.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "tutorials/package/tutorial_checkpoint_finetuning.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

    .. note::
        :class: sphx-glr-download-link-note

        :ref:`Go to the end <sphx_glr_download_tutorials_package_tutorial_checkpoint_finetuning.py>`
        to download the full example code.

.. rst-class:: sphx-glr-example-title

.. _sphx_glr_tutorials_package_tutorial_checkpoint_finetuning.py:


.. _lightly-checkpoint-finetuning-tutorial-7:

Tutorial 7: Finetuning Lightly Checkpoints
===========================================

LightlySSL provides pre-trained models on various datasets such as ImageNet1k,
ImageNet100, Imagenette, and CIFAR-10. All these models' weights along with their
hyperparameter configurations are available here :ref:`lightly-benchmarks`.

In this tutorial, we will learn how to use these pre-trained model checkpoints
to fine-tune an image classification model for the Food-101 dataset using
PyTorch Lightning.

.. GENERATED FROM PYTHON SOURCE LINES 17-26

Imports
-------

Import the Python frameworks we need for this tutorial.
Make sure you have the necessary packages installed.

.. code-block:: console

  pip install lightly torchmetrics

.. GENERATED FROM PYTHON SOURCE LINES 26-36

.. code-block:: Python



    import pytorch_lightning as pl
    import torch
    import torch.nn as nn
    from pytorch_lightning.loggers import TensorBoardLogger
    from torchvision import transforms

    from lightly.transforms.utils import IMAGENET_NORMALIZE








.. GENERATED FROM PYTHON SOURCE LINES 37-44

Downloading Model Checkpoint
-----------------------------

Let's use the resnet50 model pre-trained on ImageNet1k using
the `SimCLR <https://arxiv.org/abs/2002.05709>`_ method.

You can browse other model checkpoints at :ref:`lightly-benchmarks`.

.. GENERATED FROM PYTHON SOURCE LINES 44-47

.. code-block:: Python


    checkpoint_url = "https://lightly-ssl-checkpoints.s3.amazonaws.com/imagenet_resnet50_simclr_2023-06-22_09-11-13/pretrain/version_0/checkpoints/epoch%3D99-step%3D500400.ckpt"








.. GENERATED FROM PYTHON SOURCE LINES 48-51

Tensorboard Logger
---------------------------


.. GENERATED FROM PYTHON SOURCE LINES 51-55

.. code-block:: Python


    tb_logger = TensorBoardLogger("tb_logs", name="lightly_finetuning")









.. GENERATED FROM PYTHON SOURCE LINES 56-64

Configuration
-------------
Let's set the configuration parameters for our experiments.

We use a batch size of 32 and an input size of 128.

We only train for 5 epochs because the focus of this tutorial is on
finetuning lightly checkpoints.

.. GENERATED FROM PYTHON SOURCE LINES 64-76

.. code-block:: Python


    learning_rate = 0.001
    num_workers = 8
    batch_size = 3
    input_size = 128

    seed = 42
    num_train_epochs = 5

    # use cuda if possible
    device = "cuda" if torch.cuda.is_available() else "cpu"








.. GENERATED FROM PYTHON SOURCE LINES 77-90

Setup data augmentations and loaders
-------------------------------------
For this tutorial, we'll use the Food-101 dataset of 101 food categories
with 101,000 images. For each class, 250 manually reviewed test images are
provided as well as 750 training images. On purpose, the training images
were not cleaned, and thus still contain some amount of noise. This comes
mostly in the form of intense colors and sometimes wrong labels.
All images were rescaled to have a maximum side length of 512 pixels.

We will also use some minimal augmentations for the train and test subsets.
To learn more about data pipelines in LightlySSL you can refer to :ref:`input-structure-label`
and to learn more about the different augmentations and learned invariances please refer to
:ref:`lightly-advanced`.

.. GENERATED FROM PYTHON SOURCE LINES 90-144

.. code-block:: Python


    from torch.utils.data import DataLoader
    from torchvision.datasets import Food101

    num_classes = 101


    # Training Transformations
    train_transform = transforms.Compose(
        [
            transforms.RandomResizedCrop(input_size),
            transforms.RandomHorizontalFlip(),
            transforms.ToTensor(),
            transforms.Normalize(
                mean=IMAGENET_NORMALIZE["mean"],
                std=IMAGENET_NORMALIZE["std"],
            ),
        ]
    )
    train_dataset = Food101(
        "datasets/food101", split="train", download=True, transform=train_transform
    )

    train_dataloader = DataLoader(
        train_dataset,
        batch_size=batch_size,
        shuffle=True,
        drop_last=True,
        num_workers=num_workers,
    )

    # Validation Transformations
    val_transform = transforms.Compose(
        [
            transforms.Resize(input_size),
            transforms.CenterCrop(input_size),
            transforms.ToTensor(),
            transforms.Normalize(
                mean=IMAGENET_NORMALIZE["mean"],
                std=IMAGENET_NORMALIZE["std"],
            ),
        ]
    )
    val_dataset = Food101(
        "datasets/food101", split="test", download=True, transform=val_transform
    )
    val_dataloader = DataLoader(
        val_dataset,
        batch_size=batch_size,
        shuffle=True,
        drop_last=True,
        num_workers=num_workers,
    )





.. rst-class:: sphx-glr-script-out

 .. code-block:: none

    Downloading https://data.vision.ee.ethz.ch/cvl/food-101.tar.gz to datasets/food101/food-101.tar.gz

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    Extracting datasets/food101/food-101.tar.gz to datasets/food101




.. GENERATED FROM PYTHON SOURCE LINES 145-149

Load Model Checkpoint
-----------------------
Having chosen a model checkpoint to load, we will now create a
PyTorch Module using the pre-trained weights.

.. GENERATED FROM PYTHON SOURCE LINES 149-172

.. code-block:: Python


    from torchvision.models import resnet50

    # Initialize the ResNet-50 model
    model = resnet50()
    num_feats = model.fc.in_features

    # Load the checkpoint
    checkpoint = torch.hub.load_state_dict_from_url(url=checkpoint_url, map_location=device)

    # Remove 'backbone.' prefix from keys in state_dict
    backbone_state_dict = {
        k.replace("backbone.", ""): v
        for k, v in checkpoint["state_dict"].items()
        if k.startswith("backbone.")
    }

    # Load the state_dict into the model
    model.load_state_dict(backbone_state_dict, strict=False)

    # Add a classification head
    model.fc = nn.Linear(num_feats, num_classes)








.. GENERATED FROM PYTHON SOURCE LINES 173-176

Create a FineTuning Lightning Module
--------------------------------------
Now let's create a PyTorch Lightning Module to finetune our pre-trained model.

.. GENERATED FROM PYTHON SOURCE LINES 176-218

.. code-block:: Python


    from torch.optim import AdamW
    from torchmetrics import Accuracy


    class FinetuningModel(pl.LightningModule):
        def __init__(self, model, num_classes: int, lr: float):
            super().__init__()
            self.save_hyperparameters()
            self.model = model
            self.train_accuracy = Accuracy(task="multiclass", num_classes=num_classes)
            self.val_accuracy = Accuracy(task="multiclass", num_classes=num_classes)
            self.loss_fn = nn.CrossEntropyLoss()

        def forward(self, x):
            return self.model(x)

        def training_step(self, batch, batch_idx):
            x, y = batch
            logits = self(x)
            loss = self.loss_fn(logits, y)
            self.log("train_loss", loss)
            preds = torch.argmax(logits, dim=1)
            acc = self.train_accuracy(preds, y)
            self.log("train_accuracy", acc)
            return loss

        def validation_step(self, batch, batch_idx):
            x, y = batch
            logits = self(x)
            loss = self.loss_fn(logits, y)
            self.log("val_loss", loss)
            preds = torch.argmax(logits, dim=1)
            acc = self.val_accuracy(preds, y)
            self.log("val_accuracy", acc)
            return loss

        def configure_optimizers(self):
            optimizer = AdamW(self.parameters(), lr=self.hparams.lr)
            return optimizer









.. GENERATED FROM PYTHON SOURCE LINES 219-223

Training
----------

Let's instantiate our Lightning Module and train it using the Lightning Trainer.

.. GENERATED FROM PYTHON SOURCE LINES 223-237

.. code-block:: Python



    finetuning_model = FinetuningModel(model, lr=learning_rate, num_classes=num_classes)

    trainer = pl.Trainer(
        max_epochs=num_train_epochs, devices=1, logger=tb_logger, accelerator=device
    )

    trainer.fit(
        model=finetuning_model,
        train_dataloaders=train_dataloader,
        val_dataloaders=val_dataloader,
    )





.. rst-class:: sphx-glr-script-out

 .. code-block:: none

    /datasets/actions-runner/core_gpu_runner_03/_work/lightly-core/lightly-core/.venv/lib/python3.10/site-packages/pytorch_lightning/utilities/parsing.py:269: UserWarning: Attribute 'model' is an instance of `nn.Module` and is already saved during checkpointing. It is recommended to ignore them using `self.save_hyperparameters(ignore=['model'])`.
      rank_zero_warn(
    /datasets/actions-runner/core_gpu_runner_03/_work/lightly-core/lightly-core/.venv/lib/python3.10/site-packages/lightning_fabric/plugins/environments/slurm.py:165: PossibleUserWarning: The `srun` command is available on your system but is not used. HINT: If your intention is to run Lightning on SLURM, prepend your python command with `srun` like so: srun python3 /datasets/actions-runner/core_gpu_runner_03/_work/l ...
      rank_zero_warn(

    Sanity Checking: 0it [00:00, ?it/s]/datasets/actions-runner/core_gpu_runner_03/_work/lightly-core/lightly-core/.venv/lib/python3.10/site-packages/pytorch_lightning/trainer/connectors/data_connector.py:488: PossibleUserWarning: Your `val_dataloader`'s sampler has shuffling enabled, it is strongly recommended that you turn shuffling off for val/test/predict dataloaders.
      rank_zero_warn(

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    Sanity Checking DataLoader 0: 100%|██████████| 2/2 [00:01<00:00,  1.05it/s]
                                                                           

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    Epoch 0:   2%|▏         | 552/33666 [00:21<21:26, 25.74it/s, loss=4.6, v_num=0] 
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    Epoch 0:   2%|▏         | 560/33666 [00:21<21:22, 25.81it/s, loss=4.6, v_num=0] 
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    Epoch 0:   2%|▏         | 589/33666 [00:22<21:12, 25.98it/s, loss=4.63, v_num=0]
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    Epoch 0:   2%|▏         | 591/33666 [00:22<21:12, 25.99it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 592/33666 [00:22<21:12, 25.99it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 592/33666 [00:22<21:12, 25.98it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 593/33666 [00:22<21:12, 25.99it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 593/33666 [00:22<21:12, 25.99it/s, loss=4.65, v_num=0]
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    Epoch 0:   2%|▏         | 594/33666 [00:22<21:12, 25.99it/s, loss=4.65, v_num=0]
    Epoch 0:   2%|▏         | 595/33666 [00:22<21:12, 25.99it/s, loss=4.65, v_num=0]
    Epoch 0:   2%|▏         | 595/33666 [00:22<21:12, 25.99it/s, loss=4.65, v_num=0]
    Epoch 0:   2%|▏         | 596/33666 [00:22<21:12, 26.00it/s, loss=4.65, v_num=0]
    Epoch 0:   2%|▏         | 596/33666 [00:22<21:12, 26.00it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 597/33666 [00:22<21:11, 26.00it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 597/33666 [00:22<21:11, 26.00it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 598/33666 [00:22<21:11, 26.00it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 598/33666 [00:22<21:11, 26.00it/s, loss=4.63, v_num=0]
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    Epoch 0:   2%|▏         | 599/33666 [00:23<21:11, 26.00it/s, loss=4.61, v_num=0]
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    Epoch 0:   2%|▏         | 600/33666 [00:23<21:11, 26.01it/s, loss=4.61, v_num=0]
    Epoch 0:   2%|▏         | 601/33666 [00:23<21:11, 26.00it/s, loss=4.61, v_num=0]
    Epoch 0:   2%|▏         | 601/33666 [00:23<21:11, 26.00it/s, loss=4.61, v_num=0]
    Epoch 0:   2%|▏         | 602/33666 [00:23<21:11, 26.00it/s, loss=4.61, v_num=0]
    Epoch 0:   2%|▏         | 602/33666 [00:23<21:11, 26.00it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 603/33666 [00:23<21:11, 26.01it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 603/33666 [00:23<21:11, 26.01it/s, loss=4.63, v_num=0]
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    Epoch 0:   2%|▏         | 606/33666 [00:23<21:10, 26.01it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 607/33666 [00:23<21:10, 26.02it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 607/33666 [00:23<21:10, 26.02it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 608/33666 [00:23<21:10, 26.02it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 608/33666 [00:23<21:10, 26.02it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 609/33666 [00:23<21:10, 26.02it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 609/33666 [00:23<21:10, 26.02it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 610/33666 [00:23<21:10, 26.03it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 610/33666 [00:23<21:10, 26.03it/s, loss=4.62, v_num=0]
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    Epoch 0:   2%|▏         | 611/33666 [00:23<21:10, 26.03it/s, loss=4.62, v_num=0]
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    Epoch 0:   2%|▏         | 612/33666 [00:23<21:09, 26.03it/s, loss=4.62, v_num=0]
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    Epoch 0:   2%|▏         | 613/33666 [00:23<21:09, 26.03it/s, loss=4.61, v_num=0]
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    Epoch 0:   2%|▏         | 615/33666 [00:23<21:09, 26.04it/s, loss=4.6, v_num=0] 
    Epoch 0:   2%|▏         | 616/33666 [00:23<21:09, 26.04it/s, loss=4.6, v_num=0]
    Epoch 0:   2%|▏         | 616/33666 [00:23<21:09, 26.04it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 617/33666 [00:23<21:09, 26.04it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 617/33666 [00:23<21:09, 26.04it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 618/33666 [00:23<21:08, 26.04it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 618/33666 [00:23<21:08, 26.04it/s, loss=4.61, v_num=0]
    Epoch 0:   2%|▏         | 619/33666 [00:23<21:08, 26.05it/s, loss=4.61, v_num=0]
    Epoch 0:   2%|▏         | 619/33666 [00:23<21:08, 26.05it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 620/33666 [00:23<21:08, 26.05it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 620/33666 [00:23<21:08, 26.05it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 621/33666 [00:23<21:08, 26.05it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 621/33666 [00:23<21:08, 26.05it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 622/33666 [00:23<21:08, 26.05it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 622/33666 [00:23<21:08, 26.05it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 623/33666 [00:23<21:08, 26.06it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 623/33666 [00:23<21:08, 26.06it/s, loss=4.62, v_num=0]
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    Epoch 0:   2%|▏         | 624/33666 [00:23<21:07, 26.06it/s, loss=4.6, v_num=0] 
    Epoch 0:   2%|▏         | 625/33666 [00:23<21:07, 26.06it/s, loss=4.6, v_num=0]
    Epoch 0:   2%|▏         | 625/33666 [00:23<21:07, 26.06it/s, loss=4.61, v_num=0]
    Epoch 0:   2%|▏         | 626/33666 [00:24<21:07, 26.06it/s, loss=4.61, v_num=0]
    Epoch 0:   2%|▏         | 626/33666 [00:24<21:07, 26.06it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 627/33666 [00:24<21:07, 26.06it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 627/33666 [00:24<21:07, 26.06it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 628/33666 [00:24<21:07, 26.06it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 628/33666 [00:24<21:07, 26.06it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 629/33666 [00:24<21:07, 26.06it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 629/33666 [00:24<21:07, 26.06it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 630/33666 [00:24<21:07, 26.06it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 630/33666 [00:24<21:07, 26.06it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 631/33666 [00:24<21:07, 26.06it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 631/33666 [00:24<21:07, 26.06it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 632/33666 [00:24<21:07, 26.06it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 632/33666 [00:24<21:07, 26.06it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 633/33666 [00:24<21:07, 26.06it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 633/33666 [00:24<21:07, 26.06it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 634/33666 [00:24<21:07, 26.06it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 634/33666 [00:24<21:07, 26.06it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 635/33666 [00:24<21:07, 26.05it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 635/33666 [00:24<21:07, 26.05it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 636/33666 [00:24<21:07, 26.05it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 636/33666 [00:24<21:07, 26.05it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 637/33666 [00:24<21:07, 26.05it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 637/33666 [00:24<21:08, 26.05it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 638/33666 [00:24<21:07, 26.05it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 638/33666 [00:24<21:07, 26.05it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 639/33666 [00:24<21:08, 26.05it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 639/33666 [00:24<21:08, 26.04it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 640/33666 [00:24<21:08, 26.04it/s, loss=4.63, v_num=0]
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    Epoch 0:   2%|▏         | 641/33666 [00:24<21:08, 26.04it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 641/33666 [00:24<21:08, 26.04it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 642/33666 [00:24<21:08, 26.04it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 642/33666 [00:24<21:08, 26.04it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 643/33666 [00:24<21:08, 26.04it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 643/33666 [00:24<21:08, 26.04it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 644/33666 [00:24<21:08, 26.04it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 644/33666 [00:24<21:08, 26.04it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 645/33666 [00:24<21:08, 26.04it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 645/33666 [00:24<21:08, 26.04it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 646/33666 [00:24<21:08, 26.04it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 646/33666 [00:24<21:08, 26.04it/s, loss=4.61, v_num=0]
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    Epoch 0:   2%|▏         | 648/33666 [00:24<21:08, 26.03it/s, loss=4.61, v_num=0]
    Epoch 0:   2%|▏         | 648/33666 [00:24<21:08, 26.03it/s, loss=4.61, v_num=0]
    Epoch 0:   2%|▏         | 649/33666 [00:24<21:08, 26.03it/s, loss=4.61, v_num=0]
    Epoch 0:   2%|▏         | 649/33666 [00:24<21:08, 26.03it/s, loss=4.61, v_num=0]
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    Epoch 0:   2%|▏         | 650/33666 [00:24<21:08, 26.03it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 651/33666 [00:25<21:08, 26.03it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 651/33666 [00:25<21:08, 26.03it/s, loss=4.61, v_num=0]
    Epoch 0:   2%|▏         | 652/33666 [00:25<21:08, 26.03it/s, loss=4.61, v_num=0]
    Epoch 0:   2%|▏         | 652/33666 [00:25<21:08, 26.03it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 653/33666 [00:25<21:08, 26.02it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 653/33666 [00:25<21:08, 26.02it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 654/33666 [00:25<21:08, 26.03it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 654/33666 [00:25<21:08, 26.03it/s, loss=4.62, v_num=0]
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    Epoch 0:   2%|▏         | 655/33666 [00:25<21:08, 26.02it/s, loss=4.61, v_num=0]
    Epoch 0:   2%|▏         | 656/33666 [00:25<21:08, 26.02it/s, loss=4.61, v_num=0]
    Epoch 0:   2%|▏         | 656/33666 [00:25<21:08, 26.02it/s, loss=4.61, v_num=0]
    Epoch 0:   2%|▏         | 657/33666 [00:25<21:08, 26.02it/s, loss=4.61, v_num=0]
    Epoch 0:   2%|▏         | 657/33666 [00:25<21:08, 26.02it/s, loss=4.61, v_num=0]
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    Epoch 0:   2%|▏         | 658/33666 [00:25<21:08, 26.02it/s, loss=4.61, v_num=0]
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    Epoch 0:   2%|▏         | 659/33666 [00:25<21:08, 26.02it/s, loss=4.6, v_num=0] 
    Epoch 0:   2%|▏         | 660/33666 [00:25<21:08, 26.02it/s, loss=4.6, v_num=0]
    Epoch 0:   2%|▏         | 660/33666 [00:25<21:08, 26.02it/s, loss=4.61, v_num=0]
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    Epoch 0:   2%|▏         | 661/33666 [00:25<21:08, 26.02it/s, loss=4.62, v_num=0]
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    Epoch 0:   2%|▏         | 662/33666 [00:25<21:08, 26.01it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 663/33666 [00:25<21:08, 26.01it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 663/33666 [00:25<21:08, 26.01it/s, loss=4.61, v_num=0]
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    Epoch 0:   2%|▏         | 664/33666 [00:25<21:08, 26.02it/s, loss=4.62, v_num=0]
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    Epoch 0:   2%|▏         | 665/33666 [00:25<21:08, 26.01it/s, loss=4.62, v_num=0]
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    Epoch 0:   2%|▏         | 667/33666 [00:25<21:08, 26.02it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 668/33666 [00:25<21:07, 26.03it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 668/33666 [00:25<21:07, 26.03it/s, loss=4.65, v_num=0]
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    Epoch 0:   2%|▏         | 673/33666 [00:25<21:07, 26.03it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 673/33666 [00:25<21:07, 26.03it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 674/33666 [00:25<21:07, 26.03it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 674/33666 [00:25<21:07, 26.03it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 675/33666 [00:25<21:07, 26.04it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 675/33666 [00:25<21:07, 26.04it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 676/33666 [00:25<21:07, 26.03it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 676/33666 [00:25<21:07, 26.03it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 677/33666 [00:26<21:07, 26.04it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 677/33666 [00:26<21:07, 26.04it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 678/33666 [00:26<21:06, 26.04it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 678/33666 [00:26<21:06, 26.04it/s, loss=4.65, v_num=0]
    Epoch 0:   2%|▏         | 679/33666 [00:26<21:06, 26.04it/s, loss=4.65, v_num=0]
    Epoch 0:   2%|▏         | 679/33666 [00:26<21:06, 26.04it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 680/33666 [00:26<21:06, 26.04it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 680/33666 [00:26<21:06, 26.04it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 681/33666 [00:26<21:06, 26.04it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 681/33666 [00:26<21:06, 26.04it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 682/33666 [00:26<21:06, 26.04it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 682/33666 [00:26<21:06, 26.04it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 683/33666 [00:26<21:06, 26.04it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 683/33666 [00:26<21:06, 26.04it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 684/33666 [00:26<21:06, 26.05it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 684/33666 [00:26<21:06, 26.05it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 685/33666 [00:26<21:06, 26.04it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 685/33666 [00:26<21:06, 26.04it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 686/33666 [00:26<21:06, 26.05it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 686/33666 [00:26<21:06, 26.05it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 687/33666 [00:26<21:06, 26.04it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 687/33666 [00:26<21:06, 26.04it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 688/33666 [00:26<21:06, 26.04it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 688/33666 [00:26<21:06, 26.04it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 689/33666 [00:26<21:06, 26.04it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 689/33666 [00:26<21:06, 26.04it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 690/33666 [00:26<21:06, 26.04it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 690/33666 [00:26<21:06, 26.04it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 691/33666 [00:26<21:06, 26.04it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 691/33666 [00:26<21:06, 26.04it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 692/33666 [00:26<21:06, 26.04it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 692/33666 [00:26<21:06, 26.04it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 693/33666 [00:26<21:05, 26.05it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 693/33666 [00:26<21:05, 26.05it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 694/33666 [00:26<21:05, 26.05it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 694/33666 [00:26<21:05, 26.05it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 695/33666 [00:26<21:05, 26.05it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 695/33666 [00:26<21:05, 26.05it/s, loss=4.65, v_num=0]
    Epoch 0:   2%|▏         | 696/33666 [00:26<21:05, 26.05it/s, loss=4.65, v_num=0]
    Epoch 0:   2%|▏         | 696/33666 [00:26<21:05, 26.05it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 697/33666 [00:26<21:05, 26.06it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 697/33666 [00:26<21:05, 26.06it/s, loss=4.65, v_num=0]
    Epoch 0:   2%|▏         | 698/33666 [00:26<21:05, 26.06it/s, loss=4.65, v_num=0]
    Epoch 0:   2%|▏         | 698/33666 [00:26<21:05, 26.06it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 699/33666 [00:26<21:04, 26.06it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 699/33666 [00:26<21:04, 26.06it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 700/33666 [00:26<21:04, 26.06it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 700/33666 [00:26<21:04, 26.06it/s, loss=4.68, v_num=0]
    Epoch 0:   2%|▏         | 701/33666 [00:26<21:04, 26.06it/s, loss=4.68, v_num=0]
    Epoch 0:   2%|▏         | 701/33666 [00:26<21:04, 26.06it/s, loss=4.69, v_num=0]
    Epoch 0:   2%|▏         | 702/33666 [00:26<21:04, 26.07it/s, loss=4.69, v_num=0]
    Epoch 0:   2%|▏         | 702/33666 [00:26<21:04, 26.06it/s, loss=4.7, v_num=0] 
    Epoch 0:   2%|▏         | 703/33666 [00:26<21:04, 26.07it/s, loss=4.7, v_num=0]
    Epoch 0:   2%|▏         | 703/33666 [00:26<21:04, 26.07it/s, loss=4.7, v_num=0]
    Epoch 0:   2%|▏         | 704/33666 [00:27<21:04, 26.07it/s, loss=4.7, v_num=0]
    Epoch 0:   2%|▏         | 704/33666 [00:27<21:04, 26.07it/s, loss=4.7, v_num=0]
    Epoch 0:   2%|▏         | 705/33666 [00:27<21:04, 26.07it/s, loss=4.7, v_num=0]
    Epoch 0:   2%|▏         | 705/33666 [00:27<21:04, 26.07it/s, loss=4.7, v_num=0]
    Epoch 0:   2%|▏         | 706/33666 [00:27<21:03, 26.08it/s, loss=4.7, v_num=0]
    Epoch 0:   2%|▏         | 706/33666 [00:27<21:03, 26.08it/s, loss=4.68, v_num=0]
    Epoch 0:   2%|▏         | 707/33666 [00:27<21:04, 26.07it/s, loss=4.68, v_num=0]
    Epoch 0:   2%|▏         | 707/33666 [00:27<21:04, 26.07it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 708/33666 [00:27<21:03, 26.08it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 708/33666 [00:27<21:03, 26.08it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 709/33666 [00:27<21:03, 26.08it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 709/33666 [00:27<21:03, 26.08it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 710/33666 [00:27<21:03, 26.07it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 710/33666 [00:27<21:03, 26.07it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 711/33666 [00:27<21:03, 26.07it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 711/33666 [00:27<21:03, 26.07it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 712/33666 [00:27<21:03, 26.07it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 712/33666 [00:27<21:03, 26.07it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 713/33666 [00:27<21:03, 26.08it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 713/33666 [00:27<21:03, 26.08it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 714/33666 [00:27<21:03, 26.08it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 714/33666 [00:27<21:03, 26.08it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 715/33666 [00:27<21:03, 26.08it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 715/33666 [00:27<21:03, 26.08it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 716/33666 [00:27<21:03, 26.09it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 716/33666 [00:27<21:03, 26.09it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 717/33666 [00:27<21:02, 26.09it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 717/33666 [00:27<21:02, 26.09it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 718/33666 [00:27<21:02, 26.09it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 718/33666 [00:27<21:02, 26.09it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 719/33666 [00:27<21:02, 26.09it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 719/33666 [00:27<21:02, 26.09it/s, loss=4.6, v_num=0] 
    Epoch 0:   2%|▏         | 720/33666 [00:27<21:02, 26.10it/s, loss=4.6, v_num=0]
    Epoch 0:   2%|▏         | 720/33666 [00:27<21:02, 26.10it/s, loss=4.61, v_num=0]
    Epoch 0:   2%|▏         | 721/33666 [00:27<21:02, 26.10it/s, loss=4.61, v_num=0]
    Epoch 0:   2%|▏         | 721/33666 [00:27<21:02, 26.10it/s, loss=4.61, v_num=0]
    Epoch 0:   2%|▏         | 722/33666 [00:27<21:01, 26.11it/s, loss=4.61, v_num=0]
    Epoch 0:   2%|▏         | 722/33666 [00:27<21:01, 26.11it/s, loss=4.61, v_num=0]
    Epoch 0:   2%|▏         | 723/33666 [00:27<21:01, 26.10it/s, loss=4.61, v_num=0]
    Epoch 0:   2%|▏         | 723/33666 [00:27<21:01, 26.10it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 724/33666 [00:27<21:02, 26.10it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 724/33666 [00:27<21:02, 26.10it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 725/33666 [00:27<21:01, 26.10it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 725/33666 [00:27<21:01, 26.10it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 726/33666 [00:27<21:02, 26.10it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 726/33666 [00:27<21:02, 26.10it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 727/33666 [00:27<21:02, 26.10it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 727/33666 [00:27<21:02, 26.10it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 728/33666 [00:27<21:02, 26.10it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 728/33666 [00:27<21:02, 26.10it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 729/33666 [00:27<21:02, 26.10it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 729/33666 [00:27<21:02, 26.10it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 730/33666 [00:27<21:01, 26.10it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 730/33666 [00:27<21:01, 26.10it/s, loss=4.65, v_num=0]
    Epoch 0:   2%|▏         | 731/33666 [00:28<21:01, 26.10it/s, loss=4.65, v_num=0]
    Epoch 0:   2%|▏         | 731/33666 [00:28<21:01, 26.10it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 732/33666 [00:28<21:01, 26.10it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 732/33666 [00:28<21:01, 26.10it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 733/33666 [00:28<21:01, 26.11it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 733/33666 [00:28<21:01, 26.11it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 734/33666 [00:28<21:01, 26.10it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 734/33666 [00:28<21:01, 26.10it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 735/33666 [00:28<21:01, 26.11it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 735/33666 [00:28<21:01, 26.10it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 736/33666 [00:28<21:01, 26.10it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 736/33666 [00:28<21:01, 26.10it/s, loss=4.68, v_num=0]
    Epoch 0:   2%|▏         | 737/33666 [00:28<21:01, 26.11it/s, loss=4.68, v_num=0]
    Epoch 0:   2%|▏         | 737/33666 [00:28<21:01, 26.11it/s, loss=4.68, v_num=0]
    Epoch 0:   2%|▏         | 738/33666 [00:28<21:00, 26.11it/s, loss=4.68, v_num=0]
    Epoch 0:   2%|▏         | 738/33666 [00:28<21:00, 26.11it/s, loss=4.68, v_num=0]
    Epoch 0:   2%|▏         | 739/33666 [00:28<21:00, 26.12it/s, loss=4.68, v_num=0]
    Epoch 0:   2%|▏         | 739/33666 [00:28<21:00, 26.12it/s, loss=4.69, v_num=0]
    Epoch 0:   2%|▏         | 740/33666 [00:28<21:00, 26.12it/s, loss=4.69, v_num=0]
    Epoch 0:   2%|▏         | 740/33666 [00:28<21:00, 26.12it/s, loss=4.69, v_num=0]
    Epoch 0:   2%|▏         | 741/33666 [00:28<21:00, 26.12it/s, loss=4.69, v_num=0]
    Epoch 0:   2%|▏         | 741/33666 [00:28<21:00, 26.12it/s, loss=4.68, v_num=0]
    Epoch 0:   2%|▏         | 742/33666 [00:28<21:00, 26.11it/s, loss=4.68, v_num=0]
    Epoch 0:   2%|▏         | 742/33666 [00:28<21:00, 26.11it/s, loss=4.68, v_num=0]
    Epoch 0:   2%|▏         | 743/33666 [00:28<21:00, 26.11it/s, loss=4.68, v_num=0]
    Epoch 0:   2%|▏         | 743/33666 [00:28<21:00, 26.11it/s, loss=4.68, v_num=0]
    Epoch 0:   2%|▏         | 744/33666 [00:28<21:00, 26.12it/s, loss=4.68, v_num=0]
    Epoch 0:   2%|▏         | 744/33666 [00:28<21:00, 26.11it/s, loss=4.68, v_num=0]
    Epoch 0:   2%|▏         | 745/33666 [00:28<21:00, 26.12it/s, loss=4.68, v_num=0]
    Epoch 0:   2%|▏         | 745/33666 [00:28<21:00, 26.11it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 746/33666 [00:28<21:00, 26.11it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 746/33666 [00:28<21:00, 26.11it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 747/33666 [00:28<21:00, 26.11it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 747/33666 [00:28<21:00, 26.11it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 748/33666 [00:28<21:00, 26.12it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 748/33666 [00:28<21:00, 26.11it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 749/33666 [00:28<21:00, 26.12it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 749/33666 [00:28<21:00, 26.12it/s, loss=4.65, v_num=0]
    Epoch 0:   2%|▏         | 750/33666 [00:28<21:00, 26.12it/s, loss=4.65, v_num=0]
    Epoch 0:   2%|▏         | 750/33666 [00:28<21:00, 26.12it/s, loss=4.65, v_num=0]
    Epoch 0:   2%|▏         | 751/33666 [00:28<21:00, 26.11it/s, loss=4.65, v_num=0]
    Epoch 0:   2%|▏         | 751/33666 [00:28<21:00, 26.11it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 752/33666 [00:28<21:00, 26.12it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 752/33666 [00:28<21:00, 26.12it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 753/33666 [00:28<20:59, 26.12it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 753/33666 [00:28<20:59, 26.12it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 754/33666 [00:28<21:00, 26.12it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 754/33666 [00:28<21:00, 26.12it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 755/33666 [00:28<21:00, 26.12it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 755/33666 [00:28<21:00, 26.12it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 756/33666 [00:28<20:59, 26.12it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 756/33666 [00:28<20:59, 26.12it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 757/33666 [00:28<20:59, 26.12it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 757/33666 [00:28<20:59, 26.12it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 758/33666 [00:29<20:59, 26.12it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 758/33666 [00:29<20:59, 26.12it/s, loss=4.61, v_num=0]
    Epoch 0:   2%|▏         | 759/33666 [00:29<20:59, 26.12it/s, loss=4.61, v_num=0]
    Epoch 0:   2%|▏         | 759/33666 [00:29<20:59, 26.12it/s, loss=4.61, v_num=0]
    Epoch 0:   2%|▏         | 760/33666 [00:29<20:59, 26.13it/s, loss=4.61, v_num=0]
    Epoch 0:   2%|▏         | 760/33666 [00:29<20:59, 26.13it/s, loss=4.6, v_num=0] 
    Epoch 0:   2%|▏         | 761/33666 [00:29<20:59, 26.13it/s, loss=4.6, v_num=0]
    Epoch 0:   2%|▏         | 761/33666 [00:29<20:59, 26.13it/s, loss=4.61, v_num=0]
    Epoch 0:   2%|▏         | 762/33666 [00:29<20:59, 26.13it/s, loss=4.61, v_num=0]
    Epoch 0:   2%|▏         | 762/33666 [00:29<20:59, 26.13it/s, loss=4.6, v_num=0] 
    Epoch 0:   2%|▏         | 763/33666 [00:29<20:59, 26.12it/s, loss=4.6, v_num=0]
    Epoch 0:   2%|▏         | 763/33666 [00:29<20:59, 26.12it/s, loss=4.59, v_num=0]
    Epoch 0:   2%|▏         | 764/33666 [00:29<20:59, 26.13it/s, loss=4.59, v_num=0]
    Epoch 0:   2%|▏         | 764/33666 [00:29<20:59, 26.13it/s, loss=4.59, v_num=0]
    Epoch 0:   2%|▏         | 765/33666 [00:29<20:58, 26.14it/s, loss=4.59, v_num=0]
    Epoch 0:   2%|▏         | 765/33666 [00:29<20:58, 26.14it/s, loss=4.6, v_num=0] 
    Epoch 0:   2%|▏         | 766/33666 [00:29<20:58, 26.13it/s, loss=4.6, v_num=0]
    Epoch 0:   2%|▏         | 766/33666 [00:29<20:58, 26.13it/s, loss=4.59, v_num=0]
    Epoch 0:   2%|▏         | 767/33666 [00:29<20:58, 26.14it/s, loss=4.59, v_num=0]
    Epoch 0:   2%|▏         | 767/33666 [00:29<20:58, 26.14it/s, loss=4.6, v_num=0] 
    Epoch 0:   2%|▏         | 768/33666 [00:29<20:58, 26.14it/s, loss=4.6, v_num=0]
    Epoch 0:   2%|▏         | 768/33666 [00:29<20:58, 26.14it/s, loss=4.61, v_num=0]
    Epoch 0:   2%|▏         | 769/33666 [00:29<20:58, 26.14it/s, loss=4.61, v_num=0]
    Epoch 0:   2%|▏         | 769/33666 [00:29<20:58, 26.14it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 770/33666 [00:29<20:58, 26.14it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 770/33666 [00:29<20:58, 26.14it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 771/33666 [00:29<20:58, 26.14it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 771/33666 [00:29<20:58, 26.14it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 772/33666 [00:29<20:58, 26.15it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 772/33666 [00:29<20:58, 26.15it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 773/33666 [00:29<20:57, 26.15it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 773/33666 [00:29<20:57, 26.15it/s, loss=4.65, v_num=0]
    Epoch 0:   2%|▏         | 774/33666 [00:29<20:57, 26.16it/s, loss=4.65, v_num=0]
    Epoch 0:   2%|▏         | 774/33666 [00:29<20:57, 26.16it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 775/33666 [00:29<20:57, 26.16it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 775/33666 [00:29<20:57, 26.16it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 776/33666 [00:29<20:56, 26.17it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 776/33666 [00:29<20:56, 26.17it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 777/33666 [00:29<20:56, 26.18it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 777/33666 [00:29<20:56, 26.18it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 778/33666 [00:29<20:56, 26.18it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 778/33666 [00:29<20:56, 26.18it/s, loss=4.68, v_num=0]
    Epoch 0:   2%|▏         | 779/33666 [00:29<20:55, 26.19it/s, loss=4.68, v_num=0]
    Epoch 0:   2%|▏         | 779/33666 [00:29<20:55, 26.19it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 780/33666 [00:29<20:55, 26.19it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 780/33666 [00:29<20:55, 26.19it/s, loss=4.68, v_num=0]
    Epoch 0:   2%|▏         | 781/33666 [00:29<20:55, 26.20it/s, loss=4.68, v_num=0]
    Epoch 0:   2%|▏         | 781/33666 [00:29<20:55, 26.20it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 782/33666 [00:29<20:54, 26.20it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 782/33666 [00:29<20:54, 26.20it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 783/33666 [00:29<20:54, 26.21it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 783/33666 [00:29<20:54, 26.21it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 784/33666 [00:29<20:54, 26.21it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 784/33666 [00:29<20:54, 26.21it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 785/33666 [00:29<20:54, 26.21it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 785/33666 [00:29<20:54, 26.21it/s, loss=4.65, v_num=0]
    Epoch 0:   2%|▏         | 786/33666 [00:29<20:54, 26.21it/s, loss=4.65, v_num=0]
    Epoch 0:   2%|▏         | 786/33666 [00:29<20:54, 26.21it/s, loss=4.65, v_num=0]
    Epoch 0:   2%|▏         | 787/33666 [00:30<20:54, 26.21it/s, loss=4.65, v_num=0]
    Epoch 0:   2%|▏         | 787/33666 [00:30<20:54, 26.21it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 788/33666 [00:30<20:54, 26.22it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 788/33666 [00:30<20:54, 26.22it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 789/33666 [00:30<20:53, 26.22it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 789/33666 [00:30<20:54, 26.22it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 790/33666 [00:30<20:53, 26.22it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 790/33666 [00:30<20:53, 26.22it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 791/33666 [00:30<20:53, 26.22it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 791/33666 [00:30<20:53, 26.22it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 792/33666 [00:30<20:53, 26.22it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 792/33666 [00:30<20:53, 26.22it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 793/33666 [00:30<20:53, 26.23it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 793/33666 [00:30<20:53, 26.22it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 794/33666 [00:30<20:53, 26.23it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 794/33666 [00:30<20:53, 26.23it/s, loss=4.61, v_num=0]
    Epoch 0:   2%|▏         | 795/33666 [00:30<20:53, 26.23it/s, loss=4.61, v_num=0]
    Epoch 0:   2%|▏         | 795/33666 [00:30<20:53, 26.23it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 796/33666 [00:30<20:53, 26.23it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 796/33666 [00:30<20:53, 26.23it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 797/33666 [00:30<20:52, 26.23it/s, loss=4.62, v_num=0]
    Epoch 0:   2%|▏         | 797/33666 [00:30<20:53, 26.23it/s, loss=4.61, v_num=0]
    Epoch 0:   2%|▏         | 798/33666 [00:30<20:53, 26.23it/s, loss=4.61, v_num=0]
    Epoch 0:   2%|▏         | 798/33666 [00:30<20:53, 26.23it/s, loss=4.61, v_num=0]
    Epoch 0:   2%|▏         | 799/33666 [00:30<20:53, 26.23it/s, loss=4.61, v_num=0]
    Epoch 0:   2%|▏         | 799/33666 [00:30<20:53, 26.22it/s, loss=4.61, v_num=0]
    Epoch 0:   2%|▏         | 800/33666 [00:30<20:53, 26.22it/s, loss=4.61, v_num=0]
    Epoch 0:   2%|▏         | 800/33666 [00:30<20:53, 26.22it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 801/33666 [00:30<20:53, 26.22it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 801/33666 [00:30<20:53, 26.22it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 802/33666 [00:30<20:53, 26.22it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 802/33666 [00:30<20:53, 26.22it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 803/33666 [00:30<20:53, 26.22it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 803/33666 [00:30<20:53, 26.22it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 804/33666 [00:30<20:53, 26.22it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 804/33666 [00:30<20:53, 26.22it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 805/33666 [00:30<20:53, 26.22it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 805/33666 [00:30<20:53, 26.22it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 806/33666 [00:30<20:53, 26.22it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 806/33666 [00:30<20:53, 26.22it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 807/33666 [00:30<20:53, 26.22it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 807/33666 [00:30<20:53, 26.22it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 808/33666 [00:30<20:53, 26.22it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 808/33666 [00:30<20:53, 26.22it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 809/33666 [00:30<20:53, 26.22it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 809/33666 [00:30<20:53, 26.22it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 810/33666 [00:30<20:53, 26.22it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 810/33666 [00:30<20:53, 26.22it/s, loss=4.65, v_num=0]
    Epoch 0:   2%|▏         | 811/33666 [00:30<20:52, 26.22it/s, loss=4.65, v_num=0]
    Epoch 0:   2%|▏         | 811/33666 [00:30<20:53, 26.22it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 812/33666 [00:30<20:52, 26.22it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 812/33666 [00:30<20:52, 26.22it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 813/33666 [00:31<20:52, 26.23it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 813/33666 [00:31<20:52, 26.23it/s, loss=4.65, v_num=0]
    Epoch 0:   2%|▏         | 814/33666 [00:31<20:52, 26.23it/s, loss=4.65, v_num=0]
    Epoch 0:   2%|▏         | 814/33666 [00:31<20:52, 26.23it/s, loss=4.65, v_num=0]
    Epoch 0:   2%|▏         | 815/33666 [00:31<20:52, 26.23it/s, loss=4.65, v_num=0]
    Epoch 0:   2%|▏         | 815/33666 [00:31<20:52, 26.23it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 816/33666 [00:31<20:52, 26.24it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 816/33666 [00:31<20:52, 26.24it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 817/33666 [00:31<20:51, 26.24it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 817/33666 [00:31<20:51, 26.24it/s, loss=4.68, v_num=0]
    Epoch 0:   2%|▏         | 818/33666 [00:31<20:52, 26.23it/s, loss=4.68, v_num=0]
    Epoch 0:   2%|▏         | 818/33666 [00:31<20:52, 26.23it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 819/33666 [00:31<20:52, 26.23it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 819/33666 [00:31<20:52, 26.23it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 820/33666 [00:31<20:52, 26.23it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 820/33666 [00:31<20:52, 26.23it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 821/33666 [00:31<20:52, 26.23it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 821/33666 [00:31<20:52, 26.23it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 822/33666 [00:31<20:52, 26.22it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 822/33666 [00:31<20:52, 26.22it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 823/33666 [00:31<20:52, 26.22it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 823/33666 [00:31<20:52, 26.22it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 824/33666 [00:31<20:52, 26.22it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 824/33666 [00:31<20:52, 26.22it/s, loss=4.68, v_num=0]
    Epoch 0:   2%|▏         | 825/33666 [00:31<20:52, 26.22it/s, loss=4.68, v_num=0]
    Epoch 0:   2%|▏         | 825/33666 [00:31<20:52, 26.22it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 826/33666 [00:31<20:52, 26.21it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 826/33666 [00:31<20:52, 26.21it/s, loss=4.65, v_num=0]
    Epoch 0:   2%|▏         | 827/33666 [00:31<20:52, 26.21it/s, loss=4.65, v_num=0]
    Epoch 0:   2%|▏         | 827/33666 [00:31<20:52, 26.21it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 828/33666 [00:31<20:52, 26.21it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 828/33666 [00:31<20:52, 26.21it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 829/33666 [00:31<20:52, 26.21it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 829/33666 [00:31<20:52, 26.21it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 830/33666 [00:31<20:52, 26.22it/s, loss=4.63, v_num=0]
    Epoch 0:   2%|▏         | 830/33666 [00:31<20:52, 26.22it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 831/33666 [00:31<20:52, 26.21it/s, loss=4.64, v_num=0]
    Epoch 0:   2%|▏         | 831/33666 [00:31<20:52, 26.21it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 832/33666 [00:31<20:52, 26.21it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 832/33666 [00:31<20:52, 26.21it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 833/33666 [00:31<20:52, 26.21it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 833/33666 [00:31<20:52, 26.21it/s, loss=4.68, v_num=0]
    Epoch 0:   2%|▏         | 834/33666 [00:31<20:52, 26.21it/s, loss=4.68, v_num=0]
    Epoch 0:   2%|▏         | 834/33666 [00:31<20:52, 26.21it/s, loss=4.68, v_num=0]
    Epoch 0:   2%|▏         | 835/33666 [00:31<20:52, 26.21it/s, loss=4.68, v_num=0]
    Epoch 0:   2%|▏         | 835/33666 [00:31<20:52, 26.21it/s, loss=4.68, v_num=0]
    Epoch 0:   2%|▏         | 836/33666 [00:31<20:52, 26.21it/s, loss=4.68, v_num=0]
    Epoch 0:   2%|▏         | 836/33666 [00:31<20:52, 26.21it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 837/33666 [00:31<20:52, 26.21it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 837/33666 [00:31<20:52, 26.21it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 838/33666 [00:31<20:52, 26.21it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 838/33666 [00:31<20:52, 26.21it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 839/33666 [00:32<20:52, 26.21it/s, loss=4.66, v_num=0]
    Epoch 0:   2%|▏         | 839/33666 [00:32<20:52, 26.21it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 840/33666 [00:32<20:52, 26.21it/s, loss=4.67, v_num=0]
    Epoch 0:   2%|▏         | 840/33666 [00:32<20:52, 26.21it/s, loss=4.65, v_num=0]
    Epoch 0:   2%|▏         | 841/33666 [00:32<20:52, 26.20it/s, loss=4.65, v_num=0]
    Epoch 0:   2%|▏         | 841/33666 [00:32<20:52, 26.20it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 842/33666 [00:32<20:52, 26.21it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 842/33666 [00:32<20:52, 26.21it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 843/33666 [00:32<20:52, 26.20it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 843/33666 [00:32<20:52, 26.20it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 844/33666 [00:32<20:52, 26.20it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 844/33666 [00:32<20:52, 26.20it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 845/33666 [00:32<20:52, 26.21it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 845/33666 [00:32<20:52, 26.21it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 846/33666 [00:32<20:52, 26.21it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 846/33666 [00:32<20:52, 26.21it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 847/33666 [00:32<20:52, 26.21it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 847/33666 [00:32<20:52, 26.21it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 848/33666 [00:32<20:52, 26.20it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 848/33666 [00:32<20:52, 26.20it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 849/33666 [00:32<20:52, 26.20it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 849/33666 [00:32<20:52, 26.20it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 850/33666 [00:32<20:52, 26.20it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 850/33666 [00:32<20:52, 26.20it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 851/33666 [00:32<20:52, 26.20it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 851/33666 [00:32<20:52, 26.20it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 852/33666 [00:32<20:52, 26.20it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 852/33666 [00:32<20:52, 26.20it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 853/33666 [00:32<20:52, 26.20it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 853/33666 [00:32<20:52, 26.20it/s, loss=4.59, v_num=0]
    Epoch 0:   3%|▎         | 854/33666 [00:32<20:52, 26.20it/s, loss=4.59, v_num=0]
    Epoch 0:   3%|▎         | 854/33666 [00:32<20:52, 26.20it/s, loss=4.59, v_num=0]
    Epoch 0:   3%|▎         | 855/33666 [00:32<20:52, 26.20it/s, loss=4.59, v_num=0]
    Epoch 0:   3%|▎         | 855/33666 [00:32<20:52, 26.20it/s, loss=4.59, v_num=0]
    Epoch 0:   3%|▎         | 856/33666 [00:32<20:52, 26.20it/s, loss=4.59, v_num=0]
    Epoch 0:   3%|▎         | 856/33666 [00:32<20:52, 26.20it/s, loss=4.6, v_num=0] 
    Epoch 0:   3%|▎         | 857/33666 [00:32<20:51, 26.21it/s, loss=4.6, v_num=0]
    Epoch 0:   3%|▎         | 857/33666 [00:32<20:52, 26.21it/s, loss=4.59, v_num=0]
    Epoch 0:   3%|▎         | 858/33666 [00:32<20:51, 26.20it/s, loss=4.59, v_num=0]
    Epoch 0:   3%|▎         | 858/33666 [00:32<20:52, 26.20it/s, loss=4.59, v_num=0]
    Epoch 0:   3%|▎         | 859/33666 [00:32<20:51, 26.20it/s, loss=4.59, v_num=0]
    Epoch 0:   3%|▎         | 859/33666 [00:32<20:51, 26.20it/s, loss=4.6, v_num=0] 
    Epoch 0:   3%|▎         | 860/33666 [00:32<20:52, 26.20it/s, loss=4.6, v_num=0]
    Epoch 0:   3%|▎         | 860/33666 [00:32<20:52, 26.20it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 861/33666 [00:32<20:52, 26.20it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 861/33666 [00:32<20:52, 26.20it/s, loss=4.6, v_num=0] 
    Epoch 0:   3%|▎         | 862/33666 [00:32<20:51, 26.20it/s, loss=4.6, v_num=0]
    Epoch 0:   3%|▎         | 862/33666 [00:32<20:52, 26.20it/s, loss=4.59, v_num=0]
    Epoch 0:   3%|▎         | 863/33666 [00:32<20:52, 26.20it/s, loss=4.59, v_num=0]
    Epoch 0:   3%|▎         | 863/33666 [00:32<20:52, 26.20it/s, loss=4.59, v_num=0]
    Epoch 0:   3%|▎         | 864/33666 [00:32<20:52, 26.20it/s, loss=4.59, v_num=0]
    Epoch 0:   3%|▎         | 864/33666 [00:32<20:52, 26.20it/s, loss=4.59, v_num=0]
    Epoch 0:   3%|▎         | 865/33666 [00:33<20:52, 26.20it/s, loss=4.59, v_num=0]
    Epoch 0:   3%|▎         | 865/33666 [00:33<20:52, 26.20it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 866/33666 [00:33<20:52, 26.19it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 866/33666 [00:33<20:52, 26.19it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 867/33666 [00:33<20:52, 26.19it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 867/33666 [00:33<20:52, 26.19it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 868/33666 [00:33<20:52, 26.19it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 868/33666 [00:33<20:52, 26.19it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 869/33666 [00:33<20:52, 26.19it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 869/33666 [00:33<20:52, 26.19it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 870/33666 [00:33<20:52, 26.19it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 870/33666 [00:33<20:52, 26.19it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 871/33666 [00:33<20:52, 26.19it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 871/33666 [00:33<20:52, 26.19it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 872/33666 [00:33<20:52, 26.18it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 872/33666 [00:33<20:52, 26.18it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 873/33666 [00:33<20:52, 26.18it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 873/33666 [00:33<20:52, 26.18it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 874/33666 [00:33<20:52, 26.18it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 874/33666 [00:33<20:52, 26.18it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 875/33666 [00:33<20:52, 26.18it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 875/33666 [00:33<20:52, 26.18it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 876/33666 [00:33<20:52, 26.18it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 876/33666 [00:33<20:52, 26.18it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 877/33666 [00:33<20:52, 26.17it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 877/33666 [00:33<20:52, 26.17it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 878/33666 [00:33<20:52, 26.17it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 878/33666 [00:33<20:52, 26.17it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 879/33666 [00:33<20:52, 26.17it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 879/33666 [00:33<20:52, 26.17it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 880/33666 [00:33<20:52, 26.17it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 880/33666 [00:33<20:52, 26.17it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 881/33666 [00:33<20:52, 26.17it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 881/33666 [00:33<20:52, 26.17it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 882/33666 [00:33<20:52, 26.18it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 882/33666 [00:33<20:52, 26.17it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 883/33666 [00:33<20:52, 26.18it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 883/33666 [00:33<20:52, 26.18it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 884/33666 [00:33<20:52, 26.18it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 884/33666 [00:33<20:52, 26.18it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 885/33666 [00:33<20:52, 26.18it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 885/33666 [00:33<20:52, 26.18it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 886/33666 [00:33<20:52, 26.18it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 886/33666 [00:33<20:52, 26.17it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 887/33666 [00:33<20:52, 26.18it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 887/33666 [00:33<20:52, 26.18it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 888/33666 [00:33<20:52, 26.17it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 888/33666 [00:33<20:52, 26.17it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 889/33666 [00:33<20:52, 26.17it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 889/33666 [00:33<20:52, 26.17it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 890/33666 [00:33<20:52, 26.18it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 890/33666 [00:33<20:52, 26.18it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 891/33666 [00:34<20:52, 26.17it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 891/33666 [00:34<20:52, 26.17it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 892/33666 [00:34<20:52, 26.18it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 892/33666 [00:34<20:52, 26.18it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 893/33666 [00:34<20:52, 26.18it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 893/33666 [00:34<20:52, 26.17it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 894/33666 [00:34<20:52, 26.17it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 894/33666 [00:34<20:52, 26.17it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 895/33666 [00:34<20:52, 26.17it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 895/33666 [00:34<20:52, 26.17it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 896/33666 [00:34<20:51, 26.18it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 896/33666 [00:34<20:51, 26.17it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 897/33666 [00:34<20:51, 26.18it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 897/33666 [00:34<20:51, 26.18it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 898/33666 [00:34<20:51, 26.18it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 898/33666 [00:34<20:51, 26.18it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 899/33666 [00:34<20:51, 26.18it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 899/33666 [00:34<20:51, 26.18it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 900/33666 [00:34<20:51, 26.18it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 900/33666 [00:34<20:51, 26.18it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 901/33666 [00:34<20:51, 26.18it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 901/33666 [00:34<20:51, 26.18it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 902/33666 [00:34<20:51, 26.18it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 902/33666 [00:34<20:51, 26.18it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 903/33666 [00:34<20:51, 26.18it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 903/33666 [00:34<20:51, 26.18it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 904/33666 [00:34<20:51, 26.19it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 904/33666 [00:34<20:51, 26.18it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 905/33666 [00:34<20:51, 26.19it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 905/33666 [00:34<20:51, 26.19it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 906/33666 [00:34<20:51, 26.18it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 906/33666 [00:34<20:51, 26.18it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 907/33666 [00:34<20:51, 26.18it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 907/33666 [00:34<20:51, 26.18it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 908/33666 [00:34<20:50, 26.19it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 908/33666 [00:34<20:50, 26.19it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 909/33666 [00:34<20:50, 26.19it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 909/33666 [00:34<20:50, 26.19it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 910/33666 [00:34<20:50, 26.19it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 910/33666 [00:34<20:50, 26.19it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 911/33666 [00:34<20:50, 26.19it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 911/33666 [00:34<20:50, 26.19it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 912/33666 [00:34<20:50, 26.19it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 912/33666 [00:34<20:50, 26.19it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 913/33666 [00:34<20:50, 26.19it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 913/33666 [00:34<20:50, 26.19it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 914/33666 [00:34<20:50, 26.20it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 914/33666 [00:34<20:50, 26.19it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 915/33666 [00:34<20:50, 26.20it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 915/33666 [00:34<20:50, 26.20it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 916/33666 [00:34<20:50, 26.20it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 916/33666 [00:34<20:50, 26.20it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 917/33666 [00:35<20:50, 26.20it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 917/33666 [00:35<20:50, 26.19it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 918/33666 [00:35<20:50, 26.19it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 918/33666 [00:35<20:50, 26.19it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 919/33666 [00:35<20:50, 26.20it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 919/33666 [00:35<20:50, 26.20it/s, loss=4.58, v_num=0]
    Epoch 0:   3%|▎         | 920/33666 [00:35<20:50, 26.20it/s, loss=4.58, v_num=0]
    Epoch 0:   3%|▎         | 920/33666 [00:35<20:50, 26.20it/s, loss=4.59, v_num=0]
    Epoch 0:   3%|▎         | 921/33666 [00:35<20:49, 26.20it/s, loss=4.59, v_num=0]
    Epoch 0:   3%|▎         | 921/33666 [00:35<20:49, 26.20it/s, loss=4.58, v_num=0]
    Epoch 0:   3%|▎         | 922/33666 [00:35<20:49, 26.20it/s, loss=4.58, v_num=0]
    Epoch 0:   3%|▎         | 922/33666 [00:35<20:49, 26.20it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 923/33666 [00:35<20:50, 26.19it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 923/33666 [00:35<20:50, 26.19it/s, loss=4.59, v_num=0]
    Epoch 0:   3%|▎         | 924/33666 [00:35<20:50, 26.19it/s, loss=4.59, v_num=0]
    Epoch 0:   3%|▎         | 924/33666 [00:35<20:50, 26.19it/s, loss=4.6, v_num=0] 
    Epoch 0:   3%|▎         | 925/33666 [00:35<20:49, 26.19it/s, loss=4.6, v_num=0]
    Epoch 0:   3%|▎         | 925/33666 [00:35<20:49, 26.19it/s, loss=4.57, v_num=0]
    Epoch 0:   3%|▎         | 926/33666 [00:35<20:49, 26.20it/s, loss=4.57, v_num=0]
    Epoch 0:   3%|▎         | 926/33666 [00:35<20:49, 26.20it/s, loss=4.56, v_num=0]
    Epoch 0:   3%|▎         | 927/33666 [00:35<20:49, 26.20it/s, loss=4.56, v_num=0]
    Epoch 0:   3%|▎         | 927/33666 [00:35<20:49, 26.20it/s, loss=4.57, v_num=0]
    Epoch 0:   3%|▎         | 928/33666 [00:35<20:49, 26.20it/s, loss=4.57, v_num=0]
    Epoch 0:   3%|▎         | 928/33666 [00:35<20:49, 26.20it/s, loss=4.58, v_num=0]
    Epoch 0:   3%|▎         | 929/33666 [00:35<20:49, 26.20it/s, loss=4.58, v_num=0]
    Epoch 0:   3%|▎         | 929/33666 [00:35<20:49, 26.20it/s, loss=4.58, v_num=0]
    Epoch 0:   3%|▎         | 930/33666 [00:35<20:49, 26.20it/s, loss=4.58, v_num=0]
    Epoch 0:   3%|▎         | 930/33666 [00:35<20:49, 26.20it/s, loss=4.6, v_num=0] 
    Epoch 0:   3%|▎         | 931/33666 [00:35<20:49, 26.20it/s, loss=4.6, v_num=0]
    Epoch 0:   3%|▎         | 931/33666 [00:35<20:49, 26.20it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 932/33666 [00:35<20:49, 26.20it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 932/33666 [00:35<20:49, 26.20it/s, loss=4.6, v_num=0] 
    Epoch 0:   3%|▎         | 933/33666 [00:35<20:49, 26.20it/s, loss=4.6, v_num=0]
    Epoch 0:   3%|▎         | 933/33666 [00:35<20:49, 26.20it/s, loss=4.59, v_num=0]
    Epoch 0:   3%|▎         | 934/33666 [00:35<20:49, 26.20it/s, loss=4.59, v_num=0]
    Epoch 0:   3%|▎         | 934/33666 [00:35<20:49, 26.20it/s, loss=4.6, v_num=0] 
    Epoch 0:   3%|▎         | 935/33666 [00:35<20:49, 26.20it/s, loss=4.6, v_num=0]
    Epoch 0:   3%|▎         | 935/33666 [00:35<20:49, 26.20it/s, loss=4.58, v_num=0]
    Epoch 0:   3%|▎         | 936/33666 [00:35<20:49, 26.20it/s, loss=4.58, v_num=0]
    Epoch 0:   3%|▎         | 936/33666 [00:35<20:49, 26.20it/s, loss=4.58, v_num=0]
    Epoch 0:   3%|▎         | 937/33666 [00:35<20:49, 26.20it/s, loss=4.58, v_num=0]
    Epoch 0:   3%|▎         | 937/33666 [00:35<20:49, 26.20it/s, loss=4.58, v_num=0]
    Epoch 0:   3%|▎         | 938/33666 [00:35<20:48, 26.21it/s, loss=4.58, v_num=0]
    Epoch 0:   3%|▎         | 938/33666 [00:35<20:48, 26.21it/s, loss=4.59, v_num=0]
    Epoch 0:   3%|▎         | 939/33666 [00:35<20:48, 26.21it/s, loss=4.59, v_num=0]
    Epoch 0:   3%|▎         | 939/33666 [00:35<20:48, 26.21it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 940/33666 [00:35<20:48, 26.22it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 940/33666 [00:35<20:48, 26.21it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 941/33666 [00:35<20:48, 26.22it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 941/33666 [00:35<20:48, 26.22it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 942/33666 [00:35<20:47, 26.23it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 942/33666 [00:35<20:47, 26.22it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 943/33666 [00:35<20:47, 26.23it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 943/33666 [00:35<20:47, 26.23it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 944/33666 [00:35<20:47, 26.23it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 944/33666 [00:35<20:47, 26.23it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 945/33666 [00:36<20:47, 26.23it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 945/33666 [00:36<20:47, 26.23it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 946/33666 [00:36<20:47, 26.23it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 946/33666 [00:36<20:47, 26.23it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 947/33666 [00:36<20:47, 26.22it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 947/33666 [00:36<20:47, 26.22it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 948/33666 [00:36<20:47, 26.22it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 948/33666 [00:36<20:47, 26.22it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 949/33666 [00:36<20:47, 26.22it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 949/33666 [00:36<20:47, 26.22it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 950/33666 [00:36<20:47, 26.22it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 950/33666 [00:36<20:47, 26.22it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 951/33666 [00:36<20:47, 26.21it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 951/33666 [00:36<20:48, 26.21it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 952/33666 [00:36<20:48, 26.21it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 952/33666 [00:36<20:48, 26.21it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 953/33666 [00:36<20:47, 26.21it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 953/33666 [00:36<20:48, 26.21it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 954/33666 [00:36<20:47, 26.22it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 954/33666 [00:36<20:47, 26.22it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 955/33666 [00:36<20:47, 26.22it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 955/33666 [00:36<20:47, 26.22it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 956/33666 [00:36<20:47, 26.21it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 956/33666 [00:36<20:47, 26.21it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 957/33666 [00:36<20:47, 26.21it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 957/33666 [00:36<20:47, 26.21it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 958/33666 [00:36<20:47, 26.21it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 958/33666 [00:36<20:47, 26.21it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 959/33666 [00:36<20:47, 26.21it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 959/33666 [00:36<20:47, 26.21it/s, loss=4.59, v_num=0]
    Epoch 0:   3%|▎         | 960/33666 [00:36<20:47, 26.21it/s, loss=4.59, v_num=0]
    Epoch 0:   3%|▎         | 960/33666 [00:36<20:47, 26.21it/s, loss=4.57, v_num=0]
    Epoch 0:   3%|▎         | 961/33666 [00:36<20:47, 26.21it/s, loss=4.57, v_num=0]
    Epoch 0:   3%|▎         | 961/33666 [00:36<20:47, 26.21it/s, loss=4.59, v_num=0]
    Epoch 0:   3%|▎         | 962/33666 [00:36<20:47, 26.21it/s, loss=4.59, v_num=0]
    Epoch 0:   3%|▎         | 962/33666 [00:36<20:47, 26.21it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 963/33666 [00:36<20:47, 26.21it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 963/33666 [00:36<20:47, 26.21it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 964/33666 [00:36<20:47, 26.21it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 964/33666 [00:36<20:47, 26.21it/s, loss=4.6, v_num=0] 
    Epoch 0:   3%|▎         | 965/33666 [00:36<20:47, 26.21it/s, loss=4.6, v_num=0]
    Epoch 0:   3%|▎         | 965/33666 [00:36<20:47, 26.21it/s, loss=4.6, v_num=0]
    Epoch 0:   3%|▎         | 966/33666 [00:36<20:47, 26.21it/s, loss=4.6, v_num=0]
    Epoch 0:   3%|▎         | 966/33666 [00:36<20:47, 26.21it/s, loss=4.6, v_num=0]
    Epoch 0:   3%|▎         | 967/33666 [00:36<20:47, 26.21it/s, loss=4.6, v_num=0]
    Epoch 0:   3%|▎         | 967/33666 [00:36<20:47, 26.21it/s, loss=4.58, v_num=0]
    Epoch 0:   3%|▎         | 968/33666 [00:36<20:47, 26.21it/s, loss=4.58, v_num=0]
    Epoch 0:   3%|▎         | 968/33666 [00:36<20:47, 26.21it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 969/33666 [00:36<20:47, 26.21it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 969/33666 [00:36<20:47, 26.21it/s, loss=4.59, v_num=0]
    Epoch 0:   3%|▎         | 970/33666 [00:37<20:47, 26.21it/s, loss=4.59, v_num=0]
    Epoch 0:   3%|▎         | 970/33666 [00:37<20:47, 26.21it/s, loss=4.59, v_num=0]
    Epoch 0:   3%|▎         | 971/33666 [00:37<20:47, 26.21it/s, loss=4.59, v_num=0]
    Epoch 0:   3%|▎         | 971/33666 [00:37<20:47, 26.21it/s, loss=4.6, v_num=0] 
    Epoch 0:   3%|▎         | 972/33666 [00:37<20:47, 26.21it/s, loss=4.6, v_num=0]
    Epoch 0:   3%|▎         | 972/33666 [00:37<20:47, 26.21it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 973/33666 [00:37<20:47, 26.21it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 973/33666 [00:37<20:47, 26.21it/s, loss=4.6, v_num=0] 
    Epoch 0:   3%|▎         | 974/33666 [00:37<20:47, 26.21it/s, loss=4.6, v_num=0]
    Epoch 0:   3%|▎         | 974/33666 [00:37<20:47, 26.21it/s, loss=4.6, v_num=0]
    Epoch 0:   3%|▎         | 975/33666 [00:37<20:47, 26.21it/s, loss=4.6, v_num=0]
    Epoch 0:   3%|▎         | 975/33666 [00:37<20:47, 26.21it/s, loss=4.6, v_num=0]
    Epoch 0:   3%|▎         | 976/33666 [00:37<20:47, 26.21it/s, loss=4.6, v_num=0]
    Epoch 0:   3%|▎         | 976/33666 [00:37<20:47, 26.21it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 977/33666 [00:37<20:47, 26.21it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 977/33666 [00:37<20:47, 26.21it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 978/33666 [00:37<20:47, 26.21it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 978/33666 [00:37<20:47, 26.21it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 979/33666 [00:37<20:47, 26.21it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 979/33666 [00:37<20:47, 26.21it/s, loss=4.67, v_num=0]
    Epoch 0:   3%|▎         | 980/33666 [00:37<20:47, 26.20it/s, loss=4.67, v_num=0]
    Epoch 0:   3%|▎         | 980/33666 [00:37<20:47, 26.20it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 981/33666 [00:37<20:47, 26.20it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 981/33666 [00:37<20:47, 26.20it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 982/33666 [00:37<20:47, 26.21it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 982/33666 [00:37<20:47, 26.21it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 983/33666 [00:37<20:47, 26.20it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 983/33666 [00:37<20:47, 26.20it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 984/33666 [00:37<20:47, 26.20it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 984/33666 [00:37<20:47, 26.20it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 985/33666 [00:37<20:47, 26.20it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 985/33666 [00:37<20:47, 26.20it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 986/33666 [00:37<20:47, 26.20it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 986/33666 [00:37<20:47, 26.20it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 987/33666 [00:37<20:47, 26.20it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 987/33666 [00:37<20:47, 26.20it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 988/33666 [00:37<20:47, 26.20it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 988/33666 [00:37<20:47, 26.20it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 989/33666 [00:37<20:47, 26.20it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 989/33666 [00:37<20:47, 26.20it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 990/33666 [00:37<20:47, 26.20it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 990/33666 [00:37<20:47, 26.20it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 991/33666 [00:37<20:47, 26.20it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 991/33666 [00:37<20:47, 26.20it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 992/33666 [00:37<20:47, 26.20it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 992/33666 [00:37<20:47, 26.20it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 993/33666 [00:37<20:47, 26.20it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 993/33666 [00:37<20:47, 26.20it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 994/33666 [00:37<20:47, 26.20it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 994/33666 [00:37<20:47, 26.20it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 995/33666 [00:37<20:47, 26.19it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 995/33666 [00:37<20:47, 26.19it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 996/33666 [00:38<20:47, 26.19it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 996/33666 [00:38<20:47, 26.19it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 997/33666 [00:38<20:47, 26.19it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 997/33666 [00:38<20:47, 26.19it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 998/33666 [00:38<20:47, 26.19it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 998/33666 [00:38<20:47, 26.19it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 999/33666 [00:38<20:47, 26.18it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 999/33666 [00:38<20:47, 26.18it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 1000/33666 [00:38<20:47, 26.18it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 1000/33666 [00:38<20:47, 26.18it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1001/33666 [00:38<20:48, 26.17it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1001/33666 [00:38<20:48, 26.17it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1002/33666 [00:38<20:48, 26.17it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1002/33666 [00:38<20:48, 26.17it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 1003/33666 [00:38<20:48, 26.17it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 1003/33666 [00:38<20:48, 26.17it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1004/33666 [00:38<20:48, 26.17it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1004/33666 [00:38<20:48, 26.17it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1005/33666 [00:38<20:48, 26.16it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1005/33666 [00:38<20:48, 26.16it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1006/33666 [00:38<20:48, 26.17it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1006/33666 [00:38<20:48, 26.17it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1007/33666 [00:38<20:48, 26.16it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1007/33666 [00:38<20:48, 26.16it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 1008/33666 [00:38<20:48, 26.16it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 1008/33666 [00:38<20:48, 26.16it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1009/33666 [00:38<20:48, 26.16it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1009/33666 [00:38<20:48, 26.16it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1010/33666 [00:38<20:48, 26.16it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1010/33666 [00:38<20:48, 26.15it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1011/33666 [00:38<20:48, 26.15it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1011/33666 [00:38<20:48, 26.15it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1012/33666 [00:38<20:48, 26.15it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1012/33666 [00:38<20:48, 26.15it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1013/33666 [00:38<20:48, 26.15it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1013/33666 [00:38<20:48, 26.15it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1014/33666 [00:38<20:48, 26.15it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1014/33666 [00:38<20:48, 26.15it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 1015/33666 [00:38<20:48, 26.15it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 1015/33666 [00:38<20:48, 26.15it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1016/33666 [00:38<20:48, 26.15it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1016/33666 [00:38<20:48, 26.15it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1017/33666 [00:38<20:48, 26.15it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1017/33666 [00:38<20:48, 26.15it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1018/33666 [00:38<20:48, 26.15it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1018/33666 [00:38<20:48, 26.15it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 1019/33666 [00:38<20:48, 26.15it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 1019/33666 [00:38<20:48, 26.15it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 1020/33666 [00:39<20:48, 26.15it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 1020/33666 [00:39<20:48, 26.15it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 1021/33666 [00:39<20:48, 26.15it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 1021/33666 [00:39<20:48, 26.15it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 1022/33666 [00:39<20:48, 26.16it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 1022/33666 [00:39<20:48, 26.15it/s, loss=4.67, v_num=0]
    Epoch 0:   3%|▎         | 1023/33666 [00:39<20:48, 26.15it/s, loss=4.67, v_num=0]
    Epoch 0:   3%|▎         | 1023/33666 [00:39<20:48, 26.15it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 1024/33666 [00:39<20:48, 26.15it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 1024/33666 [00:39<20:48, 26.15it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 1025/33666 [00:39<20:48, 26.15it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 1025/33666 [00:39<20:48, 26.15it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 1026/33666 [00:39<20:47, 26.15it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 1026/33666 [00:39<20:47, 26.15it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 1027/33666 [00:39<20:47, 26.16it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 1027/33666 [00:39<20:47, 26.16it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 1028/33666 [00:39<20:47, 26.16it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 1028/33666 [00:39<20:47, 26.16it/s, loss=4.67, v_num=0]
    Epoch 0:   3%|▎         | 1029/33666 [00:39<20:47, 26.16it/s, loss=4.67, v_num=0]
    Epoch 0:   3%|▎         | 1029/33666 [00:39<20:47, 26.16it/s, loss=4.68, v_num=0]
    Epoch 0:   3%|▎         | 1030/33666 [00:39<20:47, 26.16it/s, loss=4.68, v_num=0]
    Epoch 0:   3%|▎         | 1030/33666 [00:39<20:47, 26.16it/s, loss=4.68, v_num=0]
    Epoch 0:   3%|▎         | 1031/33666 [00:39<20:47, 26.15it/s, loss=4.68, v_num=0]
    Epoch 0:   3%|▎         | 1031/33666 [00:39<20:47, 26.15it/s, loss=4.68, v_num=0]
    Epoch 0:   3%|▎         | 1032/33666 [00:39<20:47, 26.15it/s, loss=4.68, v_num=0]
    Epoch 0:   3%|▎         | 1032/33666 [00:39<20:47, 26.15it/s, loss=4.67, v_num=0]
    Epoch 0:   3%|▎         | 1033/33666 [00:39<20:47, 26.16it/s, loss=4.67, v_num=0]
    Epoch 0:   3%|▎         | 1033/33666 [00:39<20:47, 26.16it/s, loss=4.67, v_num=0]
    Epoch 0:   3%|▎         | 1034/33666 [00:39<20:47, 26.16it/s, loss=4.67, v_num=0]
    Epoch 0:   3%|▎         | 1034/33666 [00:39<20:47, 26.15it/s, loss=4.69, v_num=0]
    Epoch 0:   3%|▎         | 1035/33666 [00:39<20:47, 26.16it/s, loss=4.69, v_num=0]
    Epoch 0:   3%|▎         | 1035/33666 [00:39<20:47, 26.16it/s, loss=4.67, v_num=0]
    Epoch 0:   3%|▎         | 1036/33666 [00:39<20:47, 26.16it/s, loss=4.67, v_num=0]
    Epoch 0:   3%|▎         | 1036/33666 [00:39<20:47, 26.16it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 1037/33666 [00:39<20:47, 26.16it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 1037/33666 [00:39<20:47, 26.16it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 1038/33666 [00:39<20:47, 26.16it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 1038/33666 [00:39<20:47, 26.16it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1039/33666 [00:39<20:47, 26.16it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1039/33666 [00:39<20:47, 26.16it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1040/33666 [00:39<20:46, 26.16it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1040/33666 [00:39<20:46, 26.16it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1041/33666 [00:39<20:46, 26.17it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1041/33666 [00:39<20:46, 26.17it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1042/33666 [00:39<20:46, 26.17it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1042/33666 [00:39<20:46, 26.17it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 1043/33666 [00:39<20:46, 26.17it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 1043/33666 [00:39<20:46, 26.17it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 1044/33666 [00:39<20:46, 26.17it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 1044/33666 [00:39<20:46, 26.17it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1045/33666 [00:39<20:46, 26.17it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1045/33666 [00:39<20:46, 26.17it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 1046/33666 [00:39<20:46, 26.17it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 1046/33666 [00:39<20:46, 26.17it/s, loss=4.67, v_num=0]
    Epoch 0:   3%|▎         | 1047/33666 [00:39<20:46, 26.18it/s, loss=4.67, v_num=0]
    Epoch 0:   3%|▎         | 1047/33666 [00:39<20:46, 26.18it/s, loss=4.68, v_num=0]
    Epoch 0:   3%|▎         | 1048/33666 [00:40<20:46, 26.18it/s, loss=4.68, v_num=0]
    Epoch 0:   3%|▎         | 1048/33666 [00:40<20:46, 26.18it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 1049/33666 [00:40<20:46, 26.18it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 1049/33666 [00:40<20:46, 26.18it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 1050/33666 [00:40<20:45, 26.18it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 1050/33666 [00:40<20:45, 26.18it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 1051/33666 [00:40<20:45, 26.18it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 1051/33666 [00:40<20:45, 26.18it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 1052/33666 [00:40<20:45, 26.18it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 1052/33666 [00:40<20:45, 26.18it/s, loss=4.67, v_num=0]
    Epoch 0:   3%|▎         | 1053/33666 [00:40<20:45, 26.18it/s, loss=4.67, v_num=0]
    Epoch 0:   3%|▎         | 1053/33666 [00:40<20:45, 26.18it/s, loss=4.68, v_num=0]
    Epoch 0:   3%|▎         | 1054/33666 [00:40<20:45, 26.19it/s, loss=4.68, v_num=0]
    Epoch 0:   3%|▎         | 1054/33666 [00:40<20:45, 26.19it/s, loss=4.67, v_num=0]
    Epoch 0:   3%|▎         | 1055/33666 [00:40<20:45, 26.19it/s, loss=4.67, v_num=0]
    Epoch 0:   3%|▎         | 1055/33666 [00:40<20:45, 26.19it/s, loss=4.67, v_num=0]
    Epoch 0:   3%|▎         | 1056/33666 [00:40<20:45, 26.19it/s, loss=4.67, v_num=0]
    Epoch 0:   3%|▎         | 1056/33666 [00:40<20:45, 26.19it/s, loss=4.67, v_num=0]
    Epoch 0:   3%|▎         | 1057/33666 [00:40<20:45, 26.19it/s, loss=4.67, v_num=0]
    Epoch 0:   3%|▎         | 1057/33666 [00:40<20:45, 26.19it/s, loss=4.68, v_num=0]
    Epoch 0:   3%|▎         | 1058/33666 [00:40<20:44, 26.19it/s, loss=4.68, v_num=0]
    Epoch 0:   3%|▎         | 1058/33666 [00:40<20:44, 26.19it/s, loss=4.67, v_num=0]
    Epoch 0:   3%|▎         | 1059/33666 [00:40<20:44, 26.19it/s, loss=4.67, v_num=0]
    Epoch 0:   3%|▎         | 1059/33666 [00:40<20:44, 26.19it/s, loss=4.68, v_num=0]
    Epoch 0:   3%|▎         | 1060/33666 [00:40<20:44, 26.19it/s, loss=4.68, v_num=0]
    Epoch 0:   3%|▎         | 1060/33666 [00:40<20:44, 26.19it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 1061/33666 [00:40<20:44, 26.20it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 1061/33666 [00:40<20:44, 26.20it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 1062/33666 [00:40<20:44, 26.20it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 1062/33666 [00:40<20:44, 26.20it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1063/33666 [00:40<20:44, 26.20it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1063/33666 [00:40<20:44, 26.20it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1064/33666 [00:40<20:44, 26.20it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1064/33666 [00:40<20:44, 26.20it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1065/33666 [00:40<20:44, 26.20it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1065/33666 [00:40<20:44, 26.20it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1066/33666 [00:40<20:44, 26.20it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1066/33666 [00:40<20:44, 26.20it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1067/33666 [00:40<20:44, 26.20it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1067/33666 [00:40<20:44, 26.20it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1068/33666 [00:40<20:43, 26.21it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1068/33666 [00:40<20:43, 26.20it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1069/33666 [00:40<20:43, 26.20it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1069/33666 [00:40<20:43, 26.20it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1070/33666 [00:40<20:43, 26.20it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1070/33666 [00:40<20:43, 26.20it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 1071/33666 [00:40<20:43, 26.21it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 1071/33666 [00:40<20:43, 26.20it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 1072/33666 [00:40<20:43, 26.20it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 1072/33666 [00:40<20:43, 26.20it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1073/33666 [00:40<20:43, 26.20it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1073/33666 [00:40<20:43, 26.20it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 1074/33666 [00:40<20:43, 26.20it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 1074/33666 [00:40<20:43, 26.20it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 1075/33666 [00:41<20:43, 26.21it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 1075/33666 [00:41<20:43, 26.20it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 1076/33666 [00:41<20:43, 26.21it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 1076/33666 [00:41<20:43, 26.21it/s, loss=4.67, v_num=0]
    Epoch 0:   3%|▎         | 1077/33666 [00:41<20:43, 26.21it/s, loss=4.67, v_num=0]
    Epoch 0:   3%|▎         | 1077/33666 [00:41<20:43, 26.21it/s, loss=4.68, v_num=0]
    Epoch 0:   3%|▎         | 1078/33666 [00:41<20:43, 26.21it/s, loss=4.68, v_num=0]
    Epoch 0:   3%|▎         | 1078/33666 [00:41<20:43, 26.21it/s, loss=4.68, v_num=0]
    Epoch 0:   3%|▎         | 1079/33666 [00:41<20:43, 26.21it/s, loss=4.68, v_num=0]
    Epoch 0:   3%|▎         | 1079/33666 [00:41<20:43, 26.21it/s, loss=4.67, v_num=0]
    Epoch 0:   3%|▎         | 1080/33666 [00:41<20:43, 26.21it/s, loss=4.67, v_num=0]
    Epoch 0:   3%|▎         | 1080/33666 [00:41<20:43, 26.21it/s, loss=4.68, v_num=0]
    Epoch 0:   3%|▎         | 1081/33666 [00:41<20:43, 26.21it/s, loss=4.68, v_num=0]
    Epoch 0:   3%|▎         | 1081/33666 [00:41<20:43, 26.21it/s, loss=4.7, v_num=0] 
    Epoch 0:   3%|▎         | 1082/33666 [00:41<20:42, 26.21it/s, loss=4.7, v_num=0]
    Epoch 0:   3%|▎         | 1082/33666 [00:41<20:42, 26.21it/s, loss=4.69, v_num=0]
    Epoch 0:   3%|▎         | 1083/33666 [00:41<20:42, 26.22it/s, loss=4.69, v_num=0]
    Epoch 0:   3%|▎         | 1083/33666 [00:41<20:42, 26.22it/s, loss=4.68, v_num=0]
    Epoch 0:   3%|▎         | 1084/33666 [00:41<20:42, 26.21it/s, loss=4.68, v_num=0]
    Epoch 0:   3%|▎         | 1084/33666 [00:41<20:42, 26.21it/s, loss=4.68, v_num=0]
    Epoch 0:   3%|▎         | 1085/33666 [00:41<20:42, 26.21it/s, loss=4.68, v_num=0]
    Epoch 0:   3%|▎         | 1085/33666 [00:41<20:42, 26.21it/s, loss=4.68, v_num=0]
    Epoch 0:   3%|▎         | 1086/33666 [00:41<20:42, 26.21it/s, loss=4.68, v_num=0]
    Epoch 0:   3%|▎         | 1086/33666 [00:41<20:42, 26.21it/s, loss=4.69, v_num=0]
    Epoch 0:   3%|▎         | 1087/33666 [00:41<20:42, 26.22it/s, loss=4.69, v_num=0]
    Epoch 0:   3%|▎         | 1087/33666 [00:41<20:42, 26.22it/s, loss=4.69, v_num=0]
    Epoch 0:   3%|▎         | 1088/33666 [00:41<20:42, 26.22it/s, loss=4.69, v_num=0]
    Epoch 0:   3%|▎         | 1088/33666 [00:41<20:42, 26.22it/s, loss=4.68, v_num=0]
    Epoch 0:   3%|▎         | 1089/33666 [00:41<20:42, 26.22it/s, loss=4.68, v_num=0]
    Epoch 0:   3%|▎         | 1089/33666 [00:41<20:42, 26.22it/s, loss=4.67, v_num=0]
    Epoch 0:   3%|▎         | 1090/33666 [00:41<20:42, 26.22it/s, loss=4.67, v_num=0]
    Epoch 0:   3%|▎         | 1090/33666 [00:41<20:42, 26.22it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 1091/33666 [00:41<20:42, 26.22it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 1091/33666 [00:41<20:42, 26.22it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 1092/33666 [00:41<20:42, 26.22it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 1092/33666 [00:41<20:42, 26.22it/s, loss=4.68, v_num=0]
    Epoch 0:   3%|▎         | 1093/33666 [00:41<20:42, 26.22it/s, loss=4.68, v_num=0]
    Epoch 0:   3%|▎         | 1093/33666 [00:41<20:42, 26.22it/s, loss=4.67, v_num=0]
    Epoch 0:   3%|▎         | 1094/33666 [00:41<20:42, 26.22it/s, loss=4.67, v_num=0]
    Epoch 0:   3%|▎         | 1094/33666 [00:41<20:42, 26.22it/s, loss=4.67, v_num=0]
    Epoch 0:   3%|▎         | 1095/33666 [00:41<20:41, 26.22it/s, loss=4.67, v_num=0]
    Epoch 0:   3%|▎         | 1095/33666 [00:41<20:41, 26.22it/s, loss=4.67, v_num=0]
    Epoch 0:   3%|▎         | 1096/33666 [00:41<20:42, 26.22it/s, loss=4.67, v_num=0]
    Epoch 0:   3%|▎         | 1096/33666 [00:41<20:42, 26.22it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 1097/33666 [00:41<20:41, 26.22it/s, loss=4.66, v_num=0]
    Epoch 0:   3%|▎         | 1097/33666 [00:41<20:41, 26.22it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 1098/33666 [00:41<20:41, 26.23it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 1098/33666 [00:41<20:41, 26.23it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 1099/33666 [00:41<20:41, 26.23it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 1099/33666 [00:41<20:41, 26.23it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 1100/33666 [00:41<20:41, 26.23it/s, loss=4.65, v_num=0]
    Epoch 0:   3%|▎         | 1100/33666 [00:41<20:41, 26.23it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1101/33666 [00:41<20:41, 26.23it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1101/33666 [00:41<20:41, 26.23it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1102/33666 [00:42<20:41, 26.23it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1102/33666 [00:42<20:41, 26.23it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1103/33666 [00:42<20:41, 26.23it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1103/33666 [00:42<20:41, 26.23it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1104/33666 [00:42<20:41, 26.23it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1104/33666 [00:42<20:41, 26.23it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1105/33666 [00:42<20:41, 26.24it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1105/33666 [00:42<20:41, 26.24it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1106/33666 [00:42<20:41, 26.24it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1106/33666 [00:42<20:41, 26.24it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1107/33666 [00:42<20:41, 26.23it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1107/33666 [00:42<20:41, 26.23it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1108/33666 [00:42<20:40, 26.24it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1108/33666 [00:42<20:40, 26.24it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1109/33666 [00:42<20:40, 26.24it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1109/33666 [00:42<20:40, 26.24it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1110/33666 [00:42<20:40, 26.24it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1110/33666 [00:42<20:40, 26.24it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1111/33666 [00:42<20:40, 26.24it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1111/33666 [00:42<20:40, 26.24it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1112/33666 [00:42<20:40, 26.24it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1112/33666 [00:42<20:40, 26.24it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 1113/33666 [00:42<20:40, 26.24it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 1113/33666 [00:42<20:40, 26.24it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 1114/33666 [00:42<20:40, 26.24it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 1114/33666 [00:42<20:40, 26.24it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 1115/33666 [00:42<20:40, 26.24it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 1115/33666 [00:42<20:40, 26.24it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1116/33666 [00:42<20:40, 26.24it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1116/33666 [00:42<20:40, 26.24it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1117/33666 [00:42<20:40, 26.24it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1117/33666 [00:42<20:40, 26.24it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1118/33666 [00:42<20:40, 26.24it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1118/33666 [00:42<20:40, 26.24it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1119/33666 [00:42<20:40, 26.24it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1119/33666 [00:42<20:40, 26.24it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1120/33666 [00:42<20:40, 26.24it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1120/33666 [00:42<20:40, 26.24it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1121/33666 [00:42<20:40, 26.24it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1121/33666 [00:42<20:40, 26.24it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1122/33666 [00:42<20:40, 26.24it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1122/33666 [00:42<20:40, 26.24it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1123/33666 [00:42<20:39, 26.24it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1123/33666 [00:42<20:40, 26.24it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1124/33666 [00:42<20:39, 26.24it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1124/33666 [00:42<20:40, 26.24it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1125/33666 [00:42<20:39, 26.25it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1125/33666 [00:42<20:39, 26.25it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1126/33666 [00:42<20:39, 26.25it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1126/33666 [00:42<20:39, 26.25it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1127/33666 [00:42<20:39, 26.25it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1127/33666 [00:42<20:39, 26.25it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 1128/33666 [00:42<20:39, 26.25it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 1128/33666 [00:42<20:39, 26.25it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1129/33666 [00:43<20:39, 26.25it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1129/33666 [00:43<20:39, 26.25it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1130/33666 [00:43<20:39, 26.25it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1130/33666 [00:43<20:39, 26.25it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1131/33666 [00:43<20:39, 26.25it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1131/33666 [00:43<20:39, 26.25it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1132/33666 [00:43<20:39, 26.26it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1132/33666 [00:43<20:39, 26.26it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1133/33666 [00:43<20:39, 26.25it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1133/33666 [00:43<20:39, 26.25it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1134/33666 [00:43<20:39, 26.25it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1134/33666 [00:43<20:39, 26.25it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1135/33666 [00:43<20:39, 26.25it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1135/33666 [00:43<20:39, 26.25it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1136/33666 [00:43<20:39, 26.25it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1136/33666 [00:43<20:39, 26.25it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1137/33666 [00:43<20:38, 26.26it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1137/33666 [00:43<20:38, 26.26it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1138/33666 [00:43<20:38, 26.26it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1138/33666 [00:43<20:38, 26.26it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1139/33666 [00:43<20:38, 26.26it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1139/33666 [00:43<20:38, 26.26it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1140/33666 [00:43<20:38, 26.26it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1140/33666 [00:43<20:38, 26.26it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1141/33666 [00:43<20:38, 26.26it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1141/33666 [00:43<20:38, 26.26it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1142/33666 [00:43<20:38, 26.26it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1142/33666 [00:43<20:38, 26.26it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1143/33666 [00:43<20:38, 26.26it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1143/33666 [00:43<20:38, 26.26it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1144/33666 [00:43<20:38, 26.27it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1144/33666 [00:43<20:38, 26.27it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1145/33666 [00:43<20:38, 26.27it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1145/33666 [00:43<20:38, 26.27it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1146/33666 [00:43<20:38, 26.27it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1146/33666 [00:43<20:38, 26.27it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1147/33666 [00:43<20:38, 26.27it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1147/33666 [00:43<20:38, 26.26it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1148/33666 [00:43<20:38, 26.27it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1148/33666 [00:43<20:38, 26.27it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1149/33666 [00:43<20:37, 26.27it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1149/33666 [00:43<20:37, 26.27it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1150/33666 [00:43<20:37, 26.27it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1150/33666 [00:43<20:37, 26.27it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1151/33666 [00:43<20:37, 26.27it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1151/33666 [00:43<20:37, 26.27it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1152/33666 [00:43<20:37, 26.27it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1152/33666 [00:43<20:37, 26.27it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1153/33666 [00:43<20:37, 26.27it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1153/33666 [00:43<20:37, 26.27it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1154/33666 [00:43<20:37, 26.28it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1154/33666 [00:43<20:37, 26.28it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1155/33666 [00:43<20:37, 26.28it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1155/33666 [00:43<20:37, 26.28it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1156/33666 [00:43<20:37, 26.28it/s, loss=4.64, v_num=0]
    Epoch 0:   3%|▎         | 1156/33666 [00:43<20:37, 26.28it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1157/33666 [00:44<20:37, 26.28it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1157/33666 [00:44<20:37, 26.28it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1158/33666 [00:44<20:36, 26.28it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1158/33666 [00:44<20:36, 26.28it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1159/33666 [00:44<20:36, 26.28it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1159/33666 [00:44<20:36, 26.28it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1160/33666 [00:44<20:36, 26.28it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1160/33666 [00:44<20:36, 26.28it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1161/33666 [00:44<20:36, 26.28it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1161/33666 [00:44<20:36, 26.28it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1162/33666 [00:44<20:36, 26.28it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1162/33666 [00:44<20:36, 26.28it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1163/33666 [00:44<20:36, 26.28it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1163/33666 [00:44<20:36, 26.28it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1164/33666 [00:44<20:36, 26.28it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1164/33666 [00:44<20:36, 26.28it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1165/33666 [00:44<20:36, 26.28it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1165/33666 [00:44<20:36, 26.28it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1166/33666 [00:44<20:36, 26.29it/s, loss=4.63, v_num=0]
    Epoch 0:   3%|▎         | 1166/33666 [00:44<20:36, 26.29it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 1167/33666 [00:44<20:36, 26.29it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 1167/33666 [00:44<20:36, 26.29it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1168/33666 [00:44<20:36, 26.28it/s, loss=4.62, v_num=0]
    Epoch 0:   3%|▎         | 1168/33666 [00:44<20:36, 26.28it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 1169/33666 [00:44<20:36, 26.29it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 1169/33666 [00:44<20:36, 26.28it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 1170/33666 [00:44<20:36, 26.29it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 1170/33666 [00:44<20:36, 26.29it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 1171/33666 [00:44<20:36, 26.29it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 1171/33666 [00:44<20:36, 26.29it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 1172/33666 [00:44<20:36, 26.29it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 1172/33666 [00:44<20:36, 26.29it/s, loss=4.6, v_num=0] 
    Epoch 0:   3%|▎         | 1173/33666 [00:44<20:35, 26.29it/s, loss=4.6, v_num=0]
    Epoch 0:   3%|▎         | 1173/33666 [00:44<20:35, 26.29it/s, loss=4.59, v_num=0]
    Epoch 0:   3%|▎         | 1174/33666 [00:44<20:35, 26.29it/s, loss=4.59, v_num=0]
    Epoch 0:   3%|▎         | 1174/33666 [00:44<20:35, 26.29it/s, loss=4.6, v_num=0] 
    Epoch 0:   3%|▎         | 1175/33666 [00:44<20:35, 26.29it/s, loss=4.6, v_num=0]
    Epoch 0:   3%|▎         | 1175/33666 [00:44<20:35, 26.29it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 1176/33666 [00:44<20:35, 26.29it/s, loss=4.61, v_num=0]
    Epoch 0:   3%|▎         | 1176/33666 [00:44<20:35, 26.29it/s, loss=4.6, v_num=0] 
    Epoch 0:   3%|▎         | 1177/33666 [00:44<20:35, 26.29it/s, loss=4.6, v_num=0]
    Epoch 0:   3%|▎         | 1177/33666 [00:44<20:35, 26.29it/s, loss=4.6, v_num=0]
    Epoch 0:   3%|▎         | 1178/33666 [00:44<20:35, 26.29it/s, loss=4.6, v_num=0]
    Epoch 0:   3%|▎         | 1178/33666 [00:44<20:35, 26.29it/s, loss=4.6, v_num=0]
    Epoch 0:   4%|▎         | 1179/33666 [00:44<20:35, 26.29it/s, loss=4.6, v_num=0]
    Epoch 0:   4%|▎         | 1179/33666 [00:44<20:35, 26.29it/s, loss=4.59, v_num=0]
    Epoch 0:   4%|▎         | 1180/33666 [00:44<20:35, 26.29it/s, loss=4.59, v_num=0]
    Epoch 0:   4%|▎         | 1180/33666 [00:44<20:35, 26.29it/s, loss=4.58, v_num=0]
    Epoch 0:   4%|▎         | 1181/33666 [00:44<20:35, 26.29it/s, loss=4.58, v_num=0]
    Epoch 0:   4%|▎         | 1181/33666 [00:44<20:35, 26.29it/s, loss=4.59, v_num=0]
    Epoch 0:   4%|▎         | 1182/33666 [00:44<20:35, 26.29it/s, loss=4.59, v_num=0]
    Epoch 0:   4%|▎         | 1182/33666 [00:44<20:35, 26.29it/s, loss=4.58, v_num=0]
    Epoch 0:   4%|▎         | 1183/33666 [00:44<20:35, 26.29it/s, loss=4.58, v_num=0]
    Epoch 0:   4%|▎         | 1183/33666 [00:44<20:35, 26.29it/s, loss=4.59, v_num=0]
    Epoch 0:   4%|▎         | 1184/33666 [00:45<20:35, 26.29it/s, loss=4.59, v_num=0]
    Epoch 0:   4%|▎         | 1184/33666 [00:45<20:35, 26.29it/s, loss=4.59, v_num=0]
    Epoch 0:   4%|▎         | 1185/33666 [00:45<20:35, 26.30it/s, loss=4.59, v_num=0]
    Epoch 0:   4%|▎         | 1185/33666 [00:45<20:35, 26.30it/s, loss=4.6, v_num=0] 
    Epoch 0:   4%|▎         | 1186/33666 [00:45<20:35, 26.30it/s, loss=4.6, v_num=0]
    Epoch 0:   4%|▎         | 1186/33666 [00:45<20:35, 26.30it/s, loss=4.61, v_num=0]
    Epoch 0:   4%|▎         | 1187/33666 [00:45<20:35, 26.30it/s, loss=4.61, v_num=0]
    Epoch 0:   4%|▎         | 1187/33666 [00:45<20:35, 26.30it/s, loss=4.61, v_num=0]
    Epoch 0:   4%|▎         | 1188/33666 [00:45<20:35, 26.30it/s, loss=4.61, v_num=0]
    Epoch 0:   4%|▎         | 1188/33666 [00:45<20:35, 26.30it/s, loss=4.61, v_num=0]
    Epoch 0:   4%|▎         | 1189/33666 [00:45<20:34, 26.30it/s, loss=4.61, v_num=0]
    Epoch 0:   4%|▎         | 1189/33666 [00:45<20:34, 26.30it/s, loss=4.63, v_num=0]
    Epoch 0:   4%|▎         | 1190/33666 [00:45<20:34, 26.30it/s, loss=4.63, v_num=0]
    Epoch 0:   4%|▎         | 1190/33666 [00:45<20:34, 26.30it/s, loss=4.62, v_num=0]
    Epoch 0:   4%|▎         | 1191/33666 [00:45<20:34, 26.30it/s, loss=4.62, v_num=0]
    Epoch 0:   4%|▎         | 1191/33666 [00:45<20:34, 26.30it/s, loss=4.63, v_num=0]
    Epoch 0:   4%|▎         | 1192/33666 [00:45<20:34, 26.30it/s, loss=4.63, v_num=0]
    Epoch 0:   4%|▎         | 1192/33666 [00:45<20:34, 26.30it/s, loss=4.63, v_num=0]
    Epoch 0:   4%|▎         | 1193/33666 [00:45<20:34, 26.30it/s, loss=4.63, v_num=0]
    Epoch 0:   4%|▎         | 1193/33666 [00:45<20:34, 26.30it/s, loss=4.63, v_num=0]
    Epoch 0:   4%|▎         | 1194/33666 [00:45<20:34, 26.31it/s, loss=4.63, v_num=0]
    Epoch 0:   4%|▎         | 1194/33666 [00:45<20:34, 26.30it/s, loss=4.63, v_num=0]
    Epoch 0:   4%|▎         | 1195/33666 [00:45<20:34, 26.30it/s, loss=4.63, v_num=0]
    Epoch 0:   4%|▎         | 1195/33666 [00:45<20:34, 26.30it/s, loss=4.62, v_num=0]
    Epoch 0:   4%|▎         | 1196/33666 [00:45<20:34, 26.30it/s, loss=4.62, v_num=0]
    Epoch 0:   4%|▎         | 1196/33666 [00:45<20:34, 26.30it/s, loss=4.61, v_num=0]
    Epoch 0:   4%|▎         | 1197/33666 [00:45<20:34, 26.30it/s, loss=4.61, v_num=0]
    Epoch 0:   4%|▎         | 1197/33666 [00:45<20:34, 26.30it/s, loss=4.61, v_num=0]
    Epoch 0:   4%|▎         | 1198/33666 [00:45<20:34, 26.31it/s, loss=4.61, v_num=0]
    Epoch 0:   4%|▎         | 1198/33666 [00:45<20:34, 26.30it/s, loss=4.61, v_num=0]
    Epoch 0:   4%|▎         | 1199/33666 [00:45<20:34, 26.31it/s, loss=4.61, v_num=0]
    Epoch 0:   4%|▎         | 1199/33666 [00:45<20:34, 26.31it/s, loss=4.62, v_num=0]
    Epoch 0:   4%|▎         | 1200/33666 [00:45<20:34, 26.31it/s, loss=4.62, v_num=0]
    Epoch 0:   4%|▎         | 1200/33666 [00:45<20:34, 26.31it/s, loss=4.62, v_num=0]
    Epoch 0:   4%|▎         | 1201/33666 [00:45<20:33, 26.31it/s, loss=4.62, v_num=0]
    Epoch 0:   4%|▎         | 1201/33666 [00:45<20:34, 26.31it/s, loss=4.62, v_num=0]
    Epoch 0:   4%|▎         | 1202/33666 [00:45<20:33, 26.31it/s, loss=4.62, v_num=0]
    Epoch 0:   4%|▎         | 1202/33666 [00:45<20:33, 26.31it/s, loss=4.63, v_num=0]
    Epoch 0:   4%|▎         | 1203/33666 [00:45<20:33, 26.31it/s, loss=4.63, v_num=0]
    Epoch 0:   4%|▎         | 1203/33666 [00:45<20:33, 26.31it/s, loss=4.62, v_num=0]
    Epoch 0:   4%|▎         | 1204/33666 [00:45<20:33, 26.31it/s, loss=4.62, v_num=0]
    Epoch 0:   4%|▎         | 1204/33666 [00:45<20:33, 26.31it/s, loss=4.61, v_num=0]
    Epoch 0:   4%|▎         | 1205/33666 [00:45<20:33, 26.31it/s, loss=4.61, v_num=0]
    Epoch 0:   4%|▎         | 1205/33666 [00:45<20:33, 26.31it/s, loss=4.61, v_num=0]
    Epoch 0:   4%|▎         | 1206/33666 [00:45<20:33, 26.31it/s, loss=4.61, v_num=0]
    Epoch 0:   4%|▎         | 1206/33666 [00:45<20:33, 26.31it/s, loss=4.61, v_num=0]
    Epoch 0:   4%|▎         | 1207/33666 [00:45<20:33, 26.32it/s, loss=4.61, v_num=0]
    Epoch 0:   4%|▎         | 1207/33666 [00:45<20:33, 26.32it/s, loss=4.62, v_num=0]
    Epoch 0:   4%|▎         | 1208/33666 [00:45<20:33, 26.32it/s, loss=4.62, v_num=0]
    Epoch 0:   4%|▎         | 1208/33666 [00:45<20:33, 26.32it/s, loss=4.63, v_num=0]
    Epoch 0:   4%|▎         | 1209/33666 [00:45<20:33, 26.32it/s, loss=4.63, v_num=0]
    Epoch 0:   4%|▎         | 1209/33666 [00:45<20:33, 26.32it/s, loss=4.61, v_num=0]
    Epoch 0:   4%|▎         | 1210/33666 [00:45<20:33, 26.32it/s, loss=4.61, v_num=0]
    Epoch 0:   4%|▎         | 1210/33666 [00:45<20:33, 26.32it/s, loss=4.6, v_num=0] 
    Epoch 0:   4%|▎         | 1211/33666 [00:46<20:33, 26.32it/s, loss=4.6, v_num=0]
    Epoch 0:   4%|▎         | 1211/33666 [00:46<20:33, 26.32it/s, loss=4.61, v_num=0]
    Epoch 0:   4%|▎         | 1212/33666 [00:46<20:32, 26.32it/s, loss=4.61, v_num=0]
    Epoch 0:   4%|▎         | 1212/33666 [00:46<20:33, 26.32it/s, loss=4.61, v_num=0]
    Epoch 0:   4%|▎         | 1213/33666 [00:46<20:32, 26.32it/s, loss=4.61, v_num=0]
    Epoch 0:   4%|▎         | 1213/33666 [00:46<20:32, 26.32it/s, loss=4.61, v_num=0]
    Epoch 0:   4%|▎         | 1214/33666 [00:46<20:32, 26.32it/s, loss=4.61, v_num=0]
    Epoch 0:   4%|▎         | 1214/33666 [00:46<20:32, 26.32it/s, loss=4.62, v_num=0]
    Epoch 0:   4%|▎         | 1215/33666 [00:46<20:32, 26.32it/s, loss=4.62, v_num=0]
    Epoch 0:   4%|▎         | 1215/33666 [00:46<20:32, 26.32it/s, loss=4.62, v_num=0]
    Epoch 0:   4%|▎         | 1216/33666 [00:46<20:32, 26.33it/s, loss=4.62, v_num=0]
    Epoch 0:   4%|▎         | 1216/33666 [00:46<20:32, 26.33it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▎         | 1217/33666 [00:46<20:32, 26.32it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▎         | 1217/33666 [00:46<20:32, 26.32it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▎         | 1218/33666 [00:46<20:32, 26.32it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▎         | 1218/33666 [00:46<20:32, 26.32it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▎         | 1219/33666 [00:46<20:32, 26.32it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▎         | 1219/33666 [00:46<20:32, 26.32it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▎         | 1220/33666 [00:46<20:32, 26.32it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▎         | 1220/33666 [00:46<20:32, 26.32it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▎         | 1221/33666 [00:46<20:32, 26.32it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▎         | 1221/33666 [00:46<20:32, 26.32it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▎         | 1222/33666 [00:46<20:32, 26.33it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▎         | 1222/33666 [00:46<20:32, 26.33it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▎         | 1223/33666 [00:46<20:32, 26.33it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▎         | 1223/33666 [00:46<20:32, 26.33it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▎         | 1224/33666 [00:46<20:32, 26.33it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▎         | 1224/33666 [00:46<20:32, 26.33it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▎         | 1225/33666 [00:46<20:32, 26.33it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▎         | 1225/33666 [00:46<20:32, 26.33it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▎         | 1226/33666 [00:46<20:32, 26.33it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▎         | 1226/33666 [00:46<20:32, 26.33it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▎         | 1227/33666 [00:46<20:31, 26.33it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▎         | 1227/33666 [00:46<20:31, 26.33it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▎         | 1228/33666 [00:46<20:31, 26.33it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▎         | 1228/33666 [00:46<20:31, 26.33it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▎         | 1229/33666 [00:46<20:31, 26.33it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▎         | 1229/33666 [00:46<20:31, 26.33it/s, loss=4.66, v_num=0]
    Epoch 0:   4%|▎         | 1230/33666 [00:46<20:31, 26.33it/s, loss=4.66, v_num=0]
    Epoch 0:   4%|▎         | 1230/33666 [00:46<20:31, 26.33it/s, loss=4.66, v_num=0]
    Epoch 0:   4%|▎         | 1231/33666 [00:46<20:31, 26.33it/s, loss=4.66, v_num=0]
    Epoch 0:   4%|▎         | 1231/33666 [00:46<20:31, 26.33it/s, loss=4.66, v_num=0]
    Epoch 0:   4%|▎         | 1232/33666 [00:46<20:31, 26.33it/s, loss=4.66, v_num=0]
    Epoch 0:   4%|▎         | 1232/33666 [00:46<20:31, 26.33it/s, loss=4.66, v_num=0]
    Epoch 0:   4%|▎         | 1233/33666 [00:46<20:31, 26.33it/s, loss=4.66, v_num=0]
    Epoch 0:   4%|▎         | 1233/33666 [00:46<20:31, 26.33it/s, loss=4.66, v_num=0]
    Epoch 0:   4%|▎         | 1234/33666 [00:46<20:31, 26.34it/s, loss=4.66, v_num=0]
    Epoch 0:   4%|▎         | 1234/33666 [00:46<20:31, 26.34it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▎         | 1235/33666 [00:46<20:31, 26.34it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▎         | 1235/33666 [00:46<20:31, 26.34it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▎         | 1236/33666 [00:46<20:31, 26.34it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▎         | 1236/33666 [00:46<20:31, 26.34it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▎         | 1237/33666 [00:46<20:31, 26.34it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▎         | 1237/33666 [00:46<20:31, 26.34it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▎         | 1238/33666 [00:46<20:31, 26.34it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▎         | 1238/33666 [00:46<20:31, 26.34it/s, loss=4.63, v_num=0]
    Epoch 0:   4%|▎         | 1239/33666 [00:47<20:30, 26.34it/s, loss=4.63, v_num=0]
    Epoch 0:   4%|▎         | 1239/33666 [00:47<20:30, 26.34it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▎         | 1240/33666 [00:47<20:30, 26.34it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▎         | 1240/33666 [00:47<20:30, 26.34it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▎         | 1241/33666 [00:47<20:30, 26.35it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▎         | 1241/33666 [00:47<20:30, 26.35it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▎         | 1242/33666 [00:47<20:30, 26.35it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▎         | 1242/33666 [00:47<20:30, 26.35it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▎         | 1243/33666 [00:47<20:30, 26.35it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▎         | 1243/33666 [00:47<20:30, 26.35it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▎         | 1244/33666 [00:47<20:30, 26.35it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▎         | 1244/33666 [00:47<20:30, 26.35it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▎         | 1245/33666 [00:47<20:30, 26.35it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▎         | 1245/33666 [00:47<20:30, 26.35it/s, loss=4.66, v_num=0]
    Epoch 0:   4%|▎         | 1246/33666 [00:47<20:30, 26.35it/s, loss=4.66, v_num=0]
    Epoch 0:   4%|▎         | 1246/33666 [00:47<20:30, 26.35it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▎         | 1247/33666 [00:47<20:30, 26.35it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▎         | 1247/33666 [00:47<20:30, 26.35it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▎         | 1248/33666 [00:47<20:30, 26.35it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▎         | 1248/33666 [00:47<20:30, 26.35it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▎         | 1249/33666 [00:47<20:30, 26.35it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▎         | 1249/33666 [00:47<20:30, 26.35it/s, loss=4.63, v_num=0]
    Epoch 0:   4%|▎         | 1250/33666 [00:47<20:30, 26.35it/s, loss=4.63, v_num=0]
    Epoch 0:   4%|▎         | 1250/33666 [00:47<20:30, 26.35it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▎         | 1251/33666 [00:47<20:30, 26.35it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▎         | 1251/33666 [00:47<20:30, 26.35it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▎         | 1252/33666 [00:47<20:29, 26.35it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▎         | 1252/33666 [00:47<20:29, 26.35it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▎         | 1253/33666 [00:47<20:29, 26.36it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▎         | 1253/33666 [00:47<20:29, 26.36it/s, loss=4.63, v_num=0]
    Epoch 0:   4%|▎         | 1254/33666 [00:47<20:29, 26.36it/s, loss=4.63, v_num=0]
    Epoch 0:   4%|▎         | 1254/33666 [00:47<20:29, 26.36it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▎         | 1255/33666 [00:47<20:29, 26.36it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▎         | 1255/33666 [00:47<20:29, 26.36it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▎         | 1256/33666 [00:47<20:29, 26.36it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▎         | 1256/33666 [00:47<20:29, 26.36it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▎         | 1257/33666 [00:47<20:29, 26.36it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▎         | 1257/33666 [00:47<20:29, 26.36it/s, loss=4.66, v_num=0]
    Epoch 0:   4%|▎         | 1258/33666 [00:47<20:29, 26.36it/s, loss=4.66, v_num=0]
    Epoch 0:   4%|▎         | 1258/33666 [00:47<20:29, 26.36it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▎         | 1259/33666 [00:47<20:29, 26.36it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▎         | 1259/33666 [00:47<20:29, 26.36it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▎         | 1260/33666 [00:47<20:29, 26.36it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▎         | 1260/33666 [00:47<20:29, 26.36it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▎         | 1261/33666 [00:47<20:29, 26.36it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▎         | 1261/33666 [00:47<20:29, 26.36it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▎         | 1262/33666 [00:47<20:29, 26.37it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▎         | 1262/33666 [00:47<20:29, 26.37it/s, loss=4.62, v_num=0]
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    Epoch 0:   4%|▍         | 1265/33666 [00:47<20:29, 26.36it/s, loss=4.61, v_num=0]
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    Epoch 0:   4%|▍         | 1268/33666 [00:48<20:29, 26.36it/s, loss=4.62, v_num=0]
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    Epoch 0:   4%|▍         | 1269/33666 [00:48<20:29, 26.36it/s, loss=4.62, v_num=0]
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    Epoch 0:   4%|▍         | 1270/33666 [00:48<20:29, 26.36it/s, loss=4.62, v_num=0]
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    Epoch 0:   4%|▍         | 1271/33666 [00:48<20:29, 26.35it/s, loss=4.61, v_num=0]
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    Epoch 0:   4%|▍         | 1274/33666 [00:48<20:29, 26.35it/s, loss=4.6, v_num=0] 
    Epoch 0:   4%|▍         | 1275/33666 [00:48<20:29, 26.35it/s, loss=4.6, v_num=0]
    Epoch 0:   4%|▍         | 1275/33666 [00:48<20:29, 26.35it/s, loss=4.6, v_num=0]
    Epoch 0:   4%|▍         | 1276/33666 [00:48<20:29, 26.35it/s, loss=4.6, v_num=0]
    Epoch 0:   4%|▍         | 1276/33666 [00:48<20:29, 26.35it/s, loss=4.61, v_num=0]
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    Epoch 0:   4%|▍         | 1278/33666 [00:48<20:29, 26.35it/s, loss=4.61, v_num=0]
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    Epoch 0:   4%|▍         | 1279/33666 [00:48<20:29, 26.35it/s, loss=4.61, v_num=0]
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    Epoch 0:   4%|▍         | 1280/33666 [00:48<20:29, 26.34it/s, loss=4.61, v_num=0]
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    Epoch 0:   4%|▍         | 1281/33666 [00:48<20:29, 26.34it/s, loss=4.62, v_num=0]
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    Epoch 0:   4%|▍         | 1282/33666 [00:48<20:29, 26.34it/s, loss=4.64, v_num=0]
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    Epoch 0:   4%|▍         | 1283/33666 [00:48<20:29, 26.34it/s, loss=4.64, v_num=0]
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    Epoch 0:   4%|▍         | 1286/33666 [00:48<20:29, 26.34it/s, loss=4.64, v_num=0]
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    Epoch 0:   4%|▍         | 1287/33666 [00:48<20:29, 26.34it/s, loss=4.64, v_num=0]
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    Epoch 0:   4%|▍         | 1288/33666 [00:48<20:29, 26.34it/s, loss=4.64, v_num=0]
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    Epoch 0:   4%|▍         | 1289/33666 [00:48<20:29, 26.34it/s, loss=4.65, v_num=0]
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    Epoch 0:   4%|▍         | 1290/33666 [00:48<20:29, 26.34it/s, loss=4.64, v_num=0]
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    Epoch 0:   4%|▍         | 1291/33666 [00:49<20:29, 26.34it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▍         | 1292/33666 [00:49<20:29, 26.34it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▍         | 1292/33666 [00:49<20:29, 26.34it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▍         | 1293/33666 [00:49<20:29, 26.34it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▍         | 1293/33666 [00:49<20:29, 26.34it/s, loss=4.65, v_num=0]
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    Epoch 0:   4%|▍         | 1294/33666 [00:49<20:29, 26.34it/s, loss=4.66, v_num=0]
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    Epoch 0:   4%|▍         | 1295/33666 [00:49<20:29, 26.34it/s, loss=4.66, v_num=0]
    Epoch 0:   4%|▍         | 1296/33666 [00:49<20:29, 26.34it/s, loss=4.66, v_num=0]
    Epoch 0:   4%|▍         | 1296/33666 [00:49<20:29, 26.34it/s, loss=4.66, v_num=0]
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    Epoch 0:   4%|▍         | 1297/33666 [00:49<20:29, 26.34it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▍         | 1298/33666 [00:49<20:28, 26.34it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▍         | 1298/33666 [00:49<20:28, 26.34it/s, loss=4.66, v_num=0]
    Epoch 0:   4%|▍         | 1299/33666 [00:49<20:28, 26.34it/s, loss=4.66, v_num=0]
    Epoch 0:   4%|▍         | 1299/33666 [00:49<20:28, 26.34it/s, loss=4.66, v_num=0]
    Epoch 0:   4%|▍         | 1300/33666 [00:49<20:28, 26.34it/s, loss=4.66, v_num=0]
    Epoch 0:   4%|▍         | 1300/33666 [00:49<20:28, 26.34it/s, loss=4.66, v_num=0]
    Epoch 0:   4%|▍         | 1301/33666 [00:49<20:28, 26.33it/s, loss=4.66, v_num=0]
    Epoch 0:   4%|▍         | 1301/33666 [00:49<20:29, 26.33it/s, loss=4.67, v_num=0]
    Epoch 0:   4%|▍         | 1302/33666 [00:49<20:29, 26.33it/s, loss=4.67, v_num=0]
    Epoch 0:   4%|▍         | 1302/33666 [00:49<20:29, 26.33it/s, loss=4.66, v_num=0]
    Epoch 0:   4%|▍         | 1303/33666 [00:49<20:29, 26.33it/s, loss=4.66, v_num=0]
    Epoch 0:   4%|▍         | 1303/33666 [00:49<20:29, 26.33it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▍         | 1304/33666 [00:49<20:29, 26.33it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▍         | 1304/33666 [00:49<20:29, 26.33it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▍         | 1305/33666 [00:49<20:28, 26.33it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▍         | 1305/33666 [00:49<20:28, 26.33it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▍         | 1306/33666 [00:49<20:28, 26.33it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▍         | 1306/33666 [00:49<20:28, 26.33it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▍         | 1307/33666 [00:49<20:28, 26.33it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▍         | 1307/33666 [00:49<20:28, 26.33it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▍         | 1308/33666 [00:49<20:28, 26.33it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▍         | 1308/33666 [00:49<20:28, 26.33it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▍         | 1309/33666 [00:49<20:28, 26.33it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▍         | 1309/33666 [00:49<20:28, 26.33it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▍         | 1310/33666 [00:49<20:28, 26.33it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▍         | 1310/33666 [00:49<20:28, 26.33it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▍         | 1311/33666 [00:49<20:28, 26.34it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▍         | 1311/33666 [00:49<20:28, 26.33it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▍         | 1312/33666 [00:49<20:28, 26.34it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▍         | 1312/33666 [00:49<20:28, 26.34it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▍         | 1313/33666 [00:49<20:28, 26.33it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▍         | 1313/33666 [00:49<20:28, 26.33it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▍         | 1314/33666 [00:49<20:28, 26.34it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▍         | 1314/33666 [00:49<20:28, 26.34it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▍         | 1315/33666 [00:49<20:28, 26.34it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▍         | 1315/33666 [00:49<20:28, 26.34it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▍         | 1316/33666 [00:49<20:28, 26.34it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▍         | 1316/33666 [00:49<20:28, 26.34it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▍         | 1317/33666 [00:50<20:28, 26.34it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▍         | 1317/33666 [00:50<20:28, 26.34it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▍         | 1318/33666 [00:50<20:28, 26.34it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▍         | 1318/33666 [00:50<20:28, 26.34it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▍         | 1319/33666 [00:50<20:28, 26.34it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▍         | 1319/33666 [00:50<20:28, 26.34it/s, loss=4.63, v_num=0]
    Epoch 0:   4%|▍         | 1320/33666 [00:50<20:28, 26.34it/s, loss=4.63, v_num=0]
    Epoch 0:   4%|▍         | 1320/33666 [00:50<20:28, 26.34it/s, loss=4.63, v_num=0]
    Epoch 0:   4%|▍         | 1321/33666 [00:50<20:27, 26.34it/s, loss=4.63, v_num=0]
    Epoch 0:   4%|▍         | 1321/33666 [00:50<20:27, 26.34it/s, loss=4.63, v_num=0]
    Epoch 0:   4%|▍         | 1322/33666 [00:50<20:27, 26.34it/s, loss=4.63, v_num=0]
    Epoch 0:   4%|▍         | 1322/33666 [00:50<20:27, 26.34it/s, loss=4.63, v_num=0]
    Epoch 0:   4%|▍         | 1323/33666 [00:50<20:27, 26.34it/s, loss=4.63, v_num=0]
    Epoch 0:   4%|▍         | 1323/33666 [00:50<20:27, 26.34it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▍         | 1324/33666 [00:50<20:27, 26.35it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▍         | 1324/33666 [00:50<20:27, 26.35it/s, loss=4.63, v_num=0]
    Epoch 0:   4%|▍         | 1325/33666 [00:50<20:27, 26.35it/s, loss=4.63, v_num=0]
    Epoch 0:   4%|▍         | 1325/33666 [00:50<20:27, 26.35it/s, loss=4.63, v_num=0]
    Epoch 0:   4%|▍         | 1326/33666 [00:50<20:27, 26.35it/s, loss=4.63, v_num=0]
    Epoch 0:   4%|▍         | 1326/33666 [00:50<20:27, 26.35it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▍         | 1327/33666 [00:50<20:27, 26.35it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▍         | 1327/33666 [00:50<20:27, 26.35it/s, loss=4.63, v_num=0]
    Epoch 0:   4%|▍         | 1328/33666 [00:50<20:27, 26.35it/s, loss=4.63, v_num=0]
    Epoch 0:   4%|▍         | 1328/33666 [00:50<20:27, 26.35it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▍         | 1329/33666 [00:50<20:27, 26.35it/s, loss=4.64, v_num=0]
    Epoch 0:   4%|▍         | 1329/33666 [00:50<20:27, 26.35it/s, loss=4.62, v_num=0]
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    Epoch 0:   4%|▍         | 1330/33666 [00:50<20:27, 26.35it/s, loss=4.62, v_num=0]
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    Epoch 0:   4%|▍         | 1331/33666 [00:50<20:27, 26.35it/s, loss=4.62, v_num=0]
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    Epoch 0:   4%|▍         | 1332/33666 [00:50<20:26, 26.35it/s, loss=4.61, v_num=0]
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    Epoch 0:   4%|▍         | 1333/33666 [00:50<20:26, 26.35it/s, loss=4.61, v_num=0]
    Epoch 0:   4%|▍         | 1334/33666 [00:50<20:26, 26.36it/s, loss=4.61, v_num=0]
    Epoch 0:   4%|▍         | 1334/33666 [00:50<20:26, 26.36it/s, loss=4.61, v_num=0]
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    Epoch 0:   4%|▍         | 1335/33666 [00:50<20:26, 26.36it/s, loss=4.61, v_num=0]
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    Epoch 0:   4%|▍         | 1336/33666 [00:50<20:26, 26.36it/s, loss=4.6, v_num=0] 
    Epoch 0:   4%|▍         | 1337/33666 [00:50<20:26, 26.37it/s, loss=4.6, v_num=0]
    Epoch 0:   4%|▍         | 1337/33666 [00:50<20:26, 26.37it/s, loss=4.61, v_num=0]
    Epoch 0:   4%|▍         | 1338/33666 [00:50<20:25, 26.37it/s, loss=4.61, v_num=0]
    Epoch 0:   4%|▍         | 1338/33666 [00:50<20:25, 26.37it/s, loss=4.62, v_num=0]
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    Epoch 0:   4%|▍         | 1339/33666 [00:50<20:25, 26.37it/s, loss=4.62, v_num=0]
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    Epoch 0:   4%|▍         | 1340/33666 [00:50<20:25, 26.38it/s, loss=4.62, v_num=0]
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    Epoch 0:   4%|▍         | 1341/33666 [00:50<20:25, 26.38it/s, loss=4.62, v_num=0]
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    Epoch 0:   4%|▍         | 1342/33666 [00:50<20:25, 26.38it/s, loss=4.62, v_num=0]
    Epoch 0:   4%|▍         | 1343/33666 [00:50<20:24, 26.39it/s, loss=4.62, v_num=0]
    Epoch 0:   4%|▍         | 1343/33666 [00:50<20:24, 26.39it/s, loss=4.62, v_num=0]
    Epoch 0:   4%|▍         | 1344/33666 [00:50<20:24, 26.39it/s, loss=4.62, v_num=0]
    Epoch 0:   4%|▍         | 1344/33666 [00:50<20:24, 26.39it/s, loss=4.62, v_num=0]
    Epoch 0:   4%|▍         | 1345/33666 [00:50<20:24, 26.40it/s, loss=4.62, v_num=0]
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    Epoch 0:   4%|▍         | 1352/33666 [00:51<20:23, 26.42it/s, loss=4.65, v_num=0]
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    Epoch 0:   4%|▍         | 1359/33666 [00:51<20:21, 26.44it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▍         | 1359/33666 [00:51<20:21, 26.44it/s, loss=4.65, v_num=0]
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    Epoch 0:   4%|▍         | 1366/33666 [00:51<20:20, 26.47it/s, loss=4.62, v_num=0]
    Epoch 0:   4%|▍         | 1366/33666 [00:51<20:20, 26.47it/s, loss=4.61, v_num=0]
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    Epoch 0:   4%|▍         | 1367/33666 [00:51<20:20, 26.47it/s, loss=4.61, v_num=0]
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    Epoch 0:   4%|▍         | 1368/33666 [00:51<20:20, 26.47it/s, loss=4.61, v_num=0]
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    Epoch 0:   4%|▍         | 1370/33666 [00:51<20:19, 26.48it/s, loss=4.61, v_num=0]
    Epoch 0:   4%|▍         | 1371/33666 [00:51<20:19, 26.48it/s, loss=4.61, v_num=0]
    Epoch 0:   4%|▍         | 1371/33666 [00:51<20:19, 26.48it/s, loss=4.62, v_num=0]
    Epoch 0:   4%|▍         | 1372/33666 [00:51<20:19, 26.49it/s, loss=4.62, v_num=0]
    Epoch 0:   4%|▍         | 1372/33666 [00:51<20:19, 26.49it/s, loss=4.62, v_num=0]
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    Epoch 0:   4%|▍         | 1373/33666 [00:51<20:19, 26.49it/s, loss=4.62, v_num=0]
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    Epoch 0:   4%|▍         | 1374/33666 [00:51<20:18, 26.49it/s, loss=4.6, v_num=0] 
    Epoch 0:   4%|▍         | 1375/33666 [00:51<20:18, 26.49it/s, loss=4.6, v_num=0]
    Epoch 0:   4%|▍         | 1375/33666 [00:51<20:18, 26.49it/s, loss=4.59, v_num=0]
    Epoch 0:   4%|▍         | 1376/33666 [00:51<20:18, 26.50it/s, loss=4.59, v_num=0]
    Epoch 0:   4%|▍         | 1376/33666 [00:51<20:18, 26.50it/s, loss=4.59, v_num=0]
    Epoch 0:   4%|▍         | 1377/33666 [00:51<20:18, 26.50it/s, loss=4.59, v_num=0]
    Epoch 0:   4%|▍         | 1377/33666 [00:51<20:18, 26.50it/s, loss=4.59, v_num=0]
    Epoch 0:   4%|▍         | 1378/33666 [00:51<20:18, 26.50it/s, loss=4.59, v_num=0]
    Epoch 0:   4%|▍         | 1378/33666 [00:51<20:18, 26.50it/s, loss=4.59, v_num=0]
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    Epoch 0:   4%|▍         | 1381/33666 [00:52<20:17, 26.51it/s, loss=4.58, v_num=0]
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    Epoch 0:   4%|▍         | 1382/33666 [00:52<20:17, 26.52it/s, loss=4.58, v_num=0]
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    Epoch 0:   4%|▍         | 1383/33666 [00:52<20:17, 26.52it/s, loss=4.58, v_num=0]
    Epoch 0:   4%|▍         | 1384/33666 [00:52<20:17, 26.52it/s, loss=4.58, v_num=0]
    Epoch 0:   4%|▍         | 1384/33666 [00:52<20:17, 26.52it/s, loss=4.58, v_num=0]
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    Epoch 0:   4%|▍         | 1385/33666 [00:52<20:16, 26.53it/s, loss=4.59, v_num=0]
    Epoch 0:   4%|▍         | 1386/33666 [00:52<20:16, 26.53it/s, loss=4.59, v_num=0]
    Epoch 0:   4%|▍         | 1386/33666 [00:52<20:16, 26.53it/s, loss=4.59, v_num=0]
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    Epoch 0:   4%|▍         | 1387/33666 [00:52<20:16, 26.53it/s, loss=4.59, v_num=0]
    Epoch 0:   4%|▍         | 1388/33666 [00:52<20:16, 26.54it/s, loss=4.59, v_num=0]
    Epoch 0:   4%|▍         | 1388/33666 [00:52<20:16, 26.54it/s, loss=4.6, v_num=0] 
    Epoch 0:   4%|▍         | 1389/33666 [00:52<20:16, 26.54it/s, loss=4.6, v_num=0]
    Epoch 0:   4%|▍         | 1389/33666 [00:52<20:16, 26.54it/s, loss=4.6, v_num=0]
    Epoch 0:   4%|▍         | 1390/33666 [00:52<20:15, 26.54it/s, loss=4.6, v_num=0]
    Epoch 0:   4%|▍         | 1390/33666 [00:52<20:15, 26.54it/s, loss=4.61, v_num=0]
    Epoch 0:   4%|▍         | 1391/33666 [00:52<20:15, 26.55it/s, loss=4.61, v_num=0]
    Epoch 0:   4%|▍         | 1391/33666 [00:52<20:15, 26.55it/s, loss=4.6, v_num=0] 
    Epoch 0:   4%|▍         | 1392/33666 [00:52<20:15, 26.55it/s, loss=4.6, v_num=0]
    Epoch 0:   4%|▍         | 1392/33666 [00:52<20:15, 26.55it/s, loss=4.6, v_num=0]
    Epoch 0:   4%|▍         | 1393/33666 [00:52<20:15, 26.55it/s, loss=4.6, v_num=0]
    Epoch 0:   4%|▍         | 1393/33666 [00:52<20:15, 26.55it/s, loss=4.6, v_num=0]
    Epoch 0:   4%|▍         | 1394/33666 [00:52<20:15, 26.55it/s, loss=4.6, v_num=0]
    Epoch 0:   4%|▍         | 1394/33666 [00:52<20:15, 26.55it/s, loss=4.6, v_num=0]
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    Epoch 0:   4%|▍         | 1395/33666 [00:52<20:15, 26.55it/s, loss=4.6, v_num=0]
    Epoch 0:   4%|▍         | 1396/33666 [00:52<20:15, 26.55it/s, loss=4.6, v_num=0]
    Epoch 0:   4%|▍         | 1396/33666 [00:52<20:15, 26.55it/s, loss=4.61, v_num=0]
    Epoch 0:   4%|▍         | 1397/33666 [00:52<20:15, 26.55it/s, loss=4.61, v_num=0]
    Epoch 0:   4%|▍         | 1397/33666 [00:52<20:15, 26.55it/s, loss=4.61, v_num=0]
    Epoch 0:   4%|▍         | 1398/33666 [00:52<20:15, 26.55it/s, loss=4.61, v_num=0]
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    Epoch 0:   4%|▍         | 1399/33666 [00:52<20:15, 26.55it/s, loss=4.63, v_num=0]
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    Epoch 0:   4%|▍         | 1402/33666 [00:52<20:15, 26.55it/s, loss=4.65, v_num=0]
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    Epoch 0:   4%|▍         | 1407/33666 [00:52<20:14, 26.55it/s, loss=4.66, v_num=0]
    Epoch 0:   4%|▍         | 1408/33666 [00:53<20:14, 26.55it/s, loss=4.66, v_num=0]
    Epoch 0:   4%|▍         | 1408/33666 [00:53<20:14, 26.55it/s, loss=4.66, v_num=0]
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    Epoch 0:   4%|▍         | 1409/33666 [00:53<20:14, 26.55it/s, loss=4.66, v_num=0]
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    Epoch 0:   4%|▍         | 1410/33666 [00:53<20:14, 26.56it/s, loss=4.65, v_num=0]
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    Epoch 0:   4%|▍         | 1454/33666 [00:54<20:11, 26.58it/s, loss=4.6, v_num=0]
    Epoch 0:   4%|▍         | 1454/33666 [00:54<20:11, 26.58it/s, loss=4.59, v_num=0]
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    Epoch 0:   4%|▍         | 1455/33666 [00:54<20:11, 26.58it/s, loss=4.61, v_num=0]
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    Epoch 0:   4%|▍         | 1456/33666 [00:54<20:11, 26.58it/s, loss=4.6, v_num=0] 
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    Epoch 0:   4%|▍         | 1457/33666 [00:54<20:11, 26.58it/s, loss=4.6, v_num=0]
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    Epoch 0:   4%|▍         | 1461/33666 [00:54<20:11, 26.59it/s, loss=4.62, v_num=0]
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    Epoch 0:   4%|▍         | 1464/33666 [00:55<20:11, 26.59it/s, loss=4.61, v_num=0]
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    Epoch 0:   4%|▍         | 1467/33666 [00:55<20:11, 26.59it/s, loss=4.61, v_num=0]
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    Epoch 0:   4%|▍         | 1468/33666 [00:55<20:11, 26.59it/s, loss=4.59, v_num=0]
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    Epoch 0:   4%|▍         | 1470/33666 [00:55<20:10, 26.59it/s, loss=4.58, v_num=0]
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    Epoch 0:   4%|▍         | 1471/33666 [00:55<20:10, 26.59it/s, loss=4.59, v_num=0]
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    Epoch 0:   4%|▍         | 1472/33666 [00:55<20:10, 26.59it/s, loss=4.59, v_num=0]
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    Epoch 0:   4%|▍         | 1475/33666 [00:55<20:10, 26.59it/s, loss=4.59, v_num=0]
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    Epoch 0:   4%|▍         | 1476/33666 [00:55<20:10, 26.59it/s, loss=4.59, v_num=0]
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    Epoch 0:   4%|▍         | 1477/33666 [00:55<20:10, 26.59it/s, loss=4.58, v_num=0]
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    Epoch 0:   4%|▍         | 1478/33666 [00:55<20:10, 26.59it/s, loss=4.6, v_num=0] 
    Epoch 0:   4%|▍         | 1479/33666 [00:55<20:10, 26.59it/s, loss=4.6, v_num=0]
    Epoch 0:   4%|▍         | 1479/33666 [00:55<20:10, 26.59it/s, loss=4.6, v_num=0]
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    Epoch 0:   4%|▍         | 1480/33666 [00:55<20:10, 26.59it/s, loss=4.6, v_num=0]
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    Epoch 0:   4%|▍         | 1486/33666 [00:55<20:09, 26.60it/s, loss=4.6, v_num=0] 
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    Epoch 0:   4%|▍         | 1487/33666 [00:55<20:09, 26.60it/s, loss=4.61, v_num=0]
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    Epoch 0:   4%|▍         | 1492/33666 [00:56<20:09, 26.59it/s, loss=4.61, v_num=0]
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    Epoch 0:   4%|▍         | 1494/33666 [00:56<20:09, 26.60it/s, loss=4.62, v_num=0]
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    Epoch 0:   4%|▍         | 1500/33666 [00:56<20:09, 26.60it/s, loss=4.6, v_num=0]
    Epoch 0:   4%|▍         | 1500/33666 [00:56<20:09, 26.60it/s, loss=4.62, v_num=0]
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    Epoch 0:   4%|▍         | 1501/33666 [00:56<20:09, 26.60it/s, loss=4.6, v_num=0] 
    Epoch 0:   4%|▍         | 1502/33666 [00:56<20:09, 26.60it/s, loss=4.6, v_num=0]
    Epoch 0:   4%|▍         | 1502/33666 [00:56<20:09, 26.60it/s, loss=4.59, v_num=0]
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    Epoch 0:   4%|▍         | 1506/33666 [00:56<20:08, 26.60it/s, loss=4.61, v_num=0]
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    Epoch 0:   4%|▍         | 1511/33666 [00:56<20:08, 26.61it/s, loss=4.66, v_num=0]
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    Epoch 0:   4%|▍         | 1512/33666 [00:56<20:08, 26.61it/s, loss=4.65, v_num=0]
    Epoch 0:   4%|▍         | 1512/33666 [00:56<20:08, 26.61it/s, loss=4.66, v_num=0]
    Epoch 0:   4%|▍         | 1513/33666 [00:56<20:08, 26.62it/s, loss=4.66, v_num=0]
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    Epoch 0:   4%|▍         | 1514/33666 [00:56<20:07, 26.62it/s, loss=4.66, v_num=0]
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    Epoch 0:   5%|▍         | 1520/33666 [00:57<20:06, 26.64it/s, loss=4.65, v_num=0]
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    Epoch 0:   5%|▍         | 1527/33666 [00:57<20:06, 26.64it/s, loss=4.67, v_num=0]
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    Epoch 0:   5%|▍         | 1528/33666 [00:57<20:06, 26.64it/s, loss=4.65, v_num=0]
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    Epoch 0:   5%|▍         | 1538/33666 [00:57<20:05, 26.64it/s, loss=4.61, v_num=0]
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    Epoch 0:   5%|▍         | 1545/33666 [00:57<20:05, 26.65it/s, loss=4.61, v_num=0]
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    Epoch 0:   5%|▍         | 1554/33666 [00:58<20:04, 26.65it/s, loss=4.6, v_num=0]
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    Epoch 0:   5%|▍         | 1555/33666 [00:58<20:04, 26.65it/s, loss=4.6, v_num=0]
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    Epoch 0:   5%|▍         | 1556/33666 [00:58<20:04, 26.65it/s, loss=4.6, v_num=0]
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    Epoch 0:   5%|▍         | 1557/33666 [00:58<20:04, 26.65it/s, loss=4.6, v_num=0]
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    Epoch 0:   5%|▍         | 1559/33666 [00:58<20:04, 26.65it/s, loss=4.62, v_num=0]
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    Epoch 0:   5%|▍         | 1560/33666 [00:58<20:04, 26.65it/s, loss=4.63, v_num=0]
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    Epoch 0:   5%|▍         | 1561/33666 [00:58<20:04, 26.65it/s, loss=4.62, v_num=0]
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    Epoch 0:   5%|▍         | 1562/33666 [00:58<20:04, 26.65it/s, loss=4.62, v_num=0]
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    Epoch 0:   5%|▍         | 1563/33666 [00:58<20:04, 26.65it/s, loss=4.63, v_num=0]
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    Epoch 0:   5%|▍         | 1564/33666 [00:58<20:04, 26.65it/s, loss=4.63, v_num=0]
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    Epoch 0:   5%|▍         | 1565/33666 [00:58<20:04, 26.65it/s, loss=4.62, v_num=0]
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    Epoch 0:   5%|▍         | 1567/33666 [00:58<20:04, 26.66it/s, loss=4.61, v_num=0]
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    Epoch 0:   5%|▍         | 1568/33666 [00:58<20:04, 26.66it/s, loss=4.61, v_num=0]
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    Epoch 0:   5%|▍         | 1569/33666 [00:58<20:04, 26.66it/s, loss=4.61, v_num=0]
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    Epoch 0:   5%|▍         | 1570/33666 [00:58<20:04, 26.65it/s, loss=4.61, v_num=0]
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    Epoch 0:   5%|▍         | 1571/33666 [00:58<20:04, 26.66it/s, loss=4.6, v_num=0] 
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    Epoch 0:   5%|▍         | 1575/33666 [00:59<20:03, 26.66it/s, loss=4.58, v_num=0]
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    Epoch 0:   5%|▍         | 1609/33666 [01:00<20:01, 26.68it/s, loss=4.69, v_num=0]
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    Epoch 0:   5%|▍         | 1612/33666 [01:00<20:01, 26.68it/s, loss=4.7, v_num=0]
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    Epoch 0:   5%|▍         | 1617/33666 [01:00<20:01, 26.68it/s, loss=4.69, v_num=0]
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    Epoch 0:   5%|▍         | 1620/33666 [01:00<20:00, 26.69it/s, loss=4.65, v_num=0]
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    Epoch 0:   5%|▍         | 1626/33666 [01:00<20:00, 26.69it/s, loss=4.65, v_num=0]
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    Epoch 0:   5%|▍         | 1635/33666 [01:01<20:00, 26.69it/s, loss=4.6, v_num=0]
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    Epoch 0:   5%|▍         | 1636/33666 [01:01<19:59, 26.69it/s, loss=4.6, v_num=0]
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    Epoch 0:   5%|▍         | 1640/33666 [01:01<19:59, 26.69it/s, loss=4.6, v_num=0]
    Epoch 0:   5%|▍         | 1640/33666 [01:01<19:59, 26.69it/s, loss=4.61, v_num=0]
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    Epoch 0:   5%|▍         | 1641/33666 [01:01<19:59, 26.69it/s, loss=4.58, v_num=0]
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    Epoch 0:   5%|▍         | 1642/33666 [01:01<19:59, 26.69it/s, loss=4.59, v_num=0]
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    Epoch 0:   5%|▍         | 1683/33666 [01:03<19:57, 26.70it/s, loss=4.61, v_num=0]
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    Epoch 0:   5%|▌         | 1685/33666 [01:03<19:57, 26.71it/s, loss=4.65, v_num=0]
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    Epoch 0:   5%|▌         | 1686/33666 [01:03<19:57, 26.71it/s, loss=4.66, v_num=0]
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    Epoch 0:   5%|▌         | 1687/33666 [01:03<19:57, 26.71it/s, loss=4.65, v_num=0]
    Epoch 0:   5%|▌         | 1688/33666 [01:03<19:57, 26.70it/s, loss=4.65, v_num=0]
    Epoch 0:   5%|▌         | 1688/33666 [01:03<19:57, 26.70it/s, loss=4.64, v_num=0]
    Epoch 0:   5%|▌         | 1689/33666 [01:03<19:57, 26.71it/s, loss=4.64, v_num=0]
    Epoch 0:   5%|▌         | 1689/33666 [01:03<19:57, 26.71it/s, loss=4.66, v_num=0]
    Epoch 0:   5%|▌         | 1690/33666 [01:03<19:57, 26.71it/s, loss=4.66, v_num=0]
    Epoch 0:   5%|▌         | 1690/33666 [01:03<19:57, 26.71it/s, loss=4.67, v_num=0]
    Epoch 0:   5%|▌         | 1691/33666 [01:03<19:57, 26.71it/s, loss=4.67, v_num=0]
    Epoch 0:   5%|▌         | 1691/33666 [01:03<19:57, 26.71it/s, loss=4.68, v_num=0]
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    Epoch 0:   5%|▌         | 1692/33666 [01:03<19:57, 26.71it/s, loss=4.68, v_num=0]
    Epoch 0:   5%|▌         | 1693/33666 [01:03<19:57, 26.71it/s, loss=4.68, v_num=0]
    Epoch 0:   5%|▌         | 1693/33666 [01:03<19:57, 26.71it/s, loss=4.67, v_num=0]
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    Epoch 0:   5%|▌         | 1694/33666 [01:03<19:57, 26.71it/s, loss=4.67, v_num=0]
    Epoch 0:   5%|▌         | 1695/33666 [01:03<19:56, 26.71it/s, loss=4.67, v_num=0]
    Epoch 0:   5%|▌         | 1695/33666 [01:03<19:56, 26.71it/s, loss=4.68, v_num=0]
    Epoch 0:   5%|▌         | 1696/33666 [01:03<19:56, 26.71it/s, loss=4.68, v_num=0]
    Epoch 0:   5%|▌         | 1696/33666 [01:03<19:56, 26.71it/s, loss=4.69, v_num=0]
    Epoch 0:   5%|▌         | 1697/33666 [01:03<19:56, 26.71it/s, loss=4.69, v_num=0]
    Epoch 0:   5%|▌         | 1697/33666 [01:03<19:56, 26.71it/s, loss=4.69, v_num=0]
    Epoch 0:   5%|▌         | 1698/33666 [01:03<19:56, 26.71it/s, loss=4.69, v_num=0]
    Epoch 0:   5%|▌         | 1698/33666 [01:03<19:56, 26.71it/s, loss=4.69, v_num=0]
    Epoch 0:   5%|▌         | 1699/33666 [01:03<19:56, 26.71it/s, loss=4.69, v_num=0]
    Epoch 0:   5%|▌         | 1699/33666 [01:03<19:56, 26.71it/s, loss=4.7, v_num=0] 
    Epoch 0:   5%|▌         | 1700/33666 [01:03<19:56, 26.71it/s, loss=4.7, v_num=0]
    Epoch 0:   5%|▌         | 1700/33666 [01:03<19:56, 26.71it/s, loss=4.68, v_num=0]
    Epoch 0:   5%|▌         | 1701/33666 [01:03<19:56, 26.72it/s, loss=4.68, v_num=0]
    Epoch 0:   5%|▌         | 1701/33666 [01:03<19:56, 26.72it/s, loss=4.7, v_num=0] 
    Epoch 0:   5%|▌         | 1702/33666 [01:03<19:56, 26.72it/s, loss=4.7, v_num=0]
    Epoch 0:   5%|▌         | 1702/33666 [01:03<19:56, 26.72it/s, loss=4.72, v_num=0]
    Epoch 0:   5%|▌         | 1703/33666 [01:03<19:56, 26.72it/s, loss=4.72, v_num=0]
    Epoch 0:   5%|▌         | 1703/33666 [01:03<19:56, 26.72it/s, loss=4.72, v_num=0]
    Epoch 0:   5%|▌         | 1704/33666 [01:03<19:56, 26.72it/s, loss=4.72, v_num=0]
    Epoch 0:   5%|▌         | 1704/33666 [01:03<19:56, 26.72it/s, loss=4.72, v_num=0]
    Epoch 0:   5%|▌         | 1705/33666 [01:03<19:56, 26.72it/s, loss=4.72, v_num=0]
    Epoch 0:   5%|▌         | 1705/33666 [01:03<19:56, 26.72it/s, loss=4.7, v_num=0] 
    Epoch 0:   5%|▌         | 1706/33666 [01:03<19:55, 26.73it/s, loss=4.7, v_num=0]
    Epoch 0:   5%|▌         | 1706/33666 [01:03<19:55, 26.72it/s, loss=4.69, v_num=0]
    Epoch 0:   5%|▌         | 1707/33666 [01:03<19:55, 26.73it/s, loss=4.69, v_num=0]
    Epoch 0:   5%|▌         | 1707/33666 [01:03<19:55, 26.73it/s, loss=4.69, v_num=0]
    Epoch 0:   5%|▌         | 1708/33666 [01:03<19:55, 26.73it/s, loss=4.69, v_num=0]
    Epoch 0:   5%|▌         | 1708/33666 [01:03<19:55, 26.73it/s, loss=4.69, v_num=0]
    Epoch 0:   5%|▌         | 1709/33666 [01:03<19:55, 26.73it/s, loss=4.69, v_num=0]
    Epoch 0:   5%|▌         | 1709/33666 [01:03<19:55, 26.73it/s, loss=4.69, v_num=0]
    Epoch 0:   5%|▌         | 1710/33666 [01:03<19:55, 26.73it/s, loss=4.69, v_num=0]
    Epoch 0:   5%|▌         | 1710/33666 [01:03<19:55, 26.73it/s, loss=4.68, v_num=0]
    Epoch 0:   5%|▌         | 1711/33666 [01:04<19:55, 26.73it/s, loss=4.68, v_num=0]
    Epoch 0:   5%|▌         | 1711/33666 [01:04<19:55, 26.73it/s, loss=4.69, v_num=0]
    Epoch 0:   5%|▌         | 1712/33666 [01:04<19:55, 26.73it/s, loss=4.69, v_num=0]
    Epoch 0:   5%|▌         | 1712/33666 [01:04<19:55, 26.73it/s, loss=4.69, v_num=0]
    Epoch 0:   5%|▌         | 1713/33666 [01:04<19:55, 26.73it/s, loss=4.69, v_num=0]
    Epoch 0:   5%|▌         | 1713/33666 [01:04<19:55, 26.73it/s, loss=4.68, v_num=0]
    Epoch 0:   5%|▌         | 1714/33666 [01:04<19:55, 26.73it/s, loss=4.68, v_num=0]
    Epoch 0:   5%|▌         | 1714/33666 [01:04<19:55, 26.73it/s, loss=4.69, v_num=0]
    Epoch 0:   5%|▌         | 1715/33666 [01:04<19:55, 26.73it/s, loss=4.69, v_num=0]
    Epoch 0:   5%|▌         | 1715/33666 [01:04<19:55, 26.73it/s, loss=4.69, v_num=0]
    Epoch 0:   5%|▌         | 1716/33666 [01:04<19:55, 26.73it/s, loss=4.69, v_num=0]
    Epoch 0:   5%|▌         | 1716/33666 [01:04<19:55, 26.73it/s, loss=4.67, v_num=0]
    Epoch 0:   5%|▌         | 1717/33666 [01:04<19:55, 26.73it/s, loss=4.67, v_num=0]
    Epoch 0:   5%|▌         | 1717/33666 [01:04<19:55, 26.73it/s, loss=4.67, v_num=0]
    Epoch 0:   5%|▌         | 1718/33666 [01:04<19:54, 26.74it/s, loss=4.67, v_num=0]
    Epoch 0:   5%|▌         | 1718/33666 [01:04<19:54, 26.74it/s, loss=4.66, v_num=0]
    Epoch 0:   5%|▌         | 1719/33666 [01:04<19:54, 26.74it/s, loss=4.66, v_num=0]
    Epoch 0:   5%|▌         | 1719/33666 [01:04<19:54, 26.74it/s, loss=4.67, v_num=0]
    Epoch 0:   5%|▌         | 1720/33666 [01:04<19:54, 26.74it/s, loss=4.67, v_num=0]
    Epoch 0:   5%|▌         | 1720/33666 [01:04<19:54, 26.74it/s, loss=4.67, v_num=0]
    Epoch 0:   5%|▌         | 1721/33666 [01:04<19:54, 26.74it/s, loss=4.67, v_num=0]
    Epoch 0:   5%|▌         | 1721/33666 [01:04<19:54, 26.74it/s, loss=4.66, v_num=0]
    Epoch 0:   5%|▌         | 1722/33666 [01:04<19:54, 26.74it/s, loss=4.66, v_num=0]
    Epoch 0:   5%|▌         | 1722/33666 [01:04<19:54, 26.74it/s, loss=4.63, v_num=0]
    Epoch 0:   5%|▌         | 1723/33666 [01:04<19:54, 26.74it/s, loss=4.63, v_num=0]
    Epoch 0:   5%|▌         | 1723/33666 [01:04<19:54, 26.74it/s, loss=4.62, v_num=0]
    Epoch 0:   5%|▌         | 1724/33666 [01:04<19:54, 26.74it/s, loss=4.62, v_num=0]
    Epoch 0:   5%|▌         | 1724/33666 [01:04<19:54, 26.74it/s, loss=4.62, v_num=0]
    Epoch 0:   5%|▌         | 1725/33666 [01:04<19:54, 26.73it/s, loss=4.62, v_num=0]
    Epoch 0:   5%|▌         | 1725/33666 [01:04<19:54, 26.73it/s, loss=4.62, v_num=0]
    Epoch 0:   5%|▌         | 1726/33666 [01:04<19:54, 26.74it/s, loss=4.62, v_num=0]
    Epoch 0:   5%|▌         | 1726/33666 [01:04<19:54, 26.74it/s, loss=4.61, v_num=0]
    Epoch 0:   5%|▌         | 1727/33666 [01:04<19:54, 26.74it/s, loss=4.61, v_num=0]
    Epoch 0:   5%|▌         | 1727/33666 [01:04<19:54, 26.74it/s, loss=4.62, v_num=0]
    Epoch 0:   5%|▌         | 1728/33666 [01:04<19:54, 26.74it/s, loss=4.62, v_num=0]
    Epoch 0:   5%|▌         | 1728/33666 [01:04<19:54, 26.74it/s, loss=4.62, v_num=0]
    Epoch 0:   5%|▌         | 1729/33666 [01:04<19:54, 26.74it/s, loss=4.62, v_num=0]
    Epoch 0:   5%|▌         | 1729/33666 [01:04<19:54, 26.74it/s, loss=4.63, v_num=0]
    Epoch 0:   5%|▌         | 1730/33666 [01:04<19:54, 26.74it/s, loss=4.63, v_num=0]
    Epoch 0:   5%|▌         | 1730/33666 [01:04<19:54, 26.74it/s, loss=4.61, v_num=0]
    Epoch 0:   5%|▌         | 1731/33666 [01:04<19:54, 26.74it/s, loss=4.61, v_num=0]
    Epoch 0:   5%|▌         | 1731/33666 [01:04<19:54, 26.74it/s, loss=4.61, v_num=0]
    Epoch 0:   5%|▌         | 1732/33666 [01:04<19:54, 26.74it/s, loss=4.61, v_num=0]
    Epoch 0:   5%|▌         | 1732/33666 [01:04<19:54, 26.74it/s, loss=4.61, v_num=0]
    Epoch 0:   5%|▌         | 1733/33666 [01:04<19:54, 26.73it/s, loss=4.61, v_num=0]
    Epoch 0:   5%|▌         | 1733/33666 [01:04<19:54, 26.73it/s, loss=4.61, v_num=0]
    Epoch 0:   5%|▌         | 1734/33666 [01:04<19:54, 26.74it/s, loss=4.61, v_num=0]
    Epoch 0:   5%|▌         | 1734/33666 [01:04<19:54, 26.74it/s, loss=4.61, v_num=0]
    Epoch 0:   5%|▌         | 1735/33666 [01:04<19:54, 26.74it/s, loss=4.61, v_num=0]
    Epoch 0:   5%|▌         | 1735/33666 [01:04<19:54, 26.74it/s, loss=4.6, v_num=0] 
    Epoch 0:   5%|▌         | 1736/33666 [01:04<19:54, 26.74it/s, loss=4.6, v_num=0]
    Epoch 0:   5%|▌         | 1736/33666 [01:04<19:54, 26.74it/s, loss=4.6, v_num=0]
    Epoch 0:   5%|▌         | 1737/33666 [01:04<19:54, 26.74it/s, loss=4.6, v_num=0]
    Epoch 0:   5%|▌         | 1737/33666 [01:04<19:54, 26.74it/s, loss=4.6, v_num=0]
    Epoch 0:   5%|▌         | 1738/33666 [01:05<19:54, 26.74it/s, loss=4.6, v_num=0]
    Epoch 0:   5%|▌         | 1738/33666 [01:05<19:54, 26.74it/s, loss=4.6, v_num=0]
    Epoch 0:   5%|▌         | 1739/33666 [01:05<19:54, 26.74it/s, loss=4.6, v_num=0]
    Epoch 0:   5%|▌         | 1739/33666 [01:05<19:54, 26.73it/s, loss=4.59, v_num=0]
    Epoch 0:   5%|▌         | 1740/33666 [01:05<19:54, 26.73it/s, loss=4.59, v_num=0]
    Epoch 0:   5%|▌         | 1740/33666 [01:05<19:54, 26.73it/s, loss=4.59, v_num=0]
    Epoch 0:   5%|▌         | 1741/33666 [01:05<19:54, 26.73it/s, loss=4.59, v_num=0]
    Epoch 0:   5%|▌         | 1741/33666 [01:05<19:54, 26.73it/s, loss=4.6, v_num=0] 
    Epoch 0:   5%|▌         | 1742/33666 [01:05<19:54, 26.73it/s, loss=4.6, v_num=0]
    Epoch 0:   5%|▌         | 1742/33666 [01:05<19:54, 26.73it/s, loss=4.59, v_num=0]
    Epoch 0:   5%|▌         | 1743/33666 [01:05<19:54, 26.73it/s, loss=4.59, v_num=0]
    Epoch 0:   5%|▌         | 1743/33666 [01:05<19:54, 26.73it/s, loss=4.61, v_num=0]
    Epoch 0:   5%|▌         | 1744/33666 [01:05<19:54, 26.73it/s, loss=4.61, v_num=0]
    Epoch 0:   5%|▌         | 1744/33666 [01:05<19:54, 26.73it/s, loss=4.61, v_num=0]
    Epoch 0:   5%|▌         | 1745/33666 [01:05<19:54, 26.73it/s, loss=4.61, v_num=0]
    Epoch 0:   5%|▌         | 1745/33666 [01:05<19:54, 26.73it/s, loss=4.62, v_num=0]
    Epoch 0:   5%|▌         | 1746/33666 [01:05<19:53, 26.73it/s, loss=4.62, v_num=0]
    Epoch 0:   5%|▌         | 1746/33666 [01:05<19:53, 26.73it/s, loss=4.62, v_num=0]
    Epoch 0:   5%|▌         | 1747/33666 [01:05<19:54, 26.73it/s, loss=4.62, v_num=0]
    Epoch 0:   5%|▌         | 1747/33666 [01:05<19:54, 26.73it/s, loss=4.61, v_num=0]
    Epoch 0:   5%|▌         | 1748/33666 [01:05<19:53, 26.73it/s, loss=4.61, v_num=0]
    Epoch 0:   5%|▌         | 1748/33666 [01:05<19:53, 26.73it/s, loss=4.61, v_num=0]
    Epoch 0:   5%|▌         | 1749/33666 [01:05<19:53, 26.74it/s, loss=4.61, v_num=0]
    Epoch 0:   5%|▌         | 1749/33666 [01:05<19:53, 26.73it/s, loss=4.59, v_num=0]
    Epoch 0:   5%|▌         | 1750/33666 [01:05<19:53, 26.74it/s, loss=4.59, v_num=0]
    Epoch 0:   5%|▌         | 1750/33666 [01:05<19:53, 26.74it/s, loss=4.6, v_num=0] 
    Epoch 0:   5%|▌         | 1751/33666 [01:05<19:53, 26.74it/s, loss=4.6, v_num=0]
    Epoch 0:   5%|▌         | 1751/33666 [01:05<19:53, 26.74it/s, loss=4.61, v_num=0]
    Epoch 0:   5%|▌         | 1752/33666 [01:05<19:53, 26.74it/s, loss=4.61, v_num=0]
    Epoch 0:   5%|▌         | 1752/33666 [01:05<19:53, 26.74it/s, loss=4.61, v_num=0]
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    Epoch 0:   5%|▌         | 1753/33666 [01:05<19:53, 26.74it/s, loss=4.61, v_num=0]
    Epoch 0:   5%|▌         | 1754/33666 [01:05<19:53, 26.74it/s, loss=4.61, v_num=0]
    Epoch 0:   5%|▌         | 1754/33666 [01:05<19:53, 26.74it/s, loss=4.61, v_num=0]
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    Epoch 0:   5%|▌         | 1755/33666 [01:05<19:53, 26.74it/s, loss=4.61, v_num=0]
    Epoch 0:   5%|▌         | 1756/33666 [01:05<19:53, 26.74it/s, loss=4.61, v_num=0]
    Epoch 0:   5%|▌         | 1756/33666 [01:05<19:53, 26.74it/s, loss=4.61, v_num=0]
    Epoch 0:   5%|▌         | 1757/33666 [01:05<19:53, 26.74it/s, loss=4.61, v_num=0]
    Epoch 0:   5%|▌         | 1757/33666 [01:05<19:53, 26.74it/s, loss=4.61, v_num=0]
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    Epoch 0:   5%|▌         | 1758/33666 [01:05<19:53, 26.74it/s, loss=4.62, v_num=0]
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    Epoch 0:   5%|▌         | 1759/33666 [01:05<19:53, 26.74it/s, loss=4.62, v_num=0]
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    Epoch 0:   5%|▌         | 1760/33666 [01:05<19:53, 26.73it/s, loss=4.63, v_num=0]
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    Epoch 0:   5%|▌         | 1761/33666 [01:05<19:53, 26.73it/s, loss=4.62, v_num=0]
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    Epoch 0:   5%|▌         | 1762/33666 [01:05<19:53, 26.73it/s, loss=4.62, v_num=0]
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    Epoch 0:   5%|▌         | 1763/33666 [01:05<19:53, 26.73it/s, loss=4.61, v_num=0]
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    Epoch 0:   5%|▌         | 1764/33666 [01:05<19:53, 26.74it/s, loss=4.61, v_num=0]
    Epoch 0:   5%|▌         | 1765/33666 [01:06<19:53, 26.74it/s, loss=4.61, v_num=0]
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    Epoch 0:   5%|▌         | 1779/33666 [01:06<19:53, 26.73it/s, loss=4.6, v_num=0]
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    Epoch 0:   5%|▌         | 1783/33666 [01:06<19:52, 26.73it/s, loss=4.61, v_num=0]
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    Epoch 0:   5%|▌         | 1785/33666 [01:06<19:52, 26.72it/s, loss=4.61, v_num=0]
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    Epoch 0:   5%|▌         | 1786/33666 [01:06<19:53, 26.72it/s, loss=4.61, v_num=0]
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    Epoch 0:   5%|▌         | 1787/33666 [01:06<19:53, 26.72it/s, loss=4.61, v_num=0]
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    Epoch 0:   5%|▌         | 1788/33666 [01:06<19:52, 26.72it/s, loss=4.61, v_num=0]
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    Epoch 0:   5%|▌         | 1789/33666 [01:06<19:52, 26.72it/s, loss=4.62, v_num=0]
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    Epoch 0:   5%|▌         | 1790/33666 [01:06<19:52, 26.72it/s, loss=4.62, v_num=0]
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    Epoch 0:   5%|▌         | 1791/33666 [01:07<19:52, 26.72it/s, loss=4.63, v_num=0]
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    Epoch 0:   5%|▌         | 1792/33666 [01:07<19:53, 26.72it/s, loss=4.63, v_num=0]
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    Epoch 0:   5%|▌         | 1793/33666 [01:07<19:53, 26.72it/s, loss=4.63, v_num=0]
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    Epoch 0:   5%|▌         | 1794/33666 [01:07<19:53, 26.72it/s, loss=4.64, v_num=0]
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    Epoch 0:   5%|▌         | 1795/33666 [01:07<19:53, 26.71it/s, loss=4.64, v_num=0]
    Epoch 0:   5%|▌         | 1796/33666 [01:07<19:52, 26.71it/s, loss=4.64, v_num=0]
    Epoch 0:   5%|▌         | 1796/33666 [01:07<19:52, 26.71it/s, loss=4.63, v_num=0]
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    Epoch 0:   5%|▌         | 1797/33666 [01:07<19:52, 26.72it/s, loss=4.63, v_num=0]
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    Epoch 0:   5%|▌         | 1798/33666 [01:07<19:52, 26.72it/s, loss=4.63, v_num=0]
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    Epoch 0:   5%|▌         | 1799/33666 [01:07<19:52, 26.72it/s, loss=4.64, v_num=0]
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    Epoch 0:   5%|▌         | 1800/33666 [01:07<19:52, 26.72it/s, loss=4.63, v_num=0]
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    Epoch 0:   5%|▌         | 1801/33666 [01:07<19:52, 26.72it/s, loss=4.64, v_num=0]
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    Epoch 0:   5%|▌         | 1802/33666 [01:07<19:52, 26.71it/s, loss=4.64, v_num=0]
    Epoch 0:   5%|▌         | 1803/33666 [01:07<19:52, 26.72it/s, loss=4.64, v_num=0]
    Epoch 0:   5%|▌         | 1803/33666 [01:07<19:52, 26.72it/s, loss=4.63, v_num=0]
    Epoch 0:   5%|▌         | 1804/33666 [01:07<19:52, 26.72it/s, loss=4.63, v_num=0]
    Epoch 0:   5%|▌         | 1804/33666 [01:07<19:52, 26.72it/s, loss=4.64, v_num=0]
    Epoch 0:   5%|▌         | 1805/33666 [01:07<19:52, 26.72it/s, loss=4.64, v_num=0]
    Epoch 0:   5%|▌         | 1805/33666 [01:07<19:52, 26.72it/s, loss=4.64, v_num=0]
    Epoch 0:   5%|▌         | 1806/33666 [01:07<19:52, 26.72it/s, loss=4.64, v_num=0]
    Epoch 0:   5%|▌         | 1806/33666 [01:07<19:52, 26.72it/s, loss=4.64, v_num=0]
    Epoch 0:   5%|▌         | 1807/33666 [01:07<19:52, 26.72it/s, loss=4.64, v_num=0]
    Epoch 0:   5%|▌         | 1807/33666 [01:07<19:52, 26.72it/s, loss=4.66, v_num=0]
    Epoch 0:   5%|▌         | 1808/33666 [01:07<19:52, 26.72it/s, loss=4.66, v_num=0]
    Epoch 0:   5%|▌         | 1808/33666 [01:07<19:52, 26.72it/s, loss=4.66, v_num=0]
    Epoch 0:   5%|▌         | 1809/33666 [01:07<19:52, 26.72it/s, loss=4.66, v_num=0]
    Epoch 0:   5%|▌         | 1809/33666 [01:07<19:52, 26.72it/s, loss=4.65, v_num=0]
    Epoch 0:   5%|▌         | 1810/33666 [01:07<19:52, 26.72it/s, loss=4.65, v_num=0]
    Epoch 0:   5%|▌         | 1810/33666 [01:07<19:52, 26.72it/s, loss=4.65, v_num=0]
    Epoch 0:   5%|▌         | 1811/33666 [01:07<19:51, 26.72it/s, loss=4.65, v_num=0]
    Epoch 0:   5%|▌         | 1811/33666 [01:07<19:51, 26.72it/s, loss=4.63, v_num=0]
    Epoch 0:   5%|▌         | 1812/33666 [01:07<19:51, 26.73it/s, loss=4.63, v_num=0]
    Epoch 0:   5%|▌         | 1812/33666 [01:07<19:51, 26.73it/s, loss=4.63, v_num=0]
    Epoch 0:   5%|▌         | 1813/33666 [01:07<19:51, 26.73it/s, loss=4.63, v_num=0]
    Epoch 0:   5%|▌         | 1813/33666 [01:07<19:51, 26.73it/s, loss=4.63, v_num=0]
    Epoch 0:   5%|▌         | 1814/33666 [01:07<19:51, 26.73it/s, loss=4.63, v_num=0]
    Epoch 0:   5%|▌         | 1814/33666 [01:07<19:51, 26.73it/s, loss=4.62, v_num=0]
    Epoch 0:   5%|▌         | 1815/33666 [01:07<19:51, 26.73it/s, loss=4.62, v_num=0]
    Epoch 0:   5%|▌         | 1815/33666 [01:07<19:51, 26.73it/s, loss=4.61, v_num=0]
    Epoch 0:   5%|▌         | 1816/33666 [01:07<19:51, 26.74it/s, loss=4.61, v_num=0]
    Epoch 0:   5%|▌         | 1816/33666 [01:07<19:51, 26.74it/s, loss=4.61, v_num=0]
    Epoch 0:   5%|▌         | 1817/33666 [01:07<19:51, 26.73it/s, loss=4.61, v_num=0]
    Epoch 0:   5%|▌         | 1817/33666 [01:07<19:51, 26.73it/s, loss=4.6, v_num=0] 
    Epoch 0:   5%|▌         | 1818/33666 [01:08<19:51, 26.73it/s, loss=4.6, v_num=0]
    Epoch 0:   5%|▌         | 1818/33666 [01:08<19:51, 26.73it/s, loss=4.6, v_num=0]
    Epoch 0:   5%|▌         | 1819/33666 [01:08<19:51, 26.73it/s, loss=4.6, v_num=0]
    Epoch 0:   5%|▌         | 1819/33666 [01:08<19:51, 26.73it/s, loss=4.6, v_num=0]
    Epoch 0:   5%|▌         | 1820/33666 [01:08<19:51, 26.73it/s, loss=4.6, v_num=0]
    Epoch 0:   5%|▌         | 1820/33666 [01:08<19:51, 26.73it/s, loss=4.6, v_num=0]
    Epoch 0:   5%|▌         | 1821/33666 [01:08<19:51, 26.73it/s, loss=4.6, v_num=0]
    Epoch 0:   5%|▌         | 1821/33666 [01:08<19:51, 26.73it/s, loss=4.6, v_num=0]
    Epoch 0:   5%|▌         | 1822/33666 [01:08<19:51, 26.73it/s, loss=4.6, v_num=0]
    Epoch 0:   5%|▌         | 1822/33666 [01:08<19:51, 26.73it/s, loss=4.6, v_num=0]
    Epoch 0:   5%|▌         | 1823/33666 [01:08<19:51, 26.73it/s, loss=4.6, v_num=0]
    Epoch 0:   5%|▌         | 1823/33666 [01:08<19:51, 26.73it/s, loss=4.6, v_num=0]
    Epoch 0:   5%|▌         | 1824/33666 [01:08<19:51, 26.73it/s, loss=4.6, v_num=0]
    Epoch 0:   5%|▌         | 1824/33666 [01:08<19:51, 26.73it/s, loss=4.59, v_num=0]
    Epoch 0:   5%|▌         | 1825/33666 [01:08<19:51, 26.73it/s, loss=4.59, v_num=0]
    Epoch 0:   5%|▌         | 1825/33666 [01:08<19:51, 26.73it/s, loss=4.58, v_num=0]
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    Epoch 0:   5%|▌         | 1826/33666 [01:08<19:51, 26.73it/s, loss=4.59, v_num=0]
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    Epoch 0:   5%|▌         | 1827/33666 [01:08<19:51, 26.73it/s, loss=4.58, v_num=0]
    Epoch 0:   5%|▌         | 1828/33666 [01:08<19:51, 26.73it/s, loss=4.58, v_num=0]
    Epoch 0:   5%|▌         | 1828/33666 [01:08<19:51, 26.73it/s, loss=4.58, v_num=0]
    Epoch 0:   5%|▌         | 1829/33666 [01:08<19:51, 26.73it/s, loss=4.58, v_num=0]
    Epoch 0:   5%|▌         | 1829/33666 [01:08<19:51, 26.73it/s, loss=4.59, v_num=0]
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    Epoch 0:   5%|▌         | 1830/33666 [01:08<19:51, 26.72it/s, loss=4.59, v_num=0]
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    Epoch 0:   5%|▌         | 1831/33666 [01:08<19:51, 26.73it/s, loss=4.59, v_num=0]
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    Epoch 0:   5%|▌         | 1832/33666 [01:08<19:51, 26.73it/s, loss=4.59, v_num=0]
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    Epoch 0:   5%|▌         | 1834/33666 [01:08<19:51, 26.72it/s, loss=4.59, v_num=0]
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    Epoch 0:   5%|▌         | 1835/33666 [01:08<19:51, 26.72it/s, loss=4.6, v_num=0] 
    Epoch 0:   5%|▌         | 1836/33666 [01:08<19:51, 26.72it/s, loss=4.6, v_num=0]
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    Epoch 0:   5%|▌         | 1837/33666 [01:08<19:51, 26.72it/s, loss=4.62, v_num=0]
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    Epoch 0:   5%|▌         | 1840/33666 [01:08<19:51, 26.72it/s, loss=4.63, v_num=0]
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    Epoch 0:   5%|▌         | 1841/33666 [01:08<19:51, 26.72it/s, loss=4.62, v_num=0]
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    Epoch 0:   5%|▌         | 1842/33666 [01:08<19:51, 26.72it/s, loss=4.62, v_num=0]
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    Epoch 0:   5%|▌         | 1843/33666 [01:08<19:51, 26.72it/s, loss=4.61, v_num=0]
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    Epoch 0:   5%|▌         | 1844/33666 [01:09<19:51, 26.72it/s, loss=4.63, v_num=0]
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    Epoch 0:   5%|▌         | 1845/33666 [01:09<19:51, 26.72it/s, loss=4.62, v_num=0]
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    Epoch 0:   5%|▌         | 1846/33666 [01:09<19:51, 26.71it/s, loss=4.62, v_num=0]
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    Epoch 0:   5%|▌         | 1847/33666 [01:09<19:51, 26.71it/s, loss=4.62, v_num=0]
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    Epoch 0:   5%|▌         | 1851/33666 [01:09<19:51, 26.70it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 1852/33666 [01:09<19:51, 26.70it/s, loss=4.63, v_num=0]
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    Epoch 0:   6%|▌         | 1853/33666 [01:09<19:51, 26.70it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 1854/33666 [01:09<19:51, 26.70it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 1854/33666 [01:09<19:51, 26.70it/s, loss=4.64, v_num=0]
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    Epoch 0:   6%|▌         | 1855/33666 [01:09<19:51, 26.70it/s, loss=4.64, v_num=0]
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    Epoch 0:   6%|▌         | 1856/33666 [01:09<19:51, 26.70it/s, loss=4.63, v_num=0]
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    Epoch 0:   6%|▌         | 1857/33666 [01:09<19:51, 26.70it/s, loss=4.63, v_num=0]
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    Epoch 0:   6%|▌         | 1859/33666 [01:09<19:51, 26.70it/s, loss=4.64, v_num=0]
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    Epoch 0:   6%|▌         | 1860/33666 [01:09<19:51, 26.70it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 1861/33666 [01:09<19:51, 26.69it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 1861/33666 [01:09<19:51, 26.69it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 1862/33666 [01:09<19:51, 26.69it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 1862/33666 [01:09<19:51, 26.69it/s, loss=4.65, v_num=0]
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    Epoch 0:   6%|▌         | 1863/33666 [01:09<19:51, 26.69it/s, loss=4.65, v_num=0]
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    Epoch 0:   6%|▌         | 1865/33666 [01:09<19:51, 26.69it/s, loss=4.65, v_num=0]
    Epoch 0:   6%|▌         | 1865/33666 [01:09<19:51, 26.69it/s, loss=4.65, v_num=0]
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    Epoch 0:   6%|▌         | 1866/33666 [01:09<19:51, 26.69it/s, loss=4.64, v_num=0]
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    Epoch 0:   6%|▌         | 1868/33666 [01:09<19:51, 26.69it/s, loss=4.64, v_num=0]
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    Epoch 0:   6%|▌         | 1869/33666 [01:10<19:51, 26.69it/s, loss=4.65, v_num=0]
    Epoch 0:   6%|▌         | 1870/33666 [01:10<19:51, 26.69it/s, loss=4.65, v_num=0]
    Epoch 0:   6%|▌         | 1870/33666 [01:10<19:51, 26.69it/s, loss=4.64, v_num=0]
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    Epoch 0:   6%|▌         | 1871/33666 [01:10<19:51, 26.69it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 1872/33666 [01:10<19:51, 26.69it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 1872/33666 [01:10<19:51, 26.69it/s, loss=4.65, v_num=0]
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    Epoch 0:   6%|▌         | 1873/33666 [01:10<19:51, 26.69it/s, loss=4.65, v_num=0]
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    Epoch 0:   6%|▌         | 1874/33666 [01:10<19:51, 26.69it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 1875/33666 [01:10<19:51, 26.69it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 1875/33666 [01:10<19:51, 26.69it/s, loss=4.63, v_num=0]
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    Epoch 0:   6%|▌         | 1876/33666 [01:10<19:51, 26.69it/s, loss=4.63, v_num=0]
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    Epoch 0:   6%|▌         | 1877/33666 [01:10<19:50, 26.69it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 1878/33666 [01:10<19:50, 26.69it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 1878/33666 [01:10<19:51, 26.69it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 1879/33666 [01:10<19:50, 26.69it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 1879/33666 [01:10<19:50, 26.69it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 1880/33666 [01:10<19:50, 26.69it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 1880/33666 [01:10<19:50, 26.69it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 1881/33666 [01:10<19:50, 26.69it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 1881/33666 [01:10<19:50, 26.69it/s, loss=4.61, v_num=0]
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    Epoch 0:   6%|▌         | 1882/33666 [01:10<19:50, 26.69it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 1883/33666 [01:10<19:50, 26.69it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 1883/33666 [01:10<19:50, 26.69it/s, loss=4.6, v_num=0] 
    Epoch 0:   6%|▌         | 1884/33666 [01:10<19:50, 26.69it/s, loss=4.6, v_num=0]
    Epoch 0:   6%|▌         | 1884/33666 [01:10<19:50, 26.69it/s, loss=4.6, v_num=0]
    Epoch 0:   6%|▌         | 1885/33666 [01:10<19:51, 26.68it/s, loss=4.6, v_num=0]
    Epoch 0:   6%|▌         | 1885/33666 [01:10<19:51, 26.68it/s, loss=4.6, v_num=0]
    Epoch 0:   6%|▌         | 1886/33666 [01:10<19:51, 26.68it/s, loss=4.6, v_num=0]
    Epoch 0:   6%|▌         | 1886/33666 [01:10<19:51, 26.68it/s, loss=4.59, v_num=0]
    Epoch 0:   6%|▌         | 1887/33666 [01:10<19:51, 26.68it/s, loss=4.59, v_num=0]
    Epoch 0:   6%|▌         | 1887/33666 [01:10<19:51, 26.68it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 1888/33666 [01:10<19:51, 26.68it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 1888/33666 [01:10<19:51, 26.68it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 1889/33666 [01:10<19:51, 26.68it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 1889/33666 [01:10<19:51, 26.68it/s, loss=4.6, v_num=0] 
    Epoch 0:   6%|▌         | 1890/33666 [01:10<19:51, 26.68it/s, loss=4.6, v_num=0]
    Epoch 0:   6%|▌         | 1890/33666 [01:10<19:51, 26.68it/s, loss=4.6, v_num=0]
    Epoch 0:   6%|▌         | 1891/33666 [01:10<19:50, 26.68it/s, loss=4.6, v_num=0]
    Epoch 0:   6%|▌         | 1891/33666 [01:10<19:50, 26.68it/s, loss=4.59, v_num=0]
    Epoch 0:   6%|▌         | 1892/33666 [01:10<19:50, 26.68it/s, loss=4.59, v_num=0]
    Epoch 0:   6%|▌         | 1892/33666 [01:10<19:50, 26.68it/s, loss=4.58, v_num=0]
    Epoch 0:   6%|▌         | 1893/33666 [01:10<19:50, 26.68it/s, loss=4.58, v_num=0]
    Epoch 0:   6%|▌         | 1893/33666 [01:10<19:50, 26.68it/s, loss=4.58, v_num=0]
    Epoch 0:   6%|▌         | 1894/33666 [01:10<19:50, 26.68it/s, loss=4.58, v_num=0]
    Epoch 0:   6%|▌         | 1894/33666 [01:10<19:50, 26.68it/s, loss=4.59, v_num=0]
    Epoch 0:   6%|▌         | 1895/33666 [01:11<19:50, 26.68it/s, loss=4.59, v_num=0]
    Epoch 0:   6%|▌         | 1895/33666 [01:11<19:50, 26.68it/s, loss=4.59, v_num=0]
    Epoch 0:   6%|▌         | 1896/33666 [01:11<19:50, 26.68it/s, loss=4.59, v_num=0]
    Epoch 0:   6%|▌         | 1896/33666 [01:11<19:50, 26.68it/s, loss=4.6, v_num=0] 
    Epoch 0:   6%|▌         | 1897/33666 [01:11<19:50, 26.68it/s, loss=4.6, v_num=0]
    Epoch 0:   6%|▌         | 1897/33666 [01:11<19:50, 26.68it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 1898/33666 [01:11<19:50, 26.68it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 1898/33666 [01:11<19:50, 26.68it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 1899/33666 [01:11<19:50, 26.68it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 1899/33666 [01:11<19:50, 26.68it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 1900/33666 [01:11<19:50, 26.68it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 1900/33666 [01:11<19:50, 26.68it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 1901/33666 [01:11<19:50, 26.68it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 1901/33666 [01:11<19:50, 26.68it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 1902/33666 [01:11<19:50, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 1902/33666 [01:11<19:50, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 1903/33666 [01:11<19:50, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 1903/33666 [01:11<19:50, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 1904/33666 [01:11<19:50, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 1904/33666 [01:11<19:50, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 1905/33666 [01:11<19:50, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 1905/33666 [01:11<19:50, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 1906/33666 [01:11<19:50, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 1906/33666 [01:11<19:50, 26.67it/s, loss=4.65, v_num=0]
    Epoch 0:   6%|▌         | 1907/33666 [01:11<19:50, 26.67it/s, loss=4.65, v_num=0]
    Epoch 0:   6%|▌         | 1907/33666 [01:11<19:50, 26.67it/s, loss=4.65, v_num=0]
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    Epoch 0:   6%|▌         | 1908/33666 [01:11<19:50, 26.67it/s, loss=4.65, v_num=0]
    Epoch 0:   6%|▌         | 1909/33666 [01:11<19:50, 26.67it/s, loss=4.65, v_num=0]
    Epoch 0:   6%|▌         | 1909/33666 [01:11<19:50, 26.67it/s, loss=4.66, v_num=0]
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    Epoch 0:   6%|▌         | 1910/33666 [01:11<19:50, 26.67it/s, loss=4.66, v_num=0]
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    Epoch 0:   6%|▌         | 1911/33666 [01:11<19:50, 26.67it/s, loss=4.66, v_num=0]
    Epoch 0:   6%|▌         | 1912/33666 [01:11<19:50, 26.67it/s, loss=4.66, v_num=0]
    Epoch 0:   6%|▌         | 1912/33666 [01:11<19:50, 26.67it/s, loss=4.67, v_num=0]
    Epoch 0:   6%|▌         | 1913/33666 [01:11<19:50, 26.67it/s, loss=4.67, v_num=0]
    Epoch 0:   6%|▌         | 1913/33666 [01:11<19:50, 26.67it/s, loss=4.66, v_num=0]
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    Epoch 0:   6%|▌         | 1914/33666 [01:11<19:50, 26.67it/s, loss=4.65, v_num=0]
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    Epoch 0:   6%|▌         | 1917/33666 [01:11<19:50, 26.67it/s, loss=4.64, v_num=0]
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    Epoch 0:   6%|▌         | 1920/33666 [01:11<19:50, 26.67it/s, loss=4.64, v_num=0]
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    Epoch 0:   6%|▌         | 1921/33666 [01:12<19:50, 26.67it/s, loss=4.64, v_num=0]
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    Epoch 0:   6%|▌         | 1924/33666 [01:12<19:49, 26.67it/s, loss=4.62, v_num=0]
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    Epoch 0:   6%|▌         | 1925/33666 [01:12<19:49, 26.67it/s, loss=4.62, v_num=0]
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    Epoch 0:   6%|▌         | 1926/33666 [01:12<19:49, 26.67it/s, loss=4.61, v_num=0]
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    Epoch 0:   6%|▌         | 1927/33666 [01:12<19:49, 26.68it/s, loss=4.59, v_num=0]
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    Epoch 0:   6%|▌         | 1928/33666 [01:12<19:49, 26.68it/s, loss=4.6, v_num=0] 
    Epoch 0:   6%|▌         | 1929/33666 [01:12<19:49, 26.68it/s, loss=4.6, v_num=0]
    Epoch 0:   6%|▌         | 1929/33666 [01:12<19:49, 26.68it/s, loss=4.6, v_num=0]
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    Epoch 0:   6%|▌         | 1930/33666 [01:12<19:49, 26.68it/s, loss=4.6, v_num=0]
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    Epoch 0:   6%|▌         | 1931/33666 [01:12<19:49, 26.68it/s, loss=4.61, v_num=0]
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    Epoch 0:   6%|▌         | 1932/33666 [01:12<19:49, 26.68it/s, loss=4.61, v_num=0]
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    Epoch 0:   6%|▌         | 1935/33666 [01:12<19:49, 26.68it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 1935/33666 [01:12<19:49, 26.68it/s, loss=4.6, v_num=0] 
    Epoch 0:   6%|▌         | 1936/33666 [01:12<19:49, 26.68it/s, loss=4.6, v_num=0]
    Epoch 0:   6%|▌         | 1936/33666 [01:12<19:49, 26.68it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 1937/33666 [01:12<19:49, 26.68it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 1937/33666 [01:12<19:49, 26.68it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 1938/33666 [01:12<19:49, 26.68it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 1938/33666 [01:12<19:49, 26.68it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 1939/33666 [01:12<19:49, 26.68it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 1939/33666 [01:12<19:49, 26.68it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 1940/33666 [01:12<19:49, 26.68it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 1940/33666 [01:12<19:49, 26.68it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 1941/33666 [01:12<19:48, 26.68it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 1941/33666 [01:12<19:48, 26.68it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 1942/33666 [01:12<19:48, 26.68it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 1942/33666 [01:12<19:48, 26.68it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 1943/33666 [01:12<19:49, 26.68it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 1943/33666 [01:12<19:49, 26.68it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 1944/33666 [01:12<19:48, 26.68it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 1944/33666 [01:12<19:48, 26.68it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 1945/33666 [01:12<19:48, 26.68it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 1945/33666 [01:12<19:48, 26.68it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 1946/33666 [01:12<19:48, 26.68it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 1946/33666 [01:12<19:48, 26.68it/s, loss=4.65, v_num=0]
    Epoch 0:   6%|▌         | 1947/33666 [01:12<19:48, 26.68it/s, loss=4.65, v_num=0]
    Epoch 0:   6%|▌         | 1947/33666 [01:12<19:48, 26.68it/s, loss=4.67, v_num=0]
    Epoch 0:   6%|▌         | 1948/33666 [01:13<19:48, 26.68it/s, loss=4.67, v_num=0]
    Epoch 0:   6%|▌         | 1948/33666 [01:13<19:48, 26.68it/s, loss=4.66, v_num=0]
    Epoch 0:   6%|▌         | 1949/33666 [01:13<19:48, 26.68it/s, loss=4.66, v_num=0]
    Epoch 0:   6%|▌         | 1949/33666 [01:13<19:48, 26.68it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 1950/33666 [01:13<19:48, 26.68it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 1950/33666 [01:13<19:48, 26.68it/s, loss=4.65, v_num=0]
    Epoch 0:   6%|▌         | 1951/33666 [01:13<19:48, 26.68it/s, loss=4.65, v_num=0]
    Epoch 0:   6%|▌         | 1951/33666 [01:13<19:48, 26.68it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 1952/33666 [01:13<19:48, 26.68it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 1952/33666 [01:13<19:48, 26.68it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 1953/33666 [01:13<19:48, 26.68it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 1953/33666 [01:13<19:48, 26.68it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 1954/33666 [01:13<19:48, 26.68it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 1954/33666 [01:13<19:48, 26.68it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 1955/33666 [01:13<19:48, 26.68it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 1955/33666 [01:13<19:48, 26.68it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 1956/33666 [01:13<19:48, 26.68it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 1956/33666 [01:13<19:48, 26.68it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 1957/33666 [01:13<19:48, 26.68it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 1957/33666 [01:13<19:48, 26.68it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 1958/33666 [01:13<19:48, 26.68it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 1958/33666 [01:13<19:48, 26.68it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 1959/33666 [01:13<19:48, 26.68it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 1959/33666 [01:13<19:48, 26.68it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 1960/33666 [01:13<19:48, 26.68it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 1960/33666 [01:13<19:48, 26.68it/s, loss=4.6, v_num=0] 
    Epoch 0:   6%|▌         | 1961/33666 [01:13<19:48, 26.68it/s, loss=4.6, v_num=0]
    Epoch 0:   6%|▌         | 1961/33666 [01:13<19:48, 26.68it/s, loss=4.6, v_num=0]
    Epoch 0:   6%|▌         | 1962/33666 [01:13<19:48, 26.68it/s, loss=4.6, v_num=0]
    Epoch 0:   6%|▌         | 1962/33666 [01:13<19:48, 26.68it/s, loss=4.6, v_num=0]
    Epoch 0:   6%|▌         | 1963/33666 [01:13<19:48, 26.68it/s, loss=4.6, v_num=0]
    Epoch 0:   6%|▌         | 1963/33666 [01:13<19:48, 26.68it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 1964/33666 [01:13<19:47, 26.69it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 1964/33666 [01:13<19:47, 26.69it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 1965/33666 [01:13<19:47, 26.69it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 1965/33666 [01:13<19:47, 26.69it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 1966/33666 [01:13<19:47, 26.69it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 1966/33666 [01:13<19:47, 26.69it/s, loss=4.6, v_num=0] 
    Epoch 0:   6%|▌         | 1967/33666 [01:13<19:47, 26.69it/s, loss=4.6, v_num=0]
    Epoch 0:   6%|▌         | 1967/33666 [01:13<19:47, 26.69it/s, loss=4.6, v_num=0]
    Epoch 0:   6%|▌         | 1968/33666 [01:13<19:47, 26.69it/s, loss=4.6, v_num=0]
    Epoch 0:   6%|▌         | 1968/33666 [01:13<19:47, 26.69it/s, loss=4.6, v_num=0]
    Epoch 0:   6%|▌         | 1969/33666 [01:13<19:47, 26.69it/s, loss=4.6, v_num=0]
    Epoch 0:   6%|▌         | 1969/33666 [01:13<19:47, 26.69it/s, loss=4.6, v_num=0]
    Epoch 0:   6%|▌         | 1970/33666 [01:13<19:47, 26.69it/s, loss=4.6, v_num=0]
    Epoch 0:   6%|▌         | 1970/33666 [01:13<19:47, 26.69it/s, loss=4.6, v_num=0]
    Epoch 0:   6%|▌         | 1971/33666 [01:13<19:47, 26.69it/s, loss=4.6, v_num=0]
    Epoch 0:   6%|▌         | 1971/33666 [01:13<19:47, 26.69it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 1972/33666 [01:13<19:47, 26.69it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 1972/33666 [01:13<19:47, 26.69it/s, loss=4.6, v_num=0] 
    Epoch 0:   6%|▌         | 1973/33666 [01:13<19:47, 26.69it/s, loss=4.6, v_num=0]
    Epoch 0:   6%|▌         | 1973/33666 [01:13<19:47, 26.69it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 1974/33666 [01:13<19:47, 26.69it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 1974/33666 [01:13<19:47, 26.69it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 1975/33666 [01:13<19:47, 26.69it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 1975/33666 [01:13<19:47, 26.69it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 1976/33666 [01:14<19:47, 26.69it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 1976/33666 [01:14<19:47, 26.69it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 1977/33666 [01:14<19:47, 26.69it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 1977/33666 [01:14<19:47, 26.69it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 1978/33666 [01:14<19:47, 26.69it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 1978/33666 [01:14<19:47, 26.69it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 1979/33666 [01:14<19:47, 26.69it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 1979/33666 [01:14<19:47, 26.69it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 1980/33666 [01:14<19:47, 26.69it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 1980/33666 [01:14<19:47, 26.69it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 1981/33666 [01:14<19:47, 26.69it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 1981/33666 [01:14<19:47, 26.69it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 1982/33666 [01:14<19:47, 26.69it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 1982/33666 [01:14<19:47, 26.69it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 1983/33666 [01:14<19:47, 26.69it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 1983/33666 [01:14<19:47, 26.69it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 1984/33666 [01:14<19:47, 26.69it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 1984/33666 [01:14<19:47, 26.69it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 1985/33666 [01:14<19:47, 26.69it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 1985/33666 [01:14<19:47, 26.69it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 1986/33666 [01:14<19:47, 26.69it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 1986/33666 [01:14<19:47, 26.69it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 1987/33666 [01:14<19:47, 26.69it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 1987/33666 [01:14<19:47, 26.69it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 1988/33666 [01:14<19:47, 26.69it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 1988/33666 [01:14<19:47, 26.69it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 1989/33666 [01:14<19:47, 26.68it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 1989/33666 [01:14<19:47, 26.68it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 1990/33666 [01:14<19:47, 26.68it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 1990/33666 [01:14<19:47, 26.68it/s, loss=4.65, v_num=0]
    Epoch 0:   6%|▌         | 1991/33666 [01:14<19:47, 26.68it/s, loss=4.65, v_num=0]
    Epoch 0:   6%|▌         | 1991/33666 [01:14<19:47, 26.68it/s, loss=4.65, v_num=0]
    Epoch 0:   6%|▌         | 1992/33666 [01:14<19:47, 26.68it/s, loss=4.65, v_num=0]
    Epoch 0:   6%|▌         | 1992/33666 [01:14<19:47, 26.68it/s, loss=4.65, v_num=0]
    Epoch 0:   6%|▌         | 1993/33666 [01:14<19:47, 26.68it/s, loss=4.65, v_num=0]
    Epoch 0:   6%|▌         | 1993/33666 [01:14<19:47, 26.68it/s, loss=4.66, v_num=0]
    Epoch 0:   6%|▌         | 1994/33666 [01:14<19:47, 26.68it/s, loss=4.66, v_num=0]
    Epoch 0:   6%|▌         | 1994/33666 [01:14<19:47, 26.68it/s, loss=4.66, v_num=0]
    Epoch 0:   6%|▌         | 1995/33666 [01:14<19:47, 26.68it/s, loss=4.66, v_num=0]
    Epoch 0:   6%|▌         | 1995/33666 [01:14<19:47, 26.68it/s, loss=4.66, v_num=0]
    Epoch 0:   6%|▌         | 1996/33666 [01:14<19:47, 26.68it/s, loss=4.66, v_num=0]
    Epoch 0:   6%|▌         | 1996/33666 [01:14<19:47, 26.68it/s, loss=4.66, v_num=0]
    Epoch 0:   6%|▌         | 1997/33666 [01:14<19:47, 26.68it/s, loss=4.66, v_num=0]
    Epoch 0:   6%|▌         | 1997/33666 [01:14<19:47, 26.68it/s, loss=4.66, v_num=0]
    Epoch 0:   6%|▌         | 1998/33666 [01:14<19:47, 26.68it/s, loss=4.66, v_num=0]
    Epoch 0:   6%|▌         | 1998/33666 [01:14<19:47, 26.68it/s, loss=4.66, v_num=0]
    Epoch 0:   6%|▌         | 1999/33666 [01:14<19:47, 26.67it/s, loss=4.66, v_num=0]
    Epoch 0:   6%|▌         | 1999/33666 [01:14<19:47, 26.67it/s, loss=4.66, v_num=0]
    Epoch 0:   6%|▌         | 2000/33666 [01:14<19:47, 26.67it/s, loss=4.66, v_num=0]
    Epoch 0:   6%|▌         | 2000/33666 [01:14<19:47, 26.67it/s, loss=4.66, v_num=0]
    Epoch 0:   6%|▌         | 2001/33666 [01:15<19:47, 26.67it/s, loss=4.66, v_num=0]
    Epoch 0:   6%|▌         | 2001/33666 [01:15<19:47, 26.67it/s, loss=4.65, v_num=0]
    Epoch 0:   6%|▌         | 2002/33666 [01:15<19:47, 26.67it/s, loss=4.65, v_num=0]
    Epoch 0:   6%|▌         | 2002/33666 [01:15<19:47, 26.67it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 2003/33666 [01:15<19:47, 26.67it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 2003/33666 [01:15<19:47, 26.67it/s, loss=4.65, v_num=0]
    Epoch 0:   6%|▌         | 2004/33666 [01:15<19:47, 26.67it/s, loss=4.65, v_num=0]
    Epoch 0:   6%|▌         | 2004/33666 [01:15<19:47, 26.67it/s, loss=4.65, v_num=0]
    Epoch 0:   6%|▌         | 2005/33666 [01:15<19:47, 26.67it/s, loss=4.65, v_num=0]
    Epoch 0:   6%|▌         | 2005/33666 [01:15<19:47, 26.67it/s, loss=4.65, v_num=0]
    Epoch 0:   6%|▌         | 2006/33666 [01:15<19:47, 26.67it/s, loss=4.65, v_num=0]
    Epoch 0:   6%|▌         | 2006/33666 [01:15<19:47, 26.67it/s, loss=4.66, v_num=0]
    Epoch 0:   6%|▌         | 2007/33666 [01:15<19:47, 26.66it/s, loss=4.66, v_num=0]
    Epoch 0:   6%|▌         | 2007/33666 [01:15<19:47, 26.66it/s, loss=4.66, v_num=0]
    Epoch 0:   6%|▌         | 2008/33666 [01:15<19:47, 26.66it/s, loss=4.66, v_num=0]
    Epoch 0:   6%|▌         | 2008/33666 [01:15<19:47, 26.66it/s, loss=4.66, v_num=0]
    Epoch 0:   6%|▌         | 2009/33666 [01:15<19:47, 26.66it/s, loss=4.66, v_num=0]
    Epoch 0:   6%|▌         | 2009/33666 [01:15<19:47, 26.66it/s, loss=4.66, v_num=0]
    Epoch 0:   6%|▌         | 2010/33666 [01:15<19:47, 26.66it/s, loss=4.66, v_num=0]
    Epoch 0:   6%|▌         | 2010/33666 [01:15<19:47, 26.66it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2011/33666 [01:15<19:47, 26.66it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2011/33666 [01:15<19:47, 26.66it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 2012/33666 [01:15<19:47, 26.66it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 2012/33666 [01:15<19:47, 26.66it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 2013/33666 [01:15<19:47, 26.66it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 2013/33666 [01:15<19:47, 26.66it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2014/33666 [01:15<19:47, 26.66it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2014/33666 [01:15<19:47, 26.66it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 2015/33666 [01:15<19:47, 26.66it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 2015/33666 [01:15<19:47, 26.66it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2016/33666 [01:15<19:47, 26.65it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2016/33666 [01:15<19:47, 26.65it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 2017/33666 [01:15<19:47, 26.65it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 2017/33666 [01:15<19:47, 26.65it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2018/33666 [01:15<19:47, 26.65it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2018/33666 [01:15<19:47, 26.65it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2019/33666 [01:15<19:47, 26.65it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2019/33666 [01:15<19:47, 26.65it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2020/33666 [01:15<19:47, 26.65it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2020/33666 [01:15<19:47, 26.65it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2021/33666 [01:15<19:47, 26.65it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2021/33666 [01:15<19:47, 26.65it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2022/33666 [01:15<19:47, 26.65it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2022/33666 [01:15<19:47, 26.65it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2023/33666 [01:15<19:47, 26.65it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2023/33666 [01:15<19:47, 26.65it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2024/33666 [01:15<19:47, 26.65it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2024/33666 [01:15<19:47, 26.65it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2025/33666 [01:15<19:47, 26.65it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2025/33666 [01:15<19:47, 26.65it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2026/33666 [01:16<19:47, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2026/33666 [01:16<19:47, 26.64it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2027/33666 [01:16<19:47, 26.64it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2027/33666 [01:16<19:47, 26.64it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2028/33666 [01:16<19:47, 26.64it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2028/33666 [01:16<19:47, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2029/33666 [01:16<19:47, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2029/33666 [01:16<19:47, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2030/33666 [01:16<19:47, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2030/33666 [01:16<19:47, 26.64it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 2031/33666 [01:16<19:47, 26.64it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 2031/33666 [01:16<19:47, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2032/33666 [01:16<19:47, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2032/33666 [01:16<19:47, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2033/33666 [01:16<19:47, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2033/33666 [01:16<19:47, 26.64it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 2034/33666 [01:16<19:47, 26.64it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 2034/33666 [01:16<19:47, 26.64it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 2035/33666 [01:16<19:47, 26.64it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 2035/33666 [01:16<19:47, 26.64it/s, loss=4.65, v_num=0]
    Epoch 0:   6%|▌         | 2036/33666 [01:16<19:47, 26.64it/s, loss=4.65, v_num=0]
    Epoch 0:   6%|▌         | 2036/33666 [01:16<19:47, 26.63it/s, loss=4.65, v_num=0]
    Epoch 0:   6%|▌         | 2037/33666 [01:16<19:47, 26.63it/s, loss=4.65, v_num=0]
    Epoch 0:   6%|▌         | 2037/33666 [01:16<19:47, 26.63it/s, loss=4.65, v_num=0]
    Epoch 0:   6%|▌         | 2038/33666 [01:16<19:47, 26.63it/s, loss=4.65, v_num=0]
    Epoch 0:   6%|▌         | 2038/33666 [01:16<19:47, 26.63it/s, loss=4.65, v_num=0]
    Epoch 0:   6%|▌         | 2039/33666 [01:16<19:47, 26.63it/s, loss=4.65, v_num=0]
    Epoch 0:   6%|▌         | 2039/33666 [01:16<19:47, 26.63it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 2040/33666 [01:16<19:47, 26.63it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 2040/33666 [01:16<19:47, 26.63it/s, loss=4.65, v_num=0]
    Epoch 0:   6%|▌         | 2041/33666 [01:16<19:47, 26.63it/s, loss=4.65, v_num=0]
    Epoch 0:   6%|▌         | 2041/33666 [01:16<19:47, 26.63it/s, loss=4.65, v_num=0]
    Epoch 0:   6%|▌         | 2042/33666 [01:16<19:47, 26.63it/s, loss=4.65, v_num=0]
    Epoch 0:   6%|▌         | 2042/33666 [01:16<19:47, 26.63it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 2043/33666 [01:16<19:47, 26.63it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 2043/33666 [01:16<19:47, 26.63it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 2044/33666 [01:16<19:47, 26.63it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 2044/33666 [01:16<19:47, 26.63it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2045/33666 [01:16<19:47, 26.63it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2045/33666 [01:16<19:47, 26.63it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2046/33666 [01:16<19:47, 26.63it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2046/33666 [01:16<19:47, 26.63it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2047/33666 [01:16<19:47, 26.63it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2047/33666 [01:16<19:47, 26.63it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2048/33666 [01:16<19:47, 26.62it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2048/33666 [01:16<19:47, 26.62it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 2049/33666 [01:16<19:47, 26.62it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 2049/33666 [01:16<19:47, 26.62it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 2050/33666 [01:17<19:47, 26.62it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 2050/33666 [01:17<19:47, 26.62it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 2051/33666 [01:17<19:47, 26.62it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 2051/33666 [01:17<19:47, 26.62it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 2052/33666 [01:17<19:47, 26.62it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 2052/33666 [01:17<19:47, 26.62it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2053/33666 [01:17<19:47, 26.62it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2053/33666 [01:17<19:47, 26.62it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 2054/33666 [01:17<19:47, 26.62it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 2054/33666 [01:17<19:47, 26.62it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2055/33666 [01:17<19:47, 26.62it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2055/33666 [01:17<19:47, 26.62it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2056/33666 [01:17<19:47, 26.62it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2056/33666 [01:17<19:47, 26.62it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 2057/33666 [01:17<19:47, 26.62it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 2057/33666 [01:17<19:47, 26.62it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2058/33666 [01:17<19:47, 26.62it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2058/33666 [01:17<19:47, 26.62it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2059/33666 [01:17<19:47, 26.62it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2059/33666 [01:17<19:47, 26.62it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2060/33666 [01:17<19:47, 26.62it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2060/33666 [01:17<19:47, 26.62it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 2061/33666 [01:17<19:47, 26.62it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 2061/33666 [01:17<19:47, 26.62it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 2062/33666 [01:17<19:46, 26.63it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 2062/33666 [01:17<19:47, 26.63it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 2063/33666 [01:17<19:46, 26.63it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 2063/33666 [01:17<19:46, 26.63it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 2064/33666 [01:17<19:46, 26.62it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 2064/33666 [01:17<19:46, 26.62it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2065/33666 [01:17<19:46, 26.63it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2065/33666 [01:17<19:46, 26.63it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2066/33666 [01:17<19:46, 26.63it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2066/33666 [01:17<19:46, 26.63it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2067/33666 [01:17<19:46, 26.63it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2067/33666 [01:17<19:46, 26.63it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2068/33666 [01:17<19:46, 26.63it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2068/33666 [01:17<19:46, 26.63it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2069/33666 [01:17<19:46, 26.63it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2069/33666 [01:17<19:46, 26.63it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2070/33666 [01:17<19:46, 26.63it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2070/33666 [01:17<19:46, 26.63it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2071/33666 [01:17<19:46, 26.63it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2071/33666 [01:17<19:46, 26.63it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2072/33666 [01:17<19:46, 26.63it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2072/33666 [01:17<19:46, 26.63it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2073/33666 [01:17<19:46, 26.63it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2073/33666 [01:17<19:46, 26.63it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2074/33666 [01:17<19:46, 26.63it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2074/33666 [01:17<19:46, 26.63it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 2075/33666 [01:17<19:46, 26.63it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 2075/33666 [01:17<19:46, 26.63it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 2076/33666 [01:17<19:46, 26.63it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 2076/33666 [01:17<19:46, 26.63it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 2077/33666 [01:17<19:46, 26.63it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 2077/33666 [01:17<19:46, 26.63it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 2078/33666 [01:18<19:45, 26.63it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 2078/33666 [01:18<19:45, 26.63it/s, loss=4.6, v_num=0] 
    Epoch 0:   6%|▌         | 2079/33666 [01:18<19:45, 26.64it/s, loss=4.6, v_num=0]
    Epoch 0:   6%|▌         | 2079/33666 [01:18<19:45, 26.64it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 2080/33666 [01:18<19:45, 26.64it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 2080/33666 [01:18<19:45, 26.64it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 2081/33666 [01:18<19:45, 26.64it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▌         | 2081/33666 [01:18<19:45, 26.64it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2082/33666 [01:18<19:45, 26.64it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2082/33666 [01:18<19:45, 26.64it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2083/33666 [01:18<19:45, 26.64it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2083/33666 [01:18<19:45, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2084/33666 [01:18<19:45, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2084/33666 [01:18<19:45, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2085/33666 [01:18<19:45, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2085/33666 [01:18<19:45, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2086/33666 [01:18<19:45, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2086/33666 [01:18<19:45, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2087/33666 [01:18<19:45, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2087/33666 [01:18<19:45, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2088/33666 [01:18<19:45, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2088/33666 [01:18<19:45, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2089/33666 [01:18<19:45, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2089/33666 [01:18<19:45, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2090/33666 [01:18<19:45, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2090/33666 [01:18<19:45, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2091/33666 [01:18<19:45, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2091/33666 [01:18<19:45, 26.64it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2092/33666 [01:18<19:45, 26.64it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▌         | 2092/33666 [01:18<19:45, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2093/33666 [01:18<19:45, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2093/33666 [01:18<19:45, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2094/33666 [01:18<19:45, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2094/33666 [01:18<19:45, 26.64it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 2095/33666 [01:18<19:44, 26.64it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 2095/33666 [01:18<19:44, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2096/33666 [01:18<19:44, 26.65it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2096/33666 [01:18<19:44, 26.64it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 2097/33666 [01:18<19:44, 26.64it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 2097/33666 [01:18<19:44, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2098/33666 [01:18<19:44, 26.65it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2098/33666 [01:18<19:44, 26.65it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 2099/33666 [01:18<19:44, 26.64it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 2099/33666 [01:18<19:44, 26.64it/s, loss=4.65, v_num=0]
    Epoch 0:   6%|▌         | 2100/33666 [01:18<19:44, 26.64it/s, loss=4.65, v_num=0]
    Epoch 0:   6%|▌         | 2100/33666 [01:18<19:44, 26.64it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 2101/33666 [01:18<19:44, 26.64it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 2101/33666 [01:18<19:44, 26.64it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 2102/33666 [01:18<19:44, 26.64it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 2102/33666 [01:18<19:44, 26.64it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 2103/33666 [01:18<19:44, 26.64it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▌         | 2103/33666 [01:18<19:44, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2104/33666 [01:18<19:44, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▌         | 2104/33666 [01:18<19:44, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▋         | 2105/33666 [01:19<19:44, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▋         | 2105/33666 [01:19<19:44, 26.64it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▋         | 2106/33666 [01:19<19:44, 26.65it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▋         | 2106/33666 [01:19<19:44, 26.65it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▋         | 2107/33666 [01:19<19:44, 26.65it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▋         | 2107/33666 [01:19<19:44, 26.65it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2108/33666 [01:19<19:44, 26.65it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2108/33666 [01:19<19:44, 26.65it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▋         | 2109/33666 [01:19<19:44, 26.65it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▋         | 2109/33666 [01:19<19:44, 26.65it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2110/33666 [01:19<19:44, 26.65it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2110/33666 [01:19<19:44, 26.65it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2111/33666 [01:19<19:44, 26.65it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2111/33666 [01:19<19:44, 26.65it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2112/33666 [01:19<19:44, 26.65it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2112/33666 [01:19<19:44, 26.65it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2113/33666 [01:19<19:44, 26.65it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2113/33666 [01:19<19:44, 26.65it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2114/33666 [01:19<19:44, 26.65it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2114/33666 [01:19<19:44, 26.65it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▋         | 2115/33666 [01:19<19:43, 26.65it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▋         | 2115/33666 [01:19<19:43, 26.65it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▋         | 2116/33666 [01:19<19:43, 26.65it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▋         | 2116/33666 [01:19<19:43, 26.65it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▋         | 2117/33666 [01:19<19:43, 26.65it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▋         | 2117/33666 [01:19<19:43, 26.65it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▋         | 2118/33666 [01:19<19:43, 26.65it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▋         | 2118/33666 [01:19<19:43, 26.65it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▋         | 2119/33666 [01:19<19:43, 26.65it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▋         | 2119/33666 [01:19<19:43, 26.65it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2120/33666 [01:19<19:43, 26.65it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2120/33666 [01:19<19:43, 26.65it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2121/33666 [01:19<19:43, 26.65it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2121/33666 [01:19<19:43, 26.65it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2122/33666 [01:19<19:43, 26.65it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2122/33666 [01:19<19:43, 26.65it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2123/33666 [01:19<19:43, 26.65it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2123/33666 [01:19<19:43, 26.65it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2124/33666 [01:19<19:43, 26.65it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2124/33666 [01:19<19:43, 26.65it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▋         | 2125/33666 [01:19<19:43, 26.65it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▋         | 2125/33666 [01:19<19:43, 26.65it/s, loss=4.6, v_num=0] 
    Epoch 0:   6%|▋         | 2126/33666 [01:19<19:43, 26.65it/s, loss=4.6, v_num=0]
    Epoch 0:   6%|▋         | 2126/33666 [01:19<19:43, 26.65it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▋         | 2127/33666 [01:19<19:43, 26.65it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▋         | 2127/33666 [01:19<19:43, 26.65it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▋         | 2128/33666 [01:19<19:43, 26.65it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▋         | 2128/33666 [01:19<19:43, 26.65it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▋         | 2129/33666 [01:19<19:43, 26.65it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▋         | 2129/33666 [01:19<19:43, 26.65it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2130/33666 [01:19<19:43, 26.65it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2130/33666 [01:19<19:43, 26.65it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▋         | 2131/33666 [01:19<19:43, 26.65it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▋         | 2131/33666 [01:19<19:43, 26.65it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▋         | 2132/33666 [01:19<19:43, 26.65it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▋         | 2132/33666 [01:19<19:43, 26.65it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▋         | 2133/33666 [01:20<19:43, 26.65it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▋         | 2133/33666 [01:20<19:43, 26.65it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▋         | 2134/33666 [01:20<19:42, 26.66it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▋         | 2134/33666 [01:20<19:42, 26.66it/s, loss=4.59, v_num=0]
    Epoch 0:   6%|▋         | 2135/33666 [01:20<19:42, 26.66it/s, loss=4.59, v_num=0]
    Epoch 0:   6%|▋         | 2135/33666 [01:20<19:42, 26.66it/s, loss=4.58, v_num=0]
    Epoch 0:   6%|▋         | 2136/33666 [01:20<19:42, 26.66it/s, loss=4.58, v_num=0]
    Epoch 0:   6%|▋         | 2136/33666 [01:20<19:42, 26.66it/s, loss=4.58, v_num=0]
    Epoch 0:   6%|▋         | 2137/33666 [01:20<19:42, 26.66it/s, loss=4.58, v_num=0]
    Epoch 0:   6%|▋         | 2137/33666 [01:20<19:42, 26.66it/s, loss=4.59, v_num=0]
    Epoch 0:   6%|▋         | 2138/33666 [01:20<19:42, 26.66it/s, loss=4.59, v_num=0]
    Epoch 0:   6%|▋         | 2138/33666 [01:20<19:42, 26.66it/s, loss=4.59, v_num=0]
    Epoch 0:   6%|▋         | 2139/33666 [01:20<19:42, 26.67it/s, loss=4.59, v_num=0]
    Epoch 0:   6%|▋         | 2139/33666 [01:20<19:42, 26.67it/s, loss=4.59, v_num=0]
    Epoch 0:   6%|▋         | 2140/33666 [01:20<19:42, 26.67it/s, loss=4.59, v_num=0]
    Epoch 0:   6%|▋         | 2140/33666 [01:20<19:42, 26.67it/s, loss=4.59, v_num=0]
    Epoch 0:   6%|▋         | 2141/33666 [01:20<19:42, 26.67it/s, loss=4.59, v_num=0]
    Epoch 0:   6%|▋         | 2141/33666 [01:20<19:42, 26.67it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▋         | 2142/33666 [01:20<19:41, 26.67it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▋         | 2142/33666 [01:20<19:41, 26.67it/s, loss=4.59, v_num=0]
    Epoch 0:   6%|▋         | 2143/33666 [01:20<19:41, 26.67it/s, loss=4.59, v_num=0]
    Epoch 0:   6%|▋         | 2143/33666 [01:20<19:41, 26.67it/s, loss=4.6, v_num=0] 
    Epoch 0:   6%|▋         | 2144/33666 [01:20<19:41, 26.67it/s, loss=4.6, v_num=0]
    Epoch 0:   6%|▋         | 2144/33666 [01:20<19:41, 26.67it/s, loss=4.6, v_num=0]
    Epoch 0:   6%|▋         | 2145/33666 [01:20<19:41, 26.68it/s, loss=4.6, v_num=0]
    Epoch 0:   6%|▋         | 2145/33666 [01:20<19:41, 26.68it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▋         | 2146/33666 [01:20<19:41, 26.67it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▋         | 2146/33666 [01:20<19:41, 26.67it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▋         | 2147/33666 [01:20<19:41, 26.67it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▋         | 2147/33666 [01:20<19:41, 26.67it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▋         | 2148/33666 [01:20<19:41, 26.67it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▋         | 2148/33666 [01:20<19:41, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▋         | 2149/33666 [01:20<19:41, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▋         | 2149/33666 [01:20<19:41, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2150/33666 [01:20<19:41, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2150/33666 [01:20<19:41, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2151/33666 [01:20<19:41, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2151/33666 [01:20<19:41, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2152/33666 [01:20<19:41, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2152/33666 [01:20<19:41, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2153/33666 [01:20<19:41, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2153/33666 [01:20<19:41, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2154/33666 [01:20<19:41, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2154/33666 [01:20<19:41, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▋         | 2155/33666 [01:20<19:41, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▋         | 2155/33666 [01:20<19:41, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▋         | 2156/33666 [01:20<19:41, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▋         | 2156/33666 [01:20<19:41, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▋         | 2157/33666 [01:20<19:41, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▋         | 2157/33666 [01:20<19:41, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▋         | 2158/33666 [01:20<19:41, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▋         | 2158/33666 [01:20<19:41, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▋         | 2159/33666 [01:20<19:41, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▋         | 2159/33666 [01:20<19:41, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▋         | 2160/33666 [01:20<19:41, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▋         | 2160/33666 [01:20<19:41, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▋         | 2161/33666 [01:21<19:41, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▋         | 2161/33666 [01:21<19:41, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2162/33666 [01:21<19:41, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2162/33666 [01:21<19:41, 26.67it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▋         | 2163/33666 [01:21<19:41, 26.67it/s, loss=4.64, v_num=0]
    Epoch 0:   6%|▋         | 2163/33666 [01:21<19:41, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▋         | 2164/33666 [01:21<19:41, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▋         | 2164/33666 [01:21<19:41, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▋         | 2165/33666 [01:21<19:41, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▋         | 2165/33666 [01:21<19:41, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▋         | 2166/33666 [01:21<19:41, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▋         | 2166/33666 [01:21<19:41, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▋         | 2167/33666 [01:21<19:41, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▋         | 2167/33666 [01:21<19:41, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2168/33666 [01:21<19:41, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2168/33666 [01:21<19:41, 26.67it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▋         | 2169/33666 [01:21<19:40, 26.67it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▋         | 2169/33666 [01:21<19:40, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2170/33666 [01:21<19:40, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2170/33666 [01:21<19:40, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2171/33666 [01:21<19:40, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2171/33666 [01:21<19:40, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2172/33666 [01:21<19:40, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2172/33666 [01:21<19:40, 26.67it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▋         | 2173/33666 [01:21<19:40, 26.67it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▋         | 2173/33666 [01:21<19:40, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2174/33666 [01:21<19:40, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2174/33666 [01:21<19:40, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2175/33666 [01:21<19:40, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2175/33666 [01:21<19:40, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2176/33666 [01:21<19:40, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2176/33666 [01:21<19:40, 26.67it/s, loss=4.61, v_num=0]
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    Epoch 0:   6%|▋         | 2177/33666 [01:21<19:40, 26.67it/s, loss=4.61, v_num=0]
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    Epoch 0:   6%|▋         | 2178/33666 [01:21<19:40, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2179/33666 [01:21<19:40, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2179/33666 [01:21<19:40, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2180/33666 [01:21<19:40, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2180/33666 [01:21<19:40, 26.67it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▋         | 2181/33666 [01:21<19:40, 26.67it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▋         | 2181/33666 [01:21<19:40, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2182/33666 [01:21<19:40, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2182/33666 [01:21<19:40, 26.67it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▋         | 2183/33666 [01:21<19:40, 26.67it/s, loss=4.61, v_num=0]
    Epoch 0:   6%|▋         | 2183/33666 [01:21<19:40, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2184/33666 [01:21<19:40, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2184/33666 [01:21<19:40, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▋         | 2185/33666 [01:21<19:40, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▋         | 2185/33666 [01:21<19:40, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▋         | 2186/33666 [01:21<19:40, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▋         | 2186/33666 [01:21<19:40, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▋         | 2187/33666 [01:22<19:40, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   6%|▋         | 2187/33666 [01:22<19:40, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2188/33666 [01:22<19:40, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   6%|▋         | 2188/33666 [01:22<19:40, 26.67it/s, loss=4.63, v_num=0]
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    Epoch 0:   7%|▋         | 2189/33666 [01:22<19:40, 26.67it/s, loss=4.62, v_num=0]
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    Epoch 0:   7%|▋         | 2191/33666 [01:22<19:40, 26.67it/s, loss=4.64, v_num=0]
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    Epoch 0:   7%|▋         | 2192/33666 [01:22<19:40, 26.67it/s, loss=4.64, v_num=0]
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    Epoch 0:   7%|▋         | 2193/33666 [01:22<19:40, 26.67it/s, loss=4.63, v_num=0]
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    Epoch 0:   7%|▋         | 2194/33666 [01:22<19:40, 26.67it/s, loss=4.62, v_num=0]
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    Epoch 0:   7%|▋         | 2195/33666 [01:22<19:39, 26.67it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2196/33666 [01:22<19:39, 26.67it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2196/33666 [01:22<19:39, 26.67it/s, loss=4.62, v_num=0]
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    Epoch 0:   7%|▋         | 2197/33666 [01:22<19:39, 26.67it/s, loss=4.62, v_num=0]
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    Epoch 0:   7%|▋         | 2198/33666 [01:22<19:39, 26.67it/s, loss=4.63, v_num=0]
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    Epoch 0:   7%|▋         | 2199/33666 [01:22<19:39, 26.67it/s, loss=4.63, v_num=0]
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    Epoch 0:   7%|▋         | 2200/33666 [01:22<19:39, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2201/33666 [01:22<19:39, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2201/33666 [01:22<19:39, 26.67it/s, loss=4.62, v_num=0]
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    Epoch 0:   7%|▋         | 2202/33666 [01:22<19:39, 26.67it/s, loss=4.62, v_num=0]
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    Epoch 0:   7%|▋         | 2203/33666 [01:22<19:39, 26.67it/s, loss=4.62, v_num=0]
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    Epoch 0:   7%|▋         | 2204/33666 [01:22<19:39, 26.67it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2205/33666 [01:22<19:39, 26.67it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2205/33666 [01:22<19:39, 26.67it/s, loss=4.62, v_num=0]
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    Epoch 0:   7%|▋         | 2206/33666 [01:22<19:39, 26.67it/s, loss=4.61, v_num=0]
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    Epoch 0:   7%|▋         | 2207/33666 [01:22<19:39, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2208/33666 [01:22<19:39, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2208/33666 [01:22<19:39, 26.67it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2209/33666 [01:22<19:39, 26.67it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2209/33666 [01:22<19:39, 26.67it/s, loss=4.6, v_num=0] 
    Epoch 0:   7%|▋         | 2210/33666 [01:22<19:39, 26.67it/s, loss=4.6, v_num=0]
    Epoch 0:   7%|▋         | 2210/33666 [01:22<19:39, 26.67it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2211/33666 [01:22<19:39, 26.67it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2211/33666 [01:22<19:39, 26.67it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2212/33666 [01:22<19:39, 26.67it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2212/33666 [01:22<19:39, 26.67it/s, loss=4.6, v_num=0] 
    Epoch 0:   7%|▋         | 2213/33666 [01:22<19:39, 26.67it/s, loss=4.6, v_num=0]
    Epoch 0:   7%|▋         | 2213/33666 [01:22<19:39, 26.67it/s, loss=4.6, v_num=0]
    Epoch 0:   7%|▋         | 2214/33666 [01:23<19:39, 26.67it/s, loss=4.6, v_num=0]
    Epoch 0:   7%|▋         | 2214/33666 [01:23<19:39, 26.67it/s, loss=4.6, v_num=0]
    Epoch 0:   7%|▋         | 2215/33666 [01:23<19:39, 26.67it/s, loss=4.6, v_num=0]
    Epoch 0:   7%|▋         | 2215/33666 [01:23<19:39, 26.67it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2216/33666 [01:23<19:39, 26.67it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2216/33666 [01:23<19:39, 26.67it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2217/33666 [01:23<19:39, 26.67it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2217/33666 [01:23<19:39, 26.67it/s, loss=4.6, v_num=0] 
    Epoch 0:   7%|▋         | 2218/33666 [01:23<19:39, 26.67it/s, loss=4.6, v_num=0]
    Epoch 0:   7%|▋         | 2218/33666 [01:23<19:39, 26.67it/s, loss=4.6, v_num=0]
    Epoch 0:   7%|▋         | 2219/33666 [01:23<19:39, 26.67it/s, loss=4.6, v_num=0]
    Epoch 0:   7%|▋         | 2219/33666 [01:23<19:39, 26.67it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2220/33666 [01:23<19:38, 26.67it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2220/33666 [01:23<19:39, 26.67it/s, loss=4.59, v_num=0]
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    Epoch 0:   7%|▋         | 2221/33666 [01:23<19:38, 26.67it/s, loss=4.58, v_num=0]
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    Epoch 0:   7%|▋         | 2222/33666 [01:23<19:38, 26.67it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2223/33666 [01:23<19:38, 26.67it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2223/33666 [01:23<19:38, 26.67it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2224/33666 [01:23<19:38, 26.67it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2224/33666 [01:23<19:38, 26.67it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2225/33666 [01:23<19:38, 26.67it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2225/33666 [01:23<19:38, 26.67it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2226/33666 [01:23<19:38, 26.67it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2226/33666 [01:23<19:38, 26.67it/s, loss=4.57, v_num=0]
    Epoch 0:   7%|▋         | 2227/33666 [01:23<19:38, 26.67it/s, loss=4.57, v_num=0]
    Epoch 0:   7%|▋         | 2227/33666 [01:23<19:38, 26.67it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2228/33666 [01:23<19:38, 26.67it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2228/33666 [01:23<19:38, 26.67it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2229/33666 [01:23<19:38, 26.67it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2229/33666 [01:23<19:38, 26.67it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2230/33666 [01:23<19:38, 26.67it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2230/33666 [01:23<19:38, 26.67it/s, loss=4.57, v_num=0]
    Epoch 0:   7%|▋         | 2231/33666 [01:23<19:38, 26.67it/s, loss=4.57, v_num=0]
    Epoch 0:   7%|▋         | 2231/33666 [01:23<19:38, 26.67it/s, loss=4.57, v_num=0]
    Epoch 0:   7%|▋         | 2232/33666 [01:23<19:38, 26.67it/s, loss=4.57, v_num=0]
    Epoch 0:   7%|▋         | 2232/33666 [01:23<19:38, 26.67it/s, loss=4.57, v_num=0]
    Epoch 0:   7%|▋         | 2233/33666 [01:23<19:38, 26.67it/s, loss=4.57, v_num=0]
    Epoch 0:   7%|▋         | 2233/33666 [01:23<19:38, 26.67it/s, loss=4.57, v_num=0]
    Epoch 0:   7%|▋         | 2234/33666 [01:23<19:38, 26.66it/s, loss=4.57, v_num=0]
    Epoch 0:   7%|▋         | 2234/33666 [01:23<19:38, 26.66it/s, loss=4.56, v_num=0]
    Epoch 0:   7%|▋         | 2235/33666 [01:23<19:38, 26.66it/s, loss=4.56, v_num=0]
    Epoch 0:   7%|▋         | 2235/33666 [01:23<19:38, 26.66it/s, loss=4.56, v_num=0]
    Epoch 0:   7%|▋         | 2236/33666 [01:23<19:38, 26.66it/s, loss=4.56, v_num=0]
    Epoch 0:   7%|▋         | 2236/33666 [01:23<19:38, 26.66it/s, loss=4.56, v_num=0]
    Epoch 0:   7%|▋         | 2237/33666 [01:23<19:38, 26.66it/s, loss=4.56, v_num=0]
    Epoch 0:   7%|▋         | 2237/33666 [01:23<19:38, 26.66it/s, loss=4.56, v_num=0]
    Epoch 0:   7%|▋         | 2238/33666 [01:23<19:38, 26.66it/s, loss=4.56, v_num=0]
    Epoch 0:   7%|▋         | 2238/33666 [01:23<19:38, 26.66it/s, loss=4.55, v_num=0]
    Epoch 0:   7%|▋         | 2239/33666 [01:23<19:38, 26.66it/s, loss=4.55, v_num=0]
    Epoch 0:   7%|▋         | 2239/33666 [01:23<19:38, 26.66it/s, loss=4.56, v_num=0]
    Epoch 0:   7%|▋         | 2240/33666 [01:24<19:38, 26.66it/s, loss=4.56, v_num=0]
    Epoch 0:   7%|▋         | 2240/33666 [01:24<19:38, 26.66it/s, loss=4.56, v_num=0]
    Epoch 0:   7%|▋         | 2241/33666 [01:24<19:38, 26.66it/s, loss=4.56, v_num=0]
    Epoch 0:   7%|▋         | 2241/33666 [01:24<19:38, 26.66it/s, loss=4.54, v_num=0]
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    Epoch 0:   7%|▋         | 2242/33666 [01:24<19:38, 26.66it/s, loss=4.55, v_num=0]
    Epoch 0:   7%|▋         | 2243/33666 [01:24<19:38, 26.66it/s, loss=4.55, v_num=0]
    Epoch 0:   7%|▋         | 2243/33666 [01:24<19:38, 26.66it/s, loss=4.54, v_num=0]
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    Epoch 0:   7%|▋         | 2244/33666 [01:24<19:38, 26.66it/s, loss=4.53, v_num=0]
    Epoch 0:   7%|▋         | 2245/33666 [01:24<19:38, 26.67it/s, loss=4.53, v_num=0]
    Epoch 0:   7%|▋         | 2245/33666 [01:24<19:38, 26.67it/s, loss=4.52, v_num=0]
    Epoch 0:   7%|▋         | 2246/33666 [01:24<19:38, 26.67it/s, loss=4.52, v_num=0]
    Epoch 0:   7%|▋         | 2246/33666 [01:24<19:38, 26.67it/s, loss=4.54, v_num=0]
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    Epoch 0:   7%|▋         | 2247/33666 [01:24<19:38, 26.67it/s, loss=4.54, v_num=0]
    Epoch 0:   7%|▋         | 2248/33666 [01:24<19:38, 26.67it/s, loss=4.54, v_num=0]
    Epoch 0:   7%|▋         | 2248/33666 [01:24<19:38, 26.67it/s, loss=4.54, v_num=0]
    Epoch 0:   7%|▋         | 2249/33666 [01:24<19:37, 26.67it/s, loss=4.54, v_num=0]
    Epoch 0:   7%|▋         | 2249/33666 [01:24<19:37, 26.67it/s, loss=4.55, v_num=0]
    Epoch 0:   7%|▋         | 2250/33666 [01:24<19:37, 26.67it/s, loss=4.55, v_num=0]
    Epoch 0:   7%|▋         | 2250/33666 [01:24<19:37, 26.67it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2251/33666 [01:24<19:37, 26.67it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2251/33666 [01:24<19:37, 26.67it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2252/33666 [01:24<19:37, 26.67it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2252/33666 [01:24<19:37, 26.67it/s, loss=4.57, v_num=0]
    Epoch 0:   7%|▋         | 2253/33666 [01:24<19:37, 26.67it/s, loss=4.57, v_num=0]
    Epoch 0:   7%|▋         | 2253/33666 [01:24<19:37, 26.67it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2254/33666 [01:24<19:37, 26.67it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2254/33666 [01:24<19:37, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2255/33666 [01:24<19:37, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2255/33666 [01:24<19:37, 26.67it/s, loss=4.6, v_num=0] 
    Epoch 0:   7%|▋         | 2256/33666 [01:24<19:37, 26.67it/s, loss=4.6, v_num=0]
    Epoch 0:   7%|▋         | 2256/33666 [01:24<19:37, 26.67it/s, loss=4.6, v_num=0]
    Epoch 0:   7%|▋         | 2257/33666 [01:24<19:37, 26.67it/s, loss=4.6, v_num=0]
    Epoch 0:   7%|▋         | 2257/33666 [01:24<19:37, 26.67it/s, loss=4.6, v_num=0]
    Epoch 0:   7%|▋         | 2258/33666 [01:24<19:37, 26.66it/s, loss=4.6, v_num=0]
    Epoch 0:   7%|▋         | 2258/33666 [01:24<19:37, 26.66it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2259/33666 [01:24<19:37, 26.67it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2259/33666 [01:24<19:37, 26.67it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2260/33666 [01:24<19:37, 26.67it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2260/33666 [01:24<19:37, 26.67it/s, loss=4.62, v_num=0]
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    Epoch 0:   7%|▋         | 2263/33666 [01:24<19:37, 26.67it/s, loss=4.68, v_num=0]
    Epoch 0:   7%|▋         | 2264/33666 [01:24<19:37, 26.67it/s, loss=4.68, v_num=0]
    Epoch 0:   7%|▋         | 2264/33666 [01:24<19:37, 26.67it/s, loss=4.67, v_num=0]
    Epoch 0:   7%|▋         | 2265/33666 [01:24<19:37, 26.67it/s, loss=4.67, v_num=0]
    Epoch 0:   7%|▋         | 2265/33666 [01:24<19:37, 26.67it/s, loss=4.71, v_num=0]
    Epoch 0:   7%|▋         | 2266/33666 [01:24<19:37, 26.67it/s, loss=4.71, v_num=0]
    Epoch 0:   7%|▋         | 2266/33666 [01:24<19:37, 26.67it/s, loss=4.69, v_num=0]
    Epoch 0:   7%|▋         | 2267/33666 [01:25<19:37, 26.67it/s, loss=4.69, v_num=0]
    Epoch 0:   7%|▋         | 2267/33666 [01:25<19:37, 26.67it/s, loss=4.69, v_num=0]
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    Epoch 0:   7%|▋         | 2268/33666 [01:25<19:37, 26.67it/s, loss=4.71, v_num=0]
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    Epoch 0:   7%|▋         | 2269/33666 [01:25<19:37, 26.66it/s, loss=4.7, v_num=0] 
    Epoch 0:   7%|▋         | 2270/33666 [01:25<19:37, 26.67it/s, loss=4.7, v_num=0]
    Epoch 0:   7%|▋         | 2270/33666 [01:25<19:37, 26.67it/s, loss=4.69, v_num=0]
    Epoch 0:   7%|▋         | 2271/33666 [01:25<19:37, 26.67it/s, loss=4.69, v_num=0]
    Epoch 0:   7%|▋         | 2271/33666 [01:25<19:37, 26.67it/s, loss=4.67, v_num=0]
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    Epoch 0:   7%|▋         | 2272/33666 [01:25<19:37, 26.67it/s, loss=4.68, v_num=0]
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    Epoch 0:   7%|▋         | 2274/33666 [01:25<19:37, 26.66it/s, loss=4.65, v_num=0]
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    Epoch 0:   7%|▋         | 2276/33666 [01:25<19:37, 26.66it/s, loss=4.68, v_num=0]
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    Epoch 0:   7%|▋         | 2277/33666 [01:25<19:37, 26.66it/s, loss=4.69, v_num=0]
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    Epoch 0:   7%|▋         | 2278/33666 [01:25<19:37, 26.66it/s, loss=4.7, v_num=0] 
    Epoch 0:   7%|▋         | 2279/33666 [01:25<19:37, 26.66it/s, loss=4.7, v_num=0]
    Epoch 0:   7%|▋         | 2279/33666 [01:25<19:37, 26.66it/s, loss=4.7, v_num=0]
    Epoch 0:   7%|▋         | 2280/33666 [01:25<19:37, 26.66it/s, loss=4.7, v_num=0]
    Epoch 0:   7%|▋         | 2280/33666 [01:25<19:37, 26.66it/s, loss=4.68, v_num=0]
    Epoch 0:   7%|▋         | 2281/33666 [01:25<19:37, 26.66it/s, loss=4.68, v_num=0]
    Epoch 0:   7%|▋         | 2281/33666 [01:25<19:37, 26.66it/s, loss=4.66, v_num=0]
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    Epoch 0:   7%|▋         | 2282/33666 [01:25<19:37, 26.66it/s, loss=4.66, v_num=0]
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    Epoch 0:   7%|▋         | 2283/33666 [01:25<19:37, 26.66it/s, loss=4.66, v_num=0]
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    Epoch 0:   7%|▋         | 2284/33666 [01:25<19:37, 26.66it/s, loss=4.65, v_num=0]
    Epoch 0:   7%|▋         | 2285/33666 [01:25<19:36, 26.66it/s, loss=4.65, v_num=0]
    Epoch 0:   7%|▋         | 2285/33666 [01:25<19:36, 26.66it/s, loss=4.63, v_num=0]
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    Epoch 0:   7%|▋         | 2286/33666 [01:25<19:36, 26.66it/s, loss=4.64, v_num=0]
    Epoch 0:   7%|▋         | 2287/33666 [01:25<19:36, 26.66it/s, loss=4.64, v_num=0]
    Epoch 0:   7%|▋         | 2287/33666 [01:25<19:36, 26.66it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2288/33666 [01:25<19:36, 26.66it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2288/33666 [01:25<19:36, 26.66it/s, loss=4.62, v_num=0]
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    Epoch 0:   7%|▋         | 2289/33666 [01:25<19:36, 26.66it/s, loss=4.62, v_num=0]
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    Epoch 0:   7%|▋         | 2290/33666 [01:25<19:36, 26.66it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2291/33666 [01:25<19:36, 26.66it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2291/33666 [01:25<19:36, 26.66it/s, loss=4.64, v_num=0]
    Epoch 0:   7%|▋         | 2292/33666 [01:25<19:36, 26.66it/s, loss=4.64, v_num=0]
    Epoch 0:   7%|▋         | 2292/33666 [01:25<19:36, 26.66it/s, loss=4.64, v_num=0]
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    Epoch 0:   7%|▋         | 2293/33666 [01:26<19:36, 26.66it/s, loss=4.64, v_num=0]
    Epoch 0:   7%|▋         | 2294/33666 [01:26<19:36, 26.66it/s, loss=4.64, v_num=0]
    Epoch 0:   7%|▋         | 2294/33666 [01:26<19:36, 26.66it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2295/33666 [01:26<19:36, 26.66it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2295/33666 [01:26<19:36, 26.66it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2296/33666 [01:26<19:36, 26.66it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2296/33666 [01:26<19:36, 26.66it/s, loss=4.61, v_num=0]
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    Epoch 0:   7%|▋         | 2297/33666 [01:26<19:36, 26.66it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2298/33666 [01:26<19:36, 26.66it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2298/33666 [01:26<19:36, 26.66it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2299/33666 [01:26<19:36, 26.66it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2299/33666 [01:26<19:36, 26.66it/s, loss=4.6, v_num=0] 
    Epoch 0:   7%|▋         | 2300/33666 [01:26<19:36, 26.66it/s, loss=4.6, v_num=0]
    Epoch 0:   7%|▋         | 2300/33666 [01:26<19:36, 26.66it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2301/33666 [01:26<19:36, 26.66it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2301/33666 [01:26<19:36, 26.66it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2302/33666 [01:26<19:36, 26.66it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2302/33666 [01:26<19:36, 26.66it/s, loss=4.6, v_num=0] 
    Epoch 0:   7%|▋         | 2303/33666 [01:26<19:36, 26.66it/s, loss=4.6, v_num=0]
    Epoch 0:   7%|▋         | 2303/33666 [01:26<19:36, 26.66it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2304/33666 [01:26<19:36, 26.66it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2304/33666 [01:26<19:36, 26.66it/s, loss=4.59, v_num=0]
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    Epoch 0:   7%|▋         | 2305/33666 [01:26<19:36, 26.66it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2306/33666 [01:26<19:36, 26.66it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2306/33666 [01:26<19:36, 26.66it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2307/33666 [01:26<19:36, 26.66it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2307/33666 [01:26<19:36, 26.66it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2308/33666 [01:26<19:36, 26.66it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2308/33666 [01:26<19:36, 26.66it/s, loss=4.6, v_num=0] 
    Epoch 0:   7%|▋         | 2309/33666 [01:26<19:36, 26.66it/s, loss=4.6, v_num=0]
    Epoch 0:   7%|▋         | 2309/33666 [01:26<19:36, 26.66it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2310/33666 [01:26<19:36, 26.66it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2310/33666 [01:26<19:36, 26.66it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2311/33666 [01:26<19:36, 26.66it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2311/33666 [01:26<19:36, 26.66it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2312/33666 [01:26<19:36, 26.66it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2312/33666 [01:26<19:36, 26.66it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2313/33666 [01:26<19:36, 26.66it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2313/33666 [01:26<19:36, 26.66it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2314/33666 [01:26<19:36, 26.66it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2314/33666 [01:26<19:36, 26.66it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2315/33666 [01:26<19:35, 26.66it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2315/33666 [01:26<19:35, 26.66it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2316/33666 [01:26<19:35, 26.66it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2316/33666 [01:26<19:35, 26.66it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2317/33666 [01:26<19:35, 26.66it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2317/33666 [01:26<19:35, 26.66it/s, loss=4.66, v_num=0]
    Epoch 0:   7%|▋         | 2318/33666 [01:26<19:35, 26.66it/s, loss=4.66, v_num=0]
    Epoch 0:   7%|▋         | 2318/33666 [01:26<19:35, 26.66it/s, loss=4.65, v_num=0]
    Epoch 0:   7%|▋         | 2319/33666 [01:26<19:35, 26.66it/s, loss=4.65, v_num=0]
    Epoch 0:   7%|▋         | 2319/33666 [01:26<19:35, 26.66it/s, loss=4.65, v_num=0]
    Epoch 0:   7%|▋         | 2320/33666 [01:27<19:35, 26.66it/s, loss=4.65, v_num=0]
    Epoch 0:   7%|▋         | 2320/33666 [01:27<19:35, 26.66it/s, loss=4.66, v_num=0]
    Epoch 0:   7%|▋         | 2321/33666 [01:27<19:35, 26.66it/s, loss=4.66, v_num=0]
    Epoch 0:   7%|▋         | 2321/33666 [01:27<19:35, 26.66it/s, loss=4.64, v_num=0]
    Epoch 0:   7%|▋         | 2322/33666 [01:27<19:35, 26.66it/s, loss=4.64, v_num=0]
    Epoch 0:   7%|▋         | 2322/33666 [01:27<19:35, 26.66it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2323/33666 [01:27<19:35, 26.66it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2323/33666 [01:27<19:35, 26.66it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2324/33666 [01:27<19:35, 26.66it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2324/33666 [01:27<19:35, 26.66it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2325/33666 [01:27<19:35, 26.66it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2325/33666 [01:27<19:35, 26.66it/s, loss=4.65, v_num=0]
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    Epoch 0:   7%|▋         | 2326/33666 [01:27<19:35, 26.66it/s, loss=4.65, v_num=0]
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    Epoch 0:   7%|▋         | 2327/33666 [01:27<19:35, 26.66it/s, loss=4.67, v_num=0]
    Epoch 0:   7%|▋         | 2328/33666 [01:27<19:35, 26.66it/s, loss=4.67, v_num=0]
    Epoch 0:   7%|▋         | 2328/33666 [01:27<19:35, 26.66it/s, loss=4.65, v_num=0]
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    Epoch 0:   7%|▋         | 2329/33666 [01:27<19:35, 26.66it/s, loss=4.65, v_num=0]
    Epoch 0:   7%|▋         | 2330/33666 [01:27<19:35, 26.66it/s, loss=4.65, v_num=0]
    Epoch 0:   7%|▋         | 2330/33666 [01:27<19:35, 26.66it/s, loss=4.63, v_num=0]
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    Epoch 0:   7%|▋         | 2331/33666 [01:27<19:35, 26.66it/s, loss=4.65, v_num=0]
    Epoch 0:   7%|▋         | 2332/33666 [01:27<19:35, 26.66it/s, loss=4.65, v_num=0]
    Epoch 0:   7%|▋         | 2332/33666 [01:27<19:35, 26.66it/s, loss=4.63, v_num=0]
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    Epoch 0:   7%|▋         | 2333/33666 [01:27<19:35, 26.66it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2334/33666 [01:27<19:35, 26.66it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2334/33666 [01:27<19:35, 26.66it/s, loss=4.64, v_num=0]
    Epoch 0:   7%|▋         | 2335/33666 [01:27<19:35, 26.66it/s, loss=4.64, v_num=0]
    Epoch 0:   7%|▋         | 2335/33666 [01:27<19:35, 26.66it/s, loss=4.64, v_num=0]
    Epoch 0:   7%|▋         | 2336/33666 [01:27<19:34, 26.66it/s, loss=4.64, v_num=0]
    Epoch 0:   7%|▋         | 2336/33666 [01:27<19:34, 26.66it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2337/33666 [01:27<19:35, 26.66it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2337/33666 [01:27<19:35, 26.66it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2338/33666 [01:27<19:34, 26.66it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2338/33666 [01:27<19:34, 26.66it/s, loss=4.6, v_num=0] 
    Epoch 0:   7%|▋         | 2339/33666 [01:27<19:34, 26.66it/s, loss=4.6, v_num=0]
    Epoch 0:   7%|▋         | 2339/33666 [01:27<19:34, 26.66it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2340/33666 [01:27<19:34, 26.66it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2340/33666 [01:27<19:34, 26.66it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2341/33666 [01:27<19:34, 26.66it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2341/33666 [01:27<19:34, 26.66it/s, loss=4.62, v_num=0]
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    Epoch 0:   7%|▋         | 2342/33666 [01:27<19:34, 26.66it/s, loss=4.63, v_num=0]
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    Epoch 0:   7%|▋         | 2343/33666 [01:27<19:34, 26.66it/s, loss=4.64, v_num=0]
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    Epoch 0:   7%|▋         | 2344/33666 [01:27<19:34, 26.66it/s, loss=4.65, v_num=0]
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    Epoch 0:   7%|▋         | 2345/33666 [01:27<19:34, 26.66it/s, loss=4.63, v_num=0]
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    Epoch 0:   7%|▋         | 2346/33666 [01:27<19:34, 26.66it/s, loss=4.63, v_num=0]
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    Epoch 0:   7%|▋         | 2347/33666 [01:28<19:34, 26.66it/s, loss=4.61, v_num=0]
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    Epoch 0:   7%|▋         | 2348/33666 [01:28<19:34, 26.67it/s, loss=4.61, v_num=0]
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    Epoch 0:   7%|▋         | 2349/33666 [01:28<19:34, 26.67it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2350/33666 [01:28<19:34, 26.67it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2350/33666 [01:28<19:34, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2351/33666 [01:28<19:34, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2351/33666 [01:28<19:34, 26.67it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2352/33666 [01:28<19:34, 26.67it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2352/33666 [01:28<19:34, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2353/33666 [01:28<19:34, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2353/33666 [01:28<19:34, 26.67it/s, loss=4.65, v_num=0]
    Epoch 0:   7%|▋         | 2354/33666 [01:28<19:34, 26.67it/s, loss=4.65, v_num=0]
    Epoch 0:   7%|▋         | 2354/33666 [01:28<19:34, 26.67it/s, loss=4.63, v_num=0]
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    Epoch 0:   7%|▋         | 2355/33666 [01:28<19:34, 26.67it/s, loss=4.63, v_num=0]
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    Epoch 0:   7%|▋         | 2356/33666 [01:28<19:34, 26.67it/s, loss=4.63, v_num=0]
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    Epoch 0:   7%|▋         | 2357/33666 [01:28<19:34, 26.67it/s, loss=4.64, v_num=0]
    Epoch 0:   7%|▋         | 2358/33666 [01:28<19:34, 26.66it/s, loss=4.64, v_num=0]
    Epoch 0:   7%|▋         | 2358/33666 [01:28<19:34, 26.66it/s, loss=4.64, v_num=0]
    Epoch 0:   7%|▋         | 2359/33666 [01:28<19:34, 26.66it/s, loss=4.64, v_num=0]
    Epoch 0:   7%|▋         | 2359/33666 [01:28<19:34, 26.66it/s, loss=4.64, v_num=0]
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    Epoch 0:   7%|▋         | 2360/33666 [01:28<19:34, 26.66it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2361/33666 [01:28<19:34, 26.66it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2361/33666 [01:28<19:34, 26.66it/s, loss=4.64, v_num=0]
    Epoch 0:   7%|▋         | 2362/33666 [01:28<19:34, 26.66it/s, loss=4.64, v_num=0]
    Epoch 0:   7%|▋         | 2362/33666 [01:28<19:34, 26.66it/s, loss=4.65, v_num=0]
    Epoch 0:   7%|▋         | 2363/33666 [01:28<19:34, 26.66it/s, loss=4.65, v_num=0]
    Epoch 0:   7%|▋         | 2363/33666 [01:28<19:34, 26.66it/s, loss=4.66, v_num=0]
    Epoch 0:   7%|▋         | 2364/33666 [01:28<19:34, 26.66it/s, loss=4.66, v_num=0]
    Epoch 0:   7%|▋         | 2364/33666 [01:28<19:34, 26.66it/s, loss=4.65, v_num=0]
    Epoch 0:   7%|▋         | 2365/33666 [01:28<19:34, 26.66it/s, loss=4.65, v_num=0]
    Epoch 0:   7%|▋         | 2365/33666 [01:28<19:34, 26.66it/s, loss=4.66, v_num=0]
    Epoch 0:   7%|▋         | 2366/33666 [01:28<19:34, 26.65it/s, loss=4.66, v_num=0]
    Epoch 0:   7%|▋         | 2366/33666 [01:28<19:34, 26.65it/s, loss=4.66, v_num=0]
    Epoch 0:   7%|▋         | 2367/33666 [01:28<19:34, 26.65it/s, loss=4.66, v_num=0]
    Epoch 0:   7%|▋         | 2367/33666 [01:28<19:34, 26.65it/s, loss=4.66, v_num=0]
    Epoch 0:   7%|▋         | 2368/33666 [01:28<19:34, 26.65it/s, loss=4.66, v_num=0]
    Epoch 0:   7%|▋         | 2368/33666 [01:28<19:34, 26.65it/s, loss=4.64, v_num=0]
    Epoch 0:   7%|▋         | 2369/33666 [01:28<19:34, 26.65it/s, loss=4.64, v_num=0]
    Epoch 0:   7%|▋         | 2369/33666 [01:28<19:34, 26.65it/s, loss=4.64, v_num=0]
    Epoch 0:   7%|▋         | 2370/33666 [01:28<19:34, 26.65it/s, loss=4.64, v_num=0]
    Epoch 0:   7%|▋         | 2370/33666 [01:28<19:34, 26.65it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2371/33666 [01:28<19:34, 26.65it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2371/33666 [01:28<19:34, 26.65it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2372/33666 [01:29<19:34, 26.65it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2372/33666 [01:29<19:34, 26.65it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2373/33666 [01:29<19:34, 26.65it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2373/33666 [01:29<19:34, 26.65it/s, loss=4.6, v_num=0] 
    Epoch 0:   7%|▋         | 2374/33666 [01:29<19:34, 26.64it/s, loss=4.6, v_num=0]
    Epoch 0:   7%|▋         | 2374/33666 [01:29<19:34, 26.64it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2375/33666 [01:29<19:34, 26.64it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2375/33666 [01:29<19:34, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2376/33666 [01:29<19:34, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2376/33666 [01:29<19:34, 26.64it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2377/33666 [01:29<19:34, 26.64it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2377/33666 [01:29<19:34, 26.64it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2378/33666 [01:29<19:34, 26.64it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2378/33666 [01:29<19:34, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2379/33666 [01:29<19:34, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2379/33666 [01:29<19:34, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2380/33666 [01:29<19:34, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2380/33666 [01:29<19:34, 26.64it/s, loss=4.64, v_num=0]
    Epoch 0:   7%|▋         | 2381/33666 [01:29<19:34, 26.64it/s, loss=4.64, v_num=0]
    Epoch 0:   7%|▋         | 2381/33666 [01:29<19:34, 26.64it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2382/33666 [01:29<19:34, 26.64it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2382/33666 [01:29<19:34, 26.64it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2383/33666 [01:29<19:34, 26.64it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2383/33666 [01:29<19:34, 26.64it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2384/33666 [01:29<19:34, 26.64it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2384/33666 [01:29<19:34, 26.64it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2385/33666 [01:29<19:34, 26.64it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2385/33666 [01:29<19:34, 26.64it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2386/33666 [01:29<19:34, 26.64it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2386/33666 [01:29<19:34, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2387/33666 [01:29<19:33, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2387/33666 [01:29<19:33, 26.64it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2388/33666 [01:29<19:33, 26.65it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2388/33666 [01:29<19:33, 26.64it/s, loss=4.65, v_num=0]
    Epoch 0:   7%|▋         | 2389/33666 [01:29<19:33, 26.64it/s, loss=4.65, v_num=0]
    Epoch 0:   7%|▋         | 2389/33666 [01:29<19:33, 26.64it/s, loss=4.65, v_num=0]
    Epoch 0:   7%|▋         | 2390/33666 [01:29<19:33, 26.65it/s, loss=4.65, v_num=0]
    Epoch 0:   7%|▋         | 2390/33666 [01:29<19:33, 26.65it/s, loss=4.65, v_num=0]
    Epoch 0:   7%|▋         | 2391/33666 [01:29<19:33, 26.65it/s, loss=4.65, v_num=0]
    Epoch 0:   7%|▋         | 2391/33666 [01:29<19:33, 26.65it/s, loss=4.68, v_num=0]
    Epoch 0:   7%|▋         | 2392/33666 [01:29<19:33, 26.65it/s, loss=4.68, v_num=0]
    Epoch 0:   7%|▋         | 2392/33666 [01:29<19:33, 26.65it/s, loss=4.66, v_num=0]
    Epoch 0:   7%|▋         | 2393/33666 [01:29<19:33, 26.65it/s, loss=4.66, v_num=0]
    Epoch 0:   7%|▋         | 2393/33666 [01:29<19:33, 26.65it/s, loss=4.66, v_num=0]
    Epoch 0:   7%|▋         | 2394/33666 [01:29<19:33, 26.65it/s, loss=4.66, v_num=0]
    Epoch 0:   7%|▋         | 2394/33666 [01:29<19:33, 26.65it/s, loss=4.66, v_num=0]
    Epoch 0:   7%|▋         | 2395/33666 [01:29<19:33, 26.65it/s, loss=4.66, v_num=0]
    Epoch 0:   7%|▋         | 2395/33666 [01:29<19:33, 26.65it/s, loss=4.66, v_num=0]
    Epoch 0:   7%|▋         | 2396/33666 [01:29<19:33, 26.65it/s, loss=4.66, v_num=0]
    Epoch 0:   7%|▋         | 2396/33666 [01:29<19:33, 26.65it/s, loss=4.68, v_num=0]
    Epoch 0:   7%|▋         | 2397/33666 [01:29<19:33, 26.65it/s, loss=4.68, v_num=0]
    Epoch 0:   7%|▋         | 2397/33666 [01:29<19:33, 26.65it/s, loss=4.68, v_num=0]
    Epoch 0:   7%|▋         | 2398/33666 [01:29<19:33, 26.65it/s, loss=4.68, v_num=0]
    Epoch 0:   7%|▋         | 2398/33666 [01:29<19:33, 26.65it/s, loss=4.67, v_num=0]
    Epoch 0:   7%|▋         | 2399/33666 [01:30<19:33, 26.65it/s, loss=4.67, v_num=0]
    Epoch 0:   7%|▋         | 2399/33666 [01:30<19:33, 26.65it/s, loss=4.67, v_num=0]
    Epoch 0:   7%|▋         | 2400/33666 [01:30<19:33, 26.65it/s, loss=4.67, v_num=0]
    Epoch 0:   7%|▋         | 2400/33666 [01:30<19:33, 26.65it/s, loss=4.67, v_num=0]
    Epoch 0:   7%|▋         | 2401/33666 [01:30<19:33, 26.65it/s, loss=4.67, v_num=0]
    Epoch 0:   7%|▋         | 2401/33666 [01:30<19:33, 26.65it/s, loss=4.7, v_num=0] 
    Epoch 0:   7%|▋         | 2402/33666 [01:30<19:33, 26.65it/s, loss=4.7, v_num=0]
    Epoch 0:   7%|▋         | 2402/33666 [01:30<19:33, 26.65it/s, loss=4.7, v_num=0]
    Epoch 0:   7%|▋         | 2403/33666 [01:30<19:32, 26.65it/s, loss=4.7, v_num=0]
    Epoch 0:   7%|▋         | 2403/33666 [01:30<19:32, 26.65it/s, loss=4.69, v_num=0]
    Epoch 0:   7%|▋         | 2404/33666 [01:30<19:32, 26.65it/s, loss=4.69, v_num=0]
    Epoch 0:   7%|▋         | 2404/33666 [01:30<19:32, 26.65it/s, loss=4.68, v_num=0]
    Epoch 0:   7%|▋         | 2405/33666 [01:30<19:32, 26.65it/s, loss=4.68, v_num=0]
    Epoch 0:   7%|▋         | 2405/33666 [01:30<19:32, 26.65it/s, loss=4.68, v_num=0]
    Epoch 0:   7%|▋         | 2406/33666 [01:30<19:32, 26.65it/s, loss=4.68, v_num=0]
    Epoch 0:   7%|▋         | 2406/33666 [01:30<19:32, 26.65it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2407/33666 [01:30<19:32, 26.65it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2407/33666 [01:30<19:32, 26.65it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2408/33666 [01:30<19:32, 26.65it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2408/33666 [01:30<19:32, 26.65it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2409/33666 [01:30<19:32, 26.65it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2409/33666 [01:30<19:32, 26.65it/s, loss=4.64, v_num=0]
    Epoch 0:   7%|▋         | 2410/33666 [01:30<19:32, 26.65it/s, loss=4.64, v_num=0]
    Epoch 0:   7%|▋         | 2410/33666 [01:30<19:32, 26.65it/s, loss=4.65, v_num=0]
    Epoch 0:   7%|▋         | 2411/33666 [01:30<19:32, 26.65it/s, loss=4.65, v_num=0]
    Epoch 0:   7%|▋         | 2411/33666 [01:30<19:32, 26.65it/s, loss=4.65, v_num=0]
    Epoch 0:   7%|▋         | 2412/33666 [01:30<19:32, 26.65it/s, loss=4.65, v_num=0]
    Epoch 0:   7%|▋         | 2412/33666 [01:30<19:32, 26.65it/s, loss=4.67, v_num=0]
    Epoch 0:   7%|▋         | 2413/33666 [01:30<19:32, 26.65it/s, loss=4.67, v_num=0]
    Epoch 0:   7%|▋         | 2413/33666 [01:30<19:32, 26.65it/s, loss=4.67, v_num=0]
    Epoch 0:   7%|▋         | 2414/33666 [01:30<19:32, 26.65it/s, loss=4.67, v_num=0]
    Epoch 0:   7%|▋         | 2414/33666 [01:30<19:32, 26.65it/s, loss=4.64, v_num=0]
    Epoch 0:   7%|▋         | 2415/33666 [01:30<19:32, 26.65it/s, loss=4.64, v_num=0]
    Epoch 0:   7%|▋         | 2415/33666 [01:30<19:32, 26.65it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2416/33666 [01:30<19:32, 26.65it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2416/33666 [01:30<19:32, 26.65it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2417/33666 [01:30<19:32, 26.65it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2417/33666 [01:30<19:32, 26.65it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2418/33666 [01:30<19:32, 26.66it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2418/33666 [01:30<19:32, 26.66it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2419/33666 [01:30<19:32, 26.66it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2419/33666 [01:30<19:32, 26.66it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2420/33666 [01:30<19:32, 26.66it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2420/33666 [01:30<19:32, 26.66it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2421/33666 [01:30<19:32, 26.66it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2421/33666 [01:30<19:32, 26.66it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2422/33666 [01:30<19:32, 26.66it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2422/33666 [01:30<19:32, 26.66it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2423/33666 [01:30<19:32, 26.66it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2423/33666 [01:30<19:32, 26.66it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2424/33666 [01:30<19:32, 26.66it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2424/33666 [01:30<19:32, 26.66it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2425/33666 [01:30<19:31, 26.66it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2425/33666 [01:30<19:31, 26.66it/s, loss=4.6, v_num=0] 
    Epoch 0:   7%|▋         | 2426/33666 [01:31<19:31, 26.66it/s, loss=4.6, v_num=0]
    Epoch 0:   7%|▋         | 2426/33666 [01:31<19:31, 26.66it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2427/33666 [01:31<19:31, 26.66it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2427/33666 [01:31<19:31, 26.66it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2428/33666 [01:31<19:31, 26.66it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2428/33666 [01:31<19:31, 26.66it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2429/33666 [01:31<19:31, 26.66it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2429/33666 [01:31<19:31, 26.66it/s, loss=4.56, v_num=0]
    Epoch 0:   7%|▋         | 2430/33666 [01:31<19:31, 26.66it/s, loss=4.56, v_num=0]
    Epoch 0:   7%|▋         | 2430/33666 [01:31<19:31, 26.66it/s, loss=4.55, v_num=0]
    Epoch 0:   7%|▋         | 2431/33666 [01:31<19:31, 26.66it/s, loss=4.55, v_num=0]
    Epoch 0:   7%|▋         | 2431/33666 [01:31<19:31, 26.66it/s, loss=4.53, v_num=0]
    Epoch 0:   7%|▋         | 2432/33666 [01:31<19:31, 26.66it/s, loss=4.53, v_num=0]
    Epoch 0:   7%|▋         | 2432/33666 [01:31<19:31, 26.66it/s, loss=4.51, v_num=0]
    Epoch 0:   7%|▋         | 2433/33666 [01:31<19:31, 26.66it/s, loss=4.51, v_num=0]
    Epoch 0:   7%|▋         | 2433/33666 [01:31<19:31, 26.66it/s, loss=4.52, v_num=0]
    Epoch 0:   7%|▋         | 2434/33666 [01:31<19:31, 26.66it/s, loss=4.52, v_num=0]
    Epoch 0:   7%|▋         | 2434/33666 [01:31<19:31, 26.66it/s, loss=4.54, v_num=0]
    Epoch 0:   7%|▋         | 2435/33666 [01:31<19:31, 26.66it/s, loss=4.54, v_num=0]
    Epoch 0:   7%|▋         | 2435/33666 [01:31<19:31, 26.66it/s, loss=4.56, v_num=0]
    Epoch 0:   7%|▋         | 2436/33666 [01:31<19:31, 26.66it/s, loss=4.56, v_num=0]
    Epoch 0:   7%|▋         | 2436/33666 [01:31<19:31, 26.66it/s, loss=4.55, v_num=0]
    Epoch 0:   7%|▋         | 2437/33666 [01:31<19:31, 26.66it/s, loss=4.55, v_num=0]
    Epoch 0:   7%|▋         | 2437/33666 [01:31<19:31, 26.66it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2438/33666 [01:31<19:31, 26.66it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2438/33666 [01:31<19:31, 26.66it/s, loss=4.57, v_num=0]
    Epoch 0:   7%|▋         | 2439/33666 [01:31<19:31, 26.66it/s, loss=4.57, v_num=0]
    Epoch 0:   7%|▋         | 2439/33666 [01:31<19:31, 26.66it/s, loss=4.57, v_num=0]
    Epoch 0:   7%|▋         | 2440/33666 [01:31<19:31, 26.66it/s, loss=4.57, v_num=0]
    Epoch 0:   7%|▋         | 2440/33666 [01:31<19:31, 26.66it/s, loss=4.55, v_num=0]
    Epoch 0:   7%|▋         | 2441/33666 [01:31<19:31, 26.66it/s, loss=4.55, v_num=0]
    Epoch 0:   7%|▋         | 2441/33666 [01:31<19:31, 26.66it/s, loss=4.55, v_num=0]
    Epoch 0:   7%|▋         | 2442/33666 [01:31<19:30, 26.67it/s, loss=4.55, v_num=0]
    Epoch 0:   7%|▋         | 2442/33666 [01:31<19:30, 26.67it/s, loss=4.54, v_num=0]
    Epoch 0:   7%|▋         | 2443/33666 [01:31<19:30, 26.67it/s, loss=4.54, v_num=0]
    Epoch 0:   7%|▋         | 2443/33666 [01:31<19:30, 26.67it/s, loss=4.57, v_num=0]
    Epoch 0:   7%|▋         | 2444/33666 [01:31<19:30, 26.66it/s, loss=4.57, v_num=0]
    Epoch 0:   7%|▋         | 2444/33666 [01:31<19:30, 26.66it/s, loss=4.55, v_num=0]
    Epoch 0:   7%|▋         | 2445/33666 [01:31<19:30, 26.67it/s, loss=4.55, v_num=0]
    Epoch 0:   7%|▋         | 2445/33666 [01:31<19:30, 26.67it/s, loss=4.57, v_num=0]
    Epoch 0:   7%|▋         | 2446/33666 [01:31<19:30, 26.67it/s, loss=4.57, v_num=0]
    Epoch 0:   7%|▋         | 2446/33666 [01:31<19:30, 26.67it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2447/33666 [01:31<19:30, 26.67it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2447/33666 [01:31<19:30, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2448/33666 [01:31<19:30, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2448/33666 [01:31<19:30, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2449/33666 [01:31<19:30, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2449/33666 [01:31<19:30, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2450/33666 [01:31<19:30, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2450/33666 [01:31<19:30, 26.67it/s, loss=4.66, v_num=0]
    Epoch 0:   7%|▋         | 2451/33666 [01:31<19:30, 26.67it/s, loss=4.66, v_num=0]
    Epoch 0:   7%|▋         | 2451/33666 [01:31<19:30, 26.67it/s, loss=4.67, v_num=0]
    Epoch 0:   7%|▋         | 2452/33666 [01:31<19:30, 26.67it/s, loss=4.67, v_num=0]
    Epoch 0:   7%|▋         | 2452/33666 [01:31<19:30, 26.67it/s, loss=4.7, v_num=0] 
    Epoch 0:   7%|▋         | 2453/33666 [01:31<19:30, 26.67it/s, loss=4.7, v_num=0]
    Epoch 0:   7%|▋         | 2453/33666 [01:31<19:30, 26.67it/s, loss=4.69, v_num=0]
    Epoch 0:   7%|▋         | 2454/33666 [01:32<19:30, 26.67it/s, loss=4.69, v_num=0]
    Epoch 0:   7%|▋         | 2454/33666 [01:32<19:30, 26.67it/s, loss=4.67, v_num=0]
    Epoch 0:   7%|▋         | 2455/33666 [01:32<19:30, 26.67it/s, loss=4.67, v_num=0]
    Epoch 0:   7%|▋         | 2455/33666 [01:32<19:30, 26.67it/s, loss=4.65, v_num=0]
    Epoch 0:   7%|▋         | 2456/33666 [01:32<19:30, 26.67it/s, loss=4.65, v_num=0]
    Epoch 0:   7%|▋         | 2456/33666 [01:32<19:30, 26.67it/s, loss=4.66, v_num=0]
    Epoch 0:   7%|▋         | 2457/33666 [01:32<19:30, 26.67it/s, loss=4.66, v_num=0]
    Epoch 0:   7%|▋         | 2457/33666 [01:32<19:30, 26.67it/s, loss=4.66, v_num=0]
    Epoch 0:   7%|▋         | 2458/33666 [01:32<19:30, 26.67it/s, loss=4.66, v_num=0]
    Epoch 0:   7%|▋         | 2458/33666 [01:32<19:30, 26.67it/s, loss=4.67, v_num=0]
    Epoch 0:   7%|▋         | 2459/33666 [01:32<19:30, 26.67it/s, loss=4.67, v_num=0]
    Epoch 0:   7%|▋         | 2459/33666 [01:32<19:30, 26.67it/s, loss=4.69, v_num=0]
    Epoch 0:   7%|▋         | 2460/33666 [01:32<19:30, 26.67it/s, loss=4.69, v_num=0]
    Epoch 0:   7%|▋         | 2460/33666 [01:32<19:30, 26.67it/s, loss=4.71, v_num=0]
    Epoch 0:   7%|▋         | 2461/33666 [01:32<19:30, 26.67it/s, loss=4.71, v_num=0]
    Epoch 0:   7%|▋         | 2461/33666 [01:32<19:30, 26.67it/s, loss=4.7, v_num=0] 
    Epoch 0:   7%|▋         | 2462/33666 [01:32<19:30, 26.67it/s, loss=4.7, v_num=0]
    Epoch 0:   7%|▋         | 2462/33666 [01:32<19:30, 26.67it/s, loss=4.7, v_num=0]
    Epoch 0:   7%|▋         | 2463/33666 [01:32<19:30, 26.67it/s, loss=4.7, v_num=0]
    Epoch 0:   7%|▋         | 2463/33666 [01:32<19:30, 26.67it/s, loss=4.7, v_num=0]
    Epoch 0:   7%|▋         | 2464/33666 [01:32<19:29, 26.67it/s, loss=4.7, v_num=0]
    Epoch 0:   7%|▋         | 2464/33666 [01:32<19:29, 26.67it/s, loss=4.72, v_num=0]
    Epoch 0:   7%|▋         | 2465/33666 [01:32<19:29, 26.67it/s, loss=4.72, v_num=0]
    Epoch 0:   7%|▋         | 2465/33666 [01:32<19:29, 26.67it/s, loss=4.68, v_num=0]
    Epoch 0:   7%|▋         | 2466/33666 [01:32<19:29, 26.67it/s, loss=4.68, v_num=0]
    Epoch 0:   7%|▋         | 2466/33666 [01:32<19:29, 26.67it/s, loss=4.66, v_num=0]
    Epoch 0:   7%|▋         | 2467/33666 [01:32<19:29, 26.67it/s, loss=4.66, v_num=0]
    Epoch 0:   7%|▋         | 2467/33666 [01:32<19:29, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2468/33666 [01:32<19:29, 26.67it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2468/33666 [01:32<19:29, 26.67it/s, loss=4.65, v_num=0]
    Epoch 0:   7%|▋         | 2469/33666 [01:32<19:29, 26.67it/s, loss=4.65, v_num=0]
    Epoch 0:   7%|▋         | 2469/33666 [01:32<19:29, 26.67it/s, loss=4.64, v_num=0]
    Epoch 0:   7%|▋         | 2470/33666 [01:32<19:29, 26.67it/s, loss=4.64, v_num=0]
    Epoch 0:   7%|▋         | 2470/33666 [01:32<19:29, 26.67it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2471/33666 [01:32<19:29, 26.67it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2471/33666 [01:32<19:29, 26.67it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2472/33666 [01:32<19:29, 26.67it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2472/33666 [01:32<19:29, 26.67it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2473/33666 [01:32<19:29, 26.67it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2473/33666 [01:32<19:29, 26.67it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2474/33666 [01:32<19:29, 26.67it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2474/33666 [01:32<19:29, 26.67it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2475/33666 [01:32<19:29, 26.67it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2475/33666 [01:32<19:29, 26.67it/s, loss=4.6, v_num=0] 
    Epoch 0:   7%|▋         | 2476/33666 [01:32<19:29, 26.67it/s, loss=4.6, v_num=0]
    Epoch 0:   7%|▋         | 2476/33666 [01:32<19:29, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2477/33666 [01:32<19:29, 26.67it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2477/33666 [01:32<19:29, 26.67it/s, loss=4.6, v_num=0] 
    Epoch 0:   7%|▋         | 2478/33666 [01:32<19:29, 26.68it/s, loss=4.6, v_num=0]
    Epoch 0:   7%|▋         | 2478/33666 [01:32<19:29, 26.68it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2479/33666 [01:32<19:29, 26.67it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2479/33666 [01:32<19:29, 26.67it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2480/33666 [01:32<19:29, 26.68it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2480/33666 [01:32<19:29, 26.68it/s, loss=4.57, v_num=0]
    Epoch 0:   7%|▋         | 2481/33666 [01:33<19:29, 26.68it/s, loss=4.57, v_num=0]
    Epoch 0:   7%|▋         | 2481/33666 [01:33<19:29, 26.68it/s, loss=4.57, v_num=0]
    Epoch 0:   7%|▋         | 2482/33666 [01:33<19:28, 26.68it/s, loss=4.57, v_num=0]
    Epoch 0:   7%|▋         | 2482/33666 [01:33<19:28, 26.68it/s, loss=4.6, v_num=0] 
    Epoch 0:   7%|▋         | 2483/33666 [01:33<19:28, 26.68it/s, loss=4.6, v_num=0]
    Epoch 0:   7%|▋         | 2483/33666 [01:33<19:28, 26.68it/s, loss=4.6, v_num=0]
    Epoch 0:   7%|▋         | 2484/33666 [01:33<19:28, 26.68it/s, loss=4.6, v_num=0]
    Epoch 0:   7%|▋         | 2484/33666 [01:33<19:28, 26.68it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2485/33666 [01:33<19:28, 26.68it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2485/33666 [01:33<19:28, 26.68it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2486/33666 [01:33<19:28, 26.68it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2486/33666 [01:33<19:28, 26.68it/s, loss=4.6, v_num=0] 
    Epoch 0:   7%|▋         | 2487/33666 [01:33<19:28, 26.68it/s, loss=4.6, v_num=0]
    Epoch 0:   7%|▋         | 2487/33666 [01:33<19:28, 26.68it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2488/33666 [01:33<19:28, 26.68it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2488/33666 [01:33<19:28, 26.68it/s, loss=4.6, v_num=0] 
    Epoch 0:   7%|▋         | 2489/33666 [01:33<19:28, 26.68it/s, loss=4.6, v_num=0]
    Epoch 0:   7%|▋         | 2489/33666 [01:33<19:28, 26.68it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2490/33666 [01:33<19:28, 26.68it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2490/33666 [01:33<19:28, 26.68it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2491/33666 [01:33<19:28, 26.68it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2491/33666 [01:33<19:28, 26.68it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2492/33666 [01:33<19:28, 26.68it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2492/33666 [01:33<19:28, 26.68it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2493/33666 [01:33<19:28, 26.68it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2493/33666 [01:33<19:28, 26.68it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2494/33666 [01:33<19:28, 26.68it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2494/33666 [01:33<19:28, 26.68it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2495/33666 [01:33<19:28, 26.68it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2495/33666 [01:33<19:28, 26.68it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2496/33666 [01:33<19:28, 26.68it/s, loss=4.63, v_num=0]
    Epoch 0:   7%|▋         | 2496/33666 [01:33<19:28, 26.68it/s, loss=4.6, v_num=0] 
    Epoch 0:   7%|▋         | 2497/33666 [01:33<19:28, 26.68it/s, loss=4.6, v_num=0]
    Epoch 0:   7%|▋         | 2497/33666 [01:33<19:28, 26.68it/s, loss=4.6, v_num=0]
    Epoch 0:   7%|▋         | 2498/33666 [01:33<19:28, 26.68it/s, loss=4.6, v_num=0]
    Epoch 0:   7%|▋         | 2498/33666 [01:33<19:28, 26.68it/s, loss=4.6, v_num=0]
    Epoch 0:   7%|▋         | 2499/33666 [01:33<19:28, 26.68it/s, loss=4.6, v_num=0]
    Epoch 0:   7%|▋         | 2499/33666 [01:33<19:28, 26.68it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2500/33666 [01:33<19:28, 26.68it/s, loss=4.62, v_num=0]
    Epoch 0:   7%|▋         | 2500/33666 [01:33<19:28, 26.68it/s, loss=4.64, v_num=0]
    Epoch 0:   7%|▋         | 2501/33666 [01:33<19:28, 26.68it/s, loss=4.64, v_num=0]
    Epoch 0:   7%|▋         | 2501/33666 [01:33<19:28, 26.68it/s, loss=4.64, v_num=0]
    Epoch 0:   7%|▋         | 2502/33666 [01:33<19:28, 26.68it/s, loss=4.64, v_num=0]
    Epoch 0:   7%|▋         | 2502/33666 [01:33<19:28, 26.68it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2503/33666 [01:33<19:28, 26.68it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2503/33666 [01:33<19:28, 26.68it/s, loss=4.6, v_num=0] 
    Epoch 0:   7%|▋         | 2504/33666 [01:33<19:28, 26.68it/s, loss=4.6, v_num=0]
    Epoch 0:   7%|▋         | 2504/33666 [01:33<19:28, 26.68it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2505/33666 [01:33<19:27, 26.68it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2505/33666 [01:33<19:27, 26.68it/s, loss=4.57, v_num=0]
    Epoch 0:   7%|▋         | 2506/33666 [01:33<19:27, 26.68it/s, loss=4.57, v_num=0]
    Epoch 0:   7%|▋         | 2506/33666 [01:33<19:27, 26.68it/s, loss=4.57, v_num=0]
    Epoch 0:   7%|▋         | 2507/33666 [01:33<19:27, 26.68it/s, loss=4.57, v_num=0]
    Epoch 0:   7%|▋         | 2507/33666 [01:33<19:27, 26.68it/s, loss=4.56, v_num=0]
    Epoch 0:   7%|▋         | 2508/33666 [01:33<19:27, 26.68it/s, loss=4.56, v_num=0]
    Epoch 0:   7%|▋         | 2508/33666 [01:33<19:27, 26.68it/s, loss=4.57, v_num=0]
    Epoch 0:   7%|▋         | 2509/33666 [01:34<19:27, 26.68it/s, loss=4.57, v_num=0]
    Epoch 0:   7%|▋         | 2509/33666 [01:34<19:27, 26.68it/s, loss=4.57, v_num=0]
    Epoch 0:   7%|▋         | 2510/33666 [01:34<19:27, 26.68it/s, loss=4.57, v_num=0]
    Epoch 0:   7%|▋         | 2510/33666 [01:34<19:27, 26.68it/s, loss=4.57, v_num=0]
    Epoch 0:   7%|▋         | 2511/33666 [01:34<19:27, 26.68it/s, loss=4.57, v_num=0]
    Epoch 0:   7%|▋         | 2511/33666 [01:34<19:27, 26.68it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2512/33666 [01:34<19:27, 26.68it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2512/33666 [01:34<19:27, 26.68it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2513/33666 [01:34<19:27, 26.68it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2513/33666 [01:34<19:27, 26.68it/s, loss=4.6, v_num=0] 
    Epoch 0:   7%|▋         | 2514/33666 [01:34<19:27, 26.68it/s, loss=4.6, v_num=0]
    Epoch 0:   7%|▋         | 2514/33666 [01:34<19:27, 26.68it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2515/33666 [01:34<19:27, 26.68it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2515/33666 [01:34<19:27, 26.68it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2516/33666 [01:34<19:27, 26.68it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2516/33666 [01:34<19:27, 26.68it/s, loss=4.57, v_num=0]
    Epoch 0:   7%|▋         | 2517/33666 [01:34<19:27, 26.68it/s, loss=4.57, v_num=0]
    Epoch 0:   7%|▋         | 2517/33666 [01:34<19:27, 26.68it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2518/33666 [01:34<19:27, 26.68it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2518/33666 [01:34<19:27, 26.68it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2519/33666 [01:34<19:27, 26.68it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2519/33666 [01:34<19:27, 26.68it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2520/33666 [01:34<19:27, 26.68it/s, loss=4.59, v_num=0]
    Epoch 0:   7%|▋         | 2520/33666 [01:34<19:27, 26.68it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2521/33666 [01:34<19:27, 26.68it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2521/33666 [01:34<19:27, 26.68it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2522/33666 [01:34<19:27, 26.68it/s, loss=4.58, v_num=0]
    Epoch 0:   7%|▋         | 2522/33666 [01:34<19:27, 26.68it/s, loss=4.6, v_num=0] 
    Epoch 0:   7%|▋         | 2523/33666 [01:34<19:27, 26.68it/s, loss=4.6, v_num=0]
    Epoch 0:   7%|▋         | 2523/33666 [01:34<19:27, 26.68it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2524/33666 [01:34<19:27, 26.68it/s, loss=4.61, v_num=0]
    Epoch 0:   7%|▋         | 2524/33666 [01:34<19:27, 26.68it/s, loss=4.6, v_num=0] 
    Epoch 0:   8%|▊         | 2525/33666 [01:34<19:26, 26.68it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2525/33666 [01:34<19:26, 26.68it/s, loss=4.63, v_num=0]
    Epoch 0:   8%|▊         | 2526/33666 [01:34<19:26, 26.69it/s, loss=4.63, v_num=0]
    Epoch 0:   8%|▊         | 2526/33666 [01:34<19:26, 26.69it/s, loss=4.65, v_num=0]
    Epoch 0:   8%|▊         | 2527/33666 [01:34<19:26, 26.69it/s, loss=4.65, v_num=0]
    Epoch 0:   8%|▊         | 2527/33666 [01:34<19:26, 26.69it/s, loss=4.65, v_num=0]
    Epoch 0:   8%|▊         | 2528/33666 [01:34<19:26, 26.69it/s, loss=4.65, v_num=0]
    Epoch 0:   8%|▊         | 2528/33666 [01:34<19:26, 26.69it/s, loss=4.65, v_num=0]
    Epoch 0:   8%|▊         | 2529/33666 [01:34<19:26, 26.69it/s, loss=4.65, v_num=0]
    Epoch 0:   8%|▊         | 2529/33666 [01:34<19:26, 26.69it/s, loss=4.65, v_num=0]
    Epoch 0:   8%|▊         | 2530/33666 [01:34<19:26, 26.69it/s, loss=4.65, v_num=0]
    Epoch 0:   8%|▊         | 2530/33666 [01:34<19:26, 26.69it/s, loss=4.65, v_num=0]
    Epoch 0:   8%|▊         | 2531/33666 [01:34<19:26, 26.69it/s, loss=4.65, v_num=0]
    Epoch 0:   8%|▊         | 2531/33666 [01:34<19:26, 26.69it/s, loss=4.64, v_num=0]
    Epoch 0:   8%|▊         | 2532/33666 [01:34<19:26, 26.69it/s, loss=4.64, v_num=0]
    Epoch 0:   8%|▊         | 2532/33666 [01:34<19:26, 26.69it/s, loss=4.63, v_num=0]
    Epoch 0:   8%|▊         | 2533/33666 [01:34<19:26, 26.69it/s, loss=4.63, v_num=0]
    Epoch 0:   8%|▊         | 2533/33666 [01:34<19:26, 26.69it/s, loss=4.62, v_num=0]
    Epoch 0:   8%|▊         | 2534/33666 [01:34<19:26, 26.69it/s, loss=4.62, v_num=0]
    Epoch 0:   8%|▊         | 2534/33666 [01:34<19:26, 26.69it/s, loss=4.63, v_num=0]
    Epoch 0:   8%|▊         | 2535/33666 [01:34<19:26, 26.69it/s, loss=4.63, v_num=0]
    Epoch 0:   8%|▊         | 2535/33666 [01:34<19:26, 26.69it/s, loss=4.63, v_num=0]
    Epoch 0:   8%|▊         | 2536/33666 [01:35<19:26, 26.69it/s, loss=4.63, v_num=0]
    Epoch 0:   8%|▊         | 2536/33666 [01:35<19:26, 26.69it/s, loss=4.66, v_num=0]
    Epoch 0:   8%|▊         | 2537/33666 [01:35<19:26, 26.69it/s, loss=4.66, v_num=0]
    Epoch 0:   8%|▊         | 2537/33666 [01:35<19:26, 26.69it/s, loss=4.65, v_num=0]
    Epoch 0:   8%|▊         | 2538/33666 [01:35<19:26, 26.69it/s, loss=4.65, v_num=0]
    Epoch 0:   8%|▊         | 2538/33666 [01:35<19:26, 26.69it/s, loss=4.64, v_num=0]
    Epoch 0:   8%|▊         | 2539/33666 [01:35<19:26, 26.69it/s, loss=4.64, v_num=0]
    Epoch 0:   8%|▊         | 2539/33666 [01:35<19:26, 26.69it/s, loss=4.62, v_num=0]
    Epoch 0:   8%|▊         | 2540/33666 [01:35<19:26, 26.69it/s, loss=4.62, v_num=0]
    Epoch 0:   8%|▊         | 2540/33666 [01:35<19:26, 26.69it/s, loss=4.64, v_num=0]
    Epoch 0:   8%|▊         | 2541/33666 [01:35<19:26, 26.69it/s, loss=4.64, v_num=0]
    Epoch 0:   8%|▊         | 2541/33666 [01:35<19:26, 26.69it/s, loss=4.65, v_num=0]
    Epoch 0:   8%|▊         | 2542/33666 [01:35<19:25, 26.69it/s, loss=4.65, v_num=0]
    Epoch 0:   8%|▊         | 2542/33666 [01:35<19:25, 26.69it/s, loss=4.64, v_num=0]
    Epoch 0:   8%|▊         | 2543/33666 [01:35<19:25, 26.69it/s, loss=4.64, v_num=0]
    Epoch 0:   8%|▊         | 2543/33666 [01:35<19:25, 26.69it/s, loss=4.65, v_num=0]
    Epoch 0:   8%|▊         | 2544/33666 [01:35<19:25, 26.69it/s, loss=4.65, v_num=0]
    Epoch 0:   8%|▊         | 2544/33666 [01:35<19:25, 26.69it/s, loss=4.68, v_num=0]
    Epoch 0:   8%|▊         | 2545/33666 [01:35<19:25, 26.69it/s, loss=4.68, v_num=0]
    Epoch 0:   8%|▊         | 2545/33666 [01:35<19:25, 26.69it/s, loss=4.67, v_num=0]
    Epoch 0:   8%|▊         | 2546/33666 [01:35<19:25, 26.69it/s, loss=4.67, v_num=0]
    Epoch 0:   8%|▊         | 2546/33666 [01:35<19:25, 26.69it/s, loss=4.66, v_num=0]
    Epoch 0:   8%|▊         | 2547/33666 [01:35<19:25, 26.70it/s, loss=4.66, v_num=0]
    Epoch 0:   8%|▊         | 2547/33666 [01:35<19:25, 26.70it/s, loss=4.67, v_num=0]
    Epoch 0:   8%|▊         | 2548/33666 [01:35<19:25, 26.69it/s, loss=4.67, v_num=0]
    Epoch 0:   8%|▊         | 2548/33666 [01:35<19:25, 26.69it/s, loss=4.68, v_num=0]
    Epoch 0:   8%|▊         | 2549/33666 [01:35<19:25, 26.69it/s, loss=4.68, v_num=0]
    Epoch 0:   8%|▊         | 2549/33666 [01:35<19:25, 26.69it/s, loss=4.68, v_num=0]
    Epoch 0:   8%|▊         | 2550/33666 [01:35<19:25, 26.69it/s, loss=4.68, v_num=0]
    Epoch 0:   8%|▊         | 2550/33666 [01:35<19:25, 26.69it/s, loss=4.67, v_num=0]
    Epoch 0:   8%|▊         | 2551/33666 [01:35<19:25, 26.70it/s, loss=4.67, v_num=0]
    Epoch 0:   8%|▊         | 2551/33666 [01:35<19:25, 26.70it/s, loss=4.68, v_num=0]
    Epoch 0:   8%|▊         | 2552/33666 [01:35<19:25, 26.69it/s, loss=4.68, v_num=0]
    Epoch 0:   8%|▊         | 2552/33666 [01:35<19:25, 26.69it/s, loss=4.68, v_num=0]
    Epoch 0:   8%|▊         | 2553/33666 [01:35<19:25, 26.69it/s, loss=4.68, v_num=0]
    Epoch 0:   8%|▊         | 2553/33666 [01:35<19:25, 26.69it/s, loss=4.71, v_num=0]
    Epoch 0:   8%|▊         | 2554/33666 [01:35<19:25, 26.69it/s, loss=4.71, v_num=0]
    Epoch 0:   8%|▊         | 2554/33666 [01:35<19:25, 26.69it/s, loss=4.69, v_num=0]
    Epoch 0:   8%|▊         | 2555/33666 [01:35<19:25, 26.69it/s, loss=4.69, v_num=0]
    Epoch 0:   8%|▊         | 2555/33666 [01:35<19:25, 26.69it/s, loss=4.7, v_num=0] 
    Epoch 0:   8%|▊         | 2556/33666 [01:35<19:25, 26.69it/s, loss=4.7, v_num=0]
    Epoch 0:   8%|▊         | 2556/33666 [01:35<19:25, 26.69it/s, loss=4.7, v_num=0]
    Epoch 0:   8%|▊         | 2557/33666 [01:35<19:25, 26.69it/s, loss=4.7, v_num=0]
    Epoch 0:   8%|▊         | 2557/33666 [01:35<19:25, 26.69it/s, loss=4.7, v_num=0]
    Epoch 0:   8%|▊         | 2558/33666 [01:35<19:25, 26.69it/s, loss=4.7, v_num=0]
    Epoch 0:   8%|▊         | 2558/33666 [01:35<19:25, 26.69it/s, loss=4.7, v_num=0]
    Epoch 0:   8%|▊         | 2559/33666 [01:35<19:25, 26.69it/s, loss=4.7, v_num=0]
    Epoch 0:   8%|▊         | 2559/33666 [01:35<19:25, 26.69it/s, loss=4.71, v_num=0]
    Epoch 0:   8%|▊         | 2560/33666 [01:35<19:25, 26.69it/s, loss=4.71, v_num=0]
    Epoch 0:   8%|▊         | 2560/33666 [01:35<19:25, 26.69it/s, loss=4.7, v_num=0] 
    Epoch 0:   8%|▊         | 2561/33666 [01:35<19:25, 26.70it/s, loss=4.7, v_num=0]
    Epoch 0:   8%|▊         | 2561/33666 [01:35<19:25, 26.70it/s, loss=4.68, v_num=0]
    Epoch 0:   8%|▊         | 2562/33666 [01:35<19:25, 26.70it/s, loss=4.68, v_num=0]
    Epoch 0:   8%|▊         | 2562/33666 [01:35<19:25, 26.70it/s, loss=4.67, v_num=0]
    Epoch 0:   8%|▊         | 2563/33666 [01:36<19:25, 26.70it/s, loss=4.67, v_num=0]
    Epoch 0:   8%|▊         | 2563/33666 [01:36<19:25, 26.70it/s, loss=4.65, v_num=0]
    Epoch 0:   8%|▊         | 2564/33666 [01:36<19:25, 26.70it/s, loss=4.65, v_num=0]
    Epoch 0:   8%|▊         | 2564/33666 [01:36<19:25, 26.70it/s, loss=4.64, v_num=0]
    Epoch 0:   8%|▊         | 2565/33666 [01:36<19:24, 26.70it/s, loss=4.64, v_num=0]
    Epoch 0:   8%|▊         | 2565/33666 [01:36<19:24, 26.70it/s, loss=4.64, v_num=0]
    Epoch 0:   8%|▊         | 2566/33666 [01:36<19:24, 26.70it/s, loss=4.64, v_num=0]
    Epoch 0:   8%|▊         | 2566/33666 [01:36<19:24, 26.70it/s, loss=4.63, v_num=0]
    Epoch 0:   8%|▊         | 2567/33666 [01:36<19:24, 26.70it/s, loss=4.63, v_num=0]
    Epoch 0:   8%|▊         | 2567/33666 [01:36<19:24, 26.70it/s, loss=4.62, v_num=0]
    Epoch 0:   8%|▊         | 2568/33666 [01:36<19:24, 26.70it/s, loss=4.62, v_num=0]
    Epoch 0:   8%|▊         | 2568/33666 [01:36<19:24, 26.70it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2569/33666 [01:36<19:24, 26.70it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2569/33666 [01:36<19:24, 26.70it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2570/33666 [01:36<19:24, 26.70it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2570/33666 [01:36<19:24, 26.70it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2571/33666 [01:36<19:24, 26.70it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2571/33666 [01:36<19:24, 26.70it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2572/33666 [01:36<19:24, 26.70it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2572/33666 [01:36<19:24, 26.70it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2573/33666 [01:36<19:24, 26.70it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2573/33666 [01:36<19:24, 26.70it/s, loss=4.6, v_num=0] 
    Epoch 0:   8%|▊         | 2574/33666 [01:36<19:24, 26.70it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2574/33666 [01:36<19:24, 26.70it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2575/33666 [01:36<19:24, 26.70it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2575/33666 [01:36<19:24, 26.70it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2576/33666 [01:36<19:24, 26.70it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2576/33666 [01:36<19:24, 26.70it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2577/33666 [01:36<19:24, 26.70it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2577/33666 [01:36<19:24, 26.70it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2578/33666 [01:36<19:24, 26.70it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2578/33666 [01:36<19:24, 26.70it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2579/33666 [01:36<19:24, 26.70it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2579/33666 [01:36<19:24, 26.70it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2580/33666 [01:36<19:24, 26.70it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2580/33666 [01:36<19:24, 26.70it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2581/33666 [01:36<19:24, 26.70it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2581/33666 [01:36<19:24, 26.70it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2582/33666 [01:36<19:24, 26.70it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2582/33666 [01:36<19:24, 26.70it/s, loss=4.6, v_num=0] 
    Epoch 0:   8%|▊         | 2583/33666 [01:36<19:24, 26.70it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2583/33666 [01:36<19:24, 26.70it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2584/33666 [01:36<19:24, 26.70it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2584/33666 [01:36<19:24, 26.70it/s, loss=4.6, v_num=0] 
    Epoch 0:   8%|▊         | 2585/33666 [01:36<19:23, 26.70it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2585/33666 [01:36<19:23, 26.70it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2586/33666 [01:36<19:23, 26.70it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2586/33666 [01:36<19:23, 26.70it/s, loss=4.63, v_num=0]
    Epoch 0:   8%|▊         | 2587/33666 [01:36<19:23, 26.70it/s, loss=4.63, v_num=0]
    Epoch 0:   8%|▊         | 2587/33666 [01:36<19:23, 26.70it/s, loss=4.65, v_num=0]
    Epoch 0:   8%|▊         | 2588/33666 [01:36<19:23, 26.70it/s, loss=4.65, v_num=0]
    Epoch 0:   8%|▊         | 2588/33666 [01:36<19:23, 26.70it/s, loss=4.66, v_num=0]
    Epoch 0:   8%|▊         | 2589/33666 [01:36<19:23, 26.70it/s, loss=4.66, v_num=0]
    Epoch 0:   8%|▊         | 2589/33666 [01:36<19:23, 26.70it/s, loss=4.68, v_num=0]
    Epoch 0:   8%|▊         | 2590/33666 [01:36<19:23, 26.71it/s, loss=4.68, v_num=0]
    Epoch 0:   8%|▊         | 2590/33666 [01:36<19:23, 26.70it/s, loss=4.66, v_num=0]
    Epoch 0:   8%|▊         | 2591/33666 [01:37<19:23, 26.71it/s, loss=4.66, v_num=0]
    Epoch 0:   8%|▊         | 2591/33666 [01:37<19:23, 26.71it/s, loss=4.64, v_num=0]
    Epoch 0:   8%|▊         | 2592/33666 [01:37<19:23, 26.71it/s, loss=4.64, v_num=0]
    Epoch 0:   8%|▊         | 2592/33666 [01:37<19:23, 26.71it/s, loss=4.64, v_num=0]
    Epoch 0:   8%|▊         | 2593/33666 [01:37<19:23, 26.71it/s, loss=4.64, v_num=0]
    Epoch 0:   8%|▊         | 2593/33666 [01:37<19:23, 26.71it/s, loss=4.62, v_num=0]
    Epoch 0:   8%|▊         | 2594/33666 [01:37<19:23, 26.71it/s, loss=4.62, v_num=0]
    Epoch 0:   8%|▊         | 2594/33666 [01:37<19:23, 26.71it/s, loss=4.62, v_num=0]
    Epoch 0:   8%|▊         | 2595/33666 [01:37<19:23, 26.71it/s, loss=4.62, v_num=0]
    Epoch 0:   8%|▊         | 2595/33666 [01:37<19:23, 26.70it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2596/33666 [01:37<19:23, 26.71it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2596/33666 [01:37<19:23, 26.71it/s, loss=4.6, v_num=0] 
    Epoch 0:   8%|▊         | 2597/33666 [01:37<19:23, 26.70it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2597/33666 [01:37<19:23, 26.70it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2598/33666 [01:37<19:23, 26.71it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2598/33666 [01:37<19:23, 26.71it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2599/33666 [01:37<19:23, 26.71it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2599/33666 [01:37<19:23, 26.71it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2600/33666 [01:37<19:23, 26.71it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2600/33666 [01:37<19:23, 26.71it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2601/33666 [01:37<19:23, 26.71it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2601/33666 [01:37<19:23, 26.71it/s, loss=4.6, v_num=0] 
    Epoch 0:   8%|▊         | 2602/33666 [01:37<19:23, 26.71it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2602/33666 [01:37<19:23, 26.71it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2603/33666 [01:37<19:23, 26.71it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2603/33666 [01:37<19:23, 26.71it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2604/33666 [01:37<19:23, 26.71it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2604/33666 [01:37<19:23, 26.71it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2605/33666 [01:37<19:23, 26.71it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2605/33666 [01:37<19:23, 26.71it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2606/33666 [01:37<19:22, 26.71it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2606/33666 [01:37<19:22, 26.71it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2607/33666 [01:37<19:22, 26.71it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2607/33666 [01:37<19:22, 26.71it/s, loss=4.6, v_num=0] 
    Epoch 0:   8%|▊         | 2608/33666 [01:37<19:22, 26.71it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2608/33666 [01:37<19:22, 26.71it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2609/33666 [01:37<19:22, 26.71it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2609/33666 [01:37<19:22, 26.71it/s, loss=4.57, v_num=0]
    Epoch 0:   8%|▊         | 2610/33666 [01:37<19:22, 26.71it/s, loss=4.57, v_num=0]
    Epoch 0:   8%|▊         | 2610/33666 [01:37<19:22, 26.71it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2611/33666 [01:37<19:22, 26.71it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2611/33666 [01:37<19:22, 26.71it/s, loss=4.6, v_num=0] 
    Epoch 0:   8%|▊         | 2612/33666 [01:37<19:22, 26.71it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2612/33666 [01:37<19:22, 26.71it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2613/33666 [01:37<19:22, 26.71it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2613/33666 [01:37<19:22, 26.71it/s, loss=4.62, v_num=0]
    Epoch 0:   8%|▊         | 2614/33666 [01:37<19:22, 26.71it/s, loss=4.62, v_num=0]
    Epoch 0:   8%|▊         | 2614/33666 [01:37<19:22, 26.71it/s, loss=4.64, v_num=0]
    Epoch 0:   8%|▊         | 2615/33666 [01:37<19:22, 26.71it/s, loss=4.64, v_num=0]
    Epoch 0:   8%|▊         | 2615/33666 [01:37<19:22, 26.71it/s, loss=4.65, v_num=0]
    Epoch 0:   8%|▊         | 2616/33666 [01:37<19:22, 26.71it/s, loss=4.65, v_num=0]
    Epoch 0:   8%|▊         | 2616/33666 [01:37<19:22, 26.71it/s, loss=4.68, v_num=0]
    Epoch 0:   8%|▊         | 2617/33666 [01:37<19:22, 26.71it/s, loss=4.68, v_num=0]
    Epoch 0:   8%|▊         | 2617/33666 [01:37<19:22, 26.71it/s, loss=4.7, v_num=0] 
    Epoch 0:   8%|▊         | 2618/33666 [01:38<19:22, 26.71it/s, loss=4.7, v_num=0]
    Epoch 0:   8%|▊         | 2618/33666 [01:38<19:22, 26.71it/s, loss=4.68, v_num=0]
    Epoch 0:   8%|▊         | 2619/33666 [01:38<19:22, 26.71it/s, loss=4.68, v_num=0]
    Epoch 0:   8%|▊         | 2619/33666 [01:38<19:22, 26.71it/s, loss=4.68, v_num=0]
    Epoch 0:   8%|▊         | 2620/33666 [01:38<19:22, 26.71it/s, loss=4.68, v_num=0]
    Epoch 0:   8%|▊         | 2620/33666 [01:38<19:22, 26.71it/s, loss=4.66, v_num=0]
    Epoch 0:   8%|▊         | 2621/33666 [01:38<19:22, 26.71it/s, loss=4.66, v_num=0]
    Epoch 0:   8%|▊         | 2621/33666 [01:38<19:22, 26.71it/s, loss=4.67, v_num=0]
    Epoch 0:   8%|▊         | 2622/33666 [01:38<19:22, 26.71it/s, loss=4.67, v_num=0]
    Epoch 0:   8%|▊         | 2622/33666 [01:38<19:22, 26.71it/s, loss=4.65, v_num=0]
    Epoch 0:   8%|▊         | 2623/33666 [01:38<19:22, 26.71it/s, loss=4.65, v_num=0]
    Epoch 0:   8%|▊         | 2623/33666 [01:38<19:22, 26.71it/s, loss=4.67, v_num=0]
    Epoch 0:   8%|▊         | 2624/33666 [01:38<19:22, 26.71it/s, loss=4.67, v_num=0]
    Epoch 0:   8%|▊         | 2624/33666 [01:38<19:22, 26.71it/s, loss=4.64, v_num=0]
    Epoch 0:   8%|▊         | 2625/33666 [01:38<19:22, 26.71it/s, loss=4.64, v_num=0]
    Epoch 0:   8%|▊         | 2625/33666 [01:38<19:22, 26.71it/s, loss=4.62, v_num=0]
    Epoch 0:   8%|▊         | 2626/33666 [01:38<19:22, 26.71it/s, loss=4.62, v_num=0]
    Epoch 0:   8%|▊         | 2626/33666 [01:38<19:22, 26.71it/s, loss=4.6, v_num=0] 
    Epoch 0:   8%|▊         | 2627/33666 [01:38<19:21, 26.71it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2627/33666 [01:38<19:21, 26.71it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2628/33666 [01:38<19:21, 26.71it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2628/33666 [01:38<19:21, 26.71it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2629/33666 [01:38<19:21, 26.71it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2629/33666 [01:38<19:21, 26.71it/s, loss=4.62, v_num=0]
    Epoch 0:   8%|▊         | 2630/33666 [01:38<19:21, 26.71it/s, loss=4.62, v_num=0]
    Epoch 0:   8%|▊         | 2630/33666 [01:38<19:21, 26.71it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2631/33666 [01:38<19:21, 26.71it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2631/33666 [01:38<19:21, 26.71it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2632/33666 [01:38<19:21, 26.71it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2632/33666 [01:38<19:21, 26.71it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2633/33666 [01:38<19:21, 26.71it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2633/33666 [01:38<19:21, 26.71it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2634/33666 [01:38<19:21, 26.71it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2634/33666 [01:38<19:21, 26.71it/s, loss=4.6, v_num=0] 
    Epoch 0:   8%|▊         | 2635/33666 [01:38<19:21, 26.71it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2635/33666 [01:38<19:21, 26.71it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2636/33666 [01:38<19:21, 26.71it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2636/33666 [01:38<19:21, 26.71it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2637/33666 [01:38<19:21, 26.71it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2637/33666 [01:38<19:21, 26.71it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2638/33666 [01:38<19:21, 26.72it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2638/33666 [01:38<19:21, 26.72it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2639/33666 [01:38<19:21, 26.72it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2639/33666 [01:38<19:21, 26.72it/s, loss=4.57, v_num=0]
    Epoch 0:   8%|▊         | 2640/33666 [01:38<19:21, 26.72it/s, loss=4.57, v_num=0]
    Epoch 0:   8%|▊         | 2640/33666 [01:38<19:21, 26.72it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2641/33666 [01:38<19:21, 26.72it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2641/33666 [01:38<19:21, 26.72it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2642/33666 [01:38<19:21, 26.72it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2642/33666 [01:38<19:21, 26.72it/s, loss=4.6, v_num=0] 
    Epoch 0:   8%|▊         | 2643/33666 [01:38<19:21, 26.72it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2643/33666 [01:38<19:21, 26.72it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2644/33666 [01:38<19:21, 26.72it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2644/33666 [01:38<19:21, 26.72it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2645/33666 [01:38<19:21, 26.72it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2645/33666 [01:38<19:21, 26.72it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2646/33666 [01:39<19:21, 26.72it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2646/33666 [01:39<19:21, 26.72it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2647/33666 [01:39<19:21, 26.71it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2647/33666 [01:39<19:21, 26.71it/s, loss=4.57, v_num=0]
    Epoch 0:   8%|▊         | 2648/33666 [01:39<19:21, 26.71it/s, loss=4.57, v_num=0]
    Epoch 0:   8%|▊         | 2648/33666 [01:39<19:21, 26.71it/s, loss=4.55, v_num=0]
    Epoch 0:   8%|▊         | 2649/33666 [01:39<19:21, 26.71it/s, loss=4.55, v_num=0]
    Epoch 0:   8%|▊         | 2649/33666 [01:39<19:21, 26.71it/s, loss=4.54, v_num=0]
    Epoch 0:   8%|▊         | 2650/33666 [01:39<19:20, 26.71it/s, loss=4.54, v_num=0]
    Epoch 0:   8%|▊         | 2650/33666 [01:39<19:21, 26.71it/s, loss=4.55, v_num=0]
    Epoch 0:   8%|▊         | 2651/33666 [01:39<19:21, 26.71it/s, loss=4.55, v_num=0]
    Epoch 0:   8%|▊         | 2651/33666 [01:39<19:21, 26.71it/s, loss=4.55, v_num=0]
    Epoch 0:   8%|▊         | 2652/33666 [01:39<19:20, 26.71it/s, loss=4.55, v_num=0]
    Epoch 0:   8%|▊         | 2652/33666 [01:39<19:20, 26.71it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2653/33666 [01:39<19:20, 26.72it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2653/33666 [01:39<19:20, 26.71it/s, loss=4.56, v_num=0]
    Epoch 0:   8%|▊         | 2654/33666 [01:39<19:20, 26.72it/s, loss=4.56, v_num=0]
    Epoch 0:   8%|▊         | 2654/33666 [01:39<19:20, 26.72it/s, loss=4.56, v_num=0]
    Epoch 0:   8%|▊         | 2655/33666 [01:39<19:20, 26.72it/s, loss=4.56, v_num=0]
    Epoch 0:   8%|▊         | 2655/33666 [01:39<19:20, 26.72it/s, loss=4.55, v_num=0]
    Epoch 0:   8%|▊         | 2656/33666 [01:39<19:20, 26.72it/s, loss=4.55, v_num=0]
    Epoch 0:   8%|▊         | 2656/33666 [01:39<19:20, 26.72it/s, loss=4.55, v_num=0]
    Epoch 0:   8%|▊         | 2657/33666 [01:39<19:20, 26.71it/s, loss=4.55, v_num=0]
    Epoch 0:   8%|▊         | 2657/33666 [01:39<19:20, 26.71it/s, loss=4.53, v_num=0]
    Epoch 0:   8%|▊         | 2658/33666 [01:39<19:20, 26.72it/s, loss=4.53, v_num=0]
    Epoch 0:   8%|▊         | 2658/33666 [01:39<19:20, 26.72it/s, loss=4.53, v_num=0]
    Epoch 0:   8%|▊         | 2659/33666 [01:39<19:20, 26.71it/s, loss=4.53, v_num=0]
    Epoch 0:   8%|▊         | 2659/33666 [01:39<19:20, 26.71it/s, loss=4.54, v_num=0]
    Epoch 0:   8%|▊         | 2660/33666 [01:39<19:20, 26.72it/s, loss=4.54, v_num=0]
    Epoch 0:   8%|▊         | 2660/33666 [01:39<19:20, 26.72it/s, loss=4.53, v_num=0]
    Epoch 0:   8%|▊         | 2661/33666 [01:39<19:20, 26.72it/s, loss=4.53, v_num=0]
    Epoch 0:   8%|▊         | 2661/33666 [01:39<19:20, 26.72it/s, loss=4.53, v_num=0]
    Epoch 0:   8%|▊         | 2662/33666 [01:39<19:20, 26.72it/s, loss=4.53, v_num=0]
    Epoch 0:   8%|▊         | 2662/33666 [01:39<19:20, 26.72it/s, loss=4.53, v_num=0]
    Epoch 0:   8%|▊         | 2663/33666 [01:39<19:20, 26.72it/s, loss=4.53, v_num=0]
    Epoch 0:   8%|▊         | 2663/33666 [01:39<19:20, 26.72it/s, loss=4.54, v_num=0]
    Epoch 0:   8%|▊         | 2664/33666 [01:39<19:20, 26.72it/s, loss=4.54, v_num=0]
    Epoch 0:   8%|▊         | 2664/33666 [01:39<19:20, 26.72it/s, loss=4.54, v_num=0]
    Epoch 0:   8%|▊         | 2665/33666 [01:39<19:20, 26.72it/s, loss=4.54, v_num=0]
    Epoch 0:   8%|▊         | 2665/33666 [01:39<19:20, 26.72it/s, loss=4.56, v_num=0]
    Epoch 0:   8%|▊         | 2666/33666 [01:39<19:20, 26.72it/s, loss=4.56, v_num=0]
    Epoch 0:   8%|▊         | 2666/33666 [01:39<19:20, 26.71it/s, loss=4.56, v_num=0]
    Epoch 0:   8%|▊         | 2667/33666 [01:39<19:20, 26.72it/s, loss=4.56, v_num=0]
    Epoch 0:   8%|▊         | 2667/33666 [01:39<19:20, 26.72it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2668/33666 [01:39<19:20, 26.72it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2668/33666 [01:39<19:20, 26.72it/s, loss=4.57, v_num=0]
    Epoch 0:   8%|▊         | 2669/33666 [01:39<19:20, 26.72it/s, loss=4.57, v_num=0]
    Epoch 0:   8%|▊         | 2669/33666 [01:39<19:20, 26.72it/s, loss=4.57, v_num=0]
    Epoch 0:   8%|▊         | 2670/33666 [01:39<19:20, 26.72it/s, loss=4.57, v_num=0]
    Epoch 0:   8%|▊         | 2670/33666 [01:39<19:20, 26.72it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2671/33666 [01:39<19:20, 26.72it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2671/33666 [01:39<19:20, 26.72it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2672/33666 [01:40<19:20, 26.72it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2672/33666 [01:40<19:20, 26.72it/s, loss=4.54, v_num=0]
    Epoch 0:   8%|▊         | 2673/33666 [01:40<19:20, 26.71it/s, loss=4.54, v_num=0]
    Epoch 0:   8%|▊         | 2673/33666 [01:40<19:20, 26.71it/s, loss=4.56, v_num=0]
    Epoch 0:   8%|▊         | 2674/33666 [01:40<19:20, 26.71it/s, loss=4.56, v_num=0]
    Epoch 0:   8%|▊         | 2674/33666 [01:40<19:20, 26.71it/s, loss=4.54, v_num=0]
    Epoch 0:   8%|▊         | 2675/33666 [01:40<19:20, 26.71it/s, loss=4.54, v_num=0]
    Epoch 0:   8%|▊         | 2675/33666 [01:40<19:20, 26.71it/s, loss=4.54, v_num=0]
    Epoch 0:   8%|▊         | 2676/33666 [01:40<19:20, 26.71it/s, loss=4.54, v_num=0]
    Epoch 0:   8%|▊         | 2676/33666 [01:40<19:20, 26.71it/s, loss=4.54, v_num=0]
    Epoch 0:   8%|▊         | 2677/33666 [01:40<19:19, 26.71it/s, loss=4.54, v_num=0]
    Epoch 0:   8%|▊         | 2677/33666 [01:40<19:19, 26.71it/s, loss=4.55, v_num=0]
    Epoch 0:   8%|▊         | 2678/33666 [01:40<19:20, 26.71it/s, loss=4.55, v_num=0]
    Epoch 0:   8%|▊         | 2678/33666 [01:40<19:20, 26.71it/s, loss=4.56, v_num=0]
    Epoch 0:   8%|▊         | 2679/33666 [01:40<19:19, 26.71it/s, loss=4.56, v_num=0]
    Epoch 0:   8%|▊         | 2679/33666 [01:40<19:19, 26.71it/s, loss=4.56, v_num=0]
    Epoch 0:   8%|▊         | 2680/33666 [01:40<19:19, 26.71it/s, loss=4.56, v_num=0]
    Epoch 0:   8%|▊         | 2680/33666 [01:40<19:19, 26.71it/s, loss=4.57, v_num=0]
    Epoch 0:   8%|▊         | 2681/33666 [01:40<19:19, 26.71it/s, loss=4.57, v_num=0]
    Epoch 0:   8%|▊         | 2681/33666 [01:40<19:19, 26.71it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2682/33666 [01:40<19:19, 26.71it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2682/33666 [01:40<19:19, 26.71it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2683/33666 [01:40<19:19, 26.71it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2683/33666 [01:40<19:19, 26.71it/s, loss=4.6, v_num=0] 
    Epoch 0:   8%|▊         | 2684/33666 [01:40<19:19, 26.71it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2684/33666 [01:40<19:19, 26.71it/s, loss=4.62, v_num=0]
    Epoch 0:   8%|▊         | 2685/33666 [01:40<19:19, 26.71it/s, loss=4.62, v_num=0]
    Epoch 0:   8%|▊         | 2685/33666 [01:40<19:19, 26.71it/s, loss=4.6, v_num=0] 
    Epoch 0:   8%|▊         | 2686/33666 [01:40<19:19, 26.71it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2686/33666 [01:40<19:19, 26.71it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2687/33666 [01:40<19:19, 26.71it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2687/33666 [01:40<19:19, 26.71it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2688/33666 [01:40<19:19, 26.71it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2688/33666 [01:40<19:19, 26.71it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2689/33666 [01:40<19:19, 26.71it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2689/33666 [01:40<19:19, 26.71it/s, loss=4.6, v_num=0] 
    Epoch 0:   8%|▊         | 2690/33666 [01:40<19:19, 26.71it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2690/33666 [01:40<19:19, 26.71it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2691/33666 [01:40<19:19, 26.71it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2691/33666 [01:40<19:19, 26.71it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2692/33666 [01:40<19:19, 26.71it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2692/33666 [01:40<19:19, 26.71it/s, loss=4.64, v_num=0]
    Epoch 0:   8%|▊         | 2693/33666 [01:40<19:19, 26.71it/s, loss=4.64, v_num=0]
    Epoch 0:   8%|▊         | 2693/33666 [01:40<19:19, 26.71it/s, loss=4.66, v_num=0]
    Epoch 0:   8%|▊         | 2694/33666 [01:40<19:19, 26.71it/s, loss=4.66, v_num=0]
    Epoch 0:   8%|▊         | 2694/33666 [01:40<19:19, 26.71it/s, loss=4.67, v_num=0]
    Epoch 0:   8%|▊         | 2695/33666 [01:40<19:19, 26.71it/s, loss=4.67, v_num=0]
    Epoch 0:   8%|▊         | 2695/33666 [01:40<19:19, 26.71it/s, loss=4.69, v_num=0]
    Epoch 0:   8%|▊         | 2696/33666 [01:40<19:19, 26.71it/s, loss=4.69, v_num=0]
    Epoch 0:   8%|▊         | 2696/33666 [01:40<19:19, 26.71it/s, loss=4.7, v_num=0] 
    Epoch 0:   8%|▊         | 2697/33666 [01:40<19:19, 26.71it/s, loss=4.7, v_num=0]
    Epoch 0:   8%|▊         | 2697/33666 [01:40<19:19, 26.71it/s, loss=4.72, v_num=0]
    Epoch 0:   8%|▊         | 2698/33666 [01:41<19:19, 26.71it/s, loss=4.72, v_num=0]
    Epoch 0:   8%|▊         | 2698/33666 [01:41<19:19, 26.71it/s, loss=4.71, v_num=0]
    Epoch 0:   8%|▊         | 2699/33666 [01:41<19:19, 26.71it/s, loss=4.71, v_num=0]
    Epoch 0:   8%|▊         | 2699/33666 [01:41<19:19, 26.71it/s, loss=4.71, v_num=0]
    Epoch 0:   8%|▊         | 2700/33666 [01:41<19:19, 26.71it/s, loss=4.71, v_num=0]
    Epoch 0:   8%|▊         | 2700/33666 [01:41<19:19, 26.71it/s, loss=4.68, v_num=0]
    Epoch 0:   8%|▊         | 2701/33666 [01:41<19:19, 26.71it/s, loss=4.68, v_num=0]
    Epoch 0:   8%|▊         | 2701/33666 [01:41<19:19, 26.71it/s, loss=4.68, v_num=0]
    Epoch 0:   8%|▊         | 2702/33666 [01:41<19:19, 26.71it/s, loss=4.68, v_num=0]
    Epoch 0:   8%|▊         | 2702/33666 [01:41<19:19, 26.71it/s, loss=4.67, v_num=0]
    Epoch 0:   8%|▊         | 2703/33666 [01:41<19:19, 26.71it/s, loss=4.67, v_num=0]
    Epoch 0:   8%|▊         | 2703/33666 [01:41<19:19, 26.71it/s, loss=4.67, v_num=0]
    Epoch 0:   8%|▊         | 2704/33666 [01:41<19:19, 26.70it/s, loss=4.67, v_num=0]
    Epoch 0:   8%|▊         | 2704/33666 [01:41<19:19, 26.70it/s, loss=4.66, v_num=0]
    Epoch 0:   8%|▊         | 2705/33666 [01:41<19:19, 26.70it/s, loss=4.66, v_num=0]
    Epoch 0:   8%|▊         | 2705/33666 [01:41<19:19, 26.70it/s, loss=4.69, v_num=0]
    Epoch 0:   8%|▊         | 2706/33666 [01:41<19:19, 26.70it/s, loss=4.69, v_num=0]
    Epoch 0:   8%|▊         | 2706/33666 [01:41<19:19, 26.70it/s, loss=4.68, v_num=0]
    Epoch 0:   8%|▊         | 2707/33666 [01:41<19:19, 26.70it/s, loss=4.68, v_num=0]
    Epoch 0:   8%|▊         | 2707/33666 [01:41<19:19, 26.70it/s, loss=4.7, v_num=0] 
    Epoch 0:   8%|▊         | 2708/33666 [01:41<19:19, 26.71it/s, loss=4.7, v_num=0]
    Epoch 0:   8%|▊         | 2708/33666 [01:41<19:19, 26.71it/s, loss=4.75, v_num=0]
    Epoch 0:   8%|▊         | 2709/33666 [01:41<19:19, 26.71it/s, loss=4.75, v_num=0]
    Epoch 0:   8%|▊         | 2709/33666 [01:41<19:19, 26.71it/s, loss=4.74, v_num=0]
    Epoch 0:   8%|▊         | 2710/33666 [01:41<19:19, 26.70it/s, loss=4.74, v_num=0]
    Epoch 0:   8%|▊         | 2710/33666 [01:41<19:19, 26.70it/s, loss=4.74, v_num=0]
    Epoch 0:   8%|▊         | 2711/33666 [01:41<19:19, 26.71it/s, loss=4.74, v_num=0]
    Epoch 0:   8%|▊         | 2711/33666 [01:41<19:19, 26.71it/s, loss=4.74, v_num=0]
    Epoch 0:   8%|▊         | 2712/33666 [01:41<19:19, 26.71it/s, loss=4.74, v_num=0]
    Epoch 0:   8%|▊         | 2712/33666 [01:41<19:19, 26.71it/s, loss=4.71, v_num=0]
    Epoch 0:   8%|▊         | 2713/33666 [01:41<19:19, 26.71it/s, loss=4.71, v_num=0]
    Epoch 0:   8%|▊         | 2713/33666 [01:41<19:19, 26.71it/s, loss=4.68, v_num=0]
    Epoch 0:   8%|▊         | 2714/33666 [01:41<19:18, 26.71it/s, loss=4.68, v_num=0]
    Epoch 0:   8%|▊         | 2714/33666 [01:41<19:18, 26.71it/s, loss=4.7, v_num=0] 
    Epoch 0:   8%|▊         | 2715/33666 [01:41<19:18, 26.71it/s, loss=4.7, v_num=0]
    Epoch 0:   8%|▊         | 2715/33666 [01:41<19:18, 26.71it/s, loss=4.71, v_num=0]
    Epoch 0:   8%|▊         | 2716/33666 [01:41<19:18, 26.71it/s, loss=4.71, v_num=0]
    Epoch 0:   8%|▊         | 2716/33666 [01:41<19:18, 26.71it/s, loss=4.69, v_num=0]
    Epoch 0:   8%|▊         | 2717/33666 [01:41<19:18, 26.71it/s, loss=4.69, v_num=0]
    Epoch 0:   8%|▊         | 2717/33666 [01:41<19:18, 26.71it/s, loss=4.67, v_num=0]
    Epoch 0:   8%|▊         | 2718/33666 [01:41<19:18, 26.71it/s, loss=4.67, v_num=0]
    Epoch 0:   8%|▊         | 2718/33666 [01:41<19:18, 26.71it/s, loss=4.68, v_num=0]
    Epoch 0:   8%|▊         | 2719/33666 [01:41<19:18, 26.71it/s, loss=4.68, v_num=0]
    Epoch 0:   8%|▊         | 2719/33666 [01:41<19:18, 26.71it/s, loss=4.69, v_num=0]
    Epoch 0:   8%|▊         | 2720/33666 [01:41<19:18, 26.71it/s, loss=4.69, v_num=0]
    Epoch 0:   8%|▊         | 2720/33666 [01:41<19:18, 26.71it/s, loss=4.71, v_num=0]
    Epoch 0:   8%|▊         | 2721/33666 [01:41<19:18, 26.71it/s, loss=4.71, v_num=0]
    Epoch 0:   8%|▊         | 2721/33666 [01:41<19:18, 26.71it/s, loss=4.71, v_num=0]
    Epoch 0:   8%|▊         | 2722/33666 [01:41<19:18, 26.71it/s, loss=4.71, v_num=0]
    Epoch 0:   8%|▊         | 2722/33666 [01:41<19:18, 26.71it/s, loss=4.72, v_num=0]
    Epoch 0:   8%|▊         | 2723/33666 [01:41<19:18, 26.70it/s, loss=4.72, v_num=0]
    Epoch 0:   8%|▊         | 2723/33666 [01:41<19:18, 26.70it/s, loss=4.71, v_num=0]
    Epoch 0:   8%|▊         | 2724/33666 [01:42<19:18, 26.71it/s, loss=4.71, v_num=0]
    Epoch 0:   8%|▊         | 2724/33666 [01:42<19:18, 26.71it/s, loss=4.7, v_num=0] 
    Epoch 0:   8%|▊         | 2725/33666 [01:42<19:18, 26.70it/s, loss=4.7, v_num=0]
    Epoch 0:   8%|▊         | 2725/33666 [01:42<19:18, 26.70it/s, loss=4.68, v_num=0]
    Epoch 0:   8%|▊         | 2726/33666 [01:42<19:18, 26.70it/s, loss=4.68, v_num=0]
    Epoch 0:   8%|▊         | 2726/33666 [01:42<19:18, 26.70it/s, loss=4.7, v_num=0] 
    Epoch 0:   8%|▊         | 2727/33666 [01:42<19:18, 26.70it/s, loss=4.7, v_num=0]
    Epoch 0:   8%|▊         | 2727/33666 [01:42<19:18, 26.70it/s, loss=4.68, v_num=0]
    Epoch 0:   8%|▊         | 2728/33666 [01:42<19:18, 26.70it/s, loss=4.68, v_num=0]
    Epoch 0:   8%|▊         | 2728/33666 [01:42<19:18, 26.70it/s, loss=4.65, v_num=0]
    Epoch 0:   8%|▊         | 2729/33666 [01:42<19:18, 26.70it/s, loss=4.65, v_num=0]
    Epoch 0:   8%|▊         | 2729/33666 [01:42<19:18, 26.70it/s, loss=4.63, v_num=0]
    Epoch 0:   8%|▊         | 2730/33666 [01:42<19:18, 26.70it/s, loss=4.63, v_num=0]
    Epoch 0:   8%|▊         | 2730/33666 [01:42<19:18, 26.70it/s, loss=4.62, v_num=0]
    Epoch 0:   8%|▊         | 2731/33666 [01:42<19:18, 26.70it/s, loss=4.62, v_num=0]
    Epoch 0:   8%|▊         | 2731/33666 [01:42<19:18, 26.70it/s, loss=4.62, v_num=0]
    Epoch 0:   8%|▊         | 2732/33666 [01:42<19:18, 26.70it/s, loss=4.62, v_num=0]
    Epoch 0:   8%|▊         | 2732/33666 [01:42<19:18, 26.70it/s, loss=4.62, v_num=0]
    Epoch 0:   8%|▊         | 2733/33666 [01:42<19:18, 26.70it/s, loss=4.62, v_num=0]
    Epoch 0:   8%|▊         | 2733/33666 [01:42<19:18, 26.70it/s, loss=4.62, v_num=0]
    Epoch 0:   8%|▊         | 2734/33666 [01:42<19:18, 26.70it/s, loss=4.62, v_num=0]
    Epoch 0:   8%|▊         | 2734/33666 [01:42<19:18, 26.70it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2735/33666 [01:42<19:18, 26.70it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2735/33666 [01:42<19:18, 26.70it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2736/33666 [01:42<19:18, 26.70it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2736/33666 [01:42<19:18, 26.70it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2737/33666 [01:42<19:18, 26.70it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2737/33666 [01:42<19:18, 26.70it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2738/33666 [01:42<19:18, 26.70it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2738/33666 [01:42<19:18, 26.70it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2739/33666 [01:42<19:18, 26.70it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2739/33666 [01:42<19:18, 26.70it/s, loss=4.6, v_num=0] 
    Epoch 0:   8%|▊         | 2740/33666 [01:42<19:18, 26.71it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2740/33666 [01:42<19:18, 26.71it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2741/33666 [01:42<19:17, 26.71it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2741/33666 [01:42<19:17, 26.71it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2742/33666 [01:42<19:17, 26.71it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2742/33666 [01:42<19:17, 26.71it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2743/33666 [01:42<19:17, 26.71it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2743/33666 [01:42<19:17, 26.70it/s, loss=4.57, v_num=0]
    Epoch 0:   8%|▊         | 2744/33666 [01:42<19:17, 26.71it/s, loss=4.57, v_num=0]
    Epoch 0:   8%|▊         | 2744/33666 [01:42<19:17, 26.71it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2745/33666 [01:42<19:17, 26.70it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2745/33666 [01:42<19:17, 26.70it/s, loss=4.57, v_num=0]
    Epoch 0:   8%|▊         | 2746/33666 [01:42<19:17, 26.70it/s, loss=4.57, v_num=0]
    Epoch 0:   8%|▊         | 2746/33666 [01:42<19:17, 26.70it/s, loss=4.57, v_num=0]
    Epoch 0:   8%|▊         | 2747/33666 [01:42<19:17, 26.70it/s, loss=4.57, v_num=0]
    Epoch 0:   8%|▊         | 2747/33666 [01:42<19:17, 26.70it/s, loss=4.6, v_num=0] 
    Epoch 0:   8%|▊         | 2748/33666 [01:42<19:17, 26.70it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2748/33666 [01:42<19:17, 26.70it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2749/33666 [01:42<19:17, 26.71it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2749/33666 [01:42<19:17, 26.71it/s, loss=4.6, v_num=0] 
    Epoch 0:   8%|▊         | 2750/33666 [01:42<19:17, 26.71it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2750/33666 [01:42<19:17, 26.71it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2751/33666 [01:43<19:17, 26.71it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2751/33666 [01:43<19:17, 26.71it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2752/33666 [01:43<19:17, 26.71it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2752/33666 [01:43<19:17, 26.71it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2753/33666 [01:43<19:17, 26.71it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2753/33666 [01:43<19:17, 26.70it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2754/33666 [01:43<19:17, 26.71it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2754/33666 [01:43<19:17, 26.71it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2755/33666 [01:43<19:17, 26.71it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2755/33666 [01:43<19:17, 26.71it/s, loss=4.6, v_num=0] 
    Epoch 0:   8%|▊         | 2756/33666 [01:43<19:17, 26.71it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2756/33666 [01:43<19:17, 26.71it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2757/33666 [01:43<19:17, 26.71it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2757/33666 [01:43<19:17, 26.71it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2758/33666 [01:43<19:17, 26.71it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2758/33666 [01:43<19:17, 26.71it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2759/33666 [01:43<19:17, 26.71it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2759/33666 [01:43<19:17, 26.71it/s, loss=4.55, v_num=0]
    Epoch 0:   8%|▊         | 2760/33666 [01:43<19:17, 26.71it/s, loss=4.55, v_num=0]
    Epoch 0:   8%|▊         | 2760/33666 [01:43<19:17, 26.71it/s, loss=4.57, v_num=0]
    Epoch 0:   8%|▊         | 2761/33666 [01:43<19:17, 26.71it/s, loss=4.57, v_num=0]
    Epoch 0:   8%|▊         | 2761/33666 [01:43<19:17, 26.71it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2762/33666 [01:43<19:17, 26.71it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2762/33666 [01:43<19:17, 26.71it/s, loss=4.6, v_num=0] 
    Epoch 0:   8%|▊         | 2763/33666 [01:43<19:17, 26.71it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2763/33666 [01:43<19:17, 26.71it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2764/33666 [01:43<19:17, 26.71it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2764/33666 [01:43<19:17, 26.71it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2765/33666 [01:43<19:17, 26.71it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2765/33666 [01:43<19:17, 26.71it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2766/33666 [01:43<19:16, 26.71it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2766/33666 [01:43<19:16, 26.71it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2767/33666 [01:43<19:16, 26.71it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2767/33666 [01:43<19:16, 26.71it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2768/33666 [01:43<19:16, 26.71it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2768/33666 [01:43<19:16, 26.71it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2769/33666 [01:43<19:16, 26.71it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2769/33666 [01:43<19:16, 26.71it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2770/33666 [01:43<19:16, 26.71it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2770/33666 [01:43<19:16, 26.71it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2771/33666 [01:43<19:16, 26.71it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2771/33666 [01:43<19:16, 26.71it/s, loss=4.6, v_num=0] 
    Epoch 0:   8%|▊         | 2772/33666 [01:43<19:16, 26.71it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2772/33666 [01:43<19:16, 26.71it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2773/33666 [01:43<19:16, 26.71it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2773/33666 [01:43<19:16, 26.71it/s, loss=4.6, v_num=0] 
    Epoch 0:   8%|▊         | 2774/33666 [01:43<19:16, 26.71it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2774/33666 [01:43<19:16, 26.71it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2775/33666 [01:43<19:16, 26.71it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2775/33666 [01:43<19:16, 26.71it/s, loss=4.56, v_num=0]
    Epoch 0:   8%|▊         | 2776/33666 [01:43<19:16, 26.71it/s, loss=4.56, v_num=0]
    Epoch 0:   8%|▊         | 2776/33666 [01:43<19:16, 26.71it/s, loss=4.56, v_num=0]
    Epoch 0:   8%|▊         | 2777/33666 [01:43<19:16, 26.71it/s, loss=4.56, v_num=0]
    Epoch 0:   8%|▊         | 2777/33666 [01:43<19:16, 26.71it/s, loss=4.57, v_num=0]
    Epoch 0:   8%|▊         | 2778/33666 [01:44<19:16, 26.71it/s, loss=4.57, v_num=0]
    Epoch 0:   8%|▊         | 2778/33666 [01:44<19:16, 26.71it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2779/33666 [01:44<19:16, 26.71it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2779/33666 [01:44<19:16, 26.71it/s, loss=4.6, v_num=0] 
    Epoch 0:   8%|▊         | 2780/33666 [01:44<19:16, 26.71it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2780/33666 [01:44<19:16, 26.71it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2781/33666 [01:44<19:16, 26.71it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2781/33666 [01:44<19:16, 26.71it/s, loss=4.56, v_num=0]
    Epoch 0:   8%|▊         | 2782/33666 [01:44<19:16, 26.71it/s, loss=4.56, v_num=0]
    Epoch 0:   8%|▊         | 2782/33666 [01:44<19:16, 26.71it/s, loss=4.56, v_num=0]
    Epoch 0:   8%|▊         | 2783/33666 [01:44<19:16, 26.71it/s, loss=4.56, v_num=0]
    Epoch 0:   8%|▊         | 2783/33666 [01:44<19:16, 26.71it/s, loss=4.56, v_num=0]
    Epoch 0:   8%|▊         | 2784/33666 [01:44<19:16, 26.71it/s, loss=4.56, v_num=0]
    Epoch 0:   8%|▊         | 2784/33666 [01:44<19:16, 26.71it/s, loss=4.54, v_num=0]
    Epoch 0:   8%|▊         | 2785/33666 [01:44<19:16, 26.71it/s, loss=4.54, v_num=0]
    Epoch 0:   8%|▊         | 2785/33666 [01:44<19:16, 26.71it/s, loss=4.56, v_num=0]
    Epoch 0:   8%|▊         | 2786/33666 [01:44<19:16, 26.71it/s, loss=4.56, v_num=0]
    Epoch 0:   8%|▊         | 2786/33666 [01:44<19:16, 26.71it/s, loss=4.57, v_num=0]
    Epoch 0:   8%|▊         | 2787/33666 [01:44<19:15, 26.71it/s, loss=4.57, v_num=0]
    Epoch 0:   8%|▊         | 2787/33666 [01:44<19:15, 26.71it/s, loss=4.57, v_num=0]
    Epoch 0:   8%|▊         | 2788/33666 [01:44<19:15, 26.71it/s, loss=4.57, v_num=0]
    Epoch 0:   8%|▊         | 2788/33666 [01:44<19:15, 26.71it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2789/33666 [01:44<19:15, 26.71it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2789/33666 [01:44<19:15, 26.71it/s, loss=4.55, v_num=0]
    Epoch 0:   8%|▊         | 2790/33666 [01:44<19:15, 26.71it/s, loss=4.55, v_num=0]
    Epoch 0:   8%|▊         | 2790/33666 [01:44<19:15, 26.71it/s, loss=4.57, v_num=0]
    Epoch 0:   8%|▊         | 2791/33666 [01:44<19:15, 26.71it/s, loss=4.57, v_num=0]
    Epoch 0:   8%|▊         | 2791/33666 [01:44<19:15, 26.71it/s, loss=4.56, v_num=0]
    Epoch 0:   8%|▊         | 2792/33666 [01:44<19:15, 26.71it/s, loss=4.56, v_num=0]
    Epoch 0:   8%|▊         | 2792/33666 [01:44<19:15, 26.71it/s, loss=4.57, v_num=0]
    Epoch 0:   8%|▊         | 2793/33666 [01:44<19:15, 26.71it/s, loss=4.57, v_num=0]
    Epoch 0:   8%|▊         | 2793/33666 [01:44<19:15, 26.71it/s, loss=4.54, v_num=0]
    Epoch 0:   8%|▊         | 2794/33666 [01:44<19:15, 26.71it/s, loss=4.54, v_num=0]
    Epoch 0:   8%|▊         | 2794/33666 [01:44<19:15, 26.71it/s, loss=4.53, v_num=0]
    Epoch 0:   8%|▊         | 2795/33666 [01:44<19:15, 26.71it/s, loss=4.53, v_num=0]
    Epoch 0:   8%|▊         | 2795/33666 [01:44<19:15, 26.71it/s, loss=4.55, v_num=0]
    Epoch 0:   8%|▊         | 2796/33666 [01:44<19:15, 26.71it/s, loss=4.55, v_num=0]
    Epoch 0:   8%|▊         | 2796/33666 [01:44<19:15, 26.71it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2797/33666 [01:44<19:15, 26.71it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2797/33666 [01:44<19:15, 26.71it/s, loss=4.6, v_num=0] 
    Epoch 0:   8%|▊         | 2798/33666 [01:44<19:15, 26.71it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2798/33666 [01:44<19:15, 26.71it/s, loss=4.57, v_num=0]
    Epoch 0:   8%|▊         | 2799/33666 [01:44<19:15, 26.71it/s, loss=4.57, v_num=0]
    Epoch 0:   8%|▊         | 2799/33666 [01:44<19:15, 26.71it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2800/33666 [01:44<19:15, 26.71it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2800/33666 [01:44<19:15, 26.71it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2801/33666 [01:44<19:15, 26.72it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2801/33666 [01:44<19:15, 26.72it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2802/33666 [01:44<19:15, 26.72it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2802/33666 [01:44<19:15, 26.72it/s, loss=4.56, v_num=0]
    Epoch 0:   8%|▊         | 2803/33666 [01:44<19:15, 26.72it/s, loss=4.56, v_num=0]
    Epoch 0:   8%|▊         | 2803/33666 [01:44<19:15, 26.72it/s, loss=4.55, v_num=0]
    Epoch 0:   8%|▊         | 2804/33666 [01:44<19:15, 26.72it/s, loss=4.55, v_num=0]
    Epoch 0:   8%|▊         | 2804/33666 [01:44<19:15, 26.72it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2805/33666 [01:44<19:15, 26.72it/s, loss=4.58, v_num=0]
    Epoch 0:   8%|▊         | 2805/33666 [01:44<19:15, 26.72it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2806/33666 [01:45<19:15, 26.72it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2806/33666 [01:45<19:15, 26.72it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2807/33666 [01:45<19:15, 26.72it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2807/33666 [01:45<19:15, 26.72it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2808/33666 [01:45<19:14, 26.72it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2808/33666 [01:45<19:14, 26.72it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2809/33666 [01:45<19:14, 26.72it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2809/33666 [01:45<19:14, 26.72it/s, loss=4.62, v_num=0]
    Epoch 0:   8%|▊         | 2810/33666 [01:45<19:14, 26.72it/s, loss=4.62, v_num=0]
    Epoch 0:   8%|▊         | 2810/33666 [01:45<19:14, 26.72it/s, loss=4.6, v_num=0] 
    Epoch 0:   8%|▊         | 2811/33666 [01:45<19:14, 26.72it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2811/33666 [01:45<19:14, 26.72it/s, loss=4.63, v_num=0]
    Epoch 0:   8%|▊         | 2812/33666 [01:45<19:14, 26.72it/s, loss=4.63, v_num=0]
    Epoch 0:   8%|▊         | 2812/33666 [01:45<19:14, 26.72it/s, loss=4.64, v_num=0]
    Epoch 0:   8%|▊         | 2813/33666 [01:45<19:14, 26.72it/s, loss=4.64, v_num=0]
    Epoch 0:   8%|▊         | 2813/33666 [01:45<19:14, 26.72it/s, loss=4.66, v_num=0]
    Epoch 0:   8%|▊         | 2814/33666 [01:45<19:14, 26.72it/s, loss=4.66, v_num=0]
    Epoch 0:   8%|▊         | 2814/33666 [01:45<19:14, 26.72it/s, loss=4.68, v_num=0]
    Epoch 0:   8%|▊         | 2815/33666 [01:45<19:14, 26.72it/s, loss=4.68, v_num=0]
    Epoch 0:   8%|▊         | 2815/33666 [01:45<19:14, 26.72it/s, loss=4.68, v_num=0]
    Epoch 0:   8%|▊         | 2816/33666 [01:45<19:14, 26.72it/s, loss=4.68, v_num=0]
    Epoch 0:   8%|▊         | 2816/33666 [01:45<19:14, 26.72it/s, loss=4.67, v_num=0]
    Epoch 0:   8%|▊         | 2817/33666 [01:45<19:14, 26.72it/s, loss=4.67, v_num=0]
    Epoch 0:   8%|▊         | 2817/33666 [01:45<19:14, 26.72it/s, loss=4.66, v_num=0]
    Epoch 0:   8%|▊         | 2818/33666 [01:45<19:14, 26.72it/s, loss=4.66, v_num=0]
    Epoch 0:   8%|▊         | 2818/33666 [01:45<19:14, 26.72it/s, loss=4.69, v_num=0]
    Epoch 0:   8%|▊         | 2819/33666 [01:45<19:14, 26.72it/s, loss=4.69, v_num=0]
    Epoch 0:   8%|▊         | 2819/33666 [01:45<19:14, 26.72it/s, loss=4.67, v_num=0]
    Epoch 0:   8%|▊         | 2820/33666 [01:45<19:14, 26.72it/s, loss=4.67, v_num=0]
    Epoch 0:   8%|▊         | 2820/33666 [01:45<19:14, 26.72it/s, loss=4.66, v_num=0]
    Epoch 0:   8%|▊         | 2821/33666 [01:45<19:14, 26.72it/s, loss=4.66, v_num=0]
    Epoch 0:   8%|▊         | 2821/33666 [01:45<19:14, 26.72it/s, loss=4.66, v_num=0]
    Epoch 0:   8%|▊         | 2822/33666 [01:45<19:14, 26.72it/s, loss=4.66, v_num=0]
    Epoch 0:   8%|▊         | 2822/33666 [01:45<19:14, 26.72it/s, loss=4.68, v_num=0]
    Epoch 0:   8%|▊         | 2823/33666 [01:45<19:14, 26.72it/s, loss=4.68, v_num=0]
    Epoch 0:   8%|▊         | 2823/33666 [01:45<19:14, 26.72it/s, loss=4.7, v_num=0] 
    Epoch 0:   8%|▊         | 2824/33666 [01:45<19:14, 26.72it/s, loss=4.7, v_num=0]
    Epoch 0:   8%|▊         | 2824/33666 [01:45<19:14, 26.72it/s, loss=4.69, v_num=0]
    Epoch 0:   8%|▊         | 2825/33666 [01:45<19:14, 26.72it/s, loss=4.69, v_num=0]
    Epoch 0:   8%|▊         | 2825/33666 [01:45<19:14, 26.72it/s, loss=4.65, v_num=0]
    Epoch 0:   8%|▊         | 2826/33666 [01:45<19:14, 26.72it/s, loss=4.65, v_num=0]
    Epoch 0:   8%|▊         | 2826/33666 [01:45<19:14, 26.72it/s, loss=4.63, v_num=0]
    Epoch 0:   8%|▊         | 2827/33666 [01:45<19:14, 26.72it/s, loss=4.63, v_num=0]
    Epoch 0:   8%|▊         | 2827/33666 [01:45<19:14, 26.72it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2828/33666 [01:45<19:13, 26.72it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2828/33666 [01:45<19:13, 26.72it/s, loss=4.6, v_num=0] 
    Epoch 0:   8%|▊         | 2829/33666 [01:45<19:13, 26.72it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2829/33666 [01:45<19:13, 26.72it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2830/33666 [01:45<19:13, 26.72it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2830/33666 [01:45<19:13, 26.72it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2831/33666 [01:45<19:13, 26.72it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2831/33666 [01:45<19:13, 26.72it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2832/33666 [01:45<19:13, 26.72it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2832/33666 [01:45<19:13, 26.72it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2833/33666 [01:46<19:13, 26.72it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2833/33666 [01:46<19:13, 26.72it/s, loss=4.62, v_num=0]
    Epoch 0:   8%|▊         | 2834/33666 [01:46<19:13, 26.72it/s, loss=4.62, v_num=0]
    Epoch 0:   8%|▊         | 2834/33666 [01:46<19:13, 26.72it/s, loss=4.62, v_num=0]
    Epoch 0:   8%|▊         | 2835/33666 [01:46<19:13, 26.72it/s, loss=4.62, v_num=0]
    Epoch 0:   8%|▊         | 2835/33666 [01:46<19:13, 26.72it/s, loss=4.63, v_num=0]
    Epoch 0:   8%|▊         | 2836/33666 [01:46<19:13, 26.72it/s, loss=4.63, v_num=0]
    Epoch 0:   8%|▊         | 2836/33666 [01:46<19:13, 26.72it/s, loss=4.63, v_num=0]
    Epoch 0:   8%|▊         | 2837/33666 [01:46<19:13, 26.72it/s, loss=4.63, v_num=0]
    Epoch 0:   8%|▊         | 2837/33666 [01:46<19:13, 26.72it/s, loss=4.62, v_num=0]
    Epoch 0:   8%|▊         | 2838/33666 [01:46<19:13, 26.72it/s, loss=4.62, v_num=0]
    Epoch 0:   8%|▊         | 2838/33666 [01:46<19:13, 26.72it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2839/33666 [01:46<19:13, 26.72it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2839/33666 [01:46<19:13, 26.72it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2840/33666 [01:46<19:13, 26.73it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2840/33666 [01:46<19:13, 26.73it/s, loss=4.62, v_num=0]
    Epoch 0:   8%|▊         | 2841/33666 [01:46<19:13, 26.73it/s, loss=4.62, v_num=0]
    Epoch 0:   8%|▊         | 2841/33666 [01:46<19:13, 26.73it/s, loss=4.62, v_num=0]
    Epoch 0:   8%|▊         | 2842/33666 [01:46<19:13, 26.73it/s, loss=4.62, v_num=0]
    Epoch 0:   8%|▊         | 2842/33666 [01:46<19:13, 26.72it/s, loss=4.63, v_num=0]
    Epoch 0:   8%|▊         | 2843/33666 [01:46<19:13, 26.73it/s, loss=4.63, v_num=0]
    Epoch 0:   8%|▊         | 2843/33666 [01:46<19:13, 26.73it/s, loss=4.63, v_num=0]
    Epoch 0:   8%|▊         | 2844/33666 [01:46<19:13, 26.73it/s, loss=4.63, v_num=0]
    Epoch 0:   8%|▊         | 2844/33666 [01:46<19:13, 26.73it/s, loss=4.6, v_num=0] 
    Epoch 0:   8%|▊         | 2845/33666 [01:46<19:13, 26.73it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2845/33666 [01:46<19:13, 26.73it/s, loss=4.64, v_num=0]
    Epoch 0:   8%|▊         | 2846/33666 [01:46<19:13, 26.73it/s, loss=4.64, v_num=0]
    Epoch 0:   8%|▊         | 2846/33666 [01:46<19:13, 26.73it/s, loss=4.62, v_num=0]
    Epoch 0:   8%|▊         | 2847/33666 [01:46<19:13, 26.73it/s, loss=4.62, v_num=0]
    Epoch 0:   8%|▊         | 2847/33666 [01:46<19:13, 26.73it/s, loss=4.66, v_num=0]
    Epoch 0:   8%|▊         | 2848/33666 [01:46<19:13, 26.73it/s, loss=4.66, v_num=0]
    Epoch 0:   8%|▊         | 2848/33666 [01:46<19:13, 26.73it/s, loss=4.67, v_num=0]
    Epoch 0:   8%|▊         | 2849/33666 [01:46<19:13, 26.73it/s, loss=4.67, v_num=0]
    Epoch 0:   8%|▊         | 2849/33666 [01:46<19:13, 26.73it/s, loss=4.65, v_num=0]
    Epoch 0:   8%|▊         | 2850/33666 [01:46<19:12, 26.73it/s, loss=4.65, v_num=0]
    Epoch 0:   8%|▊         | 2850/33666 [01:46<19:13, 26.73it/s, loss=4.64, v_num=0]
    Epoch 0:   8%|▊         | 2851/33666 [01:46<19:12, 26.73it/s, loss=4.64, v_num=0]
    Epoch 0:   8%|▊         | 2851/33666 [01:46<19:12, 26.73it/s, loss=4.65, v_num=0]
    Epoch 0:   8%|▊         | 2852/33666 [01:46<19:12, 26.73it/s, loss=4.65, v_num=0]
    Epoch 0:   8%|▊         | 2852/33666 [01:46<19:12, 26.73it/s, loss=4.62, v_num=0]
    Epoch 0:   8%|▊         | 2853/33666 [01:46<19:12, 26.73it/s, loss=4.62, v_num=0]
    Epoch 0:   8%|▊         | 2853/33666 [01:46<19:12, 26.73it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2854/33666 [01:46<19:12, 26.73it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2854/33666 [01:46<19:12, 26.73it/s, loss=4.63, v_num=0]
    Epoch 0:   8%|▊         | 2855/33666 [01:46<19:12, 26.73it/s, loss=4.63, v_num=0]
    Epoch 0:   8%|▊         | 2855/33666 [01:46<19:12, 26.73it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2856/33666 [01:46<19:12, 26.73it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2856/33666 [01:46<19:12, 26.73it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2857/33666 [01:46<19:12, 26.73it/s, loss=4.59, v_num=0]
    Epoch 0:   8%|▊         | 2857/33666 [01:46<19:12, 26.73it/s, loss=4.6, v_num=0] 
    Epoch 0:   8%|▊         | 2858/33666 [01:46<19:12, 26.73it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2858/33666 [01:46<19:12, 26.73it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2859/33666 [01:46<19:12, 26.73it/s, loss=4.61, v_num=0]
    Epoch 0:   8%|▊         | 2859/33666 [01:46<19:12, 26.73it/s, loss=4.6, v_num=0] 
    Epoch 0:   8%|▊         | 2860/33666 [01:46<19:12, 26.73it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2860/33666 [01:46<19:12, 26.73it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2861/33666 [01:47<19:12, 26.73it/s, loss=4.6, v_num=0]
    Epoch 0:   8%|▊         | 2861/33666 [01:47<19:12, 26.73it/s, loss=4.58, v_num=0]
    Epoch 0:   9%|▊         | 2862/33666 [01:47<19:12, 26.73it/s, loss=4.58, v_num=0]
    Epoch 0:   9%|▊         | 2862/33666 [01:47<19:12, 26.73it/s, loss=4.58, v_num=0]
    Epoch 0:   9%|▊         | 2863/33666 [01:47<19:12, 26.73it/s, loss=4.58, v_num=0]
    Epoch 0:   9%|▊         | 2863/33666 [01:47<19:12, 26.73it/s, loss=4.58, v_num=0]
    Epoch 0:   9%|▊         | 2864/33666 [01:47<19:12, 26.73it/s, loss=4.58, v_num=0]
    Epoch 0:   9%|▊         | 2864/33666 [01:47<19:12, 26.73it/s, loss=4.6, v_num=0] 
    Epoch 0:   9%|▊         | 2865/33666 [01:47<19:12, 26.73it/s, loss=4.6, v_num=0]
    Epoch 0:   9%|▊         | 2865/33666 [01:47<19:12, 26.73it/s, loss=4.59, v_num=0]
    Epoch 0:   9%|▊         | 2866/33666 [01:47<19:12, 26.73it/s, loss=4.59, v_num=0]
    Epoch 0:   9%|▊         | 2866/33666 [01:47<19:12, 26.73it/s, loss=4.6, v_num=0] 
    Epoch 0:   9%|▊         | 2867/33666 [01:47<19:12, 26.73it/s, loss=4.6, v_num=0]
    Epoch 0:   9%|▊         | 2867/33666 [01:47<19:12, 26.73it/s, loss=4.61, v_num=0]
    Epoch 0:   9%|▊         | 2868/33666 [01:47<19:12, 26.73it/s, loss=4.61, v_num=0]
    Epoch 0:   9%|▊         | 2868/33666 [01:47<19:12, 26.73it/s, loss=4.58, v_num=0]
    Epoch 0:   9%|▊         | 2869/33666 [01:47<19:12, 26.73it/s, loss=4.58, v_num=0]
    Epoch 0:   9%|▊         | 2869/33666 [01:47<19:12, 26.73it/s, loss=4.61, v_num=0]
    Epoch 0:   9%|▊         | 2870/33666 [01:47<19:11, 26.73it/s, loss=4.61, v_num=0]
    Epoch 0:   9%|▊         | 2870/33666 [01:47<19:11, 26.73it/s, loss=4.62, v_num=0]
    Epoch 0:   9%|▊         | 2871/33666 [01:47<19:11, 26.73it/s, loss=4.62, v_num=0]
    Epoch 0:   9%|▊         | 2871/33666 [01:47<19:11, 26.73it/s, loss=4.61, v_num=0]
    Epoch 0:   9%|▊         | 2872/33666 [01:47<19:11, 26.73it/s, loss=4.61, v_num=0]
    Epoch 0:   9%|▊         | 2872/33666 [01:47<19:11, 26.73it/s, loss=4.65, v_num=0]
    Epoch 0:   9%|▊         | 2873/33666 [01:47<19:11, 26.73it/s, loss=4.65, v_num=0]
    Epoch 0:   9%|▊         | 2873/33666 [01:47<19:11, 26.73it/s, loss=4.64, v_num=0]
    Epoch 0:   9%|▊         | 2874/33666 [01:47<19:11, 26.73it/s, loss=4.64, v_num=0]
    Epoch 0:   9%|▊         | 2874/33666 [01:47<19:11, 26.73it/s, loss=4.65, v_num=0]
    Epoch 0:   9%|▊         | 2875/33666 [01:47<19:11, 26.73it/s, loss=4.65, v_num=0]
    Epoch 0:   9%|▊         | 2875/33666 [01:47<19:11, 26.73it/s, loss=4.65, v_num=0]
    Epoch 0:   9%|▊         | 2876/33666 [01:47<19:11, 26.73it/s, loss=4.65, v_num=0]
    Epoch 0:   9%|▊         | 2876/33666 [01:47<19:11, 26.73it/s, loss=4.63, v_num=0]
    Epoch 0:   9%|▊         | 2877/33666 [01:47<19:11, 26.74it/s, loss=4.63, v_num=0]
    Epoch 0:   9%|▊         | 2877/33666 [01:47<19:11, 26.74it/s, loss=4.64, v_num=0]
    Epoch 0:   9%|▊         | 2878/33666 [01:47<19:11, 26.74it/s, loss=4.64, v_num=0]
    Epoch 0:   9%|▊         | 2878/33666 [01:47<19:11, 26.74it/s, loss=4.64, v_num=0]
    Epoch 0:   9%|▊         | 2879/33666 [01:47<19:11, 26.74it/s, loss=4.64, v_num=0]
    Epoch 0:   9%|▊         | 2879/33666 [01:47<19:11, 26.74it/s, loss=4.66, v_num=0]
    Epoch 0:   9%|▊         | 2880/33666 [01:47<19:11, 26.74it/s, loss=4.66, v_num=0]
    Epoch 0:   9%|▊         | 2880/33666 [01:47<19:11, 26.74it/s, loss=4.67, v_num=0]
    Epoch 0:   9%|▊         | 2881/33666 [01:47<19:11, 26.74it/s, loss=4.67, v_num=0]
    Epoch 0:   9%|▊         | 2881/33666 [01:47<19:11, 26.74it/s, loss=4.7, v_num=0] 
    Epoch 0:   9%|▊         | 2882/33666 [01:47<19:11, 26.74it/s, loss=4.7, v_num=0]
    Epoch 0:   9%|▊         | 2882/33666 [01:47<19:11, 26.74it/s, loss=4.7, v_num=0]
    Epoch 0:   9%|▊         | 2883/33666 [01:47<19:11, 26.74it/s, loss=4.7, v_num=0]
    Epoch 0:   9%|▊         | 2883/33666 [01:47<19:11, 26.74it/s, loss=4.67, v_num=0]
    Epoch 0:   9%|▊         | 2884/33666 [01:47<19:11, 26.74it/s, loss=4.67, v_num=0]
    Epoch 0:   9%|▊         | 2884/33666 [01:47<19:11, 26.74it/s, loss=4.67, v_num=0]
    Epoch 0:   9%|▊         | 2885/33666 [01:47<19:11, 26.74it/s, loss=4.67, v_num=0]
    Epoch 0:   9%|▊         | 2885/33666 [01:47<19:11, 26.74it/s, loss=4.64, v_num=0]
    Epoch 0:   9%|▊         | 2886/33666 [01:47<19:11, 26.74it/s, loss=4.64, v_num=0]
    Epoch 0:   9%|▊         | 2886/33666 [01:47<19:11, 26.74it/s, loss=4.64, v_num=0]
    Epoch 0:   9%|▊         | 2887/33666 [01:47<19:11, 26.74it/s, loss=4.64, v_num=0]
    Epoch 0:   9%|▊         | 2887/33666 [01:47<19:11, 26.74it/s, loss=4.62, v_num=0]
    Epoch 0:   9%|▊         | 2888/33666 [01:48<19:11, 26.74it/s, loss=4.62, v_num=0]
    Epoch 0:   9%|▊         | 2888/33666 [01:48<19:11, 26.74it/s, loss=4.63, v_num=0]
    Epoch 0:   9%|▊         | 2889/33666 [01:48<19:10, 26.74it/s, loss=4.63, v_num=0]
    Epoch 0:   9%|▊         | 2889/33666 [01:48<19:10, 26.74it/s, loss=4.63, v_num=0]
    Epoch 0:   9%|▊         | 2890/33666 [01:48<19:10, 26.74it/s, loss=4.63, v_num=0]
    Epoch 0:   9%|▊         | 2890/33666 [01:48<19:10, 26.74it/s, loss=4.64, v_num=0]
    Epoch 0:   9%|▊         | 2891/33666 [01:48<19:10, 26.74it/s, loss=4.64, v_num=0]
    Epoch 0:   9%|▊         | 2891/33666 [01:48<19:10, 26.74it/s, loss=4.65, v_num=0]
    Epoch 0:   9%|▊         | 2892/33666 [01:48<19:10, 26.74it/s, loss=4.65, v_num=0]
    Epoch 0:   9%|▊         | 2892/33666 [01:48<19:10, 26.74it/s, loss=4.64, v_num=0]
    Epoch 0:   9%|▊         | 2893/33666 [01:48<19:10, 26.74it/s, loss=4.64, v_num=0]
    Epoch 0:   9%|▊         | 2893/33666 [01:48<19:10, 26.74it/s, loss=4.64, v_num=0]
    Epoch 0:   9%|▊         | 2894/33666 [01:48<19:10, 26.74it/s, loss=4.64, v_num=0]
    Epoch 0:   9%|▊         | 2894/33666 [01:48<19:10, 26.74it/s, loss=4.62, v_num=0]
    Epoch 0:   9%|▊         | 2895/33666 [01:48<19:10, 26.74it/s, loss=4.62, v_num=0]
    Epoch 0:   9%|▊         | 2895/33666 [01:48<19:10, 26.74it/s, loss=4.62, v_num=0]
    Epoch 0:   9%|▊         | 2896/33666 [01:48<19:10, 26.74it/s, loss=4.62, v_num=0]
    Epoch 0:   9%|▊         | 2896/33666 [01:48<19:10, 26.74it/s, loss=4.63, v_num=0]
    Epoch 0:   9%|▊         | 2897/33666 [01:48<19:10, 26.74it/s, loss=4.63, v_num=0]
    Epoch 0:   9%|▊         | 2897/33666 [01:48<19:10, 26.74it/s, loss=4.59, v_num=0]
    Epoch 0:   9%|▊         | 2898/33666 [01:48<19:10, 26.74it/s, loss=4.59, v_num=0]
    Epoch 0:   9%|▊         | 2898/33666 [01:48<19:10, 26.74it/s, loss=4.57, v_num=0]
    Epoch 0:   9%|▊         | 2899/33666 [01:48<19:10, 26.74it/s, loss=4.57, v_num=0]
    Epoch 0:   9%|▊         | 2899/33666 [01:48<19:10, 26.74it/s, loss=4.57, v_num=0]
    Epoch 0:   9%|▊         | 2900/33666 [01:48<19:10, 26.74it/s, loss=4.57, v_num=0]
    Epoch 0:   9%|▊         | 2900/33666 [01:48<19:10, 26.74it/s, loss=4.57, v_num=0]
    Epoch 0:   9%|▊         | 2901/33666 [01:48<19:10, 26.74it/s, loss=4.57, v_num=0]
    Epoch 0:   9%|▊         | 2901/33666 [01:48<19:10, 26.74it/s, loss=4.54, v_num=0]
    Epoch 0:   9%|▊         | 2902/33666 [01:48<19:10, 26.74it/s, loss=4.54, v_num=0]
    Epoch 0:   9%|▊         | 2902/33666 [01:48<19:10, 26.74it/s, loss=4.53, v_num=0]
    Epoch 0:   9%|▊         | 2903/33666 [01:48<19:10, 26.74it/s, loss=4.53, v_num=0]
    Epoch 0:   9%|▊         | 2903/33666 [01:48<19:10, 26.74it/s, loss=4.54, v_num=0]
    Epoch 0:   9%|▊         | 2904/33666 [01:48<19:10, 26.74it/s, loss=4.54, v_num=0]
    Epoch 0:   9%|▊         | 2904/33666 [01:48<19:10, 26.74it/s, loss=4.53, v_num=0]
    Epoch 0:   9%|▊         | 2905/33666 [01:48<19:10, 26.74it/s, loss=4.53, v_num=0]
    Epoch 0:   9%|▊         | 2905/33666 [01:48<19:10, 26.74it/s, loss=4.54, v_num=0]
    Epoch 0:   9%|▊         | 2906/33666 [01:48<19:10, 26.74it/s, loss=4.54, v_num=0]
    Epoch 0:   9%|▊         | 2906/33666 [01:48<19:10, 26.74it/s, loss=4.55, v_num=0]
    Epoch 0:   9%|▊         | 2907/33666 [01:48<19:10, 26.74it/s, loss=4.55, v_num=0]
    Epoch 0:   9%|▊         | 2907/33666 [01:48<19:10, 26.74it/s, loss=4.56, v_num=0]
    Epoch 0:   9%|▊         | 2908/33666 [01:48<19:10, 26.74it/s, loss=4.56, v_num=0]
    Epoch 0:   9%|▊         | 2908/33666 [01:48<19:10, 26.74it/s, loss=4.56, v_num=0]
    Epoch 0:   9%|▊         | 2909/33666 [01:48<19:10, 26.75it/s, loss=4.56, v_num=0]
    Epoch 0:   9%|▊         | 2909/33666 [01:48<19:10, 26.74it/s, loss=4.51, v_num=0]
    Epoch 0:   9%|▊         | 2910/33666 [01:48<19:09, 26.75it/s, loss=4.51, v_num=0]
    Epoch 0:   9%|▊         | 2910/33666 [01:48<19:09, 26.75it/s, loss=4.49, v_num=0]
    Epoch 0:   9%|▊         | 2911/33666 [01:48<19:09, 26.75it/s, loss=4.49, v_num=0]
    Epoch 0:   9%|▊         | 2911/33666 [01:48<19:09, 26.75it/s, loss=4.47, v_num=0]
    Epoch 0:   9%|▊         | 2912/33666 [01:48<19:09, 26.75it/s, loss=4.47, v_num=0]
    Epoch 0:   9%|▊         | 2912/33666 [01:48<19:09, 26.75it/s, loss=4.5, v_num=0] 
    Epoch 0:   9%|▊         | 2913/33666 [01:48<19:09, 26.75it/s, loss=4.5, v_num=0]
    Epoch 0:   9%|▊         | 2913/33666 [01:48<19:09, 26.75it/s, loss=4.52, v_num=0]
    Epoch 0:   9%|▊         | 2914/33666 [01:48<19:09, 26.75it/s, loss=4.52, v_num=0]
    Epoch 0:   9%|▊         | 2914/33666 [01:48<19:09, 26.75it/s, loss=4.55, v_num=0]
    Epoch 0:   9%|▊         | 2915/33666 [01:48<19:09, 26.75it/s, loss=4.55, v_num=0]
    Epoch 0:   9%|▊         | 2915/33666 [01:48<19:09, 26.75it/s, loss=4.57, v_num=0]
    Epoch 0:   9%|▊         | 2916/33666 [01:49<19:09, 26.75it/s, loss=4.57, v_num=0]
    Epoch 0:   9%|▊         | 2916/33666 [01:49<19:09, 26.75it/s, loss=4.55, v_num=0]
    Epoch 0:   9%|▊         | 2917/33666 [01:49<19:09, 26.75it/s, loss=4.55, v_num=0]
    Epoch 0:   9%|▊         | 2917/33666 [01:49<19:09, 26.75it/s, loss=4.56, v_num=0]
    Epoch 0:   9%|▊         | 2918/33666 [01:49<19:09, 26.75it/s, loss=4.56, v_num=0]
    Epoch 0:   9%|▊         | 2918/33666 [01:49<19:09, 26.75it/s, loss=4.59, v_num=0]
    Epoch 0:   9%|▊         | 2919/33666 [01:49<19:09, 26.75it/s, loss=4.59, v_num=0]
    Epoch 0:   9%|▊         | 2919/33666 [01:49<19:09, 26.75it/s, loss=4.58, v_num=0]
    Epoch 0:   9%|▊         | 2920/33666 [01:49<19:09, 26.75it/s, loss=4.58, v_num=0]
    Epoch 0:   9%|▊         | 2920/33666 [01:49<19:09, 26.75it/s, loss=4.59, v_num=0]
    Epoch 0:   9%|▊         | 2921/33666 [01:49<19:09, 26.75it/s, loss=4.59, v_num=0]
    Epoch 0:   9%|▊         | 2921/33666 [01:49<19:09, 26.75it/s, loss=4.61, v_num=0]
    Epoch 0:   9%|▊         | 2922/33666 [01:49<19:09, 26.75it/s, loss=4.61, v_num=0]
    Epoch 0:   9%|▊         | 2922/33666 [01:49<19:09, 26.75it/s, loss=4.61, v_num=0]
    Epoch 0:   9%|▊         | 2923/33666 [01:49<19:09, 26.75it/s, loss=4.61, v_num=0]
    Epoch 0:   9%|▊         | 2923/33666 [01:49<19:09, 26.75it/s, loss=4.63, v_num=0]
    Epoch 0:   9%|▊         | 2924/33666 [01:49<19:09, 26.75it/s, loss=4.63, v_num=0]
    Epoch 0:   9%|▊         | 2924/33666 [01:49<19:09, 26.75it/s, loss=4.65, v_num=0]
    Epoch 0:   9%|▊         | 2925/33666 [01:49<19:09, 26.75it/s, loss=4.65, v_num=0]
    Epoch 0:   9%|▊         | 2925/33666 [01:49<19:09, 26.75it/s, loss=4.68, v_num=0]
    Epoch 0:   9%|▊         | 2926/33666 [01:49<19:09, 26.75it/s, loss=4.68, v_num=0]
    Epoch 0:   9%|▊         | 2926/33666 [01:49<19:09, 26.75it/s, loss=4.69, v_num=0]
    Epoch 0:   9%|▊         | 2927/33666 [01:49<19:09, 26.75it/s, loss=4.69, v_num=0]
    Epoch 0:   9%|▊         | 2927/33666 [01:49<19:09, 26.75it/s, loss=4.66, v_num=0]
    Epoch 0:   9%|▊         | 2928/33666 [01:49<19:09, 26.75it/s, loss=4.66, v_num=0]
    Epoch 0:   9%|▊         | 2928/33666 [01:49<19:09, 26.75it/s, loss=4.67, v_num=0]
    Epoch 0:   9%|▊         | 2929/33666 [01:49<19:09, 26.75it/s, loss=4.67, v_num=0]
    Epoch 0:   9%|▊         | 2929/33666 [01:49<19:09, 26.75it/s, loss=4.71, v_num=0]
    Epoch 0:   9%|▊         | 2930/33666 [01:49<19:09, 26.75it/s, loss=4.71, v_num=0]
    Epoch 0:   9%|▊         | 2930/33666 [01:49<19:09, 26.75it/s, loss=4.7, v_num=0] 
    Epoch 0:   9%|▊         | 2931/33666 [01:49<19:08, 26.75it/s, loss=4.7, v_num=0]
    Epoch 0:   9%|▊         | 2931/33666 [01:49<19:08, 26.75it/s, loss=4.72, v_num=0]
    Epoch 0:   9%|▊         | 2932/33666 [01:49<19:08, 26.75it/s, loss=4.72, v_num=0]
    Epoch 0:   9%|▊         | 2932/33666 [01:49<19:08, 26.75it/s, loss=4.67, v_num=0]
    Epoch 0:   9%|▊         | 2933/33666 [01:49<19:08, 26.75it/s, loss=4.67, v_num=0]
    Epoch 0:   9%|▊         | 2933/33666 [01:49<19:08, 26.75it/s, loss=4.64, v_num=0]
    Epoch 0:   9%|▊         | 2934/33666 [01:49<19:08, 26.75it/s, loss=4.64, v_num=0]
    Epoch 0:   9%|▊         | 2934/33666 [01:49<19:08, 26.75it/s, loss=4.61, v_num=0]
    Epoch 0:   9%|▊         | 2935/33666 [01:49<19:08, 26.75it/s, loss=4.61, v_num=0]
    Epoch 0:   9%|▊         | 2935/33666 [01:49<19:08, 26.75it/s, loss=4.59, v_num=0]
    Epoch 0:   9%|▊         | 2936/33666 [01:49<19:08, 26.75it/s, loss=4.59, v_num=0]
    Epoch 0:   9%|▊         | 2936/33666 [01:49<19:08, 26.75it/s, loss=4.6, v_num=0] 
    Epoch 0:   9%|▊         | 2937/33666 [01:49<19:08, 26.75it/s, loss=4.6, v_num=0]
    Epoch 0:   9%|▊         | 2937/33666 [01:49<19:08, 26.75it/s, loss=4.61, v_num=0]
    Epoch 0:   9%|▊         | 2938/33666 [01:49<19:08, 26.75it/s, loss=4.61, v_num=0]
    Epoch 0:   9%|▊         | 2938/33666 [01:49<19:08, 26.75it/s, loss=4.6, v_num=0] 
    Epoch 0:   9%|▊         | 2939/33666 [01:49<19:08, 26.75it/s, loss=4.6, v_num=0]
    Epoch 0:   9%|▊         | 2939/33666 [01:49<19:08, 26.75it/s, loss=4.61, v_num=0]
    Epoch 0:   9%|▊         | 2940/33666 [01:49<19:08, 26.75it/s, loss=4.61, v_num=0]
    Epoch 0:   9%|▊         | 2940/33666 [01:49<19:08, 26.75it/s, loss=4.59, v_num=0]
    Epoch 0:   9%|▊         | 2941/33666 [01:49<19:08, 26.75it/s, loss=4.59, v_num=0]
    Epoch 0:   9%|▊         | 2941/33666 [01:49<19:08, 26.75it/s, loss=4.6, v_num=0] 
    Epoch 0:   9%|▊         | 2942/33666 [01:49<19:08, 26.75it/s, loss=4.6, v_num=0]
    Epoch 0:   9%|▊         | 2942/33666 [01:49<19:08, 26.75it/s, loss=4.61, v_num=0]
    Epoch 0:   9%|▊         | 2943/33666 [01:49<19:08, 26.76it/s, loss=4.61, v_num=0]
    Epoch 0:   9%|▊         | 2943/33666 [01:49<19:08, 26.76it/s, loss=4.61, v_num=0]
    Epoch 0:   9%|▊         | 2944/33666 [01:50<19:08, 26.76it/s, loss=4.61, v_num=0]
    Epoch 0:   9%|▊         | 2944/33666 [01:50<19:08, 26.76it/s, loss=4.61, v_num=0]
    Epoch 0:   9%|▊         | 2945/33666 [01:50<19:08, 26.76it/s, loss=4.61, v_num=0]
    Epoch 0:   9%|▊         | 2945/33666 [01:50<19:08, 26.76it/s, loss=4.59, v_num=0]
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    Epoch 0:   9%|▉         | 2951/33666 [01:50<19:07, 26.76it/s, loss=4.66, v_num=0]
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    Epoch 0:   9%|▉         | 2952/33666 [01:50<19:07, 26.76it/s, loss=4.67, v_num=0]
    Epoch 0:   9%|▉         | 2953/33666 [01:50<19:07, 26.76it/s, loss=4.67, v_num=0]
    Epoch 0:   9%|▉         | 2953/33666 [01:50<19:07, 26.76it/s, loss=4.69, v_num=0]
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    Epoch 0:   9%|▉         | 2954/33666 [01:50<19:07, 26.76it/s, loss=4.68, v_num=0]
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    Epoch 0:   9%|▉         | 2955/33666 [01:50<19:07, 26.76it/s, loss=4.69, v_num=0]
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    Epoch 0:   9%|▉         | 2956/33666 [01:50<19:07, 26.76it/s, loss=4.69, v_num=0]
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    Epoch 0:   9%|▉         | 2957/33666 [01:50<19:07, 26.77it/s, loss=4.69, v_num=0]
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    Epoch 0:   9%|▉         | 2958/33666 [01:50<19:07, 26.77it/s, loss=4.68, v_num=0]
    Epoch 0:   9%|▉         | 2959/33666 [01:50<19:07, 26.77it/s, loss=4.68, v_num=0]
    Epoch 0:   9%|▉         | 2959/33666 [01:50<19:07, 26.77it/s, loss=4.67, v_num=0]
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    Epoch 0:   9%|▉         | 2960/33666 [01:50<19:07, 26.77it/s, loss=4.67, v_num=0]
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    Epoch 0:   9%|▉         | 2961/33666 [01:50<19:07, 26.77it/s, loss=4.68, v_num=0]
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    Epoch 0:   9%|▉         | 2962/33666 [01:50<19:07, 26.77it/s, loss=4.67, v_num=0]
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    Epoch 0:   9%|▉         | 2963/33666 [01:50<19:07, 26.77it/s, loss=4.66, v_num=0]
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    Epoch 0:   9%|▉         | 2964/33666 [01:50<19:06, 26.77it/s, loss=4.66, v_num=0]
    Epoch 0:   9%|▉         | 2965/33666 [01:50<19:07, 26.77it/s, loss=4.66, v_num=0]
    Epoch 0:   9%|▉         | 2965/33666 [01:50<19:07, 26.77it/s, loss=4.63, v_num=0]
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    Epoch 0:   9%|▉         | 2967/33666 [01:50<19:06, 26.77it/s, loss=4.6, v_num=0] 
    Epoch 0:   9%|▉         | 2968/33666 [01:50<19:06, 26.77it/s, loss=4.6, v_num=0]
    Epoch 0:   9%|▉         | 2968/33666 [01:50<19:06, 26.77it/s, loss=4.59, v_num=0]
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    Epoch 0:   9%|▉         | 2969/33666 [01:50<19:06, 26.77it/s, loss=4.59, v_num=0]
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    Epoch 0:   9%|▉         | 2970/33666 [01:50<19:06, 26.77it/s, loss=4.56, v_num=0]
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    Epoch 0:   9%|▉         | 2971/33666 [01:50<19:06, 26.77it/s, loss=4.55, v_num=0]
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    Epoch 0:   9%|▉         | 2972/33666 [01:51<19:06, 26.77it/s, loss=4.55, v_num=0]
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    Epoch 0:   9%|▉         | 2973/33666 [01:51<19:06, 26.77it/s, loss=4.55, v_num=0]
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    Epoch 0:   9%|▉         | 2974/33666 [01:51<19:06, 26.77it/s, loss=4.55, v_num=0]
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    Epoch 0:   9%|▉         | 2975/33666 [01:51<19:06, 26.77it/s, loss=4.55, v_num=0]
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    Epoch 0:   9%|▉         | 2977/33666 [01:51<19:06, 26.77it/s, loss=4.55, v_num=0]
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    Epoch 0:   9%|▉         | 2978/33666 [01:51<19:06, 26.77it/s, loss=4.56, v_num=0]
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    Epoch 0:   9%|▉         | 2983/33666 [01:51<19:06, 26.77it/s, loss=4.54, v_num=0]
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    Epoch 0:   9%|▉         | 2985/33666 [01:51<19:06, 26.77it/s, loss=4.56, v_num=0]
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    Epoch 0:   9%|▉         | 2986/33666 [01:51<19:05, 26.77it/s, loss=4.54, v_num=0]
    Epoch 0:   9%|▉         | 2987/33666 [01:51<19:05, 26.77it/s, loss=4.54, v_num=0]
    Epoch 0:   9%|▉         | 2987/33666 [01:51<19:05, 26.77it/s, loss=4.55, v_num=0]
    Epoch 0:   9%|▉         | 2988/33666 [01:51<19:05, 26.77it/s, loss=4.55, v_num=0]
    Epoch 0:   9%|▉         | 2988/33666 [01:51<19:05, 26.77it/s, loss=4.55, v_num=0]
    Epoch 0:   9%|▉         | 2989/33666 [01:51<19:05, 26.77it/s, loss=4.55, v_num=0]
    Epoch 0:   9%|▉         | 2989/33666 [01:51<19:05, 26.77it/s, loss=4.55, v_num=0]
    Epoch 0:   9%|▉         | 2990/33666 [01:51<19:05, 26.77it/s, loss=4.55, v_num=0]
    Epoch 0:   9%|▉         | 2990/33666 [01:51<19:05, 26.77it/s, loss=4.56, v_num=0]
    Epoch 0:   9%|▉         | 2991/33666 [01:51<19:05, 26.77it/s, loss=4.56, v_num=0]
    Epoch 0:   9%|▉         | 2991/33666 [01:51<19:05, 26.77it/s, loss=4.57, v_num=0]
    Epoch 0:   9%|▉         | 2992/33666 [01:51<19:05, 26.77it/s, loss=4.57, v_num=0]
    Epoch 0:   9%|▉         | 2992/33666 [01:51<19:05, 26.77it/s, loss=4.57, v_num=0]
    Epoch 0:   9%|▉         | 2993/33666 [01:51<19:05, 26.77it/s, loss=4.57, v_num=0]
    Epoch 0:   9%|▉         | 2993/33666 [01:51<19:05, 26.77it/s, loss=4.56, v_num=0]
    Epoch 0:   9%|▉         | 2994/33666 [01:51<19:05, 26.77it/s, loss=4.56, v_num=0]
    Epoch 0:   9%|▉         | 2994/33666 [01:51<19:05, 26.77it/s, loss=4.57, v_num=0]
    Epoch 0:   9%|▉         | 2995/33666 [01:51<19:05, 26.77it/s, loss=4.57, v_num=0]
    Epoch 0:   9%|▉         | 2995/33666 [01:51<19:05, 26.77it/s, loss=4.58, v_num=0]
    Epoch 0:   9%|▉         | 2996/33666 [01:51<19:05, 26.77it/s, loss=4.58, v_num=0]
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    Epoch 0:   9%|▉         | 2998/33666 [01:51<19:05, 26.77it/s, loss=4.61, v_num=0]
    Epoch 0:   9%|▉         | 2998/33666 [01:51<19:05, 26.77it/s, loss=4.61, v_num=0]
    Epoch 0:   9%|▉         | 2999/33666 [01:52<19:05, 26.78it/s, loss=4.61, v_num=0]
    Epoch 0:   9%|▉         | 2999/33666 [01:52<19:05, 26.78it/s, loss=4.62, v_num=0]
    Epoch 0:   9%|▉         | 3000/33666 [01:52<19:05, 26.77it/s, loss=4.62, v_num=0]
    Epoch 0:   9%|▉         | 3000/33666 [01:52<19:05, 26.77it/s, loss=4.62, v_num=0]
    Epoch 0:   9%|▉         | 3001/33666 [01:52<19:05, 26.77it/s, loss=4.62, v_num=0]
    Epoch 0:   9%|▉         | 3001/33666 [01:52<19:05, 26.77it/s, loss=4.63, v_num=0]
    Epoch 0:   9%|▉         | 3002/33666 [01:52<19:05, 26.78it/s, loss=4.63, v_num=0]
    Epoch 0:   9%|▉         | 3002/33666 [01:52<19:05, 26.78it/s, loss=4.64, v_num=0]
    Epoch 0:   9%|▉         | 3003/33666 [01:52<19:05, 26.78it/s, loss=4.64, v_num=0]
    Epoch 0:   9%|▉         | 3003/33666 [01:52<19:05, 26.78it/s, loss=4.66, v_num=0]
    Epoch 0:   9%|▉         | 3004/33666 [01:52<19:05, 26.78it/s, loss=4.66, v_num=0]
    Epoch 0:   9%|▉         | 3004/33666 [01:52<19:05, 26.78it/s, loss=4.67, v_num=0]
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    Epoch 0:   9%|▉         | 3006/33666 [01:52<19:05, 26.78it/s, loss=4.68, v_num=0]
    Epoch 0:   9%|▉         | 3006/33666 [01:52<19:05, 26.78it/s, loss=4.7, v_num=0] 
    Epoch 0:   9%|▉         | 3007/33666 [01:52<19:04, 26.78it/s, loss=4.7, v_num=0]
    Epoch 0:   9%|▉         | 3007/33666 [01:52<19:04, 26.78it/s, loss=4.71, v_num=0]
    Epoch 0:   9%|▉         | 3008/33666 [01:52<19:04, 26.78it/s, loss=4.71, v_num=0]
    Epoch 0:   9%|▉         | 3008/33666 [01:52<19:04, 26.78it/s, loss=4.73, v_num=0]
    Epoch 0:   9%|▉         | 3009/33666 [01:52<19:04, 26.78it/s, loss=4.73, v_num=0]
    Epoch 0:   9%|▉         | 3009/33666 [01:52<19:04, 26.78it/s, loss=4.73, v_num=0]
    Epoch 0:   9%|▉         | 3010/33666 [01:52<19:04, 26.78it/s, loss=4.73, v_num=0]
    Epoch 0:   9%|▉         | 3010/33666 [01:52<19:04, 26.78it/s, loss=4.75, v_num=0]
    Epoch 0:   9%|▉         | 3011/33666 [01:52<19:04, 26.78it/s, loss=4.75, v_num=0]
    Epoch 0:   9%|▉         | 3011/33666 [01:52<19:04, 26.78it/s, loss=4.75, v_num=0]
    Epoch 0:   9%|▉         | 3012/33666 [01:52<19:04, 26.78it/s, loss=4.75, v_num=0]
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    Epoch 0:   9%|▉         | 3013/33666 [01:52<19:04, 26.78it/s, loss=4.71, v_num=0]
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    Epoch 0:   9%|▉         | 3018/33666 [01:52<19:04, 26.78it/s, loss=4.71, v_num=0]
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    Epoch 0:   9%|▉         | 3020/33666 [01:52<19:04, 26.78it/s, loss=4.73, v_num=0]
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    Epoch 0:   9%|▉         | 3021/33666 [01:52<19:04, 26.78it/s, loss=4.71, v_num=0]
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    Epoch 0:   9%|▉         | 3023/33666 [01:52<19:04, 26.78it/s, loss=4.7, v_num=0]
    Epoch 0:   9%|▉         | 3023/33666 [01:52<19:04, 26.78it/s, loss=4.68, v_num=0]
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    Epoch 0:   9%|▉         | 3024/33666 [01:52<19:04, 26.78it/s, loss=4.69, v_num=0]
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    Epoch 0:   9%|▉         | 3026/33666 [01:52<19:04, 26.78it/s, loss=4.65, v_num=0]
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    Epoch 0:   9%|▉         | 3027/33666 [01:53<19:04, 26.78it/s, loss=4.65, v_num=0]
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    Epoch 0:   9%|▉         | 3028/33666 [01:53<19:04, 26.78it/s, loss=4.64, v_num=0]
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    Epoch 0:   9%|▉         | 3034/33666 [01:53<19:03, 26.78it/s, loss=4.68, v_num=0]
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    Epoch 0:   9%|▉         | 3035/33666 [01:53<19:03, 26.78it/s, loss=4.71, v_num=0]
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    Epoch 0:   9%|▉         | 3038/33666 [01:53<19:03, 26.78it/s, loss=4.7, v_num=0]
    Epoch 0:   9%|▉         | 3038/33666 [01:53<19:03, 26.78it/s, loss=4.68, v_num=0]
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    Epoch 0:   9%|▉         | 3042/33666 [01:53<19:03, 26.78it/s, loss=4.69, v_num=0]
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    Epoch 0:   9%|▉         | 3044/33666 [01:53<19:03, 26.78it/s, loss=4.68, v_num=0]
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    Epoch 0:   9%|▉         | 3045/33666 [01:53<19:03, 26.78it/s, loss=4.69, v_num=0]
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    Epoch 0:   9%|▉         | 3046/33666 [01:53<19:03, 26.78it/s, loss=4.71, v_num=0]
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    Epoch 0:   9%|▉         | 3047/33666 [01:53<19:03, 26.78it/s, loss=4.69, v_num=0]
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    Epoch 0:   9%|▉         | 3048/33666 [01:53<19:03, 26.79it/s, loss=4.68, v_num=0]
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    Epoch 0:   9%|▉         | 3049/33666 [01:53<19:03, 26.79it/s, loss=4.68, v_num=0]
    Epoch 0:   9%|▉         | 3050/33666 [01:53<19:02, 26.79it/s, loss=4.68, v_num=0]
    Epoch 0:   9%|▉         | 3050/33666 [01:53<19:03, 26.79it/s, loss=4.68, v_num=0]
    Epoch 0:   9%|▉         | 3051/33666 [01:53<19:02, 26.79it/s, loss=4.68, v_num=0]
    Epoch 0:   9%|▉         | 3051/33666 [01:53<19:02, 26.79it/s, loss=4.69, v_num=0]
    Epoch 0:   9%|▉         | 3052/33666 [01:53<19:02, 26.79it/s, loss=4.69, v_num=0]
    Epoch 0:   9%|▉         | 3052/33666 [01:53<19:02, 26.79it/s, loss=4.67, v_num=0]
    Epoch 0:   9%|▉         | 3053/33666 [01:53<19:02, 26.79it/s, loss=4.67, v_num=0]
    Epoch 0:   9%|▉         | 3053/33666 [01:53<19:02, 26.79it/s, loss=4.67, v_num=0]
    Epoch 0:   9%|▉         | 3054/33666 [01:54<19:02, 26.79it/s, loss=4.67, v_num=0]
    Epoch 0:   9%|▉         | 3054/33666 [01:54<19:02, 26.79it/s, loss=4.64, v_num=0]
    Epoch 0:   9%|▉         | 3055/33666 [01:54<19:02, 26.79it/s, loss=4.64, v_num=0]
    Epoch 0:   9%|▉         | 3055/33666 [01:54<19:02, 26.79it/s, loss=4.62, v_num=0]
    Epoch 0:   9%|▉         | 3056/33666 [01:54<19:02, 26.79it/s, loss=4.62, v_num=0]
    Epoch 0:   9%|▉         | 3056/33666 [01:54<19:02, 26.79it/s, loss=4.61, v_num=0]
    Epoch 0:   9%|▉         | 3057/33666 [01:54<19:02, 26.79it/s, loss=4.61, v_num=0]
    Epoch 0:   9%|▉         | 3057/33666 [01:54<19:02, 26.79it/s, loss=4.61, v_num=0]
    Epoch 0:   9%|▉         | 3058/33666 [01:54<19:02, 26.79it/s, loss=4.61, v_num=0]
    Epoch 0:   9%|▉         | 3058/33666 [01:54<19:02, 26.79it/s, loss=4.59, v_num=0]
    Epoch 0:   9%|▉         | 3059/33666 [01:54<19:02, 26.79it/s, loss=4.59, v_num=0]
    Epoch 0:   9%|▉         | 3059/33666 [01:54<19:02, 26.79it/s, loss=4.6, v_num=0] 
    Epoch 0:   9%|▉         | 3060/33666 [01:54<19:02, 26.79it/s, loss=4.6, v_num=0]
    Epoch 0:   9%|▉         | 3060/33666 [01:54<19:02, 26.79it/s, loss=4.6, v_num=0]
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    Epoch 0:   9%|▉         | 3061/33666 [01:54<19:02, 26.79it/s, loss=4.61, v_num=0]
    Epoch 0:   9%|▉         | 3062/33666 [01:54<19:02, 26.79it/s, loss=4.61, v_num=0]
    Epoch 0:   9%|▉         | 3062/33666 [01:54<19:02, 26.79it/s, loss=4.59, v_num=0]
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    Epoch 0:   9%|▉         | 3063/33666 [01:54<19:02, 26.79it/s, loss=4.58, v_num=0]
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    Epoch 0:   9%|▉         | 3064/33666 [01:54<19:02, 26.79it/s, loss=4.57, v_num=0]
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    Epoch 0:   9%|▉         | 3065/33666 [01:54<19:02, 26.79it/s, loss=4.56, v_num=0]
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    Epoch 0:   9%|▉         | 3066/33666 [01:54<19:02, 26.79it/s, loss=4.56, v_num=0]
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    Epoch 0:   9%|▉         | 3067/33666 [01:54<19:02, 26.79it/s, loss=4.57, v_num=0]
    Epoch 0:   9%|▉         | 3068/33666 [01:54<19:02, 26.79it/s, loss=4.57, v_num=0]
    Epoch 0:   9%|▉         | 3068/33666 [01:54<19:02, 26.79it/s, loss=4.57, v_num=0]
    Epoch 0:   9%|▉         | 3069/33666 [01:54<19:01, 26.79it/s, loss=4.57, v_num=0]
    Epoch 0:   9%|▉         | 3069/33666 [01:54<19:02, 26.79it/s, loss=4.57, v_num=0]
    Epoch 0:   9%|▉         | 3070/33666 [01:54<19:01, 26.79it/s, loss=4.57, v_num=0]
    Epoch 0:   9%|▉         | 3070/33666 [01:54<19:01, 26.79it/s, loss=4.56, v_num=0]
    Epoch 0:   9%|▉         | 3071/33666 [01:54<19:01, 26.79it/s, loss=4.56, v_num=0]
    Epoch 0:   9%|▉         | 3071/33666 [01:54<19:01, 26.79it/s, loss=4.56, v_num=0]
    Epoch 0:   9%|▉         | 3072/33666 [01:54<19:01, 26.79it/s, loss=4.56, v_num=0]
    Epoch 0:   9%|▉         | 3072/33666 [01:54<19:01, 26.79it/s, loss=4.57, v_num=0]
    Epoch 0:   9%|▉         | 3073/33666 [01:54<19:01, 26.79it/s, loss=4.57, v_num=0]
    Epoch 0:   9%|▉         | 3073/33666 [01:54<19:01, 26.79it/s, loss=4.57, v_num=0]
    Epoch 0:   9%|▉         | 3074/33666 [01:54<19:01, 26.79it/s, loss=4.57, v_num=0]
    Epoch 0:   9%|▉         | 3074/33666 [01:54<19:01, 26.79it/s, loss=4.57, v_num=0]
    Epoch 0:   9%|▉         | 3075/33666 [01:54<19:01, 26.79it/s, loss=4.57, v_num=0]
    Epoch 0:   9%|▉         | 3075/33666 [01:54<19:01, 26.79it/s, loss=4.57, v_num=0]
    Epoch 0:   9%|▉         | 3076/33666 [01:54<19:01, 26.79it/s, loss=4.57, v_num=0]
    Epoch 0:   9%|▉         | 3076/33666 [01:54<19:01, 26.79it/s, loss=4.58, v_num=0]
    Epoch 0:   9%|▉         | 3077/33666 [01:54<19:01, 26.79it/s, loss=4.58, v_num=0]
    Epoch 0:   9%|▉         | 3077/33666 [01:54<19:01, 26.79it/s, loss=4.59, v_num=0]
    Epoch 0:   9%|▉         | 3078/33666 [01:54<19:01, 26.79it/s, loss=4.59, v_num=0]
    Epoch 0:   9%|▉         | 3078/33666 [01:54<19:01, 26.79it/s, loss=4.62, v_num=0]
    Epoch 0:   9%|▉         | 3079/33666 [01:54<19:01, 26.79it/s, loss=4.62, v_num=0]
    Epoch 0:   9%|▉         | 3079/33666 [01:54<19:01, 26.79it/s, loss=4.6, v_num=0] 
    Epoch 0:   9%|▉         | 3080/33666 [01:54<19:01, 26.79it/s, loss=4.6, v_num=0]
    Epoch 0:   9%|▉         | 3080/33666 [01:54<19:01, 26.79it/s, loss=4.6, v_num=0]
    Epoch 0:   9%|▉         | 3081/33666 [01:54<19:01, 26.79it/s, loss=4.6, v_num=0]
    Epoch 0:   9%|▉         | 3081/33666 [01:54<19:01, 26.79it/s, loss=4.57, v_num=0]
    Epoch 0:   9%|▉         | 3082/33666 [01:55<19:01, 26.79it/s, loss=4.57, v_num=0]
    Epoch 0:   9%|▉         | 3082/33666 [01:55<19:01, 26.79it/s, loss=4.59, v_num=0]
    Epoch 0:   9%|▉         | 3083/33666 [01:55<19:01, 26.79it/s, loss=4.59, v_num=0]
    Epoch 0:   9%|▉         | 3083/33666 [01:55<19:01, 26.79it/s, loss=4.6, v_num=0] 
    Epoch 0:   9%|▉         | 3084/33666 [01:55<19:01, 26.79it/s, loss=4.6, v_num=0]
    Epoch 0:   9%|▉         | 3084/33666 [01:55<19:01, 26.79it/s, loss=4.6, v_num=0]
    Epoch 0:   9%|▉         | 3085/33666 [01:55<19:01, 26.79it/s, loss=4.6, v_num=0]
    Epoch 0:   9%|▉         | 3085/33666 [01:55<19:01, 26.79it/s, loss=4.61, v_num=0]
    Epoch 0:   9%|▉         | 3086/33666 [01:55<19:01, 26.79it/s, loss=4.61, v_num=0]
    Epoch 0:   9%|▉         | 3086/33666 [01:55<19:01, 26.79it/s, loss=4.62, v_num=0]
    Epoch 0:   9%|▉         | 3087/33666 [01:55<19:01, 26.79it/s, loss=4.62, v_num=0]
    Epoch 0:   9%|▉         | 3087/33666 [01:55<19:01, 26.79it/s, loss=4.63, v_num=0]
    Epoch 0:   9%|▉         | 3088/33666 [01:55<19:01, 26.80it/s, loss=4.63, v_num=0]
    Epoch 0:   9%|▉         | 3088/33666 [01:55<19:01, 26.80it/s, loss=4.63, v_num=0]
    Epoch 0:   9%|▉         | 3089/33666 [01:55<19:01, 26.80it/s, loss=4.63, v_num=0]
    Epoch 0:   9%|▉         | 3089/33666 [01:55<19:01, 26.80it/s, loss=4.62, v_num=0]
    Epoch 0:   9%|▉         | 3090/33666 [01:55<19:01, 26.80it/s, loss=4.62, v_num=0]
    Epoch 0:   9%|▉         | 3090/33666 [01:55<19:01, 26.80it/s, loss=4.63, v_num=0]
    Epoch 0:   9%|▉         | 3091/33666 [01:55<19:01, 26.80it/s, loss=4.63, v_num=0]
    Epoch 0:   9%|▉         | 3091/33666 [01:55<19:01, 26.80it/s, loss=4.62, v_num=0]
    Epoch 0:   9%|▉         | 3092/33666 [01:55<19:00, 26.80it/s, loss=4.62, v_num=0]
    Epoch 0:   9%|▉         | 3092/33666 [01:55<19:00, 26.80it/s, loss=4.61, v_num=0]
    Epoch 0:   9%|▉         | 3093/33666 [01:55<19:00, 26.80it/s, loss=4.61, v_num=0]
    Epoch 0:   9%|▉         | 3093/33666 [01:55<19:00, 26.80it/s, loss=4.61, v_num=0]
    Epoch 0:   9%|▉         | 3094/33666 [01:55<19:00, 26.80it/s, loss=4.61, v_num=0]
    Epoch 0:   9%|▉         | 3094/33666 [01:55<19:00, 26.80it/s, loss=4.61, v_num=0]
    Epoch 0:   9%|▉         | 3095/33666 [01:55<19:00, 26.80it/s, loss=4.61, v_num=0]
    Epoch 0:   9%|▉         | 3095/33666 [01:55<19:00, 26.80it/s, loss=4.6, v_num=0] 
    Epoch 0:   9%|▉         | 3096/33666 [01:55<19:00, 26.80it/s, loss=4.6, v_num=0]
    Epoch 0:   9%|▉         | 3096/33666 [01:55<19:00, 26.80it/s, loss=4.6, v_num=0]
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    Epoch 0:   9%|▉         | 3097/33666 [01:55<19:00, 26.80it/s, loss=4.6, v_num=0]
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    Epoch 0:   9%|▉         | 3098/33666 [01:55<19:00, 26.80it/s, loss=4.6, v_num=0]
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    Epoch 0:   9%|▉         | 3099/33666 [01:55<19:00, 26.80it/s, loss=4.6, v_num=0]
    Epoch 0:   9%|▉         | 3100/33666 [01:55<19:00, 26.80it/s, loss=4.6, v_num=0]
    Epoch 0:   9%|▉         | 3100/33666 [01:55<19:00, 26.80it/s, loss=4.6, v_num=0]
    Epoch 0:   9%|▉         | 3101/33666 [01:55<19:00, 26.80it/s, loss=4.6, v_num=0]
    Epoch 0:   9%|▉         | 3101/33666 [01:55<19:00, 26.80it/s, loss=4.61, v_num=0]
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    Epoch 0:   9%|▉         | 3102/33666 [01:55<19:00, 26.80it/s, loss=4.62, v_num=0]
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    Epoch 0:   9%|▉         | 3103/33666 [01:55<19:00, 26.80it/s, loss=4.63, v_num=0]
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    Epoch 0:   9%|▉         | 3104/33666 [01:55<19:00, 26.80it/s, loss=4.63, v_num=0]
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    Epoch 0:   9%|▉         | 3105/33666 [01:55<19:00, 26.80it/s, loss=4.61, v_num=0]
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    Epoch 0:   9%|▉         | 3106/33666 [01:55<19:00, 26.80it/s, loss=4.61, v_num=0]
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    Epoch 0:   9%|▉         | 3107/33666 [01:55<19:00, 26.80it/s, loss=4.59, v_num=0]
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    Epoch 0:   9%|▉         | 3109/33666 [01:55<19:00, 26.80it/s, loss=4.6, v_num=0]
    Epoch 0:   9%|▉         | 3109/33666 [01:55<19:00, 26.80it/s, loss=4.61, v_num=0]
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    Epoch 0:   9%|▉         | 3110/33666 [01:56<19:00, 26.80it/s, loss=4.61, v_num=0]
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    Epoch 0:   9%|▉         | 3111/33666 [01:56<18:59, 26.80it/s, loss=4.63, v_num=0]
    Epoch 0:   9%|▉         | 3112/33666 [01:56<18:59, 26.80it/s, loss=4.63, v_num=0]
    Epoch 0:   9%|▉         | 3112/33666 [01:56<18:59, 26.80it/s, loss=4.64, v_num=0]
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    Epoch 0:   9%|▉         | 3114/33666 [01:56<18:59, 26.80it/s, loss=4.66, v_num=0]
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    Epoch 0:   9%|▉         | 3117/33666 [01:56<18:59, 26.80it/s, loss=4.66, v_num=0]
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    Epoch 0:   9%|▉         | 3118/33666 [01:56<18:59, 26.80it/s, loss=4.65, v_num=0]
    Epoch 0:   9%|▉         | 3119/33666 [01:56<18:59, 26.80it/s, loss=4.65, v_num=0]
    Epoch 0:   9%|▉         | 3119/33666 [01:56<18:59, 26.80it/s, loss=4.65, v_num=0]
    Epoch 0:   9%|▉         | 3120/33666 [01:56<18:59, 26.80it/s, loss=4.65, v_num=0]
    Epoch 0:   9%|▉         | 3120/33666 [01:56<18:59, 26.80it/s, loss=4.65, v_num=0]
    Epoch 0:   9%|▉         | 3121/33666 [01:56<18:59, 26.80it/s, loss=4.65, v_num=0]
    Epoch 0:   9%|▉         | 3121/33666 [01:56<18:59, 26.80it/s, loss=4.66, v_num=0]
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    Epoch 0:   9%|▉         | 3122/33666 [01:56<18:59, 26.80it/s, loss=4.64, v_num=0]
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    Epoch 0:   9%|▉         | 3123/33666 [01:56<18:59, 26.80it/s, loss=4.62, v_num=0]
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    Epoch 0:   9%|▉         | 3126/33666 [01:56<18:59, 26.80it/s, loss=4.66, v_num=0]
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    Epoch 0:   9%|▉         | 3127/33666 [01:56<18:59, 26.80it/s, loss=4.65, v_num=0]
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    Epoch 0:   9%|▉         | 3130/33666 [01:56<18:59, 26.80it/s, loss=4.62, v_num=0]
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    Epoch 0:   9%|▉         | 3132/33666 [01:56<18:59, 26.80it/s, loss=4.6, v_num=0]
    Epoch 0:   9%|▉         | 3132/33666 [01:56<18:59, 26.80it/s, loss=4.61, v_num=0]
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    Epoch 0:   9%|▉         | 3134/33666 [01:56<18:59, 26.80it/s, loss=4.6, v_num=0] 
    Epoch 0:   9%|▉         | 3135/33666 [01:56<18:59, 26.80it/s, loss=4.6, v_num=0]
    Epoch 0:   9%|▉         | 3135/33666 [01:56<18:59, 26.80it/s, loss=4.62, v_num=0]
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    Epoch 0:   9%|▉         | 3136/33666 [01:57<18:59, 26.80it/s, loss=4.63, v_num=0]
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    Epoch 0:   9%|▉         | 3137/33666 [01:57<18:59, 26.80it/s, loss=4.62, v_num=0]
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    Epoch 0:   9%|▉         | 3138/33666 [01:57<18:59, 26.80it/s, loss=4.63, v_num=0]
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    Epoch 0:   9%|▉         | 3139/33666 [01:57<18:58, 26.80it/s, loss=4.6, v_num=0] 
    Epoch 0:   9%|▉         | 3140/33666 [01:57<18:58, 26.80it/s, loss=4.6, v_num=0]
    Epoch 0:   9%|▉         | 3140/33666 [01:57<18:58, 26.80it/s, loss=4.6, v_num=0]
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    Epoch 0:   9%|▉         | 3142/33666 [01:57<18:58, 26.80it/s, loss=4.61, v_num=0]
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    Epoch 0:   9%|▉         | 3143/33666 [01:57<18:58, 26.80it/s, loss=4.61, v_num=0]
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    Epoch 0:   9%|▉         | 3144/33666 [01:57<18:58, 26.80it/s, loss=4.63, v_num=0]
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    Epoch 0:   9%|▉         | 3145/33666 [01:57<18:58, 26.80it/s, loss=4.61, v_num=0]
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    Epoch 0:   9%|▉         | 3147/33666 [01:57<18:58, 26.80it/s, loss=4.6, v_num=0] 
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    Epoch 0:   9%|▉         | 3148/33666 [01:57<18:58, 26.80it/s, loss=4.61, v_num=0]
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    Epoch 0:   9%|▉         | 3149/33666 [01:57<18:58, 26.80it/s, loss=4.63, v_num=0]
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    Epoch 0:   9%|▉         | 3150/33666 [01:57<18:58, 26.80it/s, loss=4.62, v_num=0]
    Epoch 0:   9%|▉         | 3151/33666 [01:57<18:58, 26.80it/s, loss=4.62, v_num=0]
    Epoch 0:   9%|▉         | 3151/33666 [01:57<18:58, 26.80it/s, loss=4.65, v_num=0]
    Epoch 0:   9%|▉         | 3152/33666 [01:57<18:58, 26.80it/s, loss=4.65, v_num=0]
    Epoch 0:   9%|▉         | 3152/33666 [01:57<18:58, 26.80it/s, loss=4.64, v_num=0]
    Epoch 0:   9%|▉         | 3153/33666 [01:57<18:58, 26.80it/s, loss=4.64, v_num=0]
    Epoch 0:   9%|▉         | 3153/33666 [01:57<18:58, 26.80it/s, loss=4.63, v_num=0]
    Epoch 0:   9%|▉         | 3154/33666 [01:57<18:58, 26.80it/s, loss=4.63, v_num=0]
    Epoch 0:   9%|▉         | 3154/33666 [01:57<18:58, 26.80it/s, loss=4.63, v_num=0]
    Epoch 0:   9%|▉         | 3155/33666 [01:57<18:58, 26.80it/s, loss=4.63, v_num=0]
    Epoch 0:   9%|▉         | 3155/33666 [01:57<18:58, 26.80it/s, loss=4.63, v_num=0]
    Epoch 0:   9%|▉         | 3156/33666 [01:57<18:58, 26.80it/s, loss=4.63, v_num=0]
    Epoch 0:   9%|▉         | 3156/33666 [01:57<18:58, 26.80it/s, loss=4.62, v_num=0]
    Epoch 0:   9%|▉         | 3157/33666 [01:57<18:58, 26.80it/s, loss=4.62, v_num=0]
    Epoch 0:   9%|▉         | 3157/33666 [01:57<18:58, 26.80it/s, loss=4.62, v_num=0]
    Epoch 0:   9%|▉         | 3158/33666 [01:57<18:58, 26.80it/s, loss=4.62, v_num=0]
    Epoch 0:   9%|▉         | 3158/33666 [01:57<18:58, 26.80it/s, loss=4.59, v_num=0]
    Epoch 0:   9%|▉         | 3159/33666 [01:57<18:58, 26.80it/s, loss=4.59, v_num=0]
    Epoch 0:   9%|▉         | 3159/33666 [01:57<18:58, 26.80it/s, loss=4.6, v_num=0] 
    Epoch 0:   9%|▉         | 3160/33666 [01:57<18:58, 26.80it/s, loss=4.6, v_num=0]
    Epoch 0:   9%|▉         | 3160/33666 [01:57<18:58, 26.80it/s, loss=4.6, v_num=0]
    Epoch 0:   9%|▉         | 3161/33666 [01:57<18:58, 26.80it/s, loss=4.6, v_num=0]
    Epoch 0:   9%|▉         | 3161/33666 [01:57<18:58, 26.80it/s, loss=4.6, v_num=0]
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    Epoch 0:   9%|▉         | 3162/33666 [01:57<18:58, 26.80it/s, loss=4.59, v_num=0]
    Epoch 0:   9%|▉         | 3163/33666 [01:58<18:58, 26.80it/s, loss=4.59, v_num=0]
    Epoch 0:   9%|▉         | 3163/33666 [01:58<18:58, 26.80it/s, loss=4.58, v_num=0]
    Epoch 0:   9%|▉         | 3164/33666 [01:58<18:57, 26.80it/s, loss=4.58, v_num=0]
    Epoch 0:   9%|▉         | 3164/33666 [01:58<18:57, 26.80it/s, loss=4.57, v_num=0]
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    Epoch 0:   9%|▉         | 3166/33666 [01:58<18:57, 26.81it/s, loss=4.58, v_num=0]
    Epoch 0:   9%|▉         | 3167/33666 [01:58<18:57, 26.81it/s, loss=4.58, v_num=0]
    Epoch 0:   9%|▉         | 3167/33666 [01:58<18:57, 26.81it/s, loss=4.56, v_num=0]
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    Epoch 0:   9%|▉         | 3169/33666 [01:58<18:57, 26.81it/s, loss=4.55, v_num=0]
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    Epoch 0:   9%|▉         | 3174/33666 [01:58<18:57, 26.81it/s, loss=4.54, v_num=0]
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    Epoch 0:   9%|▉         | 3175/33666 [01:58<18:57, 26.81it/s, loss=4.53, v_num=0]
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    Epoch 0:   9%|▉         | 3176/33666 [01:58<18:57, 26.81it/s, loss=4.52, v_num=0]
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    Epoch 0:   9%|▉         | 3179/33666 [01:58<18:57, 26.81it/s, loss=4.5, v_num=0]
    Epoch 0:   9%|▉         | 3179/33666 [01:58<18:57, 26.81it/s, loss=4.51, v_num=0]
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    Epoch 0:   9%|▉         | 3180/33666 [01:58<18:57, 26.81it/s, loss=4.53, v_num=0]
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    Epoch 0:   9%|▉         | 3181/33666 [01:58<18:57, 26.81it/s, loss=4.55, v_num=0]
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    Epoch 0:   9%|▉         | 3191/33666 [01:59<18:56, 26.81it/s, loss=4.61, v_num=0]
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    Epoch 0:  10%|▉         | 3203/33666 [01:59<18:56, 26.80it/s, loss=4.61, v_num=0]
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    Epoch 0:  10%|▉         | 3204/33666 [01:59<18:56, 26.80it/s, loss=4.58, v_num=0]
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    Epoch 0:  10%|▉         | 3206/33666 [01:59<18:56, 26.80it/s, loss=4.6, v_num=0] 
    Epoch 0:  10%|▉         | 3207/33666 [01:59<18:56, 26.80it/s, loss=4.6, v_num=0]
    Epoch 0:  10%|▉         | 3207/33666 [01:59<18:56, 26.80it/s, loss=4.59, v_num=0]
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    Epoch 0:  10%|▉         | 3210/33666 [01:59<18:56, 26.80it/s, loss=4.6, v_num=0] 
    Epoch 0:  10%|▉         | 3211/33666 [01:59<18:56, 26.80it/s, loss=4.6, v_num=0]
    Epoch 0:  10%|▉         | 3211/33666 [01:59<18:56, 26.80it/s, loss=4.58, v_num=0]
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    Epoch 0:  10%|▉         | 3212/33666 [01:59<18:56, 26.80it/s, loss=4.58, v_num=0]
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    Epoch 0:  10%|▉         | 3213/33666 [01:59<18:56, 26.80it/s, loss=4.58, v_num=0]
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    Epoch 0:  10%|▉         | 3214/33666 [01:59<18:56, 26.80it/s, loss=4.58, v_num=0]
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    Epoch 0:  10%|▉         | 3215/33666 [01:59<18:56, 26.80it/s, loss=4.56, v_num=0]
    Epoch 0:  10%|▉         | 3216/33666 [01:59<18:56, 26.80it/s, loss=4.56, v_num=0]
    Epoch 0:  10%|▉         | 3216/33666 [01:59<18:56, 26.80it/s, loss=4.58, v_num=0]
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    Epoch 0:  10%|▉         | 3217/33666 [02:00<18:56, 26.80it/s, loss=4.59, v_num=0]
    Epoch 0:  10%|▉         | 3218/33666 [02:00<18:56, 26.80it/s, loss=4.59, v_num=0]
    Epoch 0:  10%|▉         | 3218/33666 [02:00<18:56, 26.80it/s, loss=4.58, v_num=0]
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    Epoch 0:  10%|▉         | 3219/33666 [02:00<18:56, 26.80it/s, loss=4.57, v_num=0]
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    Epoch 0:  10%|▉         | 3221/33666 [02:00<18:55, 26.80it/s, loss=4.57, v_num=0]
    Epoch 0:  10%|▉         | 3222/33666 [02:00<18:55, 26.80it/s, loss=4.57, v_num=0]
    Epoch 0:  10%|▉         | 3222/33666 [02:00<18:55, 26.80it/s, loss=4.57, v_num=0]
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    Epoch 0:  10%|▉         | 3223/33666 [02:00<18:55, 26.80it/s, loss=4.57, v_num=0]
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    Epoch 0:  10%|▉         | 3224/33666 [02:00<18:55, 26.80it/s, loss=4.59, v_num=0]
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    Epoch 0:  10%|▉         | 3226/33666 [02:00<18:55, 26.80it/s, loss=4.6, v_num=0]
    Epoch 0:  10%|▉         | 3226/33666 [02:00<18:55, 26.80it/s, loss=4.6, v_num=0]
    Epoch 0:  10%|▉         | 3227/33666 [02:00<18:55, 26.80it/s, loss=4.6, v_num=0]
    Epoch 0:  10%|▉         | 3227/33666 [02:00<18:55, 26.80it/s, loss=4.62, v_num=0]
    Epoch 0:  10%|▉         | 3228/33666 [02:00<18:55, 26.80it/s, loss=4.62, v_num=0]
    Epoch 0:  10%|▉         | 3228/33666 [02:00<18:55, 26.80it/s, loss=4.59, v_num=0]
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    Epoch 0:  10%|▉         | 3229/33666 [02:00<18:55, 26.80it/s, loss=4.58, v_num=0]
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    Epoch 0:  10%|▉         | 3230/33666 [02:00<18:55, 26.80it/s, loss=4.58, v_num=0]
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    Epoch 0:  10%|▉         | 3231/33666 [02:00<18:55, 26.80it/s, loss=4.58, v_num=0]
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    Epoch 0:  10%|▉         | 3235/33666 [02:00<18:55, 26.80it/s, loss=4.6, v_num=0] 
    Epoch 0:  10%|▉         | 3236/33666 [02:00<18:55, 26.80it/s, loss=4.6, v_num=0]
    Epoch 0:  10%|▉         | 3236/33666 [02:00<18:55, 26.80it/s, loss=4.59, v_num=0]
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    Epoch 0:  10%|▉         | 3237/33666 [02:00<18:55, 26.80it/s, loss=4.58, v_num=0]
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    Epoch 0:  10%|▉         | 3239/33666 [02:00<18:55, 26.80it/s, loss=4.59, v_num=0]
    Epoch 0:  10%|▉         | 3240/33666 [02:00<18:55, 26.80it/s, loss=4.59, v_num=0]
    Epoch 0:  10%|▉         | 3240/33666 [02:00<18:55, 26.80it/s, loss=4.57, v_num=0]
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    Epoch 0:  10%|▉         | 3245/33666 [02:01<18:54, 26.80it/s, loss=4.55, v_num=0]
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    Epoch 0:  10%|▉         | 3247/33666 [02:01<18:54, 26.80it/s, loss=4.54, v_num=0]
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    Epoch 0:  10%|▉         | 3250/33666 [02:01<18:54, 26.80it/s, loss=4.56, v_num=0]
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    Epoch 0:  10%|▉         | 3251/33666 [02:01<18:54, 26.80it/s, loss=4.59, v_num=0]
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    Epoch 0:  10%|▉         | 3252/33666 [02:01<18:54, 26.80it/s, loss=4.59, v_num=0]
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    Epoch 0:  10%|▉         | 3253/33666 [02:01<18:54, 26.80it/s, loss=4.58, v_num=0]
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    Epoch 0:  10%|▉         | 3254/33666 [02:01<18:54, 26.80it/s, loss=4.59, v_num=0]
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    Epoch 0:  10%|▉         | 3255/33666 [02:01<18:54, 26.81it/s, loss=4.59, v_num=0]
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    Epoch 0:  10%|▉         | 3258/33666 [02:01<18:54, 26.81it/s, loss=4.6, v_num=0] 
    Epoch 0:  10%|▉         | 3259/33666 [02:01<18:54, 26.81it/s, loss=4.6, v_num=0]
    Epoch 0:  10%|▉         | 3259/33666 [02:01<18:54, 26.81it/s, loss=4.63, v_num=0]
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    Epoch 0:  10%|▉         | 3312/33666 [02:03<18:52, 26.81it/s, loss=4.65, v_num=0]
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    Epoch 0:  10%|▉         | 3319/33666 [02:03<18:51, 26.81it/s, loss=4.65, v_num=0]
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    Epoch 0:  10%|▉         | 3320/33666 [02:03<18:51, 26.81it/s, loss=4.66, v_num=0]
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    Epoch 0:  10%|▉         | 3321/33666 [02:03<18:51, 26.81it/s, loss=4.66, v_num=0]
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    Epoch 0:  10%|▉         | 3328/33666 [02:04<18:51, 26.81it/s, loss=4.59, v_num=0]
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    Epoch 0:  10%|▉         | 3330/33666 [02:04<18:51, 26.81it/s, loss=4.6, v_num=0]
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    Epoch 0:  10%|▉         | 3335/33666 [02:04<18:51, 26.81it/s, loss=4.64, v_num=0]
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    Epoch 0:  10%|▉         | 3337/33666 [02:04<18:51, 26.81it/s, loss=4.64, v_num=0]
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    Epoch 0:  14%|█▍        | 4809/33666 [02:59<17:57, 26.79it/s, loss=4.44, v_num=0]
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    Epoch 0:  14%|█▍        | 4813/33666 [02:59<17:57, 26.79it/s, loss=4.41, v_num=0]
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    Epoch 0:  14%|█▍        | 4818/33666 [02:59<17:57, 26.78it/s, loss=4.41, v_num=0]
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    Epoch 0:  14%|█▍        | 4820/33666 [02:59<17:57, 26.78it/s, loss=4.43, v_num=0]
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    Epoch 0:  14%|█▍        | 4821/33666 [03:00<17:56, 26.78it/s, loss=4.44, v_num=0]
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    Epoch 0:  14%|█▍        | 4824/33666 [03:00<17:56, 26.78it/s, loss=4.43, v_num=0]
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    Epoch 0:  14%|█▍        | 4825/33666 [03:00<17:56, 26.78it/s, loss=4.46, v_num=0]
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    Epoch 0:  14%|█▍        | 4826/33666 [03:00<17:56, 26.78it/s, loss=4.5, v_num=0] 
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    Epoch 0:  14%|█▍        | 4827/33666 [03:00<17:56, 26.78it/s, loss=4.49, v_num=0]
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    Epoch 0:  14%|█▍        | 4828/33666 [03:00<17:56, 26.78it/s, loss=4.5, v_num=0] 
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    Epoch 0:  14%|█▍        | 4829/33666 [03:00<17:56, 26.78it/s, loss=4.5, v_num=0]
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    Epoch 0:  14%|█▍        | 4830/33666 [03:00<17:56, 26.78it/s, loss=4.51, v_num=0]
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    Epoch 0:  14%|█▍        | 4831/33666 [03:00<17:56, 26.78it/s, loss=4.52, v_num=0]
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    Epoch 0:  14%|█▍        | 4832/33666 [03:00<17:56, 26.78it/s, loss=4.56, v_num=0]
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    Epoch 0:  14%|█▍        | 4841/33666 [03:00<17:56, 26.78it/s, loss=4.56, v_num=0]
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    Epoch 0:  14%|█▍        | 4842/33666 [03:00<17:56, 26.78it/s, loss=4.59, v_num=0]
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    Epoch 0:  14%|█▍        | 4845/33666 [03:00<17:56, 26.78it/s, loss=4.6, v_num=0]
    Epoch 0:  14%|█▍        | 4845/33666 [03:00<17:56, 26.78it/s, loss=4.6, v_num=0]
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    Epoch 0:  14%|█▍        | 4846/33666 [03:00<17:56, 26.78it/s, loss=4.57, v_num=0]
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    Epoch 0:  14%|█▍        | 4848/33666 [03:01<17:56, 26.78it/s, loss=4.57, v_num=0]
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    Epoch 0:  14%|█▍        | 4854/33666 [03:01<17:55, 26.79it/s, loss=4.49, v_num=0]
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    Epoch 0:  15%|█▍        | 4911/33666 [03:03<17:53, 26.79it/s, loss=4.63, v_num=0]
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    Epoch 0:  15%|█▍        | 4912/33666 [03:03<17:53, 26.79it/s, loss=4.61, v_num=0]
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    Epoch 0:  15%|█▍        | 4913/33666 [03:03<17:53, 26.79it/s, loss=4.6, v_num=0] 
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    Epoch 0:  15%|█▍        | 4914/33666 [03:03<17:53, 26.79it/s, loss=4.57, v_num=0]
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    Epoch 0:  15%|█▍        | 4927/33666 [03:03<17:52, 26.79it/s, loss=4.58, v_num=0]
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    Epoch 0:  17%|█▋        | 5651/33666 [03:30<17:24, 26.82it/s, loss=4.65, v_num=0]
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    Epoch 0:  17%|█▋        | 5734/33666 [03:33<17:21, 26.81it/s, loss=4.53, v_num=0]
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    Epoch 0:  17%|█▋        | 5735/33666 [03:33<17:21, 26.81it/s, loss=4.53, v_num=0]
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    Epoch 0:  17%|█▋        | 5751/33666 [03:34<17:21, 26.81it/s, loss=4.57, v_num=0]
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    Epoch 0:  17%|█▋        | 5753/33666 [03:34<17:21, 26.81it/s, loss=4.62, v_num=0]
    Epoch 0:  17%|█▋        | 5754/33666 [03:34<17:21, 26.80it/s, loss=4.62, v_num=0]
    Epoch 0:  17%|█▋        | 5754/33666 [03:34<17:21, 26.80it/s, loss=4.61, v_num=0]
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    Epoch 0:  17%|█▋        | 5772/33666 [03:35<17:20, 26.80it/s, loss=4.61, v_num=0]
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    Epoch 0:  17%|█▋        | 5811/33666 [03:36<17:19, 26.80it/s, loss=4.56, v_num=0]
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    Epoch 0:  17%|█▋        | 5812/33666 [03:36<17:19, 26.80it/s, loss=4.58, v_num=0]
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    Epoch 0:  17%|█▋        | 5816/33666 [03:36<17:19, 26.80it/s, loss=4.57, v_num=0]
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    Epoch 0:  17%|█▋        | 5818/33666 [03:37<17:18, 26.80it/s, loss=4.55, v_num=0]
    Epoch 0:  17%|█▋        | 5819/33666 [03:37<17:18, 26.80it/s, loss=4.55, v_num=0]
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    Epoch 0:  17%|█▋        | 5826/33666 [03:37<17:18, 26.81it/s, loss=4.57, v_num=0]
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    Epoch 0:  17%|█▋        | 5828/33666 [03:37<17:18, 26.81it/s, loss=4.54, v_num=0]
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    Epoch 0:  17%|█▋        | 5829/33666 [03:37<17:18, 26.81it/s, loss=4.53, v_num=0]
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    Epoch 0:  17%|█▋        | 5835/33666 [03:37<17:18, 26.81it/s, loss=4.56, v_num=0]
    Epoch 0:  17%|█▋        | 5835/33666 [03:37<17:18, 26.81it/s, loss=4.56, v_num=0]
    Epoch 0:  17%|█▋        | 5836/33666 [03:37<17:18, 26.81it/s, loss=4.56, v_num=0]
    Epoch 0:  17%|█▋        | 5836/33666 [03:37<17:18, 26.81it/s, loss=4.58, v_num=0]
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    Epoch 0:  17%|█▋        | 5837/33666 [03:37<17:18, 26.81it/s, loss=4.57, v_num=0]
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    Epoch 0:  18%|█▊        | 5894/33666 [03:39<17:15, 26.81it/s, loss=4.52, v_num=0]
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    Epoch 0:  18%|█▊        | 5895/33666 [03:39<17:15, 26.81it/s, loss=4.51, v_num=0]
    Epoch 0:  18%|█▊        | 5896/33666 [03:39<17:15, 26.81it/s, loss=4.51, v_num=0]
    Epoch 0:  18%|█▊        | 5896/33666 [03:39<17:15, 26.81it/s, loss=4.49, v_num=0]
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    Epoch 0:  18%|█▊        | 5897/33666 [03:39<17:15, 26.81it/s, loss=4.48, v_num=0]
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    Epoch 0:  18%|█▊        | 5898/33666 [03:39<17:15, 26.81it/s, loss=4.49, v_num=0]
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    Epoch 0:  18%|█▊        | 5899/33666 [03:40<17:15, 26.81it/s, loss=4.51, v_num=0]
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    Epoch 0:  18%|█▊        | 5900/33666 [03:40<17:15, 26.81it/s, loss=4.52, v_num=0]
    Epoch 0:  18%|█▊        | 5901/33666 [03:40<17:15, 26.81it/s, loss=4.52, v_num=0]
    Epoch 0:  18%|█▊        | 5901/33666 [03:40<17:15, 26.81it/s, loss=4.52, v_num=0]
    Epoch 0:  18%|█▊        | 5902/33666 [03:40<17:15, 26.81it/s, loss=4.52, v_num=0]
    Epoch 0:  18%|█▊        | 5902/33666 [03:40<17:15, 26.81it/s, loss=4.54, v_num=0]
    Epoch 0:  18%|█▊        | 5903/33666 [03:40<17:15, 26.81it/s, loss=4.54, v_num=0]
    Epoch 0:  18%|█▊        | 5903/33666 [03:40<17:15, 26.81it/s, loss=4.52, v_num=0]
    Epoch 0:  18%|█▊        | 5904/33666 [03:40<17:15, 26.81it/s, loss=4.52, v_num=0]
    Epoch 0:  18%|█▊        | 5904/33666 [03:40<17:15, 26.81it/s, loss=4.55, v_num=0]
    Epoch 0:  18%|█▊        | 5905/33666 [03:40<17:15, 26.81it/s, loss=4.55, v_num=0]
    Epoch 0:  18%|█▊        | 5905/33666 [03:40<17:15, 26.81it/s, loss=4.53, v_num=0]
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    Epoch 0:  18%|█▊        | 5906/33666 [03:40<17:15, 26.82it/s, loss=4.54, v_num=0]
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    Epoch 0:  18%|█▊        | 5907/33666 [03:40<17:15, 26.82it/s, loss=4.54, v_num=0]
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    Epoch 0:  18%|█▊        | 5908/33666 [03:40<17:15, 26.81it/s, loss=4.53, v_num=0]
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    Epoch 0:  18%|█▊        | 5909/33666 [03:40<17:15, 26.81it/s, loss=4.56, v_num=0]
    Epoch 0:  18%|█▊        | 5910/33666 [03:40<17:15, 26.81it/s, loss=4.56, v_num=0]
    Epoch 0:  18%|█▊        | 5910/33666 [03:40<17:15, 26.81it/s, loss=4.55, v_num=0]
    Epoch 0:  18%|█▊        | 5911/33666 [03:40<17:15, 26.81it/s, loss=4.55, v_num=0]
    Epoch 0:  18%|█▊        | 5911/33666 [03:40<17:15, 26.81it/s, loss=4.54, v_num=0]
    Epoch 0:  18%|█▊        | 5912/33666 [03:40<17:14, 26.82it/s, loss=4.54, v_num=0]
    Epoch 0:  18%|█▊        | 5912/33666 [03:40<17:14, 26.82it/s, loss=4.56, v_num=0]
    Epoch 0:  18%|█▊        | 5913/33666 [03:40<17:14, 26.82it/s, loss=4.56, v_num=0]
    Epoch 0:  18%|█▊        | 5913/33666 [03:40<17:14, 26.82it/s, loss=4.57, v_num=0]
    Epoch 0:  18%|█▊        | 5914/33666 [03:40<17:14, 26.82it/s, loss=4.57, v_num=0]
    Epoch 0:  18%|█▊        | 5914/33666 [03:40<17:14, 26.82it/s, loss=4.57, v_num=0]
    Epoch 0:  18%|█▊        | 5915/33666 [03:40<17:14, 26.82it/s, loss=4.57, v_num=0]
    Epoch 0:  18%|█▊        | 5915/33666 [03:40<17:14, 26.82it/s, loss=4.58, v_num=0]
    Epoch 0:  18%|█▊        | 5916/33666 [03:40<17:14, 26.82it/s, loss=4.58, v_num=0]
    Epoch 0:  18%|█▊        | 5916/33666 [03:40<17:14, 26.82it/s, loss=4.59, v_num=0]
    Epoch 0:  18%|█▊        | 5917/33666 [03:40<17:14, 26.82it/s, loss=4.59, v_num=0]
    Epoch 0:  18%|█▊        | 5917/33666 [03:40<17:14, 26.82it/s, loss=4.6, v_num=0] 
    Epoch 0:  18%|█▊        | 5918/33666 [03:40<17:14, 26.82it/s, loss=4.6, v_num=0]
    Epoch 0:  18%|█▊        | 5918/33666 [03:40<17:14, 26.82it/s, loss=4.59, v_num=0]
    Epoch 0:  18%|█▊        | 5919/33666 [03:40<17:14, 26.82it/s, loss=4.59, v_num=0]
    Epoch 0:  18%|█▊        | 5919/33666 [03:40<17:14, 26.82it/s, loss=4.59, v_num=0]
    Epoch 0:  18%|█▊        | 5920/33666 [03:40<17:14, 26.82it/s, loss=4.59, v_num=0]
    Epoch 0:  18%|█▊        | 5920/33666 [03:40<17:14, 26.82it/s, loss=4.57, v_num=0]
    Epoch 0:  18%|█▊        | 5921/33666 [03:40<17:14, 26.82it/s, loss=4.57, v_num=0]
    Epoch 0:  18%|█▊        | 5921/33666 [03:40<17:14, 26.82it/s, loss=4.56, v_num=0]
    Epoch 0:  18%|█▊        | 5922/33666 [03:40<17:14, 26.82it/s, loss=4.56, v_num=0]
    Epoch 0:  18%|█▊        | 5922/33666 [03:40<17:14, 26.82it/s, loss=4.55, v_num=0]
    Epoch 0:  18%|█▊        | 5923/33666 [03:40<17:14, 26.82it/s, loss=4.55, v_num=0]
    Epoch 0:  18%|█▊        | 5923/33666 [03:40<17:14, 26.82it/s, loss=4.54, v_num=0]
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    Epoch 0:  18%|█▊        | 5924/33666 [03:40<17:14, 26.82it/s, loss=4.52, v_num=0]
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    Epoch 0:  18%|█▊        | 5925/33666 [03:40<17:14, 26.82it/s, loss=4.52, v_num=0]
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    Epoch 0:  18%|█▊        | 5926/33666 [03:40<17:14, 26.82it/s, loss=4.51, v_num=0]
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    Epoch 0:  18%|█▊        | 5927/33666 [03:41<17:14, 26.82it/s, loss=4.52, v_num=0]
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    Epoch 0:  18%|█▊        | 5928/33666 [03:41<17:14, 26.82it/s, loss=4.53, v_num=0]
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    Epoch 0:  18%|█▊        | 5930/33666 [03:41<17:14, 26.82it/s, loss=4.5, v_num=0]
    Epoch 0:  18%|█▊        | 5930/33666 [03:41<17:14, 26.82it/s, loss=4.5, v_num=0]
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    Epoch 0:  18%|█▊        | 5931/33666 [03:41<17:14, 26.82it/s, loss=4.5, v_num=0]
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    Epoch 0:  18%|█▊        | 5932/33666 [03:41<17:14, 26.82it/s, loss=4.5, v_num=0]
    Epoch 0:  18%|█▊        | 5933/33666 [03:41<17:14, 26.82it/s, loss=4.5, v_num=0]
    Epoch 0:  18%|█▊        | 5933/33666 [03:41<17:14, 26.82it/s, loss=4.49, v_num=0]
    Epoch 0:  18%|█▊        | 5934/33666 [03:41<17:14, 26.82it/s, loss=4.49, v_num=0]
    Epoch 0:  18%|█▊        | 5934/33666 [03:41<17:14, 26.82it/s, loss=4.48, v_num=0]
    Epoch 0:  18%|█▊        | 5935/33666 [03:41<17:14, 26.82it/s, loss=4.48, v_num=0]
    Epoch 0:  18%|█▊        | 5935/33666 [03:41<17:14, 26.82it/s, loss=4.45, v_num=0]
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    Epoch 0:  18%|█▊        | 5937/33666 [03:41<17:14, 26.82it/s, loss=4.45, v_num=0]
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    Epoch 0:  18%|█▊        | 5938/33666 [03:41<17:14, 26.81it/s, loss=4.44, v_num=0]
    Epoch 0:  18%|█▊        | 5939/33666 [03:41<17:14, 26.81it/s, loss=4.44, v_num=0]
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    Epoch 0:  18%|█▊        | 5943/33666 [03:41<17:13, 26.81it/s, loss=4.45, v_num=0]
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    Epoch 0:  18%|█▊        | 5944/33666 [03:41<17:13, 26.81it/s, loss=4.46, v_num=0]
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    Epoch 0:  18%|█▊        | 5946/33666 [03:41<17:13, 26.81it/s, loss=4.45, v_num=0]
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    Epoch 0:  18%|█▊        | 5947/33666 [03:41<17:13, 26.81it/s, loss=4.45, v_num=0]
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    Epoch 0:  18%|█▊        | 5948/33666 [03:41<17:13, 26.81it/s, loss=4.43, v_num=0]
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    Epoch 0:  18%|█▊        | 5950/33666 [03:41<17:13, 26.81it/s, loss=4.48, v_num=0]
    Epoch 0:  18%|█▊        | 5951/33666 [03:41<17:13, 26.81it/s, loss=4.48, v_num=0]
    Epoch 0:  18%|█▊        | 5951/33666 [03:41<17:13, 26.81it/s, loss=4.45, v_num=0]
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    Epoch 0:  18%|█▊        | 5955/33666 [03:42<17:13, 26.81it/s, loss=4.47, v_num=0]
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    Epoch 0:  18%|█▊        | 5956/33666 [03:42<17:13, 26.81it/s, loss=4.48, v_num=0]
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    Epoch 0:  18%|█▊        | 5957/33666 [03:42<17:13, 26.81it/s, loss=4.48, v_num=0]
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    Epoch 0:  18%|█▊        | 5960/33666 [03:42<17:13, 26.80it/s, loss=4.52, v_num=0]
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    Epoch 0:  18%|█▊        | 5961/33666 [03:42<17:13, 26.80it/s, loss=4.53, v_num=0]
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    Epoch 0:  18%|█▊        | 5962/33666 [03:42<17:13, 26.80it/s, loss=4.51, v_num=0]
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    Epoch 0:  18%|█▊        | 5963/33666 [03:42<17:13, 26.80it/s, loss=4.5, v_num=0] 
    Epoch 0:  18%|█▊        | 5964/33666 [03:42<17:13, 26.80it/s, loss=4.5, v_num=0]
    Epoch 0:  18%|█▊        | 5964/33666 [03:42<17:13, 26.80it/s, loss=4.49, v_num=0]
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    Epoch 0:  18%|█▊        | 5965/33666 [03:42<17:13, 26.80it/s, loss=4.5, v_num=0] 
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    Epoch 0:  18%|█▊        | 5966/33666 [03:42<17:13, 26.80it/s, loss=4.52, v_num=0]
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    Epoch 0:  18%|█▊        | 5967/33666 [03:42<17:13, 26.80it/s, loss=4.52, v_num=0]
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    Epoch 0:  18%|█▊        | 5968/33666 [03:42<17:13, 26.80it/s, loss=4.53, v_num=0]
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    Epoch 0:  18%|█▊        | 5969/33666 [03:42<17:13, 26.80it/s, loss=4.53, v_num=0]
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    Epoch 0:  18%|█▊        | 5970/33666 [03:42<17:13, 26.80it/s, loss=4.54, v_num=0]
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    Epoch 0:  18%|█▊        | 5971/33666 [03:42<17:13, 26.80it/s, loss=4.57, v_num=0]
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    Epoch 0:  18%|█▊        | 5972/33666 [03:42<17:13, 26.80it/s, loss=4.6, v_num=0] 
    Epoch 0:  18%|█▊        | 5973/33666 [03:42<17:13, 26.80it/s, loss=4.6, v_num=0]
    Epoch 0:  18%|█▊        | 5973/33666 [03:42<17:13, 26.80it/s, loss=4.6, v_num=0]
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    Epoch 0:  18%|█▊        | 5974/33666 [03:42<17:13, 26.80it/s, loss=4.58, v_num=0]
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    Epoch 0:  18%|█▊        | 5975/33666 [03:42<17:13, 26.80it/s, loss=4.59, v_num=0]
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    Epoch 0:  18%|█▊        | 5976/33666 [03:42<17:13, 26.80it/s, loss=4.59, v_num=0]
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    Epoch 0:  18%|█▊        | 5977/33666 [03:43<17:13, 26.80it/s, loss=4.58, v_num=0]
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    Epoch 0:  18%|█▊        | 5978/33666 [03:43<17:13, 26.80it/s, loss=4.58, v_num=0]
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    Epoch 0:  18%|█▊        | 5979/33666 [03:43<17:13, 26.80it/s, loss=4.56, v_num=0]
    Epoch 0:  18%|█▊        | 5980/33666 [03:43<17:13, 26.80it/s, loss=4.56, v_num=0]
    Epoch 0:  18%|█▊        | 5980/33666 [03:43<17:13, 26.80it/s, loss=4.53, v_num=0]
    Epoch 0:  18%|█▊        | 5981/33666 [03:43<17:12, 26.80it/s, loss=4.53, v_num=0]
    Epoch 0:  18%|█▊        | 5981/33666 [03:43<17:12, 26.80it/s, loss=4.55, v_num=0]
    Epoch 0:  18%|█▊        | 5982/33666 [03:43<17:12, 26.80it/s, loss=4.55, v_num=0]
    Epoch 0:  18%|█▊        | 5982/33666 [03:43<17:12, 26.80it/s, loss=4.56, v_num=0]
    Epoch 0:  18%|█▊        | 5983/33666 [03:43<17:12, 26.80it/s, loss=4.56, v_num=0]
    Epoch 0:  18%|█▊        | 5983/33666 [03:43<17:12, 26.80it/s, loss=4.57, v_num=0]
    Epoch 0:  18%|█▊        | 5984/33666 [03:43<17:12, 26.80it/s, loss=4.57, v_num=0]
    Epoch 0:  18%|█▊        | 5984/33666 [03:43<17:12, 26.80it/s, loss=4.56, v_num=0]
    Epoch 0:  18%|█▊        | 5985/33666 [03:43<17:12, 26.80it/s, loss=4.56, v_num=0]
    Epoch 0:  18%|█▊        | 5985/33666 [03:43<17:12, 26.80it/s, loss=4.55, v_num=0]
    Epoch 0:  18%|█▊        | 5986/33666 [03:43<17:12, 26.80it/s, loss=4.55, v_num=0]
    Epoch 0:  18%|█▊        | 5986/33666 [03:43<17:12, 26.80it/s, loss=4.54, v_num=0]
    Epoch 0:  18%|█▊        | 5987/33666 [03:43<17:12, 26.80it/s, loss=4.54, v_num=0]
    Epoch 0:  18%|█▊        | 5987/33666 [03:43<17:12, 26.80it/s, loss=4.53, v_num=0]
    Epoch 0:  18%|█▊        | 5988/33666 [03:43<17:12, 26.80it/s, loss=4.53, v_num=0]
    Epoch 0:  18%|█▊        | 5988/33666 [03:43<17:12, 26.80it/s, loss=4.54, v_num=0]
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    Epoch 0:  18%|█▊        | 5989/33666 [03:43<17:12, 26.80it/s, loss=4.56, v_num=0]
    Epoch 0:  18%|█▊        | 5990/33666 [03:43<17:12, 26.80it/s, loss=4.56, v_num=0]
    Epoch 0:  18%|█▊        | 5990/33666 [03:43<17:12, 26.80it/s, loss=4.53, v_num=0]
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    Epoch 0:  18%|█▊        | 5991/33666 [03:43<17:12, 26.80it/s, loss=4.52, v_num=0]
    Epoch 0:  18%|█▊        | 5992/33666 [03:43<17:12, 26.80it/s, loss=4.52, v_num=0]
    Epoch 0:  18%|█▊        | 5992/33666 [03:43<17:12, 26.80it/s, loss=4.48, v_num=0]
    Epoch 0:  18%|█▊        | 5993/33666 [03:43<17:12, 26.80it/s, loss=4.48, v_num=0]
    Epoch 0:  18%|█▊        | 5993/33666 [03:43<17:12, 26.80it/s, loss=4.48, v_num=0]
    Epoch 0:  18%|█▊        | 5994/33666 [03:43<17:12, 26.80it/s, loss=4.48, v_num=0]
    Epoch 0:  18%|█▊        | 5994/33666 [03:43<17:12, 26.80it/s, loss=4.5, v_num=0] 
    Epoch 0:  18%|█▊        | 5995/33666 [03:43<17:12, 26.80it/s, loss=4.5, v_num=0]
    Epoch 0:  18%|█▊        | 5995/33666 [03:43<17:12, 26.80it/s, loss=4.45, v_num=0]
    Epoch 0:  18%|█▊        | 5996/33666 [03:43<17:12, 26.80it/s, loss=4.45, v_num=0]
    Epoch 0:  18%|█▊        | 5996/33666 [03:43<17:12, 26.80it/s, loss=4.47, v_num=0]
    Epoch 0:  18%|█▊        | 5997/33666 [03:43<17:12, 26.80it/s, loss=4.47, v_num=0]
    Epoch 0:  18%|█▊        | 5997/33666 [03:43<17:12, 26.80it/s, loss=4.46, v_num=0]
    Epoch 0:  18%|█▊        | 5998/33666 [03:43<17:12, 26.80it/s, loss=4.46, v_num=0]
    Epoch 0:  18%|█▊        | 5998/33666 [03:43<17:12, 26.80it/s, loss=4.48, v_num=0]
    Epoch 0:  18%|█▊        | 5999/33666 [03:43<17:12, 26.80it/s, loss=4.48, v_num=0]
    Epoch 0:  18%|█▊        | 5999/33666 [03:43<17:12, 26.80it/s, loss=4.48, v_num=0]
    Epoch 0:  18%|█▊        | 6000/33666 [03:43<17:12, 26.80it/s, loss=4.48, v_num=0]
    Epoch 0:  18%|█▊        | 6000/33666 [03:43<17:12, 26.80it/s, loss=4.52, v_num=0]
    Epoch 0:  18%|█▊        | 6001/33666 [03:43<17:12, 26.80it/s, loss=4.52, v_num=0]
    Epoch 0:  18%|█▊        | 6001/33666 [03:43<17:12, 26.80it/s, loss=4.51, v_num=0]
    Epoch 0:  18%|█▊        | 6002/33666 [03:43<17:12, 26.80it/s, loss=4.51, v_num=0]
    Epoch 0:  18%|█▊        | 6002/33666 [03:43<17:12, 26.80it/s, loss=4.52, v_num=0]
    Epoch 0:  18%|█▊        | 6003/33666 [03:43<17:12, 26.80it/s, loss=4.52, v_num=0]
    Epoch 0:  18%|█▊        | 6003/33666 [03:43<17:12, 26.80it/s, loss=4.55, v_num=0]
    Epoch 0:  18%|█▊        | 6004/33666 [03:44<17:12, 26.80it/s, loss=4.55, v_num=0]
    Epoch 0:  18%|█▊        | 6004/33666 [03:44<17:12, 26.80it/s, loss=4.54, v_num=0]
    Epoch 0:  18%|█▊        | 6005/33666 [03:44<17:12, 26.80it/s, loss=4.54, v_num=0]
    Epoch 0:  18%|█▊        | 6005/33666 [03:44<17:12, 26.80it/s, loss=4.53, v_num=0]
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    Epoch 0:  18%|█▊        | 6006/33666 [03:44<17:12, 26.80it/s, loss=4.53, v_num=0]
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    Epoch 0:  18%|█▊        | 6007/33666 [03:44<17:11, 26.80it/s, loss=4.52, v_num=0]
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    Epoch 0:  18%|█▊        | 6008/33666 [03:44<17:11, 26.80it/s, loss=4.5, v_num=0] 
    Epoch 0:  18%|█▊        | 6009/33666 [03:44<17:11, 26.80it/s, loss=4.5, v_num=0]
    Epoch 0:  18%|█▊        | 6009/33666 [03:44<17:11, 26.80it/s, loss=4.49, v_num=0]
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    Epoch 0:  18%|█▊        | 6010/33666 [03:44<17:11, 26.80it/s, loss=4.5, v_num=0] 
    Epoch 0:  18%|█▊        | 6011/33666 [03:44<17:11, 26.80it/s, loss=4.5, v_num=0]
    Epoch 0:  18%|█▊        | 6011/33666 [03:44<17:11, 26.80it/s, loss=4.51, v_num=0]
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    Epoch 0:  18%|█▊        | 6012/33666 [03:44<17:11, 26.80it/s, loss=4.54, v_num=0]
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    Epoch 0:  18%|█▊        | 6013/33666 [03:44<17:11, 26.80it/s, loss=4.54, v_num=0]
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    Epoch 0:  18%|█▊        | 6014/33666 [03:44<17:11, 26.80it/s, loss=4.53, v_num=0]
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    Epoch 0:  18%|█▊        | 6015/33666 [03:44<17:11, 26.80it/s, loss=4.58, v_num=0]
    Epoch 0:  18%|█▊        | 6016/33666 [03:44<17:11, 26.80it/s, loss=4.58, v_num=0]
    Epoch 0:  18%|█▊        | 6016/33666 [03:44<17:11, 26.80it/s, loss=4.56, v_num=0]
    Epoch 0:  18%|█▊        | 6017/33666 [03:44<17:11, 26.80it/s, loss=4.56, v_num=0]
    Epoch 0:  18%|█▊        | 6017/33666 [03:44<17:11, 26.80it/s, loss=4.56, v_num=0]
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    Epoch 0:  18%|█▊        | 6018/33666 [03:44<17:11, 26.80it/s, loss=4.54, v_num=0]
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    Epoch 0:  18%|█▊        | 6019/33666 [03:44<17:11, 26.80it/s, loss=4.54, v_num=0]
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    Epoch 0:  18%|█▊        | 6027/33666 [03:44<17:11, 26.80it/s, loss=4.56, v_num=0]
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    Epoch 0:  18%|█▊        | 6028/33666 [03:44<17:11, 26.80it/s, loss=4.57, v_num=0]
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    Epoch 0:  18%|█▊        | 6029/33666 [03:44<17:11, 26.80it/s, loss=4.55, v_num=0]
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    Epoch 0:  18%|█▊        | 6030/33666 [03:44<17:11, 26.80it/s, loss=4.52, v_num=0]
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    Epoch 0:  18%|█▊        | 6031/33666 [03:45<17:11, 26.80it/s, loss=4.54, v_num=0]
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    Epoch 0:  18%|█▊        | 6034/33666 [03:45<17:10, 26.80it/s, loss=4.52, v_num=0]
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    Epoch 0:  18%|█▊        | 6035/33666 [03:45<17:10, 26.80it/s, loss=4.5, v_num=0] 
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    Epoch 0:  18%|█▊        | 6036/33666 [03:45<17:10, 26.80it/s, loss=4.5, v_num=0]
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    Epoch 0:  18%|█▊        | 6037/33666 [03:45<17:10, 26.80it/s, loss=4.49, v_num=0]
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    Epoch 0:  18%|█▊        | 6038/33666 [03:45<17:10, 26.80it/s, loss=4.52, v_num=0]
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    Epoch 0:  18%|█▊        | 6039/33666 [03:45<17:10, 26.80it/s, loss=4.51, v_num=0]
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    Epoch 0:  18%|█▊        | 6040/33666 [03:45<17:10, 26.80it/s, loss=4.5, v_num=0] 
    Epoch 0:  18%|█▊        | 6041/33666 [03:45<17:10, 26.80it/s, loss=4.5, v_num=0]
    Epoch 0:  18%|█▊        | 6041/33666 [03:45<17:10, 26.80it/s, loss=4.49, v_num=0]
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    Epoch 0:  18%|█▊        | 6042/33666 [03:45<17:10, 26.80it/s, loss=4.51, v_num=0]
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    Epoch 0:  18%|█▊        | 6043/33666 [03:45<17:10, 26.80it/s, loss=4.49, v_num=0]
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    Epoch 0:  18%|█▊        | 6044/33666 [03:45<17:10, 26.80it/s, loss=4.48, v_num=0]
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    Epoch 0:  18%|█▊        | 6045/33666 [03:45<17:10, 26.80it/s, loss=4.46, v_num=0]
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    Epoch 0:  18%|█▊        | 6046/33666 [03:45<17:10, 26.80it/s, loss=4.46, v_num=0]
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    Epoch 0:  18%|█▊        | 6047/33666 [03:45<17:10, 26.80it/s, loss=4.48, v_num=0]
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    Epoch 0:  18%|█▊        | 6048/33666 [03:45<17:10, 26.80it/s, loss=4.49, v_num=0]
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    Epoch 0:  18%|█▊        | 6050/33666 [03:45<17:10, 26.80it/s, loss=4.5, v_num=0]
    Epoch 0:  18%|█▊        | 6050/33666 [03:45<17:10, 26.80it/s, loss=4.52, v_num=0]
    Epoch 0:  18%|█▊        | 6051/33666 [03:45<17:10, 26.80it/s, loss=4.52, v_num=0]
    Epoch 0:  18%|█▊        | 6051/33666 [03:45<17:10, 26.80it/s, loss=4.51, v_num=0]
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    Epoch 0:  18%|█▊        | 6052/33666 [03:45<17:10, 26.80it/s, loss=4.52, v_num=0]
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    Epoch 0:  18%|█▊        | 6053/33666 [03:45<17:10, 26.80it/s, loss=4.56, v_num=0]
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    Epoch 0:  18%|█▊        | 6054/33666 [03:45<17:10, 26.80it/s, loss=4.54, v_num=0]
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    Epoch 0:  18%|█▊        | 6057/33666 [03:46<17:10, 26.80it/s, loss=4.53, v_num=0]
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    Epoch 0:  18%|█▊        | 6059/33666 [03:46<17:10, 26.80it/s, loss=4.52, v_num=0]
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    Epoch 0:  18%|█▊        | 6060/33666 [03:46<17:10, 26.80it/s, loss=4.51, v_num=0]
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    Epoch 0:  18%|█▊        | 6061/33666 [03:46<17:10, 26.80it/s, loss=4.51, v_num=0]
    Epoch 0:  18%|█▊        | 6062/33666 [03:46<17:09, 26.80it/s, loss=4.51, v_num=0]
    Epoch 0:  18%|█▊        | 6062/33666 [03:46<17:09, 26.80it/s, loss=4.51, v_num=0]
    Epoch 0:  18%|█▊        | 6063/33666 [03:46<17:09, 26.80it/s, loss=4.51, v_num=0]
    Epoch 0:  18%|█▊        | 6063/33666 [03:46<17:09, 26.80it/s, loss=4.5, v_num=0] 
    Epoch 0:  18%|█▊        | 6064/33666 [03:46<17:09, 26.80it/s, loss=4.5, v_num=0]
    Epoch 0:  18%|█▊        | 6064/33666 [03:46<17:09, 26.80it/s, loss=4.52, v_num=0]
    Epoch 0:  18%|█▊        | 6065/33666 [03:46<17:09, 26.80it/s, loss=4.52, v_num=0]
    Epoch 0:  18%|█▊        | 6065/33666 [03:46<17:09, 26.80it/s, loss=4.54, v_num=0]
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    Epoch 0:  18%|█▊        | 6066/33666 [03:46<17:09, 26.80it/s, loss=4.53, v_num=0]
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    Epoch 0:  18%|█▊        | 6067/33666 [03:46<17:09, 26.80it/s, loss=4.5, v_num=0] 
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    Epoch 0:  18%|█▊        | 6068/33666 [03:46<17:09, 26.80it/s, loss=4.51, v_num=0]
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    Epoch 0:  18%|█▊        | 6069/33666 [03:46<17:09, 26.80it/s, loss=4.51, v_num=0]
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    Epoch 0:  18%|█▊        | 6070/33666 [03:46<17:09, 26.80it/s, loss=4.51, v_num=0]
    Epoch 0:  18%|█▊        | 6071/33666 [03:46<17:09, 26.80it/s, loss=4.51, v_num=0]
    Epoch 0:  18%|█▊        | 6071/33666 [03:46<17:09, 26.80it/s, loss=4.49, v_num=0]
    Epoch 0:  18%|█▊        | 6072/33666 [03:46<17:09, 26.80it/s, loss=4.49, v_num=0]
    Epoch 0:  18%|█▊        | 6072/33666 [03:46<17:09, 26.80it/s, loss=4.48, v_num=0]
    Epoch 0:  18%|█▊        | 6073/33666 [03:46<17:09, 26.80it/s, loss=4.48, v_num=0]
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    Epoch 0:  18%|█▊        | 6074/33666 [03:46<17:09, 26.80it/s, loss=4.43, v_num=0]
    Epoch 0:  18%|█▊        | 6074/33666 [03:46<17:09, 26.80it/s, loss=4.46, v_num=0]
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    Epoch 0:  18%|█▊        | 6075/33666 [03:46<17:09, 26.80it/s, loss=4.47, v_num=0]
    Epoch 0:  18%|█▊        | 6076/33666 [03:46<17:09, 26.80it/s, loss=4.47, v_num=0]
    Epoch 0:  18%|█▊        | 6076/33666 [03:46<17:09, 26.80it/s, loss=4.51, v_num=0]
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    Epoch 0:  18%|█▊        | 6077/33666 [03:46<17:09, 26.81it/s, loss=4.5, v_num=0] 
    Epoch 0:  18%|█▊        | 6078/33666 [03:46<17:09, 26.81it/s, loss=4.5, v_num=0]
    Epoch 0:  18%|█▊        | 6078/33666 [03:46<17:09, 26.81it/s, loss=4.51, v_num=0]
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    Epoch 0:  18%|█▊        | 6079/33666 [03:46<17:09, 26.81it/s, loss=4.52, v_num=0]
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    Epoch 0:  18%|█▊        | 6080/33666 [03:46<17:09, 26.81it/s, loss=4.53, v_num=0]
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    Epoch 0:  18%|█▊        | 6081/33666 [03:46<17:09, 26.81it/s, loss=4.54, v_num=0]
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    Epoch 0:  18%|█▊        | 6082/33666 [03:46<17:09, 26.81it/s, loss=4.5, v_num=0] 
    Epoch 0:  18%|█▊        | 6083/33666 [03:46<17:08, 26.81it/s, loss=4.5, v_num=0]
    Epoch 0:  18%|█▊        | 6083/33666 [03:46<17:08, 26.81it/s, loss=4.5, v_num=0]
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    Epoch 0:  18%|█▊        | 6085/33666 [03:46<17:08, 26.81it/s, loss=4.5, v_num=0]
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    Epoch 0:  18%|█▊        | 6086/33666 [03:47<17:08, 26.81it/s, loss=4.5, v_num=0]
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    Epoch 0:  18%|█▊        | 6087/33666 [03:47<17:08, 26.81it/s, loss=4.5, v_num=0]
    Epoch 0:  18%|█▊        | 6088/33666 [03:47<17:08, 26.81it/s, loss=4.5, v_num=0]
    Epoch 0:  18%|█▊        | 6088/33666 [03:47<17:08, 26.81it/s, loss=4.49, v_num=0]
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    Epoch 0:  18%|█▊        | 6089/33666 [03:47<17:08, 26.81it/s, loss=4.46, v_num=0]
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    Epoch 0:  18%|█▊        | 6090/33666 [03:47<17:08, 26.81it/s, loss=4.48, v_num=0]
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    Epoch 0:  18%|█▊        | 6091/33666 [03:47<17:08, 26.81it/s, loss=4.49, v_num=0]
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    Epoch 0:  18%|█▊        | 6092/33666 [03:47<17:08, 26.81it/s, loss=4.5, v_num=0] 
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    Epoch 0:  18%|█▊        | 6096/33666 [03:47<17:08, 26.81it/s, loss=4.5, v_num=0]
    Epoch 0:  18%|█▊        | 6096/33666 [03:47<17:08, 26.81it/s, loss=4.51, v_num=0]
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    Epoch 0:  18%|█▊        | 6098/33666 [03:47<17:08, 26.81it/s, loss=4.49, v_num=0]
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    Epoch 0:  18%|█▊        | 6102/33666 [03:47<17:08, 26.81it/s, loss=4.52, v_num=0]
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    Epoch 0:  18%|█▊        | 6103/33666 [03:47<17:08, 26.81it/s, loss=4.54, v_num=0]
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    Epoch 0:  18%|█▊        | 6110/33666 [03:47<17:07, 26.81it/s, loss=4.54, v_num=0]
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    Epoch 0:  18%|█▊        | 6112/33666 [03:47<17:07, 26.81it/s, loss=4.53, v_num=0]
    Epoch 0:  18%|█▊        | 6112/33666 [03:47<17:07, 26.81it/s, loss=4.55, v_num=0]
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    Epoch 0:  18%|█▊        | 6116/33666 [03:48<17:07, 26.81it/s, loss=4.56, v_num=0]
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    Epoch 0:  18%|█▊        | 6117/33666 [03:48<17:07, 26.81it/s, loss=4.57, v_num=0]
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    Epoch 0:  18%|█▊        | 6118/33666 [03:48<17:07, 26.81it/s, loss=4.58, v_num=0]
    Epoch 0:  18%|█▊        | 6119/33666 [03:48<17:07, 26.81it/s, loss=4.58, v_num=0]
    Epoch 0:  18%|█▊        | 6119/33666 [03:48<17:07, 26.81it/s, loss=4.56, v_num=0]
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    Epoch 0:  18%|█▊        | 6122/33666 [03:48<17:07, 26.82it/s, loss=4.59, v_num=0]
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    Epoch 0:  18%|█▊        | 6123/33666 [03:48<17:07, 26.82it/s, loss=4.58, v_num=0]
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    Epoch 0:  18%|█▊        | 6124/33666 [03:48<17:07, 26.82it/s, loss=4.59, v_num=0]
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    Epoch 0:  18%|█▊        | 6125/33666 [03:48<17:06, 26.82it/s, loss=4.56, v_num=0]
    Epoch 0:  18%|█▊        | 6126/33666 [03:48<17:06, 26.82it/s, loss=4.56, v_num=0]
    Epoch 0:  18%|█▊        | 6126/33666 [03:48<17:06, 26.82it/s, loss=4.52, v_num=0]
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    Epoch 0:  18%|█▊        | 6127/33666 [03:48<17:06, 26.82it/s, loss=4.53, v_num=0]
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    Epoch 0:  18%|█▊        | 6128/33666 [03:48<17:06, 26.82it/s, loss=4.54, v_num=0]
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    Epoch 0:  18%|█▊        | 6129/33666 [03:48<17:06, 26.82it/s, loss=4.5, v_num=0] 
    Epoch 0:  18%|█▊        | 6130/33666 [03:48<17:06, 26.82it/s, loss=4.5, v_num=0]
    Epoch 0:  18%|█▊        | 6130/33666 [03:48<17:06, 26.82it/s, loss=4.51, v_num=0]
    Epoch 0:  18%|█▊        | 6131/33666 [03:48<17:06, 26.81it/s, loss=4.51, v_num=0]
    Epoch 0:  18%|█▊        | 6131/33666 [03:48<17:06, 26.81it/s, loss=4.53, v_num=0]
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    Epoch 0:  18%|█▊        | 6132/33666 [03:48<17:06, 26.81it/s, loss=4.52, v_num=0]
    Epoch 0:  18%|█▊        | 6133/33666 [03:48<17:06, 26.81it/s, loss=4.52, v_num=0]
    Epoch 0:  18%|█▊        | 6133/33666 [03:48<17:06, 26.81it/s, loss=4.52, v_num=0]
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    Epoch 0:  18%|█▊        | 6134/33666 [03:48<17:06, 26.81it/s, loss=4.53, v_num=0]
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    Epoch 0:  18%|█▊        | 6135/33666 [03:48<17:06, 26.82it/s, loss=4.54, v_num=0]
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    Epoch 0:  18%|█▊        | 6136/33666 [03:48<17:06, 26.81it/s, loss=4.52, v_num=0]
    Epoch 0:  18%|█▊        | 6137/33666 [03:48<17:06, 26.81it/s, loss=4.52, v_num=0]
    Epoch 0:  18%|█▊        | 6137/33666 [03:48<17:06, 26.81it/s, loss=4.51, v_num=0]
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    Epoch 0:  18%|█▊        | 6138/33666 [03:48<17:06, 26.81it/s, loss=4.52, v_num=0]
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    Epoch 0:  18%|█▊        | 6140/33666 [03:48<17:06, 26.81it/s, loss=4.51, v_num=0]
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    Epoch 0:  18%|█▊        | 6141/33666 [03:49<17:06, 26.81it/s, loss=4.5, v_num=0] 
    Epoch 0:  18%|█▊        | 6142/33666 [03:49<17:06, 26.81it/s, loss=4.5, v_num=0]
    Epoch 0:  18%|█▊        | 6142/33666 [03:49<17:06, 26.81it/s, loss=4.48, v_num=0]
    Epoch 0:  18%|█▊        | 6143/33666 [03:49<17:06, 26.82it/s, loss=4.48, v_num=0]
    Epoch 0:  18%|█▊        | 6143/33666 [03:49<17:06, 26.82it/s, loss=4.49, v_num=0]
    Epoch 0:  18%|█▊        | 6144/33666 [03:49<17:06, 26.82it/s, loss=4.49, v_num=0]
    Epoch 0:  18%|█▊        | 6144/33666 [03:49<17:06, 26.82it/s, loss=4.49, v_num=0]
    Epoch 0:  18%|█▊        | 6145/33666 [03:49<17:06, 26.81it/s, loss=4.49, v_num=0]
    Epoch 0:  18%|█▊        | 6145/33666 [03:49<17:06, 26.81it/s, loss=4.51, v_num=0]
    Epoch 0:  18%|█▊        | 6146/33666 [03:49<17:06, 26.81it/s, loss=4.51, v_num=0]
    Epoch 0:  18%|█▊        | 6146/33666 [03:49<17:06, 26.81it/s, loss=4.56, v_num=0]
    Epoch 0:  18%|█▊        | 6147/33666 [03:49<17:06, 26.81it/s, loss=4.56, v_num=0]
    Epoch 0:  18%|█▊        | 6147/33666 [03:49<17:06, 26.81it/s, loss=4.57, v_num=0]
    Epoch 0:  18%|█▊        | 6148/33666 [03:49<17:06, 26.81it/s, loss=4.57, v_num=0]
    Epoch 0:  18%|█▊        | 6148/33666 [03:49<17:06, 26.81it/s, loss=4.58, v_num=0]
    Epoch 0:  18%|█▊        | 6149/33666 [03:49<17:06, 26.81it/s, loss=4.58, v_num=0]
    Epoch 0:  18%|█▊        | 6149/33666 [03:49<17:06, 26.81it/s, loss=4.62, v_num=0]
    Epoch 0:  18%|█▊        | 6150/33666 [03:49<17:06, 26.81it/s, loss=4.62, v_num=0]
    Epoch 0:  18%|█▊        | 6150/33666 [03:49<17:06, 26.81it/s, loss=4.62, v_num=0]
    Epoch 0:  18%|█▊        | 6151/33666 [03:49<17:06, 26.81it/s, loss=4.62, v_num=0]
    Epoch 0:  18%|█▊        | 6151/33666 [03:49<17:06, 26.81it/s, loss=4.59, v_num=0]
    Epoch 0:  18%|█▊        | 6152/33666 [03:49<17:06, 26.81it/s, loss=4.59, v_num=0]
    Epoch 0:  18%|█▊        | 6152/33666 [03:49<17:06, 26.81it/s, loss=4.59, v_num=0]
    Epoch 0:  18%|█▊        | 6153/33666 [03:49<17:06, 26.81it/s, loss=4.59, v_num=0]
    Epoch 0:  18%|█▊        | 6153/33666 [03:49<17:06, 26.81it/s, loss=4.61, v_num=0]
    Epoch 0:  18%|█▊        | 6154/33666 [03:49<17:06, 26.81it/s, loss=4.61, v_num=0]
    Epoch 0:  18%|█▊        | 6154/33666 [03:49<17:06, 26.81it/s, loss=4.58, v_num=0]
    Epoch 0:  18%|█▊        | 6155/33666 [03:49<17:06, 26.81it/s, loss=4.58, v_num=0]
    Epoch 0:  18%|█▊        | 6155/33666 [03:49<17:06, 26.81it/s, loss=4.58, v_num=0]
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    Epoch 0:  18%|█▊        | 6156/33666 [03:49<17:06, 26.81it/s, loss=4.59, v_num=0]
    Epoch 0:  18%|█▊        | 6157/33666 [03:49<17:06, 26.81it/s, loss=4.59, v_num=0]
    Epoch 0:  18%|█▊        | 6157/33666 [03:49<17:06, 26.81it/s, loss=4.58, v_num=0]
    Epoch 0:  18%|█▊        | 6158/33666 [03:49<17:06, 26.81it/s, loss=4.58, v_num=0]
    Epoch 0:  18%|█▊        | 6158/33666 [03:49<17:06, 26.81it/s, loss=4.57, v_num=0]
    Epoch 0:  18%|█▊        | 6159/33666 [03:49<17:06, 26.81it/s, loss=4.57, v_num=0]
    Epoch 0:  18%|█▊        | 6159/33666 [03:49<17:06, 26.81it/s, loss=4.57, v_num=0]
    Epoch 0:  18%|█▊        | 6160/33666 [03:49<17:05, 26.81it/s, loss=4.57, v_num=0]
    Epoch 0:  18%|█▊        | 6160/33666 [03:49<17:05, 26.81it/s, loss=4.56, v_num=0]
    Epoch 0:  18%|█▊        | 6161/33666 [03:49<17:05, 26.81it/s, loss=4.56, v_num=0]
    Epoch 0:  18%|█▊        | 6161/33666 [03:49<17:05, 26.81it/s, loss=4.58, v_num=0]
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    Epoch 0:  18%|█▊        | 6162/33666 [03:49<17:05, 26.81it/s, loss=4.58, v_num=0]
    Epoch 0:  18%|█▊        | 6163/33666 [03:49<17:05, 26.81it/s, loss=4.58, v_num=0]
    Epoch 0:  18%|█▊        | 6163/33666 [03:49<17:05, 26.81it/s, loss=4.59, v_num=0]
    Epoch 0:  18%|█▊        | 6164/33666 [03:49<17:05, 26.81it/s, loss=4.59, v_num=0]
    Epoch 0:  18%|█▊        | 6164/33666 [03:49<17:05, 26.81it/s, loss=4.58, v_num=0]
    Epoch 0:  18%|█▊        | 6165/33666 [03:49<17:05, 26.81it/s, loss=4.58, v_num=0]
    Epoch 0:  18%|█▊        | 6165/33666 [03:49<17:05, 26.81it/s, loss=4.57, v_num=0]
    Epoch 0:  18%|█▊        | 6166/33666 [03:50<17:05, 26.81it/s, loss=4.57, v_num=0]
    Epoch 0:  18%|█▊        | 6166/33666 [03:50<17:05, 26.81it/s, loss=4.55, v_num=0]
    Epoch 0:  18%|█▊        | 6167/33666 [03:50<17:05, 26.81it/s, loss=4.55, v_num=0]
    Epoch 0:  18%|█▊        | 6167/33666 [03:50<17:05, 26.81it/s, loss=4.55, v_num=0]
    Epoch 0:  18%|█▊        | 6168/33666 [03:50<17:05, 26.81it/s, loss=4.55, v_num=0]
    Epoch 0:  18%|█▊        | 6168/33666 [03:50<17:05, 26.81it/s, loss=4.55, v_num=0]
    Epoch 0:  18%|█▊        | 6169/33666 [03:50<17:05, 26.81it/s, loss=4.55, v_num=0]
    Epoch 0:  18%|█▊        | 6169/33666 [03:50<17:05, 26.81it/s, loss=4.54, v_num=0]
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    Epoch 0:  18%|█▊        | 6170/33666 [03:50<17:05, 26.81it/s, loss=4.55, v_num=0]
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    Epoch 0:  18%|█▊        | 6171/33666 [03:50<17:05, 26.81it/s, loss=4.56, v_num=0]
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    Epoch 0:  18%|█▊        | 6172/33666 [03:50<17:05, 26.81it/s, loss=4.57, v_num=0]
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    Epoch 0:  18%|█▊        | 6173/33666 [03:50<17:05, 26.81it/s, loss=4.56, v_num=0]
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    Epoch 0:  18%|█▊        | 6198/33666 [03:51<17:04, 26.80it/s, loss=4.59, v_num=0]
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    Epoch 0:  18%|█▊        | 6200/33666 [03:51<17:04, 26.80it/s, loss=4.52, v_num=0]
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    Epoch 0:  18%|█▊        | 6201/33666 [03:51<17:04, 26.80it/s, loss=4.51, v_num=0]
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    Epoch 0:  18%|█▊        | 6204/33666 [03:51<17:04, 26.80it/s, loss=4.53, v_num=0]
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    Epoch 0:  18%|█▊        | 6206/33666 [03:51<17:04, 26.80it/s, loss=4.51, v_num=0]
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    Epoch 0:  18%|█▊        | 6207/33666 [03:51<17:04, 26.80it/s, loss=4.49, v_num=0]
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    Epoch 0:  18%|█▊        | 6208/33666 [03:51<17:04, 26.80it/s, loss=4.49, v_num=0]
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    Epoch 0:  18%|█▊        | 6209/33666 [03:51<17:04, 26.80it/s, loss=4.48, v_num=0]
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    Epoch 0:  18%|█▊        | 6210/33666 [03:51<17:04, 26.80it/s, loss=4.5, v_num=0] 
    Epoch 0:  18%|█▊        | 6211/33666 [03:51<17:04, 26.80it/s, loss=4.5, v_num=0]
    Epoch 0:  18%|█▊        | 6211/33666 [03:51<17:04, 26.80it/s, loss=4.54, v_num=0]
    Epoch 0:  18%|█▊        | 6212/33666 [03:51<17:04, 26.80it/s, loss=4.54, v_num=0]
    Epoch 0:  18%|█▊        | 6212/33666 [03:51<17:04, 26.80it/s, loss=4.52, v_num=0]
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    Epoch 0:  18%|█▊        | 6213/33666 [03:51<17:04, 26.80it/s, loss=4.55, v_num=0]
    Epoch 0:  18%|█▊        | 6214/33666 [03:51<17:04, 26.80it/s, loss=4.55, v_num=0]
    Epoch 0:  18%|█▊        | 6214/33666 [03:51<17:04, 26.80it/s, loss=4.55, v_num=0]
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    Epoch 0:  18%|█▊        | 6215/33666 [03:51<17:04, 26.80it/s, loss=4.56, v_num=0]
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    Epoch 0:  18%|█▊        | 6216/33666 [03:51<17:04, 26.80it/s, loss=4.56, v_num=0]
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    Epoch 0:  18%|█▊        | 6218/33666 [03:52<17:04, 26.80it/s, loss=4.54, v_num=0]
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    Epoch 0:  18%|█▊        | 6219/33666 [03:52<17:04, 26.80it/s, loss=4.55, v_num=0]
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    Epoch 0:  18%|█▊        | 6223/33666 [03:52<17:04, 26.80it/s, loss=4.49, v_num=0]
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    Epoch 0:  18%|█▊        | 6224/33666 [03:52<17:04, 26.79it/s, loss=4.51, v_num=0]
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    Epoch 0:  18%|█▊        | 6226/33666 [03:52<17:04, 26.79it/s, loss=4.52, v_num=0]
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    Epoch 0:  18%|█▊        | 6228/33666 [03:52<17:04, 26.79it/s, loss=4.51, v_num=0]
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    Epoch 0:  19%|█▊        | 6229/33666 [03:52<17:04, 26.79it/s, loss=4.52, v_num=0]
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    Epoch 0:  19%|█▊        | 6230/33666 [03:52<17:03, 26.79it/s, loss=4.52, v_num=0]
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    Epoch 0:  19%|█▊        | 6231/33666 [03:52<17:03, 26.79it/s, loss=4.49, v_num=0]
    Epoch 0:  19%|█▊        | 6232/33666 [03:52<17:03, 26.79it/s, loss=4.49, v_num=0]
    Epoch 0:  19%|█▊        | 6232/33666 [03:52<17:03, 26.79it/s, loss=4.52, v_num=0]
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    Epoch 0:  19%|█▊        | 6236/33666 [03:52<17:03, 26.79it/s, loss=4.5, v_num=0] 
    Epoch 0:  19%|█▊        | 6237/33666 [03:52<17:03, 26.79it/s, loss=4.5, v_num=0]
    Epoch 0:  19%|█▊        | 6237/33666 [03:52<17:03, 26.79it/s, loss=4.48, v_num=0]
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    Epoch 0:  19%|█▊        | 6238/33666 [03:52<17:03, 26.79it/s, loss=4.49, v_num=0]
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    Epoch 0:  19%|█▊        | 6240/33666 [03:52<17:03, 26.79it/s, loss=4.52, v_num=0]
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    Epoch 0:  19%|█▊        | 6242/33666 [03:52<17:03, 26.79it/s, loss=4.56, v_num=0]
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    Epoch 0:  19%|█▊        | 6245/33666 [03:53<17:03, 26.79it/s, loss=4.56, v_num=0]
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    Epoch 0:  19%|█▊        | 6246/33666 [03:53<17:03, 26.79it/s, loss=4.57, v_num=0]
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    Epoch 0:  19%|█▊        | 6247/33666 [03:53<17:03, 26.79it/s, loss=4.57, v_num=0]
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    Epoch 0:  19%|█▊        | 6248/33666 [03:53<17:03, 26.79it/s, loss=4.59, v_num=0]
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    Epoch 0:  19%|█▊        | 6260/33666 [03:53<17:03, 26.79it/s, loss=4.6, v_num=0]
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    Epoch 0:  19%|█▊        | 6267/33666 [03:53<17:02, 26.79it/s, loss=4.6, v_num=0]
    Epoch 0:  19%|█▊        | 6267/33666 [03:53<17:02, 26.79it/s, loss=4.6, v_num=0]
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    Epoch 0:  28%|██▊       | 9580/33666 [05:57<14:58, 26.82it/s, loss=4.42, v_num=0]
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    Epoch 0:  38%|███▊      | 12940/33666 [08:01<12:51, 26.87it/s, loss=4.38, v_num=0]
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    Epoch 0:  38%|███▊      | 12942/33666 [08:01<12:51, 26.87it/s, loss=4.41, v_num=0]
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    Epoch 0:  38%|███▊      | 12943/33666 [08:01<12:51, 26.87it/s, loss=4.44, v_num=0]
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    Epoch 0:  38%|███▊      | 12944/33666 [08:01<12:51, 26.87it/s, loss=4.45, v_num=0]
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    Epoch 0:  38%|███▊      | 12945/33666 [08:01<12:51, 26.87it/s, loss=4.46, v_num=0]
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    Epoch 0:  39%|███▊      | 12962/33666 [08:02<12:50, 26.87it/s, loss=4.48, v_num=0]
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    Epoch 0:  39%|███▊      | 12967/33666 [08:02<12:50, 26.87it/s, loss=4.41, v_num=0]
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    Epoch 0:  39%|███▊      | 12968/33666 [08:02<12:50, 26.87it/s, loss=4.41, v_num=0]
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    Epoch 0:  39%|███▊      | 12969/33666 [08:02<12:50, 26.87it/s, loss=4.42, v_num=0]
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    Epoch 0:  39%|███▊      | 12970/33666 [08:02<12:50, 26.87it/s, loss=4.42, v_num=0]
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    Epoch 0:  39%|███▊      | 12971/33666 [08:02<12:50, 26.87it/s, loss=4.38, v_num=0]
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    Epoch 0:  39%|███▊      | 12975/33666 [08:02<12:50, 26.87it/s, loss=4.35, v_num=0]
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    Epoch 0:  39%|███▊      | 12976/33666 [08:02<12:50, 26.87it/s, loss=4.36, v_num=0]
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    Epoch 0:  39%|███▊      | 12977/33666 [08:02<12:49, 26.87it/s, loss=4.37, v_num=0]
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    Epoch 0:  39%|███▊      | 12978/33666 [08:03<12:49, 26.87it/s, loss=4.36, v_num=0]
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    Epoch 0:  39%|███▊      | 12979/33666 [08:03<12:49, 26.87it/s, loss=4.37, v_num=0]
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    Epoch 0:  39%|███▊      | 12980/33666 [08:03<12:49, 26.87it/s, loss=4.36, v_num=0]
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    Epoch 0:  39%|███▊      | 12981/33666 [08:03<12:49, 26.87it/s, loss=4.36, v_num=0]
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    Epoch 0:  39%|███▊      | 12984/33666 [08:03<12:49, 26.87it/s, loss=4.4, v_num=0]
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    Epoch 0:  47%|████▋     | 15986/33666 [09:56<10:59, 26.80it/s, loss=4.42, v_num=0]
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    Epoch 0:  47%|████▋     | 15987/33666 [09:56<10:59, 26.80it/s, loss=4.38, v_num=0]
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    Epoch 0:  47%|████▋     | 15991/33666 [09:56<10:59, 26.80it/s, loss=4.35, v_num=0]
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    Epoch 0:  48%|████▊     | 16040/33666 [09:58<10:57, 26.80it/s, loss=4.19, v_num=0]
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    Epoch 0:  48%|████▊     | 16045/33666 [09:58<10:57, 26.80it/s, loss=4.26, v_num=0]
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    Epoch 0:  48%|████▊     | 16046/33666 [09:58<10:57, 26.80it/s, loss=4.27, v_num=0]
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    Epoch 0:  48%|████▊     | 16047/33666 [09:58<10:57, 26.80it/s, loss=4.34, v_num=0]
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    Epoch 0:  48%|████▊     | 16051/33666 [09:58<10:57, 26.80it/s, loss=4.4, v_num=0] 
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    Epoch 0:  48%|████▊     | 16052/33666 [09:58<10:57, 26.80it/s, loss=4.42, v_num=0]
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    Epoch 0:  48%|████▊     | 16055/33666 [09:58<10:57, 26.80it/s, loss=4.4, v_num=0] 
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    Epoch 0:  48%|████▊     | 16056/33666 [09:59<10:57, 26.80it/s, loss=4.43, v_num=0]
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    Epoch 0:  48%|████▊     | 16061/33666 [09:59<10:56, 26.80it/s, loss=4.43, v_num=0]
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    Epoch 0:  48%|████▊     | 16070/33666 [09:59<10:56, 26.80it/s, loss=4.39, v_num=0]
    Epoch 0:  48%|████▊     | 16071/33666 [09:59<10:56, 26.80it/s, loss=4.39, v_num=0]
    Epoch 0:  48%|████▊     | 16071/33666 [09:59<10:56, 26.80it/s, loss=4.35, v_num=0]
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    Epoch 0:  52%|█████▏    | 17386/33666 [10:48<10:07, 26.82it/s, loss=4.1, v_num=0]
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    Epoch 0:  52%|█████▏    | 17387/33666 [10:48<10:06, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  52%|█████▏    | 17388/33666 [10:48<10:06, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  52%|█████▏    | 17388/33666 [10:48<10:06, 26.82it/s, loss=4.13, v_num=0]
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    Epoch 0:  52%|█████▏    | 17389/33666 [10:48<10:06, 26.82it/s, loss=4.12, v_num=0]
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    Epoch 0:  52%|█████▏    | 17390/33666 [10:48<10:06, 26.82it/s, loss=4.21, v_num=0]
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    Epoch 0:  52%|█████▏    | 17391/33666 [10:48<10:06, 26.82it/s, loss=4.2, v_num=0] 
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    Epoch 0:  52%|█████▏    | 17392/33666 [10:48<10:06, 26.82it/s, loss=4.2, v_num=0]
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    Epoch 0:  52%|█████▏    | 17393/33666 [10:48<10:06, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  52%|█████▏    | 17394/33666 [10:48<10:06, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  52%|█████▏    | 17394/33666 [10:48<10:06, 26.82it/s, loss=4.23, v_num=0]
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    Epoch 0:  52%|█████▏    | 17396/33666 [10:48<10:06, 26.82it/s, loss=4.25, v_num=0]
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    Epoch 0:  52%|█████▏    | 17397/33666 [10:48<10:06, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  52%|█████▏    | 17398/33666 [10:48<10:06, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  52%|█████▏    | 17398/33666 [10:48<10:06, 26.82it/s, loss=4.33, v_num=0]
    Epoch 0:  52%|█████▏    | 17399/33666 [10:48<10:06, 26.82it/s, loss=4.33, v_num=0]
    Epoch 0:  52%|█████▏    | 17399/33666 [10:48<10:06, 26.82it/s, loss=4.31, v_num=0]
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    Epoch 0:  52%|█████▏    | 17400/33666 [10:48<10:06, 26.82it/s, loss=4.31, v_num=0]
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    Epoch 0:  52%|█████▏    | 17401/33666 [10:48<10:06, 26.82it/s, loss=4.33, v_num=0]
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    Epoch 0:  52%|█████▏    | 17405/33666 [10:48<10:06, 26.82it/s, loss=4.37, v_num=0]
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    Epoch 0:  52%|█████▏    | 17406/33666 [10:49<10:06, 26.82it/s, loss=4.36, v_num=0]
    Epoch 0:  52%|█████▏    | 17407/33666 [10:49<10:06, 26.82it/s, loss=4.36, v_num=0]
    Epoch 0:  52%|█████▏    | 17407/33666 [10:49<10:06, 26.82it/s, loss=4.37, v_num=0]
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    Epoch 0:  52%|█████▏    | 17408/33666 [10:49<10:06, 26.82it/s, loss=4.3, v_num=0] 
    Epoch 0:  52%|█████▏    | 17409/33666 [10:49<10:06, 26.82it/s, loss=4.3, v_num=0]
    Epoch 0:  52%|█████▏    | 17409/33666 [10:49<10:06, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  52%|█████▏    | 17410/33666 [10:49<10:06, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  52%|█████▏    | 17410/33666 [10:49<10:06, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  52%|█████▏    | 17411/33666 [10:49<10:06, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  52%|█████▏    | 17411/33666 [10:49<10:06, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  52%|█████▏    | 17412/33666 [10:49<10:06, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  52%|█████▏    | 17412/33666 [10:49<10:06, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  52%|█████▏    | 17413/33666 [10:49<10:06, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  52%|█████▏    | 17413/33666 [10:49<10:06, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  52%|█████▏    | 17414/33666 [10:49<10:05, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  52%|█████▏    | 17414/33666 [10:49<10:05, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  52%|█████▏    | 17415/33666 [10:49<10:05, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  52%|█████▏    | 17415/33666 [10:49<10:05, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  52%|█████▏    | 17416/33666 [10:49<10:05, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  52%|█████▏    | 17416/33666 [10:49<10:05, 26.82it/s, loss=4.37, v_num=0]
    Epoch 0:  52%|█████▏    | 17417/33666 [10:49<10:05, 26.82it/s, loss=4.37, v_num=0]
    Epoch 0:  52%|█████▏    | 17417/33666 [10:49<10:05, 26.82it/s, loss=4.35, v_num=0]
    Epoch 0:  52%|█████▏    | 17418/33666 [10:49<10:05, 26.82it/s, loss=4.35, v_num=0]
    Epoch 0:  52%|█████▏    | 17418/33666 [10:49<10:05, 26.82it/s, loss=4.36, v_num=0]
    Epoch 0:  52%|█████▏    | 17419/33666 [10:49<10:05, 26.82it/s, loss=4.36, v_num=0]
    Epoch 0:  52%|█████▏    | 17419/33666 [10:49<10:05, 26.82it/s, loss=4.36, v_num=0]
    Epoch 0:  52%|█████▏    | 17420/33666 [10:49<10:05, 26.82it/s, loss=4.36, v_num=0]
    Epoch 0:  52%|█████▏    | 17420/33666 [10:49<10:05, 26.82it/s, loss=4.32, v_num=0]
    Epoch 0:  52%|█████▏    | 17421/33666 [10:49<10:05, 26.82it/s, loss=4.32, v_num=0]
    Epoch 0:  52%|█████▏    | 17421/33666 [10:49<10:05, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  52%|█████▏    | 17422/33666 [10:49<10:05, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  52%|█████▏    | 17422/33666 [10:49<10:05, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  52%|█████▏    | 17423/33666 [10:49<10:05, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  52%|█████▏    | 17423/33666 [10:49<10:05, 26.82it/s, loss=4.27, v_num=0]
    Epoch 0:  52%|█████▏    | 17424/33666 [10:49<10:05, 26.82it/s, loss=4.27, v_num=0]
    Epoch 0:  52%|█████▏    | 17424/33666 [10:49<10:05, 26.82it/s, loss=4.27, v_num=0]
    Epoch 0:  52%|█████▏    | 17425/33666 [10:49<10:05, 26.82it/s, loss=4.27, v_num=0]
    Epoch 0:  52%|█████▏    | 17425/33666 [10:49<10:05, 26.82it/s, loss=4.27, v_num=0]
    Epoch 0:  52%|█████▏    | 17426/33666 [10:49<10:05, 26.82it/s, loss=4.27, v_num=0]
    Epoch 0:  52%|█████▏    | 17426/33666 [10:49<10:05, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  52%|█████▏    | 17427/33666 [10:49<10:05, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  52%|█████▏    | 17427/33666 [10:49<10:05, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  52%|█████▏    | 17428/33666 [10:49<10:05, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  52%|█████▏    | 17428/33666 [10:49<10:05, 26.82it/s, loss=4.3, v_num=0] 
    Epoch 0:  52%|█████▏    | 17429/33666 [10:49<10:05, 26.82it/s, loss=4.3, v_num=0]
    Epoch 0:  52%|█████▏    | 17429/33666 [10:49<10:05, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  52%|█████▏    | 17430/33666 [10:49<10:05, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  52%|█████▏    | 17430/33666 [10:49<10:05, 26.82it/s, loss=4.3, v_num=0] 
    Epoch 0:  52%|█████▏    | 17431/33666 [10:49<10:05, 26.82it/s, loss=4.3, v_num=0]
    Epoch 0:  52%|█████▏    | 17431/33666 [10:49<10:05, 26.82it/s, loss=4.3, v_num=0]
    Epoch 0:  52%|█████▏    | 17432/33666 [10:49<10:05, 26.82it/s, loss=4.3, v_num=0]
    Epoch 0:  52%|█████▏    | 17432/33666 [10:49<10:05, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  52%|█████▏    | 17433/33666 [10:50<10:05, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  52%|█████▏    | 17433/33666 [10:50<10:05, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  52%|█████▏    | 17434/33666 [10:50<10:05, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  52%|█████▏    | 17434/33666 [10:50<10:05, 26.82it/s, loss=4.27, v_num=0]
    Epoch 0:  52%|█████▏    | 17435/33666 [10:50<10:05, 26.82it/s, loss=4.27, v_num=0]
    Epoch 0:  52%|█████▏    | 17435/33666 [10:50<10:05, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  52%|█████▏    | 17436/33666 [10:50<10:05, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  52%|█████▏    | 17436/33666 [10:50<10:05, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  52%|█████▏    | 17437/33666 [10:50<10:05, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  52%|█████▏    | 17437/33666 [10:50<10:05, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  52%|█████▏    | 17438/33666 [10:50<10:05, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  52%|█████▏    | 17438/33666 [10:50<10:05, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  52%|█████▏    | 17439/33666 [10:50<10:05, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  52%|█████▏    | 17439/33666 [10:50<10:05, 26.82it/s, loss=4.21, v_num=0]
    Epoch 0:  52%|█████▏    | 17440/33666 [10:50<10:05, 26.82it/s, loss=4.21, v_num=0]
    Epoch 0:  52%|█████▏    | 17440/33666 [10:50<10:05, 26.82it/s, loss=4.22, v_num=0]
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    Epoch 0:  52%|█████▏    | 17441/33666 [10:50<10:04, 26.82it/s, loss=4.2, v_num=0] 
    Epoch 0:  52%|█████▏    | 17442/33666 [10:50<10:04, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  52%|█████▏    | 17442/33666 [10:50<10:04, 26.82it/s, loss=4.21, v_num=0]
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    Epoch 0:  52%|█████▏    | 17444/33666 [10:50<10:04, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  52%|█████▏    | 17444/33666 [10:50<10:04, 26.82it/s, loss=4.21, v_num=0]
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    Epoch 0:  52%|█████▏    | 17445/33666 [10:50<10:04, 26.82it/s, loss=4.2, v_num=0] 
    Epoch 0:  52%|█████▏    | 17446/33666 [10:50<10:04, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  52%|█████▏    | 17446/33666 [10:50<10:04, 26.82it/s, loss=4.21, v_num=0]
    Epoch 0:  52%|█████▏    | 17447/33666 [10:50<10:04, 26.82it/s, loss=4.21, v_num=0]
    Epoch 0:  52%|█████▏    | 17447/33666 [10:50<10:04, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  52%|█████▏    | 17448/33666 [10:50<10:04, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  52%|█████▏    | 17448/33666 [10:50<10:04, 26.82it/s, loss=4.16, v_num=0]
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    Epoch 0:  52%|█████▏    | 17511/33666 [10:52<10:02, 26.82it/s, loss=4.35, v_num=0]
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    Epoch 0:  52%|█████▏    | 17514/33666 [10:52<10:02, 26.82it/s, loss=4.3, v_num=0]
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    Epoch 0:  52%|█████▏    | 17665/33666 [10:58<09:56, 26.83it/s, loss=4.29, v_num=0]
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    Epoch 0:  53%|█████▎    | 17712/33666 [10:59<09:54, 26.84it/s, loss=4.34, v_num=0]
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    Epoch 0:  53%|█████▎    | 17719/33666 [11:00<09:54, 26.84it/s, loss=4.29, v_num=0]
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    Epoch 0:  53%|█████▎    | 17720/33666 [11:00<09:54, 26.84it/s, loss=4.32, v_num=0]
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    Epoch 0:  53%|█████▎    | 17721/33666 [11:00<09:54, 26.84it/s, loss=4.34, v_num=0]
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    Epoch 0:  53%|█████▎    | 17723/33666 [11:00<09:54, 26.84it/s, loss=4.32, v_num=0]
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    Epoch 0:  53%|█████▎    | 17724/33666 [11:00<09:53, 26.84it/s, loss=4.31, v_num=0]
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    Epoch 0:  53%|█████▎    | 17728/33666 [11:00<09:53, 26.84it/s, loss=4.32, v_num=0]
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    Epoch 0:  53%|█████▎    | 17729/33666 [11:00<09:53, 26.84it/s, loss=4.29, v_num=0]
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    Epoch 0:  53%|█████▎    | 17732/33666 [11:00<09:53, 26.84it/s, loss=4.28, v_num=0]
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    Epoch 0:  53%|█████▎    | 17741/33666 [11:00<09:53, 26.84it/s, loss=4.2, v_num=0] 
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    Epoch 0:  53%|█████▎    | 17743/33666 [11:01<09:53, 26.84it/s, loss=4.19, v_num=0]
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    Epoch 0:  53%|█████▎    | 17745/33666 [11:01<09:53, 26.84it/s, loss=4.14, v_num=0]
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    Epoch 0:  53%|█████▎    | 17752/33666 [11:01<09:52, 26.84it/s, loss=4.1, v_num=0]
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    Epoch 0:  53%|█████▎    | 17757/33666 [11:01<09:52, 26.84it/s, loss=4.3, v_num=0]
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    Epoch 0:  53%|█████▎    | 17760/33666 [11:01<09:52, 26.84it/s, loss=4.26, v_num=0]
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    Epoch 0:  53%|█████▎    | 17761/33666 [11:01<09:52, 26.84it/s, loss=4.25, v_num=0]
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    Epoch 0:  53%|█████▎    | 17764/33666 [11:01<09:52, 26.84it/s, loss=4.29, v_num=0]
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    Epoch 0:  53%|█████▎    | 17780/33666 [11:02<09:51, 26.85it/s, loss=4.07, v_num=0]
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    Epoch 0:  53%|█████▎    | 17786/33666 [11:02<09:51, 26.85it/s, loss=4.07, v_num=0]
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    Epoch 0:  53%|█████▎    | 17787/33666 [11:02<09:51, 26.85it/s, loss=4.1, v_num=0] 
    Epoch 0:  53%|█████▎    | 17788/33666 [11:02<09:51, 26.85it/s, loss=4.1, v_num=0]
    Epoch 0:  53%|█████▎    | 17788/33666 [11:02<09:51, 26.85it/s, loss=4.13, v_num=0]
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    Epoch 0:  53%|█████▎    | 17789/33666 [11:02<09:51, 26.85it/s, loss=4.17, v_num=0]
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    Epoch 0:  53%|█████▎    | 17792/33666 [11:02<09:51, 26.85it/s, loss=4.15, v_num=0]
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    Epoch 0:  53%|█████▎    | 17793/33666 [11:02<09:51, 26.85it/s, loss=4.15, v_num=0]
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    Epoch 0:  53%|█████▎    | 17794/33666 [11:02<09:51, 26.85it/s, loss=4.17, v_num=0]
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    Epoch 0:  53%|█████▎    | 17797/33666 [11:02<09:51, 26.85it/s, loss=4.2, v_num=0]
    Epoch 0:  53%|█████▎    | 17797/33666 [11:02<09:51, 26.85it/s, loss=4.23, v_num=0]
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    Epoch 0:  53%|█████▎    | 17801/33666 [11:02<09:50, 26.85it/s, loss=4.22, v_num=0]
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    Epoch 0:  53%|█████▎    | 17802/33666 [11:03<09:50, 26.85it/s, loss=4.25, v_num=0]
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    Epoch 0:  53%|█████▎    | 17805/33666 [11:03<09:50, 26.85it/s, loss=4.36, v_num=0]
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    Epoch 0:  53%|█████▎    | 17806/33666 [11:03<09:50, 26.85it/s, loss=4.39, v_num=0]
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    Epoch 0:  53%|█████▎    | 17807/33666 [11:03<09:50, 26.85it/s, loss=4.39, v_num=0]
    Epoch 0:  53%|█████▎    | 17808/33666 [11:03<09:50, 26.85it/s, loss=4.39, v_num=0]
    Epoch 0:  53%|█████▎    | 17808/33666 [11:03<09:50, 26.85it/s, loss=4.39, v_num=0]
    Epoch 0:  53%|█████▎    | 17809/33666 [11:03<09:50, 26.85it/s, loss=4.39, v_num=0]
    Epoch 0:  53%|█████▎    | 17809/33666 [11:03<09:50, 26.85it/s, loss=4.39, v_num=0]
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    Epoch 0:  53%|█████▎    | 17810/33666 [11:03<09:50, 26.85it/s, loss=4.39, v_num=0]
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    Epoch 0:  53%|█████▎    | 17811/33666 [11:03<09:50, 26.85it/s, loss=4.37, v_num=0]
    Epoch 0:  53%|█████▎    | 17812/33666 [11:03<09:50, 26.85it/s, loss=4.37, v_num=0]
    Epoch 0:  53%|█████▎    | 17812/33666 [11:03<09:50, 26.85it/s, loss=4.39, v_num=0]
    Epoch 0:  53%|█████▎    | 17813/33666 [11:03<09:50, 26.85it/s, loss=4.39, v_num=0]
    Epoch 0:  53%|█████▎    | 17813/33666 [11:03<09:50, 26.85it/s, loss=4.39, v_num=0]
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    Epoch 0:  53%|█████▎    | 17814/33666 [11:03<09:50, 26.85it/s, loss=4.37, v_num=0]
    Epoch 0:  53%|█████▎    | 17815/33666 [11:03<09:50, 26.85it/s, loss=4.37, v_num=0]
    Epoch 0:  53%|█████▎    | 17815/33666 [11:03<09:50, 26.85it/s, loss=4.36, v_num=0]
    Epoch 0:  53%|█████▎    | 17816/33666 [11:03<09:50, 26.85it/s, loss=4.36, v_num=0]
    Epoch 0:  53%|█████▎    | 17816/33666 [11:03<09:50, 26.85it/s, loss=4.37, v_num=0]
    Epoch 0:  53%|█████▎    | 17817/33666 [11:03<09:50, 26.85it/s, loss=4.37, v_num=0]
    Epoch 0:  53%|█████▎    | 17817/33666 [11:03<09:50, 26.85it/s, loss=4.36, v_num=0]
    Epoch 0:  53%|█████▎    | 17818/33666 [11:03<09:50, 26.85it/s, loss=4.36, v_num=0]
    Epoch 0:  53%|█████▎    | 17818/33666 [11:03<09:50, 26.85it/s, loss=4.39, v_num=0]
    Epoch 0:  53%|█████▎    | 17819/33666 [11:03<09:50, 26.85it/s, loss=4.39, v_num=0]
    Epoch 0:  53%|█████▎    | 17819/33666 [11:03<09:50, 26.85it/s, loss=4.43, v_num=0]
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    Epoch 0:  53%|█████▎    | 17820/33666 [11:03<09:50, 26.85it/s, loss=4.48, v_num=0]
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    Epoch 0:  53%|█████▎    | 17821/33666 [11:03<09:50, 26.85it/s, loss=4.45, v_num=0]
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    Epoch 0:  53%|█████▎    | 17823/33666 [11:03<09:50, 26.85it/s, loss=4.42, v_num=0]
    Epoch 0:  53%|█████▎    | 17823/33666 [11:03<09:50, 26.85it/s, loss=4.29, v_num=0]
    Epoch 0:  53%|█████▎    | 17824/33666 [11:03<09:50, 26.85it/s, loss=4.29, v_num=0]
    Epoch 0:  53%|█████▎    | 17824/33666 [11:03<09:50, 26.85it/s, loss=4.26, v_num=0]
    Epoch 0:  53%|█████▎    | 17825/33666 [11:03<09:50, 26.85it/s, loss=4.26, v_num=0]
    Epoch 0:  53%|█████▎    | 17825/33666 [11:03<09:50, 26.85it/s, loss=4.24, v_num=0]
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    Epoch 0:  53%|█████▎    | 17826/33666 [11:03<09:49, 26.85it/s, loss=4.24, v_num=0]
    Epoch 0:  53%|█████▎    | 17827/33666 [11:03<09:49, 26.85it/s, loss=4.24, v_num=0]
    Epoch 0:  53%|█████▎    | 17827/33666 [11:03<09:49, 26.85it/s, loss=4.23, v_num=0]
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    Epoch 0:  53%|█████▎    | 17828/33666 [11:04<09:49, 26.85it/s, loss=4.2, v_num=0] 
    Epoch 0:  53%|█████▎    | 17829/33666 [11:04<09:49, 26.85it/s, loss=4.2, v_num=0]
    Epoch 0:  53%|█████▎    | 17829/33666 [11:04<09:49, 26.85it/s, loss=4.2, v_num=0]
    Epoch 0:  53%|█████▎    | 17830/33666 [11:04<09:49, 26.85it/s, loss=4.2, v_num=0]
    Epoch 0:  53%|█████▎    | 17830/33666 [11:04<09:49, 26.85it/s, loss=4.23, v_num=0]
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    Epoch 0:  53%|█████▎    | 17831/33666 [11:04<09:49, 26.85it/s, loss=4.25, v_num=0]
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    Epoch 0:  53%|█████▎    | 17832/33666 [11:04<09:49, 26.85it/s, loss=4.2, v_num=0] 
    Epoch 0:  53%|█████▎    | 17833/33666 [11:04<09:49, 26.85it/s, loss=4.2, v_num=0]
    Epoch 0:  53%|█████▎    | 17833/33666 [11:04<09:49, 26.85it/s, loss=4.19, v_num=0]
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    Epoch 0:  53%|█████▎    | 17834/33666 [11:04<09:49, 26.85it/s, loss=4.19, v_num=0]
    Epoch 0:  53%|█████▎    | 17835/33666 [11:04<09:49, 26.85it/s, loss=4.19, v_num=0]
    Epoch 0:  53%|█████▎    | 17835/33666 [11:04<09:49, 26.85it/s, loss=4.17, v_num=0]
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    Epoch 0:  53%|█████▎    | 17836/33666 [11:04<09:49, 26.85it/s, loss=4.18, v_num=0]
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    Epoch 0:  53%|█████▎    | 17838/33666 [11:04<09:49, 26.85it/s, loss=4.2, v_num=0] 
    Epoch 0:  53%|█████▎    | 17839/33666 [11:04<09:49, 26.85it/s, loss=4.2, v_num=0]
    Epoch 0:  53%|█████▎    | 17839/33666 [11:04<09:49, 26.85it/s, loss=4.17, v_num=0]
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    Epoch 0:  53%|█████▎    | 17840/33666 [11:04<09:49, 26.85it/s, loss=4.17, v_num=0]
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    Epoch 0:  53%|█████▎    | 17894/33666 [11:06<09:47, 26.85it/s, loss=4.2, v_num=0]
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    Epoch 0:  53%|█████▎    | 17902/33666 [11:06<09:47, 26.85it/s, loss=4.29, v_num=0]
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    Epoch 0:  53%|█████▎    | 17935/33666 [11:08<09:45, 26.85it/s, loss=4.28, v_num=0]
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    Epoch 0:  53%|█████▎    | 17936/33666 [11:08<09:45, 26.85it/s, loss=4.31, v_num=0]
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    Epoch 0:  53%|█████▎    | 17941/33666 [11:08<09:45, 26.84it/s, loss=4.33, v_num=0]
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    Epoch 0:  53%|█████▎    | 17947/33666 [11:08<09:45, 26.84it/s, loss=4.35, v_num=0]
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    Epoch 0:  53%|█████▎    | 17948/33666 [11:08<09:45, 26.84it/s, loss=4.29, v_num=0]
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    Epoch 0:  53%|█████▎    | 17950/33666 [11:08<09:45, 26.84it/s, loss=4.28, v_num=0]
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    Epoch 0:  53%|█████▎    | 17951/33666 [11:08<09:45, 26.84it/s, loss=4.31, v_num=0]
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    Epoch 0:  53%|█████▎    | 17952/33666 [11:08<09:45, 26.84it/s, loss=4.33, v_num=0]
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    Epoch 0:  53%|█████▎    | 17953/33666 [11:08<09:45, 26.84it/s, loss=4.32, v_num=0]
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    Epoch 0:  53%|█████▎    | 17960/33666 [11:09<09:45, 26.84it/s, loss=4.24, v_num=0]
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    Epoch 0:  53%|█████▎    | 17961/33666 [11:09<09:45, 26.84it/s, loss=4.29, v_num=0]
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    Epoch 0:  53%|█████▎    | 17962/33666 [11:09<09:44, 26.84it/s, loss=4.32, v_num=0]
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    Epoch 0:  53%|█████▎    | 17963/33666 [11:09<09:44, 26.84it/s, loss=4.24, v_num=0]
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    Epoch 0:  53%|█████▎    | 17964/33666 [11:09<09:44, 26.84it/s, loss=4.25, v_num=0]
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    Epoch 0:  53%|█████▎    | 17965/33666 [11:09<09:44, 26.84it/s, loss=4.27, v_num=0]
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    Epoch 0:  53%|█████▎    | 17966/33666 [11:09<09:44, 26.84it/s, loss=4.26, v_num=0]
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    Epoch 0:  53%|█████▎    | 17967/33666 [11:09<09:44, 26.84it/s, loss=4.25, v_num=0]
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    Epoch 0:  53%|█████▎    | 17968/33666 [11:09<09:44, 26.84it/s, loss=4.31, v_num=0]
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    Epoch 0:  53%|█████▎    | 17969/33666 [11:09<09:44, 26.84it/s, loss=4.3, v_num=0] 
    Epoch 0:  53%|█████▎    | 17970/33666 [11:09<09:44, 26.84it/s, loss=4.3, v_num=0]
    Epoch 0:  53%|█████▎    | 17970/33666 [11:09<09:44, 26.84it/s, loss=4.33, v_num=0]
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    Epoch 0:  53%|█████▎    | 17971/33666 [11:09<09:44, 26.84it/s, loss=4.32, v_num=0]
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    Epoch 0:  53%|█████▎    | 17972/33666 [11:09<09:44, 26.84it/s, loss=4.27, v_num=0]
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    Epoch 0:  53%|█████▎    | 17973/33666 [11:09<09:44, 26.84it/s, loss=4.26, v_num=0]
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    Epoch 0:  53%|█████▎    | 17974/33666 [11:09<09:44, 26.84it/s, loss=4.25, v_num=0]
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    Epoch 0:  53%|█████▎    | 17975/33666 [11:09<09:44, 26.84it/s, loss=4.24, v_num=0]
    Epoch 0:  53%|█████▎    | 17976/33666 [11:09<09:44, 26.84it/s, loss=4.24, v_num=0]
    Epoch 0:  53%|█████▎    | 17976/33666 [11:09<09:44, 26.84it/s, loss=4.24, v_num=0]
    Epoch 0:  53%|█████▎    | 17977/33666 [11:09<09:44, 26.84it/s, loss=4.24, v_num=0]
    Epoch 0:  53%|█████▎    | 17977/33666 [11:09<09:44, 26.84it/s, loss=4.26, v_num=0]
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    Epoch 0:  53%|█████▎    | 17978/33666 [11:09<09:44, 26.84it/s, loss=4.25, v_num=0]
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    Epoch 0:  53%|█████▎    | 17979/33666 [11:09<09:44, 26.84it/s, loss=4.28, v_num=0]
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    Epoch 0:  53%|█████▎    | 17980/33666 [11:09<09:44, 26.84it/s, loss=4.27, v_num=0]
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    Epoch 0:  53%|█████▎    | 17981/33666 [11:09<09:44, 26.84it/s, loss=4.22, v_num=0]
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    Epoch 0:  53%|█████▎    | 17982/33666 [11:09<09:44, 26.84it/s, loss=4.16, v_num=0]
    Epoch 0:  53%|█████▎    | 17983/33666 [11:09<09:44, 26.84it/s, loss=4.16, v_num=0]
    Epoch 0:  53%|█████▎    | 17983/33666 [11:09<09:44, 26.84it/s, loss=4.22, v_num=0]
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    Epoch 0:  53%|█████▎    | 17984/33666 [11:09<09:44, 26.84it/s, loss=4.25, v_num=0]
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    Epoch 0:  53%|█████▎    | 17985/33666 [11:10<09:44, 26.84it/s, loss=4.26, v_num=0]
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    Epoch 0:  53%|█████▎    | 17986/33666 [11:10<09:44, 26.84it/s, loss=4.3, v_num=0] 
    Epoch 0:  53%|█████▎    | 17987/33666 [11:10<09:44, 26.84it/s, loss=4.3, v_num=0]
    Epoch 0:  53%|█████▎    | 17987/33666 [11:10<09:44, 26.84it/s, loss=4.29, v_num=0]
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    Epoch 0:  53%|█████▎    | 17988/33666 [11:10<09:44, 26.84it/s, loss=4.3, v_num=0] 
    Epoch 0:  53%|█████▎    | 17989/33666 [11:10<09:44, 26.84it/s, loss=4.3, v_num=0]
    Epoch 0:  53%|█████▎    | 17989/33666 [11:10<09:44, 26.84it/s, loss=4.28, v_num=0]
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    Epoch 0:  53%|█████▎    | 17990/33666 [11:10<09:44, 26.84it/s, loss=4.3, v_num=0] 
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    Epoch 0:  54%|█████▎    | 18023/33666 [11:11<09:42, 26.84it/s, loss=4.31, v_num=0]
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    Epoch 0:  54%|█████▎    | 18024/33666 [11:11<09:42, 26.84it/s, loss=4.33, v_num=0]
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    Epoch 0:  54%|█████▎    | 18026/33666 [11:11<09:42, 26.84it/s, loss=4.26, v_num=0]
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    Epoch 0:  54%|█████▎    | 18029/33666 [11:11<09:42, 26.84it/s, loss=4.11, v_num=0]
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    Epoch 0:  54%|█████▎    | 18039/33666 [11:12<09:42, 26.84it/s, loss=4.28, v_num=0]
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    Epoch 0:  54%|█████▎    | 18040/33666 [11:12<09:42, 26.84it/s, loss=4.29, v_num=0]
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    Epoch 0:  54%|█████▎    | 18041/33666 [11:12<09:42, 26.84it/s, loss=4.31, v_num=0]
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    Epoch 0:  54%|█████▎    | 18042/33666 [11:12<09:42, 26.84it/s, loss=4.3, v_num=0] 
    Epoch 0:  54%|█████▎    | 18043/33666 [11:12<09:42, 26.84it/s, loss=4.3, v_num=0]
    Epoch 0:  54%|█████▎    | 18043/33666 [11:12<09:42, 26.84it/s, loss=4.29, v_num=0]
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    Epoch 0:  54%|█████▎    | 18044/33666 [11:12<09:42, 26.84it/s, loss=4.28, v_num=0]
    Epoch 0:  54%|█████▎    | 18045/33666 [11:12<09:42, 26.84it/s, loss=4.28, v_num=0]
    Epoch 0:  54%|█████▎    | 18045/33666 [11:12<09:42, 26.84it/s, loss=4.32, v_num=0]
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    Epoch 0:  54%|█████▎    | 18046/33666 [11:12<09:42, 26.84it/s, loss=4.3, v_num=0] 
    Epoch 0:  54%|█████▎    | 18047/33666 [11:12<09:41, 26.84it/s, loss=4.3, v_num=0]
    Epoch 0:  54%|█████▎    | 18047/33666 [11:12<09:41, 26.84it/s, loss=4.3, v_num=0]
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    Epoch 0:  54%|█████▎    | 18062/33666 [11:13<09:41, 26.84it/s, loss=4.11, v_num=0]
    Epoch 0:  54%|█████▎    | 18063/33666 [11:13<09:41, 26.84it/s, loss=4.11, v_num=0]
    Epoch 0:  54%|█████▎    | 18063/33666 [11:13<09:41, 26.84it/s, loss=4.12, v_num=0]
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    Epoch 0:  54%|█████▎    | 18064/33666 [11:13<09:41, 26.84it/s, loss=4.16, v_num=0]
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    Epoch 0:  54%|█████▎    | 18065/33666 [11:13<09:41, 26.84it/s, loss=4.13, v_num=0]
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    Epoch 0:  54%|█████▎    | 18067/33666 [11:13<09:41, 26.84it/s, loss=4.16, v_num=0]
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    Epoch 0:  54%|█████▎    | 18068/33666 [11:13<09:41, 26.84it/s, loss=4.15, v_num=0]
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    Epoch 0:  54%|█████▎    | 18069/33666 [11:13<09:41, 26.84it/s, loss=4.16, v_num=0]
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    Epoch 0:  54%|█████▎    | 18070/33666 [11:13<09:41, 26.83it/s, loss=4.16, v_num=0]
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    Epoch 0:  54%|█████▎    | 18071/33666 [11:13<09:41, 26.84it/s, loss=4.15, v_num=0]
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    Epoch 0:  54%|█████▎    | 18073/33666 [11:13<09:41, 26.83it/s, loss=4.2, v_num=0]
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    Epoch 0:  54%|█████▎    | 18080/33666 [11:13<09:40, 26.83it/s, loss=4.27, v_num=0]
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    Epoch 0:  54%|█████▍    | 18140/33666 [11:16<09:38, 26.83it/s, loss=4.3, v_num=0]
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    Epoch 0:  55%|█████▍    | 18398/33666 [11:25<09:29, 26.83it/s, loss=4.35, v_num=0]
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    Epoch 0:  55%|█████▍    | 18400/33666 [11:25<09:29, 26.83it/s, loss=4.34, v_num=0]
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    Epoch 0:  55%|█████▍    | 18401/33666 [11:25<09:28, 26.83it/s, loss=4.33, v_num=0]
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    Epoch 0:  55%|█████▍    | 18402/33666 [11:25<09:28, 26.83it/s, loss=4.33, v_num=0]
    Epoch 0:  55%|█████▍    | 18403/33666 [11:25<09:28, 26.83it/s, loss=4.33, v_num=0]
    Epoch 0:  55%|█████▍    | 18403/33666 [11:25<09:28, 26.83it/s, loss=4.36, v_num=0]
    Epoch 0:  55%|█████▍    | 18404/33666 [11:26<09:28, 26.83it/s, loss=4.36, v_num=0]
    Epoch 0:  55%|█████▍    | 18404/33666 [11:26<09:28, 26.83it/s, loss=4.38, v_num=0]
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    Epoch 0:  55%|█████▍    | 18405/33666 [11:26<09:28, 26.83it/s, loss=4.36, v_num=0]
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    Epoch 0:  55%|█████▍    | 18406/33666 [11:26<09:28, 26.83it/s, loss=4.3, v_num=0] 
    Epoch 0:  55%|█████▍    | 18407/33666 [11:26<09:28, 26.83it/s, loss=4.3, v_num=0]
    Epoch 0:  55%|█████▍    | 18407/33666 [11:26<09:28, 26.83it/s, loss=4.29, v_num=0]
    Epoch 0:  55%|█████▍    | 18408/33666 [11:26<09:28, 26.83it/s, loss=4.29, v_num=0]
    Epoch 0:  55%|█████▍    | 18408/33666 [11:26<09:28, 26.83it/s, loss=4.31, v_num=0]
    Epoch 0:  55%|█████▍    | 18409/33666 [11:26<09:28, 26.83it/s, loss=4.31, v_num=0]
    Epoch 0:  55%|█████▍    | 18409/33666 [11:26<09:28, 26.83it/s, loss=4.3, v_num=0] 
    Epoch 0:  55%|█████▍    | 18410/33666 [11:26<09:28, 26.83it/s, loss=4.3, v_num=0]
    Epoch 0:  55%|█████▍    | 18410/33666 [11:26<09:28, 26.83it/s, loss=4.25, v_num=0]
    Epoch 0:  55%|█████▍    | 18411/33666 [11:26<09:28, 26.83it/s, loss=4.25, v_num=0]
    Epoch 0:  55%|█████▍    | 18411/33666 [11:26<09:28, 26.83it/s, loss=4.27, v_num=0]
    Epoch 0:  55%|█████▍    | 18412/33666 [11:26<09:28, 26.83it/s, loss=4.27, v_num=0]
    Epoch 0:  55%|█████▍    | 18412/33666 [11:26<09:28, 26.83it/s, loss=4.26, v_num=0]
    Epoch 0:  55%|█████▍    | 18413/33666 [11:26<09:28, 26.83it/s, loss=4.26, v_num=0]
    Epoch 0:  55%|█████▍    | 18413/33666 [11:26<09:28, 26.83it/s, loss=4.24, v_num=0]
    Epoch 0:  55%|█████▍    | 18414/33666 [11:26<09:28, 26.83it/s, loss=4.24, v_num=0]
    Epoch 0:  55%|█████▍    | 18414/33666 [11:26<09:28, 26.83it/s, loss=4.22, v_num=0]
    Epoch 0:  55%|█████▍    | 18415/33666 [11:26<09:28, 26.83it/s, loss=4.22, v_num=0]
    Epoch 0:  55%|█████▍    | 18415/33666 [11:26<09:28, 26.83it/s, loss=4.26, v_num=0]
    Epoch 0:  55%|█████▍    | 18416/33666 [11:26<09:28, 26.83it/s, loss=4.26, v_num=0]
    Epoch 0:  55%|█████▍    | 18416/33666 [11:26<09:28, 26.83it/s, loss=4.21, v_num=0]
    Epoch 0:  55%|█████▍    | 18417/33666 [11:26<09:28, 26.83it/s, loss=4.21, v_num=0]
    Epoch 0:  55%|█████▍    | 18417/33666 [11:26<09:28, 26.83it/s, loss=4.16, v_num=0]
    Epoch 0:  55%|█████▍    | 18418/33666 [11:26<09:28, 26.83it/s, loss=4.16, v_num=0]
    Epoch 0:  55%|█████▍    | 18418/33666 [11:26<09:28, 26.83it/s, loss=4.16, v_num=0]
    Epoch 0:  55%|█████▍    | 18419/33666 [11:26<09:28, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  55%|█████▍    | 18419/33666 [11:26<09:28, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  55%|█████▍    | 18420/33666 [11:26<09:28, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  55%|█████▍    | 18420/33666 [11:26<09:28, 26.82it/s, loss=4.1, v_num=0] 
    Epoch 0:  55%|█████▍    | 18421/33666 [11:26<09:28, 26.82it/s, loss=4.1, v_num=0]
    Epoch 0:  55%|█████▍    | 18421/33666 [11:26<09:28, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  55%|█████▍    | 18422/33666 [11:26<09:28, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  55%|█████▍    | 18422/33666 [11:26<09:28, 26.82it/s, loss=4.13, v_num=0]
    Epoch 0:  55%|█████▍    | 18423/33666 [11:26<09:28, 26.82it/s, loss=4.13, v_num=0]
    Epoch 0:  55%|█████▍    | 18423/33666 [11:26<09:28, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  55%|█████▍    | 18424/33666 [11:26<09:28, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  55%|█████▍    | 18424/33666 [11:26<09:28, 26.82it/s, loss=4.13, v_num=0]
    Epoch 0:  55%|█████▍    | 18425/33666 [11:26<09:28, 26.82it/s, loss=4.13, v_num=0]
    Epoch 0:  55%|█████▍    | 18425/33666 [11:26<09:28, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  55%|█████▍    | 18426/33666 [11:26<09:28, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  55%|█████▍    | 18426/33666 [11:26<09:28, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  55%|█████▍    | 18427/33666 [11:26<09:28, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  55%|█████▍    | 18427/33666 [11:26<09:28, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  55%|█████▍    | 18428/33666 [11:27<09:28, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  55%|█████▍    | 18428/33666 [11:27<09:28, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  55%|█████▍    | 18429/33666 [11:27<09:28, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  55%|█████▍    | 18429/33666 [11:27<09:28, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  55%|█████▍    | 18430/33666 [11:27<09:28, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  55%|█████▍    | 18430/33666 [11:27<09:28, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  55%|█████▍    | 18431/33666 [11:27<09:27, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  55%|█████▍    | 18431/33666 [11:27<09:27, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  55%|█████▍    | 18432/33666 [11:27<09:27, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  55%|█████▍    | 18432/33666 [11:27<09:27, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  55%|█████▍    | 18433/33666 [11:27<09:27, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  55%|█████▍    | 18433/33666 [11:27<09:27, 26.82it/s, loss=4.21, v_num=0]
    Epoch 0:  55%|█████▍    | 18434/33666 [11:27<09:27, 26.82it/s, loss=4.21, v_num=0]
    Epoch 0:  55%|█████▍    | 18434/33666 [11:27<09:27, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  55%|█████▍    | 18435/33666 [11:27<09:27, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  55%|█████▍    | 18435/33666 [11:27<09:27, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  55%|█████▍    | 18436/33666 [11:27<09:27, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  55%|█████▍    | 18436/33666 [11:27<09:27, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  55%|█████▍    | 18437/33666 [11:27<09:27, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  55%|█████▍    | 18437/33666 [11:27<09:27, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  55%|█████▍    | 18438/33666 [11:27<09:27, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  55%|█████▍    | 18438/33666 [11:27<09:27, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  55%|█████▍    | 18439/33666 [11:27<09:27, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  55%|█████▍    | 18439/33666 [11:27<09:27, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  55%|█████▍    | 18440/33666 [11:27<09:27, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  55%|█████▍    | 18440/33666 [11:27<09:27, 26.82it/s, loss=4.2, v_num=0] 
    Epoch 0:  55%|█████▍    | 18441/33666 [11:27<09:27, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  55%|█████▍    | 18441/33666 [11:27<09:27, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  55%|█████▍    | 18442/33666 [11:27<09:27, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  55%|█████▍    | 18442/33666 [11:27<09:27, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  55%|█████▍    | 18443/33666 [11:27<09:27, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  55%|█████▍    | 18443/33666 [11:27<09:27, 26.82it/s, loss=4.13, v_num=0]
    Epoch 0:  55%|█████▍    | 18444/33666 [11:27<09:27, 26.82it/s, loss=4.13, v_num=0]
    Epoch 0:  55%|█████▍    | 18444/33666 [11:27<09:27, 26.82it/s, loss=4.1, v_num=0] 
    Epoch 0:  55%|█████▍    | 18445/33666 [11:27<09:27, 26.82it/s, loss=4.1, v_num=0]
    Epoch 0:  55%|█████▍    | 18445/33666 [11:27<09:27, 26.82it/s, loss=4.04, v_num=0]
    Epoch 0:  55%|█████▍    | 18446/33666 [11:27<09:27, 26.82it/s, loss=4.04, v_num=0]
    Epoch 0:  55%|█████▍    | 18446/33666 [11:27<09:27, 26.82it/s, loss=4.07, v_num=0]
    Epoch 0:  55%|█████▍    | 18447/33666 [11:27<09:27, 26.82it/s, loss=4.07, v_num=0]
    Epoch 0:  55%|█████▍    | 18447/33666 [11:27<09:27, 26.82it/s, loss=4, v_num=0]   
    Epoch 0:  55%|█████▍    | 18448/33666 [11:27<09:27, 26.82it/s, loss=4, v_num=0]
    Epoch 0:  55%|█████▍    | 18448/33666 [11:27<09:27, 26.82it/s, loss=4.04, v_num=0]
    Epoch 0:  55%|█████▍    | 18449/33666 [11:27<09:27, 26.82it/s, loss=4.04, v_num=0]
    Epoch 0:  55%|█████▍    | 18449/33666 [11:27<09:27, 26.82it/s, loss=4.09, v_num=0]
    Epoch 0:  55%|█████▍    | 18450/33666 [11:27<09:27, 26.82it/s, loss=4.09, v_num=0]
    Epoch 0:  55%|█████▍    | 18450/33666 [11:27<09:27, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  55%|█████▍    | 18451/33666 [11:27<09:27, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  55%|█████▍    | 18451/33666 [11:27<09:27, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  55%|█████▍    | 18452/33666 [11:27<09:27, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  55%|█████▍    | 18452/33666 [11:27<09:27, 26.82it/s, loss=4.1, v_num=0] 
    Epoch 0:  55%|█████▍    | 18453/33666 [11:27<09:27, 26.82it/s, loss=4.1, v_num=0]
    Epoch 0:  55%|█████▍    | 18453/33666 [11:27<09:27, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  55%|█████▍    | 18454/33666 [11:28<09:27, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  55%|█████▍    | 18454/33666 [11:28<09:27, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  55%|█████▍    | 18455/33666 [11:28<09:27, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  55%|█████▍    | 18455/33666 [11:28<09:27, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  55%|█████▍    | 18456/33666 [11:28<09:27, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  55%|█████▍    | 18456/33666 [11:28<09:27, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  55%|█████▍    | 18457/33666 [11:28<09:27, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  55%|█████▍    | 18457/33666 [11:28<09:27, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  55%|█████▍    | 18458/33666 [11:28<09:27, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  55%|█████▍    | 18458/33666 [11:28<09:27, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  55%|█████▍    | 18459/33666 [11:28<09:26, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  55%|█████▍    | 18459/33666 [11:28<09:26, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  55%|█████▍    | 18460/33666 [11:28<09:26, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  55%|█████▍    | 18460/33666 [11:28<09:26, 26.82it/s, loss=4.32, v_num=0]
    Epoch 0:  55%|█████▍    | 18461/33666 [11:28<09:26, 26.82it/s, loss=4.32, v_num=0]
    Epoch 0:  55%|█████▍    | 18461/33666 [11:28<09:26, 26.82it/s, loss=4.36, v_num=0]
    Epoch 0:  55%|█████▍    | 18462/33666 [11:28<09:26, 26.82it/s, loss=4.36, v_num=0]
    Epoch 0:  55%|█████▍    | 18462/33666 [11:28<09:26, 26.82it/s, loss=4.34, v_num=0]
    Epoch 0:  55%|█████▍    | 18463/33666 [11:28<09:26, 26.82it/s, loss=4.34, v_num=0]
    Epoch 0:  55%|█████▍    | 18463/33666 [11:28<09:26, 26.82it/s, loss=4.36, v_num=0]
    Epoch 0:  55%|█████▍    | 18464/33666 [11:28<09:26, 26.82it/s, loss=4.36, v_num=0]
    Epoch 0:  55%|█████▍    | 18464/33666 [11:28<09:26, 26.82it/s, loss=4.37, v_num=0]
    Epoch 0:  55%|█████▍    | 18465/33666 [11:28<09:26, 26.82it/s, loss=4.37, v_num=0]
    Epoch 0:  55%|█████▍    | 18465/33666 [11:28<09:26, 26.82it/s, loss=4.39, v_num=0]
    Epoch 0:  55%|█████▍    | 18466/33666 [11:28<09:26, 26.82it/s, loss=4.39, v_num=0]
    Epoch 0:  55%|█████▍    | 18466/33666 [11:28<09:26, 26.82it/s, loss=4.39, v_num=0]
    Epoch 0:  55%|█████▍    | 18467/33666 [11:28<09:26, 26.82it/s, loss=4.39, v_num=0]
    Epoch 0:  55%|█████▍    | 18467/33666 [11:28<09:26, 26.82it/s, loss=4.5, v_num=0] 
    Epoch 0:  55%|█████▍    | 18468/33666 [11:28<09:26, 26.82it/s, loss=4.5, v_num=0]
    Epoch 0:  55%|█████▍    | 18468/33666 [11:28<09:26, 26.82it/s, loss=4.52, v_num=0]
    Epoch 0:  55%|█████▍    | 18469/33666 [11:28<09:26, 26.82it/s, loss=4.52, v_num=0]
    Epoch 0:  55%|█████▍    | 18469/33666 [11:28<09:26, 26.82it/s, loss=4.48, v_num=0]
    Epoch 0:  55%|█████▍    | 18470/33666 [11:28<09:26, 26.82it/s, loss=4.48, v_num=0]
    Epoch 0:  55%|█████▍    | 18470/33666 [11:28<09:26, 26.82it/s, loss=4.46, v_num=0]
    Epoch 0:  55%|█████▍    | 18471/33666 [11:28<09:26, 26.82it/s, loss=4.46, v_num=0]
    Epoch 0:  55%|█████▍    | 18471/33666 [11:28<09:26, 26.82it/s, loss=4.42, v_num=0]
    Epoch 0:  55%|█████▍    | 18472/33666 [11:28<09:26, 26.82it/s, loss=4.42, v_num=0]
    Epoch 0:  55%|█████▍    | 18472/33666 [11:28<09:26, 26.82it/s, loss=4.47, v_num=0]
    Epoch 0:  55%|█████▍    | 18473/33666 [11:28<09:26, 26.82it/s, loss=4.47, v_num=0]
    Epoch 0:  55%|█████▍    | 18473/33666 [11:28<09:26, 26.82it/s, loss=4.44, v_num=0]
    Epoch 0:  55%|█████▍    | 18474/33666 [11:28<09:26, 26.82it/s, loss=4.44, v_num=0]
    Epoch 0:  55%|█████▍    | 18474/33666 [11:28<09:26, 26.82it/s, loss=4.42, v_num=0]
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    Epoch 0:  55%|█████▍    | 18475/33666 [11:28<09:26, 26.82it/s, loss=4.44, v_num=0]
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    Epoch 0:  55%|█████▍    | 18495/33666 [11:29<09:25, 26.82it/s, loss=4.23, v_num=0]
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    Epoch 0:  55%|█████▍    | 18499/33666 [11:29<09:25, 26.82it/s, loss=4.36, v_num=0]
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    Epoch 0:  55%|█████▍    | 18501/33666 [11:29<09:25, 26.82it/s, loss=4.4, v_num=0] 
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    Epoch 0:  55%|█████▍    | 18504/33666 [11:29<09:25, 26.82it/s, loss=4.45, v_num=0]
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    Epoch 0:  55%|█████▍    | 18510/33666 [11:30<09:25, 26.82it/s, loss=4.56, v_num=0]
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    Epoch 0:  55%|█████▍    | 18511/33666 [11:30<09:25, 26.82it/s, loss=4.53, v_num=0]
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    Epoch 0:  55%|█████▍    | 18512/33666 [11:30<09:25, 26.82it/s, loss=4.54, v_num=0]
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    Epoch 0:  55%|█████▍    | 18513/33666 [11:30<09:25, 26.82it/s, loss=4.51, v_num=0]
    Epoch 0:  55%|█████▍    | 18514/33666 [11:30<09:24, 26.82it/s, loss=4.51, v_num=0]
    Epoch 0:  55%|█████▍    | 18514/33666 [11:30<09:24, 26.82it/s, loss=4.54, v_num=0]
    Epoch 0:  55%|█████▍    | 18515/33666 [11:30<09:24, 26.82it/s, loss=4.54, v_num=0]
    Epoch 0:  55%|█████▍    | 18515/33666 [11:30<09:24, 26.82it/s, loss=4.5, v_num=0] 
    Epoch 0:  55%|█████▍    | 18516/33666 [11:30<09:24, 26.82it/s, loss=4.5, v_num=0]
    Epoch 0:  55%|█████▍    | 18516/33666 [11:30<09:24, 26.82it/s, loss=4.49, v_num=0]
    Epoch 0:  55%|█████▌    | 18517/33666 [11:30<09:24, 26.82it/s, loss=4.49, v_num=0]
    Epoch 0:  55%|█████▌    | 18517/33666 [11:30<09:24, 26.82it/s, loss=4.48, v_num=0]
    Epoch 0:  55%|█████▌    | 18518/33666 [11:30<09:24, 26.82it/s, loss=4.48, v_num=0]
    Epoch 0:  55%|█████▌    | 18518/33666 [11:30<09:24, 26.82it/s, loss=4.5, v_num=0] 
    Epoch 0:  55%|█████▌    | 18519/33666 [11:30<09:24, 26.82it/s, loss=4.5, v_num=0]
    Epoch 0:  55%|█████▌    | 18519/33666 [11:30<09:24, 26.82it/s, loss=4.48, v_num=0]
    Epoch 0:  55%|█████▌    | 18520/33666 [11:30<09:24, 26.82it/s, loss=4.48, v_num=0]
    Epoch 0:  55%|█████▌    | 18520/33666 [11:30<09:24, 26.82it/s, loss=4.45, v_num=0]
    Epoch 0:  55%|█████▌    | 18521/33666 [11:30<09:24, 26.82it/s, loss=4.45, v_num=0]
    Epoch 0:  55%|█████▌    | 18521/33666 [11:30<09:24, 26.82it/s, loss=4.42, v_num=0]
    Epoch 0:  55%|█████▌    | 18522/33666 [11:30<09:24, 26.82it/s, loss=4.42, v_num=0]
    Epoch 0:  55%|█████▌    | 18522/33666 [11:30<09:24, 26.82it/s, loss=4.37, v_num=0]
    Epoch 0:  55%|█████▌    | 18523/33666 [11:30<09:24, 26.82it/s, loss=4.37, v_num=0]
    Epoch 0:  55%|█████▌    | 18523/33666 [11:30<09:24, 26.82it/s, loss=4.34, v_num=0]
    Epoch 0:  55%|█████▌    | 18524/33666 [11:30<09:24, 26.82it/s, loss=4.34, v_num=0]
    Epoch 0:  55%|█████▌    | 18524/33666 [11:30<09:24, 26.82it/s, loss=4.37, v_num=0]
    Epoch 0:  55%|█████▌    | 18525/33666 [11:30<09:24, 26.82it/s, loss=4.37, v_num=0]
    Epoch 0:  55%|█████▌    | 18525/33666 [11:30<09:24, 26.82it/s, loss=4.36, v_num=0]
    Epoch 0:  55%|█████▌    | 18526/33666 [11:30<09:24, 26.82it/s, loss=4.36, v_num=0]
    Epoch 0:  55%|█████▌    | 18526/33666 [11:30<09:24, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  55%|█████▌    | 18527/33666 [11:30<09:24, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  55%|█████▌    | 18527/33666 [11:30<09:24, 26.82it/s, loss=4.3, v_num=0] 
    Epoch 0:  55%|█████▌    | 18528/33666 [11:30<09:24, 26.82it/s, loss=4.3, v_num=0]
    Epoch 0:  55%|█████▌    | 18528/33666 [11:30<09:24, 26.82it/s, loss=4.3, v_num=0]
    Epoch 0:  55%|█████▌    | 18529/33666 [11:30<09:24, 26.82it/s, loss=4.3, v_num=0]
    Epoch 0:  55%|█████▌    | 18529/33666 [11:30<09:24, 26.82it/s, loss=4.27, v_num=0]
    Epoch 0:  55%|█████▌    | 18530/33666 [11:30<09:24, 26.82it/s, loss=4.27, v_num=0]
    Epoch 0:  55%|█████▌    | 18530/33666 [11:30<09:24, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  55%|█████▌    | 18531/33666 [11:31<09:24, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  55%|█████▌    | 18531/33666 [11:31<09:24, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  55%|█████▌    | 18532/33666 [11:31<09:24, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  55%|█████▌    | 18532/33666 [11:31<09:24, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  55%|█████▌    | 18533/33666 [11:31<09:24, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  55%|█████▌    | 18533/33666 [11:31<09:24, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  55%|█████▌    | 18534/33666 [11:31<09:24, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  55%|█████▌    | 18534/33666 [11:31<09:24, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  55%|█████▌    | 18535/33666 [11:31<09:24, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  55%|█████▌    | 18535/33666 [11:31<09:24, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  55%|█████▌    | 18536/33666 [11:31<09:24, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  55%|█████▌    | 18536/33666 [11:31<09:24, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  55%|█████▌    | 18537/33666 [11:31<09:24, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  55%|█████▌    | 18537/33666 [11:31<09:24, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  55%|█████▌    | 18538/33666 [11:31<09:24, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  55%|█████▌    | 18538/33666 [11:31<09:24, 26.82it/s, loss=4.1, v_num=0] 
    Epoch 0:  55%|█████▌    | 18539/33666 [11:31<09:24, 26.82it/s, loss=4.1, v_num=0]
    Epoch 0:  55%|█████▌    | 18539/33666 [11:31<09:24, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  55%|█████▌    | 18540/33666 [11:31<09:24, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  55%|█████▌    | 18540/33666 [11:31<09:24, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  55%|█████▌    | 18541/33666 [11:31<09:24, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  55%|█████▌    | 18541/33666 [11:31<09:24, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  55%|█████▌    | 18542/33666 [11:31<09:23, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  55%|█████▌    | 18542/33666 [11:31<09:23, 26.82it/s, loss=4.25, v_num=0]
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    Epoch 0:  55%|█████▌    | 18543/33666 [11:31<09:23, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  55%|█████▌    | 18544/33666 [11:31<09:23, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  55%|█████▌    | 18544/33666 [11:31<09:23, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  55%|█████▌    | 18545/33666 [11:31<09:23, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  55%|█████▌    | 18545/33666 [11:31<09:23, 26.82it/s, loss=4.2, v_num=0] 
    Epoch 0:  55%|█████▌    | 18546/33666 [11:31<09:23, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  55%|█████▌    | 18546/33666 [11:31<09:23, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  55%|█████▌    | 18547/33666 [11:31<09:23, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  55%|█████▌    | 18547/33666 [11:31<09:23, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  55%|█████▌    | 18548/33666 [11:31<09:23, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  55%|█████▌    | 18548/33666 [11:31<09:23, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  55%|█████▌    | 18549/33666 [11:31<09:23, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  55%|█████▌    | 18549/33666 [11:31<09:23, 26.82it/s, loss=4.3, v_num=0] 
    Epoch 0:  55%|█████▌    | 18550/33666 [11:31<09:23, 26.82it/s, loss=4.3, v_num=0]
    Epoch 0:  55%|█████▌    | 18550/33666 [11:31<09:23, 26.82it/s, loss=4.29, v_num=0]
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    Epoch 0:  55%|█████▌    | 18551/33666 [11:31<09:23, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  55%|█████▌    | 18552/33666 [11:31<09:23, 26.82it/s, loss=4.31, v_num=0]
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    Epoch 0:  55%|█████▌    | 18553/33666 [11:31<09:23, 26.82it/s, loss=4.33, v_num=0]
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    Epoch 0:  55%|█████▌    | 18601/33666 [11:33<09:21, 26.81it/s, loss=4.25, v_num=0]
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    Epoch 0:  55%|█████▌    | 18610/33666 [11:34<09:21, 26.81it/s, loss=4.15, v_num=0]
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    Epoch 0:  55%|█████▌    | 18611/33666 [11:34<09:21, 26.81it/s, loss=4.13, v_num=0]
    Epoch 0:  55%|█████▌    | 18612/33666 [11:34<09:21, 26.81it/s, loss=4.13, v_num=0]
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    Epoch 0:  55%|█████▌    | 18613/33666 [11:34<09:21, 26.81it/s, loss=4.18, v_num=0]
    Epoch 0:  55%|█████▌    | 18613/33666 [11:34<09:21, 26.81it/s, loss=4.16, v_num=0]
    Epoch 0:  55%|█████▌    | 18614/33666 [11:34<09:21, 26.81it/s, loss=4.16, v_num=0]
    Epoch 0:  55%|█████▌    | 18614/33666 [11:34<09:21, 26.81it/s, loss=4.13, v_num=0]
    Epoch 0:  55%|█████▌    | 18615/33666 [11:34<09:21, 26.81it/s, loss=4.13, v_num=0]
    Epoch 0:  55%|█████▌    | 18615/33666 [11:34<09:21, 26.81it/s, loss=4.1, v_num=0] 
    Epoch 0:  55%|█████▌    | 18616/33666 [11:34<09:21, 26.81it/s, loss=4.1, v_num=0]
    Epoch 0:  55%|█████▌    | 18616/33666 [11:34<09:21, 26.81it/s, loss=4.17, v_num=0]
    Epoch 0:  55%|█████▌    | 18617/33666 [11:34<09:21, 26.81it/s, loss=4.17, v_num=0]
    Epoch 0:  55%|█████▌    | 18617/33666 [11:34<09:21, 26.81it/s, loss=4.15, v_num=0]
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    Epoch 0:  55%|█████▌    | 18619/33666 [11:34<09:21, 26.81it/s, loss=4.16, v_num=0]
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    Epoch 0:  55%|█████▌    | 18620/33666 [11:34<09:21, 26.81it/s, loss=4.12, v_num=0]
    Epoch 0:  55%|█████▌    | 18621/33666 [11:34<09:21, 26.81it/s, loss=4.12, v_num=0]
    Epoch 0:  55%|█████▌    | 18621/33666 [11:34<09:21, 26.81it/s, loss=4.13, v_num=0]
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    Epoch 0:  55%|█████▌    | 18624/33666 [11:34<09:21, 26.81it/s, loss=4.13, v_num=0]
    Epoch 0:  55%|█████▌    | 18625/33666 [11:34<09:21, 26.81it/s, loss=4.13, v_num=0]
    Epoch 0:  55%|█████▌    | 18625/33666 [11:34<09:21, 26.81it/s, loss=4.13, v_num=0]
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    Epoch 0:  55%|█████▌    | 18627/33666 [11:34<09:21, 26.81it/s, loss=4.19, v_num=0]
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    Epoch 0:  55%|█████▌    | 18628/33666 [11:34<09:20, 26.81it/s, loss=4.23, v_num=0]
    Epoch 0:  55%|█████▌    | 18628/33666 [11:34<09:20, 26.81it/s, loss=4.21, v_num=0]
    Epoch 0:  55%|█████▌    | 18629/33666 [11:34<09:20, 26.81it/s, loss=4.21, v_num=0]
    Epoch 0:  55%|█████▌    | 18629/33666 [11:34<09:20, 26.81it/s, loss=4.26, v_num=0]
    Epoch 0:  55%|█████▌    | 18630/33666 [11:34<09:20, 26.81it/s, loss=4.26, v_num=0]
    Epoch 0:  55%|█████▌    | 18630/33666 [11:34<09:20, 26.81it/s, loss=4.28, v_num=0]
    Epoch 0:  55%|█████▌    | 18631/33666 [11:35<09:20, 26.81it/s, loss=4.28, v_num=0]
    Epoch 0:  55%|█████▌    | 18631/33666 [11:35<09:20, 26.81it/s, loss=4.28, v_num=0]
    Epoch 0:  55%|█████▌    | 18632/33666 [11:35<09:20, 26.81it/s, loss=4.28, v_num=0]
    Epoch 0:  55%|█████▌    | 18632/33666 [11:35<09:20, 26.81it/s, loss=4.22, v_num=0]
    Epoch 0:  55%|█████▌    | 18633/33666 [11:35<09:20, 26.81it/s, loss=4.22, v_num=0]
    Epoch 0:  55%|█████▌    | 18633/33666 [11:35<09:20, 26.81it/s, loss=4.19, v_num=0]
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    Epoch 0:  56%|█████▌    | 18720/33666 [11:38<09:17, 26.80it/s, loss=4.23, v_num=0]
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    Epoch 0:  56%|█████▌    | 18727/33666 [11:38<09:17, 26.80it/s, loss=4.31, v_num=0]
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    Epoch 0:  56%|█████▌    | 18730/33666 [11:38<09:17, 26.80it/s, loss=4.28, v_num=0]
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    Epoch 0:  56%|█████▌    | 18731/33666 [11:38<09:17, 26.80it/s, loss=4.29, v_num=0]
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    Epoch 0:  56%|█████▌    | 18734/33666 [11:39<09:17, 26.80it/s, loss=4.26, v_num=0]
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    Epoch 0:  56%|█████▌    | 18735/33666 [11:39<09:17, 26.80it/s, loss=4.25, v_num=0]
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    Epoch 0:  56%|█████▌    | 18736/33666 [11:39<09:17, 26.80it/s, loss=4.24, v_num=0]
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    Epoch 0:  56%|█████▌    | 18737/33666 [11:39<09:17, 26.80it/s, loss=4.25, v_num=0]
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    Epoch 0:  56%|█████▌    | 18738/33666 [11:39<09:17, 26.80it/s, loss=4.28, v_num=0]
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    Epoch 0:  56%|█████▌    | 18739/33666 [11:39<09:17, 26.80it/s, loss=4.29, v_num=0]
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    Epoch 0:  56%|█████▌    | 18741/33666 [11:39<09:16, 26.80it/s, loss=4.3, v_num=0] 
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    Epoch 0:  56%|█████▌    | 18745/33666 [11:39<09:16, 26.80it/s, loss=4.17, v_num=0]
    Epoch 0:  56%|█████▌    | 18745/33666 [11:39<09:16, 26.80it/s, loss=4.17, v_num=0]
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    Epoch 0:  56%|█████▌    | 18746/33666 [11:39<09:16, 26.80it/s, loss=4.21, v_num=0]
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    Epoch 0:  56%|█████▌    | 18748/33666 [11:39<09:16, 26.80it/s, loss=4.28, v_num=0]
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    Epoch 0:  56%|█████▌    | 18749/33666 [11:39<09:16, 26.80it/s, loss=4.29, v_num=0]
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    Epoch 0:  56%|█████▌    | 18752/33666 [11:39<09:16, 26.80it/s, loss=4.29, v_num=0]
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    Epoch 0:  56%|█████▌    | 18753/33666 [11:39<09:16, 26.80it/s, loss=4.28, v_num=0]
    Epoch 0:  56%|█████▌    | 18754/33666 [11:39<09:16, 26.80it/s, loss=4.28, v_num=0]
    Epoch 0:  56%|█████▌    | 18754/33666 [11:39<09:16, 26.80it/s, loss=4.33, v_num=0]
    Epoch 0:  56%|█████▌    | 18755/33666 [11:39<09:16, 26.80it/s, loss=4.33, v_num=0]
    Epoch 0:  56%|█████▌    | 18755/33666 [11:39<09:16, 26.80it/s, loss=4.28, v_num=0]
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    Epoch 0:  56%|█████▌    | 18756/33666 [11:39<09:16, 26.80it/s, loss=4.3, v_num=0] 
    Epoch 0:  56%|█████▌    | 18757/33666 [11:39<09:16, 26.80it/s, loss=4.3, v_num=0]
    Epoch 0:  56%|█████▌    | 18757/33666 [11:39<09:16, 26.80it/s, loss=4.31, v_num=0]
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    Epoch 0:  56%|█████▌    | 18758/33666 [11:40<09:16, 26.80it/s, loss=4.28, v_num=0]
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    Epoch 0:  56%|█████▌    | 18760/33666 [11:40<09:16, 26.80it/s, loss=4.26, v_num=0]
    Epoch 0:  56%|█████▌    | 18761/33666 [11:40<09:16, 26.80it/s, loss=4.26, v_num=0]
    Epoch 0:  56%|█████▌    | 18761/33666 [11:40<09:16, 26.80it/s, loss=4.31, v_num=0]
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    Epoch 0:  56%|█████▌    | 18762/33666 [11:40<09:16, 26.80it/s, loss=4.36, v_num=0]
    Epoch 0:  56%|█████▌    | 18763/33666 [11:40<09:16, 26.80it/s, loss=4.36, v_num=0]
    Epoch 0:  56%|█████▌    | 18763/33666 [11:40<09:16, 26.80it/s, loss=4.38, v_num=0]
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    Epoch 0:  56%|█████▌    | 18764/33666 [11:40<09:16, 26.80it/s, loss=4.38, v_num=0]
    Epoch 0:  56%|█████▌    | 18765/33666 [11:40<09:16, 26.80it/s, loss=4.38, v_num=0]
    Epoch 0:  56%|█████▌    | 18765/33666 [11:40<09:16, 26.80it/s, loss=4.35, v_num=0]
    Epoch 0:  56%|█████▌    | 18766/33666 [11:40<09:16, 26.80it/s, loss=4.35, v_num=0]
    Epoch 0:  56%|█████▌    | 18766/33666 [11:40<09:16, 26.80it/s, loss=4.26, v_num=0]
    Epoch 0:  56%|█████▌    | 18767/33666 [11:40<09:16, 26.80it/s, loss=4.26, v_num=0]
    Epoch 0:  56%|█████▌    | 18767/33666 [11:40<09:16, 26.80it/s, loss=4.27, v_num=0]
    Epoch 0:  56%|█████▌    | 18768/33666 [11:40<09:15, 26.80it/s, loss=4.27, v_num=0]
    Epoch 0:  56%|█████▌    | 18768/33666 [11:40<09:15, 26.80it/s, loss=4.23, v_num=0]
    Epoch 0:  56%|█████▌    | 18769/33666 [11:40<09:15, 26.80it/s, loss=4.23, v_num=0]
    Epoch 0:  56%|█████▌    | 18769/33666 [11:40<09:15, 26.80it/s, loss=4.2, v_num=0] 
    Epoch 0:  56%|█████▌    | 18770/33666 [11:40<09:15, 26.80it/s, loss=4.2, v_num=0]
    Epoch 0:  56%|█████▌    | 18770/33666 [11:40<09:15, 26.80it/s, loss=4.18, v_num=0]
    Epoch 0:  56%|█████▌    | 18771/33666 [11:40<09:15, 26.80it/s, loss=4.18, v_num=0]
    Epoch 0:  56%|█████▌    | 18771/33666 [11:40<09:15, 26.80it/s, loss=4.18, v_num=0]
    Epoch 0:  56%|█████▌    | 18772/33666 [11:40<09:15, 26.80it/s, loss=4.18, v_num=0]
    Epoch 0:  56%|█████▌    | 18772/33666 [11:40<09:15, 26.80it/s, loss=4.18, v_num=0]
    Epoch 0:  56%|█████▌    | 18773/33666 [11:40<09:15, 26.80it/s, loss=4.18, v_num=0]
    Epoch 0:  56%|█████▌    | 18773/33666 [11:40<09:15, 26.80it/s, loss=4.22, v_num=0]
    Epoch 0:  56%|█████▌    | 18774/33666 [11:40<09:15, 26.80it/s, loss=4.22, v_num=0]
    Epoch 0:  56%|█████▌    | 18774/33666 [11:40<09:15, 26.80it/s, loss=4.22, v_num=0]
    Epoch 0:  56%|█████▌    | 18775/33666 [11:40<09:15, 26.80it/s, loss=4.22, v_num=0]
    Epoch 0:  56%|█████▌    | 18775/33666 [11:40<09:15, 26.80it/s, loss=4.29, v_num=0]
    Epoch 0:  56%|█████▌    | 18776/33666 [11:40<09:15, 26.80it/s, loss=4.29, v_num=0]
    Epoch 0:  56%|█████▌    | 18776/33666 [11:40<09:15, 26.80it/s, loss=4.28, v_num=0]
    Epoch 0:  56%|█████▌    | 18777/33666 [11:40<09:15, 26.80it/s, loss=4.28, v_num=0]
    Epoch 0:  56%|█████▌    | 18777/33666 [11:40<09:15, 26.80it/s, loss=4.24, v_num=0]
    Epoch 0:  56%|█████▌    | 18778/33666 [11:40<09:15, 26.80it/s, loss=4.24, v_num=0]
    Epoch 0:  56%|█████▌    | 18778/33666 [11:40<09:15, 26.80it/s, loss=4.26, v_num=0]
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    Epoch 0:  56%|█████▌    | 18779/33666 [11:40<09:15, 26.80it/s, loss=4.21, v_num=0]
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    Epoch 0:  56%|█████▌    | 18780/33666 [11:40<09:15, 26.80it/s, loss=4.24, v_num=0]
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    Epoch 0:  56%|█████▌    | 18781/33666 [11:40<09:15, 26.80it/s, loss=4.24, v_num=0]
    Epoch 0:  56%|█████▌    | 18782/33666 [11:40<09:15, 26.80it/s, loss=4.24, v_num=0]
    Epoch 0:  56%|█████▌    | 18782/33666 [11:40<09:15, 26.80it/s, loss=4.18, v_num=0]
    Epoch 0:  56%|█████▌    | 18783/33666 [11:40<09:15, 26.80it/s, loss=4.18, v_num=0]
    Epoch 0:  56%|█████▌    | 18783/33666 [11:40<09:15, 26.80it/s, loss=4.16, v_num=0]
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    Epoch 0:  56%|█████▌    | 18784/33666 [11:40<09:15, 26.80it/s, loss=4.17, v_num=0]
    Epoch 0:  56%|█████▌    | 18785/33666 [11:41<09:15, 26.80it/s, loss=4.17, v_num=0]
    Epoch 0:  56%|█████▌    | 18785/33666 [11:41<09:15, 26.80it/s, loss=4.21, v_num=0]
    Epoch 0:  56%|█████▌    | 18786/33666 [11:41<09:15, 26.80it/s, loss=4.21, v_num=0]
    Epoch 0:  56%|█████▌    | 18786/33666 [11:41<09:15, 26.80it/s, loss=4.25, v_num=0]
    Epoch 0:  56%|█████▌    | 18787/33666 [11:41<09:15, 26.80it/s, loss=4.25, v_num=0]
    Epoch 0:  56%|█████▌    | 18787/33666 [11:41<09:15, 26.80it/s, loss=4.24, v_num=0]
    Epoch 0:  56%|█████▌    | 18788/33666 [11:41<09:15, 26.80it/s, loss=4.24, v_num=0]
    Epoch 0:  56%|█████▌    | 18788/33666 [11:41<09:15, 26.80it/s, loss=4.27, v_num=0]
    Epoch 0:  56%|█████▌    | 18789/33666 [11:41<09:15, 26.80it/s, loss=4.27, v_num=0]
    Epoch 0:  56%|█████▌    | 18789/33666 [11:41<09:15, 26.80it/s, loss=4.28, v_num=0]
    Epoch 0:  56%|█████▌    | 18790/33666 [11:41<09:15, 26.80it/s, loss=4.28, v_num=0]
    Epoch 0:  56%|█████▌    | 18790/33666 [11:41<09:15, 26.80it/s, loss=4.25, v_num=0]
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    Epoch 0:  56%|█████▌    | 18799/33666 [11:41<09:14, 26.80it/s, loss=4.21, v_num=0]
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    Epoch 0:  56%|█████▌    | 18802/33666 [11:41<09:14, 26.80it/s, loss=4.24, v_num=0]
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    Epoch 0:  56%|█████▌    | 18805/33666 [11:41<09:14, 26.80it/s, loss=4.23, v_num=0]
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    Epoch 0:  56%|█████▌    | 18810/33666 [11:41<09:14, 26.80it/s, loss=4.18, v_num=0]
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    Epoch 0:  56%|█████▌    | 18811/33666 [11:41<09:14, 26.80it/s, loss=4.19, v_num=0]
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    Epoch 0:  56%|█████▌    | 18812/33666 [11:42<09:14, 26.80it/s, loss=4.2, v_num=0] 
    Epoch 0:  56%|█████▌    | 18813/33666 [11:42<09:14, 26.80it/s, loss=4.2, v_num=0]
    Epoch 0:  56%|█████▌    | 18813/33666 [11:42<09:14, 26.80it/s, loss=4.2, v_num=0]
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    Epoch 0:  56%|█████▌    | 18814/33666 [11:42<09:14, 26.80it/s, loss=4.21, v_num=0]
    Epoch 0:  56%|█████▌    | 18815/33666 [11:42<09:14, 26.80it/s, loss=4.21, v_num=0]
    Epoch 0:  56%|█████▌    | 18815/33666 [11:42<09:14, 26.80it/s, loss=4.24, v_num=0]
    Epoch 0:  56%|█████▌    | 18816/33666 [11:42<09:14, 26.80it/s, loss=4.24, v_num=0]
    Epoch 0:  56%|█████▌    | 18816/33666 [11:42<09:14, 26.80it/s, loss=4.26, v_num=0]
    Epoch 0:  56%|█████▌    | 18817/33666 [11:42<09:14, 26.80it/s, loss=4.26, v_num=0]
    Epoch 0:  56%|█████▌    | 18817/33666 [11:42<09:14, 26.80it/s, loss=4.25, v_num=0]
    Epoch 0:  56%|█████▌    | 18818/33666 [11:42<09:14, 26.80it/s, loss=4.25, v_num=0]
    Epoch 0:  56%|█████▌    | 18818/33666 [11:42<09:14, 26.80it/s, loss=4.27, v_num=0]
    Epoch 0:  56%|█████▌    | 18819/33666 [11:42<09:14, 26.80it/s, loss=4.27, v_num=0]
    Epoch 0:  56%|█████▌    | 18819/33666 [11:42<09:14, 26.80it/s, loss=4.27, v_num=0]
    Epoch 0:  56%|█████▌    | 18820/33666 [11:42<09:14, 26.80it/s, loss=4.27, v_num=0]
    Epoch 0:  56%|█████▌    | 18820/33666 [11:42<09:14, 26.80it/s, loss=4.21, v_num=0]
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    Epoch 0:  56%|█████▌    | 18821/33666 [11:42<09:13, 26.80it/s, loss=4.26, v_num=0]
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    Epoch 0:  56%|█████▌    | 18823/33666 [11:42<09:13, 26.80it/s, loss=4.27, v_num=0]
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    Epoch 0:  56%|█████▌    | 18824/33666 [11:42<09:13, 26.80it/s, loss=4.25, v_num=0]
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    Epoch 0:  56%|█████▌    | 18825/33666 [11:42<09:13, 26.80it/s, loss=4.28, v_num=0]
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    Epoch 0:  56%|█████▌    | 18826/33666 [11:42<09:13, 26.80it/s, loss=4.28, v_num=0]
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    Epoch 0:  56%|█████▌    | 18827/33666 [11:42<09:13, 26.80it/s, loss=4.27, v_num=0]
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    Epoch 0:  56%|█████▌    | 18828/33666 [11:42<09:13, 26.80it/s, loss=4.28, v_num=0]
    Epoch 0:  56%|█████▌    | 18829/33666 [11:42<09:13, 26.80it/s, loss=4.28, v_num=0]
    Epoch 0:  56%|█████▌    | 18829/33666 [11:42<09:13, 26.80it/s, loss=4.31, v_num=0]
    Epoch 0:  56%|█████▌    | 18830/33666 [11:42<09:13, 26.80it/s, loss=4.31, v_num=0]
    Epoch 0:  56%|█████▌    | 18830/33666 [11:42<09:13, 26.80it/s, loss=4.39, v_num=0]
    Epoch 0:  56%|█████▌    | 18831/33666 [11:42<09:13, 26.80it/s, loss=4.39, v_num=0]
    Epoch 0:  56%|█████▌    | 18831/33666 [11:42<09:13, 26.80it/s, loss=4.38, v_num=0]
    Epoch 0:  56%|█████▌    | 18832/33666 [11:42<09:13, 26.80it/s, loss=4.38, v_num=0]
    Epoch 0:  56%|█████▌    | 18832/33666 [11:42<09:13, 26.80it/s, loss=4.36, v_num=0]
    Epoch 0:  56%|█████▌    | 18833/33666 [11:42<09:13, 26.80it/s, loss=4.36, v_num=0]
    Epoch 0:  56%|█████▌    | 18833/33666 [11:42<09:13, 26.80it/s, loss=4.35, v_num=0]
    Epoch 0:  56%|█████▌    | 18834/33666 [11:42<09:13, 26.80it/s, loss=4.35, v_num=0]
    Epoch 0:  56%|█████▌    | 18834/33666 [11:42<09:13, 26.80it/s, loss=4.37, v_num=0]
    Epoch 0:  56%|█████▌    | 18835/33666 [11:42<09:13, 26.80it/s, loss=4.37, v_num=0]
    Epoch 0:  56%|█████▌    | 18835/33666 [11:42<09:13, 26.80it/s, loss=4.33, v_num=0]
    Epoch 0:  56%|█████▌    | 18836/33666 [11:42<09:13, 26.80it/s, loss=4.33, v_num=0]
    Epoch 0:  56%|█████▌    | 18836/33666 [11:42<09:13, 26.80it/s, loss=4.33, v_num=0]
    Epoch 0:  56%|█████▌    | 18837/33666 [11:42<09:13, 26.80it/s, loss=4.33, v_num=0]
    Epoch 0:  56%|█████▌    | 18837/33666 [11:42<09:13, 26.80it/s, loss=4.34, v_num=0]
    Epoch 0:  56%|█████▌    | 18838/33666 [11:42<09:13, 26.80it/s, loss=4.34, v_num=0]
    Epoch 0:  56%|█████▌    | 18838/33666 [11:42<09:13, 26.80it/s, loss=4.31, v_num=0]
    Epoch 0:  56%|█████▌    | 18839/33666 [11:43<09:13, 26.80it/s, loss=4.31, v_num=0]
    Epoch 0:  56%|█████▌    | 18839/33666 [11:43<09:13, 26.80it/s, loss=4.31, v_num=0]
    Epoch 0:  56%|█████▌    | 18840/33666 [11:43<09:13, 26.80it/s, loss=4.31, v_num=0]
    Epoch 0:  56%|█████▌    | 18840/33666 [11:43<09:13, 26.80it/s, loss=4.38, v_num=0]
    Epoch 0:  56%|█████▌    | 18841/33666 [11:43<09:13, 26.80it/s, loss=4.38, v_num=0]
    Epoch 0:  56%|█████▌    | 18841/33666 [11:43<09:13, 26.80it/s, loss=4.36, v_num=0]
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    Epoch 0:  56%|█████▌    | 18842/33666 [11:43<09:13, 26.80it/s, loss=4.35, v_num=0]
    Epoch 0:  56%|█████▌    | 18843/33666 [11:43<09:13, 26.80it/s, loss=4.35, v_num=0]
    Epoch 0:  56%|█████▌    | 18843/33666 [11:43<09:13, 26.80it/s, loss=4.38, v_num=0]
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    Epoch 0:  56%|█████▌    | 18844/33666 [11:43<09:13, 26.80it/s, loss=4.35, v_num=0]
    Epoch 0:  56%|█████▌    | 18845/33666 [11:43<09:13, 26.80it/s, loss=4.35, v_num=0]
    Epoch 0:  56%|█████▌    | 18845/33666 [11:43<09:13, 26.80it/s, loss=4.32, v_num=0]
    Epoch 0:  56%|█████▌    | 18846/33666 [11:43<09:13, 26.80it/s, loss=4.32, v_num=0]
    Epoch 0:  56%|█████▌    | 18846/33666 [11:43<09:13, 26.80it/s, loss=4.28, v_num=0]
    Epoch 0:  56%|█████▌    | 18847/33666 [11:43<09:13, 26.80it/s, loss=4.28, v_num=0]
    Epoch 0:  56%|█████▌    | 18847/33666 [11:43<09:13, 26.80it/s, loss=4.27, v_num=0]
    Epoch 0:  56%|█████▌    | 18848/33666 [11:43<09:12, 26.80it/s, loss=4.27, v_num=0]
    Epoch 0:  56%|█████▌    | 18848/33666 [11:43<09:12, 26.80it/s, loss=4.28, v_num=0]
    Epoch 0:  56%|█████▌    | 18849/33666 [11:43<09:12, 26.80it/s, loss=4.28, v_num=0]
    Epoch 0:  56%|█████▌    | 18849/33666 [11:43<09:12, 26.80it/s, loss=4.26, v_num=0]
    Epoch 0:  56%|█████▌    | 18850/33666 [11:43<09:12, 26.80it/s, loss=4.26, v_num=0]
    Epoch 0:  56%|█████▌    | 18850/33666 [11:43<09:12, 26.80it/s, loss=4.21, v_num=0]
    Epoch 0:  56%|█████▌    | 18851/33666 [11:43<09:12, 26.80it/s, loss=4.21, v_num=0]
    Epoch 0:  56%|█████▌    | 18851/33666 [11:43<09:12, 26.80it/s, loss=4.18, v_num=0]
    Epoch 0:  56%|█████▌    | 18852/33666 [11:43<09:12, 26.80it/s, loss=4.18, v_num=0]
    Epoch 0:  56%|█████▌    | 18852/33666 [11:43<09:12, 26.80it/s, loss=4.18, v_num=0]
    Epoch 0:  56%|█████▌    | 18853/33666 [11:43<09:12, 26.80it/s, loss=4.18, v_num=0]
    Epoch 0:  56%|█████▌    | 18853/33666 [11:43<09:12, 26.80it/s, loss=4.2, v_num=0] 
    Epoch 0:  56%|█████▌    | 18854/33666 [11:43<09:12, 26.80it/s, loss=4.2, v_num=0]
    Epoch 0:  56%|█████▌    | 18854/33666 [11:43<09:12, 26.80it/s, loss=4.19, v_num=0]
    Epoch 0:  56%|█████▌    | 18855/33666 [11:43<09:12, 26.80it/s, loss=4.19, v_num=0]
    Epoch 0:  56%|█████▌    | 18855/33666 [11:43<09:12, 26.80it/s, loss=4.22, v_num=0]
    Epoch 0:  56%|█████▌    | 18856/33666 [11:43<09:12, 26.80it/s, loss=4.22, v_num=0]
    Epoch 0:  56%|█████▌    | 18856/33666 [11:43<09:12, 26.80it/s, loss=4.23, v_num=0]
    Epoch 0:  56%|█████▌    | 18857/33666 [11:43<09:12, 26.80it/s, loss=4.23, v_num=0]
    Epoch 0:  56%|█████▌    | 18857/33666 [11:43<09:12, 26.80it/s, loss=4.22, v_num=0]
    Epoch 0:  56%|█████▌    | 18858/33666 [11:43<09:12, 26.80it/s, loss=4.22, v_num=0]
    Epoch 0:  56%|█████▌    | 18858/33666 [11:43<09:12, 26.80it/s, loss=4.22, v_num=0]
    Epoch 0:  56%|█████▌    | 18859/33666 [11:43<09:12, 26.80it/s, loss=4.22, v_num=0]
    Epoch 0:  56%|█████▌    | 18859/33666 [11:43<09:12, 26.80it/s, loss=4.21, v_num=0]
    Epoch 0:  56%|█████▌    | 18860/33666 [11:43<09:12, 26.80it/s, loss=4.21, v_num=0]
    Epoch 0:  56%|█████▌    | 18860/33666 [11:43<09:12, 26.80it/s, loss=4.17, v_num=0]
    Epoch 0:  56%|█████▌    | 18861/33666 [11:43<09:12, 26.80it/s, loss=4.17, v_num=0]
    Epoch 0:  56%|█████▌    | 18861/33666 [11:43<09:12, 26.80it/s, loss=4.17, v_num=0]
    Epoch 0:  56%|█████▌    | 18862/33666 [11:43<09:12, 26.80it/s, loss=4.17, v_num=0]
    Epoch 0:  56%|█████▌    | 18862/33666 [11:43<09:12, 26.80it/s, loss=4.2, v_num=0] 
    Epoch 0:  56%|█████▌    | 18863/33666 [11:43<09:12, 26.80it/s, loss=4.2, v_num=0]
    Epoch 0:  56%|█████▌    | 18863/33666 [11:43<09:12, 26.80it/s, loss=4.19, v_num=0]
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    Epoch 0:  56%|█████▌    | 18864/33666 [11:43<09:12, 26.80it/s, loss=4.19, v_num=0]
    Epoch 0:  56%|█████▌    | 18865/33666 [11:43<09:12, 26.80it/s, loss=4.19, v_num=0]
    Epoch 0:  56%|█████▌    | 18865/33666 [11:44<09:12, 26.80it/s, loss=4.2, v_num=0] 
    Epoch 0:  56%|█████▌    | 18866/33666 [11:44<09:12, 26.80it/s, loss=4.2, v_num=0]
    Epoch 0:  56%|█████▌    | 18866/33666 [11:44<09:12, 26.80it/s, loss=4.17, v_num=0]
    Epoch 0:  56%|█████▌    | 18867/33666 [11:44<09:12, 26.80it/s, loss=4.17, v_num=0]
    Epoch 0:  56%|█████▌    | 18867/33666 [11:44<09:12, 26.80it/s, loss=4.16, v_num=0]
    Epoch 0:  56%|█████▌    | 18868/33666 [11:44<09:12, 26.80it/s, loss=4.16, v_num=0]
    Epoch 0:  56%|█████▌    | 18868/33666 [11:44<09:12, 26.80it/s, loss=4.17, v_num=0]
    Epoch 0:  56%|█████▌    | 18869/33666 [11:44<09:12, 26.80it/s, loss=4.17, v_num=0]
    Epoch 0:  56%|█████▌    | 18869/33666 [11:44<09:12, 26.80it/s, loss=4.18, v_num=0]
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    Epoch 0:  56%|█████▌    | 18870/33666 [11:44<09:12, 26.80it/s, loss=4.19, v_num=0]
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    Epoch 0:  56%|█████▌    | 18893/33666 [11:45<09:11, 26.80it/s, loss=4.17, v_num=0]
    Epoch 0:  56%|█████▌    | 18894/33666 [11:45<09:11, 26.80it/s, loss=4.17, v_num=0]
    Epoch 0:  56%|█████▌    | 18894/33666 [11:45<09:11, 26.80it/s, loss=4.16, v_num=0]
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    Epoch 0:  56%|█████▌    | 18895/33666 [11:45<09:11, 26.80it/s, loss=4.17, v_num=0]
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    Epoch 0:  56%|█████▌    | 18896/33666 [11:45<09:11, 26.80it/s, loss=4.15, v_num=0]
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    Epoch 0:  56%|█████▌    | 18899/33666 [11:45<09:11, 26.80it/s, loss=4.13, v_num=0]
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    Epoch 0:  56%|█████▌    | 18901/33666 [11:45<09:11, 26.80it/s, loss=4.13, v_num=0]
    Epoch 0:  56%|█████▌    | 18902/33666 [11:45<09:10, 26.80it/s, loss=4.13, v_num=0]
    Epoch 0:  56%|█████▌    | 18902/33666 [11:45<09:10, 26.80it/s, loss=4.16, v_num=0]
    Epoch 0:  56%|█████▌    | 18903/33666 [11:45<09:10, 26.80it/s, loss=4.16, v_num=0]
    Epoch 0:  56%|█████▌    | 18903/33666 [11:45<09:10, 26.80it/s, loss=4.16, v_num=0]
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    Epoch 0:  56%|█████▌    | 18904/33666 [11:45<09:10, 26.79it/s, loss=4.11, v_num=0]
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    Epoch 0:  56%|█████▌    | 18905/33666 [11:45<09:10, 26.79it/s, loss=4.13, v_num=0]
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    Epoch 0:  56%|█████▌    | 18906/33666 [11:45<09:10, 26.79it/s, loss=4.14, v_num=0]
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    Epoch 0:  56%|█████▌    | 18908/33666 [11:45<09:10, 26.79it/s, loss=4.19, v_num=0]
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    Epoch 0:  56%|█████▌    | 18910/33666 [11:45<09:10, 26.79it/s, loss=4.15, v_num=0]
    Epoch 0:  56%|█████▌    | 18911/33666 [11:45<09:10, 26.79it/s, loss=4.15, v_num=0]
    Epoch 0:  56%|█████▌    | 18911/33666 [11:45<09:10, 26.79it/s, loss=4.13, v_num=0]
    Epoch 0:  56%|█████▌    | 18912/33666 [11:45<09:10, 26.79it/s, loss=4.13, v_num=0]
    Epoch 0:  56%|█████▌    | 18912/33666 [11:45<09:10, 26.79it/s, loss=4.11, v_num=0]
    Epoch 0:  56%|█████▌    | 18913/33666 [11:45<09:10, 26.79it/s, loss=4.11, v_num=0]
    Epoch 0:  56%|█████▌    | 18913/33666 [11:45<09:10, 26.79it/s, loss=4.1, v_num=0] 
    Epoch 0:  56%|█████▌    | 18914/33666 [11:45<09:10, 26.79it/s, loss=4.1, v_num=0]
    Epoch 0:  56%|█████▌    | 18914/33666 [11:45<09:10, 26.79it/s, loss=4.11, v_num=0]
    Epoch 0:  56%|█████▌    | 18915/33666 [11:45<09:10, 26.79it/s, loss=4.11, v_num=0]
    Epoch 0:  56%|█████▌    | 18915/33666 [11:45<09:10, 26.79it/s, loss=4.11, v_num=0]
    Epoch 0:  56%|█████▌    | 18916/33666 [11:45<09:10, 26.79it/s, loss=4.11, v_num=0]
    Epoch 0:  56%|█████▌    | 18916/33666 [11:45<09:10, 26.79it/s, loss=4.12, v_num=0]
    Epoch 0:  56%|█████▌    | 18917/33666 [11:46<09:10, 26.79it/s, loss=4.12, v_num=0]
    Epoch 0:  56%|█████▌    | 18917/33666 [11:46<09:10, 26.79it/s, loss=4.12, v_num=0]
    Epoch 0:  56%|█████▌    | 18918/33666 [11:46<09:10, 26.79it/s, loss=4.12, v_num=0]
    Epoch 0:  56%|█████▌    | 18918/33666 [11:46<09:10, 26.79it/s, loss=4.16, v_num=0]
    Epoch 0:  56%|█████▌    | 18919/33666 [11:46<09:10, 26.79it/s, loss=4.16, v_num=0]
    Epoch 0:  56%|█████▌    | 18919/33666 [11:46<09:10, 26.79it/s, loss=4.26, v_num=0]
    Epoch 0:  56%|█████▌    | 18920/33666 [11:46<09:10, 26.80it/s, loss=4.26, v_num=0]
    Epoch 0:  56%|█████▌    | 18920/33666 [11:46<09:10, 26.80it/s, loss=4.21, v_num=0]
    Epoch 0:  56%|█████▌    | 18921/33666 [11:46<09:10, 26.80it/s, loss=4.21, v_num=0]
    Epoch 0:  56%|█████▌    | 18921/33666 [11:46<09:10, 26.80it/s, loss=4.23, v_num=0]
    Epoch 0:  56%|█████▌    | 18922/33666 [11:46<09:10, 26.80it/s, loss=4.23, v_num=0]
    Epoch 0:  56%|█████▌    | 18922/33666 [11:46<09:10, 26.80it/s, loss=4.24, v_num=0]
    Epoch 0:  56%|█████▌    | 18923/33666 [11:46<09:10, 26.80it/s, loss=4.24, v_num=0]
    Epoch 0:  56%|█████▌    | 18923/33666 [11:46<09:10, 26.80it/s, loss=4.25, v_num=0]
    Epoch 0:  56%|█████▌    | 18924/33666 [11:46<09:10, 26.80it/s, loss=4.25, v_num=0]
    Epoch 0:  56%|█████▌    | 18924/33666 [11:46<09:10, 26.80it/s, loss=4.27, v_num=0]
    Epoch 0:  56%|█████▌    | 18925/33666 [11:46<09:10, 26.80it/s, loss=4.27, v_num=0]
    Epoch 0:  56%|█████▌    | 18925/33666 [11:46<09:10, 26.80it/s, loss=4.32, v_num=0]
    Epoch 0:  56%|█████▌    | 18926/33666 [11:46<09:10, 26.80it/s, loss=4.32, v_num=0]
    Epoch 0:  56%|█████▌    | 18926/33666 [11:46<09:10, 26.80it/s, loss=4.27, v_num=0]
    Epoch 0:  56%|█████▌    | 18927/33666 [11:46<09:10, 26.80it/s, loss=4.27, v_num=0]
    Epoch 0:  56%|█████▌    | 18927/33666 [11:46<09:10, 26.80it/s, loss=4.27, v_num=0]
    Epoch 0:  56%|█████▌    | 18928/33666 [11:46<09:10, 26.80it/s, loss=4.27, v_num=0]
    Epoch 0:  56%|█████▌    | 18928/33666 [11:46<09:10, 26.80it/s, loss=4.29, v_num=0]
    Epoch 0:  56%|█████▌    | 18929/33666 [11:46<09:09, 26.80it/s, loss=4.29, v_num=0]
    Epoch 0:  56%|█████▌    | 18929/33666 [11:46<09:09, 26.80it/s, loss=4.28, v_num=0]
    Epoch 0:  56%|█████▌    | 18930/33666 [11:46<09:09, 26.80it/s, loss=4.28, v_num=0]
    Epoch 0:  56%|█████▌    | 18930/33666 [11:46<09:09, 26.80it/s, loss=4.34, v_num=0]
    Epoch 0:  56%|█████▌    | 18931/33666 [11:46<09:09, 26.80it/s, loss=4.34, v_num=0]
    Epoch 0:  56%|█████▌    | 18931/33666 [11:46<09:09, 26.80it/s, loss=4.34, v_num=0]
    Epoch 0:  56%|█████▌    | 18932/33666 [11:46<09:09, 26.80it/s, loss=4.34, v_num=0]
    Epoch 0:  56%|█████▌    | 18932/33666 [11:46<09:09, 26.80it/s, loss=4.37, v_num=0]
    Epoch 0:  56%|█████▌    | 18933/33666 [11:46<09:09, 26.80it/s, loss=4.37, v_num=0]
    Epoch 0:  56%|█████▌    | 18933/33666 [11:46<09:09, 26.80it/s, loss=4.4, v_num=0] 
    Epoch 0:  56%|█████▌    | 18934/33666 [11:46<09:09, 26.80it/s, loss=4.4, v_num=0]
    Epoch 0:  56%|█████▌    | 18934/33666 [11:46<09:09, 26.80it/s, loss=4.39, v_num=0]
    Epoch 0:  56%|█████▌    | 18935/33666 [11:46<09:09, 26.80it/s, loss=4.39, v_num=0]
    Epoch 0:  56%|█████▌    | 18935/33666 [11:46<09:09, 26.80it/s, loss=4.4, v_num=0] 
    Epoch 0:  56%|█████▌    | 18936/33666 [11:46<09:09, 26.80it/s, loss=4.4, v_num=0]
    Epoch 0:  56%|█████▌    | 18936/33666 [11:46<09:09, 26.80it/s, loss=4.38, v_num=0]
    Epoch 0:  56%|█████▌    | 18937/33666 [11:46<09:09, 26.80it/s, loss=4.38, v_num=0]
    Epoch 0:  56%|█████▌    | 18937/33666 [11:46<09:09, 26.80it/s, loss=4.41, v_num=0]
    Epoch 0:  56%|█████▋    | 18938/33666 [11:46<09:09, 26.80it/s, loss=4.41, v_num=0]
    Epoch 0:  56%|█████▋    | 18938/33666 [11:46<09:09, 26.80it/s, loss=4.37, v_num=0]
    Epoch 0:  56%|█████▋    | 18939/33666 [11:46<09:09, 26.80it/s, loss=4.37, v_num=0]
    Epoch 0:  56%|█████▋    | 18939/33666 [11:46<09:09, 26.80it/s, loss=4.31, v_num=0]
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    Epoch 0:  56%|█████▋    | 18940/33666 [11:46<09:09, 26.80it/s, loss=4.36, v_num=0]
    Epoch 0:  56%|█████▋    | 18941/33666 [11:46<09:09, 26.80it/s, loss=4.36, v_num=0]
    Epoch 0:  56%|█████▋    | 18941/33666 [11:46<09:09, 26.80it/s, loss=4.3, v_num=0] 
    Epoch 0:  56%|█████▋    | 18942/33666 [11:46<09:09, 26.80it/s, loss=4.3, v_num=0]
    Epoch 0:  56%|█████▋    | 18942/33666 [11:46<09:09, 26.80it/s, loss=4.28, v_num=0]
    Epoch 0:  56%|█████▋    | 18943/33666 [11:46<09:09, 26.80it/s, loss=4.28, v_num=0]
    Epoch 0:  56%|█████▋    | 18943/33666 [11:46<09:09, 26.80it/s, loss=4.25, v_num=0]
    Epoch 0:  56%|█████▋    | 18944/33666 [11:46<09:09, 26.80it/s, loss=4.25, v_num=0]
    Epoch 0:  56%|█████▋    | 18944/33666 [11:46<09:09, 26.80it/s, loss=4.24, v_num=0]
    Epoch 0:  56%|█████▋    | 18945/33666 [11:46<09:09, 26.80it/s, loss=4.24, v_num=0]
    Epoch 0:  56%|█████▋    | 18945/33666 [11:46<09:09, 26.80it/s, loss=4.19, v_num=0]
    Epoch 0:  56%|█████▋    | 18946/33666 [11:46<09:09, 26.80it/s, loss=4.19, v_num=0]
    Epoch 0:  56%|█████▋    | 18946/33666 [11:46<09:09, 26.80it/s, loss=4.2, v_num=0] 
    Epoch 0:  56%|█████▋    | 18947/33666 [11:47<09:09, 26.80it/s, loss=4.2, v_num=0]
    Epoch 0:  56%|█████▋    | 18947/33666 [11:47<09:09, 26.80it/s, loss=4.2, v_num=0]
    Epoch 0:  56%|█████▋    | 18948/33666 [11:47<09:09, 26.80it/s, loss=4.2, v_num=0]
    Epoch 0:  56%|█████▋    | 18948/33666 [11:47<09:09, 26.80it/s, loss=4.15, v_num=0]
    Epoch 0:  56%|█████▋    | 18949/33666 [11:47<09:09, 26.80it/s, loss=4.15, v_num=0]
    Epoch 0:  56%|█████▋    | 18949/33666 [11:47<09:09, 26.80it/s, loss=4.21, v_num=0]
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    Epoch 0:  56%|█████▋    | 19011/33666 [11:49<09:06, 26.80it/s, loss=4.3, v_num=0]
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    Epoch 0:  56%|█████▋    | 19020/33666 [11:49<09:06, 26.80it/s, loss=4.36, v_num=0]
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    Epoch 0:  57%|█████▋    | 19023/33666 [11:49<09:06, 26.80it/s, loss=4.4, v_num=0] 
    Epoch 0:  57%|█████▋    | 19024/33666 [11:49<09:06, 26.80it/s, loss=4.4, v_num=0]
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    Epoch 0:  57%|█████▋    | 19027/33666 [11:49<09:06, 26.80it/s, loss=4.47, v_num=0]
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    Epoch 0:  57%|█████▋    | 19029/33666 [11:50<09:06, 26.80it/s, loss=4.49, v_num=0]
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    Epoch 0:  57%|█████▋    | 19038/33666 [11:50<09:05, 26.80it/s, loss=4.41, v_num=0]
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    Epoch 0:  57%|█████▋    | 19039/33666 [11:50<09:05, 26.80it/s, loss=4.38, v_num=0]
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    Epoch 0:  57%|█████▋    | 19046/33666 [11:50<09:05, 26.80it/s, loss=4.34, v_num=0]
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    Epoch 0:  57%|█████▋    | 19047/33666 [11:50<09:05, 26.80it/s, loss=4.32, v_num=0]
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    Epoch 0:  57%|█████▋    | 19053/33666 [11:50<09:05, 26.80it/s, loss=4.23, v_num=0]
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    Epoch 0:  57%|█████▋    | 19054/33666 [11:50<09:05, 26.80it/s, loss=4.22, v_num=0]
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    Epoch 0:  57%|█████▋    | 19055/33666 [11:51<09:05, 26.80it/s, loss=4.21, v_num=0]
    Epoch 0:  57%|█████▋    | 19056/33666 [11:51<09:05, 26.80it/s, loss=4.21, v_num=0]
    Epoch 0:  57%|█████▋    | 19056/33666 [11:51<09:05, 26.80it/s, loss=4.21, v_num=0]
    Epoch 0:  57%|█████▋    | 19057/33666 [11:51<09:05, 26.80it/s, loss=4.21, v_num=0]
    Epoch 0:  57%|█████▋    | 19057/33666 [11:51<09:05, 26.80it/s, loss=4.25, v_num=0]
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    Epoch 0:  57%|█████▋    | 19058/33666 [11:51<09:05, 26.80it/s, loss=4.28, v_num=0]
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    Epoch 0:  57%|█████▋    | 19059/33666 [11:51<09:05, 26.80it/s, loss=4.24, v_num=0]
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    Epoch 0:  57%|█████▋    | 19060/33666 [11:51<09:05, 26.80it/s, loss=4.26, v_num=0]
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    Epoch 0:  57%|█████▋    | 19061/33666 [11:51<09:04, 26.80it/s, loss=4.23, v_num=0]
    Epoch 0:  57%|█████▋    | 19062/33666 [11:51<09:04, 26.80it/s, loss=4.23, v_num=0]
    Epoch 0:  57%|█████▋    | 19062/33666 [11:51<09:04, 26.80it/s, loss=4.19, v_num=0]
    Epoch 0:  57%|█████▋    | 19063/33666 [11:51<09:04, 26.80it/s, loss=4.19, v_num=0]
    Epoch 0:  57%|█████▋    | 19063/33666 [11:51<09:04, 26.80it/s, loss=4.18, v_num=0]
    Epoch 0:  57%|█████▋    | 19064/33666 [11:51<09:04, 26.80it/s, loss=4.18, v_num=0]
    Epoch 0:  57%|█████▋    | 19064/33666 [11:51<09:04, 26.80it/s, loss=4.25, v_num=0]
    Epoch 0:  57%|█████▋    | 19065/33666 [11:51<09:04, 26.80it/s, loss=4.25, v_num=0]
    Epoch 0:  57%|█████▋    | 19065/33666 [11:51<09:04, 26.80it/s, loss=4.24, v_num=0]
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    Epoch 0:  57%|█████▋    | 19066/33666 [11:51<09:04, 26.80it/s, loss=4.26, v_num=0]
    Epoch 0:  57%|█████▋    | 19067/33666 [11:51<09:04, 26.80it/s, loss=4.26, v_num=0]
    Epoch 0:  57%|█████▋    | 19067/33666 [11:51<09:04, 26.80it/s, loss=4.26, v_num=0]
    Epoch 0:  57%|█████▋    | 19068/33666 [11:51<09:04, 26.80it/s, loss=4.26, v_num=0]
    Epoch 0:  57%|█████▋    | 19068/33666 [11:51<09:04, 26.80it/s, loss=4.29, v_num=0]
    Epoch 0:  57%|█████▋    | 19069/33666 [11:51<09:04, 26.80it/s, loss=4.29, v_num=0]
    Epoch 0:  57%|█████▋    | 19069/33666 [11:51<09:04, 26.80it/s, loss=4.31, v_num=0]
    Epoch 0:  57%|█████▋    | 19070/33666 [11:51<09:04, 26.80it/s, loss=4.31, v_num=0]
    Epoch 0:  57%|█████▋    | 19070/33666 [11:51<09:04, 26.80it/s, loss=4.28, v_num=0]
    Epoch 0:  57%|█████▋    | 19071/33666 [11:51<09:04, 26.80it/s, loss=4.28, v_num=0]
    Epoch 0:  57%|█████▋    | 19071/33666 [11:51<09:04, 26.80it/s, loss=4.28, v_num=0]
    Epoch 0:  57%|█████▋    | 19072/33666 [11:51<09:04, 26.80it/s, loss=4.28, v_num=0]
    Epoch 0:  57%|█████▋    | 19072/33666 [11:51<09:04, 26.80it/s, loss=4.28, v_num=0]
    Epoch 0:  57%|█████▋    | 19073/33666 [11:51<09:04, 26.80it/s, loss=4.28, v_num=0]
    Epoch 0:  57%|█████▋    | 19073/33666 [11:51<09:04, 26.80it/s, loss=4.28, v_num=0]
    Epoch 0:  57%|█████▋    | 19074/33666 [11:51<09:04, 26.80it/s, loss=4.28, v_num=0]
    Epoch 0:  57%|█████▋    | 19074/33666 [11:51<09:04, 26.80it/s, loss=4.28, v_num=0]
    Epoch 0:  57%|█████▋    | 19075/33666 [11:51<09:04, 26.80it/s, loss=4.28, v_num=0]
    Epoch 0:  57%|█████▋    | 19075/33666 [11:51<09:04, 26.80it/s, loss=4.3, v_num=0] 
    Epoch 0:  57%|█████▋    | 19076/33666 [11:51<09:04, 26.80it/s, loss=4.3, v_num=0]
    Epoch 0:  57%|█████▋    | 19076/33666 [11:51<09:04, 26.80it/s, loss=4.29, v_num=0]
    Epoch 0:  57%|█████▋    | 19077/33666 [11:51<09:04, 26.80it/s, loss=4.29, v_num=0]
    Epoch 0:  57%|█████▋    | 19077/33666 [11:51<09:04, 26.80it/s, loss=4.31, v_num=0]
    Epoch 0:  57%|█████▋    | 19078/33666 [11:51<09:04, 26.80it/s, loss=4.31, v_num=0]
    Epoch 0:  57%|█████▋    | 19078/33666 [11:51<09:04, 26.80it/s, loss=4.32, v_num=0]
    Epoch 0:  57%|█████▋    | 19079/33666 [11:51<09:04, 26.80it/s, loss=4.32, v_num=0]
    Epoch 0:  57%|█████▋    | 19079/33666 [11:51<09:04, 26.80it/s, loss=4.36, v_num=0]
    Epoch 0:  57%|█████▋    | 19080/33666 [11:52<09:04, 26.80it/s, loss=4.36, v_num=0]
    Epoch 0:  57%|█████▋    | 19080/33666 [11:52<09:04, 26.80it/s, loss=4.4, v_num=0] 
    Epoch 0:  57%|█████▋    | 19081/33666 [11:52<09:04, 26.80it/s, loss=4.4, v_num=0]
    Epoch 0:  57%|█████▋    | 19081/33666 [11:52<09:04, 26.80it/s, loss=4.43, v_num=0]
    Epoch 0:  57%|█████▋    | 19082/33666 [11:52<09:04, 26.80it/s, loss=4.43, v_num=0]
    Epoch 0:  57%|█████▋    | 19082/33666 [11:52<09:04, 26.80it/s, loss=4.48, v_num=0]
    Epoch 0:  57%|█████▋    | 19083/33666 [11:52<09:04, 26.80it/s, loss=4.48, v_num=0]
    Epoch 0:  57%|█████▋    | 19083/33666 [11:52<09:04, 26.80it/s, loss=4.48, v_num=0]
    Epoch 0:  57%|█████▋    | 19084/33666 [11:52<09:04, 26.80it/s, loss=4.48, v_num=0]
    Epoch 0:  57%|█████▋    | 19084/33666 [11:52<09:04, 26.80it/s, loss=4.41, v_num=0]
    Epoch 0:  57%|█████▋    | 19085/33666 [11:52<09:04, 26.80it/s, loss=4.41, v_num=0]
    Epoch 0:  57%|█████▋    | 19085/33666 [11:52<09:04, 26.80it/s, loss=4.42, v_num=0]
    Epoch 0:  57%|█████▋    | 19086/33666 [11:52<09:04, 26.80it/s, loss=4.42, v_num=0]
    Epoch 0:  57%|█████▋    | 19086/33666 [11:52<09:04, 26.80it/s, loss=4.4, v_num=0] 
    Epoch 0:  57%|█████▋    | 19087/33666 [11:52<09:04, 26.80it/s, loss=4.4, v_num=0]
    Epoch 0:  57%|█████▋    | 19087/33666 [11:52<09:04, 26.80it/s, loss=4.42, v_num=0]
    Epoch 0:  57%|█████▋    | 19088/33666 [11:52<09:04, 26.80it/s, loss=4.42, v_num=0]
    Epoch 0:  57%|█████▋    | 19088/33666 [11:52<09:04, 26.80it/s, loss=4.44, v_num=0]
    Epoch 0:  57%|█████▋    | 19089/33666 [11:52<09:03, 26.80it/s, loss=4.44, v_num=0]
    Epoch 0:  57%|█████▋    | 19089/33666 [11:52<09:03, 26.80it/s, loss=4.48, v_num=0]
    Epoch 0:  57%|█████▋    | 19090/33666 [11:52<09:03, 26.80it/s, loss=4.48, v_num=0]
    Epoch 0:  57%|█████▋    | 19090/33666 [11:52<09:03, 26.80it/s, loss=4.5, v_num=0] 
    Epoch 0:  57%|█████▋    | 19091/33666 [11:52<09:03, 26.80it/s, loss=4.5, v_num=0]
    Epoch 0:  57%|█████▋    | 19091/33666 [11:52<09:03, 26.80it/s, loss=4.57, v_num=0]
    Epoch 0:  57%|█████▋    | 19092/33666 [11:52<09:03, 26.80it/s, loss=4.57, v_num=0]
    Epoch 0:  57%|█████▋    | 19092/33666 [11:52<09:03, 26.80it/s, loss=4.54, v_num=0]
    Epoch 0:  57%|█████▋    | 19093/33666 [11:52<09:03, 26.80it/s, loss=4.54, v_num=0]
    Epoch 0:  57%|█████▋    | 19093/33666 [11:52<09:03, 26.80it/s, loss=4.52, v_num=0]
    Epoch 0:  57%|█████▋    | 19094/33666 [11:52<09:03, 26.80it/s, loss=4.52, v_num=0]
    Epoch 0:  57%|█████▋    | 19094/33666 [11:52<09:03, 26.80it/s, loss=4.51, v_num=0]
    Epoch 0:  57%|█████▋    | 19095/33666 [11:52<09:03, 26.80it/s, loss=4.51, v_num=0]
    Epoch 0:  57%|█████▋    | 19095/33666 [11:52<09:03, 26.80it/s, loss=4.47, v_num=0]
    Epoch 0:  57%|█████▋    | 19096/33666 [11:52<09:03, 26.80it/s, loss=4.47, v_num=0]
    Epoch 0:  57%|█████▋    | 19096/33666 [11:52<09:03, 26.80it/s, loss=4.44, v_num=0]
    Epoch 0:  57%|█████▋    | 19097/33666 [11:52<09:03, 26.80it/s, loss=4.44, v_num=0]
    Epoch 0:  57%|█████▋    | 19097/33666 [11:52<09:03, 26.80it/s, loss=4.4, v_num=0] 
    Epoch 0:  57%|█████▋    | 19098/33666 [11:52<09:03, 26.80it/s, loss=4.4, v_num=0]
    Epoch 0:  57%|█████▋    | 19098/33666 [11:52<09:03, 26.80it/s, loss=4.4, v_num=0]
    Epoch 0:  57%|█████▋    | 19099/33666 [11:52<09:03, 26.80it/s, loss=4.4, v_num=0]
    Epoch 0:  57%|█████▋    | 19099/33666 [11:52<09:03, 26.80it/s, loss=4.43, v_num=0]
    Epoch 0:  57%|█████▋    | 19100/33666 [11:52<09:03, 26.80it/s, loss=4.43, v_num=0]
    Epoch 0:  57%|█████▋    | 19100/33666 [11:52<09:03, 26.80it/s, loss=4.44, v_num=0]
    Epoch 0:  57%|█████▋    | 19101/33666 [11:52<09:03, 26.80it/s, loss=4.44, v_num=0]
    Epoch 0:  57%|█████▋    | 19101/33666 [11:52<09:03, 26.80it/s, loss=4.43, v_num=0]
    Epoch 0:  57%|█████▋    | 19102/33666 [11:52<09:03, 26.80it/s, loss=4.43, v_num=0]
    Epoch 0:  57%|█████▋    | 19102/33666 [11:52<09:03, 26.80it/s, loss=4.4, v_num=0] 
    Epoch 0:  57%|█████▋    | 19103/33666 [11:52<09:03, 26.80it/s, loss=4.4, v_num=0]
    Epoch 0:  57%|█████▋    | 19103/33666 [11:52<09:03, 26.80it/s, loss=4.41, v_num=0]
    Epoch 0:  57%|█████▋    | 19104/33666 [11:52<09:03, 26.80it/s, loss=4.41, v_num=0]
    Epoch 0:  57%|█████▋    | 19104/33666 [11:52<09:03, 26.80it/s, loss=4.45, v_num=0]
    Epoch 0:  57%|█████▋    | 19105/33666 [11:53<09:03, 26.80it/s, loss=4.45, v_num=0]
    Epoch 0:  57%|█████▋    | 19105/33666 [11:53<09:03, 26.80it/s, loss=4.44, v_num=0]
    Epoch 0:  57%|█████▋    | 19106/33666 [11:53<09:03, 26.80it/s, loss=4.44, v_num=0]
    Epoch 0:  57%|█████▋    | 19106/33666 [11:53<09:03, 26.80it/s, loss=4.43, v_num=0]
    Epoch 0:  57%|█████▋    | 19107/33666 [11:53<09:03, 26.79it/s, loss=4.43, v_num=0]
    Epoch 0:  57%|█████▋    | 19107/33666 [11:53<09:03, 26.79it/s, loss=4.44, v_num=0]
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    Epoch 0:  57%|█████▋    | 19143/33666 [11:54<09:02, 26.79it/s, loss=4.32, v_num=0]
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    Epoch 0:  57%|█████▋    | 19144/33666 [11:54<09:01, 26.79it/s, loss=4.3, v_num=0] 
    Epoch 0:  57%|█████▋    | 19145/33666 [11:54<09:01, 26.79it/s, loss=4.3, v_num=0]
    Epoch 0:  57%|█████▋    | 19145/33666 [11:54<09:01, 26.79it/s, loss=4.32, v_num=0]
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    Epoch 0:  57%|█████▋    | 19146/33666 [11:54<09:01, 26.79it/s, loss=4.35, v_num=0]
    Epoch 0:  57%|█████▋    | 19147/33666 [11:54<09:01, 26.79it/s, loss=4.35, v_num=0]
    Epoch 0:  57%|█████▋    | 19147/33666 [11:54<09:01, 26.79it/s, loss=4.36, v_num=0]
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    Epoch 0:  57%|█████▋    | 19149/33666 [11:54<09:01, 26.79it/s, loss=4.39, v_num=0]
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    Epoch 0:  57%|█████▋    | 19151/33666 [11:54<09:01, 26.79it/s, loss=4.41, v_num=0]
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    Epoch 0:  57%|█████▋    | 19152/33666 [11:54<09:01, 26.79it/s, loss=4.41, v_num=0]
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    Epoch 0:  57%|█████▋    | 19153/33666 [11:54<09:01, 26.79it/s, loss=4.39, v_num=0]
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    Epoch 0:  57%|█████▋    | 19154/33666 [11:54<09:01, 26.79it/s, loss=4.34, v_num=0]
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    Epoch 0:  57%|█████▋    | 19156/33666 [11:54<09:01, 26.79it/s, loss=4.24, v_num=0]
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    Epoch 0:  57%|█████▋    | 19158/33666 [11:55<09:01, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  57%|█████▋    | 19158/33666 [11:55<09:01, 26.79it/s, loss=4.22, v_num=0]
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    Epoch 0:  57%|█████▋    | 19159/33666 [11:55<09:01, 26.79it/s, loss=4.23, v_num=0]
    Epoch 0:  57%|█████▋    | 19160/33666 [11:55<09:01, 26.79it/s, loss=4.23, v_num=0]
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    Epoch 0:  57%|█████▋    | 19161/33666 [11:55<09:01, 26.79it/s, loss=4.19, v_num=0]
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    Epoch 0:  57%|█████▋    | 19163/33666 [11:55<09:01, 26.79it/s, loss=4.13, v_num=0]
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    Epoch 0:  57%|█████▋    | 19164/33666 [11:55<09:01, 26.79it/s, loss=4.19, v_num=0]
    Epoch 0:  57%|█████▋    | 19165/33666 [11:55<09:01, 26.79it/s, loss=4.19, v_num=0]
    Epoch 0:  57%|█████▋    | 19165/33666 [11:55<09:01, 26.79it/s, loss=4.16, v_num=0]
    Epoch 0:  57%|█████▋    | 19166/33666 [11:55<09:01, 26.79it/s, loss=4.16, v_num=0]
    Epoch 0:  57%|█████▋    | 19166/33666 [11:55<09:01, 26.79it/s, loss=4.13, v_num=0]
    Epoch 0:  57%|█████▋    | 19167/33666 [11:55<09:01, 26.79it/s, loss=4.13, v_num=0]
    Epoch 0:  57%|█████▋    | 19167/33666 [11:55<09:01, 26.79it/s, loss=4.11, v_num=0]
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    Epoch 0:  57%|█████▋    | 19168/33666 [11:55<09:01, 26.79it/s, loss=4.11, v_num=0]
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    Epoch 0:  57%|█████▋    | 19169/33666 [11:55<09:01, 26.79it/s, loss=4.05, v_num=0]
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    Epoch 0:  57%|█████▋    | 19170/33666 [11:55<09:01, 26.79it/s, loss=4.03, v_num=0]
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    Epoch 0:  57%|█████▋    | 19173/33666 [11:55<09:00, 26.79it/s, loss=4.11, v_num=0]
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    Epoch 0:  57%|█████▋    | 19174/33666 [11:55<09:00, 26.79it/s, loss=4.14, v_num=0]
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    Epoch 0:  57%|█████▋    | 19176/33666 [11:55<09:00, 26.79it/s, loss=4.25, v_num=0]
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    Epoch 0:  57%|█████▋    | 19184/33666 [11:56<09:00, 26.79it/s, loss=4.4, v_num=0]
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    Epoch 0:  57%|█████▋    | 19186/33666 [11:56<09:00, 26.79it/s, loss=4.35, v_num=0]
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    Epoch 0:  57%|█████▋    | 19213/33666 [11:57<08:59, 26.79it/s, loss=4.36, v_num=0]
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    Epoch 0:  57%|█████▋    | 19214/33666 [11:57<08:59, 26.79it/s, loss=4.39, v_num=0]
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    Epoch 0:  57%|█████▋    | 19219/33666 [11:57<08:59, 26.79it/s, loss=4.36, v_num=0]
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    Epoch 0:  57%|█████▋    | 19224/33666 [11:57<08:59, 26.79it/s, loss=4.32, v_num=0]
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    Epoch 0:  57%|█████▋    | 19227/33666 [11:57<08:58, 26.79it/s, loss=4.34, v_num=0]
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    Epoch 0:  57%|█████▋    | 19239/33666 [11:58<08:58, 26.79it/s, loss=4.18, v_num=0]
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    Epoch 0:  57%|█████▋    | 19245/33666 [11:58<08:58, 26.79it/s, loss=4.24, v_num=0]
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    Epoch 0:  57%|█████▋    | 19246/33666 [11:58<08:58, 26.79it/s, loss=4.21, v_num=0]
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    Epoch 0:  57%|█████▋    | 19247/33666 [11:58<08:58, 26.79it/s, loss=4.19, v_num=0]
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    Epoch 0:  57%|█████▋    | 19249/33666 [11:58<08:58, 26.79it/s, loss=4.22, v_num=0]
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    Epoch 0:  57%|█████▋    | 19251/33666 [11:58<08:58, 26.79it/s, loss=4.22, v_num=0]
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    Epoch 0:  57%|█████▋    | 19264/33666 [11:59<08:57, 26.79it/s, loss=4.22, v_num=0]
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    Epoch 0:  57%|█████▋    | 19265/33666 [11:59<08:57, 26.79it/s, loss=4.25, v_num=0]
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    Epoch 0:  57%|█████▋    | 19287/33666 [11:59<08:56, 26.79it/s, loss=4.2, v_num=0]
    Epoch 0:  57%|█████▋    | 19287/33666 [11:59<08:56, 26.79it/s, loss=4.19, v_num=0]
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    Epoch 0:  57%|█████▋    | 19288/33666 [11:59<08:56, 26.79it/s, loss=4.22, v_num=0]
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    Epoch 0:  57%|█████▋    | 19289/33666 [12:00<08:56, 26.79it/s, loss=4.21, v_num=0]
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    Epoch 0:  57%|█████▋    | 19290/33666 [12:00<08:56, 26.79it/s, loss=4.22, v_num=0]
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    Epoch 0:  57%|█████▋    | 19291/33666 [12:00<08:56, 26.79it/s, loss=4.25, v_num=0]
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    Epoch 0:  57%|█████▋    | 19292/33666 [12:00<08:56, 26.79it/s, loss=4.23, v_num=0]
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    Epoch 0:  57%|█████▋    | 19293/33666 [12:00<08:56, 26.79it/s, loss=4.17, v_num=0]
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    Epoch 0:  57%|█████▋    | 19294/33666 [12:00<08:56, 26.79it/s, loss=4.2, v_num=0] 
    Epoch 0:  57%|█████▋    | 19295/33666 [12:00<08:56, 26.79it/s, loss=4.2, v_num=0]
    Epoch 0:  57%|█████▋    | 19295/33666 [12:00<08:56, 26.79it/s, loss=4.23, v_num=0]
    Epoch 0:  57%|█████▋    | 19296/33666 [12:00<08:56, 26.79it/s, loss=4.23, v_num=0]
    Epoch 0:  57%|█████▋    | 19296/33666 [12:00<08:56, 26.79it/s, loss=4.27, v_num=0]
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    Epoch 0:  57%|█████▋    | 19297/33666 [12:00<08:56, 26.79it/s, loss=4.23, v_num=0]
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    Epoch 0:  57%|█████▋    | 19299/33666 [12:00<08:56, 26.79it/s, loss=4.25, v_num=0]
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    Epoch 0:  57%|█████▋    | 19300/33666 [12:00<08:56, 26.79it/s, loss=4.3, v_num=0] 
    Epoch 0:  57%|█████▋    | 19301/33666 [12:00<08:56, 26.79it/s, loss=4.3, v_num=0]
    Epoch 0:  57%|█████▋    | 19301/33666 [12:00<08:56, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  57%|█████▋    | 19302/33666 [12:00<08:56, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  57%|█████▋    | 19302/33666 [12:00<08:56, 26.79it/s, loss=4.26, v_num=0]
    Epoch 0:  57%|█████▋    | 19303/33666 [12:00<08:56, 26.79it/s, loss=4.26, v_num=0]
    Epoch 0:  57%|█████▋    | 19303/33666 [12:00<08:56, 26.79it/s, loss=4.21, v_num=0]
    Epoch 0:  57%|█████▋    | 19304/33666 [12:00<08:56, 26.79it/s, loss=4.21, v_num=0]
    Epoch 0:  57%|█████▋    | 19304/33666 [12:00<08:56, 26.79it/s, loss=4.2, v_num=0] 
    Epoch 0:  57%|█████▋    | 19305/33666 [12:00<08:56, 26.79it/s, loss=4.2, v_num=0]
    Epoch 0:  57%|█████▋    | 19305/33666 [12:00<08:56, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  57%|█████▋    | 19306/33666 [12:00<08:56, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  57%|█████▋    | 19306/33666 [12:00<08:56, 26.79it/s, loss=4.23, v_num=0]
    Epoch 0:  57%|█████▋    | 19307/33666 [12:00<08:55, 26.79it/s, loss=4.23, v_num=0]
    Epoch 0:  57%|█████▋    | 19307/33666 [12:00<08:55, 26.79it/s, loss=4.28, v_num=0]
    Epoch 0:  57%|█████▋    | 19308/33666 [12:00<08:55, 26.79it/s, loss=4.28, v_num=0]
    Epoch 0:  57%|█████▋    | 19308/33666 [12:00<08:55, 26.79it/s, loss=4.26, v_num=0]
    Epoch 0:  57%|█████▋    | 19309/33666 [12:00<08:55, 26.79it/s, loss=4.26, v_num=0]
    Epoch 0:  57%|█████▋    | 19309/33666 [12:00<08:55, 26.79it/s, loss=4.24, v_num=0]
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    Epoch 0:  57%|█████▋    | 19310/33666 [12:00<08:55, 26.79it/s, loss=4.23, v_num=0]
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    Epoch 0:  57%|█████▋    | 19311/33666 [12:00<08:55, 26.79it/s, loss=4.24, v_num=0]
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    Epoch 0:  57%|█████▋    | 19312/33666 [12:00<08:55, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  57%|█████▋    | 19313/33666 [12:00<08:55, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  57%|█████▋    | 19313/33666 [12:00<08:55, 26.79it/s, loss=4.32, v_num=0]
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    Epoch 0:  57%|█████▋    | 19314/33666 [12:00<08:55, 26.79it/s, loss=4.31, v_num=0]
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    Epoch 0:  57%|█████▋    | 19315/33666 [12:00<08:55, 26.79it/s, loss=4.28, v_num=0]
    Epoch 0:  57%|█████▋    | 19316/33666 [12:00<08:55, 26.79it/s, loss=4.28, v_num=0]
    Epoch 0:  57%|█████▋    | 19316/33666 [12:00<08:55, 26.79it/s, loss=4.26, v_num=0]
    Epoch 0:  57%|█████▋    | 19317/33666 [12:01<08:55, 26.79it/s, loss=4.26, v_num=0]
    Epoch 0:  57%|█████▋    | 19317/33666 [12:01<08:55, 26.79it/s, loss=4.25, v_num=0]
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    Epoch 0:  57%|█████▋    | 19318/33666 [12:01<08:55, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  57%|█████▋    | 19319/33666 [12:01<08:55, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  57%|█████▋    | 19319/33666 [12:01<08:55, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  57%|█████▋    | 19320/33666 [12:01<08:55, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  57%|█████▋    | 19320/33666 [12:01<08:55, 26.79it/s, loss=4.3, v_num=0] 
    Epoch 0:  57%|█████▋    | 19321/33666 [12:01<08:55, 26.79it/s, loss=4.3, v_num=0]
    Epoch 0:  57%|█████▋    | 19321/33666 [12:01<08:55, 26.79it/s, loss=4.35, v_num=0]
    Epoch 0:  57%|█████▋    | 19322/33666 [12:01<08:55, 26.79it/s, loss=4.35, v_num=0]
    Epoch 0:  57%|█████▋    | 19322/33666 [12:01<08:55, 26.79it/s, loss=4.32, v_num=0]
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    Epoch 0:  57%|█████▋    | 19323/33666 [12:01<08:55, 26.79it/s, loss=4.3, v_num=0] 
    Epoch 0:  57%|█████▋    | 19324/33666 [12:01<08:55, 26.79it/s, loss=4.3, v_num=0]
    Epoch 0:  57%|█████▋    | 19324/33666 [12:01<08:55, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  57%|█████▋    | 19325/33666 [12:01<08:55, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  57%|█████▋    | 19325/33666 [12:01<08:55, 26.79it/s, loss=4.25, v_num=0]
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    Epoch 0:  57%|█████▋    | 19327/33666 [12:01<08:55, 26.79it/s, loss=4.22, v_num=0]
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    Epoch 0:  57%|█████▋    | 19328/33666 [12:01<08:55, 26.79it/s, loss=4.24, v_num=0]
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    Epoch 0:  57%|█████▋    | 19329/33666 [12:01<08:55, 26.79it/s, loss=4.27, v_num=0]
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    Epoch 0:  57%|█████▋    | 19330/33666 [12:01<08:55, 26.79it/s, loss=4.24, v_num=0]
    Epoch 0:  57%|█████▋    | 19331/33666 [12:01<08:55, 26.79it/s, loss=4.24, v_num=0]
    Epoch 0:  57%|█████▋    | 19331/33666 [12:01<08:55, 26.79it/s, loss=4.21, v_num=0]
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    Epoch 0:  57%|█████▋    | 19332/33666 [12:01<08:55, 26.79it/s, loss=4.2, v_num=0] 
    Epoch 0:  57%|█████▋    | 19333/33666 [12:01<08:54, 26.79it/s, loss=4.2, v_num=0]
    Epoch 0:  57%|█████▋    | 19333/33666 [12:01<08:54, 26.79it/s, loss=4.22, v_num=0]
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    Epoch 0:  57%|█████▋    | 19334/33666 [12:01<08:54, 26.79it/s, loss=4.24, v_num=0]
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    Epoch 0:  57%|█████▋    | 19335/33666 [12:01<08:54, 26.79it/s, loss=4.24, v_num=0]
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    Epoch 0:  57%|█████▋    | 19336/33666 [12:01<08:54, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  57%|█████▋    | 19337/33666 [12:01<08:54, 26.79it/s, loss=4.25, v_num=0]
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    Epoch 0:  57%|█████▋    | 19338/33666 [12:01<08:54, 26.79it/s, loss=4.24, v_num=0]
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    Epoch 0:  57%|█████▋    | 19340/33666 [12:01<08:54, 26.79it/s, loss=4.18, v_num=0]
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    Epoch 0:  57%|█████▋    | 19343/33666 [12:01<08:54, 26.79it/s, loss=4.24, v_num=0]
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    Epoch 0:  57%|█████▋    | 19344/33666 [12:02<08:54, 26.79it/s, loss=4.28, v_num=0]
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    Epoch 0:  57%|█████▋    | 19350/33666 [12:02<08:54, 26.79it/s, loss=4.29, v_num=0]
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    Epoch 0:  57%|█████▋    | 19351/33666 [12:02<08:54, 26.79it/s, loss=4.26, v_num=0]
    Epoch 0:  57%|█████▋    | 19352/33666 [12:02<08:54, 26.79it/s, loss=4.26, v_num=0]
    Epoch 0:  57%|█████▋    | 19352/33666 [12:02<08:54, 26.79it/s, loss=4.22, v_num=0]
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    Epoch 0:  57%|█████▋    | 19354/33666 [12:02<08:54, 26.79it/s, loss=4.16, v_num=0]
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    Epoch 0:  57%|█████▋    | 19355/33666 [12:02<08:54, 26.79it/s, loss=4.13, v_num=0]
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    Epoch 0:  57%|█████▋    | 19356/33666 [12:02<08:54, 26.79it/s, loss=4.16, v_num=0]
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    Epoch 0:  57%|█████▋    | 19357/33666 [12:02<08:54, 26.79it/s, loss=4.2, v_num=0] 
    Epoch 0:  58%|█████▊    | 19358/33666 [12:02<08:54, 26.79it/s, loss=4.2, v_num=0]
    Epoch 0:  58%|█████▊    | 19358/33666 [12:02<08:54, 26.79it/s, loss=4.2, v_num=0]
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    Epoch 0:  58%|█████▊    | 19359/33666 [12:02<08:54, 26.79it/s, loss=4.26, v_num=0]
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    Epoch 0:  58%|█████▊    | 19360/33666 [12:02<08:53, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  58%|█████▊    | 19361/33666 [12:02<08:53, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  58%|█████▊    | 19361/33666 [12:02<08:53, 26.79it/s, loss=4.2, v_num=0] 
    Epoch 0:  58%|█████▊    | 19362/33666 [12:02<08:53, 26.79it/s, loss=4.2, v_num=0]
    Epoch 0:  58%|█████▊    | 19362/33666 [12:02<08:53, 26.79it/s, loss=4.17, v_num=0]
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    Epoch 0:  58%|█████▊    | 19363/33666 [12:02<08:53, 26.79it/s, loss=4.16, v_num=0]
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    Epoch 0:  58%|█████▊    | 19364/33666 [12:02<08:53, 26.79it/s, loss=4.13, v_num=0]
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    Epoch 0:  58%|█████▊    | 19365/33666 [12:02<08:53, 26.79it/s, loss=4.16, v_num=0]
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    Epoch 0:  58%|█████▊    | 19366/33666 [12:02<08:53, 26.79it/s, loss=4.15, v_num=0]
    Epoch 0:  58%|█████▊    | 19367/33666 [12:02<08:53, 26.79it/s, loss=4.15, v_num=0]
    Epoch 0:  58%|█████▊    | 19367/33666 [12:02<08:53, 26.79it/s, loss=4.16, v_num=0]
    Epoch 0:  58%|█████▊    | 19368/33666 [12:02<08:53, 26.79it/s, loss=4.16, v_num=0]
    Epoch 0:  58%|█████▊    | 19368/33666 [12:02<08:53, 26.79it/s, loss=4.15, v_num=0]
    Epoch 0:  58%|█████▊    | 19369/33666 [12:02<08:53, 26.79it/s, loss=4.15, v_num=0]
    Epoch 0:  58%|█████▊    | 19369/33666 [12:02<08:53, 26.79it/s, loss=4.14, v_num=0]
    Epoch 0:  58%|█████▊    | 19370/33666 [12:02<08:53, 26.79it/s, loss=4.14, v_num=0]
    Epoch 0:  58%|█████▊    | 19370/33666 [12:02<08:53, 26.79it/s, loss=4.11, v_num=0]
    Epoch 0:  58%|█████▊    | 19371/33666 [12:02<08:53, 26.79it/s, loss=4.11, v_num=0]
    Epoch 0:  58%|█████▊    | 19371/33666 [12:02<08:53, 26.79it/s, loss=4.18, v_num=0]
    Epoch 0:  58%|█████▊    | 19372/33666 [12:03<08:53, 26.79it/s, loss=4.18, v_num=0]
    Epoch 0:  58%|█████▊    | 19372/33666 [12:03<08:53, 26.79it/s, loss=4.19, v_num=0]
    Epoch 0:  58%|█████▊    | 19373/33666 [12:03<08:53, 26.79it/s, loss=4.19, v_num=0]
    Epoch 0:  58%|█████▊    | 19373/33666 [12:03<08:53, 26.79it/s, loss=4.21, v_num=0]
    Epoch 0:  58%|█████▊    | 19374/33666 [12:03<08:53, 26.79it/s, loss=4.21, v_num=0]
    Epoch 0:  58%|█████▊    | 19374/33666 [12:03<08:53, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  58%|█████▊    | 19375/33666 [12:03<08:53, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  58%|█████▊    | 19375/33666 [12:03<08:53, 26.79it/s, loss=4.24, v_num=0]
    Epoch 0:  58%|█████▊    | 19376/33666 [12:03<08:53, 26.79it/s, loss=4.24, v_num=0]
    Epoch 0:  58%|█████▊    | 19376/33666 [12:03<08:53, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  58%|█████▊    | 19377/33666 [12:03<08:53, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  58%|█████▊    | 19377/33666 [12:03<08:53, 26.79it/s, loss=4.2, v_num=0] 
    Epoch 0:  58%|█████▊    | 19378/33666 [12:03<08:53, 26.79it/s, loss=4.2, v_num=0]
    Epoch 0:  58%|█████▊    | 19378/33666 [12:03<08:53, 26.79it/s, loss=4.18, v_num=0]
    Epoch 0:  58%|█████▊    | 19379/33666 [12:03<08:53, 26.79it/s, loss=4.18, v_num=0]
    Epoch 0:  58%|█████▊    | 19379/33666 [12:03<08:53, 26.79it/s, loss=4.16, v_num=0]
    Epoch 0:  58%|█████▊    | 19380/33666 [12:03<08:53, 26.79it/s, loss=4.16, v_num=0]
    Epoch 0:  58%|█████▊    | 19380/33666 [12:03<08:53, 26.79it/s, loss=4.15, v_num=0]
    Epoch 0:  58%|█████▊    | 19381/33666 [12:03<08:53, 26.79it/s, loss=4.15, v_num=0]
    Epoch 0:  58%|█████▊    | 19381/33666 [12:03<08:53, 26.79it/s, loss=4.19, v_num=0]
    Epoch 0:  58%|█████▊    | 19382/33666 [12:03<08:53, 26.79it/s, loss=4.19, v_num=0]
    Epoch 0:  58%|█████▊    | 19382/33666 [12:03<08:53, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  58%|█████▊    | 19383/33666 [12:03<08:53, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  58%|█████▊    | 19383/33666 [12:03<08:53, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  58%|█████▊    | 19384/33666 [12:03<08:53, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  58%|█████▊    | 19384/33666 [12:03<08:53, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  58%|█████▊    | 19385/33666 [12:03<08:53, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  58%|█████▊    | 19385/33666 [12:03<08:53, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  58%|█████▊    | 19386/33666 [12:03<08:52, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  58%|█████▊    | 19386/33666 [12:03<08:52, 26.79it/s, loss=4.23, v_num=0]
    Epoch 0:  58%|█████▊    | 19387/33666 [12:03<08:52, 26.79it/s, loss=4.23, v_num=0]
    Epoch 0:  58%|█████▊    | 19387/33666 [12:03<08:52, 26.79it/s, loss=4.23, v_num=0]
    Epoch 0:  58%|█████▊    | 19388/33666 [12:03<08:52, 26.79it/s, loss=4.23, v_num=0]
    Epoch 0:  58%|█████▊    | 19388/33666 [12:03<08:52, 26.79it/s, loss=4.23, v_num=0]
    Epoch 0:  58%|█████▊    | 19389/33666 [12:03<08:52, 26.79it/s, loss=4.23, v_num=0]
    Epoch 0:  58%|█████▊    | 19389/33666 [12:03<08:52, 26.79it/s, loss=4.24, v_num=0]
    Epoch 0:  58%|█████▊    | 19390/33666 [12:03<08:52, 26.79it/s, loss=4.24, v_num=0]
    Epoch 0:  58%|█████▊    | 19390/33666 [12:03<08:52, 26.79it/s, loss=4.29, v_num=0]
    Epoch 0:  58%|█████▊    | 19391/33666 [12:03<08:52, 26.79it/s, loss=4.29, v_num=0]
    Epoch 0:  58%|█████▊    | 19391/33666 [12:03<08:52, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  58%|█████▊    | 19392/33666 [12:03<08:52, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  58%|█████▊    | 19392/33666 [12:03<08:52, 26.79it/s, loss=4.21, v_num=0]
    Epoch 0:  58%|█████▊    | 19393/33666 [12:03<08:52, 26.79it/s, loss=4.21, v_num=0]
    Epoch 0:  58%|█████▊    | 19393/33666 [12:03<08:52, 26.79it/s, loss=4.18, v_num=0]
    Epoch 0:  58%|█████▊    | 19394/33666 [12:03<08:52, 26.79it/s, loss=4.18, v_num=0]
    Epoch 0:  58%|█████▊    | 19394/33666 [12:03<08:52, 26.79it/s, loss=4.19, v_num=0]
    Epoch 0:  58%|█████▊    | 19395/33666 [12:03<08:52, 26.79it/s, loss=4.19, v_num=0]
    Epoch 0:  58%|█████▊    | 19395/33666 [12:03<08:52, 26.79it/s, loss=4.19, v_num=0]
    Epoch 0:  58%|█████▊    | 19396/33666 [12:03<08:52, 26.79it/s, loss=4.19, v_num=0]
    Epoch 0:  58%|█████▊    | 19396/33666 [12:03<08:52, 26.79it/s, loss=4.19, v_num=0]
    Epoch 0:  58%|█████▊    | 19397/33666 [12:03<08:52, 26.79it/s, loss=4.19, v_num=0]
    Epoch 0:  58%|█████▊    | 19397/33666 [12:03<08:52, 26.79it/s, loss=4.19, v_num=0]
    Epoch 0:  58%|█████▊    | 19398/33666 [12:04<08:52, 26.79it/s, loss=4.19, v_num=0]
    Epoch 0:  58%|█████▊    | 19398/33666 [12:04<08:52, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  58%|█████▊    | 19399/33666 [12:04<08:52, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  58%|█████▊    | 19399/33666 [12:04<08:52, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  58%|█████▊    | 19400/33666 [12:04<08:52, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  58%|█████▊    | 19400/33666 [12:04<08:52, 26.79it/s, loss=4.17, v_num=0]
    Epoch 0:  58%|█████▊    | 19401/33666 [12:04<08:52, 26.79it/s, loss=4.17, v_num=0]
    Epoch 0:  58%|█████▊    | 19401/33666 [12:04<08:52, 26.79it/s, loss=4.11, v_num=0]
    Epoch 0:  58%|█████▊    | 19402/33666 [12:04<08:52, 26.79it/s, loss=4.11, v_num=0]
    Epoch 0:  58%|█████▊    | 19402/33666 [12:04<08:52, 26.79it/s, loss=4.07, v_num=0]
    Epoch 0:  58%|█████▊    | 19403/33666 [12:04<08:52, 26.79it/s, loss=4.07, v_num=0]
    Epoch 0:  58%|█████▊    | 19403/33666 [12:04<08:52, 26.79it/s, loss=4.02, v_num=0]
    Epoch 0:  58%|█████▊    | 19404/33666 [12:04<08:52, 26.79it/s, loss=4.02, v_num=0]
    Epoch 0:  58%|█████▊    | 19404/33666 [12:04<08:52, 26.79it/s, loss=4.03, v_num=0]
    Epoch 0:  58%|█████▊    | 19405/33666 [12:04<08:52, 26.79it/s, loss=4.03, v_num=0]
    Epoch 0:  58%|█████▊    | 19405/33666 [12:04<08:52, 26.79it/s, loss=4.05, v_num=0]
    Epoch 0:  58%|█████▊    | 19406/33666 [12:04<08:52, 26.79it/s, loss=4.05, v_num=0]
    Epoch 0:  58%|█████▊    | 19406/33666 [12:04<08:52, 26.79it/s, loss=4.04, v_num=0]
    Epoch 0:  58%|█████▊    | 19407/33666 [12:04<08:52, 26.79it/s, loss=4.04, v_num=0]
    Epoch 0:  58%|█████▊    | 19407/33666 [12:04<08:52, 26.79it/s, loss=4.04, v_num=0]
    Epoch 0:  58%|█████▊    | 19408/33666 [12:04<08:52, 26.79it/s, loss=4.04, v_num=0]
    Epoch 0:  58%|█████▊    | 19408/33666 [12:04<08:52, 26.79it/s, loss=4.05, v_num=0]
    Epoch 0:  58%|█████▊    | 19409/33666 [12:04<08:52, 26.79it/s, loss=4.05, v_num=0]
    Epoch 0:  58%|█████▊    | 19409/33666 [12:04<08:52, 26.79it/s, loss=4.02, v_num=0]
    Epoch 0:  58%|█████▊    | 19410/33666 [12:04<08:52, 26.79it/s, loss=4.02, v_num=0]
    Epoch 0:  58%|█████▊    | 19410/33666 [12:04<08:52, 26.79it/s, loss=3.99, v_num=0]
    Epoch 0:  58%|█████▊    | 19411/33666 [12:04<08:52, 26.79it/s, loss=3.99, v_num=0]
    Epoch 0:  58%|█████▊    | 19411/33666 [12:04<08:52, 26.79it/s, loss=4.02, v_num=0]
    Epoch 0:  58%|█████▊    | 19412/33666 [12:04<08:52, 26.79it/s, loss=4.02, v_num=0]
    Epoch 0:  58%|█████▊    | 19412/33666 [12:04<08:52, 26.79it/s, loss=4.02, v_num=0]
    Epoch 0:  58%|█████▊    | 19413/33666 [12:04<08:52, 26.79it/s, loss=4.02, v_num=0]
    Epoch 0:  58%|█████▊    | 19413/33666 [12:04<08:52, 26.79it/s, loss=4.08, v_num=0]
    Epoch 0:  58%|█████▊    | 19414/33666 [12:04<08:51, 26.79it/s, loss=4.08, v_num=0]
    Epoch 0:  58%|█████▊    | 19414/33666 [12:04<08:51, 26.79it/s, loss=4.02, v_num=0]
    Epoch 0:  58%|█████▊    | 19415/33666 [12:04<08:51, 26.79it/s, loss=4.02, v_num=0]
    Epoch 0:  58%|█████▊    | 19415/33666 [12:04<08:51, 26.79it/s, loss=4.04, v_num=0]
    Epoch 0:  58%|█████▊    | 19416/33666 [12:04<08:51, 26.79it/s, loss=4.04, v_num=0]
    Epoch 0:  58%|█████▊    | 19416/33666 [12:04<08:51, 26.79it/s, loss=4, v_num=0]   
    Epoch 0:  58%|█████▊    | 19417/33666 [12:04<08:51, 26.79it/s, loss=4, v_num=0]
    Epoch 0:  58%|█████▊    | 19417/33666 [12:04<08:51, 26.79it/s, loss=3.99, v_num=0]
    Epoch 0:  58%|█████▊    | 19418/33666 [12:04<08:51, 26.79it/s, loss=3.99, v_num=0]
    Epoch 0:  58%|█████▊    | 19418/33666 [12:04<08:51, 26.79it/s, loss=4.01, v_num=0]
    Epoch 0:  58%|█████▊    | 19419/33666 [12:04<08:51, 26.79it/s, loss=4.01, v_num=0]
    Epoch 0:  58%|█████▊    | 19419/33666 [12:04<08:51, 26.79it/s, loss=3.97, v_num=0]
    Epoch 0:  58%|█████▊    | 19420/33666 [12:04<08:51, 26.79it/s, loss=3.97, v_num=0]
    Epoch 0:  58%|█████▊    | 19420/33666 [12:04<08:51, 26.79it/s, loss=4.01, v_num=0]
    Epoch 0:  58%|█████▊    | 19421/33666 [12:04<08:51, 26.79it/s, loss=4.01, v_num=0]
    Epoch 0:  58%|█████▊    | 19421/33666 [12:04<08:51, 26.79it/s, loss=4.06, v_num=0]
    Epoch 0:  58%|█████▊    | 19422/33666 [12:04<08:51, 26.79it/s, loss=4.06, v_num=0]
    Epoch 0:  58%|█████▊    | 19422/33666 [12:04<08:51, 26.79it/s, loss=4.08, v_num=0]
    Epoch 0:  58%|█████▊    | 19423/33666 [12:04<08:51, 26.79it/s, loss=4.08, v_num=0]
    Epoch 0:  58%|█████▊    | 19423/33666 [12:04<08:51, 26.79it/s, loss=4.12, v_num=0]
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    Epoch 0:  58%|█████▊    | 19424/33666 [12:04<08:51, 26.79it/s, loss=4.11, v_num=0]
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    Epoch 0:  58%|█████▊    | 19430/33666 [12:05<08:51, 26.79it/s, loss=4.14, v_num=0]
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    Epoch 0:  58%|█████▊    | 19431/33666 [12:05<08:51, 26.79it/s, loss=4.15, v_num=0]
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    Epoch 0:  58%|█████▊    | 19434/33666 [12:05<08:51, 26.79it/s, loss=4.2, v_num=0] 
    Epoch 0:  58%|█████▊    | 19435/33666 [12:05<08:51, 26.79it/s, loss=4.2, v_num=0]
    Epoch 0:  58%|█████▊    | 19435/33666 [12:05<08:51, 26.79it/s, loss=4.19, v_num=0]
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    Epoch 0:  58%|█████▊    | 19436/33666 [12:05<08:51, 26.79it/s, loss=4.28, v_num=0]
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    Epoch 0:  58%|█████▊    | 19437/33666 [12:05<08:51, 26.79it/s, loss=4.29, v_num=0]
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    Epoch 0:  58%|█████▊    | 19438/33666 [12:05<08:51, 26.79it/s, loss=4.24, v_num=0]
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    Epoch 0:  58%|█████▊    | 19439/33666 [12:05<08:51, 26.79it/s, loss=4.28, v_num=0]
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    Epoch 0:  58%|█████▊    | 19440/33666 [12:05<08:50, 26.79it/s, loss=4.28, v_num=0]
    Epoch 0:  58%|█████▊    | 19441/33666 [12:05<08:50, 26.79it/s, loss=4.28, v_num=0]
    Epoch 0:  58%|█████▊    | 19441/33666 [12:05<08:50, 26.79it/s, loss=4.34, v_num=0]
    Epoch 0:  58%|█████▊    | 19442/33666 [12:05<08:50, 26.79it/s, loss=4.34, v_num=0]
    Epoch 0:  58%|█████▊    | 19442/33666 [12:05<08:50, 26.79it/s, loss=4.32, v_num=0]
    Epoch 0:  58%|█████▊    | 19443/33666 [12:05<08:50, 26.79it/s, loss=4.32, v_num=0]
    Epoch 0:  58%|█████▊    | 19443/33666 [12:05<08:50, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  58%|█████▊    | 19444/33666 [12:05<08:50, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  58%|█████▊    | 19444/33666 [12:05<08:50, 26.79it/s, loss=4.3, v_num=0] 
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    Epoch 0:  58%|█████▊    | 19445/33666 [12:05<08:50, 26.79it/s, loss=4.28, v_num=0]
    Epoch 0:  58%|█████▊    | 19446/33666 [12:05<08:50, 26.79it/s, loss=4.28, v_num=0]
    Epoch 0:  58%|█████▊    | 19446/33666 [12:05<08:50, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  58%|█████▊    | 19447/33666 [12:05<08:50, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  58%|█████▊    | 19447/33666 [12:05<08:50, 26.79it/s, loss=4.28, v_num=0]
    Epoch 0:  58%|█████▊    | 19448/33666 [12:05<08:50, 26.79it/s, loss=4.28, v_num=0]
    Epoch 0:  58%|█████▊    | 19448/33666 [12:05<08:50, 26.79it/s, loss=4.33, v_num=0]
    Epoch 0:  58%|█████▊    | 19449/33666 [12:05<08:50, 26.79it/s, loss=4.33, v_num=0]
    Epoch 0:  58%|█████▊    | 19449/33666 [12:05<08:50, 26.79it/s, loss=4.36, v_num=0]
    Epoch 0:  58%|█████▊    | 19450/33666 [12:06<08:50, 26.79it/s, loss=4.36, v_num=0]
    Epoch 0:  58%|█████▊    | 19450/33666 [12:06<08:50, 26.79it/s, loss=4.35, v_num=0]
    Epoch 0:  58%|█████▊    | 19451/33666 [12:06<08:50, 26.79it/s, loss=4.35, v_num=0]
    Epoch 0:  58%|█████▊    | 19451/33666 [12:06<08:50, 26.79it/s, loss=4.32, v_num=0]
    Epoch 0:  58%|█████▊    | 19452/33666 [12:06<08:50, 26.79it/s, loss=4.32, v_num=0]
    Epoch 0:  58%|█████▊    | 19452/33666 [12:06<08:50, 26.79it/s, loss=4.34, v_num=0]
    Epoch 0:  58%|█████▊    | 19453/33666 [12:06<08:50, 26.79it/s, loss=4.34, v_num=0]
    Epoch 0:  58%|█████▊    | 19453/33666 [12:06<08:50, 26.79it/s, loss=4.33, v_num=0]
    Epoch 0:  58%|█████▊    | 19454/33666 [12:06<08:50, 26.79it/s, loss=4.33, v_num=0]
    Epoch 0:  58%|█████▊    | 19454/33666 [12:06<08:50, 26.79it/s, loss=4.32, v_num=0]
    Epoch 0:  58%|█████▊    | 19455/33666 [12:06<08:50, 26.79it/s, loss=4.32, v_num=0]
    Epoch 0:  58%|█████▊    | 19455/33666 [12:06<08:50, 26.79it/s, loss=4.37, v_num=0]
    Epoch 0:  58%|█████▊    | 19456/33666 [12:06<08:50, 26.79it/s, loss=4.37, v_num=0]
    Epoch 0:  58%|█████▊    | 19456/33666 [12:06<08:50, 26.79it/s, loss=4.3, v_num=0] 
    Epoch 0:  58%|█████▊    | 19457/33666 [12:06<08:50, 26.79it/s, loss=4.3, v_num=0]
    Epoch 0:  58%|█████▊    | 19457/33666 [12:06<08:50, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  58%|█████▊    | 19458/33666 [12:06<08:50, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  58%|█████▊    | 19458/33666 [12:06<08:50, 26.79it/s, loss=4.34, v_num=0]
    Epoch 0:  58%|█████▊    | 19459/33666 [12:06<08:50, 26.79it/s, loss=4.34, v_num=0]
    Epoch 0:  58%|█████▊    | 19459/33666 [12:06<08:50, 26.79it/s, loss=4.35, v_num=0]
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    Epoch 0:  58%|█████▊    | 19460/33666 [12:06<08:50, 26.79it/s, loss=4.38, v_num=0]
    Epoch 0:  58%|█████▊    | 19461/33666 [12:06<08:50, 26.79it/s, loss=4.38, v_num=0]
    Epoch 0:  58%|█████▊    | 19461/33666 [12:06<08:50, 26.79it/s, loss=4.36, v_num=0]
    Epoch 0:  58%|█████▊    | 19462/33666 [12:06<08:50, 26.79it/s, loss=4.36, v_num=0]
    Epoch 0:  58%|█████▊    | 19462/33666 [12:06<08:50, 26.79it/s, loss=4.36, v_num=0]
    Epoch 0:  58%|█████▊    | 19463/33666 [12:06<08:50, 26.79it/s, loss=4.36, v_num=0]
    Epoch 0:  58%|█████▊    | 19463/33666 [12:06<08:50, 26.79it/s, loss=4.37, v_num=0]
    Epoch 0:  58%|█████▊    | 19464/33666 [12:06<08:50, 26.79it/s, loss=4.37, v_num=0]
    Epoch 0:  58%|█████▊    | 19464/33666 [12:06<08:50, 26.79it/s, loss=4.43, v_num=0]
    Epoch 0:  58%|█████▊    | 19465/33666 [12:06<08:50, 26.79it/s, loss=4.43, v_num=0]
    Epoch 0:  58%|█████▊    | 19465/33666 [12:06<08:50, 26.79it/s, loss=4.46, v_num=0]
    Epoch 0:  58%|█████▊    | 19466/33666 [12:06<08:50, 26.79it/s, loss=4.46, v_num=0]
    Epoch 0:  58%|█████▊    | 19466/33666 [12:06<08:50, 26.79it/s, loss=4.45, v_num=0]
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    Epoch 0:  58%|█████▊    | 19467/33666 [12:06<08:50, 26.79it/s, loss=4.44, v_num=0]
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    Epoch 0:  58%|█████▊    | 19468/33666 [12:06<08:49, 26.79it/s, loss=4.4, v_num=0] 
    Epoch 0:  58%|█████▊    | 19469/33666 [12:06<08:49, 26.79it/s, loss=4.4, v_num=0]
    Epoch 0:  58%|█████▊    | 19469/33666 [12:06<08:49, 26.79it/s, loss=4.42, v_num=0]
    Epoch 0:  58%|█████▊    | 19470/33666 [12:06<08:49, 26.79it/s, loss=4.42, v_num=0]
    Epoch 0:  58%|█████▊    | 19470/33666 [12:06<08:49, 26.79it/s, loss=4.42, v_num=0]
    Epoch 0:  58%|█████▊    | 19471/33666 [12:06<08:49, 26.79it/s, loss=4.42, v_num=0]
    Epoch 0:  58%|█████▊    | 19471/33666 [12:06<08:49, 26.79it/s, loss=4.44, v_num=0]
    Epoch 0:  58%|█████▊    | 19472/33666 [12:06<08:49, 26.79it/s, loss=4.44, v_num=0]
    Epoch 0:  58%|█████▊    | 19472/33666 [12:06<08:49, 26.79it/s, loss=4.45, v_num=0]
    Epoch 0:  58%|█████▊    | 19473/33666 [12:06<08:49, 26.79it/s, loss=4.45, v_num=0]
    Epoch 0:  58%|█████▊    | 19473/33666 [12:06<08:49, 26.79it/s, loss=4.45, v_num=0]
    Epoch 0:  58%|█████▊    | 19474/33666 [12:06<08:49, 26.79it/s, loss=4.45, v_num=0]
    Epoch 0:  58%|█████▊    | 19474/33666 [12:06<08:49, 26.79it/s, loss=4.46, v_num=0]
    Epoch 0:  58%|█████▊    | 19475/33666 [12:06<08:49, 26.79it/s, loss=4.46, v_num=0]
    Epoch 0:  58%|█████▊    | 19475/33666 [12:06<08:49, 26.79it/s, loss=4.42, v_num=0]
    Epoch 0:  58%|█████▊    | 19476/33666 [12:07<08:49, 26.79it/s, loss=4.42, v_num=0]
    Epoch 0:  58%|█████▊    | 19476/33666 [12:07<08:49, 26.79it/s, loss=4.44, v_num=0]
    Epoch 0:  58%|█████▊    | 19477/33666 [12:07<08:49, 26.79it/s, loss=4.44, v_num=0]
    Epoch 0:  58%|█████▊    | 19477/33666 [12:07<08:49, 26.79it/s, loss=4.52, v_num=0]
    Epoch 0:  58%|█████▊    | 19478/33666 [12:07<08:49, 26.79it/s, loss=4.52, v_num=0]
    Epoch 0:  58%|█████▊    | 19478/33666 [12:07<08:49, 26.79it/s, loss=4.45, v_num=0]
    Epoch 0:  58%|█████▊    | 19479/33666 [12:07<08:49, 26.79it/s, loss=4.45, v_num=0]
    Epoch 0:  58%|█████▊    | 19479/33666 [12:07<08:49, 26.79it/s, loss=4.44, v_num=0]
    Epoch 0:  58%|█████▊    | 19480/33666 [12:07<08:49, 26.79it/s, loss=4.44, v_num=0]
    Epoch 0:  58%|█████▊    | 19480/33666 [12:07<08:49, 26.79it/s, loss=4.46, v_num=0]
    Epoch 0:  58%|█████▊    | 19481/33666 [12:07<08:49, 26.79it/s, loss=4.46, v_num=0]
    Epoch 0:  58%|█████▊    | 19481/33666 [12:07<08:49, 26.79it/s, loss=4.41, v_num=0]
    Epoch 0:  58%|█████▊    | 19482/33666 [12:07<08:49, 26.79it/s, loss=4.41, v_num=0]
    Epoch 0:  58%|█████▊    | 19482/33666 [12:07<08:49, 26.79it/s, loss=4.44, v_num=0]
    Epoch 0:  58%|█████▊    | 19483/33666 [12:07<08:49, 26.79it/s, loss=4.44, v_num=0]
    Epoch 0:  58%|█████▊    | 19483/33666 [12:07<08:49, 26.79it/s, loss=4.49, v_num=0]
    Epoch 0:  58%|█████▊    | 19484/33666 [12:07<08:49, 26.79it/s, loss=4.49, v_num=0]
    Epoch 0:  58%|█████▊    | 19484/33666 [12:07<08:49, 26.79it/s, loss=4.41, v_num=0]
    Epoch 0:  58%|█████▊    | 19485/33666 [12:07<08:49, 26.79it/s, loss=4.41, v_num=0]
    Epoch 0:  58%|█████▊    | 19485/33666 [12:07<08:49, 26.79it/s, loss=4.36, v_num=0]
    Epoch 0:  58%|█████▊    | 19486/33666 [12:07<08:49, 26.79it/s, loss=4.36, v_num=0]
    Epoch 0:  58%|█████▊    | 19486/33666 [12:07<08:49, 26.79it/s, loss=4.39, v_num=0]
    Epoch 0:  58%|█████▊    | 19487/33666 [12:07<08:49, 26.79it/s, loss=4.39, v_num=0]
    Epoch 0:  58%|█████▊    | 19487/33666 [12:07<08:49, 26.79it/s, loss=4.39, v_num=0]
    Epoch 0:  58%|█████▊    | 19488/33666 [12:07<08:49, 26.79it/s, loss=4.39, v_num=0]
    Epoch 0:  58%|█████▊    | 19488/33666 [12:07<08:49, 26.79it/s, loss=4.41, v_num=0]
    Epoch 0:  58%|█████▊    | 19489/33666 [12:07<08:49, 26.79it/s, loss=4.41, v_num=0]
    Epoch 0:  58%|█████▊    | 19489/33666 [12:07<08:49, 26.79it/s, loss=4.38, v_num=0]
    Epoch 0:  58%|█████▊    | 19490/33666 [12:07<08:49, 26.79it/s, loss=4.38, v_num=0]
    Epoch 0:  58%|█████▊    | 19490/33666 [12:07<08:49, 26.79it/s, loss=4.39, v_num=0]
    Epoch 0:  58%|█████▊    | 19491/33666 [12:07<08:49, 26.79it/s, loss=4.39, v_num=0]
    Epoch 0:  58%|█████▊    | 19491/33666 [12:07<08:49, 26.79it/s, loss=4.38, v_num=0]
    Epoch 0:  58%|█████▊    | 19492/33666 [12:07<08:49, 26.79it/s, loss=4.38, v_num=0]
    Epoch 0:  58%|█████▊    | 19492/33666 [12:07<08:49, 26.79it/s, loss=4.37, v_num=0]
    Epoch 0:  58%|█████▊    | 19493/33666 [12:07<08:49, 26.79it/s, loss=4.37, v_num=0]
    Epoch 0:  58%|█████▊    | 19493/33666 [12:07<08:49, 26.79it/s, loss=4.35, v_num=0]
    Epoch 0:  58%|█████▊    | 19494/33666 [12:07<08:49, 26.79it/s, loss=4.35, v_num=0]
    Epoch 0:  58%|█████▊    | 19494/33666 [12:07<08:49, 26.79it/s, loss=4.34, v_num=0]
    Epoch 0:  58%|█████▊    | 19495/33666 [12:07<08:49, 26.79it/s, loss=4.34, v_num=0]
    Epoch 0:  58%|█████▊    | 19495/33666 [12:07<08:49, 26.79it/s, loss=4.36, v_num=0]
    Epoch 0:  58%|█████▊    | 19496/33666 [12:07<08:48, 26.79it/s, loss=4.36, v_num=0]
    Epoch 0:  58%|█████▊    | 19496/33666 [12:07<08:48, 26.79it/s, loss=4.36, v_num=0]
    Epoch 0:  58%|█████▊    | 19497/33666 [12:07<08:48, 26.79it/s, loss=4.36, v_num=0]
    Epoch 0:  58%|█████▊    | 19497/33666 [12:07<08:48, 26.79it/s, loss=4.36, v_num=0]
    Epoch 0:  58%|█████▊    | 19498/33666 [12:07<08:48, 26.79it/s, loss=4.36, v_num=0]
    Epoch 0:  58%|█████▊    | 19498/33666 [12:07<08:48, 26.79it/s, loss=4.33, v_num=0]
    Epoch 0:  58%|█████▊    | 19499/33666 [12:07<08:48, 26.79it/s, loss=4.33, v_num=0]
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    Epoch 0:  58%|█████▊    | 19500/33666 [12:07<08:48, 26.79it/s, loss=4.32, v_num=0]
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    Epoch 0:  58%|█████▊    | 19501/33666 [12:07<08:48, 26.79it/s, loss=4.35, v_num=0]
    Epoch 0:  58%|█████▊    | 19502/33666 [12:08<08:48, 26.79it/s, loss=4.35, v_num=0]
    Epoch 0:  58%|█████▊    | 19502/33666 [12:08<08:48, 26.79it/s, loss=4.3, v_num=0] 
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    Epoch 0:  58%|█████▊    | 19503/33666 [12:08<08:48, 26.79it/s, loss=4.29, v_num=0]
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    Epoch 0:  58%|█████▊    | 19526/33666 [12:08<08:47, 26.79it/s, loss=4.31, v_num=0]
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    Epoch 0:  58%|█████▊    | 19540/33666 [12:09<08:47, 26.79it/s, loss=4.44, v_num=0]
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    Epoch 0:  58%|█████▊    | 19542/33666 [12:09<08:47, 26.79it/s, loss=4.37, v_num=0]
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    Epoch 0:  58%|█████▊    | 19545/33666 [12:09<08:47, 26.79it/s, loss=4.37, v_num=0]
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    Epoch 0:  58%|█████▊    | 19548/33666 [12:09<08:47, 26.79it/s, loss=4.38, v_num=0]
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    Epoch 0:  58%|█████▊    | 19549/33666 [12:09<08:46, 26.79it/s, loss=4.41, v_num=0]
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    Epoch 0:  58%|█████▊    | 19550/33666 [12:09<08:46, 26.79it/s, loss=4.36, v_num=0]
    Epoch 0:  58%|█████▊    | 19551/33666 [12:09<08:46, 26.79it/s, loss=4.36, v_num=0]
    Epoch 0:  58%|█████▊    | 19551/33666 [12:09<08:46, 26.79it/s, loss=4.28, v_num=0]
    Epoch 0:  58%|█████▊    | 19552/33666 [12:09<08:46, 26.79it/s, loss=4.28, v_num=0]
    Epoch 0:  58%|█████▊    | 19552/33666 [12:09<08:46, 26.79it/s, loss=4.26, v_num=0]
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    Epoch 0:  58%|█████▊    | 19553/33666 [12:09<08:46, 26.79it/s, loss=4.24, v_num=0]
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    Epoch 0:  58%|█████▊    | 19554/33666 [12:09<08:46, 26.79it/s, loss=4.25, v_num=0]
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    Epoch 0:  58%|█████▊    | 19555/33666 [12:09<08:46, 26.79it/s, loss=4.24, v_num=0]
    Epoch 0:  58%|█████▊    | 19556/33666 [12:10<08:46, 26.79it/s, loss=4.24, v_num=0]
    Epoch 0:  58%|█████▊    | 19556/33666 [12:10<08:46, 26.79it/s, loss=4.24, v_num=0]
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    Epoch 0:  58%|█████▊    | 19557/33666 [12:10<08:46, 26.79it/s, loss=4.26, v_num=0]
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    Epoch 0:  58%|█████▊    | 19558/33666 [12:10<08:46, 26.79it/s, loss=4.24, v_num=0]
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    Epoch 0:  58%|█████▊    | 19559/33666 [12:10<08:46, 26.79it/s, loss=4.26, v_num=0]
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    Epoch 0:  58%|█████▊    | 19560/33666 [12:10<08:46, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  58%|█████▊    | 19561/33666 [12:10<08:46, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  58%|█████▊    | 19561/33666 [12:10<08:46, 26.79it/s, loss=4.26, v_num=0]
    Epoch 0:  58%|█████▊    | 19562/33666 [12:10<08:46, 26.79it/s, loss=4.26, v_num=0]
    Epoch 0:  58%|█████▊    | 19562/33666 [12:10<08:46, 26.79it/s, loss=4.29, v_num=0]
    Epoch 0:  58%|█████▊    | 19563/33666 [12:10<08:46, 26.79it/s, loss=4.29, v_num=0]
    Epoch 0:  58%|█████▊    | 19563/33666 [12:10<08:46, 26.79it/s, loss=4.29, v_num=0]
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    Epoch 0:  58%|█████▊    | 19564/33666 [12:10<08:46, 26.79it/s, loss=4.23, v_num=0]
    Epoch 0:  58%|█████▊    | 19565/33666 [12:10<08:46, 26.79it/s, loss=4.23, v_num=0]
    Epoch 0:  58%|█████▊    | 19565/33666 [12:10<08:46, 26.79it/s, loss=4.24, v_num=0]
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    Epoch 0:  58%|█████▊    | 19568/33666 [12:10<08:46, 26.79it/s, loss=4.29, v_num=0]
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    Epoch 0:  58%|█████▊    | 19571/33666 [12:10<08:46, 26.79it/s, loss=4.3, v_num=0] 
    Epoch 0:  58%|█████▊    | 19572/33666 [12:10<08:46, 26.79it/s, loss=4.3, v_num=0]
    Epoch 0:  58%|█████▊    | 19572/33666 [12:10<08:46, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  58%|█████▊    | 19573/33666 [12:10<08:46, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  58%|█████▊    | 19573/33666 [12:10<08:46, 26.79it/s, loss=4.31, v_num=0]
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    Epoch 0:  58%|█████▊    | 19574/33666 [12:10<08:46, 26.79it/s, loss=4.3, v_num=0] 
    Epoch 0:  58%|█████▊    | 19575/33666 [12:10<08:46, 26.79it/s, loss=4.3, v_num=0]
    Epoch 0:  58%|█████▊    | 19575/33666 [12:10<08:46, 26.79it/s, loss=4.29, v_num=0]
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    Epoch 0:  58%|█████▊    | 19576/33666 [12:10<08:45, 26.79it/s, loss=4.28, v_num=0]
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    Epoch 0:  58%|█████▊    | 19578/33666 [12:10<08:45, 26.79it/s, loss=4.29, v_num=0]
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    Epoch 0:  58%|█████▊    | 19592/33666 [12:11<08:45, 26.79it/s, loss=4.26, v_num=0]
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    Epoch 0:  58%|█████▊    | 19606/33666 [12:11<08:44, 26.79it/s, loss=4.1, v_num=0]
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    Epoch 0:  58%|█████▊    | 19621/33666 [12:12<08:44, 26.79it/s, loss=4.21, v_num=0]
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    Epoch 0:  58%|█████▊    | 19622/33666 [12:12<08:44, 26.79it/s, loss=4.22, v_num=0]
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    Epoch 0:  58%|█████▊    | 19624/33666 [12:12<08:44, 26.79it/s, loss=4.18, v_num=0]
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    Epoch 0:  58%|█████▊    | 19626/33666 [12:12<08:44, 26.79it/s, loss=4.2, v_num=0]
    Epoch 0:  58%|█████▊    | 19626/33666 [12:12<08:44, 26.79it/s, loss=4.21, v_num=0]
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    Epoch 0:  58%|█████▊    | 19628/33666 [12:12<08:44, 26.79it/s, loss=4.21, v_num=0]
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    Epoch 0:  58%|█████▊    | 19629/33666 [12:12<08:44, 26.79it/s, loss=4.27, v_num=0]
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    Epoch 0:  58%|█████▊    | 19630/33666 [12:12<08:43, 26.79it/s, loss=4.25, v_num=0]
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    Epoch 0:  58%|█████▊    | 19631/33666 [12:12<08:43, 26.79it/s, loss=4.21, v_num=0]
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    Epoch 0:  58%|█████▊    | 19632/33666 [12:12<08:43, 26.79it/s, loss=4.2, v_num=0] 
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    Epoch 0:  58%|█████▊    | 19635/33666 [12:13<08:43, 26.79it/s, loss=4.27, v_num=0]
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    Epoch 0:  58%|█████▊    | 19636/33666 [12:13<08:43, 26.79it/s, loss=4.35, v_num=0]
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    Epoch 0:  58%|█████▊    | 19637/33666 [12:13<08:43, 26.79it/s, loss=4.36, v_num=0]
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    Epoch 0:  58%|█████▊    | 19639/33666 [12:13<08:43, 26.79it/s, loss=4.31, v_num=0]
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    Epoch 0:  58%|█████▊    | 19640/33666 [12:13<08:43, 26.79it/s, loss=4.31, v_num=0]
    Epoch 0:  58%|█████▊    | 19641/33666 [12:13<08:43, 26.79it/s, loss=4.31, v_num=0]
    Epoch 0:  58%|█████▊    | 19641/33666 [12:13<08:43, 26.79it/s, loss=4.35, v_num=0]
    Epoch 0:  58%|█████▊    | 19642/33666 [12:13<08:43, 26.79it/s, loss=4.35, v_num=0]
    Epoch 0:  58%|█████▊    | 19642/33666 [12:13<08:43, 26.79it/s, loss=4.37, v_num=0]
    Epoch 0:  58%|█████▊    | 19643/33666 [12:13<08:43, 26.79it/s, loss=4.37, v_num=0]
    Epoch 0:  58%|█████▊    | 19643/33666 [12:13<08:43, 26.79it/s, loss=4.4, v_num=0] 
    Epoch 0:  58%|█████▊    | 19644/33666 [12:13<08:43, 26.79it/s, loss=4.4, v_num=0]
    Epoch 0:  58%|█████▊    | 19644/33666 [12:13<08:43, 26.79it/s, loss=4.45, v_num=0]
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    Epoch 0:  58%|█████▊    | 19646/33666 [12:13<08:43, 26.79it/s, loss=4.38, v_num=0]
    Epoch 0:  58%|█████▊    | 19646/33666 [12:13<08:43, 26.79it/s, loss=4.36, v_num=0]
    Epoch 0:  58%|█████▊    | 19647/33666 [12:13<08:43, 26.79it/s, loss=4.36, v_num=0]
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    Epoch 0:  58%|█████▊    | 19648/33666 [12:13<08:43, 26.79it/s, loss=4.36, v_num=0]
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    Epoch 0:  58%|█████▊    | 19652/33666 [12:13<08:43, 26.79it/s, loss=4.41, v_num=0]
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    Epoch 0:  58%|█████▊    | 19659/33666 [12:13<08:42, 26.79it/s, loss=4.39, v_num=0]
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    Epoch 0:  58%|█████▊    | 19671/33666 [12:14<08:42, 26.79it/s, loss=4.46, v_num=0]
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    Epoch 0:  58%|█████▊    | 19678/33666 [12:14<08:42, 26.79it/s, loss=4.28, v_num=0]
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    Epoch 0:  58%|█████▊    | 19683/33666 [12:14<08:42, 26.79it/s, loss=4.09, v_num=0]
    Epoch 0:  58%|█████▊    | 19683/33666 [12:14<08:42, 26.78it/s, loss=4.01, v_num=0]
    Epoch 0:  58%|█████▊    | 19684/33666 [12:14<08:42, 26.78it/s, loss=4.01, v_num=0]
    Epoch 0:  58%|█████▊    | 19684/33666 [12:14<08:42, 26.78it/s, loss=3.99, v_num=0]
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    Epoch 0:  58%|█████▊    | 19685/33666 [12:14<08:41, 26.78it/s, loss=4.02, v_num=0]
    Epoch 0:  58%|█████▊    | 19686/33666 [12:14<08:41, 26.78it/s, loss=4.02, v_num=0]
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    Epoch 0:  58%|█████▊    | 19687/33666 [12:15<08:41, 26.78it/s, loss=3.91, v_num=0]
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    Epoch 0:  58%|█████▊    | 19689/33666 [12:15<08:41, 26.78it/s, loss=3.94, v_num=0]
    Epoch 0:  58%|█████▊    | 19690/33666 [12:15<08:41, 26.78it/s, loss=3.94, v_num=0]
    Epoch 0:  58%|█████▊    | 19690/33666 [12:15<08:41, 26.78it/s, loss=3.96, v_num=0]
    Epoch 0:  58%|█████▊    | 19691/33666 [12:15<08:41, 26.79it/s, loss=3.96, v_num=0]
    Epoch 0:  58%|█████▊    | 19691/33666 [12:15<08:41, 26.79it/s, loss=3.97, v_num=0]
    Epoch 0:  58%|█████▊    | 19692/33666 [12:15<08:41, 26.79it/s, loss=3.97, v_num=0]
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    Epoch 0:  58%|█████▊    | 19693/33666 [12:15<08:41, 26.79it/s, loss=4.05, v_num=0]
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    Epoch 0:  59%|█████▊    | 19700/33666 [12:15<08:41, 26.79it/s, loss=3.98, v_num=0]
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    Epoch 0:  59%|█████▊    | 19701/33666 [12:15<08:41, 26.79it/s, loss=3.98, v_num=0]
    Epoch 0:  59%|█████▊    | 19702/33666 [12:15<08:41, 26.79it/s, loss=3.98, v_num=0]
    Epoch 0:  59%|█████▊    | 19702/33666 [12:15<08:41, 26.79it/s, loss=4.01, v_num=0]
    Epoch 0:  59%|█████▊    | 19703/33666 [12:15<08:41, 26.79it/s, loss=4.01, v_num=0]
    Epoch 0:  59%|█████▊    | 19703/33666 [12:15<08:41, 26.79it/s, loss=4.07, v_num=0]
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    Epoch 0:  59%|█████▊    | 19707/33666 [12:15<08:41, 26.79it/s, loss=4.11, v_num=0]
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    Epoch 0:  59%|█████▊    | 19708/33666 [12:15<08:41, 26.79it/s, loss=4.16, v_num=0]
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    Epoch 0:  59%|█████▊    | 19709/33666 [12:15<08:41, 26.79it/s, loss=4.12, v_num=0]
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    Epoch 0:  59%|█████▊    | 19711/33666 [12:15<08:40, 26.79it/s, loss=4.1, v_num=0] 
    Epoch 0:  59%|█████▊    | 19712/33666 [12:15<08:40, 26.79it/s, loss=4.1, v_num=0]
    Epoch 0:  59%|█████▊    | 19712/33666 [12:15<08:40, 26.79it/s, loss=4.07, v_num=0]
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    Epoch 0:  59%|█████▊    | 19713/33666 [12:15<08:40, 26.79it/s, loss=4.08, v_num=0]
    Epoch 0:  59%|█████▊    | 19714/33666 [12:15<08:40, 26.79it/s, loss=4.08, v_num=0]
    Epoch 0:  59%|█████▊    | 19714/33666 [12:15<08:40, 26.79it/s, loss=4.1, v_num=0] 
    Epoch 0:  59%|█████▊    | 19715/33666 [12:16<08:40, 26.79it/s, loss=4.1, v_num=0]
    Epoch 0:  59%|█████▊    | 19715/33666 [12:16<08:40, 26.79it/s, loss=4.11, v_num=0]
    Epoch 0:  59%|█████▊    | 19716/33666 [12:16<08:40, 26.79it/s, loss=4.11, v_num=0]
    Epoch 0:  59%|█████▊    | 19716/33666 [12:16<08:40, 26.79it/s, loss=4.14, v_num=0]
    Epoch 0:  59%|█████▊    | 19717/33666 [12:16<08:40, 26.79it/s, loss=4.14, v_num=0]
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    Epoch 0:  59%|█████▊    | 19718/33666 [12:16<08:40, 26.79it/s, loss=4.21, v_num=0]
    Epoch 0:  59%|█████▊    | 19718/33666 [12:16<08:40, 26.79it/s, loss=4.23, v_num=0]
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    Epoch 0:  59%|█████▊    | 19720/33666 [12:16<08:40, 26.79it/s, loss=4.26, v_num=0]
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    Epoch 0:  59%|█████▊    | 19721/33666 [12:16<08:40, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  59%|█████▊    | 19722/33666 [12:16<08:40, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  59%|█████▊    | 19722/33666 [12:16<08:40, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  59%|█████▊    | 19723/33666 [12:16<08:40, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  59%|█████▊    | 19723/33666 [12:16<08:40, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  59%|█████▊    | 19724/33666 [12:16<08:40, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  59%|█████▊    | 19724/33666 [12:16<08:40, 26.79it/s, loss=4.31, v_num=0]
    Epoch 0:  59%|█████▊    | 19725/33666 [12:16<08:40, 26.79it/s, loss=4.31, v_num=0]
    Epoch 0:  59%|█████▊    | 19725/33666 [12:16<08:40, 26.79it/s, loss=4.35, v_num=0]
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    Epoch 0:  59%|█████▊    | 19727/33666 [12:16<08:40, 26.79it/s, loss=4.39, v_num=0]
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    Epoch 0:  59%|█████▊    | 19730/33666 [12:16<08:40, 26.79it/s, loss=4.3, v_num=0] 
    Epoch 0:  59%|█████▊    | 19731/33666 [12:16<08:40, 26.79it/s, loss=4.3, v_num=0]
    Epoch 0:  59%|█████▊    | 19731/33666 [12:16<08:40, 26.79it/s, loss=4.34, v_num=0]
    Epoch 0:  59%|█████▊    | 19732/33666 [12:16<08:40, 26.79it/s, loss=4.34, v_num=0]
    Epoch 0:  59%|█████▊    | 19732/33666 [12:16<08:40, 26.79it/s, loss=4.35, v_num=0]
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    Epoch 0:  59%|█████▊    | 19734/33666 [12:16<08:40, 26.79it/s, loss=4.36, v_num=0]
    Epoch 0:  59%|█████▊    | 19734/33666 [12:16<08:40, 26.79it/s, loss=4.4, v_num=0] 
    Epoch 0:  59%|█████▊    | 19735/33666 [12:16<08:40, 26.79it/s, loss=4.4, v_num=0]
    Epoch 0:  59%|█████▊    | 19735/33666 [12:16<08:40, 26.79it/s, loss=4.39, v_num=0]
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    Epoch 0:  59%|█████▊    | 19736/33666 [12:16<08:40, 26.79it/s, loss=4.37, v_num=0]
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    Epoch 0:  59%|█████▊    | 19738/33666 [12:16<08:39, 26.79it/s, loss=4.28, v_num=0]
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    Epoch 0:  59%|█████▊    | 19739/33666 [12:16<08:39, 26.79it/s, loss=4.27, v_num=0]
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    Epoch 0:  59%|█████▊    | 19772/33666 [12:18<08:38, 26.79it/s, loss=4.06, v_num=0]
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    Epoch 0:  59%|█████▉    | 19779/33666 [12:18<08:38, 26.79it/s, loss=4.1, v_num=0]
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    Epoch 0:  59%|█████▉    | 19781/33666 [12:18<08:38, 26.79it/s, loss=4.2, v_num=0]
    Epoch 0:  59%|█████▉    | 19781/33666 [12:18<08:38, 26.79it/s, loss=4.2, v_num=0]
    Epoch 0:  59%|█████▉    | 19782/33666 [12:18<08:38, 26.79it/s, loss=4.2, v_num=0]
    Epoch 0:  59%|█████▉    | 19782/33666 [12:18<08:38, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  59%|█████▉    | 19783/33666 [12:18<08:38, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  59%|█████▉    | 19783/33666 [12:18<08:38, 26.79it/s, loss=4.28, v_num=0]
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    Epoch 0:  59%|█████▉    | 19792/33666 [12:18<08:37, 26.79it/s, loss=4.39, v_num=0]
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    Epoch 0:  59%|█████▉    | 19793/33666 [12:18<08:37, 26.79it/s, loss=4.42, v_num=0]
    Epoch 0:  59%|█████▉    | 19793/33666 [12:18<08:37, 26.79it/s, loss=4.39, v_num=0]
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    Epoch 0:  59%|█████▉    | 19798/33666 [12:19<08:37, 26.79it/s, loss=4.5, v_num=0]
    Epoch 0:  59%|█████▉    | 19798/33666 [12:19<08:37, 26.79it/s, loss=4.49, v_num=0]
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    Epoch 0:  59%|█████▉    | 19799/33666 [12:19<08:37, 26.79it/s, loss=4.48, v_num=0]
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    Epoch 0:  59%|█████▉    | 19801/33666 [12:19<08:37, 26.79it/s, loss=4.45, v_num=0]
    Epoch 0:  59%|█████▉    | 19802/33666 [12:19<08:37, 26.79it/s, loss=4.45, v_num=0]
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    Epoch 0:  59%|█████▉    | 19821/33666 [12:19<08:36, 26.79it/s, loss=4.21, v_num=0]
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    Epoch 0:  59%|█████▉    | 19824/33666 [12:19<08:36, 26.79it/s, loss=4.22, v_num=0]
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    Epoch 0:  59%|█████▉    | 19826/33666 [12:20<08:36, 26.79it/s, loss=4.23, v_num=0]
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    Epoch 0:  59%|█████▉    | 19827/33666 [12:20<08:36, 26.79it/s, loss=4.3, v_num=0] 
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    Epoch 0:  59%|█████▉    | 19828/33666 [12:20<08:36, 26.79it/s, loss=4.3, v_num=0]
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    Epoch 0:  59%|█████▉    | 19829/33666 [12:20<08:36, 26.79it/s, loss=4.23, v_num=0]
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    Epoch 0:  59%|█████▉    | 19830/33666 [12:20<08:36, 26.79it/s, loss=4.21, v_num=0]
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    Epoch 0:  59%|█████▉    | 19831/33666 [12:20<08:36, 26.79it/s, loss=4.2, v_num=0] 
    Epoch 0:  59%|█████▉    | 19832/33666 [12:20<08:36, 26.79it/s, loss=4.2, v_num=0]
    Epoch 0:  59%|█████▉    | 19832/33666 [12:20<08:36, 26.79it/s, loss=4.23, v_num=0]
    Epoch 0:  59%|█████▉    | 19833/33666 [12:20<08:36, 26.79it/s, loss=4.23, v_num=0]
    Epoch 0:  59%|█████▉    | 19833/33666 [12:20<08:36, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  59%|█████▉    | 19834/33666 [12:20<08:36, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  59%|█████▉    | 19834/33666 [12:20<08:36, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  59%|█████▉    | 19835/33666 [12:20<08:36, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  59%|█████▉    | 19835/33666 [12:20<08:36, 26.79it/s, loss=4.23, v_num=0]
    Epoch 0:  59%|█████▉    | 19836/33666 [12:20<08:36, 26.79it/s, loss=4.23, v_num=0]
    Epoch 0:  59%|█████▉    | 19836/33666 [12:20<08:36, 26.79it/s, loss=4.21, v_num=0]
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    Epoch 0:  59%|█████▉    | 19837/33666 [12:20<08:36, 26.79it/s, loss=4.16, v_num=0]
    Epoch 0:  59%|█████▉    | 19838/33666 [12:20<08:36, 26.79it/s, loss=4.16, v_num=0]
    Epoch 0:  59%|█████▉    | 19838/33666 [12:20<08:36, 26.79it/s, loss=4.19, v_num=0]
    Epoch 0:  59%|█████▉    | 19839/33666 [12:20<08:36, 26.79it/s, loss=4.19, v_num=0]
    Epoch 0:  59%|█████▉    | 19839/33666 [12:20<08:36, 26.79it/s, loss=4.16, v_num=0]
    Epoch 0:  59%|█████▉    | 19840/33666 [12:20<08:36, 26.79it/s, loss=4.16, v_num=0]
    Epoch 0:  59%|█████▉    | 19840/33666 [12:20<08:36, 26.79it/s, loss=4.19, v_num=0]
    Epoch 0:  59%|█████▉    | 19841/33666 [12:20<08:36, 26.79it/s, loss=4.19, v_num=0]
    Epoch 0:  59%|█████▉    | 19841/33666 [12:20<08:36, 26.79it/s, loss=4.21, v_num=0]
    Epoch 0:  59%|█████▉    | 19842/33666 [12:20<08:36, 26.79it/s, loss=4.21, v_num=0]
    Epoch 0:  59%|█████▉    | 19842/33666 [12:20<08:36, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  59%|█████▉    | 19843/33666 [12:20<08:35, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  59%|█████▉    | 19843/33666 [12:20<08:35, 26.79it/s, loss=4.21, v_num=0]
    Epoch 0:  59%|█████▉    | 19844/33666 [12:20<08:35, 26.79it/s, loss=4.21, v_num=0]
    Epoch 0:  59%|█████▉    | 19844/33666 [12:20<08:35, 26.79it/s, loss=4.3, v_num=0] 
    Epoch 0:  59%|█████▉    | 19845/33666 [12:20<08:35, 26.79it/s, loss=4.3, v_num=0]
    Epoch 0:  59%|█████▉    | 19845/33666 [12:20<08:35, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  59%|█████▉    | 19846/33666 [12:20<08:35, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  59%|█████▉    | 19846/33666 [12:20<08:35, 26.79it/s, loss=4.33, v_num=0]
    Epoch 0:  59%|█████▉    | 19847/33666 [12:20<08:35, 26.79it/s, loss=4.33, v_num=0]
    Epoch 0:  59%|█████▉    | 19847/33666 [12:20<08:35, 26.79it/s, loss=4.29, v_num=0]
    Epoch 0:  59%|█████▉    | 19848/33666 [12:20<08:35, 26.79it/s, loss=4.29, v_num=0]
    Epoch 0:  59%|█████▉    | 19848/33666 [12:20<08:35, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  59%|█████▉    | 19849/33666 [12:20<08:35, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  59%|█████▉    | 19849/33666 [12:20<08:35, 26.79it/s, loss=4.31, v_num=0]
    Epoch 0:  59%|█████▉    | 19850/33666 [12:20<08:35, 26.79it/s, loss=4.31, v_num=0]
    Epoch 0:  59%|█████▉    | 19850/33666 [12:20<08:35, 26.79it/s, loss=4.34, v_num=0]
    Epoch 0:  59%|█████▉    | 19851/33666 [12:21<08:35, 26.79it/s, loss=4.34, v_num=0]
    Epoch 0:  59%|█████▉    | 19851/33666 [12:21<08:35, 26.79it/s, loss=4.36, v_num=0]
    Epoch 0:  59%|█████▉    | 19852/33666 [12:21<08:35, 26.79it/s, loss=4.36, v_num=0]
    Epoch 0:  59%|█████▉    | 19852/33666 [12:21<08:35, 26.79it/s, loss=4.32, v_num=0]
    Epoch 0:  59%|█████▉    | 19853/33666 [12:21<08:35, 26.79it/s, loss=4.32, v_num=0]
    Epoch 0:  59%|█████▉    | 19853/33666 [12:21<08:35, 26.79it/s, loss=4.32, v_num=0]
    Epoch 0:  59%|█████▉    | 19854/33666 [12:21<08:35, 26.79it/s, loss=4.32, v_num=0]
    Epoch 0:  59%|█████▉    | 19854/33666 [12:21<08:35, 26.79it/s, loss=4.35, v_num=0]
    Epoch 0:  59%|█████▉    | 19855/33666 [12:21<08:35, 26.79it/s, loss=4.35, v_num=0]
    Epoch 0:  59%|█████▉    | 19855/33666 [12:21<08:35, 26.79it/s, loss=4.37, v_num=0]
    Epoch 0:  59%|█████▉    | 19856/33666 [12:21<08:35, 26.79it/s, loss=4.37, v_num=0]
    Epoch 0:  59%|█████▉    | 19856/33666 [12:21<08:35, 26.79it/s, loss=4.36, v_num=0]
    Epoch 0:  59%|█████▉    | 19857/33666 [12:21<08:35, 26.79it/s, loss=4.36, v_num=0]
    Epoch 0:  59%|█████▉    | 19857/33666 [12:21<08:35, 26.79it/s, loss=4.39, v_num=0]
    Epoch 0:  59%|█████▉    | 19858/33666 [12:21<08:35, 26.79it/s, loss=4.39, v_num=0]
    Epoch 0:  59%|█████▉    | 19858/33666 [12:21<08:35, 26.79it/s, loss=4.36, v_num=0]
    Epoch 0:  59%|█████▉    | 19859/33666 [12:21<08:35, 26.79it/s, loss=4.36, v_num=0]
    Epoch 0:  59%|█████▉    | 19859/33666 [12:21<08:35, 26.79it/s, loss=4.37, v_num=0]
    Epoch 0:  59%|█████▉    | 19860/33666 [12:21<08:35, 26.79it/s, loss=4.37, v_num=0]
    Epoch 0:  59%|█████▉    | 19860/33666 [12:21<08:35, 26.79it/s, loss=4.38, v_num=0]
    Epoch 0:  59%|█████▉    | 19861/33666 [12:21<08:35, 26.79it/s, loss=4.38, v_num=0]
    Epoch 0:  59%|█████▉    | 19861/33666 [12:21<08:35, 26.79it/s, loss=4.39, v_num=0]
    Epoch 0:  59%|█████▉    | 19862/33666 [12:21<08:35, 26.79it/s, loss=4.39, v_num=0]
    Epoch 0:  59%|█████▉    | 19862/33666 [12:21<08:35, 26.79it/s, loss=4.36, v_num=0]
    Epoch 0:  59%|█████▉    | 19863/33666 [12:21<08:35, 26.79it/s, loss=4.36, v_num=0]
    Epoch 0:  59%|█████▉    | 19863/33666 [12:21<08:35, 26.79it/s, loss=4.4, v_num=0] 
    Epoch 0:  59%|█████▉    | 19864/33666 [12:21<08:35, 26.79it/s, loss=4.4, v_num=0]
    Epoch 0:  59%|█████▉    | 19864/33666 [12:21<08:35, 26.79it/s, loss=4.38, v_num=0]
    Epoch 0:  59%|█████▉    | 19865/33666 [12:21<08:35, 26.79it/s, loss=4.38, v_num=0]
    Epoch 0:  59%|█████▉    | 19865/33666 [12:21<08:35, 26.79it/s, loss=4.38, v_num=0]
    Epoch 0:  59%|█████▉    | 19866/33666 [12:21<08:35, 26.79it/s, loss=4.38, v_num=0]
    Epoch 0:  59%|█████▉    | 19866/33666 [12:21<08:35, 26.79it/s, loss=4.33, v_num=0]
    Epoch 0:  59%|█████▉    | 19867/33666 [12:21<08:35, 26.79it/s, loss=4.33, v_num=0]
    Epoch 0:  59%|█████▉    | 19867/33666 [12:21<08:35, 26.79it/s, loss=4.35, v_num=0]
    Epoch 0:  59%|█████▉    | 19868/33666 [12:21<08:35, 26.79it/s, loss=4.35, v_num=0]
    Epoch 0:  59%|█████▉    | 19868/33666 [12:21<08:35, 26.79it/s, loss=4.4, v_num=0] 
    Epoch 0:  59%|█████▉    | 19869/33666 [12:21<08:35, 26.79it/s, loss=4.4, v_num=0]
    Epoch 0:  59%|█████▉    | 19869/33666 [12:21<08:35, 26.79it/s, loss=4.39, v_num=0]
    Epoch 0:  59%|█████▉    | 19870/33666 [12:21<08:34, 26.79it/s, loss=4.39, v_num=0]
    Epoch 0:  59%|█████▉    | 19870/33666 [12:21<08:34, 26.79it/s, loss=4.36, v_num=0]
    Epoch 0:  59%|█████▉    | 19871/33666 [12:21<08:34, 26.79it/s, loss=4.36, v_num=0]
    Epoch 0:  59%|█████▉    | 19871/33666 [12:21<08:34, 26.79it/s, loss=4.32, v_num=0]
    Epoch 0:  59%|█████▉    | 19872/33666 [12:21<08:34, 26.79it/s, loss=4.32, v_num=0]
    Epoch 0:  59%|█████▉    | 19872/33666 [12:21<08:34, 26.79it/s, loss=4.31, v_num=0]
    Epoch 0:  59%|█████▉    | 19873/33666 [12:21<08:34, 26.79it/s, loss=4.31, v_num=0]
    Epoch 0:  59%|█████▉    | 19873/33666 [12:21<08:34, 26.79it/s, loss=4.34, v_num=0]
    Epoch 0:  59%|█████▉    | 19874/33666 [12:21<08:34, 26.79it/s, loss=4.34, v_num=0]
    Epoch 0:  59%|█████▉    | 19874/33666 [12:21<08:34, 26.79it/s, loss=4.3, v_num=0] 
    Epoch 0:  59%|█████▉    | 19875/33666 [12:21<08:34, 26.79it/s, loss=4.3, v_num=0]
    Epoch 0:  59%|█████▉    | 19875/33666 [12:21<08:34, 26.79it/s, loss=4.28, v_num=0]
    Epoch 0:  59%|█████▉    | 19876/33666 [12:21<08:34, 26.79it/s, loss=4.28, v_num=0]
    Epoch 0:  59%|█████▉    | 19876/33666 [12:21<08:34, 26.79it/s, loss=4.29, v_num=0]
    Epoch 0:  59%|█████▉    | 19877/33666 [12:22<08:34, 26.79it/s, loss=4.29, v_num=0]
    Epoch 0:  59%|█████▉    | 19877/33666 [12:22<08:34, 26.79it/s, loss=4.28, v_num=0]
    Epoch 0:  59%|█████▉    | 19878/33666 [12:22<08:34, 26.79it/s, loss=4.28, v_num=0]
    Epoch 0:  59%|█████▉    | 19878/33666 [12:22<08:34, 26.79it/s, loss=4.28, v_num=0]
    Epoch 0:  59%|█████▉    | 19879/33666 [12:22<08:34, 26.79it/s, loss=4.28, v_num=0]
    Epoch 0:  59%|█████▉    | 19879/33666 [12:22<08:34, 26.79it/s, loss=4.3, v_num=0] 
    Epoch 0:  59%|█████▉    | 19880/33666 [12:22<08:34, 26.79it/s, loss=4.3, v_num=0]
    Epoch 0:  59%|█████▉    | 19880/33666 [12:22<08:34, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  59%|█████▉    | 19881/33666 [12:22<08:34, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  59%|█████▉    | 19881/33666 [12:22<08:34, 26.79it/s, loss=4.23, v_num=0]
    Epoch 0:  59%|█████▉    | 19882/33666 [12:22<08:34, 26.79it/s, loss=4.23, v_num=0]
    Epoch 0:  59%|█████▉    | 19882/33666 [12:22<08:34, 26.79it/s, loss=4.23, v_num=0]
    Epoch 0:  59%|█████▉    | 19883/33666 [12:22<08:34, 26.79it/s, loss=4.23, v_num=0]
    Epoch 0:  59%|█████▉    | 19883/33666 [12:22<08:34, 26.79it/s, loss=4.19, v_num=0]
    Epoch 0:  59%|█████▉    | 19884/33666 [12:22<08:34, 26.79it/s, loss=4.19, v_num=0]
    Epoch 0:  59%|█████▉    | 19884/33666 [12:22<08:34, 26.79it/s, loss=4.17, v_num=0]
    Epoch 0:  59%|█████▉    | 19885/33666 [12:22<08:34, 26.79it/s, loss=4.17, v_num=0]
    Epoch 0:  59%|█████▉    | 19885/33666 [12:22<08:34, 26.79it/s, loss=4.18, v_num=0]
    Epoch 0:  59%|█████▉    | 19886/33666 [12:22<08:34, 26.79it/s, loss=4.18, v_num=0]
    Epoch 0:  59%|█████▉    | 19886/33666 [12:22<08:34, 26.79it/s, loss=4.24, v_num=0]
    Epoch 0:  59%|█████▉    | 19887/33666 [12:22<08:34, 26.79it/s, loss=4.24, v_num=0]
    Epoch 0:  59%|█████▉    | 19887/33666 [12:22<08:34, 26.79it/s, loss=4.26, v_num=0]
    Epoch 0:  59%|█████▉    | 19888/33666 [12:22<08:34, 26.79it/s, loss=4.26, v_num=0]
    Epoch 0:  59%|█████▉    | 19888/33666 [12:22<08:34, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  59%|█████▉    | 19889/33666 [12:22<08:34, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  59%|█████▉    | 19889/33666 [12:22<08:34, 26.79it/s, loss=4.26, v_num=0]
    Epoch 0:  59%|█████▉    | 19890/33666 [12:22<08:34, 26.79it/s, loss=4.26, v_num=0]
    Epoch 0:  59%|█████▉    | 19890/33666 [12:22<08:34, 26.79it/s, loss=4.24, v_num=0]
    Epoch 0:  59%|█████▉    | 19891/33666 [12:22<08:34, 26.79it/s, loss=4.24, v_num=0]
    Epoch 0:  59%|█████▉    | 19891/33666 [12:22<08:34, 26.79it/s, loss=4.28, v_num=0]
    Epoch 0:  59%|█████▉    | 19892/33666 [12:22<08:34, 26.79it/s, loss=4.28, v_num=0]
    Epoch 0:  59%|█████▉    | 19892/33666 [12:22<08:34, 26.79it/s, loss=4.31, v_num=0]
    Epoch 0:  59%|█████▉    | 19893/33666 [12:22<08:34, 26.79it/s, loss=4.31, v_num=0]
    Epoch 0:  59%|█████▉    | 19893/33666 [12:22<08:34, 26.79it/s, loss=4.26, v_num=0]
    Epoch 0:  59%|█████▉    | 19894/33666 [12:22<08:34, 26.79it/s, loss=4.26, v_num=0]
    Epoch 0:  59%|█████▉    | 19894/33666 [12:22<08:34, 26.79it/s, loss=4.3, v_num=0] 
    Epoch 0:  59%|█████▉    | 19895/33666 [12:22<08:34, 26.79it/s, loss=4.3, v_num=0]
    Epoch 0:  59%|█████▉    | 19895/33666 [12:22<08:34, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  59%|█████▉    | 19896/33666 [12:22<08:34, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  59%|█████▉    | 19896/33666 [12:22<08:34, 26.79it/s, loss=4.28, v_num=0]
    Epoch 0:  59%|█████▉    | 19897/33666 [12:22<08:34, 26.79it/s, loss=4.28, v_num=0]
    Epoch 0:  59%|█████▉    | 19897/33666 [12:22<08:34, 26.79it/s, loss=4.26, v_num=0]
    Epoch 0:  59%|█████▉    | 19898/33666 [12:22<08:33, 26.79it/s, loss=4.26, v_num=0]
    Epoch 0:  59%|█████▉    | 19898/33666 [12:22<08:33, 26.79it/s, loss=4.26, v_num=0]
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    Epoch 0:  59%|█████▉    | 19899/33666 [12:22<08:33, 26.79it/s, loss=4.29, v_num=0]
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    Epoch 0:  59%|█████▉    | 19901/33666 [12:22<08:33, 26.79it/s, loss=4.34, v_num=0]
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    Epoch 0:  59%|█████▉    | 19902/33666 [12:22<08:33, 26.79it/s, loss=4.38, v_num=0]
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    Epoch 0:  59%|█████▉    | 19903/33666 [12:23<08:33, 26.79it/s, loss=4.41, v_num=0]
    Epoch 0:  59%|█████▉    | 19904/33666 [12:23<08:33, 26.79it/s, loss=4.41, v_num=0]
    Epoch 0:  59%|█████▉    | 19904/33666 [12:23<08:33, 26.79it/s, loss=4.39, v_num=0]
    Epoch 0:  59%|█████▉    | 19905/33666 [12:23<08:33, 26.79it/s, loss=4.39, v_num=0]
    Epoch 0:  59%|█████▉    | 19905/33666 [12:23<08:33, 26.79it/s, loss=4.36, v_num=0]
    Epoch 0:  59%|█████▉    | 19906/33666 [12:23<08:33, 26.79it/s, loss=4.36, v_num=0]
    Epoch 0:  59%|█████▉    | 19906/33666 [12:23<08:33, 26.79it/s, loss=4.3, v_num=0] 
    Epoch 0:  59%|█████▉    | 19907/33666 [12:23<08:33, 26.79it/s, loss=4.3, v_num=0]
    Epoch 0:  59%|█████▉    | 19907/33666 [12:23<08:33, 26.79it/s, loss=4.24, v_num=0]
    Epoch 0:  59%|█████▉    | 19908/33666 [12:23<08:33, 26.79it/s, loss=4.24, v_num=0]
    Epoch 0:  59%|█████▉    | 19908/33666 [12:23<08:33, 26.79it/s, loss=4.2, v_num=0] 
    Epoch 0:  59%|█████▉    | 19909/33666 [12:23<08:33, 26.79it/s, loss=4.2, v_num=0]
    Epoch 0:  59%|█████▉    | 19909/33666 [12:23<08:33, 26.79it/s, loss=4.18, v_num=0]
    Epoch 0:  59%|█████▉    | 19910/33666 [12:23<08:33, 26.79it/s, loss=4.18, v_num=0]
    Epoch 0:  59%|█████▉    | 19910/33666 [12:23<08:33, 26.79it/s, loss=4.19, v_num=0]
    Epoch 0:  59%|█████▉    | 19911/33666 [12:23<08:33, 26.79it/s, loss=4.19, v_num=0]
    Epoch 0:  59%|█████▉    | 19911/33666 [12:23<08:33, 26.79it/s, loss=4.18, v_num=0]
    Epoch 0:  59%|█████▉    | 19912/33666 [12:23<08:33, 26.79it/s, loss=4.18, v_num=0]
    Epoch 0:  59%|█████▉    | 19912/33666 [12:23<08:33, 26.79it/s, loss=4.19, v_num=0]
    Epoch 0:  59%|█████▉    | 19913/33666 [12:23<08:33, 26.79it/s, loss=4.19, v_num=0]
    Epoch 0:  59%|█████▉    | 19913/33666 [12:23<08:33, 26.79it/s, loss=4.21, v_num=0]
    Epoch 0:  59%|█████▉    | 19914/33666 [12:23<08:33, 26.79it/s, loss=4.21, v_num=0]
    Epoch 0:  59%|█████▉    | 19914/33666 [12:23<08:33, 26.79it/s, loss=4.18, v_num=0]
    Epoch 0:  59%|█████▉    | 19915/33666 [12:23<08:33, 26.79it/s, loss=4.18, v_num=0]
    Epoch 0:  59%|█████▉    | 19915/33666 [12:23<08:33, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  59%|█████▉    | 19916/33666 [12:23<08:33, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  59%|█████▉    | 19916/33666 [12:23<08:33, 26.79it/s, loss=4.24, v_num=0]
    Epoch 0:  59%|█████▉    | 19917/33666 [12:23<08:33, 26.79it/s, loss=4.24, v_num=0]
    Epoch 0:  59%|█████▉    | 19917/33666 [12:23<08:33, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  59%|█████▉    | 19918/33666 [12:23<08:33, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  59%|█████▉    | 19918/33666 [12:23<08:33, 26.79it/s, loss=4.26, v_num=0]
    Epoch 0:  59%|█████▉    | 19919/33666 [12:23<08:33, 26.79it/s, loss=4.26, v_num=0]
    Epoch 0:  59%|█████▉    | 19919/33666 [12:23<08:33, 26.79it/s, loss=4.19, v_num=0]
    Epoch 0:  59%|█████▉    | 19920/33666 [12:23<08:33, 26.79it/s, loss=4.19, v_num=0]
    Epoch 0:  59%|█████▉    | 19920/33666 [12:23<08:33, 26.79it/s, loss=4.18, v_num=0]
    Epoch 0:  59%|█████▉    | 19921/33666 [12:23<08:33, 26.79it/s, loss=4.18, v_num=0]
    Epoch 0:  59%|█████▉    | 19921/33666 [12:23<08:33, 26.79it/s, loss=4.16, v_num=0]
    Epoch 0:  59%|█████▉    | 19922/33666 [12:23<08:33, 26.79it/s, loss=4.16, v_num=0]
    Epoch 0:  59%|█████▉    | 19922/33666 [12:23<08:33, 26.79it/s, loss=4.13, v_num=0]
    Epoch 0:  59%|█████▉    | 19923/33666 [12:23<08:33, 26.79it/s, loss=4.13, v_num=0]
    Epoch 0:  59%|█████▉    | 19923/33666 [12:23<08:33, 26.79it/s, loss=4.12, v_num=0]
    Epoch 0:  59%|█████▉    | 19924/33666 [12:23<08:33, 26.79it/s, loss=4.12, v_num=0]
    Epoch 0:  59%|█████▉    | 19924/33666 [12:23<08:33, 26.79it/s, loss=4.12, v_num=0]
    Epoch 0:  59%|█████▉    | 19925/33666 [12:23<08:32, 26.79it/s, loss=4.12, v_num=0]
    Epoch 0:  59%|█████▉    | 19925/33666 [12:23<08:32, 26.79it/s, loss=4.11, v_num=0]
    Epoch 0:  59%|█████▉    | 19926/33666 [12:23<08:32, 26.79it/s, loss=4.11, v_num=0]
    Epoch 0:  59%|█████▉    | 19926/33666 [12:23<08:32, 26.79it/s, loss=4.11, v_num=0]
    Epoch 0:  59%|█████▉    | 19927/33666 [12:23<08:32, 26.79it/s, loss=4.11, v_num=0]
    Epoch 0:  59%|█████▉    | 19927/33666 [12:23<08:32, 26.79it/s, loss=4.14, v_num=0]
    Epoch 0:  59%|█████▉    | 19928/33666 [12:23<08:32, 26.79it/s, loss=4.14, v_num=0]
    Epoch 0:  59%|█████▉    | 19928/33666 [12:23<08:32, 26.79it/s, loss=4.18, v_num=0]
    Epoch 0:  59%|█████▉    | 19929/33666 [12:23<08:32, 26.79it/s, loss=4.18, v_num=0]
    Epoch 0:  59%|█████▉    | 19929/33666 [12:23<08:32, 26.79it/s, loss=4.19, v_num=0]
    Epoch 0:  59%|█████▉    | 19930/33666 [12:24<08:32, 26.79it/s, loss=4.19, v_num=0]
    Epoch 0:  59%|█████▉    | 19930/33666 [12:24<08:32, 26.79it/s, loss=4.23, v_num=0]
    Epoch 0:  59%|█████▉    | 19931/33666 [12:24<08:32, 26.79it/s, loss=4.23, v_num=0]
    Epoch 0:  59%|█████▉    | 19931/33666 [12:24<08:32, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  59%|█████▉    | 19932/33666 [12:24<08:32, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  59%|█████▉    | 19932/33666 [12:24<08:32, 26.79it/s, loss=4.23, v_num=0]
    Epoch 0:  59%|█████▉    | 19933/33666 [12:24<08:32, 26.79it/s, loss=4.23, v_num=0]
    Epoch 0:  59%|█████▉    | 19933/33666 [12:24<08:32, 26.79it/s, loss=4.24, v_num=0]
    Epoch 0:  59%|█████▉    | 19934/33666 [12:24<08:32, 26.79it/s, loss=4.24, v_num=0]
    Epoch 0:  59%|█████▉    | 19934/33666 [12:24<08:32, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  59%|█████▉    | 19935/33666 [12:24<08:32, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  59%|█████▉    | 19935/33666 [12:24<08:32, 26.79it/s, loss=4.23, v_num=0]
    Epoch 0:  59%|█████▉    | 19936/33666 [12:24<08:32, 26.79it/s, loss=4.23, v_num=0]
    Epoch 0:  59%|█████▉    | 19936/33666 [12:24<08:32, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  59%|█████▉    | 19937/33666 [12:24<08:32, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  59%|█████▉    | 19937/33666 [12:24<08:32, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  59%|█████▉    | 19938/33666 [12:24<08:32, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  59%|█████▉    | 19938/33666 [12:24<08:32, 26.79it/s, loss=4.26, v_num=0]
    Epoch 0:  59%|█████▉    | 19939/33666 [12:24<08:32, 26.79it/s, loss=4.26, v_num=0]
    Epoch 0:  59%|█████▉    | 19939/33666 [12:24<08:32, 26.79it/s, loss=4.28, v_num=0]
    Epoch 0:  59%|█████▉    | 19940/33666 [12:24<08:32, 26.79it/s, loss=4.28, v_num=0]
    Epoch 0:  59%|█████▉    | 19940/33666 [12:24<08:32, 26.79it/s, loss=4.24, v_num=0]
    Epoch 0:  59%|█████▉    | 19941/33666 [12:24<08:32, 26.79it/s, loss=4.24, v_num=0]
    Epoch 0:  59%|█████▉    | 19941/33666 [12:24<08:32, 26.79it/s, loss=4.24, v_num=0]
    Epoch 0:  59%|█████▉    | 19942/33666 [12:24<08:32, 26.79it/s, loss=4.24, v_num=0]
    Epoch 0:  59%|█████▉    | 19942/33666 [12:24<08:32, 26.79it/s, loss=4.18, v_num=0]
    Epoch 0:  59%|█████▉    | 19943/33666 [12:24<08:32, 26.79it/s, loss=4.18, v_num=0]
    Epoch 0:  59%|█████▉    | 19943/33666 [12:24<08:32, 26.79it/s, loss=4.16, v_num=0]
    Epoch 0:  59%|█████▉    | 19944/33666 [12:24<08:32, 26.79it/s, loss=4.16, v_num=0]
    Epoch 0:  59%|█████▉    | 19944/33666 [12:24<08:32, 26.79it/s, loss=4.15, v_num=0]
    Epoch 0:  59%|█████▉    | 19945/33666 [12:24<08:32, 26.79it/s, loss=4.15, v_num=0]
    Epoch 0:  59%|█████▉    | 19945/33666 [12:24<08:32, 26.79it/s, loss=4.17, v_num=0]
    Epoch 0:  59%|█████▉    | 19946/33666 [12:24<08:32, 26.79it/s, loss=4.17, v_num=0]
    Epoch 0:  59%|█████▉    | 19946/33666 [12:24<08:32, 26.79it/s, loss=4.18, v_num=0]
    Epoch 0:  59%|█████▉    | 19947/33666 [12:24<08:32, 26.79it/s, loss=4.18, v_num=0]
    Epoch 0:  59%|█████▉    | 19947/33666 [12:24<08:32, 26.79it/s, loss=4.18, v_num=0]
    Epoch 0:  59%|█████▉    | 19948/33666 [12:24<08:32, 26.79it/s, loss=4.18, v_num=0]
    Epoch 0:  59%|█████▉    | 19948/33666 [12:24<08:32, 26.79it/s, loss=4.2, v_num=0] 
    Epoch 0:  59%|█████▉    | 19949/33666 [12:24<08:32, 26.79it/s, loss=4.2, v_num=0]
    Epoch 0:  59%|█████▉    | 19949/33666 [12:24<08:32, 26.79it/s, loss=4.23, v_num=0]
    Epoch 0:  59%|█████▉    | 19950/33666 [12:24<08:32, 26.79it/s, loss=4.23, v_num=0]
    Epoch 0:  59%|█████▉    | 19950/33666 [12:24<08:32, 26.79it/s, loss=4.21, v_num=0]
    Epoch 0:  59%|█████▉    | 19951/33666 [12:24<08:31, 26.79it/s, loss=4.21, v_num=0]
    Epoch 0:  59%|█████▉    | 19951/33666 [12:24<08:31, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  59%|█████▉    | 19952/33666 [12:24<08:31, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  59%|█████▉    | 19952/33666 [12:24<08:31, 26.79it/s, loss=4.17, v_num=0]
    Epoch 0:  59%|█████▉    | 19953/33666 [12:24<08:31, 26.79it/s, loss=4.17, v_num=0]
    Epoch 0:  59%|█████▉    | 19953/33666 [12:24<08:31, 26.79it/s, loss=4.17, v_num=0]
    Epoch 0:  59%|█████▉    | 19954/33666 [12:24<08:31, 26.79it/s, loss=4.17, v_num=0]
    Epoch 0:  59%|█████▉    | 19954/33666 [12:24<08:31, 26.79it/s, loss=4.16, v_num=0]
    Epoch 0:  59%|█████▉    | 19955/33666 [12:24<08:31, 26.79it/s, loss=4.16, v_num=0]
    Epoch 0:  59%|█████▉    | 19955/33666 [12:24<08:31, 26.79it/s, loss=4.12, v_num=0]
    Epoch 0:  59%|█████▉    | 19956/33666 [12:24<08:31, 26.79it/s, loss=4.12, v_num=0]
    Epoch 0:  59%|█████▉    | 19956/33666 [12:24<08:31, 26.79it/s, loss=4.1, v_num=0] 
    Epoch 0:  59%|█████▉    | 19957/33666 [12:25<08:31, 26.79it/s, loss=4.1, v_num=0]
    Epoch 0:  59%|█████▉    | 19957/33666 [12:25<08:31, 26.79it/s, loss=4.08, v_num=0]
    Epoch 0:  59%|█████▉    | 19958/33666 [12:25<08:31, 26.79it/s, loss=4.08, v_num=0]
    Epoch 0:  59%|█████▉    | 19958/33666 [12:25<08:31, 26.79it/s, loss=4.06, v_num=0]
    Epoch 0:  59%|█████▉    | 19959/33666 [12:25<08:31, 26.79it/s, loss=4.06, v_num=0]
    Epoch 0:  59%|█████▉    | 19959/33666 [12:25<08:31, 26.79it/s, loss=4.08, v_num=0]
    Epoch 0:  59%|█████▉    | 19960/33666 [12:25<08:31, 26.79it/s, loss=4.08, v_num=0]
    Epoch 0:  59%|█████▉    | 19960/33666 [12:25<08:31, 26.79it/s, loss=4.13, v_num=0]
    Epoch 0:  59%|█████▉    | 19961/33666 [12:25<08:31, 26.79it/s, loss=4.13, v_num=0]
    Epoch 0:  59%|█████▉    | 19961/33666 [12:25<08:31, 26.79it/s, loss=4.12, v_num=0]
    Epoch 0:  59%|█████▉    | 19962/33666 [12:25<08:31, 26.79it/s, loss=4.12, v_num=0]
    Epoch 0:  59%|█████▉    | 19962/33666 [12:25<08:31, 26.79it/s, loss=4.19, v_num=0]
    Epoch 0:  59%|█████▉    | 19963/33666 [12:25<08:31, 26.79it/s, loss=4.19, v_num=0]
    Epoch 0:  59%|█████▉    | 19963/33666 [12:25<08:31, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  59%|█████▉    | 19964/33666 [12:25<08:31, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  59%|█████▉    | 19964/33666 [12:25<08:31, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  59%|█████▉    | 19965/33666 [12:25<08:31, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  59%|█████▉    | 19965/33666 [12:25<08:31, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  59%|█████▉    | 19966/33666 [12:25<08:31, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  59%|█████▉    | 19966/33666 [12:25<08:31, 26.79it/s, loss=4.29, v_num=0]
    Epoch 0:  59%|█████▉    | 19967/33666 [12:25<08:31, 26.79it/s, loss=4.29, v_num=0]
    Epoch 0:  59%|█████▉    | 19967/33666 [12:25<08:31, 26.79it/s, loss=4.32, v_num=0]
    Epoch 0:  59%|█████▉    | 19968/33666 [12:25<08:31, 26.79it/s, loss=4.32, v_num=0]
    Epoch 0:  59%|█████▉    | 19968/33666 [12:25<08:31, 26.79it/s, loss=4.36, v_num=0]
    Epoch 0:  59%|█████▉    | 19969/33666 [12:25<08:31, 26.79it/s, loss=4.36, v_num=0]
    Epoch 0:  59%|█████▉    | 19969/33666 [12:25<08:31, 26.79it/s, loss=4.36, v_num=0]
    Epoch 0:  59%|█████▉    | 19970/33666 [12:25<08:31, 26.79it/s, loss=4.36, v_num=0]
    Epoch 0:  59%|█████▉    | 19970/33666 [12:25<08:31, 26.79it/s, loss=4.37, v_num=0]
    Epoch 0:  59%|█████▉    | 19971/33666 [12:25<08:31, 26.79it/s, loss=4.37, v_num=0]
    Epoch 0:  59%|█████▉    | 19971/33666 [12:25<08:31, 26.79it/s, loss=4.35, v_num=0]
    Epoch 0:  59%|█████▉    | 19972/33666 [12:25<08:31, 26.79it/s, loss=4.35, v_num=0]
    Epoch 0:  59%|█████▉    | 19972/33666 [12:25<08:31, 26.79it/s, loss=4.42, v_num=0]
    Epoch 0:  59%|█████▉    | 19973/33666 [12:25<08:31, 26.79it/s, loss=4.42, v_num=0]
    Epoch 0:  59%|█████▉    | 19973/33666 [12:25<08:31, 26.79it/s, loss=4.41, v_num=0]
    Epoch 0:  59%|█████▉    | 19974/33666 [12:25<08:31, 26.79it/s, loss=4.41, v_num=0]
    Epoch 0:  59%|█████▉    | 19974/33666 [12:25<08:31, 26.79it/s, loss=4.41, v_num=0]
    Epoch 0:  59%|█████▉    | 19975/33666 [12:25<08:31, 26.79it/s, loss=4.41, v_num=0]
    Epoch 0:  59%|█████▉    | 19975/33666 [12:25<08:31, 26.79it/s, loss=4.38, v_num=0]
    Epoch 0:  59%|█████▉    | 19976/33666 [12:25<08:31, 26.79it/s, loss=4.38, v_num=0]
    Epoch 0:  59%|█████▉    | 19976/33666 [12:25<08:31, 26.79it/s, loss=4.39, v_num=0]
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    Epoch 0:  59%|█████▉    | 19977/33666 [12:25<08:31, 26.79it/s, loss=4.39, v_num=0]
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    Epoch 0:  59%|█████▉    | 19987/33666 [12:26<08:30, 26.79it/s, loss=4.32, v_num=0]
    Epoch 0:  59%|█████▉    | 19988/33666 [12:26<08:30, 26.79it/s, loss=4.32, v_num=0]
    Epoch 0:  59%|█████▉    | 19988/33666 [12:26<08:30, 26.79it/s, loss=4.28, v_num=0]
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    Epoch 0:  59%|█████▉    | 19989/33666 [12:26<08:30, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  59%|█████▉    | 19990/33666 [12:26<08:30, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  59%|█████▉    | 19990/33666 [12:26<08:30, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  59%|█████▉    | 19991/33666 [12:26<08:30, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  59%|█████▉    | 19991/33666 [12:26<08:30, 26.79it/s, loss=4.23, v_num=0]
    Epoch 0:  59%|█████▉    | 19992/33666 [12:26<08:30, 26.79it/s, loss=4.23, v_num=0]
    Epoch 0:  59%|█████▉    | 19992/33666 [12:26<08:30, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  59%|█████▉    | 19993/33666 [12:26<08:30, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  59%|█████▉    | 19993/33666 [12:26<08:30, 26.79it/s, loss=4.2, v_num=0] 
    Epoch 0:  59%|█████▉    | 19994/33666 [12:26<08:30, 26.79it/s, loss=4.2, v_num=0]
    Epoch 0:  59%|█████▉    | 19994/33666 [12:26<08:30, 26.79it/s, loss=4.2, v_num=0]
    Epoch 0:  59%|█████▉    | 19995/33666 [12:26<08:30, 26.79it/s, loss=4.2, v_num=0]
    Epoch 0:  59%|█████▉    | 19995/33666 [12:26<08:30, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  59%|█████▉    | 19996/33666 [12:26<08:30, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  59%|█████▉    | 19996/33666 [12:26<08:30, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  59%|█████▉    | 19997/33666 [12:26<08:30, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  59%|█████▉    | 19997/33666 [12:26<08:30, 26.79it/s, loss=4.3, v_num=0] 
    Epoch 0:  59%|█████▉    | 19998/33666 [12:26<08:30, 26.79it/s, loss=4.3, v_num=0]
    Epoch 0:  59%|█████▉    | 19998/33666 [12:26<08:30, 26.79it/s, loss=4.28, v_num=0]
    Epoch 0:  59%|█████▉    | 19999/33666 [12:26<08:30, 26.79it/s, loss=4.28, v_num=0]
    Epoch 0:  59%|█████▉    | 19999/33666 [12:26<08:30, 26.79it/s, loss=4.33, v_num=0]
    Epoch 0:  59%|█████▉    | 20000/33666 [12:26<08:30, 26.79it/s, loss=4.33, v_num=0]
    Epoch 0:  59%|█████▉    | 20000/33666 [12:26<08:30, 26.79it/s, loss=4.34, v_num=0]
    Epoch 0:  59%|█████▉    | 20001/33666 [12:26<08:30, 26.79it/s, loss=4.34, v_num=0]
    Epoch 0:  59%|█████▉    | 20001/33666 [12:26<08:30, 26.79it/s, loss=4.37, v_num=0]
    Epoch 0:  59%|█████▉    | 20002/33666 [12:26<08:30, 26.79it/s, loss=4.37, v_num=0]
    Epoch 0:  59%|█████▉    | 20002/33666 [12:26<08:30, 26.79it/s, loss=4.38, v_num=0]
    Epoch 0:  59%|█████▉    | 20003/33666 [12:26<08:30, 26.79it/s, loss=4.38, v_num=0]
    Epoch 0:  59%|█████▉    | 20003/33666 [12:26<08:30, 26.79it/s, loss=4.38, v_num=0]
    Epoch 0:  59%|█████▉    | 20004/33666 [12:26<08:30, 26.79it/s, loss=4.38, v_num=0]
    Epoch 0:  59%|█████▉    | 20004/33666 [12:26<08:30, 26.79it/s, loss=4.37, v_num=0]
    Epoch 0:  59%|█████▉    | 20005/33666 [12:26<08:29, 26.79it/s, loss=4.37, v_num=0]
    Epoch 0:  59%|█████▉    | 20005/33666 [12:26<08:29, 26.79it/s, loss=4.35, v_num=0]
    Epoch 0:  59%|█████▉    | 20006/33666 [12:26<08:29, 26.79it/s, loss=4.35, v_num=0]
    Epoch 0:  59%|█████▉    | 20006/33666 [12:26<08:29, 26.79it/s, loss=4.34, v_num=0]
    Epoch 0:  59%|█████▉    | 20007/33666 [12:26<08:29, 26.79it/s, loss=4.34, v_num=0]
    Epoch 0:  59%|█████▉    | 20007/33666 [12:26<08:29, 26.79it/s, loss=4.3, v_num=0] 
    Epoch 0:  59%|█████▉    | 20008/33666 [12:26<08:29, 26.79it/s, loss=4.3, v_num=0]
    Epoch 0:  59%|█████▉    | 20008/33666 [12:26<08:29, 26.79it/s, loss=4.3, v_num=0]
    Epoch 0:  59%|█████▉    | 20009/33666 [12:26<08:29, 26.79it/s, loss=4.3, v_num=0]
    Epoch 0:  59%|█████▉    | 20009/33666 [12:26<08:29, 26.79it/s, loss=4.29, v_num=0]
    Epoch 0:  59%|█████▉    | 20010/33666 [12:26<08:29, 26.79it/s, loss=4.29, v_num=0]
    Epoch 0:  59%|█████▉    | 20010/33666 [12:26<08:29, 26.79it/s, loss=4.28, v_num=0]
    Epoch 0:  59%|█████▉    | 20011/33666 [12:27<08:29, 26.79it/s, loss=4.28, v_num=0]
    Epoch 0:  59%|█████▉    | 20011/33666 [12:27<08:29, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  59%|█████▉    | 20012/33666 [12:27<08:29, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  59%|█████▉    | 20012/33666 [12:27<08:29, 26.79it/s, loss=4.26, v_num=0]
    Epoch 0:  59%|█████▉    | 20013/33666 [12:27<08:29, 26.79it/s, loss=4.26, v_num=0]
    Epoch 0:  59%|█████▉    | 20013/33666 [12:27<08:29, 26.79it/s, loss=4.26, v_num=0]
    Epoch 0:  59%|█████▉    | 20014/33666 [12:27<08:29, 26.79it/s, loss=4.26, v_num=0]
    Epoch 0:  59%|█████▉    | 20014/33666 [12:27<08:29, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  59%|█████▉    | 20015/33666 [12:27<08:29, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  59%|█████▉    | 20015/33666 [12:27<08:29, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  59%|█████▉    | 20016/33666 [12:27<08:29, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  59%|█████▉    | 20016/33666 [12:27<08:29, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  59%|█████▉    | 20017/33666 [12:27<08:29, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  59%|█████▉    | 20017/33666 [12:27<08:29, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  59%|█████▉    | 20018/33666 [12:27<08:29, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  59%|█████▉    | 20018/33666 [12:27<08:29, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  59%|█████▉    | 20019/33666 [12:27<08:29, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  59%|█████▉    | 20019/33666 [12:27<08:29, 26.79it/s, loss=4.21, v_num=0]
    Epoch 0:  59%|█████▉    | 20020/33666 [12:27<08:29, 26.79it/s, loss=4.21, v_num=0]
    Epoch 0:  59%|█████▉    | 20020/33666 [12:27<08:29, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  59%|█████▉    | 20021/33666 [12:27<08:29, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  59%|█████▉    | 20021/33666 [12:27<08:29, 26.79it/s, loss=4.21, v_num=0]
    Epoch 0:  59%|█████▉    | 20022/33666 [12:27<08:29, 26.79it/s, loss=4.21, v_num=0]
    Epoch 0:  59%|█████▉    | 20022/33666 [12:27<08:29, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  59%|█████▉    | 20023/33666 [12:27<08:29, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  59%|█████▉    | 20023/33666 [12:27<08:29, 26.79it/s, loss=4.21, v_num=0]
    Epoch 0:  59%|█████▉    | 20024/33666 [12:27<08:29, 26.79it/s, loss=4.21, v_num=0]
    Epoch 0:  59%|█████▉    | 20024/33666 [12:27<08:29, 26.79it/s, loss=4.23, v_num=0]
    Epoch 0:  59%|█████▉    | 20025/33666 [12:27<08:29, 26.79it/s, loss=4.23, v_num=0]
    Epoch 0:  59%|█████▉    | 20025/33666 [12:27<08:29, 26.79it/s, loss=4.23, v_num=0]
    Epoch 0:  59%|█████▉    | 20026/33666 [12:27<08:29, 26.79it/s, loss=4.23, v_num=0]
    Epoch 0:  59%|█████▉    | 20026/33666 [12:27<08:29, 26.79it/s, loss=4.21, v_num=0]
    Epoch 0:  59%|█████▉    | 20027/33666 [12:27<08:29, 26.79it/s, loss=4.21, v_num=0]
    Epoch 0:  59%|█████▉    | 20027/33666 [12:27<08:29, 26.79it/s, loss=4.21, v_num=0]
    Epoch 0:  59%|█████▉    | 20028/33666 [12:27<08:29, 26.79it/s, loss=4.21, v_num=0]
    Epoch 0:  59%|█████▉    | 20028/33666 [12:27<08:29, 26.79it/s, loss=4.21, v_num=0]
    Epoch 0:  59%|█████▉    | 20029/33666 [12:27<08:29, 26.79it/s, loss=4.21, v_num=0]
    Epoch 0:  59%|█████▉    | 20029/33666 [12:27<08:29, 26.79it/s, loss=4.21, v_num=0]
    Epoch 0:  59%|█████▉    | 20030/33666 [12:27<08:29, 26.79it/s, loss=4.21, v_num=0]
    Epoch 0:  59%|█████▉    | 20030/33666 [12:27<08:29, 26.79it/s, loss=4.21, v_num=0]
    Epoch 0:  59%|█████▉    | 20031/33666 [12:27<08:28, 26.79it/s, loss=4.21, v_num=0]
    Epoch 0:  59%|█████▉    | 20031/33666 [12:27<08:28, 26.79it/s, loss=4.21, v_num=0]
    Epoch 0:  60%|█████▉    | 20032/33666 [12:27<08:28, 26.79it/s, loss=4.21, v_num=0]
    Epoch 0:  60%|█████▉    | 20032/33666 [12:27<08:28, 26.79it/s, loss=4.16, v_num=0]
    Epoch 0:  60%|█████▉    | 20033/33666 [12:27<08:28, 26.79it/s, loss=4.16, v_num=0]
    Epoch 0:  60%|█████▉    | 20033/33666 [12:27<08:28, 26.79it/s, loss=4.14, v_num=0]
    Epoch 0:  60%|█████▉    | 20034/33666 [12:27<08:28, 26.79it/s, loss=4.14, v_num=0]
    Epoch 0:  60%|█████▉    | 20034/33666 [12:27<08:28, 26.79it/s, loss=4.06, v_num=0]
    Epoch 0:  60%|█████▉    | 20035/33666 [12:27<08:28, 26.79it/s, loss=4.06, v_num=0]
    Epoch 0:  60%|█████▉    | 20035/33666 [12:27<08:28, 26.79it/s, loss=4.07, v_num=0]
    Epoch 0:  60%|█████▉    | 20036/33666 [12:27<08:28, 26.79it/s, loss=4.07, v_num=0]
    Epoch 0:  60%|█████▉    | 20036/33666 [12:27<08:28, 26.79it/s, loss=4.12, v_num=0]
    Epoch 0:  60%|█████▉    | 20037/33666 [12:27<08:28, 26.79it/s, loss=4.12, v_num=0]
    Epoch 0:  60%|█████▉    | 20037/33666 [12:27<08:28, 26.79it/s, loss=4.13, v_num=0]
    Epoch 0:  60%|█████▉    | 20038/33666 [12:28<08:28, 26.79it/s, loss=4.13, v_num=0]
    Epoch 0:  60%|█████▉    | 20038/33666 [12:28<08:28, 26.79it/s, loss=4.11, v_num=0]
    Epoch 0:  60%|█████▉    | 20039/33666 [12:28<08:28, 26.79it/s, loss=4.11, v_num=0]
    Epoch 0:  60%|█████▉    | 20039/33666 [12:28<08:28, 26.79it/s, loss=4.1, v_num=0] 
    Epoch 0:  60%|█████▉    | 20040/33666 [12:28<08:28, 26.79it/s, loss=4.1, v_num=0]
    Epoch 0:  60%|█████▉    | 20040/33666 [12:28<08:28, 26.79it/s, loss=4.07, v_num=0]
    Epoch 0:  60%|█████▉    | 20041/33666 [12:28<08:28, 26.79it/s, loss=4.07, v_num=0]
    Epoch 0:  60%|█████▉    | 20041/33666 [12:28<08:28, 26.79it/s, loss=4.05, v_num=0]
    Epoch 0:  60%|█████▉    | 20042/33666 [12:28<08:28, 26.79it/s, loss=4.05, v_num=0]
    Epoch 0:  60%|█████▉    | 20042/33666 [12:28<08:28, 26.79it/s, loss=4.01, v_num=0]
    Epoch 0:  60%|█████▉    | 20043/33666 [12:28<08:28, 26.79it/s, loss=4.01, v_num=0]
    Epoch 0:  60%|█████▉    | 20043/33666 [12:28<08:28, 26.79it/s, loss=4, v_num=0]   
    Epoch 0:  60%|█████▉    | 20044/33666 [12:28<08:28, 26.79it/s, loss=4, v_num=0]
    Epoch 0:  60%|█████▉    | 20044/33666 [12:28<08:28, 26.79it/s, loss=3.98, v_num=0]
    Epoch 0:  60%|█████▉    | 20045/33666 [12:28<08:28, 26.79it/s, loss=3.98, v_num=0]
    Epoch 0:  60%|█████▉    | 20045/33666 [12:28<08:28, 26.79it/s, loss=4.04, v_num=0]
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    Epoch 0:  60%|█████▉    | 20046/33666 [12:28<08:28, 26.79it/s, loss=4.04, v_num=0]
    Epoch 0:  60%|█████▉    | 20047/33666 [12:28<08:28, 26.79it/s, loss=4.04, v_num=0]
    Epoch 0:  60%|█████▉    | 20047/33666 [12:28<08:28, 26.79it/s, loss=4.02, v_num=0]
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    Epoch 0:  60%|█████▉    | 20048/33666 [12:28<08:28, 26.79it/s, loss=4.03, v_num=0]
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    Epoch 0:  60%|█████▉    | 20049/33666 [12:28<08:28, 26.79it/s, loss=4.02, v_num=0]
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    Epoch 0:  60%|█████▉    | 20050/33666 [12:28<08:28, 26.79it/s, loss=4, v_num=0]   
    Epoch 0:  60%|█████▉    | 20051/33666 [12:28<08:28, 26.79it/s, loss=4, v_num=0]
    Epoch 0:  60%|█████▉    | 20051/33666 [12:28<08:28, 26.79it/s, loss=4.08, v_num=0]
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    Epoch 0:  60%|█████▉    | 20052/33666 [12:28<08:28, 26.79it/s, loss=4.12, v_num=0]
    Epoch 0:  60%|█████▉    | 20053/33666 [12:28<08:28, 26.79it/s, loss=4.12, v_num=0]
    Epoch 0:  60%|█████▉    | 20053/33666 [12:28<08:28, 26.79it/s, loss=4.14, v_num=0]
    Epoch 0:  60%|█████▉    | 20054/33666 [12:28<08:28, 26.79it/s, loss=4.14, v_num=0]
    Epoch 0:  60%|█████▉    | 20054/33666 [12:28<08:28, 26.79it/s, loss=4.21, v_num=0]
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    Epoch 0:  60%|█████▉    | 20055/33666 [12:28<08:28, 26.79it/s, loss=4.22, v_num=0]
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    Epoch 0:  60%|█████▉    | 20134/33666 [12:31<08:25, 26.79it/s, loss=4.3, v_num=0]
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    Epoch 0:  60%|█████▉    | 20141/33666 [12:31<08:24, 26.79it/s, loss=4.3, v_num=0]
    Epoch 0:  60%|█████▉    | 20141/33666 [12:31<08:24, 26.79it/s, loss=4.31, v_num=0]
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    Epoch 0:  60%|█████▉    | 20142/33666 [12:31<08:24, 26.79it/s, loss=4.27, v_num=0]
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    Epoch 0:  60%|█████▉    | 20143/33666 [12:31<08:24, 26.79it/s, loss=4.26, v_num=0]
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    Epoch 0:  60%|█████▉    | 20144/33666 [12:31<08:24, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  60%|█████▉    | 20145/33666 [12:31<08:24, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  60%|█████▉    | 20145/33666 [12:31<08:24, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  60%|█████▉    | 20146/33666 [12:31<08:24, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  60%|█████▉    | 20146/33666 [12:31<08:24, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  60%|█████▉    | 20147/33666 [12:32<08:24, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  60%|█████▉    | 20147/33666 [12:32<08:24, 26.79it/s, loss=4.26, v_num=0]
    Epoch 0:  60%|█████▉    | 20148/33666 [12:32<08:24, 26.79it/s, loss=4.26, v_num=0]
    Epoch 0:  60%|█████▉    | 20148/33666 [12:32<08:24, 26.79it/s, loss=4.31, v_num=0]
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    Epoch 0:  60%|█████▉    | 20149/33666 [12:32<08:24, 26.79it/s, loss=4.32, v_num=0]
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    Epoch 0:  60%|█████▉    | 20151/33666 [12:32<08:24, 26.79it/s, loss=4.3, v_num=0]
    Epoch 0:  60%|█████▉    | 20151/33666 [12:32<08:24, 26.79it/s, loss=4.37, v_num=0]
    Epoch 0:  60%|█████▉    | 20152/33666 [12:32<08:24, 26.79it/s, loss=4.37, v_num=0]
    Epoch 0:  60%|█████▉    | 20152/33666 [12:32<08:24, 26.79it/s, loss=4.38, v_num=0]
    Epoch 0:  60%|█████▉    | 20153/33666 [12:32<08:24, 26.79it/s, loss=4.38, v_num=0]
    Epoch 0:  60%|█████▉    | 20153/33666 [12:32<08:24, 26.79it/s, loss=4.37, v_num=0]
    Epoch 0:  60%|█████▉    | 20154/33666 [12:32<08:24, 26.79it/s, loss=4.37, v_num=0]
    Epoch 0:  60%|█████▉    | 20154/33666 [12:32<08:24, 26.79it/s, loss=4.35, v_num=0]
    Epoch 0:  60%|█████▉    | 20155/33666 [12:32<08:24, 26.79it/s, loss=4.35, v_num=0]
    Epoch 0:  60%|█████▉    | 20155/33666 [12:32<08:24, 26.79it/s, loss=4.31, v_num=0]
    Epoch 0:  60%|█████▉    | 20156/33666 [12:32<08:24, 26.79it/s, loss=4.31, v_num=0]
    Epoch 0:  60%|█████▉    | 20156/33666 [12:32<08:24, 26.79it/s, loss=4.32, v_num=0]
    Epoch 0:  60%|█████▉    | 20157/33666 [12:32<08:24, 26.79it/s, loss=4.32, v_num=0]
    Epoch 0:  60%|█████▉    | 20157/33666 [12:32<08:24, 26.79it/s, loss=4.33, v_num=0]
    Epoch 0:  60%|█████▉    | 20158/33666 [12:32<08:24, 26.79it/s, loss=4.33, v_num=0]
    Epoch 0:  60%|█████▉    | 20158/33666 [12:32<08:24, 26.79it/s, loss=4.3, v_num=0] 
    Epoch 0:  60%|█████▉    | 20159/33666 [12:32<08:24, 26.79it/s, loss=4.3, v_num=0]
    Epoch 0:  60%|█████▉    | 20159/33666 [12:32<08:24, 26.79it/s, loss=4.32, v_num=0]
    Epoch 0:  60%|█████▉    | 20160/33666 [12:32<08:24, 26.79it/s, loss=4.32, v_num=0]
    Epoch 0:  60%|█████▉    | 20160/33666 [12:32<08:24, 26.79it/s, loss=4.29, v_num=0]
    Epoch 0:  60%|█████▉    | 20161/33666 [12:32<08:24, 26.79it/s, loss=4.29, v_num=0]
    Epoch 0:  60%|█████▉    | 20161/33666 [12:32<08:24, 26.79it/s, loss=4.29, v_num=0]
    Epoch 0:  60%|█████▉    | 20162/33666 [12:32<08:24, 26.79it/s, loss=4.29, v_num=0]
    Epoch 0:  60%|█████▉    | 20162/33666 [12:32<08:24, 26.79it/s, loss=4.29, v_num=0]
    Epoch 0:  60%|█████▉    | 20163/33666 [12:32<08:24, 26.79it/s, loss=4.29, v_num=0]
    Epoch 0:  60%|█████▉    | 20163/33666 [12:32<08:24, 26.79it/s, loss=4.29, v_num=0]
    Epoch 0:  60%|█████▉    | 20164/33666 [12:32<08:23, 26.79it/s, loss=4.29, v_num=0]
    Epoch 0:  60%|█████▉    | 20164/33666 [12:32<08:23, 26.79it/s, loss=4.28, v_num=0]
    Epoch 0:  60%|█████▉    | 20165/33666 [12:32<08:23, 26.79it/s, loss=4.28, v_num=0]
    Epoch 0:  60%|█████▉    | 20165/33666 [12:32<08:23, 26.79it/s, loss=4.29, v_num=0]
    Epoch 0:  60%|█████▉    | 20166/33666 [12:32<08:23, 26.79it/s, loss=4.29, v_num=0]
    Epoch 0:  60%|█████▉    | 20166/33666 [12:32<08:23, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  60%|█████▉    | 20167/33666 [12:32<08:23, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  60%|█████▉    | 20167/33666 [12:32<08:23, 26.79it/s, loss=4.2, v_num=0] 
    Epoch 0:  60%|█████▉    | 20168/33666 [12:32<08:23, 26.79it/s, loss=4.2, v_num=0]
    Epoch 0:  60%|█████▉    | 20168/33666 [12:32<08:23, 26.79it/s, loss=4.17, v_num=0]
    Epoch 0:  60%|█████▉    | 20169/33666 [12:32<08:23, 26.79it/s, loss=4.17, v_num=0]
    Epoch 0:  60%|█████▉    | 20169/33666 [12:32<08:23, 26.79it/s, loss=4.18, v_num=0]
    Epoch 0:  60%|█████▉    | 20170/33666 [12:32<08:23, 26.79it/s, loss=4.18, v_num=0]
    Epoch 0:  60%|█████▉    | 20170/33666 [12:32<08:23, 26.79it/s, loss=4.21, v_num=0]
    Epoch 0:  60%|█████▉    | 20171/33666 [12:32<08:23, 26.79it/s, loss=4.21, v_num=0]
    Epoch 0:  60%|█████▉    | 20171/33666 [12:32<08:23, 26.79it/s, loss=4.14, v_num=0]
    Epoch 0:  60%|█████▉    | 20172/33666 [12:32<08:23, 26.79it/s, loss=4.14, v_num=0]
    Epoch 0:  60%|█████▉    | 20172/33666 [12:32<08:23, 26.79it/s, loss=4.12, v_num=0]
    Epoch 0:  60%|█████▉    | 20173/33666 [12:32<08:23, 26.79it/s, loss=4.12, v_num=0]
    Epoch 0:  60%|█████▉    | 20173/33666 [12:32<08:23, 26.79it/s, loss=4.1, v_num=0] 
    Epoch 0:  60%|█████▉    | 20174/33666 [12:33<08:23, 26.79it/s, loss=4.1, v_num=0]
    Epoch 0:  60%|█████▉    | 20174/33666 [12:33<08:23, 26.79it/s, loss=4.11, v_num=0]
    Epoch 0:  60%|█████▉    | 20175/33666 [12:33<08:23, 26.79it/s, loss=4.11, v_num=0]
    Epoch 0:  60%|█████▉    | 20175/33666 [12:33<08:23, 26.79it/s, loss=4.13, v_num=0]
    Epoch 0:  60%|█████▉    | 20176/33666 [12:33<08:23, 26.79it/s, loss=4.13, v_num=0]
    Epoch 0:  60%|█████▉    | 20176/33666 [12:33<08:23, 26.79it/s, loss=4.14, v_num=0]
    Epoch 0:  60%|█████▉    | 20177/33666 [12:33<08:23, 26.79it/s, loss=4.14, v_num=0]
    Epoch 0:  60%|█████▉    | 20177/33666 [12:33<08:23, 26.79it/s, loss=4.13, v_num=0]
    Epoch 0:  60%|█████▉    | 20178/33666 [12:33<08:23, 26.79it/s, loss=4.13, v_num=0]
    Epoch 0:  60%|█████▉    | 20178/33666 [12:33<08:23, 26.79it/s, loss=4.16, v_num=0]
    Epoch 0:  60%|█████▉    | 20179/33666 [12:33<08:23, 26.79it/s, loss=4.16, v_num=0]
    Epoch 0:  60%|█████▉    | 20179/33666 [12:33<08:23, 26.79it/s, loss=4.16, v_num=0]
    Epoch 0:  60%|█████▉    | 20180/33666 [12:33<08:23, 26.79it/s, loss=4.16, v_num=0]
    Epoch 0:  60%|█████▉    | 20180/33666 [12:33<08:23, 26.79it/s, loss=4.16, v_num=0]
    Epoch 0:  60%|█████▉    | 20181/33666 [12:33<08:23, 26.79it/s, loss=4.16, v_num=0]
    Epoch 0:  60%|█████▉    | 20181/33666 [12:33<08:23, 26.79it/s, loss=4.19, v_num=0]
    Epoch 0:  60%|█████▉    | 20182/33666 [12:33<08:23, 26.79it/s, loss=4.19, v_num=0]
    Epoch 0:  60%|█████▉    | 20182/33666 [12:33<08:23, 26.79it/s, loss=4.18, v_num=0]
    Epoch 0:  60%|█████▉    | 20183/33666 [12:33<08:23, 26.79it/s, loss=4.18, v_num=0]
    Epoch 0:  60%|█████▉    | 20183/33666 [12:33<08:23, 26.79it/s, loss=4.19, v_num=0]
    Epoch 0:  60%|█████▉    | 20184/33666 [12:33<08:23, 26.79it/s, loss=4.19, v_num=0]
    Epoch 0:  60%|█████▉    | 20184/33666 [12:33<08:23, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  60%|█████▉    | 20185/33666 [12:33<08:23, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  60%|█████▉    | 20185/33666 [12:33<08:23, 26.79it/s, loss=4.28, v_num=0]
    Epoch 0:  60%|█████▉    | 20186/33666 [12:33<08:23, 26.79it/s, loss=4.28, v_num=0]
    Epoch 0:  60%|█████▉    | 20186/33666 [12:33<08:23, 26.79it/s, loss=4.28, v_num=0]
    Epoch 0:  60%|█████▉    | 20187/33666 [12:33<08:23, 26.79it/s, loss=4.28, v_num=0]
    Epoch 0:  60%|█████▉    | 20187/33666 [12:33<08:23, 26.79it/s, loss=4.34, v_num=0]
    Epoch 0:  60%|█████▉    | 20188/33666 [12:33<08:23, 26.79it/s, loss=4.34, v_num=0]
    Epoch 0:  60%|█████▉    | 20188/33666 [12:33<08:23, 26.79it/s, loss=4.29, v_num=0]
    Epoch 0:  60%|█████▉    | 20189/33666 [12:33<08:23, 26.79it/s, loss=4.29, v_num=0]
    Epoch 0:  60%|█████▉    | 20189/33666 [12:33<08:23, 26.79it/s, loss=4.29, v_num=0]
    Epoch 0:  60%|█████▉    | 20190/33666 [12:33<08:22, 26.79it/s, loss=4.29, v_num=0]
    Epoch 0:  60%|█████▉    | 20190/33666 [12:33<08:22, 26.79it/s, loss=4.24, v_num=0]
    Epoch 0:  60%|█████▉    | 20191/33666 [12:33<08:22, 26.79it/s, loss=4.24, v_num=0]
    Epoch 0:  60%|█████▉    | 20191/33666 [12:33<08:22, 26.79it/s, loss=4.28, v_num=0]
    Epoch 0:  60%|█████▉    | 20192/33666 [12:33<08:22, 26.79it/s, loss=4.28, v_num=0]
    Epoch 0:  60%|█████▉    | 20192/33666 [12:33<08:22, 26.79it/s, loss=4.23, v_num=0]
    Epoch 0:  60%|█████▉    | 20193/33666 [12:33<08:22, 26.79it/s, loss=4.23, v_num=0]
    Epoch 0:  60%|█████▉    | 20193/33666 [12:33<08:22, 26.79it/s, loss=4.24, v_num=0]
    Epoch 0:  60%|█████▉    | 20194/33666 [12:33<08:22, 26.79it/s, loss=4.24, v_num=0]
    Epoch 0:  60%|█████▉    | 20194/33666 [12:33<08:22, 26.79it/s, loss=4.26, v_num=0]
    Epoch 0:  60%|█████▉    | 20195/33666 [12:33<08:22, 26.79it/s, loss=4.26, v_num=0]
    Epoch 0:  60%|█████▉    | 20195/33666 [12:33<08:22, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  60%|█████▉    | 20196/33666 [12:33<08:22, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  60%|█████▉    | 20196/33666 [12:33<08:22, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  60%|█████▉    | 20197/33666 [12:33<08:22, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  60%|█████▉    | 20197/33666 [12:33<08:22, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  60%|█████▉    | 20198/33666 [12:33<08:22, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  60%|█████▉    | 20198/33666 [12:33<08:22, 26.79it/s, loss=4.3, v_num=0] 
    Epoch 0:  60%|█████▉    | 20199/33666 [12:33<08:22, 26.79it/s, loss=4.3, v_num=0]
    Epoch 0:  60%|█████▉    | 20199/33666 [12:33<08:22, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  60%|██████    | 20200/33666 [12:33<08:22, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  60%|██████    | 20200/33666 [12:33<08:22, 26.79it/s, loss=4.31, v_num=0]
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    Epoch 0:  60%|██████    | 20201/33666 [12:34<08:22, 26.79it/s, loss=4.31, v_num=0]
    Epoch 0:  60%|██████    | 20202/33666 [12:34<08:22, 26.79it/s, loss=4.31, v_num=0]
    Epoch 0:  60%|██████    | 20202/33666 [12:34<08:22, 26.79it/s, loss=4.31, v_num=0]
    Epoch 0:  60%|██████    | 20203/33666 [12:34<08:22, 26.79it/s, loss=4.31, v_num=0]
    Epoch 0:  60%|██████    | 20203/33666 [12:34<08:22, 26.79it/s, loss=4.29, v_num=0]
    Epoch 0:  60%|██████    | 20204/33666 [12:34<08:22, 26.79it/s, loss=4.29, v_num=0]
    Epoch 0:  60%|██████    | 20204/33666 [12:34<08:22, 26.79it/s, loss=4.23, v_num=0]
    Epoch 0:  60%|██████    | 20205/33666 [12:34<08:22, 26.79it/s, loss=4.23, v_num=0]
    Epoch 0:  60%|██████    | 20205/33666 [12:34<08:22, 26.79it/s, loss=4.19, v_num=0]
    Epoch 0:  60%|██████    | 20206/33666 [12:34<08:22, 26.79it/s, loss=4.19, v_num=0]
    Epoch 0:  60%|██████    | 20206/33666 [12:34<08:22, 26.79it/s, loss=4.21, v_num=0]
    Epoch 0:  60%|██████    | 20207/33666 [12:34<08:22, 26.79it/s, loss=4.21, v_num=0]
    Epoch 0:  60%|██████    | 20207/33666 [12:34<08:22, 26.79it/s, loss=4.21, v_num=0]
    Epoch 0:  60%|██████    | 20208/33666 [12:34<08:22, 26.79it/s, loss=4.21, v_num=0]
    Epoch 0:  60%|██████    | 20208/33666 [12:34<08:22, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  60%|██████    | 20209/33666 [12:34<08:22, 26.79it/s, loss=4.27, v_num=0]
    Epoch 0:  60%|██████    | 20209/33666 [12:34<08:22, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  60%|██████    | 20210/33666 [12:34<08:22, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  60%|██████    | 20210/33666 [12:34<08:22, 26.79it/s, loss=4.26, v_num=0]
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    Epoch 0:  60%|██████    | 20211/33666 [12:34<08:22, 26.79it/s, loss=4.23, v_num=0]
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    Epoch 0:  60%|██████    | 20212/33666 [12:34<08:22, 26.79it/s, loss=4.29, v_num=0]
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    Epoch 0:  62%|██████▏   | 20727/33666 [12:53<08:02, 26.80it/s, loss=3.96, v_num=0]
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    Epoch 0:  62%|██████▏   | 20728/33666 [12:53<08:02, 26.80it/s, loss=3.96, v_num=0]
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    Epoch 0:  62%|██████▏   | 20729/33666 [12:53<08:02, 26.80it/s, loss=3.98, v_num=0]
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    Epoch 0:  62%|██████▏   | 20730/33666 [12:53<08:02, 26.80it/s, loss=3.97, v_num=0]
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    Epoch 0:  62%|██████▏   | 20731/33666 [12:53<08:02, 26.80it/s, loss=4.02, v_num=0]
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    Epoch 0:  62%|██████▏   | 20734/33666 [12:53<08:02, 26.80it/s, loss=4.04, v_num=0]
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    Epoch 0:  62%|██████▏   | 20736/33666 [12:53<08:02, 26.80it/s, loss=4.09, v_num=0]
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    Epoch 0:  62%|██████▏   | 20743/33666 [12:54<08:02, 26.80it/s, loss=4.26, v_num=0]
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    Epoch 0:  62%|██████▏   | 20744/33666 [12:54<08:02, 26.80it/s, loss=4.25, v_num=0]
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    Epoch 0:  62%|██████▏   | 20746/33666 [12:54<08:02, 26.80it/s, loss=4.3, v_num=0] 
    Epoch 0:  62%|██████▏   | 20747/33666 [12:54<08:02, 26.80it/s, loss=4.3, v_num=0]
    Epoch 0:  62%|██████▏   | 20747/33666 [12:54<08:02, 26.80it/s, loss=4.35, v_num=0]
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    Epoch 0:  62%|██████▏   | 20749/33666 [12:54<08:01, 26.80it/s, loss=4.35, v_num=0]
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    Epoch 0:  62%|██████▏   | 20751/33666 [12:54<08:01, 26.80it/s, loss=4.32, v_num=0]
    Epoch 0:  62%|██████▏   | 20752/33666 [12:54<08:01, 26.80it/s, loss=4.32, v_num=0]
    Epoch 0:  62%|██████▏   | 20752/33666 [12:54<08:01, 26.80it/s, loss=4.32, v_num=0]
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    Epoch 0:  62%|██████▏   | 20753/33666 [12:54<08:01, 26.80it/s, loss=4.27, v_num=0]
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    Epoch 0:  62%|██████▏   | 20754/33666 [12:54<08:01, 26.80it/s, loss=4.28, v_num=0]
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    Epoch 0:  62%|██████▏   | 20755/33666 [12:54<08:01, 26.80it/s, loss=4.26, v_num=0]
    Epoch 0:  62%|██████▏   | 20756/33666 [12:54<08:01, 26.80it/s, loss=4.26, v_num=0]
    Epoch 0:  62%|██████▏   | 20756/33666 [12:54<08:01, 26.80it/s, loss=4.27, v_num=0]
    Epoch 0:  62%|██████▏   | 20757/33666 [12:54<08:01, 26.80it/s, loss=4.27, v_num=0]
    Epoch 0:  62%|██████▏   | 20757/33666 [12:54<08:01, 26.80it/s, loss=4.29, v_num=0]
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    Epoch 0:  62%|██████▏   | 20758/33666 [12:54<08:01, 26.80it/s, loss=4.26, v_num=0]
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    Epoch 0:  62%|██████▏   | 20759/33666 [12:54<08:01, 26.80it/s, loss=4.22, v_num=0]
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    Epoch 0:  62%|██████▏   | 20760/33666 [12:54<08:01, 26.80it/s, loss=4.24, v_num=0]
    Epoch 0:  62%|██████▏   | 20761/33666 [12:54<08:01, 26.80it/s, loss=4.24, v_num=0]
    Epoch 0:  62%|██████▏   | 20761/33666 [12:54<08:01, 26.80it/s, loss=4.17, v_num=0]
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    Epoch 0:  62%|██████▏   | 20763/33666 [12:54<08:01, 26.80it/s, loss=4.14, v_num=0]
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    Epoch 0:  62%|██████▏   | 20764/33666 [12:54<08:01, 26.80it/s, loss=4.15, v_num=0]
    Epoch 0:  62%|██████▏   | 20765/33666 [12:54<08:01, 26.80it/s, loss=4.15, v_num=0]
    Epoch 0:  62%|██████▏   | 20765/33666 [12:54<08:01, 26.80it/s, loss=4.12, v_num=0]
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    Epoch 0:  62%|██████▏   | 20766/33666 [12:54<08:01, 26.80it/s, loss=4.17, v_num=0]
    Epoch 0:  62%|██████▏   | 20767/33666 [12:54<08:01, 26.80it/s, loss=4.17, v_num=0]
    Epoch 0:  62%|██████▏   | 20767/33666 [12:54<08:01, 26.80it/s, loss=4.14, v_num=0]
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    Epoch 0:  62%|██████▏   | 20768/33666 [12:54<08:01, 26.80it/s, loss=4.11, v_num=0]
    Epoch 0:  62%|██████▏   | 20769/33666 [12:55<08:01, 26.80it/s, loss=4.11, v_num=0]
    Epoch 0:  62%|██████▏   | 20769/33666 [12:55<08:01, 26.80it/s, loss=4.08, v_num=0]
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    Epoch 0:  62%|██████▏   | 20770/33666 [12:55<08:01, 26.80it/s, loss=4.09, v_num=0]
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    Epoch 0:  62%|██████▏   | 20771/33666 [12:55<08:01, 26.80it/s, loss=4.08, v_num=0]
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    Epoch 0:  62%|██████▏   | 20772/33666 [12:55<08:01, 26.80it/s, loss=4.12, v_num=0]
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    Epoch 0:  62%|██████▏   | 20773/33666 [12:55<08:01, 26.80it/s, loss=4.12, v_num=0]
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    Epoch 0:  62%|██████▏   | 20774/33666 [12:55<08:01, 26.80it/s, loss=4.14, v_num=0]
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    Epoch 0:  62%|██████▏   | 20775/33666 [12:55<08:01, 26.80it/s, loss=4.14, v_num=0]
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    Epoch 0:  62%|██████▏   | 20777/33666 [12:55<08:00, 26.80it/s, loss=4.07, v_num=0]
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    Epoch 0:  62%|██████▏   | 20778/33666 [12:55<08:00, 26.80it/s, loss=4.09, v_num=0]
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    Epoch 0:  62%|██████▏   | 20779/33666 [12:55<08:00, 26.80it/s, loss=4.14, v_num=0]
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    Epoch 0:  62%|██████▏   | 20780/33666 [12:55<08:00, 26.80it/s, loss=4.16, v_num=0]
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    Epoch 0:  62%|██████▏   | 20781/33666 [12:55<08:00, 26.80it/s, loss=4.13, v_num=0]
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    Epoch 0:  62%|██████▏   | 20783/33666 [12:55<08:00, 26.80it/s, loss=4.13, v_num=0]
    Epoch 0:  62%|██████▏   | 20783/33666 [12:55<08:00, 26.80it/s, loss=4.09, v_num=0]
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    Epoch 0:  62%|██████▏   | 20810/33666 [12:56<07:59, 26.80it/s, loss=4.27, v_num=0]
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    Epoch 0:  62%|██████▏   | 20815/33666 [12:56<07:59, 26.80it/s, loss=4.35, v_num=0]
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    Epoch 0:  62%|██████▏   | 20816/33666 [12:56<07:59, 26.80it/s, loss=4.35, v_num=0]
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    Epoch 0:  62%|██████▏   | 20817/33666 [12:56<07:59, 26.80it/s, loss=4.35, v_num=0]
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    Epoch 0:  62%|██████▏   | 20818/33666 [12:56<07:59, 26.80it/s, loss=4.29, v_num=0]
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    Epoch 0:  62%|██████▏   | 20819/33666 [12:56<07:59, 26.80it/s, loss=4.26, v_num=0]
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    Epoch 0:  62%|██████▏   | 20820/33666 [12:57<07:59, 26.80it/s, loss=4.28, v_num=0]
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    Epoch 0:  62%|██████▏   | 20821/33666 [12:57<07:59, 26.79it/s, loss=4.31, v_num=0]
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    Epoch 0:  62%|██████▏   | 20822/33666 [12:57<07:59, 26.79it/s, loss=4.26, v_num=0]
    Epoch 0:  62%|██████▏   | 20823/33666 [12:57<07:59, 26.79it/s, loss=4.26, v_num=0]
    Epoch 0:  62%|██████▏   | 20823/33666 [12:57<07:59, 26.79it/s, loss=4.27, v_num=0]
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    Epoch 0:  62%|██████▏   | 20824/33666 [12:57<07:59, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  62%|██████▏   | 20825/33666 [12:57<07:59, 26.79it/s, loss=4.25, v_num=0]
    Epoch 0:  62%|██████▏   | 20825/33666 [12:57<07:59, 26.79it/s, loss=4.24, v_num=0]
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    Epoch 0:  62%|██████▏   | 20826/33666 [12:57<07:59, 26.79it/s, loss=4.23, v_num=0]
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    Epoch 0:  62%|██████▏   | 20827/33666 [12:57<07:59, 26.79it/s, loss=4.15, v_num=0]
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    Epoch 0:  62%|██████▏   | 20828/33666 [12:57<07:59, 26.79it/s, loss=4.13, v_num=0]
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    Epoch 0:  62%|██████▏   | 20829/33666 [12:57<07:59, 26.79it/s, loss=4.11, v_num=0]
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    Epoch 0:  62%|██████▏   | 20830/33666 [12:57<07:59, 26.79it/s, loss=4.11, v_num=0]
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    Epoch 0:  62%|██████▏   | 20831/33666 [12:57<07:59, 26.79it/s, loss=4.11, v_num=0]
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    Epoch 0:  62%|██████▏   | 20832/33666 [12:57<07:58, 26.79it/s, loss=4.09, v_num=0]
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    Epoch 0:  62%|██████▏   | 20833/33666 [12:57<07:58, 26.79it/s, loss=4.12, v_num=0]
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    Epoch 0:  62%|██████▏   | 20834/33666 [12:57<07:58, 26.79it/s, loss=4.1, v_num=0] 
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    Epoch 0:  62%|██████▏   | 20835/33666 [12:57<07:58, 26.79it/s, loss=4.08, v_num=0]
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    Epoch 0:  62%|██████▏   | 20836/33666 [12:57<07:58, 26.79it/s, loss=4.06, v_num=0]
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    Epoch 0:  62%|██████▏   | 20837/33666 [12:57<07:58, 26.79it/s, loss=4.01, v_num=0]
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    Epoch 0:  62%|██████▏   | 20838/33666 [12:57<07:58, 26.79it/s, loss=4.08, v_num=0]
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    Epoch 0:  62%|██████▏   | 20839/33666 [12:57<07:58, 26.79it/s, loss=4.08, v_num=0]
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    Epoch 0:  62%|██████▏   | 20840/33666 [12:57<07:58, 26.79it/s, loss=4.07, v_num=0]
    Epoch 0:  62%|██████▏   | 20841/33666 [12:57<07:58, 26.79it/s, loss=4.07, v_num=0]
    Epoch 0:  62%|██████▏   | 20841/33666 [12:57<07:58, 26.79it/s, loss=4.05, v_num=0]
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    Epoch 0:  62%|██████▏   | 20843/33666 [12:57<07:58, 26.79it/s, loss=4.1, v_num=0]
    Epoch 0:  62%|██████▏   | 20843/33666 [12:57<07:58, 26.79it/s, loss=4.09, v_num=0]
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    Epoch 0:  62%|██████▏   | 20844/33666 [12:57<07:58, 26.79it/s, loss=4.14, v_num=0]
    Epoch 0:  62%|██████▏   | 20845/33666 [12:57<07:58, 26.79it/s, loss=4.14, v_num=0]
    Epoch 0:  62%|██████▏   | 20845/33666 [12:57<07:58, 26.79it/s, loss=4.15, v_num=0]
    Epoch 0:  62%|██████▏   | 20846/33666 [12:57<07:58, 26.79it/s, loss=4.15, v_num=0]
    Epoch 0:  62%|██████▏   | 20846/33666 [12:57<07:58, 26.79it/s, loss=4.2, v_num=0] 
    Epoch 0:  62%|██████▏   | 20847/33666 [12:58<07:58, 26.79it/s, loss=4.2, v_num=0]
    Epoch 0:  62%|██████▏   | 20847/33666 [12:58<07:58, 26.79it/s, loss=4.24, v_num=0]
    Epoch 0:  62%|██████▏   | 20848/33666 [12:58<07:58, 26.79it/s, loss=4.24, v_num=0]
    Epoch 0:  62%|██████▏   | 20848/33666 [12:58<07:58, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  62%|██████▏   | 20849/33666 [12:58<07:58, 26.79it/s, loss=4.22, v_num=0]
    Epoch 0:  62%|██████▏   | 20849/33666 [12:58<07:58, 26.79it/s, loss=4.23, v_num=0]
    Epoch 0:  62%|██████▏   | 20850/33666 [12:58<07:58, 26.79it/s, loss=4.23, v_num=0]
    Epoch 0:  62%|██████▏   | 20850/33666 [12:58<07:58, 26.79it/s, loss=4.2, v_num=0] 
    Epoch 0:  62%|██████▏   | 20851/33666 [12:58<07:58, 26.79it/s, loss=4.2, v_num=0]
    Epoch 0:  62%|██████▏   | 20851/33666 [12:58<07:58, 26.79it/s, loss=4.2, v_num=0]
    Epoch 0:  62%|██████▏   | 20852/33666 [12:58<07:58, 26.80it/s, loss=4.2, v_num=0]
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    Epoch 0:  62%|██████▏   | 20853/33666 [12:58<07:58, 26.80it/s, loss=4.2, v_num=0] 
    Epoch 0:  62%|██████▏   | 20854/33666 [12:58<07:58, 26.80it/s, loss=4.2, v_num=0]
    Epoch 0:  62%|██████▏   | 20854/33666 [12:58<07:58, 26.80it/s, loss=4.22, v_num=0]
    Epoch 0:  62%|██████▏   | 20855/33666 [12:58<07:58, 26.80it/s, loss=4.22, v_num=0]
    Epoch 0:  62%|██████▏   | 20855/33666 [12:58<07:58, 26.80it/s, loss=4.25, v_num=0]
    Epoch 0:  62%|██████▏   | 20856/33666 [12:58<07:58, 26.80it/s, loss=4.25, v_num=0]
    Epoch 0:  62%|██████▏   | 20856/33666 [12:58<07:58, 26.80it/s, loss=4.26, v_num=0]
    Epoch 0:  62%|██████▏   | 20857/33666 [12:58<07:58, 26.80it/s, loss=4.26, v_num=0]
    Epoch 0:  62%|██████▏   | 20857/33666 [12:58<07:58, 26.80it/s, loss=4.36, v_num=0]
    Epoch 0:  62%|██████▏   | 20858/33666 [12:58<07:57, 26.80it/s, loss=4.36, v_num=0]
    Epoch 0:  62%|██████▏   | 20858/33666 [12:58<07:57, 26.80it/s, loss=4.35, v_num=0]
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    Epoch 0:  62%|██████▏   | 20860/33666 [12:58<07:57, 26.80it/s, loss=4.43, v_num=0]
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    Epoch 0:  62%|██████▏   | 20861/33666 [12:58<07:57, 26.80it/s, loss=4.43, v_num=0]
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    Epoch 0:  62%|██████▏   | 20863/33666 [12:58<07:57, 26.80it/s, loss=4.38, v_num=0]
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    Epoch 0:  62%|██████▏   | 20869/33666 [12:58<07:57, 26.80it/s, loss=4.39, v_num=0]
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    Epoch 0:  62%|██████▏   | 20886/33666 [12:59<07:56, 26.80it/s, loss=4.28, v_num=0]
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    Epoch 0:  62%|██████▏   | 20887/33666 [12:59<07:56, 26.80it/s, loss=4.31, v_num=0]
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    Epoch 0:  62%|██████▏   | 20890/33666 [12:59<07:56, 26.80it/s, loss=4.37, v_num=0]
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    Epoch 0:  62%|██████▏   | 20893/33666 [12:59<07:56, 26.80it/s, loss=4.25, v_num=0]
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    Epoch 0:  62%|██████▏   | 20895/33666 [12:59<07:56, 26.80it/s, loss=4.3, v_num=0]
    Epoch 0:  62%|██████▏   | 20896/33666 [12:59<07:56, 26.80it/s, loss=4.3, v_num=0]
    Epoch 0:  62%|██████▏   | 20896/33666 [12:59<07:56, 26.80it/s, loss=4.3, v_num=0]
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    Epoch 0:  62%|██████▏   | 20899/33666 [12:59<07:56, 26.80it/s, loss=4.33, v_num=0]
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    Epoch 0:  62%|██████▏   | 20901/33666 [12:59<07:56, 26.80it/s, loss=4.3, v_num=0] 
    Epoch 0:  62%|██████▏   | 20902/33666 [13:00<07:56, 26.80it/s, loss=4.3, v_num=0]
    Epoch 0:  62%|██████▏   | 20902/33666 [13:00<07:56, 26.80it/s, loss=4.24, v_num=0]
    Epoch 0:  62%|██████▏   | 20903/33666 [13:00<07:56, 26.80it/s, loss=4.24, v_num=0]
    Epoch 0:  62%|██████▏   | 20903/33666 [13:00<07:56, 26.80it/s, loss=4.24, v_num=0]
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    Epoch 0:  62%|██████▏   | 20904/33666 [13:00<07:56, 26.80it/s, loss=4.2, v_num=0] 
    Epoch 0:  62%|██████▏   | 20905/33666 [13:00<07:56, 26.80it/s, loss=4.2, v_num=0]
    Epoch 0:  62%|██████▏   | 20905/33666 [13:00<07:56, 26.80it/s, loss=4.17, v_num=0]
    Epoch 0:  62%|██████▏   | 20906/33666 [13:00<07:56, 26.80it/s, loss=4.17, v_num=0]
    Epoch 0:  62%|██████▏   | 20906/33666 [13:00<07:56, 26.80it/s, loss=4.17, v_num=0]
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    Epoch 0:  62%|██████▏   | 20907/33666 [13:00<07:56, 26.80it/s, loss=4.13, v_num=0]
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    Epoch 0:  62%|██████▏   | 20910/33666 [13:00<07:56, 26.80it/s, loss=4.13, v_num=0]
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    Epoch 0:  62%|██████▏   | 20911/33666 [13:00<07:55, 26.80it/s, loss=4.12, v_num=0]
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    Epoch 0:  62%|██████▏   | 20912/33666 [13:00<07:55, 26.80it/s, loss=4.2, v_num=0] 
    Epoch 0:  62%|██████▏   | 20913/33666 [13:00<07:55, 26.80it/s, loss=4.2, v_num=0]
    Epoch 0:  62%|██████▏   | 20913/33666 [13:00<07:55, 26.80it/s, loss=4.21, v_num=0]
    Epoch 0:  62%|██████▏   | 20914/33666 [13:00<07:55, 26.80it/s, loss=4.21, v_num=0]
    Epoch 0:  62%|██████▏   | 20914/33666 [13:00<07:55, 26.80it/s, loss=4.2, v_num=0] 
    Epoch 0:  62%|██████▏   | 20915/33666 [13:00<07:55, 26.80it/s, loss=4.2, v_num=0]
    Epoch 0:  62%|██████▏   | 20915/33666 [13:00<07:55, 26.80it/s, loss=4.18, v_num=0]
    Epoch 0:  62%|██████▏   | 20916/33666 [13:00<07:55, 26.80it/s, loss=4.18, v_num=0]
    Epoch 0:  62%|██████▏   | 20916/33666 [13:00<07:55, 26.80it/s, loss=4.2, v_num=0] 
    Epoch 0:  62%|██████▏   | 20917/33666 [13:00<07:55, 26.80it/s, loss=4.2, v_num=0]
    Epoch 0:  62%|██████▏   | 20917/33666 [13:00<07:55, 26.80it/s, loss=4.16, v_num=0]
    Epoch 0:  62%|██████▏   | 20918/33666 [13:00<07:55, 26.80it/s, loss=4.16, v_num=0]
    Epoch 0:  62%|██████▏   | 20918/33666 [13:00<07:55, 26.80it/s, loss=4.15, v_num=0]
    Epoch 0:  62%|██████▏   | 20919/33666 [13:00<07:55, 26.80it/s, loss=4.15, v_num=0]
    Epoch 0:  62%|██████▏   | 20919/33666 [13:00<07:55, 26.80it/s, loss=4.13, v_num=0]
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    Epoch 0:  62%|██████▏   | 20920/33666 [13:00<07:55, 26.80it/s, loss=4.13, v_num=0]
    Epoch 0:  62%|██████▏   | 20921/33666 [13:00<07:55, 26.80it/s, loss=4.13, v_num=0]
    Epoch 0:  62%|██████▏   | 20921/33666 [13:00<07:55, 26.80it/s, loss=4.15, v_num=0]
    Epoch 0:  62%|██████▏   | 20922/33666 [13:00<07:55, 26.80it/s, loss=4.15, v_num=0]
    Epoch 0:  62%|██████▏   | 20922/33666 [13:00<07:55, 26.80it/s, loss=4.19, v_num=0]
    Epoch 0:  62%|██████▏   | 20923/33666 [13:00<07:55, 26.80it/s, loss=4.19, v_num=0]
    Epoch 0:  62%|██████▏   | 20923/33666 [13:00<07:55, 26.80it/s, loss=4.23, v_num=0]
    Epoch 0:  62%|██████▏   | 20924/33666 [13:00<07:55, 26.80it/s, loss=4.23, v_num=0]
    Epoch 0:  62%|██████▏   | 20924/33666 [13:00<07:55, 26.80it/s, loss=4.23, v_num=0]
    Epoch 0:  62%|██████▏   | 20925/33666 [13:00<07:55, 26.80it/s, loss=4.23, v_num=0]
    Epoch 0:  62%|██████▏   | 20925/33666 [13:00<07:55, 26.80it/s, loss=4.26, v_num=0]
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    Epoch 0:  62%|██████▏   | 20926/33666 [13:00<07:55, 26.80it/s, loss=4.24, v_num=0]
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    Epoch 0:  62%|██████▏   | 20927/33666 [13:00<07:55, 26.80it/s, loss=4.2, v_num=0] 
    Epoch 0:  62%|██████▏   | 20928/33666 [13:00<07:55, 26.80it/s, loss=4.2, v_num=0]
    Epoch 0:  62%|██████▏   | 20928/33666 [13:00<07:55, 26.80it/s, loss=4.16, v_num=0]
    Epoch 0:  62%|██████▏   | 20929/33666 [13:00<07:55, 26.80it/s, loss=4.16, v_num=0]
    Epoch 0:  62%|██████▏   | 20929/33666 [13:00<07:55, 26.80it/s, loss=4.14, v_num=0]
    Epoch 0:  62%|██████▏   | 20930/33666 [13:01<07:55, 26.80it/s, loss=4.14, v_num=0]
    Epoch 0:  62%|██████▏   | 20930/33666 [13:01<07:55, 26.80it/s, loss=4.15, v_num=0]
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    Epoch 0:  62%|██████▏   | 20931/33666 [13:01<07:55, 26.80it/s, loss=4.14, v_num=0]
    Epoch 0:  62%|██████▏   | 20932/33666 [13:01<07:55, 26.80it/s, loss=4.14, v_num=0]
    Epoch 0:  62%|██████▏   | 20932/33666 [13:01<07:55, 26.80it/s, loss=4.14, v_num=0]
    Epoch 0:  62%|██████▏   | 20933/33666 [13:01<07:55, 26.80it/s, loss=4.14, v_num=0]
    Epoch 0:  62%|██████▏   | 20933/33666 [13:01<07:55, 26.80it/s, loss=4.17, v_num=0]
    Epoch 0:  62%|██████▏   | 20934/33666 [13:01<07:55, 26.80it/s, loss=4.17, v_num=0]
    Epoch 0:  62%|██████▏   | 20934/33666 [13:01<07:55, 26.80it/s, loss=4.2, v_num=0] 
    Epoch 0:  62%|██████▏   | 20935/33666 [13:01<07:55, 26.80it/s, loss=4.2, v_num=0]
    Epoch 0:  62%|██████▏   | 20935/33666 [13:01<07:55, 26.80it/s, loss=4.19, v_num=0]
    Epoch 0:  62%|██████▏   | 20936/33666 [13:01<07:55, 26.80it/s, loss=4.19, v_num=0]
    Epoch 0:  62%|██████▏   | 20936/33666 [13:01<07:55, 26.80it/s, loss=4.18, v_num=0]
    Epoch 0:  62%|██████▏   | 20937/33666 [13:01<07:54, 26.80it/s, loss=4.18, v_num=0]
    Epoch 0:  62%|██████▏   | 20937/33666 [13:01<07:54, 26.80it/s, loss=4.25, v_num=0]
    Epoch 0:  62%|██████▏   | 20938/33666 [13:01<07:54, 26.80it/s, loss=4.25, v_num=0]
    Epoch 0:  62%|██████▏   | 20938/33666 [13:01<07:54, 26.80it/s, loss=4.25, v_num=0]
    Epoch 0:  62%|██████▏   | 20939/33666 [13:01<07:54, 26.80it/s, loss=4.25, v_num=0]
    Epoch 0:  62%|██████▏   | 20939/33666 [13:01<07:54, 26.80it/s, loss=4.23, v_num=0]
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    Epoch 0:  62%|██████▏   | 20940/33666 [13:01<07:54, 26.80it/s, loss=4.23, v_num=0]
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    Epoch 0:  62%|██████▏   | 20941/33666 [13:01<07:54, 26.80it/s, loss=4.2, v_num=0] 
    Epoch 0:  62%|██████▏   | 20942/33666 [13:01<07:54, 26.80it/s, loss=4.2, v_num=0]
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    Epoch 0:  62%|██████▏   | 20966/33666 [13:02<07:53, 26.80it/s, loss=4.19, v_num=0]
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    Epoch 0:  62%|██████▏   | 20985/33666 [13:02<07:53, 26.80it/s, loss=4.37, v_num=0]
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    Epoch 0:  62%|██████▏   | 20987/33666 [13:03<07:53, 26.80it/s, loss=4.41, v_num=0]
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    Epoch 0:  62%|██████▏   | 20989/33666 [13:03<07:53, 26.80it/s, loss=4.41, v_num=0]
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    Epoch 0:  62%|██████▏   | 20991/33666 [13:03<07:52, 26.80it/s, loss=4.4, v_num=0] 
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    Epoch 0:  62%|██████▏   | 20997/33666 [13:03<07:52, 26.80it/s, loss=4.48, v_num=0]
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    Epoch 0:  62%|██████▏   | 20999/33666 [13:03<07:52, 26.80it/s, loss=4.46, v_num=0]
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    Epoch 0:  62%|██████▏   | 21000/33666 [13:03<07:52, 26.80it/s, loss=4.43, v_num=0]
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    Epoch 0:  62%|██████▏   | 21008/33666 [13:03<07:52, 26.80it/s, loss=4.42, v_num=0]
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    Epoch 0:  62%|██████▏   | 21024/33666 [13:04<07:51, 26.80it/s, loss=4.18, v_num=0]
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    Epoch 0:  62%|██████▏   | 21028/33666 [13:04<07:51, 26.80it/s, loss=4.28, v_num=0]
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    Epoch 0:  62%|██████▏   | 21029/33666 [13:04<07:51, 26.80it/s, loss=4.31, v_num=0]
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    Epoch 0:  62%|██████▏   | 21030/33666 [13:04<07:51, 26.80it/s, loss=4.32, v_num=0]
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    Epoch 0:  62%|██████▏   | 21033/33666 [13:04<07:51, 26.80it/s, loss=4.27, v_num=0]
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    Epoch 0:  62%|██████▏   | 21034/33666 [13:04<07:51, 26.80it/s, loss=4.32, v_num=0]
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    Epoch 0:  62%|██████▏   | 21035/33666 [13:04<07:51, 26.80it/s, loss=4.35, v_num=0]
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    Epoch 0:  62%|██████▏   | 21036/33666 [13:04<07:51, 26.80it/s, loss=4.34, v_num=0]
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    Epoch 0:  62%|██████▏   | 21037/33666 [13:04<07:51, 26.80it/s, loss=4.29, v_num=0]
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    Epoch 0:  62%|██████▏   | 21039/33666 [13:04<07:51, 26.80it/s, loss=4.3, v_num=0]
    Epoch 0:  62%|██████▏   | 21039/33666 [13:04<07:51, 26.80it/s, loss=4.28, v_num=0]
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    Epoch 0:  62%|██████▏   | 21040/33666 [13:04<07:51, 26.80it/s, loss=4.28, v_num=0]
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    Epoch 0:  62%|██████▏   | 21041/33666 [13:05<07:51, 26.80it/s, loss=4.31, v_num=0]
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    Epoch 0:  63%|██████▎   | 21042/33666 [13:05<07:50, 26.80it/s, loss=4.34, v_num=0]
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    Epoch 0:  63%|██████▎   | 21043/33666 [13:05<07:50, 26.80it/s, loss=4.27, v_num=0]
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    Epoch 0:  63%|██████▎   | 21044/33666 [13:05<07:50, 26.80it/s, loss=4.31, v_num=0]
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    Epoch 0:  63%|██████▎   | 21045/33666 [13:05<07:50, 26.80it/s, loss=4.32, v_num=0]
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    Epoch 0:  63%|██████▎   | 21046/33666 [13:05<07:50, 26.80it/s, loss=4.27, v_num=0]
    Epoch 0:  63%|██████▎   | 21047/33666 [13:05<07:50, 26.80it/s, loss=4.27, v_num=0]
    Epoch 0:  63%|██████▎   | 21047/33666 [13:05<07:50, 26.80it/s, loss=4.27, v_num=0]
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    Epoch 0:  63%|██████▎   | 21048/33666 [13:05<07:50, 26.80it/s, loss=4.31, v_num=0]
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    Epoch 0:  63%|██████▎   | 21049/33666 [13:05<07:50, 26.80it/s, loss=4.27, v_num=0]
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    Epoch 0:  63%|██████▎   | 21050/33666 [13:05<07:50, 26.80it/s, loss=4.3, v_num=0] 
    Epoch 0:  63%|██████▎   | 21051/33666 [13:05<07:50, 26.80it/s, loss=4.3, v_num=0]
    Epoch 0:  63%|██████▎   | 21051/33666 [13:05<07:50, 26.80it/s, loss=4.28, v_num=0]
    Epoch 0:  63%|██████▎   | 21052/33666 [13:05<07:50, 26.80it/s, loss=4.28, v_num=0]
    Epoch 0:  63%|██████▎   | 21052/33666 [13:05<07:50, 26.80it/s, loss=4.28, v_num=0]
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    Epoch 0:  63%|██████▎   | 21053/33666 [13:05<07:50, 26.80it/s, loss=4.26, v_num=0]
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    Epoch 0:  63%|██████▎   | 21054/33666 [13:05<07:50, 26.80it/s, loss=4.16, v_num=0]
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    Epoch 0:  63%|██████▎   | 21055/33666 [13:05<07:50, 26.80it/s, loss=4.1, v_num=0] 
    Epoch 0:  63%|██████▎   | 21056/33666 [13:05<07:50, 26.80it/s, loss=4.1, v_num=0]
    Epoch 0:  63%|██████▎   | 21056/33666 [13:05<07:50, 26.80it/s, loss=4.14, v_num=0]
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    Epoch 0:  63%|██████▎   | 21057/33666 [13:05<07:50, 26.80it/s, loss=4.18, v_num=0]
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    Epoch 0:  63%|██████▎   | 21058/33666 [13:05<07:50, 26.80it/s, loss=4.15, v_num=0]
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    Epoch 0:  63%|██████▎   | 21059/33666 [13:05<07:50, 26.80it/s, loss=4.14, v_num=0]
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    Epoch 0:  63%|██████▎   | 21060/33666 [13:05<07:50, 26.80it/s, loss=4.06, v_num=0]
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    Epoch 0:  63%|██████▎   | 21061/33666 [13:05<07:50, 26.80it/s, loss=4.06, v_num=0]
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    Epoch 0:  63%|██████▎   | 21062/33666 [13:05<07:50, 26.80it/s, loss=4.05, v_num=0]
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    Epoch 0:  63%|██████▎   | 21063/33666 [13:05<07:50, 26.80it/s, loss=4.08, v_num=0]
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    Epoch 0:  63%|██████▎   | 21064/33666 [13:05<07:50, 26.80it/s, loss=4.1, v_num=0] 
    Epoch 0:  63%|██████▎   | 21065/33666 [13:05<07:50, 26.80it/s, loss=4.1, v_num=0]
    Epoch 0:  63%|██████▎   | 21065/33666 [13:05<07:50, 26.80it/s, loss=4.06, v_num=0]
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    Epoch 0:  63%|██████▎   | 21066/33666 [13:05<07:50, 26.80it/s, loss=4.06, v_num=0]
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    Epoch 0:  63%|██████▎   | 21067/33666 [13:05<07:50, 26.80it/s, loss=4.03, v_num=0]
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    Epoch 0:  63%|██████▎   | 21068/33666 [13:06<07:50, 26.80it/s, loss=3.98, v_num=0]
    Epoch 0:  63%|██████▎   | 21069/33666 [13:06<07:49, 26.80it/s, loss=3.98, v_num=0]
    Epoch 0:  63%|██████▎   | 21069/33666 [13:06<07:49, 26.80it/s, loss=4.02, v_num=0]
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    Epoch 0:  63%|██████▎   | 21070/33666 [13:06<07:49, 26.80it/s, loss=3.99, v_num=0]
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    Epoch 0:  63%|██████▎   | 21071/33666 [13:06<07:49, 26.80it/s, loss=3.98, v_num=0]
    Epoch 0:  63%|██████▎   | 21072/33666 [13:06<07:49, 26.80it/s, loss=3.98, v_num=0]
    Epoch 0:  63%|██████▎   | 21072/33666 [13:06<07:49, 26.80it/s, loss=4.01, v_num=0]
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    Epoch 0:  63%|██████▎   | 21073/33666 [13:06<07:49, 26.80it/s, loss=4.03, v_num=0]
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    Epoch 0:  63%|██████▎   | 21074/33666 [13:06<07:49, 26.80it/s, loss=4.09, v_num=0]
    Epoch 0:  63%|██████▎   | 21075/33666 [13:06<07:49, 26.80it/s, loss=4.09, v_num=0]
    Epoch 0:  63%|██████▎   | 21075/33666 [13:06<07:49, 26.80it/s, loss=4.15, v_num=0]
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    Epoch 0:  63%|██████▎   | 21076/33666 [13:06<07:49, 26.80it/s, loss=4.11, v_num=0]
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    Epoch 0:  63%|██████▎   | 21077/33666 [13:06<07:49, 26.80it/s, loss=4.07, v_num=0]
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    Epoch 0:  63%|██████▎   | 21078/33666 [13:06<07:49, 26.80it/s, loss=4.11, v_num=0]
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    Epoch 0:  63%|██████▎   | 21079/33666 [13:06<07:49, 26.80it/s, loss=4.14, v_num=0]
    Epoch 0:  63%|██████▎   | 21080/33666 [13:06<07:49, 26.80it/s, loss=4.14, v_num=0]
    Epoch 0:  63%|██████▎   | 21080/33666 [13:06<07:49, 26.80it/s, loss=4.19, v_num=0]
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    Epoch 0:  63%|██████▎   | 21081/33666 [13:06<07:49, 26.80it/s, loss=4.17, v_num=0]
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    Epoch 0:  63%|██████▎   | 21082/33666 [13:06<07:49, 26.80it/s, loss=4.2, v_num=0] 
    Epoch 0:  63%|██████▎   | 21083/33666 [13:06<07:49, 26.80it/s, loss=4.2, v_num=0]
    Epoch 0:  63%|██████▎   | 21083/33666 [13:06<07:49, 26.80it/s, loss=4.2, v_num=0]
    Epoch 0:  63%|██████▎   | 21084/33666 [13:06<07:49, 26.80it/s, loss=4.2, v_num=0]
    Epoch 0:  63%|██████▎   | 21084/33666 [13:06<07:49, 26.80it/s, loss=4.17, v_num=0]
    Epoch 0:  63%|██████▎   | 21085/33666 [13:06<07:49, 26.80it/s, loss=4.17, v_num=0]
    Epoch 0:  63%|██████▎   | 21085/33666 [13:06<07:49, 26.80it/s, loss=4.18, v_num=0]
    Epoch 0:  63%|██████▎   | 21086/33666 [13:06<07:49, 26.80it/s, loss=4.18, v_num=0]
    Epoch 0:  63%|██████▎   | 21086/33666 [13:06<07:49, 26.80it/s, loss=4.17, v_num=0]
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    Epoch 0:  63%|██████▎   | 21087/33666 [13:06<07:49, 26.80it/s, loss=4.17, v_num=0]
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    Epoch 0:  63%|██████▎   | 21088/33666 [13:06<07:49, 26.80it/s, loss=4.19, v_num=0]
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    Epoch 0:  63%|██████▎   | 21089/33666 [13:06<07:49, 26.80it/s, loss=4.24, v_num=0]
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    Epoch 0:  63%|██████▎   | 21090/33666 [13:06<07:49, 26.80it/s, loss=4.26, v_num=0]
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    Epoch 0:  63%|██████▎   | 21091/33666 [13:06<07:49, 26.80it/s, loss=4.32, v_num=0]
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    Epoch 0:  63%|██████▎   | 21092/33666 [13:06<07:49, 26.80it/s, loss=4.32, v_num=0]
    Epoch 0:  63%|██████▎   | 21093/33666 [13:06<07:49, 26.80it/s, loss=4.32, v_num=0]
    Epoch 0:  63%|██████▎   | 21093/33666 [13:06<07:49, 26.80it/s, loss=4.33, v_num=0]
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    Epoch 0:  63%|██████▎   | 21094/33666 [13:06<07:49, 26.80it/s, loss=4.33, v_num=0]
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    Epoch 0:  63%|██████▎   | 21095/33666 [13:06<07:48, 26.80it/s, loss=4.32, v_num=0]
    Epoch 0:  63%|██████▎   | 21096/33666 [13:07<07:48, 26.80it/s, loss=4.32, v_num=0]
    Epoch 0:  63%|██████▎   | 21096/33666 [13:07<07:48, 26.80it/s, loss=4.34, v_num=0]
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    Epoch 0:  63%|██████▎   | 21097/33666 [13:07<07:48, 26.80it/s, loss=4.4, v_num=0] 
    Epoch 0:  63%|██████▎   | 21098/33666 [13:07<07:48, 26.80it/s, loss=4.4, v_num=0]
    Epoch 0:  63%|██████▎   | 21098/33666 [13:07<07:48, 26.80it/s, loss=4.38, v_num=0]
    Epoch 0:  63%|██████▎   | 21099/33666 [13:07<07:48, 26.80it/s, loss=4.38, v_num=0]
    Epoch 0:  63%|██████▎   | 21099/33666 [13:07<07:48, 26.80it/s, loss=4.4, v_num=0] 
    Epoch 0:  63%|██████▎   | 21100/33666 [13:07<07:48, 26.80it/s, loss=4.4, v_num=0]
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    Epoch 0:  63%|██████▎   | 21139/33666 [13:08<07:47, 26.81it/s, loss=4.25, v_num=0]
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    Epoch 0:  63%|██████▎   | 21140/33666 [13:08<07:47, 26.81it/s, loss=4.23, v_num=0]
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    Epoch 0:  63%|██████▎   | 21142/33666 [13:08<07:47, 26.81it/s, loss=4.27, v_num=0]
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    Epoch 0:  63%|██████▎   | 21145/33666 [13:08<07:47, 26.81it/s, loss=4.3, v_num=0]
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    Epoch 0:  63%|██████▎   | 21146/33666 [13:08<07:47, 26.81it/s, loss=4.24, v_num=0]
    Epoch 0:  63%|██████▎   | 21147/33666 [13:08<07:47, 26.81it/s, loss=4.24, v_num=0]
    Epoch 0:  63%|██████▎   | 21147/33666 [13:08<07:47, 26.81it/s, loss=4.28, v_num=0]
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    Epoch 0:  63%|██████▎   | 21148/33666 [13:08<07:46, 26.81it/s, loss=4.21, v_num=0]
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    Epoch 0:  63%|██████▎   | 21149/33666 [13:08<07:46, 26.81it/s, loss=4.19, v_num=0]
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    Epoch 0:  63%|██████▎   | 21150/33666 [13:08<07:46, 26.81it/s, loss=4.18, v_num=0]
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    Epoch 0:  63%|██████▎   | 21153/33666 [13:09<07:46, 26.81it/s, loss=4.18, v_num=0]
    Epoch 0:  63%|██████▎   | 21154/33666 [13:09<07:46, 26.81it/s, loss=4.18, v_num=0]
    Epoch 0:  63%|██████▎   | 21154/33666 [13:09<07:46, 26.81it/s, loss=4.18, v_num=0]
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    Epoch 0:  63%|██████▎   | 21156/33666 [13:09<07:46, 26.81it/s, loss=4.19, v_num=0]
    Epoch 0:  63%|██████▎   | 21157/33666 [13:09<07:46, 26.81it/s, loss=4.19, v_num=0]
    Epoch 0:  63%|██████▎   | 21157/33666 [13:09<07:46, 26.81it/s, loss=4.15, v_num=0]
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    Epoch 0:  63%|██████▎   | 21159/33666 [13:09<07:46, 26.81it/s, loss=4.13, v_num=0]
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    Epoch 0:  63%|██████▎   | 21160/33666 [13:09<07:46, 26.81it/s, loss=4.17, v_num=0]
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    Epoch 0:  63%|██████▎   | 21161/33666 [13:09<07:46, 26.81it/s, loss=4.2, v_num=0] 
    Epoch 0:  63%|██████▎   | 21162/33666 [13:09<07:46, 26.81it/s, loss=4.2, v_num=0]
    Epoch 0:  63%|██████▎   | 21162/33666 [13:09<07:46, 26.81it/s, loss=4.19, v_num=0]
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    Epoch 0:  63%|██████▎   | 21164/33666 [13:09<07:46, 26.81it/s, loss=4.23, v_num=0]
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    Epoch 0:  63%|██████▎   | 21165/33666 [13:09<07:46, 26.81it/s, loss=4.22, v_num=0]
    Epoch 0:  63%|██████▎   | 21165/33666 [13:09<07:46, 26.81it/s, loss=4.22, v_num=0]
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    Epoch 0:  63%|██████▎   | 21172/33666 [13:09<07:46, 26.81it/s, loss=4.25, v_num=0]
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    Epoch 0:  63%|██████▎   | 21173/33666 [13:09<07:46, 26.81it/s, loss=4.22, v_num=0]
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    Epoch 0:  63%|██████▎   | 21174/33666 [13:09<07:46, 26.81it/s, loss=4.19, v_num=0]
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    Epoch 0:  64%|██████▎   | 21388/33666 [13:17<07:37, 26.82it/s, loss=4.21, v_num=0]
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    Epoch 0:  64%|██████▎   | 21389/33666 [13:17<07:37, 26.82it/s, loss=4.25, v_num=0]
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    Epoch 0:  64%|██████▎   | 21393/33666 [13:17<07:37, 26.82it/s, loss=4.26, v_num=0]
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    Epoch 0:  64%|██████▎   | 21394/33666 [13:17<07:37, 26.82it/s, loss=4.28, v_num=0]
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    Epoch 0:  64%|██████▎   | 21395/33666 [13:17<07:37, 26.82it/s, loss=4.28, v_num=0]
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    Epoch 0:  64%|██████▎   | 21396/33666 [13:17<07:37, 26.82it/s, loss=4.24, v_num=0]
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    Epoch 0:  64%|██████▎   | 21397/33666 [13:17<07:37, 26.82it/s, loss=4.24, v_num=0]
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    Epoch 0:  64%|██████▎   | 21399/33666 [13:17<07:37, 26.82it/s, loss=4.37, v_num=0]
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    Epoch 0:  64%|██████▎   | 21401/33666 [13:18<07:37, 26.82it/s, loss=4.35, v_num=0]
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    Epoch 0:  64%|██████▎   | 21406/33666 [13:18<07:37, 26.82it/s, loss=4.35, v_num=0]
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    Epoch 0:  64%|██████▎   | 21410/33666 [13:18<07:37, 26.82it/s, loss=4.41, v_num=0]
    Epoch 0:  64%|██████▎   | 21411/33666 [13:18<07:36, 26.82it/s, loss=4.41, v_num=0]
    Epoch 0:  64%|██████▎   | 21411/33666 [13:18<07:36, 26.82it/s, loss=4.38, v_num=0]
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    Epoch 0:  64%|██████▎   | 21412/33666 [13:18<07:36, 26.82it/s, loss=4.35, v_num=0]
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    Epoch 0:  64%|██████▎   | 21415/33666 [13:18<07:36, 26.82it/s, loss=4.36, v_num=0]
    Epoch 0:  64%|██████▎   | 21415/33666 [13:18<07:36, 26.82it/s, loss=4.37, v_num=0]
    Epoch 0:  64%|██████▎   | 21416/33666 [13:18<07:36, 26.82it/s, loss=4.37, v_num=0]
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    Epoch 0:  64%|██████▎   | 21430/33666 [13:19<07:36, 26.82it/s, loss=4.34, v_num=0]
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    Epoch 0:  64%|██████▎   | 21435/33666 [13:19<07:36, 26.82it/s, loss=4.32, v_num=0]
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    Epoch 0:  64%|██████▎   | 21438/33666 [13:19<07:35, 26.82it/s, loss=4.31, v_num=0]
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    Epoch 0:  64%|██████▎   | 21439/33666 [13:19<07:35, 26.82it/s, loss=4.25, v_num=0]
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    Epoch 0:  64%|██████▎   | 21440/33666 [13:19<07:35, 26.82it/s, loss=4.24, v_num=0]
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    Epoch 0:  64%|██████▎   | 21442/33666 [13:19<07:35, 26.82it/s, loss=4.22, v_num=0]
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    Epoch 0:  64%|██████▎   | 21443/33666 [13:19<07:35, 26.82it/s, loss=4.19, v_num=0]
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    Epoch 0:  64%|██████▎   | 21444/33666 [13:19<07:35, 26.82it/s, loss=4.16, v_num=0]
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    Epoch 0:  64%|██████▎   | 21445/33666 [13:19<07:35, 26.82it/s, loss=4.12, v_num=0]
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    Epoch 0:  64%|██████▎   | 21446/33666 [13:19<07:35, 26.82it/s, loss=4.13, v_num=0]
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    Epoch 0:  64%|██████▎   | 21447/33666 [13:19<07:35, 26.82it/s, loss=4.14, v_num=0]
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    Epoch 0:  64%|██████▎   | 21448/33666 [13:19<07:35, 26.82it/s, loss=4.14, v_num=0]
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    Epoch 0:  64%|██████▎   | 21449/33666 [13:19<07:35, 26.82it/s, loss=4.13, v_num=0]
    Epoch 0:  64%|██████▎   | 21450/33666 [13:19<07:35, 26.82it/s, loss=4.13, v_num=0]
    Epoch 0:  64%|██████▎   | 21450/33666 [13:19<07:35, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  64%|██████▎   | 21451/33666 [13:19<07:35, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  64%|██████▎   | 21451/33666 [13:19<07:35, 26.82it/s, loss=4.17, v_num=0]
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    Epoch 0:  64%|██████▎   | 21452/33666 [13:19<07:35, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  64%|██████▎   | 21453/33666 [13:20<07:35, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  64%|██████▎   | 21453/33666 [13:20<07:35, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  64%|██████▎   | 21454/33666 [13:20<07:35, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  64%|██████▎   | 21454/33666 [13:20<07:35, 26.82it/s, loss=4.08, v_num=0]
    Epoch 0:  64%|██████▎   | 21455/33666 [13:20<07:35, 26.82it/s, loss=4.08, v_num=0]
    Epoch 0:  64%|██████▎   | 21455/33666 [13:20<07:35, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  64%|██████▎   | 21456/33666 [13:20<07:35, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  64%|██████▎   | 21456/33666 [13:20<07:35, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  64%|██████▎   | 21457/33666 [13:20<07:35, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  64%|██████▎   | 21457/33666 [13:20<07:35, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  64%|██████▎   | 21458/33666 [13:20<07:35, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  64%|██████▎   | 21458/33666 [13:20<07:35, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  64%|██████▎   | 21459/33666 [13:20<07:35, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  64%|██████▎   | 21459/33666 [13:20<07:35, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  64%|██████▎   | 21460/33666 [13:20<07:35, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  64%|██████▎   | 21460/33666 [13:20<07:35, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  64%|██████▎   | 21461/33666 [13:20<07:35, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  64%|██████▎   | 21461/33666 [13:20<07:35, 26.82it/s, loss=4.27, v_num=0]
    Epoch 0:  64%|██████▎   | 21462/33666 [13:20<07:35, 26.82it/s, loss=4.27, v_num=0]
    Epoch 0:  64%|██████▎   | 21462/33666 [13:20<07:35, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  64%|██████▍   | 21463/33666 [13:20<07:35, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  64%|██████▍   | 21463/33666 [13:20<07:35, 26.82it/s, loss=4.34, v_num=0]
    Epoch 0:  64%|██████▍   | 21464/33666 [13:20<07:35, 26.82it/s, loss=4.34, v_num=0]
    Epoch 0:  64%|██████▍   | 21464/33666 [13:20<07:35, 26.82it/s, loss=4.33, v_num=0]
    Epoch 0:  64%|██████▍   | 21465/33666 [13:20<07:34, 26.82it/s, loss=4.33, v_num=0]
    Epoch 0:  64%|██████▍   | 21465/33666 [13:20<07:34, 26.82it/s, loss=4.36, v_num=0]
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    Epoch 0:  64%|██████▍   | 21466/33666 [13:20<07:34, 26.82it/s, loss=4.35, v_num=0]
    Epoch 0:  64%|██████▍   | 21467/33666 [13:20<07:34, 26.82it/s, loss=4.35, v_num=0]
    Epoch 0:  64%|██████▍   | 21467/33666 [13:20<07:34, 26.82it/s, loss=4.34, v_num=0]
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    Epoch 0:  64%|██████▍   | 21468/33666 [13:20<07:34, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  64%|██████▍   | 21469/33666 [13:20<07:34, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  64%|██████▍   | 21469/33666 [13:20<07:34, 26.82it/s, loss=4.29, v_num=0]
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    Epoch 0:  64%|██████▍   | 21470/33666 [13:20<07:34, 26.82it/s, loss=4.27, v_num=0]
    Epoch 0:  64%|██████▍   | 21471/33666 [13:20<07:34, 26.82it/s, loss=4.27, v_num=0]
    Epoch 0:  64%|██████▍   | 21471/33666 [13:20<07:34, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  64%|██████▍   | 21472/33666 [13:20<07:34, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  64%|██████▍   | 21472/33666 [13:20<07:34, 26.82it/s, loss=4.36, v_num=0]
    Epoch 0:  64%|██████▍   | 21473/33666 [13:20<07:34, 26.82it/s, loss=4.36, v_num=0]
    Epoch 0:  64%|██████▍   | 21473/33666 [13:20<07:34, 26.82it/s, loss=4.39, v_num=0]
    Epoch 0:  64%|██████▍   | 21474/33666 [13:20<07:34, 26.82it/s, loss=4.39, v_num=0]
    Epoch 0:  64%|██████▍   | 21474/33666 [13:20<07:34, 26.82it/s, loss=4.4, v_num=0] 
    Epoch 0:  64%|██████▍   | 21475/33666 [13:20<07:34, 26.82it/s, loss=4.4, v_num=0]
    Epoch 0:  64%|██████▍   | 21475/33666 [13:20<07:34, 26.82it/s, loss=4.34, v_num=0]
    Epoch 0:  64%|██████▍   | 21476/33666 [13:20<07:34, 26.82it/s, loss=4.34, v_num=0]
    Epoch 0:  64%|██████▍   | 21476/33666 [13:20<07:34, 26.82it/s, loss=4.3, v_num=0] 
    Epoch 0:  64%|██████▍   | 21477/33666 [13:20<07:34, 26.82it/s, loss=4.3, v_num=0]
    Epoch 0:  64%|██████▍   | 21477/33666 [13:20<07:34, 26.82it/s, loss=4.3, v_num=0]
    Epoch 0:  64%|██████▍   | 21478/33666 [13:20<07:34, 26.82it/s, loss=4.3, v_num=0]
    Epoch 0:  64%|██████▍   | 21478/33666 [13:20<07:34, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  64%|██████▍   | 21479/33666 [13:20<07:34, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  64%|██████▍   | 21479/33666 [13:20<07:34, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  64%|██████▍   | 21480/33666 [13:21<07:34, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  64%|██████▍   | 21480/33666 [13:21<07:34, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  64%|██████▍   | 21481/33666 [13:21<07:34, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  64%|██████▍   | 21481/33666 [13:21<07:34, 26.82it/s, loss=4.24, v_num=0]
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    Epoch 0:  64%|██████▍   | 21483/33666 [13:21<07:34, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  64%|██████▍   | 21483/33666 [13:21<07:34, 26.82it/s, loss=4.21, v_num=0]
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    Epoch 0:  64%|██████▍   | 21484/33666 [13:21<07:34, 26.82it/s, loss=4.24, v_num=0]
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    Epoch 0:  64%|██████▍   | 21485/33666 [13:21<07:34, 26.82it/s, loss=4.23, v_num=0]
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    Epoch 0:  64%|██████▍   | 21486/33666 [13:21<07:34, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  64%|██████▍   | 21487/33666 [13:21<07:34, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  64%|██████▍   | 21487/33666 [13:21<07:34, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  64%|██████▍   | 21488/33666 [13:21<07:34, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  64%|██████▍   | 21488/33666 [13:21<07:34, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  64%|██████▍   | 21489/33666 [13:21<07:34, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  64%|██████▍   | 21489/33666 [13:21<07:34, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  64%|██████▍   | 21490/33666 [13:21<07:34, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  64%|██████▍   | 21490/33666 [13:21<07:34, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  64%|██████▍   | 21491/33666 [13:21<07:34, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  64%|██████▍   | 21491/33666 [13:21<07:34, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  64%|██████▍   | 21492/33666 [13:21<07:33, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  64%|██████▍   | 21492/33666 [13:21<07:33, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  64%|██████▍   | 21493/33666 [13:21<07:33, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  64%|██████▍   | 21493/33666 [13:21<07:33, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  64%|██████▍   | 21494/33666 [13:21<07:33, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  64%|██████▍   | 21494/33666 [13:21<07:33, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  64%|██████▍   | 21495/33666 [13:21<07:33, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  64%|██████▍   | 21495/33666 [13:21<07:33, 26.82it/s, loss=4.22, v_num=0]
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    Epoch 0:  64%|██████▍   | 21496/33666 [13:21<07:33, 26.82it/s, loss=4.21, v_num=0]
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    Epoch 0:  64%|██████▍   | 21497/33666 [13:21<07:33, 26.82it/s, loss=4.18, v_num=0]
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    Epoch 0:  64%|██████▍   | 21498/33666 [13:21<07:33, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  64%|██████▍   | 21499/33666 [13:21<07:33, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  64%|██████▍   | 21499/33666 [13:21<07:33, 26.82it/s, loss=4.11, v_num=0]
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    Epoch 0:  64%|██████▍   | 21500/33666 [13:21<07:33, 26.82it/s, loss=4.13, v_num=0]
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    Epoch 0:  64%|██████▍   | 21501/33666 [13:21<07:33, 26.82it/s, loss=4.16, v_num=0]
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    Epoch 0:  64%|██████▍   | 21502/33666 [13:21<07:33, 26.82it/s, loss=4.17, v_num=0]
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    Epoch 0:  64%|██████▍   | 21505/33666 [13:21<07:33, 26.82it/s, loss=4.25, v_num=0]
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    Epoch 0:  64%|██████▍   | 21506/33666 [13:21<07:33, 26.82it/s, loss=4.23, v_num=0]
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    Epoch 0:  64%|██████▍   | 21509/33666 [13:22<07:33, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  64%|██████▍   | 21509/33666 [13:22<07:33, 26.82it/s, loss=4.16, v_num=0]
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    Epoch 0:  64%|██████▍   | 21510/33666 [13:22<07:33, 26.82it/s, loss=4.12, v_num=0]
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    Epoch 0:  64%|██████▍   | 21511/33666 [13:22<07:33, 26.82it/s, loss=4.15, v_num=0]
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    Epoch 0:  64%|██████▍   | 21512/33666 [13:22<07:33, 26.82it/s, loss=4.11, v_num=0]
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    Epoch 0:  64%|██████▍   | 21513/33666 [13:22<07:33, 26.82it/s, loss=4.03, v_num=0]
    Epoch 0:  64%|██████▍   | 21514/33666 [13:22<07:33, 26.82it/s, loss=4.03, v_num=0]
    Epoch 0:  64%|██████▍   | 21514/33666 [13:22<07:33, 26.82it/s, loss=4.02, v_num=0]
    Epoch 0:  64%|██████▍   | 21515/33666 [13:22<07:33, 26.82it/s, loss=4.02, v_num=0]
    Epoch 0:  64%|██████▍   | 21515/33666 [13:22<07:33, 26.82it/s, loss=4.03, v_num=0]
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    Epoch 0:  64%|██████▍   | 21516/33666 [13:22<07:33, 26.82it/s, loss=4.05, v_num=0]
    Epoch 0:  64%|██████▍   | 21517/33666 [13:22<07:33, 26.82it/s, loss=4.05, v_num=0]
    Epoch 0:  64%|██████▍   | 21517/33666 [13:22<07:33, 26.82it/s, loss=4.05, v_num=0]
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    Epoch 0:  64%|██████▍   | 21518/33666 [13:22<07:33, 26.82it/s, loss=4.06, v_num=0]
    Epoch 0:  64%|██████▍   | 21519/33666 [13:22<07:32, 26.82it/s, loss=4.06, v_num=0]
    Epoch 0:  64%|██████▍   | 21519/33666 [13:22<07:32, 26.82it/s, loss=4, v_num=0]   
    Epoch 0:  64%|██████▍   | 21520/33666 [13:22<07:32, 26.82it/s, loss=4, v_num=0]
    Epoch 0:  64%|██████▍   | 21520/33666 [13:22<07:32, 26.82it/s, loss=3.98, v_num=0]
    Epoch 0:  64%|██████▍   | 21521/33666 [13:22<07:32, 26.82it/s, loss=3.98, v_num=0]
    Epoch 0:  64%|██████▍   | 21521/33666 [13:22<07:32, 26.82it/s, loss=3.98, v_num=0]
    Epoch 0:  64%|██████▍   | 21522/33666 [13:22<07:32, 26.82it/s, loss=3.98, v_num=0]
    Epoch 0:  64%|██████▍   | 21522/33666 [13:22<07:32, 26.82it/s, loss=4, v_num=0]   
    Epoch 0:  64%|██████▍   | 21523/33666 [13:22<07:32, 26.82it/s, loss=4, v_num=0]
    Epoch 0:  64%|██████▍   | 21523/33666 [13:22<07:32, 26.82it/s, loss=3.93, v_num=0]
    Epoch 0:  64%|██████▍   | 21524/33666 [13:22<07:32, 26.82it/s, loss=3.93, v_num=0]
    Epoch 0:  64%|██████▍   | 21524/33666 [13:22<07:32, 26.82it/s, loss=3.92, v_num=0]
    Epoch 0:  64%|██████▍   | 21525/33666 [13:22<07:32, 26.82it/s, loss=3.92, v_num=0]
    Epoch 0:  64%|██████▍   | 21525/33666 [13:22<07:32, 26.82it/s, loss=3.91, v_num=0]
    Epoch 0:  64%|██████▍   | 21526/33666 [13:22<07:32, 26.82it/s, loss=3.91, v_num=0]
    Epoch 0:  64%|██████▍   | 21526/33666 [13:22<07:32, 26.82it/s, loss=3.95, v_num=0]
    Epoch 0:  64%|██████▍   | 21527/33666 [13:22<07:32, 26.82it/s, loss=3.95, v_num=0]
    Epoch 0:  64%|██████▍   | 21527/33666 [13:22<07:32, 26.82it/s, loss=3.99, v_num=0]
    Epoch 0:  64%|██████▍   | 21528/33666 [13:22<07:32, 26.82it/s, loss=3.99, v_num=0]
    Epoch 0:  64%|██████▍   | 21528/33666 [13:22<07:32, 26.82it/s, loss=4.07, v_num=0]
    Epoch 0:  64%|██████▍   | 21529/33666 [13:22<07:32, 26.82it/s, loss=4.07, v_num=0]
    Epoch 0:  64%|██████▍   | 21529/33666 [13:22<07:32, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  64%|██████▍   | 21530/33666 [13:22<07:32, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  64%|██████▍   | 21530/33666 [13:22<07:32, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  64%|██████▍   | 21531/33666 [13:22<07:32, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  64%|██████▍   | 21531/33666 [13:22<07:32, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  64%|██████▍   | 21532/33666 [13:22<07:32, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  64%|██████▍   | 21532/33666 [13:22<07:32, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  64%|██████▍   | 21533/33666 [13:22<07:32, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  64%|██████▍   | 21533/33666 [13:22<07:32, 26.82it/s, loss=4.2, v_num=0] 
    Epoch 0:  64%|██████▍   | 21534/33666 [13:23<07:32, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  64%|██████▍   | 21534/33666 [13:23<07:32, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  64%|██████▍   | 21535/33666 [13:23<07:32, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  64%|██████▍   | 21535/33666 [13:23<07:32, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  64%|██████▍   | 21536/33666 [13:23<07:32, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  64%|██████▍   | 21536/33666 [13:23<07:32, 26.82it/s, loss=4.21, v_num=0]
    Epoch 0:  64%|██████▍   | 21537/33666 [13:23<07:32, 26.82it/s, loss=4.21, v_num=0]
    Epoch 0:  64%|██████▍   | 21537/33666 [13:23<07:32, 26.82it/s, loss=4.21, v_num=0]
    Epoch 0:  64%|██████▍   | 21538/33666 [13:23<07:32, 26.82it/s, loss=4.21, v_num=0]
    Epoch 0:  64%|██████▍   | 21538/33666 [13:23<07:32, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  64%|██████▍   | 21539/33666 [13:23<07:32, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  64%|██████▍   | 21539/33666 [13:23<07:32, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  64%|██████▍   | 21540/33666 [13:23<07:32, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  64%|██████▍   | 21540/33666 [13:23<07:32, 26.82it/s, loss=4.27, v_num=0]
    Epoch 0:  64%|██████▍   | 21541/33666 [13:23<07:32, 26.82it/s, loss=4.27, v_num=0]
    Epoch 0:  64%|██████▍   | 21541/33666 [13:23<07:32, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  64%|██████▍   | 21542/33666 [13:23<07:32, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  64%|██████▍   | 21542/33666 [13:23<07:32, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  64%|██████▍   | 21543/33666 [13:23<07:32, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  64%|██████▍   | 21543/33666 [13:23<07:32, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  64%|██████▍   | 21544/33666 [13:23<07:32, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  64%|██████▍   | 21544/33666 [13:23<07:32, 26.82it/s, loss=4.32, v_num=0]
    Epoch 0:  64%|██████▍   | 21545/33666 [13:23<07:31, 26.82it/s, loss=4.32, v_num=0]
    Epoch 0:  64%|██████▍   | 21545/33666 [13:23<07:31, 26.82it/s, loss=4.33, v_num=0]
    Epoch 0:  64%|██████▍   | 21546/33666 [13:23<07:31, 26.82it/s, loss=4.33, v_num=0]
    Epoch 0:  64%|██████▍   | 21546/33666 [13:23<07:31, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  64%|██████▍   | 21547/33666 [13:23<07:31, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  64%|██████▍   | 21547/33666 [13:23<07:31, 26.82it/s, loss=4.21, v_num=0]
    Epoch 0:  64%|██████▍   | 21548/33666 [13:23<07:31, 26.82it/s, loss=4.21, v_num=0]
    Epoch 0:  64%|██████▍   | 21548/33666 [13:23<07:31, 26.82it/s, loss=4.2, v_num=0] 
    Epoch 0:  64%|██████▍   | 21549/33666 [13:23<07:31, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  64%|██████▍   | 21549/33666 [13:23<07:31, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  64%|██████▍   | 21550/33666 [13:23<07:31, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  64%|██████▍   | 21550/33666 [13:23<07:31, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  64%|██████▍   | 21551/33666 [13:23<07:31, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  64%|██████▍   | 21551/33666 [13:23<07:31, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  64%|██████▍   | 21552/33666 [13:23<07:31, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  64%|██████▍   | 21552/33666 [13:23<07:31, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  64%|██████▍   | 21553/33666 [13:23<07:31, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  64%|██████▍   | 21553/33666 [13:23<07:31, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  64%|██████▍   | 21554/33666 [13:23<07:31, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  64%|██████▍   | 21554/33666 [13:23<07:31, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  64%|██████▍   | 21555/33666 [13:23<07:31, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  64%|██████▍   | 21555/33666 [13:23<07:31, 26.82it/s, loss=4.07, v_num=0]
    Epoch 0:  64%|██████▍   | 21556/33666 [13:23<07:31, 26.82it/s, loss=4.07, v_num=0]
    Epoch 0:  64%|██████▍   | 21556/33666 [13:23<07:31, 26.82it/s, loss=4.01, v_num=0]
    Epoch 0:  64%|██████▍   | 21557/33666 [13:23<07:31, 26.82it/s, loss=4.01, v_num=0]
    Epoch 0:  64%|██████▍   | 21557/33666 [13:23<07:31, 26.82it/s, loss=4.08, v_num=0]
    Epoch 0:  64%|██████▍   | 21558/33666 [13:23<07:31, 26.82it/s, loss=4.08, v_num=0]
    Epoch 0:  64%|██████▍   | 21558/33666 [13:23<07:31, 26.82it/s, loss=4.08, v_num=0]
    Epoch 0:  64%|██████▍   | 21559/33666 [13:23<07:31, 26.82it/s, loss=4.08, v_num=0]
    Epoch 0:  64%|██████▍   | 21559/33666 [13:23<07:31, 26.82it/s, loss=4.09, v_num=0]
    Epoch 0:  64%|██████▍   | 21560/33666 [13:23<07:31, 26.82it/s, loss=4.09, v_num=0]
    Epoch 0:  64%|██████▍   | 21560/33666 [13:23<07:31, 26.82it/s, loss=4.09, v_num=0]
    Epoch 0:  64%|██████▍   | 21561/33666 [13:24<07:31, 26.82it/s, loss=4.09, v_num=0]
    Epoch 0:  64%|██████▍   | 21561/33666 [13:24<07:31, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  64%|██████▍   | 21562/33666 [13:24<07:31, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  64%|██████▍   | 21562/33666 [13:24<07:31, 26.82it/s, loss=4.13, v_num=0]
    Epoch 0:  64%|██████▍   | 21563/33666 [13:24<07:31, 26.82it/s, loss=4.13, v_num=0]
    Epoch 0:  64%|██████▍   | 21563/33666 [13:24<07:31, 26.82it/s, loss=4.09, v_num=0]
    Epoch 0:  64%|██████▍   | 21564/33666 [13:24<07:31, 26.82it/s, loss=4.09, v_num=0]
    Epoch 0:  64%|██████▍   | 21564/33666 [13:24<07:31, 26.82it/s, loss=4.08, v_num=0]
    Epoch 0:  64%|██████▍   | 21565/33666 [13:24<07:31, 26.82it/s, loss=4.08, v_num=0]
    Epoch 0:  64%|██████▍   | 21565/33666 [13:24<07:31, 26.82it/s, loss=4.1, v_num=0] 
    Epoch 0:  64%|██████▍   | 21566/33666 [13:24<07:31, 26.82it/s, loss=4.1, v_num=0]
    Epoch 0:  64%|██████▍   | 21566/33666 [13:24<07:31, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  64%|██████▍   | 21567/33666 [13:24<07:31, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  64%|██████▍   | 21567/33666 [13:24<07:31, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  64%|██████▍   | 21568/33666 [13:24<07:31, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  64%|██████▍   | 21568/33666 [13:24<07:31, 26.82it/s, loss=4.09, v_num=0]
    Epoch 0:  64%|██████▍   | 21569/33666 [13:24<07:31, 26.82it/s, loss=4.09, v_num=0]
    Epoch 0:  64%|██████▍   | 21569/33666 [13:24<07:31, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  64%|██████▍   | 21570/33666 [13:24<07:31, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  64%|██████▍   | 21570/33666 [13:24<07:31, 26.82it/s, loss=4.1, v_num=0] 
    Epoch 0:  64%|██████▍   | 21571/33666 [13:24<07:31, 26.82it/s, loss=4.1, v_num=0]
    Epoch 0:  64%|██████▍   | 21571/33666 [13:24<07:31, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  64%|██████▍   | 21572/33666 [13:24<07:31, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  64%|██████▍   | 21572/33666 [13:24<07:31, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  64%|██████▍   | 21573/33666 [13:24<07:30, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  64%|██████▍   | 21573/33666 [13:24<07:30, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  64%|██████▍   | 21574/33666 [13:24<07:30, 26.82it/s, loss=4.17, v_num=0]
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    Epoch 0:  64%|██████▍   | 21592/33666 [13:25<07:30, 26.82it/s, loss=4.15, v_num=0]
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    Epoch 0:  64%|██████▍   | 21596/33666 [13:25<07:30, 26.81it/s, loss=4.06, v_num=0]
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    Epoch 0:  64%|██████▍   | 21597/33666 [13:25<07:30, 26.81it/s, loss=4.14, v_num=0]
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    Epoch 0:  64%|██████▍   | 21598/33666 [13:25<07:30, 26.81it/s, loss=4.12, v_num=0]
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    Epoch 0:  64%|██████▍   | 21599/33666 [13:25<07:30, 26.81it/s, loss=4.16, v_num=0]
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    Epoch 0:  64%|██████▍   | 21600/33666 [13:25<07:29, 26.81it/s, loss=4.15, v_num=0]
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    Epoch 0:  64%|██████▍   | 21601/33666 [13:25<07:29, 26.82it/s, loss=4.21, v_num=0]
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    Epoch 0:  64%|██████▍   | 21602/33666 [13:25<07:29, 26.82it/s, loss=4.2, v_num=0] 
    Epoch 0:  64%|██████▍   | 21603/33666 [13:25<07:29, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  64%|██████▍   | 21603/33666 [13:25<07:29, 26.82it/s, loss=4.21, v_num=0]
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    Epoch 0:  64%|██████▍   | 21604/33666 [13:25<07:29, 26.82it/s, loss=4.2, v_num=0] 
    Epoch 0:  64%|██████▍   | 21605/33666 [13:25<07:29, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  64%|██████▍   | 21605/33666 [13:25<07:29, 26.82it/s, loss=4.23, v_num=0]
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    Epoch 0:  64%|██████▍   | 21606/33666 [13:25<07:29, 26.82it/s, loss=4.21, v_num=0]
    Epoch 0:  64%|██████▍   | 21607/33666 [13:25<07:29, 26.82it/s, loss=4.21, v_num=0]
    Epoch 0:  64%|██████▍   | 21607/33666 [13:25<07:29, 26.82it/s, loss=4.15, v_num=0]
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    Epoch 0:  64%|██████▍   | 21608/33666 [13:25<07:29, 26.82it/s, loss=4.2, v_num=0] 
    Epoch 0:  64%|██████▍   | 21609/33666 [13:25<07:29, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  64%|██████▍   | 21609/33666 [13:25<07:29, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  64%|██████▍   | 21610/33666 [13:25<07:29, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  64%|██████▍   | 21610/33666 [13:25<07:29, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  64%|██████▍   | 21611/33666 [13:25<07:29, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  64%|██████▍   | 21611/33666 [13:25<07:29, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  64%|██████▍   | 21612/33666 [13:25<07:29, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  64%|██████▍   | 21612/33666 [13:25<07:29, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  64%|██████▍   | 21613/33666 [13:25<07:29, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  64%|██████▍   | 21613/33666 [13:25<07:29, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  64%|██████▍   | 21614/33666 [13:26<07:29, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  64%|██████▍   | 21614/33666 [13:26<07:29, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  64%|██████▍   | 21615/33666 [13:26<07:29, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  64%|██████▍   | 21615/33666 [13:26<07:29, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  64%|██████▍   | 21616/33666 [13:26<07:29, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  64%|██████▍   | 21616/33666 [13:26<07:29, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  64%|██████▍   | 21617/33666 [13:26<07:29, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  64%|██████▍   | 21617/33666 [13:26<07:29, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  64%|██████▍   | 21618/33666 [13:26<07:29, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  64%|██████▍   | 21618/33666 [13:26<07:29, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  64%|██████▍   | 21619/33666 [13:26<07:29, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  64%|██████▍   | 21619/33666 [13:26<07:29, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  64%|██████▍   | 21620/33666 [13:26<07:29, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  64%|██████▍   | 21620/33666 [13:26<07:29, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  64%|██████▍   | 21621/33666 [13:26<07:29, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  64%|██████▍   | 21621/33666 [13:26<07:29, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  64%|██████▍   | 21622/33666 [13:26<07:29, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  64%|██████▍   | 21622/33666 [13:26<07:29, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  64%|██████▍   | 21623/33666 [13:26<07:29, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  64%|██████▍   | 21623/33666 [13:26<07:29, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  64%|██████▍   | 21624/33666 [13:26<07:29, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  64%|██████▍   | 21624/33666 [13:26<07:29, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  64%|██████▍   | 21625/33666 [13:26<07:29, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  64%|██████▍   | 21625/33666 [13:26<07:29, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  64%|██████▍   | 21626/33666 [13:26<07:28, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  64%|██████▍   | 21626/33666 [13:26<07:28, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  64%|██████▍   | 21627/33666 [13:26<07:28, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  64%|██████▍   | 21627/33666 [13:26<07:28, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  64%|██████▍   | 21628/33666 [13:26<07:28, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  64%|██████▍   | 21628/33666 [13:26<07:28, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  64%|██████▍   | 21629/33666 [13:26<07:28, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  64%|██████▍   | 21629/33666 [13:26<07:28, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  64%|██████▍   | 21630/33666 [13:26<07:28, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  64%|██████▍   | 21630/33666 [13:26<07:28, 26.82it/s, loss=4.33, v_num=0]
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    Epoch 0:  64%|██████▍   | 21631/33666 [13:26<07:28, 26.82it/s, loss=4.37, v_num=0]
    Epoch 0:  64%|██████▍   | 21632/33666 [13:26<07:28, 26.82it/s, loss=4.37, v_num=0]
    Epoch 0:  64%|██████▍   | 21632/33666 [13:26<07:28, 26.82it/s, loss=4.39, v_num=0]
    Epoch 0:  64%|██████▍   | 21633/33666 [13:26<07:28, 26.82it/s, loss=4.39, v_num=0]
    Epoch 0:  64%|██████▍   | 21633/33666 [13:26<07:28, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  64%|██████▍   | 21634/33666 [13:26<07:28, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  64%|██████▍   | 21634/33666 [13:26<07:28, 26.82it/s, loss=4.34, v_num=0]
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    Epoch 0:  64%|██████▍   | 21635/33666 [13:26<07:28, 26.82it/s, loss=4.36, v_num=0]
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    Epoch 0:  64%|██████▍   | 21636/33666 [13:26<07:28, 26.82it/s, loss=4.4, v_num=0] 
    Epoch 0:  64%|██████▍   | 21637/33666 [13:26<07:28, 26.82it/s, loss=4.4, v_num=0]
    Epoch 0:  64%|██████▍   | 21637/33666 [13:26<07:28, 26.82it/s, loss=4.39, v_num=0]
    Epoch 0:  64%|██████▍   | 21638/33666 [13:26<07:28, 26.82it/s, loss=4.39, v_num=0]
    Epoch 0:  64%|██████▍   | 21638/33666 [13:26<07:28, 26.82it/s, loss=4.36, v_num=0]
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    Epoch 0:  64%|██████▍   | 21639/33666 [13:26<07:28, 26.82it/s, loss=4.34, v_num=0]
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    Epoch 0:  64%|██████▍   | 21640/33666 [13:27<07:28, 26.82it/s, loss=4.34, v_num=0]
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    Epoch 0:  64%|██████▍   | 21641/33666 [13:27<07:28, 26.82it/s, loss=4.34, v_num=0]
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    Epoch 0:  64%|██████▍   | 21642/33666 [13:27<07:28, 26.82it/s, loss=4.39, v_num=0]
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    Epoch 0:  64%|██████▍   | 21643/33666 [13:27<07:28, 26.82it/s, loss=4.36, v_num=0]
    Epoch 0:  64%|██████▍   | 21644/33666 [13:27<07:28, 26.81it/s, loss=4.36, v_num=0]
    Epoch 0:  64%|██████▍   | 21644/33666 [13:27<07:28, 26.81it/s, loss=4.41, v_num=0]
    Epoch 0:  64%|██████▍   | 21645/33666 [13:27<07:28, 26.81it/s, loss=4.41, v_num=0]
    Epoch 0:  64%|██████▍   | 21645/33666 [13:27<07:28, 26.81it/s, loss=4.45, v_num=0]
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    Epoch 0:  64%|██████▍   | 21646/33666 [13:27<07:28, 26.81it/s, loss=4.48, v_num=0]
    Epoch 0:  64%|██████▍   | 21647/33666 [13:27<07:28, 26.82it/s, loss=4.48, v_num=0]
    Epoch 0:  64%|██████▍   | 21647/33666 [13:27<07:28, 26.82it/s, loss=4.43, v_num=0]
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    Epoch 0:  64%|██████▍   | 21648/33666 [13:27<07:28, 26.81it/s, loss=4.42, v_num=0]
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    Epoch 0:  64%|██████▍   | 21649/33666 [13:27<07:28, 26.82it/s, loss=4.48, v_num=0]
    Epoch 0:  64%|██████▍   | 21650/33666 [13:27<07:28, 26.81it/s, loss=4.48, v_num=0]
    Epoch 0:  64%|██████▍   | 21650/33666 [13:27<07:28, 26.81it/s, loss=4.48, v_num=0]
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    Epoch 0:  64%|██████▍   | 21651/33666 [13:27<07:28, 26.81it/s, loss=4.47, v_num=0]
    Epoch 0:  64%|██████▍   | 21652/33666 [13:27<07:28, 26.81it/s, loss=4.47, v_num=0]
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    Epoch 0:  64%|██████▍   | 21675/33666 [13:28<07:27, 26.81it/s, loss=4.4, v_num=0]
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    Epoch 0:  64%|██████▍   | 21687/33666 [13:28<07:26, 26.81it/s, loss=4.31, v_num=0]
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    Epoch 0:  64%|██████▍   | 21688/33666 [13:28<07:26, 26.81it/s, loss=4.3, v_num=0] 
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    Epoch 0:  64%|██████▍   | 21689/33666 [13:28<07:26, 26.81it/s, loss=4.31, v_num=0]
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    Epoch 0:  64%|██████▍   | 21690/33666 [13:28<07:26, 26.81it/s, loss=4.33, v_num=0]
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    Epoch 0:  64%|██████▍   | 21694/33666 [13:29<07:26, 26.81it/s, loss=4.15, v_num=0]
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    Epoch 0:  64%|██████▍   | 21695/33666 [13:29<07:26, 26.81it/s, loss=4.15, v_num=0]
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    Epoch 0:  64%|██████▍   | 21696/33666 [13:29<07:26, 26.81it/s, loss=4.11, v_num=0]
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    Epoch 0:  64%|██████▍   | 21697/33666 [13:29<07:26, 26.81it/s, loss=4.12, v_num=0]
    Epoch 0:  64%|██████▍   | 21698/33666 [13:29<07:26, 26.81it/s, loss=4.12, v_num=0]
    Epoch 0:  64%|██████▍   | 21698/33666 [13:29<07:26, 26.81it/s, loss=4.09, v_num=0]
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    Epoch 0:  64%|██████▍   | 21699/33666 [13:29<07:26, 26.81it/s, loss=4.12, v_num=0]
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    Epoch 0:  64%|██████▍   | 21700/33666 [13:29<07:26, 26.81it/s, loss=4.13, v_num=0]
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    Epoch 0:  64%|██████▍   | 21701/33666 [13:29<07:26, 26.81it/s, loss=4.1, v_num=0] 
    Epoch 0:  64%|██████▍   | 21702/33666 [13:29<07:26, 26.81it/s, loss=4.1, v_num=0]
    Epoch 0:  64%|██████▍   | 21702/33666 [13:29<07:26, 26.81it/s, loss=4.01, v_num=0]
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    Epoch 0:  64%|██████▍   | 21703/33666 [13:29<07:26, 26.81it/s, loss=3.99, v_num=0]
    Epoch 0:  64%|██████▍   | 21704/33666 [13:29<07:26, 26.81it/s, loss=3.99, v_num=0]
    Epoch 0:  64%|██████▍   | 21704/33666 [13:29<07:26, 26.81it/s, loss=3.98, v_num=0]
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    Epoch 0:  64%|██████▍   | 21705/33666 [13:29<07:26, 26.81it/s, loss=3.97, v_num=0]
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    Epoch 0:  64%|██████▍   | 21706/33666 [13:29<07:26, 26.81it/s, loss=3.96, v_num=0]
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    Epoch 0:  64%|██████▍   | 21707/33666 [13:29<07:25, 26.82it/s, loss=3.96, v_num=0]
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    Epoch 0:  64%|██████▍   | 21708/33666 [13:29<07:25, 26.82it/s, loss=4.02, v_num=0]
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    Epoch 0:  64%|██████▍   | 21709/33666 [13:29<07:25, 26.82it/s, loss=4, v_num=0]   
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    Epoch 0:  64%|██████▍   | 21710/33666 [13:29<07:25, 26.82it/s, loss=3.99, v_num=0]
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    Epoch 0:  64%|██████▍   | 21711/33666 [13:29<07:25, 26.82it/s, loss=4.02, v_num=0]
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    Epoch 0:  64%|██████▍   | 21712/33666 [13:29<07:25, 26.82it/s, loss=4.03, v_num=0]
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    Epoch 0:  64%|██████▍   | 21713/33666 [13:29<07:25, 26.82it/s, loss=4.04, v_num=0]
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    Epoch 0:  64%|██████▍   | 21714/33666 [13:29<07:25, 26.82it/s, loss=4.05, v_num=0]
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    Epoch 0:  65%|██████▍   | 21715/33666 [13:29<07:25, 26.82it/s, loss=4.07, v_num=0]
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    Epoch 0:  65%|██████▍   | 21716/33666 [13:29<07:25, 26.82it/s, loss=4.1, v_num=0] 
    Epoch 0:  65%|██████▍   | 21717/33666 [13:29<07:25, 26.82it/s, loss=4.1, v_num=0]
    Epoch 0:  65%|██████▍   | 21717/33666 [13:29<07:25, 26.82it/s, loss=4.1, v_num=0]
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    Epoch 0:  65%|██████▍   | 21718/33666 [13:29<07:25, 26.82it/s, loss=4.13, v_num=0]
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    Epoch 0:  65%|██████▍   | 21721/33666 [13:30<07:25, 26.82it/s, loss=4.11, v_num=0]
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    Epoch 0:  65%|██████▍   | 21726/33666 [13:30<07:25, 26.82it/s, loss=4.16, v_num=0]
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    Epoch 0:  65%|██████▍   | 21727/33666 [13:30<07:25, 26.82it/s, loss=4.12, v_num=0]
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    Epoch 0:  65%|██████▍   | 21729/33666 [13:30<07:25, 26.82it/s, loss=4.07, v_num=0]
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    Epoch 0:  65%|██████▍   | 21730/33666 [13:30<07:25, 26.82it/s, loss=4.05, v_num=0]
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    Epoch 0:  65%|██████▍   | 21731/33666 [13:30<07:25, 26.82it/s, loss=4, v_num=0]   
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    Epoch 0:  65%|██████▍   | 21769/33666 [13:31<07:23, 26.82it/s, loss=4.2, v_num=0]
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    Epoch 0:  65%|██████▍   | 21774/33666 [13:31<07:23, 26.82it/s, loss=4.01, v_num=0]
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    Epoch 0:  65%|██████▍   | 21776/33666 [13:32<07:23, 26.82it/s, loss=3.98, v_num=0]
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    Epoch 0:  65%|██████▍   | 21781/33666 [13:32<07:23, 26.82it/s, loss=4.06, v_num=0]
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    Epoch 0:  65%|██████▍   | 21783/33666 [13:32<07:23, 26.82it/s, loss=4.11, v_num=0]
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    Epoch 0:  65%|██████▍   | 21784/33666 [13:32<07:23, 26.82it/s, loss=4.1, v_num=0] 
    Epoch 0:  65%|██████▍   | 21785/33666 [13:32<07:23, 26.82it/s, loss=4.1, v_num=0]
    Epoch 0:  65%|██████▍   | 21785/33666 [13:32<07:23, 26.82it/s, loss=4.08, v_num=0]
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    Epoch 0:  65%|██████▍   | 21786/33666 [13:32<07:23, 26.82it/s, loss=4, v_num=0]   
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    Epoch 0:  65%|██████▍   | 21787/33666 [13:32<07:22, 26.82it/s, loss=4.03, v_num=0]
    Epoch 0:  65%|██████▍   | 21788/33666 [13:32<07:22, 26.82it/s, loss=4.03, v_num=0]
    Epoch 0:  65%|██████▍   | 21788/33666 [13:32<07:22, 26.82it/s, loss=4.03, v_num=0]
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    Epoch 0:  65%|██████▍   | 21789/33666 [13:32<07:22, 26.82it/s, loss=4.01, v_num=0]
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    Epoch 0:  65%|██████▍   | 21790/33666 [13:32<07:22, 26.82it/s, loss=4.07, v_num=0]
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    Epoch 0:  65%|██████▍   | 21791/33666 [13:32<07:22, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  65%|██████▍   | 21792/33666 [13:32<07:22, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  65%|██████▍   | 21792/33666 [13:32<07:22, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  65%|██████▍   | 21793/33666 [13:32<07:22, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  65%|██████▍   | 21793/33666 [13:32<07:22, 26.82it/s, loss=4.2, v_num=0] 
    Epoch 0:  65%|██████▍   | 21794/33666 [13:32<07:22, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  65%|██████▍   | 21794/33666 [13:32<07:22, 26.82it/s, loss=4.22, v_num=0]
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    Epoch 0:  65%|██████▍   | 21796/33666 [13:32<07:22, 26.82it/s, loss=4.27, v_num=0]
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    Epoch 0:  65%|██████▍   | 21797/33666 [13:32<07:22, 26.82it/s, loss=4.17, v_num=0]
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    Epoch 0:  65%|██████▍   | 21798/33666 [13:32<07:22, 26.82it/s, loss=4.19, v_num=0]
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    Epoch 0:  65%|██████▍   | 21801/33666 [13:32<07:22, 26.82it/s, loss=4.15, v_num=0]
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    Epoch 0:  65%|██████▍   | 21802/33666 [13:33<07:22, 26.82it/s, loss=4.12, v_num=0]
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    Epoch 0:  65%|██████▍   | 21804/33666 [13:33<07:22, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  65%|██████▍   | 21805/33666 [13:33<07:22, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  65%|██████▍   | 21805/33666 [13:33<07:22, 26.82it/s, loss=4.17, v_num=0]
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    Epoch 0:  65%|██████▍   | 21806/33666 [13:33<07:22, 26.82it/s, loss=4.2, v_num=0] 
    Epoch 0:  65%|██████▍   | 21807/33666 [13:33<07:22, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  65%|██████▍   | 21807/33666 [13:33<07:22, 26.82it/s, loss=4.18, v_num=0]
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    Epoch 0:  65%|██████▍   | 21809/33666 [13:33<07:22, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  65%|██████▍   | 21810/33666 [13:33<07:22, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  65%|██████▍   | 21810/33666 [13:33<07:22, 26.82it/s, loss=4.11, v_num=0]
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    Epoch 0:  65%|██████▍   | 21813/33666 [13:33<07:22, 26.82it/s, loss=4.12, v_num=0]
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    Epoch 0:  65%|██████▍   | 21823/33666 [13:33<07:21, 26.82it/s, loss=4.17, v_num=0]
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    Epoch 0:  65%|██████▍   | 21824/33666 [13:33<07:21, 26.82it/s, loss=4.16, v_num=0]
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    Epoch 0:  65%|██████▍   | 21825/33666 [13:33<07:21, 26.82it/s, loss=4.15, v_num=0]
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    Epoch 0:  65%|██████▍   | 21826/33666 [13:33<07:21, 26.82it/s, loss=4.17, v_num=0]
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    Epoch 0:  65%|██████▍   | 21827/33666 [13:33<07:21, 26.82it/s, loss=4.21, v_num=0]
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    Epoch 0:  65%|██████▍   | 21828/33666 [13:33<07:21, 26.82it/s, loss=4.17, v_num=0]
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    Epoch 0:  65%|██████▍   | 21829/33666 [13:34<07:21, 26.82it/s, loss=4.14, v_num=0]
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    Epoch 0:  65%|██████▍   | 21830/33666 [13:34<07:21, 26.82it/s, loss=4.14, v_num=0]
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    Epoch 0:  65%|██████▍   | 21831/33666 [13:34<07:21, 26.82it/s, loss=4.14, v_num=0]
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    Epoch 0:  65%|██████▍   | 21832/33666 [13:34<07:21, 26.82it/s, loss=4.14, v_num=0]
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    Epoch 0:  65%|██████▍   | 21833/33666 [13:34<07:21, 26.82it/s, loss=4.11, v_num=0]
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    Epoch 0:  65%|██████▍   | 21834/33666 [13:34<07:21, 26.82it/s, loss=4.11, v_num=0]
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    Epoch 0:  65%|██████▍   | 21835/33666 [13:34<07:21, 26.82it/s, loss=4.07, v_num=0]
    Epoch 0:  65%|██████▍   | 21836/33666 [13:34<07:21, 26.82it/s, loss=4.07, v_num=0]
    Epoch 0:  65%|██████▍   | 21836/33666 [13:34<07:21, 26.82it/s, loss=4.06, v_num=0]
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    Epoch 0:  65%|██████▍   | 21837/33666 [13:34<07:21, 26.82it/s, loss=4, v_num=0]   
    Epoch 0:  65%|██████▍   | 21838/33666 [13:34<07:21, 26.82it/s, loss=4, v_num=0]
    Epoch 0:  65%|██████▍   | 21838/33666 [13:34<07:21, 26.82it/s, loss=4, v_num=0]
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    Epoch 0:  65%|██████▍   | 21839/33666 [13:34<07:21, 26.82it/s, loss=3.98, v_num=0]
    Epoch 0:  65%|██████▍   | 21840/33666 [13:34<07:21, 26.82it/s, loss=3.98, v_num=0]
    Epoch 0:  65%|██████▍   | 21840/33666 [13:34<07:21, 26.82it/s, loss=4.02, v_num=0]
    Epoch 0:  65%|██████▍   | 21841/33666 [13:34<07:20, 26.82it/s, loss=4.02, v_num=0]
    Epoch 0:  65%|██████▍   | 21841/33666 [13:34<07:20, 26.82it/s, loss=4.03, v_num=0]
    Epoch 0:  65%|██████▍   | 21842/33666 [13:34<07:20, 26.82it/s, loss=4.03, v_num=0]
    Epoch 0:  65%|██████▍   | 21842/33666 [13:34<07:20, 26.82it/s, loss=4.06, v_num=0]
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    Epoch 0:  65%|██████▍   | 21843/33666 [13:34<07:20, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  65%|██████▍   | 21844/33666 [13:34<07:20, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  65%|██████▍   | 21844/33666 [13:34<07:20, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  65%|██████▍   | 21845/33666 [13:34<07:20, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  65%|██████▍   | 21845/33666 [13:34<07:20, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  65%|██████▍   | 21846/33666 [13:34<07:20, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  65%|██████▍   | 21846/33666 [13:34<07:20, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  65%|██████▍   | 21847/33666 [13:34<07:20, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  65%|██████▍   | 21847/33666 [13:34<07:20, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  65%|██████▍   | 21848/33666 [13:34<07:20, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  65%|██████▍   | 21848/33666 [13:34<07:20, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  65%|██████▍   | 21849/33666 [13:34<07:20, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  65%|██████▍   | 21849/33666 [13:34<07:20, 26.82it/s, loss=4.2, v_num=0] 
    Epoch 0:  65%|██████▍   | 21850/33666 [13:34<07:20, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  65%|██████▍   | 21850/33666 [13:34<07:20, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  65%|██████▍   | 21851/33666 [13:34<07:20, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  65%|██████▍   | 21851/33666 [13:34<07:20, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  65%|██████▍   | 21852/33666 [13:34<07:20, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  65%|██████▍   | 21852/33666 [13:34<07:20, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  65%|██████▍   | 21853/33666 [13:34<07:20, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  65%|██████▍   | 21853/33666 [13:34<07:20, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  65%|██████▍   | 21854/33666 [13:34<07:20, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  65%|██████▍   | 21854/33666 [13:34<07:20, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  65%|██████▍   | 21855/33666 [13:34<07:20, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  65%|██████▍   | 21855/33666 [13:34<07:20, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  65%|██████▍   | 21856/33666 [13:35<07:20, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  65%|██████▍   | 21856/33666 [13:35<07:20, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  65%|██████▍   | 21857/33666 [13:35<07:20, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  65%|██████▍   | 21857/33666 [13:35<07:20, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  65%|██████▍   | 21858/33666 [13:35<07:20, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  65%|██████▍   | 21858/33666 [13:35<07:20, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  65%|██████▍   | 21859/33666 [13:35<07:20, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  65%|██████▍   | 21859/33666 [13:35<07:20, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  65%|██████▍   | 21860/33666 [13:35<07:20, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  65%|██████▍   | 21860/33666 [13:35<07:20, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  65%|██████▍   | 21861/33666 [13:35<07:20, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  65%|██████▍   | 21861/33666 [13:35<07:20, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  65%|██████▍   | 21862/33666 [13:35<07:20, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  65%|██████▍   | 21862/33666 [13:35<07:20, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  65%|██████▍   | 21863/33666 [13:35<07:20, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  65%|██████▍   | 21863/33666 [13:35<07:20, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  65%|██████▍   | 21864/33666 [13:35<07:20, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  65%|██████▍   | 21864/33666 [13:35<07:20, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  65%|██████▍   | 21865/33666 [13:35<07:20, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  65%|██████▍   | 21865/33666 [13:35<07:20, 26.82it/s, loss=4.2, v_num=0] 
    Epoch 0:  65%|██████▍   | 21866/33666 [13:35<07:20, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  65%|██████▍   | 21866/33666 [13:35<07:20, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  65%|██████▍   | 21867/33666 [13:35<07:19, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  65%|██████▍   | 21867/33666 [13:35<07:19, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  65%|██████▍   | 21868/33666 [13:35<07:19, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  65%|██████▍   | 21868/33666 [13:35<07:19, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  65%|██████▍   | 21869/33666 [13:35<07:19, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  65%|██████▍   | 21869/33666 [13:35<07:19, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  65%|██████▍   | 21870/33666 [13:35<07:19, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  65%|██████▍   | 21870/33666 [13:35<07:19, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  65%|██████▍   | 21871/33666 [13:35<07:19, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  65%|██████▍   | 21871/33666 [13:35<07:19, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  65%|██████▍   | 21872/33666 [13:35<07:19, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  65%|██████▍   | 21872/33666 [13:35<07:19, 26.82it/s, loss=4.2, v_num=0] 
    Epoch 0:  65%|██████▍   | 21873/33666 [13:35<07:19, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  65%|██████▍   | 21873/33666 [13:35<07:19, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  65%|██████▍   | 21874/33666 [13:35<07:19, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  65%|██████▍   | 21874/33666 [13:35<07:19, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  65%|██████▍   | 21875/33666 [13:35<07:19, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  65%|██████▍   | 21875/33666 [13:35<07:19, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  65%|██████▍   | 21876/33666 [13:35<07:19, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  65%|██████▍   | 21876/33666 [13:35<07:19, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  65%|██████▍   | 21877/33666 [13:35<07:19, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  65%|██████▍   | 21877/33666 [13:35<07:19, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  65%|██████▍   | 21878/33666 [13:35<07:19, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  65%|██████▍   | 21878/33666 [13:35<07:19, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  65%|██████▍   | 21879/33666 [13:35<07:19, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  65%|██████▍   | 21879/33666 [13:35<07:19, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  65%|██████▍   | 21880/33666 [13:35<07:19, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  65%|██████▍   | 21880/33666 [13:35<07:19, 26.82it/s, loss=4.1, v_num=0] 
    Epoch 0:  65%|██████▍   | 21881/33666 [13:35<07:19, 26.82it/s, loss=4.1, v_num=0]
    Epoch 0:  65%|██████▍   | 21881/33666 [13:35<07:19, 26.82it/s, loss=4.04, v_num=0]
    Epoch 0:  65%|██████▍   | 21882/33666 [13:35<07:19, 26.82it/s, loss=4.04, v_num=0]
    Epoch 0:  65%|██████▍   | 21882/33666 [13:35<07:19, 26.82it/s, loss=4.07, v_num=0]
    Epoch 0:  65%|██████▌   | 21883/33666 [13:36<07:19, 26.82it/s, loss=4.07, v_num=0]
    Epoch 0:  65%|██████▌   | 21883/33666 [13:36<07:19, 26.82it/s, loss=4.05, v_num=0]
    Epoch 0:  65%|██████▌   | 21884/33666 [13:36<07:19, 26.82it/s, loss=4.05, v_num=0]
    Epoch 0:  65%|██████▌   | 21884/33666 [13:36<07:19, 26.82it/s, loss=4.03, v_num=0]
    Epoch 0:  65%|██████▌   | 21885/33666 [13:36<07:19, 26.82it/s, loss=4.03, v_num=0]
    Epoch 0:  65%|██████▌   | 21885/33666 [13:36<07:19, 26.82it/s, loss=4, v_num=0]   
    Epoch 0:  65%|██████▌   | 21886/33666 [13:36<07:19, 26.82it/s, loss=4, v_num=0]
    Epoch 0:  65%|██████▌   | 21886/33666 [13:36<07:19, 26.82it/s, loss=4.06, v_num=0]
    Epoch 0:  65%|██████▌   | 21887/33666 [13:36<07:19, 26.82it/s, loss=4.06, v_num=0]
    Epoch 0:  65%|██████▌   | 21887/33666 [13:36<07:19, 26.82it/s, loss=4.03, v_num=0]
    Epoch 0:  65%|██████▌   | 21888/33666 [13:36<07:19, 26.82it/s, loss=4.03, v_num=0]
    Epoch 0:  65%|██████▌   | 21888/33666 [13:36<07:19, 26.82it/s, loss=4.06, v_num=0]
    Epoch 0:  65%|██████▌   | 21889/33666 [13:36<07:19, 26.82it/s, loss=4.06, v_num=0]
    Epoch 0:  65%|██████▌   | 21889/33666 [13:36<07:19, 26.82it/s, loss=4.13, v_num=0]
    Epoch 0:  65%|██████▌   | 21890/33666 [13:36<07:19, 26.82it/s, loss=4.13, v_num=0]
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    Epoch 0:  65%|██████▌   | 21980/33666 [13:39<07:15, 26.82it/s, loss=4.18, v_num=0]
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    Epoch 0:  65%|██████▌   | 21988/33666 [13:39<07:15, 26.82it/s, loss=4.17, v_num=0]
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    Epoch 0:  65%|██████▌   | 21997/33666 [13:40<07:15, 26.82it/s, loss=4.17, v_num=0]
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    Epoch 0:  65%|██████▌   | 22002/33666 [13:40<07:14, 26.82it/s, loss=4.2, v_num=0] 
    Epoch 0:  65%|██████▌   | 22003/33666 [13:40<07:14, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  65%|██████▌   | 22003/33666 [13:40<07:14, 26.82it/s, loss=4.16, v_num=0]
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    Epoch 0:  65%|██████▌   | 22004/33666 [13:40<07:14, 26.82it/s, loss=4.18, v_num=0]
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    Epoch 0:  65%|██████▌   | 22005/33666 [13:40<07:14, 26.82it/s, loss=4.19, v_num=0]
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    Epoch 0:  65%|██████▌   | 22006/33666 [13:40<07:14, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  65%|██████▌   | 22007/33666 [13:40<07:14, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  65%|██████▌   | 22007/33666 [13:40<07:14, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  65%|██████▌   | 22008/33666 [13:40<07:14, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  65%|██████▌   | 22008/33666 [13:40<07:14, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  65%|██████▌   | 22009/33666 [13:40<07:14, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  65%|██████▌   | 22009/33666 [13:40<07:14, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  65%|██████▌   | 22010/33666 [13:40<07:14, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  65%|██████▌   | 22010/33666 [13:40<07:14, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  65%|██████▌   | 22011/33666 [13:40<07:14, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  65%|██████▌   | 22011/33666 [13:40<07:14, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  65%|██████▌   | 22012/33666 [13:40<07:14, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  65%|██████▌   | 22012/33666 [13:40<07:14, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  65%|██████▌   | 22013/33666 [13:40<07:14, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  65%|██████▌   | 22013/33666 [13:40<07:14, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  65%|██████▌   | 22014/33666 [13:40<07:14, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  65%|██████▌   | 22014/33666 [13:40<07:14, 26.82it/s, loss=4.35, v_num=0]
    Epoch 0:  65%|██████▌   | 22015/33666 [13:40<07:14, 26.82it/s, loss=4.35, v_num=0]
    Epoch 0:  65%|██████▌   | 22015/33666 [13:40<07:14, 26.82it/s, loss=4.38, v_num=0]
    Epoch 0:  65%|██████▌   | 22016/33666 [13:40<07:14, 26.82it/s, loss=4.38, v_num=0]
    Epoch 0:  65%|██████▌   | 22016/33666 [13:40<07:14, 26.82it/s, loss=4.36, v_num=0]
    Epoch 0:  65%|██████▌   | 22017/33666 [13:40<07:14, 26.82it/s, loss=4.36, v_num=0]
    Epoch 0:  65%|██████▌   | 22017/33666 [13:40<07:14, 26.82it/s, loss=4.35, v_num=0]
    Epoch 0:  65%|██████▌   | 22018/33666 [13:40<07:14, 26.82it/s, loss=4.35, v_num=0]
    Epoch 0:  65%|██████▌   | 22018/33666 [13:40<07:14, 26.82it/s, loss=4.37, v_num=0]
    Epoch 0:  65%|██████▌   | 22019/33666 [13:40<07:14, 26.82it/s, loss=4.37, v_num=0]
    Epoch 0:  65%|██████▌   | 22019/33666 [13:40<07:14, 26.82it/s, loss=4.35, v_num=0]
    Epoch 0:  65%|██████▌   | 22020/33666 [13:40<07:14, 26.82it/s, loss=4.35, v_num=0]
    Epoch 0:  65%|██████▌   | 22020/33666 [13:40<07:14, 26.82it/s, loss=4.34, v_num=0]
    Epoch 0:  65%|██████▌   | 22021/33666 [13:40<07:14, 26.82it/s, loss=4.34, v_num=0]
    Epoch 0:  65%|██████▌   | 22021/33666 [13:40<07:14, 26.82it/s, loss=4.33, v_num=0]
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    Epoch 0:  65%|██████▌   | 22022/33666 [13:40<07:14, 26.82it/s, loss=4.34, v_num=0]
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    Epoch 0:  65%|██████▌   | 22023/33666 [13:41<07:14, 26.82it/s, loss=4.37, v_num=0]
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    Epoch 0:  65%|██████▌   | 22024/33666 [13:41<07:14, 26.82it/s, loss=4.37, v_num=0]
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    Epoch 0:  65%|██████▌   | 22025/33666 [13:41<07:13, 26.82it/s, loss=4.42, v_num=0]
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    Epoch 0:  65%|██████▌   | 22026/33666 [13:41<07:13, 26.82it/s, loss=4.39, v_num=0]
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    Epoch 0:  65%|██████▌   | 22027/33666 [13:41<07:13, 26.82it/s, loss=4.39, v_num=0]
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    Epoch 0:  65%|██████▌   | 22028/33666 [13:41<07:13, 26.82it/s, loss=4.42, v_num=0]
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    Epoch 0:  65%|██████▌   | 22029/33666 [13:41<07:13, 26.82it/s, loss=4.37, v_num=0]
    Epoch 0:  65%|██████▌   | 22030/33666 [13:41<07:13, 26.82it/s, loss=4.37, v_num=0]
    Epoch 0:  65%|██████▌   | 22030/33666 [13:41<07:13, 26.82it/s, loss=4.34, v_num=0]
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    Epoch 0:  65%|██████▌   | 22031/33666 [13:41<07:13, 26.82it/s, loss=4.3, v_num=0] 
    Epoch 0:  65%|██████▌   | 22032/33666 [13:41<07:13, 26.82it/s, loss=4.3, v_num=0]
    Epoch 0:  65%|██████▌   | 22032/33666 [13:41<07:13, 26.82it/s, loss=4.33, v_num=0]
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    Epoch 0:  65%|██████▌   | 22033/33666 [13:41<07:13, 26.82it/s, loss=4.29, v_num=0]
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    Epoch 0:  65%|██████▌   | 22034/33666 [13:41<07:13, 26.82it/s, loss=4.22, v_num=0]
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    Epoch 0:  65%|██████▌   | 22035/33666 [13:41<07:13, 26.82it/s, loss=4.16, v_num=0]
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    Epoch 0:  65%|██████▌   | 22036/33666 [13:41<07:13, 26.82it/s, loss=4.17, v_num=0]
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    Epoch 0:  65%|██████▌   | 22039/33666 [13:41<07:13, 26.82it/s, loss=4.16, v_num=0]
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    Epoch 0:  65%|██████▌   | 22042/33666 [13:41<07:13, 26.82it/s, loss=4.2, v_num=0] 
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    Epoch 0:  65%|██████▌   | 22043/33666 [13:41<07:13, 26.82it/s, loss=4.19, v_num=0]
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    Epoch 0:  65%|██████▌   | 22044/33666 [13:41<07:13, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  65%|██████▌   | 22045/33666 [13:41<07:13, 26.82it/s, loss=4.19, v_num=0]
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    Epoch 0:  66%|██████▌   | 22096/33666 [13:43<07:11, 26.83it/s, loss=4.28, v_num=0]
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    Epoch 0:  66%|██████▌   | 22097/33666 [13:43<07:11, 26.83it/s, loss=4.27, v_num=0]
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    Epoch 0:  66%|██████▌   | 22215/33666 [13:48<07:06, 26.83it/s, loss=4.08, v_num=0]
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    Epoch 0:  66%|██████▌   | 22224/33666 [13:48<07:06, 26.83it/s, loss=4.06, v_num=0]
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    Epoch 0:  66%|██████▌   | 22226/33666 [13:48<07:06, 26.83it/s, loss=4.05, v_num=0]
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    Epoch 0:  66%|██████▌   | 22227/33666 [13:48<07:06, 26.83it/s, loss=4.08, v_num=0]
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    Epoch 0:  66%|██████▌   | 22228/33666 [13:48<07:06, 26.83it/s, loss=4.05, v_num=0]
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    Epoch 0:  66%|██████▌   | 22229/33666 [13:48<07:06, 26.83it/s, loss=4.03, v_num=0]
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    Epoch 0:  66%|██████▌   | 22230/33666 [13:48<07:06, 26.83it/s, loss=4.01, v_num=0]
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    Epoch 0:  66%|██████▌   | 22231/33666 [13:48<07:06, 26.83it/s, loss=4.05, v_num=0]
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    Epoch 0:  66%|██████▌   | 22232/33666 [13:48<07:06, 26.83it/s, loss=4.08, v_num=0]
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    Epoch 0:  66%|██████▌   | 22234/33666 [13:48<07:06, 26.83it/s, loss=4.09, v_num=0]
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    Epoch 0:  66%|██████▌   | 22235/33666 [13:48<07:06, 26.83it/s, loss=4.13, v_num=0]
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    Epoch 0:  66%|██████▌   | 22236/33666 [13:48<07:06, 26.83it/s, loss=4.14, v_num=0]
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    Epoch 0:  66%|██████▌   | 22237/33666 [13:48<07:06, 26.83it/s, loss=4.14, v_num=0]
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    Epoch 0:  66%|██████▌   | 22238/33666 [13:48<07:05, 26.83it/s, loss=4.15, v_num=0]
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    Epoch 0:  66%|██████▌   | 22239/33666 [13:48<07:05, 26.83it/s, loss=4.08, v_num=0]
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    Epoch 0:  66%|██████▌   | 22240/33666 [13:48<07:05, 26.83it/s, loss=4.02, v_num=0]
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    Epoch 0:  66%|██████▌   | 22244/33666 [13:49<07:05, 26.83it/s, loss=4.12, v_num=0]
    Epoch 0:  66%|██████▌   | 22245/33666 [13:49<07:05, 26.83it/s, loss=4.12, v_num=0]
    Epoch 0:  66%|██████▌   | 22245/33666 [13:49<07:05, 26.83it/s, loss=4.13, v_num=0]
    Epoch 0:  66%|██████▌   | 22246/33666 [13:49<07:05, 26.83it/s, loss=4.13, v_num=0]
    Epoch 0:  66%|██████▌   | 22246/33666 [13:49<07:05, 26.83it/s, loss=4.14, v_num=0]
    Epoch 0:  66%|██████▌   | 22247/33666 [13:49<07:05, 26.83it/s, loss=4.14, v_num=0]
    Epoch 0:  66%|██████▌   | 22247/33666 [13:49<07:05, 26.83it/s, loss=4.11, v_num=0]
    Epoch 0:  66%|██████▌   | 22248/33666 [13:49<07:05, 26.83it/s, loss=4.11, v_num=0]
    Epoch 0:  66%|██████▌   | 22248/33666 [13:49<07:05, 26.83it/s, loss=4.15, v_num=0]
    Epoch 0:  66%|██████▌   | 22249/33666 [13:49<07:05, 26.83it/s, loss=4.15, v_num=0]
    Epoch 0:  66%|██████▌   | 22249/33666 [13:49<07:05, 26.83it/s, loss=4.2, v_num=0] 
    Epoch 0:  66%|██████▌   | 22250/33666 [13:49<07:05, 26.83it/s, loss=4.2, v_num=0]
    Epoch 0:  66%|██████▌   | 22250/33666 [13:49<07:05, 26.83it/s, loss=4.18, v_num=0]
    Epoch 0:  66%|██████▌   | 22251/33666 [13:49<07:05, 26.83it/s, loss=4.18, v_num=0]
    Epoch 0:  66%|██████▌   | 22251/33666 [13:49<07:05, 26.83it/s, loss=4.16, v_num=0]
    Epoch 0:  66%|██████▌   | 22252/33666 [13:49<07:05, 26.83it/s, loss=4.16, v_num=0]
    Epoch 0:  66%|██████▌   | 22252/33666 [13:49<07:05, 26.83it/s, loss=4.14, v_num=0]
    Epoch 0:  66%|██████▌   | 22253/33666 [13:49<07:05, 26.83it/s, loss=4.14, v_num=0]
    Epoch 0:  66%|██████▌   | 22253/33666 [13:49<07:05, 26.83it/s, loss=4.18, v_num=0]
    Epoch 0:  66%|██████▌   | 22254/33666 [13:49<07:05, 26.83it/s, loss=4.18, v_num=0]
    Epoch 0:  66%|██████▌   | 22254/33666 [13:49<07:05, 26.83it/s, loss=4.24, v_num=0]
    Epoch 0:  66%|██████▌   | 22255/33666 [13:49<07:05, 26.83it/s, loss=4.24, v_num=0]
    Epoch 0:  66%|██████▌   | 22255/33666 [13:49<07:05, 26.83it/s, loss=4.22, v_num=0]
    Epoch 0:  66%|██████▌   | 22256/33666 [13:49<07:05, 26.83it/s, loss=4.22, v_num=0]
    Epoch 0:  66%|██████▌   | 22256/33666 [13:49<07:05, 26.83it/s, loss=4.25, v_num=0]
    Epoch 0:  66%|██████▌   | 22257/33666 [13:49<07:05, 26.83it/s, loss=4.25, v_num=0]
    Epoch 0:  66%|██████▌   | 22257/33666 [13:49<07:05, 26.83it/s, loss=4.24, v_num=0]
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    Epoch 0:  66%|██████▌   | 22258/33666 [13:49<07:05, 26.83it/s, loss=4.23, v_num=0]
    Epoch 0:  66%|██████▌   | 22259/33666 [13:49<07:05, 26.83it/s, loss=4.23, v_num=0]
    Epoch 0:  66%|██████▌   | 22259/33666 [13:49<07:05, 26.83it/s, loss=4.25, v_num=0]
    Epoch 0:  66%|██████▌   | 22260/33666 [13:49<07:05, 26.83it/s, loss=4.25, v_num=0]
    Epoch 0:  66%|██████▌   | 22260/33666 [13:49<07:05, 26.83it/s, loss=4.3, v_num=0] 
    Epoch 0:  66%|██████▌   | 22261/33666 [13:49<07:05, 26.83it/s, loss=4.3, v_num=0]
    Epoch 0:  66%|██████▌   | 22261/33666 [13:49<07:05, 26.83it/s, loss=4.28, v_num=0]
    Epoch 0:  66%|██████▌   | 22262/33666 [13:49<07:05, 26.83it/s, loss=4.28, v_num=0]
    Epoch 0:  66%|██████▌   | 22262/33666 [13:49<07:05, 26.83it/s, loss=4.22, v_num=0]
    Epoch 0:  66%|██████▌   | 22263/33666 [13:49<07:05, 26.83it/s, loss=4.22, v_num=0]
    Epoch 0:  66%|██████▌   | 22263/33666 [13:49<07:05, 26.83it/s, loss=4.23, v_num=0]
    Epoch 0:  66%|██████▌   | 22264/33666 [13:49<07:04, 26.83it/s, loss=4.23, v_num=0]
    Epoch 0:  66%|██████▌   | 22264/33666 [13:49<07:04, 26.83it/s, loss=4.19, v_num=0]
    Epoch 0:  66%|██████▌   | 22265/33666 [13:49<07:04, 26.83it/s, loss=4.19, v_num=0]
    Epoch 0:  66%|██████▌   | 22265/33666 [13:49<07:04, 26.83it/s, loss=4.17, v_num=0]
    Epoch 0:  66%|██████▌   | 22266/33666 [13:49<07:04, 26.83it/s, loss=4.17, v_num=0]
    Epoch 0:  66%|██████▌   | 22266/33666 [13:49<07:04, 26.83it/s, loss=4.19, v_num=0]
    Epoch 0:  66%|██████▌   | 22267/33666 [13:49<07:04, 26.83it/s, loss=4.19, v_num=0]
    Epoch 0:  66%|██████▌   | 22267/33666 [13:49<07:04, 26.83it/s, loss=4.21, v_num=0]
    Epoch 0:  66%|██████▌   | 22268/33666 [13:50<07:04, 26.83it/s, loss=4.21, v_num=0]
    Epoch 0:  66%|██████▌   | 22268/33666 [13:50<07:04, 26.83it/s, loss=4.24, v_num=0]
    Epoch 0:  66%|██████▌   | 22269/33666 [13:50<07:04, 26.83it/s, loss=4.24, v_num=0]
    Epoch 0:  66%|██████▌   | 22269/33666 [13:50<07:04, 26.83it/s, loss=4.24, v_num=0]
    Epoch 0:  66%|██████▌   | 22270/33666 [13:50<07:04, 26.83it/s, loss=4.24, v_num=0]
    Epoch 0:  66%|██████▌   | 22270/33666 [13:50<07:04, 26.83it/s, loss=4.29, v_num=0]
    Epoch 0:  66%|██████▌   | 22271/33666 [13:50<07:04, 26.83it/s, loss=4.29, v_num=0]
    Epoch 0:  66%|██████▌   | 22271/33666 [13:50<07:04, 26.83it/s, loss=4.32, v_num=0]
    Epoch 0:  66%|██████▌   | 22272/33666 [13:50<07:04, 26.83it/s, loss=4.32, v_num=0]
    Epoch 0:  66%|██████▌   | 22272/33666 [13:50<07:04, 26.83it/s, loss=4.36, v_num=0]
    Epoch 0:  66%|██████▌   | 22273/33666 [13:50<07:04, 26.83it/s, loss=4.36, v_num=0]
    Epoch 0:  66%|██████▌   | 22273/33666 [13:50<07:04, 26.83it/s, loss=4.3, v_num=0] 
    Epoch 0:  66%|██████▌   | 22274/33666 [13:50<07:04, 26.83it/s, loss=4.3, v_num=0]
    Epoch 0:  66%|██████▌   | 22274/33666 [13:50<07:04, 26.83it/s, loss=4.24, v_num=0]
    Epoch 0:  66%|██████▌   | 22275/33666 [13:50<07:04, 26.83it/s, loss=4.24, v_num=0]
    Epoch 0:  66%|██████▌   | 22275/33666 [13:50<07:04, 26.83it/s, loss=4.23, v_num=0]
    Epoch 0:  66%|██████▌   | 22276/33666 [13:50<07:04, 26.83it/s, loss=4.23, v_num=0]
    Epoch 0:  66%|██████▌   | 22276/33666 [13:50<07:04, 26.83it/s, loss=4.22, v_num=0]
    Epoch 0:  66%|██████▌   | 22277/33666 [13:50<07:04, 26.83it/s, loss=4.22, v_num=0]
    Epoch 0:  66%|██████▌   | 22277/33666 [13:50<07:04, 26.83it/s, loss=4.26, v_num=0]
    Epoch 0:  66%|██████▌   | 22278/33666 [13:50<07:04, 26.83it/s, loss=4.26, v_num=0]
    Epoch 0:  66%|██████▌   | 22278/33666 [13:50<07:04, 26.83it/s, loss=4.3, v_num=0] 
    Epoch 0:  66%|██████▌   | 22279/33666 [13:50<07:04, 26.83it/s, loss=4.3, v_num=0]
    Epoch 0:  66%|██████▌   | 22279/33666 [13:50<07:04, 26.83it/s, loss=4.37, v_num=0]
    Epoch 0:  66%|██████▌   | 22280/33666 [13:50<07:04, 26.83it/s, loss=4.37, v_num=0]
    Epoch 0:  66%|██████▌   | 22280/33666 [13:50<07:04, 26.83it/s, loss=4.38, v_num=0]
    Epoch 0:  66%|██████▌   | 22281/33666 [13:50<07:04, 26.83it/s, loss=4.38, v_num=0]
    Epoch 0:  66%|██████▌   | 22281/33666 [13:50<07:04, 26.83it/s, loss=4.43, v_num=0]
    Epoch 0:  66%|██████▌   | 22282/33666 [13:50<07:04, 26.83it/s, loss=4.43, v_num=0]
    Epoch 0:  66%|██████▌   | 22282/33666 [13:50<07:04, 26.83it/s, loss=4.49, v_num=0]
    Epoch 0:  66%|██████▌   | 22283/33666 [13:50<07:04, 26.83it/s, loss=4.49, v_num=0]
    Epoch 0:  66%|██████▌   | 22283/33666 [13:50<07:04, 26.83it/s, loss=4.49, v_num=0]
    Epoch 0:  66%|██████▌   | 22284/33666 [13:50<07:04, 26.83it/s, loss=4.49, v_num=0]
    Epoch 0:  66%|██████▌   | 22284/33666 [13:50<07:04, 26.83it/s, loss=4.5, v_num=0] 
    Epoch 0:  66%|██████▌   | 22285/33666 [13:50<07:04, 26.83it/s, loss=4.5, v_num=0]
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    Epoch 0:  66%|██████▋   | 22307/33666 [13:51<07:03, 26.83it/s, loss=4.28, v_num=0]
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    Epoch 0:  66%|██████▋   | 22309/33666 [13:51<07:03, 26.83it/s, loss=4.3, v_num=0] 
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    Epoch 0:  66%|██████▋   | 22311/33666 [13:51<07:03, 26.83it/s, loss=4.31, v_num=0]
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    Epoch 0:  66%|██████▋   | 22313/33666 [13:51<07:03, 26.83it/s, loss=4.29, v_num=0]
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    Epoch 0:  66%|██████▋   | 22327/33666 [13:52<07:02, 26.83it/s, loss=4.05, v_num=0]
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    Epoch 0:  66%|██████▋   | 22336/33666 [13:52<07:02, 26.83it/s, loss=4.12, v_num=0]
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    Epoch 0:  66%|██████▋   | 22337/33666 [13:52<07:02, 26.83it/s, loss=4.09, v_num=0]
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    Epoch 0:  66%|██████▋   | 22338/33666 [13:52<07:02, 26.83it/s, loss=4.11, v_num=0]
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    Epoch 0:  66%|██████▋   | 22343/33666 [13:52<07:02, 26.83it/s, loss=4.08, v_num=0]
    Epoch 0:  66%|██████▋   | 22344/33666 [13:52<07:02, 26.83it/s, loss=4.08, v_num=0]
    Epoch 0:  66%|██████▋   | 22344/33666 [13:52<07:02, 26.83it/s, loss=4.15, v_num=0]
    Epoch 0:  66%|██████▋   | 22345/33666 [13:52<07:01, 26.83it/s, loss=4.15, v_num=0]
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    Epoch 0:  66%|██████▋   | 22346/33666 [13:52<07:01, 26.83it/s, loss=4.29, v_num=0]
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    Epoch 0:  66%|██████▋   | 22347/33666 [13:52<07:01, 26.83it/s, loss=4.2, v_num=0] 
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    Epoch 0:  66%|██████▋   | 22348/33666 [13:52<07:01, 26.83it/s, loss=4.28, v_num=0]
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    Epoch 0:  66%|██████▋   | 22350/33666 [13:53<07:01, 26.83it/s, loss=4.3, v_num=0]
    Epoch 0:  66%|██████▋   | 22350/33666 [13:53<07:01, 26.83it/s, loss=4.28, v_num=0]
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    Epoch 0:  66%|██████▋   | 22351/33666 [13:53<07:01, 26.83it/s, loss=4.22, v_num=0]
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    Epoch 0:  66%|██████▋   | 22354/33666 [13:53<07:01, 26.83it/s, loss=4.15, v_num=0]
    Epoch 0:  66%|██████▋   | 22354/33666 [13:53<07:01, 26.83it/s, loss=4.16, v_num=0]
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    Epoch 0:  66%|██████▋   | 22361/33666 [13:53<07:01, 26.83it/s, loss=4.34, v_num=0]
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    Epoch 0:  66%|██████▋   | 22362/33666 [13:53<07:01, 26.83it/s, loss=4.4, v_num=0] 
    Epoch 0:  66%|██████▋   | 22363/33666 [13:53<07:01, 26.83it/s, loss=4.4, v_num=0]
    Epoch 0:  66%|██████▋   | 22363/33666 [13:53<07:01, 26.83it/s, loss=4.4, v_num=0]
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    Epoch 0:  66%|██████▋   | 22375/33666 [13:53<07:00, 26.83it/s, loss=4.23, v_num=0]
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    Epoch 0:  66%|██████▋   | 22380/33666 [13:54<07:00, 26.83it/s, loss=4.19, v_num=0]
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    Epoch 0:  66%|██████▋   | 22381/33666 [13:54<07:00, 26.83it/s, loss=4.19, v_num=0]
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    Epoch 0:  66%|██████▋   | 22385/33666 [13:54<07:00, 26.83it/s, loss=4.19, v_num=0]
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    Epoch 0:  66%|██████▋   | 22386/33666 [13:54<07:00, 26.83it/s, loss=4.24, v_num=0]
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    Epoch 0:  67%|██████▋   | 22388/33666 [13:54<07:00, 26.83it/s, loss=4.2, v_num=0] 
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    Epoch 0:  67%|██████▋   | 22389/33666 [13:54<07:00, 26.83it/s, loss=4.17, v_num=0]
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    Epoch 0:  67%|██████▋   | 22390/33666 [13:54<07:00, 26.83it/s, loss=4.14, v_num=0]
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    Epoch 0:  67%|██████▋   | 22391/33666 [13:54<07:00, 26.83it/s, loss=4.14, v_num=0]
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    Epoch 0:  67%|██████▋   | 22392/33666 [13:54<07:00, 26.83it/s, loss=4.12, v_num=0]
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    Epoch 0:  67%|██████▋   | 22393/33666 [13:54<07:00, 26.83it/s, loss=4.11, v_num=0]
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    Epoch 0:  67%|██████▋   | 22395/33666 [13:54<07:00, 26.83it/s, loss=4.11, v_num=0]
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    Epoch 0:  67%|██████▋   | 22396/33666 [13:54<07:00, 26.83it/s, loss=4.06, v_num=0]
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    Epoch 0:  67%|██████▋   | 22397/33666 [13:54<07:00, 26.83it/s, loss=4.06, v_num=0]
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    Epoch 0:  67%|██████▋   | 22398/33666 [13:54<06:59, 26.83it/s, loss=4.1, v_num=0] 
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    Epoch 0:  67%|██████▋   | 22399/33666 [13:54<06:59, 26.83it/s, loss=4.08, v_num=0]
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    Epoch 0:  67%|██████▋   | 22400/33666 [13:54<06:59, 26.83it/s, loss=4.1, v_num=0] 
    Epoch 0:  67%|██████▋   | 22401/33666 [13:54<06:59, 26.83it/s, loss=4.1, v_num=0]
    Epoch 0:  67%|██████▋   | 22401/33666 [13:54<06:59, 26.83it/s, loss=4.09, v_num=0]
    Epoch 0:  67%|██████▋   | 22402/33666 [13:54<06:59, 26.83it/s, loss=4.09, v_num=0]
    Epoch 0:  67%|██████▋   | 22402/33666 [13:54<06:59, 26.83it/s, loss=4.07, v_num=0]
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    Epoch 0:  67%|██████▋   | 22403/33666 [13:55<06:59, 26.83it/s, loss=4.05, v_num=0]
    Epoch 0:  67%|██████▋   | 22404/33666 [13:55<06:59, 26.83it/s, loss=4.05, v_num=0]
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    Epoch 0:  67%|██████▋   | 22405/33666 [13:55<06:59, 26.83it/s, loss=4.06, v_num=0]
    Epoch 0:  67%|██████▋   | 22405/33666 [13:55<06:59, 26.83it/s, loss=4.12, v_num=0]
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    Epoch 0:  67%|██████▋   | 22406/33666 [13:55<06:59, 26.83it/s, loss=4.07, v_num=0]
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    Epoch 0:  67%|██████▋   | 22407/33666 [13:55<06:59, 26.83it/s, loss=4.12, v_num=0]
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    Epoch 0:  67%|██████▋   | 22408/33666 [13:55<06:59, 26.83it/s, loss=4.14, v_num=0]
    Epoch 0:  67%|██████▋   | 22409/33666 [13:55<06:59, 26.83it/s, loss=4.14, v_num=0]
    Epoch 0:  67%|██████▋   | 22409/33666 [13:55<06:59, 26.83it/s, loss=4.18, v_num=0]
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    Epoch 0:  67%|██████▋   | 22410/33666 [13:55<06:59, 26.83it/s, loss=4.19, v_num=0]
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    Epoch 0:  67%|██████▋   | 22411/33666 [13:55<06:59, 26.83it/s, loss=4.26, v_num=0]
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    Epoch 0:  67%|██████▋   | 22412/33666 [13:55<06:59, 26.83it/s, loss=4.25, v_num=0]
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    Epoch 0:  67%|██████▋   | 22413/33666 [13:55<06:59, 26.83it/s, loss=4.27, v_num=0]
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    Epoch 0:  67%|██████▋   | 22414/33666 [13:55<06:59, 26.83it/s, loss=4.24, v_num=0]
    Epoch 0:  67%|██████▋   | 22415/33666 [13:55<06:59, 26.83it/s, loss=4.24, v_num=0]
    Epoch 0:  67%|██████▋   | 22415/33666 [13:55<06:59, 26.83it/s, loss=4.24, v_num=0]
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    Epoch 0:  67%|██████▋   | 22416/33666 [13:55<06:59, 26.83it/s, loss=4.26, v_num=0]
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    Epoch 0:  67%|██████▋   | 22417/33666 [13:55<06:59, 26.83it/s, loss=4.26, v_num=0]
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    Epoch 0:  67%|██████▋   | 22418/33666 [13:55<06:59, 26.83it/s, loss=4.24, v_num=0]
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    Epoch 0:  67%|██████▋   | 22419/33666 [13:55<06:59, 26.83it/s, loss=4.24, v_num=0]
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    Epoch 0:  67%|██████▋   | 22420/33666 [13:55<06:59, 26.83it/s, loss=4.24, v_num=0]
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    Epoch 0:  67%|██████▋   | 22421/33666 [13:55<06:59, 26.83it/s, loss=4.18, v_num=0]
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    Epoch 0:  67%|██████▋   | 22422/33666 [13:55<06:59, 26.83it/s, loss=4.18, v_num=0]
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    Epoch 0:  67%|██████▋   | 22423/33666 [13:55<06:59, 26.83it/s, loss=4.21, v_num=0]
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    Epoch 0:  67%|██████▋   | 22424/33666 [13:55<06:59, 26.83it/s, loss=4.21, v_num=0]
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    Epoch 0:  67%|██████▋   | 22425/33666 [13:55<06:58, 26.83it/s, loss=4.16, v_num=0]
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    Epoch 0:  67%|██████▋   | 22426/33666 [13:55<06:58, 26.83it/s, loss=4.19, v_num=0]
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    Epoch 0:  67%|██████▋   | 22427/33666 [13:55<06:58, 26.83it/s, loss=4.19, v_num=0]
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    Epoch 0:  67%|██████▋   | 22428/33666 [13:55<06:58, 26.83it/s, loss=4.22, v_num=0]
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    Epoch 0:  67%|██████▋   | 22429/33666 [13:56<06:58, 26.83it/s, loss=4.25, v_num=0]
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    Epoch 0:  67%|██████▋   | 22430/33666 [13:56<06:58, 26.83it/s, loss=4.29, v_num=0]
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    Epoch 0:  67%|██████▋   | 22431/33666 [13:56<06:58, 26.83it/s, loss=4.25, v_num=0]
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    Epoch 0:  67%|██████▋   | 22432/33666 [13:56<06:58, 26.83it/s, loss=4.26, v_num=0]
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    Epoch 0:  67%|██████▋   | 22434/33666 [13:56<06:58, 26.83it/s, loss=4.32, v_num=0]
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    Epoch 0:  67%|██████▋   | 22435/33666 [13:56<06:58, 26.83it/s, loss=4.32, v_num=0]
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    Epoch 0:  67%|██████▋   | 22436/33666 [13:56<06:58, 26.83it/s, loss=4.34, v_num=0]
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    Epoch 0:  67%|██████▋   | 22438/33666 [13:56<06:58, 26.83it/s, loss=4.37, v_num=0]
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    Epoch 0:  67%|██████▋   | 22439/33666 [13:56<06:58, 26.83it/s, loss=4.31, v_num=0]
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    Epoch 0:  67%|██████▋   | 22440/33666 [13:56<06:58, 26.83it/s, loss=4.31, v_num=0]
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    Epoch 0:  67%|██████▋   | 22441/33666 [13:56<06:58, 26.83it/s, loss=4.32, v_num=0]
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    Epoch 0:  67%|██████▋   | 22442/33666 [13:56<06:58, 26.83it/s, loss=4.37, v_num=0]
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    Epoch 0:  67%|██████▋   | 22454/33666 [13:56<06:57, 26.83it/s, loss=4.23, v_num=0]
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    Epoch 0:  67%|██████▋   | 22459/33666 [13:57<06:57, 26.83it/s, loss=4.29, v_num=0]
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    Epoch 0:  67%|██████▋   | 22460/33666 [13:57<06:57, 26.83it/s, loss=4.31, v_num=0]
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    Epoch 0:  67%|██████▋   | 22463/33666 [13:57<06:57, 26.83it/s, loss=4.3, v_num=0]
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    Epoch 0:  67%|██████▋   | 22464/33666 [13:57<06:57, 26.83it/s, loss=4.27, v_num=0]
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    Epoch 0:  67%|██████▋   | 22465/33666 [13:57<06:57, 26.83it/s, loss=4.28, v_num=0]
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    Epoch 0:  67%|██████▋   | 22466/33666 [13:57<06:57, 26.83it/s, loss=4.31, v_num=0]
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    Epoch 0:  67%|██████▋   | 22467/33666 [13:57<06:57, 26.83it/s, loss=4.34, v_num=0]
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    Epoch 0:  67%|██████▋   | 22468/33666 [13:57<06:57, 26.83it/s, loss=4.33, v_num=0]
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    Epoch 0:  67%|██████▋   | 22470/33666 [13:57<06:57, 26.83it/s, loss=4.27, v_num=0]
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    Epoch 0:  67%|██████▋   | 22471/33666 [13:57<06:57, 26.83it/s, loss=4.33, v_num=0]
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    Epoch 0:  67%|██████▋   | 22472/33666 [13:57<06:57, 26.83it/s, loss=4.37, v_num=0]
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    Epoch 0:  67%|██████▋   | 22473/33666 [13:57<06:57, 26.83it/s, loss=4.4, v_num=0] 
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    Epoch 0:  67%|██████▋   | 22475/33666 [13:57<06:57, 26.83it/s, loss=4.38, v_num=0]
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    Epoch 0:  67%|██████▋   | 22477/33666 [13:57<06:57, 26.83it/s, loss=4.35, v_num=0]
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    Epoch 0:  67%|██████▋   | 22478/33666 [13:57<06:57, 26.83it/s, loss=4.38, v_num=0]
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    Epoch 0:  67%|██████▋   | 22479/33666 [13:57<06:56, 26.83it/s, loss=4.36, v_num=0]
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    Epoch 0:  67%|██████▋   | 22481/33666 [13:57<06:56, 26.83it/s, loss=4.37, v_num=0]
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    Epoch 0:  67%|██████▋   | 22483/33666 [13:58<06:56, 26.83it/s, loss=4.3, v_num=0] 
    Epoch 0:  67%|██████▋   | 22484/33666 [13:58<06:56, 26.83it/s, loss=4.3, v_num=0]
    Epoch 0:  67%|██████▋   | 22484/33666 [13:58<06:56, 26.83it/s, loss=4.29, v_num=0]
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    Epoch 0:  67%|██████▋   | 22485/33666 [13:58<06:56, 26.83it/s, loss=4.28, v_num=0]
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    Epoch 0:  67%|██████▋   | 22486/33666 [13:58<06:56, 26.83it/s, loss=4.3, v_num=0] 
    Epoch 0:  67%|██████▋   | 22487/33666 [13:58<06:56, 26.83it/s, loss=4.3, v_num=0]
    Epoch 0:  67%|██████▋   | 22487/33666 [13:58<06:56, 26.83it/s, loss=4.26, v_num=0]
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    Epoch 0:  67%|██████▋   | 22488/33666 [13:58<06:56, 26.83it/s, loss=4.26, v_num=0]
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    Epoch 0:  67%|██████▋   | 22489/33666 [13:58<06:56, 26.83it/s, loss=4.26, v_num=0]
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    Epoch 0:  67%|██████▋   | 22490/33666 [13:58<06:56, 26.83it/s, loss=4.27, v_num=0]
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    Epoch 0:  67%|██████▋   | 22491/33666 [13:58<06:56, 26.83it/s, loss=4.23, v_num=0]
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    Epoch 0:  67%|██████▋   | 22493/33666 [13:58<06:56, 26.83it/s, loss=4.16, v_num=0]
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    Epoch 0:  67%|██████▋   | 22494/33666 [13:58<06:56, 26.83it/s, loss=4.12, v_num=0]
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    Epoch 0:  67%|██████▋   | 22495/33666 [13:58<06:56, 26.83it/s, loss=4.18, v_num=0]
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    Epoch 0:  67%|██████▋   | 22496/33666 [13:58<06:56, 26.83it/s, loss=4.13, v_num=0]
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    Epoch 0:  67%|██████▋   | 22497/33666 [13:58<06:56, 26.83it/s, loss=4.11, v_num=0]
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    Epoch 0:  67%|██████▋   | 22498/33666 [13:58<06:56, 26.83it/s, loss=4, v_num=0]   
    Epoch 0:  67%|██████▋   | 22499/33666 [13:58<06:56, 26.83it/s, loss=4, v_num=0]
    Epoch 0:  67%|██████▋   | 22499/33666 [13:58<06:56, 26.83it/s, loss=4.07, v_num=0]
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    Epoch 0:  67%|██████▋   | 22500/33666 [13:58<06:56, 26.83it/s, loss=4.06, v_num=0]
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    Epoch 0:  67%|██████▋   | 22501/33666 [13:58<06:56, 26.83it/s, loss=4.05, v_num=0]
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    Epoch 0:  67%|██████▋   | 22502/33666 [13:58<06:56, 26.83it/s, loss=4.07, v_num=0]
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    Epoch 0:  67%|██████▋   | 22503/33666 [13:58<06:56, 26.83it/s, loss=4.1, v_num=0] 
    Epoch 0:  67%|██████▋   | 22504/33666 [13:58<06:56, 26.83it/s, loss=4.1, v_num=0]
    Epoch 0:  67%|██████▋   | 22504/33666 [13:58<06:56, 26.83it/s, loss=4.1, v_num=0]
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    Epoch 0:  67%|██████▋   | 22505/33666 [13:58<06:56, 26.83it/s, loss=4.12, v_num=0]
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    Epoch 0:  67%|██████▋   | 22506/33666 [13:58<06:56, 26.83it/s, loss=4.09, v_num=0]
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    Epoch 0:  67%|██████▋   | 22507/33666 [13:58<06:55, 26.83it/s, loss=4.12, v_num=0]
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    Epoch 0:  67%|██████▋   | 22508/33666 [13:59<06:55, 26.83it/s, loss=4.12, v_num=0]
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    Epoch 0:  67%|██████▋   | 22509/33666 [13:59<06:55, 26.83it/s, loss=4.16, v_num=0]
    Epoch 0:  67%|██████▋   | 22510/33666 [13:59<06:55, 26.83it/s, loss=4.16, v_num=0]
    Epoch 0:  67%|██████▋   | 22510/33666 [13:59<06:55, 26.83it/s, loss=4.15, v_num=0]
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    Epoch 0:  67%|██████▋   | 22511/33666 [13:59<06:55, 26.83it/s, loss=4.16, v_num=0]
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    Epoch 0:  67%|██████▋   | 22512/33666 [13:59<06:55, 26.83it/s, loss=4.2, v_num=0] 
    Epoch 0:  67%|██████▋   | 22513/33666 [13:59<06:55, 26.83it/s, loss=4.2, v_num=0]
    Epoch 0:  67%|██████▋   | 22513/33666 [13:59<06:55, 26.83it/s, loss=4.2, v_num=0]
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    Epoch 0:  67%|██████▋   | 22514/33666 [13:59<06:55, 26.83it/s, loss=4.26, v_num=0]
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    Epoch 0:  67%|██████▋   | 22515/33666 [13:59<06:55, 26.83it/s, loss=4.22, v_num=0]
    Epoch 0:  67%|██████▋   | 22516/33666 [13:59<06:55, 26.83it/s, loss=4.22, v_num=0]
    Epoch 0:  67%|██████▋   | 22516/33666 [13:59<06:55, 26.83it/s, loss=4.23, v_num=0]
    Epoch 0:  67%|██████▋   | 22517/33666 [13:59<06:55, 26.83it/s, loss=4.23, v_num=0]
    Epoch 0:  67%|██████▋   | 22517/33666 [13:59<06:55, 26.83it/s, loss=4.22, v_num=0]
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    Epoch 0:  67%|██████▋   | 22518/33666 [13:59<06:55, 26.83it/s, loss=4.35, v_num=0]
    Epoch 0:  67%|██████▋   | 22519/33666 [13:59<06:55, 26.83it/s, loss=4.35, v_num=0]
    Epoch 0:  67%|██████▋   | 22519/33666 [13:59<06:55, 26.83it/s, loss=4.29, v_num=0]
    Epoch 0:  67%|██████▋   | 22520/33666 [13:59<06:55, 26.83it/s, loss=4.29, v_num=0]
    Epoch 0:  67%|██████▋   | 22520/33666 [13:59<06:55, 26.83it/s, loss=4.31, v_num=0]
    Epoch 0:  67%|██████▋   | 22521/33666 [13:59<06:55, 26.83it/s, loss=4.31, v_num=0]
    Epoch 0:  67%|██████▋   | 22521/33666 [13:59<06:55, 26.83it/s, loss=4.35, v_num=0]
    Epoch 0:  67%|██████▋   | 22522/33666 [13:59<06:55, 26.83it/s, loss=4.35, v_num=0]
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    Epoch 0:  67%|██████▋   | 22538/33666 [14:00<06:54, 26.83it/s, loss=4.21, v_num=0]
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    Epoch 0:  67%|██████▋   | 22539/33666 [14:00<06:54, 26.83it/s, loss=4.17, v_num=0]
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    Epoch 0:  67%|██████▋   | 22543/33666 [14:00<06:54, 26.83it/s, loss=4.1, v_num=0] 
    Epoch 0:  67%|██████▋   | 22544/33666 [14:00<06:54, 26.83it/s, loss=4.1, v_num=0]
    Epoch 0:  67%|██████▋   | 22544/33666 [14:00<06:54, 26.83it/s, loss=4.05, v_num=0]
    Epoch 0:  67%|██████▋   | 22545/33666 [14:00<06:54, 26.83it/s, loss=4.05, v_num=0]
    Epoch 0:  67%|██████▋   | 22545/33666 [14:00<06:54, 26.83it/s, loss=4.09, v_num=0]
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    Epoch 0:  67%|██████▋   | 22546/33666 [14:00<06:54, 26.83it/s, loss=4.07, v_num=0]
    Epoch 0:  67%|██████▋   | 22547/33666 [14:00<06:54, 26.83it/s, loss=4.07, v_num=0]
    Epoch 0:  67%|██████▋   | 22547/33666 [14:00<06:54, 26.83it/s, loss=4, v_num=0]   
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    Epoch 0:  67%|██████▋   | 22548/33666 [14:00<06:54, 26.83it/s, loss=4, v_num=0]
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    Epoch 0:  67%|██████▋   | 22549/33666 [14:00<06:54, 26.83it/s, loss=3.98, v_num=0]
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    Epoch 0:  67%|██████▋   | 22550/33666 [14:00<06:54, 26.83it/s, loss=3.92, v_num=0]
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    Epoch 0:  67%|██████▋   | 22551/33666 [14:00<06:54, 26.83it/s, loss=3.94, v_num=0]
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    Epoch 0:  67%|██████▋   | 22552/33666 [14:00<06:54, 26.83it/s, loss=3.88, v_num=0]
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    Epoch 0:  67%|██████▋   | 22554/33666 [14:00<06:54, 26.83it/s, loss=3.89, v_num=0]
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    Epoch 0:  67%|██████▋   | 22558/33666 [14:00<06:54, 26.83it/s, loss=3.88, v_num=0]
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    Epoch 0:  67%|██████▋   | 22559/33666 [14:00<06:54, 26.83it/s, loss=3.93, v_num=0]
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    Epoch 0:  67%|██████▋   | 22560/33666 [14:00<06:54, 26.83it/s, loss=3.88, v_num=0]
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    Epoch 0:  67%|██████▋   | 22561/33666 [14:01<06:53, 26.83it/s, loss=3.91, v_num=0]
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    Epoch 0:  67%|██████▋   | 22562/33666 [14:01<06:53, 26.83it/s, loss=3.99, v_num=0]
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    Epoch 0:  67%|██████▋   | 22563/33666 [14:01<06:53, 26.83it/s, loss=4, v_num=0]   
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    Epoch 0:  67%|██████▋   | 22564/33666 [14:01<06:53, 26.83it/s, loss=4.09, v_num=0]
    Epoch 0:  67%|██████▋   | 22565/33666 [14:01<06:53, 26.83it/s, loss=4.09, v_num=0]
    Epoch 0:  67%|██████▋   | 22565/33666 [14:01<06:53, 26.83it/s, loss=4.08, v_num=0]
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    Epoch 0:  67%|██████▋   | 22566/33666 [14:01<06:53, 26.83it/s, loss=4.1, v_num=0] 
    Epoch 0:  67%|██████▋   | 22567/33666 [14:01<06:53, 26.83it/s, loss=4.1, v_num=0]
    Epoch 0:  67%|██████▋   | 22567/33666 [14:01<06:53, 26.83it/s, loss=4.18, v_num=0]
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    Epoch 0:  67%|██████▋   | 22568/33666 [14:01<06:53, 26.83it/s, loss=4.18, v_num=0]
    Epoch 0:  67%|██████▋   | 22569/33666 [14:01<06:53, 26.83it/s, loss=4.18, v_num=0]
    Epoch 0:  67%|██████▋   | 22569/33666 [14:01<06:53, 26.83it/s, loss=4.17, v_num=0]
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    Epoch 0:  67%|██████▋   | 22570/33666 [14:01<06:53, 26.83it/s, loss=4.25, v_num=0]
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    Epoch 0:  67%|██████▋   | 22571/33666 [14:01<06:53, 26.83it/s, loss=4.23, v_num=0]
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    Epoch 0:  67%|██████▋   | 22573/33666 [14:01<06:53, 26.83it/s, loss=4.29, v_num=0]
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    Epoch 0:  67%|██████▋   | 22575/33666 [14:01<06:53, 26.83it/s, loss=4.26, v_num=0]
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    Epoch 0:  67%|██████▋   | 22576/33666 [14:01<06:53, 26.83it/s, loss=4.25, v_num=0]
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    Epoch 0:  67%|██████▋   | 22577/33666 [14:01<06:53, 26.83it/s, loss=4.21, v_num=0]
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    Epoch 0:  67%|██████▋   | 22578/33666 [14:01<06:53, 26.83it/s, loss=4.22, v_num=0]
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    Epoch 0:  67%|██████▋   | 22579/33666 [14:01<06:53, 26.83it/s, loss=4.24, v_num=0]
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    Epoch 0:  67%|██████▋   | 22580/33666 [14:01<06:53, 26.83it/s, loss=4.24, v_num=0]
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    Epoch 0:  67%|██████▋   | 22581/33666 [14:01<06:53, 26.83it/s, loss=4.23, v_num=0]
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    Epoch 0:  67%|██████▋   | 22582/33666 [14:01<06:53, 26.83it/s, loss=4.2, v_num=0] 
    Epoch 0:  67%|██████▋   | 22583/33666 [14:01<06:53, 26.83it/s, loss=4.2, v_num=0]
    Epoch 0:  67%|██████▋   | 22583/33666 [14:01<06:53, 26.83it/s, loss=4.24, v_num=0]
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    Epoch 0:  67%|██████▋   | 22584/33666 [14:01<06:53, 26.83it/s, loss=4.21, v_num=0]
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    Epoch 0:  67%|██████▋   | 22585/33666 [14:01<06:53, 26.83it/s, loss=4.22, v_num=0]
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    Epoch 0:  67%|██████▋   | 22586/33666 [14:01<06:53, 26.83it/s, loss=4.23, v_num=0]
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    Epoch 0:  67%|██████▋   | 22587/33666 [14:01<06:52, 26.83it/s, loss=4.18, v_num=0]
    Epoch 0:  67%|██████▋   | 22588/33666 [14:02<06:52, 26.83it/s, loss=4.18, v_num=0]
    Epoch 0:  67%|██████▋   | 22588/33666 [14:02<06:52, 26.83it/s, loss=4.12, v_num=0]
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    Epoch 0:  67%|██████▋   | 22589/33666 [14:02<06:52, 26.83it/s, loss=4.16, v_num=0]
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    Epoch 0:  67%|██████▋   | 22590/33666 [14:02<06:52, 26.83it/s, loss=4.1, v_num=0] 
    Epoch 0:  67%|██████▋   | 22591/33666 [14:02<06:52, 26.83it/s, loss=4.1, v_num=0]
    Epoch 0:  67%|██████▋   | 22591/33666 [14:02<06:52, 26.83it/s, loss=4.12, v_num=0]
    Epoch 0:  67%|██████▋   | 22592/33666 [14:02<06:52, 26.83it/s, loss=4.12, v_num=0]
    Epoch 0:  67%|██████▋   | 22592/33666 [14:02<06:52, 26.83it/s, loss=4.18, v_num=0]
    Epoch 0:  67%|██████▋   | 22593/33666 [14:02<06:52, 26.83it/s, loss=4.18, v_num=0]
    Epoch 0:  67%|██████▋   | 22593/33666 [14:02<06:52, 26.83it/s, loss=4.17, v_num=0]
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    Epoch 0:  67%|██████▋   | 22594/33666 [14:02<06:52, 26.83it/s, loss=4.2, v_num=0] 
    Epoch 0:  67%|██████▋   | 22595/33666 [14:02<06:52, 26.83it/s, loss=4.2, v_num=0]
    Epoch 0:  67%|██████▋   | 22595/33666 [14:02<06:52, 26.83it/s, loss=4.21, v_num=0]
    Epoch 0:  67%|██████▋   | 22596/33666 [14:02<06:52, 26.83it/s, loss=4.21, v_num=0]
    Epoch 0:  67%|██████▋   | 22596/33666 [14:02<06:52, 26.83it/s, loss=4.19, v_num=0]
    Epoch 0:  67%|██████▋   | 22597/33666 [14:02<06:52, 26.83it/s, loss=4.19, v_num=0]
    Epoch 0:  67%|██████▋   | 22597/33666 [14:02<06:52, 26.83it/s, loss=4.21, v_num=0]
    Epoch 0:  67%|██████▋   | 22598/33666 [14:02<06:52, 26.83it/s, loss=4.21, v_num=0]
    Epoch 0:  67%|██████▋   | 22598/33666 [14:02<06:52, 26.83it/s, loss=4.24, v_num=0]
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    Epoch 0:  67%|██████▋   | 22599/33666 [14:02<06:52, 26.83it/s, loss=4.21, v_num=0]
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    Epoch 0:  67%|██████▋   | 22600/33666 [14:02<06:52, 26.83it/s, loss=4.21, v_num=0]
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    Epoch 0:  67%|██████▋   | 22647/33666 [14:04<06:50, 26.83it/s, loss=4.15, v_num=0]
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    Epoch 0:  67%|██████▋   | 22652/33666 [14:04<06:50, 26.82it/s, loss=4.24, v_num=0]
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    Epoch 0:  67%|██████▋   | 22653/33666 [14:04<06:50, 26.82it/s, loss=4.2, v_num=0] 
    Epoch 0:  67%|██████▋   | 22654/33666 [14:04<06:50, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  67%|██████▋   | 22654/33666 [14:04<06:50, 26.82it/s, loss=4.18, v_num=0]
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    Epoch 0:  67%|██████▋   | 22655/33666 [14:04<06:50, 26.82it/s, loss=4.15, v_num=0]
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    Epoch 0:  67%|██████▋   | 22657/33666 [14:04<06:50, 26.82it/s, loss=4.16, v_num=0]
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    Epoch 0:  67%|██████▋   | 22658/33666 [14:04<06:50, 26.82it/s, loss=4.13, v_num=0]
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    Epoch 0:  67%|██████▋   | 22659/33666 [14:04<06:50, 26.82it/s, loss=4.17, v_num=0]
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    Epoch 0:  67%|██████▋   | 22660/33666 [14:04<06:50, 26.82it/s, loss=4.18, v_num=0]
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    Epoch 0:  67%|██████▋   | 22661/33666 [14:04<06:50, 26.82it/s, loss=4.15, v_num=0]
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    Epoch 0:  67%|██████▋   | 22663/33666 [14:04<06:50, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  67%|██████▋   | 22664/33666 [14:04<06:50, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  67%|██████▋   | 22664/33666 [14:04<06:50, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  67%|██████▋   | 22665/33666 [14:04<06:50, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  67%|██████▋   | 22665/33666 [14:04<06:50, 26.82it/s, loss=4.14, v_num=0]
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    Epoch 0:  67%|██████▋   | 22668/33666 [14:05<06:49, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  67%|██████▋   | 22669/33666 [14:05<06:49, 26.83it/s, loss=4.19, v_num=0]
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    Epoch 0:  67%|██████▋   | 22670/33666 [14:05<06:49, 26.83it/s, loss=4.08, v_num=0]
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    Epoch 0:  67%|██████▋   | 22671/33666 [14:05<06:49, 26.83it/s, loss=4.07, v_num=0]
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    Epoch 0:  67%|██████▋   | 22674/33666 [14:05<06:49, 26.83it/s, loss=4.19, v_num=0]
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    Epoch 0:  67%|██████▋   | 22675/33666 [14:05<06:49, 26.83it/s, loss=4.18, v_num=0]
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    Epoch 0:  67%|██████▋   | 22697/33666 [14:06<06:48, 26.82it/s, loss=4.36, v_num=0]
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    Epoch 0:  67%|██████▋   | 22699/33666 [14:06<06:48, 26.82it/s, loss=4.37, v_num=0]
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    Epoch 0:  67%|██████▋   | 22715/33666 [14:06<06:48, 26.82it/s, loss=4.11, v_num=0]
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    Epoch 0:  68%|██████▊   | 22799/33666 [14:10<06:45, 26.82it/s, loss=4.27, v_num=0]
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    Epoch 0:  68%|██████▊   | 22801/33666 [14:10<06:45, 26.82it/s, loss=4.27, v_num=0]
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    Epoch 0:  68%|██████▊   | 22805/33666 [14:10<06:44, 26.82it/s, loss=4.25, v_num=0]
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    Epoch 0:  68%|██████▊   | 22810/33666 [14:10<06:44, 26.82it/s, loss=4.15, v_num=0]
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    Epoch 0:  68%|██████▊   | 22811/33666 [14:10<06:44, 26.82it/s, loss=4.19, v_num=0]
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    Epoch 0:  68%|██████▊   | 22812/33666 [14:10<06:44, 26.82it/s, loss=4.15, v_num=0]
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    Epoch 0:  68%|██████▊   | 22818/33666 [14:10<06:44, 26.82it/s, loss=4.28, v_num=0]
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    Epoch 0:  68%|██████▊   | 22819/33666 [14:10<06:44, 26.82it/s, loss=4.3, v_num=0] 
    Epoch 0:  68%|██████▊   | 22820/33666 [14:10<06:44, 26.82it/s, loss=4.3, v_num=0]
    Epoch 0:  68%|██████▊   | 22820/33666 [14:10<06:44, 26.82it/s, loss=4.28, v_num=0]
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    Epoch 0:  68%|██████▊   | 22821/33666 [14:10<06:44, 26.82it/s, loss=4.25, v_num=0]
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    Epoch 0:  68%|██████▊   | 22824/33666 [14:10<06:44, 26.82it/s, loss=4.18, v_num=0]
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    Epoch 0:  68%|██████▊   | 22827/33666 [14:11<06:44, 26.82it/s, loss=4.18, v_num=0]
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    Epoch 0:  68%|██████▊   | 22828/33666 [14:11<06:44, 26.82it/s, loss=4.19, v_num=0]
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    Epoch 0:  68%|██████▊   | 22835/33666 [14:11<06:43, 26.82it/s, loss=4.15, v_num=0]
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    Epoch 0:  68%|██████▊   | 22862/33666 [14:12<06:42, 26.82it/s, loss=4.09, v_num=0]
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    Epoch 0:  68%|██████▊   | 22873/33666 [14:12<06:42, 26.82it/s, loss=4.14, v_num=0]
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    Epoch 0:  68%|██████▊   | 22880/33666 [14:13<06:42, 26.82it/s, loss=4.18, v_num=0]
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    Epoch 0:  68%|██████▊   | 22885/33666 [14:13<06:41, 26.82it/s, loss=4.25, v_num=0]
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    Epoch 0:  68%|██████▊   | 22886/33666 [14:13<06:41, 26.82it/s, loss=4.19, v_num=0]
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    Epoch 0:  68%|██████▊   | 22888/33666 [14:13<06:41, 26.82it/s, loss=4.18, v_num=0]
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    Epoch 0:  68%|██████▊   | 22891/33666 [14:13<06:41, 26.82it/s, loss=4.25, v_num=0]
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    Epoch 0:  68%|██████▊   | 22892/33666 [14:13<06:41, 26.82it/s, loss=4.28, v_num=0]
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    Epoch 0:  68%|██████▊   | 22894/33666 [14:13<06:41, 26.82it/s, loss=4.3, v_num=0] 
    Epoch 0:  68%|██████▊   | 22895/33666 [14:13<06:41, 26.82it/s, loss=4.3, v_num=0]
    Epoch 0:  68%|██████▊   | 22895/33666 [14:13<06:41, 26.82it/s, loss=4.27, v_num=0]
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    Epoch 0:  68%|██████▊   | 22896/33666 [14:13<06:41, 26.82it/s, loss=4.32, v_num=0]
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    Epoch 0:  68%|██████▊   | 22897/33666 [14:13<06:41, 26.82it/s, loss=4.32, v_num=0]
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    Epoch 0:  68%|██████▊   | 22898/33666 [14:13<06:41, 26.82it/s, loss=4.39, v_num=0]
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    Epoch 0:  68%|██████▊   | 22899/33666 [14:13<06:41, 26.82it/s, loss=4.37, v_num=0]
    Epoch 0:  68%|██████▊   | 22900/33666 [14:13<06:41, 26.82it/s, loss=4.37, v_num=0]
    Epoch 0:  68%|██████▊   | 22900/33666 [14:13<06:41, 26.82it/s, loss=4.38, v_num=0]
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    Epoch 0:  68%|██████▊   | 22901/33666 [14:13<06:41, 26.82it/s, loss=4.35, v_num=0]
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    Epoch 0:  68%|██████▊   | 22902/33666 [14:13<06:41, 26.82it/s, loss=4.39, v_num=0]
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    Epoch 0:  68%|██████▊   | 22903/33666 [14:13<06:41, 26.82it/s, loss=4.36, v_num=0]
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    Epoch 0:  68%|██████▊   | 22904/33666 [14:13<06:41, 26.82it/s, loss=4.37, v_num=0]
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    Epoch 0:  68%|██████▊   | 22905/33666 [14:13<06:41, 26.82it/s, loss=4.37, v_num=0]
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    Epoch 0:  68%|██████▊   | 22906/33666 [14:13<06:41, 26.82it/s, loss=4.42, v_num=0]
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    Epoch 0:  68%|██████▊   | 22907/33666 [14:13<06:41, 26.82it/s, loss=4.41, v_num=0]
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    Epoch 0:  68%|██████▊   | 22908/33666 [14:14<06:41, 26.82it/s, loss=4.4, v_num=0] 
    Epoch 0:  68%|██████▊   | 22909/33666 [14:14<06:41, 26.82it/s, loss=4.4, v_num=0]
    Epoch 0:  68%|██████▊   | 22909/33666 [14:14<06:41, 26.82it/s, loss=4.34, v_num=0]
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    Epoch 0:  68%|██████▊   | 22910/33666 [14:14<06:40, 26.82it/s, loss=4.3, v_num=0] 
    Epoch 0:  68%|██████▊   | 22911/33666 [14:14<06:40, 26.82it/s, loss=4.3, v_num=0]
    Epoch 0:  68%|██████▊   | 22911/33666 [14:14<06:40, 26.82it/s, loss=4.22, v_num=0]
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    Epoch 0:  68%|██████▊   | 22912/33666 [14:14<06:40, 26.82it/s, loss=4.18, v_num=0]
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    Epoch 0:  68%|██████▊   | 22913/33666 [14:14<06:40, 26.82it/s, loss=4.15, v_num=0]
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    Epoch 0:  68%|██████▊   | 22915/33666 [14:14<06:40, 26.82it/s, loss=4.22, v_num=0]
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    Epoch 0:  68%|██████▊   | 22916/33666 [14:14<06:40, 26.82it/s, loss=4.21, v_num=0]
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    Epoch 0:  68%|██████▊   | 22954/33666 [14:15<06:39, 26.82it/s, loss=4.2, v_num=0] 
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    Epoch 0:  68%|██████▊   | 22957/33666 [14:15<06:39, 26.82it/s, loss=4.22, v_num=0]
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    Epoch 0:  68%|██████▊   | 22958/33666 [14:15<06:39, 26.82it/s, loss=4.16, v_num=0]
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    Epoch 0:  68%|██████▊   | 22959/33666 [14:15<06:39, 26.82it/s, loss=4.13, v_num=0]
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    Epoch 0:  68%|██████▊   | 22964/33666 [14:16<06:38, 26.82it/s, loss=4.04, v_num=0]
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    Epoch 0:  68%|██████▊   | 22967/33666 [14:16<06:38, 26.83it/s, loss=4.05, v_num=0]
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    Epoch 0:  68%|██████▊   | 22969/33666 [14:16<06:38, 26.83it/s, loss=4, v_num=0]   
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    Epoch 0:  68%|██████▊   | 22970/33666 [14:16<06:38, 26.83it/s, loss=3.96, v_num=0]
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    Epoch 0:  68%|██████▊   | 22971/33666 [14:16<06:38, 26.83it/s, loss=3.92, v_num=0]
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    Epoch 0:  68%|██████▊   | 22973/33666 [14:16<06:38, 26.83it/s, loss=3.9, v_num=0] 
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    Epoch 0:  68%|██████▊   | 22974/33666 [14:16<06:38, 26.83it/s, loss=3.93, v_num=0]
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    Epoch 0:  68%|██████▊   | 22975/33666 [14:16<06:38, 26.83it/s, loss=3.98, v_num=0]
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    Epoch 0:  68%|██████▊   | 22976/33666 [14:16<06:38, 26.83it/s, loss=4, v_num=0]   
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    Epoch 0:  68%|██████▊   | 22979/33666 [14:16<06:38, 26.83it/s, loss=3.95, v_num=0]
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    Epoch 0:  68%|██████▊   | 22980/33666 [14:16<06:38, 26.83it/s, loss=3.95, v_num=0]
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    Epoch 0:  68%|██████▊   | 22988/33666 [14:16<06:38, 26.83it/s, loss=4.02, v_num=0]
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    Epoch 0:  69%|██████▊   | 23070/33666 [14:20<06:35, 26.82it/s, loss=3.97, v_num=0]
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    Epoch 0:  69%|██████▊   | 23071/33666 [14:20<06:34, 26.82it/s, loss=4.04, v_num=0]
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    Epoch 0:  69%|██████▊   | 23094/33666 [14:20<06:34, 26.82it/s, loss=4.04, v_num=0]
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    Epoch 0:  69%|██████▊   | 23117/33666 [14:21<06:33, 26.82it/s, loss=4.4, v_num=0] 
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    Epoch 0:  69%|██████▊   | 23118/33666 [14:21<06:33, 26.82it/s, loss=4.4, v_num=0]
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    Epoch 0:  69%|██████▊   | 23127/33666 [14:22<06:32, 26.82it/s, loss=4.04, v_num=0]
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    Epoch 0:  69%|██████▊   | 23137/33666 [14:22<06:32, 26.82it/s, loss=4.06, v_num=0]
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    Epoch 0:  69%|██████▉   | 23147/33666 [14:22<06:32, 26.82it/s, loss=4.1, v_num=0]
    Epoch 0:  69%|██████▉   | 23147/33666 [14:22<06:32, 26.82it/s, loss=4.16, v_num=0]
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    Epoch 0:  69%|██████▉   | 23151/33666 [14:23<06:32, 26.82it/s, loss=4.09, v_num=0]
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    Epoch 0:  69%|██████▉   | 23201/33666 [14:25<06:30, 26.82it/s, loss=4.34, v_num=0]
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    Epoch 0:  69%|██████▉   | 23215/33666 [14:25<06:29, 26.82it/s, loss=4.3, v_num=0] 
    Epoch 0:  69%|██████▉   | 23216/33666 [14:25<06:29, 26.82it/s, loss=4.3, v_num=0]
    Epoch 0:  69%|██████▉   | 23216/33666 [14:25<06:29, 26.82it/s, loss=4.29, v_num=0]
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    Epoch 0:  69%|██████▉   | 23217/33666 [14:25<06:29, 26.82it/s, loss=4.26, v_num=0]
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    Epoch 0:  69%|██████▉   | 23219/33666 [14:25<06:29, 26.82it/s, loss=4.23, v_num=0]
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    Epoch 0:  69%|██████▉   | 23269/33666 [14:27<06:27, 26.82it/s, loss=4.11, v_num=0]
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    Epoch 0:  69%|██████▉   | 23273/33666 [14:27<06:27, 26.82it/s, loss=4.11, v_num=0]
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    Epoch 0:  69%|██████▉   | 23274/33666 [14:27<06:27, 26.82it/s, loss=4.06, v_num=0]
    Epoch 0:  69%|██████▉   | 23275/33666 [14:27<06:27, 26.82it/s, loss=4.06, v_num=0]
    Epoch 0:  69%|██████▉   | 23275/33666 [14:27<06:27, 26.82it/s, loss=4.09, v_num=0]
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    Epoch 0:  69%|██████▉   | 23278/33666 [14:28<06:27, 26.82it/s, loss=4.08, v_num=0]
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    Epoch 0:  69%|██████▉   | 23279/33666 [14:28<06:27, 26.82it/s, loss=4.06, v_num=0]
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    Epoch 0:  69%|██████▉   | 23280/33666 [14:28<06:27, 26.82it/s, loss=4.07, v_num=0]
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    Epoch 0:  69%|██████▉   | 23281/33666 [14:28<06:27, 26.82it/s, loss=4.05, v_num=0]
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    Epoch 0:  69%|██████▉   | 23283/33666 [14:28<06:27, 26.82it/s, loss=4.07, v_num=0]
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    Epoch 0:  69%|██████▉   | 23284/33666 [14:28<06:27, 26.82it/s, loss=4.06, v_num=0]
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    Epoch 0:  69%|██████▉   | 23285/33666 [14:28<06:27, 26.82it/s, loss=4.13, v_num=0]
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    Epoch 0:  69%|██████▉   | 23286/33666 [14:28<06:27, 26.82it/s, loss=4.13, v_num=0]
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    Epoch 0:  69%|██████▉   | 23287/33666 [14:28<06:27, 26.82it/s, loss=4.14, v_num=0]
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    Epoch 0:  69%|██████▉   | 23288/33666 [14:28<06:26, 26.82it/s, loss=4.15, v_num=0]
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    Epoch 0:  69%|██████▉   | 23291/33666 [14:28<06:26, 26.82it/s, loss=4.19, v_num=0]
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    Epoch 0:  69%|██████▉   | 23292/33666 [14:28<06:26, 26.82it/s, loss=4.14, v_num=0]
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    Epoch 0:  69%|██████▉   | 23293/33666 [14:28<06:26, 26.82it/s, loss=4.13, v_num=0]
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    Epoch 0:  69%|██████▉   | 23295/33666 [14:28<06:26, 26.82it/s, loss=4.14, v_num=0]
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    Epoch 0:  69%|██████▉   | 23296/33666 [14:28<06:26, 26.82it/s, loss=4.11, v_num=0]
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    Epoch 0:  69%|██████▉   | 23298/33666 [14:28<06:26, 26.82it/s, loss=4.18, v_num=0]
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    Epoch 0:  69%|██████▉   | 23299/33666 [14:28<06:26, 26.82it/s, loss=4.15, v_num=0]
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    Epoch 0:  69%|██████▉   | 23305/33666 [14:29<06:26, 26.82it/s, loss=4.05, v_num=0]
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    Epoch 0:  69%|██████▉   | 23349/33666 [14:30<06:24, 26.82it/s, loss=4.1, v_num=0]
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    Epoch 0:  69%|██████▉   | 23351/33666 [14:30<06:24, 26.82it/s, loss=4.12, v_num=0]
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    Epoch 0:  69%|██████▉   | 23352/33666 [14:30<06:24, 26.82it/s, loss=4.1, v_num=0] 
    Epoch 0:  69%|██████▉   | 23353/33666 [14:30<06:24, 26.82it/s, loss=4.1, v_num=0]
    Epoch 0:  69%|██████▉   | 23353/33666 [14:30<06:24, 26.82it/s, loss=4.15, v_num=0]
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    Epoch 0:  69%|██████▉   | 23354/33666 [14:30<06:24, 26.82it/s, loss=4.16, v_num=0]
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    Epoch 0:  69%|██████▉   | 23355/33666 [14:30<06:24, 26.82it/s, loss=4.14, v_num=0]
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    Epoch 0:  69%|██████▉   | 23356/33666 [14:30<06:24, 26.82it/s, loss=4.09, v_num=0]
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    Epoch 0:  69%|██████▉   | 23358/33666 [14:31<06:24, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  69%|██████▉   | 23358/33666 [14:31<06:24, 26.82it/s, loss=4.24, v_num=0]
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    Epoch 0:  69%|██████▉   | 23360/33666 [14:31<06:24, 26.82it/s, loss=4.24, v_num=0]
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    Epoch 0:  69%|██████▉   | 23361/33666 [14:31<06:24, 26.82it/s, loss=4.28, v_num=0]
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    Epoch 0:  69%|██████▉   | 23362/33666 [14:31<06:24, 26.82it/s, loss=4.34, v_num=0]
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    Epoch 0:  69%|██████▉   | 23364/33666 [14:31<06:24, 26.82it/s, loss=4.34, v_num=0]
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    Epoch 0:  69%|██████▉   | 23365/33666 [14:31<06:24, 26.82it/s, loss=4.32, v_num=0]
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    Epoch 0:  69%|██████▉   | 23366/33666 [14:31<06:24, 26.82it/s, loss=4.29, v_num=0]
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    Epoch 0:  69%|██████▉   | 23368/33666 [14:31<06:24, 26.82it/s, loss=4.35, v_num=0]
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    Epoch 0:  69%|██████▉   | 23369/33666 [14:31<06:23, 26.82it/s, loss=4.36, v_num=0]
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    Epoch 0:  69%|██████▉   | 23370/33666 [14:31<06:23, 26.82it/s, loss=4.38, v_num=0]
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    Epoch 0:  69%|██████▉   | 23371/33666 [14:31<06:23, 26.82it/s, loss=4.38, v_num=0]
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    Epoch 0:  69%|██████▉   | 23372/33666 [14:31<06:23, 26.82it/s, loss=4.39, v_num=0]
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    Epoch 0:  69%|██████▉   | 23373/33666 [14:31<06:23, 26.82it/s, loss=4.35, v_num=0]
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    Epoch 0:  69%|██████▉   | 23374/33666 [14:31<06:23, 26.82it/s, loss=4.39, v_num=0]
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    Epoch 0:  69%|██████▉   | 23375/33666 [14:31<06:23, 26.82it/s, loss=4.48, v_num=0]
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    Epoch 0:  69%|██████▉   | 23376/33666 [14:31<06:23, 26.82it/s, loss=4.47, v_num=0]
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    Epoch 0:  69%|██████▉   | 23377/33666 [14:31<06:23, 26.82it/s, loss=4.4, v_num=0] 
    Epoch 0:  69%|██████▉   | 23378/33666 [14:31<06:23, 26.82it/s, loss=4.4, v_num=0]
    Epoch 0:  69%|██████▉   | 23378/33666 [14:31<06:23, 26.82it/s, loss=4.35, v_num=0]
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    Epoch 0:  69%|██████▉   | 23379/33666 [14:31<06:23, 26.82it/s, loss=4.37, v_num=0]
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    Epoch 0:  69%|██████▉   | 23380/33666 [14:31<06:23, 26.82it/s, loss=4.4, v_num=0] 
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    Epoch 0:  69%|██████▉   | 23381/33666 [14:31<06:23, 26.82it/s, loss=4.37, v_num=0]
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    Epoch 0:  69%|██████▉   | 23383/33666 [14:31<06:23, 26.82it/s, loss=4.34, v_num=0]
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    Epoch 0:  69%|██████▉   | 23385/33666 [14:32<06:23, 26.82it/s, loss=4.34, v_num=0]
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    Epoch 0:  69%|██████▉   | 23386/33666 [14:32<06:23, 26.82it/s, loss=4.37, v_num=0]
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    Epoch 0:  69%|██████▉   | 23387/33666 [14:32<06:23, 26.82it/s, loss=4.39, v_num=0]
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    Epoch 0:  69%|██████▉   | 23389/33666 [14:32<06:23, 26.82it/s, loss=4.4, v_num=0] 
    Epoch 0:  69%|██████▉   | 23390/33666 [14:32<06:23, 26.82it/s, loss=4.4, v_num=0]
    Epoch 0:  69%|██████▉   | 23390/33666 [14:32<06:23, 26.82it/s, loss=4.37, v_num=0]
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    Epoch 0:  69%|██████▉   | 23391/33666 [14:32<06:23, 26.82it/s, loss=4.37, v_num=0]
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    Epoch 0:  69%|██████▉   | 23392/33666 [14:32<06:23, 26.82it/s, loss=4.36, v_num=0]
    Epoch 0:  69%|██████▉   | 23393/33666 [14:32<06:23, 26.82it/s, loss=4.36, v_num=0]
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    Epoch 0:  69%|██████▉   | 23394/33666 [14:32<06:23, 26.82it/s, loss=4.35, v_num=0]
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    Epoch 0:  69%|██████▉   | 23395/33666 [14:32<06:23, 26.82it/s, loss=4.25, v_num=0]
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    Epoch 0:  69%|██████▉   | 23396/33666 [14:32<06:22, 26.82it/s, loss=4.23, v_num=0]
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    Epoch 0:  70%|██████▉   | 23398/33666 [14:32<06:22, 26.82it/s, loss=4.25, v_num=0]
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    Epoch 0:  70%|██████▉   | 23399/33666 [14:32<06:22, 26.82it/s, loss=4.26, v_num=0]
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    Epoch 0:  70%|██████▉   | 23406/33666 [14:32<06:22, 26.82it/s, loss=4.03, v_num=0]
    Epoch 0:  70%|██████▉   | 23407/33666 [14:32<06:22, 26.82it/s, loss=4.03, v_num=0]
    Epoch 0:  70%|██████▉   | 23407/33666 [14:32<06:22, 26.82it/s, loss=4.04, v_num=0]
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    Epoch 0:  70%|██████▉   | 23408/33666 [14:32<06:22, 26.82it/s, loss=4.04, v_num=0]
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    Epoch 0:  70%|██████▉   | 23409/33666 [14:32<06:22, 26.82it/s, loss=3.98, v_num=0]
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    Epoch 0:  70%|██████▉   | 23410/33666 [14:32<06:22, 26.82it/s, loss=3.99, v_num=0]
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    Epoch 0:  70%|██████▉   | 23411/33666 [14:32<06:22, 26.82it/s, loss=3.95, v_num=0]
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    Epoch 0:  70%|██████▉   | 23412/33666 [14:33<06:22, 26.82it/s, loss=3.98, v_num=0]
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    Epoch 0:  70%|██████▉   | 23413/33666 [14:33<06:22, 26.82it/s, loss=3.94, v_num=0]
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    Epoch 0:  70%|██████▉   | 23414/33666 [14:33<06:22, 26.82it/s, loss=3.95, v_num=0]
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    Epoch 0:  70%|██████▉   | 23415/33666 [14:33<06:22, 26.82it/s, loss=3.98, v_num=0]
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    Epoch 0:  70%|██████▉   | 23416/33666 [14:33<06:22, 26.82it/s, loss=3.99, v_num=0]
    Epoch 0:  70%|██████▉   | 23417/33666 [14:33<06:22, 26.82it/s, loss=3.99, v_num=0]
    Epoch 0:  70%|██████▉   | 23417/33666 [14:33<06:22, 26.82it/s, loss=4, v_num=0]   
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    Epoch 0:  70%|██████▉   | 23418/33666 [14:33<06:22, 26.82it/s, loss=4.05, v_num=0]
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    Epoch 0:  70%|██████▉   | 23419/33666 [14:33<06:22, 26.82it/s, loss=4.05, v_num=0]
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    Epoch 0:  70%|██████▉   | 23420/33666 [14:33<06:22, 26.82it/s, loss=4.06, v_num=0]
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    Epoch 0:  70%|██████▉   | 23421/33666 [14:33<06:22, 26.82it/s, loss=4.09, v_num=0]
    Epoch 0:  70%|██████▉   | 23422/33666 [14:33<06:21, 26.82it/s, loss=4.09, v_num=0]
    Epoch 0:  70%|██████▉   | 23422/33666 [14:33<06:21, 26.82it/s, loss=4.13, v_num=0]
    Epoch 0:  70%|██████▉   | 23423/33666 [14:33<06:21, 26.82it/s, loss=4.13, v_num=0]
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    Epoch 0:  70%|██████▉   | 23424/33666 [14:33<06:21, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  70%|██████▉   | 23425/33666 [14:33<06:21, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  70%|██████▉   | 23425/33666 [14:33<06:21, 26.82it/s, loss=4.23, v_num=0]
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    Epoch 0:  70%|██████▉   | 23426/33666 [14:33<06:21, 26.82it/s, loss=4.24, v_num=0]
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    Epoch 0:  70%|██████▉   | 23427/33666 [14:33<06:21, 26.82it/s, loss=4.2, v_num=0] 
    Epoch 0:  70%|██████▉   | 23428/33666 [14:33<06:21, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  70%|██████▉   | 23428/33666 [14:33<06:21, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  70%|██████▉   | 23429/33666 [14:33<06:21, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  70%|██████▉   | 23429/33666 [14:33<06:21, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  70%|██████▉   | 23430/33666 [14:33<06:21, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  70%|██████▉   | 23430/33666 [14:33<06:21, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  70%|██████▉   | 23431/33666 [14:33<06:21, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  70%|██████▉   | 23431/33666 [14:33<06:21, 26.82it/s, loss=4.27, v_num=0]
    Epoch 0:  70%|██████▉   | 23432/33666 [14:33<06:21, 26.82it/s, loss=4.27, v_num=0]
    Epoch 0:  70%|██████▉   | 23432/33666 [14:33<06:21, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  70%|██████▉   | 23433/33666 [14:33<06:21, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  70%|██████▉   | 23433/33666 [14:33<06:21, 26.82it/s, loss=4.27, v_num=0]
    Epoch 0:  70%|██████▉   | 23434/33666 [14:33<06:21, 26.82it/s, loss=4.27, v_num=0]
    Epoch 0:  70%|██████▉   | 23434/33666 [14:33<06:21, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  70%|██████▉   | 23435/33666 [14:33<06:21, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  70%|██████▉   | 23435/33666 [14:33<06:21, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  70%|██████▉   | 23436/33666 [14:33<06:21, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  70%|██████▉   | 23436/33666 [14:33<06:21, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  70%|██████▉   | 23437/33666 [14:33<06:21, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  70%|██████▉   | 23437/33666 [14:33<06:21, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  70%|██████▉   | 23438/33666 [14:33<06:21, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  70%|██████▉   | 23438/33666 [14:33<06:21, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  70%|██████▉   | 23439/33666 [14:34<06:21, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  70%|██████▉   | 23439/33666 [14:34<06:21, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  70%|██████▉   | 23440/33666 [14:34<06:21, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  70%|██████▉   | 23440/33666 [14:34<06:21, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  70%|██████▉   | 23441/33666 [14:34<06:21, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  70%|██████▉   | 23441/33666 [14:34<06:21, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  70%|██████▉   | 23442/33666 [14:34<06:21, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  70%|██████▉   | 23442/33666 [14:34<06:21, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  70%|██████▉   | 23443/33666 [14:34<06:21, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  70%|██████▉   | 23443/33666 [14:34<06:21, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  70%|██████▉   | 23444/33666 [14:34<06:21, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  70%|██████▉   | 23444/33666 [14:34<06:21, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  70%|██████▉   | 23445/33666 [14:34<06:21, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  70%|██████▉   | 23445/33666 [14:34<06:21, 26.82it/s, loss=4.08, v_num=0]
    Epoch 0:  70%|██████▉   | 23446/33666 [14:34<06:21, 26.82it/s, loss=4.08, v_num=0]
    Epoch 0:  70%|██████▉   | 23446/33666 [14:34<06:21, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  70%|██████▉   | 23447/33666 [14:34<06:21, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  70%|██████▉   | 23447/33666 [14:34<06:21, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  70%|██████▉   | 23448/33666 [14:34<06:21, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  70%|██████▉   | 23448/33666 [14:34<06:21, 26.82it/s, loss=4.21, v_num=0]
    Epoch 0:  70%|██████▉   | 23449/33666 [14:34<06:20, 26.82it/s, loss=4.21, v_num=0]
    Epoch 0:  70%|██████▉   | 23449/33666 [14:34<06:20, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  70%|██████▉   | 23450/33666 [14:34<06:20, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  70%|██████▉   | 23450/33666 [14:34<06:20, 26.82it/s, loss=4.2, v_num=0] 
    Epoch 0:  70%|██████▉   | 23451/33666 [14:34<06:20, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  70%|██████▉   | 23451/33666 [14:34<06:20, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  70%|██████▉   | 23452/33666 [14:34<06:20, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  70%|██████▉   | 23452/33666 [14:34<06:20, 26.82it/s, loss=4.2, v_num=0] 
    Epoch 0:  70%|██████▉   | 23453/33666 [14:34<06:20, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  70%|██████▉   | 23453/33666 [14:34<06:20, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  70%|██████▉   | 23454/33666 [14:34<06:20, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  70%|██████▉   | 23454/33666 [14:34<06:20, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  70%|██████▉   | 23455/33666 [14:34<06:20, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  70%|██████▉   | 23455/33666 [14:34<06:20, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  70%|██████▉   | 23456/33666 [14:34<06:20, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  70%|██████▉   | 23456/33666 [14:34<06:20, 26.82it/s, loss=4.3, v_num=0] 
    Epoch 0:  70%|██████▉   | 23457/33666 [14:34<06:20, 26.82it/s, loss=4.3, v_num=0]
    Epoch 0:  70%|██████▉   | 23457/33666 [14:34<06:20, 26.82it/s, loss=4.3, v_num=0]
    Epoch 0:  70%|██████▉   | 23458/33666 [14:34<06:20, 26.82it/s, loss=4.3, v_num=0]
    Epoch 0:  70%|██████▉   | 23458/33666 [14:34<06:20, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  70%|██████▉   | 23459/33666 [14:34<06:20, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  70%|██████▉   | 23459/33666 [14:34<06:20, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  70%|██████▉   | 23460/33666 [14:34<06:20, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  70%|██████▉   | 23460/33666 [14:34<06:20, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  70%|██████▉   | 23461/33666 [14:34<06:20, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  70%|██████▉   | 23461/33666 [14:34<06:20, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  70%|██████▉   | 23462/33666 [14:34<06:20, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  70%|██████▉   | 23462/33666 [14:34<06:20, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  70%|██████▉   | 23463/33666 [14:34<06:20, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  70%|██████▉   | 23463/33666 [14:34<06:20, 26.82it/s, loss=4.32, v_num=0]
    Epoch 0:  70%|██████▉   | 23464/33666 [14:34<06:20, 26.82it/s, loss=4.32, v_num=0]
    Epoch 0:  70%|██████▉   | 23464/33666 [14:34<06:20, 26.82it/s, loss=4.32, v_num=0]
    Epoch 0:  70%|██████▉   | 23465/33666 [14:35<06:20, 26.82it/s, loss=4.32, v_num=0]
    Epoch 0:  70%|██████▉   | 23465/33666 [14:35<06:20, 26.82it/s, loss=4.33, v_num=0]
    Epoch 0:  70%|██████▉   | 23466/33666 [14:35<06:20, 26.82it/s, loss=4.33, v_num=0]
    Epoch 0:  70%|██████▉   | 23466/33666 [14:35<06:20, 26.82it/s, loss=4.3, v_num=0] 
    Epoch 0:  70%|██████▉   | 23467/33666 [14:35<06:20, 26.82it/s, loss=4.3, v_num=0]
    Epoch 0:  70%|██████▉   | 23467/33666 [14:35<06:20, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  70%|██████▉   | 23468/33666 [14:35<06:20, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  70%|██████▉   | 23468/33666 [14:35<06:20, 26.82it/s, loss=4.2, v_num=0] 
    Epoch 0:  70%|██████▉   | 23469/33666 [14:35<06:20, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  70%|██████▉   | 23469/33666 [14:35<06:20, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  70%|██████▉   | 23470/33666 [14:35<06:20, 26.82it/s, loss=4.22, v_num=0]
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    Epoch 0:  70%|██████▉   | 23496/33666 [14:36<06:19, 26.82it/s, loss=4.25, v_num=0]
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    Epoch 0:  70%|██████▉   | 23510/33666 [14:36<06:18, 26.82it/s, loss=4.12, v_num=0]
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    Epoch 0:  70%|██████▉   | 23511/33666 [14:36<06:18, 26.82it/s, loss=4.07, v_num=0]
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    Epoch 0:  70%|██████▉   | 23512/33666 [14:36<06:18, 26.82it/s, loss=4.07, v_num=0]
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    Epoch 0:  70%|██████▉   | 23513/33666 [14:36<06:18, 26.82it/s, loss=4.1, v_num=0] 
    Epoch 0:  70%|██████▉   | 23514/33666 [14:36<06:18, 26.82it/s, loss=4.1, v_num=0]
    Epoch 0:  70%|██████▉   | 23514/33666 [14:36<06:18, 26.82it/s, loss=4.09, v_num=0]
    Epoch 0:  70%|██████▉   | 23515/33666 [14:36<06:18, 26.82it/s, loss=4.09, v_num=0]
    Epoch 0:  70%|██████▉   | 23515/33666 [14:36<06:18, 26.82it/s, loss=4.07, v_num=0]
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    Epoch 0:  70%|██████▉   | 23516/33666 [14:36<06:18, 26.82it/s, loss=4.05, v_num=0]
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    Epoch 0:  70%|██████▉   | 23517/33666 [14:36<06:18, 26.82it/s, loss=4.06, v_num=0]
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    Epoch 0:  70%|██████▉   | 23518/33666 [14:37<06:18, 26.82it/s, loss=4.11, v_num=0]
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    Epoch 0:  70%|██████▉   | 23519/33666 [14:37<06:18, 26.82it/s, loss=4.12, v_num=0]
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    Epoch 0:  70%|██████▉   | 23520/33666 [14:37<06:18, 26.82it/s, loss=4.11, v_num=0]
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    Epoch 0:  70%|██████▉   | 23521/33666 [14:37<06:18, 26.82it/s, loss=4.16, v_num=0]
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    Epoch 0:  70%|██████▉   | 23524/33666 [14:37<06:18, 26.82it/s, loss=4.23, v_num=0]
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    Epoch 0:  70%|██████▉   | 23526/33666 [14:37<06:18, 26.82it/s, loss=4.2, v_num=0] 
    Epoch 0:  70%|██████▉   | 23527/33666 [14:37<06:18, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  70%|██████▉   | 23527/33666 [14:37<06:18, 26.82it/s, loss=4.19, v_num=0]
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    Epoch 0:  70%|██████▉   | 23528/33666 [14:37<06:18, 26.82it/s, loss=4.15, v_num=0]
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    Epoch 0:  70%|██████▉   | 23529/33666 [14:37<06:18, 26.82it/s, loss=4.1, v_num=0] 
    Epoch 0:  70%|██████▉   | 23530/33666 [14:37<06:17, 26.82it/s, loss=4.1, v_num=0]
    Epoch 0:  70%|██████▉   | 23530/33666 [14:37<06:17, 26.82it/s, loss=4.09, v_num=0]
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    Epoch 0:  70%|██████▉   | 23534/33666 [14:37<06:17, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  70%|██████▉   | 23534/33666 [14:37<06:17, 26.82it/s, loss=4.2, v_num=0]
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    Epoch 0:  70%|██████▉   | 23535/33666 [14:37<06:17, 26.82it/s, loss=4.25, v_num=0]
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    Epoch 0:  70%|██████▉   | 23540/33666 [14:37<06:17, 26.82it/s, loss=4.28, v_num=0]
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    Epoch 0:  70%|██████▉   | 23542/33666 [14:37<06:17, 26.82it/s, loss=4.25, v_num=0]
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    Epoch 0:  70%|██████▉   | 23546/33666 [14:38<06:17, 26.82it/s, loss=4.23, v_num=0]
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    Epoch 0:  70%|██████▉   | 23547/33666 [14:38<06:17, 26.82it/s, loss=4.25, v_num=0]
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    Epoch 0:  70%|██████▉   | 23549/33666 [14:38<06:17, 26.82it/s, loss=4.3, v_num=0]
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    Epoch 0:  71%|███████   | 23829/33666 [14:48<06:06, 26.81it/s, loss=4.12, v_num=0]
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    Epoch 0:  71%|███████   | 23830/33666 [14:48<06:06, 26.81it/s, loss=4.17, v_num=0]
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    Epoch 0:  71%|███████   | 23839/33666 [14:49<06:06, 26.81it/s, loss=4.18, v_num=0]
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    Epoch 0:  71%|███████   | 23840/33666 [14:49<06:06, 26.81it/s, loss=4.22, v_num=0]
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    Epoch 0:  71%|███████   | 23842/33666 [14:49<06:06, 26.81it/s, loss=4.22, v_num=0]
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    Epoch 0:  71%|███████   | 23844/33666 [14:49<06:06, 26.81it/s, loss=4.2, v_num=0] 
    Epoch 0:  71%|███████   | 23845/33666 [14:49<06:06, 26.81it/s, loss=4.2, v_num=0]
    Epoch 0:  71%|███████   | 23845/33666 [14:49<06:06, 26.81it/s, loss=4.2, v_num=0]
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    Epoch 0:  71%|███████   | 23846/33666 [14:49<06:06, 26.81it/s, loss=4.18, v_num=0]
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    Epoch 0:  71%|███████   | 23847/33666 [14:49<06:06, 26.81it/s, loss=4.16, v_num=0]
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    Epoch 0:  71%|███████   | 23848/33666 [14:49<06:06, 26.81it/s, loss=4.16, v_num=0]
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    Epoch 0:  71%|███████   | 23849/33666 [14:49<06:06, 26.81it/s, loss=4.23, v_num=0]
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    Epoch 0:  71%|███████   | 23850/33666 [14:49<06:06, 26.81it/s, loss=4.16, v_num=0]
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    Epoch 0:  71%|███████   | 23851/33666 [14:49<06:06, 26.81it/s, loss=4.11, v_num=0]
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    Epoch 0:  71%|███████   | 23852/33666 [14:49<06:06, 26.81it/s, loss=4.14, v_num=0]
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    Epoch 0:  71%|███████   | 23853/33666 [14:49<06:05, 26.81it/s, loss=4.09, v_num=0]
    Epoch 0:  71%|███████   | 23854/33666 [14:49<06:05, 26.81it/s, loss=4.09, v_num=0]
    Epoch 0:  71%|███████   | 23854/33666 [14:49<06:05, 26.81it/s, loss=4.11, v_num=0]
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    Epoch 0:  71%|███████   | 23855/33666 [14:49<06:05, 26.81it/s, loss=4.12, v_num=0]
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    Epoch 0:  71%|███████   | 23856/33666 [14:49<06:05, 26.81it/s, loss=4.08, v_num=0]
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    Epoch 0:  71%|███████   | 23857/33666 [14:49<06:05, 26.81it/s, loss=4.04, v_num=0]
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    Epoch 0:  71%|███████   | 23858/33666 [14:49<06:05, 26.81it/s, loss=4.08, v_num=0]
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    Epoch 0:  71%|███████   | 23860/33666 [14:49<06:05, 26.81it/s, loss=4.04, v_num=0]
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    Epoch 0:  71%|███████   | 23861/33666 [14:49<06:05, 26.81it/s, loss=4.05, v_num=0]
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    Epoch 0:  71%|███████   | 23862/33666 [14:49<06:05, 26.81it/s, loss=4.08, v_num=0]
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    Epoch 0:  71%|███████   | 23863/33666 [14:50<06:05, 26.81it/s, loss=4.13, v_num=0]
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    Epoch 0:  71%|███████   | 23864/33666 [14:50<06:05, 26.81it/s, loss=4.16, v_num=0]
    Epoch 0:  71%|███████   | 23865/33666 [14:50<06:05, 26.81it/s, loss=4.16, v_num=0]
    Epoch 0:  71%|███████   | 23865/33666 [14:50<06:05, 26.81it/s, loss=4.17, v_num=0]
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    Epoch 0:  71%|███████   | 23868/33666 [14:50<06:05, 26.81it/s, loss=4.2, v_num=0] 
    Epoch 0:  71%|███████   | 23869/33666 [14:50<06:05, 26.81it/s, loss=4.2, v_num=0]
    Epoch 0:  71%|███████   | 23869/33666 [14:50<06:05, 26.81it/s, loss=4.2, v_num=0]
    Epoch 0:  71%|███████   | 23870/33666 [14:50<06:05, 26.81it/s, loss=4.2, v_num=0]
    Epoch 0:  71%|███████   | 23870/33666 [14:50<06:05, 26.81it/s, loss=4.21, v_num=0]
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    Epoch 0:  71%|███████   | 23909/33666 [14:51<06:03, 26.81it/s, loss=4.25, v_num=0]
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    Epoch 0:  71%|███████   | 23910/33666 [14:51<06:03, 26.81it/s, loss=4.28, v_num=0]
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    Epoch 0:  71%|███████   | 23911/33666 [14:51<06:03, 26.81it/s, loss=4.29, v_num=0]
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    Epoch 0:  71%|███████   | 23912/33666 [14:51<06:03, 26.81it/s, loss=4.26, v_num=0]
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    Epoch 0:  71%|███████   | 23913/33666 [14:51<06:03, 26.81it/s, loss=4.23, v_num=0]
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    Epoch 0:  71%|███████   | 23915/33666 [14:51<06:03, 26.81it/s, loss=4.15, v_num=0]
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    Epoch 0:  71%|███████   | 23917/33666 [14:52<06:03, 26.81it/s, loss=4.2, v_num=0] 
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    Epoch 0:  71%|███████   | 23918/33666 [14:52<06:03, 26.81it/s, loss=4.24, v_num=0]
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    Epoch 0:  71%|███████   | 23919/33666 [14:52<06:03, 26.81it/s, loss=4.26, v_num=0]
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    Epoch 0:  71%|███████   | 23920/33666 [14:52<06:03, 26.81it/s, loss=4.27, v_num=0]
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    Epoch 0:  71%|███████   | 23921/33666 [14:52<06:03, 26.81it/s, loss=4.29, v_num=0]
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    Epoch 0:  71%|███████   | 23924/33666 [14:52<06:03, 26.81it/s, loss=4.26, v_num=0]
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    Epoch 0:  71%|███████   | 23926/33666 [14:52<06:03, 26.81it/s, loss=4.28, v_num=0]
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    Epoch 0:  71%|███████   | 23927/33666 [14:52<06:03, 26.81it/s, loss=4.28, v_num=0]
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    Epoch 0:  71%|███████   | 23928/33666 [14:52<06:03, 26.81it/s, loss=4.26, v_num=0]
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    Epoch 0:  71%|███████   | 23929/33666 [14:52<06:03, 26.81it/s, loss=4.26, v_num=0]
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    Epoch 0:  71%|███████   | 23930/33666 [14:52<06:03, 26.81it/s, loss=4.23, v_num=0]
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    Epoch 0:  71%|███████   | 23931/33666 [14:52<06:03, 26.81it/s, loss=4.25, v_num=0]
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    Epoch 0:  71%|███████   | 23932/33666 [14:52<06:03, 26.81it/s, loss=4.28, v_num=0]
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    Epoch 0:  71%|███████   | 23934/33666 [14:52<06:02, 26.81it/s, loss=4.34, v_num=0]
    Epoch 0:  71%|███████   | 23935/33666 [14:52<06:02, 26.81it/s, loss=4.34, v_num=0]
    Epoch 0:  71%|███████   | 23935/33666 [14:52<06:02, 26.81it/s, loss=4.32, v_num=0]
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    Epoch 0:  71%|███████   | 23936/33666 [14:52<06:02, 26.81it/s, loss=4.28, v_num=0]
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    Epoch 0:  71%|███████   | 23937/33666 [14:52<06:02, 26.81it/s, loss=4.28, v_num=0]
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    Epoch 0:  71%|███████   | 23938/33666 [14:52<06:02, 26.81it/s, loss=4.26, v_num=0]
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    Epoch 0:  71%|███████   | 23939/33666 [14:52<06:02, 26.81it/s, loss=4.26, v_num=0]
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    Epoch 0:  71%|███████   | 23940/33666 [14:52<06:02, 26.81it/s, loss=4.27, v_num=0]
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    Epoch 0:  71%|███████   | 23941/33666 [14:52<06:02, 26.81it/s, loss=4.24, v_num=0]
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    Epoch 0:  71%|███████   | 23943/33666 [14:53<06:02, 26.81it/s, loss=4.28, v_num=0]
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    Epoch 0:  71%|███████   | 23944/33666 [14:53<06:02, 26.81it/s, loss=4.26, v_num=0]
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    Epoch 0:  71%|███████   | 23945/33666 [14:53<06:02, 26.81it/s, loss=4.23, v_num=0]
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    Epoch 0:  71%|███████   | 23946/33666 [14:53<06:02, 26.81it/s, loss=4.23, v_num=0]
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    Epoch 0:  71%|███████   | 23947/33666 [14:53<06:02, 26.81it/s, loss=4.2, v_num=0] 
    Epoch 0:  71%|███████   | 23948/33666 [14:53<06:02, 26.81it/s, loss=4.2, v_num=0]
    Epoch 0:  71%|███████   | 23948/33666 [14:53<06:02, 26.81it/s, loss=4.21, v_num=0]
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    Epoch 0:  71%|███████   | 23949/33666 [14:53<06:02, 26.81it/s, loss=4.26, v_num=0]
    Epoch 0:  71%|███████   | 23950/33666 [14:53<06:02, 26.81it/s, loss=4.26, v_num=0]
    Epoch 0:  71%|███████   | 23950/33666 [14:53<06:02, 26.81it/s, loss=4.25, v_num=0]
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    Epoch 0:  71%|███████   | 23972/33666 [14:54<06:01, 26.81it/s, loss=4.18, v_num=0]
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    Epoch 0:  71%|███████   | 23973/33666 [14:54<06:01, 26.81it/s, loss=4.13, v_num=0]
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    Epoch 0:  71%|███████   | 23974/33666 [14:54<06:01, 26.81it/s, loss=4.11, v_num=0]
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    Epoch 0:  71%|███████   | 23976/33666 [14:54<06:01, 26.81it/s, loss=4.18, v_num=0]
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    Epoch 0:  71%|███████   | 23977/33666 [14:54<06:01, 26.81it/s, loss=4.19, v_num=0]
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    Epoch 0:  71%|███████   | 23979/33666 [14:54<06:01, 26.81it/s, loss=4.2, v_num=0] 
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    Epoch 0:  71%|███████   | 23980/33666 [14:54<06:01, 26.81it/s, loss=4.22, v_num=0]
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    Epoch 0:  71%|███████   | 23981/33666 [14:54<06:01, 26.81it/s, loss=4.25, v_num=0]
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    Epoch 0:  71%|███████   | 23984/33666 [14:54<06:01, 26.81it/s, loss=4.22, v_num=0]
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    Epoch 0:  71%|███████   | 23986/33666 [14:54<06:01, 26.81it/s, loss=4.21, v_num=0]
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    Epoch 0:  71%|███████   | 23987/33666 [14:54<06:01, 26.81it/s, loss=4.19, v_num=0]
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    Epoch 0:  71%|███████▏  | 23988/33666 [14:54<06:00, 26.81it/s, loss=4.11, v_num=0]
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    Epoch 0:  71%|███████▏  | 23989/33666 [14:54<06:00, 26.81it/s, loss=4.06, v_num=0]
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    Epoch 0:  71%|███████▏  | 23991/33666 [14:54<06:00, 26.81it/s, loss=4.1, v_num=0] 
    Epoch 0:  71%|███████▏  | 23992/33666 [14:54<06:00, 26.81it/s, loss=4.1, v_num=0]
    Epoch 0:  71%|███████▏  | 23992/33666 [14:54<06:00, 26.81it/s, loss=4.14, v_num=0]
    Epoch 0:  71%|███████▏  | 23993/33666 [14:54<06:00, 26.81it/s, loss=4.14, v_num=0]
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    Epoch 0:  71%|███████▏  | 23994/33666 [14:54<06:00, 26.81it/s, loss=4.17, v_num=0]
    Epoch 0:  71%|███████▏  | 23995/33666 [14:54<06:00, 26.81it/s, loss=4.17, v_num=0]
    Epoch 0:  71%|███████▏  | 23995/33666 [14:54<06:00, 26.81it/s, loss=4.19, v_num=0]
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    Epoch 0:  71%|███████▏  | 23996/33666 [14:55<06:00, 26.81it/s, loss=4.11, v_num=0]
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    Epoch 0:  71%|███████▏  | 23998/33666 [14:55<06:00, 26.81it/s, loss=4.17, v_num=0]
    Epoch 0:  71%|███████▏  | 23999/33666 [14:55<06:00, 26.81it/s, loss=4.17, v_num=0]
    Epoch 0:  71%|███████▏  | 23999/33666 [14:55<06:00, 26.81it/s, loss=4.15, v_num=0]
    Epoch 0:  71%|███████▏  | 24000/33666 [14:55<06:00, 26.81it/s, loss=4.15, v_num=0]
    Epoch 0:  71%|███████▏  | 24000/33666 [14:55<06:00, 26.81it/s, loss=4.13, v_num=0]
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    Epoch 0:  71%|███████▏  | 24003/33666 [14:55<06:00, 26.81it/s, loss=4.13, v_num=0]
    Epoch 0:  71%|███████▏  | 24003/33666 [14:55<06:00, 26.81it/s, loss=4.18, v_num=0]
    Epoch 0:  71%|███████▏  | 24004/33666 [14:55<06:00, 26.81it/s, loss=4.18, v_num=0]
    Epoch 0:  71%|███████▏  | 24004/33666 [14:55<06:00, 26.81it/s, loss=4.2, v_num=0] 
    Epoch 0:  71%|███████▏  | 24005/33666 [14:55<06:00, 26.81it/s, loss=4.2, v_num=0]
    Epoch 0:  71%|███████▏  | 24005/33666 [14:55<06:00, 26.81it/s, loss=4.15, v_num=0]
    Epoch 0:  71%|███████▏  | 24006/33666 [14:55<06:00, 26.81it/s, loss=4.15, v_num=0]
    Epoch 0:  71%|███████▏  | 24006/33666 [14:55<06:00, 26.81it/s, loss=4.2, v_num=0] 
    Epoch 0:  71%|███████▏  | 24007/33666 [14:55<06:00, 26.81it/s, loss=4.2, v_num=0]
    Epoch 0:  71%|███████▏  | 24007/33666 [14:55<06:00, 26.81it/s, loss=4.21, v_num=0]
    Epoch 0:  71%|███████▏  | 24008/33666 [14:55<06:00, 26.81it/s, loss=4.21, v_num=0]
    Epoch 0:  71%|███████▏  | 24008/33666 [14:55<06:00, 26.81it/s, loss=4.22, v_num=0]
    Epoch 0:  71%|███████▏  | 24009/33666 [14:55<06:00, 26.81it/s, loss=4.22, v_num=0]
    Epoch 0:  71%|███████▏  | 24009/33666 [14:55<06:00, 26.81it/s, loss=4.2, v_num=0] 
    Epoch 0:  71%|███████▏  | 24010/33666 [14:55<06:00, 26.81it/s, loss=4.2, v_num=0]
    Epoch 0:  71%|███████▏  | 24010/33666 [14:55<06:00, 26.81it/s, loss=4.2, v_num=0]
    Epoch 0:  71%|███████▏  | 24011/33666 [14:55<06:00, 26.81it/s, loss=4.2, v_num=0]
    Epoch 0:  71%|███████▏  | 24011/33666 [14:55<06:00, 26.81it/s, loss=4.2, v_num=0]
    Epoch 0:  71%|███████▏  | 24012/33666 [14:55<06:00, 26.81it/s, loss=4.2, v_num=0]
    Epoch 0:  71%|███████▏  | 24012/33666 [14:55<06:00, 26.81it/s, loss=4.19, v_num=0]
    Epoch 0:  71%|███████▏  | 24013/33666 [14:55<06:00, 26.81it/s, loss=4.19, v_num=0]
    Epoch 0:  71%|███████▏  | 24013/33666 [14:55<06:00, 26.81it/s, loss=4.1, v_num=0] 
    Epoch 0:  71%|███████▏  | 24014/33666 [14:55<06:00, 26.81it/s, loss=4.1, v_num=0]
    Epoch 0:  71%|███████▏  | 24014/33666 [14:55<06:00, 26.81it/s, loss=4.1, v_num=0]
    Epoch 0:  71%|███████▏  | 24015/33666 [14:55<05:59, 26.81it/s, loss=4.1, v_num=0]
    Epoch 0:  71%|███████▏  | 24015/33666 [14:55<05:59, 26.81it/s, loss=4.11, v_num=0]
    Epoch 0:  71%|███████▏  | 24016/33666 [14:55<05:59, 26.81it/s, loss=4.11, v_num=0]
    Epoch 0:  71%|███████▏  | 24016/33666 [14:55<05:59, 26.81it/s, loss=4.12, v_num=0]
    Epoch 0:  71%|███████▏  | 24017/33666 [14:55<05:59, 26.81it/s, loss=4.12, v_num=0]
    Epoch 0:  71%|███████▏  | 24017/33666 [14:55<05:59, 26.81it/s, loss=4.08, v_num=0]
    Epoch 0:  71%|███████▏  | 24018/33666 [14:55<05:59, 26.81it/s, loss=4.08, v_num=0]
    Epoch 0:  71%|███████▏  | 24018/33666 [14:55<05:59, 26.81it/s, loss=4.06, v_num=0]
    Epoch 0:  71%|███████▏  | 24019/33666 [14:55<05:59, 26.81it/s, loss=4.06, v_num=0]
    Epoch 0:  71%|███████▏  | 24019/33666 [14:55<05:59, 26.81it/s, loss=4.07, v_num=0]
    Epoch 0:  71%|███████▏  | 24020/33666 [14:55<05:59, 26.81it/s, loss=4.07, v_num=0]
    Epoch 0:  71%|███████▏  | 24020/33666 [14:55<05:59, 26.81it/s, loss=4.05, v_num=0]
    Epoch 0:  71%|███████▏  | 24021/33666 [14:55<05:59, 26.81it/s, loss=4.05, v_num=0]
    Epoch 0:  71%|███████▏  | 24021/33666 [14:55<05:59, 26.81it/s, loss=4.04, v_num=0]
    Epoch 0:  71%|███████▏  | 24022/33666 [14:56<05:59, 26.81it/s, loss=4.04, v_num=0]
    Epoch 0:  71%|███████▏  | 24022/33666 [14:56<05:59, 26.81it/s, loss=4.02, v_num=0]
    Epoch 0:  71%|███████▏  | 24023/33666 [14:56<05:59, 26.81it/s, loss=4.02, v_num=0]
    Epoch 0:  71%|███████▏  | 24023/33666 [14:56<05:59, 26.81it/s, loss=4.03, v_num=0]
    Epoch 0:  71%|███████▏  | 24024/33666 [14:56<05:59, 26.81it/s, loss=4.03, v_num=0]
    Epoch 0:  71%|███████▏  | 24024/33666 [14:56<05:59, 26.81it/s, loss=3.94, v_num=0]
    Epoch 0:  71%|███████▏  | 24025/33666 [14:56<05:59, 26.81it/s, loss=3.94, v_num=0]
    Epoch 0:  71%|███████▏  | 24025/33666 [14:56<05:59, 26.81it/s, loss=3.99, v_num=0]
    Epoch 0:  71%|███████▏  | 24026/33666 [14:56<05:59, 26.81it/s, loss=3.99, v_num=0]
    Epoch 0:  71%|███████▏  | 24026/33666 [14:56<05:59, 26.81it/s, loss=3.94, v_num=0]
    Epoch 0:  71%|███████▏  | 24027/33666 [14:56<05:59, 26.81it/s, loss=3.94, v_num=0]
    Epoch 0:  71%|███████▏  | 24027/33666 [14:56<05:59, 26.81it/s, loss=3.99, v_num=0]
    Epoch 0:  71%|███████▏  | 24028/33666 [14:56<05:59, 26.81it/s, loss=3.99, v_num=0]
    Epoch 0:  71%|███████▏  | 24028/33666 [14:56<05:59, 26.81it/s, loss=4.03, v_num=0]
    Epoch 0:  71%|███████▏  | 24029/33666 [14:56<05:59, 26.81it/s, loss=4.03, v_num=0]
    Epoch 0:  71%|███████▏  | 24029/33666 [14:56<05:59, 26.81it/s, loss=4.07, v_num=0]
    Epoch 0:  71%|███████▏  | 24030/33666 [14:56<05:59, 26.81it/s, loss=4.07, v_num=0]
    Epoch 0:  71%|███████▏  | 24030/33666 [14:56<05:59, 26.81it/s, loss=4.14, v_num=0]
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    Epoch 0:  71%|███████▏  | 24031/33666 [14:56<05:59, 26.81it/s, loss=4.14, v_num=0]
    Epoch 0:  71%|███████▏  | 24032/33666 [14:56<05:59, 26.81it/s, loss=4.14, v_num=0]
    Epoch 0:  71%|███████▏  | 24032/33666 [14:56<05:59, 26.81it/s, loss=4.16, v_num=0]
    Epoch 0:  71%|███████▏  | 24033/33666 [14:56<05:59, 26.81it/s, loss=4.16, v_num=0]
    Epoch 0:  71%|███████▏  | 24033/33666 [14:56<05:59, 26.81it/s, loss=4.28, v_num=0]
    Epoch 0:  71%|███████▏  | 24034/33666 [14:56<05:59, 26.81it/s, loss=4.28, v_num=0]
    Epoch 0:  71%|███████▏  | 24034/33666 [14:56<05:59, 26.81it/s, loss=4.33, v_num=0]
    Epoch 0:  71%|███████▏  | 24035/33666 [14:56<05:59, 26.81it/s, loss=4.33, v_num=0]
    Epoch 0:  71%|███████▏  | 24035/33666 [14:56<05:59, 26.81it/s, loss=4.31, v_num=0]
    Epoch 0:  71%|███████▏  | 24036/33666 [14:56<05:59, 26.81it/s, loss=4.31, v_num=0]
    Epoch 0:  71%|███████▏  | 24036/33666 [14:56<05:59, 26.81it/s, loss=4.32, v_num=0]
    Epoch 0:  71%|███████▏  | 24037/33666 [14:56<05:59, 26.81it/s, loss=4.32, v_num=0]
    Epoch 0:  71%|███████▏  | 24037/33666 [14:56<05:59, 26.81it/s, loss=4.31, v_num=0]
    Epoch 0:  71%|███████▏  | 24038/33666 [14:56<05:59, 26.81it/s, loss=4.31, v_num=0]
    Epoch 0:  71%|███████▏  | 24038/33666 [14:56<05:59, 26.81it/s, loss=4.31, v_num=0]
    Epoch 0:  71%|███████▏  | 24039/33666 [14:56<05:59, 26.81it/s, loss=4.31, v_num=0]
    Epoch 0:  71%|███████▏  | 24039/33666 [14:56<05:59, 26.81it/s, loss=4.32, v_num=0]
    Epoch 0:  71%|███████▏  | 24040/33666 [14:56<05:59, 26.81it/s, loss=4.32, v_num=0]
    Epoch 0:  71%|███████▏  | 24040/33666 [14:56<05:59, 26.81it/s, loss=4.35, v_num=0]
    Epoch 0:  71%|███████▏  | 24041/33666 [14:56<05:59, 26.81it/s, loss=4.35, v_num=0]
    Epoch 0:  71%|███████▏  | 24041/33666 [14:56<05:59, 26.81it/s, loss=4.34, v_num=0]
    Epoch 0:  71%|███████▏  | 24042/33666 [14:56<05:58, 26.81it/s, loss=4.34, v_num=0]
    Epoch 0:  71%|███████▏  | 24042/33666 [14:56<05:58, 26.81it/s, loss=4.3, v_num=0] 
    Epoch 0:  71%|███████▏  | 24043/33666 [14:56<05:58, 26.81it/s, loss=4.3, v_num=0]
    Epoch 0:  71%|███████▏  | 24043/33666 [14:56<05:58, 26.81it/s, loss=4.33, v_num=0]
    Epoch 0:  71%|███████▏  | 24044/33666 [14:56<05:58, 26.81it/s, loss=4.33, v_num=0]
    Epoch 0:  71%|███████▏  | 24044/33666 [14:56<05:58, 26.81it/s, loss=4.38, v_num=0]
    Epoch 0:  71%|███████▏  | 24045/33666 [14:56<05:58, 26.81it/s, loss=4.38, v_num=0]
    Epoch 0:  71%|███████▏  | 24045/33666 [14:56<05:58, 26.81it/s, loss=4.37, v_num=0]
    Epoch 0:  71%|███████▏  | 24046/33666 [14:56<05:58, 26.81it/s, loss=4.37, v_num=0]
    Epoch 0:  71%|███████▏  | 24046/33666 [14:56<05:58, 26.81it/s, loss=4.38, v_num=0]
    Epoch 0:  71%|███████▏  | 24047/33666 [14:56<05:58, 26.81it/s, loss=4.38, v_num=0]
    Epoch 0:  71%|███████▏  | 24047/33666 [14:56<05:58, 26.81it/s, loss=4.34, v_num=0]
    Epoch 0:  71%|███████▏  | 24048/33666 [14:56<05:58, 26.81it/s, loss=4.34, v_num=0]
    Epoch 0:  71%|███████▏  | 24048/33666 [14:56<05:58, 26.81it/s, loss=4.32, v_num=0]
    Epoch 0:  71%|███████▏  | 24049/33666 [14:57<05:58, 26.81it/s, loss=4.32, v_num=0]
    Epoch 0:  71%|███████▏  | 24049/33666 [14:57<05:58, 26.81it/s, loss=4.33, v_num=0]
    Epoch 0:  71%|███████▏  | 24050/33666 [14:57<05:58, 26.81it/s, loss=4.33, v_num=0]
    Epoch 0:  71%|███████▏  | 24050/33666 [14:57<05:58, 26.81it/s, loss=4.21, v_num=0]
    Epoch 0:  71%|███████▏  | 24051/33666 [14:57<05:58, 26.81it/s, loss=4.21, v_num=0]
    Epoch 0:  71%|███████▏  | 24051/33666 [14:57<05:58, 26.81it/s, loss=4.2, v_num=0] 
    Epoch 0:  71%|███████▏  | 24052/33666 [14:57<05:58, 26.81it/s, loss=4.2, v_num=0]
    Epoch 0:  71%|███████▏  | 24052/33666 [14:57<05:58, 26.81it/s, loss=4.16, v_num=0]
    Epoch 0:  71%|███████▏  | 24053/33666 [14:57<05:58, 26.81it/s, loss=4.16, v_num=0]
    Epoch 0:  71%|███████▏  | 24053/33666 [14:57<05:58, 26.81it/s, loss=4.11, v_num=0]
    Epoch 0:  71%|███████▏  | 24054/33666 [14:57<05:58, 26.81it/s, loss=4.11, v_num=0]
    Epoch 0:  71%|███████▏  | 24054/33666 [14:57<05:58, 26.81it/s, loss=4.1, v_num=0] 
    Epoch 0:  71%|███████▏  | 24055/33666 [14:57<05:58, 26.81it/s, loss=4.1, v_num=0]
    Epoch 0:  71%|███████▏  | 24055/33666 [14:57<05:58, 26.81it/s, loss=4.09, v_num=0]
    Epoch 0:  71%|███████▏  | 24056/33666 [14:57<05:58, 26.81it/s, loss=4.09, v_num=0]
    Epoch 0:  71%|███████▏  | 24056/33666 [14:57<05:58, 26.81it/s, loss=4.1, v_num=0] 
    Epoch 0:  71%|███████▏  | 24057/33666 [14:57<05:58, 26.81it/s, loss=4.1, v_num=0]
    Epoch 0:  71%|███████▏  | 24057/33666 [14:57<05:58, 26.81it/s, loss=4.16, v_num=0]
    Epoch 0:  71%|███████▏  | 24058/33666 [14:57<05:58, 26.81it/s, loss=4.16, v_num=0]
    Epoch 0:  71%|███████▏  | 24058/33666 [14:57<05:58, 26.81it/s, loss=4.17, v_num=0]
    Epoch 0:  71%|███████▏  | 24059/33666 [14:57<05:58, 26.81it/s, loss=4.17, v_num=0]
    Epoch 0:  71%|███████▏  | 24059/33666 [14:57<05:58, 26.81it/s, loss=4.15, v_num=0]
    Epoch 0:  71%|███████▏  | 24060/33666 [14:57<05:58, 26.81it/s, loss=4.15, v_num=0]
    Epoch 0:  71%|███████▏  | 24060/33666 [14:57<05:58, 26.81it/s, loss=4.1, v_num=0] 
    Epoch 0:  71%|███████▏  | 24061/33666 [14:57<05:58, 26.81it/s, loss=4.1, v_num=0]
    Epoch 0:  71%|███████▏  | 24061/33666 [14:57<05:58, 26.81it/s, loss=4.16, v_num=0]
    Epoch 0:  71%|███████▏  | 24062/33666 [14:57<05:58, 26.81it/s, loss=4.16, v_num=0]
    Epoch 0:  71%|███████▏  | 24062/33666 [14:57<05:58, 26.81it/s, loss=4.17, v_num=0]
    Epoch 0:  71%|███████▏  | 24063/33666 [14:57<05:58, 26.81it/s, loss=4.17, v_num=0]
    Epoch 0:  71%|███████▏  | 24063/33666 [14:57<05:58, 26.81it/s, loss=4.14, v_num=0]
    Epoch 0:  71%|███████▏  | 24064/33666 [14:57<05:58, 26.81it/s, loss=4.14, v_num=0]
    Epoch 0:  71%|███████▏  | 24064/33666 [14:57<05:58, 26.81it/s, loss=4.17, v_num=0]
    Epoch 0:  71%|███████▏  | 24065/33666 [14:57<05:58, 26.81it/s, loss=4.17, v_num=0]
    Epoch 0:  71%|███████▏  | 24065/33666 [14:57<05:58, 26.81it/s, loss=4.23, v_num=0]
    Epoch 0:  71%|███████▏  | 24066/33666 [14:57<05:58, 26.81it/s, loss=4.23, v_num=0]
    Epoch 0:  71%|███████▏  | 24066/33666 [14:57<05:58, 26.81it/s, loss=4.23, v_num=0]
    Epoch 0:  71%|███████▏  | 24067/33666 [14:57<05:58, 26.81it/s, loss=4.23, v_num=0]
    Epoch 0:  71%|███████▏  | 24067/33666 [14:57<05:58, 26.81it/s, loss=4.24, v_num=0]
    Epoch 0:  71%|███████▏  | 24068/33666 [14:57<05:57, 26.81it/s, loss=4.24, v_num=0]
    Epoch 0:  71%|███████▏  | 24068/33666 [14:57<05:57, 26.81it/s, loss=4.27, v_num=0]
    Epoch 0:  71%|███████▏  | 24069/33666 [14:57<05:57, 26.81it/s, loss=4.27, v_num=0]
    Epoch 0:  71%|███████▏  | 24069/33666 [14:57<05:57, 26.81it/s, loss=4.24, v_num=0]
    Epoch 0:  71%|███████▏  | 24070/33666 [14:57<05:57, 26.81it/s, loss=4.24, v_num=0]
    Epoch 0:  71%|███████▏  | 24070/33666 [14:57<05:57, 26.81it/s, loss=4.3, v_num=0] 
    Epoch 0:  71%|███████▏  | 24071/33666 [14:57<05:57, 26.81it/s, loss=4.3, v_num=0]
    Epoch 0:  71%|███████▏  | 24071/33666 [14:57<05:57, 26.81it/s, loss=4.33, v_num=0]
    Epoch 0:  72%|███████▏  | 24072/33666 [14:57<05:57, 26.81it/s, loss=4.33, v_num=0]
    Epoch 0:  72%|███████▏  | 24072/33666 [14:57<05:57, 26.81it/s, loss=4.35, v_num=0]
    Epoch 0:  72%|███████▏  | 24073/33666 [14:57<05:57, 26.81it/s, loss=4.35, v_num=0]
    Epoch 0:  72%|███████▏  | 24073/33666 [14:57<05:57, 26.81it/s, loss=4.38, v_num=0]
    Epoch 0:  72%|███████▏  | 24074/33666 [14:57<05:57, 26.81it/s, loss=4.38, v_num=0]
    Epoch 0:  72%|███████▏  | 24074/33666 [14:57<05:57, 26.81it/s, loss=4.35, v_num=0]
    Epoch 0:  72%|███████▏  | 24075/33666 [14:57<05:57, 26.81it/s, loss=4.35, v_num=0]
    Epoch 0:  72%|███████▏  | 24075/33666 [14:57<05:57, 26.81it/s, loss=4.37, v_num=0]
    Epoch 0:  72%|███████▏  | 24076/33666 [14:57<05:57, 26.81it/s, loss=4.37, v_num=0]
    Epoch 0:  72%|███████▏  | 24076/33666 [14:57<05:57, 26.81it/s, loss=4.33, v_num=0]
    Epoch 0:  72%|███████▏  | 24077/33666 [14:58<05:57, 26.81it/s, loss=4.33, v_num=0]
    Epoch 0:  72%|███████▏  | 24077/33666 [14:58<05:57, 26.81it/s, loss=4.3, v_num=0] 
    Epoch 0:  72%|███████▏  | 24078/33666 [14:58<05:57, 26.81it/s, loss=4.3, v_num=0]
    Epoch 0:  72%|███████▏  | 24078/33666 [14:58<05:57, 26.81it/s, loss=4.3, v_num=0]
    Epoch 0:  72%|███████▏  | 24079/33666 [14:58<05:57, 26.81it/s, loss=4.3, v_num=0]
    Epoch 0:  72%|███████▏  | 24079/33666 [14:58<05:57, 26.81it/s, loss=4.3, v_num=0]
    Epoch 0:  72%|███████▏  | 24080/33666 [14:58<05:57, 26.81it/s, loss=4.3, v_num=0]
    Epoch 0:  72%|███████▏  | 24080/33666 [14:58<05:57, 26.81it/s, loss=4.38, v_num=0]
    Epoch 0:  72%|███████▏  | 24081/33666 [14:58<05:57, 26.81it/s, loss=4.38, v_num=0]
    Epoch 0:  72%|███████▏  | 24081/33666 [14:58<05:57, 26.81it/s, loss=4.39, v_num=0]
    Epoch 0:  72%|███████▏  | 24082/33666 [14:58<05:57, 26.81it/s, loss=4.39, v_num=0]
    Epoch 0:  72%|███████▏  | 24082/33666 [14:58<05:57, 26.81it/s, loss=4.42, v_num=0]
    Epoch 0:  72%|███████▏  | 24083/33666 [14:58<05:57, 26.81it/s, loss=4.42, v_num=0]
    Epoch 0:  72%|███████▏  | 24083/33666 [14:58<05:57, 26.81it/s, loss=4.37, v_num=0]
    Epoch 0:  72%|███████▏  | 24084/33666 [14:58<05:57, 26.81it/s, loss=4.37, v_num=0]
    Epoch 0:  72%|███████▏  | 24084/33666 [14:58<05:57, 26.81it/s, loss=4.36, v_num=0]
    Epoch 0:  72%|███████▏  | 24085/33666 [14:58<05:57, 26.81it/s, loss=4.36, v_num=0]
    Epoch 0:  72%|███████▏  | 24085/33666 [14:58<05:57, 26.81it/s, loss=4.3, v_num=0] 
    Epoch 0:  72%|███████▏  | 24086/33666 [14:58<05:57, 26.81it/s, loss=4.3, v_num=0]
    Epoch 0:  72%|███████▏  | 24086/33666 [14:58<05:57, 26.81it/s, loss=4.26, v_num=0]
    Epoch 0:  72%|███████▏  | 24087/33666 [14:58<05:57, 26.81it/s, loss=4.26, v_num=0]
    Epoch 0:  72%|███████▏  | 24087/33666 [14:58<05:57, 26.81it/s, loss=4.25, v_num=0]
    Epoch 0:  72%|███████▏  | 24088/33666 [14:58<05:57, 26.81it/s, loss=4.25, v_num=0]
    Epoch 0:  72%|███████▏  | 24088/33666 [14:58<05:57, 26.81it/s, loss=4.2, v_num=0] 
    Epoch 0:  72%|███████▏  | 24089/33666 [14:58<05:57, 26.81it/s, loss=4.2, v_num=0]
    Epoch 0:  72%|███████▏  | 24089/33666 [14:58<05:57, 26.81it/s, loss=4.22, v_num=0]
    Epoch 0:  72%|███████▏  | 24090/33666 [14:58<05:57, 26.81it/s, loss=4.22, v_num=0]
    Epoch 0:  72%|███████▏  | 24090/33666 [14:58<05:57, 26.81it/s, loss=4.23, v_num=0]
    Epoch 0:  72%|███████▏  | 24091/33666 [14:58<05:57, 26.81it/s, loss=4.23, v_num=0]
    Epoch 0:  72%|███████▏  | 24091/33666 [14:58<05:57, 26.81it/s, loss=4.19, v_num=0]
    Epoch 0:  72%|███████▏  | 24092/33666 [14:58<05:57, 26.81it/s, loss=4.19, v_num=0]
    Epoch 0:  72%|███████▏  | 24092/33666 [14:58<05:57, 26.81it/s, loss=4.17, v_num=0]
    Epoch 0:  72%|███████▏  | 24093/33666 [14:58<05:57, 26.81it/s, loss=4.17, v_num=0]
    Epoch 0:  72%|███████▏  | 24093/33666 [14:58<05:57, 26.81it/s, loss=4.16, v_num=0]
    Epoch 0:  72%|███████▏  | 24094/33666 [14:58<05:57, 26.81it/s, loss=4.16, v_num=0]
    Epoch 0:  72%|███████▏  | 24094/33666 [14:58<05:57, 26.81it/s, loss=4.15, v_num=0]
    Epoch 0:  72%|███████▏  | 24095/33666 [14:58<05:56, 26.81it/s, loss=4.15, v_num=0]
    Epoch 0:  72%|███████▏  | 24095/33666 [14:58<05:56, 26.81it/s, loss=4.14, v_num=0]
    Epoch 0:  72%|███████▏  | 24096/33666 [14:58<05:56, 26.81it/s, loss=4.14, v_num=0]
    Epoch 0:  72%|███████▏  | 24096/33666 [14:58<05:56, 26.81it/s, loss=4.15, v_num=0]
    Epoch 0:  72%|███████▏  | 24097/33666 [14:58<05:56, 26.81it/s, loss=4.15, v_num=0]
    Epoch 0:  72%|███████▏  | 24097/33666 [14:58<05:56, 26.81it/s, loss=4.16, v_num=0]
    Epoch 0:  72%|███████▏  | 24098/33666 [14:58<05:56, 26.81it/s, loss=4.16, v_num=0]
    Epoch 0:  72%|███████▏  | 24098/33666 [14:58<05:56, 26.81it/s, loss=4.17, v_num=0]
    Epoch 0:  72%|███████▏  | 24099/33666 [14:58<05:56, 26.81it/s, loss=4.17, v_num=0]
    Epoch 0:  72%|███████▏  | 24099/33666 [14:58<05:56, 26.81it/s, loss=4.2, v_num=0] 
    Epoch 0:  72%|███████▏  | 24100/33666 [14:58<05:56, 26.81it/s, loss=4.2, v_num=0]
    Epoch 0:  72%|███████▏  | 24100/33666 [14:58<05:56, 26.81it/s, loss=4.17, v_num=0]
    Epoch 0:  72%|███████▏  | 24101/33666 [14:58<05:56, 26.81it/s, loss=4.17, v_num=0]
    Epoch 0:  72%|███████▏  | 24101/33666 [14:58<05:56, 26.81it/s, loss=4.14, v_num=0]
    Epoch 0:  72%|███████▏  | 24102/33666 [14:58<05:56, 26.81it/s, loss=4.14, v_num=0]
    Epoch 0:  72%|███████▏  | 24102/33666 [14:58<05:56, 26.81it/s, loss=4.14, v_num=0]
    Epoch 0:  72%|███████▏  | 24103/33666 [14:58<05:56, 26.81it/s, loss=4.14, v_num=0]
    Epoch 0:  72%|███████▏  | 24103/33666 [14:58<05:56, 26.81it/s, loss=4.16, v_num=0]
    Epoch 0:  72%|███████▏  | 24104/33666 [14:59<05:56, 26.81it/s, loss=4.16, v_num=0]
    Epoch 0:  72%|███████▏  | 24104/33666 [14:59<05:56, 26.81it/s, loss=4.12, v_num=0]
    Epoch 0:  72%|███████▏  | 24105/33666 [14:59<05:56, 26.81it/s, loss=4.12, v_num=0]
    Epoch 0:  72%|███████▏  | 24105/33666 [14:59<05:56, 26.81it/s, loss=4.11, v_num=0]
    Epoch 0:  72%|███████▏  | 24106/33666 [14:59<05:56, 26.81it/s, loss=4.11, v_num=0]
    Epoch 0:  72%|███████▏  | 24106/33666 [14:59<05:56, 26.81it/s, loss=4.14, v_num=0]
    Epoch 0:  72%|███████▏  | 24107/33666 [14:59<05:56, 26.81it/s, loss=4.14, v_num=0]
    Epoch 0:  72%|███████▏  | 24107/33666 [14:59<05:56, 26.81it/s, loss=4.12, v_num=0]
    Epoch 0:  72%|███████▏  | 24108/33666 [14:59<05:56, 26.81it/s, loss=4.12, v_num=0]
    Epoch 0:  72%|███████▏  | 24108/33666 [14:59<05:56, 26.81it/s, loss=4.12, v_num=0]
    Epoch 0:  72%|███████▏  | 24109/33666 [14:59<05:56, 26.81it/s, loss=4.12, v_num=0]
    Epoch 0:  72%|███████▏  | 24109/33666 [14:59<05:56, 26.81it/s, loss=4.14, v_num=0]
    Epoch 0:  72%|███████▏  | 24110/33666 [14:59<05:56, 26.81it/s, loss=4.14, v_num=0]
    Epoch 0:  72%|███████▏  | 24110/33666 [14:59<05:56, 26.81it/s, loss=4.1, v_num=0] 
    Epoch 0:  72%|███████▏  | 24111/33666 [14:59<05:56, 26.81it/s, loss=4.1, v_num=0]
    Epoch 0:  72%|███████▏  | 24111/33666 [14:59<05:56, 26.81it/s, loss=4.11, v_num=0]
    Epoch 0:  72%|███████▏  | 24112/33666 [14:59<05:56, 26.81it/s, loss=4.11, v_num=0]
    Epoch 0:  72%|███████▏  | 24112/33666 [14:59<05:56, 26.81it/s, loss=4.12, v_num=0]
    Epoch 0:  72%|███████▏  | 24113/33666 [14:59<05:56, 26.81it/s, loss=4.12, v_num=0]
    Epoch 0:  72%|███████▏  | 24113/33666 [14:59<05:56, 26.81it/s, loss=4.1, v_num=0] 
    Epoch 0:  72%|███████▏  | 24114/33666 [14:59<05:56, 26.81it/s, loss=4.1, v_num=0]
    Epoch 0:  72%|███████▏  | 24114/33666 [14:59<05:56, 26.81it/s, loss=4.13, v_num=0]
    Epoch 0:  72%|███████▏  | 24115/33666 [14:59<05:56, 26.81it/s, loss=4.13, v_num=0]
    Epoch 0:  72%|███████▏  | 24115/33666 [14:59<05:56, 26.81it/s, loss=4.11, v_num=0]
    Epoch 0:  72%|███████▏  | 24116/33666 [14:59<05:56, 26.81it/s, loss=4.11, v_num=0]
    Epoch 0:  72%|███████▏  | 24116/33666 [14:59<05:56, 26.81it/s, loss=4.16, v_num=0]
    Epoch 0:  72%|███████▏  | 24117/33666 [14:59<05:56, 26.81it/s, loss=4.16, v_num=0]
    Epoch 0:  72%|███████▏  | 24117/33666 [14:59<05:56, 26.81it/s, loss=4.13, v_num=0]
    Epoch 0:  72%|███████▏  | 24118/33666 [14:59<05:56, 26.81it/s, loss=4.13, v_num=0]
    Epoch 0:  72%|███████▏  | 24118/33666 [14:59<05:56, 26.81it/s, loss=4.08, v_num=0]
    Epoch 0:  72%|███████▏  | 24119/33666 [14:59<05:56, 26.81it/s, loss=4.08, v_num=0]
    Epoch 0:  72%|███████▏  | 24119/33666 [14:59<05:56, 26.81it/s, loss=4.07, v_num=0]
    Epoch 0:  72%|███████▏  | 24120/33666 [14:59<05:56, 26.81it/s, loss=4.07, v_num=0]
    Epoch 0:  72%|███████▏  | 24120/33666 [14:59<05:56, 26.81it/s, loss=4.05, v_num=0]
    Epoch 0:  72%|███████▏  | 24121/33666 [14:59<05:55, 26.81it/s, loss=4.05, v_num=0]
    Epoch 0:  72%|███████▏  | 24121/33666 [14:59<05:55, 26.81it/s, loss=4.04, v_num=0]
    Epoch 0:  72%|███████▏  | 24122/33666 [14:59<05:55, 26.81it/s, loss=4.04, v_num=0]
    Epoch 0:  72%|███████▏  | 24122/33666 [14:59<05:55, 26.81it/s, loss=4.07, v_num=0]
    Epoch 0:  72%|███████▏  | 24123/33666 [14:59<05:55, 26.81it/s, loss=4.07, v_num=0]
    Epoch 0:  72%|███████▏  | 24123/33666 [14:59<05:55, 26.81it/s, loss=4.08, v_num=0]
    Epoch 0:  72%|███████▏  | 24124/33666 [14:59<05:55, 26.81it/s, loss=4.08, v_num=0]
    Epoch 0:  72%|███████▏  | 24124/33666 [14:59<05:55, 26.81it/s, loss=4.07, v_num=0]
    Epoch 0:  72%|███████▏  | 24125/33666 [14:59<05:55, 26.81it/s, loss=4.07, v_num=0]
    Epoch 0:  72%|███████▏  | 24125/33666 [14:59<05:55, 26.81it/s, loss=4.06, v_num=0]
    Epoch 0:  72%|███████▏  | 24126/33666 [14:59<05:55, 26.81it/s, loss=4.06, v_num=0]
    Epoch 0:  72%|███████▏  | 24126/33666 [14:59<05:55, 26.81it/s, loss=4.04, v_num=0]
    Epoch 0:  72%|███████▏  | 24127/33666 [14:59<05:55, 26.81it/s, loss=4.04, v_num=0]
    Epoch 0:  72%|███████▏  | 24127/33666 [14:59<05:55, 26.81it/s, loss=4.05, v_num=0]
    Epoch 0:  72%|███████▏  | 24128/33666 [14:59<05:55, 26.81it/s, loss=4.05, v_num=0]
    Epoch 0:  72%|███████▏  | 24128/33666 [14:59<05:55, 26.81it/s, loss=4.08, v_num=0]
    Epoch 0:  72%|███████▏  | 24129/33666 [14:59<05:55, 26.81it/s, loss=4.08, v_num=0]
    Epoch 0:  72%|███████▏  | 24129/33666 [14:59<05:55, 26.81it/s, loss=4.07, v_num=0]
    Epoch 0:  72%|███████▏  | 24130/33666 [14:59<05:55, 26.81it/s, loss=4.07, v_num=0]
    Epoch 0:  72%|███████▏  | 24130/33666 [14:59<05:55, 26.81it/s, loss=4.06, v_num=0]
    Epoch 0:  72%|███████▏  | 24131/33666 [14:59<05:55, 26.81it/s, loss=4.06, v_num=0]
    Epoch 0:  72%|███████▏  | 24131/33666 [14:59<05:55, 26.81it/s, loss=4.09, v_num=0]
    Epoch 0:  72%|███████▏  | 24132/33666 [15:00<05:55, 26.81it/s, loss=4.09, v_num=0]
    Epoch 0:  72%|███████▏  | 24132/33666 [15:00<05:55, 26.81it/s, loss=4.09, v_num=0]
    Epoch 0:  72%|███████▏  | 24133/33666 [15:00<05:55, 26.81it/s, loss=4.09, v_num=0]
    Epoch 0:  72%|███████▏  | 24133/33666 [15:00<05:55, 26.81it/s, loss=4.11, v_num=0]
    Epoch 0:  72%|███████▏  | 24134/33666 [15:00<05:55, 26.81it/s, loss=4.11, v_num=0]
    Epoch 0:  72%|███████▏  | 24134/33666 [15:00<05:55, 26.81it/s, loss=4.13, v_num=0]
    Epoch 0:  72%|███████▏  | 24135/33666 [15:00<05:55, 26.81it/s, loss=4.13, v_num=0]
    Epoch 0:  72%|███████▏  | 24135/33666 [15:00<05:55, 26.81it/s, loss=4.16, v_num=0]
    Epoch 0:  72%|███████▏  | 24136/33666 [15:00<05:55, 26.81it/s, loss=4.16, v_num=0]
    Epoch 0:  72%|███████▏  | 24136/33666 [15:00<05:55, 26.81it/s, loss=4.17, v_num=0]
    Epoch 0:  72%|███████▏  | 24137/33666 [15:00<05:55, 26.81it/s, loss=4.17, v_num=0]
    Epoch 0:  72%|███████▏  | 24137/33666 [15:00<05:55, 26.81it/s, loss=4.2, v_num=0] 
    Epoch 0:  72%|███████▏  | 24138/33666 [15:00<05:55, 26.81it/s, loss=4.2, v_num=0]
    Epoch 0:  72%|███████▏  | 24138/33666 [15:00<05:55, 26.81it/s, loss=4.25, v_num=0]
    Epoch 0:  72%|███████▏  | 24139/33666 [15:00<05:55, 26.81it/s, loss=4.25, v_num=0]
    Epoch 0:  72%|███████▏  | 24139/33666 [15:00<05:55, 26.81it/s, loss=4.28, v_num=0]
    Epoch 0:  72%|███████▏  | 24140/33666 [15:00<05:55, 26.81it/s, loss=4.28, v_num=0]
    Epoch 0:  72%|███████▏  | 24140/33666 [15:00<05:55, 26.81it/s, loss=4.25, v_num=0]
    Epoch 0:  72%|███████▏  | 24141/33666 [15:00<05:55, 26.81it/s, loss=4.25, v_num=0]
    Epoch 0:  72%|███████▏  | 24141/33666 [15:00<05:55, 26.81it/s, loss=4.24, v_num=0]
    Epoch 0:  72%|███████▏  | 24142/33666 [15:00<05:55, 26.81it/s, loss=4.24, v_num=0]
    Epoch 0:  72%|███████▏  | 24142/33666 [15:00<05:55, 26.81it/s, loss=4.22, v_num=0]
    Epoch 0:  72%|███████▏  | 24143/33666 [15:00<05:55, 26.81it/s, loss=4.22, v_num=0]
    Epoch 0:  72%|███████▏  | 24143/33666 [15:00<05:55, 26.81it/s, loss=4.18, v_num=0]
    Epoch 0:  72%|███████▏  | 24144/33666 [15:00<05:55, 26.81it/s, loss=4.18, v_num=0]
    Epoch 0:  72%|███████▏  | 24144/33666 [15:00<05:55, 26.81it/s, loss=4.23, v_num=0]
    Epoch 0:  72%|███████▏  | 24145/33666 [15:00<05:55, 26.81it/s, loss=4.23, v_num=0]
    Epoch 0:  72%|███████▏  | 24145/33666 [15:00<05:55, 26.81it/s, loss=4.26, v_num=0]
    Epoch 0:  72%|███████▏  | 24146/33666 [15:00<05:55, 26.81it/s, loss=4.26, v_num=0]
    Epoch 0:  72%|███████▏  | 24146/33666 [15:00<05:55, 26.81it/s, loss=4.27, v_num=0]
    Epoch 0:  72%|███████▏  | 24147/33666 [15:00<05:55, 26.81it/s, loss=4.27, v_num=0]
    Epoch 0:  72%|███████▏  | 24147/33666 [15:00<05:55, 26.81it/s, loss=4.31, v_num=0]
    Epoch 0:  72%|███████▏  | 24148/33666 [15:00<05:54, 26.81it/s, loss=4.31, v_num=0]
    Epoch 0:  72%|███████▏  | 24148/33666 [15:00<05:54, 26.81it/s, loss=4.28, v_num=0]
    Epoch 0:  72%|███████▏  | 24149/33666 [15:00<05:54, 26.81it/s, loss=4.28, v_num=0]
    Epoch 0:  72%|███████▏  | 24149/33666 [15:00<05:54, 26.81it/s, loss=4.25, v_num=0]
    Epoch 0:  72%|███████▏  | 24150/33666 [15:00<05:54, 26.81it/s, loss=4.25, v_num=0]
    Epoch 0:  72%|███████▏  | 24150/33666 [15:00<05:54, 26.81it/s, loss=4.33, v_num=0]
    Epoch 0:  72%|███████▏  | 24151/33666 [15:00<05:54, 26.81it/s, loss=4.33, v_num=0]
    Epoch 0:  72%|███████▏  | 24151/33666 [15:00<05:54, 26.81it/s, loss=4.32, v_num=0]
    Epoch 0:  72%|███████▏  | 24152/33666 [15:00<05:54, 26.81it/s, loss=4.32, v_num=0]
    Epoch 0:  72%|███████▏  | 24152/33666 [15:00<05:54, 26.81it/s, loss=4.32, v_num=0]
    Epoch 0:  72%|███████▏  | 24153/33666 [15:00<05:54, 26.81it/s, loss=4.32, v_num=0]
    Epoch 0:  72%|███████▏  | 24153/33666 [15:00<05:54, 26.81it/s, loss=4.3, v_num=0] 
    Epoch 0:  72%|███████▏  | 24154/33666 [15:00<05:54, 26.81it/s, loss=4.3, v_num=0]
    Epoch 0:  72%|███████▏  | 24154/33666 [15:00<05:54, 26.81it/s, loss=4.3, v_num=0]
    Epoch 0:  72%|███████▏  | 24155/33666 [15:00<05:54, 26.81it/s, loss=4.3, v_num=0]
    Epoch 0:  72%|███████▏  | 24155/33666 [15:00<05:54, 26.81it/s, loss=4.35, v_num=0]
    Epoch 0:  72%|███████▏  | 24156/33666 [15:00<05:54, 26.81it/s, loss=4.35, v_num=0]
    Epoch 0:  72%|███████▏  | 24156/33666 [15:00<05:54, 26.81it/s, loss=4.3, v_num=0] 
    Epoch 0:  72%|███████▏  | 24157/33666 [15:00<05:54, 26.81it/s, loss=4.3, v_num=0]
    Epoch 0:  72%|███████▏  | 24157/33666 [15:00<05:54, 26.81it/s, loss=4.27, v_num=0]
    Epoch 0:  72%|███████▏  | 24158/33666 [15:00<05:54, 26.81it/s, loss=4.27, v_num=0]
    Epoch 0:  72%|███████▏  | 24158/33666 [15:00<05:54, 26.81it/s, loss=4.26, v_num=0]
    Epoch 0:  72%|███████▏  | 24159/33666 [15:01<05:54, 26.81it/s, loss=4.26, v_num=0]
    Epoch 0:  72%|███████▏  | 24159/33666 [15:01<05:54, 26.81it/s, loss=4.26, v_num=0]
    Epoch 0:  72%|███████▏  | 24160/33666 [15:01<05:54, 26.81it/s, loss=4.26, v_num=0]
    Epoch 0:  72%|███████▏  | 24160/33666 [15:01<05:54, 26.81it/s, loss=4.31, v_num=0]
    Epoch 0:  72%|███████▏  | 24161/33666 [15:01<05:54, 26.81it/s, loss=4.31, v_num=0]
    Epoch 0:  72%|███████▏  | 24161/33666 [15:01<05:54, 26.81it/s, loss=4.3, v_num=0] 
    Epoch 0:  72%|███████▏  | 24162/33666 [15:01<05:54, 26.81it/s, loss=4.3, v_num=0]
    Epoch 0:  72%|███████▏  | 24162/33666 [15:01<05:54, 26.81it/s, loss=4.3, v_num=0]
    Epoch 0:  72%|███████▏  | 24163/33666 [15:01<05:54, 26.81it/s, loss=4.3, v_num=0]
    Epoch 0:  72%|███████▏  | 24163/33666 [15:01<05:54, 26.81it/s, loss=4.3, v_num=0]
    Epoch 0:  72%|███████▏  | 24164/33666 [15:01<05:54, 26.81it/s, loss=4.3, v_num=0]
    Epoch 0:  72%|███████▏  | 24164/33666 [15:01<05:54, 26.81it/s, loss=4.3, v_num=0]
    Epoch 0:  72%|███████▏  | 24165/33666 [15:01<05:54, 26.81it/s, loss=4.3, v_num=0]
    Epoch 0:  72%|███████▏  | 24165/33666 [15:01<05:54, 26.81it/s, loss=4.32, v_num=0]
    Epoch 0:  72%|███████▏  | 24166/33666 [15:01<05:54, 26.81it/s, loss=4.32, v_num=0]
    Epoch 0:  72%|███████▏  | 24166/33666 [15:01<05:54, 26.81it/s, loss=4.37, v_num=0]
    Epoch 0:  72%|███████▏  | 24167/33666 [15:01<05:54, 26.81it/s, loss=4.37, v_num=0]
    Epoch 0:  72%|███████▏  | 24167/33666 [15:01<05:54, 26.81it/s, loss=4.33, v_num=0]
    Epoch 0:  72%|███████▏  | 24168/33666 [15:01<05:54, 26.81it/s, loss=4.33, v_num=0]
    Epoch 0:  72%|███████▏  | 24168/33666 [15:01<05:54, 26.81it/s, loss=4.31, v_num=0]
    Epoch 0:  72%|███████▏  | 24169/33666 [15:01<05:54, 26.81it/s, loss=4.31, v_num=0]
    Epoch 0:  72%|███████▏  | 24169/33666 [15:01<05:54, 26.81it/s, loss=4.33, v_num=0]
    Epoch 0:  72%|███████▏  | 24170/33666 [15:01<05:54, 26.81it/s, loss=4.33, v_num=0]
    Epoch 0:  72%|███████▏  | 24170/33666 [15:01<05:54, 26.81it/s, loss=4.29, v_num=0]
    Epoch 0:  72%|███████▏  | 24171/33666 [15:01<05:54, 26.81it/s, loss=4.29, v_num=0]
    Epoch 0:  72%|███████▏  | 24171/33666 [15:01<05:54, 26.81it/s, loss=4.24, v_num=0]
    Epoch 0:  72%|███████▏  | 24172/33666 [15:01<05:54, 26.81it/s, loss=4.24, v_num=0]
    Epoch 0:  72%|███████▏  | 24172/33666 [15:01<05:54, 26.81it/s, loss=4.26, v_num=0]
    Epoch 0:  72%|███████▏  | 24173/33666 [15:01<05:54, 26.81it/s, loss=4.26, v_num=0]
    Epoch 0:  72%|███████▏  | 24173/33666 [15:01<05:54, 26.81it/s, loss=4.24, v_num=0]
    Epoch 0:  72%|███████▏  | 24174/33666 [15:01<05:53, 26.81it/s, loss=4.24, v_num=0]
    Epoch 0:  72%|███████▏  | 24174/33666 [15:01<05:53, 26.81it/s, loss=4.21, v_num=0]
    Epoch 0:  72%|███████▏  | 24175/33666 [15:01<05:53, 26.81it/s, loss=4.21, v_num=0]
    Epoch 0:  72%|███████▏  | 24175/33666 [15:01<05:53, 26.81it/s, loss=4.16, v_num=0]
    Epoch 0:  72%|███████▏  | 24176/33666 [15:01<05:53, 26.81it/s, loss=4.16, v_num=0]
    Epoch 0:  72%|███████▏  | 24176/33666 [15:01<05:53, 26.81it/s, loss=4.2, v_num=0] 
    Epoch 0:  72%|███████▏  | 24177/33666 [15:01<05:53, 26.81it/s, loss=4.2, v_num=0]
    Epoch 0:  72%|███████▏  | 24177/33666 [15:01<05:53, 26.81it/s, loss=4.24, v_num=0]
    Epoch 0:  72%|███████▏  | 24178/33666 [15:01<05:53, 26.81it/s, loss=4.24, v_num=0]
    Epoch 0:  72%|███████▏  | 24178/33666 [15:01<05:53, 26.81it/s, loss=4.2, v_num=0] 
    Epoch 0:  72%|███████▏  | 24179/33666 [15:01<05:53, 26.81it/s, loss=4.2, v_num=0]
    Epoch 0:  72%|███████▏  | 24179/33666 [15:01<05:53, 26.81it/s, loss=4.15, v_num=0]
    Epoch 0:  72%|███████▏  | 24180/33666 [15:01<05:53, 26.81it/s, loss=4.15, v_num=0]
    Epoch 0:  72%|███████▏  | 24180/33666 [15:01<05:53, 26.81it/s, loss=4.14, v_num=0]
    Epoch 0:  72%|███████▏  | 24181/33666 [15:01<05:53, 26.81it/s, loss=4.14, v_num=0]
    Epoch 0:  72%|███████▏  | 24181/33666 [15:01<05:53, 26.81it/s, loss=4.15, v_num=0]
    Epoch 0:  72%|███████▏  | 24182/33666 [15:01<05:53, 26.81it/s, loss=4.15, v_num=0]
    Epoch 0:  72%|███████▏  | 24182/33666 [15:01<05:53, 26.81it/s, loss=4.15, v_num=0]
    Epoch 0:  72%|███████▏  | 24183/33666 [15:01<05:53, 26.81it/s, loss=4.15, v_num=0]
    Epoch 0:  72%|███████▏  | 24183/33666 [15:01<05:53, 26.81it/s, loss=4.15, v_num=0]
    Epoch 0:  72%|███████▏  | 24184/33666 [15:01<05:53, 26.81it/s, loss=4.15, v_num=0]
    Epoch 0:  72%|███████▏  | 24184/33666 [15:01<05:53, 26.81it/s, loss=4.14, v_num=0]
    Epoch 0:  72%|███████▏  | 24185/33666 [15:01<05:53, 26.81it/s, loss=4.14, v_num=0]
    Epoch 0:  72%|███████▏  | 24185/33666 [15:01<05:53, 26.81it/s, loss=4.09, v_num=0]
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    Epoch 0:  72%|███████▏  | 24186/33666 [15:01<05:53, 26.81it/s, loss=4.05, v_num=0]
    Epoch 0:  72%|███████▏  | 24187/33666 [15:02<05:53, 26.81it/s, loss=4.05, v_num=0]
    Epoch 0:  72%|███████▏  | 24187/33666 [15:02<05:53, 26.81it/s, loss=4.03, v_num=0]
    Epoch 0:  72%|███████▏  | 24188/33666 [15:02<05:53, 26.81it/s, loss=4.03, v_num=0]
    Epoch 0:  72%|███████▏  | 24188/33666 [15:02<05:53, 26.81it/s, loss=4.06, v_num=0]
    Epoch 0:  72%|███████▏  | 24189/33666 [15:02<05:53, 26.81it/s, loss=4.06, v_num=0]
    Epoch 0:  72%|███████▏  | 24189/33666 [15:02<05:53, 26.81it/s, loss=4.03, v_num=0]
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    Epoch 0:  72%|███████▏  | 24190/33666 [15:02<05:53, 26.81it/s, loss=4.03, v_num=0]
    Epoch 0:  72%|███████▏  | 24191/33666 [15:02<05:53, 26.81it/s, loss=4.03, v_num=0]
    Epoch 0:  72%|███████▏  | 24191/33666 [15:02<05:53, 26.81it/s, loss=4.05, v_num=0]
    Epoch 0:  72%|███████▏  | 24192/33666 [15:02<05:53, 26.81it/s, loss=4.05, v_num=0]
    Epoch 0:  72%|███████▏  | 24192/33666 [15:02<05:53, 26.81it/s, loss=4.06, v_num=0]
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    Epoch 0:  72%|███████▏  | 24193/33666 [15:02<05:53, 26.81it/s, loss=4.07, v_num=0]
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    Epoch 0:  72%|███████▏  | 24194/33666 [15:02<05:53, 26.81it/s, loss=4.05, v_num=0]
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    Epoch 0:  72%|███████▏  | 24195/33666 [15:02<05:53, 26.81it/s, loss=4.06, v_num=0]
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    Epoch 0:  72%|███████▏  | 24196/33666 [15:02<05:53, 26.81it/s, loss=4.05, v_num=0]
    Epoch 0:  72%|███████▏  | 24197/33666 [15:02<05:53, 26.81it/s, loss=4.05, v_num=0]
    Epoch 0:  72%|███████▏  | 24197/33666 [15:02<05:53, 26.81it/s, loss=3.98, v_num=0]
    Epoch 0:  72%|███████▏  | 24198/33666 [15:02<05:53, 26.81it/s, loss=3.98, v_num=0]
    Epoch 0:  72%|███████▏  | 24198/33666 [15:02<05:53, 26.81it/s, loss=4, v_num=0]   
    Epoch 0:  72%|███████▏  | 24199/33666 [15:02<05:53, 26.82it/s, loss=4, v_num=0]
    Epoch 0:  72%|███████▏  | 24199/33666 [15:02<05:53, 26.81it/s, loss=4.06, v_num=0]
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    Epoch 0:  72%|███████▏  | 24200/33666 [15:02<05:53, 26.82it/s, loss=4.01, v_num=0]
    Epoch 0:  72%|███████▏  | 24201/33666 [15:02<05:52, 26.82it/s, loss=4.01, v_num=0]
    Epoch 0:  72%|███████▏  | 24201/33666 [15:02<05:52, 26.82it/s, loss=4.02, v_num=0]
    Epoch 0:  72%|███████▏  | 24202/33666 [15:02<05:52, 26.82it/s, loss=4.02, v_num=0]
    Epoch 0:  72%|███████▏  | 24202/33666 [15:02<05:52, 26.82it/s, loss=4.01, v_num=0]
    Epoch 0:  72%|███████▏  | 24203/33666 [15:02<05:52, 26.82it/s, loss=4.01, v_num=0]
    Epoch 0:  72%|███████▏  | 24203/33666 [15:02<05:52, 26.82it/s, loss=4.03, v_num=0]
    Epoch 0:  72%|███████▏  | 24204/33666 [15:02<05:52, 26.82it/s, loss=4.03, v_num=0]
    Epoch 0:  72%|███████▏  | 24204/33666 [15:02<05:52, 26.82it/s, loss=4.05, v_num=0]
    Epoch 0:  72%|███████▏  | 24205/33666 [15:02<05:52, 26.82it/s, loss=4.05, v_num=0]
    Epoch 0:  72%|███████▏  | 24205/33666 [15:02<05:52, 26.82it/s, loss=4.04, v_num=0]
    Epoch 0:  72%|███████▏  | 24206/33666 [15:02<05:52, 26.82it/s, loss=4.04, v_num=0]
    Epoch 0:  72%|███████▏  | 24206/33666 [15:02<05:52, 26.82it/s, loss=4.08, v_num=0]
    Epoch 0:  72%|███████▏  | 24207/33666 [15:02<05:52, 26.82it/s, loss=4.08, v_num=0]
    Epoch 0:  72%|███████▏  | 24207/33666 [15:02<05:52, 26.82it/s, loss=4.06, v_num=0]
    Epoch 0:  72%|███████▏  | 24208/33666 [15:02<05:52, 26.82it/s, loss=4.06, v_num=0]
    Epoch 0:  72%|███████▏  | 24208/33666 [15:02<05:52, 26.82it/s, loss=4.09, v_num=0]
    Epoch 0:  72%|███████▏  | 24209/33666 [15:02<05:52, 26.82it/s, loss=4.09, v_num=0]
    Epoch 0:  72%|███████▏  | 24209/33666 [15:02<05:52, 26.82it/s, loss=4.1, v_num=0] 
    Epoch 0:  72%|███████▏  | 24210/33666 [15:02<05:52, 26.82it/s, loss=4.1, v_num=0]
    Epoch 0:  72%|███████▏  | 24210/33666 [15:02<05:52, 26.82it/s, loss=4.05, v_num=0]
    Epoch 0:  72%|███████▏  | 24211/33666 [15:02<05:52, 26.82it/s, loss=4.05, v_num=0]
    Epoch 0:  72%|███████▏  | 24211/33666 [15:02<05:52, 26.82it/s, loss=4.05, v_num=0]
    Epoch 0:  72%|███████▏  | 24212/33666 [15:02<05:52, 26.82it/s, loss=4.05, v_num=0]
    Epoch 0:  72%|███████▏  | 24212/33666 [15:02<05:52, 26.82it/s, loss=3.99, v_num=0]
    Epoch 0:  72%|███████▏  | 24213/33666 [15:02<05:52, 26.82it/s, loss=3.99, v_num=0]
    Epoch 0:  72%|███████▏  | 24213/33666 [15:02<05:52, 26.82it/s, loss=4.07, v_num=0]
    Epoch 0:  72%|███████▏  | 24214/33666 [15:02<05:52, 26.82it/s, loss=4.07, v_num=0]
    Epoch 0:  72%|███████▏  | 24214/33666 [15:02<05:52, 26.82it/s, loss=4.08, v_num=0]
    Epoch 0:  72%|███████▏  | 24215/33666 [15:03<05:52, 26.82it/s, loss=4.08, v_num=0]
    Epoch 0:  72%|███████▏  | 24215/33666 [15:03<05:52, 26.82it/s, loss=4.07, v_num=0]
    Epoch 0:  72%|███████▏  | 24216/33666 [15:03<05:52, 26.82it/s, loss=4.07, v_num=0]
    Epoch 0:  72%|███████▏  | 24216/33666 [15:03<05:52, 26.82it/s, loss=4.09, v_num=0]
    Epoch 0:  72%|███████▏  | 24217/33666 [15:03<05:52, 26.82it/s, loss=4.09, v_num=0]
    Epoch 0:  72%|███████▏  | 24217/33666 [15:03<05:52, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  72%|███████▏  | 24218/33666 [15:03<05:52, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  72%|███████▏  | 24218/33666 [15:03<05:52, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  72%|███████▏  | 24219/33666 [15:03<05:52, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  72%|███████▏  | 24219/33666 [15:03<05:52, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  72%|███████▏  | 24220/33666 [15:03<05:52, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  72%|███████▏  | 24220/33666 [15:03<05:52, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  72%|███████▏  | 24221/33666 [15:03<05:52, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  72%|███████▏  | 24221/33666 [15:03<05:52, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  72%|███████▏  | 24222/33666 [15:03<05:52, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  72%|███████▏  | 24222/33666 [15:03<05:52, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  72%|███████▏  | 24223/33666 [15:03<05:52, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  72%|███████▏  | 24223/33666 [15:03<05:52, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  72%|███████▏  | 24224/33666 [15:03<05:52, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  72%|███████▏  | 24224/33666 [15:03<05:52, 26.82it/s, loss=4.13, v_num=0]
    Epoch 0:  72%|███████▏  | 24225/33666 [15:03<05:52, 26.82it/s, loss=4.13, v_num=0]
    Epoch 0:  72%|███████▏  | 24225/33666 [15:03<05:52, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  72%|███████▏  | 24226/33666 [15:03<05:52, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  72%|███████▏  | 24226/33666 [15:03<05:52, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  72%|███████▏  | 24227/33666 [15:03<05:51, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  72%|███████▏  | 24227/33666 [15:03<05:51, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  72%|███████▏  | 24228/33666 [15:03<05:51, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  72%|███████▏  | 24228/33666 [15:03<05:51, 26.82it/s, loss=4.09, v_num=0]
    Epoch 0:  72%|███████▏  | 24229/33666 [15:03<05:51, 26.82it/s, loss=4.09, v_num=0]
    Epoch 0:  72%|███████▏  | 24229/33666 [15:03<05:51, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  72%|███████▏  | 24230/33666 [15:03<05:51, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  72%|███████▏  | 24230/33666 [15:03<05:51, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  72%|███████▏  | 24231/33666 [15:03<05:51, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  72%|███████▏  | 24231/33666 [15:03<05:51, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  72%|███████▏  | 24232/33666 [15:03<05:51, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  72%|███████▏  | 24232/33666 [15:03<05:51, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  72%|███████▏  | 24233/33666 [15:03<05:51, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  72%|███████▏  | 24233/33666 [15:03<05:51, 26.82it/s, loss=4.08, v_num=0]
    Epoch 0:  72%|███████▏  | 24234/33666 [15:03<05:51, 26.82it/s, loss=4.08, v_num=0]
    Epoch 0:  72%|███████▏  | 24234/33666 [15:03<05:51, 26.82it/s, loss=4.08, v_num=0]
    Epoch 0:  72%|███████▏  | 24235/33666 [15:03<05:51, 26.82it/s, loss=4.08, v_num=0]
    Epoch 0:  72%|███████▏  | 24235/33666 [15:03<05:51, 26.82it/s, loss=4.07, v_num=0]
    Epoch 0:  72%|███████▏  | 24236/33666 [15:03<05:51, 26.82it/s, loss=4.07, v_num=0]
    Epoch 0:  72%|███████▏  | 24236/33666 [15:03<05:51, 26.82it/s, loss=4.01, v_num=0]
    Epoch 0:  72%|███████▏  | 24237/33666 [15:03<05:51, 26.82it/s, loss=4.01, v_num=0]
    Epoch 0:  72%|███████▏  | 24237/33666 [15:03<05:51, 26.82it/s, loss=4.02, v_num=0]
    Epoch 0:  72%|███████▏  | 24238/33666 [15:03<05:51, 26.82it/s, loss=4.02, v_num=0]
    Epoch 0:  72%|███████▏  | 24238/33666 [15:03<05:51, 26.82it/s, loss=4.04, v_num=0]
    Epoch 0:  72%|███████▏  | 24239/33666 [15:03<05:51, 26.82it/s, loss=4.04, v_num=0]
    Epoch 0:  72%|███████▏  | 24239/33666 [15:03<05:51, 26.82it/s, loss=4.02, v_num=0]
    Epoch 0:  72%|███████▏  | 24240/33666 [15:03<05:51, 26.82it/s, loss=4.02, v_num=0]
    Epoch 0:  72%|███████▏  | 24240/33666 [15:03<05:51, 26.82it/s, loss=3.98, v_num=0]
    Epoch 0:  72%|███████▏  | 24241/33666 [15:03<05:51, 26.82it/s, loss=3.98, v_num=0]
    Epoch 0:  72%|███████▏  | 24241/33666 [15:03<05:51, 26.82it/s, loss=3.97, v_num=0]
    Epoch 0:  72%|███████▏  | 24242/33666 [15:04<05:51, 26.82it/s, loss=3.97, v_num=0]
    Epoch 0:  72%|███████▏  | 24242/33666 [15:04<05:51, 26.82it/s, loss=3.9, v_num=0] 
    Epoch 0:  72%|███████▏  | 24243/33666 [15:04<05:51, 26.82it/s, loss=3.9, v_num=0]
    Epoch 0:  72%|███████▏  | 24243/33666 [15:04<05:51, 26.82it/s, loss=3.91, v_num=0]
    Epoch 0:  72%|███████▏  | 24244/33666 [15:04<05:51, 26.82it/s, loss=3.91, v_num=0]
    Epoch 0:  72%|███████▏  | 24244/33666 [15:04<05:51, 26.82it/s, loss=3.91, v_num=0]
    Epoch 0:  72%|███████▏  | 24245/33666 [15:04<05:51, 26.82it/s, loss=3.91, v_num=0]
    Epoch 0:  72%|███████▏  | 24245/33666 [15:04<05:51, 26.82it/s, loss=3.93, v_num=0]
    Epoch 0:  72%|███████▏  | 24246/33666 [15:04<05:51, 26.82it/s, loss=3.93, v_num=0]
    Epoch 0:  72%|███████▏  | 24246/33666 [15:04<05:51, 26.82it/s, loss=3.95, v_num=0]
    Epoch 0:  72%|███████▏  | 24247/33666 [15:04<05:51, 26.82it/s, loss=3.95, v_num=0]
    Epoch 0:  72%|███████▏  | 24247/33666 [15:04<05:51, 26.82it/s, loss=3.96, v_num=0]
    Epoch 0:  72%|███████▏  | 24248/33666 [15:04<05:51, 26.82it/s, loss=3.96, v_num=0]
    Epoch 0:  72%|███████▏  | 24248/33666 [15:04<05:51, 26.82it/s, loss=3.99, v_num=0]
    Epoch 0:  72%|███████▏  | 24249/33666 [15:04<05:51, 26.82it/s, loss=3.99, v_num=0]
    Epoch 0:  72%|███████▏  | 24249/33666 [15:04<05:51, 26.82it/s, loss=3.96, v_num=0]
    Epoch 0:  72%|███████▏  | 24250/33666 [15:04<05:51, 26.82it/s, loss=3.96, v_num=0]
    Epoch 0:  72%|███████▏  | 24250/33666 [15:04<05:51, 26.82it/s, loss=3.98, v_num=0]
    Epoch 0:  72%|███████▏  | 24251/33666 [15:04<05:51, 26.82it/s, loss=3.98, v_num=0]
    Epoch 0:  72%|███████▏  | 24251/33666 [15:04<05:51, 26.82it/s, loss=3.97, v_num=0]
    Epoch 0:  72%|███████▏  | 24252/33666 [15:04<05:51, 26.82it/s, loss=3.97, v_num=0]
    Epoch 0:  72%|███████▏  | 24252/33666 [15:04<05:51, 26.82it/s, loss=3.98, v_num=0]
    Epoch 0:  72%|███████▏  | 24253/33666 [15:04<05:51, 26.82it/s, loss=3.98, v_num=0]
    Epoch 0:  72%|███████▏  | 24253/33666 [15:04<05:51, 26.82it/s, loss=4.03, v_num=0]
    Epoch 0:  72%|███████▏  | 24254/33666 [15:04<05:50, 26.82it/s, loss=4.03, v_num=0]
    Epoch 0:  72%|███████▏  | 24254/33666 [15:04<05:50, 26.82it/s, loss=4.06, v_num=0]
    Epoch 0:  72%|███████▏  | 24255/33666 [15:04<05:50, 26.82it/s, loss=4.06, v_num=0]
    Epoch 0:  72%|███████▏  | 24255/33666 [15:04<05:50, 26.82it/s, loss=4.07, v_num=0]
    Epoch 0:  72%|███████▏  | 24256/33666 [15:04<05:50, 26.82it/s, loss=4.07, v_num=0]
    Epoch 0:  72%|███████▏  | 24256/33666 [15:04<05:50, 26.82it/s, loss=4.07, v_num=0]
    Epoch 0:  72%|███████▏  | 24257/33666 [15:04<05:50, 26.82it/s, loss=4.07, v_num=0]
    Epoch 0:  72%|███████▏  | 24257/33666 [15:04<05:50, 26.82it/s, loss=4.05, v_num=0]
    Epoch 0:  72%|███████▏  | 24258/33666 [15:04<05:50, 26.82it/s, loss=4.05, v_num=0]
    Epoch 0:  72%|███████▏  | 24258/33666 [15:04<05:50, 26.82it/s, loss=4.05, v_num=0]
    Epoch 0:  72%|███████▏  | 24259/33666 [15:04<05:50, 26.82it/s, loss=4.05, v_num=0]
    Epoch 0:  72%|███████▏  | 24259/33666 [15:04<05:50, 26.82it/s, loss=4.05, v_num=0]
    Epoch 0:  72%|███████▏  | 24260/33666 [15:04<05:50, 26.82it/s, loss=4.05, v_num=0]
    Epoch 0:  72%|███████▏  | 24260/33666 [15:04<05:50, 26.82it/s, loss=4.08, v_num=0]
    Epoch 0:  72%|███████▏  | 24261/33666 [15:04<05:50, 26.82it/s, loss=4.08, v_num=0]
    Epoch 0:  72%|███████▏  | 24261/33666 [15:04<05:50, 26.82it/s, loss=4.1, v_num=0] 
    Epoch 0:  72%|███████▏  | 24262/33666 [15:04<05:50, 26.82it/s, loss=4.1, v_num=0]
    Epoch 0:  72%|███████▏  | 24262/33666 [15:04<05:50, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  72%|███████▏  | 24263/33666 [15:04<05:50, 26.82it/s, loss=4.16, v_num=0]
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    Epoch 0:  72%|███████▏  | 24264/33666 [15:04<05:50, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  72%|███████▏  | 24264/33666 [15:04<05:50, 26.82it/s, loss=4.08, v_num=0]
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    Epoch 0:  72%|███████▏  | 24266/33666 [15:04<05:50, 26.82it/s, loss=4.18, v_num=0]
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    Epoch 0:  72%|███████▏  | 24268/33666 [15:04<05:50, 26.82it/s, loss=4.16, v_num=0]
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    Epoch 0:  72%|███████▏  | 24269/33666 [15:05<05:50, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  72%|███████▏  | 24270/33666 [15:05<05:50, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  72%|███████▏  | 24270/33666 [15:05<05:50, 26.82it/s, loss=4.08, v_num=0]
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    Epoch 0:  72%|███████▏  | 24271/33666 [15:05<05:50, 26.82it/s, loss=4.07, v_num=0]
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    Epoch 0:  72%|███████▏  | 24272/33666 [15:05<05:50, 26.82it/s, loss=4.01, v_num=0]
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    Epoch 0:  72%|███████▏  | 24273/33666 [15:05<05:50, 26.82it/s, loss=3.99, v_num=0]
    Epoch 0:  72%|███████▏  | 24274/33666 [15:05<05:50, 26.82it/s, loss=3.99, v_num=0]
    Epoch 0:  72%|███████▏  | 24274/33666 [15:05<05:50, 26.82it/s, loss=3.97, v_num=0]
    Epoch 0:  72%|███████▏  | 24275/33666 [15:05<05:50, 26.82it/s, loss=3.97, v_num=0]
    Epoch 0:  72%|███████▏  | 24275/33666 [15:05<05:50, 26.82it/s, loss=3.95, v_num=0]
    Epoch 0:  72%|███████▏  | 24276/33666 [15:05<05:50, 26.82it/s, loss=3.95, v_num=0]
    Epoch 0:  72%|███████▏  | 24276/33666 [15:05<05:50, 26.82it/s, loss=3.94, v_num=0]
    Epoch 0:  72%|███████▏  | 24277/33666 [15:05<05:50, 26.82it/s, loss=3.94, v_num=0]
    Epoch 0:  72%|███████▏  | 24277/33666 [15:05<05:50, 26.82it/s, loss=3.94, v_num=0]
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    Epoch 0:  72%|███████▏  | 24278/33666 [15:05<05:50, 26.82it/s, loss=3.95, v_num=0]
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    Epoch 0:  72%|███████▏  | 24279/33666 [15:05<05:50, 26.82it/s, loss=3.96, v_num=0]
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    Epoch 0:  72%|███████▏  | 24280/33666 [15:05<05:50, 26.82it/s, loss=3.99, v_num=0]
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    Epoch 0:  72%|███████▏  | 24281/33666 [15:05<05:49, 26.82it/s, loss=3.99, v_num=0]
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    Epoch 0:  72%|███████▏  | 24282/33666 [15:05<05:49, 26.82it/s, loss=3.95, v_num=0]
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    Epoch 0:  72%|███████▏  | 24283/33666 [15:05<05:49, 26.82it/s, loss=3.96, v_num=0]
    Epoch 0:  72%|███████▏  | 24284/33666 [15:05<05:49, 26.82it/s, loss=3.96, v_num=0]
    Epoch 0:  72%|███████▏  | 24284/33666 [15:05<05:49, 26.82it/s, loss=4.01, v_num=0]
    Epoch 0:  72%|███████▏  | 24285/33666 [15:05<05:49, 26.82it/s, loss=4.01, v_num=0]
    Epoch 0:  72%|███████▏  | 24285/33666 [15:05<05:49, 26.82it/s, loss=4, v_num=0]   
    Epoch 0:  72%|███████▏  | 24286/33666 [15:05<05:49, 26.82it/s, loss=4, v_num=0]
    Epoch 0:  72%|███████▏  | 24286/33666 [15:05<05:49, 26.82it/s, loss=3.89, v_num=0]
    Epoch 0:  72%|███████▏  | 24287/33666 [15:05<05:49, 26.82it/s, loss=3.89, v_num=0]
    Epoch 0:  72%|███████▏  | 24287/33666 [15:05<05:49, 26.82it/s, loss=3.91, v_num=0]
    Epoch 0:  72%|███████▏  | 24288/33666 [15:05<05:49, 26.82it/s, loss=3.91, v_num=0]
    Epoch 0:  72%|███████▏  | 24288/33666 [15:05<05:49, 26.82it/s, loss=3.88, v_num=0]
    Epoch 0:  72%|███████▏  | 24289/33666 [15:05<05:49, 26.82it/s, loss=3.88, v_num=0]
    Epoch 0:  72%|███████▏  | 24289/33666 [15:05<05:49, 26.82it/s, loss=3.98, v_num=0]
    Epoch 0:  72%|███████▏  | 24290/33666 [15:05<05:49, 26.82it/s, loss=3.98, v_num=0]
    Epoch 0:  72%|███████▏  | 24290/33666 [15:05<05:49, 26.82it/s, loss=4, v_num=0]   
    Epoch 0:  72%|███████▏  | 24291/33666 [15:05<05:49, 26.82it/s, loss=4, v_num=0]
    Epoch 0:  72%|███████▏  | 24291/33666 [15:05<05:49, 26.82it/s, loss=3.98, v_num=0]
    Epoch 0:  72%|███████▏  | 24292/33666 [15:05<05:49, 26.82it/s, loss=3.98, v_num=0]
    Epoch 0:  72%|███████▏  | 24292/33666 [15:05<05:49, 26.82it/s, loss=4.08, v_num=0]
    Epoch 0:  72%|███████▏  | 24293/33666 [15:05<05:49, 26.82it/s, loss=4.08, v_num=0]
    Epoch 0:  72%|███████▏  | 24293/33666 [15:05<05:49, 26.82it/s, loss=4.08, v_num=0]
    Epoch 0:  72%|███████▏  | 24294/33666 [15:05<05:49, 26.82it/s, loss=4.08, v_num=0]
    Epoch 0:  72%|███████▏  | 24294/33666 [15:05<05:49, 26.82it/s, loss=4.08, v_num=0]
    Epoch 0:  72%|███████▏  | 24295/33666 [15:05<05:49, 26.82it/s, loss=4.08, v_num=0]
    Epoch 0:  72%|███████▏  | 24295/33666 [15:05<05:49, 26.82it/s, loss=4.1, v_num=0] 
    Epoch 0:  72%|███████▏  | 24296/33666 [15:05<05:49, 26.82it/s, loss=4.1, v_num=0]
    Epoch 0:  72%|███████▏  | 24296/33666 [15:05<05:49, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  72%|███████▏  | 24297/33666 [15:06<05:49, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  72%|███████▏  | 24297/33666 [15:06<05:49, 26.82it/s, loss=4.03, v_num=0]
    Epoch 0:  72%|███████▏  | 24298/33666 [15:06<05:49, 26.82it/s, loss=4.03, v_num=0]
    Epoch 0:  72%|███████▏  | 24298/33666 [15:06<05:49, 26.82it/s, loss=3.95, v_num=0]
    Epoch 0:  72%|███████▏  | 24299/33666 [15:06<05:49, 26.82it/s, loss=3.95, v_num=0]
    Epoch 0:  72%|███████▏  | 24299/33666 [15:06<05:49, 26.82it/s, loss=3.98, v_num=0]
    Epoch 0:  72%|███████▏  | 24300/33666 [15:06<05:49, 26.82it/s, loss=3.98, v_num=0]
    Epoch 0:  72%|███████▏  | 24300/33666 [15:06<05:49, 26.82it/s, loss=3.96, v_num=0]
    Epoch 0:  72%|███████▏  | 24301/33666 [15:06<05:49, 26.82it/s, loss=3.96, v_num=0]
    Epoch 0:  72%|███████▏  | 24301/33666 [15:06<05:49, 26.82it/s, loss=3.98, v_num=0]
    Epoch 0:  72%|███████▏  | 24302/33666 [15:06<05:49, 26.82it/s, loss=3.98, v_num=0]
    Epoch 0:  72%|███████▏  | 24302/33666 [15:06<05:49, 26.82it/s, loss=4, v_num=0]   
    Epoch 0:  72%|███████▏  | 24303/33666 [15:06<05:49, 26.82it/s, loss=4, v_num=0]
    Epoch 0:  72%|███████▏  | 24303/33666 [15:06<05:49, 26.82it/s, loss=4.06, v_num=0]
    Epoch 0:  72%|███████▏  | 24304/33666 [15:06<05:49, 26.82it/s, loss=4.06, v_num=0]
    Epoch 0:  72%|███████▏  | 24304/33666 [15:06<05:49, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  72%|███████▏  | 24305/33666 [15:06<05:49, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  72%|███████▏  | 24305/33666 [15:06<05:49, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  72%|███████▏  | 24306/33666 [15:06<05:49, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  72%|███████▏  | 24306/33666 [15:06<05:49, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  72%|███████▏  | 24307/33666 [15:06<05:48, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  72%|███████▏  | 24307/33666 [15:06<05:48, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  72%|███████▏  | 24308/33666 [15:06<05:48, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  72%|███████▏  | 24308/33666 [15:06<05:48, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  72%|███████▏  | 24309/33666 [15:06<05:48, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  72%|███████▏  | 24309/33666 [15:06<05:48, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  72%|███████▏  | 24310/33666 [15:06<05:48, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  72%|███████▏  | 24310/33666 [15:06<05:48, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  72%|███████▏  | 24311/33666 [15:06<05:48, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  72%|███████▏  | 24311/33666 [15:06<05:48, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  72%|███████▏  | 24312/33666 [15:06<05:48, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  72%|███████▏  | 24312/33666 [15:06<05:48, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  72%|███████▏  | 24313/33666 [15:06<05:48, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  72%|███████▏  | 24313/33666 [15:06<05:48, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  72%|███████▏  | 24314/33666 [15:06<05:48, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  72%|███████▏  | 24314/33666 [15:06<05:48, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  72%|███████▏  | 24315/33666 [15:06<05:48, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  72%|███████▏  | 24315/33666 [15:06<05:48, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  72%|███████▏  | 24316/33666 [15:06<05:48, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  72%|███████▏  | 24316/33666 [15:06<05:48, 26.82it/s, loss=4.2, v_num=0] 
    Epoch 0:  72%|███████▏  | 24317/33666 [15:06<05:48, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  72%|███████▏  | 24317/33666 [15:06<05:48, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  72%|███████▏  | 24318/33666 [15:06<05:48, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  72%|███████▏  | 24318/33666 [15:06<05:48, 26.82it/s, loss=4.33, v_num=0]
    Epoch 0:  72%|███████▏  | 24319/33666 [15:06<05:48, 26.82it/s, loss=4.33, v_num=0]
    Epoch 0:  72%|███████▏  | 24319/33666 [15:06<05:48, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  72%|███████▏  | 24320/33666 [15:06<05:48, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  72%|███████▏  | 24320/33666 [15:06<05:48, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  72%|███████▏  | 24321/33666 [15:06<05:48, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  72%|███████▏  | 24321/33666 [15:06<05:48, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  72%|███████▏  | 24322/33666 [15:06<05:48, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  72%|███████▏  | 24322/33666 [15:06<05:48, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  72%|███████▏  | 24323/33666 [15:06<05:48, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  72%|███████▏  | 24323/33666 [15:06<05:48, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  72%|███████▏  | 24324/33666 [15:07<05:48, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  72%|███████▏  | 24324/33666 [15:07<05:48, 26.82it/s, loss=4.21, v_num=0]
    Epoch 0:  72%|███████▏  | 24325/33666 [15:07<05:48, 26.82it/s, loss=4.21, v_num=0]
    Epoch 0:  72%|███████▏  | 24325/33666 [15:07<05:48, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  72%|███████▏  | 24326/33666 [15:07<05:48, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  72%|███████▏  | 24326/33666 [15:07<05:48, 26.82it/s, loss=4.1, v_num=0] 
    Epoch 0:  72%|███████▏  | 24327/33666 [15:07<05:48, 26.82it/s, loss=4.1, v_num=0]
    Epoch 0:  72%|███████▏  | 24327/33666 [15:07<05:48, 26.82it/s, loss=4.09, v_num=0]
    Epoch 0:  72%|███████▏  | 24328/33666 [15:07<05:48, 26.82it/s, loss=4.09, v_num=0]
    Epoch 0:  72%|███████▏  | 24328/33666 [15:07<05:48, 26.82it/s, loss=4.13, v_num=0]
    Epoch 0:  72%|███████▏  | 24329/33666 [15:07<05:48, 26.82it/s, loss=4.13, v_num=0]
    Epoch 0:  72%|███████▏  | 24329/33666 [15:07<05:48, 26.82it/s, loss=4.09, v_num=0]
    Epoch 0:  72%|███████▏  | 24330/33666 [15:07<05:48, 26.82it/s, loss=4.09, v_num=0]
    Epoch 0:  72%|███████▏  | 24330/33666 [15:07<05:48, 26.82it/s, loss=4.07, v_num=0]
    Epoch 0:  72%|███████▏  | 24331/33666 [15:07<05:48, 26.82it/s, loss=4.07, v_num=0]
    Epoch 0:  72%|███████▏  | 24331/33666 [15:07<05:48, 26.82it/s, loss=4.07, v_num=0]
    Epoch 0:  72%|███████▏  | 24332/33666 [15:07<05:48, 26.82it/s, loss=4.07, v_num=0]
    Epoch 0:  72%|███████▏  | 24332/33666 [15:07<05:48, 26.82it/s, loss=4.04, v_num=0]
    Epoch 0:  72%|███████▏  | 24333/33666 [15:07<05:48, 26.82it/s, loss=4.04, v_num=0]
    Epoch 0:  72%|███████▏  | 24333/33666 [15:07<05:48, 26.82it/s, loss=4.01, v_num=0]
    Epoch 0:  72%|███████▏  | 24334/33666 [15:07<05:47, 26.82it/s, loss=4.01, v_num=0]
    Epoch 0:  72%|███████▏  | 24334/33666 [15:07<05:47, 26.82it/s, loss=3.97, v_num=0]
    Epoch 0:  72%|███████▏  | 24335/33666 [15:07<05:47, 26.82it/s, loss=3.97, v_num=0]
    Epoch 0:  72%|███████▏  | 24335/33666 [15:07<05:47, 26.82it/s, loss=3.95, v_num=0]
    Epoch 0:  72%|███████▏  | 24336/33666 [15:07<05:47, 26.82it/s, loss=3.95, v_num=0]
    Epoch 0:  72%|███████▏  | 24336/33666 [15:07<05:47, 26.82it/s, loss=3.95, v_num=0]
    Epoch 0:  72%|███████▏  | 24337/33666 [15:07<05:47, 26.82it/s, loss=3.95, v_num=0]
    Epoch 0:  72%|███████▏  | 24337/33666 [15:07<05:47, 26.82it/s, loss=3.92, v_num=0]
    Epoch 0:  72%|███████▏  | 24338/33666 [15:07<05:47, 26.82it/s, loss=3.92, v_num=0]
    Epoch 0:  72%|███████▏  | 24338/33666 [15:07<05:47, 26.82it/s, loss=3.96, v_num=0]
    Epoch 0:  72%|███████▏  | 24339/33666 [15:07<05:47, 26.82it/s, loss=3.96, v_num=0]
    Epoch 0:  72%|███████▏  | 24339/33666 [15:07<05:47, 26.82it/s, loss=4.01, v_num=0]
    Epoch 0:  72%|███████▏  | 24340/33666 [15:07<05:47, 26.82it/s, loss=4.01, v_num=0]
    Epoch 0:  72%|███████▏  | 24340/33666 [15:07<05:47, 26.82it/s, loss=4.02, v_num=0]
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    Epoch 0:  72%|███████▏  | 24341/33666 [15:07<05:47, 26.82it/s, loss=3.98, v_num=0]
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    Epoch 0:  72%|███████▏  | 24347/33666 [15:07<05:47, 26.82it/s, loss=3.92, v_num=0]
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    Epoch 0:  72%|███████▏  | 24348/33666 [15:07<05:47, 26.82it/s, loss=3.93, v_num=0]
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    Epoch 0:  72%|███████▏  | 24349/33666 [15:07<05:47, 26.82it/s, loss=3.93, v_num=0]
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    Epoch 0:  72%|███████▏  | 24350/33666 [15:07<05:47, 26.82it/s, loss=3.92, v_num=0]
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    Epoch 0:  72%|███████▏  | 24351/33666 [15:08<05:47, 26.82it/s, loss=3.93, v_num=0]
    Epoch 0:  72%|███████▏  | 24352/33666 [15:08<05:47, 26.82it/s, loss=3.93, v_num=0]
    Epoch 0:  72%|███████▏  | 24352/33666 [15:08<05:47, 26.82it/s, loss=3.92, v_num=0]
    Epoch 0:  72%|███████▏  | 24353/33666 [15:08<05:47, 26.82it/s, loss=3.92, v_num=0]
    Epoch 0:  72%|███████▏  | 24353/33666 [15:08<05:47, 26.82it/s, loss=3.93, v_num=0]
    Epoch 0:  72%|███████▏  | 24354/33666 [15:08<05:47, 26.82it/s, loss=3.93, v_num=0]
    Epoch 0:  72%|███████▏  | 24354/33666 [15:08<05:47, 26.82it/s, loss=3.98, v_num=0]
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    Epoch 0:  72%|███████▏  | 24355/33666 [15:08<05:47, 26.82it/s, loss=4.02, v_num=0]
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    Epoch 0:  72%|███████▏  | 24357/33666 [15:08<05:47, 26.82it/s, loss=4.01, v_num=0]
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    Epoch 0:  72%|███████▏  | 24359/33666 [15:08<05:47, 26.82it/s, loss=4.02, v_num=0]
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    Epoch 0:  72%|███████▏  | 24360/33666 [15:08<05:47, 26.82it/s, loss=4, v_num=0]   
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    Epoch 0:  72%|███████▏  | 24363/33666 [15:08<05:46, 26.82it/s, loss=4.02, v_num=0]
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    Epoch 0:  72%|███████▏  | 24364/33666 [15:08<05:46, 26.82it/s, loss=4.06, v_num=0]
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    Epoch 0:  72%|███████▏  | 24365/33666 [15:08<05:46, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  72%|███████▏  | 24366/33666 [15:08<05:46, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  72%|███████▏  | 24366/33666 [15:08<05:46, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  72%|███████▏  | 24367/33666 [15:08<05:46, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  72%|███████▏  | 24367/33666 [15:08<05:46, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  72%|███████▏  | 24368/33666 [15:08<05:46, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  72%|███████▏  | 24368/33666 [15:08<05:46, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  72%|███████▏  | 24369/33666 [15:08<05:46, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  72%|███████▏  | 24369/33666 [15:08<05:46, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  72%|███████▏  | 24370/33666 [15:08<05:46, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  72%|███████▏  | 24370/33666 [15:08<05:46, 26.82it/s, loss=4.21, v_num=0]
    Epoch 0:  72%|███████▏  | 24371/33666 [15:08<05:46, 26.82it/s, loss=4.21, v_num=0]
    Epoch 0:  72%|███████▏  | 24371/33666 [15:08<05:46, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  72%|███████▏  | 24372/33666 [15:08<05:46, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  72%|███████▏  | 24372/33666 [15:08<05:46, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  72%|███████▏  | 24373/33666 [15:08<05:46, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  72%|███████▏  | 24373/33666 [15:08<05:46, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  72%|███████▏  | 24374/33666 [15:08<05:46, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  72%|███████▏  | 24374/33666 [15:08<05:46, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  72%|███████▏  | 24375/33666 [15:08<05:46, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  72%|███████▏  | 24375/33666 [15:08<05:46, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  72%|███████▏  | 24376/33666 [15:08<05:46, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  72%|███████▏  | 24376/33666 [15:08<05:46, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  72%|███████▏  | 24377/33666 [15:08<05:46, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  72%|███████▏  | 24377/33666 [15:08<05:46, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  72%|███████▏  | 24378/33666 [15:08<05:46, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  72%|███████▏  | 24378/33666 [15:08<05:46, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  72%|███████▏  | 24379/33666 [15:09<05:46, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  72%|███████▏  | 24379/33666 [15:09<05:46, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  72%|███████▏  | 24380/33666 [15:09<05:46, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  72%|███████▏  | 24380/33666 [15:09<05:46, 26.82it/s, loss=4.13, v_num=0]
    Epoch 0:  72%|███████▏  | 24381/33666 [15:09<05:46, 26.82it/s, loss=4.13, v_num=0]
    Epoch 0:  72%|███████▏  | 24381/33666 [15:09<05:46, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  72%|███████▏  | 24382/33666 [15:09<05:46, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  72%|███████▏  | 24382/33666 [15:09<05:46, 26.82it/s, loss=4.04, v_num=0]
    Epoch 0:  72%|███████▏  | 24383/33666 [15:09<05:46, 26.82it/s, loss=4.04, v_num=0]
    Epoch 0:  72%|███████▏  | 24383/33666 [15:09<05:46, 26.82it/s, loss=4.07, v_num=0]
    Epoch 0:  72%|███████▏  | 24384/33666 [15:09<05:46, 26.82it/s, loss=4.07, v_num=0]
    Epoch 0:  72%|███████▏  | 24384/33666 [15:09<05:46, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  72%|███████▏  | 24385/33666 [15:09<05:46, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  72%|███████▏  | 24385/33666 [15:09<05:46, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  72%|███████▏  | 24386/33666 [15:09<05:46, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  72%|███████▏  | 24386/33666 [15:09<05:46, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  72%|███████▏  | 24387/33666 [15:09<05:45, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  72%|███████▏  | 24387/33666 [15:09<05:45, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  72%|███████▏  | 24388/33666 [15:09<05:45, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  72%|███████▏  | 24388/33666 [15:09<05:45, 26.82it/s, loss=4.09, v_num=0]
    Epoch 0:  72%|███████▏  | 24389/33666 [15:09<05:45, 26.82it/s, loss=4.09, v_num=0]
    Epoch 0:  72%|███████▏  | 24389/33666 [15:09<05:45, 26.82it/s, loss=4.1, v_num=0] 
    Epoch 0:  72%|███████▏  | 24390/33666 [15:09<05:45, 26.82it/s, loss=4.1, v_num=0]
    Epoch 0:  72%|███████▏  | 24390/33666 [15:09<05:45, 26.82it/s, loss=4.08, v_num=0]
    Epoch 0:  72%|███████▏  | 24391/33666 [15:09<05:45, 26.82it/s, loss=4.08, v_num=0]
    Epoch 0:  72%|███████▏  | 24391/33666 [15:09<05:45, 26.82it/s, loss=4.09, v_num=0]
    Epoch 0:  72%|███████▏  | 24392/33666 [15:09<05:45, 26.82it/s, loss=4.09, v_num=0]
    Epoch 0:  72%|███████▏  | 24392/33666 [15:09<05:45, 26.82it/s, loss=4.08, v_num=0]
    Epoch 0:  72%|███████▏  | 24393/33666 [15:09<05:45, 26.82it/s, loss=4.08, v_num=0]
    Epoch 0:  72%|███████▏  | 24393/33666 [15:09<05:45, 26.82it/s, loss=4.07, v_num=0]
    Epoch 0:  72%|███████▏  | 24394/33666 [15:09<05:45, 26.82it/s, loss=4.07, v_num=0]
    Epoch 0:  72%|███████▏  | 24394/33666 [15:09<05:45, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  72%|███████▏  | 24395/33666 [15:09<05:45, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  72%|███████▏  | 24395/33666 [15:09<05:45, 26.82it/s, loss=4.07, v_num=0]
    Epoch 0:  72%|███████▏  | 24396/33666 [15:09<05:45, 26.82it/s, loss=4.07, v_num=0]
    Epoch 0:  72%|███████▏  | 24396/33666 [15:09<05:45, 26.82it/s, loss=4.03, v_num=0]
    Epoch 0:  72%|███████▏  | 24397/33666 [15:09<05:45, 26.82it/s, loss=4.03, v_num=0]
    Epoch 0:  72%|███████▏  | 24397/33666 [15:09<05:45, 26.82it/s, loss=4.02, v_num=0]
    Epoch 0:  72%|███████▏  | 24398/33666 [15:09<05:45, 26.82it/s, loss=4.02, v_num=0]
    Epoch 0:  72%|███████▏  | 24398/33666 [15:09<05:45, 26.82it/s, loss=4.07, v_num=0]
    Epoch 0:  72%|███████▏  | 24399/33666 [15:09<05:45, 26.82it/s, loss=4.07, v_num=0]
    Epoch 0:  72%|███████▏  | 24399/33666 [15:09<05:45, 26.82it/s, loss=4.1, v_num=0] 
    Epoch 0:  72%|███████▏  | 24400/33666 [15:09<05:45, 26.82it/s, loss=4.1, v_num=0]
    Epoch 0:  72%|███████▏  | 24400/33666 [15:09<05:45, 26.82it/s, loss=4.09, v_num=0]
    Epoch 0:  72%|███████▏  | 24401/33666 [15:09<05:45, 26.82it/s, loss=4.09, v_num=0]
    Epoch 0:  72%|███████▏  | 24401/33666 [15:09<05:45, 26.82it/s, loss=4.07, v_num=0]
    Epoch 0:  72%|███████▏  | 24402/33666 [15:09<05:45, 26.82it/s, loss=4.07, v_num=0]
    Epoch 0:  72%|███████▏  | 24402/33666 [15:09<05:45, 26.82it/s, loss=4.1, v_num=0] 
    Epoch 0:  72%|███████▏  | 24403/33666 [15:09<05:45, 26.82it/s, loss=4.1, v_num=0]
    Epoch 0:  72%|███████▏  | 24403/33666 [15:09<05:45, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  72%|███████▏  | 24404/33666 [15:09<05:45, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  72%|███████▏  | 24404/33666 [15:09<05:45, 26.82it/s, loss=4.13, v_num=0]
    Epoch 0:  72%|███████▏  | 24405/33666 [15:09<05:45, 26.82it/s, loss=4.13, v_num=0]
    Epoch 0:  72%|███████▏  | 24405/33666 [15:09<05:45, 26.82it/s, loss=4.08, v_num=0]
    Epoch 0:  72%|███████▏  | 24406/33666 [15:09<05:45, 26.82it/s, loss=4.08, v_num=0]
    Epoch 0:  72%|███████▏  | 24406/33666 [15:09<05:45, 26.82it/s, loss=4.1, v_num=0] 
    Epoch 0:  72%|███████▏  | 24407/33666 [15:10<05:45, 26.82it/s, loss=4.1, v_num=0]
    Epoch 0:  72%|███████▏  | 24407/33666 [15:10<05:45, 26.82it/s, loss=4.1, v_num=0]
    Epoch 0:  73%|███████▎  | 24408/33666 [15:10<05:45, 26.82it/s, loss=4.1, v_num=0]
    Epoch 0:  73%|███████▎  | 24408/33666 [15:10<05:45, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  73%|███████▎  | 24409/33666 [15:10<05:45, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  73%|███████▎  | 24409/33666 [15:10<05:45, 26.82it/s, loss=4.13, v_num=0]
    Epoch 0:  73%|███████▎  | 24410/33666 [15:10<05:45, 26.82it/s, loss=4.13, v_num=0]
    Epoch 0:  73%|███████▎  | 24410/33666 [15:10<05:45, 26.82it/s, loss=4.1, v_num=0] 
    Epoch 0:  73%|███████▎  | 24411/33666 [15:10<05:45, 26.82it/s, loss=4.1, v_num=0]
    Epoch 0:  73%|███████▎  | 24411/33666 [15:10<05:45, 26.82it/s, loss=4.09, v_num=0]
    Epoch 0:  73%|███████▎  | 24412/33666 [15:10<05:45, 26.82it/s, loss=4.09, v_num=0]
    Epoch 0:  73%|███████▎  | 24412/33666 [15:10<05:45, 26.82it/s, loss=4.07, v_num=0]
    Epoch 0:  73%|███████▎  | 24413/33666 [15:10<05:44, 26.82it/s, loss=4.07, v_num=0]
    Epoch 0:  73%|███████▎  | 24413/33666 [15:10<05:44, 26.82it/s, loss=4.08, v_num=0]
    Epoch 0:  73%|███████▎  | 24414/33666 [15:10<05:44, 26.82it/s, loss=4.08, v_num=0]
    Epoch 0:  73%|███████▎  | 24414/33666 [15:10<05:44, 26.82it/s, loss=4.09, v_num=0]
    Epoch 0:  73%|███████▎  | 24415/33666 [15:10<05:44, 26.82it/s, loss=4.09, v_num=0]
    Epoch 0:  73%|███████▎  | 24415/33666 [15:10<05:44, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  73%|███████▎  | 24416/33666 [15:10<05:44, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  73%|███████▎  | 24416/33666 [15:10<05:44, 26.82it/s, loss=4.2, v_num=0] 
    Epoch 0:  73%|███████▎  | 24417/33666 [15:10<05:44, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  73%|███████▎  | 24417/33666 [15:10<05:44, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  73%|███████▎  | 24418/33666 [15:10<05:44, 26.82it/s, loss=4.2, v_num=0]
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    Epoch 0:  73%|███████▎  | 24419/33666 [15:10<05:44, 26.82it/s, loss=4.21, v_num=0]
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    Epoch 0:  73%|███████▎  | 24424/33666 [15:10<05:44, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  73%|███████▎  | 24424/33666 [15:10<05:44, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  73%|███████▎  | 24425/33666 [15:10<05:44, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  73%|███████▎  | 24425/33666 [15:10<05:44, 26.82it/s, loss=4.19, v_num=0]
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    Epoch 0:  73%|███████▎  | 24426/33666 [15:10<05:44, 26.82it/s, loss=4.17, v_num=0]
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    Epoch 0:  73%|███████▎  | 24427/33666 [15:10<05:44, 26.82it/s, loss=4.2, v_num=0] 
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    Epoch 0:  73%|███████▎  | 24428/33666 [15:10<05:44, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  73%|███████▎  | 24429/33666 [15:10<05:44, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  73%|███████▎  | 24429/33666 [15:10<05:44, 26.82it/s, loss=4.13, v_num=0]
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    Epoch 0:  73%|███████▎  | 24430/33666 [15:10<05:44, 26.82it/s, loss=4.15, v_num=0]
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    Epoch 0:  73%|███████▎  | 24431/33666 [15:10<05:44, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  73%|███████▎  | 24432/33666 [15:10<05:44, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  73%|███████▎  | 24432/33666 [15:10<05:44, 26.82it/s, loss=4.25, v_num=0]
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    Epoch 0:  73%|███████▎  | 24433/33666 [15:10<05:44, 26.82it/s, loss=4.29, v_num=0]
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    Epoch 0:  73%|███████▎  | 24434/33666 [15:11<05:44, 26.82it/s, loss=4.28, v_num=0]
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    Epoch 0:  73%|███████▎  | 24435/33666 [15:11<05:44, 26.82it/s, loss=4.3, v_num=0] 
    Epoch 0:  73%|███████▎  | 24436/33666 [15:11<05:44, 26.82it/s, loss=4.3, v_num=0]
    Epoch 0:  73%|███████▎  | 24436/33666 [15:11<05:44, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  73%|███████▎  | 24437/33666 [15:11<05:44, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  73%|███████▎  | 24437/33666 [15:11<05:44, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  73%|███████▎  | 24438/33666 [15:11<05:44, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  73%|███████▎  | 24438/33666 [15:11<05:44, 26.82it/s, loss=4.21, v_num=0]
    Epoch 0:  73%|███████▎  | 24439/33666 [15:11<05:44, 26.82it/s, loss=4.21, v_num=0]
    Epoch 0:  73%|███████▎  | 24439/33666 [15:11<05:44, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  73%|███████▎  | 24440/33666 [15:11<05:43, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  73%|███████▎  | 24440/33666 [15:11<05:43, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  73%|███████▎  | 24441/33666 [15:11<05:43, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  73%|███████▎  | 24441/33666 [15:11<05:43, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  73%|███████▎  | 24442/33666 [15:11<05:43, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  73%|███████▎  | 24442/33666 [15:11<05:43, 26.82it/s, loss=4.27, v_num=0]
    Epoch 0:  73%|███████▎  | 24443/33666 [15:11<05:43, 26.82it/s, loss=4.27, v_num=0]
    Epoch 0:  73%|███████▎  | 24443/33666 [15:11<05:43, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  73%|███████▎  | 24444/33666 [15:11<05:43, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  73%|███████▎  | 24444/33666 [15:11<05:43, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  73%|███████▎  | 24445/33666 [15:11<05:43, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  73%|███████▎  | 24445/33666 [15:11<05:43, 26.82it/s, loss=4.27, v_num=0]
    Epoch 0:  73%|███████▎  | 24446/33666 [15:11<05:43, 26.82it/s, loss=4.27, v_num=0]
    Epoch 0:  73%|███████▎  | 24446/33666 [15:11<05:43, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  73%|███████▎  | 24447/33666 [15:11<05:43, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  73%|███████▎  | 24447/33666 [15:11<05:43, 26.82it/s, loss=4.21, v_num=0]
    Epoch 0:  73%|███████▎  | 24448/33666 [15:11<05:43, 26.82it/s, loss=4.21, v_num=0]
    Epoch 0:  73%|███████▎  | 24448/33666 [15:11<05:43, 26.82it/s, loss=4.27, v_num=0]
    Epoch 0:  73%|███████▎  | 24449/33666 [15:11<05:43, 26.82it/s, loss=4.27, v_num=0]
    Epoch 0:  73%|███████▎  | 24449/33666 [15:11<05:43, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  73%|███████▎  | 24450/33666 [15:11<05:43, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  73%|███████▎  | 24450/33666 [15:11<05:43, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  73%|███████▎  | 24451/33666 [15:11<05:43, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  73%|███████▎  | 24451/33666 [15:11<05:43, 26.82it/s, loss=4.27, v_num=0]
    Epoch 0:  73%|███████▎  | 24452/33666 [15:11<05:43, 26.82it/s, loss=4.27, v_num=0]
    Epoch 0:  73%|███████▎  | 24452/33666 [15:11<05:43, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  73%|███████▎  | 24453/33666 [15:11<05:43, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  73%|███████▎  | 24453/33666 [15:11<05:43, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  73%|███████▎  | 24454/33666 [15:11<05:43, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  73%|███████▎  | 24454/33666 [15:11<05:43, 26.82it/s, loss=4.21, v_num=0]
    Epoch 0:  73%|███████▎  | 24455/33666 [15:11<05:43, 26.82it/s, loss=4.21, v_num=0]
    Epoch 0:  73%|███████▎  | 24455/33666 [15:11<05:43, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  73%|███████▎  | 24456/33666 [15:11<05:43, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  73%|███████▎  | 24456/33666 [15:11<05:43, 26.82it/s, loss=4.2, v_num=0] 
    Epoch 0:  73%|███████▎  | 24457/33666 [15:11<05:43, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  73%|███████▎  | 24457/33666 [15:11<05:43, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  73%|███████▎  | 24458/33666 [15:11<05:43, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  73%|███████▎  | 24458/33666 [15:11<05:43, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  73%|███████▎  | 24459/33666 [15:11<05:43, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  73%|███████▎  | 24459/33666 [15:11<05:43, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  73%|███████▎  | 24460/33666 [15:11<05:43, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  73%|███████▎  | 24460/33666 [15:11<05:43, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  73%|███████▎  | 24461/33666 [15:12<05:43, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  73%|███████▎  | 24461/33666 [15:12<05:43, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  73%|███████▎  | 24462/33666 [15:12<05:43, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  73%|███████▎  | 24462/33666 [15:12<05:43, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  73%|███████▎  | 24463/33666 [15:12<05:43, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  73%|███████▎  | 24463/33666 [15:12<05:43, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  73%|███████▎  | 24464/33666 [15:12<05:43, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  73%|███████▎  | 24464/33666 [15:12<05:43, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  73%|███████▎  | 24465/33666 [15:12<05:43, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  73%|███████▎  | 24465/33666 [15:12<05:43, 26.82it/s, loss=4.13, v_num=0]
    Epoch 0:  73%|███████▎  | 24466/33666 [15:12<05:43, 26.82it/s, loss=4.13, v_num=0]
    Epoch 0:  73%|███████▎  | 24466/33666 [15:12<05:43, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  73%|███████▎  | 24467/33666 [15:12<05:42, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  73%|███████▎  | 24467/33666 [15:12<05:42, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  73%|███████▎  | 24468/33666 [15:12<05:42, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  73%|███████▎  | 24468/33666 [15:12<05:42, 26.82it/s, loss=4.1, v_num=0] 
    Epoch 0:  73%|███████▎  | 24469/33666 [15:12<05:42, 26.82it/s, loss=4.1, v_num=0]
    Epoch 0:  73%|███████▎  | 24469/33666 [15:12<05:42, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  73%|███████▎  | 24470/33666 [15:12<05:42, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  73%|███████▎  | 24470/33666 [15:12<05:42, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  73%|███████▎  | 24471/33666 [15:12<05:42, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  73%|███████▎  | 24471/33666 [15:12<05:42, 26.82it/s, loss=4.13, v_num=0]
    Epoch 0:  73%|███████▎  | 24472/33666 [15:12<05:42, 26.82it/s, loss=4.13, v_num=0]
    Epoch 0:  73%|███████▎  | 24472/33666 [15:12<05:42, 26.82it/s, loss=4.21, v_num=0]
    Epoch 0:  73%|███████▎  | 24473/33666 [15:12<05:42, 26.82it/s, loss=4.21, v_num=0]
    Epoch 0:  73%|███████▎  | 24473/33666 [15:12<05:42, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  73%|███████▎  | 24474/33666 [15:12<05:42, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  73%|███████▎  | 24474/33666 [15:12<05:42, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  73%|███████▎  | 24475/33666 [15:12<05:42, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  73%|███████▎  | 24475/33666 [15:12<05:42, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  73%|███████▎  | 24476/33666 [15:12<05:42, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  73%|███████▎  | 24476/33666 [15:12<05:42, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  73%|███████▎  | 24477/33666 [15:12<05:42, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  73%|███████▎  | 24477/33666 [15:12<05:42, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  73%|███████▎  | 24478/33666 [15:12<05:42, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  73%|███████▎  | 24478/33666 [15:12<05:42, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  73%|███████▎  | 24479/33666 [15:12<05:42, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  73%|███████▎  | 24479/33666 [15:12<05:42, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  73%|███████▎  | 24480/33666 [15:12<05:42, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  73%|███████▎  | 24480/33666 [15:12<05:42, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  73%|███████▎  | 24481/33666 [15:12<05:42, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  73%|███████▎  | 24481/33666 [15:12<05:42, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  73%|███████▎  | 24482/33666 [15:12<05:42, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  73%|███████▎  | 24482/33666 [15:12<05:42, 26.82it/s, loss=4.2, v_num=0] 
    Epoch 0:  73%|███████▎  | 24483/33666 [15:12<05:42, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  73%|███████▎  | 24483/33666 [15:12<05:42, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  73%|███████▎  | 24484/33666 [15:12<05:42, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  73%|███████▎  | 24484/33666 [15:12<05:42, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  73%|███████▎  | 24485/33666 [15:12<05:42, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  73%|███████▎  | 24485/33666 [15:12<05:42, 26.82it/s, loss=4.27, v_num=0]
    Epoch 0:  73%|███████▎  | 24486/33666 [15:12<05:42, 26.82it/s, loss=4.27, v_num=0]
    Epoch 0:  73%|███████▎  | 24486/33666 [15:12<05:42, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  73%|███████▎  | 24487/33666 [15:12<05:42, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  73%|███████▎  | 24487/33666 [15:12<05:42, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  73%|███████▎  | 24488/33666 [15:12<05:42, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  73%|███████▎  | 24488/33666 [15:12<05:42, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  73%|███████▎  | 24489/33666 [15:13<05:42, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  73%|███████▎  | 24489/33666 [15:13<05:42, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  73%|███████▎  | 24490/33666 [15:13<05:42, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  73%|███████▎  | 24490/33666 [15:13<05:42, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  73%|███████▎  | 24491/33666 [15:13<05:42, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  73%|███████▎  | 24491/33666 [15:13<05:42, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  73%|███████▎  | 24492/33666 [15:13<05:42, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  73%|███████▎  | 24492/33666 [15:13<05:42, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  73%|███████▎  | 24493/33666 [15:13<05:42, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  73%|███████▎  | 24493/33666 [15:13<05:42, 26.82it/s, loss=4.13, v_num=0]
    Epoch 0:  73%|███████▎  | 24494/33666 [15:13<05:41, 26.82it/s, loss=4.13, v_num=0]
    Epoch 0:  73%|███████▎  | 24494/33666 [15:13<05:41, 26.82it/s, loss=4.1, v_num=0] 
    Epoch 0:  73%|███████▎  | 24495/33666 [15:13<05:41, 26.82it/s, loss=4.1, v_num=0]
    Epoch 0:  73%|███████▎  | 24495/33666 [15:13<05:41, 26.82it/s, loss=4.1, v_num=0]
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    Epoch 0:  73%|███████▎  | 24496/33666 [15:13<05:41, 26.82it/s, loss=4.04, v_num=0]
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    Epoch 0:  73%|███████▎  | 24497/33666 [15:13<05:41, 26.82it/s, loss=4.05, v_num=0]
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    Epoch 0:  73%|███████▎  | 24500/33666 [15:13<05:41, 26.82it/s, loss=4.1, v_num=0] 
    Epoch 0:  73%|███████▎  | 24501/33666 [15:13<05:41, 26.82it/s, loss=4.1, v_num=0]
    Epoch 0:  73%|███████▎  | 24501/33666 [15:13<05:41, 26.82it/s, loss=4.1, v_num=0]
    Epoch 0:  73%|███████▎  | 24502/33666 [15:13<05:41, 26.82it/s, loss=4.1, v_num=0]
    Epoch 0:  73%|███████▎  | 24502/33666 [15:13<05:41, 26.82it/s, loss=4.1, v_num=0]
    Epoch 0:  73%|███████▎  | 24503/33666 [15:13<05:41, 26.82it/s, loss=4.1, v_num=0]
    Epoch 0:  73%|███████▎  | 24503/33666 [15:13<05:41, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  73%|███████▎  | 24504/33666 [15:13<05:41, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  73%|███████▎  | 24504/33666 [15:13<05:41, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  73%|███████▎  | 24505/33666 [15:13<05:41, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  73%|███████▎  | 24505/33666 [15:13<05:41, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  73%|███████▎  | 24506/33666 [15:13<05:41, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  73%|███████▎  | 24506/33666 [15:13<05:41, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  73%|███████▎  | 24507/33666 [15:13<05:41, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  73%|███████▎  | 24507/33666 [15:13<05:41, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  73%|███████▎  | 24508/33666 [15:13<05:41, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  73%|███████▎  | 24508/33666 [15:13<05:41, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  73%|███████▎  | 24509/33666 [15:13<05:41, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  73%|███████▎  | 24509/33666 [15:13<05:41, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  73%|███████▎  | 24510/33666 [15:13<05:41, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  73%|███████▎  | 24510/33666 [15:13<05:41, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  73%|███████▎  | 24511/33666 [15:13<05:41, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  73%|███████▎  | 24511/33666 [15:13<05:41, 26.82it/s, loss=4.2, v_num=0] 
    Epoch 0:  73%|███████▎  | 24512/33666 [15:13<05:41, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  73%|███████▎  | 24512/33666 [15:13<05:41, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  73%|███████▎  | 24513/33666 [15:13<05:41, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  73%|███████▎  | 24513/33666 [15:13<05:41, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  73%|███████▎  | 24514/33666 [15:13<05:41, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  73%|███████▎  | 24514/33666 [15:13<05:41, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  73%|███████▎  | 24515/33666 [15:13<05:41, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  73%|███████▎  | 24515/33666 [15:13<05:41, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  73%|███████▎  | 24516/33666 [15:14<05:41, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  73%|███████▎  | 24516/33666 [15:14<05:41, 26.82it/s, loss=4.34, v_num=0]
    Epoch 0:  73%|███████▎  | 24517/33666 [15:14<05:41, 26.82it/s, loss=4.34, v_num=0]
    Epoch 0:  73%|███████▎  | 24517/33666 [15:14<05:41, 26.82it/s, loss=4.32, v_num=0]
    Epoch 0:  73%|███████▎  | 24518/33666 [15:14<05:41, 26.82it/s, loss=4.32, v_num=0]
    Epoch 0:  73%|███████▎  | 24518/33666 [15:14<05:41, 26.82it/s, loss=4.34, v_num=0]
    Epoch 0:  73%|███████▎  | 24519/33666 [15:14<05:41, 26.82it/s, loss=4.34, v_num=0]
    Epoch 0:  73%|███████▎  | 24519/33666 [15:14<05:41, 26.82it/s, loss=4.37, v_num=0]
    Epoch 0:  73%|███████▎  | 24520/33666 [15:14<05:40, 26.82it/s, loss=4.37, v_num=0]
    Epoch 0:  73%|███████▎  | 24520/33666 [15:14<05:40, 26.82it/s, loss=4.41, v_num=0]
    Epoch 0:  73%|███████▎  | 24521/33666 [15:14<05:40, 26.82it/s, loss=4.41, v_num=0]
    Epoch 0:  73%|███████▎  | 24521/33666 [15:14<05:40, 26.82it/s, loss=4.45, v_num=0]
    Epoch 0:  73%|███████▎  | 24522/33666 [15:14<05:40, 26.82it/s, loss=4.45, v_num=0]
    Epoch 0:  73%|███████▎  | 24522/33666 [15:14<05:40, 26.82it/s, loss=4.41, v_num=0]
    Epoch 0:  73%|███████▎  | 24523/33666 [15:14<05:40, 26.82it/s, loss=4.41, v_num=0]
    Epoch 0:  73%|███████▎  | 24523/33666 [15:14<05:40, 26.82it/s, loss=4.35, v_num=0]
    Epoch 0:  73%|███████▎  | 24524/33666 [15:14<05:40, 26.82it/s, loss=4.35, v_num=0]
    Epoch 0:  73%|███████▎  | 24524/33666 [15:14<05:40, 26.82it/s, loss=4.38, v_num=0]
    Epoch 0:  73%|███████▎  | 24525/33666 [15:14<05:40, 26.82it/s, loss=4.38, v_num=0]
    Epoch 0:  73%|███████▎  | 24525/33666 [15:14<05:40, 26.82it/s, loss=4.36, v_num=0]
    Epoch 0:  73%|███████▎  | 24526/33666 [15:14<05:40, 26.82it/s, loss=4.36, v_num=0]
    Epoch 0:  73%|███████▎  | 24526/33666 [15:14<05:40, 26.82it/s, loss=4.35, v_num=0]
    Epoch 0:  73%|███████▎  | 24527/33666 [15:14<05:40, 26.82it/s, loss=4.35, v_num=0]
    Epoch 0:  73%|███████▎  | 24527/33666 [15:14<05:40, 26.82it/s, loss=4.36, v_num=0]
    Epoch 0:  73%|███████▎  | 24528/33666 [15:14<05:40, 26.82it/s, loss=4.36, v_num=0]
    Epoch 0:  73%|███████▎  | 24528/33666 [15:14<05:40, 26.82it/s, loss=4.42, v_num=0]
    Epoch 0:  73%|███████▎  | 24529/33666 [15:14<05:40, 26.82it/s, loss=4.42, v_num=0]
    Epoch 0:  73%|███████▎  | 24529/33666 [15:14<05:40, 26.82it/s, loss=4.41, v_num=0]
    Epoch 0:  73%|███████▎  | 24530/33666 [15:14<05:40, 26.82it/s, loss=4.41, v_num=0]
    Epoch 0:  73%|███████▎  | 24530/33666 [15:14<05:40, 26.82it/s, loss=4.34, v_num=0]
    Epoch 0:  73%|███████▎  | 24531/33666 [15:14<05:40, 26.82it/s, loss=4.34, v_num=0]
    Epoch 0:  73%|███████▎  | 24531/33666 [15:14<05:40, 26.82it/s, loss=4.39, v_num=0]
    Epoch 0:  73%|███████▎  | 24532/33666 [15:14<05:40, 26.82it/s, loss=4.39, v_num=0]
    Epoch 0:  73%|███████▎  | 24532/33666 [15:14<05:40, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  73%|███████▎  | 24533/33666 [15:14<05:40, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  73%|███████▎  | 24533/33666 [15:14<05:40, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  73%|███████▎  | 24534/33666 [15:14<05:40, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  73%|███████▎  | 24534/33666 [15:14<05:40, 26.82it/s, loss=4.34, v_num=0]
    Epoch 0:  73%|███████▎  | 24535/33666 [15:14<05:40, 26.82it/s, loss=4.34, v_num=0]
    Epoch 0:  73%|███████▎  | 24535/33666 [15:14<05:40, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  73%|███████▎  | 24536/33666 [15:14<05:40, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  73%|███████▎  | 24536/33666 [15:14<05:40, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  73%|███████▎  | 24537/33666 [15:14<05:40, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  73%|███████▎  | 24537/33666 [15:14<05:40, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  73%|███████▎  | 24538/33666 [15:14<05:40, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  73%|███████▎  | 24538/33666 [15:14<05:40, 26.82it/s, loss=4.27, v_num=0]
    Epoch 0:  73%|███████▎  | 24539/33666 [15:14<05:40, 26.82it/s, loss=4.27, v_num=0]
    Epoch 0:  73%|███████▎  | 24539/33666 [15:14<05:40, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  73%|███████▎  | 24540/33666 [15:14<05:40, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  73%|███████▎  | 24540/33666 [15:14<05:40, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  73%|███████▎  | 24541/33666 [15:14<05:40, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  73%|███████▎  | 24541/33666 [15:14<05:40, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  73%|███████▎  | 24542/33666 [15:15<05:40, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  73%|███████▎  | 24542/33666 [15:15<05:40, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  73%|███████▎  | 24543/33666 [15:15<05:40, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  73%|███████▎  | 24543/33666 [15:15<05:40, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  73%|███████▎  | 24544/33666 [15:15<05:40, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  73%|███████▎  | 24544/33666 [15:15<05:40, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  73%|███████▎  | 24545/33666 [15:15<05:40, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  73%|███████▎  | 24545/33666 [15:15<05:40, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  73%|███████▎  | 24546/33666 [15:15<05:40, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  73%|███████▎  | 24546/33666 [15:15<05:40, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  73%|███████▎  | 24547/33666 [15:15<05:39, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  73%|███████▎  | 24547/33666 [15:15<05:39, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  73%|███████▎  | 24548/33666 [15:15<05:39, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  73%|███████▎  | 24548/33666 [15:15<05:39, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  73%|███████▎  | 24549/33666 [15:15<05:39, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  73%|███████▎  | 24549/33666 [15:15<05:39, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  73%|███████▎  | 24550/33666 [15:15<05:39, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  73%|███████▎  | 24550/33666 [15:15<05:39, 26.82it/s, loss=4.27, v_num=0]
    Epoch 0:  73%|███████▎  | 24551/33666 [15:15<05:39, 26.82it/s, loss=4.27, v_num=0]
    Epoch 0:  73%|███████▎  | 24551/33666 [15:15<05:39, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  73%|███████▎  | 24552/33666 [15:15<05:39, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  73%|███████▎  | 24552/33666 [15:15<05:39, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  73%|███████▎  | 24553/33666 [15:15<05:39, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  73%|███████▎  | 24553/33666 [15:15<05:39, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  73%|███████▎  | 24554/33666 [15:15<05:39, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  73%|███████▎  | 24554/33666 [15:15<05:39, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  73%|███████▎  | 24555/33666 [15:15<05:39, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  73%|███████▎  | 24555/33666 [15:15<05:39, 26.82it/s, loss=4.34, v_num=0]
    Epoch 0:  73%|███████▎  | 24556/33666 [15:15<05:39, 26.82it/s, loss=4.34, v_num=0]
    Epoch 0:  73%|███████▎  | 24556/33666 [15:15<05:39, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  73%|███████▎  | 24557/33666 [15:15<05:39, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  73%|███████▎  | 24557/33666 [15:15<05:39, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  73%|███████▎  | 24558/33666 [15:15<05:39, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  73%|███████▎  | 24558/33666 [15:15<05:39, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  73%|███████▎  | 24559/33666 [15:15<05:39, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  73%|███████▎  | 24559/33666 [15:15<05:39, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  73%|███████▎  | 24560/33666 [15:15<05:39, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  73%|███████▎  | 24560/33666 [15:15<05:39, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  73%|███████▎  | 24561/33666 [15:15<05:39, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  73%|███████▎  | 24561/33666 [15:15<05:39, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  73%|███████▎  | 24562/33666 [15:15<05:39, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  73%|███████▎  | 24562/33666 [15:15<05:39, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  73%|███████▎  | 24563/33666 [15:15<05:39, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  73%|███████▎  | 24563/33666 [15:15<05:39, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  73%|███████▎  | 24564/33666 [15:15<05:39, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  73%|███████▎  | 24564/33666 [15:15<05:39, 26.82it/s, loss=4.21, v_num=0]
    Epoch 0:  73%|███████▎  | 24565/33666 [15:15<05:39, 26.82it/s, loss=4.21, v_num=0]
    Epoch 0:  73%|███████▎  | 24565/33666 [15:15<05:39, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  73%|███████▎  | 24566/33666 [15:15<05:39, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  73%|███████▎  | 24566/33666 [15:15<05:39, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  73%|███████▎  | 24567/33666 [15:16<05:39, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  73%|███████▎  | 24567/33666 [15:16<05:39, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  73%|███████▎  | 24568/33666 [15:16<05:39, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  73%|███████▎  | 24568/33666 [15:16<05:39, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  73%|███████▎  | 24569/33666 [15:16<05:39, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  73%|███████▎  | 24569/33666 [15:16<05:39, 26.82it/s, loss=4.2, v_num=0] 
    Epoch 0:  73%|███████▎  | 24570/33666 [15:16<05:39, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  73%|███████▎  | 24570/33666 [15:16<05:39, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  73%|███████▎  | 24571/33666 [15:16<05:39, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  73%|███████▎  | 24571/33666 [15:16<05:39, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  73%|███████▎  | 24572/33666 [15:16<05:39, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  73%|███████▎  | 24572/33666 [15:16<05:39, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  73%|███████▎  | 24573/33666 [15:16<05:39, 26.82it/s, loss=4.22, v_num=0]
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    Epoch 0:  73%|███████▎  | 24580/33666 [15:16<05:38, 26.82it/s, loss=4.2, v_num=0]
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    Epoch 0:  73%|███████▎  | 24581/33666 [15:16<05:38, 26.82it/s, loss=4.19, v_num=0]
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    Epoch 0:  73%|███████▎  | 24582/33666 [15:16<05:38, 26.82it/s, loss=4.12, v_num=0]
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    Epoch 0:  73%|███████▎  | 24583/33666 [15:16<05:38, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  73%|███████▎  | 24584/33666 [15:16<05:38, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  73%|███████▎  | 24584/33666 [15:16<05:38, 26.82it/s, loss=4.13, v_num=0]
    Epoch 0:  73%|███████▎  | 24585/33666 [15:16<05:38, 26.82it/s, loss=4.13, v_num=0]
    Epoch 0:  73%|███████▎  | 24585/33666 [15:16<05:38, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  73%|███████▎  | 24586/33666 [15:16<05:38, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  73%|███████▎  | 24586/33666 [15:16<05:38, 26.82it/s, loss=4.1, v_num=0] 
    Epoch 0:  73%|███████▎  | 24587/33666 [15:16<05:38, 26.82it/s, loss=4.1, v_num=0]
    Epoch 0:  73%|███████▎  | 24587/33666 [15:16<05:38, 26.82it/s, loss=4.14, v_num=0]
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    Epoch 0:  73%|███████▎  | 24588/33666 [15:16<05:38, 26.82it/s, loss=4.15, v_num=0]
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    Epoch 0:  73%|███████▎  | 24589/33666 [15:16<05:38, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  73%|███████▎  | 24590/33666 [15:16<05:38, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  73%|███████▎  | 24590/33666 [15:16<05:38, 26.82it/s, loss=4.13, v_num=0]
    Epoch 0:  73%|███████▎  | 24591/33666 [15:16<05:38, 26.82it/s, loss=4.13, v_num=0]
    Epoch 0:  73%|███████▎  | 24591/33666 [15:16<05:38, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  73%|███████▎  | 24592/33666 [15:17<05:38, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  73%|███████▎  | 24592/33666 [15:17<05:38, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  73%|███████▎  | 24593/33666 [15:17<05:38, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  73%|███████▎  | 24593/33666 [15:17<05:38, 26.82it/s, loss=4.13, v_num=0]
    Epoch 0:  73%|███████▎  | 24594/33666 [15:17<05:38, 26.82it/s, loss=4.13, v_num=0]
    Epoch 0:  73%|███████▎  | 24594/33666 [15:17<05:38, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  73%|███████▎  | 24595/33666 [15:17<05:38, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  73%|███████▎  | 24595/33666 [15:17<05:38, 26.82it/s, loss=4.1, v_num=0] 
    Epoch 0:  73%|███████▎  | 24596/33666 [15:17<05:38, 26.82it/s, loss=4.1, v_num=0]
    Epoch 0:  73%|███████▎  | 24596/33666 [15:17<05:38, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  73%|███████▎  | 24597/33666 [15:17<05:38, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  73%|███████▎  | 24597/33666 [15:17<05:38, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  73%|███████▎  | 24598/33666 [15:17<05:38, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  73%|███████▎  | 24598/33666 [15:17<05:38, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  73%|███████▎  | 24599/33666 [15:17<05:38, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  73%|███████▎  | 24599/33666 [15:17<05:38, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  73%|███████▎  | 24600/33666 [15:17<05:38, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  73%|███████▎  | 24600/33666 [15:17<05:38, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  73%|███████▎  | 24601/33666 [15:17<05:38, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  73%|███████▎  | 24601/33666 [15:17<05:38, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  73%|███████▎  | 24602/33666 [15:17<05:37, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  73%|███████▎  | 24602/33666 [15:17<05:37, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  73%|███████▎  | 24603/33666 [15:17<05:37, 26.82it/s, loss=4.25, v_num=0]
    Epoch 0:  73%|███████▎  | 24603/33666 [15:17<05:37, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  73%|███████▎  | 24604/33666 [15:17<05:37, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  73%|███████▎  | 24604/33666 [15:17<05:37, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  73%|███████▎  | 24605/33666 [15:17<05:37, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  73%|███████▎  | 24605/33666 [15:17<05:37, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  73%|███████▎  | 24606/33666 [15:17<05:37, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  73%|███████▎  | 24606/33666 [15:17<05:37, 26.82it/s, loss=4.32, v_num=0]
    Epoch 0:  73%|███████▎  | 24607/33666 [15:17<05:37, 26.82it/s, loss=4.32, v_num=0]
    Epoch 0:  73%|███████▎  | 24607/33666 [15:17<05:37, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  73%|███████▎  | 24608/33666 [15:17<05:37, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  73%|███████▎  | 24608/33666 [15:17<05:37, 26.82it/s, loss=4.3, v_num=0] 
    Epoch 0:  73%|███████▎  | 24609/33666 [15:17<05:37, 26.82it/s, loss=4.3, v_num=0]
    Epoch 0:  73%|███████▎  | 24609/33666 [15:17<05:37, 26.82it/s, loss=4.33, v_num=0]
    Epoch 0:  73%|███████▎  | 24610/33666 [15:17<05:37, 26.82it/s, loss=4.33, v_num=0]
    Epoch 0:  73%|███████▎  | 24610/33666 [15:17<05:37, 26.82it/s, loss=4.37, v_num=0]
    Epoch 0:  73%|███████▎  | 24611/33666 [15:17<05:37, 26.82it/s, loss=4.37, v_num=0]
    Epoch 0:  73%|███████▎  | 24611/33666 [15:17<05:37, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  73%|███████▎  | 24612/33666 [15:17<05:37, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  73%|███████▎  | 24612/33666 [15:17<05:37, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  73%|███████▎  | 24613/33666 [15:17<05:37, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  73%|███████▎  | 24613/33666 [15:17<05:37, 26.82it/s, loss=4.33, v_num=0]
    Epoch 0:  73%|███████▎  | 24614/33666 [15:17<05:37, 26.82it/s, loss=4.33, v_num=0]
    Epoch 0:  73%|███████▎  | 24614/33666 [15:17<05:37, 26.82it/s, loss=4.34, v_num=0]
    Epoch 0:  73%|███████▎  | 24615/33666 [15:17<05:37, 26.82it/s, loss=4.34, v_num=0]
    Epoch 0:  73%|███████▎  | 24615/33666 [15:17<05:37, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  73%|███████▎  | 24616/33666 [15:17<05:37, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  73%|███████▎  | 24616/33666 [15:17<05:37, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  73%|███████▎  | 24617/33666 [15:17<05:37, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  73%|███████▎  | 24617/33666 [15:17<05:37, 26.82it/s, loss=4.36, v_num=0]
    Epoch 0:  73%|███████▎  | 24618/33666 [15:18<05:37, 26.82it/s, loss=4.36, v_num=0]
    Epoch 0:  73%|███████▎  | 24618/33666 [15:18<05:37, 26.82it/s, loss=4.33, v_num=0]
    Epoch 0:  73%|███████▎  | 24619/33666 [15:18<05:37, 26.82it/s, loss=4.33, v_num=0]
    Epoch 0:  73%|███████▎  | 24619/33666 [15:18<05:37, 26.82it/s, loss=4.35, v_num=0]
    Epoch 0:  73%|███████▎  | 24620/33666 [15:18<05:37, 26.82it/s, loss=4.35, v_num=0]
    Epoch 0:  73%|███████▎  | 24620/33666 [15:18<05:37, 26.82it/s, loss=4.38, v_num=0]
    Epoch 0:  73%|███████▎  | 24621/33666 [15:18<05:37, 26.82it/s, loss=4.38, v_num=0]
    Epoch 0:  73%|███████▎  | 24621/33666 [15:18<05:37, 26.82it/s, loss=4.34, v_num=0]
    Epoch 0:  73%|███████▎  | 24622/33666 [15:18<05:37, 26.82it/s, loss=4.34, v_num=0]
    Epoch 0:  73%|███████▎  | 24622/33666 [15:18<05:37, 26.82it/s, loss=4.32, v_num=0]
    Epoch 0:  73%|███████▎  | 24623/33666 [15:18<05:37, 26.82it/s, loss=4.32, v_num=0]
    Epoch 0:  73%|███████▎  | 24623/33666 [15:18<05:37, 26.82it/s, loss=4.33, v_num=0]
    Epoch 0:  73%|███████▎  | 24624/33666 [15:18<05:37, 26.82it/s, loss=4.33, v_num=0]
    Epoch 0:  73%|███████▎  | 24624/33666 [15:18<05:37, 26.82it/s, loss=4.35, v_num=0]
    Epoch 0:  73%|███████▎  | 24625/33666 [15:18<05:37, 26.82it/s, loss=4.35, v_num=0]
    Epoch 0:  73%|███████▎  | 24625/33666 [15:18<05:37, 26.82it/s, loss=4.32, v_num=0]
    Epoch 0:  73%|███████▎  | 24626/33666 [15:18<05:37, 26.82it/s, loss=4.32, v_num=0]
    Epoch 0:  73%|███████▎  | 24626/33666 [15:18<05:37, 26.82it/s, loss=4.38, v_num=0]
    Epoch 0:  73%|███████▎  | 24627/33666 [15:18<05:37, 26.82it/s, loss=4.38, v_num=0]
    Epoch 0:  73%|███████▎  | 24627/33666 [15:18<05:37, 26.82it/s, loss=4.39, v_num=0]
    Epoch 0:  73%|███████▎  | 24628/33666 [15:18<05:37, 26.82it/s, loss=4.39, v_num=0]
    Epoch 0:  73%|███████▎  | 24628/33666 [15:18<05:37, 26.82it/s, loss=4.4, v_num=0] 
    Epoch 0:  73%|███████▎  | 24629/33666 [15:18<05:36, 26.82it/s, loss=4.4, v_num=0]
    Epoch 0:  73%|███████▎  | 24629/33666 [15:18<05:36, 26.82it/s, loss=4.4, v_num=0]
    Epoch 0:  73%|███████▎  | 24630/33666 [15:18<05:36, 26.82it/s, loss=4.4, v_num=0]
    Epoch 0:  73%|███████▎  | 24630/33666 [15:18<05:36, 26.82it/s, loss=4.38, v_num=0]
    Epoch 0:  73%|███████▎  | 24631/33666 [15:18<05:36, 26.82it/s, loss=4.38, v_num=0]
    Epoch 0:  73%|███████▎  | 24631/33666 [15:18<05:36, 26.82it/s, loss=4.44, v_num=0]
    Epoch 0:  73%|███████▎  | 24632/33666 [15:18<05:36, 26.82it/s, loss=4.44, v_num=0]
    Epoch 0:  73%|███████▎  | 24632/33666 [15:18<05:36, 26.82it/s, loss=4.44, v_num=0]
    Epoch 0:  73%|███████▎  | 24633/33666 [15:18<05:36, 26.82it/s, loss=4.44, v_num=0]
    Epoch 0:  73%|███████▎  | 24633/33666 [15:18<05:36, 26.82it/s, loss=4.45, v_num=0]
    Epoch 0:  73%|███████▎  | 24634/33666 [15:18<05:36, 26.82it/s, loss=4.45, v_num=0]
    Epoch 0:  73%|███████▎  | 24634/33666 [15:18<05:36, 26.82it/s, loss=4.42, v_num=0]
    Epoch 0:  73%|███████▎  | 24635/33666 [15:18<05:36, 26.82it/s, loss=4.42, v_num=0]
    Epoch 0:  73%|███████▎  | 24635/33666 [15:18<05:36, 26.82it/s, loss=4.49, v_num=0]
    Epoch 0:  73%|███████▎  | 24636/33666 [15:18<05:36, 26.82it/s, loss=4.49, v_num=0]
    Epoch 0:  73%|███████▎  | 24636/33666 [15:18<05:36, 26.82it/s, loss=4.47, v_num=0]
    Epoch 0:  73%|███████▎  | 24637/33666 [15:18<05:36, 26.82it/s, loss=4.47, v_num=0]
    Epoch 0:  73%|███████▎  | 24637/33666 [15:18<05:36, 26.82it/s, loss=4.42, v_num=0]
    Epoch 0:  73%|███████▎  | 24638/33666 [15:18<05:36, 26.82it/s, loss=4.42, v_num=0]
    Epoch 0:  73%|███████▎  | 24638/33666 [15:18<05:36, 26.82it/s, loss=4.46, v_num=0]
    Epoch 0:  73%|███████▎  | 24639/33666 [15:18<05:36, 26.82it/s, loss=4.46, v_num=0]
    Epoch 0:  73%|███████▎  | 24639/33666 [15:18<05:36, 26.82it/s, loss=4.46, v_num=0]
    Epoch 0:  73%|███████▎  | 24640/33666 [15:18<05:36, 26.82it/s, loss=4.46, v_num=0]
    Epoch 0:  73%|███████▎  | 24640/33666 [15:18<05:36, 26.82it/s, loss=4.4, v_num=0] 
    Epoch 0:  73%|███████▎  | 24641/33666 [15:18<05:36, 26.82it/s, loss=4.4, v_num=0]
    Epoch 0:  73%|███████▎  | 24641/33666 [15:18<05:36, 26.82it/s, loss=4.41, v_num=0]
    Epoch 0:  73%|███████▎  | 24642/33666 [15:18<05:36, 26.82it/s, loss=4.41, v_num=0]
    Epoch 0:  73%|███████▎  | 24642/33666 [15:18<05:36, 26.82it/s, loss=4.41, v_num=0]
    Epoch 0:  73%|███████▎  | 24643/33666 [15:18<05:36, 26.82it/s, loss=4.41, v_num=0]
    Epoch 0:  73%|███████▎  | 24643/33666 [15:18<05:36, 26.82it/s, loss=4.4, v_num=0] 
    Epoch 0:  73%|███████▎  | 24644/33666 [15:18<05:36, 26.82it/s, loss=4.4, v_num=0]
    Epoch 0:  73%|███████▎  | 24644/33666 [15:18<05:36, 26.82it/s, loss=4.34, v_num=0]
    Epoch 0:  73%|███████▎  | 24645/33666 [15:19<05:36, 26.82it/s, loss=4.34, v_num=0]
    Epoch 0:  73%|███████▎  | 24645/33666 [15:19<05:36, 26.82it/s, loss=4.33, v_num=0]
    Epoch 0:  73%|███████▎  | 24646/33666 [15:19<05:36, 26.82it/s, loss=4.33, v_num=0]
    Epoch 0:  73%|███████▎  | 24646/33666 [15:19<05:36, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  73%|███████▎  | 24647/33666 [15:19<05:36, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  73%|███████▎  | 24647/33666 [15:19<05:36, 26.82it/s, loss=4.27, v_num=0]
    Epoch 0:  73%|███████▎  | 24648/33666 [15:19<05:36, 26.82it/s, loss=4.27, v_num=0]
    Epoch 0:  73%|███████▎  | 24648/33666 [15:19<05:36, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  73%|███████▎  | 24649/33666 [15:19<05:36, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  73%|███████▎  | 24649/33666 [15:19<05:36, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  73%|███████▎  | 24650/33666 [15:19<05:36, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  73%|███████▎  | 24650/33666 [15:19<05:36, 26.82it/s, loss=4.14, v_num=0]
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    Epoch 0:  73%|███████▎  | 24669/33666 [15:19<05:35, 26.82it/s, loss=4.14, v_num=0]
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    Epoch 0:  73%|███████▎  | 24671/33666 [15:20<05:35, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  73%|███████▎  | 24672/33666 [15:20<05:35, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  73%|███████▎  | 24672/33666 [15:20<05:35, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  73%|███████▎  | 24673/33666 [15:20<05:35, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  73%|███████▎  | 24673/33666 [15:20<05:35, 26.82it/s, loss=4.15, v_num=0]
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    Epoch 0:  73%|███████▎  | 24676/33666 [15:20<05:35, 26.82it/s, loss=4.11, v_num=0]
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    Epoch 0:  73%|███████▎  | 24679/33666 [15:20<05:35, 26.82it/s, loss=4.07, v_num=0]
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    Epoch 0:  73%|███████▎  | 24680/33666 [15:20<05:35, 26.82it/s, loss=4.1, v_num=0] 
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    Epoch 0:  73%|███████▎  | 24683/33666 [15:20<05:34, 26.82it/s, loss=4.06, v_num=0]
    Epoch 0:  73%|███████▎  | 24683/33666 [15:20<05:34, 26.82it/s, loss=4.05, v_num=0]
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    Epoch 0:  73%|███████▎  | 24687/33666 [15:20<05:34, 26.81it/s, loss=3.97, v_num=0]
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    Epoch 0:  73%|███████▎  | 24688/33666 [15:20<05:34, 26.81it/s, loss=3.94, v_num=0]
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    Epoch 0:  73%|███████▎  | 24690/33666 [15:20<05:34, 26.81it/s, loss=3.98, v_num=0]
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    Epoch 0:  73%|███████▎  | 24691/33666 [15:20<05:34, 26.81it/s, loss=3.99, v_num=0]
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    Epoch 0:  73%|███████▎  | 24693/33666 [15:20<05:34, 26.81it/s, loss=4.02, v_num=0]
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    Epoch 0:  73%|███████▎  | 24695/33666 [15:20<05:34, 26.81it/s, loss=4, v_num=0]   
    Epoch 0:  73%|███████▎  | 24696/33666 [15:20<05:34, 26.81it/s, loss=4, v_num=0]
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    Epoch 0:  73%|███████▎  | 24701/33666 [15:21<05:34, 26.81it/s, loss=4.2, v_num=0]
    Epoch 0:  73%|███████▎  | 24701/33666 [15:21<05:34, 26.81it/s, loss=4.24, v_num=0]
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    Epoch 0:  73%|███████▎  | 24703/33666 [15:21<05:34, 26.81it/s, loss=4.34, v_num=0]
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    Epoch 0:  73%|███████▎  | 24705/33666 [15:21<05:34, 26.81it/s, loss=4.35, v_num=0]
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    Epoch 0:  73%|███████▎  | 24706/33666 [15:21<05:34, 26.81it/s, loss=4.3, v_num=0] 
    Epoch 0:  73%|███████▎  | 24707/33666 [15:21<05:34, 26.81it/s, loss=4.3, v_num=0]
    Epoch 0:  73%|███████▎  | 24707/33666 [15:21<05:34, 26.81it/s, loss=4.34, v_num=0]
    Epoch 0:  73%|███████▎  | 24708/33666 [15:21<05:34, 26.81it/s, loss=4.34, v_num=0]
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    Epoch 0:  73%|███████▎  | 24709/33666 [15:21<05:34, 26.81it/s, loss=4.39, v_num=0]
    Epoch 0:  73%|███████▎  | 24709/33666 [15:21<05:34, 26.81it/s, loss=4.38, v_num=0]
    Epoch 0:  73%|███████▎  | 24710/33666 [15:21<05:34, 26.81it/s, loss=4.38, v_num=0]
    Epoch 0:  73%|███████▎  | 24710/33666 [15:21<05:34, 26.81it/s, loss=4.36, v_num=0]
    Epoch 0:  73%|███████▎  | 24711/33666 [15:21<05:33, 26.81it/s, loss=4.36, v_num=0]
    Epoch 0:  73%|███████▎  | 24711/33666 [15:21<05:33, 26.81it/s, loss=4.39, v_num=0]
    Epoch 0:  73%|███████▎  | 24712/33666 [15:21<05:33, 26.81it/s, loss=4.39, v_num=0]
    Epoch 0:  73%|███████▎  | 24712/33666 [15:21<05:33, 26.81it/s, loss=4.4, v_num=0] 
    Epoch 0:  73%|███████▎  | 24713/33666 [15:21<05:33, 26.81it/s, loss=4.4, v_num=0]
    Epoch 0:  73%|███████▎  | 24713/33666 [15:21<05:33, 26.81it/s, loss=4.36, v_num=0]
    Epoch 0:  73%|███████▎  | 24714/33666 [15:21<05:33, 26.81it/s, loss=4.36, v_num=0]
    Epoch 0:  73%|███████▎  | 24714/33666 [15:21<05:33, 26.81it/s, loss=4.35, v_num=0]
    Epoch 0:  73%|███████▎  | 24715/33666 [15:21<05:33, 26.81it/s, loss=4.35, v_num=0]
    Epoch 0:  73%|███████▎  | 24715/33666 [15:21<05:33, 26.81it/s, loss=4.37, v_num=0]
    Epoch 0:  73%|███████▎  | 24716/33666 [15:21<05:33, 26.81it/s, loss=4.37, v_num=0]
    Epoch 0:  73%|███████▎  | 24716/33666 [15:21<05:33, 26.81it/s, loss=4.38, v_num=0]
    Epoch 0:  73%|███████▎  | 24717/33666 [15:21<05:33, 26.81it/s, loss=4.38, v_num=0]
    Epoch 0:  73%|███████▎  | 24717/33666 [15:21<05:33, 26.81it/s, loss=4.27, v_num=0]
    Epoch 0:  73%|███████▎  | 24718/33666 [15:21<05:33, 26.81it/s, loss=4.27, v_num=0]
    Epoch 0:  73%|███████▎  | 24718/33666 [15:21<05:33, 26.81it/s, loss=4.24, v_num=0]
    Epoch 0:  73%|███████▎  | 24719/33666 [15:21<05:33, 26.81it/s, loss=4.24, v_num=0]
    Epoch 0:  73%|███████▎  | 24719/33666 [15:21<05:33, 26.81it/s, loss=4.2, v_num=0] 
    Epoch 0:  73%|███████▎  | 24720/33666 [15:21<05:33, 26.81it/s, loss=4.2, v_num=0]
    Epoch 0:  73%|███████▎  | 24720/33666 [15:21<05:33, 26.81it/s, loss=4.21, v_num=0]
    Epoch 0:  73%|███████▎  | 24721/33666 [15:21<05:33, 26.81it/s, loss=4.21, v_num=0]
    Epoch 0:  73%|███████▎  | 24721/33666 [15:21<05:33, 26.81it/s, loss=4.23, v_num=0]
    Epoch 0:  73%|███████▎  | 24722/33666 [15:22<05:33, 26.81it/s, loss=4.23, v_num=0]
    Epoch 0:  73%|███████▎  | 24722/33666 [15:22<05:33, 26.81it/s, loss=4.19, v_num=0]
    Epoch 0:  73%|███████▎  | 24723/33666 [15:22<05:33, 26.81it/s, loss=4.19, v_num=0]
    Epoch 0:  73%|███████▎  | 24723/33666 [15:22<05:33, 26.81it/s, loss=4.2, v_num=0] 
    Epoch 0:  73%|███████▎  | 24724/33666 [15:22<05:33, 26.81it/s, loss=4.2, v_num=0]
    Epoch 0:  73%|███████▎  | 24724/33666 [15:22<05:33, 26.81it/s, loss=4.22, v_num=0]
    Epoch 0:  73%|███████▎  | 24725/33666 [15:22<05:33, 26.81it/s, loss=4.22, v_num=0]
    Epoch 0:  73%|███████▎  | 24725/33666 [15:22<05:33, 26.81it/s, loss=4.23, v_num=0]
    Epoch 0:  73%|███████▎  | 24726/33666 [15:22<05:33, 26.81it/s, loss=4.23, v_num=0]
    Epoch 0:  73%|███████▎  | 24726/33666 [15:22<05:33, 26.81it/s, loss=4.25, v_num=0]
    Epoch 0:  73%|███████▎  | 24727/33666 [15:22<05:33, 26.81it/s, loss=4.25, v_num=0]
    Epoch 0:  73%|███████▎  | 24727/33666 [15:22<05:33, 26.81it/s, loss=4.23, v_num=0]
    Epoch 0:  73%|███████▎  | 24728/33666 [15:22<05:33, 26.81it/s, loss=4.23, v_num=0]
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    Epoch 0:  73%|███████▎  | 24729/33666 [15:22<05:33, 26.81it/s, loss=4.21, v_num=0]
    Epoch 0:  73%|███████▎  | 24729/33666 [15:22<05:33, 26.81it/s, loss=4.16, v_num=0]
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    Epoch 0:  73%|███████▎  | 24731/33666 [15:22<05:33, 26.81it/s, loss=4.15, v_num=0]
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    Epoch 0:  73%|███████▎  | 24732/33666 [15:22<05:33, 26.81it/s, loss=4.12, v_num=0]
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    Epoch 0:  73%|███████▎  | 24734/33666 [15:22<05:33, 26.81it/s, loss=4.15, v_num=0]
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    Epoch 0:  73%|███████▎  | 24735/33666 [15:22<05:33, 26.81it/s, loss=4.15, v_num=0]
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    Epoch 0:  73%|███████▎  | 24736/33666 [15:22<05:33, 26.81it/s, loss=4.13, v_num=0]
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    Epoch 0:  73%|███████▎  | 24737/33666 [15:22<05:33, 26.81it/s, loss=4.13, v_num=0]
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    Epoch 0:  73%|███████▎  | 24738/33666 [15:22<05:32, 26.81it/s, loss=4.17, v_num=0]
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    Epoch 0:  73%|███████▎  | 24739/33666 [15:22<05:32, 26.81it/s, loss=4.17, v_num=0]
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    Epoch 0:  73%|███████▎  | 24740/33666 [15:22<05:32, 26.81it/s, loss=4.15, v_num=0]
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    Epoch 0:  73%|███████▎  | 24741/33666 [15:22<05:32, 26.81it/s, loss=4.15, v_num=0]
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    Epoch 0:  73%|███████▎  | 24742/33666 [15:22<05:32, 26.81it/s, loss=4.13, v_num=0]
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    Epoch 0:  73%|███████▎  | 24743/33666 [15:22<05:32, 26.81it/s, loss=4.12, v_num=0]
    Epoch 0:  73%|███████▎  | 24744/33666 [15:22<05:32, 26.81it/s, loss=4.12, v_num=0]
    Epoch 0:  73%|███████▎  | 24744/33666 [15:22<05:32, 26.81it/s, loss=4.14, v_num=0]
    Epoch 0:  74%|███████▎  | 24745/33666 [15:22<05:32, 26.81it/s, loss=4.14, v_num=0]
    Epoch 0:  74%|███████▎  | 24745/33666 [15:22<05:32, 26.81it/s, loss=4.08, v_num=0]
    Epoch 0:  74%|███████▎  | 24746/33666 [15:22<05:32, 26.81it/s, loss=4.08, v_num=0]
    Epoch 0:  74%|███████▎  | 24746/33666 [15:22<05:32, 26.81it/s, loss=4.02, v_num=0]
    Epoch 0:  74%|███████▎  | 24747/33666 [15:22<05:32, 26.81it/s, loss=4.02, v_num=0]
    Epoch 0:  74%|███████▎  | 24747/33666 [15:22<05:32, 26.81it/s, loss=3.99, v_num=0]
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    Epoch 0:  74%|███████▎  | 24748/33666 [15:23<05:32, 26.81it/s, loss=4.02, v_num=0]
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    Epoch 0:  74%|███████▎  | 24749/33666 [15:23<05:32, 26.81it/s, loss=4.07, v_num=0]
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    Epoch 0:  74%|███████▎  | 24751/33666 [15:23<05:32, 26.81it/s, loss=4.03, v_num=0]
    Epoch 0:  74%|███████▎  | 24752/33666 [15:23<05:32, 26.81it/s, loss=4.03, v_num=0]
    Epoch 0:  74%|███████▎  | 24752/33666 [15:23<05:32, 26.81it/s, loss=4.05, v_num=0]
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    Epoch 0:  74%|███████▎  | 24753/33666 [15:23<05:32, 26.81it/s, loss=4.03, v_num=0]
    Epoch 0:  74%|███████▎  | 24754/33666 [15:23<05:32, 26.81it/s, loss=4.03, v_num=0]
    Epoch 0:  74%|███████▎  | 24754/33666 [15:23<05:32, 26.81it/s, loss=4.02, v_num=0]
    Epoch 0:  74%|███████▎  | 24755/33666 [15:23<05:32, 26.81it/s, loss=4.02, v_num=0]
    Epoch 0:  74%|███████▎  | 24755/33666 [15:23<05:32, 26.81it/s, loss=3.97, v_num=0]
    Epoch 0:  74%|███████▎  | 24756/33666 [15:23<05:32, 26.81it/s, loss=3.97, v_num=0]
    Epoch 0:  74%|███████▎  | 24756/33666 [15:23<05:32, 26.81it/s, loss=3.95, v_num=0]
    Epoch 0:  74%|███████▎  | 24757/33666 [15:23<05:32, 26.81it/s, loss=3.95, v_num=0]
    Epoch 0:  74%|███████▎  | 24757/33666 [15:23<05:32, 26.81it/s, loss=3.94, v_num=0]
    Epoch 0:  74%|███████▎  | 24758/33666 [15:23<05:32, 26.81it/s, loss=3.94, v_num=0]
    Epoch 0:  74%|███████▎  | 24758/33666 [15:23<05:32, 26.81it/s, loss=3.9, v_num=0] 
    Epoch 0:  74%|███████▎  | 24759/33666 [15:23<05:32, 26.81it/s, loss=3.9, v_num=0]
    Epoch 0:  74%|███████▎  | 24759/33666 [15:23<05:32, 26.81it/s, loss=3.87, v_num=0]
    Epoch 0:  74%|███████▎  | 24760/33666 [15:23<05:32, 26.81it/s, loss=3.87, v_num=0]
    Epoch 0:  74%|███████▎  | 24760/33666 [15:23<05:32, 26.81it/s, loss=3.88, v_num=0]
    Epoch 0:  74%|███████▎  | 24761/33666 [15:23<05:32, 26.81it/s, loss=3.88, v_num=0]
    Epoch 0:  74%|███████▎  | 24761/33666 [15:23<05:32, 26.81it/s, loss=3.85, v_num=0]
    Epoch 0:  74%|███████▎  | 24762/33666 [15:23<05:32, 26.81it/s, loss=3.85, v_num=0]
    Epoch 0:  74%|███████▎  | 24762/33666 [15:23<05:32, 26.81it/s, loss=3.86, v_num=0]
    Epoch 0:  74%|███████▎  | 24763/33666 [15:23<05:32, 26.81it/s, loss=3.86, v_num=0]
    Epoch 0:  74%|███████▎  | 24763/33666 [15:23<05:32, 26.81it/s, loss=3.92, v_num=0]
    Epoch 0:  74%|███████▎  | 24764/33666 [15:23<05:32, 26.81it/s, loss=3.92, v_num=0]
    Epoch 0:  74%|███████▎  | 24764/33666 [15:23<05:32, 26.81it/s, loss=3.91, v_num=0]
    Epoch 0:  74%|███████▎  | 24765/33666 [15:23<05:31, 26.81it/s, loss=3.91, v_num=0]
    Epoch 0:  74%|███████▎  | 24765/33666 [15:23<05:31, 26.81it/s, loss=3.92, v_num=0]
    Epoch 0:  74%|███████▎  | 24766/33666 [15:23<05:31, 26.81it/s, loss=3.92, v_num=0]
    Epoch 0:  74%|███████▎  | 24766/33666 [15:23<05:31, 26.81it/s, loss=3.96, v_num=0]
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    Epoch 0:  74%|███████▎  | 24767/33666 [15:23<05:31, 26.81it/s, loss=3.95, v_num=0]
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    Epoch 0:  74%|███████▎  | 24768/33666 [15:23<05:31, 26.81it/s, loss=3.9, v_num=0] 
    Epoch 0:  74%|███████▎  | 24769/33666 [15:23<05:31, 26.81it/s, loss=3.9, v_num=0]
    Epoch 0:  74%|███████▎  | 24769/33666 [15:23<05:31, 26.81it/s, loss=3.87, v_num=0]
    Epoch 0:  74%|███████▎  | 24770/33666 [15:23<05:31, 26.81it/s, loss=3.87, v_num=0]
    Epoch 0:  74%|███████▎  | 24770/33666 [15:23<05:31, 26.81it/s, loss=3.91, v_num=0]
    Epoch 0:  74%|███████▎  | 24771/33666 [15:23<05:31, 26.81it/s, loss=3.91, v_num=0]
    Epoch 0:  74%|███████▎  | 24771/33666 [15:23<05:31, 26.81it/s, loss=3.91, v_num=0]
    Epoch 0:  74%|███████▎  | 24772/33666 [15:23<05:31, 26.81it/s, loss=3.91, v_num=0]
    Epoch 0:  74%|███████▎  | 24772/33666 [15:23<05:31, 26.81it/s, loss=3.93, v_num=0]
    Epoch 0:  74%|███████▎  | 24773/33666 [15:23<05:31, 26.81it/s, loss=3.93, v_num=0]
    Epoch 0:  74%|███████▎  | 24773/33666 [15:23<05:31, 26.81it/s, loss=3.96, v_num=0]
    Epoch 0:  74%|███████▎  | 24774/33666 [15:23<05:31, 26.81it/s, loss=3.96, v_num=0]
    Epoch 0:  74%|███████▎  | 24774/33666 [15:23<05:31, 26.81it/s, loss=3.95, v_num=0]
    Epoch 0:  74%|███████▎  | 24775/33666 [15:23<05:31, 26.81it/s, loss=3.95, v_num=0]
    Epoch 0:  74%|███████▎  | 24775/33666 [15:23<05:31, 26.81it/s, loss=4.01, v_num=0]
    Epoch 0:  74%|███████▎  | 24776/33666 [15:24<05:31, 26.81it/s, loss=4.01, v_num=0]
    Epoch 0:  74%|███████▎  | 24776/33666 [15:24<05:31, 26.81it/s, loss=3.98, v_num=0]
    Epoch 0:  74%|███████▎  | 24777/33666 [15:24<05:31, 26.81it/s, loss=3.98, v_num=0]
    Epoch 0:  74%|███████▎  | 24777/33666 [15:24<05:31, 26.81it/s, loss=3.96, v_num=0]
    Epoch 0:  74%|███████▎  | 24778/33666 [15:24<05:31, 26.81it/s, loss=3.96, v_num=0]
    Epoch 0:  74%|███████▎  | 24778/33666 [15:24<05:31, 26.81it/s, loss=3.97, v_num=0]
    Epoch 0:  74%|███████▎  | 24779/33666 [15:24<05:31, 26.81it/s, loss=3.97, v_num=0]
    Epoch 0:  74%|███████▎  | 24779/33666 [15:24<05:31, 26.81it/s, loss=3.98, v_num=0]
    Epoch 0:  74%|███████▎  | 24780/33666 [15:24<05:31, 26.81it/s, loss=3.98, v_num=0]
    Epoch 0:  74%|███████▎  | 24780/33666 [15:24<05:31, 26.81it/s, loss=4.01, v_num=0]
    Epoch 0:  74%|███████▎  | 24781/33666 [15:24<05:31, 26.81it/s, loss=4.01, v_num=0]
    Epoch 0:  74%|███████▎  | 24781/33666 [15:24<05:31, 26.81it/s, loss=4.06, v_num=0]
    Epoch 0:  74%|███████▎  | 24782/33666 [15:24<05:31, 26.81it/s, loss=4.06, v_num=0]
    Epoch 0:  74%|███████▎  | 24782/33666 [15:24<05:31, 26.81it/s, loss=4.09, v_num=0]
    Epoch 0:  74%|███████▎  | 24783/33666 [15:24<05:31, 26.81it/s, loss=4.09, v_num=0]
    Epoch 0:  74%|███████▎  | 24783/33666 [15:24<05:31, 26.81it/s, loss=4.05, v_num=0]
    Epoch 0:  74%|███████▎  | 24784/33666 [15:24<05:31, 26.81it/s, loss=4.05, v_num=0]
    Epoch 0:  74%|███████▎  | 24784/33666 [15:24<05:31, 26.81it/s, loss=4.07, v_num=0]
    Epoch 0:  74%|███████▎  | 24785/33666 [15:24<05:31, 26.81it/s, loss=4.07, v_num=0]
    Epoch 0:  74%|███████▎  | 24785/33666 [15:24<05:31, 26.81it/s, loss=4.06, v_num=0]
    Epoch 0:  74%|███████▎  | 24786/33666 [15:24<05:31, 26.81it/s, loss=4.06, v_num=0]
    Epoch 0:  74%|███████▎  | 24786/33666 [15:24<05:31, 26.81it/s, loss=4.09, v_num=0]
    Epoch 0:  74%|███████▎  | 24787/33666 [15:24<05:31, 26.81it/s, loss=4.09, v_num=0]
    Epoch 0:  74%|███████▎  | 24787/33666 [15:24<05:31, 26.81it/s, loss=4.12, v_num=0]
    Epoch 0:  74%|███████▎  | 24788/33666 [15:24<05:31, 26.81it/s, loss=4.12, v_num=0]
    Epoch 0:  74%|███████▎  | 24788/33666 [15:24<05:31, 26.81it/s, loss=4.19, v_num=0]
    Epoch 0:  74%|███████▎  | 24789/33666 [15:24<05:31, 26.81it/s, loss=4.19, v_num=0]
    Epoch 0:  74%|███████▎  | 24789/33666 [15:24<05:31, 26.81it/s, loss=4.24, v_num=0]
    Epoch 0:  74%|███████▎  | 24790/33666 [15:24<05:31, 26.81it/s, loss=4.24, v_num=0]
    Epoch 0:  74%|███████▎  | 24790/33666 [15:24<05:31, 26.81it/s, loss=4.19, v_num=0]
    Epoch 0:  74%|███████▎  | 24791/33666 [15:24<05:30, 26.81it/s, loss=4.19, v_num=0]
    Epoch 0:  74%|███████▎  | 24791/33666 [15:24<05:30, 26.81it/s, loss=4.2, v_num=0] 
    Epoch 0:  74%|███████▎  | 24792/33666 [15:24<05:30, 26.81it/s, loss=4.2, v_num=0]
    Epoch 0:  74%|███████▎  | 24792/33666 [15:24<05:30, 26.81it/s, loss=4.19, v_num=0]
    Epoch 0:  74%|███████▎  | 24793/33666 [15:24<05:30, 26.81it/s, loss=4.19, v_num=0]
    Epoch 0:  74%|███████▎  | 24793/33666 [15:24<05:30, 26.81it/s, loss=4.2, v_num=0] 
    Epoch 0:  74%|███████▎  | 24794/33666 [15:24<05:30, 26.81it/s, loss=4.2, v_num=0]
    Epoch 0:  74%|███████▎  | 24794/33666 [15:24<05:30, 26.81it/s, loss=4.22, v_num=0]
    Epoch 0:  74%|███████▎  | 24795/33666 [15:24<05:30, 26.81it/s, loss=4.22, v_num=0]
    Epoch 0:  74%|███████▎  | 24795/33666 [15:24<05:30, 26.81it/s, loss=4.2, v_num=0] 
    Epoch 0:  74%|███████▎  | 24796/33666 [15:24<05:30, 26.81it/s, loss=4.2, v_num=0]
    Epoch 0:  74%|███████▎  | 24796/33666 [15:24<05:30, 26.81it/s, loss=4.25, v_num=0]
    Epoch 0:  74%|███████▎  | 24797/33666 [15:24<05:30, 26.81it/s, loss=4.25, v_num=0]
    Epoch 0:  74%|███████▎  | 24797/33666 [15:24<05:30, 26.81it/s, loss=4.32, v_num=0]
    Epoch 0:  74%|███████▎  | 24798/33666 [15:24<05:30, 26.81it/s, loss=4.32, v_num=0]
    Epoch 0:  74%|███████▎  | 24798/33666 [15:24<05:30, 26.81it/s, loss=4.29, v_num=0]
    Epoch 0:  74%|███████▎  | 24799/33666 [15:24<05:30, 26.81it/s, loss=4.29, v_num=0]
    Epoch 0:  74%|███████▎  | 24799/33666 [15:24<05:30, 26.81it/s, loss=4.29, v_num=0]
    Epoch 0:  74%|███████▎  | 24800/33666 [15:24<05:30, 26.81it/s, loss=4.29, v_num=0]
    Epoch 0:  74%|███████▎  | 24800/33666 [15:24<05:30, 26.81it/s, loss=4.28, v_num=0]
    Epoch 0:  74%|███████▎  | 24801/33666 [15:24<05:30, 26.81it/s, loss=4.28, v_num=0]
    Epoch 0:  74%|███████▎  | 24801/33666 [15:24<05:30, 26.81it/s, loss=4.23, v_num=0]
    Epoch 0:  74%|███████▎  | 24802/33666 [15:24<05:30, 26.81it/s, loss=4.23, v_num=0]
    Epoch 0:  74%|███████▎  | 24802/33666 [15:24<05:30, 26.81it/s, loss=4.15, v_num=0]
    Epoch 0:  74%|███████▎  | 24803/33666 [15:25<05:30, 26.81it/s, loss=4.15, v_num=0]
    Epoch 0:  74%|███████▎  | 24803/33666 [15:25<05:30, 26.81it/s, loss=4.15, v_num=0]
    Epoch 0:  74%|███████▎  | 24804/33666 [15:25<05:30, 26.81it/s, loss=4.15, v_num=0]
    Epoch 0:  74%|███████▎  | 24804/33666 [15:25<05:30, 26.81it/s, loss=4.1, v_num=0] 
    Epoch 0:  74%|███████▎  | 24805/33666 [15:25<05:30, 26.81it/s, loss=4.1, v_num=0]
    Epoch 0:  74%|███████▎  | 24805/33666 [15:25<05:30, 26.81it/s, loss=4.14, v_num=0]
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    Epoch 0:  74%|███████▎  | 24806/33666 [15:25<05:30, 26.81it/s, loss=4.14, v_num=0]
    Epoch 0:  74%|███████▎  | 24807/33666 [15:25<05:30, 26.81it/s, loss=4.14, v_num=0]
    Epoch 0:  74%|███████▎  | 24807/33666 [15:25<05:30, 26.81it/s, loss=4.15, v_num=0]
    Epoch 0:  74%|███████▎  | 24808/33666 [15:25<05:30, 26.81it/s, loss=4.15, v_num=0]
    Epoch 0:  74%|███████▎  | 24808/33666 [15:25<05:30, 26.81it/s, loss=4.12, v_num=0]
    Epoch 0:  74%|███████▎  | 24809/33666 [15:25<05:30, 26.81it/s, loss=4.12, v_num=0]
    Epoch 0:  74%|███████▎  | 24809/33666 [15:25<05:30, 26.81it/s, loss=4.06, v_num=0]
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    Epoch 0:  74%|███████▎  | 24810/33666 [15:25<05:30, 26.81it/s, loss=4.16, v_num=0]
    Epoch 0:  74%|███████▎  | 24811/33666 [15:25<05:30, 26.81it/s, loss=4.16, v_num=0]
    Epoch 0:  74%|███████▎  | 24811/33666 [15:25<05:30, 26.81it/s, loss=4.17, v_num=0]
    Epoch 0:  74%|███████▎  | 24812/33666 [15:25<05:30, 26.81it/s, loss=4.17, v_num=0]
    Epoch 0:  74%|███████▎  | 24812/33666 [15:25<05:30, 26.81it/s, loss=4.12, v_num=0]
    Epoch 0:  74%|███████▎  | 24813/33666 [15:25<05:30, 26.81it/s, loss=4.12, v_num=0]
    Epoch 0:  74%|███████▎  | 24813/33666 [15:25<05:30, 26.81it/s, loss=4.12, v_num=0]
    Epoch 0:  74%|███████▎  | 24814/33666 [15:25<05:30, 26.81it/s, loss=4.12, v_num=0]
    Epoch 0:  74%|███████▎  | 24814/33666 [15:25<05:30, 26.81it/s, loss=4.09, v_num=0]
    Epoch 0:  74%|███████▎  | 24815/33666 [15:25<05:30, 26.81it/s, loss=4.09, v_num=0]
    Epoch 0:  74%|███████▎  | 24815/33666 [15:25<05:30, 26.81it/s, loss=4.1, v_num=0] 
    Epoch 0:  74%|███████▎  | 24816/33666 [15:25<05:30, 26.81it/s, loss=4.1, v_num=0]
    Epoch 0:  74%|███████▎  | 24816/33666 [15:25<05:30, 26.81it/s, loss=4.1, v_num=0]
    Epoch 0:  74%|███████▎  | 24817/33666 [15:25<05:30, 26.81it/s, loss=4.1, v_num=0]
    Epoch 0:  74%|███████▎  | 24817/33666 [15:25<05:30, 26.81it/s, loss=4.04, v_num=0]
    Epoch 0:  74%|███████▎  | 24818/33666 [15:25<05:29, 26.81it/s, loss=4.04, v_num=0]
    Epoch 0:  74%|███████▎  | 24818/33666 [15:25<05:29, 26.81it/s, loss=4.1, v_num=0] 
    Epoch 0:  74%|███████▎  | 24819/33666 [15:25<05:29, 26.81it/s, loss=4.1, v_num=0]
    Epoch 0:  74%|███████▎  | 24819/33666 [15:25<05:29, 26.81it/s, loss=4.1, v_num=0]
    Epoch 0:  74%|███████▎  | 24820/33666 [15:25<05:29, 26.81it/s, loss=4.1, v_num=0]
    Epoch 0:  74%|███████▎  | 24820/33666 [15:25<05:29, 26.81it/s, loss=4.08, v_num=0]
    Epoch 0:  74%|███████▎  | 24821/33666 [15:25<05:29, 26.81it/s, loss=4.08, v_num=0]
    Epoch 0:  74%|███████▎  | 24821/33666 [15:25<05:29, 26.81it/s, loss=4.13, v_num=0]
    Epoch 0:  74%|███████▎  | 24822/33666 [15:25<05:29, 26.81it/s, loss=4.13, v_num=0]
    Epoch 0:  74%|███████▎  | 24822/33666 [15:25<05:29, 26.81it/s, loss=4.2, v_num=0] 
    Epoch 0:  74%|███████▎  | 24823/33666 [15:25<05:29, 26.81it/s, loss=4.2, v_num=0]
    Epoch 0:  74%|███████▎  | 24823/33666 [15:25<05:29, 26.81it/s, loss=4.21, v_num=0]
    Epoch 0:  74%|███████▎  | 24824/33666 [15:25<05:29, 26.81it/s, loss=4.21, v_num=0]
    Epoch 0:  74%|███████▎  | 24824/33666 [15:25<05:29, 26.81it/s, loss=4.26, v_num=0]
    Epoch 0:  74%|███████▎  | 24825/33666 [15:25<05:29, 26.81it/s, loss=4.26, v_num=0]
    Epoch 0:  74%|███████▎  | 24825/33666 [15:25<05:29, 26.81it/s, loss=4.26, v_num=0]
    Epoch 0:  74%|███████▎  | 24826/33666 [15:25<05:29, 26.81it/s, loss=4.26, v_num=0]
    Epoch 0:  74%|███████▎  | 24826/33666 [15:25<05:29, 26.81it/s, loss=4.24, v_num=0]
    Epoch 0:  74%|███████▎  | 24827/33666 [15:25<05:29, 26.81it/s, loss=4.24, v_num=0]
    Epoch 0:  74%|███████▎  | 24827/33666 [15:25<05:29, 26.81it/s, loss=4.23, v_num=0]
    Epoch 0:  74%|███████▎  | 24828/33666 [15:25<05:29, 26.81it/s, loss=4.23, v_num=0]
    Epoch 0:  74%|███████▎  | 24828/33666 [15:25<05:29, 26.81it/s, loss=4.18, v_num=0]
    Epoch 0:  74%|███████▍  | 24829/33666 [15:25<05:29, 26.81it/s, loss=4.18, v_num=0]
    Epoch 0:  74%|███████▍  | 24829/33666 [15:25<05:29, 26.81it/s, loss=4.2, v_num=0] 
    Epoch 0:  74%|███████▍  | 24830/33666 [15:26<05:29, 26.81it/s, loss=4.2, v_num=0]
    Epoch 0:  74%|███████▍  | 24830/33666 [15:26<05:29, 26.81it/s, loss=4.19, v_num=0]
    Epoch 0:  74%|███████▍  | 24831/33666 [15:26<05:29, 26.81it/s, loss=4.19, v_num=0]
    Epoch 0:  74%|███████▍  | 24831/33666 [15:26<05:29, 26.81it/s, loss=4.18, v_num=0]
    Epoch 0:  74%|███████▍  | 24832/33666 [15:26<05:29, 26.81it/s, loss=4.18, v_num=0]
    Epoch 0:  74%|███████▍  | 24832/33666 [15:26<05:29, 26.81it/s, loss=4.28, v_num=0]
    Epoch 0:  74%|███████▍  | 24833/33666 [15:26<05:29, 26.81it/s, loss=4.28, v_num=0]
    Epoch 0:  74%|███████▍  | 24833/33666 [15:26<05:29, 26.81it/s, loss=4.27, v_num=0]
    Epoch 0:  74%|███████▍  | 24834/33666 [15:26<05:29, 26.81it/s, loss=4.27, v_num=0]
    Epoch 0:  74%|███████▍  | 24834/33666 [15:26<05:29, 26.81it/s, loss=4.25, v_num=0]
    Epoch 0:  74%|███████▍  | 24835/33666 [15:26<05:29, 26.81it/s, loss=4.25, v_num=0]
    Epoch 0:  74%|███████▍  | 24835/33666 [15:26<05:29, 26.81it/s, loss=4.22, v_num=0]
    Epoch 0:  74%|███████▍  | 24836/33666 [15:26<05:29, 26.81it/s, loss=4.22, v_num=0]
    Epoch 0:  74%|███████▍  | 24836/33666 [15:26<05:29, 26.81it/s, loss=4.22, v_num=0]
    Epoch 0:  74%|███████▍  | 24837/33666 [15:26<05:29, 26.81it/s, loss=4.22, v_num=0]
    Epoch 0:  74%|███████▍  | 24837/33666 [15:26<05:29, 26.81it/s, loss=4.23, v_num=0]
    Epoch 0:  74%|███████▍  | 24838/33666 [15:26<05:29, 26.81it/s, loss=4.23, v_num=0]
    Epoch 0:  74%|███████▍  | 24838/33666 [15:26<05:29, 26.81it/s, loss=4.24, v_num=0]
    Epoch 0:  74%|███████▍  | 24839/33666 [15:26<05:29, 26.81it/s, loss=4.24, v_num=0]
    Epoch 0:  74%|███████▍  | 24839/33666 [15:26<05:29, 26.81it/s, loss=4.24, v_num=0]
    Epoch 0:  74%|███████▍  | 24840/33666 [15:26<05:29, 26.81it/s, loss=4.24, v_num=0]
    Epoch 0:  74%|███████▍  | 24840/33666 [15:26<05:29, 26.81it/s, loss=4.26, v_num=0]
    Epoch 0:  74%|███████▍  | 24841/33666 [15:26<05:29, 26.81it/s, loss=4.26, v_num=0]
    Epoch 0:  74%|███████▍  | 24841/33666 [15:26<05:29, 26.81it/s, loss=4.19, v_num=0]
    Epoch 0:  74%|███████▍  | 24842/33666 [15:26<05:29, 26.81it/s, loss=4.19, v_num=0]
    Epoch 0:  74%|███████▍  | 24842/33666 [15:26<05:29, 26.81it/s, loss=4.15, v_num=0]
    Epoch 0:  74%|███████▍  | 24843/33666 [15:26<05:29, 26.81it/s, loss=4.15, v_num=0]
    Epoch 0:  74%|███████▍  | 24843/33666 [15:26<05:29, 26.81it/s, loss=4.12, v_num=0]
    Epoch 0:  74%|███████▍  | 24844/33666 [15:26<05:29, 26.81it/s, loss=4.12, v_num=0]
    Epoch 0:  74%|███████▍  | 24844/33666 [15:26<05:29, 26.81it/s, loss=4.09, v_num=0]
    Epoch 0:  74%|███████▍  | 24845/33666 [15:26<05:28, 26.81it/s, loss=4.09, v_num=0]
    Epoch 0:  74%|███████▍  | 24845/33666 [15:26<05:28, 26.81it/s, loss=4.12, v_num=0]
    Epoch 0:  74%|███████▍  | 24846/33666 [15:26<05:28, 26.81it/s, loss=4.12, v_num=0]
    Epoch 0:  74%|███████▍  | 24846/33666 [15:26<05:28, 26.81it/s, loss=4.14, v_num=0]
    Epoch 0:  74%|███████▍  | 24847/33666 [15:26<05:28, 26.81it/s, loss=4.14, v_num=0]
    Epoch 0:  74%|███████▍  | 24847/33666 [15:26<05:28, 26.81it/s, loss=4.19, v_num=0]
    Epoch 0:  74%|███████▍  | 24848/33666 [15:26<05:28, 26.81it/s, loss=4.19, v_num=0]
    Epoch 0:  74%|███████▍  | 24848/33666 [15:26<05:28, 26.81it/s, loss=4.24, v_num=0]
    Epoch 0:  74%|███████▍  | 24849/33666 [15:26<05:28, 26.81it/s, loss=4.24, v_num=0]
    Epoch 0:  74%|███████▍  | 24849/33666 [15:26<05:28, 26.81it/s, loss=4.24, v_num=0]
    Epoch 0:  74%|███████▍  | 24850/33666 [15:26<05:28, 26.81it/s, loss=4.24, v_num=0]
    Epoch 0:  74%|███████▍  | 24850/33666 [15:26<05:28, 26.81it/s, loss=4.24, v_num=0]
    Epoch 0:  74%|███████▍  | 24851/33666 [15:26<05:28, 26.81it/s, loss=4.24, v_num=0]
    Epoch 0:  74%|███████▍  | 24851/33666 [15:26<05:28, 26.81it/s, loss=4.25, v_num=0]
    Epoch 0:  74%|███████▍  | 24852/33666 [15:26<05:28, 26.81it/s, loss=4.25, v_num=0]
    Epoch 0:  74%|███████▍  | 24852/33666 [15:26<05:28, 26.81it/s, loss=4.16, v_num=0]
    Epoch 0:  74%|███████▍  | 24853/33666 [15:26<05:28, 26.81it/s, loss=4.16, v_num=0]
    Epoch 0:  74%|███████▍  | 24853/33666 [15:26<05:28, 26.81it/s, loss=4.15, v_num=0]
    Epoch 0:  74%|███████▍  | 24854/33666 [15:26<05:28, 26.81it/s, loss=4.15, v_num=0]
    Epoch 0:  74%|███████▍  | 24854/33666 [15:26<05:28, 26.81it/s, loss=4.19, v_num=0]
    Epoch 0:  74%|███████▍  | 24855/33666 [15:26<05:28, 26.81it/s, loss=4.19, v_num=0]
    Epoch 0:  74%|███████▍  | 24855/33666 [15:26<05:28, 26.81it/s, loss=4.22, v_num=0]
    Epoch 0:  74%|███████▍  | 24856/33666 [15:26<05:28, 26.81it/s, loss=4.22, v_num=0]
    Epoch 0:  74%|███████▍  | 24856/33666 [15:26<05:28, 26.81it/s, loss=4.22, v_num=0]
    Epoch 0:  74%|███████▍  | 24857/33666 [15:27<05:28, 26.81it/s, loss=4.22, v_num=0]
    Epoch 0:  74%|███████▍  | 24857/33666 [15:27<05:28, 26.81it/s, loss=4.24, v_num=0]
    Epoch 0:  74%|███████▍  | 24858/33666 [15:27<05:28, 26.81it/s, loss=4.24, v_num=0]
    Epoch 0:  74%|███████▍  | 24858/33666 [15:27<05:28, 26.81it/s, loss=4.22, v_num=0]
    Epoch 0:  74%|███████▍  | 24859/33666 [15:27<05:28, 26.81it/s, loss=4.22, v_num=0]
    Epoch 0:  74%|███████▍  | 24859/33666 [15:27<05:28, 26.81it/s, loss=4.24, v_num=0]
    Epoch 0:  74%|███████▍  | 24860/33666 [15:27<05:28, 26.81it/s, loss=4.24, v_num=0]
    Epoch 0:  74%|███████▍  | 24860/33666 [15:27<05:28, 26.81it/s, loss=4.23, v_num=0]
    Epoch 0:  74%|███████▍  | 24861/33666 [15:27<05:28, 26.81it/s, loss=4.23, v_num=0]
    Epoch 0:  74%|███████▍  | 24861/33666 [15:27<05:28, 26.81it/s, loss=4.28, v_num=0]
    Epoch 0:  74%|███████▍  | 24862/33666 [15:27<05:28, 26.81it/s, loss=4.28, v_num=0]
    Epoch 0:  74%|███████▍  | 24862/33666 [15:27<05:28, 26.81it/s, loss=4.3, v_num=0] 
    Epoch 0:  74%|███████▍  | 24863/33666 [15:27<05:28, 26.81it/s, loss=4.3, v_num=0]
    Epoch 0:  74%|███████▍  | 24863/33666 [15:27<05:28, 26.81it/s, loss=4.32, v_num=0]
    Epoch 0:  74%|███████▍  | 24864/33666 [15:27<05:28, 26.81it/s, loss=4.32, v_num=0]
    Epoch 0:  74%|███████▍  | 24864/33666 [15:27<05:28, 26.81it/s, loss=4.34, v_num=0]
    Epoch 0:  74%|███████▍  | 24865/33666 [15:27<05:28, 26.81it/s, loss=4.34, v_num=0]
    Epoch 0:  74%|███████▍  | 24865/33666 [15:27<05:28, 26.81it/s, loss=4.33, v_num=0]
    Epoch 0:  74%|███████▍  | 24866/33666 [15:27<05:28, 26.81it/s, loss=4.33, v_num=0]
    Epoch 0:  74%|███████▍  | 24866/33666 [15:27<05:28, 26.81it/s, loss=4.34, v_num=0]
    Epoch 0:  74%|███████▍  | 24867/33666 [15:27<05:28, 26.81it/s, loss=4.34, v_num=0]
    Epoch 0:  74%|███████▍  | 24867/33666 [15:27<05:28, 26.81it/s, loss=4.28, v_num=0]
    Epoch 0:  74%|███████▍  | 24868/33666 [15:27<05:28, 26.81it/s, loss=4.28, v_num=0]
    Epoch 0:  74%|███████▍  | 24868/33666 [15:27<05:28, 26.81it/s, loss=4.27, v_num=0]
    Epoch 0:  74%|███████▍  | 24869/33666 [15:27<05:28, 26.81it/s, loss=4.27, v_num=0]
    Epoch 0:  74%|███████▍  | 24869/33666 [15:27<05:28, 26.81it/s, loss=4.27, v_num=0]
    Epoch 0:  74%|███████▍  | 24870/33666 [15:27<05:28, 26.81it/s, loss=4.27, v_num=0]
    Epoch 0:  74%|███████▍  | 24870/33666 [15:27<05:28, 26.81it/s, loss=4.22, v_num=0]
    Epoch 0:  74%|███████▍  | 24871/33666 [15:27<05:28, 26.81it/s, loss=4.22, v_num=0]
    Epoch 0:  74%|███████▍  | 24871/33666 [15:27<05:28, 26.81it/s, loss=4.27, v_num=0]
    Epoch 0:  74%|███████▍  | 24872/33666 [15:27<05:27, 26.81it/s, loss=4.27, v_num=0]
    Epoch 0:  74%|███████▍  | 24872/33666 [15:27<05:27, 26.81it/s, loss=4.31, v_num=0]
    Epoch 0:  74%|███████▍  | 24873/33666 [15:27<05:27, 26.81it/s, loss=4.31, v_num=0]
    Epoch 0:  74%|███████▍  | 24873/33666 [15:27<05:27, 26.81it/s, loss=4.33, v_num=0]
    Epoch 0:  74%|███████▍  | 24874/33666 [15:27<05:27, 26.81it/s, loss=4.33, v_num=0]
    Epoch 0:  74%|███████▍  | 24874/33666 [15:27<05:27, 26.81it/s, loss=4.3, v_num=0] 
    Epoch 0:  74%|███████▍  | 24875/33666 [15:27<05:27, 26.81it/s, loss=4.3, v_num=0]
    Epoch 0:  74%|███████▍  | 24875/33666 [15:27<05:27, 26.81it/s, loss=4.31, v_num=0]
    Epoch 0:  74%|███████▍  | 24876/33666 [15:27<05:27, 26.81it/s, loss=4.31, v_num=0]
    Epoch 0:  74%|███████▍  | 24876/33666 [15:27<05:27, 26.81it/s, loss=4.3, v_num=0] 
    Epoch 0:  74%|███████▍  | 24877/33666 [15:27<05:27, 26.81it/s, loss=4.3, v_num=0]
    Epoch 0:  74%|███████▍  | 24877/33666 [15:27<05:27, 26.81it/s, loss=4.27, v_num=0]
    Epoch 0:  74%|███████▍  | 24878/33666 [15:27<05:27, 26.81it/s, loss=4.27, v_num=0]
    Epoch 0:  74%|███████▍  | 24878/33666 [15:27<05:27, 26.81it/s, loss=4.19, v_num=0]
    Epoch 0:  74%|███████▍  | 24879/33666 [15:27<05:27, 26.81it/s, loss=4.19, v_num=0]
    Epoch 0:  74%|███████▍  | 24879/33666 [15:27<05:27, 26.81it/s, loss=4.18, v_num=0]
    Epoch 0:  74%|███████▍  | 24880/33666 [15:27<05:27, 26.81it/s, loss=4.18, v_num=0]
    Epoch 0:  74%|███████▍  | 24880/33666 [15:27<05:27, 26.81it/s, loss=4.16, v_num=0]
    Epoch 0:  74%|███████▍  | 24881/33666 [15:27<05:27, 26.81it/s, loss=4.16, v_num=0]
    Epoch 0:  74%|███████▍  | 24881/33666 [15:27<05:27, 26.81it/s, loss=4.12, v_num=0]
    Epoch 0:  74%|███████▍  | 24882/33666 [15:27<05:27, 26.81it/s, loss=4.12, v_num=0]
    Epoch 0:  74%|███████▍  | 24882/33666 [15:27<05:27, 26.81it/s, loss=4.13, v_num=0]
    Epoch 0:  74%|███████▍  | 24883/33666 [15:28<05:27, 26.81it/s, loss=4.13, v_num=0]
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    Epoch 0:  74%|███████▍  | 24890/33666 [15:28<05:27, 26.81it/s, loss=4.12, v_num=0]
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    Epoch 0:  74%|███████▍  | 24893/33666 [15:28<05:27, 26.81it/s, loss=3.99, v_num=0]
    Epoch 0:  74%|███████▍  | 24894/33666 [15:28<05:27, 26.81it/s, loss=3.99, v_num=0]
    Epoch 0:  74%|███████▍  | 24894/33666 [15:28<05:27, 26.81it/s, loss=3.98, v_num=0]
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    Epoch 0:  74%|███████▍  | 24895/33666 [15:28<05:27, 26.81it/s, loss=3.96, v_num=0]
    Epoch 0:  74%|███████▍  | 24896/33666 [15:28<05:27, 26.81it/s, loss=3.96, v_num=0]
    Epoch 0:  74%|███████▍  | 24896/33666 [15:28<05:27, 26.81it/s, loss=4.02, v_num=0]
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    Epoch 0:  74%|███████▍  | 24897/33666 [15:28<05:27, 26.81it/s, loss=4.04, v_num=0]
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    Epoch 0:  74%|███████▍  | 24899/33666 [15:28<05:26, 26.81it/s, loss=4.1, v_num=0]
    Epoch 0:  74%|███████▍  | 24899/33666 [15:28<05:26, 26.81it/s, loss=4.1, v_num=0]
    Epoch 0:  74%|███████▍  | 24900/33666 [15:28<05:26, 26.81it/s, loss=4.1, v_num=0]
    Epoch 0:  74%|███████▍  | 24900/33666 [15:28<05:26, 26.81it/s, loss=4.11, v_num=0]
    Epoch 0:  74%|███████▍  | 24901/33666 [15:28<05:26, 26.81it/s, loss=4.11, v_num=0]
    Epoch 0:  74%|███████▍  | 24901/33666 [15:28<05:26, 26.81it/s, loss=4.12, v_num=0]
    Epoch 0:  74%|███████▍  | 24902/33666 [15:28<05:26, 26.81it/s, loss=4.12, v_num=0]
    Epoch 0:  74%|███████▍  | 24902/33666 [15:28<05:26, 26.81it/s, loss=4.12, v_num=0]
    Epoch 0:  74%|███████▍  | 24903/33666 [15:28<05:26, 26.81it/s, loss=4.12, v_num=0]
    Epoch 0:  74%|███████▍  | 24903/33666 [15:28<05:26, 26.81it/s, loss=4.16, v_num=0]
    Epoch 0:  74%|███████▍  | 24904/33666 [15:28<05:26, 26.81it/s, loss=4.16, v_num=0]
    Epoch 0:  74%|███████▍  | 24904/33666 [15:28<05:26, 26.81it/s, loss=4.13, v_num=0]
    Epoch 0:  74%|███████▍  | 24905/33666 [15:28<05:26, 26.81it/s, loss=4.13, v_num=0]
    Epoch 0:  74%|███████▍  | 24905/33666 [15:28<05:26, 26.81it/s, loss=4.1, v_num=0] 
    Epoch 0:  74%|███████▍  | 24906/33666 [15:28<05:26, 26.81it/s, loss=4.1, v_num=0]
    Epoch 0:  74%|███████▍  | 24906/33666 [15:28<05:26, 26.81it/s, loss=4.11, v_num=0]
    Epoch 0:  74%|███████▍  | 24907/33666 [15:28<05:26, 26.81it/s, loss=4.11, v_num=0]
    Epoch 0:  74%|███████▍  | 24907/33666 [15:28<05:26, 26.81it/s, loss=4.12, v_num=0]
    Epoch 0:  74%|███████▍  | 24908/33666 [15:28<05:26, 26.81it/s, loss=4.12, v_num=0]
    Epoch 0:  74%|███████▍  | 24908/33666 [15:28<05:26, 26.81it/s, loss=4.12, v_num=0]
    Epoch 0:  74%|███████▍  | 24909/33666 [15:28<05:26, 26.81it/s, loss=4.12, v_num=0]
    Epoch 0:  74%|███████▍  | 24909/33666 [15:28<05:26, 26.81it/s, loss=4.08, v_num=0]
    Epoch 0:  74%|███████▍  | 24910/33666 [15:28<05:26, 26.81it/s, loss=4.08, v_num=0]
    Epoch 0:  74%|███████▍  | 24910/33666 [15:28<05:26, 26.81it/s, loss=4.05, v_num=0]
    Epoch 0:  74%|███████▍  | 24911/33666 [15:29<05:26, 26.81it/s, loss=4.05, v_num=0]
    Epoch 0:  74%|███████▍  | 24911/33666 [15:29<05:26, 26.81it/s, loss=4.11, v_num=0]
    Epoch 0:  74%|███████▍  | 24912/33666 [15:29<05:26, 26.81it/s, loss=4.11, v_num=0]
    Epoch 0:  74%|███████▍  | 24912/33666 [15:29<05:26, 26.81it/s, loss=4.1, v_num=0] 
    Epoch 0:  74%|███████▍  | 24913/33666 [15:29<05:26, 26.81it/s, loss=4.1, v_num=0]
    Epoch 0:  74%|███████▍  | 24913/33666 [15:29<05:26, 26.81it/s, loss=4.1, v_num=0]
    Epoch 0:  74%|███████▍  | 24914/33666 [15:29<05:26, 26.81it/s, loss=4.1, v_num=0]
    Epoch 0:  74%|███████▍  | 24914/33666 [15:29<05:26, 26.81it/s, loss=4.14, v_num=0]
    Epoch 0:  74%|███████▍  | 24915/33666 [15:29<05:26, 26.81it/s, loss=4.14, v_num=0]
    Epoch 0:  74%|███████▍  | 24915/33666 [15:29<05:26, 26.81it/s, loss=4.15, v_num=0]
    Epoch 0:  74%|███████▍  | 24916/33666 [15:29<05:26, 26.81it/s, loss=4.15, v_num=0]
    Epoch 0:  74%|███████▍  | 24916/33666 [15:29<05:26, 26.81it/s, loss=4.06, v_num=0]
    Epoch 0:  74%|███████▍  | 24917/33666 [15:29<05:26, 26.82it/s, loss=4.06, v_num=0]
    Epoch 0:  74%|███████▍  | 24917/33666 [15:29<05:26, 26.82it/s, loss=4.05, v_num=0]
    Epoch 0:  74%|███████▍  | 24918/33666 [15:29<05:26, 26.82it/s, loss=4.05, v_num=0]
    Epoch 0:  74%|███████▍  | 24918/33666 [15:29<05:26, 26.82it/s, loss=4.08, v_num=0]
    Epoch 0:  74%|███████▍  | 24919/33666 [15:29<05:26, 26.82it/s, loss=4.08, v_num=0]
    Epoch 0:  74%|███████▍  | 24919/33666 [15:29<05:26, 26.82it/s, loss=4.1, v_num=0] 
    Epoch 0:  74%|███████▍  | 24920/33666 [15:29<05:26, 26.82it/s, loss=4.1, v_num=0]
    Epoch 0:  74%|███████▍  | 24920/33666 [15:29<05:26, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  74%|███████▍  | 24921/33666 [15:29<05:26, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  74%|███████▍  | 24921/33666 [15:29<05:26, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  74%|███████▍  | 24922/33666 [15:29<05:26, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  74%|███████▍  | 24922/33666 [15:29<05:26, 26.82it/s, loss=4.2, v_num=0] 
    Epoch 0:  74%|███████▍  | 24923/33666 [15:29<05:26, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  74%|███████▍  | 24923/33666 [15:29<05:26, 26.82it/s, loss=4.21, v_num=0]
    Epoch 0:  74%|███████▍  | 24924/33666 [15:29<05:26, 26.82it/s, loss=4.21, v_num=0]
    Epoch 0:  74%|███████▍  | 24924/33666 [15:29<05:26, 26.82it/s, loss=4.27, v_num=0]
    Epoch 0:  74%|███████▍  | 24925/33666 [15:29<05:25, 26.82it/s, loss=4.27, v_num=0]
    Epoch 0:  74%|███████▍  | 24925/33666 [15:29<05:25, 26.82it/s, loss=4.3, v_num=0] 
    Epoch 0:  74%|███████▍  | 24926/33666 [15:29<05:25, 26.82it/s, loss=4.3, v_num=0]
    Epoch 0:  74%|███████▍  | 24926/33666 [15:29<05:25, 26.82it/s, loss=4.3, v_num=0]
    Epoch 0:  74%|███████▍  | 24927/33666 [15:29<05:25, 26.82it/s, loss=4.3, v_num=0]
    Epoch 0:  74%|███████▍  | 24927/33666 [15:29<05:25, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  74%|███████▍  | 24928/33666 [15:29<05:25, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  74%|███████▍  | 24928/33666 [15:29<05:25, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  74%|███████▍  | 24929/33666 [15:29<05:25, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  74%|███████▍  | 24929/33666 [15:29<05:25, 26.82it/s, loss=4.34, v_num=0]
    Epoch 0:  74%|███████▍  | 24930/33666 [15:29<05:25, 26.82it/s, loss=4.34, v_num=0]
    Epoch 0:  74%|███████▍  | 24930/33666 [15:29<05:25, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  74%|███████▍  | 24931/33666 [15:29<05:25, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  74%|███████▍  | 24931/33666 [15:29<05:25, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  74%|███████▍  | 24932/33666 [15:29<05:25, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  74%|███████▍  | 24932/33666 [15:29<05:25, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  74%|███████▍  | 24933/33666 [15:29<05:25, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  74%|███████▍  | 24933/33666 [15:29<05:25, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  74%|███████▍  | 24934/33666 [15:29<05:25, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  74%|███████▍  | 24934/33666 [15:29<05:25, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  74%|███████▍  | 24935/33666 [15:29<05:25, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  74%|███████▍  | 24935/33666 [15:29<05:25, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  74%|███████▍  | 24936/33666 [15:29<05:25, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  74%|███████▍  | 24936/33666 [15:29<05:25, 26.82it/s, loss=4.32, v_num=0]
    Epoch 0:  74%|███████▍  | 24937/33666 [15:29<05:25, 26.82it/s, loss=4.32, v_num=0]
    Epoch 0:  74%|███████▍  | 24937/33666 [15:29<05:25, 26.82it/s, loss=4.35, v_num=0]
    Epoch 0:  74%|███████▍  | 24938/33666 [15:29<05:25, 26.82it/s, loss=4.35, v_num=0]
    Epoch 0:  74%|███████▍  | 24938/33666 [15:29<05:25, 26.82it/s, loss=4.34, v_num=0]
    Epoch 0:  74%|███████▍  | 24939/33666 [15:30<05:25, 26.82it/s, loss=4.34, v_num=0]
    Epoch 0:  74%|███████▍  | 24939/33666 [15:30<05:25, 26.82it/s, loss=4.38, v_num=0]
    Epoch 0:  74%|███████▍  | 24940/33666 [15:30<05:25, 26.82it/s, loss=4.38, v_num=0]
    Epoch 0:  74%|███████▍  | 24940/33666 [15:30<05:25, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  74%|███████▍  | 24941/33666 [15:30<05:25, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  74%|███████▍  | 24941/33666 [15:30<05:25, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  74%|███████▍  | 24942/33666 [15:30<05:25, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  74%|███████▍  | 24942/33666 [15:30<05:25, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  74%|███████▍  | 24943/33666 [15:30<05:25, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  74%|███████▍  | 24943/33666 [15:30<05:25, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  74%|███████▍  | 24944/33666 [15:30<05:25, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  74%|███████▍  | 24944/33666 [15:30<05:25, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  74%|███████▍  | 24945/33666 [15:30<05:25, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  74%|███████▍  | 24945/33666 [15:30<05:25, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  74%|███████▍  | 24946/33666 [15:30<05:25, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  74%|███████▍  | 24946/33666 [15:30<05:25, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  74%|███████▍  | 24947/33666 [15:30<05:25, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  74%|███████▍  | 24947/33666 [15:30<05:25, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  74%|███████▍  | 24948/33666 [15:30<05:25, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  74%|███████▍  | 24948/33666 [15:30<05:25, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  74%|███████▍  | 24949/33666 [15:30<05:25, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  74%|███████▍  | 24949/33666 [15:30<05:25, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  74%|███████▍  | 24950/33666 [15:30<05:25, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  74%|███████▍  | 24950/33666 [15:30<05:25, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  74%|███████▍  | 24951/33666 [15:30<05:24, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  74%|███████▍  | 24951/33666 [15:30<05:24, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  74%|███████▍  | 24952/33666 [15:30<05:24, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  74%|███████▍  | 24952/33666 [15:30<05:24, 26.82it/s, loss=4.13, v_num=0]
    Epoch 0:  74%|███████▍  | 24953/33666 [15:30<05:24, 26.82it/s, loss=4.13, v_num=0]
    Epoch 0:  74%|███████▍  | 24953/33666 [15:30<05:24, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  74%|███████▍  | 24954/33666 [15:30<05:24, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  74%|███████▍  | 24954/33666 [15:30<05:24, 26.82it/s, loss=4.2, v_num=0] 
    Epoch 0:  74%|███████▍  | 24955/33666 [15:30<05:24, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  74%|███████▍  | 24955/33666 [15:30<05:24, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  74%|███████▍  | 24956/33666 [15:30<05:24, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  74%|███████▍  | 24956/33666 [15:30<05:24, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  74%|███████▍  | 24957/33666 [15:30<05:24, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  74%|███████▍  | 24957/33666 [15:30<05:24, 26.82it/s, loss=4.13, v_num=0]
    Epoch 0:  74%|███████▍  | 24958/33666 [15:30<05:24, 26.82it/s, loss=4.13, v_num=0]
    Epoch 0:  74%|███████▍  | 24958/33666 [15:30<05:24, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  74%|███████▍  | 24959/33666 [15:30<05:24, 26.82it/s, loss=4.15, v_num=0]
    Epoch 0:  74%|███████▍  | 24959/33666 [15:30<05:24, 26.82it/s, loss=4.1, v_num=0] 
    Epoch 0:  74%|███████▍  | 24960/33666 [15:30<05:24, 26.82it/s, loss=4.1, v_num=0]
    Epoch 0:  74%|███████▍  | 24960/33666 [15:30<05:24, 26.82it/s, loss=4.09, v_num=0]
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    Epoch 0:  74%|███████▍  | 24961/33666 [15:30<05:24, 26.82it/s, loss=4.07, v_num=0]
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    Epoch 0:  74%|███████▍  | 24969/33666 [15:31<05:24, 26.82it/s, loss=4.12, v_num=0]
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    Epoch 0:  74%|███████▍  | 24970/33666 [15:31<05:24, 26.82it/s, loss=4.11, v_num=0]
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    Epoch 0:  74%|███████▍  | 24971/33666 [15:31<05:24, 26.82it/s, loss=4.12, v_num=0]
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    Epoch 0:  74%|███████▍  | 24972/33666 [15:31<05:24, 26.82it/s, loss=4.12, v_num=0]
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    Epoch 0:  74%|███████▍  | 24973/33666 [15:31<05:24, 26.82it/s, loss=4.11, v_num=0]
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    Epoch 0:  74%|███████▍  | 24974/33666 [15:31<05:24, 26.82it/s, loss=4.07, v_num=0]
    Epoch 0:  74%|███████▍  | 24975/33666 [15:31<05:24, 26.82it/s, loss=4.07, v_num=0]
    Epoch 0:  74%|███████▍  | 24975/33666 [15:31<05:24, 26.82it/s, loss=4.06, v_num=0]
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    Epoch 0:  74%|███████▍  | 24976/33666 [15:31<05:24, 26.82it/s, loss=4.06, v_num=0]
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    Epoch 0:  74%|███████▍  | 24977/33666 [15:31<05:24, 26.82it/s, loss=4.08, v_num=0]
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    Epoch 0:  74%|███████▍  | 24978/33666 [15:31<05:23, 26.82it/s, loss=4.03, v_num=0]
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    Epoch 0:  74%|███████▍  | 24979/33666 [15:31<05:23, 26.82it/s, loss=4.04, v_num=0]
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    Epoch 0:  74%|███████▍  | 24980/33666 [15:31<05:23, 26.82it/s, loss=4.1, v_num=0] 
    Epoch 0:  74%|███████▍  | 24981/33666 [15:31<05:23, 26.82it/s, loss=4.1, v_num=0]
    Epoch 0:  74%|███████▍  | 24981/33666 [15:31<05:23, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  74%|███████▍  | 24982/33666 [15:31<05:23, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  74%|███████▍  | 24982/33666 [15:31<05:23, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  74%|███████▍  | 24983/33666 [15:31<05:23, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  74%|███████▍  | 24983/33666 [15:31<05:23, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  74%|███████▍  | 24984/33666 [15:31<05:23, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  74%|███████▍  | 24984/33666 [15:31<05:23, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  74%|███████▍  | 24985/33666 [15:31<05:23, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  74%|███████▍  | 24985/33666 [15:31<05:23, 26.82it/s, loss=4.2, v_num=0] 
    Epoch 0:  74%|███████▍  | 24986/33666 [15:31<05:23, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  74%|███████▍  | 24986/33666 [15:31<05:23, 26.82it/s, loss=4.3, v_num=0]
    Epoch 0:  74%|███████▍  | 24987/33666 [15:31<05:23, 26.82it/s, loss=4.3, v_num=0]
    Epoch 0:  74%|███████▍  | 24987/33666 [15:31<05:23, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  74%|███████▍  | 24988/33666 [15:31<05:23, 26.82it/s, loss=4.24, v_num=0]
    Epoch 0:  74%|███████▍  | 24988/33666 [15:31<05:23, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  74%|███████▍  | 24989/33666 [15:31<05:23, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  74%|███████▍  | 24989/33666 [15:31<05:23, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  74%|███████▍  | 24990/33666 [15:31<05:23, 26.82it/s, loss=4.22, v_num=0]
    Epoch 0:  74%|███████▍  | 24990/33666 [15:31<05:23, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  74%|███████▍  | 24991/33666 [15:31<05:23, 26.82it/s, loss=4.26, v_num=0]
    Epoch 0:  74%|███████▍  | 24991/33666 [15:31<05:23, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  74%|███████▍  | 24992/33666 [15:31<05:23, 26.82it/s, loss=4.23, v_num=0]
    Epoch 0:  74%|███████▍  | 24992/33666 [15:31<05:23, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  74%|███████▍  | 24993/33666 [15:31<05:23, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  74%|███████▍  | 24993/33666 [15:31<05:23, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  74%|███████▍  | 24994/33666 [15:32<05:23, 26.82it/s, loss=4.29, v_num=0]
    Epoch 0:  74%|███████▍  | 24994/33666 [15:32<05:23, 26.82it/s, loss=4.32, v_num=0]
    Epoch 0:  74%|███████▍  | 24995/33666 [15:32<05:23, 26.82it/s, loss=4.32, v_num=0]
    Epoch 0:  74%|███████▍  | 24995/33666 [15:32<05:23, 26.82it/s, loss=4.36, v_num=0]
    Epoch 0:  74%|███████▍  | 24996/33666 [15:32<05:23, 26.82it/s, loss=4.36, v_num=0]
    Epoch 0:  74%|███████▍  | 24996/33666 [15:32<05:23, 26.82it/s, loss=4.39, v_num=0]
    Epoch 0:  74%|███████▍  | 24997/33666 [15:32<05:23, 26.82it/s, loss=4.39, v_num=0]
    Epoch 0:  74%|███████▍  | 24997/33666 [15:32<05:23, 26.82it/s, loss=4.4, v_num=0] 
    Epoch 0:  74%|███████▍  | 24998/33666 [15:32<05:23, 26.82it/s, loss=4.4, v_num=0]
    Epoch 0:  74%|███████▍  | 24998/33666 [15:32<05:23, 26.82it/s, loss=4.41, v_num=0]
    Epoch 0:  74%|███████▍  | 24999/33666 [15:32<05:23, 26.82it/s, loss=4.41, v_num=0]
    Epoch 0:  74%|███████▍  | 24999/33666 [15:32<05:23, 26.82it/s, loss=4.41, v_num=0]
    Epoch 0:  74%|███████▍  | 25000/33666 [15:32<05:23, 26.82it/s, loss=4.41, v_num=0]
    Epoch 0:  74%|███████▍  | 25000/33666 [15:32<05:23, 26.82it/s, loss=4.39, v_num=0]
    Epoch 0:  74%|███████▍  | 25001/33666 [15:32<05:23, 26.82it/s, loss=4.39, v_num=0]
    Epoch 0:  74%|███████▍  | 25001/33666 [15:32<05:23, 26.82it/s, loss=4.4, v_num=0] 
    Epoch 0:  74%|███████▍  | 25002/33666 [15:32<05:23, 26.82it/s, loss=4.4, v_num=0]
    Epoch 0:  74%|███████▍  | 25002/33666 [15:32<05:23, 26.82it/s, loss=4.39, v_num=0]
    Epoch 0:  74%|███████▍  | 25003/33666 [15:32<05:23, 26.82it/s, loss=4.39, v_num=0]
    Epoch 0:  74%|███████▍  | 25003/33666 [15:32<05:23, 26.82it/s, loss=4.4, v_num=0] 
    Epoch 0:  74%|███████▍  | 25004/33666 [15:32<05:23, 26.82it/s, loss=4.4, v_num=0]
    Epoch 0:  74%|███████▍  | 25004/33666 [15:32<05:23, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  74%|███████▍  | 25005/33666 [15:32<05:22, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  74%|███████▍  | 25005/33666 [15:32<05:22, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  74%|███████▍  | 25006/33666 [15:32<05:22, 26.82it/s, loss=4.31, v_num=0]
    Epoch 0:  74%|███████▍  | 25006/33666 [15:32<05:22, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  74%|███████▍  | 25007/33666 [15:32<05:22, 26.82it/s, loss=4.18, v_num=0]
    Epoch 0:  74%|███████▍  | 25007/33666 [15:32<05:22, 26.82it/s, loss=4.2, v_num=0] 
    Epoch 0:  74%|███████▍  | 25008/33666 [15:32<05:22, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  74%|███████▍  | 25008/33666 [15:32<05:22, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  74%|███████▍  | 25009/33666 [15:32<05:22, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  74%|███████▍  | 25009/33666 [15:32<05:22, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  74%|███████▍  | 25010/33666 [15:32<05:22, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  74%|███████▍  | 25010/33666 [15:32<05:22, 26.82it/s, loss=4.09, v_num=0]
    Epoch 0:  74%|███████▍  | 25011/33666 [15:32<05:22, 26.82it/s, loss=4.09, v_num=0]
    Epoch 0:  74%|███████▍  | 25011/33666 [15:32<05:22, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  74%|███████▍  | 25012/33666 [15:32<05:22, 26.82it/s, loss=4.14, v_num=0]
    Epoch 0:  74%|███████▍  | 25012/33666 [15:32<05:22, 26.82it/s, loss=4.09, v_num=0]
    Epoch 0:  74%|███████▍  | 25013/33666 [15:32<05:22, 26.82it/s, loss=4.09, v_num=0]
    Epoch 0:  74%|███████▍  | 25013/33666 [15:32<05:22, 26.82it/s, loss=4.07, v_num=0]
    Epoch 0:  74%|███████▍  | 25014/33666 [15:32<05:22, 26.82it/s, loss=4.07, v_num=0]
    Epoch 0:  74%|███████▍  | 25014/33666 [15:32<05:22, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  74%|███████▍  | 25015/33666 [15:32<05:22, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  74%|███████▍  | 25015/33666 [15:32<05:22, 26.82it/s, loss=4.1, v_num=0] 
    Epoch 0:  74%|███████▍  | 25016/33666 [15:32<05:22, 26.82it/s, loss=4.1, v_num=0]
    Epoch 0:  74%|███████▍  | 25016/33666 [15:32<05:22, 26.82it/s, loss=4.09, v_num=0]
    Epoch 0:  74%|███████▍  | 25017/33666 [15:32<05:22, 26.82it/s, loss=4.09, v_num=0]
    Epoch 0:  74%|███████▍  | 25017/33666 [15:32<05:22, 26.82it/s, loss=4.05, v_num=0]
    Epoch 0:  74%|███████▍  | 25018/33666 [15:32<05:22, 26.82it/s, loss=4.05, v_num=0]
    Epoch 0:  74%|███████▍  | 25018/33666 [15:32<05:22, 26.82it/s, loss=4.04, v_num=0]
    Epoch 0:  74%|███████▍  | 25019/33666 [15:32<05:22, 26.82it/s, loss=4.04, v_num=0]
    Epoch 0:  74%|███████▍  | 25019/33666 [15:32<05:22, 26.82it/s, loss=4.02, v_num=0]
    Epoch 0:  74%|███████▍  | 25020/33666 [15:32<05:22, 26.82it/s, loss=4.02, v_num=0]
    Epoch 0:  74%|███████▍  | 25020/33666 [15:32<05:22, 26.82it/s, loss=3.99, v_num=0]
    Epoch 0:  74%|███████▍  | 25021/33666 [15:32<05:22, 26.82it/s, loss=3.99, v_num=0]
    Epoch 0:  74%|███████▍  | 25021/33666 [15:32<05:22, 26.82it/s, loss=3.95, v_num=0]
    Epoch 0:  74%|███████▍  | 25022/33666 [15:33<05:22, 26.82it/s, loss=3.95, v_num=0]
    Epoch 0:  74%|███████▍  | 25022/33666 [15:33<05:22, 26.82it/s, loss=4, v_num=0]   
    Epoch 0:  74%|███████▍  | 25023/33666 [15:33<05:22, 26.82it/s, loss=4, v_num=0]
    Epoch 0:  74%|███████▍  | 25023/33666 [15:33<05:22, 26.82it/s, loss=4, v_num=0]
    Epoch 0:  74%|███████▍  | 25024/33666 [15:33<05:22, 26.82it/s, loss=4, v_num=0]
    Epoch 0:  74%|███████▍  | 25024/33666 [15:33<05:22, 26.82it/s, loss=4.06, v_num=0]
    Epoch 0:  74%|███████▍  | 25025/33666 [15:33<05:22, 26.82it/s, loss=4.06, v_num=0]
    Epoch 0:  74%|███████▍  | 25025/33666 [15:33<05:22, 26.82it/s, loss=4.05, v_num=0]
    Epoch 0:  74%|███████▍  | 25026/33666 [15:33<05:22, 26.82it/s, loss=4.05, v_num=0]
    Epoch 0:  74%|███████▍  | 25026/33666 [15:33<05:22, 26.82it/s, loss=4.09, v_num=0]
    Epoch 0:  74%|███████▍  | 25027/33666 [15:33<05:22, 26.82it/s, loss=4.09, v_num=0]
    Epoch 0:  74%|███████▍  | 25027/33666 [15:33<05:22, 26.82it/s, loss=4.1, v_num=0] 
    Epoch 0:  74%|███████▍  | 25028/33666 [15:33<05:22, 26.82it/s, loss=4.1, v_num=0]
    Epoch 0:  74%|███████▍  | 25028/33666 [15:33<05:22, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  74%|███████▍  | 25029/33666 [15:33<05:22, 26.82it/s, loss=4.11, v_num=0]
    Epoch 0:  74%|███████▍  | 25029/33666 [15:33<05:22, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  74%|███████▍  | 25030/33666 [15:33<05:22, 26.82it/s, loss=4.12, v_num=0]
    Epoch 0:  74%|███████▍  | 25030/33666 [15:33<05:22, 26.82it/s, loss=4.13, v_num=0]
    Epoch 0:  74%|███████▍  | 25031/33666 [15:33<05:21, 26.82it/s, loss=4.13, v_num=0]
    Epoch 0:  74%|███████▍  | 25031/33666 [15:33<05:21, 26.82it/s, loss=4.07, v_num=0]
    Epoch 0:  74%|███████▍  | 25032/33666 [15:33<05:21, 26.82it/s, loss=4.07, v_num=0]
    Epoch 0:  74%|███████▍  | 25032/33666 [15:33<05:21, 26.82it/s, loss=4.05, v_num=0]
    Epoch 0:  74%|███████▍  | 25033/33666 [15:33<05:21, 26.82it/s, loss=4.05, v_num=0]
    Epoch 0:  74%|███████▍  | 25033/33666 [15:33<05:21, 26.82it/s, loss=4.08, v_num=0]
    Epoch 0:  74%|███████▍  | 25034/33666 [15:33<05:21, 26.82it/s, loss=4.08, v_num=0]
    Epoch 0:  74%|███████▍  | 25034/33666 [15:33<05:21, 26.82it/s, loss=4.01, v_num=0]
    Epoch 0:  74%|███████▍  | 25035/33666 [15:33<05:21, 26.82it/s, loss=4.01, v_num=0]
    Epoch 0:  74%|███████▍  | 25035/33666 [15:33<05:21, 26.82it/s, loss=4, v_num=0]   
    Epoch 0:  74%|███████▍  | 25036/33666 [15:33<05:21, 26.82it/s, loss=4, v_num=0]
    Epoch 0:  74%|███████▍  | 25036/33666 [15:33<05:21, 26.82it/s, loss=3.98, v_num=0]
    Epoch 0:  74%|███████▍  | 25037/33666 [15:33<05:21, 26.82it/s, loss=3.98, v_num=0]
    Epoch 0:  74%|███████▍  | 25037/33666 [15:33<05:21, 26.82it/s, loss=3.98, v_num=0]
    Epoch 0:  74%|███████▍  | 25038/33666 [15:33<05:21, 26.82it/s, loss=3.98, v_num=0]
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    Epoch 0:  75%|███████▍  | 25155/33666 [15:38<05:17, 26.82it/s, loss=4.08, v_num=0]
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    Epoch 0:  75%|███████▍  | 25157/33666 [15:38<05:17, 26.81it/s, loss=4.1, v_num=0] 
    Epoch 0:  75%|███████▍  | 25158/33666 [15:38<05:17, 26.81it/s, loss=4.1, v_num=0]
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    Epoch 0:  75%|███████▍  | 25160/33666 [15:38<05:17, 26.81it/s, loss=4.17, v_num=0]
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    Epoch 0:  75%|███████▍  | 25167/33666 [15:38<05:16, 26.81it/s, loss=4.29, v_num=0]
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    Epoch 0:  75%|███████▍  | 25175/33666 [15:38<05:16, 26.81it/s, loss=4.47, v_num=0]
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    Epoch 0:  75%|███████▍  | 25176/33666 [15:38<05:16, 26.81it/s, loss=4.44, v_num=0]
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    Epoch 0:  75%|███████▍  | 25179/33666 [15:39<05:16, 26.81it/s, loss=4.44, v_num=0]
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    Epoch 0:  75%|███████▍  | 25186/33666 [15:39<05:16, 26.81it/s, loss=4.35, v_num=0]
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    Epoch 0:  75%|███████▍  | 25216/33666 [15:40<05:15, 26.81it/s, loss=4, v_num=0]   
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    Epoch 0:  75%|███████▍  | 25218/33666 [15:40<05:15, 26.81it/s, loss=3.95, v_num=0]
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    Epoch 0:  75%|███████▍  | 25229/33666 [15:40<05:14, 26.81it/s, loss=4.01, v_num=0]
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    Epoch 0:  75%|███████▍  | 25230/33666 [15:40<05:14, 26.81it/s, loss=4.04, v_num=0]
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    Epoch 0:  75%|███████▍  | 25234/33666 [15:41<05:14, 26.82it/s, loss=4.1, v_num=0] 
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    Epoch 0:  75%|███████▍  | 25235/33666 [15:41<05:14, 26.82it/s, loss=4.08, v_num=0]
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    Epoch 0:  75%|███████▍  | 25237/33666 [15:41<05:14, 26.82it/s, loss=4.12, v_num=0]
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    Epoch 0:  75%|███████▍  | 25239/33666 [15:41<05:14, 26.82it/s, loss=4.11, v_num=0]
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    Epoch 0:  75%|███████▍  | 25240/33666 [15:41<05:14, 26.82it/s, loss=4.14, v_num=0]
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    Epoch 0:  75%|███████▍  | 25241/33666 [15:41<05:14, 26.82it/s, loss=4.19, v_num=0]
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    Epoch 0:  75%|███████▍  | 25243/33666 [15:41<05:14, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  75%|███████▍  | 25243/33666 [15:41<05:14, 26.82it/s, loss=4.21, v_num=0]
    Epoch 0:  75%|███████▍  | 25244/33666 [15:41<05:14, 26.82it/s, loss=4.21, v_num=0]
    Epoch 0:  75%|███████▍  | 25244/33666 [15:41<05:14, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  75%|███████▍  | 25245/33666 [15:41<05:14, 26.82it/s, loss=4.17, v_num=0]
    Epoch 0:  75%|███████▍  | 25245/33666 [15:41<05:14, 26.82it/s, loss=4.2, v_num=0] 
    Epoch 0:  75%|███████▍  | 25246/33666 [15:41<05:13, 26.82it/s, loss=4.2, v_num=0]
    Epoch 0:  75%|███████▍  | 25246/33666 [15:41<05:13, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  75%|███████▍  | 25247/33666 [15:41<05:13, 26.82it/s, loss=4.16, v_num=0]
    Epoch 0:  75%|███████▍  | 25247/33666 [15:41<05:13, 26.82it/s, loss=4.13, v_num=0]
    Epoch 0:  75%|███████▍  | 25248/33666 [15:41<05:13, 26.82it/s, loss=4.13, v_num=0]
    Epoch 0:  75%|███████▍  | 25248/33666 [15:41<05:13, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  75%|███████▍  | 25249/33666 [15:41<05:13, 26.82it/s, loss=4.19, v_num=0]
    Epoch 0:  75%|███████▍  | 25249/33666 [15:41<05:13, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  75%|███████▌  | 25250/33666 [15:41<05:13, 26.82it/s, loss=4.28, v_num=0]
    Epoch 0:  75%|███████▌  | 25250/33666 [15:41<05:13, 26.82it/s, loss=4.2, v_num=0] 

    Validation: 0it [00:00, ?it/s]

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    Validation DataLoader 0:   0%|          | 2/8416 [00:00<01:43, 81.46it/s]
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    Validation DataLoader 0:   0%|          | 3/8416 [00:00<01:30, 93.41it/s]
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    Validation DataLoader 0:   0%|          | 4/8416 [00:00<01:27, 96.68it/s]
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    Validation DataLoader 0:   0%|          | 5/8416 [00:00<01:21, 102.76it/s]
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    Validation DataLoader 0:   0%|          | 6/8416 [00:00<01:19, 105.50it/s]
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    Validation DataLoader 0:   0%|          | 7/8416 [00:00<01:18, 107.73it/s]
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    Validation DataLoader 0:   0%|          | 9/8416 [00:00<01:19, 105.40it/s]
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    Validation DataLoader 0:   0%|          | 11/8416 [00:00<01:16, 110.18it/s]
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    Validation DataLoader 0:   0%|          | 14/8416 [00:00<01:12, 115.24it/s]
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    Validation DataLoader 0:   0%|          | 15/8416 [00:00<01:12, 116.53it/s]
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    Validation DataLoader 0:   0%|          | 23/8416 [00:00<01:09, 119.93it/s]
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    Epoch 0:  75%|███████▌  | 25275/33666 [15:42<05:12, 26.82it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   0%|          | 26/8416 [00:00<01:09, 120.68it/s]
    Epoch 0:  75%|███████▌  | 25276/33666 [15:42<05:12, 26.82it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   0%|          | 27/8416 [00:00<01:09, 120.89it/s]
    Epoch 0:  75%|███████▌  | 25277/33666 [15:42<05:12, 26.82it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   0%|          | 28/8416 [00:00<01:09, 120.96it/s]
    Epoch 0:  75%|███████▌  | 25278/33666 [15:42<05:12, 26.82it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   0%|          | 29/8416 [00:00<01:10, 119.18it/s]
    Epoch 0:  75%|███████▌  | 25279/33666 [15:42<05:12, 26.82it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   0%|          | 30/8416 [00:00<01:10, 119.32it/s]
    Epoch 0:  75%|███████▌  | 25280/33666 [15:42<05:12, 26.82it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   0%|          | 31/8416 [00:00<01:10, 119.49it/s]
    Epoch 0:  75%|███████▌  | 25281/33666 [15:42<05:12, 26.82it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   0%|          | 32/8416 [00:00<01:10, 119.64it/s]
    Epoch 0:  75%|███████▌  | 25282/33666 [15:42<05:12, 26.82it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   0%|          | 33/8416 [00:00<01:09, 119.78it/s]
    Epoch 0:  75%|███████▌  | 25283/33666 [15:42<05:12, 26.82it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   0%|          | 34/8416 [00:00<01:09, 119.91it/s]
    Epoch 0:  75%|███████▌  | 25284/33666 [15:42<05:12, 26.83it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   0%|          | 35/8416 [00:00<01:09, 120.01it/s]
    Epoch 0:  75%|███████▌  | 25285/33666 [15:42<05:12, 26.83it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   0%|          | 36/8416 [00:00<01:09, 120.13it/s]
    Epoch 0:  75%|███████▌  | 25286/33666 [15:42<05:12, 26.83it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   0%|          | 37/8416 [00:00<01:09, 120.18it/s]
    Epoch 0:  75%|███████▌  | 25287/33666 [15:42<05:12, 26.83it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   0%|          | 38/8416 [00:00<01:09, 120.26it/s]
    Epoch 0:  75%|███████▌  | 25288/33666 [15:42<05:12, 26.83it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   0%|          | 39/8416 [00:00<01:09, 120.35it/s]
    Epoch 0:  75%|███████▌  | 25289/33666 [15:42<05:12, 26.83it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   0%|          | 40/8416 [00:00<01:09, 120.41it/s]
    Epoch 0:  75%|███████▌  | 25290/33666 [15:42<05:12, 26.83it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   0%|          | 41/8416 [00:00<01:09, 120.50it/s]
    Epoch 0:  75%|███████▌  | 25291/33666 [15:42<05:12, 26.83it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   0%|          | 42/8416 [00:00<01:09, 120.57it/s]
    Epoch 0:  75%|███████▌  | 25292/33666 [15:42<05:12, 26.83it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 43/8416 [00:00<01:09, 120.64it/s]
    Epoch 0:  75%|███████▌  | 25293/33666 [15:42<05:12, 26.83it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 44/8416 [00:00<01:09, 120.71it/s]
    Epoch 0:  75%|███████▌  | 25294/33666 [15:42<05:11, 26.83it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 45/8416 [00:00<01:09, 120.75it/s]
    Epoch 0:  75%|███████▌  | 25295/33666 [15:42<05:11, 26.83it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 46/8416 [00:00<01:09, 120.78it/s]
    Epoch 0:  75%|███████▌  | 25296/33666 [15:42<05:11, 26.84it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 47/8416 [00:00<01:09, 120.88it/s]
    Epoch 0:  75%|███████▌  | 25297/33666 [15:42<05:11, 26.84it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 48/8416 [00:00<01:09, 120.94it/s]
    Epoch 0:  75%|███████▌  | 25298/33666 [15:42<05:11, 26.84it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 49/8416 [00:00<01:09, 120.98it/s]
    Epoch 0:  75%|███████▌  | 25299/33666 [15:42<05:11, 26.84it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 50/8416 [00:00<01:09, 121.03it/s]
    Epoch 0:  75%|███████▌  | 25300/33666 [15:42<05:11, 26.84it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 51/8416 [00:00<01:09, 121.10it/s]
    Epoch 0:  75%|███████▌  | 25301/33666 [15:42<05:11, 26.84it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 52/8416 [00:00<01:09, 121.12it/s]
    Epoch 0:  75%|███████▌  | 25302/33666 [15:42<05:11, 26.84it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 53/8416 [00:00<01:09, 121.16it/s]
    Epoch 0:  75%|███████▌  | 25303/33666 [15:42<05:11, 26.84it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 54/8416 [00:00<01:08, 121.27it/s]
    Epoch 0:  75%|███████▌  | 25304/33666 [15:42<05:11, 26.84it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 55/8416 [00:00<01:08, 121.39it/s]
    Epoch 0:  75%|███████▌  | 25305/33666 [15:42<05:11, 26.84it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 56/8416 [00:00<01:08, 121.51it/s]
    Epoch 0:  75%|███████▌  | 25306/33666 [15:42<05:11, 26.84it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 57/8416 [00:00<01:08, 121.62it/s]
    Epoch 0:  75%|███████▌  | 25307/33666 [15:42<05:11, 26.84it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 58/8416 [00:00<01:08, 121.65it/s]
    Epoch 0:  75%|███████▌  | 25308/33666 [15:42<05:11, 26.85it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 59/8416 [00:00<01:08, 121.23it/s]
    Epoch 0:  75%|███████▌  | 25309/33666 [15:42<05:11, 26.85it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 60/8416 [00:00<01:08, 121.27it/s]
    Epoch 0:  75%|███████▌  | 25310/33666 [15:42<05:11, 26.85it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 61/8416 [00:00<01:08, 121.30it/s]
    Epoch 0:  75%|███████▌  | 25311/33666 [15:42<05:11, 26.85it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 62/8416 [00:00<01:08, 121.34it/s]
    Epoch 0:  75%|███████▌  | 25312/33666 [15:42<05:11, 26.85it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 63/8416 [00:00<01:08, 121.40it/s]
    Epoch 0:  75%|███████▌  | 25313/33666 [15:42<05:11, 26.85it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 64/8416 [00:00<01:08, 121.51it/s]
    Epoch 0:  75%|███████▌  | 25314/33666 [15:42<05:11, 26.85it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 65/8416 [00:00<01:08, 121.61it/s]
    Epoch 0:  75%|███████▌  | 25315/33666 [15:42<05:11, 26.85it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 66/8416 [00:00<01:08, 121.69it/s]
    Epoch 0:  75%|███████▌  | 25316/33666 [15:42<05:10, 26.85it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 67/8416 [00:00<01:08, 121.79it/s]
    Epoch 0:  75%|███████▌  | 25317/33666 [15:42<05:10, 26.85it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 68/8416 [00:00<01:08, 121.89it/s]
    Epoch 0:  75%|███████▌  | 25318/33666 [15:42<05:10, 26.85it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 69/8416 [00:00<01:08, 121.98it/s]
    Epoch 0:  75%|███████▌  | 25319/33666 [15:42<05:10, 26.85it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 70/8416 [00:00<01:08, 122.07it/s]
    Epoch 0:  75%|███████▌  | 25320/33666 [15:42<05:10, 26.86it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 71/8416 [00:00<01:08, 122.10it/s]
    Epoch 0:  75%|███████▌  | 25321/33666 [15:42<05:10, 26.86it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 72/8416 [00:00<01:08, 121.99it/s]
    Epoch 0:  75%|███████▌  | 25322/33666 [15:42<05:10, 26.86it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 73/8416 [00:00<01:08, 122.09it/s]
    Epoch 0:  75%|███████▌  | 25323/33666 [15:42<05:10, 26.86it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 74/8416 [00:00<01:08, 122.16it/s]
    Epoch 0:  75%|███████▌  | 25324/33666 [15:42<05:10, 26.86it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 75/8416 [00:00<01:08, 122.24it/s]
    Epoch 0:  75%|███████▌  | 25325/33666 [15:42<05:10, 26.86it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 76/8416 [00:00<01:08, 122.33it/s]
    Epoch 0:  75%|███████▌  | 25326/33666 [15:42<05:10, 26.86it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 77/8416 [00:00<01:08, 122.40it/s]
    Epoch 0:  75%|███████▌  | 25327/33666 [15:42<05:10, 26.86it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 78/8416 [00:00<01:08, 122.47it/s]
    Epoch 0:  75%|███████▌  | 25328/33666 [15:42<05:10, 26.86it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 79/8416 [00:00<01:08, 122.57it/s]
    Epoch 0:  75%|███████▌  | 25329/33666 [15:42<05:10, 26.86it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 80/8416 [00:00<01:07, 122.64it/s]
    Epoch 0:  75%|███████▌  | 25330/33666 [15:42<05:10, 26.86it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 81/8416 [00:00<01:07, 122.73it/s]
    Epoch 0:  75%|███████▌  | 25331/33666 [15:42<05:10, 26.86it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 82/8416 [00:00<01:07, 122.78it/s]
    Epoch 0:  75%|███████▌  | 25332/33666 [15:42<05:10, 26.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 83/8416 [00:00<01:07, 122.87it/s]
    Epoch 0:  75%|███████▌  | 25333/33666 [15:42<05:10, 26.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 84/8416 [00:00<01:07, 122.93it/s]
    Epoch 0:  75%|███████▌  | 25334/33666 [15:42<05:10, 26.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 85/8416 [00:00<01:07, 122.98it/s]
    Epoch 0:  75%|███████▌  | 25335/33666 [15:42<05:10, 26.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 86/8416 [00:00<01:07, 123.05it/s]
    Epoch 0:  75%|███████▌  | 25336/33666 [15:42<05:10, 26.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 87/8416 [00:00<01:07, 123.12it/s]
    Epoch 0:  75%|███████▌  | 25337/33666 [15:42<05:09, 26.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 88/8416 [00:00<01:07, 123.19it/s]
    Epoch 0:  75%|███████▌  | 25338/33666 [15:42<05:09, 26.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 89/8416 [00:00<01:07, 123.26it/s]
    Epoch 0:  75%|███████▌  | 25339/33666 [15:42<05:09, 26.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 90/8416 [00:00<01:08, 122.09it/s]
    Epoch 0:  75%|███████▌  | 25340/33666 [15:42<05:09, 26.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 91/8416 [00:00<01:08, 122.10it/s]
    Epoch 0:  75%|███████▌  | 25341/33666 [15:43<05:09, 26.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 92/8416 [00:00<01:08, 122.16it/s]
    Epoch 0:  75%|███████▌  | 25342/33666 [15:43<05:09, 26.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 93/8416 [00:00<01:08, 122.16it/s]
    Epoch 0:  75%|███████▌  | 25343/33666 [15:43<05:09, 26.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 94/8416 [00:00<01:08, 122.07it/s]
    Epoch 0:  75%|███████▌  | 25344/33666 [15:43<05:09, 26.88it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 95/8416 [00:00<01:08, 122.07it/s]
    Epoch 0:  75%|███████▌  | 25345/33666 [15:43<05:09, 26.88it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 96/8416 [00:00<01:08, 122.12it/s]
    Epoch 0:  75%|███████▌  | 25346/33666 [15:43<05:09, 26.88it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 97/8416 [00:00<01:08, 122.15it/s]
    Epoch 0:  75%|███████▌  | 25347/33666 [15:43<05:09, 26.88it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 98/8416 [00:00<01:08, 122.18it/s]
    Epoch 0:  75%|███████▌  | 25348/33666 [15:43<05:09, 26.88it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 99/8416 [00:00<01:08, 122.18it/s]
    Epoch 0:  75%|███████▌  | 25349/33666 [15:43<05:09, 26.88it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 100/8416 [00:00<01:08, 122.20it/s]
    Epoch 0:  75%|███████▌  | 25350/33666 [15:43<05:09, 26.88it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 101/8416 [00:00<01:08, 122.18it/s]
    Epoch 0:  75%|███████▌  | 25351/33666 [15:43<05:09, 26.88it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 102/8416 [00:00<01:08, 122.07it/s]
    Epoch 0:  75%|███████▌  | 25352/33666 [15:43<05:09, 26.88it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 103/8416 [00:00<01:08, 122.07it/s]
    Epoch 0:  75%|███████▌  | 25353/33666 [15:43<05:09, 26.88it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 104/8416 [00:00<01:08, 122.11it/s]
    Epoch 0:  75%|███████▌  | 25354/33666 [15:43<05:09, 26.88it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|          | 105/8416 [00:00<01:08, 122.15it/s]
    Epoch 0:  75%|███████▌  | 25355/33666 [15:43<05:09, 26.88it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|▏         | 106/8416 [00:00<01:08, 122.19it/s]
    Epoch 0:  75%|███████▌  | 25356/33666 [15:43<05:09, 26.89it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|▏         | 107/8416 [00:00<01:07, 122.23it/s]
    Epoch 0:  75%|███████▌  | 25357/33666 [15:43<05:09, 26.89it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|▏         | 108/8416 [00:00<01:07, 122.28it/s]
    Epoch 0:  75%|███████▌  | 25358/33666 [15:43<05:08, 26.89it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|▏         | 109/8416 [00:00<01:07, 122.29it/s]
    Epoch 0:  75%|███████▌  | 25359/33666 [15:43<05:08, 26.89it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|▏         | 110/8416 [00:00<01:07, 122.22it/s]
    Epoch 0:  75%|███████▌  | 25360/33666 [15:43<05:08, 26.89it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|▏         | 111/8416 [00:00<01:07, 122.23it/s]
    Epoch 0:  75%|███████▌  | 25361/33666 [15:43<05:08, 26.89it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|▏         | 112/8416 [00:00<01:07, 122.26it/s]
    Epoch 0:  75%|███████▌  | 25362/33666 [15:43<05:08, 26.89it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|▏         | 113/8416 [00:00<01:07, 122.31it/s]
    Epoch 0:  75%|███████▌  | 25363/33666 [15:43<05:08, 26.89it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|▏         | 114/8416 [00:00<01:07, 122.33it/s]
    Epoch 0:  75%|███████▌  | 25364/33666 [15:43<05:08, 26.89it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|▏         | 115/8416 [00:00<01:07, 122.37it/s]
    Epoch 0:  75%|███████▌  | 25365/33666 [15:43<05:08, 26.89it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|▏         | 116/8416 [00:00<01:07, 122.41it/s]
    Epoch 0:  75%|███████▌  | 25366/33666 [15:43<05:08, 26.89it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|▏         | 117/8416 [00:00<01:07, 122.42it/s]
    Epoch 0:  75%|███████▌  | 25367/33666 [15:43<05:08, 26.89it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|▏         | 118/8416 [00:00<01:07, 122.36it/s]
    Epoch 0:  75%|███████▌  | 25368/33666 [15:43<05:08, 26.90it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|▏         | 119/8416 [00:00<01:07, 122.36it/s]
    Epoch 0:  75%|███████▌  | 25369/33666 [15:43<05:08, 26.90it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|▏         | 120/8416 [00:00<01:07, 122.40it/s]
    Epoch 0:  75%|███████▌  | 25370/33666 [15:43<05:08, 26.90it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|▏         | 121/8416 [00:00<01:07, 122.43it/s]
    Epoch 0:  75%|███████▌  | 25371/33666 [15:43<05:08, 26.90it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|▏         | 122/8416 [00:00<01:07, 122.46it/s]
    Epoch 0:  75%|███████▌  | 25372/33666 [15:43<05:08, 26.90it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|▏         | 123/8416 [00:01<01:07, 122.49it/s]
    Epoch 0:  75%|███████▌  | 25373/33666 [15:43<05:08, 26.90it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|▏         | 124/8416 [00:01<01:07, 122.53it/s]
    Epoch 0:  75%|███████▌  | 25374/33666 [15:43<05:08, 26.90it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|▏         | 125/8416 [00:01<01:07, 122.54it/s]
    Epoch 0:  75%|███████▌  | 25375/33666 [15:43<05:08, 26.90it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   1%|▏         | 126/8416 [00:01<01:07, 122.48it/s]
    Epoch 0:  75%|███████▌  | 25376/33666 [15:43<05:08, 26.90it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 127/8416 [00:01<01:07, 122.49it/s]
    Epoch 0:  75%|███████▌  | 25377/33666 [15:43<05:08, 26.90it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 128/8416 [00:01<01:07, 122.51it/s]
    Epoch 0:  75%|███████▌  | 25378/33666 [15:43<05:08, 26.90it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 129/8416 [00:01<01:07, 122.54it/s]
    Epoch 0:  75%|███████▌  | 25379/33666 [15:43<05:08, 26.90it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 130/8416 [00:01<01:07, 122.58it/s]
    Epoch 0:  75%|███████▌  | 25380/33666 [15:43<05:07, 26.91it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 131/8416 [00:01<01:07, 122.59it/s]
    Epoch 0:  75%|███████▌  | 25381/33666 [15:43<05:07, 26.91it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 132/8416 [00:01<01:07, 122.54it/s]
    Epoch 0:  75%|███████▌  | 25382/33666 [15:43<05:07, 26.91it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 133/8416 [00:01<01:07, 122.45it/s]
    Epoch 0:  75%|███████▌  | 25383/33666 [15:43<05:07, 26.91it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 134/8416 [00:01<01:07, 122.41it/s]
    Epoch 0:  75%|███████▌  | 25384/33666 [15:43<05:07, 26.91it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 135/8416 [00:01<01:07, 122.42it/s]
    Epoch 0:  75%|███████▌  | 25385/33666 [15:43<05:07, 26.91it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 136/8416 [00:01<01:07, 122.33it/s]
    Epoch 0:  75%|███████▌  | 25386/33666 [15:43<05:07, 26.91it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 137/8416 [00:01<01:07, 122.34it/s]
    Epoch 0:  75%|███████▌  | 25387/33666 [15:43<05:07, 26.91it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 138/8416 [00:01<01:07, 122.35it/s]
    Epoch 0:  75%|███████▌  | 25388/33666 [15:43<05:07, 26.91it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 139/8416 [00:01<01:07, 122.36it/s]
    Epoch 0:  75%|███████▌  | 25389/33666 [15:43<05:07, 26.91it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 140/8416 [00:01<01:07, 122.37it/s]
    Epoch 0:  75%|███████▌  | 25390/33666 [15:43<05:07, 26.91it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 141/8416 [00:01<01:07, 122.16it/s]
    Epoch 0:  75%|███████▌  | 25391/33666 [15:43<05:07, 26.91it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 142/8416 [00:01<01:07, 122.05it/s]
    Epoch 0:  75%|███████▌  | 25392/33666 [15:43<05:07, 26.91it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 143/8416 [00:01<01:07, 122.03it/s]
    Epoch 0:  75%|███████▌  | 25393/33666 [15:43<05:07, 26.92it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 144/8416 [00:01<01:07, 122.05it/s]
    Epoch 0:  75%|███████▌  | 25394/33666 [15:43<05:07, 26.92it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 145/8416 [00:01<01:07, 122.06it/s]
    Epoch 0:  75%|███████▌  | 25395/33666 [15:43<05:07, 26.92it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 146/8416 [00:01<01:07, 122.07it/s]
    Epoch 0:  75%|███████▌  | 25396/33666 [15:43<05:07, 26.92it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 147/8416 [00:01<01:07, 122.08it/s]
    Epoch 0:  75%|███████▌  | 25397/33666 [15:43<05:07, 26.92it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 148/8416 [00:01<01:07, 122.09it/s]
    Epoch 0:  75%|███████▌  | 25398/33666 [15:43<05:07, 26.92it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 149/8416 [00:01<01:07, 121.89it/s]
    Epoch 0:  75%|███████▌  | 25399/33666 [15:43<05:07, 26.92it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 150/8416 [00:01<01:07, 121.80it/s]
    Epoch 0:  75%|███████▌  | 25400/33666 [15:43<05:07, 26.92it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 151/8416 [00:01<01:07, 121.81it/s]
    Epoch 0:  75%|███████▌  | 25401/33666 [15:43<05:06, 26.92it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 152/8416 [00:01<01:07, 121.82it/s]
    Epoch 0:  75%|███████▌  | 25402/33666 [15:43<05:06, 26.92it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 153/8416 [00:01<01:07, 121.82it/s]
    Epoch 0:  75%|███████▌  | 25403/33666 [15:43<05:06, 26.92it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 154/8416 [00:01<01:07, 121.82it/s]
    Epoch 0:  75%|███████▌  | 25404/33666 [15:43<05:06, 26.92it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 155/8416 [00:01<01:07, 121.84it/s]
    Epoch 0:  75%|███████▌  | 25405/33666 [15:43<05:06, 26.93it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 156/8416 [00:01<01:07, 121.85it/s]
    Epoch 0:  75%|███████▌  | 25406/33666 [15:43<05:06, 26.93it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 157/8416 [00:01<01:07, 121.65it/s]
    Epoch 0:  75%|███████▌  | 25407/33666 [15:43<05:06, 26.93it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 158/8416 [00:01<01:07, 121.57it/s]
    Epoch 0:  75%|███████▌  | 25408/33666 [15:43<05:06, 26.93it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 159/8416 [00:01<01:07, 121.56it/s]
    Epoch 0:  75%|███████▌  | 25409/33666 [15:43<05:06, 26.93it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 160/8416 [00:01<01:07, 121.57it/s]
    Epoch 0:  75%|███████▌  | 25410/33666 [15:43<05:06, 26.93it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 161/8416 [00:01<01:07, 121.57it/s]
    Epoch 0:  75%|███████▌  | 25411/33666 [15:43<05:06, 26.93it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 162/8416 [00:01<01:07, 121.58it/s]
    Epoch 0:  75%|███████▌  | 25412/33666 [15:43<05:06, 26.93it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 163/8416 [00:01<01:07, 121.59it/s]
    Epoch 0:  75%|███████▌  | 25413/33666 [15:43<05:06, 26.93it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 164/8416 [00:01<01:07, 121.60it/s]
    Epoch 0:  75%|███████▌  | 25414/33666 [15:43<05:06, 26.93it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 165/8416 [00:01<01:07, 121.42it/s]
    Epoch 0:  75%|███████▌  | 25415/33666 [15:43<05:06, 26.93it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 166/8416 [00:01<01:07, 121.34it/s]
    Epoch 0:  75%|███████▌  | 25416/33666 [15:43<05:06, 26.93it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 167/8416 [00:01<01:07, 121.34it/s]
    Epoch 0:  75%|███████▌  | 25417/33666 [15:43<05:06, 26.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 168/8416 [00:01<01:07, 121.35it/s]
    Epoch 0:  76%|███████▌  | 25418/33666 [15:43<05:06, 26.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 169/8416 [00:01<01:07, 121.36it/s]
    Epoch 0:  76%|███████▌  | 25419/33666 [15:43<05:06, 26.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 170/8416 [00:01<01:07, 121.37it/s]
    Epoch 0:  76%|███████▌  | 25420/33666 [15:43<05:06, 26.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 171/8416 [00:01<01:07, 121.38it/s]
    Epoch 0:  76%|███████▌  | 25421/33666 [15:43<05:06, 26.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 172/8416 [00:01<01:07, 121.39it/s]
    Epoch 0:  76%|███████▌  | 25422/33666 [15:43<05:06, 26.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 173/8416 [00:01<01:08, 121.22it/s]
    Epoch 0:  76%|███████▌  | 25423/33666 [15:43<05:05, 26.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 174/8416 [00:01<01:08, 121.15it/s]
    Epoch 0:  76%|███████▌  | 25424/33666 [15:43<05:05, 26.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 175/8416 [00:01<01:08, 121.16it/s]
    Epoch 0:  76%|███████▌  | 25425/33666 [15:43<05:05, 26.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 176/8416 [00:01<01:07, 121.18it/s]
    Epoch 0:  76%|███████▌  | 25426/33666 [15:43<05:05, 26.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 177/8416 [00:01<01:07, 121.19it/s]
    Epoch 0:  76%|███████▌  | 25427/33666 [15:43<05:05, 26.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 178/8416 [00:01<01:07, 121.20it/s]
    Epoch 0:  76%|███████▌  | 25428/33666 [15:43<05:05, 26.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 179/8416 [00:01<01:07, 121.21it/s]
    Epoch 0:  76%|███████▌  | 25429/33666 [15:43<05:05, 26.95it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 180/8416 [00:01<01:07, 121.22it/s]
    Epoch 0:  76%|███████▌  | 25430/33666 [15:43<05:05, 26.95it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 181/8416 [00:01<01:08, 121.06it/s]
    Epoch 0:  76%|███████▌  | 25431/33666 [15:43<05:05, 26.95it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 182/8416 [00:01<01:08, 120.98it/s]
    Epoch 0:  76%|███████▌  | 25432/33666 [15:43<05:05, 26.95it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 183/8416 [00:01<01:08, 120.99it/s]
    Epoch 0:  76%|███████▌  | 25433/33666 [15:43<05:05, 26.95it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 184/8416 [00:01<01:08, 121.00it/s]
    Epoch 0:  76%|███████▌  | 25434/33666 [15:43<05:05, 26.95it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 185/8416 [00:01<01:08, 121.01it/s]
    Epoch 0:  76%|███████▌  | 25435/33666 [15:43<05:05, 26.95it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 186/8416 [00:01<01:08, 121.02it/s]
    Epoch 0:  76%|███████▌  | 25436/33666 [15:43<05:05, 26.95it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 187/8416 [00:01<01:07, 121.02it/s]
    Epoch 0:  76%|███████▌  | 25437/33666 [15:43<05:05, 26.95it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 188/8416 [00:01<01:07, 121.03it/s]
    Epoch 0:  76%|███████▌  | 25438/33666 [15:43<05:05, 26.95it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 189/8416 [00:01<01:08, 120.88it/s]
    Epoch 0:  76%|███████▌  | 25439/33666 [15:43<05:05, 26.95it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 190/8416 [00:01<01:08, 120.81it/s]
    Epoch 0:  76%|███████▌  | 25440/33666 [15:43<05:05, 26.95it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 191/8416 [00:01<01:08, 120.81it/s]
    Epoch 0:  76%|███████▌  | 25441/33666 [15:43<05:05, 26.95it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 192/8416 [00:01<01:08, 120.82it/s]
    Epoch 0:  76%|███████▌  | 25442/33666 [15:43<05:05, 26.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 193/8416 [00:01<01:08, 120.83it/s]
    Epoch 0:  76%|███████▌  | 25443/33666 [15:43<05:05, 26.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 194/8416 [00:01<01:08, 120.84it/s]
    Epoch 0:  76%|███████▌  | 25444/33666 [15:43<05:05, 26.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 195/8416 [00:01<01:08, 120.85it/s]
    Epoch 0:  76%|███████▌  | 25445/33666 [15:43<05:04, 26.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 196/8416 [00:01<01:08, 120.88it/s]
    Epoch 0:  76%|███████▌  | 25446/33666 [15:43<05:04, 26.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 197/8416 [00:01<01:08, 120.73it/s]
    Epoch 0:  76%|███████▌  | 25447/33666 [15:43<05:04, 26.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 198/8416 [00:01<01:08, 120.68it/s]
    Epoch 0:  76%|███████▌  | 25448/33666 [15:43<05:04, 26.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 199/8416 [00:01<01:08, 120.69it/s]
    Epoch 0:  76%|███████▌  | 25449/33666 [15:43<05:04, 26.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 200/8416 [00:01<01:08, 120.63it/s]
    Epoch 0:  76%|███████▌  | 25450/33666 [15:43<05:04, 26.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 201/8416 [00:01<01:08, 120.66it/s]
    Epoch 0:  76%|███████▌  | 25451/33666 [15:43<05:04, 26.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 202/8416 [00:01<01:08, 120.68it/s]
    Epoch 0:  76%|███████▌  | 25452/33666 [15:43<05:04, 26.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 203/8416 [00:01<01:08, 120.70it/s]
    Epoch 0:  76%|███████▌  | 25453/33666 [15:43<05:04, 26.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 204/8416 [00:01<01:08, 120.73it/s]
    Epoch 0:  76%|███████▌  | 25454/33666 [15:43<05:04, 26.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 205/8416 [00:01<01:08, 120.59it/s]
    Epoch 0:  76%|███████▌  | 25455/33666 [15:43<05:04, 26.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 206/8416 [00:01<01:08, 120.54it/s]
    Epoch 0:  76%|███████▌  | 25456/33666 [15:43<05:04, 26.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 207/8416 [00:01<01:08, 120.55it/s]
    Epoch 0:  76%|███████▌  | 25457/33666 [15:43<05:04, 26.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 208/8416 [00:01<01:08, 120.56it/s]
    Epoch 0:  76%|███████▌  | 25458/33666 [15:43<05:04, 26.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 209/8416 [00:01<01:08, 120.57it/s]
    Epoch 0:  76%|███████▌  | 25459/33666 [15:43<05:04, 26.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   2%|▏         | 210/8416 [00:01<01:08, 120.58it/s]
    Epoch 0:  76%|███████▌  | 25460/33666 [15:43<05:04, 26.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 211/8416 [00:01<01:08, 120.61it/s]
    Epoch 0:  76%|███████▌  | 25461/33666 [15:44<05:04, 26.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 212/8416 [00:01<01:08, 120.63it/s]
    Epoch 0:  76%|███████▌  | 25462/33666 [15:44<05:04, 26.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 213/8416 [00:01<01:08, 120.50it/s]
    Epoch 0:  76%|███████▌  | 25463/33666 [15:44<05:04, 26.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 214/8416 [00:01<01:08, 120.45it/s]
    Epoch 0:  76%|███████▌  | 25464/33666 [15:44<05:04, 26.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 215/8416 [00:01<01:08, 120.45it/s]
    Epoch 0:  76%|███████▌  | 25465/33666 [15:44<05:04, 26.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 216/8416 [00:01<01:08, 120.45it/s]
    Epoch 0:  76%|███████▌  | 25466/33666 [15:44<05:03, 26.98it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 217/8416 [00:01<01:08, 120.47it/s]
    Epoch 0:  76%|███████▌  | 25467/33666 [15:44<05:03, 26.98it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 218/8416 [00:01<01:08, 120.48it/s]
    Epoch 0:  76%|███████▌  | 25468/33666 [15:44<05:03, 26.98it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 219/8416 [00:01<01:08, 120.50it/s]
    Epoch 0:  76%|███████▌  | 25469/33666 [15:44<05:03, 26.98it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 220/8416 [00:01<01:08, 120.53it/s]
    Epoch 0:  76%|███████▌  | 25470/33666 [15:44<05:03, 26.98it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 221/8416 [00:01<01:08, 120.40it/s]
    Epoch 0:  76%|███████▌  | 25471/33666 [15:44<05:03, 26.98it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 222/8416 [00:01<01:08, 120.34it/s]
    Epoch 0:  76%|███████▌  | 25472/33666 [15:44<05:03, 26.98it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 223/8416 [00:01<01:08, 120.35it/s]
    Epoch 0:  76%|███████▌  | 25473/33666 [15:44<05:03, 26.98it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 224/8416 [00:01<01:08, 120.36it/s]
    Epoch 0:  76%|███████▌  | 25474/33666 [15:44<05:03, 26.98it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 225/8416 [00:01<01:08, 120.37it/s]
    Epoch 0:  76%|███████▌  | 25475/33666 [15:44<05:03, 26.98it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 226/8416 [00:01<01:08, 120.38it/s]
    Epoch 0:  76%|███████▌  | 25476/33666 [15:44<05:03, 26.98it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 227/8416 [00:01<01:08, 120.39it/s]
    Epoch 0:  76%|███████▌  | 25477/33666 [15:44<05:03, 26.98it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 228/8416 [00:01<01:08, 120.41it/s]
    Epoch 0:  76%|███████▌  | 25478/33666 [15:44<05:03, 26.99it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 229/8416 [00:01<01:08, 120.28it/s]
    Epoch 0:  76%|███████▌  | 25479/33666 [15:44<05:03, 26.99it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 230/8416 [00:01<01:08, 120.23it/s]
    Epoch 0:  76%|███████▌  | 25480/33666 [15:44<05:03, 26.99it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 231/8416 [00:01<01:08, 120.23it/s]
    Epoch 0:  76%|███████▌  | 25481/33666 [15:44<05:03, 26.99it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 232/8416 [00:01<01:08, 120.25it/s]
    Epoch 0:  76%|███████▌  | 25482/33666 [15:44<05:03, 26.99it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 233/8416 [00:01<01:08, 120.27it/s]
    Epoch 0:  76%|███████▌  | 25483/33666 [15:44<05:03, 26.99it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 234/8416 [00:01<01:08, 120.29it/s]
    Epoch 0:  76%|███████▌  | 25484/33666 [15:44<05:03, 26.99it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 235/8416 [00:01<01:07, 120.31it/s]
    Epoch 0:  76%|███████▌  | 25485/33666 [15:44<05:03, 26.99it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 236/8416 [00:01<01:07, 120.33it/s]
    Epoch 0:  76%|███████▌  | 25486/33666 [15:44<05:03, 26.99it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 237/8416 [00:01<01:08, 120.21it/s]
    Epoch 0:  76%|███████▌  | 25487/33666 [15:44<05:03, 26.99it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 238/8416 [00:01<01:08, 120.16it/s]
    Epoch 0:  76%|███████▌  | 25488/33666 [15:44<05:02, 26.99it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 239/8416 [00:01<01:08, 120.15it/s]
    Epoch 0:  76%|███████▌  | 25489/33666 [15:44<05:02, 26.99it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 240/8416 [00:01<01:08, 120.16it/s]
    Epoch 0:  76%|███████▌  | 25490/33666 [15:44<05:02, 26.99it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 241/8416 [00:02<01:08, 120.18it/s]
    Epoch 0:  76%|███████▌  | 25491/33666 [15:44<05:02, 27.00it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 242/8416 [00:02<01:08, 120.20it/s]
    Epoch 0:  76%|███████▌  | 25492/33666 [15:44<05:02, 27.00it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 243/8416 [00:02<01:07, 120.22it/s]
    Epoch 0:  76%|███████▌  | 25493/33666 [15:44<05:02, 27.00it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 244/8416 [00:02<01:07, 120.25it/s]
    Epoch 0:  76%|███████▌  | 25494/33666 [15:44<05:02, 27.00it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 245/8416 [00:02<01:08, 120.13it/s]
    Epoch 0:  76%|███████▌  | 25495/33666 [15:44<05:02, 27.00it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 246/8416 [00:02<01:08, 120.08it/s]
    Epoch 0:  76%|███████▌  | 25496/33666 [15:44<05:02, 27.00it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 247/8416 [00:02<01:08, 120.09it/s]
    Epoch 0:  76%|███████▌  | 25497/33666 [15:44<05:02, 27.00it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 248/8416 [00:02<01:08, 120.10it/s]
    Epoch 0:  76%|███████▌  | 25498/33666 [15:44<05:02, 27.00it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 249/8416 [00:02<01:07, 120.11it/s]
    Epoch 0:  76%|███████▌  | 25499/33666 [15:44<05:02, 27.00it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 250/8416 [00:02<01:07, 120.12it/s]
    Epoch 0:  76%|███████▌  | 25500/33666 [15:44<05:02, 27.00it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 251/8416 [00:02<01:07, 120.14it/s]
    Epoch 0:  76%|███████▌  | 25501/33666 [15:44<05:02, 27.00it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 252/8416 [00:02<01:07, 120.17it/s]
    Epoch 0:  76%|███████▌  | 25502/33666 [15:44<05:02, 27.00it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 253/8416 [00:02<01:07, 120.05it/s]
    Epoch 0:  76%|███████▌  | 25503/33666 [15:44<05:02, 27.01it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 254/8416 [00:02<01:08, 120.00it/s]
    Epoch 0:  76%|███████▌  | 25504/33666 [15:44<05:02, 27.01it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 255/8416 [00:02<01:08, 120.00it/s]
    Epoch 0:  76%|███████▌  | 25505/33666 [15:44<05:02, 27.01it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 256/8416 [00:02<01:07, 120.01it/s]
    Epoch 0:  76%|███████▌  | 25506/33666 [15:44<05:02, 27.01it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 257/8416 [00:02<01:07, 120.02it/s]
    Epoch 0:  76%|███████▌  | 25507/33666 [15:44<05:02, 27.01it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 258/8416 [00:02<01:07, 120.03it/s]
    Epoch 0:  76%|███████▌  | 25508/33666 [15:44<05:02, 27.01it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 259/8416 [00:02<01:07, 120.04it/s]
    Epoch 0:  76%|███████▌  | 25509/33666 [15:44<05:01, 27.01it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 260/8416 [00:02<01:07, 120.06it/s]
    Epoch 0:  76%|███████▌  | 25510/33666 [15:44<05:01, 27.01it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 261/8416 [00:02<01:07, 119.96it/s]
    Epoch 0:  76%|███████▌  | 25511/33666 [15:44<05:01, 27.01it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 262/8416 [00:02<01:07, 119.92it/s]
    Epoch 0:  76%|███████▌  | 25512/33666 [15:44<05:01, 27.01it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 263/8416 [00:02<01:07, 119.92it/s]
    Epoch 0:  76%|███████▌  | 25513/33666 [15:44<05:01, 27.01it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 264/8416 [00:02<01:08, 119.88it/s]
    Epoch 0:  76%|███████▌  | 25514/33666 [15:44<05:01, 27.01it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 265/8416 [00:02<01:07, 119.90it/s]
    Epoch 0:  76%|███████▌  | 25515/33666 [15:44<05:01, 27.02it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 266/8416 [00:02<01:08, 119.69it/s]
    Epoch 0:  76%|███████▌  | 25516/33666 [15:44<05:01, 27.02it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 267/8416 [00:02<01:08, 119.71it/s]
    Epoch 0:  76%|███████▌  | 25517/33666 [15:44<05:01, 27.02it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 268/8416 [00:02<01:08, 119.72it/s]
    Epoch 0:  76%|███████▌  | 25518/33666 [15:44<05:01, 27.02it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 269/8416 [00:02<01:08, 119.66it/s]
    Epoch 0:  76%|███████▌  | 25519/33666 [15:44<05:01, 27.02it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 270/8416 [00:02<01:08, 119.63it/s]
    Epoch 0:  76%|███████▌  | 25520/33666 [15:44<05:01, 27.02it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 271/8416 [00:02<01:08, 119.62it/s]
    Epoch 0:  76%|███████▌  | 25521/33666 [15:44<05:01, 27.02it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 272/8416 [00:02<01:08, 119.65it/s]
    Epoch 0:  76%|███████▌  | 25522/33666 [15:44<05:01, 27.02it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 273/8416 [00:02<01:08, 119.67it/s]
    Epoch 0:  76%|███████▌  | 25523/33666 [15:44<05:01, 27.02it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 274/8416 [00:02<01:08, 119.70it/s]
    Epoch 0:  76%|███████▌  | 25524/33666 [15:44<05:01, 27.02it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 275/8416 [00:02<01:08, 119.72it/s]
    Epoch 0:  76%|███████▌  | 25525/33666 [15:44<05:01, 27.02it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 276/8416 [00:02<01:07, 119.75it/s]
    Epoch 0:  76%|███████▌  | 25526/33666 [15:44<05:01, 27.02it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 277/8416 [00:02<01:07, 119.74it/s]
    Epoch 0:  76%|███████▌  | 25527/33666 [15:44<05:01, 27.02it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 278/8416 [00:02<01:07, 119.73it/s]
    Epoch 0:  76%|███████▌  | 25528/33666 [15:44<05:01, 27.03it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 279/8416 [00:02<01:07, 119.73it/s]
    Epoch 0:  76%|███████▌  | 25529/33666 [15:44<05:01, 27.03it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 280/8416 [00:02<01:07, 119.75it/s]
    Epoch 0:  76%|███████▌  | 25530/33666 [15:44<05:01, 27.03it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 281/8416 [00:02<01:07, 119.78it/s]
    Epoch 0:  76%|███████▌  | 25531/33666 [15:44<05:00, 27.03it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 282/8416 [00:02<01:07, 119.80it/s]
    Epoch 0:  76%|███████▌  | 25532/33666 [15:44<05:00, 27.03it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 283/8416 [00:02<01:07, 119.82it/s]
    Epoch 0:  76%|███████▌  | 25533/33666 [15:44<05:00, 27.03it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 284/8416 [00:02<01:07, 119.84it/s]
    Epoch 0:  76%|███████▌  | 25534/33666 [15:44<05:00, 27.03it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 285/8416 [00:02<01:07, 119.85it/s]
    Epoch 0:  76%|███████▌  | 25535/33666 [15:44<05:00, 27.03it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 286/8416 [00:02<01:07, 119.84it/s]
    Epoch 0:  76%|███████▌  | 25536/33666 [15:44<05:00, 27.03it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 287/8416 [00:02<01:07, 119.85it/s]
    Epoch 0:  76%|███████▌  | 25537/33666 [15:44<05:00, 27.03it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 288/8416 [00:02<01:07, 119.87it/s]
    Epoch 0:  76%|███████▌  | 25538/33666 [15:44<05:00, 27.03it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 289/8416 [00:02<01:07, 119.89it/s]
    Epoch 0:  76%|███████▌  | 25539/33666 [15:44<05:00, 27.03it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 290/8416 [00:02<01:07, 119.91it/s]
    Epoch 0:  76%|███████▌  | 25540/33666 [15:44<05:00, 27.04it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 291/8416 [00:02<01:07, 119.93it/s]
    Epoch 0:  76%|███████▌  | 25541/33666 [15:44<05:00, 27.04it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 292/8416 [00:02<01:07, 119.95it/s]
    Epoch 0:  76%|███████▌  | 25542/33666 [15:44<05:00, 27.04it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 293/8416 [00:02<01:07, 119.96it/s]
    Epoch 0:  76%|███████▌  | 25543/33666 [15:44<05:00, 27.04it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   3%|▎         | 294/8416 [00:02<01:07, 119.95it/s]
    Epoch 0:  76%|███████▌  | 25544/33666 [15:44<05:00, 27.04it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▎         | 295/8416 [00:02<01:07, 119.96it/s]
    Epoch 0:  76%|███████▌  | 25545/33666 [15:44<05:00, 27.04it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▎         | 296/8416 [00:02<01:07, 119.98it/s]
    Epoch 0:  76%|███████▌  | 25546/33666 [15:44<05:00, 27.04it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▎         | 297/8416 [00:02<01:07, 119.99it/s]
    Epoch 0:  76%|███████▌  | 25547/33666 [15:44<05:00, 27.04it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▎         | 298/8416 [00:02<01:07, 120.02it/s]
    Epoch 0:  76%|███████▌  | 25548/33666 [15:44<05:00, 27.04it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▎         | 299/8416 [00:02<01:07, 120.04it/s]
    Epoch 0:  76%|███████▌  | 25549/33666 [15:44<05:00, 27.04it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▎         | 300/8416 [00:02<01:07, 120.06it/s]
    Epoch 0:  76%|███████▌  | 25550/33666 [15:44<05:00, 27.04it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▎         | 301/8416 [00:02<01:07, 120.06it/s]
    Epoch 0:  76%|███████▌  | 25551/33666 [15:44<05:00, 27.04it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▎         | 302/8416 [00:02<01:07, 120.04it/s]
    Epoch 0:  76%|███████▌  | 25552/33666 [15:44<05:00, 27.05it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▎         | 303/8416 [00:02<01:07, 120.05it/s]
    Epoch 0:  76%|███████▌  | 25553/33666 [15:44<04:59, 27.05it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▎         | 304/8416 [00:02<01:07, 120.07it/s]
    Epoch 0:  76%|███████▌  | 25554/33666 [15:44<04:59, 27.05it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▎         | 305/8416 [00:02<01:07, 120.09it/s]
    Epoch 0:  76%|███████▌  | 25555/33666 [15:44<04:59, 27.05it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▎         | 306/8416 [00:02<01:07, 120.11it/s]
    Epoch 0:  76%|███████▌  | 25556/33666 [15:44<04:59, 27.05it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▎         | 307/8416 [00:02<01:07, 120.13it/s]
    Epoch 0:  76%|███████▌  | 25557/33666 [15:44<04:59, 27.05it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▎         | 308/8416 [00:02<01:07, 120.15it/s]
    Epoch 0:  76%|███████▌  | 25558/33666 [15:44<04:59, 27.05it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▎         | 309/8416 [00:02<01:07, 120.14it/s]
    Epoch 0:  76%|███████▌  | 25559/33666 [15:44<04:59, 27.05it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▎         | 310/8416 [00:02<01:07, 120.13it/s]
    Epoch 0:  76%|███████▌  | 25560/33666 [15:44<04:59, 27.05it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▎         | 311/8416 [00:02<01:07, 120.13it/s]
    Epoch 0:  76%|███████▌  | 25561/33666 [15:44<04:59, 27.05it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▎         | 312/8416 [00:02<01:07, 120.14it/s]
    Epoch 0:  76%|███████▌  | 25562/33666 [15:44<04:59, 27.05it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▎         | 313/8416 [00:02<01:07, 120.16it/s]
    Epoch 0:  76%|███████▌  | 25563/33666 [15:44<04:59, 27.05it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▎         | 314/8416 [00:02<01:07, 120.18it/s]
    Epoch 0:  76%|███████▌  | 25564/33666 [15:44<04:59, 27.06it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▎         | 315/8416 [00:02<01:07, 120.20it/s]
    Epoch 0:  76%|███████▌  | 25565/33666 [15:44<04:59, 27.06it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 316/8416 [00:02<01:07, 120.22it/s]
    Epoch 0:  76%|███████▌  | 25566/33666 [15:44<04:59, 27.06it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 317/8416 [00:02<01:07, 120.22it/s]
    Epoch 0:  76%|███████▌  | 25567/33666 [15:44<04:59, 27.06it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 318/8416 [00:02<01:07, 120.20it/s]
    Epoch 0:  76%|███████▌  | 25568/33666 [15:44<04:59, 27.06it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 319/8416 [00:02<01:07, 120.21it/s]
    Epoch 0:  76%|███████▌  | 25569/33666 [15:44<04:59, 27.06it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 320/8416 [00:02<01:07, 120.22it/s]
    Epoch 0:  76%|███████▌  | 25570/33666 [15:44<04:59, 27.06it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 321/8416 [00:02<01:07, 120.24it/s]
    Epoch 0:  76%|███████▌  | 25571/33666 [15:44<04:59, 27.06it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 322/8416 [00:02<01:07, 120.26it/s]
    Epoch 0:  76%|███████▌  | 25572/33666 [15:44<04:59, 27.06it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 323/8416 [00:02<01:07, 120.28it/s]
    Epoch 0:  76%|███████▌  | 25573/33666 [15:44<04:59, 27.06it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 324/8416 [00:02<01:07, 120.30it/s]
    Epoch 0:  76%|███████▌  | 25574/33666 [15:44<04:58, 27.06it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 325/8416 [00:02<01:07, 120.30it/s]
    Epoch 0:  76%|███████▌  | 25575/33666 [15:44<04:58, 27.06it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 326/8416 [00:02<01:07, 120.28it/s]
    Epoch 0:  76%|███████▌  | 25576/33666 [15:44<04:58, 27.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 327/8416 [00:02<01:07, 120.28it/s]
    Epoch 0:  76%|███████▌  | 25577/33666 [15:44<04:58, 27.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 328/8416 [00:02<01:07, 120.24it/s]
    Epoch 0:  76%|███████▌  | 25578/33666 [15:44<04:58, 27.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 329/8416 [00:02<01:07, 120.23it/s]
    Epoch 0:  76%|███████▌  | 25579/33666 [15:44<04:58, 27.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 330/8416 [00:02<01:07, 120.24it/s]
    Epoch 0:  76%|███████▌  | 25580/33666 [15:45<04:58, 27.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 331/8416 [00:02<01:07, 120.24it/s]
    Epoch 0:  76%|███████▌  | 25581/33666 [15:45<04:58, 27.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 332/8416 [00:02<01:07, 120.26it/s]
    Epoch 0:  76%|███████▌  | 25582/33666 [15:45<04:58, 27.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 333/8416 [00:02<01:07, 120.27it/s]
    Epoch 0:  76%|███████▌  | 25583/33666 [15:45<04:58, 27.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 334/8416 [00:02<01:07, 120.25it/s]
    Epoch 0:  76%|███████▌  | 25584/33666 [15:45<04:58, 27.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 335/8416 [00:02<01:07, 120.26it/s]
    Epoch 0:  76%|███████▌  | 25585/33666 [15:45<04:58, 27.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 336/8416 [00:02<01:07, 120.27it/s]
    Epoch 0:  76%|███████▌  | 25586/33666 [15:45<04:58, 27.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 337/8416 [00:02<01:07, 120.29it/s]
    Epoch 0:  76%|███████▌  | 25587/33666 [15:45<04:58, 27.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 338/8416 [00:02<01:07, 120.30it/s]
    Epoch 0:  76%|███████▌  | 25588/33666 [15:45<04:58, 27.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 339/8416 [00:02<01:07, 120.31it/s]
    Epoch 0:  76%|███████▌  | 25589/33666 [15:45<04:58, 27.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 340/8416 [00:02<01:07, 120.33it/s]
    Epoch 0:  76%|███████▌  | 25590/33666 [15:45<04:58, 27.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 341/8416 [00:02<01:07, 120.34it/s]
    Epoch 0:  76%|███████▌  | 25591/33666 [15:45<04:58, 27.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 342/8416 [00:02<01:07, 120.31it/s]
    Epoch 0:  76%|███████▌  | 25592/33666 [15:45<04:58, 27.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 343/8416 [00:02<01:07, 120.32it/s]
    Epoch 0:  76%|███████▌  | 25593/33666 [15:45<04:58, 27.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 344/8416 [00:02<01:07, 120.33it/s]
    Epoch 0:  76%|███████▌  | 25594/33666 [15:45<04:58, 27.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 345/8416 [00:02<01:07, 120.34it/s]
    Epoch 0:  76%|███████▌  | 25595/33666 [15:45<04:58, 27.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 346/8416 [00:02<01:07, 120.36it/s]
    Epoch 0:  76%|███████▌  | 25596/33666 [15:45<04:57, 27.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 347/8416 [00:02<01:07, 120.38it/s]
    Epoch 0:  76%|███████▌  | 25597/33666 [15:45<04:57, 27.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 348/8416 [00:02<01:07, 120.39it/s]
    Epoch 0:  76%|███████▌  | 25598/33666 [15:45<04:57, 27.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 349/8416 [00:02<01:07, 120.39it/s]
    Epoch 0:  76%|███████▌  | 25599/33666 [15:45<04:57, 27.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 350/8416 [00:02<01:07, 120.39it/s]
    Epoch 0:  76%|███████▌  | 25600/33666 [15:45<04:57, 27.09it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 351/8416 [00:02<01:06, 120.40it/s]
    Epoch 0:  76%|███████▌  | 25601/33666 [15:45<04:57, 27.09it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 352/8416 [00:02<01:06, 120.42it/s]
    Epoch 0:  76%|███████▌  | 25602/33666 [15:45<04:57, 27.09it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 353/8416 [00:02<01:06, 120.42it/s]
    Epoch 0:  76%|███████▌  | 25603/33666 [15:45<04:57, 27.09it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 354/8416 [00:02<01:06, 120.42it/s]
    Epoch 0:  76%|███████▌  | 25604/33666 [15:45<04:57, 27.09it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 355/8416 [00:02<01:06, 120.42it/s]
    Epoch 0:  76%|███████▌  | 25605/33666 [15:45<04:57, 27.09it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 356/8416 [00:02<01:06, 120.42it/s]
    Epoch 0:  76%|███████▌  | 25606/33666 [15:45<04:57, 27.09it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 357/8416 [00:02<01:06, 120.41it/s]
    Epoch 0:  76%|███████▌  | 25607/33666 [15:45<04:57, 27.09it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 358/8416 [00:02<01:06, 120.38it/s]
    Epoch 0:  76%|███████▌  | 25608/33666 [15:45<04:57, 27.09it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 359/8416 [00:02<01:06, 120.39it/s]
    Epoch 0:  76%|███████▌  | 25609/33666 [15:45<04:57, 27.09it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 360/8416 [00:02<01:06, 120.40it/s]
    Epoch 0:  76%|███████▌  | 25610/33666 [15:45<04:57, 27.09it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 361/8416 [00:02<01:06, 120.42it/s]
    Epoch 0:  76%|███████▌  | 25611/33666 [15:45<04:57, 27.09it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 362/8416 [00:03<01:06, 120.42it/s]
    Epoch 0:  76%|███████▌  | 25612/33666 [15:45<04:57, 27.10it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 363/8416 [00:03<01:06, 120.44it/s]
    Epoch 0:  76%|███████▌  | 25613/33666 [15:45<04:57, 27.10it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 364/8416 [00:03<01:06, 120.45it/s]
    Epoch 0:  76%|███████▌  | 25614/33666 [15:45<04:57, 27.10it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 365/8416 [00:03<01:06, 120.43it/s]
    Epoch 0:  76%|███████▌  | 25615/33666 [15:45<04:57, 27.10it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 366/8416 [00:03<01:06, 120.46it/s]
    Epoch 0:  76%|███████▌  | 25616/33666 [15:45<04:57, 27.10it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 367/8416 [00:03<01:06, 120.46it/s]
    Epoch 0:  76%|███████▌  | 25617/33666 [15:45<04:57, 27.10it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 368/8416 [00:03<01:06, 120.48it/s]
    Epoch 0:  76%|███████▌  | 25618/33666 [15:45<04:56, 27.10it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 369/8416 [00:03<01:06, 120.50it/s]
    Epoch 0:  76%|███████▌  | 25619/33666 [15:45<04:56, 27.10it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 370/8416 [00:03<01:06, 120.51it/s]
    Epoch 0:  76%|███████▌  | 25620/33666 [15:45<04:56, 27.10it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 371/8416 [00:03<01:06, 120.53it/s]
    Epoch 0:  76%|███████▌  | 25621/33666 [15:45<04:56, 27.10it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 372/8416 [00:03<01:06, 120.55it/s]
    Epoch 0:  76%|███████▌  | 25622/33666 [15:45<04:56, 27.10it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 373/8416 [00:03<01:06, 120.56it/s]
    Epoch 0:  76%|███████▌  | 25623/33666 [15:45<04:56, 27.10it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 374/8416 [00:03<01:06, 120.54it/s]
    Epoch 0:  76%|███████▌  | 25624/33666 [15:45<04:56, 27.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 375/8416 [00:03<01:06, 120.55it/s]
    Epoch 0:  76%|███████▌  | 25625/33666 [15:45<04:56, 27.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 376/8416 [00:03<01:06, 120.57it/s]
    Epoch 0:  76%|███████▌  | 25626/33666 [15:45<04:56, 27.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 377/8416 [00:03<01:06, 120.58it/s]
    Epoch 0:  76%|███████▌  | 25627/33666 [15:45<04:56, 27.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   4%|▍         | 378/8416 [00:03<01:06, 120.60it/s]
    Epoch 0:  76%|███████▌  | 25628/33666 [15:45<04:56, 27.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▍         | 379/8416 [00:03<01:06, 120.61it/s]
    Epoch 0:  76%|███████▌  | 25629/33666 [15:45<04:56, 27.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▍         | 380/8416 [00:03<01:06, 120.63it/s]
    Epoch 0:  76%|███████▌  | 25630/33666 [15:45<04:56, 27.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▍         | 381/8416 [00:03<01:06, 120.40it/s]
    Epoch 0:  76%|███████▌  | 25631/33666 [15:45<04:56, 27.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▍         | 382/8416 [00:03<01:06, 120.39it/s]
    Epoch 0:  76%|███████▌  | 25632/33666 [15:45<04:56, 27.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▍         | 383/8416 [00:03<01:06, 120.41it/s]
    Epoch 0:  76%|███████▌  | 25633/33666 [15:45<04:56, 27.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▍         | 384/8416 [00:03<01:06, 120.42it/s]
    Epoch 0:  76%|███████▌  | 25634/33666 [15:45<04:56, 27.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▍         | 385/8416 [00:03<01:06, 120.43it/s]
    Epoch 0:  76%|███████▌  | 25635/33666 [15:45<04:56, 27.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▍         | 386/8416 [00:03<01:06, 120.44it/s]
    Epoch 0:  76%|███████▌  | 25636/33666 [15:45<04:56, 27.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▍         | 387/8416 [00:03<01:06, 120.45it/s]
    Epoch 0:  76%|███████▌  | 25637/33666 [15:45<04:56, 27.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▍         | 388/8416 [00:03<01:06, 120.47it/s]
    Epoch 0:  76%|███████▌  | 25638/33666 [15:45<04:56, 27.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▍         | 389/8416 [00:03<01:06, 120.47it/s]
    Epoch 0:  76%|███████▌  | 25639/33666 [15:45<04:56, 27.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▍         | 390/8416 [00:03<01:06, 120.45it/s]
    Epoch 0:  76%|███████▌  | 25640/33666 [15:45<04:55, 27.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▍         | 391/8416 [00:03<01:06, 120.46it/s]
    Epoch 0:  76%|███████▌  | 25641/33666 [15:45<04:55, 27.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▍         | 392/8416 [00:03<01:06, 120.43it/s]
    Epoch 0:  76%|███████▌  | 25642/33666 [15:45<04:55, 27.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▍         | 393/8416 [00:03<01:06, 120.45it/s]
    Epoch 0:  76%|███████▌  | 25643/33666 [15:45<04:55, 27.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▍         | 394/8416 [00:03<01:06, 120.40it/s]
    Epoch 0:  76%|███████▌  | 25644/33666 [15:45<04:55, 27.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▍         | 395/8416 [00:03<01:06, 120.41it/s]
    Epoch 0:  76%|███████▌  | 25645/33666 [15:45<04:55, 27.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▍         | 396/8416 [00:03<01:06, 120.42it/s]
    Epoch 0:  76%|███████▌  | 25646/33666 [15:45<04:55, 27.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▍         | 397/8416 [00:03<01:06, 120.42it/s]
    Epoch 0:  76%|███████▌  | 25647/33666 [15:45<04:55, 27.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▍         | 398/8416 [00:03<01:06, 120.39it/s]
    Epoch 0:  76%|███████▌  | 25648/33666 [15:45<04:55, 27.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▍         | 399/8416 [00:03<01:06, 120.40it/s]
    Epoch 0:  76%|███████▌  | 25649/33666 [15:45<04:55, 27.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▍         | 400/8416 [00:03<01:06, 120.41it/s]
    Epoch 0:  76%|███████▌  | 25650/33666 [15:45<04:55, 27.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▍         | 401/8416 [00:03<01:06, 120.43it/s]
    Epoch 0:  76%|███████▌  | 25651/33666 [15:45<04:55, 27.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▍         | 402/8416 [00:03<01:06, 120.44it/s]
    Epoch 0:  76%|███████▌  | 25652/33666 [15:45<04:55, 27.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▍         | 403/8416 [00:03<01:06, 120.46it/s]
    Epoch 0:  76%|███████▌  | 25653/33666 [15:45<04:55, 27.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▍         | 404/8416 [00:03<01:06, 120.48it/s]
    Epoch 0:  76%|███████▌  | 25654/33666 [15:45<04:55, 27.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▍         | 405/8416 [00:03<01:06, 120.34it/s]
    Epoch 0:  76%|███████▌  | 25655/33666 [15:45<04:55, 27.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▍         | 406/8416 [00:03<01:06, 120.32it/s]
    Epoch 0:  76%|███████▌  | 25656/33666 [15:45<04:55, 27.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▍         | 407/8416 [00:03<01:06, 120.34it/s]
    Epoch 0:  76%|███████▌  | 25657/33666 [15:45<04:55, 27.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▍         | 408/8416 [00:03<01:06, 120.36it/s]
    Epoch 0:  76%|███████▌  | 25658/33666 [15:45<04:55, 27.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▍         | 409/8416 [00:03<01:06, 120.38it/s]
    Epoch 0:  76%|███████▌  | 25659/33666 [15:45<04:55, 27.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▍         | 410/8416 [00:03<01:06, 120.38it/s]
    Epoch 0:  76%|███████▌  | 25660/33666 [15:45<04:55, 27.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▍         | 411/8416 [00:03<01:06, 120.38it/s]
    Epoch 0:  76%|███████▌  | 25661/33666 [15:45<04:55, 27.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▍         | 412/8416 [00:03<01:06, 120.38it/s]
    Epoch 0:  76%|███████▌  | 25662/33666 [15:45<04:54, 27.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▍         | 413/8416 [00:03<01:06, 120.40it/s]
    Epoch 0:  76%|███████▌  | 25663/33666 [15:45<04:54, 27.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▍         | 414/8416 [00:03<01:06, 120.41it/s]
    Epoch 0:  76%|███████▌  | 25664/33666 [15:45<04:54, 27.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▍         | 415/8416 [00:03<01:06, 120.43it/s]
    Epoch 0:  76%|███████▌  | 25665/33666 [15:45<04:54, 27.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▍         | 416/8416 [00:03<01:06, 120.45it/s]
    Epoch 0:  76%|███████▌  | 25666/33666 [15:45<04:54, 27.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▍         | 417/8416 [00:03<01:06, 120.47it/s]
    Epoch 0:  76%|███████▌  | 25667/33666 [15:45<04:54, 27.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▍         | 418/8416 [00:03<01:06, 120.48it/s]
    Epoch 0:  76%|███████▌  | 25668/33666 [15:45<04:54, 27.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▍         | 419/8416 [00:03<01:06, 120.47it/s]
    Epoch 0:  76%|███████▌  | 25669/33666 [15:45<04:54, 27.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▍         | 420/8416 [00:03<01:06, 120.48it/s]
    Epoch 0:  76%|███████▌  | 25670/33666 [15:45<04:54, 27.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▌         | 421/8416 [00:03<01:06, 120.49it/s]
    Epoch 0:  76%|███████▋  | 25671/33666 [15:45<04:54, 27.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▌         | 422/8416 [00:03<01:06, 120.51it/s]
    Epoch 0:  76%|███████▋  | 25672/33666 [15:45<04:54, 27.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▌         | 423/8416 [00:03<01:06, 120.52it/s]
    Epoch 0:  76%|███████▋  | 25673/33666 [15:45<04:54, 27.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▌         | 424/8416 [00:03<01:06, 120.54it/s]
    Epoch 0:  76%|███████▋  | 25674/33666 [15:45<04:54, 27.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▌         | 425/8416 [00:03<01:06, 120.48it/s]
    Epoch 0:  76%|███████▋  | 25675/33666 [15:45<04:54, 27.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▌         | 426/8416 [00:03<01:06, 120.46it/s]
    Epoch 0:  76%|███████▋  | 25676/33666 [15:45<04:54, 27.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▌         | 427/8416 [00:03<01:06, 120.47it/s]
    Epoch 0:  76%|███████▋  | 25677/33666 [15:45<04:54, 27.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▌         | 428/8416 [00:03<01:06, 120.49it/s]
    Epoch 0:  76%|███████▋  | 25678/33666 [15:45<04:54, 27.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▌         | 429/8416 [00:03<01:06, 120.50it/s]
    Epoch 0:  76%|███████▋  | 25679/33666 [15:45<04:54, 27.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▌         | 430/8416 [00:03<01:06, 120.51it/s]
    Epoch 0:  76%|███████▋  | 25680/33666 [15:45<04:54, 27.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▌         | 431/8416 [00:03<01:06, 120.53it/s]
    Epoch 0:  76%|███████▋  | 25681/33666 [15:45<04:54, 27.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▌         | 432/8416 [00:03<01:06, 120.54it/s]
    Epoch 0:  76%|███████▋  | 25682/33666 [15:45<04:54, 27.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▌         | 433/8416 [00:03<01:06, 120.53it/s]
    Epoch 0:  76%|███████▋  | 25683/33666 [15:45<04:53, 27.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▌         | 434/8416 [00:03<01:06, 120.53it/s]
    Epoch 0:  76%|███████▋  | 25684/33666 [15:45<04:53, 27.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▌         | 435/8416 [00:03<01:06, 120.54it/s]
    Epoch 0:  76%|███████▋  | 25685/33666 [15:45<04:53, 27.16it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▌         | 436/8416 [00:03<01:06, 120.56it/s]
    Epoch 0:  76%|███████▋  | 25686/33666 [15:45<04:53, 27.16it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▌         | 437/8416 [00:03<01:06, 120.57it/s]
    Epoch 0:  76%|███████▋  | 25687/33666 [15:45<04:53, 27.16it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▌         | 438/8416 [00:03<01:06, 120.58it/s]
    Epoch 0:  76%|███████▋  | 25688/33666 [15:45<04:53, 27.16it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▌         | 439/8416 [00:03<01:06, 120.60it/s]
    Epoch 0:  76%|███████▋  | 25689/33666 [15:45<04:53, 27.16it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▌         | 440/8416 [00:03<01:06, 120.61it/s]
    Epoch 0:  76%|███████▋  | 25690/33666 [15:45<04:53, 27.16it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▌         | 441/8416 [00:03<01:06, 120.60it/s]
    Epoch 0:  76%|███████▋  | 25691/33666 [15:45<04:53, 27.16it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▌         | 442/8416 [00:03<01:06, 120.60it/s]
    Epoch 0:  76%|███████▋  | 25692/33666 [15:45<04:53, 27.16it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▌         | 443/8416 [00:03<01:06, 120.61it/s]
    Epoch 0:  76%|███████▋  | 25693/33666 [15:45<04:53, 27.16it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▌         | 444/8416 [00:03<01:06, 120.63it/s]
    Epoch 0:  76%|███████▋  | 25694/33666 [15:45<04:53, 27.16it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▌         | 445/8416 [00:03<01:06, 120.64it/s]
    Epoch 0:  76%|███████▋  | 25695/33666 [15:45<04:53, 27.16it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▌         | 446/8416 [00:03<01:06, 120.65it/s]
    Epoch 0:  76%|███████▋  | 25696/33666 [15:45<04:53, 27.16it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▌         | 447/8416 [00:03<01:06, 120.67it/s]
    Epoch 0:  76%|███████▋  | 25697/33666 [15:45<04:53, 27.16it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▌         | 448/8416 [00:03<01:06, 120.68it/s]
    Epoch 0:  76%|███████▋  | 25698/33666 [15:45<04:53, 27.17it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▌         | 449/8416 [00:03<01:06, 120.66it/s]
    Epoch 0:  76%|███████▋  | 25699/33666 [15:45<04:53, 27.17it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▌         | 450/8416 [00:03<01:06, 120.65it/s]
    Epoch 0:  76%|███████▋  | 25700/33666 [15:45<04:53, 27.17it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▌         | 451/8416 [00:03<01:06, 120.66it/s]
    Epoch 0:  76%|███████▋  | 25701/33666 [15:45<04:53, 27.17it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▌         | 452/8416 [00:03<01:06, 120.66it/s]
    Epoch 0:  76%|███████▋  | 25702/33666 [15:46<04:53, 27.17it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▌         | 453/8416 [00:03<01:05, 120.67it/s]
    Epoch 0:  76%|███████▋  | 25703/33666 [15:46<04:53, 27.17it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▌         | 454/8416 [00:03<01:05, 120.67it/s]
    Epoch 0:  76%|███████▋  | 25704/33666 [15:46<04:53, 27.17it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▌         | 455/8416 [00:03<01:05, 120.68it/s]
    Epoch 0:  76%|███████▋  | 25705/33666 [15:46<04:52, 27.17it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▌         | 456/8416 [00:03<01:05, 120.65it/s]
    Epoch 0:  76%|███████▋  | 25706/33666 [15:46<04:52, 27.17it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▌         | 457/8416 [00:03<01:05, 120.64it/s]
    Epoch 0:  76%|███████▋  | 25707/33666 [15:46<04:52, 27.17it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▌         | 458/8416 [00:03<01:05, 120.65it/s]
    Epoch 0:  76%|███████▋  | 25708/33666 [15:46<04:52, 27.17it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▌         | 459/8416 [00:03<01:05, 120.66it/s]
    Epoch 0:  76%|███████▋  | 25709/33666 [15:46<04:52, 27.17it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▌         | 460/8416 [00:03<01:06, 120.52it/s]
    Epoch 0:  76%|███████▋  | 25710/33666 [15:46<04:52, 27.18it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▌         | 461/8416 [00:03<01:05, 120.53it/s]
    Epoch 0:  76%|███████▋  | 25711/33666 [15:46<04:52, 27.18it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   5%|▌         | 462/8416 [00:03<01:05, 120.54it/s]
    Epoch 0:  76%|███████▋  | 25712/33666 [15:46<04:52, 27.18it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 463/8416 [00:03<01:05, 120.56it/s]
    Epoch 0:  76%|███████▋  | 25713/33666 [15:46<04:52, 27.18it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 464/8416 [00:03<01:05, 120.50it/s]
    Epoch 0:  76%|███████▋  | 25714/33666 [15:46<04:52, 27.18it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 465/8416 [00:03<01:05, 120.49it/s]
    Epoch 0:  76%|███████▋  | 25715/33666 [15:46<04:52, 27.18it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 466/8416 [00:03<01:05, 120.50it/s]
    Epoch 0:  76%|███████▋  | 25716/33666 [15:46<04:52, 27.18it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 467/8416 [00:03<01:05, 120.50it/s]
    Epoch 0:  76%|███████▋  | 25717/33666 [15:46<04:52, 27.18it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 468/8416 [00:03<01:05, 120.51it/s]
    Epoch 0:  76%|███████▋  | 25718/33666 [15:46<04:52, 27.18it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 469/8416 [00:03<01:05, 120.51it/s]
    Epoch 0:  76%|███████▋  | 25719/33666 [15:46<04:52, 27.18it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 470/8416 [00:03<01:05, 120.51it/s]
    Epoch 0:  76%|███████▋  | 25720/33666 [15:46<04:52, 27.18it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 471/8416 [00:03<01:05, 120.52it/s]
    Epoch 0:  76%|███████▋  | 25721/33666 [15:46<04:52, 27.18it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 472/8416 [00:03<01:05, 120.46it/s]
    Epoch 0:  76%|███████▋  | 25722/33666 [15:46<04:52, 27.19it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 473/8416 [00:03<01:05, 120.44it/s]
    Epoch 0:  76%|███████▋  | 25723/33666 [15:46<04:52, 27.19it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 474/8416 [00:03<01:05, 120.44it/s]
    Epoch 0:  76%|███████▋  | 25724/33666 [15:46<04:52, 27.19it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 475/8416 [00:03<01:05, 120.45it/s]
    Epoch 0:  76%|███████▋  | 25725/33666 [15:46<04:52, 27.19it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 476/8416 [00:03<01:05, 120.45it/s]
    Epoch 0:  76%|███████▋  | 25726/33666 [15:46<04:52, 27.19it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 477/8416 [00:03<01:05, 120.46it/s]
    Epoch 0:  76%|███████▋  | 25727/33666 [15:46<04:51, 27.19it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 478/8416 [00:03<01:05, 120.46it/s]
    Epoch 0:  76%|███████▋  | 25728/33666 [15:46<04:51, 27.19it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 479/8416 [00:03<01:05, 120.46it/s]
    Epoch 0:  76%|███████▋  | 25729/33666 [15:46<04:51, 27.19it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 480/8416 [00:03<01:05, 120.40it/s]
    Epoch 0:  76%|███████▋  | 25730/33666 [15:46<04:51, 27.19it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 481/8416 [00:03<01:05, 120.38it/s]
    Epoch 0:  76%|███████▋  | 25731/33666 [15:46<04:51, 27.19it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 482/8416 [00:04<01:05, 120.38it/s]
    Epoch 0:  76%|███████▋  | 25732/33666 [15:46<04:51, 27.19it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 483/8416 [00:04<01:05, 120.39it/s]
    Epoch 0:  76%|███████▋  | 25733/33666 [15:46<04:51, 27.19it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 484/8416 [00:04<01:05, 120.39it/s]
    Epoch 0:  76%|███████▋  | 25734/33666 [15:46<04:51, 27.19it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 485/8416 [00:04<01:05, 120.40it/s]
    Epoch 0:  76%|███████▋  | 25735/33666 [15:46<04:51, 27.20it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 486/8416 [00:04<01:05, 120.40it/s]
    Epoch 0:  76%|███████▋  | 25736/33666 [15:46<04:51, 27.20it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 487/8416 [00:04<01:05, 120.41it/s]
    Epoch 0:  76%|███████▋  | 25737/33666 [15:46<04:51, 27.20it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 488/8416 [00:04<01:05, 120.35it/s]
    Epoch 0:  76%|███████▋  | 25738/33666 [15:46<04:51, 27.20it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 489/8416 [00:04<01:05, 120.33it/s]
    Epoch 0:  76%|███████▋  | 25739/33666 [15:46<04:51, 27.20it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 490/8416 [00:04<01:05, 120.33it/s]
    Epoch 0:  76%|███████▋  | 25740/33666 [15:46<04:51, 27.20it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 491/8416 [00:04<01:05, 120.34it/s]
    Epoch 0:  76%|███████▋  | 25741/33666 [15:46<04:51, 27.20it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 492/8416 [00:04<01:05, 120.34it/s]
    Epoch 0:  76%|███████▋  | 25742/33666 [15:46<04:51, 27.20it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 493/8416 [00:04<01:05, 120.34it/s]
    Epoch 0:  76%|███████▋  | 25743/33666 [15:46<04:51, 27.20it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 494/8416 [00:04<01:05, 120.34it/s]
    Epoch 0:  76%|███████▋  | 25744/33666 [15:46<04:51, 27.20it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 495/8416 [00:04<01:05, 120.35it/s]
    Epoch 0:  76%|███████▋  | 25745/33666 [15:46<04:51, 27.20it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 496/8416 [00:04<01:05, 120.29it/s]
    Epoch 0:  76%|███████▋  | 25746/33666 [15:46<04:51, 27.20it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 497/8416 [00:04<01:05, 120.12it/s]
    Epoch 0:  76%|███████▋  | 25747/33666 [15:46<04:51, 27.21it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 498/8416 [00:04<01:05, 120.14it/s]
    Epoch 0:  76%|███████▋  | 25748/33666 [15:46<04:51, 27.21it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 499/8416 [00:04<01:05, 120.15it/s]
    Epoch 0:  76%|███████▋  | 25749/33666 [15:46<04:50, 27.21it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 500/8416 [00:04<01:05, 120.16it/s]
    Epoch 0:  76%|███████▋  | 25750/33666 [15:46<04:50, 27.21it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 501/8416 [00:04<01:05, 120.18it/s]
    Epoch 0:  76%|███████▋  | 25751/33666 [15:46<04:50, 27.21it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 502/8416 [00:04<01:05, 120.19it/s]
    Epoch 0:  76%|███████▋  | 25752/33666 [15:46<04:50, 27.21it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 503/8416 [00:04<01:05, 120.20it/s]
    Epoch 0:  76%|███████▋  | 25753/33666 [15:46<04:50, 27.21it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 504/8416 [00:04<01:05, 120.21it/s]
    Epoch 0:  76%|███████▋  | 25754/33666 [15:46<04:50, 27.21it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 505/8416 [00:04<01:05, 120.20it/s]
    Epoch 0:  77%|███████▋  | 25755/33666 [15:46<04:50, 27.21it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 506/8416 [00:04<01:05, 120.20it/s]
    Epoch 0:  77%|███████▋  | 25756/33666 [15:46<04:50, 27.21it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 507/8416 [00:04<01:05, 120.21it/s]
    Epoch 0:  77%|███████▋  | 25757/33666 [15:46<04:50, 27.21it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 508/8416 [00:04<01:05, 120.23it/s]
    Epoch 0:  77%|███████▋  | 25758/33666 [15:46<04:50, 27.21it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 509/8416 [00:04<01:05, 120.24it/s]
    Epoch 0:  77%|███████▋  | 25759/33666 [15:46<04:50, 27.22it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 510/8416 [00:04<01:05, 120.24it/s]
    Epoch 0:  77%|███████▋  | 25760/33666 [15:46<04:50, 27.22it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 511/8416 [00:04<01:05, 120.21it/s]
    Epoch 0:  77%|███████▋  | 25761/33666 [15:46<04:50, 27.22it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 512/8416 [00:04<01:05, 120.20it/s]
    Epoch 0:  77%|███████▋  | 25762/33666 [15:46<04:50, 27.22it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 513/8416 [00:04<01:05, 120.18it/s]
    Epoch 0:  77%|███████▋  | 25763/33666 [15:46<04:50, 27.22it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 514/8416 [00:04<01:05, 120.18it/s]
    Epoch 0:  77%|███████▋  | 25764/33666 [15:46<04:50, 27.22it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 515/8416 [00:04<01:05, 120.18it/s]
    Epoch 0:  77%|███████▋  | 25765/33666 [15:46<04:50, 27.22it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 516/8416 [00:04<01:05, 120.19it/s]
    Epoch 0:  77%|███████▋  | 25766/33666 [15:46<04:50, 27.22it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 517/8416 [00:04<01:05, 120.19it/s]
    Epoch 0:  77%|███████▋  | 25767/33666 [15:46<04:50, 27.22it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 518/8416 [00:04<01:05, 120.20it/s]
    Epoch 0:  77%|███████▋  | 25768/33666 [15:46<04:50, 27.22it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 519/8416 [00:04<01:05, 120.22it/s]
    Epoch 0:  77%|███████▋  | 25769/33666 [15:46<04:50, 27.22it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 520/8416 [00:04<01:05, 120.20it/s]
    Epoch 0:  77%|███████▋  | 25770/33666 [15:46<04:50, 27.22it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 521/8416 [00:04<01:05, 120.19it/s]
    Epoch 0:  77%|███████▋  | 25771/33666 [15:46<04:49, 27.23it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 522/8416 [00:04<01:05, 120.20it/s]
    Epoch 0:  77%|███████▋  | 25772/33666 [15:46<04:49, 27.23it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 523/8416 [00:04<01:05, 120.20it/s]
    Epoch 0:  77%|███████▋  | 25773/33666 [15:46<04:49, 27.23it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 524/8416 [00:04<01:05, 120.17it/s]
    Epoch 0:  77%|███████▋  | 25774/33666 [15:46<04:49, 27.23it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▌         | 525/8416 [00:04<01:05, 120.18it/s]
    Epoch 0:  77%|███████▋  | 25775/33666 [15:46<04:49, 27.23it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▋         | 526/8416 [00:04<01:05, 120.18it/s]
    Epoch 0:  77%|███████▋  | 25776/33666 [15:46<04:49, 27.23it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▋         | 527/8416 [00:04<01:05, 120.19it/s]
    Epoch 0:  77%|███████▋  | 25777/33666 [15:46<04:49, 27.23it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▋         | 528/8416 [00:04<01:05, 120.19it/s]
    Epoch 0:  77%|███████▋  | 25778/33666 [15:46<04:49, 27.23it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▋         | 529/8416 [00:04<01:05, 120.17it/s]
    Epoch 0:  77%|███████▋  | 25779/33666 [15:46<04:49, 27.23it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▋         | 530/8416 [00:04<01:05, 120.17it/s]
    Epoch 0:  77%|███████▋  | 25780/33666 [15:46<04:49, 27.23it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▋         | 531/8416 [00:04<01:05, 120.18it/s]
    Epoch 0:  77%|███████▋  | 25781/33666 [15:46<04:49, 27.23it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▋         | 532/8416 [00:04<01:05, 120.20it/s]
    Epoch 0:  77%|███████▋  | 25782/33666 [15:46<04:49, 27.23it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▋         | 533/8416 [00:04<01:05, 120.02it/s]
    Epoch 0:  77%|███████▋  | 25783/33666 [15:46<04:49, 27.23it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▋         | 534/8416 [00:04<01:05, 120.03it/s]
    Epoch 0:  77%|███████▋  | 25784/33666 [15:46<04:49, 27.24it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▋         | 535/8416 [00:04<01:05, 120.04it/s]
    Epoch 0:  77%|███████▋  | 25785/33666 [15:46<04:49, 27.24it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▋         | 536/8416 [00:04<01:05, 120.06it/s]
    Epoch 0:  77%|███████▋  | 25786/33666 [15:46<04:49, 27.24it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▋         | 537/8416 [00:04<01:05, 120.07it/s]
    Epoch 0:  77%|███████▋  | 25787/33666 [15:46<04:49, 27.24it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▋         | 538/8416 [00:04<01:05, 120.08it/s]
    Epoch 0:  77%|███████▋  | 25788/33666 [15:46<04:49, 27.24it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▋         | 539/8416 [00:04<01:05, 120.09it/s]
    Epoch 0:  77%|███████▋  | 25789/33666 [15:46<04:49, 27.24it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▋         | 540/8416 [00:04<01:05, 120.10it/s]
    Epoch 0:  77%|███████▋  | 25790/33666 [15:46<04:49, 27.24it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▋         | 541/8416 [00:04<01:05, 120.12it/s]
    Epoch 0:  77%|███████▋  | 25791/33666 [15:46<04:49, 27.24it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▋         | 542/8416 [00:04<01:05, 120.12it/s]
    Epoch 0:  77%|███████▋  | 25792/33666 [15:46<04:49, 27.24it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▋         | 543/8416 [00:04<01:05, 120.14it/s]
    Epoch 0:  77%|███████▋  | 25793/33666 [15:46<04:48, 27.24it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▋         | 544/8416 [00:04<01:05, 120.15it/s]
    Epoch 0:  77%|███████▋  | 25794/33666 [15:46<04:48, 27.24it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▋         | 545/8416 [00:04<01:05, 120.16it/s]
    Epoch 0:  77%|███████▋  | 25795/33666 [15:46<04:48, 27.24it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▋         | 546/8416 [00:04<01:05, 120.17it/s]
    Epoch 0:  77%|███████▋  | 25796/33666 [15:46<04:48, 27.25it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   6%|▋         | 547/8416 [00:04<01:05, 120.18it/s]
    Epoch 0:  77%|███████▋  | 25797/33666 [15:46<04:48, 27.25it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 548/8416 [00:04<01:05, 120.19it/s]
    Epoch 0:  77%|███████▋  | 25798/33666 [15:46<04:48, 27.25it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 549/8416 [00:04<01:05, 120.20it/s]
    Epoch 0:  77%|███████▋  | 25799/33666 [15:46<04:48, 27.25it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 550/8416 [00:04<01:05, 120.21it/s]
    Epoch 0:  77%|███████▋  | 25800/33666 [15:46<04:48, 27.25it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 551/8416 [00:04<01:05, 120.22it/s]
    Epoch 0:  77%|███████▋  | 25801/33666 [15:46<04:48, 27.25it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 552/8416 [00:04<01:05, 120.23it/s]
    Epoch 0:  77%|███████▋  | 25802/33666 [15:46<04:48, 27.25it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 553/8416 [00:04<01:05, 120.24it/s]
    Epoch 0:  77%|███████▋  | 25803/33666 [15:46<04:48, 27.25it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 554/8416 [00:04<01:05, 120.25it/s]
    Epoch 0:  77%|███████▋  | 25804/33666 [15:46<04:48, 27.25it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 555/8416 [00:04<01:05, 120.26it/s]
    Epoch 0:  77%|███████▋  | 25805/33666 [15:46<04:48, 27.25it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 556/8416 [00:04<01:05, 120.27it/s]
    Epoch 0:  77%|███████▋  | 25806/33666 [15:46<04:48, 27.25it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 557/8416 [00:04<01:05, 120.28it/s]
    Epoch 0:  77%|███████▋  | 25807/33666 [15:46<04:48, 27.25it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 558/8416 [00:04<01:05, 120.29it/s]
    Epoch 0:  77%|███████▋  | 25808/33666 [15:46<04:48, 27.26it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 559/8416 [00:04<01:05, 120.31it/s]
    Epoch 0:  77%|███████▋  | 25809/33666 [15:46<04:48, 27.26it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 560/8416 [00:04<01:05, 120.32it/s]
    Epoch 0:  77%|███████▋  | 25810/33666 [15:46<04:48, 27.26it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 561/8416 [00:04<01:05, 120.33it/s]
    Epoch 0:  77%|███████▋  | 25811/33666 [15:46<04:48, 27.26it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 562/8416 [00:04<01:05, 120.34it/s]
    Epoch 0:  77%|███████▋  | 25812/33666 [15:46<04:48, 27.26it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 563/8416 [00:04<01:05, 120.35it/s]
    Epoch 0:  77%|███████▋  | 25813/33666 [15:46<04:48, 27.26it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 564/8416 [00:04<01:05, 120.36it/s]
    Epoch 0:  77%|███████▋  | 25814/33666 [15:46<04:48, 27.26it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 565/8416 [00:04<01:05, 120.37it/s]
    Epoch 0:  77%|███████▋  | 25815/33666 [15:46<04:47, 27.26it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 566/8416 [00:04<01:05, 120.38it/s]
    Epoch 0:  77%|███████▋  | 25816/33666 [15:46<04:47, 27.26it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 567/8416 [00:04<01:05, 120.39it/s]
    Epoch 0:  77%|███████▋  | 25817/33666 [15:46<04:47, 27.26it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 568/8416 [00:04<01:05, 120.40it/s]
    Epoch 0:  77%|███████▋  | 25818/33666 [15:46<04:47, 27.26it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 569/8416 [00:04<01:05, 120.41it/s]
    Epoch 0:  77%|███████▋  | 25819/33666 [15:46<04:47, 27.26it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 570/8416 [00:04<01:05, 120.42it/s]
    Epoch 0:  77%|███████▋  | 25820/33666 [15:46<04:47, 27.27it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 571/8416 [00:04<01:05, 120.43it/s]
    Epoch 0:  77%|███████▋  | 25821/33666 [15:46<04:47, 27.27it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 572/8416 [00:04<01:05, 120.44it/s]
    Epoch 0:  77%|███████▋  | 25822/33666 [15:47<04:47, 27.27it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 573/8416 [00:04<01:05, 120.45it/s]
    Epoch 0:  77%|███████▋  | 25823/33666 [15:47<04:47, 27.27it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 574/8416 [00:04<01:05, 120.46it/s]
    Epoch 0:  77%|███████▋  | 25824/33666 [15:47<04:47, 27.27it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 575/8416 [00:04<01:05, 120.47it/s]
    Epoch 0:  77%|███████▋  | 25825/33666 [15:47<04:47, 27.27it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 576/8416 [00:04<01:05, 120.49it/s]
    Epoch 0:  77%|███████▋  | 25826/33666 [15:47<04:47, 27.27it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 577/8416 [00:04<01:05, 120.50it/s]
    Epoch 0:  77%|███████▋  | 25827/33666 [15:47<04:47, 27.27it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 578/8416 [00:04<01:05, 120.51it/s]
    Epoch 0:  77%|███████▋  | 25828/33666 [15:47<04:47, 27.27it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 579/8416 [00:04<01:05, 120.51it/s]
    Epoch 0:  77%|███████▋  | 25829/33666 [15:47<04:47, 27.27it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 580/8416 [00:04<01:05, 120.52it/s]
    Epoch 0:  77%|███████▋  | 25830/33666 [15:47<04:47, 27.27it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 581/8416 [00:04<01:05, 120.53it/s]
    Epoch 0:  77%|███████▋  | 25831/33666 [15:47<04:47, 27.27it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 582/8416 [00:04<01:04, 120.54it/s]
    Epoch 0:  77%|███████▋  | 25832/33666 [15:47<04:47, 27.28it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 583/8416 [00:04<01:04, 120.55it/s]
    Epoch 0:  77%|███████▋  | 25833/33666 [15:47<04:47, 27.28it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 584/8416 [00:04<01:04, 120.54it/s]
    Epoch 0:  77%|███████▋  | 25834/33666 [15:47<04:47, 27.28it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 585/8416 [00:04<01:04, 120.55it/s]
    Epoch 0:  77%|███████▋  | 25835/33666 [15:47<04:47, 27.28it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 586/8416 [00:04<01:04, 120.56it/s]
    Epoch 0:  77%|███████▋  | 25836/33666 [15:47<04:47, 27.28it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 587/8416 [00:04<01:04, 120.57it/s]
    Epoch 0:  77%|███████▋  | 25837/33666 [15:47<04:46, 27.28it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 588/8416 [00:04<01:04, 120.46it/s]
    Epoch 0:  77%|███████▋  | 25838/33666 [15:47<04:46, 27.28it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 589/8416 [00:04<01:04, 120.47it/s]
    Epoch 0:  77%|███████▋  | 25839/33666 [15:47<04:46, 27.28it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 590/8416 [00:04<01:04, 120.48it/s]
    Epoch 0:  77%|███████▋  | 25840/33666 [15:47<04:46, 27.28it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 591/8416 [00:04<01:04, 120.49it/s]
    Epoch 0:  77%|███████▋  | 25841/33666 [15:47<04:46, 27.28it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 592/8416 [00:04<01:04, 120.51it/s]
    Epoch 0:  77%|███████▋  | 25842/33666 [15:47<04:46, 27.28it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 593/8416 [00:04<01:04, 120.51it/s]
    Epoch 0:  77%|███████▋  | 25843/33666 [15:47<04:46, 27.28it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 594/8416 [00:04<01:04, 120.53it/s]
    Epoch 0:  77%|███████▋  | 25844/33666 [15:47<04:46, 27.29it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 595/8416 [00:04<01:04, 120.54it/s]
    Epoch 0:  77%|███████▋  | 25845/33666 [15:47<04:46, 27.29it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 596/8416 [00:04<01:04, 120.55it/s]
    Epoch 0:  77%|███████▋  | 25846/33666 [15:47<04:46, 27.29it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 597/8416 [00:04<01:04, 120.56it/s]
    Epoch 0:  77%|███████▋  | 25847/33666 [15:47<04:46, 27.29it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 598/8416 [00:04<01:04, 120.56it/s]
    Epoch 0:  77%|███████▋  | 25848/33666 [15:47<04:46, 27.29it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 599/8416 [00:04<01:04, 120.58it/s]
    Epoch 0:  77%|███████▋  | 25849/33666 [15:47<04:46, 27.29it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 600/8416 [00:04<01:04, 120.59it/s]
    Epoch 0:  77%|███████▋  | 25850/33666 [15:47<04:46, 27.29it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 601/8416 [00:04<01:04, 120.60it/s]
    Epoch 0:  77%|███████▋  | 25851/33666 [15:47<04:46, 27.29it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 602/8416 [00:04<01:04, 120.61it/s]
    Epoch 0:  77%|███████▋  | 25852/33666 [15:47<04:46, 27.29it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 603/8416 [00:04<01:04, 120.62it/s]
    Epoch 0:  77%|███████▋  | 25853/33666 [15:47<04:46, 27.29it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 604/8416 [00:05<01:04, 120.63it/s]
    Epoch 0:  77%|███████▋  | 25854/33666 [15:47<04:46, 27.29it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 605/8416 [00:05<01:04, 120.64it/s]
    Epoch 0:  77%|███████▋  | 25855/33666 [15:47<04:46, 27.29it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 606/8416 [00:05<01:04, 120.65it/s]
    Epoch 0:  77%|███████▋  | 25856/33666 [15:47<04:46, 27.29it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 607/8416 [00:05<01:04, 120.66it/s]
    Epoch 0:  77%|███████▋  | 25857/33666 [15:47<04:46, 27.30it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 608/8416 [00:05<01:04, 120.67it/s]
    Epoch 0:  77%|███████▋  | 25858/33666 [15:47<04:46, 27.30it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 609/8416 [00:05<01:04, 120.68it/s]
    Epoch 0:  77%|███████▋  | 25859/33666 [15:47<04:45, 27.30it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 610/8416 [00:05<01:04, 120.69it/s]
    Epoch 0:  77%|███████▋  | 25860/33666 [15:47<04:45, 27.30it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 611/8416 [00:05<01:04, 120.70it/s]
    Epoch 0:  77%|███████▋  | 25861/33666 [15:47<04:45, 27.30it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 612/8416 [00:05<01:04, 120.71it/s]
    Epoch 0:  77%|███████▋  | 25862/33666 [15:47<04:45, 27.30it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 613/8416 [00:05<01:04, 120.72it/s]
    Epoch 0:  77%|███████▋  | 25863/33666 [15:47<04:45, 27.30it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 614/8416 [00:05<01:04, 120.73it/s]
    Epoch 0:  77%|███████▋  | 25864/33666 [15:47<04:45, 27.30it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 615/8416 [00:05<01:04, 120.74it/s]
    Epoch 0:  77%|███████▋  | 25865/33666 [15:47<04:45, 27.30it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 616/8416 [00:05<01:04, 120.75it/s]
    Epoch 0:  77%|███████▋  | 25866/33666 [15:47<04:45, 27.30it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 617/8416 [00:05<01:04, 120.76it/s]
    Epoch 0:  77%|███████▋  | 25867/33666 [15:47<04:45, 27.30it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 618/8416 [00:05<01:04, 120.77it/s]
    Epoch 0:  77%|███████▋  | 25868/33666 [15:47<04:45, 27.30it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 619/8416 [00:05<01:04, 120.78it/s]
    Epoch 0:  77%|███████▋  | 25869/33666 [15:47<04:45, 27.31it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 620/8416 [00:05<01:04, 120.78it/s]
    Epoch 0:  77%|███████▋  | 25870/33666 [15:47<04:45, 27.31it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 621/8416 [00:05<01:04, 120.79it/s]
    Epoch 0:  77%|███████▋  | 25871/33666 [15:47<04:45, 27.31it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 622/8416 [00:05<01:04, 120.66it/s]
    Epoch 0:  77%|███████▋  | 25872/33666 [15:47<04:45, 27.31it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 623/8416 [00:05<01:04, 120.66it/s]
    Epoch 0:  77%|███████▋  | 25873/33666 [15:47<04:45, 27.31it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 624/8416 [00:05<01:04, 120.67it/s]
    Epoch 0:  77%|███████▋  | 25874/33666 [15:47<04:45, 27.31it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 625/8416 [00:05<01:04, 120.68it/s]
    Epoch 0:  77%|███████▋  | 25875/33666 [15:47<04:45, 27.31it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 626/8416 [00:05<01:04, 120.69it/s]
    Epoch 0:  77%|███████▋  | 25876/33666 [15:47<04:45, 27.31it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 627/8416 [00:05<01:04, 120.70it/s]
    Epoch 0:  77%|███████▋  | 25877/33666 [15:47<04:45, 27.31it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 628/8416 [00:05<01:04, 120.71it/s]
    Epoch 0:  77%|███████▋  | 25878/33666 [15:47<04:45, 27.31it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 629/8416 [00:05<01:04, 120.71it/s]
    Epoch 0:  77%|███████▋  | 25879/33666 [15:47<04:45, 27.31it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 630/8416 [00:05<01:04, 120.70it/s]
    Epoch 0:  77%|███████▋  | 25880/33666 [15:47<04:45, 27.31it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   7%|▋         | 631/8416 [00:05<01:04, 120.70it/s]
    Epoch 0:  77%|███████▋  | 25881/33666 [15:47<04:45, 27.32it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 632/8416 [00:05<01:04, 120.71it/s]
    Epoch 0:  77%|███████▋  | 25882/33666 [15:47<04:44, 27.32it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 633/8416 [00:05<01:04, 120.72it/s]
    Epoch 0:  77%|███████▋  | 25883/33666 [15:47<04:44, 27.32it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 634/8416 [00:05<01:04, 120.72it/s]
    Epoch 0:  77%|███████▋  | 25884/33666 [15:47<04:44, 27.32it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 635/8416 [00:05<01:04, 120.74it/s]
    Epoch 0:  77%|███████▋  | 25885/33666 [15:47<04:44, 27.32it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 636/8416 [00:05<01:04, 120.74it/s]
    Epoch 0:  77%|███████▋  | 25886/33666 [15:47<04:44, 27.32it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 637/8416 [00:05<01:04, 120.75it/s]
    Epoch 0:  77%|███████▋  | 25887/33666 [15:47<04:44, 27.32it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 638/8416 [00:05<01:04, 120.74it/s]
    Epoch 0:  77%|███████▋  | 25888/33666 [15:47<04:44, 27.32it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 639/8416 [00:05<01:04, 120.74it/s]
    Epoch 0:  77%|███████▋  | 25889/33666 [15:47<04:44, 27.32it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 640/8416 [00:05<01:04, 120.75it/s]
    Epoch 0:  77%|███████▋  | 25890/33666 [15:47<04:44, 27.32it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 641/8416 [00:05<01:04, 120.76it/s]
    Epoch 0:  77%|███████▋  | 25891/33666 [15:47<04:44, 27.32it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 642/8416 [00:05<01:04, 120.77it/s]
    Epoch 0:  77%|███████▋  | 25892/33666 [15:47<04:44, 27.32it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 643/8416 [00:05<01:04, 120.78it/s]
    Epoch 0:  77%|███████▋  | 25893/33666 [15:47<04:44, 27.33it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 644/8416 [00:05<01:04, 120.79it/s]
    Epoch 0:  77%|███████▋  | 25894/33666 [15:47<04:44, 27.33it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 645/8416 [00:05<01:04, 120.79it/s]
    Epoch 0:  77%|███████▋  | 25895/33666 [15:47<04:44, 27.33it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 646/8416 [00:05<01:04, 120.78it/s]
    Epoch 0:  77%|███████▋  | 25896/33666 [15:47<04:44, 27.33it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 647/8416 [00:05<01:04, 120.78it/s]
    Epoch 0:  77%|███████▋  | 25897/33666 [15:47<04:44, 27.33it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 648/8416 [00:05<01:04, 120.77it/s]
    Epoch 0:  77%|███████▋  | 25898/33666 [15:47<04:44, 27.33it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 649/8416 [00:05<01:04, 120.78it/s]
    Epoch 0:  77%|███████▋  | 25899/33666 [15:47<04:44, 27.33it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 650/8416 [00:05<01:04, 120.79it/s]
    Epoch 0:  77%|███████▋  | 25900/33666 [15:47<04:44, 27.33it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 651/8416 [00:05<01:04, 120.80it/s]
    Epoch 0:  77%|███████▋  | 25901/33666 [15:47<04:44, 27.33it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 652/8416 [00:05<01:04, 120.81it/s]
    Epoch 0:  77%|███████▋  | 25902/33666 [15:47<04:44, 27.33it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 653/8416 [00:05<01:04, 120.81it/s]
    Epoch 0:  77%|███████▋  | 25903/33666 [15:47<04:44, 27.33it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 654/8416 [00:05<01:04, 120.80it/s]
    Epoch 0:  77%|███████▋  | 25904/33666 [15:47<04:43, 27.33it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 655/8416 [00:05<01:04, 120.80it/s]
    Epoch 0:  77%|███████▋  | 25905/33666 [15:47<04:43, 27.34it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 656/8416 [00:05<01:04, 120.81it/s]
    Epoch 0:  77%|███████▋  | 25906/33666 [15:47<04:43, 27.34it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 657/8416 [00:05<01:04, 120.82it/s]
    Epoch 0:  77%|███████▋  | 25907/33666 [15:47<04:43, 27.34it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 658/8416 [00:05<01:04, 120.83it/s]
    Epoch 0:  77%|███████▋  | 25908/33666 [15:47<04:43, 27.34it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 659/8416 [00:05<01:04, 120.84it/s]
    Epoch 0:  77%|███████▋  | 25909/33666 [15:47<04:43, 27.34it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 660/8416 [00:05<01:04, 120.85it/s]
    Epoch 0:  77%|███████▋  | 25910/33666 [15:47<04:43, 27.34it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 661/8416 [00:05<01:04, 120.85it/s]
    Epoch 0:  77%|███████▋  | 25911/33666 [15:47<04:43, 27.34it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 662/8416 [00:05<01:04, 120.84it/s]
    Epoch 0:  77%|███████▋  | 25912/33666 [15:47<04:43, 27.34it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 663/8416 [00:05<01:04, 120.84it/s]
    Epoch 0:  77%|███████▋  | 25913/33666 [15:47<04:43, 27.34it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 664/8416 [00:05<01:04, 120.85it/s]
    Epoch 0:  77%|███████▋  | 25914/33666 [15:47<04:43, 27.34it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 665/8416 [00:05<01:04, 120.86it/s]
    Epoch 0:  77%|███████▋  | 25915/33666 [15:47<04:43, 27.34it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 666/8416 [00:05<01:04, 120.87it/s]
    Epoch 0:  77%|███████▋  | 25916/33666 [15:47<04:43, 27.34it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 667/8416 [00:05<01:04, 120.88it/s]
    Epoch 0:  77%|███████▋  | 25917/33666 [15:47<04:43, 27.35it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 668/8416 [00:05<01:04, 120.89it/s]
    Epoch 0:  77%|███████▋  | 25918/33666 [15:47<04:43, 27.35it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 669/8416 [00:05<01:04, 120.89it/s]
    Epoch 0:  77%|███████▋  | 25919/33666 [15:47<04:43, 27.35it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 670/8416 [00:05<01:04, 120.88it/s]
    Epoch 0:  77%|███████▋  | 25920/33666 [15:47<04:43, 27.35it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 671/8416 [00:05<01:04, 120.88it/s]
    Epoch 0:  77%|███████▋  | 25921/33666 [15:47<04:43, 27.35it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 672/8416 [00:05<01:04, 120.89it/s]
    Epoch 0:  77%|███████▋  | 25922/33666 [15:47<04:43, 27.35it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 673/8416 [00:05<01:04, 120.90it/s]
    Epoch 0:  77%|███████▋  | 25923/33666 [15:47<04:43, 27.35it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 674/8416 [00:05<01:04, 120.91it/s]
    Epoch 0:  77%|███████▋  | 25924/33666 [15:47<04:43, 27.35it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 675/8416 [00:05<01:04, 120.91it/s]
    Epoch 0:  77%|███████▋  | 25925/33666 [15:47<04:43, 27.35it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 676/8416 [00:05<01:04, 120.92it/s]
    Epoch 0:  77%|███████▋  | 25926/33666 [15:47<04:42, 27.35it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 677/8416 [00:05<01:04, 120.92it/s]
    Epoch 0:  77%|███████▋  | 25927/33666 [15:47<04:42, 27.35it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 678/8416 [00:05<01:04, 120.90it/s]
    Epoch 0:  77%|███████▋  | 25928/33666 [15:47<04:42, 27.35it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 679/8416 [00:05<01:03, 120.90it/s]
    Epoch 0:  77%|███████▋  | 25929/33666 [15:47<04:42, 27.35it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 680/8416 [00:05<01:03, 120.90it/s]
    Epoch 0:  77%|███████▋  | 25930/33666 [15:47<04:42, 27.36it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 681/8416 [00:05<01:03, 120.90it/s]
    Epoch 0:  77%|███████▋  | 25931/33666 [15:47<04:42, 27.36it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 682/8416 [00:05<01:03, 120.90it/s]
    Epoch 0:  77%|███████▋  | 25932/33666 [15:47<04:42, 27.36it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 683/8416 [00:05<01:03, 120.90it/s]
    Epoch 0:  77%|███████▋  | 25933/33666 [15:47<04:42, 27.36it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 684/8416 [00:05<01:03, 120.91it/s]
    Epoch 0:  77%|███████▋  | 25934/33666 [15:47<04:42, 27.36it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 685/8416 [00:05<01:03, 120.92it/s]
    Epoch 0:  77%|███████▋  | 25935/33666 [15:47<04:42, 27.36it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 686/8416 [00:05<01:03, 120.91it/s]
    Epoch 0:  77%|███████▋  | 25936/33666 [15:47<04:42, 27.36it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 687/8416 [00:05<01:03, 120.91it/s]
    Epoch 0:  77%|███████▋  | 25937/33666 [15:47<04:42, 27.36it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 688/8416 [00:05<01:03, 120.92it/s]
    Epoch 0:  77%|███████▋  | 25938/33666 [15:47<04:42, 27.36it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 689/8416 [00:05<01:03, 120.93it/s]
    Epoch 0:  77%|███████▋  | 25939/33666 [15:47<04:42, 27.36it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 690/8416 [00:05<01:03, 120.94it/s]
    Epoch 0:  77%|███████▋  | 25940/33666 [15:47<04:42, 27.36it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 691/8416 [00:05<01:03, 120.95it/s]
    Epoch 0:  77%|███████▋  | 25941/33666 [15:47<04:42, 27.36it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 692/8416 [00:05<01:03, 120.95it/s]
    Epoch 0:  77%|███████▋  | 25942/33666 [15:47<04:42, 27.37it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 693/8416 [00:05<01:03, 120.96it/s]
    Epoch 0:  77%|███████▋  | 25943/33666 [15:47<04:42, 27.37it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 694/8416 [00:05<01:03, 120.94it/s]
    Epoch 0:  77%|███████▋  | 25944/33666 [15:47<04:42, 27.37it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 695/8416 [00:05<01:03, 120.94it/s]
    Epoch 0:  77%|███████▋  | 25945/33666 [15:48<04:42, 27.37it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 696/8416 [00:05<01:03, 120.94it/s]
    Epoch 0:  77%|███████▋  | 25946/33666 [15:48<04:42, 27.37it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 697/8416 [00:05<01:03, 120.94it/s]
    Epoch 0:  77%|███████▋  | 25947/33666 [15:48<04:42, 27.37it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 698/8416 [00:05<01:03, 120.94it/s]
    Epoch 0:  77%|███████▋  | 25948/33666 [15:48<04:41, 27.37it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 699/8416 [00:05<01:03, 120.94it/s]
    Epoch 0:  77%|███████▋  | 25949/33666 [15:48<04:41, 27.37it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 700/8416 [00:05<01:03, 120.95it/s]
    Epoch 0:  77%|███████▋  | 25950/33666 [15:48<04:41, 27.37it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 701/8416 [00:05<01:03, 120.95it/s]
    Epoch 0:  77%|███████▋  | 25951/33666 [15:48<04:41, 27.37it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 702/8416 [00:05<01:03, 120.93it/s]
    Epoch 0:  77%|███████▋  | 25952/33666 [15:48<04:41, 27.37it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 703/8416 [00:05<01:03, 120.92it/s]
    Epoch 0:  77%|███████▋  | 25953/33666 [15:48<04:41, 27.37it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 704/8416 [00:05<01:03, 120.93it/s]
    Epoch 0:  77%|███████▋  | 25954/33666 [15:48<04:41, 27.38it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 705/8416 [00:05<01:03, 120.94it/s]
    Epoch 0:  77%|███████▋  | 25955/33666 [15:48<04:41, 27.38it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 706/8416 [00:05<01:03, 120.94it/s]
    Epoch 0:  77%|███████▋  | 25956/33666 [15:48<04:41, 27.38it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 707/8416 [00:05<01:03, 120.95it/s]
    Epoch 0:  77%|███████▋  | 25957/33666 [15:48<04:41, 27.38it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 708/8416 [00:05<01:03, 120.96it/s]
    Epoch 0:  77%|███████▋  | 25958/33666 [15:48<04:41, 27.38it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 709/8416 [00:05<01:03, 120.96it/s]
    Epoch 0:  77%|███████▋  | 25959/33666 [15:48<04:41, 27.38it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 710/8416 [00:05<01:03, 120.95it/s]
    Epoch 0:  77%|███████▋  | 25960/33666 [15:48<04:41, 27.38it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 711/8416 [00:05<01:03, 120.95it/s]
    Epoch 0:  77%|███████▋  | 25961/33666 [15:48<04:41, 27.38it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 712/8416 [00:05<01:03, 120.94it/s]
    Epoch 0:  77%|███████▋  | 25962/33666 [15:48<04:41, 27.38it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 713/8416 [00:05<01:03, 120.95it/s]
    Epoch 0:  77%|███████▋  | 25963/33666 [15:48<04:41, 27.38it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 714/8416 [00:05<01:03, 120.96it/s]
    Epoch 0:  77%|███████▋  | 25964/33666 [15:48<04:41, 27.38it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   8%|▊         | 715/8416 [00:05<01:03, 120.97it/s]
    Epoch 0:  77%|███████▋  | 25965/33666 [15:48<04:41, 27.38it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▊         | 716/8416 [00:05<01:03, 120.97it/s]
    Epoch 0:  77%|███████▋  | 25966/33666 [15:48<04:41, 27.39it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▊         | 717/8416 [00:05<01:03, 120.98it/s]
    Epoch 0:  77%|███████▋  | 25967/33666 [15:48<04:41, 27.39it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▊         | 718/8416 [00:05<01:03, 120.97it/s]
    Epoch 0:  77%|███████▋  | 25968/33666 [15:48<04:41, 27.39it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▊         | 719/8416 [00:05<01:03, 120.97it/s]
    Epoch 0:  77%|███████▋  | 25969/33666 [15:48<04:41, 27.39it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▊         | 720/8416 [00:05<01:03, 120.98it/s]
    Epoch 0:  77%|███████▋  | 25970/33666 [15:48<04:40, 27.39it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▊         | 721/8416 [00:05<01:03, 120.99it/s]
    Epoch 0:  77%|███████▋  | 25971/33666 [15:48<04:40, 27.39it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▊         | 722/8416 [00:05<01:03, 121.00it/s]
    Epoch 0:  77%|███████▋  | 25972/33666 [15:48<04:40, 27.39it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▊         | 723/8416 [00:05<01:03, 121.01it/s]
    Epoch 0:  77%|███████▋  | 25973/33666 [15:48<04:40, 27.39it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▊         | 724/8416 [00:05<01:03, 121.02it/s]
    Epoch 0:  77%|███████▋  | 25974/33666 [15:48<04:40, 27.39it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▊         | 725/8416 [00:05<01:03, 121.02it/s]
    Epoch 0:  77%|███████▋  | 25975/33666 [15:48<04:40, 27.39it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▊         | 726/8416 [00:05<01:03, 121.00it/s]
    Epoch 0:  77%|███████▋  | 25976/33666 [15:48<04:40, 27.39it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▊         | 727/8416 [00:06<01:03, 121.00it/s]
    Epoch 0:  77%|███████▋  | 25977/33666 [15:48<04:40, 27.39it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▊         | 728/8416 [00:06<01:03, 121.01it/s]
    Epoch 0:  77%|███████▋  | 25978/33666 [15:48<04:40, 27.40it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▊         | 729/8416 [00:06<01:03, 121.01it/s]
    Epoch 0:  77%|███████▋  | 25979/33666 [15:48<04:40, 27.40it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▊         | 730/8416 [00:06<01:03, 121.01it/s]
    Epoch 0:  77%|███████▋  | 25980/33666 [15:48<04:40, 27.40it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▊         | 731/8416 [00:06<01:03, 121.01it/s]
    Epoch 0:  77%|███████▋  | 25981/33666 [15:48<04:40, 27.40it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▊         | 732/8416 [00:06<01:03, 121.02it/s]
    Epoch 0:  77%|███████▋  | 25982/33666 [15:48<04:40, 27.40it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▊         | 733/8416 [00:06<01:03, 121.01it/s]
    Epoch 0:  77%|███████▋  | 25983/33666 [15:48<04:40, 27.40it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▊         | 734/8416 [00:06<01:03, 121.00it/s]
    Epoch 0:  77%|███████▋  | 25984/33666 [15:48<04:40, 27.40it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▊         | 735/8416 [00:06<01:03, 120.99it/s]
    Epoch 0:  77%|███████▋  | 25985/33666 [15:48<04:40, 27.40it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▊         | 736/8416 [00:06<01:03, 121.00it/s]
    Epoch 0:  77%|███████▋  | 25986/33666 [15:48<04:40, 27.40it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▉         | 737/8416 [00:06<01:03, 121.00it/s]
    Epoch 0:  77%|███████▋  | 25987/33666 [15:48<04:40, 27.40it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▉         | 738/8416 [00:06<01:03, 121.00it/s]
    Epoch 0:  77%|███████▋  | 25988/33666 [15:48<04:40, 27.40it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▉         | 739/8416 [00:06<01:03, 121.00it/s]
    Epoch 0:  77%|███████▋  | 25989/33666 [15:48<04:40, 27.40it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▉         | 740/8416 [00:06<01:03, 121.00it/s]
    Epoch 0:  77%|███████▋  | 25990/33666 [15:48<04:40, 27.40it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▉         | 741/8416 [00:06<01:03, 121.00it/s]
    Epoch 0:  77%|███████▋  | 25991/33666 [15:48<04:40, 27.41it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▉         | 742/8416 [00:06<01:03, 120.98it/s]
    Epoch 0:  77%|███████▋  | 25992/33666 [15:48<04:40, 27.41it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▉         | 743/8416 [00:06<01:03, 120.98it/s]
    Epoch 0:  77%|███████▋  | 25993/33666 [15:48<04:39, 27.41it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▉         | 744/8416 [00:06<01:03, 120.98it/s]
    Epoch 0:  77%|███████▋  | 25994/33666 [15:48<04:39, 27.41it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▉         | 745/8416 [00:06<01:03, 120.98it/s]
    Epoch 0:  77%|███████▋  | 25995/33666 [15:48<04:39, 27.41it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▉         | 746/8416 [00:06<01:03, 120.99it/s]
    Epoch 0:  77%|███████▋  | 25996/33666 [15:48<04:39, 27.41it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▉         | 747/8416 [00:06<01:03, 120.99it/s]
    Epoch 0:  77%|███████▋  | 25997/33666 [15:48<04:39, 27.41it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▉         | 748/8416 [00:06<01:03, 120.96it/s]
    Epoch 0:  77%|███████▋  | 25998/33666 [15:48<04:39, 27.41it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▉         | 749/8416 [00:06<01:03, 120.95it/s]
    Epoch 0:  77%|███████▋  | 25999/33666 [15:48<04:39, 27.41it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▉         | 750/8416 [00:06<01:03, 120.93it/s]
    Epoch 0:  77%|███████▋  | 26000/33666 [15:48<04:39, 27.41it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▉         | 751/8416 [00:06<01:03, 120.93it/s]
    Epoch 0:  77%|███████▋  | 26001/33666 [15:48<04:39, 27.41it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▉         | 752/8416 [00:06<01:03, 120.93it/s]
    Epoch 0:  77%|███████▋  | 26002/33666 [15:48<04:39, 27.41it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▉         | 753/8416 [00:06<01:03, 120.93it/s]
    Epoch 0:  77%|███████▋  | 26003/33666 [15:48<04:39, 27.42it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▉         | 754/8416 [00:06<01:03, 120.93it/s]
    Epoch 0:  77%|███████▋  | 26004/33666 [15:48<04:39, 27.42it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▉         | 755/8416 [00:06<01:03, 120.93it/s]
    Epoch 0:  77%|███████▋  | 26005/33666 [15:48<04:39, 27.42it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▉         | 756/8416 [00:06<01:03, 120.93it/s]
    Epoch 0:  77%|███████▋  | 26006/33666 [15:48<04:39, 27.42it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▉         | 757/8416 [00:06<01:03, 120.92it/s]
    Epoch 0:  77%|███████▋  | 26007/33666 [15:48<04:39, 27.42it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▉         | 758/8416 [00:06<01:03, 120.90it/s]
    Epoch 0:  77%|███████▋  | 26008/33666 [15:48<04:39, 27.42it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▉         | 759/8416 [00:06<01:03, 120.90it/s]
    Epoch 0:  77%|███████▋  | 26009/33666 [15:48<04:39, 27.42it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▉         | 760/8416 [00:06<01:03, 120.91it/s]
    Epoch 0:  77%|███████▋  | 26010/33666 [15:48<04:39, 27.42it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▉         | 761/8416 [00:06<01:03, 120.92it/s]
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    Validation DataLoader 0:   9%|▉         | 762/8416 [00:06<01:03, 120.92it/s]
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    Validation DataLoader 0:   9%|▉         | 763/8416 [00:06<01:03, 120.93it/s]
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    Validation DataLoader 0:   9%|▉         | 764/8416 [00:06<01:03, 120.94it/s]
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    Validation DataLoader 0:   9%|▉         | 765/8416 [00:06<01:03, 120.94it/s]
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    Validation DataLoader 0:   9%|▉         | 766/8416 [00:06<01:03, 120.93it/s]
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    Validation DataLoader 0:   9%|▉         | 767/8416 [00:06<01:03, 120.93it/s]
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    Validation DataLoader 0:   9%|▉         | 768/8416 [00:06<01:03, 120.94it/s]
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    Validation DataLoader 0:   9%|▉         | 769/8416 [00:06<01:03, 120.95it/s]
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    Validation DataLoader 0:   9%|▉         | 770/8416 [00:06<01:03, 120.95it/s]
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    Validation DataLoader 0:   9%|▉         | 771/8416 [00:06<01:03, 120.95it/s]
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    Validation DataLoader 0:   9%|▉         | 772/8416 [00:06<01:03, 120.96it/s]
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    Validation DataLoader 0:   9%|▉         | 773/8416 [00:06<01:03, 120.96it/s]
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    Validation DataLoader 0:   9%|▉         | 774/8416 [00:06<01:03, 120.95it/s]
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    Validation DataLoader 0:   9%|▉         | 775/8416 [00:06<01:03, 120.94it/s]
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    Validation DataLoader 0:   9%|▉         | 776/8416 [00:06<01:03, 120.92it/s]
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    Validation DataLoader 0:   9%|▉         | 777/8416 [00:06<01:03, 120.92it/s]
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    Validation DataLoader 0:   9%|▉         | 778/8416 [00:06<01:03, 120.93it/s]
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    Validation DataLoader 0:   9%|▉         | 779/8416 [00:06<01:03, 120.94it/s]
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    Validation DataLoader 0:   9%|▉         | 780/8416 [00:06<01:03, 120.95it/s]
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    Validation DataLoader 0:   9%|▉         | 781/8416 [00:06<01:03, 120.95it/s]
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    Validation DataLoader 0:   9%|▉         | 782/8416 [00:06<01:03, 120.94it/s]
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    Validation DataLoader 0:   9%|▉         | 783/8416 [00:06<01:03, 120.94it/s]
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    Validation DataLoader 0:   9%|▉         | 784/8416 [00:06<01:03, 120.95it/s]
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    Validation DataLoader 0:   9%|▉         | 785/8416 [00:06<01:03, 120.96it/s]
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    Validation DataLoader 0:   9%|▉         | 786/8416 [00:06<01:03, 120.96it/s]
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    Validation DataLoader 0:   9%|▉         | 787/8416 [00:06<01:03, 120.97it/s]
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    Validation DataLoader 0:   9%|▉         | 788/8416 [00:06<01:03, 120.98it/s]
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    Validation DataLoader 0:   9%|▉         | 789/8416 [00:06<01:03, 120.98it/s]
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    Validation DataLoader 0:   9%|▉         | 790/8416 [00:06<01:03, 120.97it/s]
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    Validation DataLoader 0:   9%|▉         | 791/8416 [00:06<01:03, 120.97it/s]
    Epoch 0:  77%|███████▋  | 26041/33666 [15:48<04:37, 27.45it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▉         | 792/8416 [00:06<01:03, 120.98it/s]
    Epoch 0:  77%|███████▋  | 26042/33666 [15:48<04:37, 27.45it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▉         | 793/8416 [00:06<01:03, 120.94it/s]
    Epoch 0:  77%|███████▋  | 26043/33666 [15:48<04:37, 27.45it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▉         | 794/8416 [00:06<01:03, 120.94it/s]
    Epoch 0:  77%|███████▋  | 26044/33666 [15:48<04:37, 27.45it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▉         | 795/8416 [00:06<01:03, 120.94it/s]
    Epoch 0:  77%|███████▋  | 26045/33666 [15:48<04:37, 27.45it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▉         | 796/8416 [00:06<01:03, 120.94it/s]
    Epoch 0:  77%|███████▋  | 26046/33666 [15:48<04:37, 27.45it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▉         | 797/8416 [00:06<01:02, 120.95it/s]
    Epoch 0:  77%|███████▋  | 26047/33666 [15:48<04:37, 27.45it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:   9%|▉         | 798/8416 [00:06<01:02, 120.94it/s]
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    Validation DataLoader 0:   9%|▉         | 799/8416 [00:06<01:02, 120.94it/s]
    Epoch 0:  77%|███████▋  | 26049/33666 [15:48<04:37, 27.45it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|▉         | 800/8416 [00:06<01:02, 120.95it/s]
    Epoch 0:  77%|███████▋  | 26050/33666 [15:48<04:37, 27.45it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|▉         | 801/8416 [00:06<01:02, 120.95it/s]
    Epoch 0:  77%|███████▋  | 26051/33666 [15:48<04:37, 27.45it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|▉         | 802/8416 [00:06<01:02, 120.95it/s]
    Epoch 0:  77%|███████▋  | 26052/33666 [15:48<04:37, 27.46it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|▉         | 803/8416 [00:06<01:02, 120.95it/s]
    Epoch 0:  77%|███████▋  | 26053/33666 [15:48<04:37, 27.46it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|▉         | 804/8416 [00:06<01:02, 120.95it/s]
    Epoch 0:  77%|███████▋  | 26054/33666 [15:48<04:37, 27.46it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|▉         | 805/8416 [00:06<01:02, 120.94it/s]
    Epoch 0:  77%|███████▋  | 26055/33666 [15:48<04:37, 27.46it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|▉         | 806/8416 [00:06<01:02, 120.93it/s]
    Epoch 0:  77%|███████▋  | 26056/33666 [15:48<04:37, 27.46it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|▉         | 807/8416 [00:06<01:02, 120.93it/s]
    Epoch 0:  77%|███████▋  | 26057/33666 [15:48<04:37, 27.46it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|▉         | 808/8416 [00:06<01:02, 120.93it/s]
    Epoch 0:  77%|███████▋  | 26058/33666 [15:48<04:37, 27.46it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|▉         | 809/8416 [00:06<01:02, 120.94it/s]
    Epoch 0:  77%|███████▋  | 26059/33666 [15:48<04:37, 27.46it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|▉         | 810/8416 [00:06<01:02, 120.95it/s]
    Epoch 0:  77%|███████▋  | 26060/33666 [15:48<04:36, 27.46it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|▉         | 811/8416 [00:06<01:02, 120.95it/s]
    Epoch 0:  77%|███████▋  | 26061/33666 [15:48<04:36, 27.46it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|▉         | 812/8416 [00:06<01:02, 120.96it/s]
    Epoch 0:  77%|███████▋  | 26062/33666 [15:48<04:36, 27.46it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|▉         | 813/8416 [00:06<01:02, 120.96it/s]
    Epoch 0:  77%|███████▋  | 26063/33666 [15:48<04:36, 27.46it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|▉         | 814/8416 [00:06<01:02, 120.95it/s]
    Epoch 0:  77%|███████▋  | 26064/33666 [15:48<04:36, 27.47it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|▉         | 815/8416 [00:06<01:02, 120.96it/s]
    Epoch 0:  77%|███████▋  | 26065/33666 [15:48<04:36, 27.47it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|▉         | 816/8416 [00:06<01:02, 120.96it/s]
    Epoch 0:  77%|███████▋  | 26066/33666 [15:49<04:36, 27.47it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|▉         | 817/8416 [00:06<01:02, 120.96it/s]
    Epoch 0:  77%|███████▋  | 26067/33666 [15:49<04:36, 27.47it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|▉         | 818/8416 [00:06<01:02, 120.97it/s]
    Epoch 0:  77%|███████▋  | 26068/33666 [15:49<04:36, 27.47it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|▉         | 819/8416 [00:06<01:02, 120.98it/s]
    Epoch 0:  77%|███████▋  | 26069/33666 [15:49<04:36, 27.47it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|▉         | 820/8416 [00:06<01:02, 120.98it/s]
    Epoch 0:  77%|███████▋  | 26070/33666 [15:49<04:36, 27.47it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|▉         | 821/8416 [00:06<01:02, 120.99it/s]
    Epoch 0:  77%|███████▋  | 26071/33666 [15:49<04:36, 27.47it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|▉         | 822/8416 [00:06<01:02, 120.97it/s]
    Epoch 0:  77%|███████▋  | 26072/33666 [15:49<04:36, 27.47it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|▉         | 823/8416 [00:06<01:02, 120.97it/s]
    Epoch 0:  77%|███████▋  | 26073/33666 [15:49<04:36, 27.47it/s, loss=4.2, v_num=0]

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    Epoch 0:  77%|███████▋  | 26074/33666 [15:49<04:36, 27.47it/s, loss=4.2, v_num=0]

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    Epoch 0:  77%|███████▋  | 26075/33666 [15:49<04:36, 27.47it/s, loss=4.2, v_num=0]

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    Epoch 0:  77%|███████▋  | 26076/33666 [15:49<04:36, 27.47it/s, loss=4.2, v_num=0]

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    Validation DataLoader 0:  10%|▉         | 828/8416 [00:06<01:02, 120.98it/s]
    Epoch 0:  77%|███████▋  | 26078/33666 [15:49<04:36, 27.48it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|▉         | 829/8416 [00:06<01:02, 120.98it/s]
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    Validation DataLoader 0:  10%|▉         | 831/8416 [00:06<01:02, 120.97it/s]
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    Epoch 0:  78%|███████▊  | 26092/33666 [15:49<04:35, 27.49it/s, loss=4.2, v_num=0]

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    Epoch 0:  78%|███████▊  | 26101/33666 [15:49<04:35, 27.50it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|█         | 852/8416 [00:07<01:02, 121.00it/s]
    Epoch 0:  78%|███████▊  | 26102/33666 [15:49<04:35, 27.50it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|█         | 853/8416 [00:07<01:02, 121.00it/s]
    Epoch 0:  78%|███████▊  | 26103/33666 [15:49<04:35, 27.50it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|█         | 854/8416 [00:07<01:02, 120.95it/s]
    Epoch 0:  78%|███████▊  | 26104/33666 [15:49<04:35, 27.50it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|█         | 855/8416 [00:07<01:02, 120.95it/s]
    Epoch 0:  78%|███████▊  | 26105/33666 [15:49<04:34, 27.50it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|█         | 856/8416 [00:07<01:02, 120.95it/s]
    Epoch 0:  78%|███████▊  | 26106/33666 [15:49<04:34, 27.50it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|█         | 857/8416 [00:07<01:02, 120.95it/s]
    Epoch 0:  78%|███████▊  | 26107/33666 [15:49<04:34, 27.50it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|█         | 858/8416 [00:07<01:02, 120.96it/s]
    Epoch 0:  78%|███████▊  | 26108/33666 [15:49<04:34, 27.50it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|█         | 859/8416 [00:07<01:02, 120.96it/s]
    Epoch 0:  78%|███████▊  | 26109/33666 [15:49<04:34, 27.50it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|█         | 860/8416 [00:07<01:02, 120.97it/s]
    Epoch 0:  78%|███████▊  | 26110/33666 [15:49<04:34, 27.50it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|█         | 861/8416 [00:07<01:02, 120.97it/s]
    Epoch 0:  78%|███████▊  | 26111/33666 [15:49<04:34, 27.50it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|█         | 862/8416 [00:07<01:02, 120.97it/s]
    Epoch 0:  78%|███████▊  | 26112/33666 [15:49<04:34, 27.50it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|█         | 863/8416 [00:07<01:02, 120.97it/s]
    Epoch 0:  78%|███████▊  | 26113/33666 [15:49<04:34, 27.50it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|█         | 864/8416 [00:07<01:02, 120.97it/s]
    Epoch 0:  78%|███████▊  | 26114/33666 [15:49<04:34, 27.51it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|█         | 865/8416 [00:07<01:02, 120.98it/s]
    Epoch 0:  78%|███████▊  | 26115/33666 [15:49<04:34, 27.51it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|█         | 866/8416 [00:07<01:02, 120.99it/s]
    Epoch 0:  78%|███████▊  | 26116/33666 [15:49<04:34, 27.51it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|█         | 867/8416 [00:07<01:02, 120.99it/s]
    Epoch 0:  78%|███████▊  | 26117/33666 [15:49<04:34, 27.51it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|█         | 868/8416 [00:07<01:02, 121.00it/s]
    Epoch 0:  78%|███████▊  | 26118/33666 [15:49<04:34, 27.51it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|█         | 869/8416 [00:07<01:02, 121.00it/s]
    Epoch 0:  78%|███████▊  | 26119/33666 [15:49<04:34, 27.51it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|█         | 870/8416 [00:07<01:02, 120.99it/s]
    Epoch 0:  78%|███████▊  | 26120/33666 [15:49<04:34, 27.51it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|█         | 871/8416 [00:07<01:02, 120.99it/s]
    Epoch 0:  78%|███████▊  | 26121/33666 [15:49<04:34, 27.51it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|█         | 872/8416 [00:07<01:02, 121.00it/s]
    Epoch 0:  78%|███████▊  | 26122/33666 [15:49<04:34, 27.51it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|█         | 873/8416 [00:07<01:02, 121.01it/s]
    Epoch 0:  78%|███████▊  | 26123/33666 [15:49<04:34, 27.51it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|█         | 874/8416 [00:07<01:02, 121.01it/s]
    Epoch 0:  78%|███████▊  | 26124/33666 [15:49<04:34, 27.51it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|█         | 875/8416 [00:07<01:02, 121.02it/s]
    Epoch 0:  78%|███████▊  | 26125/33666 [15:49<04:34, 27.51it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|█         | 876/8416 [00:07<01:02, 121.03it/s]
    Epoch 0:  78%|███████▊  | 26126/33666 [15:49<04:34, 27.52it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|█         | 877/8416 [00:07<01:02, 121.03it/s]
    Epoch 0:  78%|███████▊  | 26127/33666 [15:49<04:33, 27.52it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|█         | 878/8416 [00:07<01:02, 121.02it/s]
    Epoch 0:  78%|███████▊  | 26128/33666 [15:49<04:33, 27.52it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|█         | 879/8416 [00:07<01:02, 121.02it/s]
    Epoch 0:  78%|███████▊  | 26129/33666 [15:49<04:33, 27.52it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|█         | 880/8416 [00:07<01:02, 121.02it/s]
    Epoch 0:  78%|███████▊  | 26130/33666 [15:49<04:33, 27.52it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|█         | 881/8416 [00:07<01:02, 121.03it/s]
    Epoch 0:  78%|███████▊  | 26131/33666 [15:49<04:33, 27.52it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|█         | 882/8416 [00:07<01:02, 121.03it/s]
    Epoch 0:  78%|███████▊  | 26132/33666 [15:49<04:33, 27.52it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  10%|█         | 883/8416 [00:07<01:02, 121.03it/s]
    Epoch 0:  78%|███████▊  | 26133/33666 [15:49<04:33, 27.52it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 884/8416 [00:07<01:02, 121.03it/s]
    Epoch 0:  78%|███████▊  | 26134/33666 [15:49<04:33, 27.52it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 885/8416 [00:07<01:02, 121.03it/s]
    Epoch 0:  78%|███████▊  | 26135/33666 [15:49<04:33, 27.52it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 886/8416 [00:07<01:02, 121.01it/s]
    Epoch 0:  78%|███████▊  | 26136/33666 [15:49<04:33, 27.52it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 887/8416 [00:07<01:02, 121.01it/s]
    Epoch 0:  78%|███████▊  | 26137/33666 [15:49<04:33, 27.52it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 888/8416 [00:07<01:02, 121.01it/s]
    Epoch 0:  78%|███████▊  | 26138/33666 [15:49<04:33, 27.53it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 889/8416 [00:07<01:02, 121.01it/s]
    Epoch 0:  78%|███████▊  | 26139/33666 [15:49<04:33, 27.53it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 890/8416 [00:07<01:02, 121.01it/s]
    Epoch 0:  78%|███████▊  | 26140/33666 [15:49<04:33, 27.53it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 891/8416 [00:07<01:02, 121.01it/s]
    Epoch 0:  78%|███████▊  | 26141/33666 [15:49<04:33, 27.53it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 892/8416 [00:07<01:02, 121.01it/s]
    Epoch 0:  78%|███████▊  | 26142/33666 [15:49<04:33, 27.53it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 893/8416 [00:07<01:02, 121.01it/s]
    Epoch 0:  78%|███████▊  | 26143/33666 [15:49<04:33, 27.53it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 894/8416 [00:07<01:02, 121.01it/s]
    Epoch 0:  78%|███████▊  | 26144/33666 [15:49<04:33, 27.53it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 895/8416 [00:07<01:02, 121.01it/s]
    Epoch 0:  78%|███████▊  | 26145/33666 [15:49<04:33, 27.53it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 896/8416 [00:07<01:02, 121.01it/s]
    Epoch 0:  78%|███████▊  | 26146/33666 [15:49<04:33, 27.53it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 897/8416 [00:07<01:02, 121.02it/s]
    Epoch 0:  78%|███████▊  | 26147/33666 [15:49<04:33, 27.53it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 898/8416 [00:07<01:02, 121.03it/s]
    Epoch 0:  78%|███████▊  | 26148/33666 [15:49<04:33, 27.53it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 899/8416 [00:07<01:02, 121.03it/s]
    Epoch 0:  78%|███████▊  | 26149/33666 [15:49<04:33, 27.53it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 900/8416 [00:07<01:02, 121.04it/s]
    Epoch 0:  78%|███████▊  | 26150/33666 [15:49<04:32, 27.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 901/8416 [00:07<01:02, 121.04it/s]
    Epoch 0:  78%|███████▊  | 26151/33666 [15:49<04:32, 27.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 902/8416 [00:07<01:02, 121.03it/s]
    Epoch 0:  78%|███████▊  | 26152/33666 [15:49<04:32, 27.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 903/8416 [00:07<01:02, 121.03it/s]
    Epoch 0:  78%|███████▊  | 26153/33666 [15:49<04:32, 27.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 904/8416 [00:07<01:02, 121.03it/s]
    Epoch 0:  78%|███████▊  | 26154/33666 [15:49<04:32, 27.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 905/8416 [00:07<01:02, 121.03it/s]
    Epoch 0:  78%|███████▊  | 26155/33666 [15:49<04:32, 27.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 906/8416 [00:07<01:02, 121.04it/s]
    Epoch 0:  78%|███████▊  | 26156/33666 [15:49<04:32, 27.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 907/8416 [00:07<01:02, 121.05it/s]
    Epoch 0:  78%|███████▊  | 26157/33666 [15:49<04:32, 27.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 908/8416 [00:07<01:02, 121.05it/s]
    Epoch 0:  78%|███████▊  | 26158/33666 [15:49<04:32, 27.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 909/8416 [00:07<01:02, 121.05it/s]
    Epoch 0:  78%|███████▊  | 26159/33666 [15:49<04:32, 27.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 910/8416 [00:07<01:02, 121.05it/s]
    Epoch 0:  78%|███████▊  | 26160/33666 [15:49<04:32, 27.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 911/8416 [00:07<01:01, 121.05it/s]
    Epoch 0:  78%|███████▊  | 26161/33666 [15:49<04:32, 27.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 912/8416 [00:07<01:01, 121.06it/s]
    Epoch 0:  78%|███████▊  | 26162/33666 [15:49<04:32, 27.55it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 913/8416 [00:07<01:01, 121.06it/s]
    Epoch 0:  78%|███████▊  | 26163/33666 [15:49<04:32, 27.55it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 914/8416 [00:07<01:01, 121.07it/s]
    Epoch 0:  78%|███████▊  | 26164/33666 [15:49<04:32, 27.55it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 915/8416 [00:07<01:01, 121.08it/s]
    Epoch 0:  78%|███████▊  | 26165/33666 [15:49<04:32, 27.55it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 916/8416 [00:07<01:01, 121.08it/s]
    Epoch 0:  78%|███████▊  | 26166/33666 [15:49<04:32, 27.55it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 917/8416 [00:07<01:01, 121.08it/s]
    Epoch 0:  78%|███████▊  | 26167/33666 [15:49<04:32, 27.55it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 918/8416 [00:07<01:01, 121.08it/s]
    Epoch 0:  78%|███████▊  | 26168/33666 [15:49<04:32, 27.55it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 919/8416 [00:07<01:01, 121.08it/s]
    Epoch 0:  78%|███████▊  | 26169/33666 [15:49<04:32, 27.55it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 920/8416 [00:07<01:01, 121.09it/s]
    Epoch 0:  78%|███████▊  | 26170/33666 [15:49<04:32, 27.55it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 921/8416 [00:07<01:01, 121.10it/s]
    Epoch 0:  78%|███████▊  | 26171/33666 [15:49<04:32, 27.55it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 922/8416 [00:07<01:01, 121.10it/s]
    Epoch 0:  78%|███████▊  | 26172/33666 [15:49<04:31, 27.55it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 923/8416 [00:07<01:01, 121.11it/s]
    Epoch 0:  78%|███████▊  | 26173/33666 [15:49<04:31, 27.55it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 924/8416 [00:07<01:01, 121.11it/s]
    Epoch 0:  78%|███████▊  | 26174/33666 [15:49<04:31, 27.55it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 925/8416 [00:07<01:01, 121.12it/s]
    Epoch 0:  78%|███████▊  | 26175/33666 [15:49<04:31, 27.56it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 926/8416 [00:07<01:01, 121.11it/s]
    Epoch 0:  78%|███████▊  | 26176/33666 [15:49<04:31, 27.56it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 927/8416 [00:07<01:01, 121.11it/s]
    Epoch 0:  78%|███████▊  | 26177/33666 [15:49<04:31, 27.56it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 928/8416 [00:07<01:01, 121.12it/s]
    Epoch 0:  78%|███████▊  | 26178/33666 [15:49<04:31, 27.56it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 929/8416 [00:07<01:01, 121.12it/s]
    Epoch 0:  78%|███████▊  | 26179/33666 [15:49<04:31, 27.56it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 930/8416 [00:07<01:01, 121.13it/s]
    Epoch 0:  78%|███████▊  | 26180/33666 [15:49<04:31, 27.56it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 931/8416 [00:07<01:01, 121.14it/s]
    Epoch 0:  78%|███████▊  | 26181/33666 [15:49<04:31, 27.56it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 932/8416 [00:07<01:01, 121.14it/s]
    Epoch 0:  78%|███████▊  | 26182/33666 [15:49<04:31, 27.56it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 933/8416 [00:07<01:01, 121.14it/s]
    Epoch 0:  78%|███████▊  | 26183/33666 [15:49<04:31, 27.56it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 934/8416 [00:07<01:01, 121.14it/s]
    Epoch 0:  78%|███████▊  | 26184/33666 [15:49<04:31, 27.56it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 935/8416 [00:07<01:01, 121.14it/s]
    Epoch 0:  78%|███████▊  | 26185/33666 [15:49<04:31, 27.56it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 936/8416 [00:07<01:01, 121.15it/s]
    Epoch 0:  78%|███████▊  | 26186/33666 [15:49<04:31, 27.56it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 937/8416 [00:07<01:01, 121.15it/s]
    Epoch 0:  78%|███████▊  | 26187/33666 [15:49<04:31, 27.57it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 938/8416 [00:07<01:01, 121.16it/s]
    Epoch 0:  78%|███████▊  | 26188/33666 [15:49<04:31, 27.57it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 939/8416 [00:07<01:01, 121.16it/s]
    Epoch 0:  78%|███████▊  | 26189/33666 [15:50<04:31, 27.57it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 940/8416 [00:07<01:01, 121.17it/s]
    Epoch 0:  78%|███████▊  | 26190/33666 [15:50<04:31, 27.57it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 941/8416 [00:07<01:01, 121.17it/s]
    Epoch 0:  78%|███████▊  | 26191/33666 [15:50<04:31, 27.57it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 942/8416 [00:07<01:01, 121.16it/s]
    Epoch 0:  78%|███████▊  | 26192/33666 [15:50<04:31, 27.57it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  11%|█         | 943/8416 [00:07<01:01, 121.17it/s]
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    Validation DataLoader 0:  11%|█         | 944/8416 [00:07<01:01, 121.17it/s]
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    Validation DataLoader 0:  12%|█▏        | 971/8416 [00:08<01:01, 121.21it/s]
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    Validation DataLoader 0:  12%|█▏        | 972/8416 [00:08<01:01, 121.21it/s]
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    Validation DataLoader 0:  12%|█▏        | 973/8416 [00:08<01:01, 121.22it/s]
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    Validation DataLoader 0:  12%|█▏        | 974/8416 [00:08<01:01, 121.21it/s]
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    Validation DataLoader 0:  12%|█▏        | 976/8416 [00:08<01:01, 121.21it/s]
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    Validation DataLoader 0:  12%|█▏        | 978/8416 [00:08<01:01, 121.20it/s]
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    Validation DataLoader 0:  12%|█▏        | 980/8416 [00:08<01:01, 121.20it/s]
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    Validation DataLoader 0:  12%|█▏        | 981/8416 [00:08<01:01, 121.20it/s]
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    Validation DataLoader 0:  12%|█▏        | 982/8416 [00:08<01:01, 121.19it/s]
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    Validation DataLoader 0:  12%|█▏        | 983/8416 [00:08<01:01, 121.19it/s]
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    Validation DataLoader 0:  12%|█▏        | 984/8416 [00:08<01:01, 121.20it/s]
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    Validation DataLoader 0:  12%|█▏        | 985/8416 [00:08<01:01, 121.20it/s]
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    Validation DataLoader 0:  12%|█▏        | 986/8416 [00:08<01:01, 121.21it/s]
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    Validation DataLoader 0:  12%|█▏        | 987/8416 [00:08<01:01, 121.22it/s]
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    Validation DataLoader 0:  12%|█▏        | 988/8416 [00:08<01:01, 121.22it/s]
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    Validation DataLoader 0:  12%|█▏        | 989/8416 [00:08<01:01, 121.22it/s]
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    Validation DataLoader 0:  12%|█▏        | 990/8416 [00:08<01:01, 121.22it/s]
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    Validation DataLoader 0:  12%|█▏        | 991/8416 [00:08<01:01, 121.22it/s]
    Epoch 0:  78%|███████▊  | 26241/33666 [15:50<04:28, 27.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 992/8416 [00:08<01:01, 121.22it/s]
    Epoch 0:  78%|███████▊  | 26242/33666 [15:50<04:28, 27.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 993/8416 [00:08<01:01, 121.23it/s]
    Epoch 0:  78%|███████▊  | 26243/33666 [15:50<04:28, 27.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 994/8416 [00:08<01:01, 121.23it/s]
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    Validation DataLoader 0:  12%|█▏        | 995/8416 [00:08<01:01, 121.24it/s]
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    Validation DataLoader 0:  12%|█▏        | 996/8416 [00:08<01:01, 121.24it/s]
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    Validation DataLoader 0:  12%|█▏        | 997/8416 [00:08<01:01, 121.25it/s]
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    Validation DataLoader 0:  12%|█▏        | 998/8416 [00:08<01:01, 121.23it/s]
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    Validation DataLoader 0:  12%|█▏        | 999/8416 [00:08<01:01, 121.23it/s]
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    Validation DataLoader 0:  12%|█▏        | 1000/8416 [00:08<01:01, 121.23it/s]
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    Validation DataLoader 0:  12%|█▏        | 1001/8416 [00:08<01:01, 121.23it/s]
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    Validation DataLoader 0:  12%|█▏        | 1002/8416 [00:08<01:01, 121.23it/s]
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    Validation DataLoader 0:  12%|█▏        | 1003/8416 [00:08<01:01, 121.24it/s]
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    Validation DataLoader 0:  12%|█▏        | 1004/8416 [00:08<01:01, 121.24it/s]
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    Validation DataLoader 0:  12%|█▏        | 1005/8416 [00:08<01:01, 121.23it/s]
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    Validation DataLoader 0:  12%|█▏        | 1006/8416 [00:08<01:01, 121.23it/s]
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    Validation DataLoader 0:  12%|█▏        | 1007/8416 [00:08<01:01, 121.23it/s]
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    Validation DataLoader 0:  12%|█▏        | 1008/8416 [00:08<01:01, 121.22it/s]
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    Validation DataLoader 0:  12%|█▏        | 1009/8416 [00:08<01:01, 121.22it/s]
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    Validation DataLoader 0:  12%|█▏        | 1010/8416 [00:08<01:01, 121.22it/s]
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    Validation DataLoader 0:  12%|█▏        | 1011/8416 [00:08<01:01, 121.22it/s]
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    Validation DataLoader 0:  12%|█▏        | 1012/8416 [00:08<01:01, 121.22it/s]
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    Validation DataLoader 0:  12%|█▏        | 1013/8416 [00:08<01:01, 121.21it/s]
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    Validation DataLoader 0:  12%|█▏        | 1014/8416 [00:08<01:01, 121.21it/s]
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    Validation DataLoader 0:  12%|█▏        | 1015/8416 [00:08<01:01, 121.20it/s]
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    Validation DataLoader 0:  12%|█▏        | 1016/8416 [00:08<01:01, 121.20it/s]
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    Validation DataLoader 0:  12%|█▏        | 1017/8416 [00:08<01:01, 121.18it/s]
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    Validation DataLoader 0:  12%|█▏        | 1018/8416 [00:08<01:01, 121.18it/s]
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    Validation DataLoader 0:  12%|█▏        | 1019/8416 [00:08<01:01, 121.18it/s]
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    Validation DataLoader 0:  12%|█▏        | 1024/8416 [00:08<01:01, 121.18it/s]
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    Validation DataLoader 0:  12%|█▏        | 1026/8416 [00:08<01:00, 121.16it/s]
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    Validation DataLoader 0:  12%|█▏        | 1027/8416 [00:08<01:00, 121.16it/s]
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    Validation DataLoader 0:  12%|█▏        | 1029/8416 [00:08<01:00, 121.16it/s]
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    Validation DataLoader 0:  12%|█▏        | 1030/8416 [00:08<01:00, 121.15it/s]
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    Validation DataLoader 0:  12%|█▏        | 1031/8416 [00:08<01:00, 121.14it/s]
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    Validation DataLoader 0:  12%|█▏        | 1032/8416 [00:08<01:00, 121.14it/s]
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    Validation DataLoader 0:  12%|█▏        | 1033/8416 [00:08<01:00, 121.14it/s]
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    Validation DataLoader 0:  13%|█▎        | 1124/8416 [00:09<01:00, 121.13it/s]
    Epoch 0:  78%|███████▊  | 26374/33666 [15:51<04:23, 27.72it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1125/8416 [00:09<01:00, 121.12it/s]
    Epoch 0:  78%|███████▊  | 26375/33666 [15:51<04:23, 27.72it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1126/8416 [00:09<01:00, 121.12it/s]
    Epoch 0:  78%|███████▊  | 26376/33666 [15:51<04:22, 27.72it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1127/8416 [00:09<01:00, 121.11it/s]
    Epoch 0:  78%|███████▊  | 26377/33666 [15:51<04:22, 27.72it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1128/8416 [00:09<01:00, 121.11it/s]
    Epoch 0:  78%|███████▊  | 26378/33666 [15:51<04:22, 27.72it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1129/8416 [00:09<01:00, 121.12it/s]
    Epoch 0:  78%|███████▊  | 26379/33666 [15:51<04:22, 27.72it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1130/8416 [00:09<01:00, 121.12it/s]
    Epoch 0:  78%|███████▊  | 26380/33666 [15:51<04:22, 27.72it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1131/8416 [00:09<01:00, 121.13it/s]
    Epoch 0:  78%|███████▊  | 26381/33666 [15:51<04:22, 27.72it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1132/8416 [00:09<01:00, 121.13it/s]
    Epoch 0:  78%|███████▊  | 26382/33666 [15:51<04:22, 27.72it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1133/8416 [00:09<01:00, 121.13it/s]
    Epoch 0:  78%|███████▊  | 26383/33666 [15:51<04:22, 27.72it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1134/8416 [00:09<01:00, 121.13it/s]
    Epoch 0:  78%|███████▊  | 26384/33666 [15:51<04:22, 27.73it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1135/8416 [00:09<01:00, 121.13it/s]
    Epoch 0:  78%|███████▊  | 26385/33666 [15:51<04:22, 27.73it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1136/8416 [00:09<01:00, 121.13it/s]
    Epoch 0:  78%|███████▊  | 26386/33666 [15:51<04:22, 27.73it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1137/8416 [00:09<01:00, 121.13it/s]
    Epoch 0:  78%|███████▊  | 26387/33666 [15:51<04:22, 27.73it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1138/8416 [00:09<01:00, 121.14it/s]
    Epoch 0:  78%|███████▊  | 26388/33666 [15:51<04:22, 27.73it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1139/8416 [00:09<01:00, 121.06it/s]
    Epoch 0:  78%|███████▊  | 26389/33666 [15:51<04:22, 27.73it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1140/8416 [00:09<01:00, 121.07it/s]
    Epoch 0:  78%|███████▊  | 26390/33666 [15:51<04:22, 27.73it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1141/8416 [00:09<01:00, 121.07it/s]
    Epoch 0:  78%|███████▊  | 26391/33666 [15:51<04:22, 27.73it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1142/8416 [00:09<01:00, 121.06it/s]
    Epoch 0:  78%|███████▊  | 26392/33666 [15:51<04:22, 27.73it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1143/8416 [00:09<01:00, 121.05it/s]
    Epoch 0:  78%|███████▊  | 26393/33666 [15:51<04:22, 27.73it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1144/8416 [00:09<01:00, 120.96it/s]
    Epoch 0:  78%|███████▊  | 26394/33666 [15:51<04:22, 27.73it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1145/8416 [00:09<01:00, 120.93it/s]
    Epoch 0:  78%|███████▊  | 26395/33666 [15:51<04:22, 27.73it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1146/8416 [00:09<01:00, 120.86it/s]
    Epoch 0:  78%|███████▊  | 26396/33666 [15:51<04:22, 27.73it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1147/8416 [00:09<01:00, 120.85it/s]
    Epoch 0:  78%|███████▊  | 26397/33666 [15:51<04:22, 27.74it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1148/8416 [00:09<01:00, 120.86it/s]
    Epoch 0:  78%|███████▊  | 26398/33666 [15:51<04:22, 27.74it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1149/8416 [00:09<01:00, 120.86it/s]
    Epoch 0:  78%|███████▊  | 26399/33666 [15:51<04:21, 27.74it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1150/8416 [00:09<01:00, 120.86it/s]
    Epoch 0:  78%|███████▊  | 26400/33666 [15:51<04:21, 27.74it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1151/8416 [00:09<01:00, 120.87it/s]
    Epoch 0:  78%|███████▊  | 26401/33666 [15:51<04:21, 27.74it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1152/8416 [00:09<01:00, 120.87it/s]
    Epoch 0:  78%|███████▊  | 26402/33666 [15:51<04:21, 27.74it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1153/8416 [00:09<01:00, 120.87it/s]
    Epoch 0:  78%|███████▊  | 26403/33666 [15:51<04:21, 27.74it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1154/8416 [00:09<01:00, 120.87it/s]
    Epoch 0:  78%|███████▊  | 26404/33666 [15:51<04:21, 27.74it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1155/8416 [00:09<01:00, 120.86it/s]
    Epoch 0:  78%|███████▊  | 26405/33666 [15:51<04:21, 27.74it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1156/8416 [00:09<01:00, 120.86it/s]
    Epoch 0:  78%|███████▊  | 26406/33666 [15:51<04:21, 27.74it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1157/8416 [00:09<01:00, 120.86it/s]
    Epoch 0:  78%|███████▊  | 26407/33666 [15:51<04:21, 27.74it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1158/8416 [00:09<01:00, 120.86it/s]
    Epoch 0:  78%|███████▊  | 26408/33666 [15:51<04:21, 27.74it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1159/8416 [00:09<01:00, 120.87it/s]
    Epoch 0:  78%|███████▊  | 26409/33666 [15:51<04:21, 27.75it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1160/8416 [00:09<01:00, 120.86it/s]
    Epoch 0:  78%|███████▊  | 26410/33666 [15:51<04:21, 27.75it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1161/8416 [00:09<01:00, 120.87it/s]
    Epoch 0:  78%|███████▊  | 26411/33666 [15:51<04:21, 27.75it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1162/8416 [00:09<01:00, 120.87it/s]
    Epoch 0:  78%|███████▊  | 26412/33666 [15:51<04:21, 27.75it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1163/8416 [00:09<01:00, 120.86it/s]
    Epoch 0:  78%|███████▊  | 26413/33666 [15:51<04:21, 27.75it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1164/8416 [00:09<01:00, 120.86it/s]
    Epoch 0:  78%|███████▊  | 26414/33666 [15:51<04:21, 27.75it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1165/8416 [00:09<01:00, 120.84it/s]
    Epoch 0:  78%|███████▊  | 26415/33666 [15:51<04:21, 27.75it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1166/8416 [00:09<00:59, 120.85it/s]
    Epoch 0:  78%|███████▊  | 26416/33666 [15:51<04:21, 27.75it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1167/8416 [00:09<00:59, 120.85it/s]
    Epoch 0:  78%|███████▊  | 26417/33666 [15:51<04:21, 27.75it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1168/8416 [00:09<00:59, 120.85it/s]
    Epoch 0:  78%|███████▊  | 26418/33666 [15:51<04:21, 27.75it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1169/8416 [00:09<00:59, 120.85it/s]
    Epoch 0:  78%|███████▊  | 26419/33666 [15:51<04:21, 27.75it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1170/8416 [00:09<00:59, 120.85it/s]
    Epoch 0:  78%|███████▊  | 26420/33666 [15:51<04:21, 27.75it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1171/8416 [00:09<00:59, 120.85it/s]
    Epoch 0:  78%|███████▊  | 26421/33666 [15:51<04:21, 27.75it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1172/8416 [00:09<00:59, 120.85it/s]
    Epoch 0:  78%|███████▊  | 26422/33666 [15:51<04:20, 27.76it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1173/8416 [00:09<00:59, 120.86it/s]
    Epoch 0:  78%|███████▊  | 26423/33666 [15:51<04:20, 27.76it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1174/8416 [00:09<00:59, 120.86it/s]
    Epoch 0:  78%|███████▊  | 26424/33666 [15:51<04:20, 27.76it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1175/8416 [00:09<00:59, 120.87it/s]
    Epoch 0:  78%|███████▊  | 26425/33666 [15:51<04:20, 27.76it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1176/8416 [00:09<00:59, 120.87it/s]
    Epoch 0:  78%|███████▊  | 26426/33666 [15:51<04:20, 27.76it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1177/8416 [00:09<00:59, 120.88it/s]
    Epoch 0:  78%|███████▊  | 26427/33666 [15:51<04:20, 27.76it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1178/8416 [00:09<00:59, 120.88it/s]
    Epoch 0:  79%|███████▊  | 26428/33666 [15:52<04:20, 27.76it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1179/8416 [00:09<00:59, 120.88it/s]
    Epoch 0:  79%|███████▊  | 26429/33666 [15:52<04:20, 27.76it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1180/8416 [00:09<00:59, 120.88it/s]
    Epoch 0:  79%|███████▊  | 26430/33666 [15:52<04:20, 27.76it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1181/8416 [00:09<00:59, 120.88it/s]
    Epoch 0:  79%|███████▊  | 26431/33666 [15:52<04:20, 27.76it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1182/8416 [00:09<00:59, 120.89it/s]
    Epoch 0:  79%|███████▊  | 26432/33666 [15:52<04:20, 27.76it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1183/8416 [00:09<00:59, 120.89it/s]
    Epoch 0:  79%|███████▊  | 26433/33666 [15:52<04:20, 27.76it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1184/8416 [00:09<00:59, 120.90it/s]
    Epoch 0:  79%|███████▊  | 26434/33666 [15:52<04:20, 27.77it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1185/8416 [00:09<00:59, 120.90it/s]
    Epoch 0:  79%|███████▊  | 26435/33666 [15:52<04:20, 27.77it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1186/8416 [00:09<00:59, 120.91it/s]
    Epoch 0:  79%|███████▊  | 26436/33666 [15:52<04:20, 27.77it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1187/8416 [00:09<00:59, 120.90it/s]
    Epoch 0:  79%|███████▊  | 26437/33666 [15:52<04:20, 27.77it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1188/8416 [00:09<00:59, 120.90it/s]
    Epoch 0:  79%|███████▊  | 26438/33666 [15:52<04:20, 27.77it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1189/8416 [00:09<00:59, 120.91it/s]
    Epoch 0:  79%|███████▊  | 26439/33666 [15:52<04:20, 27.77it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1190/8416 [00:09<00:59, 120.91it/s]
    Epoch 0:  79%|███████▊  | 26440/33666 [15:52<04:20, 27.77it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1191/8416 [00:09<00:59, 120.91it/s]
    Epoch 0:  79%|███████▊  | 26441/33666 [15:52<04:20, 27.77it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1192/8416 [00:09<00:59, 120.91it/s]
    Epoch 0:  79%|███████▊  | 26442/33666 [15:52<04:20, 27.77it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1193/8416 [00:09<00:59, 120.91it/s]
    Epoch 0:  79%|███████▊  | 26443/33666 [15:52<04:20, 27.77it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1194/8416 [00:09<00:59, 120.91it/s]
    Epoch 0:  79%|███████▊  | 26444/33666 [15:52<04:20, 27.77it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1195/8416 [00:09<00:59, 120.91it/s]
    Epoch 0:  79%|███████▊  | 26445/33666 [15:52<04:19, 27.77it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1196/8416 [00:09<00:59, 120.91it/s]
    Epoch 0:  79%|███████▊  | 26446/33666 [15:52<04:19, 27.78it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1197/8416 [00:09<00:59, 120.91it/s]
    Epoch 0:  79%|███████▊  | 26447/33666 [15:52<04:19, 27.78it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1198/8416 [00:09<00:59, 120.92it/s]
    Epoch 0:  79%|███████▊  | 26448/33666 [15:52<04:19, 27.78it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1199/8416 [00:09<00:59, 120.92it/s]
    Epoch 0:  79%|███████▊  | 26449/33666 [15:52<04:19, 27.78it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1200/8416 [00:09<00:59, 120.93it/s]
    Epoch 0:  79%|███████▊  | 26450/33666 [15:52<04:19, 27.78it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1201/8416 [00:09<00:59, 120.93it/s]
    Epoch 0:  79%|███████▊  | 26451/33666 [15:52<04:19, 27.78it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1202/8416 [00:09<00:59, 120.93it/s]
    Epoch 0:  79%|███████▊  | 26452/33666 [15:52<04:19, 27.78it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1203/8416 [00:09<00:59, 120.93it/s]
    Epoch 0:  79%|███████▊  | 26453/33666 [15:52<04:19, 27.78it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1204/8416 [00:09<00:59, 120.93it/s]
    Epoch 0:  79%|███████▊  | 26454/33666 [15:52<04:19, 27.78it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1205/8416 [00:09<00:59, 120.93it/s]
    Epoch 0:  79%|███████▊  | 26455/33666 [15:52<04:19, 27.78it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1206/8416 [00:09<00:59, 120.94it/s]
    Epoch 0:  79%|███████▊  | 26456/33666 [15:52<04:19, 27.78it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1207/8416 [00:09<00:59, 120.94it/s]
    Epoch 0:  79%|███████▊  | 26457/33666 [15:52<04:19, 27.78it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1208/8416 [00:09<00:59, 120.95it/s]
    Epoch 0:  79%|███████▊  | 26458/33666 [15:52<04:19, 27.78it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1209/8416 [00:09<00:59, 120.95it/s]
    Epoch 0:  79%|███████▊  | 26459/33666 [15:52<04:19, 27.79it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1210/8416 [00:10<00:59, 120.95it/s]
    Epoch 0:  79%|███████▊  | 26460/33666 [15:52<04:19, 27.79it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1211/8416 [00:10<00:59, 120.95it/s]
    Epoch 0:  79%|███████▊  | 26461/33666 [15:52<04:19, 27.79it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1212/8416 [00:10<00:59, 120.95it/s]
    Epoch 0:  79%|███████▊  | 26462/33666 [15:52<04:19, 27.79it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1213/8416 [00:10<00:59, 120.96it/s]
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    Epoch 0:  79%|███████▉  | 26554/33666 [15:53<04:15, 27.86it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1305/8416 [00:10<00:58, 121.03it/s]
    Epoch 0:  79%|███████▉  | 26555/33666 [15:53<04:15, 27.86it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1306/8416 [00:10<00:58, 121.02it/s]
    Epoch 0:  79%|███████▉  | 26556/33666 [15:53<04:15, 27.86it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1307/8416 [00:10<00:58, 121.03it/s]
    Epoch 0:  79%|███████▉  | 26557/33666 [15:53<04:15, 27.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1308/8416 [00:10<00:58, 120.97it/s]
    Epoch 0:  79%|███████▉  | 26558/33666 [15:53<04:15, 27.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1309/8416 [00:10<00:58, 120.97it/s]
    Epoch 0:  79%|███████▉  | 26559/33666 [15:53<04:15, 27.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1310/8416 [00:10<00:58, 120.98it/s]
    Epoch 0:  79%|███████▉  | 26560/33666 [15:53<04:14, 27.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1311/8416 [00:10<00:58, 120.98it/s]
    Epoch 0:  79%|███████▉  | 26561/33666 [15:53<04:14, 27.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1312/8416 [00:10<00:58, 120.98it/s]
    Epoch 0:  79%|███████▉  | 26562/33666 [15:53<04:14, 27.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1313/8416 [00:10<00:58, 120.97it/s]
    Epoch 0:  79%|███████▉  | 26563/33666 [15:53<04:14, 27.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1314/8416 [00:10<00:58, 120.96it/s]
    Epoch 0:  79%|███████▉  | 26564/33666 [15:53<04:14, 27.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1315/8416 [00:10<00:58, 120.96it/s]
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    Validation DataLoader 0:  16%|█▌        | 1316/8416 [00:10<00:58, 120.96it/s]
    Epoch 0:  79%|███████▉  | 26566/33666 [15:53<04:14, 27.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1317/8416 [00:10<00:58, 120.96it/s]
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    Validation DataLoader 0:  16%|█▌        | 1318/8416 [00:10<00:58, 120.96it/s]
    Epoch 0:  79%|███████▉  | 26568/33666 [15:53<04:14, 27.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1319/8416 [00:10<00:58, 120.97it/s]
    Epoch 0:  79%|███████▉  | 26569/33666 [15:53<04:14, 27.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1320/8416 [00:10<00:58, 120.96it/s]
    Epoch 0:  79%|███████▉  | 26570/33666 [15:53<04:14, 27.88it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1321/8416 [00:10<00:58, 120.95it/s]
    Epoch 0:  79%|███████▉  | 26571/33666 [15:53<04:14, 27.88it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1322/8416 [00:10<00:58, 120.95it/s]
    Epoch 0:  79%|███████▉  | 26572/33666 [15:53<04:14, 27.88it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1323/8416 [00:10<00:58, 120.96it/s]
    Epoch 0:  79%|███████▉  | 26573/33666 [15:53<04:14, 27.88it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1324/8416 [00:10<00:58, 120.96it/s]
    Epoch 0:  79%|███████▉  | 26574/33666 [15:53<04:14, 27.88it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1325/8416 [00:10<00:58, 120.96it/s]
    Epoch 0:  79%|███████▉  | 26575/33666 [15:53<04:14, 27.88it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1326/8416 [00:10<00:58, 120.96it/s]
    Epoch 0:  79%|███████▉  | 26576/33666 [15:53<04:14, 27.88it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1327/8416 [00:10<00:58, 120.96it/s]
    Epoch 0:  79%|███████▉  | 26577/33666 [15:53<04:14, 27.88it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1328/8416 [00:10<00:58, 120.96it/s]
    Epoch 0:  79%|███████▉  | 26578/33666 [15:53<04:14, 27.88it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1329/8416 [00:10<00:58, 120.96it/s]
    Epoch 0:  79%|███████▉  | 26579/33666 [15:53<04:14, 27.88it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1330/8416 [00:10<00:58, 120.95it/s]
    Epoch 0:  79%|███████▉  | 26580/33666 [15:53<04:14, 27.88it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1331/8416 [00:11<00:58, 120.95it/s]
    Epoch 0:  79%|███████▉  | 26581/33666 [15:53<04:14, 27.88it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1332/8416 [00:11<00:58, 120.95it/s]
    Epoch 0:  79%|███████▉  | 26582/33666 [15:53<04:14, 27.89it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1333/8416 [00:11<00:58, 120.95it/s]
    Epoch 0:  79%|███████▉  | 26583/33666 [15:53<04:13, 27.89it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1334/8416 [00:11<00:58, 120.95it/s]
    Epoch 0:  79%|███████▉  | 26584/33666 [15:53<04:13, 27.89it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1335/8416 [00:11<00:58, 120.96it/s]
    Epoch 0:  79%|███████▉  | 26585/33666 [15:53<04:13, 27.89it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1336/8416 [00:11<00:58, 120.95it/s]
    Epoch 0:  79%|███████▉  | 26586/33666 [15:53<04:13, 27.89it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1337/8416 [00:11<00:58, 120.95it/s]
    Epoch 0:  79%|███████▉  | 26587/33666 [15:53<04:13, 27.89it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1338/8416 [00:11<00:58, 120.94it/s]
    Epoch 0:  79%|███████▉  | 26588/33666 [15:53<04:13, 27.89it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1339/8416 [00:11<00:58, 120.95it/s]
    Epoch 0:  79%|███████▉  | 26589/33666 [15:53<04:13, 27.89it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1340/8416 [00:11<00:58, 120.95it/s]
    Epoch 0:  79%|███████▉  | 26590/33666 [15:53<04:13, 27.89it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1341/8416 [00:11<00:58, 120.95it/s]
    Epoch 0:  79%|███████▉  | 26591/33666 [15:53<04:13, 27.89it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1342/8416 [00:11<00:58, 120.95it/s]
    Epoch 0:  79%|███████▉  | 26592/33666 [15:53<04:13, 27.89it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1343/8416 [00:11<00:58, 120.95it/s]
    Epoch 0:  79%|███████▉  | 26593/33666 [15:53<04:13, 27.89it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1344/8416 [00:11<00:58, 120.95it/s]
    Epoch 0:  79%|███████▉  | 26594/33666 [15:53<04:13, 27.89it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1345/8416 [00:11<00:58, 120.95it/s]
    Epoch 0:  79%|███████▉  | 26595/33666 [15:53<04:13, 27.90it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1346/8416 [00:11<00:58, 120.94it/s]
    Epoch 0:  79%|███████▉  | 26596/33666 [15:53<04:13, 27.90it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1347/8416 [00:11<00:58, 120.94it/s]
    Epoch 0:  79%|███████▉  | 26597/33666 [15:53<04:13, 27.90it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1348/8416 [00:11<00:58, 120.95it/s]
    Epoch 0:  79%|███████▉  | 26598/33666 [15:53<04:13, 27.90it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1349/8416 [00:11<00:58, 120.95it/s]
    Epoch 0:  79%|███████▉  | 26599/33666 [15:53<04:13, 27.90it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1350/8416 [00:11<00:58, 120.95it/s]
    Epoch 0:  79%|███████▉  | 26600/33666 [15:53<04:13, 27.90it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1351/8416 [00:11<00:58, 120.95it/s]
    Epoch 0:  79%|███████▉  | 26601/33666 [15:53<04:13, 27.90it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1352/8416 [00:11<00:58, 120.88it/s]
    Epoch 0:  79%|███████▉  | 26602/33666 [15:53<04:13, 27.90it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1353/8416 [00:11<00:58, 120.88it/s]
    Epoch 0:  79%|███████▉  | 26603/33666 [15:53<04:13, 27.90it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1354/8416 [00:11<00:58, 120.88it/s]
    Epoch 0:  79%|███████▉  | 26604/33666 [15:53<04:13, 27.90it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1355/8416 [00:11<00:58, 120.89it/s]
    Epoch 0:  79%|███████▉  | 26605/33666 [15:53<04:13, 27.90it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1356/8416 [00:11<00:58, 120.89it/s]
    Epoch 0:  79%|███████▉  | 26606/33666 [15:53<04:13, 27.90it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1357/8416 [00:11<00:58, 120.89it/s]
    Epoch 0:  79%|███████▉  | 26607/33666 [15:53<04:12, 27.91it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1358/8416 [00:11<00:58, 120.89it/s]
    Epoch 0:  79%|███████▉  | 26608/33666 [15:53<04:12, 27.91it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1359/8416 [00:11<00:58, 120.89it/s]
    Epoch 0:  79%|███████▉  | 26609/33666 [15:53<04:12, 27.91it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1360/8416 [00:11<00:58, 120.89it/s]
    Epoch 0:  79%|███████▉  | 26610/33666 [15:53<04:12, 27.91it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1361/8416 [00:11<00:58, 120.89it/s]
    Epoch 0:  79%|███████▉  | 26611/33666 [15:53<04:12, 27.91it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1362/8416 [00:11<00:58, 120.88it/s]
    Epoch 0:  79%|███████▉  | 26612/33666 [15:53<04:12, 27.91it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1363/8416 [00:11<00:58, 120.88it/s]
    Epoch 0:  79%|███████▉  | 26613/33666 [15:53<04:12, 27.91it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1364/8416 [00:11<00:58, 120.89it/s]
    Epoch 0:  79%|███████▉  | 26614/33666 [15:53<04:12, 27.91it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1365/8416 [00:11<00:58, 120.89it/s]
    Epoch 0:  79%|███████▉  | 26615/33666 [15:53<04:12, 27.91it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1366/8416 [00:11<00:58, 120.89it/s]
    Epoch 0:  79%|███████▉  | 26616/33666 [15:53<04:12, 27.91it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1367/8416 [00:11<00:58, 120.89it/s]
    Epoch 0:  79%|███████▉  | 26617/33666 [15:53<04:12, 27.91it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1368/8416 [00:11<00:58, 120.90it/s]
    Epoch 0:  79%|███████▉  | 26618/33666 [15:53<04:12, 27.91it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1369/8416 [00:11<00:58, 120.89it/s]
    Epoch 0:  79%|███████▉  | 26619/33666 [15:53<04:12, 27.91it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1370/8416 [00:11<00:58, 120.89it/s]
    Epoch 0:  79%|███████▉  | 26620/33666 [15:53<04:12, 27.92it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1371/8416 [00:11<00:58, 120.90it/s]
    Epoch 0:  79%|███████▉  | 26621/33666 [15:53<04:12, 27.92it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1372/8416 [00:11<00:58, 120.90it/s]
    Epoch 0:  79%|███████▉  | 26622/33666 [15:53<04:12, 27.92it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1373/8416 [00:11<00:58, 120.91it/s]
    Epoch 0:  79%|███████▉  | 26623/33666 [15:53<04:12, 27.92it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1374/8416 [00:11<00:58, 120.91it/s]
    Epoch 0:  79%|███████▉  | 26624/33666 [15:53<04:12, 27.92it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1375/8416 [00:11<00:58, 120.92it/s]
    Epoch 0:  79%|███████▉  | 26625/33666 [15:53<04:12, 27.92it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1376/8416 [00:11<00:58, 120.92it/s]
    Epoch 0:  79%|███████▉  | 26626/33666 [15:53<04:12, 27.92it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1377/8416 [00:11<00:58, 120.91it/s]
    Epoch 0:  79%|███████▉  | 26627/33666 [15:53<04:12, 27.92it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1378/8416 [00:11<00:58, 120.91it/s]
    Epoch 0:  79%|███████▉  | 26628/33666 [15:53<04:12, 27.92it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1379/8416 [00:11<00:58, 120.92it/s]
    Epoch 0:  79%|███████▉  | 26629/33666 [15:53<04:12, 27.92it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1380/8416 [00:11<00:58, 120.92it/s]
    Epoch 0:  79%|███████▉  | 26630/33666 [15:53<04:11, 27.92it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1381/8416 [00:11<00:58, 120.92it/s]
    Epoch 0:  79%|███████▉  | 26631/33666 [15:53<04:11, 27.92it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1382/8416 [00:11<00:58, 120.93it/s]
    Epoch 0:  79%|███████▉  | 26632/33666 [15:53<04:11, 27.93it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1383/8416 [00:11<00:58, 120.93it/s]
    Epoch 0:  79%|███████▉  | 26633/33666 [15:53<04:11, 27.93it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1384/8416 [00:11<00:58, 120.94it/s]
    Epoch 0:  79%|███████▉  | 26634/33666 [15:53<04:11, 27.93it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1385/8416 [00:11<00:58, 120.93it/s]
    Epoch 0:  79%|███████▉  | 26635/33666 [15:53<04:11, 27.93it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1386/8416 [00:11<00:58, 120.93it/s]
    Epoch 0:  79%|███████▉  | 26636/33666 [15:53<04:11, 27.93it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1387/8416 [00:11<00:58, 120.94it/s]
    Epoch 0:  79%|███████▉  | 26637/33666 [15:53<04:11, 27.93it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1388/8416 [00:11<00:58, 120.94it/s]
    Epoch 0:  79%|███████▉  | 26638/33666 [15:53<04:11, 27.93it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1389/8416 [00:11<00:58, 120.94it/s]
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    Validation DataLoader 0:  17%|█▋        | 1390/8416 [00:11<00:58, 120.95it/s]
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    Validation DataLoader 0:  17%|█▋        | 1391/8416 [00:11<00:58, 120.95it/s]
    Epoch 0:  79%|███████▉  | 26641/33666 [15:53<04:11, 27.93it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1392/8416 [00:11<00:58, 120.96it/s]
    Epoch 0:  79%|███████▉  | 26642/33666 [15:53<04:11, 27.93it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1393/8416 [00:11<00:58, 120.95it/s]
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    Validation DataLoader 0:  17%|█▋        | 1394/8416 [00:11<00:58, 120.95it/s]
    Epoch 0:  79%|███████▉  | 26644/33666 [15:53<04:11, 27.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1395/8416 [00:11<00:58, 120.96it/s]
    Epoch 0:  79%|███████▉  | 26645/33666 [15:53<04:11, 27.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1396/8416 [00:11<00:58, 120.96it/s]
    Epoch 0:  79%|███████▉  | 26646/33666 [15:53<04:11, 27.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1397/8416 [00:11<00:58, 120.97it/s]
    Epoch 0:  79%|███████▉  | 26647/33666 [15:53<04:11, 27.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1398/8416 [00:11<00:58, 120.97it/s]
    Epoch 0:  79%|███████▉  | 26648/33666 [15:53<04:11, 27.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1399/8416 [00:11<00:58, 120.97it/s]
    Epoch 0:  79%|███████▉  | 26649/33666 [15:53<04:11, 27.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1400/8416 [00:11<00:57, 120.98it/s]
    Epoch 0:  79%|███████▉  | 26650/33666 [15:53<04:11, 27.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1401/8416 [00:11<00:57, 120.97it/s]
    Epoch 0:  79%|███████▉  | 26651/33666 [15:53<04:11, 27.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1402/8416 [00:11<00:57, 120.97it/s]
    Epoch 0:  79%|███████▉  | 26652/33666 [15:53<04:11, 27.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1403/8416 [00:11<00:57, 120.98it/s]
    Epoch 0:  79%|███████▉  | 26653/33666 [15:53<04:10, 27.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1404/8416 [00:11<00:57, 120.98it/s]
    Epoch 0:  79%|███████▉  | 26654/33666 [15:53<04:10, 27.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1405/8416 [00:11<00:57, 120.98it/s]
    Epoch 0:  79%|███████▉  | 26655/33666 [15:53<04:10, 27.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1406/8416 [00:11<00:57, 120.99it/s]
    Epoch 0:  79%|███████▉  | 26656/33666 [15:53<04:10, 27.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1407/8416 [00:11<00:57, 120.99it/s]
    Epoch 0:  79%|███████▉  | 26657/33666 [15:53<04:10, 27.95it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1408/8416 [00:11<00:57, 120.99it/s]
    Epoch 0:  79%|███████▉  | 26658/33666 [15:53<04:10, 27.95it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1409/8416 [00:11<00:57, 120.99it/s]
    Epoch 0:  79%|███████▉  | 26659/33666 [15:53<04:10, 27.95it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1410/8416 [00:11<00:57, 120.99it/s]
    Epoch 0:  79%|███████▉  | 26660/33666 [15:53<04:10, 27.95it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1411/8416 [00:11<00:57, 120.99it/s]
    Epoch 0:  79%|███████▉  | 26661/33666 [15:53<04:10, 27.95it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1412/8416 [00:11<00:57, 121.00it/s]
    Epoch 0:  79%|███████▉  | 26662/33666 [15:53<04:10, 27.95it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1413/8416 [00:11<00:57, 121.00it/s]
    Epoch 0:  79%|███████▉  | 26663/33666 [15:53<04:10, 27.95it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1414/8416 [00:11<00:57, 121.01it/s]
    Epoch 0:  79%|███████▉  | 26664/33666 [15:53<04:10, 27.95it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1415/8416 [00:11<00:57, 121.01it/s]
    Epoch 0:  79%|███████▉  | 26665/33666 [15:53<04:10, 27.95it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1416/8416 [00:11<00:57, 121.00it/s]
    Epoch 0:  79%|███████▉  | 26666/33666 [15:53<04:10, 27.95it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1417/8416 [00:11<00:57, 121.00it/s]
    Epoch 0:  79%|███████▉  | 26667/33666 [15:53<04:10, 27.95it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1418/8416 [00:11<00:57, 121.00it/s]
    Epoch 0:  79%|███████▉  | 26668/33666 [15:53<04:10, 27.95it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1419/8416 [00:11<00:57, 121.00it/s]
    Epoch 0:  79%|███████▉  | 26669/33666 [15:53<04:10, 27.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1420/8416 [00:11<00:57, 121.01it/s]
    Epoch 0:  79%|███████▉  | 26670/33666 [15:53<04:10, 27.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1421/8416 [00:11<00:57, 121.01it/s]
    Epoch 0:  79%|███████▉  | 26671/33666 [15:54<04:10, 27.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1422/8416 [00:11<00:57, 121.02it/s]
    Epoch 0:  79%|███████▉  | 26672/33666 [15:54<04:10, 27.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1423/8416 [00:11<00:57, 121.02it/s]
    Epoch 0:  79%|███████▉  | 26673/33666 [15:54<04:10, 27.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1424/8416 [00:11<00:57, 121.02it/s]
    Epoch 0:  79%|███████▉  | 26674/33666 [15:54<04:10, 27.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1425/8416 [00:11<00:57, 121.02it/s]
    Epoch 0:  79%|███████▉  | 26675/33666 [15:54<04:10, 27.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1426/8416 [00:11<00:57, 121.02it/s]
    Epoch 0:  79%|███████▉  | 26676/33666 [15:54<04:09, 27.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1427/8416 [00:11<00:57, 121.02it/s]
    Epoch 0:  79%|███████▉  | 26677/33666 [15:54<04:09, 27.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1428/8416 [00:11<00:57, 121.03it/s]
    Epoch 0:  79%|███████▉  | 26678/33666 [15:54<04:09, 27.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1429/8416 [00:11<00:57, 121.03it/s]
    Epoch 0:  79%|███████▉  | 26679/33666 [15:54<04:09, 27.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1430/8416 [00:11<00:57, 121.03it/s]
    Epoch 0:  79%|███████▉  | 26680/33666 [15:54<04:09, 27.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1431/8416 [00:11<00:57, 121.04it/s]
    Epoch 0:  79%|███████▉  | 26681/33666 [15:54<04:09, 27.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1432/8416 [00:11<00:57, 121.04it/s]
    Epoch 0:  79%|███████▉  | 26682/33666 [15:54<04:09, 27.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1433/8416 [00:11<00:57, 121.01it/s]
    Epoch 0:  79%|███████▉  | 26683/33666 [15:54<04:09, 27.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1434/8416 [00:11<00:57, 121.01it/s]
    Epoch 0:  79%|███████▉  | 26684/33666 [15:54<04:09, 27.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1435/8416 [00:11<00:57, 121.01it/s]
    Epoch 0:  79%|███████▉  | 26685/33666 [15:54<04:09, 27.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1436/8416 [00:11<00:57, 121.01it/s]
    Epoch 0:  79%|███████▉  | 26686/33666 [15:54<04:09, 27.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1437/8416 [00:11<00:57, 121.01it/s]
    Epoch 0:  79%|███████▉  | 26687/33666 [15:54<04:09, 27.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1438/8416 [00:11<00:57, 121.01it/s]
    Epoch 0:  79%|███████▉  | 26688/33666 [15:54<04:09, 27.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1439/8416 [00:11<00:57, 121.01it/s]
    Epoch 0:  79%|███████▉  | 26689/33666 [15:54<04:09, 27.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1440/8416 [00:11<00:57, 121.01it/s]
    Epoch 0:  79%|███████▉  | 26690/33666 [15:54<04:09, 27.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1441/8416 [00:11<00:57, 121.00it/s]
    Epoch 0:  79%|███████▉  | 26691/33666 [15:54<04:09, 27.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1442/8416 [00:11<00:57, 121.00it/s]
    Epoch 0:  79%|███████▉  | 26692/33666 [15:54<04:09, 27.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1443/8416 [00:11<00:57, 121.00it/s]
    Epoch 0:  79%|███████▉  | 26693/33666 [15:54<04:09, 27.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1444/8416 [00:11<00:57, 121.00it/s]
    Epoch 0:  79%|███████▉  | 26694/33666 [15:54<04:09, 27.98it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1445/8416 [00:11<00:57, 121.01it/s]
    Epoch 0:  79%|███████▉  | 26695/33666 [15:54<04:09, 27.98it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1446/8416 [00:11<00:57, 121.01it/s]
    Epoch 0:  79%|███████▉  | 26696/33666 [15:54<04:09, 27.98it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1447/8416 [00:11<00:57, 121.01it/s]
    Epoch 0:  79%|███████▉  | 26697/33666 [15:54<04:09, 27.98it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1448/8416 [00:11<00:57, 121.01it/s]
    Epoch 0:  79%|███████▉  | 26698/33666 [15:54<04:09, 27.98it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1449/8416 [00:11<00:57, 121.00it/s]
    Epoch 0:  79%|███████▉  | 26699/33666 [15:54<04:09, 27.98it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1450/8416 [00:11<00:57, 121.00it/s]
    Epoch 0:  79%|███████▉  | 26700/33666 [15:54<04:08, 27.98it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1451/8416 [00:11<00:57, 121.00it/s]
    Epoch 0:  79%|███████▉  | 26701/33666 [15:54<04:08, 27.98it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1452/8416 [00:11<00:57, 121.00it/s]
    Epoch 0:  79%|███████▉  | 26702/33666 [15:54<04:08, 27.98it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1453/8416 [00:12<00:57, 121.00it/s]
    Epoch 0:  79%|███████▉  | 26703/33666 [15:54<04:08, 27.98it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1454/8416 [00:12<00:57, 121.00it/s]
    Epoch 0:  79%|███████▉  | 26704/33666 [15:54<04:08, 27.98it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1455/8416 [00:12<00:57, 121.00it/s]
    Epoch 0:  79%|███████▉  | 26705/33666 [15:54<04:08, 27.98it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1456/8416 [00:12<00:57, 121.00it/s]
    Epoch 0:  79%|███████▉  | 26706/33666 [15:54<04:08, 27.99it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1457/8416 [00:12<00:57, 120.99it/s]
    Epoch 0:  79%|███████▉  | 26707/33666 [15:54<04:08, 27.99it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1458/8416 [00:12<00:57, 120.99it/s]
    Epoch 0:  79%|███████▉  | 26708/33666 [15:54<04:08, 27.99it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1459/8416 [00:12<00:57, 120.99it/s]
    Epoch 0:  79%|███████▉  | 26709/33666 [15:54<04:08, 27.99it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1460/8416 [00:12<00:57, 121.00it/s]
    Epoch 0:  79%|███████▉  | 26710/33666 [15:54<04:08, 27.99it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1461/8416 [00:12<00:57, 121.00it/s]
    Epoch 0:  79%|███████▉  | 26711/33666 [15:54<04:08, 27.99it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1462/8416 [00:12<00:57, 121.01it/s]
    Epoch 0:  79%|███████▉  | 26712/33666 [15:54<04:08, 27.99it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1463/8416 [00:12<00:57, 121.01it/s]
    Epoch 0:  79%|███████▉  | 26713/33666 [15:54<04:08, 27.99it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1464/8416 [00:12<00:57, 121.01it/s]
    Epoch 0:  79%|███████▉  | 26714/33666 [15:54<04:08, 27.99it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1465/8416 [00:12<00:57, 121.01it/s]
    Epoch 0:  79%|███████▉  | 26715/33666 [15:54<04:08, 27.99it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1466/8416 [00:12<00:57, 121.00it/s]
    Epoch 0:  79%|███████▉  | 26716/33666 [15:54<04:08, 27.99it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1467/8416 [00:12<00:57, 120.98it/s]
    Epoch 0:  79%|███████▉  | 26717/33666 [15:54<04:08, 27.99it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1468/8416 [00:12<00:57, 120.99it/s]
    Epoch 0:  79%|███████▉  | 26718/33666 [15:54<04:08, 27.99it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1469/8416 [00:12<00:57, 120.99it/s]
    Epoch 0:  79%|███████▉  | 26719/33666 [15:54<04:08, 28.00it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1470/8416 [00:12<00:57, 120.99it/s]
    Epoch 0:  79%|███████▉  | 26720/33666 [15:54<04:08, 28.00it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1471/8416 [00:12<00:57, 120.99it/s]
    Epoch 0:  79%|███████▉  | 26721/33666 [15:54<04:08, 28.00it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1472/8416 [00:12<00:57, 121.00it/s]
    Epoch 0:  79%|███████▉  | 26722/33666 [15:54<04:08, 28.00it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1473/8416 [00:12<00:57, 120.99it/s]
    Epoch 0:  79%|███████▉  | 26723/33666 [15:54<04:07, 28.00it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1474/8416 [00:12<00:57, 120.97it/s]
    Epoch 0:  79%|███████▉  | 26724/33666 [15:54<04:07, 28.00it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1475/8416 [00:12<00:57, 120.97it/s]
    Epoch 0:  79%|███████▉  | 26725/33666 [15:54<04:07, 28.00it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1476/8416 [00:12<00:57, 120.97it/s]
    Epoch 0:  79%|███████▉  | 26726/33666 [15:54<04:07, 28.00it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1477/8416 [00:12<00:57, 120.97it/s]
    Epoch 0:  79%|███████▉  | 26727/33666 [15:54<04:07, 28.00it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1478/8416 [00:12<00:57, 120.97it/s]
    Epoch 0:  79%|███████▉  | 26728/33666 [15:54<04:07, 28.00it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1479/8416 [00:12<00:57, 120.97it/s]
    Epoch 0:  79%|███████▉  | 26729/33666 [15:54<04:07, 28.00it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1480/8416 [00:12<00:57, 120.97it/s]
    Epoch 0:  79%|███████▉  | 26730/33666 [15:54<04:07, 28.00it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1481/8416 [00:12<00:57, 120.96it/s]
    Epoch 0:  79%|███████▉  | 26731/33666 [15:54<04:07, 28.01it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1482/8416 [00:12<00:57, 120.96it/s]
    Epoch 0:  79%|███████▉  | 26732/33666 [15:54<04:07, 28.01it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1483/8416 [00:12<00:57, 120.97it/s]
    Epoch 0:  79%|███████▉  | 26733/33666 [15:54<04:07, 28.01it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1484/8416 [00:12<00:57, 120.97it/s]
    Epoch 0:  79%|███████▉  | 26734/33666 [15:54<04:07, 28.01it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1485/8416 [00:12<00:57, 120.97it/s]
    Epoch 0:  79%|███████▉  | 26735/33666 [15:54<04:07, 28.01it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1486/8416 [00:12<00:57, 120.98it/s]
    Epoch 0:  79%|███████▉  | 26736/33666 [15:54<04:07, 28.01it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1487/8416 [00:12<00:57, 120.98it/s]
    Epoch 0:  79%|███████▉  | 26737/33666 [15:54<04:07, 28.01it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1488/8416 [00:12<00:57, 120.98it/s]
    Epoch 0:  79%|███████▉  | 26738/33666 [15:54<04:07, 28.01it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1489/8416 [00:12<00:57, 120.98it/s]
    Epoch 0:  79%|███████▉  | 26739/33666 [15:54<04:07, 28.01it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1490/8416 [00:12<00:57, 120.98it/s]
    Epoch 0:  79%|███████▉  | 26740/33666 [15:54<04:07, 28.01it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1491/8416 [00:12<00:57, 120.99it/s]
    Epoch 0:  79%|███████▉  | 26741/33666 [15:54<04:07, 28.01it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1492/8416 [00:12<00:57, 120.99it/s]
    Epoch 0:  79%|███████▉  | 26742/33666 [15:54<04:07, 28.01it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1493/8416 [00:12<00:57, 120.99it/s]
    Epoch 0:  79%|███████▉  | 26743/33666 [15:54<04:07, 28.01it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1494/8416 [00:12<00:57, 121.00it/s]
    Epoch 0:  79%|███████▉  | 26744/33666 [15:54<04:07, 28.02it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1495/8416 [00:12<00:57, 121.00it/s]
    Epoch 0:  79%|███████▉  | 26745/33666 [15:54<04:07, 28.02it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1496/8416 [00:12<00:57, 121.00it/s]
    Epoch 0:  79%|███████▉  | 26746/33666 [15:54<04:06, 28.02it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1497/8416 [00:12<00:57, 121.00it/s]
    Epoch 0:  79%|███████▉  | 26747/33666 [15:54<04:06, 28.02it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1498/8416 [00:12<00:57, 121.00it/s]
    Epoch 0:  79%|███████▉  | 26748/33666 [15:54<04:06, 28.02it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1499/8416 [00:12<00:57, 121.00it/s]
    Epoch 0:  79%|███████▉  | 26749/33666 [15:54<04:06, 28.02it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1500/8416 [00:12<00:57, 121.01it/s]
    Epoch 0:  79%|███████▉  | 26750/33666 [15:54<04:06, 28.02it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1501/8416 [00:12<00:57, 121.01it/s]
    Epoch 0:  79%|███████▉  | 26751/33666 [15:54<04:06, 28.02it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1502/8416 [00:12<00:57, 121.01it/s]
    Epoch 0:  79%|███████▉  | 26752/33666 [15:54<04:06, 28.02it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1503/8416 [00:12<00:57, 121.01it/s]
    Epoch 0:  79%|███████▉  | 26753/33666 [15:54<04:06, 28.02it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1504/8416 [00:12<00:57, 120.95it/s]
    Epoch 0:  79%|███████▉  | 26754/33666 [15:54<04:06, 28.02it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1505/8416 [00:12<00:57, 120.95it/s]
    Epoch 0:  79%|███████▉  | 26755/33666 [15:54<04:06, 28.02it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1506/8416 [00:12<00:57, 120.95it/s]
    Epoch 0:  79%|███████▉  | 26756/33666 [15:54<04:06, 28.03it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1507/8416 [00:12<00:57, 120.95it/s]
    Epoch 0:  79%|███████▉  | 26757/33666 [15:54<04:06, 28.03it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1508/8416 [00:12<00:57, 120.95it/s]
    Epoch 0:  79%|███████▉  | 26758/33666 [15:54<04:06, 28.03it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1509/8416 [00:12<00:57, 120.95it/s]
    Epoch 0:  79%|███████▉  | 26759/33666 [15:54<04:06, 28.03it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1510/8416 [00:12<00:57, 120.95it/s]
    Epoch 0:  79%|███████▉  | 26760/33666 [15:54<04:06, 28.03it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1511/8416 [00:12<00:57, 120.96it/s]
    Epoch 0:  79%|███████▉  | 26761/33666 [15:54<04:06, 28.03it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1512/8416 [00:12<00:57, 120.94it/s]
    Epoch 0:  79%|███████▉  | 26762/33666 [15:54<04:06, 28.03it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1513/8416 [00:12<00:57, 120.92it/s]
    Epoch 0:  79%|███████▉  | 26763/33666 [15:54<04:06, 28.03it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1514/8416 [00:12<00:57, 120.92it/s]
    Epoch 0:  79%|███████▉  | 26764/33666 [15:54<04:06, 28.03it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1515/8416 [00:12<00:57, 120.93it/s]
    Epoch 0:  80%|███████▉  | 26765/33666 [15:54<04:06, 28.03it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1516/8416 [00:12<00:57, 120.93it/s]
    Epoch 0:  80%|███████▉  | 26766/33666 [15:54<04:06, 28.03it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1517/8416 [00:12<00:57, 120.93it/s]
    Epoch 0:  80%|███████▉  | 26767/33666 [15:54<04:06, 28.03it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1518/8416 [00:12<00:57, 120.93it/s]
    Epoch 0:  80%|███████▉  | 26768/33666 [15:54<04:06, 28.03it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1519/8416 [00:12<00:57, 120.93it/s]
    Epoch 0:  80%|███████▉  | 26769/33666 [15:54<04:06, 28.04it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1520/8416 [00:12<00:57, 120.91it/s]
    Epoch 0:  80%|███████▉  | 26770/33666 [15:54<04:05, 28.04it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1521/8416 [00:12<00:57, 120.90it/s]
    Epoch 0:  80%|███████▉  | 26771/33666 [15:54<04:05, 28.04it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1522/8416 [00:12<00:57, 120.90it/s]
    Epoch 0:  80%|███████▉  | 26772/33666 [15:54<04:05, 28.04it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1523/8416 [00:12<00:57, 120.90it/s]
    Epoch 0:  80%|███████▉  | 26773/33666 [15:54<04:05, 28.04it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1524/8416 [00:12<00:57, 120.90it/s]
    Epoch 0:  80%|███████▉  | 26774/33666 [15:54<04:05, 28.04it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1525/8416 [00:12<00:56, 120.90it/s]
    Epoch 0:  80%|███████▉  | 26775/33666 [15:54<04:05, 28.04it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1526/8416 [00:12<00:56, 120.90it/s]
    Epoch 0:  80%|███████▉  | 26776/33666 [15:54<04:05, 28.04it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1527/8416 [00:12<00:56, 120.91it/s]
    Epoch 0:  80%|███████▉  | 26777/33666 [15:54<04:05, 28.04it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1528/8416 [00:12<00:56, 120.89it/s]
    Epoch 0:  80%|███████▉  | 26778/33666 [15:54<04:05, 28.04it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1529/8416 [00:12<00:56, 120.88it/s]
    Epoch 0:  80%|███████▉  | 26779/33666 [15:54<04:05, 28.04it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1530/8416 [00:12<00:56, 120.88it/s]
    Epoch 0:  80%|███████▉  | 26780/33666 [15:54<04:05, 28.04it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1531/8416 [00:12<00:56, 120.88it/s]
    Epoch 0:  80%|███████▉  | 26781/33666 [15:54<04:05, 28.05it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1532/8416 [00:12<00:56, 120.88it/s]
    Epoch 0:  80%|███████▉  | 26782/33666 [15:54<04:05, 28.05it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1533/8416 [00:12<00:56, 120.88it/s]
    Epoch 0:  80%|███████▉  | 26783/33666 [15:54<04:05, 28.05it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1534/8416 [00:12<00:56, 120.88it/s]
    Epoch 0:  80%|███████▉  | 26784/33666 [15:54<04:05, 28.05it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1535/8416 [00:12<00:56, 120.88it/s]
    Epoch 0:  80%|███████▉  | 26785/33666 [15:54<04:05, 28.05it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1536/8416 [00:12<00:56, 120.86it/s]
    Epoch 0:  80%|███████▉  | 26786/33666 [15:54<04:05, 28.05it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1537/8416 [00:12<00:56, 120.86it/s]
    Epoch 0:  80%|███████▉  | 26787/33666 [15:54<04:05, 28.05it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1538/8416 [00:12<00:56, 120.86it/s]
    Epoch 0:  80%|███████▉  | 26788/33666 [15:54<04:05, 28.05it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1539/8416 [00:12<00:56, 120.86it/s]
    Epoch 0:  80%|███████▉  | 26789/33666 [15:54<04:05, 28.05it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1540/8416 [00:12<00:56, 120.86it/s]
    Epoch 0:  80%|███████▉  | 26790/33666 [15:54<04:05, 28.05it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1541/8416 [00:12<00:56, 120.86it/s]
    Epoch 0:  80%|███████▉  | 26791/33666 [15:55<04:05, 28.05it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1542/8416 [00:12<00:56, 120.86it/s]
    Epoch 0:  80%|███████▉  | 26792/33666 [15:55<04:05, 28.05it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1543/8416 [00:12<00:56, 120.86it/s]
    Epoch 0:  80%|███████▉  | 26793/33666 [15:55<04:04, 28.05it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1544/8416 [00:12<00:56, 120.83it/s]
    Epoch 0:  80%|███████▉  | 26794/33666 [15:55<04:04, 28.06it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1545/8416 [00:12<00:56, 120.83it/s]
    Epoch 0:  80%|███████▉  | 26795/33666 [15:55<04:04, 28.06it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1546/8416 [00:12<00:56, 120.83it/s]
    Epoch 0:  80%|███████▉  | 26796/33666 [15:55<04:04, 28.06it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1547/8416 [00:12<00:56, 120.83it/s]
    Epoch 0:  80%|███████▉  | 26797/33666 [15:55<04:04, 28.06it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1548/8416 [00:12<00:56, 120.83it/s]
    Epoch 0:  80%|███████▉  | 26798/33666 [15:55<04:04, 28.06it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1549/8416 [00:12<00:56, 120.83it/s]
    Epoch 0:  80%|███████▉  | 26799/33666 [15:55<04:04, 28.06it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1550/8416 [00:12<00:56, 120.83it/s]
    Epoch 0:  80%|███████▉  | 26800/33666 [15:55<04:04, 28.06it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1551/8416 [00:12<00:56, 120.83it/s]
    Epoch 0:  80%|███████▉  | 26801/33666 [15:55<04:04, 28.06it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1552/8416 [00:12<00:56, 120.81it/s]
    Epoch 0:  80%|███████▉  | 26802/33666 [15:55<04:04, 28.06it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1553/8416 [00:12<00:56, 120.80it/s]
    Epoch 0:  80%|███████▉  | 26803/33666 [15:55<04:04, 28.06it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1554/8416 [00:12<00:56, 120.80it/s]
    Epoch 0:  80%|███████▉  | 26804/33666 [15:55<04:04, 28.06it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1555/8416 [00:12<00:56, 120.81it/s]
    Epoch 0:  80%|███████▉  | 26805/33666 [15:55<04:04, 28.06it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1556/8416 [00:12<00:56, 120.81it/s]
    Epoch 0:  80%|███████▉  | 26806/33666 [15:55<04:04, 28.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1557/8416 [00:12<00:56, 120.81it/s]
    Epoch 0:  80%|███████▉  | 26807/33666 [15:55<04:04, 28.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1558/8416 [00:12<00:56, 120.81it/s]
    Epoch 0:  80%|███████▉  | 26808/33666 [15:55<04:04, 28.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1559/8416 [00:12<00:56, 120.81it/s]
    Epoch 0:  80%|███████▉  | 26809/33666 [15:55<04:04, 28.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1560/8416 [00:12<00:56, 120.79it/s]
    Epoch 0:  80%|███████▉  | 26810/33666 [15:55<04:04, 28.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1561/8416 [00:12<00:56, 120.78it/s]
    Epoch 0:  80%|███████▉  | 26811/33666 [15:55<04:04, 28.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1562/8416 [00:12<00:56, 120.78it/s]
    Epoch 0:  80%|███████▉  | 26812/33666 [15:55<04:04, 28.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1563/8416 [00:12<00:56, 120.78it/s]
    Epoch 0:  80%|███████▉  | 26813/33666 [15:55<04:04, 28.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1564/8416 [00:12<00:56, 120.78it/s]
    Epoch 0:  80%|███████▉  | 26814/33666 [15:55<04:04, 28.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1565/8416 [00:12<00:56, 120.79it/s]
    Epoch 0:  80%|███████▉  | 26815/33666 [15:55<04:04, 28.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1566/8416 [00:12<00:56, 120.79it/s]
    Epoch 0:  80%|███████▉  | 26816/33666 [15:55<04:04, 28.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1567/8416 [00:12<00:56, 120.79it/s]
    Epoch 0:  80%|███████▉  | 26817/33666 [15:55<04:03, 28.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1568/8416 [00:12<00:56, 120.77it/s]
    Epoch 0:  80%|███████▉  | 26818/33666 [15:55<04:03, 28.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1569/8416 [00:12<00:56, 120.76it/s]
    Epoch 0:  80%|███████▉  | 26819/33666 [15:55<04:03, 28.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1570/8416 [00:13<00:56, 120.76it/s]
    Epoch 0:  80%|███████▉  | 26820/33666 [15:55<04:03, 28.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1571/8416 [00:13<00:56, 120.76it/s]
    Epoch 0:  80%|███████▉  | 26821/33666 [15:55<04:03, 28.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1572/8416 [00:13<00:56, 120.76it/s]
    Epoch 0:  80%|███████▉  | 26822/33666 [15:55<04:03, 28.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1573/8416 [00:13<00:56, 120.76it/s]
    Epoch 0:  80%|███████▉  | 26823/33666 [15:55<04:03, 28.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1574/8416 [00:13<00:56, 120.76it/s]
    Epoch 0:  80%|███████▉  | 26824/33666 [15:55<04:03, 28.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1575/8416 [00:13<00:56, 120.77it/s]
    Epoch 0:  80%|███████▉  | 26825/33666 [15:55<04:03, 28.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1576/8416 [00:13<00:56, 120.75it/s]
    Epoch 0:  80%|███████▉  | 26826/33666 [15:55<04:03, 28.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1577/8416 [00:13<00:56, 120.74it/s]
    Epoch 0:  80%|███████▉  | 26827/33666 [15:55<04:03, 28.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1578/8416 [00:13<00:56, 120.74it/s]
    Epoch 0:  80%|███████▉  | 26828/33666 [15:55<04:03, 28.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1579/8416 [00:13<00:56, 120.74it/s]
    Epoch 0:  80%|███████▉  | 26829/33666 [15:55<04:03, 28.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1580/8416 [00:13<00:56, 120.74it/s]
    Epoch 0:  80%|███████▉  | 26830/33666 [15:55<04:03, 28.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1581/8416 [00:13<00:56, 120.75it/s]
    Epoch 0:  80%|███████▉  | 26831/33666 [15:55<04:03, 28.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1582/8416 [00:13<00:56, 120.75it/s]
    Epoch 0:  80%|███████▉  | 26832/33666 [15:55<04:03, 28.09it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1583/8416 [00:13<00:56, 120.75it/s]
    Epoch 0:  80%|███████▉  | 26833/33666 [15:55<04:03, 28.09it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1584/8416 [00:13<00:56, 120.73it/s]
    Epoch 0:  80%|███████▉  | 26834/33666 [15:55<04:03, 28.09it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1585/8416 [00:13<00:56, 120.73it/s]
    Epoch 0:  80%|███████▉  | 26835/33666 [15:55<04:03, 28.09it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1586/8416 [00:13<00:56, 120.73it/s]
    Epoch 0:  80%|███████▉  | 26836/33666 [15:55<04:03, 28.09it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1587/8416 [00:13<00:56, 120.73it/s]
    Epoch 0:  80%|███████▉  | 26837/33666 [15:55<04:03, 28.09it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1588/8416 [00:13<00:56, 120.73it/s]
    Epoch 0:  80%|███████▉  | 26838/33666 [15:55<04:03, 28.09it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1589/8416 [00:13<00:56, 120.73it/s]
    Epoch 0:  80%|███████▉  | 26839/33666 [15:55<04:03, 28.09it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1590/8416 [00:13<00:56, 120.73it/s]
    Epoch 0:  80%|███████▉  | 26840/33666 [15:55<04:02, 28.09it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1591/8416 [00:13<00:56, 120.73it/s]
    Epoch 0:  80%|███████▉  | 26841/33666 [15:55<04:02, 28.09it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1592/8416 [00:13<00:56, 120.72it/s]
    Epoch 0:  80%|███████▉  | 26842/33666 [15:55<04:02, 28.09it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1593/8416 [00:13<00:56, 120.72it/s]
    Epoch 0:  80%|███████▉  | 26843/33666 [15:55<04:02, 28.09it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1594/8416 [00:13<00:56, 120.71it/s]
    Epoch 0:  80%|███████▉  | 26844/33666 [15:55<04:02, 28.10it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1595/8416 [00:13<00:56, 120.72it/s]
    Epoch 0:  80%|███████▉  | 26845/33666 [15:55<04:02, 28.10it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1596/8416 [00:13<00:56, 120.72it/s]
    Epoch 0:  80%|███████▉  | 26846/33666 [15:55<04:02, 28.10it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1597/8416 [00:13<00:56, 120.72it/s]
    Epoch 0:  80%|███████▉  | 26847/33666 [15:55<04:02, 28.10it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1598/8416 [00:13<00:56, 120.72it/s]
    Epoch 0:  80%|███████▉  | 26848/33666 [15:55<04:02, 28.10it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1599/8416 [00:13<00:56, 120.72it/s]
    Epoch 0:  80%|███████▉  | 26849/33666 [15:55<04:02, 28.10it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1600/8416 [00:13<00:56, 120.72it/s]
    Epoch 0:  80%|███████▉  | 26850/33666 [15:55<04:02, 28.10it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1601/8416 [00:13<00:56, 120.71it/s]
    Epoch 0:  80%|███████▉  | 26851/33666 [15:55<04:02, 28.10it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1602/8416 [00:13<00:56, 120.71it/s]
    Epoch 0:  80%|███████▉  | 26852/33666 [15:55<04:02, 28.10it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1603/8416 [00:13<00:56, 120.71it/s]
    Epoch 0:  80%|███████▉  | 26853/33666 [15:55<04:02, 28.10it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1604/8416 [00:13<00:56, 120.72it/s]
    Epoch 0:  80%|███████▉  | 26854/33666 [15:55<04:02, 28.10it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1605/8416 [00:13<00:56, 120.72it/s]
    Epoch 0:  80%|███████▉  | 26855/33666 [15:55<04:02, 28.10it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1606/8416 [00:13<00:56, 120.72it/s]
    Epoch 0:  80%|███████▉  | 26856/33666 [15:55<04:02, 28.10it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1607/8416 [00:13<00:56, 120.73it/s]
    Epoch 0:  80%|███████▉  | 26857/33666 [15:55<04:02, 28.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1608/8416 [00:13<00:56, 120.72it/s]
    Epoch 0:  80%|███████▉  | 26858/33666 [15:55<04:02, 28.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1609/8416 [00:13<00:56, 120.72it/s]
    Epoch 0:  80%|███████▉  | 26859/33666 [15:55<04:02, 28.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1610/8416 [00:13<00:56, 120.72it/s]
    Epoch 0:  80%|███████▉  | 26860/33666 [15:55<04:02, 28.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1611/8416 [00:13<00:56, 120.72it/s]
    Epoch 0:  80%|███████▉  | 26861/33666 [15:55<04:02, 28.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1612/8416 [00:13<00:56, 120.72it/s]
    Epoch 0:  80%|███████▉  | 26862/33666 [15:55<04:02, 28.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1613/8416 [00:13<00:56, 120.72it/s]
    Epoch 0:  80%|███████▉  | 26863/33666 [15:55<04:02, 28.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1614/8416 [00:13<00:56, 120.71it/s]
    Epoch 0:  80%|███████▉  | 26864/33666 [15:55<04:01, 28.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1615/8416 [00:13<00:56, 120.71it/s]
    Epoch 0:  80%|███████▉  | 26865/33666 [15:55<04:01, 28.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1616/8416 [00:13<00:56, 120.69it/s]
    Epoch 0:  80%|███████▉  | 26866/33666 [15:55<04:01, 28.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1617/8416 [00:13<00:56, 120.68it/s]
    Epoch 0:  80%|███████▉  | 26867/33666 [15:55<04:01, 28.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1618/8416 [00:13<00:56, 120.68it/s]
    Epoch 0:  80%|███████▉  | 26868/33666 [15:55<04:01, 28.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1619/8416 [00:13<00:56, 120.69it/s]
    Epoch 0:  80%|███████▉  | 26869/33666 [15:55<04:01, 28.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1620/8416 [00:13<00:56, 120.69it/s]
    Epoch 0:  80%|███████▉  | 26870/33666 [15:55<04:01, 28.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1621/8416 [00:13<00:56, 120.69it/s]
    Epoch 0:  80%|███████▉  | 26871/33666 [15:55<04:01, 28.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1622/8416 [00:13<00:56, 120.69it/s]
    Epoch 0:  80%|███████▉  | 26872/33666 [15:55<04:01, 28.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1623/8416 [00:13<00:56, 120.69it/s]
    Epoch 0:  80%|███████▉  | 26873/33666 [15:55<04:01, 28.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1624/8416 [00:13<00:56, 120.67it/s]
    Epoch 0:  80%|███████▉  | 26874/33666 [15:55<04:01, 28.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1625/8416 [00:13<00:56, 120.67it/s]
    Epoch 0:  80%|███████▉  | 26875/33666 [15:55<04:01, 28.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1626/8416 [00:13<00:56, 120.67it/s]
    Epoch 0:  80%|███████▉  | 26876/33666 [15:55<04:01, 28.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1627/8416 [00:13<00:56, 120.67it/s]
    Epoch 0:  80%|███████▉  | 26877/33666 [15:55<04:01, 28.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1628/8416 [00:13<00:56, 120.67it/s]
    Epoch 0:  80%|███████▉  | 26878/33666 [15:55<04:01, 28.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1629/8416 [00:13<00:56, 120.67it/s]
    Epoch 0:  80%|███████▉  | 26879/33666 [15:55<04:01, 28.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1630/8416 [00:13<00:56, 120.67it/s]
    Epoch 0:  80%|███████▉  | 26880/33666 [15:55<04:01, 28.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1631/8416 [00:13<00:56, 120.67it/s]
    Epoch 0:  80%|███████▉  | 26881/33666 [15:55<04:01, 28.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1632/8416 [00:13<00:56, 120.65it/s]
    Epoch 0:  80%|███████▉  | 26882/33666 [15:55<04:01, 28.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1633/8416 [00:13<00:56, 120.65it/s]
    Epoch 0:  80%|███████▉  | 26883/33666 [15:55<04:01, 28.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1634/8416 [00:13<00:56, 120.65it/s]
    Epoch 0:  80%|███████▉  | 26884/33666 [15:55<04:01, 28.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1635/8416 [00:13<00:56, 120.65it/s]
    Epoch 0:  80%|███████▉  | 26885/33666 [15:55<04:01, 28.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1636/8416 [00:13<00:56, 120.65it/s]
    Epoch 0:  80%|███████▉  | 26886/33666 [15:55<04:01, 28.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1637/8416 [00:13<00:56, 120.65it/s]
    Epoch 0:  80%|███████▉  | 26887/33666 [15:55<04:00, 28.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1638/8416 [00:13<00:56, 120.65it/s]
    Epoch 0:  80%|███████▉  | 26888/33666 [15:55<04:00, 28.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1639/8416 [00:13<00:56, 120.65it/s]
    Epoch 0:  80%|███████▉  | 26889/33666 [15:55<04:00, 28.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1640/8416 [00:13<00:56, 120.64it/s]
    Epoch 0:  80%|███████▉  | 26890/33666 [15:55<04:00, 28.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1641/8416 [00:13<00:56, 120.63it/s]
    Epoch 0:  80%|███████▉  | 26891/33666 [15:55<04:00, 28.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1642/8416 [00:13<00:56, 120.63it/s]
    Epoch 0:  80%|███████▉  | 26892/33666 [15:55<04:00, 28.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1643/8416 [00:13<00:56, 120.63it/s]
    Epoch 0:  80%|███████▉  | 26893/33666 [15:55<04:00, 28.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1644/8416 [00:13<00:56, 120.63it/s]
    Epoch 0:  80%|███████▉  | 26894/33666 [15:55<04:00, 28.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1645/8416 [00:13<00:56, 120.63it/s]
    Epoch 0:  80%|███████▉  | 26895/33666 [15:55<04:00, 28.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1646/8416 [00:13<00:56, 120.63it/s]
    Epoch 0:  80%|███████▉  | 26896/33666 [15:55<04:00, 28.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1647/8416 [00:13<00:56, 120.63it/s]
    Epoch 0:  80%|███████▉  | 26897/33666 [15:55<04:00, 28.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1648/8416 [00:13<00:56, 120.61it/s]
    Epoch 0:  80%|███████▉  | 26898/33666 [15:55<04:00, 28.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1649/8416 [00:13<00:56, 120.61it/s]
    Epoch 0:  80%|███████▉  | 26899/33666 [15:55<04:00, 28.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1650/8416 [00:13<00:56, 120.61it/s]
    Epoch 0:  80%|███████▉  | 26900/33666 [15:55<04:00, 28.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1651/8416 [00:13<00:56, 120.61it/s]
    Epoch 0:  80%|███████▉  | 26901/33666 [15:55<04:00, 28.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1652/8416 [00:13<00:56, 120.61it/s]
    Epoch 0:  80%|███████▉  | 26902/33666 [15:55<04:00, 28.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1653/8416 [00:13<00:56, 120.61it/s]
    Epoch 0:  80%|███████▉  | 26903/33666 [15:55<04:00, 28.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1654/8416 [00:13<00:56, 120.61it/s]
    Epoch 0:  80%|███████▉  | 26904/33666 [15:55<04:00, 28.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1655/8416 [00:13<00:56, 120.61it/s]
    Epoch 0:  80%|███████▉  | 26905/33666 [15:55<04:00, 28.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1656/8416 [00:13<00:56, 120.59it/s]
    Epoch 0:  80%|███████▉  | 26906/33666 [15:55<04:00, 28.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1657/8416 [00:13<00:56, 120.58it/s]
    Epoch 0:  80%|███████▉  | 26907/33666 [15:55<04:00, 28.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1658/8416 [00:13<00:56, 120.58it/s]
    Epoch 0:  80%|███████▉  | 26908/33666 [15:56<04:00, 28.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1659/8416 [00:13<00:56, 120.58it/s]
    Epoch 0:  80%|███████▉  | 26909/33666 [15:56<04:00, 28.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1660/8416 [00:13<00:56, 120.58it/s]
    Epoch 0:  80%|███████▉  | 26910/33666 [15:56<04:00, 28.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1661/8416 [00:13<00:56, 120.58it/s]
    Epoch 0:  80%|███████▉  | 26911/33666 [15:56<03:59, 28.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1662/8416 [00:13<00:56, 120.58it/s]
    Epoch 0:  80%|███████▉  | 26912/33666 [15:56<03:59, 28.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1663/8416 [00:13<00:56, 120.58it/s]
    Epoch 0:  80%|███████▉  | 26913/33666 [15:56<03:59, 28.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1664/8416 [00:13<00:56, 120.57it/s]
    Epoch 0:  80%|███████▉  | 26914/33666 [15:56<03:59, 28.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1665/8416 [00:13<00:55, 120.56it/s]
    Epoch 0:  80%|███████▉  | 26915/33666 [15:56<03:59, 28.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1666/8416 [00:13<00:55, 120.56it/s]
    Epoch 0:  80%|███████▉  | 26916/33666 [15:56<03:59, 28.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1667/8416 [00:13<00:55, 120.56it/s]
    Epoch 0:  80%|███████▉  | 26917/33666 [15:56<03:59, 28.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1668/8416 [00:13<00:55, 120.56it/s]
    Epoch 0:  80%|███████▉  | 26918/33666 [15:56<03:59, 28.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1669/8416 [00:13<00:55, 120.56it/s]
    Epoch 0:  80%|███████▉  | 26919/33666 [15:56<03:59, 28.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1670/8416 [00:13<00:55, 120.56it/s]
    Epoch 0:  80%|███████▉  | 26920/33666 [15:56<03:59, 28.16it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1671/8416 [00:13<00:55, 120.56it/s]
    Epoch 0:  80%|███████▉  | 26921/33666 [15:56<03:59, 28.16it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1672/8416 [00:13<00:55, 120.53it/s]
    Epoch 0:  80%|███████▉  | 26922/33666 [15:56<03:59, 28.16it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1673/8416 [00:13<00:55, 120.53it/s]
    Epoch 0:  80%|███████▉  | 26923/33666 [15:56<03:59, 28.16it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1674/8416 [00:13<00:55, 120.53it/s]
    Epoch 0:  80%|███████▉  | 26924/33666 [15:56<03:59, 28.16it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1675/8416 [00:13<00:55, 120.53it/s]
    Epoch 0:  80%|███████▉  | 26925/33666 [15:56<03:59, 28.16it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1676/8416 [00:13<00:55, 120.53it/s]
    Epoch 0:  80%|███████▉  | 26926/33666 [15:56<03:59, 28.16it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1677/8416 [00:13<00:55, 120.53it/s]
    Epoch 0:  80%|███████▉  | 26927/33666 [15:56<03:59, 28.16it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1678/8416 [00:13<00:55, 120.53it/s]
    Epoch 0:  80%|███████▉  | 26928/33666 [15:56<03:59, 28.16it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1679/8416 [00:13<00:55, 120.54it/s]
    Epoch 0:  80%|███████▉  | 26929/33666 [15:56<03:59, 28.16it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1680/8416 [00:13<00:55, 120.52it/s]
    Epoch 0:  80%|███████▉  | 26930/33666 [15:56<03:59, 28.16it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1681/8416 [00:13<00:55, 120.51it/s]
    Epoch 0:  80%|███████▉  | 26931/33666 [15:56<03:59, 28.16it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1682/8416 [00:13<00:55, 120.51it/s]
    Epoch 0:  80%|███████▉  | 26932/33666 [15:56<03:59, 28.17it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1683/8416 [00:13<00:55, 120.51it/s]
    Epoch 0:  80%|████████  | 26933/33666 [15:56<03:59, 28.17it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|██        | 1684/8416 [00:13<00:55, 120.51it/s]
    Epoch 0:  80%|████████  | 26934/33666 [15:56<03:59, 28.17it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|██        | 1685/8416 [00:13<00:55, 120.51it/s]
    Epoch 0:  80%|████████  | 26935/33666 [15:56<03:58, 28.17it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|██        | 1686/8416 [00:13<00:55, 120.52it/s]
    Epoch 0:  80%|████████  | 26936/33666 [15:56<03:58, 28.17it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|██        | 1687/8416 [00:13<00:55, 120.52it/s]
    Epoch 0:  80%|████████  | 26937/33666 [15:56<03:58, 28.17it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|██        | 1688/8416 [00:14<00:55, 120.52it/s]
    Epoch 0:  80%|████████  | 26938/33666 [15:56<03:58, 28.17it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|██        | 1689/8416 [00:14<00:55, 120.52it/s]
    Epoch 0:  80%|████████  | 26939/33666 [15:56<03:58, 28.17it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|██        | 1690/8416 [00:14<00:55, 120.49it/s]
    Epoch 0:  80%|████████  | 26940/33666 [15:56<03:58, 28.17it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|██        | 1691/8416 [00:14<00:55, 120.49it/s]
    Epoch 0:  80%|████████  | 26941/33666 [15:56<03:58, 28.17it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|██        | 1692/8416 [00:14<00:55, 120.50it/s]
    Epoch 0:  80%|████████  | 26942/33666 [15:56<03:58, 28.17it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|██        | 1693/8416 [00:14<00:55, 120.50it/s]
    Epoch 0:  80%|████████  | 26943/33666 [15:56<03:58, 28.17it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|██        | 1694/8416 [00:14<00:55, 120.45it/s]
    Epoch 0:  80%|████████  | 26944/33666 [15:56<03:58, 28.17it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|██        | 1695/8416 [00:14<00:55, 120.46it/s]
    Epoch 0:  80%|████████  | 26945/33666 [15:56<03:58, 28.18it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|██        | 1696/8416 [00:14<00:55, 120.45it/s]
    Epoch 0:  80%|████████  | 26946/33666 [15:56<03:58, 28.18it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|██        | 1697/8416 [00:14<00:55, 120.44it/s]
    Epoch 0:  80%|████████  | 26947/33666 [15:56<03:58, 28.18it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|██        | 1698/8416 [00:14<00:55, 120.44it/s]
    Epoch 0:  80%|████████  | 26948/33666 [15:56<03:58, 28.18it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|██        | 1699/8416 [00:14<00:55, 120.44it/s]
    Epoch 0:  80%|████████  | 26949/33666 [15:56<03:58, 28.18it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|██        | 1700/8416 [00:14<00:55, 120.45it/s]
    Epoch 0:  80%|████████  | 26950/33666 [15:56<03:58, 28.18it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|██        | 1701/8416 [00:14<00:55, 120.45it/s]
    Epoch 0:  80%|████████  | 26951/33666 [15:56<03:58, 28.18it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|██        | 1702/8416 [00:14<00:55, 120.46it/s]
    Epoch 0:  80%|████████  | 26952/33666 [15:56<03:58, 28.18it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|██        | 1703/8416 [00:14<00:55, 120.46it/s]
    Epoch 0:  80%|████████  | 26953/33666 [15:56<03:58, 28.18it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|██        | 1704/8416 [00:14<00:55, 120.46it/s]
    Epoch 0:  80%|████████  | 26954/33666 [15:56<03:58, 28.18it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|██        | 1705/8416 [00:14<00:55, 120.45it/s]
    Epoch 0:  80%|████████  | 26955/33666 [15:56<03:58, 28.18it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|██        | 1706/8416 [00:14<00:55, 120.45it/s]
    Epoch 0:  80%|████████  | 26956/33666 [15:56<03:58, 28.18it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|██        | 1707/8416 [00:14<00:55, 120.46it/s]
    Epoch 0:  80%|████████  | 26957/33666 [15:56<03:58, 28.19it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|██        | 1708/8416 [00:14<00:55, 120.46it/s]
    Epoch 0:  80%|████████  | 26958/33666 [15:56<03:57, 28.19it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|██        | 1709/8416 [00:14<00:55, 120.47it/s]
    Epoch 0:  80%|████████  | 26959/33666 [15:56<03:57, 28.19it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|██        | 1710/8416 [00:14<00:55, 120.47it/s]
    Epoch 0:  80%|████████  | 26960/33666 [15:56<03:57, 28.19it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|██        | 1711/8416 [00:14<00:55, 120.47it/s]
    Epoch 0:  80%|████████  | 26961/33666 [15:56<03:57, 28.19it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|██        | 1712/8416 [00:14<00:55, 120.47it/s]
    Epoch 0:  80%|████████  | 26962/33666 [15:56<03:57, 28.19it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|██        | 1713/8416 [00:14<00:55, 120.47it/s]
    Epoch 0:  80%|████████  | 26963/33666 [15:56<03:57, 28.19it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|██        | 1714/8416 [00:14<00:55, 120.47it/s]
    Epoch 0:  80%|████████  | 26964/33666 [15:56<03:57, 28.19it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|██        | 1715/8416 [00:14<00:55, 120.47it/s]
    Epoch 0:  80%|████████  | 26965/33666 [15:56<03:57, 28.19it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|██        | 1716/8416 [00:14<00:55, 120.47it/s]
    Epoch 0:  80%|████████  | 26966/33666 [15:56<03:57, 28.19it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|██        | 1717/8416 [00:14<00:55, 120.47it/s]
    Epoch 0:  80%|████████  | 26967/33666 [15:56<03:57, 28.19it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|██        | 1718/8416 [00:14<00:55, 120.47it/s]
    Epoch 0:  80%|████████  | 26968/33666 [15:56<03:57, 28.19it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|██        | 1719/8416 [00:14<00:55, 120.47it/s]
    Epoch 0:  80%|████████  | 26969/33666 [15:56<03:57, 28.19it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|██        | 1720/8416 [00:14<00:55, 120.47it/s]
    Epoch 0:  80%|████████  | 26970/33666 [15:56<03:57, 28.20it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|██        | 1721/8416 [00:14<00:55, 120.46it/s]
    Epoch 0:  80%|████████  | 26971/33666 [15:56<03:57, 28.20it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|██        | 1722/8416 [00:14<00:55, 120.47it/s]
    Epoch 0:  80%|████████  | 26972/33666 [15:56<03:57, 28.20it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|██        | 1723/8416 [00:14<00:55, 120.47it/s]
    Epoch 0:  80%|████████  | 26973/33666 [15:56<03:57, 28.20it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|██        | 1724/8416 [00:14<00:55, 120.47it/s]
    Epoch 0:  80%|████████  | 26974/33666 [15:56<03:57, 28.20it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  20%|██        | 1725/8416 [00:14<00:55, 120.48it/s]
    Epoch 0:  80%|████████  | 26975/33666 [15:56<03:57, 28.20it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1726/8416 [00:14<00:55, 120.48it/s]
    Epoch 0:  80%|████████  | 26976/33666 [15:56<03:57, 28.20it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1727/8416 [00:14<00:55, 120.48it/s]
    Epoch 0:  80%|████████  | 26977/33666 [15:56<03:57, 28.20it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1728/8416 [00:14<00:55, 120.46it/s]
    Epoch 0:  80%|████████  | 26978/33666 [15:56<03:57, 28.20it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1729/8416 [00:14<00:55, 120.46it/s]
    Epoch 0:  80%|████████  | 26979/33666 [15:56<03:57, 28.20it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1730/8416 [00:14<00:55, 120.46it/s]
    Epoch 0:  80%|████████  | 26980/33666 [15:56<03:57, 28.20it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1731/8416 [00:14<00:55, 120.46it/s]
    Epoch 0:  80%|████████  | 26981/33666 [15:56<03:57, 28.20it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1732/8416 [00:14<00:55, 120.46it/s]
    Epoch 0:  80%|████████  | 26982/33666 [15:56<03:56, 28.21it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1733/8416 [00:14<00:55, 120.47it/s]
    Epoch 0:  80%|████████  | 26983/33666 [15:56<03:56, 28.21it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1734/8416 [00:14<00:55, 120.44it/s]
    Epoch 0:  80%|████████  | 26984/33666 [15:56<03:56, 28.21it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1735/8416 [00:14<00:55, 120.44it/s]
    Epoch 0:  80%|████████  | 26985/33666 [15:56<03:56, 28.21it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1736/8416 [00:14<00:55, 120.43it/s]
    Epoch 0:  80%|████████  | 26986/33666 [15:56<03:56, 28.21it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1737/8416 [00:14<00:55, 120.42it/s]
    Epoch 0:  80%|████████  | 26987/33666 [15:56<03:56, 28.21it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1738/8416 [00:14<00:55, 120.42it/s]
    Epoch 0:  80%|████████  | 26988/33666 [15:56<03:56, 28.21it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1739/8416 [00:14<00:55, 120.41it/s]
    Epoch 0:  80%|████████  | 26989/33666 [15:56<03:56, 28.21it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1740/8416 [00:14<00:55, 120.40it/s]
    Epoch 0:  80%|████████  | 26990/33666 [15:56<03:56, 28.21it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1741/8416 [00:14<00:55, 120.41it/s]
    Epoch 0:  80%|████████  | 26991/33666 [15:56<03:56, 28.21it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1742/8416 [00:14<00:55, 120.41it/s]
    Epoch 0:  80%|████████  | 26992/33666 [15:56<03:56, 28.21it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1743/8416 [00:14<00:55, 120.41it/s]
    Epoch 0:  80%|████████  | 26993/33666 [15:56<03:56, 28.21it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1744/8416 [00:14<00:55, 120.41it/s]
    Epoch 0:  80%|████████  | 26994/33666 [15:56<03:56, 28.21it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1745/8416 [00:14<00:55, 120.41it/s]
    Epoch 0:  80%|████████  | 26995/33666 [15:56<03:56, 28.22it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1746/8416 [00:14<00:55, 120.41it/s]
    Epoch 0:  80%|████████  | 26996/33666 [15:56<03:56, 28.22it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1747/8416 [00:14<00:55, 120.41it/s]
    Epoch 0:  80%|████████  | 26997/33666 [15:56<03:56, 28.22it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1748/8416 [00:14<00:55, 120.42it/s]
    Epoch 0:  80%|████████  | 26998/33666 [15:56<03:56, 28.22it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1749/8416 [00:14<00:55, 120.42it/s]
    Epoch 0:  80%|████████  | 26999/33666 [15:56<03:56, 28.22it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1750/8416 [00:14<00:55, 120.42it/s]
    Epoch 0:  80%|████████  | 27000/33666 [15:56<03:56, 28.22it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1751/8416 [00:14<00:55, 120.43it/s]
    Epoch 0:  80%|████████  | 27001/33666 [15:56<03:56, 28.22it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1752/8416 [00:14<00:55, 120.43it/s]
    Epoch 0:  80%|████████  | 27002/33666 [15:56<03:56, 28.22it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1753/8416 [00:14<00:55, 120.42it/s]
    Epoch 0:  80%|████████  | 27003/33666 [15:56<03:56, 28.22it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1754/8416 [00:14<00:55, 120.42it/s]
    Epoch 0:  80%|████████  | 27004/33666 [15:56<03:56, 28.22it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1755/8416 [00:14<00:55, 120.43it/s]
    Epoch 0:  80%|████████  | 27005/33666 [15:56<03:56, 28.22it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1756/8416 [00:14<00:55, 120.37it/s]
    Epoch 0:  80%|████████  | 27006/33666 [15:56<03:55, 28.22it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1757/8416 [00:14<00:55, 120.37it/s]
    Epoch 0:  80%|████████  | 27007/33666 [15:56<03:55, 28.22it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1758/8416 [00:14<00:55, 120.38it/s]
    Epoch 0:  80%|████████  | 27008/33666 [15:56<03:55, 28.23it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1759/8416 [00:14<00:55, 120.38it/s]
    Epoch 0:  80%|████████  | 27009/33666 [15:56<03:55, 28.23it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1760/8416 [00:14<00:55, 120.39it/s]
    Epoch 0:  80%|████████  | 27010/33666 [15:56<03:55, 28.23it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1761/8416 [00:14<00:55, 120.39it/s]
    Epoch 0:  80%|████████  | 27011/33666 [15:56<03:55, 28.23it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1762/8416 [00:14<00:55, 120.39it/s]
    Epoch 0:  80%|████████  | 27012/33666 [15:56<03:55, 28.23it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1763/8416 [00:14<00:55, 120.40it/s]
    Epoch 0:  80%|████████  | 27013/33666 [15:56<03:55, 28.23it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1764/8416 [00:14<00:55, 120.40it/s]
    Epoch 0:  80%|████████  | 27014/33666 [15:56<03:55, 28.23it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1765/8416 [00:14<00:55, 120.41it/s]
    Epoch 0:  80%|████████  | 27015/33666 [15:56<03:55, 28.23it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1766/8416 [00:14<00:55, 120.41it/s]
    Epoch 0:  80%|████████  | 27016/33666 [15:56<03:55, 28.23it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1767/8416 [00:14<00:55, 120.41it/s]
    Epoch 0:  80%|████████  | 27017/33666 [15:56<03:55, 28.23it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1768/8416 [00:14<00:55, 120.42it/s]
    Epoch 0:  80%|████████  | 27018/33666 [15:56<03:55, 28.23it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1769/8416 [00:14<00:55, 120.42it/s]
    Epoch 0:  80%|████████  | 27019/33666 [15:56<03:55, 28.23it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1770/8416 [00:14<00:55, 120.43it/s]
    Epoch 0:  80%|████████  | 27020/33666 [15:56<03:55, 28.24it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1771/8416 [00:14<00:55, 120.43it/s]
    Epoch 0:  80%|████████  | 27021/33666 [15:56<03:55, 28.24it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1772/8416 [00:14<00:55, 120.43it/s]
    Epoch 0:  80%|████████  | 27022/33666 [15:56<03:55, 28.24it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1773/8416 [00:14<00:55, 120.44it/s]
    Epoch 0:  80%|████████  | 27023/33666 [15:56<03:55, 28.24it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1774/8416 [00:14<00:55, 120.44it/s]
    Epoch 0:  80%|████████  | 27024/33666 [15:56<03:55, 28.24it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1775/8416 [00:14<00:55, 120.45it/s]
    Epoch 0:  80%|████████  | 27025/33666 [15:56<03:55, 28.24it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1776/8416 [00:14<00:55, 120.45it/s]
    Epoch 0:  80%|████████  | 27026/33666 [15:57<03:55, 28.24it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1777/8416 [00:14<00:55, 120.45it/s]
    Epoch 0:  80%|████████  | 27027/33666 [15:57<03:55, 28.24it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1778/8416 [00:14<00:55, 120.46it/s]
    Epoch 0:  80%|████████  | 27028/33666 [15:57<03:55, 28.24it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1779/8416 [00:14<00:55, 120.46it/s]
    Epoch 0:  80%|████████  | 27029/33666 [15:57<03:54, 28.24it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1780/8416 [00:14<00:55, 120.47it/s]
    Epoch 0:  80%|████████  | 27030/33666 [15:57<03:54, 28.24it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1781/8416 [00:14<00:55, 120.47it/s]
    Epoch 0:  80%|████████  | 27031/33666 [15:57<03:54, 28.24it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1782/8416 [00:14<00:55, 120.47it/s]
    Epoch 0:  80%|████████  | 27032/33666 [15:57<03:54, 28.25it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1783/8416 [00:14<00:55, 120.48it/s]
    Epoch 0:  80%|████████  | 27033/33666 [15:57<03:54, 28.25it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1784/8416 [00:14<00:55, 120.48it/s]
    Epoch 0:  80%|████████  | 27034/33666 [15:57<03:54, 28.25it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1785/8416 [00:14<00:55, 120.49it/s]
    Epoch 0:  80%|████████  | 27035/33666 [15:57<03:54, 28.25it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1786/8416 [00:14<00:55, 120.49it/s]
    Epoch 0:  80%|████████  | 27036/33666 [15:57<03:54, 28.25it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1787/8416 [00:14<00:55, 120.50it/s]
    Epoch 0:  80%|████████  | 27037/33666 [15:57<03:54, 28.25it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██        | 1788/8416 [00:14<00:55, 120.50it/s]
    Epoch 0:  80%|████████  | 27038/33666 [15:57<03:54, 28.25it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1789/8416 [00:14<00:54, 120.51it/s]
    Epoch 0:  80%|████████  | 27039/33666 [15:57<03:54, 28.25it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1790/8416 [00:14<00:54, 120.51it/s]
    Epoch 0:  80%|████████  | 27040/33666 [15:57<03:54, 28.25it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1791/8416 [00:14<00:54, 120.52it/s]
    Epoch 0:  80%|████████  | 27041/33666 [15:57<03:54, 28.25it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1792/8416 [00:14<00:54, 120.52it/s]
    Epoch 0:  80%|████████  | 27042/33666 [15:57<03:54, 28.25it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1793/8416 [00:14<00:54, 120.52it/s]
    Epoch 0:  80%|████████  | 27043/33666 [15:57<03:54, 28.25it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1794/8416 [00:14<00:54, 120.53it/s]
    Epoch 0:  80%|████████  | 27044/33666 [15:57<03:54, 28.25it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1795/8416 [00:14<00:54, 120.53it/s]
    Epoch 0:  80%|████████  | 27045/33666 [15:57<03:54, 28.26it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1796/8416 [00:14<00:54, 120.54it/s]
    Epoch 0:  80%|████████  | 27046/33666 [15:57<03:54, 28.26it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1797/8416 [00:14<00:54, 120.54it/s]
    Epoch 0:  80%|████████  | 27047/33666 [15:57<03:54, 28.26it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1798/8416 [00:14<00:54, 120.55it/s]
    Epoch 0:  80%|████████  | 27048/33666 [15:57<03:54, 28.26it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1799/8416 [00:14<00:54, 120.55it/s]
    Epoch 0:  80%|████████  | 27049/33666 [15:57<03:54, 28.26it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1800/8416 [00:14<00:54, 120.55it/s]
    Epoch 0:  80%|████████  | 27050/33666 [15:57<03:54, 28.26it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1801/8416 [00:14<00:54, 120.55it/s]
    Epoch 0:  80%|████████  | 27051/33666 [15:57<03:54, 28.26it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1802/8416 [00:14<00:54, 120.56it/s]
    Epoch 0:  80%|████████  | 27052/33666 [15:57<03:54, 28.26it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1803/8416 [00:14<00:54, 120.56it/s]
    Epoch 0:  80%|████████  | 27053/33666 [15:57<03:53, 28.26it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1804/8416 [00:14<00:54, 120.57it/s]
    Epoch 0:  80%|████████  | 27054/33666 [15:57<03:53, 28.26it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1805/8416 [00:14<00:54, 120.57it/s]
    Epoch 0:  80%|████████  | 27055/33666 [15:57<03:53, 28.26it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1806/8416 [00:14<00:54, 120.58it/s]
    Epoch 0:  80%|████████  | 27056/33666 [15:57<03:53, 28.26it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1807/8416 [00:14<00:54, 120.58it/s]
    Epoch 0:  80%|████████  | 27057/33666 [15:57<03:53, 28.27it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1808/8416 [00:14<00:54, 120.59it/s]
    Epoch 0:  80%|████████  | 27058/33666 [15:57<03:53, 28.27it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1809/8416 [00:15<00:54, 120.59it/s]
    Epoch 0:  80%|████████  | 27059/33666 [15:57<03:53, 28.27it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1810/8416 [00:15<00:54, 120.60it/s]
    Epoch 0:  80%|████████  | 27060/33666 [15:57<03:53, 28.27it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1811/8416 [00:15<00:54, 120.60it/s]
    Epoch 0:  80%|████████  | 27061/33666 [15:57<03:53, 28.27it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1812/8416 [00:15<00:54, 120.61it/s]
    Epoch 0:  80%|████████  | 27062/33666 [15:57<03:53, 28.27it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1813/8416 [00:15<00:54, 120.61it/s]
    Epoch 0:  80%|████████  | 27063/33666 [15:57<03:53, 28.27it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1814/8416 [00:15<00:54, 120.61it/s]
    Epoch 0:  80%|████████  | 27064/33666 [15:57<03:53, 28.27it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1815/8416 [00:15<00:54, 120.62it/s]
    Epoch 0:  80%|████████  | 27065/33666 [15:57<03:53, 28.27it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1816/8416 [00:15<00:54, 120.62it/s]
    Epoch 0:  80%|████████  | 27066/33666 [15:57<03:53, 28.27it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1817/8416 [00:15<00:54, 120.63it/s]
    Epoch 0:  80%|████████  | 27067/33666 [15:57<03:53, 28.27it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1818/8416 [00:15<00:54, 120.63it/s]
    Epoch 0:  80%|████████  | 27068/33666 [15:57<03:53, 28.27it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1819/8416 [00:15<00:54, 120.64it/s]
    Epoch 0:  80%|████████  | 27069/33666 [15:57<03:53, 28.28it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1820/8416 [00:15<00:54, 120.64it/s]
    Epoch 0:  80%|████████  | 27070/33666 [15:57<03:53, 28.28it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1821/8416 [00:15<00:54, 120.65it/s]
    Epoch 0:  80%|████████  | 27071/33666 [15:57<03:53, 28.28it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1822/8416 [00:15<00:54, 120.65it/s]
    Epoch 0:  80%|████████  | 27072/33666 [15:57<03:53, 28.28it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1823/8416 [00:15<00:54, 120.66it/s]
    Epoch 0:  80%|████████  | 27073/33666 [15:57<03:53, 28.28it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1824/8416 [00:15<00:54, 120.66it/s]
    Epoch 0:  80%|████████  | 27074/33666 [15:57<03:53, 28.28it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1825/8416 [00:15<00:54, 120.66it/s]
    Epoch 0:  80%|████████  | 27075/33666 [15:57<03:53, 28.28it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1826/8416 [00:15<00:54, 120.67it/s]
    Epoch 0:  80%|████████  | 27076/33666 [15:57<03:53, 28.28it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1827/8416 [00:15<00:54, 120.67it/s]
    Epoch 0:  80%|████████  | 27077/33666 [15:57<03:52, 28.28it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1828/8416 [00:15<00:54, 120.68it/s]
    Epoch 0:  80%|████████  | 27078/33666 [15:57<03:52, 28.28it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1829/8416 [00:15<00:54, 120.68it/s]
    Epoch 0:  80%|████████  | 27079/33666 [15:57<03:52, 28.28it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1830/8416 [00:15<00:54, 120.69it/s]
    Epoch 0:  80%|████████  | 27080/33666 [15:57<03:52, 28.28it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1831/8416 [00:15<00:54, 120.69it/s]
    Epoch 0:  80%|████████  | 27081/33666 [15:57<03:52, 28.29it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1832/8416 [00:15<00:54, 120.70it/s]
    Epoch 0:  80%|████████  | 27082/33666 [15:57<03:52, 28.29it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1833/8416 [00:15<00:54, 120.70it/s]
    Epoch 0:  80%|████████  | 27083/33666 [15:57<03:52, 28.29it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1834/8416 [00:15<00:54, 120.70it/s]
    Epoch 0:  80%|████████  | 27084/33666 [15:57<03:52, 28.29it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1835/8416 [00:15<00:54, 120.71it/s]
    Epoch 0:  80%|████████  | 27085/33666 [15:57<03:52, 28.29it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1836/8416 [00:15<00:54, 120.71it/s]
    Epoch 0:  80%|████████  | 27086/33666 [15:57<03:52, 28.29it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1837/8416 [00:15<00:54, 120.72it/s]
    Epoch 0:  80%|████████  | 27087/33666 [15:57<03:52, 28.29it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1838/8416 [00:15<00:54, 120.72it/s]
    Epoch 0:  80%|████████  | 27088/33666 [15:57<03:52, 28.29it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1839/8416 [00:15<00:54, 120.73it/s]
    Epoch 0:  80%|████████  | 27089/33666 [15:57<03:52, 28.29it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1840/8416 [00:15<00:54, 120.73it/s]
    Epoch 0:  80%|████████  | 27090/33666 [15:57<03:52, 28.29it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1841/8416 [00:15<00:54, 120.73it/s]
    Epoch 0:  80%|████████  | 27091/33666 [15:57<03:52, 28.29it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1842/8416 [00:15<00:54, 120.74it/s]
    Epoch 0:  80%|████████  | 27092/33666 [15:57<03:52, 28.29it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1843/8416 [00:15<00:54, 120.74it/s]
    Epoch 0:  80%|████████  | 27093/33666 [15:57<03:52, 28.29it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1844/8416 [00:15<00:54, 120.75it/s]
    Epoch 0:  80%|████████  | 27094/33666 [15:57<03:52, 28.30it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1845/8416 [00:15<00:54, 120.75it/s]
    Epoch 0:  80%|████████  | 27095/33666 [15:57<03:52, 28.30it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1846/8416 [00:15<00:54, 120.76it/s]
    Epoch 0:  80%|████████  | 27096/33666 [15:57<03:52, 28.30it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1847/8416 [00:15<00:54, 120.76it/s]
    Epoch 0:  80%|████████  | 27097/33666 [15:57<03:52, 28.30it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1848/8416 [00:15<00:54, 120.77it/s]
    Epoch 0:  80%|████████  | 27098/33666 [15:57<03:52, 28.30it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1849/8416 [00:15<00:54, 120.77it/s]
    Epoch 0:  80%|████████  | 27099/33666 [15:57<03:52, 28.30it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1850/8416 [00:15<00:54, 120.78it/s]
    Epoch 0:  80%|████████  | 27100/33666 [15:57<03:52, 28.30it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1851/8416 [00:15<00:54, 120.78it/s]
    Epoch 0:  80%|████████  | 27101/33666 [15:57<03:51, 28.30it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1852/8416 [00:15<00:54, 120.78it/s]
    Epoch 0:  81%|████████  | 27102/33666 [15:57<03:51, 28.30it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1853/8416 [00:15<00:54, 120.79it/s]
    Epoch 0:  81%|████████  | 27103/33666 [15:57<03:51, 28.30it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1854/8416 [00:15<00:54, 120.79it/s]
    Epoch 0:  81%|████████  | 27104/33666 [15:57<03:51, 28.30it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1855/8416 [00:15<00:54, 120.80it/s]
    Epoch 0:  81%|████████  | 27105/33666 [15:57<03:51, 28.30it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1856/8416 [00:15<00:54, 120.80it/s]
    Epoch 0:  81%|████████  | 27106/33666 [15:57<03:51, 28.31it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1857/8416 [00:15<00:54, 120.80it/s]
    Epoch 0:  81%|████████  | 27107/33666 [15:57<03:51, 28.31it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1858/8416 [00:15<00:54, 120.81it/s]
    Epoch 0:  81%|████████  | 27108/33666 [15:57<03:51, 28.31it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1859/8416 [00:15<00:54, 120.81it/s]
    Epoch 0:  81%|████████  | 27109/33666 [15:57<03:51, 28.31it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1860/8416 [00:15<00:54, 120.82it/s]
    Epoch 0:  81%|████████  | 27110/33666 [15:57<03:51, 28.31it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1861/8416 [00:15<00:54, 120.82it/s]
    Epoch 0:  81%|████████  | 27111/33666 [15:57<03:51, 28.31it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1862/8416 [00:15<00:54, 120.82it/s]
    Epoch 0:  81%|████████  | 27112/33666 [15:57<03:51, 28.31it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1863/8416 [00:15<00:54, 120.83it/s]
    Epoch 0:  81%|████████  | 27113/33666 [15:57<03:51, 28.31it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1864/8416 [00:15<00:54, 120.83it/s]
    Epoch 0:  81%|████████  | 27114/33666 [15:57<03:51, 28.31it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1865/8416 [00:15<00:54, 120.83it/s]
    Epoch 0:  81%|████████  | 27115/33666 [15:57<03:51, 28.31it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1866/8416 [00:15<00:54, 120.83it/s]
    Epoch 0:  81%|████████  | 27116/33666 [15:57<03:51, 28.31it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1867/8416 [00:15<00:54, 120.84it/s]
    Epoch 0:  81%|████████  | 27117/33666 [15:57<03:51, 28.31it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1868/8416 [00:15<00:54, 120.84it/s]
    Epoch 0:  81%|████████  | 27118/33666 [15:57<03:51, 28.32it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1869/8416 [00:15<00:54, 120.85it/s]
    Epoch 0:  81%|████████  | 27119/33666 [15:57<03:51, 28.32it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1870/8416 [00:15<00:54, 120.85it/s]
    Epoch 0:  81%|████████  | 27120/33666 [15:57<03:51, 28.32it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1871/8416 [00:15<00:54, 120.86it/s]
    Epoch 0:  81%|████████  | 27121/33666 [15:57<03:51, 28.32it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1872/8416 [00:15<00:54, 120.86it/s]
    Epoch 0:  81%|████████  | 27122/33666 [15:57<03:51, 28.32it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1873/8416 [00:15<00:54, 120.86it/s]
    Epoch 0:  81%|████████  | 27123/33666 [15:57<03:51, 28.32it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1874/8416 [00:15<00:54, 120.87it/s]
    Epoch 0:  81%|████████  | 27124/33666 [15:57<03:51, 28.32it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1875/8416 [00:15<00:54, 120.87it/s]
    Epoch 0:  81%|████████  | 27125/33666 [15:57<03:50, 28.32it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1876/8416 [00:15<00:54, 120.88it/s]
    Epoch 0:  81%|████████  | 27126/33666 [15:57<03:50, 28.32it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1877/8416 [00:15<00:54, 120.88it/s]
    Epoch 0:  81%|████████  | 27127/33666 [15:57<03:50, 28.32it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1878/8416 [00:15<00:54, 120.88it/s]
    Epoch 0:  81%|████████  | 27128/33666 [15:57<03:50, 28.32it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1879/8416 [00:15<00:54, 120.89it/s]
    Epoch 0:  81%|████████  | 27129/33666 [15:57<03:50, 28.32it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1880/8416 [00:15<00:54, 120.89it/s]
    Epoch 0:  81%|████████  | 27130/33666 [15:57<03:50, 28.33it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1881/8416 [00:15<00:54, 120.90it/s]
    Epoch 0:  81%|████████  | 27131/33666 [15:57<03:50, 28.33it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1882/8416 [00:15<00:54, 120.90it/s]
    Epoch 0:  81%|████████  | 27132/33666 [15:57<03:50, 28.33it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1883/8416 [00:15<00:54, 120.91it/s]
    Epoch 0:  81%|████████  | 27133/33666 [15:57<03:50, 28.33it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1884/8416 [00:15<00:54, 120.91it/s]
    Epoch 0:  81%|████████  | 27134/33666 [15:57<03:50, 28.33it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1885/8416 [00:15<00:54, 120.91it/s]
    Epoch 0:  81%|████████  | 27135/33666 [15:57<03:50, 28.33it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1886/8416 [00:15<00:54, 120.92it/s]
    Epoch 0:  81%|████████  | 27136/33666 [15:57<03:50, 28.33it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1887/8416 [00:15<00:53, 120.92it/s]
    Epoch 0:  81%|████████  | 27137/33666 [15:57<03:50, 28.33it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1888/8416 [00:15<00:53, 120.93it/s]
    Epoch 0:  81%|████████  | 27138/33666 [15:57<03:50, 28.33it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1889/8416 [00:15<00:53, 120.93it/s]
    Epoch 0:  81%|████████  | 27139/33666 [15:57<03:50, 28.33it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1890/8416 [00:15<00:53, 120.93it/s]
    Epoch 0:  81%|████████  | 27140/33666 [15:57<03:50, 28.33it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1891/8416 [00:15<00:53, 120.94it/s]
    Epoch 0:  81%|████████  | 27141/33666 [15:57<03:50, 28.33it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1892/8416 [00:15<00:53, 120.94it/s]
    Epoch 0:  81%|████████  | 27142/33666 [15:57<03:50, 28.33it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1893/8416 [00:15<00:53, 120.94it/s]
    Epoch 0:  81%|████████  | 27143/33666 [15:57<03:50, 28.34it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1894/8416 [00:15<00:53, 120.95it/s]
    Epoch 0:  81%|████████  | 27144/33666 [15:57<03:50, 28.34it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1895/8416 [00:15<00:53, 120.95it/s]
    Epoch 0:  81%|████████  | 27145/33666 [15:57<03:50, 28.34it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1896/8416 [00:15<00:53, 120.96it/s]
    Epoch 0:  81%|████████  | 27146/33666 [15:57<03:50, 28.34it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1897/8416 [00:15<00:53, 120.96it/s]
    Epoch 0:  81%|████████  | 27147/33666 [15:57<03:50, 28.34it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1898/8416 [00:15<00:53, 120.96it/s]
    Epoch 0:  81%|████████  | 27148/33666 [15:57<03:49, 28.34it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1899/8416 [00:15<00:53, 120.97it/s]
    Epoch 0:  81%|████████  | 27149/33666 [15:57<03:49, 28.34it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1900/8416 [00:15<00:53, 120.94it/s]
    Epoch 0:  81%|████████  | 27150/33666 [15:57<03:49, 28.34it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1901/8416 [00:15<00:53, 120.94it/s]
    Epoch 0:  81%|████████  | 27151/33666 [15:57<03:49, 28.34it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1902/8416 [00:15<00:53, 120.95it/s]
    Epoch 0:  81%|████████  | 27152/33666 [15:57<03:49, 28.34it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1903/8416 [00:15<00:53, 120.95it/s]
    Epoch 0:  81%|████████  | 27153/33666 [15:57<03:49, 28.34it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1904/8416 [00:15<00:53, 120.95it/s]
    Epoch 0:  81%|████████  | 27154/33666 [15:57<03:49, 28.34it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1905/8416 [00:15<00:53, 120.96it/s]
    Epoch 0:  81%|████████  | 27155/33666 [15:58<03:49, 28.35it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1906/8416 [00:15<00:53, 120.96it/s]
    Epoch 0:  81%|████████  | 27156/33666 [15:58<03:49, 28.35it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1907/8416 [00:15<00:53, 120.96it/s]
    Epoch 0:  81%|████████  | 27157/33666 [15:58<03:49, 28.35it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1908/8416 [00:15<00:53, 120.96it/s]
    Epoch 0:  81%|████████  | 27158/33666 [15:58<03:49, 28.35it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1909/8416 [00:15<00:53, 120.97it/s]
    Epoch 0:  81%|████████  | 27159/33666 [15:58<03:49, 28.35it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1910/8416 [00:15<00:53, 120.97it/s]
    Epoch 0:  81%|████████  | 27160/33666 [15:58<03:49, 28.35it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1911/8416 [00:15<00:53, 120.97it/s]
    Epoch 0:  81%|████████  | 27161/33666 [15:58<03:49, 28.35it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1912/8416 [00:15<00:53, 120.97it/s]
    Epoch 0:  81%|████████  | 27162/33666 [15:58<03:49, 28.35it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1913/8416 [00:15<00:53, 120.98it/s]
    Epoch 0:  81%|████████  | 27163/33666 [15:58<03:49, 28.35it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1914/8416 [00:15<00:53, 120.98it/s]
    Epoch 0:  81%|████████  | 27164/33666 [15:58<03:49, 28.35it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1915/8416 [00:15<00:53, 120.98it/s]
    Epoch 0:  81%|████████  | 27165/33666 [15:58<03:49, 28.35it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1916/8416 [00:15<00:53, 120.99it/s]
    Epoch 0:  81%|████████  | 27166/33666 [15:58<03:49, 28.35it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1917/8416 [00:15<00:53, 120.99it/s]
    Epoch 0:  81%|████████  | 27167/33666 [15:58<03:49, 28.36it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1918/8416 [00:15<00:53, 120.99it/s]
    Epoch 0:  81%|████████  | 27168/33666 [15:58<03:49, 28.36it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1919/8416 [00:15<00:53, 120.99it/s]
    Epoch 0:  81%|████████  | 27169/33666 [15:58<03:49, 28.36it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1920/8416 [00:15<00:53, 121.00it/s]
    Epoch 0:  81%|████████  | 27170/33666 [15:58<03:49, 28.36it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1921/8416 [00:15<00:53, 121.00it/s]
    Epoch 0:  81%|████████  | 27171/33666 [15:58<03:49, 28.36it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1922/8416 [00:15<00:53, 121.00it/s]
    Epoch 0:  81%|████████  | 27172/33666 [15:58<03:48, 28.36it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1923/8416 [00:15<00:53, 121.01it/s]
    Epoch 0:  81%|████████  | 27173/33666 [15:58<03:48, 28.36it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1924/8416 [00:15<00:53, 121.01it/s]
    Epoch 0:  81%|████████  | 27174/33666 [15:58<03:48, 28.36it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1925/8416 [00:15<00:53, 121.01it/s]
    Epoch 0:  81%|████████  | 27175/33666 [15:58<03:48, 28.36it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1926/8416 [00:15<00:53, 121.02it/s]
    Epoch 0:  81%|████████  | 27176/33666 [15:58<03:48, 28.36it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1927/8416 [00:15<00:53, 121.02it/s]
    Epoch 0:  81%|████████  | 27177/33666 [15:58<03:48, 28.36it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1928/8416 [00:15<00:53, 121.01it/s]
    Epoch 0:  81%|████████  | 27178/33666 [15:58<03:48, 28.36it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1929/8416 [00:15<00:53, 121.02it/s]
    Epoch 0:  81%|████████  | 27179/33666 [15:58<03:48, 28.36it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1930/8416 [00:15<00:53, 121.02it/s]
    Epoch 0:  81%|████████  | 27180/33666 [15:58<03:48, 28.37it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1931/8416 [00:15<00:53, 121.02it/s]
    Epoch 0:  81%|████████  | 27181/33666 [15:58<03:48, 28.37it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1932/8416 [00:15<00:53, 121.03it/s]
    Epoch 0:  81%|████████  | 27182/33666 [15:58<03:48, 28.37it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1933/8416 [00:15<00:53, 121.03it/s]
    Epoch 0:  81%|████████  | 27183/33666 [15:58<03:48, 28.37it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1934/8416 [00:15<00:53, 121.03it/s]
    Epoch 0:  81%|████████  | 27184/33666 [15:58<03:48, 28.37it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1935/8416 [00:15<00:53, 121.04it/s]
    Epoch 0:  81%|████████  | 27185/33666 [15:58<03:48, 28.37it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1936/8416 [00:15<00:53, 121.04it/s]
    Epoch 0:  81%|████████  | 27186/33666 [15:58<03:48, 28.37it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1937/8416 [00:16<00:53, 121.04it/s]
    Epoch 0:  81%|████████  | 27187/33666 [15:58<03:48, 28.37it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1938/8416 [00:16<00:53, 121.05it/s]
    Epoch 0:  81%|████████  | 27188/33666 [15:58<03:48, 28.37it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1939/8416 [00:16<00:53, 121.05it/s]
    Epoch 0:  81%|████████  | 27189/33666 [15:58<03:48, 28.37it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1940/8416 [00:16<00:53, 121.05it/s]
    Epoch 0:  81%|████████  | 27190/33666 [15:58<03:48, 28.37it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1941/8416 [00:16<00:53, 121.05it/s]
    Epoch 0:  81%|████████  | 27191/33666 [15:58<03:48, 28.37it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1942/8416 [00:16<00:53, 121.06it/s]
    Epoch 0:  81%|████████  | 27192/33666 [15:58<03:48, 28.38it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1943/8416 [00:16<00:53, 121.06it/s]
    Epoch 0:  81%|████████  | 27193/33666 [15:58<03:48, 28.38it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1944/8416 [00:16<00:53, 121.06it/s]
    Epoch 0:  81%|████████  | 27194/33666 [15:58<03:48, 28.38it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1945/8416 [00:16<00:53, 121.07it/s]
    Epoch 0:  81%|████████  | 27195/33666 [15:58<03:48, 28.38it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1946/8416 [00:16<00:53, 121.07it/s]
    Epoch 0:  81%|████████  | 27196/33666 [15:58<03:47, 28.38it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1947/8416 [00:16<00:53, 121.07it/s]
    Epoch 0:  81%|████████  | 27197/33666 [15:58<03:47, 28.38it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1948/8416 [00:16<00:53, 121.08it/s]
    Epoch 0:  81%|████████  | 27198/33666 [15:58<03:47, 28.38it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1949/8416 [00:16<00:53, 121.06it/s]
    Epoch 0:  81%|████████  | 27199/33666 [15:58<03:47, 28.38it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1950/8416 [00:16<00:53, 121.05it/s]
    Epoch 0:  81%|████████  | 27200/33666 [15:58<03:47, 28.38it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1951/8416 [00:16<00:53, 121.05it/s]
    Epoch 0:  81%|████████  | 27201/33666 [15:58<03:47, 28.38it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1952/8416 [00:16<00:53, 121.05it/s]
    Epoch 0:  81%|████████  | 27202/33666 [15:58<03:47, 28.38it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1953/8416 [00:16<00:53, 121.05it/s]
    Epoch 0:  81%|████████  | 27203/33666 [15:58<03:47, 28.38it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1954/8416 [00:16<00:53, 121.05it/s]
    Epoch 0:  81%|████████  | 27204/33666 [15:58<03:47, 28.38it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1955/8416 [00:16<00:53, 121.05it/s]
    Epoch 0:  81%|████████  | 27205/33666 [15:58<03:47, 28.39it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1956/8416 [00:16<00:53, 121.04it/s]
    Epoch 0:  81%|████████  | 27206/33666 [15:58<03:47, 28.39it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1957/8416 [00:16<00:53, 121.05it/s]
    Epoch 0:  81%|████████  | 27207/33666 [15:58<03:47, 28.39it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1958/8416 [00:16<00:53, 121.05it/s]
    Epoch 0:  81%|████████  | 27208/33666 [15:58<03:47, 28.39it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1959/8416 [00:16<00:53, 121.05it/s]
    Epoch 0:  81%|████████  | 27209/33666 [15:58<03:47, 28.39it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1960/8416 [00:16<00:53, 121.05it/s]
    Epoch 0:  81%|████████  | 27210/33666 [15:58<03:47, 28.39it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1961/8416 [00:16<00:53, 121.05it/s]
    Epoch 0:  81%|████████  | 27211/33666 [15:58<03:47, 28.39it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1962/8416 [00:16<00:53, 121.05it/s]
    Epoch 0:  81%|████████  | 27212/33666 [15:58<03:47, 28.39it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1963/8416 [00:16<00:53, 121.05it/s]
    Epoch 0:  81%|████████  | 27213/33666 [15:58<03:47, 28.39it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1964/8416 [00:16<00:53, 121.05it/s]
    Epoch 0:  81%|████████  | 27214/33666 [15:58<03:47, 28.39it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1965/8416 [00:16<00:53, 121.05it/s]
    Epoch 0:  81%|████████  | 27215/33666 [15:58<03:47, 28.39it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1966/8416 [00:16<00:53, 121.05it/s]
    Epoch 0:  81%|████████  | 27216/33666 [15:58<03:47, 28.39it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1967/8416 [00:16<00:53, 121.05it/s]
    Epoch 0:  81%|████████  | 27217/33666 [15:58<03:47, 28.40it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1968/8416 [00:16<00:53, 121.05it/s]
    Epoch 0:  81%|████████  | 27218/33666 [15:58<03:47, 28.40it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1969/8416 [00:16<00:53, 121.05it/s]
    Epoch 0:  81%|████████  | 27219/33666 [15:58<03:47, 28.40it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1970/8416 [00:16<00:53, 121.04it/s]
    Epoch 0:  81%|████████  | 27220/33666 [15:58<03:46, 28.40it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1971/8416 [00:16<00:53, 121.04it/s]
    Epoch 0:  81%|████████  | 27221/33666 [15:58<03:46, 28.40it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1972/8416 [00:16<00:53, 121.04it/s]
    Epoch 0:  81%|████████  | 27222/33666 [15:58<03:46, 28.40it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1973/8416 [00:16<00:53, 121.04it/s]
    Epoch 0:  81%|████████  | 27223/33666 [15:58<03:46, 28.40it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1974/8416 [00:16<00:53, 121.04it/s]
    Epoch 0:  81%|████████  | 27224/33666 [15:58<03:46, 28.40it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1975/8416 [00:16<00:53, 121.04it/s]
    Epoch 0:  81%|████████  | 27225/33666 [15:58<03:46, 28.40it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1976/8416 [00:16<00:53, 121.04it/s]
    Epoch 0:  81%|████████  | 27226/33666 [15:58<03:46, 28.40it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1977/8416 [00:16<00:53, 121.04it/s]
    Epoch 0:  81%|████████  | 27227/33666 [15:58<03:46, 28.40it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1978/8416 [00:16<00:53, 121.04it/s]
    Epoch 0:  81%|████████  | 27228/33666 [15:58<03:46, 28.40it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1979/8416 [00:16<00:53, 121.04it/s]
    Epoch 0:  81%|████████  | 27229/33666 [15:58<03:46, 28.40it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1980/8416 [00:16<00:53, 121.05it/s]
    Epoch 0:  81%|████████  | 27230/33666 [15:58<03:46, 28.41it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1981/8416 [00:16<00:53, 121.05it/s]
    Epoch 0:  81%|████████  | 27231/33666 [15:58<03:46, 28.41it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1982/8416 [00:16<00:53, 121.05it/s]
    Epoch 0:  81%|████████  | 27232/33666 [15:58<03:46, 28.41it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1983/8416 [00:16<00:53, 121.05it/s]
    Epoch 0:  81%|████████  | 27233/33666 [15:58<03:46, 28.41it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1984/8416 [00:16<00:53, 121.06it/s]
    Epoch 0:  81%|████████  | 27234/33666 [15:58<03:46, 28.41it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1985/8416 [00:16<00:53, 121.06it/s]
    Epoch 0:  81%|████████  | 27235/33666 [15:58<03:46, 28.41it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1986/8416 [00:16<00:53, 121.06it/s]
    Epoch 0:  81%|████████  | 27236/33666 [15:58<03:46, 28.41it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1987/8416 [00:16<00:53, 121.06it/s]
    Epoch 0:  81%|████████  | 27237/33666 [15:58<03:46, 28.41it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1988/8416 [00:16<00:53, 121.07it/s]
    Epoch 0:  81%|████████  | 27238/33666 [15:58<03:46, 28.41it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1989/8416 [00:16<00:53, 121.07it/s]
    Epoch 0:  81%|████████  | 27239/33666 [15:58<03:46, 28.41it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1990/8416 [00:16<00:53, 121.07it/s]
    Epoch 0:  81%|████████  | 27240/33666 [15:58<03:46, 28.41it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1991/8416 [00:16<00:53, 121.07it/s]
    Epoch 0:  81%|████████  | 27241/33666 [15:58<03:46, 28.41it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1992/8416 [00:16<00:53, 121.07it/s]
    Epoch 0:  81%|████████  | 27242/33666 [15:58<03:46, 28.42it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1993/8416 [00:16<00:53, 121.07it/s]
    Epoch 0:  81%|████████  | 27243/33666 [15:58<03:46, 28.42it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1994/8416 [00:16<00:53, 121.08it/s]
    Epoch 0:  81%|████████  | 27244/33666 [15:58<03:45, 28.42it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1995/8416 [00:16<00:53, 121.08it/s]
    Epoch 0:  81%|████████  | 27245/33666 [15:58<03:45, 28.42it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1996/8416 [00:16<00:53, 121.08it/s]
    Epoch 0:  81%|████████  | 27246/33666 [15:58<03:45, 28.42it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1997/8416 [00:16<00:53, 121.08it/s]
    Epoch 0:  81%|████████  | 27247/33666 [15:58<03:45, 28.42it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1998/8416 [00:16<00:53, 121.09it/s]
    Epoch 0:  81%|████████  | 27248/33666 [15:58<03:45, 28.42it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 1999/8416 [00:16<00:52, 121.09it/s]
    Epoch 0:  81%|████████  | 27249/33666 [15:58<03:45, 28.42it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2000/8416 [00:16<00:52, 121.09it/s]
    Epoch 0:  81%|████████  | 27250/33666 [15:58<03:45, 28.42it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2001/8416 [00:16<00:52, 121.09it/s]
    Epoch 0:  81%|████████  | 27251/33666 [15:58<03:45, 28.42it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2002/8416 [00:16<00:52, 121.10it/s]
    Epoch 0:  81%|████████  | 27252/33666 [15:58<03:45, 28.42it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2003/8416 [00:16<00:52, 121.10it/s]
    Epoch 0:  81%|████████  | 27253/33666 [15:58<03:45, 28.42it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2004/8416 [00:16<00:52, 121.10it/s]
    Epoch 0:  81%|████████  | 27254/33666 [15:58<03:45, 28.42it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2005/8416 [00:16<00:52, 121.10it/s]
    Epoch 0:  81%|████████  | 27255/33666 [15:58<03:45, 28.43it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2006/8416 [00:16<00:52, 121.11it/s]
    Epoch 0:  81%|████████  | 27256/33666 [15:58<03:45, 28.43it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2007/8416 [00:16<00:52, 121.11it/s]
    Epoch 0:  81%|████████  | 27257/33666 [15:58<03:45, 28.43it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2008/8416 [00:16<00:52, 121.11it/s]
    Epoch 0:  81%|████████  | 27258/33666 [15:58<03:45, 28.43it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2009/8416 [00:16<00:52, 121.12it/s]
    Epoch 0:  81%|████████  | 27259/33666 [15:58<03:45, 28.43it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2010/8416 [00:16<00:52, 121.12it/s]
    Epoch 0:  81%|████████  | 27260/33666 [15:58<03:45, 28.43it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2011/8416 [00:16<00:52, 121.12it/s]
    Epoch 0:  81%|████████  | 27261/33666 [15:58<03:45, 28.43it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2012/8416 [00:16<00:52, 121.12it/s]
    Epoch 0:  81%|████████  | 27262/33666 [15:58<03:45, 28.43it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2013/8416 [00:16<00:52, 121.12it/s]
    Epoch 0:  81%|████████  | 27263/33666 [15:58<03:45, 28.43it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2014/8416 [00:16<00:52, 121.13it/s]
    Epoch 0:  81%|████████  | 27264/33666 [15:58<03:45, 28.43it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2015/8416 [00:16<00:52, 121.13it/s]
    Epoch 0:  81%|████████  | 27265/33666 [15:58<03:45, 28.43it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2016/8416 [00:16<00:52, 121.13it/s]
    Epoch 0:  81%|████████  | 27266/33666 [15:58<03:45, 28.43it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2017/8416 [00:16<00:52, 121.13it/s]
    Epoch 0:  81%|████████  | 27267/33666 [15:58<03:45, 28.44it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2018/8416 [00:16<00:52, 121.13it/s]
    Epoch 0:  81%|████████  | 27268/33666 [15:58<03:44, 28.44it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2019/8416 [00:16<00:52, 121.14it/s]
    Epoch 0:  81%|████████  | 27269/33666 [15:58<03:44, 28.44it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2020/8416 [00:16<00:52, 121.14it/s]
    Epoch 0:  81%|████████  | 27270/33666 [15:58<03:44, 28.44it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2021/8416 [00:16<00:52, 121.14it/s]
    Epoch 0:  81%|████████  | 27271/33666 [15:58<03:44, 28.44it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2022/8416 [00:16<00:52, 121.14it/s]
    Epoch 0:  81%|████████  | 27272/33666 [15:58<03:44, 28.44it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2023/8416 [00:16<00:52, 121.15it/s]
    Epoch 0:  81%|████████  | 27273/33666 [15:58<03:44, 28.44it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2024/8416 [00:16<00:52, 121.15it/s]
    Epoch 0:  81%|████████  | 27274/33666 [15:58<03:44, 28.44it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2025/8416 [00:16<00:52, 121.15it/s]
    Epoch 0:  81%|████████  | 27275/33666 [15:58<03:44, 28.44it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2026/8416 [00:16<00:52, 121.15it/s]
    Epoch 0:  81%|████████  | 27276/33666 [15:58<03:44, 28.44it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2027/8416 [00:16<00:52, 121.16it/s]
    Epoch 0:  81%|████████  | 27277/33666 [15:58<03:44, 28.44it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2028/8416 [00:16<00:52, 121.16it/s]
    Epoch 0:  81%|████████  | 27278/33666 [15:58<03:44, 28.44it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2029/8416 [00:16<00:52, 121.16it/s]
    Epoch 0:  81%|████████  | 27279/33666 [15:59<03:44, 28.45it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2030/8416 [00:16<00:52, 121.16it/s]
    Epoch 0:  81%|████████  | 27280/33666 [15:59<03:44, 28.45it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2031/8416 [00:16<00:52, 121.16it/s]
    Epoch 0:  81%|████████  | 27281/33666 [15:59<03:44, 28.45it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2032/8416 [00:16<00:52, 121.16it/s]
    Epoch 0:  81%|████████  | 27282/33666 [15:59<03:44, 28.45it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2033/8416 [00:16<00:52, 121.16it/s]
    Epoch 0:  81%|████████  | 27283/33666 [15:59<03:44, 28.45it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2034/8416 [00:16<00:52, 121.16it/s]
    Epoch 0:  81%|████████  | 27284/33666 [15:59<03:44, 28.45it/s, loss=4.2, v_num=0]

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    Epoch 0:  81%|████████  | 27330/33666 [15:59<03:42, 28.49it/s, loss=4.2, v_num=0]

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    Epoch 0:  81%|████████  | 27331/33666 [15:59<03:42, 28.49it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2082/8416 [00:17<00:52, 121.15it/s]
    Epoch 0:  81%|████████  | 27332/33666 [15:59<03:42, 28.49it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2083/8416 [00:17<00:52, 121.15it/s]
    Epoch 0:  81%|████████  | 27333/33666 [15:59<03:42, 28.49it/s, loss=4.2, v_num=0]

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    Epoch 0:  81%|████████  | 27334/33666 [15:59<03:42, 28.49it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2085/8416 [00:17<00:52, 121.15it/s]
    Epoch 0:  81%|████████  | 27335/33666 [15:59<03:42, 28.49it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2086/8416 [00:17<00:52, 121.16it/s]
    Epoch 0:  81%|████████  | 27336/33666 [15:59<03:42, 28.49it/s, loss=4.2, v_num=0]

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    Epoch 0:  81%|████████  | 27337/33666 [15:59<03:42, 28.49it/s, loss=4.2, v_num=0]

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    Epoch 0:  81%|████████▏ | 27375/33666 [15:59<03:40, 28.52it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2126/8416 [00:17<00:51, 121.18it/s]
    Epoch 0:  81%|████████▏ | 27376/33666 [15:59<03:40, 28.52it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2127/8416 [00:17<00:51, 121.18it/s]
    Epoch 0:  81%|████████▏ | 27377/33666 [15:59<03:40, 28.52it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2128/8416 [00:17<00:51, 121.18it/s]
    Epoch 0:  81%|████████▏ | 27378/33666 [15:59<03:40, 28.52it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2129/8416 [00:17<00:51, 121.18it/s]
    Epoch 0:  81%|████████▏ | 27379/33666 [15:59<03:40, 28.52it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2130/8416 [00:17<00:51, 121.18it/s]
    Epoch 0:  81%|████████▏ | 27380/33666 [15:59<03:40, 28.53it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2131/8416 [00:17<00:51, 121.18it/s]
    Epoch 0:  81%|████████▏ | 27381/33666 [15:59<03:40, 28.53it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2132/8416 [00:17<00:51, 121.18it/s]
    Epoch 0:  81%|████████▏ | 27382/33666 [15:59<03:40, 28.53it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2133/8416 [00:17<00:51, 121.18it/s]
    Epoch 0:  81%|████████▏ | 27383/33666 [15:59<03:40, 28.53it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2134/8416 [00:17<00:51, 121.19it/s]
    Epoch 0:  81%|████████▏ | 27384/33666 [15:59<03:40, 28.53it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2135/8416 [00:17<00:51, 121.19it/s]
    Epoch 0:  81%|████████▏ | 27385/33666 [15:59<03:40, 28.53it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2136/8416 [00:17<00:51, 121.19it/s]
    Epoch 0:  81%|████████▏ | 27386/33666 [15:59<03:40, 28.53it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2137/8416 [00:17<00:51, 121.19it/s]
    Epoch 0:  81%|████████▏ | 27387/33666 [15:59<03:40, 28.53it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2138/8416 [00:17<00:51, 121.19it/s]
    Epoch 0:  81%|████████▏ | 27388/33666 [15:59<03:40, 28.53it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2139/8416 [00:17<00:51, 121.19it/s]
    Epoch 0:  81%|████████▏ | 27389/33666 [15:59<03:39, 28.53it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2140/8416 [00:17<00:51, 121.19it/s]
    Epoch 0:  81%|████████▏ | 27390/33666 [15:59<03:39, 28.53it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2141/8416 [00:17<00:51, 121.19it/s]
    Epoch 0:  81%|████████▏ | 27391/33666 [15:59<03:39, 28.53it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2142/8416 [00:17<00:51, 121.19it/s]
    Epoch 0:  81%|████████▏ | 27392/33666 [15:59<03:39, 28.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2143/8416 [00:17<00:51, 121.19it/s]
    Epoch 0:  81%|████████▏ | 27393/33666 [15:59<03:39, 28.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2144/8416 [00:17<00:51, 121.19it/s]
    Epoch 0:  81%|████████▏ | 27394/33666 [15:59<03:39, 28.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2145/8416 [00:17<00:51, 121.19it/s]
    Epoch 0:  81%|████████▏ | 27395/33666 [15:59<03:39, 28.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2146/8416 [00:17<00:51, 121.19it/s]
    Epoch 0:  81%|████████▏ | 27396/33666 [15:59<03:39, 28.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2147/8416 [00:17<00:51, 121.19it/s]
    Epoch 0:  81%|████████▏ | 27397/33666 [15:59<03:39, 28.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2148/8416 [00:17<00:51, 121.19it/s]
    Epoch 0:  81%|████████▏ | 27398/33666 [15:59<03:39, 28.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2149/8416 [00:17<00:51, 121.19it/s]
    Epoch 0:  81%|████████▏ | 27399/33666 [15:59<03:39, 28.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2150/8416 [00:17<00:51, 121.19it/s]
    Epoch 0:  81%|████████▏ | 27400/33666 [15:59<03:39, 28.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2151/8416 [00:17<00:51, 121.20it/s]
    Epoch 0:  81%|████████▏ | 27401/33666 [16:00<03:39, 28.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2152/8416 [00:17<00:51, 121.20it/s]
    Epoch 0:  81%|████████▏ | 27402/33666 [16:00<03:39, 28.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2153/8416 [00:17<00:51, 121.20it/s]
    Epoch 0:  81%|████████▏ | 27403/33666 [16:00<03:39, 28.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2154/8416 [00:17<00:51, 121.20it/s]
    Epoch 0:  81%|████████▏ | 27404/33666 [16:00<03:39, 28.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2155/8416 [00:17<00:51, 121.20it/s]
    Epoch 0:  81%|████████▏ | 27405/33666 [16:00<03:39, 28.55it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2156/8416 [00:17<00:51, 121.20it/s]
    Epoch 0:  81%|████████▏ | 27406/33666 [16:00<03:39, 28.55it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2157/8416 [00:17<00:51, 121.20it/s]
    Epoch 0:  81%|████████▏ | 27407/33666 [16:00<03:39, 28.55it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2158/8416 [00:17<00:51, 121.20it/s]
    Epoch 0:  81%|████████▏ | 27408/33666 [16:00<03:39, 28.55it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2159/8416 [00:17<00:51, 121.20it/s]
    Epoch 0:  81%|████████▏ | 27409/33666 [16:00<03:39, 28.55it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2160/8416 [00:17<00:51, 121.20it/s]
    Epoch 0:  81%|████████▏ | 27410/33666 [16:00<03:39, 28.55it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2161/8416 [00:17<00:51, 121.20it/s]
    Epoch 0:  81%|████████▏ | 27411/33666 [16:00<03:39, 28.55it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2162/8416 [00:17<00:51, 121.20it/s]
    Epoch 0:  81%|████████▏ | 27412/33666 [16:00<03:39, 28.55it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2163/8416 [00:17<00:51, 121.20it/s]
    Epoch 0:  81%|████████▏ | 27413/33666 [16:00<03:39, 28.55it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2164/8416 [00:17<00:51, 121.21it/s]
    Epoch 0:  81%|████████▏ | 27414/33666 [16:00<03:38, 28.55it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2165/8416 [00:17<00:51, 121.21it/s]
    Epoch 0:  81%|████████▏ | 27415/33666 [16:00<03:38, 28.55it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2166/8416 [00:17<00:51, 121.21it/s]
    Epoch 0:  81%|████████▏ | 27416/33666 [16:00<03:38, 28.55it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2167/8416 [00:17<00:51, 121.21it/s]
    Epoch 0:  81%|████████▏ | 27417/33666 [16:00<03:38, 28.56it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2168/8416 [00:17<00:51, 121.21it/s]
    Epoch 0:  81%|████████▏ | 27418/33666 [16:00<03:38, 28.56it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2169/8416 [00:17<00:51, 121.21it/s]
    Epoch 0:  81%|████████▏ | 27419/33666 [16:00<03:38, 28.56it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2170/8416 [00:17<00:51, 121.21it/s]
    Epoch 0:  81%|████████▏ | 27420/33666 [16:00<03:38, 28.56it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2171/8416 [00:17<00:51, 121.21it/s]
    Epoch 0:  81%|████████▏ | 27421/33666 [16:00<03:38, 28.56it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2172/8416 [00:17<00:51, 121.21it/s]
    Epoch 0:  81%|████████▏ | 27422/33666 [16:00<03:38, 28.56it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2173/8416 [00:17<00:51, 121.21it/s]
    Epoch 0:  81%|████████▏ | 27423/33666 [16:00<03:38, 28.56it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2174/8416 [00:17<00:51, 121.21it/s]
    Epoch 0:  81%|████████▏ | 27424/33666 [16:00<03:38, 28.56it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2175/8416 [00:17<00:51, 121.21it/s]
    Epoch 0:  81%|████████▏ | 27425/33666 [16:00<03:38, 28.56it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2176/8416 [00:17<00:51, 121.21it/s]
    Epoch 0:  81%|████████▏ | 27426/33666 [16:00<03:38, 28.56it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2177/8416 [00:17<00:51, 121.22it/s]
    Epoch 0:  81%|████████▏ | 27427/33666 [16:00<03:38, 28.56it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2178/8416 [00:17<00:51, 121.22it/s]
    Epoch 0:  81%|████████▏ | 27428/33666 [16:00<03:38, 28.56it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2179/8416 [00:17<00:51, 121.22it/s]
    Epoch 0:  81%|████████▏ | 27429/33666 [16:00<03:38, 28.56it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2180/8416 [00:17<00:51, 121.22it/s]
    Epoch 0:  81%|████████▏ | 27430/33666 [16:00<03:38, 28.57it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2181/8416 [00:17<00:51, 121.22it/s]
    Epoch 0:  81%|████████▏ | 27431/33666 [16:00<03:38, 28.57it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2182/8416 [00:18<00:51, 121.22it/s]
    Epoch 0:  81%|████████▏ | 27432/33666 [16:00<03:38, 28.57it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2183/8416 [00:18<00:51, 121.22it/s]
    Epoch 0:  81%|████████▏ | 27433/33666 [16:00<03:38, 28.57it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2184/8416 [00:18<00:51, 121.22it/s]
    Epoch 0:  81%|████████▏ | 27434/33666 [16:00<03:38, 28.57it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2185/8416 [00:18<00:51, 121.22it/s]
    Epoch 0:  81%|████████▏ | 27435/33666 [16:00<03:38, 28.57it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2186/8416 [00:18<00:51, 121.22it/s]
    Epoch 0:  81%|████████▏ | 27436/33666 [16:00<03:38, 28.57it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2187/8416 [00:18<00:51, 121.22it/s]
    Epoch 0:  81%|████████▏ | 27437/33666 [16:00<03:38, 28.57it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2188/8416 [00:18<00:51, 121.22it/s]
    Epoch 0:  82%|████████▏ | 27438/33666 [16:00<03:37, 28.57it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2189/8416 [00:18<00:51, 121.22it/s]
    Epoch 0:  82%|████████▏ | 27439/33666 [16:00<03:37, 28.57it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2190/8416 [00:18<00:51, 121.22it/s]
    Epoch 0:  82%|████████▏ | 27440/33666 [16:00<03:37, 28.57it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2191/8416 [00:18<00:51, 121.22it/s]
    Epoch 0:  82%|████████▏ | 27441/33666 [16:00<03:37, 28.57it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2192/8416 [00:18<00:51, 121.22it/s]
    Epoch 0:  82%|████████▏ | 27442/33666 [16:00<03:37, 28.58it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2193/8416 [00:18<00:51, 121.22it/s]
    Epoch 0:  82%|████████▏ | 27443/33666 [16:00<03:37, 28.58it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2194/8416 [00:18<00:51, 121.22it/s]
    Epoch 0:  82%|████████▏ | 27444/33666 [16:00<03:37, 28.58it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2195/8416 [00:18<00:51, 121.23it/s]
    Epoch 0:  82%|████████▏ | 27445/33666 [16:00<03:37, 28.58it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2196/8416 [00:18<00:51, 121.23it/s]
    Epoch 0:  82%|████████▏ | 27446/33666 [16:00<03:37, 28.58it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2197/8416 [00:18<00:51, 121.23it/s]
    Epoch 0:  82%|████████▏ | 27447/33666 [16:00<03:37, 28.58it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2198/8416 [00:18<00:51, 121.23it/s]
    Epoch 0:  82%|████████▏ | 27448/33666 [16:00<03:37, 28.58it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2199/8416 [00:18<00:51, 121.23it/s]
    Epoch 0:  82%|████████▏ | 27449/33666 [16:00<03:37, 28.58it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2200/8416 [00:18<00:51, 121.23it/s]
    Epoch 0:  82%|████████▏ | 27450/33666 [16:00<03:37, 28.58it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2201/8416 [00:18<00:51, 121.23it/s]
    Epoch 0:  82%|████████▏ | 27451/33666 [16:00<03:37, 28.58it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2202/8416 [00:18<00:51, 121.23it/s]
    Epoch 0:  82%|████████▏ | 27452/33666 [16:00<03:37, 28.58it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2203/8416 [00:18<00:51, 121.23it/s]
    Epoch 0:  82%|████████▏ | 27453/33666 [16:00<03:37, 28.58it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2204/8416 [00:18<00:51, 121.23it/s]
    Epoch 0:  82%|████████▏ | 27454/33666 [16:00<03:37, 28.58it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2205/8416 [00:18<00:51, 121.24it/s]
    Epoch 0:  82%|████████▏ | 27455/33666 [16:00<03:37, 28.59it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2206/8416 [00:18<00:51, 121.24it/s]
    Epoch 0:  82%|████████▏ | 27456/33666 [16:00<03:37, 28.59it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2207/8416 [00:18<00:51, 121.24it/s]
    Epoch 0:  82%|████████▏ | 27457/33666 [16:00<03:37, 28.59it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2208/8416 [00:18<00:51, 121.24it/s]
    Epoch 0:  82%|████████▏ | 27458/33666 [16:00<03:37, 28.59it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2209/8416 [00:18<00:51, 121.24it/s]
    Epoch 0:  82%|████████▏ | 27459/33666 [16:00<03:37, 28.59it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2210/8416 [00:18<00:51, 121.24it/s]
    Epoch 0:  82%|████████▏ | 27460/33666 [16:00<03:37, 28.59it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2211/8416 [00:18<00:51, 121.24it/s]
    Epoch 0:  82%|████████▏ | 27461/33666 [16:00<03:37, 28.59it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2212/8416 [00:18<00:51, 121.24it/s]
    Epoch 0:  82%|████████▏ | 27462/33666 [16:00<03:36, 28.59it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2213/8416 [00:18<00:51, 121.24it/s]
    Epoch 0:  82%|████████▏ | 27463/33666 [16:00<03:36, 28.59it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2214/8416 [00:18<00:51, 121.24it/s]
    Epoch 0:  82%|████████▏ | 27464/33666 [16:00<03:36, 28.59it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2215/8416 [00:18<00:51, 121.24it/s]
    Epoch 0:  82%|████████▏ | 27465/33666 [16:00<03:36, 28.59it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2216/8416 [00:18<00:51, 121.24it/s]
    Epoch 0:  82%|████████▏ | 27466/33666 [16:00<03:36, 28.59it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2217/8416 [00:18<00:51, 121.25it/s]
    Epoch 0:  82%|████████▏ | 27467/33666 [16:00<03:36, 28.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2218/8416 [00:18<00:51, 121.25it/s]
    Epoch 0:  82%|████████▏ | 27468/33666 [16:00<03:36, 28.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2219/8416 [00:18<00:51, 121.25it/s]
    Epoch 0:  82%|████████▏ | 27469/33666 [16:00<03:36, 28.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2220/8416 [00:18<00:51, 121.25it/s]
    Epoch 0:  82%|████████▏ | 27470/33666 [16:00<03:36, 28.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2221/8416 [00:18<00:51, 121.25it/s]
    Epoch 0:  82%|████████▏ | 27471/33666 [16:00<03:36, 28.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2222/8416 [00:18<00:51, 121.25it/s]
    Epoch 0:  82%|████████▏ | 27472/33666 [16:00<03:36, 28.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2223/8416 [00:18<00:51, 121.25it/s]
    Epoch 0:  82%|████████▏ | 27473/33666 [16:00<03:36, 28.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2224/8416 [00:18<00:51, 121.25it/s]
    Epoch 0:  82%|████████▏ | 27474/33666 [16:00<03:36, 28.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2225/8416 [00:18<00:51, 121.25it/s]
    Epoch 0:  82%|████████▏ | 27475/33666 [16:00<03:36, 28.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2226/8416 [00:18<00:51, 121.26it/s]
    Epoch 0:  82%|████████▏ | 27476/33666 [16:00<03:36, 28.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2227/8416 [00:18<00:51, 121.26it/s]
    Epoch 0:  82%|████████▏ | 27477/33666 [16:00<03:36, 28.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2228/8416 [00:18<00:51, 121.26it/s]
    Epoch 0:  82%|████████▏ | 27478/33666 [16:00<03:36, 28.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2229/8416 [00:18<00:51, 121.26it/s]
    Epoch 0:  82%|████████▏ | 27479/33666 [16:00<03:36, 28.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2230/8416 [00:18<00:51, 121.26it/s]
    Epoch 0:  82%|████████▏ | 27480/33666 [16:00<03:36, 28.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2231/8416 [00:18<00:51, 121.26it/s]
    Epoch 0:  82%|████████▏ | 27481/33666 [16:00<03:36, 28.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2232/8416 [00:18<00:50, 121.26it/s]
    Epoch 0:  82%|████████▏ | 27482/33666 [16:00<03:36, 28.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2233/8416 [00:18<00:50, 121.26it/s]
    Epoch 0:  82%|████████▏ | 27483/33666 [16:00<03:36, 28.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2234/8416 [00:18<00:50, 121.26it/s]
    Epoch 0:  82%|████████▏ | 27484/33666 [16:00<03:36, 28.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2235/8416 [00:18<00:50, 121.26it/s]
    Epoch 0:  82%|████████▏ | 27485/33666 [16:00<03:36, 28.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2236/8416 [00:18<00:50, 121.26it/s]
    Epoch 0:  82%|████████▏ | 27486/33666 [16:00<03:36, 28.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2237/8416 [00:18<00:50, 121.26it/s]
    Epoch 0:  82%|████████▏ | 27487/33666 [16:00<03:35, 28.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2238/8416 [00:18<00:50, 121.26it/s]
    Epoch 0:  82%|████████▏ | 27488/33666 [16:00<03:35, 28.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2239/8416 [00:18<00:50, 121.27it/s]
    Epoch 0:  82%|████████▏ | 27489/33666 [16:00<03:35, 28.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2240/8416 [00:18<00:50, 121.27it/s]
    Epoch 0:  82%|████████▏ | 27490/33666 [16:00<03:35, 28.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2241/8416 [00:18<00:50, 121.27it/s]
    Epoch 0:  82%|████████▏ | 27491/33666 [16:00<03:35, 28.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2242/8416 [00:18<00:50, 121.24it/s]
    Epoch 0:  82%|████████▏ | 27492/33666 [16:00<03:35, 28.62it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2243/8416 [00:18<00:50, 121.24it/s]
    Epoch 0:  82%|████████▏ | 27493/33666 [16:00<03:35, 28.62it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2244/8416 [00:18<00:50, 121.24it/s]
    Epoch 0:  82%|████████▏ | 27494/33666 [16:00<03:35, 28.62it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2245/8416 [00:18<00:50, 121.24it/s]
    Epoch 0:  82%|████████▏ | 27495/33666 [16:00<03:35, 28.62it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2246/8416 [00:18<00:50, 121.24it/s]
    Epoch 0:  82%|████████▏ | 27496/33666 [16:00<03:35, 28.62it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2247/8416 [00:18<00:50, 121.24it/s]
    Epoch 0:  82%|████████▏ | 27497/33666 [16:00<03:35, 28.62it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2248/8416 [00:18<00:50, 121.23it/s]
    Epoch 0:  82%|████████▏ | 27498/33666 [16:00<03:35, 28.62it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2249/8416 [00:18<00:50, 121.23it/s]
    Epoch 0:  82%|████████▏ | 27499/33666 [16:00<03:35, 28.62it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2250/8416 [00:18<00:50, 121.23it/s]
    Epoch 0:  82%|████████▏ | 27500/33666 [16:00<03:35, 28.62it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2251/8416 [00:18<00:50, 121.23it/s]
    Epoch 0:  82%|████████▏ | 27501/33666 [16:00<03:35, 28.62it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2252/8416 [00:18<00:50, 121.23it/s]
    Epoch 0:  82%|████████▏ | 27502/33666 [16:00<03:35, 28.62it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2253/8416 [00:18<00:50, 121.23it/s]
    Epoch 0:  82%|████████▏ | 27503/33666 [16:00<03:35, 28.62it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2254/8416 [00:18<00:50, 121.23it/s]
    Epoch 0:  82%|████████▏ | 27504/33666 [16:00<03:35, 28.62it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2255/8416 [00:18<00:50, 121.23it/s]
    Epoch 0:  82%|████████▏ | 27505/33666 [16:00<03:35, 28.63it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2256/8416 [00:18<00:50, 121.23it/s]
    Epoch 0:  82%|████████▏ | 27506/33666 [16:00<03:35, 28.63it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2257/8416 [00:18<00:50, 121.23it/s]
    Epoch 0:  82%|████████▏ | 27507/33666 [16:00<03:35, 28.63it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2258/8416 [00:18<00:50, 121.23it/s]
    Epoch 0:  82%|████████▏ | 27508/33666 [16:00<03:35, 28.63it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2259/8416 [00:18<00:50, 121.23it/s]
    Epoch 0:  82%|████████▏ | 27509/33666 [16:00<03:35, 28.63it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2260/8416 [00:18<00:50, 121.23it/s]
    Epoch 0:  82%|████████▏ | 27510/33666 [16:00<03:35, 28.63it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2261/8416 [00:18<00:50, 121.24it/s]
    Epoch 0:  82%|████████▏ | 27511/33666 [16:00<03:34, 28.63it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2262/8416 [00:18<00:50, 121.24it/s]
    Epoch 0:  82%|████████▏ | 27512/33666 [16:00<03:34, 28.63it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2263/8416 [00:18<00:50, 121.24it/s]
    Epoch 0:  82%|████████▏ | 27513/33666 [16:00<03:34, 28.63it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2264/8416 [00:18<00:50, 121.25it/s]
    Epoch 0:  82%|████████▏ | 27514/33666 [16:00<03:34, 28.63it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2265/8416 [00:18<00:50, 121.25it/s]
    Epoch 0:  82%|████████▏ | 27515/33666 [16:00<03:34, 28.63it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2266/8416 [00:18<00:50, 121.25it/s]
    Epoch 0:  82%|████████▏ | 27516/33666 [16:00<03:34, 28.63it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2267/8416 [00:18<00:50, 121.25it/s]
    Epoch 0:  82%|████████▏ | 27517/33666 [16:00<03:34, 28.64it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2268/8416 [00:18<00:50, 121.25it/s]
    Epoch 0:  82%|████████▏ | 27518/33666 [16:00<03:34, 28.64it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2269/8416 [00:18<00:50, 121.26it/s]
    Epoch 0:  82%|████████▏ | 27519/33666 [16:00<03:34, 28.64it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2270/8416 [00:18<00:50, 121.26it/s]
    Epoch 0:  82%|████████▏ | 27520/33666 [16:00<03:34, 28.64it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2271/8416 [00:18<00:50, 121.26it/s]
    Epoch 0:  82%|████████▏ | 27521/33666 [16:00<03:34, 28.64it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2272/8416 [00:18<00:50, 121.26it/s]
    Epoch 0:  82%|████████▏ | 27522/33666 [16:00<03:34, 28.64it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2273/8416 [00:18<00:50, 121.27it/s]
    Epoch 0:  82%|████████▏ | 27523/33666 [16:01<03:34, 28.64it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2274/8416 [00:18<00:50, 121.27it/s]
    Epoch 0:  82%|████████▏ | 27524/33666 [16:01<03:34, 28.64it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2275/8416 [00:18<00:50, 121.27it/s]
    Epoch 0:  82%|████████▏ | 27525/33666 [16:01<03:34, 28.64it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2276/8416 [00:18<00:50, 121.27it/s]
    Epoch 0:  82%|████████▏ | 27526/33666 [16:01<03:34, 28.64it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2277/8416 [00:18<00:50, 121.27it/s]
    Epoch 0:  82%|████████▏ | 27527/33666 [16:01<03:34, 28.64it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2278/8416 [00:18<00:50, 121.28it/s]
    Epoch 0:  82%|████████▏ | 27528/33666 [16:01<03:34, 28.64it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2279/8416 [00:18<00:50, 121.28it/s]
    Epoch 0:  82%|████████▏ | 27529/33666 [16:01<03:34, 28.64it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2280/8416 [00:18<00:50, 121.28it/s]
    Epoch 0:  82%|████████▏ | 27530/33666 [16:01<03:34, 28.65it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2281/8416 [00:18<00:50, 121.28it/s]
    Epoch 0:  82%|████████▏ | 27531/33666 [16:01<03:34, 28.65it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2282/8416 [00:18<00:50, 121.29it/s]
    Epoch 0:  82%|████████▏ | 27532/33666 [16:01<03:34, 28.65it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2283/8416 [00:18<00:50, 121.29it/s]
    Epoch 0:  82%|████████▏ | 27533/33666 [16:01<03:34, 28.65it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2284/8416 [00:18<00:50, 121.29it/s]
    Epoch 0:  82%|████████▏ | 27534/33666 [16:01<03:34, 28.65it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2285/8416 [00:18<00:50, 121.29it/s]
    Epoch 0:  82%|████████▏ | 27535/33666 [16:01<03:33, 28.65it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2286/8416 [00:18<00:50, 121.29it/s]
    Epoch 0:  82%|████████▏ | 27536/33666 [16:01<03:33, 28.65it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2287/8416 [00:18<00:50, 121.29it/s]
    Epoch 0:  82%|████████▏ | 27537/33666 [16:01<03:33, 28.65it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2288/8416 [00:18<00:50, 121.29it/s]
    Epoch 0:  82%|████████▏ | 27538/33666 [16:01<03:33, 28.65it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2289/8416 [00:18<00:50, 121.29it/s]
    Epoch 0:  82%|████████▏ | 27539/33666 [16:01<03:33, 28.65it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2290/8416 [00:18<00:50, 121.29it/s]
    Epoch 0:  82%|████████▏ | 27540/33666 [16:01<03:33, 28.65it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2291/8416 [00:18<00:50, 121.29it/s]
    Epoch 0:  82%|████████▏ | 27541/33666 [16:01<03:33, 28.65it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2292/8416 [00:18<00:50, 121.29it/s]
    Epoch 0:  82%|████████▏ | 27542/33666 [16:01<03:33, 28.66it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2293/8416 [00:18<00:50, 121.29it/s]
    Epoch 0:  82%|████████▏ | 27543/33666 [16:01<03:33, 28.66it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2294/8416 [00:18<00:50, 121.29it/s]
    Epoch 0:  82%|████████▏ | 27544/33666 [16:01<03:33, 28.66it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2295/8416 [00:18<00:50, 121.29it/s]
    Epoch 0:  82%|████████▏ | 27545/33666 [16:01<03:33, 28.66it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2296/8416 [00:18<00:50, 121.30it/s]
    Epoch 0:  82%|████████▏ | 27546/33666 [16:01<03:33, 28.66it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2297/8416 [00:18<00:50, 121.30it/s]
    Epoch 0:  82%|████████▏ | 27547/33666 [16:01<03:33, 28.66it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2298/8416 [00:18<00:50, 121.30it/s]
    Epoch 0:  82%|████████▏ | 27548/33666 [16:01<03:33, 28.66it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2299/8416 [00:18<00:50, 121.30it/s]
    Epoch 0:  82%|████████▏ | 27549/33666 [16:01<03:33, 28.66it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2300/8416 [00:18<00:50, 121.30it/s]
    Epoch 0:  82%|████████▏ | 27550/33666 [16:01<03:33, 28.66it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2301/8416 [00:18<00:50, 121.31it/s]
    Epoch 0:  82%|████████▏ | 27551/33666 [16:01<03:33, 28.66it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2302/8416 [00:18<00:50, 121.31it/s]
    Epoch 0:  82%|████████▏ | 27552/33666 [16:01<03:33, 28.66it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2303/8416 [00:18<00:50, 121.31it/s]
    Epoch 0:  82%|████████▏ | 27553/33666 [16:01<03:33, 28.66it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2304/8416 [00:18<00:50, 121.31it/s]
    Epoch 0:  82%|████████▏ | 27554/33666 [16:01<03:33, 28.66it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2305/8416 [00:18<00:50, 121.32it/s]
    Epoch 0:  82%|████████▏ | 27555/33666 [16:01<03:33, 28.67it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2306/8416 [00:19<00:50, 121.32it/s]
    Epoch 0:  82%|████████▏ | 27556/33666 [16:01<03:33, 28.67it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2307/8416 [00:19<00:50, 121.32it/s]
    Epoch 0:  82%|████████▏ | 27557/33666 [16:01<03:33, 28.67it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2308/8416 [00:19<00:50, 121.32it/s]
    Epoch 0:  82%|████████▏ | 27558/33666 [16:01<03:33, 28.67it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2309/8416 [00:19<00:50, 121.32it/s]
    Epoch 0:  82%|████████▏ | 27559/33666 [16:01<03:33, 28.67it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2310/8416 [00:19<00:50, 121.33it/s]
    Epoch 0:  82%|████████▏ | 27560/33666 [16:01<03:32, 28.67it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2311/8416 [00:19<00:50, 121.33it/s]
    Epoch 0:  82%|████████▏ | 27561/33666 [16:01<03:32, 28.67it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2312/8416 [00:19<00:50, 121.33it/s]
    Epoch 0:  82%|████████▏ | 27562/33666 [16:01<03:32, 28.67it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2313/8416 [00:19<00:50, 121.33it/s]
    Epoch 0:  82%|████████▏ | 27563/33666 [16:01<03:32, 28.67it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2314/8416 [00:19<00:50, 121.33it/s]
    Epoch 0:  82%|████████▏ | 27564/33666 [16:01<03:32, 28.67it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2315/8416 [00:19<00:50, 121.33it/s]
    Epoch 0:  82%|████████▏ | 27565/33666 [16:01<03:32, 28.67it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2316/8416 [00:19<00:50, 121.34it/s]
    Epoch 0:  82%|████████▏ | 27566/33666 [16:01<03:32, 28.67it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2317/8416 [00:19<00:50, 121.34it/s]
    Epoch 0:  82%|████████▏ | 27567/33666 [16:01<03:32, 28.68it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2318/8416 [00:19<00:50, 121.34it/s]
    Epoch 0:  82%|████████▏ | 27568/33666 [16:01<03:32, 28.68it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2319/8416 [00:19<00:50, 121.34it/s]
    Epoch 0:  82%|████████▏ | 27569/33666 [16:01<03:32, 28.68it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2320/8416 [00:19<00:50, 121.35it/s]
    Epoch 0:  82%|████████▏ | 27570/33666 [16:01<03:32, 28.68it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2321/8416 [00:19<00:50, 121.35it/s]
    Epoch 0:  82%|████████▏ | 27571/33666 [16:01<03:32, 28.68it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2322/8416 [00:19<00:50, 121.35it/s]
    Epoch 0:  82%|████████▏ | 27572/33666 [16:01<03:32, 28.68it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2323/8416 [00:19<00:50, 121.35it/s]
    Epoch 0:  82%|████████▏ | 27573/33666 [16:01<03:32, 28.68it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2324/8416 [00:19<00:50, 121.36it/s]
    Epoch 0:  82%|████████▏ | 27574/33666 [16:01<03:32, 28.68it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2325/8416 [00:19<00:50, 121.36it/s]
    Epoch 0:  82%|████████▏ | 27575/33666 [16:01<03:32, 28.68it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2326/8416 [00:19<00:50, 121.36it/s]
    Epoch 0:  82%|████████▏ | 27576/33666 [16:01<03:32, 28.68it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2327/8416 [00:19<00:50, 121.36it/s]
    Epoch 0:  82%|████████▏ | 27577/33666 [16:01<03:32, 28.68it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2328/8416 [00:19<00:50, 121.36it/s]
    Epoch 0:  82%|████████▏ | 27578/33666 [16:01<03:32, 28.68it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2329/8416 [00:19<00:50, 121.36it/s]
    Epoch 0:  82%|████████▏ | 27579/33666 [16:01<03:32, 28.68it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2330/8416 [00:19<00:50, 121.36it/s]
    Epoch 0:  82%|████████▏ | 27580/33666 [16:01<03:32, 28.69it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2331/8416 [00:19<00:50, 121.36it/s]
    Epoch 0:  82%|████████▏ | 27581/33666 [16:01<03:32, 28.69it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2332/8416 [00:19<00:50, 121.37it/s]
    Epoch 0:  82%|████████▏ | 27582/33666 [16:01<03:32, 28.69it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2333/8416 [00:19<00:50, 121.37it/s]
    Epoch 0:  82%|████████▏ | 27583/33666 [16:01<03:32, 28.69it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2334/8416 [00:19<00:50, 121.37it/s]
    Epoch 0:  82%|████████▏ | 27584/33666 [16:01<03:31, 28.69it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2335/8416 [00:19<00:50, 121.37it/s]
    Epoch 0:  82%|████████▏ | 27585/33666 [16:01<03:31, 28.69it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2336/8416 [00:19<00:50, 121.38it/s]
    Epoch 0:  82%|████████▏ | 27586/33666 [16:01<03:31, 28.69it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2337/8416 [00:19<00:50, 121.38it/s]
    Epoch 0:  82%|████████▏ | 27587/33666 [16:01<03:31, 28.69it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2338/8416 [00:19<00:50, 121.38it/s]
    Epoch 0:  82%|████████▏ | 27588/33666 [16:01<03:31, 28.69it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2339/8416 [00:19<00:50, 121.38it/s]
    Epoch 0:  82%|████████▏ | 27589/33666 [16:01<03:31, 28.69it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2340/8416 [00:19<00:50, 121.38it/s]
    Epoch 0:  82%|████████▏ | 27590/33666 [16:01<03:31, 28.69it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2341/8416 [00:19<00:50, 121.39it/s]
    Epoch 0:  82%|████████▏ | 27591/33666 [16:01<03:31, 28.69it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2342/8416 [00:19<00:50, 121.39it/s]
    Epoch 0:  82%|████████▏ | 27592/33666 [16:01<03:31, 28.70it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2343/8416 [00:19<00:50, 121.39it/s]
    Epoch 0:  82%|████████▏ | 27593/33666 [16:01<03:31, 28.70it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2344/8416 [00:19<00:50, 121.39it/s]
    Epoch 0:  82%|████████▏ | 27594/33666 [16:01<03:31, 28.70it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2345/8416 [00:19<00:50, 121.39it/s]
    Epoch 0:  82%|████████▏ | 27595/33666 [16:01<03:31, 28.70it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2346/8416 [00:19<00:50, 121.40it/s]
    Epoch 0:  82%|████████▏ | 27596/33666 [16:01<03:31, 28.70it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2347/8416 [00:19<00:49, 121.40it/s]
    Epoch 0:  82%|████████▏ | 27597/33666 [16:01<03:31, 28.70it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2348/8416 [00:19<00:49, 121.40it/s]
    Epoch 0:  82%|████████▏ | 27598/33666 [16:01<03:31, 28.70it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2349/8416 [00:19<00:49, 121.40it/s]
    Epoch 0:  82%|████████▏ | 27599/33666 [16:01<03:31, 28.70it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2350/8416 [00:19<00:49, 121.41it/s]
    Epoch 0:  82%|████████▏ | 27600/33666 [16:01<03:31, 28.70it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2351/8416 [00:19<00:49, 121.41it/s]
    Epoch 0:  82%|████████▏ | 27601/33666 [16:01<03:31, 28.70it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2352/8416 [00:19<00:49, 121.41it/s]
    Epoch 0:  82%|████████▏ | 27602/33666 [16:01<03:31, 28.70it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2353/8416 [00:19<00:49, 121.41it/s]
    Epoch 0:  82%|████████▏ | 27603/33666 [16:01<03:31, 28.70it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2354/8416 [00:19<00:49, 121.41it/s]
    Epoch 0:  82%|████████▏ | 27604/33666 [16:01<03:31, 28.70it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2355/8416 [00:19<00:49, 121.42it/s]
    Epoch 0:  82%|████████▏ | 27605/33666 [16:01<03:31, 28.71it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2356/8416 [00:19<00:49, 121.42it/s]
    Epoch 0:  82%|████████▏ | 27606/33666 [16:01<03:31, 28.71it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2357/8416 [00:19<00:49, 121.42it/s]
    Epoch 0:  82%|████████▏ | 27607/33666 [16:01<03:31, 28.71it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2358/8416 [00:19<00:49, 121.42it/s]
    Epoch 0:  82%|████████▏ | 27608/33666 [16:01<03:31, 28.71it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2359/8416 [00:19<00:49, 121.42it/s]
    Epoch 0:  82%|████████▏ | 27609/33666 [16:01<03:30, 28.71it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2360/8416 [00:19<00:49, 121.43it/s]
    Epoch 0:  82%|████████▏ | 27610/33666 [16:01<03:30, 28.71it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2361/8416 [00:19<00:49, 121.43it/s]
    Epoch 0:  82%|████████▏ | 27611/33666 [16:01<03:30, 28.71it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2362/8416 [00:19<00:49, 121.43it/s]
    Epoch 0:  82%|████████▏ | 27612/33666 [16:01<03:30, 28.71it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2363/8416 [00:19<00:49, 121.43it/s]
    Epoch 0:  82%|████████▏ | 27613/33666 [16:01<03:30, 28.71it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2364/8416 [00:19<00:49, 121.43it/s]
    Epoch 0:  82%|████████▏ | 27614/33666 [16:01<03:30, 28.71it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2365/8416 [00:19<00:49, 121.44it/s]
    Epoch 0:  82%|████████▏ | 27615/33666 [16:01<03:30, 28.71it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2366/8416 [00:19<00:49, 121.44it/s]
    Epoch 0:  82%|████████▏ | 27616/33666 [16:01<03:30, 28.71it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2367/8416 [00:19<00:49, 121.44it/s]
    Epoch 0:  82%|████████▏ | 27617/33666 [16:01<03:30, 28.72it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2368/8416 [00:19<00:49, 121.44it/s]
    Epoch 0:  82%|████████▏ | 27618/33666 [16:01<03:30, 28.72it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2369/8416 [00:19<00:49, 121.45it/s]
    Epoch 0:  82%|████████▏ | 27619/33666 [16:01<03:30, 28.72it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2370/8416 [00:19<00:49, 121.45it/s]
    Epoch 0:  82%|████████▏ | 27620/33666 [16:01<03:30, 28.72it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2371/8416 [00:19<00:49, 121.45it/s]
    Epoch 0:  82%|████████▏ | 27621/33666 [16:01<03:30, 28.72it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2372/8416 [00:19<00:49, 121.45it/s]
    Epoch 0:  82%|████████▏ | 27622/33666 [16:01<03:30, 28.72it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2373/8416 [00:19<00:49, 121.45it/s]
    Epoch 0:  82%|████████▏ | 27623/33666 [16:01<03:30, 28.72it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2374/8416 [00:19<00:49, 121.46it/s]
    Epoch 0:  82%|████████▏ | 27624/33666 [16:01<03:30, 28.72it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2375/8416 [00:19<00:49, 121.46it/s]
    Epoch 0:  82%|████████▏ | 27625/33666 [16:01<03:30, 28.72it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2376/8416 [00:19<00:49, 121.45it/s]
    Epoch 0:  82%|████████▏ | 27626/33666 [16:01<03:30, 28.72it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2377/8416 [00:19<00:49, 121.46it/s]
    Epoch 0:  82%|████████▏ | 27627/33666 [16:01<03:30, 28.72it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2378/8416 [00:19<00:49, 121.46it/s]
    Epoch 0:  82%|████████▏ | 27628/33666 [16:01<03:30, 28.72it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2379/8416 [00:19<00:49, 121.46it/s]
    Epoch 0:  82%|████████▏ | 27629/33666 [16:01<03:30, 28.73it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2380/8416 [00:19<00:49, 121.46it/s]
    Epoch 0:  82%|████████▏ | 27630/33666 [16:01<03:30, 28.73it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2381/8416 [00:19<00:49, 121.47it/s]
    Epoch 0:  82%|████████▏ | 27631/33666 [16:01<03:30, 28.73it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2382/8416 [00:19<00:49, 121.47it/s]
    Epoch 0:  82%|████████▏ | 27632/33666 [16:01<03:30, 28.73it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2383/8416 [00:19<00:49, 121.47it/s]
    Epoch 0:  82%|████████▏ | 27633/33666 [16:01<03:30, 28.73it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2384/8416 [00:19<00:49, 121.47it/s]
    Epoch 0:  82%|████████▏ | 27634/33666 [16:01<03:29, 28.73it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2385/8416 [00:19<00:49, 121.47it/s]
    Epoch 0:  82%|████████▏ | 27635/33666 [16:01<03:29, 28.73it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2386/8416 [00:19<00:49, 121.48it/s]
    Epoch 0:  82%|████████▏ | 27636/33666 [16:01<03:29, 28.73it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2387/8416 [00:19<00:49, 121.48it/s]
    Epoch 0:  82%|████████▏ | 27637/33666 [16:01<03:29, 28.73it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2388/8416 [00:19<00:49, 121.48it/s]
    Epoch 0:  82%|████████▏ | 27638/33666 [16:01<03:29, 28.73it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2389/8416 [00:19<00:49, 121.48it/s]
    Epoch 0:  82%|████████▏ | 27639/33666 [16:01<03:29, 28.73it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2390/8416 [00:19<00:49, 121.49it/s]
    Epoch 0:  82%|████████▏ | 27640/33666 [16:01<03:29, 28.73it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2391/8416 [00:19<00:49, 121.49it/s]
    Epoch 0:  82%|████████▏ | 27641/33666 [16:01<03:29, 28.73it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2392/8416 [00:19<00:49, 121.49it/s]
    Epoch 0:  82%|████████▏ | 27642/33666 [16:01<03:29, 28.74it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2393/8416 [00:19<00:49, 121.49it/s]
    Epoch 0:  82%|████████▏ | 27643/33666 [16:01<03:29, 28.74it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2394/8416 [00:19<00:49, 121.50it/s]
    Epoch 0:  82%|████████▏ | 27644/33666 [16:01<03:29, 28.74it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2395/8416 [00:19<00:49, 121.50it/s]
    Epoch 0:  82%|████████▏ | 27645/33666 [16:01<03:29, 28.74it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2396/8416 [00:19<00:49, 121.50it/s]
    Epoch 0:  82%|████████▏ | 27646/33666 [16:01<03:29, 28.74it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2397/8416 [00:19<00:49, 121.50it/s]
    Epoch 0:  82%|████████▏ | 27647/33666 [16:01<03:29, 28.74it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2398/8416 [00:19<00:49, 121.50it/s]
    Epoch 0:  82%|████████▏ | 27648/33666 [16:01<03:29, 28.74it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2399/8416 [00:19<00:49, 121.51it/s]
    Epoch 0:  82%|████████▏ | 27649/33666 [16:02<03:29, 28.74it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2400/8416 [00:19<00:49, 121.51it/s]
    Epoch 0:  82%|████████▏ | 27650/33666 [16:02<03:29, 28.74it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2401/8416 [00:19<00:49, 121.51it/s]
    Epoch 0:  82%|████████▏ | 27651/33666 [16:02<03:29, 28.74it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2402/8416 [00:19<00:49, 121.51it/s]
    Epoch 0:  82%|████████▏ | 27652/33666 [16:02<03:29, 28.74it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2403/8416 [00:19<00:49, 121.51it/s]
    Epoch 0:  82%|████████▏ | 27653/33666 [16:02<03:29, 28.74it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2404/8416 [00:19<00:49, 121.52it/s]
    Epoch 0:  82%|████████▏ | 27654/33666 [16:02<03:29, 28.75it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2405/8416 [00:19<00:49, 121.52it/s]
    Epoch 0:  82%|████████▏ | 27655/33666 [16:02<03:29, 28.75it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2406/8416 [00:19<00:49, 121.52it/s]
    Epoch 0:  82%|████████▏ | 27656/33666 [16:02<03:29, 28.75it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2407/8416 [00:19<00:49, 121.52it/s]
    Epoch 0:  82%|████████▏ | 27657/33666 [16:02<03:29, 28.75it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2408/8416 [00:19<00:49, 121.52it/s]
    Epoch 0:  82%|████████▏ | 27658/33666 [16:02<03:28, 28.75it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2409/8416 [00:19<00:49, 121.53it/s]
    Epoch 0:  82%|████████▏ | 27659/33666 [16:02<03:28, 28.75it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2410/8416 [00:19<00:49, 121.53it/s]
    Epoch 0:  82%|████████▏ | 27660/33666 [16:02<03:28, 28.75it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2411/8416 [00:19<00:49, 121.53it/s]
    Epoch 0:  82%|████████▏ | 27661/33666 [16:02<03:28, 28.75it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2412/8416 [00:19<00:49, 121.53it/s]
    Epoch 0:  82%|████████▏ | 27662/33666 [16:02<03:28, 28.75it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2413/8416 [00:19<00:49, 121.53it/s]
    Epoch 0:  82%|████████▏ | 27663/33666 [16:02<03:28, 28.75it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2414/8416 [00:19<00:49, 121.54it/s]
    Epoch 0:  82%|████████▏ | 27664/33666 [16:02<03:28, 28.75it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2415/8416 [00:19<00:49, 121.50it/s]
    Epoch 0:  82%|████████▏ | 27665/33666 [16:02<03:28, 28.75it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2416/8416 [00:19<00:49, 121.50it/s]
    Epoch 0:  82%|████████▏ | 27666/33666 [16:02<03:28, 28.75it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2417/8416 [00:19<00:49, 121.50it/s]
    Epoch 0:  82%|████████▏ | 27667/33666 [16:02<03:28, 28.76it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2418/8416 [00:19<00:49, 121.50it/s]
    Epoch 0:  82%|████████▏ | 27668/33666 [16:02<03:28, 28.76it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2419/8416 [00:19<00:49, 121.50it/s]
    Epoch 0:  82%|████████▏ | 27669/33666 [16:02<03:28, 28.76it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2420/8416 [00:19<00:49, 121.50it/s]
    Epoch 0:  82%|████████▏ | 27670/33666 [16:02<03:28, 28.76it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2421/8416 [00:19<00:49, 121.50it/s]
    Epoch 0:  82%|████████▏ | 27671/33666 [16:02<03:28, 28.76it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2422/8416 [00:19<00:49, 121.48it/s]
    Epoch 0:  82%|████████▏ | 27672/33666 [16:02<03:28, 28.76it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2423/8416 [00:19<00:49, 121.48it/s]
    Epoch 0:  82%|████████▏ | 27673/33666 [16:02<03:28, 28.76it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2424/8416 [00:19<00:49, 121.48it/s]
    Epoch 0:  82%|████████▏ | 27674/33666 [16:02<03:28, 28.76it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2425/8416 [00:19<00:49, 121.48it/s]
    Epoch 0:  82%|████████▏ | 27675/33666 [16:02<03:28, 28.76it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2426/8416 [00:19<00:49, 121.47it/s]
    Epoch 0:  82%|████████▏ | 27676/33666 [16:02<03:28, 28.76it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2427/8416 [00:19<00:49, 121.46it/s]
    Epoch 0:  82%|████████▏ | 27677/33666 [16:02<03:28, 28.76it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2428/8416 [00:19<00:49, 121.46it/s]
    Epoch 0:  82%|████████▏ | 27678/33666 [16:02<03:28, 28.76it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2429/8416 [00:19<00:49, 121.46it/s]
    Epoch 0:  82%|████████▏ | 27679/33666 [16:02<03:28, 28.76it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2430/8416 [00:20<00:49, 121.46it/s]
    Epoch 0:  82%|████████▏ | 27680/33666 [16:02<03:28, 28.77it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2431/8416 [00:20<00:49, 121.46it/s]
    Epoch 0:  82%|████████▏ | 27681/33666 [16:02<03:28, 28.77it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2432/8416 [00:20<00:49, 121.47it/s]
    Epoch 0:  82%|████████▏ | 27682/33666 [16:02<03:28, 28.77it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2433/8416 [00:20<00:49, 121.47it/s]
    Epoch 0:  82%|████████▏ | 27683/33666 [16:02<03:27, 28.77it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2434/8416 [00:20<00:49, 121.45it/s]
    Epoch 0:  82%|████████▏ | 27684/33666 [16:02<03:27, 28.77it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2435/8416 [00:20<00:49, 121.45it/s]
    Epoch 0:  82%|████████▏ | 27685/33666 [16:02<03:27, 28.77it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2436/8416 [00:20<00:49, 121.45it/s]
    Epoch 0:  82%|████████▏ | 27686/33666 [16:02<03:27, 28.77it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2437/8416 [00:20<00:49, 121.45it/s]
    Epoch 0:  82%|████████▏ | 27687/33666 [16:02<03:27, 28.77it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2438/8416 [00:20<00:49, 121.45it/s]
    Epoch 0:  82%|████████▏ | 27688/33666 [16:02<03:27, 28.77it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2439/8416 [00:20<00:49, 121.45it/s]
    Epoch 0:  82%|████████▏ | 27689/33666 [16:02<03:27, 28.77it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2440/8416 [00:20<00:49, 121.44it/s]
    Epoch 0:  82%|████████▏ | 27690/33666 [16:02<03:27, 28.77it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2441/8416 [00:20<00:49, 121.44it/s]
    Epoch 0:  82%|████████▏ | 27691/33666 [16:02<03:27, 28.77it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2442/8416 [00:20<00:49, 121.43it/s]
    Epoch 0:  82%|████████▏ | 27692/33666 [16:02<03:27, 28.77it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2443/8416 [00:20<00:49, 121.43it/s]
    Epoch 0:  82%|████████▏ | 27693/33666 [16:02<03:27, 28.78it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2444/8416 [00:20<00:49, 121.43it/s]
    Epoch 0:  82%|████████▏ | 27694/33666 [16:02<03:27, 28.78it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2445/8416 [00:20<00:49, 121.42it/s]
    Epoch 0:  82%|████████▏ | 27695/33666 [16:02<03:27, 28.78it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2446/8416 [00:20<00:49, 121.42it/s]
    Epoch 0:  82%|████████▏ | 27696/33666 [16:02<03:27, 28.78it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2447/8416 [00:20<00:49, 121.42it/s]
    Epoch 0:  82%|████████▏ | 27697/33666 [16:02<03:27, 28.78it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2448/8416 [00:20<00:49, 121.42it/s]
    Epoch 0:  82%|████████▏ | 27698/33666 [16:02<03:27, 28.78it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2449/8416 [00:20<00:49, 121.42it/s]
    Epoch 0:  82%|████████▏ | 27699/33666 [16:02<03:27, 28.78it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2450/8416 [00:20<00:49, 121.42it/s]
    Epoch 0:  82%|████████▏ | 27700/33666 [16:02<03:27, 28.78it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2451/8416 [00:20<00:49, 121.42it/s]
    Epoch 0:  82%|████████▏ | 27701/33666 [16:02<03:27, 28.78it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2452/8416 [00:20<00:49, 121.42it/s]
    Epoch 0:  82%|████████▏ | 27702/33666 [16:02<03:27, 28.78it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2453/8416 [00:20<00:49, 121.42it/s]
    Epoch 0:  82%|████████▏ | 27703/33666 [16:02<03:27, 28.78it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2454/8416 [00:20<00:49, 121.43it/s]
    Epoch 0:  82%|████████▏ | 27704/33666 [16:02<03:27, 28.78it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2455/8416 [00:20<00:49, 121.43it/s]
    Epoch 0:  82%|████████▏ | 27705/33666 [16:02<03:27, 28.79it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2456/8416 [00:20<00:49, 121.43it/s]
    Epoch 0:  82%|████████▏ | 27706/33666 [16:02<03:27, 28.79it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2457/8416 [00:20<00:49, 121.43it/s]
    Epoch 0:  82%|████████▏ | 27707/33666 [16:02<03:27, 28.79it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2458/8416 [00:20<00:49, 121.42it/s]
    Epoch 0:  82%|████████▏ | 27708/33666 [16:02<03:26, 28.79it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2459/8416 [00:20<00:49, 121.42it/s]
    Epoch 0:  82%|████████▏ | 27709/33666 [16:02<03:26, 28.79it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2460/8416 [00:20<00:49, 121.42it/s]
    Epoch 0:  82%|████████▏ | 27710/33666 [16:02<03:26, 28.79it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2461/8416 [00:20<00:49, 121.42it/s]
    Epoch 0:  82%|████████▏ | 27711/33666 [16:02<03:26, 28.79it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2462/8416 [00:20<00:49, 121.42it/s]
    Epoch 0:  82%|████████▏ | 27712/33666 [16:02<03:26, 28.79it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2463/8416 [00:20<00:49, 121.42it/s]
    Epoch 0:  82%|████████▏ | 27713/33666 [16:02<03:26, 28.79it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2464/8416 [00:20<00:49, 121.42it/s]
    Epoch 0:  82%|████████▏ | 27714/33666 [16:02<03:26, 28.79it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2465/8416 [00:20<00:49, 121.42it/s]
    Epoch 0:  82%|████████▏ | 27715/33666 [16:02<03:26, 28.79it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2466/8416 [00:20<00:49, 121.42it/s]
    Epoch 0:  82%|████████▏ | 27716/33666 [16:02<03:26, 28.79it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2467/8416 [00:20<00:48, 121.42it/s]
    Epoch 0:  82%|████████▏ | 27717/33666 [16:02<03:26, 28.79it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2468/8416 [00:20<00:48, 121.42it/s]
    Epoch 0:  82%|████████▏ | 27718/33666 [16:02<03:26, 28.80it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2469/8416 [00:20<00:48, 121.42it/s]
    Epoch 0:  82%|████████▏ | 27719/33666 [16:02<03:26, 28.80it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2470/8416 [00:20<00:48, 121.42it/s]
    Epoch 0:  82%|████████▏ | 27720/33666 [16:02<03:26, 28.80it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2471/8416 [00:20<00:48, 121.43it/s]
    Epoch 0:  82%|████████▏ | 27721/33666 [16:02<03:26, 28.80it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2472/8416 [00:20<00:48, 121.43it/s]
    Epoch 0:  82%|████████▏ | 27722/33666 [16:02<03:26, 28.80it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2473/8416 [00:20<00:48, 121.43it/s]
    Epoch 0:  82%|████████▏ | 27723/33666 [16:02<03:26, 28.80it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2474/8416 [00:20<00:48, 121.43it/s]
    Epoch 0:  82%|████████▏ | 27724/33666 [16:02<03:26, 28.80it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2475/8416 [00:20<00:48, 121.43it/s]
    Epoch 0:  82%|████████▏ | 27725/33666 [16:02<03:26, 28.80it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2476/8416 [00:20<00:48, 121.43it/s]
    Epoch 0:  82%|████████▏ | 27726/33666 [16:02<03:26, 28.80it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2477/8416 [00:20<00:48, 121.43it/s]
    Epoch 0:  82%|████████▏ | 27727/33666 [16:02<03:26, 28.80it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2478/8416 [00:20<00:48, 121.43it/s]
    Epoch 0:  82%|████████▏ | 27728/33666 [16:02<03:26, 28.80it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2479/8416 [00:20<00:48, 121.44it/s]
    Epoch 0:  82%|████████▏ | 27729/33666 [16:02<03:26, 28.80it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2480/8416 [00:20<00:48, 121.44it/s]
    Epoch 0:  82%|████████▏ | 27730/33666 [16:02<03:26, 28.81it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2481/8416 [00:20<00:48, 121.44it/s]
    Epoch 0:  82%|████████▏ | 27731/33666 [16:02<03:26, 28.81it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2482/8416 [00:20<00:48, 121.44it/s]
    Epoch 0:  82%|████████▏ | 27732/33666 [16:02<03:25, 28.81it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2483/8416 [00:20<00:48, 121.44it/s]
    Epoch 0:  82%|████████▏ | 27733/33666 [16:02<03:25, 28.81it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2484/8416 [00:20<00:48, 121.44it/s]
    Epoch 0:  82%|████████▏ | 27734/33666 [16:02<03:25, 28.81it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2485/8416 [00:20<00:48, 121.44it/s]
    Epoch 0:  82%|████████▏ | 27735/33666 [16:02<03:25, 28.81it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2486/8416 [00:20<00:48, 121.44it/s]
    Epoch 0:  82%|████████▏ | 27736/33666 [16:02<03:25, 28.81it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2487/8416 [00:20<00:48, 121.45it/s]
    Epoch 0:  82%|████████▏ | 27737/33666 [16:02<03:25, 28.81it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2488/8416 [00:20<00:48, 121.45it/s]
    Epoch 0:  82%|████████▏ | 27738/33666 [16:02<03:25, 28.81it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2489/8416 [00:20<00:48, 121.45it/s]
    Epoch 0:  82%|████████▏ | 27739/33666 [16:02<03:25, 28.81it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2490/8416 [00:20<00:48, 121.45it/s]
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    Epoch 0:  82%|████████▏ | 27741/33666 [16:02<03:25, 28.81it/s, loss=4.2, v_num=0]

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    Epoch 0:  82%|████████▏ | 27745/33666 [16:02<03:25, 28.82it/s, loss=4.2, v_num=0]

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    Epoch 0:  82%|████████▏ | 27747/33666 [16:02<03:25, 28.82it/s, loss=4.2, v_num=0]

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    Validation DataLoader 0:  30%|██▉       | 2500/8416 [00:20<00:48, 121.45it/s]
    Epoch 0:  82%|████████▏ | 27750/33666 [16:02<03:25, 28.82it/s, loss=4.2, v_num=0]

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    Epoch 0:  82%|████████▏ | 27751/33666 [16:02<03:25, 28.82it/s, loss=4.2, v_num=0]

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    Epoch 0:  82%|████████▏ | 27752/33666 [16:02<03:25, 28.82it/s, loss=4.2, v_num=0]

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    Epoch 0:  82%|████████▏ | 27753/33666 [16:02<03:25, 28.82it/s, loss=4.2, v_num=0]

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    Epoch 0:  82%|████████▏ | 27754/33666 [16:02<03:25, 28.82it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2505/8416 [00:20<00:48, 121.45it/s]
    Epoch 0:  82%|████████▏ | 27755/33666 [16:02<03:25, 28.82it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2506/8416 [00:20<00:48, 121.45it/s]
    Epoch 0:  82%|████████▏ | 27756/33666 [16:02<03:25, 28.83it/s, loss=4.2, v_num=0]

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    Epoch 0:  82%|████████▏ | 27757/33666 [16:02<03:24, 28.83it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2508/8416 [00:20<00:48, 121.45it/s]
    Epoch 0:  82%|████████▏ | 27758/33666 [16:02<03:24, 28.83it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2509/8416 [00:20<00:48, 121.45it/s]
    Epoch 0:  82%|████████▏ | 27759/33666 [16:02<03:24, 28.83it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2510/8416 [00:20<00:48, 121.45it/s]
    Epoch 0:  82%|████████▏ | 27760/33666 [16:02<03:24, 28.83it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2511/8416 [00:20<00:48, 121.45it/s]
    Epoch 0:  82%|████████▏ | 27761/33666 [16:02<03:24, 28.83it/s, loss=4.2, v_num=0]

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    Epoch 0:  82%|████████▏ | 27762/33666 [16:02<03:24, 28.83it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2513/8416 [00:20<00:48, 121.45it/s]
    Epoch 0:  82%|████████▏ | 27763/33666 [16:02<03:24, 28.83it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2514/8416 [00:20<00:48, 121.45it/s]
    Epoch 0:  82%|████████▏ | 27764/33666 [16:02<03:24, 28.83it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2515/8416 [00:20<00:48, 121.44it/s]
    Epoch 0:  82%|████████▏ | 27765/33666 [16:02<03:24, 28.83it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2516/8416 [00:20<00:48, 121.44it/s]
    Epoch 0:  82%|████████▏ | 27766/33666 [16:02<03:24, 28.83it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2517/8416 [00:20<00:48, 121.44it/s]
    Epoch 0:  82%|████████▏ | 27767/33666 [16:02<03:24, 28.83it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2518/8416 [00:20<00:48, 121.45it/s]
    Epoch 0:  82%|████████▏ | 27768/33666 [16:02<03:24, 28.84it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2519/8416 [00:20<00:48, 121.45it/s]
    Epoch 0:  82%|████████▏ | 27769/33666 [16:02<03:24, 28.84it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2520/8416 [00:20<00:48, 121.45it/s]
    Epoch 0:  82%|████████▏ | 27770/33666 [16:03<03:24, 28.84it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2521/8416 [00:20<00:48, 121.45it/s]
    Epoch 0:  82%|████████▏ | 27771/33666 [16:03<03:24, 28.84it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2522/8416 [00:20<00:48, 121.45it/s]
    Epoch 0:  82%|████████▏ | 27772/33666 [16:03<03:24, 28.84it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2523/8416 [00:20<00:48, 121.45it/s]
    Epoch 0:  82%|████████▏ | 27773/33666 [16:03<03:24, 28.84it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2524/8416 [00:20<00:48, 121.45it/s]
    Epoch 0:  82%|████████▏ | 27774/33666 [16:03<03:24, 28.84it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|███       | 2525/8416 [00:20<00:48, 121.45it/s]
    Epoch 0:  83%|████████▎ | 27775/33666 [16:03<03:24, 28.84it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|███       | 2526/8416 [00:20<00:48, 121.46it/s]
    Epoch 0:  83%|████████▎ | 27776/33666 [16:03<03:24, 28.84it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|███       | 2527/8416 [00:20<00:48, 121.46it/s]
    Epoch 0:  83%|████████▎ | 27777/33666 [16:03<03:24, 28.84it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|███       | 2528/8416 [00:20<00:48, 121.46it/s]
    Epoch 0:  83%|████████▎ | 27778/33666 [16:03<03:24, 28.84it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|███       | 2529/8416 [00:20<00:48, 121.46it/s]
    Epoch 0:  83%|████████▎ | 27779/33666 [16:03<03:24, 28.84it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|███       | 2530/8416 [00:20<00:48, 121.46it/s]
    Epoch 0:  83%|████████▎ | 27780/33666 [16:03<03:24, 28.84it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|███       | 2531/8416 [00:20<00:48, 121.46it/s]
    Epoch 0:  83%|████████▎ | 27781/33666 [16:03<03:24, 28.85it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|███       | 2532/8416 [00:20<00:48, 121.46it/s]
    Epoch 0:  83%|████████▎ | 27782/33666 [16:03<03:23, 28.85it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|███       | 2533/8416 [00:20<00:48, 121.47it/s]
    Epoch 0:  83%|████████▎ | 27783/33666 [16:03<03:23, 28.85it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|███       | 2534/8416 [00:20<00:48, 121.47it/s]
    Epoch 0:  83%|████████▎ | 27784/33666 [16:03<03:23, 28.85it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|███       | 2535/8416 [00:20<00:48, 121.47it/s]
    Epoch 0:  83%|████████▎ | 27785/33666 [16:03<03:23, 28.85it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|███       | 2536/8416 [00:20<00:48, 121.47it/s]
    Epoch 0:  83%|████████▎ | 27786/33666 [16:03<03:23, 28.85it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|███       | 2537/8416 [00:20<00:48, 121.47it/s]
    Epoch 0:  83%|████████▎ | 27787/33666 [16:03<03:23, 28.85it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|███       | 2538/8416 [00:20<00:48, 121.47it/s]
    Epoch 0:  83%|████████▎ | 27788/33666 [16:03<03:23, 28.85it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|███       | 2539/8416 [00:20<00:48, 121.47it/s]
    Epoch 0:  83%|████████▎ | 27789/33666 [16:03<03:23, 28.85it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|███       | 2540/8416 [00:20<00:48, 121.47it/s]
    Epoch 0:  83%|████████▎ | 27790/33666 [16:03<03:23, 28.85it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|███       | 2541/8416 [00:20<00:48, 121.48it/s]
    Epoch 0:  83%|████████▎ | 27791/33666 [16:03<03:23, 28.85it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|███       | 2542/8416 [00:20<00:48, 121.48it/s]
    Epoch 0:  83%|████████▎ | 27792/33666 [16:03<03:23, 28.85it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|███       | 2543/8416 [00:20<00:48, 121.48it/s]
    Epoch 0:  83%|████████▎ | 27793/33666 [16:03<03:23, 28.86it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|███       | 2544/8416 [00:20<00:48, 121.48it/s]
    Epoch 0:  83%|████████▎ | 27794/33666 [16:03<03:23, 28.86it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|███       | 2545/8416 [00:20<00:48, 121.48it/s]
    Epoch 0:  83%|████████▎ | 27795/33666 [16:03<03:23, 28.86it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|███       | 2546/8416 [00:20<00:48, 121.49it/s]
    Epoch 0:  83%|████████▎ | 27796/33666 [16:03<03:23, 28.86it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|███       | 2547/8416 [00:20<00:48, 121.48it/s]
    Epoch 0:  83%|████████▎ | 27797/33666 [16:03<03:23, 28.86it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|███       | 2548/8416 [00:20<00:48, 121.48it/s]
    Epoch 0:  83%|████████▎ | 27798/33666 [16:03<03:23, 28.86it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|███       | 2549/8416 [00:20<00:48, 121.49it/s]
    Epoch 0:  83%|████████▎ | 27799/33666 [16:03<03:23, 28.86it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|███       | 2550/8416 [00:20<00:48, 121.49it/s]
    Epoch 0:  83%|████████▎ | 27800/33666 [16:03<03:23, 28.86it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|███       | 2551/8416 [00:20<00:48, 121.49it/s]
    Epoch 0:  83%|████████▎ | 27801/33666 [16:03<03:23, 28.86it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|███       | 2552/8416 [00:21<00:48, 121.49it/s]
    Epoch 0:  83%|████████▎ | 27802/33666 [16:03<03:23, 28.86it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|███       | 2553/8416 [00:21<00:48, 121.50it/s]
    Epoch 0:  83%|████████▎ | 27803/33666 [16:03<03:23, 28.86it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|███       | 2554/8416 [00:21<00:48, 121.50it/s]
    Epoch 0:  83%|████████▎ | 27804/33666 [16:03<03:23, 28.86it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|███       | 2555/8416 [00:21<00:48, 121.50it/s]
    Epoch 0:  83%|████████▎ | 27805/33666 [16:03<03:23, 28.86it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|███       | 2556/8416 [00:21<00:48, 121.50it/s]
    Epoch 0:  83%|████████▎ | 27806/33666 [16:03<03:23, 28.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|███       | 2557/8416 [00:21<00:48, 121.50it/s]
    Epoch 0:  83%|████████▎ | 27807/33666 [16:03<03:22, 28.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|███       | 2558/8416 [00:21<00:48, 121.50it/s]
    Epoch 0:  83%|████████▎ | 27808/33666 [16:03<03:22, 28.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|███       | 2559/8416 [00:21<00:48, 121.47it/s]
    Epoch 0:  83%|████████▎ | 27809/33666 [16:03<03:22, 28.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|███       | 2560/8416 [00:21<00:48, 121.44it/s]
    Epoch 0:  83%|████████▎ | 27810/33666 [16:03<03:22, 28.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|███       | 2561/8416 [00:21<00:48, 121.44it/s]
    Epoch 0:  83%|████████▎ | 27811/33666 [16:03<03:22, 28.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|███       | 2562/8416 [00:21<00:48, 121.44it/s]
    Epoch 0:  83%|████████▎ | 27812/33666 [16:03<03:22, 28.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  30%|███       | 2563/8416 [00:21<00:48, 121.45it/s]
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    Validation DataLoader 0:  30%|███       | 2564/8416 [00:21<00:48, 121.45it/s]
    Epoch 0:  83%|████████▎ | 27814/33666 [16:03<03:22, 28.87it/s, loss=4.2, v_num=0]

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    Validation DataLoader 0:  31%|███       | 2567/8416 [00:21<00:48, 121.45it/s]
    Epoch 0:  83%|████████▎ | 27817/33666 [16:03<03:22, 28.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  31%|███       | 2568/8416 [00:21<00:48, 121.45it/s]
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    Validation DataLoader 0:  31%|███       | 2569/8416 [00:21<00:48, 121.45it/s]
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    Validation DataLoader 0:  31%|███       | 2570/8416 [00:21<00:48, 121.46it/s]
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    Validation DataLoader 0:  31%|███       | 2571/8416 [00:21<00:48, 121.46it/s]
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    Validation DataLoader 0:  31%|███       | 2572/8416 [00:21<00:48, 121.46it/s]
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    Validation DataLoader 0:  31%|███       | 2573/8416 [00:21<00:48, 121.46it/s]
    Epoch 0:  83%|████████▎ | 27823/33666 [16:03<03:22, 28.88it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  31%|███       | 2574/8416 [00:21<00:48, 121.45it/s]
    Epoch 0:  83%|████████▎ | 27824/33666 [16:03<03:22, 28.88it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  31%|███       | 2575/8416 [00:21<00:48, 121.45it/s]
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    Validation DataLoader 0:  31%|███       | 2576/8416 [00:21<00:48, 121.45it/s]
    Epoch 0:  83%|████████▎ | 27826/33666 [16:03<03:22, 28.88it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  31%|███       | 2577/8416 [00:21<00:48, 121.45it/s]
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    Validation DataLoader 0:  31%|███       | 2578/8416 [00:21<00:48, 121.45it/s]
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    Validation DataLoader 0:  31%|███       | 2579/8416 [00:21<00:48, 121.45it/s]
    Epoch 0:  83%|████████▎ | 27829/33666 [16:03<03:22, 28.88it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  31%|███       | 2580/8416 [00:21<00:48, 121.45it/s]
    Epoch 0:  83%|████████▎ | 27830/33666 [16:03<03:22, 28.88it/s, loss=4.2, v_num=0]

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    Validation DataLoader 0:  31%|███▏      | 2631/8416 [00:21<00:47, 121.47it/s]
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    Validation DataLoader 0:  31%|███▏      | 2643/8416 [00:21<00:47, 121.48it/s]
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    Validation DataLoader 0:  31%|███▏      | 2646/8416 [00:21<00:47, 121.48it/s]
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    Validation DataLoader 0:  31%|███▏      | 2647/8416 [00:21<00:47, 121.48it/s]
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    Validation DataLoader 0:  31%|███▏      | 2651/8416 [00:21<00:47, 121.48it/s]
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    Validation DataLoader 0:  32%|███▏      | 2652/8416 [00:21<00:47, 121.48it/s]
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    Validation DataLoader 0:  32%|███▏      | 2653/8416 [00:21<00:47, 121.49it/s]
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    Validation DataLoader 0:  32%|███▏      | 2693/8416 [00:22<00:47, 121.52it/s]
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    Epoch 0:  83%|████████▎ | 27949/33666 [16:04<03:17, 28.98it/s, loss=4.2, v_num=0]

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    Epoch 0:  83%|████████▎ | 27950/33666 [16:04<03:17, 28.98it/s, loss=4.2, v_num=0]

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    Epoch 0:  83%|████████▎ | 27951/33666 [16:04<03:17, 28.98it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2702/8416 [00:22<00:47, 121.53it/s]
    Epoch 0:  83%|████████▎ | 27952/33666 [16:04<03:17, 28.98it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2703/8416 [00:22<00:47, 121.54it/s]
    Epoch 0:  83%|████████▎ | 27953/33666 [16:04<03:17, 28.98it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2704/8416 [00:22<00:46, 121.54it/s]
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    Validation DataLoader 0:  32%|███▏      | 2706/8416 [00:22<00:46, 121.54it/s]
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    Validation DataLoader 0:  32%|███▏      | 2707/8416 [00:22<00:46, 121.55it/s]
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    Validation DataLoader 0:  32%|███▏      | 2708/8416 [00:22<00:46, 121.55it/s]
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    Validation DataLoader 0:  32%|███▏      | 2709/8416 [00:22<00:46, 121.55it/s]
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    Epoch 0:  83%|████████▎ | 27963/33666 [16:04<03:16, 28.99it/s, loss=4.2, v_num=0]

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    Epoch 0:  83%|████████▎ | 27964/33666 [16:04<03:16, 28.99it/s, loss=4.2, v_num=0]

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    Epoch 0:  83%|████████▎ | 27965/33666 [16:04<03:16, 28.99it/s, loss=4.2, v_num=0]

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    Epoch 0:  83%|████████▎ | 27967/33666 [16:04<03:16, 28.99it/s, loss=4.2, v_num=0]

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    Epoch 0:  83%|████████▎ | 27968/33666 [16:04<03:16, 28.99it/s, loss=4.2, v_num=0]

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    Epoch 0:  83%|████████▎ | 27969/33666 [16:04<03:16, 28.99it/s, loss=4.2, v_num=0]

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    Epoch 0:  83%|████████▎ | 27970/33666 [16:04<03:16, 29.00it/s, loss=4.2, v_num=0]

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    Epoch 0:  83%|████████▎ | 27971/33666 [16:04<03:16, 29.00it/s, loss=4.2, v_num=0]

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    Epoch 0:  83%|████████▎ | 27972/33666 [16:04<03:16, 29.00it/s, loss=4.2, v_num=0]

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    Validation DataLoader 0:  32%|███▏      | 2729/8416 [00:22<00:46, 121.60it/s]
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    Validation DataLoader 0:  32%|███▏      | 2731/8416 [00:22<00:46, 121.60it/s]
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    Epoch 0:  83%|████████▎ | 27983/33666 [16:04<03:15, 29.01it/s, loss=4.2, v_num=0]

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    Validation DataLoader 0:  33%|███▎      | 2737/8416 [00:22<00:46, 121.62it/s]
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    Validation DataLoader 0:  33%|███▎      | 2741/8416 [00:22<00:46, 121.63it/s]
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    Validation DataLoader 0:  33%|███▎      | 2742/8416 [00:22<00:46, 121.63it/s]
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    Validation DataLoader 0:  33%|███▎      | 2743/8416 [00:22<00:46, 121.63it/s]
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    Validation DataLoader 0:  33%|███▎      | 2745/8416 [00:22<00:46, 121.64it/s]
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    Validation DataLoader 0:  33%|███▎      | 2746/8416 [00:22<00:46, 121.64it/s]
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    Validation DataLoader 0:  33%|███▎      | 2747/8416 [00:22<00:46, 121.64it/s]
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    Validation DataLoader 0:  33%|███▎      | 2753/8416 [00:22<00:46, 121.66it/s]
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    Validation DataLoader 0:  33%|███▎      | 2754/8416 [00:22<00:46, 121.66it/s]
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    Validation DataLoader 0:  33%|███▎      | 2757/8416 [00:22<00:46, 121.67it/s]
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    Validation DataLoader 0:  33%|███▎      | 2758/8416 [00:22<00:46, 121.67it/s]
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    Validation DataLoader 0:  33%|███▎      | 2759/8416 [00:22<00:46, 121.67it/s]
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    Validation DataLoader 0:  33%|███▎      | 2761/8416 [00:22<00:46, 121.67it/s]
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    Epoch 0:  83%|████████▎ | 28059/33666 [16:05<03:12, 29.07it/s, loss=4.2, v_num=0]

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    Epoch 0:  85%|████████▍ | 28509/33666 [16:08<02:55, 29.42it/s, loss=4.2, v_num=0]

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    Validation DataLoader 0:  39%|███▉      | 3294/8416 [00:26<00:41, 122.04it/s]
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    Validation DataLoader 0:  39%|███▉      | 3295/8416 [00:26<00:41, 122.05it/s]
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    Epoch 0:  85%|████████▍ | 28600/33666 [16:09<02:51, 29.49it/s, loss=4.2, v_num=0]

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    Epoch 0:  85%|████████▌ | 28643/33666 [16:10<02:50, 29.53it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  40%|████      | 3394/8416 [00:27<00:41, 122.15it/s]
    Epoch 0:  85%|████████▌ | 28644/33666 [16:10<02:50, 29.53it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  40%|████      | 3395/8416 [00:27<00:41, 122.15it/s]
    Epoch 0:  85%|████████▌ | 28645/33666 [16:10<02:50, 29.53it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  40%|████      | 3396/8416 [00:27<00:41, 122.16it/s]
    Epoch 0:  85%|████████▌ | 28646/33666 [16:10<02:49, 29.53it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  40%|████      | 3397/8416 [00:27<00:41, 122.16it/s]
    Epoch 0:  85%|████████▌ | 28647/33666 [16:10<02:49, 29.53it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  40%|████      | 3398/8416 [00:27<00:41, 122.16it/s]
    Epoch 0:  85%|████████▌ | 28648/33666 [16:10<02:49, 29.53it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  40%|████      | 3399/8416 [00:27<00:41, 122.16it/s]
    Epoch 0:  85%|████████▌ | 28649/33666 [16:10<02:49, 29.53it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  40%|████      | 3400/8416 [00:27<00:41, 122.16it/s]
    Epoch 0:  85%|████████▌ | 28650/33666 [16:10<02:49, 29.53it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  40%|████      | 3401/8416 [00:27<00:41, 122.16it/s]
    Epoch 0:  85%|████████▌ | 28651/33666 [16:10<02:49, 29.53it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  40%|████      | 3402/8416 [00:27<00:41, 122.16it/s]
    Epoch 0:  85%|████████▌ | 28652/33666 [16:10<02:49, 29.53it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  40%|████      | 3403/8416 [00:27<00:41, 122.16it/s]
    Epoch 0:  85%|████████▌ | 28653/33666 [16:10<02:49, 29.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  40%|████      | 3404/8416 [00:27<00:41, 122.16it/s]
    Epoch 0:  85%|████████▌ | 28654/33666 [16:10<02:49, 29.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  40%|████      | 3405/8416 [00:27<00:41, 122.16it/s]
    Epoch 0:  85%|████████▌ | 28655/33666 [16:10<02:49, 29.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  40%|████      | 3406/8416 [00:27<00:41, 122.16it/s]
    Epoch 0:  85%|████████▌ | 28656/33666 [16:10<02:49, 29.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  40%|████      | 3407/8416 [00:27<00:41, 122.16it/s]
    Epoch 0:  85%|████████▌ | 28657/33666 [16:10<02:49, 29.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  40%|████      | 3408/8416 [00:27<00:40, 122.16it/s]
    Epoch 0:  85%|████████▌ | 28658/33666 [16:10<02:49, 29.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3409/8416 [00:27<00:40, 122.17it/s]
    Epoch 0:  85%|████████▌ | 28659/33666 [16:10<02:49, 29.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3410/8416 [00:27<00:40, 122.17it/s]
    Epoch 0:  85%|████████▌ | 28660/33666 [16:10<02:49, 29.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3411/8416 [00:27<00:40, 122.17it/s]
    Epoch 0:  85%|████████▌ | 28661/33666 [16:10<02:49, 29.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3412/8416 [00:27<00:40, 122.17it/s]
    Epoch 0:  85%|████████▌ | 28662/33666 [16:10<02:49, 29.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3413/8416 [00:27<00:40, 122.17it/s]
    Epoch 0:  85%|████████▌ | 28663/33666 [16:10<02:49, 29.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3414/8416 [00:27<00:40, 122.17it/s]
    Epoch 0:  85%|████████▌ | 28664/33666 [16:10<02:49, 29.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3415/8416 [00:27<00:40, 122.17it/s]
    Epoch 0:  85%|████████▌ | 28665/33666 [16:10<02:49, 29.55it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3416/8416 [00:27<00:40, 122.17it/s]
    Epoch 0:  85%|████████▌ | 28666/33666 [16:10<02:49, 29.55it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3417/8416 [00:27<00:40, 122.17it/s]
    Epoch 0:  85%|████████▌ | 28667/33666 [16:10<02:49, 29.55it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3418/8416 [00:27<00:40, 122.18it/s]
    Epoch 0:  85%|████████▌ | 28668/33666 [16:10<02:49, 29.55it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3419/8416 [00:27<00:40, 122.18it/s]
    Epoch 0:  85%|████████▌ | 28669/33666 [16:10<02:49, 29.55it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3420/8416 [00:27<00:40, 122.18it/s]
    Epoch 0:  85%|████████▌ | 28670/33666 [16:10<02:49, 29.55it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3421/8416 [00:27<00:40, 122.18it/s]
    Epoch 0:  85%|████████▌ | 28671/33666 [16:10<02:49, 29.55it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3422/8416 [00:28<00:40, 122.18it/s]
    Epoch 0:  85%|████████▌ | 28672/33666 [16:10<02:48, 29.55it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3423/8416 [00:28<00:40, 122.18it/s]
    Epoch 0:  85%|████████▌ | 28673/33666 [16:10<02:48, 29.55it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3424/8416 [00:28<00:40, 122.18it/s]
    Epoch 0:  85%|████████▌ | 28674/33666 [16:10<02:48, 29.55it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3425/8416 [00:28<00:40, 122.18it/s]
    Epoch 0:  85%|████████▌ | 28675/33666 [16:10<02:48, 29.55it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3426/8416 [00:28<00:40, 122.18it/s]
    Epoch 0:  85%|████████▌ | 28676/33666 [16:10<02:48, 29.55it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3427/8416 [00:28<00:40, 122.18it/s]
    Epoch 0:  85%|████████▌ | 28677/33666 [16:10<02:48, 29.55it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3428/8416 [00:28<00:40, 122.19it/s]
    Epoch 0:  85%|████████▌ | 28678/33666 [16:10<02:48, 29.56it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3429/8416 [00:28<00:40, 122.19it/s]
    Epoch 0:  85%|████████▌ | 28679/33666 [16:10<02:48, 29.56it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3430/8416 [00:28<00:40, 122.19it/s]
    Epoch 0:  85%|████████▌ | 28680/33666 [16:10<02:48, 29.56it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3431/8416 [00:28<00:40, 122.19it/s]
    Epoch 0:  85%|████████▌ | 28681/33666 [16:10<02:48, 29.56it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3432/8416 [00:28<00:40, 122.19it/s]
    Epoch 0:  85%|████████▌ | 28682/33666 [16:10<02:48, 29.56it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3433/8416 [00:28<00:40, 122.19it/s]
    Epoch 0:  85%|████████▌ | 28683/33666 [16:10<02:48, 29.56it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3434/8416 [00:28<00:40, 122.19it/s]
    Epoch 0:  85%|████████▌ | 28684/33666 [16:10<02:48, 29.56it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3435/8416 [00:28<00:40, 122.19it/s]
    Epoch 0:  85%|████████▌ | 28685/33666 [16:10<02:48, 29.56it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3436/8416 [00:28<00:40, 122.19it/s]
    Epoch 0:  85%|████████▌ | 28686/33666 [16:10<02:48, 29.56it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3437/8416 [00:28<00:40, 122.19it/s]
    Epoch 0:  85%|████████▌ | 28687/33666 [16:10<02:48, 29.56it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3438/8416 [00:28<00:40, 122.20it/s]
    Epoch 0:  85%|████████▌ | 28688/33666 [16:10<02:48, 29.56it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3439/8416 [00:28<00:40, 122.20it/s]
    Epoch 0:  85%|████████▌ | 28689/33666 [16:10<02:48, 29.56it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3440/8416 [00:28<00:40, 122.20it/s]
    Epoch 0:  85%|████████▌ | 28690/33666 [16:10<02:48, 29.56it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3441/8416 [00:28<00:40, 122.20it/s]
    Epoch 0:  85%|████████▌ | 28691/33666 [16:10<02:48, 29.57it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3442/8416 [00:28<00:40, 122.20it/s]
    Epoch 0:  85%|████████▌ | 28692/33666 [16:10<02:48, 29.57it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3443/8416 [00:28<00:40, 122.20it/s]
    Epoch 0:  85%|████████▌ | 28693/33666 [16:10<02:48, 29.57it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3444/8416 [00:28<00:40, 122.20it/s]
    Epoch 0:  85%|████████▌ | 28694/33666 [16:10<02:48, 29.57it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3445/8416 [00:28<00:40, 122.20it/s]
    Epoch 0:  85%|████████▌ | 28695/33666 [16:10<02:48, 29.57it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3446/8416 [00:28<00:40, 122.20it/s]
    Epoch 0:  85%|████████▌ | 28696/33666 [16:10<02:48, 29.57it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3447/8416 [00:28<00:40, 122.20it/s]
    Epoch 0:  85%|████████▌ | 28697/33666 [16:10<02:48, 29.57it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3448/8416 [00:28<00:40, 122.21it/s]
    Epoch 0:  85%|████████▌ | 28698/33666 [16:10<02:48, 29.57it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3449/8416 [00:28<00:40, 122.21it/s]
    Epoch 0:  85%|████████▌ | 28699/33666 [16:10<02:47, 29.57it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3450/8416 [00:28<00:40, 122.21it/s]
    Epoch 0:  85%|████████▌ | 28700/33666 [16:10<02:47, 29.57it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3451/8416 [00:28<00:40, 122.21it/s]
    Epoch 0:  85%|████████▌ | 28701/33666 [16:10<02:47, 29.57it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3452/8416 [00:28<00:40, 122.21it/s]
    Epoch 0:  85%|████████▌ | 28702/33666 [16:10<02:47, 29.57it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3453/8416 [00:28<00:40, 122.21it/s]
    Epoch 0:  85%|████████▌ | 28703/33666 [16:10<02:47, 29.58it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3454/8416 [00:28<00:40, 122.21it/s]
    Epoch 0:  85%|████████▌ | 28704/33666 [16:10<02:47, 29.58it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3455/8416 [00:28<00:40, 122.21it/s]
    Epoch 0:  85%|████████▌ | 28705/33666 [16:10<02:47, 29.58it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3456/8416 [00:28<00:40, 122.21it/s]
    Epoch 0:  85%|████████▌ | 28706/33666 [16:10<02:47, 29.58it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3457/8416 [00:28<00:40, 122.21it/s]
    Epoch 0:  85%|████████▌ | 28707/33666 [16:10<02:47, 29.58it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3458/8416 [00:28<00:40, 122.22it/s]
    Epoch 0:  85%|████████▌ | 28708/33666 [16:10<02:47, 29.58it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3459/8416 [00:28<00:40, 122.22it/s]
    Epoch 0:  85%|████████▌ | 28709/33666 [16:10<02:47, 29.58it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3460/8416 [00:28<00:40, 122.22it/s]
    Epoch 0:  85%|████████▌ | 28710/33666 [16:10<02:47, 29.58it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3461/8416 [00:28<00:40, 122.22it/s]
    Epoch 0:  85%|████████▌ | 28711/33666 [16:10<02:47, 29.58it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3462/8416 [00:28<00:40, 122.22it/s]
    Epoch 0:  85%|████████▌ | 28712/33666 [16:10<02:47, 29.58it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3463/8416 [00:28<00:40, 122.22it/s]
    Epoch 0:  85%|████████▌ | 28713/33666 [16:10<02:47, 29.58it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3464/8416 [00:28<00:40, 122.22it/s]
    Epoch 0:  85%|████████▌ | 28714/33666 [16:10<02:47, 29.58it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3465/8416 [00:28<00:40, 122.22it/s]
    Epoch 0:  85%|████████▌ | 28715/33666 [16:10<02:47, 29.58it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3466/8416 [00:28<00:40, 122.22it/s]
    Epoch 0:  85%|████████▌ | 28716/33666 [16:10<02:47, 29.59it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3467/8416 [00:28<00:40, 122.22it/s]
    Epoch 0:  85%|████████▌ | 28717/33666 [16:10<02:47, 29.59it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3468/8416 [00:28<00:40, 122.22it/s]
    Epoch 0:  85%|████████▌ | 28718/33666 [16:10<02:47, 29.59it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3469/8416 [00:28<00:40, 122.22it/s]
    Epoch 0:  85%|████████▌ | 28719/33666 [16:10<02:47, 29.59it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3470/8416 [00:28<00:40, 122.22it/s]
    Epoch 0:  85%|████████▌ | 28720/33666 [16:10<02:47, 29.59it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████      | 3471/8416 [00:28<00:40, 122.23it/s]
    Epoch 0:  85%|████████▌ | 28721/33666 [16:10<02:47, 29.59it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3472/8416 [00:28<00:40, 122.23it/s]
    Epoch 0:  85%|████████▌ | 28722/33666 [16:10<02:47, 29.59it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3473/8416 [00:28<00:40, 122.23it/s]
    Epoch 0:  85%|████████▌ | 28723/33666 [16:10<02:47, 29.59it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3474/8416 [00:28<00:40, 122.23it/s]
    Epoch 0:  85%|████████▌ | 28724/33666 [16:10<02:47, 29.59it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3475/8416 [00:28<00:40, 122.23it/s]
    Epoch 0:  85%|████████▌ | 28725/33666 [16:10<02:46, 29.59it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3476/8416 [00:28<00:40, 122.23it/s]
    Epoch 0:  85%|████████▌ | 28726/33666 [16:10<02:46, 29.59it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3477/8416 [00:28<00:40, 122.23it/s]
    Epoch 0:  85%|████████▌ | 28727/33666 [16:10<02:46, 29.59it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3478/8416 [00:28<00:40, 122.23it/s]
    Epoch 0:  85%|████████▌ | 28728/33666 [16:10<02:46, 29.59it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3479/8416 [00:28<00:40, 122.24it/s]
    Epoch 0:  85%|████████▌ | 28729/33666 [16:10<02:46, 29.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3480/8416 [00:28<00:40, 122.24it/s]
    Epoch 0:  85%|████████▌ | 28730/33666 [16:10<02:46, 29.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3481/8416 [00:28<00:40, 122.24it/s]
    Epoch 0:  85%|████████▌ | 28731/33666 [16:10<02:46, 29.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3482/8416 [00:28<00:40, 122.24it/s]
    Epoch 0:  85%|████████▌ | 28732/33666 [16:10<02:46, 29.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3483/8416 [00:28<00:40, 122.24it/s]
    Epoch 0:  85%|████████▌ | 28733/33666 [16:10<02:46, 29.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3484/8416 [00:28<00:40, 122.24it/s]
    Epoch 0:  85%|████████▌ | 28734/33666 [16:10<02:46, 29.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3485/8416 [00:28<00:40, 122.24it/s]
    Epoch 0:  85%|████████▌ | 28735/33666 [16:10<02:46, 29.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3486/8416 [00:28<00:40, 122.24it/s]
    Epoch 0:  85%|████████▌ | 28736/33666 [16:10<02:46, 29.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3487/8416 [00:28<00:40, 122.24it/s]
    Epoch 0:  85%|████████▌ | 28737/33666 [16:10<02:46, 29.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3488/8416 [00:28<00:40, 122.24it/s]
    Epoch 0:  85%|████████▌ | 28738/33666 [16:10<02:46, 29.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3489/8416 [00:28<00:40, 122.22it/s]
    Epoch 0:  85%|████████▌ | 28739/33666 [16:10<02:46, 29.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3490/8416 [00:28<00:40, 122.22it/s]
    Epoch 0:  85%|████████▌ | 28740/33666 [16:10<02:46, 29.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3491/8416 [00:28<00:40, 122.22it/s]
    Epoch 0:  85%|████████▌ | 28741/33666 [16:10<02:46, 29.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3492/8416 [00:28<00:40, 122.22it/s]
    Epoch 0:  85%|████████▌ | 28742/33666 [16:10<02:46, 29.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3493/8416 [00:28<00:40, 122.22it/s]
    Epoch 0:  85%|████████▌ | 28743/33666 [16:10<02:46, 29.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3494/8416 [00:28<00:40, 122.22it/s]
    Epoch 0:  85%|████████▌ | 28744/33666 [16:10<02:46, 29.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3495/8416 [00:28<00:40, 122.22it/s]
    Epoch 0:  85%|████████▌ | 28745/33666 [16:10<02:46, 29.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3496/8416 [00:28<00:40, 122.22it/s]
    Epoch 0:  85%|████████▌ | 28746/33666 [16:10<02:46, 29.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3497/8416 [00:28<00:40, 122.22it/s]
    Epoch 0:  85%|████████▌ | 28747/33666 [16:10<02:46, 29.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3498/8416 [00:28<00:40, 122.22it/s]
    Epoch 0:  85%|████████▌ | 28748/33666 [16:10<02:46, 29.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3499/8416 [00:28<00:40, 122.22it/s]
    Epoch 0:  85%|████████▌ | 28749/33666 [16:10<02:46, 29.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3500/8416 [00:28<00:40, 122.22it/s]
    Epoch 0:  85%|████████▌ | 28750/33666 [16:10<02:46, 29.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3501/8416 [00:28<00:40, 122.22it/s]
    Epoch 0:  85%|████████▌ | 28751/33666 [16:10<02:45, 29.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3502/8416 [00:28<00:40, 122.22it/s]
    Epoch 0:  85%|████████▌ | 28752/33666 [16:10<02:45, 29.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3503/8416 [00:28<00:40, 122.22it/s]
    Epoch 0:  85%|████████▌ | 28753/33666 [16:10<02:45, 29.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3504/8416 [00:28<00:40, 122.22it/s]
    Epoch 0:  85%|████████▌ | 28754/33666 [16:10<02:45, 29.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3505/8416 [00:28<00:40, 122.22it/s]
    Epoch 0:  85%|████████▌ | 28755/33666 [16:10<02:45, 29.62it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3506/8416 [00:28<00:40, 122.22it/s]
    Epoch 0:  85%|████████▌ | 28756/33666 [16:10<02:45, 29.62it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3507/8416 [00:28<00:40, 122.22it/s]
    Epoch 0:  85%|████████▌ | 28757/33666 [16:10<02:45, 29.62it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3508/8416 [00:28<00:40, 122.22it/s]
    Epoch 0:  85%|████████▌ | 28758/33666 [16:10<02:45, 29.62it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3509/8416 [00:28<00:40, 122.22it/s]
    Epoch 0:  85%|████████▌ | 28759/33666 [16:10<02:45, 29.62it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3510/8416 [00:28<00:40, 122.22it/s]
    Epoch 0:  85%|████████▌ | 28760/33666 [16:10<02:45, 29.62it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3511/8416 [00:28<00:40, 122.22it/s]
    Epoch 0:  85%|████████▌ | 28761/33666 [16:10<02:45, 29.62it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3512/8416 [00:28<00:40, 122.22it/s]
    Epoch 0:  85%|████████▌ | 28762/33666 [16:10<02:45, 29.62it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3513/8416 [00:28<00:40, 122.22it/s]
    Epoch 0:  85%|████████▌ | 28763/33666 [16:11<02:45, 29.62it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3514/8416 [00:28<00:40, 122.22it/s]
    Epoch 0:  85%|████████▌ | 28764/33666 [16:11<02:45, 29.62it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3515/8416 [00:28<00:40, 122.21it/s]
    Epoch 0:  85%|████████▌ | 28765/33666 [16:11<02:45, 29.62it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3516/8416 [00:28<00:40, 122.21it/s]
    Epoch 0:  85%|████████▌ | 28766/33666 [16:11<02:45, 29.62it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3517/8416 [00:28<00:40, 122.21it/s]
    Epoch 0:  85%|████████▌ | 28767/33666 [16:11<02:45, 29.63it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3518/8416 [00:28<00:40, 122.21it/s]
    Epoch 0:  85%|████████▌ | 28768/33666 [16:11<02:45, 29.63it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3519/8416 [00:28<00:40, 122.21it/s]
    Epoch 0:  85%|████████▌ | 28769/33666 [16:11<02:45, 29.63it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3520/8416 [00:28<00:40, 122.21it/s]
    Epoch 0:  85%|████████▌ | 28770/33666 [16:11<02:45, 29.63it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3521/8416 [00:28<00:40, 122.21it/s]
    Epoch 0:  85%|████████▌ | 28771/33666 [16:11<02:45, 29.63it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3522/8416 [00:28<00:40, 122.21it/s]
    Epoch 0:  85%|████████▌ | 28772/33666 [16:11<02:45, 29.63it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3523/8416 [00:28<00:40, 122.21it/s]
    Epoch 0:  85%|████████▌ | 28773/33666 [16:11<02:45, 29.63it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3524/8416 [00:28<00:40, 122.21it/s]
    Epoch 0:  85%|████████▌ | 28774/33666 [16:11<02:45, 29.63it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3525/8416 [00:28<00:40, 122.21it/s]
    Epoch 0:  85%|████████▌ | 28775/33666 [16:11<02:45, 29.63it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3526/8416 [00:28<00:40, 122.21it/s]
    Epoch 0:  85%|████████▌ | 28776/33666 [16:11<02:45, 29.63it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3527/8416 [00:28<00:40, 122.21it/s]
    Epoch 0:  85%|████████▌ | 28777/33666 [16:11<02:44, 29.63it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3528/8416 [00:28<00:39, 122.21it/s]
    Epoch 0:  85%|████████▌ | 28778/33666 [16:11<02:44, 29.63it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3529/8416 [00:28<00:39, 122.21it/s]
    Epoch 0:  85%|████████▌ | 28779/33666 [16:11<02:44, 29.63it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3530/8416 [00:28<00:39, 122.21it/s]
    Epoch 0:  85%|████████▌ | 28780/33666 [16:11<02:44, 29.64it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3531/8416 [00:28<00:39, 122.21it/s]
    Epoch 0:  85%|████████▌ | 28781/33666 [16:11<02:44, 29.64it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3532/8416 [00:28<00:39, 122.21it/s]
    Epoch 0:  85%|████████▌ | 28782/33666 [16:11<02:44, 29.64it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3533/8416 [00:28<00:39, 122.21it/s]
    Epoch 0:  85%|████████▌ | 28783/33666 [16:11<02:44, 29.64it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3534/8416 [00:28<00:39, 122.21it/s]
    Epoch 0:  85%|████████▌ | 28784/33666 [16:11<02:44, 29.64it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3535/8416 [00:28<00:39, 122.21it/s]
    Epoch 0:  86%|████████▌ | 28785/33666 [16:11<02:44, 29.64it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3536/8416 [00:28<00:39, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28786/33666 [16:11<02:44, 29.64it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3537/8416 [00:28<00:39, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28787/33666 [16:11<02:44, 29.64it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3538/8416 [00:28<00:39, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28788/33666 [16:11<02:44, 29.64it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3539/8416 [00:28<00:39, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28789/33666 [16:11<02:44, 29.64it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3540/8416 [00:28<00:39, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28790/33666 [16:11<02:44, 29.64it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3541/8416 [00:28<00:39, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28791/33666 [16:11<02:44, 29.64it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3542/8416 [00:28<00:39, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28792/33666 [16:11<02:44, 29.64it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3543/8416 [00:28<00:39, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28793/33666 [16:11<02:44, 29.65it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3544/8416 [00:29<00:39, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28794/33666 [16:11<02:44, 29.65it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3545/8416 [00:29<00:39, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28795/33666 [16:11<02:44, 29.65it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3546/8416 [00:29<00:39, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28796/33666 [16:11<02:44, 29.65it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3547/8416 [00:29<00:39, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28797/33666 [16:11<02:44, 29.65it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3548/8416 [00:29<00:39, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28798/33666 [16:11<02:44, 29.65it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3549/8416 [00:29<00:39, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28799/33666 [16:11<02:44, 29.65it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3550/8416 [00:29<00:39, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28800/33666 [16:11<02:44, 29.65it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3551/8416 [00:29<00:39, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28801/33666 [16:11<02:44, 29.65it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3552/8416 [00:29<00:39, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28802/33666 [16:11<02:44, 29.65it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3553/8416 [00:29<00:39, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28803/33666 [16:11<02:43, 29.65it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3554/8416 [00:29<00:39, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28804/33666 [16:11<02:43, 29.65it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3555/8416 [00:29<00:39, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28805/33666 [16:11<02:43, 29.65it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3556/8416 [00:29<00:39, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28806/33666 [16:11<02:43, 29.66it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3557/8416 [00:29<00:39, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28807/33666 [16:11<02:43, 29.66it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3558/8416 [00:29<00:39, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28808/33666 [16:11<02:43, 29.66it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3559/8416 [00:29<00:39, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28809/33666 [16:11<02:43, 29.66it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3560/8416 [00:29<00:39, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28810/33666 [16:11<02:43, 29.66it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3561/8416 [00:29<00:39, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28811/33666 [16:11<02:43, 29.66it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3562/8416 [00:29<00:39, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28812/33666 [16:11<02:43, 29.66it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3563/8416 [00:29<00:39, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28813/33666 [16:11<02:43, 29.66it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3564/8416 [00:29<00:39, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28814/33666 [16:11<02:43, 29.66it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3565/8416 [00:29<00:39, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28815/33666 [16:11<02:43, 29.66it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3566/8416 [00:29<00:39, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28816/33666 [16:11<02:43, 29.66it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3567/8416 [00:29<00:39, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28817/33666 [16:11<02:43, 29.66it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3568/8416 [00:29<00:39, 122.19it/s]
    Epoch 0:  86%|████████▌ | 28818/33666 [16:11<02:43, 29.66it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3569/8416 [00:29<00:39, 122.19it/s]
    Epoch 0:  86%|████████▌ | 28819/33666 [16:11<02:43, 29.67it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3570/8416 [00:29<00:39, 122.19it/s]
    Epoch 0:  86%|████████▌ | 28820/33666 [16:11<02:43, 29.67it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3571/8416 [00:29<00:39, 122.19it/s]
    Epoch 0:  86%|████████▌ | 28821/33666 [16:11<02:43, 29.67it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3572/8416 [00:29<00:39, 122.19it/s]
    Epoch 0:  86%|████████▌ | 28822/33666 [16:11<02:43, 29.67it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3573/8416 [00:29<00:39, 122.19it/s]
    Epoch 0:  86%|████████▌ | 28823/33666 [16:11<02:43, 29.67it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3574/8416 [00:29<00:39, 122.19it/s]
    Epoch 0:  86%|████████▌ | 28824/33666 [16:11<02:43, 29.67it/s, loss=4.2, v_num=0]

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    Epoch 0:  86%|████████▌ | 28830/33666 [16:11<02:42, 29.67it/s, loss=4.2, v_num=0]

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    Epoch 0:  86%|████████▌ | 28831/33666 [16:11<02:42, 29.67it/s, loss=4.2, v_num=0]

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    Epoch 0:  86%|████████▌ | 28832/33666 [16:11<02:42, 29.68it/s, loss=4.2, v_num=0]

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    Epoch 0:  86%|████████▌ | 28834/33666 [16:11<02:42, 29.68it/s, loss=4.2, v_num=0]

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    Epoch 0:  86%|████████▌ | 28835/33666 [16:11<02:42, 29.68it/s, loss=4.2, v_num=0]

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    Epoch 0:  86%|████████▌ | 28837/33666 [16:11<02:42, 29.68it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3588/8416 [00:29<00:39, 122.19it/s]
    Epoch 0:  86%|████████▌ | 28838/33666 [16:11<02:42, 29.68it/s, loss=4.2, v_num=0]

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    Epoch 0:  86%|████████▌ | 28839/33666 [16:11<02:42, 29.68it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3590/8416 [00:29<00:39, 122.19it/s]
    Epoch 0:  86%|████████▌ | 28840/33666 [16:11<02:42, 29.68it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3591/8416 [00:29<00:39, 122.18it/s]
    Epoch 0:  86%|████████▌ | 28841/33666 [16:11<02:42, 29.68it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3592/8416 [00:29<00:39, 122.18it/s]
    Epoch 0:  86%|████████▌ | 28842/33666 [16:11<02:42, 29.68it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3593/8416 [00:29<00:39, 122.18it/s]
    Epoch 0:  86%|████████▌ | 28843/33666 [16:11<02:42, 29.68it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3594/8416 [00:29<00:39, 122.18it/s]
    Epoch 0:  86%|████████▌ | 28844/33666 [16:11<02:42, 29.68it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3595/8416 [00:29<00:39, 122.18it/s]
    Epoch 0:  86%|████████▌ | 28845/33666 [16:11<02:42, 29.69it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3596/8416 [00:29<00:39, 122.18it/s]
    Epoch 0:  86%|████████▌ | 28846/33666 [16:11<02:42, 29.69it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3597/8416 [00:29<00:39, 122.18it/s]
    Epoch 0:  86%|████████▌ | 28847/33666 [16:11<02:42, 29.69it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3598/8416 [00:29<00:39, 122.18it/s]
    Epoch 0:  86%|████████▌ | 28848/33666 [16:11<02:42, 29.69it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3599/8416 [00:29<00:39, 122.18it/s]
    Epoch 0:  86%|████████▌ | 28849/33666 [16:11<02:42, 29.69it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3600/8416 [00:29<00:39, 122.18it/s]
    Epoch 0:  86%|████████▌ | 28850/33666 [16:11<02:42, 29.69it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3601/8416 [00:29<00:39, 122.18it/s]
    Epoch 0:  86%|████████▌ | 28851/33666 [16:11<02:42, 29.69it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3602/8416 [00:29<00:39, 122.18it/s]
    Epoch 0:  86%|████████▌ | 28852/33666 [16:11<02:42, 29.69it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3603/8416 [00:29<00:39, 122.18it/s]
    Epoch 0:  86%|████████▌ | 28853/33666 [16:11<02:42, 29.69it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3604/8416 [00:29<00:39, 122.18it/s]
    Epoch 0:  86%|████████▌ | 28854/33666 [16:11<02:42, 29.69it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3605/8416 [00:29<00:39, 122.18it/s]
    Epoch 0:  86%|████████▌ | 28855/33666 [16:11<02:42, 29.69it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3606/8416 [00:29<00:39, 122.18it/s]
    Epoch 0:  86%|████████▌ | 28856/33666 [16:11<02:41, 29.69it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3607/8416 [00:29<00:39, 122.18it/s]
    Epoch 0:  86%|████████▌ | 28857/33666 [16:11<02:41, 29.69it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3608/8416 [00:29<00:39, 122.18it/s]
    Epoch 0:  86%|████████▌ | 28858/33666 [16:11<02:41, 29.70it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3609/8416 [00:29<00:39, 122.18it/s]
    Epoch 0:  86%|████████▌ | 28859/33666 [16:11<02:41, 29.70it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3610/8416 [00:29<00:39, 122.18it/s]
    Epoch 0:  86%|████████▌ | 28860/33666 [16:11<02:41, 29.70it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3611/8416 [00:29<00:39, 122.16it/s]
    Epoch 0:  86%|████████▌ | 28861/33666 [16:11<02:41, 29.70it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3612/8416 [00:29<00:39, 122.16it/s]
    Epoch 0:  86%|████████▌ | 28862/33666 [16:11<02:41, 29.70it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3613/8416 [00:29<00:39, 122.16it/s]
    Epoch 0:  86%|████████▌ | 28863/33666 [16:11<02:41, 29.70it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3614/8416 [00:29<00:39, 122.16it/s]
    Epoch 0:  86%|████████▌ | 28864/33666 [16:11<02:41, 29.70it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3615/8416 [00:29<00:39, 122.16it/s]
    Epoch 0:  86%|████████▌ | 28865/33666 [16:11<02:41, 29.70it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3616/8416 [00:29<00:39, 122.16it/s]
    Epoch 0:  86%|████████▌ | 28866/33666 [16:11<02:41, 29.70it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3617/8416 [00:29<00:39, 122.16it/s]
    Epoch 0:  86%|████████▌ | 28867/33666 [16:11<02:41, 29.70it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3618/8416 [00:29<00:39, 122.16it/s]
    Epoch 0:  86%|████████▌ | 28868/33666 [16:11<02:41, 29.70it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3619/8416 [00:29<00:39, 122.16it/s]
    Epoch 0:  86%|████████▌ | 28869/33666 [16:11<02:41, 29.70it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3620/8416 [00:29<00:39, 122.16it/s]
    Epoch 0:  86%|████████▌ | 28870/33666 [16:11<02:41, 29.71it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3621/8416 [00:29<00:39, 122.17it/s]
    Epoch 0:  86%|████████▌ | 28871/33666 [16:11<02:41, 29.71it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3622/8416 [00:29<00:39, 122.17it/s]
    Epoch 0:  86%|████████▌ | 28872/33666 [16:11<02:41, 29.71it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3623/8416 [00:29<00:39, 122.17it/s]
    Epoch 0:  86%|████████▌ | 28873/33666 [16:11<02:41, 29.71it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3624/8416 [00:29<00:39, 122.17it/s]
    Epoch 0:  86%|████████▌ | 28874/33666 [16:11<02:41, 29.71it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3625/8416 [00:29<00:39, 122.17it/s]
    Epoch 0:  86%|████████▌ | 28875/33666 [16:11<02:41, 29.71it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3626/8416 [00:29<00:39, 122.17it/s]
    Epoch 0:  86%|████████▌ | 28876/33666 [16:11<02:41, 29.71it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3627/8416 [00:29<00:39, 122.17it/s]
    Epoch 0:  86%|████████▌ | 28877/33666 [16:11<02:41, 29.71it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3628/8416 [00:29<00:39, 122.17it/s]
    Epoch 0:  86%|████████▌ | 28878/33666 [16:11<02:41, 29.71it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3629/8416 [00:29<00:39, 122.17it/s]
    Epoch 0:  86%|████████▌ | 28879/33666 [16:11<02:41, 29.71it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3630/8416 [00:29<00:39, 122.17it/s]
    Epoch 0:  86%|████████▌ | 28880/33666 [16:11<02:41, 29.71it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3631/8416 [00:29<00:39, 122.18it/s]
    Epoch 0:  86%|████████▌ | 28881/33666 [16:11<02:41, 29.71it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3632/8416 [00:29<00:39, 122.18it/s]
    Epoch 0:  86%|████████▌ | 28882/33666 [16:11<02:40, 29.71it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3633/8416 [00:29<00:39, 122.18it/s]
    Epoch 0:  86%|████████▌ | 28883/33666 [16:11<02:40, 29.72it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3634/8416 [00:29<00:39, 122.18it/s]
    Epoch 0:  86%|████████▌ | 28884/33666 [16:12<02:40, 29.72it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3635/8416 [00:29<00:39, 122.18it/s]
    Epoch 0:  86%|████████▌ | 28885/33666 [16:12<02:40, 29.72it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3636/8416 [00:29<00:39, 122.18it/s]
    Epoch 0:  86%|████████▌ | 28886/33666 [16:12<02:40, 29.72it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3637/8416 [00:29<00:39, 122.18it/s]
    Epoch 0:  86%|████████▌ | 28887/33666 [16:12<02:40, 29.72it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3638/8416 [00:29<00:39, 122.18it/s]
    Epoch 0:  86%|████████▌ | 28888/33666 [16:12<02:40, 29.72it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3639/8416 [00:29<00:39, 122.18it/s]
    Epoch 0:  86%|████████▌ | 28889/33666 [16:12<02:40, 29.72it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3640/8416 [00:29<00:39, 122.18it/s]
    Epoch 0:  86%|████████▌ | 28890/33666 [16:12<02:40, 29.72it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3641/8416 [00:29<00:39, 122.19it/s]
    Epoch 0:  86%|████████▌ | 28891/33666 [16:12<02:40, 29.72it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3642/8416 [00:29<00:39, 122.19it/s]
    Epoch 0:  86%|████████▌ | 28892/33666 [16:12<02:40, 29.72it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3643/8416 [00:29<00:39, 122.19it/s]
    Epoch 0:  86%|████████▌ | 28893/33666 [16:12<02:40, 29.72it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3644/8416 [00:29<00:39, 122.19it/s]
    Epoch 0:  86%|████████▌ | 28894/33666 [16:12<02:40, 29.72it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3645/8416 [00:29<00:39, 122.19it/s]
    Epoch 0:  86%|████████▌ | 28895/33666 [16:12<02:40, 29.72it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3646/8416 [00:29<00:39, 122.19it/s]
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    Validation DataLoader 0:  43%|████▎     | 3647/8416 [00:29<00:39, 122.19it/s]
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    Validation DataLoader 0:  43%|████▎     | 3648/8416 [00:29<00:39, 122.19it/s]
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    Validation DataLoader 0:  43%|████▎     | 3649/8416 [00:29<00:39, 122.19it/s]
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    Validation DataLoader 0:  43%|████▎     | 3650/8416 [00:29<00:39, 122.19it/s]
    Epoch 0:  86%|████████▌ | 28900/33666 [16:12<02:40, 29.73it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3651/8416 [00:29<00:38, 122.19it/s]
    Epoch 0:  86%|████████▌ | 28901/33666 [16:12<02:40, 29.73it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3652/8416 [00:29<00:38, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28902/33666 [16:12<02:40, 29.73it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3653/8416 [00:29<00:38, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28903/33666 [16:12<02:40, 29.73it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3654/8416 [00:29<00:38, 122.20it/s]
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    Validation DataLoader 0:  43%|████▎     | 3655/8416 [00:29<00:38, 122.20it/s]
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    Validation DataLoader 0:  43%|████▎     | 3656/8416 [00:29<00:38, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28906/33666 [16:12<02:40, 29.73it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3657/8416 [00:29<00:38, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28907/33666 [16:12<02:40, 29.73it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3658/8416 [00:29<00:38, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28908/33666 [16:12<02:40, 29.73it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3659/8416 [00:29<00:38, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28909/33666 [16:12<02:39, 29.74it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3660/8416 [00:29<00:38, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28910/33666 [16:12<02:39, 29.74it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3661/8416 [00:29<00:38, 122.19it/s]
    Epoch 0:  86%|████████▌ | 28911/33666 [16:12<02:39, 29.74it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3662/8416 [00:29<00:38, 122.19it/s]
    Epoch 0:  86%|████████▌ | 28912/33666 [16:12<02:39, 29.74it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3663/8416 [00:29<00:38, 122.19it/s]
    Epoch 0:  86%|████████▌ | 28913/33666 [16:12<02:39, 29.74it/s, loss=4.2, v_num=0]

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    Validation DataLoader 0:  44%|████▍     | 3697/8416 [00:30<00:38, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28947/33666 [16:12<02:38, 29.77it/s, loss=4.2, v_num=0]

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    Epoch 0:  86%|████████▌ | 28951/33666 [16:12<02:38, 29.77it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3702/8416 [00:30<00:38, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28952/33666 [16:12<02:38, 29.77it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3703/8416 [00:30<00:38, 122.20it/s]
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    Validation DataLoader 0:  44%|████▍     | 3704/8416 [00:30<00:38, 122.20it/s]
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    Validation DataLoader 0:  44%|████▍     | 3705/8416 [00:30<00:38, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28955/33666 [16:12<02:38, 29.77it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3706/8416 [00:30<00:38, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28956/33666 [16:12<02:38, 29.77it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3707/8416 [00:30<00:38, 122.20it/s]
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    Validation DataLoader 0:  44%|████▍     | 3708/8416 [00:30<00:38, 122.20it/s]
    Epoch 0:  86%|████████▌ | 28958/33666 [16:12<02:38, 29.77it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3709/8416 [00:30<00:38, 122.21it/s]
    Epoch 0:  86%|████████▌ | 28959/33666 [16:12<02:38, 29.77it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3710/8416 [00:30<00:38, 122.21it/s]
    Epoch 0:  86%|████████▌ | 28960/33666 [16:12<02:38, 29.78it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3711/8416 [00:30<00:38, 122.21it/s]
    Epoch 0:  86%|████████▌ | 28961/33666 [16:12<02:38, 29.78it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3712/8416 [00:30<00:38, 122.21it/s]
    Epoch 0:  86%|████████▌ | 28962/33666 [16:12<02:37, 29.78it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3713/8416 [00:30<00:38, 122.21it/s]
    Epoch 0:  86%|████████▌ | 28963/33666 [16:12<02:37, 29.78it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3714/8416 [00:30<00:38, 122.21it/s]
    Epoch 0:  86%|████████▌ | 28964/33666 [16:12<02:37, 29.78it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3715/8416 [00:30<00:38, 122.21it/s]
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    Validation DataLoader 0:  44%|████▍     | 3716/8416 [00:30<00:38, 122.19it/s]
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    Validation DataLoader 0:  44%|████▍     | 3717/8416 [00:30<00:38, 122.19it/s]
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    Validation DataLoader 0:  44%|████▍     | 3718/8416 [00:30<00:38, 122.19it/s]
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    Validation DataLoader 0:  44%|████▍     | 3719/8416 [00:30<00:38, 122.19it/s]
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    Validation DataLoader 0:  44%|████▍     | 3720/8416 [00:30<00:38, 122.19it/s]
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    Validation DataLoader 0:  44%|████▍     | 3721/8416 [00:30<00:38, 122.19it/s]
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    Validation DataLoader 0:  44%|████▍     | 3722/8416 [00:30<00:38, 122.19it/s]
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    Validation DataLoader 0:  44%|████▍     | 3723/8416 [00:30<00:38, 122.19it/s]
    Epoch 0:  86%|████████▌ | 28973/33666 [16:12<02:37, 29.79it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3724/8416 [00:30<00:38, 122.18it/s]
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    Validation DataLoader 0:  44%|████▍     | 3725/8416 [00:30<00:38, 122.18it/s]
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    Validation DataLoader 0:  44%|████▍     | 3726/8416 [00:30<00:38, 122.18it/s]
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    Validation DataLoader 0:  44%|████▍     | 3727/8416 [00:30<00:38, 122.18it/s]
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    Validation DataLoader 0:  44%|████▍     | 3728/8416 [00:30<00:38, 122.18it/s]
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    Validation DataLoader 0:  44%|████▍     | 3729/8416 [00:30<00:38, 122.18it/s]
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    Validation DataLoader 0:  44%|████▍     | 3730/8416 [00:30<00:38, 122.18it/s]
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    Validation DataLoader 0:  44%|████▍     | 3731/8416 [00:30<00:38, 122.18it/s]
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    Validation DataLoader 0:  44%|████▍     | 3732/8416 [00:30<00:38, 122.18it/s]
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    Validation DataLoader 0:  44%|████▍     | 3733/8416 [00:30<00:38, 122.18it/s]
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    Validation DataLoader 0:  44%|████▍     | 3734/8416 [00:30<00:38, 122.18it/s]
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    Validation DataLoader 0:  44%|████▍     | 3735/8416 [00:30<00:38, 122.18it/s]
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    Validation DataLoader 0:  44%|████▍     | 3736/8416 [00:30<00:38, 122.19it/s]
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    Validation DataLoader 0:  44%|████▍     | 3737/8416 [00:30<00:38, 122.19it/s]
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    Validation DataLoader 0:  44%|████▍     | 3738/8416 [00:30<00:38, 122.19it/s]
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    Validation DataLoader 0:  44%|████▍     | 3739/8416 [00:30<00:38, 122.18it/s]
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    Validation DataLoader 0:  44%|████▍     | 3740/8416 [00:30<00:38, 122.19it/s]
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    Validation DataLoader 0:  44%|████▍     | 3742/8416 [00:30<00:38, 122.19it/s]
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    Validation DataLoader 0:  44%|████▍     | 3743/8416 [00:30<00:38, 122.19it/s]
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    Validation DataLoader 0:  44%|████▍     | 3744/8416 [00:30<00:38, 122.19it/s]
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    Validation DataLoader 0:  44%|████▍     | 3745/8416 [00:30<00:38, 122.19it/s]
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    Validation DataLoader 0:  45%|████▍     | 3746/8416 [00:30<00:38, 122.19it/s]
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    Validation DataLoader 0:  45%|████▍     | 3747/8416 [00:30<00:38, 122.19it/s]
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    Validation DataLoader 0:  45%|████▍     | 3748/8416 [00:30<00:38, 122.19it/s]
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    Validation DataLoader 0:  45%|████▍     | 3749/8416 [00:30<00:38, 122.19it/s]
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    Validation DataLoader 0:  45%|████▍     | 3750/8416 [00:30<00:38, 122.19it/s]
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    Validation DataLoader 0:  45%|████▍     | 3751/8416 [00:30<00:38, 122.20it/s]
    Epoch 0:  86%|████████▌ | 29001/33666 [16:12<02:36, 29.81it/s, loss=4.2, v_num=0]

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    Validation DataLoader 0:  45%|████▍     | 3753/8416 [00:30<00:38, 122.20it/s]
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    Epoch 0:  86%|████████▌ | 29004/33666 [16:12<02:36, 29.81it/s, loss=4.2, v_num=0]

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    Epoch 0:  86%|████████▌ | 29006/33666 [16:12<02:36, 29.81it/s, loss=4.2, v_num=0]

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    Epoch 0:  86%|████████▌ | 29010/33666 [16:13<02:36, 29.81it/s, loss=4.2, v_num=0]

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    Epoch 0:  86%|████████▌ | 29011/33666 [16:13<02:36, 29.81it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3762/8416 [00:30<00:38, 122.20it/s]
    Epoch 0:  86%|████████▌ | 29012/33666 [16:13<02:36, 29.82it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3763/8416 [00:30<00:38, 122.20it/s]
    Epoch 0:  86%|████████▌ | 29013/33666 [16:13<02:36, 29.82it/s, loss=4.2, v_num=0]

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    Epoch 0:  86%|████████▌ | 29014/33666 [16:13<02:36, 29.82it/s, loss=4.2, v_num=0]

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    Epoch 0:  86%|████████▌ | 29015/33666 [16:13<02:35, 29.82it/s, loss=4.2, v_num=0]

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    Epoch 0:  86%|████████▌ | 29016/33666 [16:13<02:35, 29.82it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3767/8416 [00:30<00:38, 122.21it/s]
    Epoch 0:  86%|████████▌ | 29017/33666 [16:13<02:35, 29.82it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3768/8416 [00:30<00:38, 122.21it/s]
    Epoch 0:  86%|████████▌ | 29018/33666 [16:13<02:35, 29.82it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3769/8416 [00:30<00:38, 122.21it/s]
    Epoch 0:  86%|████████▌ | 29019/33666 [16:13<02:35, 29.82it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3770/8416 [00:30<00:38, 122.21it/s]
    Epoch 0:  86%|████████▌ | 29020/33666 [16:13<02:35, 29.82it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3771/8416 [00:30<00:38, 122.21it/s]
    Epoch 0:  86%|████████▌ | 29021/33666 [16:13<02:35, 29.82it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3772/8416 [00:30<00:38, 122.21it/s]
    Epoch 0:  86%|████████▌ | 29022/33666 [16:13<02:35, 29.82it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3773/8416 [00:30<00:37, 122.21it/s]
    Epoch 0:  86%|████████▌ | 29023/33666 [16:13<02:35, 29.82it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3774/8416 [00:30<00:37, 122.21it/s]
    Epoch 0:  86%|████████▌ | 29024/33666 [16:13<02:35, 29.83it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3775/8416 [00:30<00:37, 122.21it/s]
    Epoch 0:  86%|████████▌ | 29025/33666 [16:13<02:35, 29.83it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3776/8416 [00:30<00:37, 122.21it/s]
    Epoch 0:  86%|████████▌ | 29026/33666 [16:13<02:35, 29.83it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3777/8416 [00:30<00:37, 122.21it/s]
    Epoch 0:  86%|████████▌ | 29027/33666 [16:13<02:35, 29.83it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3778/8416 [00:30<00:37, 122.21it/s]
    Epoch 0:  86%|████████▌ | 29028/33666 [16:13<02:35, 29.83it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3779/8416 [00:30<00:37, 122.20it/s]
    Epoch 0:  86%|████████▌ | 29029/33666 [16:13<02:35, 29.83it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3780/8416 [00:30<00:37, 122.20it/s]
    Epoch 0:  86%|████████▌ | 29030/33666 [16:13<02:35, 29.83it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3781/8416 [00:30<00:37, 122.20it/s]
    Epoch 0:  86%|████████▌ | 29031/33666 [16:13<02:35, 29.83it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3782/8416 [00:30<00:37, 122.20it/s]
    Epoch 0:  86%|████████▌ | 29032/33666 [16:13<02:35, 29.83it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3783/8416 [00:30<00:37, 122.20it/s]
    Epoch 0:  86%|████████▌ | 29033/33666 [16:13<02:35, 29.83it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3784/8416 [00:30<00:37, 122.20it/s]
    Epoch 0:  86%|████████▌ | 29034/33666 [16:13<02:35, 29.83it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3785/8416 [00:30<00:37, 122.20it/s]
    Epoch 0:  86%|████████▌ | 29035/33666 [16:13<02:35, 29.83it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3786/8416 [00:30<00:37, 122.19it/s]
    Epoch 0:  86%|████████▌ | 29036/33666 [16:13<02:35, 29.83it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3787/8416 [00:30<00:37, 122.19it/s]
    Epoch 0:  86%|████████▋ | 29037/33666 [16:13<02:35, 29.84it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3788/8416 [00:31<00:37, 122.19it/s]
    Epoch 0:  86%|████████▋ | 29038/33666 [16:13<02:35, 29.84it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3789/8416 [00:31<00:37, 122.19it/s]
    Epoch 0:  86%|████████▋ | 29039/33666 [16:13<02:35, 29.84it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3790/8416 [00:31<00:37, 122.19it/s]
    Epoch 0:  86%|████████▋ | 29040/33666 [16:13<02:35, 29.84it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3791/8416 [00:31<00:37, 122.19it/s]
    Epoch 0:  86%|████████▋ | 29041/33666 [16:13<02:35, 29.84it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3792/8416 [00:31<00:37, 122.19it/s]
    Epoch 0:  86%|████████▋ | 29042/33666 [16:13<02:34, 29.84it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3793/8416 [00:31<00:37, 122.19it/s]
    Epoch 0:  86%|████████▋ | 29043/33666 [16:13<02:34, 29.84it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3794/8416 [00:31<00:37, 122.19it/s]
    Epoch 0:  86%|████████▋ | 29044/33666 [16:13<02:34, 29.84it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3795/8416 [00:31<00:37, 122.18it/s]
    Epoch 0:  86%|████████▋ | 29045/33666 [16:13<02:34, 29.84it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3796/8416 [00:31<00:37, 122.18it/s]
    Epoch 0:  86%|████████▋ | 29046/33666 [16:13<02:34, 29.84it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3797/8416 [00:31<00:37, 122.18it/s]
    Epoch 0:  86%|████████▋ | 29047/33666 [16:13<02:34, 29.84it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3798/8416 [00:31<00:37, 122.18it/s]
    Epoch 0:  86%|████████▋ | 29048/33666 [16:13<02:34, 29.84it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3799/8416 [00:31<00:37, 122.18it/s]
    Epoch 0:  86%|████████▋ | 29049/33666 [16:13<02:34, 29.84it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3800/8416 [00:31<00:37, 122.18it/s]
    Epoch 0:  86%|████████▋ | 29050/33666 [16:13<02:34, 29.85it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3801/8416 [00:31<00:37, 122.19it/s]
    Epoch 0:  86%|████████▋ | 29051/33666 [16:13<02:34, 29.85it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3802/8416 [00:31<00:37, 122.18it/s]
    Epoch 0:  86%|████████▋ | 29052/33666 [16:13<02:34, 29.85it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3803/8416 [00:31<00:37, 122.17it/s]
    Epoch 0:  86%|████████▋ | 29053/33666 [16:13<02:34, 29.85it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3804/8416 [00:31<00:37, 122.17it/s]
    Epoch 0:  86%|████████▋ | 29054/33666 [16:13<02:34, 29.85it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3805/8416 [00:31<00:37, 122.17it/s]
    Epoch 0:  86%|████████▋ | 29055/33666 [16:13<02:34, 29.85it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3806/8416 [00:31<00:37, 122.18it/s]
    Epoch 0:  86%|████████▋ | 29056/33666 [16:13<02:34, 29.85it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3807/8416 [00:31<00:37, 122.18it/s]
    Epoch 0:  86%|████████▋ | 29057/33666 [16:13<02:34, 29.85it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3808/8416 [00:31<00:37, 122.18it/s]
    Epoch 0:  86%|████████▋ | 29058/33666 [16:13<02:34, 29.85it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3809/8416 [00:31<00:37, 122.18it/s]
    Epoch 0:  86%|████████▋ | 29059/33666 [16:13<02:34, 29.85it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3810/8416 [00:31<00:37, 122.17it/s]
    Epoch 0:  86%|████████▋ | 29060/33666 [16:13<02:34, 29.85it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3811/8416 [00:31<00:37, 122.17it/s]
    Epoch 0:  86%|████████▋ | 29061/33666 [16:13<02:34, 29.85it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3812/8416 [00:31<00:37, 122.17it/s]
    Epoch 0:  86%|████████▋ | 29062/33666 [16:13<02:34, 29.85it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3813/8416 [00:31<00:37, 122.17it/s]
    Epoch 0:  86%|████████▋ | 29063/33666 [16:13<02:34, 29.86it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3814/8416 [00:31<00:37, 122.17it/s]
    Epoch 0:  86%|████████▋ | 29064/33666 [16:13<02:34, 29.86it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3815/8416 [00:31<00:37, 122.17it/s]
    Epoch 0:  86%|████████▋ | 29065/33666 [16:13<02:34, 29.86it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3816/8416 [00:31<00:37, 122.17it/s]
    Epoch 0:  86%|████████▋ | 29066/33666 [16:13<02:34, 29.86it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3817/8416 [00:31<00:37, 122.17it/s]
    Epoch 0:  86%|████████▋ | 29067/33666 [16:13<02:34, 29.86it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3818/8416 [00:31<00:37, 122.16it/s]
    Epoch 0:  86%|████████▋ | 29068/33666 [16:13<02:33, 29.86it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3819/8416 [00:31<00:37, 122.16it/s]
    Epoch 0:  86%|████████▋ | 29069/33666 [16:13<02:33, 29.86it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3820/8416 [00:31<00:37, 122.16it/s]
    Epoch 0:  86%|████████▋ | 29070/33666 [16:13<02:33, 29.86it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3821/8416 [00:31<00:37, 122.16it/s]
    Epoch 0:  86%|████████▋ | 29071/33666 [16:13<02:33, 29.86it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3822/8416 [00:31<00:37, 122.16it/s]
    Epoch 0:  86%|████████▋ | 29072/33666 [16:13<02:33, 29.86it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3823/8416 [00:31<00:37, 122.16it/s]
    Epoch 0:  86%|████████▋ | 29073/33666 [16:13<02:33, 29.86it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3824/8416 [00:31<00:37, 122.16it/s]
    Epoch 0:  86%|████████▋ | 29074/33666 [16:13<02:33, 29.86it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3825/8416 [00:31<00:37, 122.16it/s]
    Epoch 0:  86%|████████▋ | 29075/33666 [16:13<02:33, 29.86it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3826/8416 [00:31<00:37, 122.16it/s]
    Epoch 0:  86%|████████▋ | 29076/33666 [16:13<02:33, 29.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3827/8416 [00:31<00:37, 122.16it/s]
    Epoch 0:  86%|████████▋ | 29077/33666 [16:13<02:33, 29.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3828/8416 [00:31<00:37, 122.16it/s]
    Epoch 0:  86%|████████▋ | 29078/33666 [16:13<02:33, 29.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3829/8416 [00:31<00:37, 122.16it/s]
    Epoch 0:  86%|████████▋ | 29079/33666 [16:13<02:33, 29.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3830/8416 [00:31<00:37, 122.16it/s]
    Epoch 0:  86%|████████▋ | 29080/33666 [16:13<02:33, 29.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3831/8416 [00:31<00:37, 122.16it/s]
    Epoch 0:  86%|████████▋ | 29081/33666 [16:13<02:33, 29.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3832/8416 [00:31<00:37, 122.16it/s]
    Epoch 0:  86%|████████▋ | 29082/33666 [16:13<02:33, 29.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3833/8416 [00:31<00:37, 122.16it/s]
    Epoch 0:  86%|████████▋ | 29083/33666 [16:13<02:33, 29.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3834/8416 [00:31<00:37, 122.16it/s]
    Epoch 0:  86%|████████▋ | 29084/33666 [16:13<02:33, 29.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3835/8416 [00:31<00:37, 122.16it/s]
    Epoch 0:  86%|████████▋ | 29085/33666 [16:13<02:33, 29.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3836/8416 [00:31<00:37, 122.16it/s]
    Epoch 0:  86%|████████▋ | 29086/33666 [16:13<02:33, 29.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3837/8416 [00:31<00:37, 122.16it/s]
    Epoch 0:  86%|████████▋ | 29087/33666 [16:13<02:33, 29.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3838/8416 [00:31<00:37, 122.16it/s]
    Epoch 0:  86%|████████▋ | 29088/33666 [16:13<02:33, 29.87it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3839/8416 [00:31<00:37, 122.16it/s]
    Epoch 0:  86%|████████▋ | 29089/33666 [16:13<02:33, 29.88it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3840/8416 [00:31<00:37, 122.16it/s]
    Epoch 0:  86%|████████▋ | 29090/33666 [16:13<02:33, 29.88it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3841/8416 [00:31<00:37, 122.16it/s]
    Epoch 0:  86%|████████▋ | 29091/33666 [16:13<02:33, 29.88it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3842/8416 [00:31<00:37, 122.16it/s]
    Epoch 0:  86%|████████▋ | 29092/33666 [16:13<02:33, 29.88it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3843/8416 [00:31<00:37, 122.16it/s]
    Epoch 0:  86%|████████▋ | 29093/33666 [16:13<02:33, 29.88it/s, loss=4.2, v_num=0]

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    Epoch 0:  86%|████████▋ | 29094/33666 [16:13<02:33, 29.88it/s, loss=4.2, v_num=0]

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    Validation DataLoader 0:  46%|████▌     | 3846/8416 [00:31<00:37, 122.17it/s]
    Epoch 0:  86%|████████▋ | 29096/33666 [16:13<02:32, 29.88it/s, loss=4.2, v_num=0]

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    Epoch 0:  86%|████████▋ | 29099/33666 [16:13<02:32, 29.88it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3850/8416 [00:31<00:37, 122.17it/s]
    Epoch 0:  86%|████████▋ | 29100/33666 [16:13<02:32, 29.88it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3851/8416 [00:31<00:37, 122.17it/s]
    Epoch 0:  86%|████████▋ | 29101/33666 [16:13<02:32, 29.88it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3852/8416 [00:31<00:37, 122.17it/s]
    Epoch 0:  86%|████████▋ | 29102/33666 [16:13<02:32, 29.89it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3853/8416 [00:31<00:37, 122.17it/s]
    Epoch 0:  86%|████████▋ | 29103/33666 [16:13<02:32, 29.89it/s, loss=4.2, v_num=0]

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    Epoch 0:  86%|████████▋ | 29104/33666 [16:13<02:32, 29.89it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3855/8416 [00:31<00:37, 122.17it/s]
    Epoch 0:  86%|████████▋ | 29105/33666 [16:13<02:32, 29.89it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3856/8416 [00:31<00:37, 122.17it/s]
    Epoch 0:  86%|████████▋ | 29106/33666 [16:13<02:32, 29.89it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3857/8416 [00:31<00:37, 122.17it/s]
    Epoch 0:  86%|████████▋ | 29107/33666 [16:13<02:32, 29.89it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3858/8416 [00:31<00:37, 122.17it/s]
    Epoch 0:  86%|████████▋ | 29108/33666 [16:13<02:32, 29.89it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3859/8416 [00:31<00:37, 122.17it/s]
    Epoch 0:  86%|████████▋ | 29109/33666 [16:13<02:32, 29.89it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3860/8416 [00:31<00:37, 122.17it/s]
    Epoch 0:  86%|████████▋ | 29110/33666 [16:13<02:32, 29.89it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3861/8416 [00:31<00:37, 122.17it/s]
    Epoch 0:  86%|████████▋ | 29111/33666 [16:13<02:32, 29.89it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3862/8416 [00:31<00:37, 122.18it/s]
    Epoch 0:  86%|████████▋ | 29112/33666 [16:13<02:32, 29.89it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3863/8416 [00:31<00:37, 122.18it/s]
    Epoch 0:  86%|████████▋ | 29113/33666 [16:13<02:32, 29.89it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3864/8416 [00:31<00:37, 122.18it/s]
    Epoch 0:  86%|████████▋ | 29114/33666 [16:13<02:32, 29.89it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3865/8416 [00:31<00:37, 122.18it/s]
    Epoch 0:  86%|████████▋ | 29115/33666 [16:13<02:32, 29.90it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3866/8416 [00:31<00:37, 122.18it/s]
    Epoch 0:  86%|████████▋ | 29116/33666 [16:13<02:32, 29.90it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3867/8416 [00:31<00:37, 122.18it/s]
    Epoch 0:  86%|████████▋ | 29117/33666 [16:13<02:32, 29.90it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3868/8416 [00:31<00:37, 122.18it/s]
    Epoch 0:  86%|████████▋ | 29118/33666 [16:13<02:32, 29.90it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3869/8416 [00:31<00:37, 122.18it/s]
    Epoch 0:  86%|████████▋ | 29119/33666 [16:13<02:32, 29.90it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3870/8416 [00:31<00:37, 122.16it/s]
    Epoch 0:  86%|████████▋ | 29120/33666 [16:13<02:32, 29.90it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3871/8416 [00:31<00:37, 122.16it/s]
    Epoch 0:  86%|████████▋ | 29121/33666 [16:13<02:32, 29.90it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3872/8416 [00:31<00:37, 122.16it/s]
    Epoch 0:  87%|████████▋ | 29122/33666 [16:13<02:31, 29.90it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3873/8416 [00:31<00:37, 122.16it/s]
    Epoch 0:  87%|████████▋ | 29123/33666 [16:13<02:31, 29.90it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3874/8416 [00:31<00:37, 122.16it/s]
    Epoch 0:  87%|████████▋ | 29124/33666 [16:13<02:31, 29.90it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3875/8416 [00:31<00:37, 122.16it/s]
    Epoch 0:  87%|████████▋ | 29125/33666 [16:13<02:31, 29.90it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3876/8416 [00:31<00:37, 122.16it/s]
    Epoch 0:  87%|████████▋ | 29126/33666 [16:13<02:31, 29.90it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3877/8416 [00:31<00:37, 122.16it/s]
    Epoch 0:  87%|████████▋ | 29127/33666 [16:13<02:31, 29.90it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3878/8416 [00:31<00:37, 122.16it/s]
    Epoch 0:  87%|████████▋ | 29128/33666 [16:14<02:31, 29.91it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3879/8416 [00:31<00:37, 122.16it/s]
    Epoch 0:  87%|████████▋ | 29129/33666 [16:14<02:31, 29.91it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3880/8416 [00:31<00:37, 122.16it/s]
    Epoch 0:  87%|████████▋ | 29130/33666 [16:14<02:31, 29.91it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3881/8416 [00:31<00:37, 122.15it/s]
    Epoch 0:  87%|████████▋ | 29131/33666 [16:14<02:31, 29.91it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3882/8416 [00:31<00:37, 122.15it/s]
    Epoch 0:  87%|████████▋ | 29132/33666 [16:14<02:31, 29.91it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3883/8416 [00:31<00:37, 122.14it/s]
    Epoch 0:  87%|████████▋ | 29133/33666 [16:14<02:31, 29.91it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3884/8416 [00:31<00:37, 122.13it/s]
    Epoch 0:  87%|████████▋ | 29134/33666 [16:14<02:31, 29.91it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3885/8416 [00:31<00:37, 122.13it/s]
    Epoch 0:  87%|████████▋ | 29135/33666 [16:14<02:31, 29.91it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3886/8416 [00:31<00:37, 122.13it/s]
    Epoch 0:  87%|████████▋ | 29136/33666 [16:14<02:31, 29.91it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3887/8416 [00:31<00:37, 122.13it/s]
    Epoch 0:  87%|████████▋ | 29137/33666 [16:14<02:31, 29.91it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3888/8416 [00:31<00:37, 122.13it/s]
    Epoch 0:  87%|████████▋ | 29138/33666 [16:14<02:31, 29.91it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3889/8416 [00:31<00:37, 122.13it/s]
    Epoch 0:  87%|████████▋ | 29139/33666 [16:14<02:31, 29.91it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3890/8416 [00:31<00:37, 122.13it/s]
    Epoch 0:  87%|████████▋ | 29140/33666 [16:14<02:31, 29.91it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3891/8416 [00:31<00:37, 122.13it/s]
    Epoch 0:  87%|████████▋ | 29141/33666 [16:14<02:31, 29.92it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3892/8416 [00:31<00:37, 122.13it/s]
    Epoch 0:  87%|████████▋ | 29142/33666 [16:14<02:31, 29.92it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3893/8416 [00:31<00:37, 122.13it/s]
    Epoch 0:  87%|████████▋ | 29143/33666 [16:14<02:31, 29.92it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3894/8416 [00:31<00:37, 122.13it/s]
    Epoch 0:  87%|████████▋ | 29144/33666 [16:14<02:31, 29.92it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3895/8416 [00:31<00:37, 122.13it/s]
    Epoch 0:  87%|████████▋ | 29145/33666 [16:14<02:31, 29.92it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3896/8416 [00:31<00:37, 122.13it/s]
    Epoch 0:  87%|████████▋ | 29146/33666 [16:14<02:31, 29.92it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3897/8416 [00:31<00:37, 122.13it/s]
    Epoch 0:  87%|████████▋ | 29147/33666 [16:14<02:31, 29.92it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3898/8416 [00:31<00:36, 122.13it/s]
    Epoch 0:  87%|████████▋ | 29148/33666 [16:14<02:30, 29.92it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3899/8416 [00:31<00:36, 122.13it/s]
    Epoch 0:  87%|████████▋ | 29149/33666 [16:14<02:30, 29.92it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3900/8416 [00:31<00:36, 122.13it/s]
    Epoch 0:  87%|████████▋ | 29150/33666 [16:14<02:30, 29.92it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3901/8416 [00:31<00:36, 122.13it/s]
    Epoch 0:  87%|████████▋ | 29151/33666 [16:14<02:30, 29.92it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3902/8416 [00:31<00:36, 122.13it/s]
    Epoch 0:  87%|████████▋ | 29152/33666 [16:14<02:30, 29.92it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3903/8416 [00:31<00:36, 122.13it/s]
    Epoch 0:  87%|████████▋ | 29153/33666 [16:14<02:30, 29.92it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3904/8416 [00:31<00:36, 122.13it/s]
    Epoch 0:  87%|████████▋ | 29154/33666 [16:14<02:30, 29.93it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3905/8416 [00:31<00:36, 122.12it/s]
    Epoch 0:  87%|████████▋ | 29155/33666 [16:14<02:30, 29.93it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3906/8416 [00:31<00:36, 122.12it/s]
    Epoch 0:  87%|████████▋ | 29156/33666 [16:14<02:30, 29.93it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3907/8416 [00:31<00:36, 122.12it/s]
    Epoch 0:  87%|████████▋ | 29157/33666 [16:14<02:30, 29.93it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3908/8416 [00:32<00:36, 122.12it/s]
    Epoch 0:  87%|████████▋ | 29158/33666 [16:14<02:30, 29.93it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3909/8416 [00:32<00:36, 122.12it/s]
    Epoch 0:  87%|████████▋ | 29159/33666 [16:14<02:30, 29.93it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3910/8416 [00:32<00:36, 122.12it/s]
    Epoch 0:  87%|████████▋ | 29160/33666 [16:14<02:30, 29.93it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3911/8416 [00:32<00:36, 122.12it/s]
    Epoch 0:  87%|████████▋ | 29161/33666 [16:14<02:30, 29.93it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3912/8416 [00:32<00:36, 122.12it/s]
    Epoch 0:  87%|████████▋ | 29162/33666 [16:14<02:30, 29.93it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3913/8416 [00:32<00:36, 122.12it/s]
    Epoch 0:  87%|████████▋ | 29163/33666 [16:14<02:30, 29.93it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3914/8416 [00:32<00:36, 122.12it/s]
    Epoch 0:  87%|████████▋ | 29164/33666 [16:14<02:30, 29.93it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3915/8416 [00:32<00:36, 122.12it/s]
    Epoch 0:  87%|████████▋ | 29165/33666 [16:14<02:30, 29.93it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3916/8416 [00:32<00:36, 122.12it/s]
    Epoch 0:  87%|████████▋ | 29166/33666 [16:14<02:30, 29.93it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3917/8416 [00:32<00:36, 122.12it/s]
    Epoch 0:  87%|████████▋ | 29167/33666 [16:14<02:30, 29.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3918/8416 [00:32<00:36, 122.12it/s]
    Epoch 0:  87%|████████▋ | 29168/33666 [16:14<02:30, 29.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3919/8416 [00:32<00:36, 122.12it/s]
    Epoch 0:  87%|████████▋ | 29169/33666 [16:14<02:30, 29.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3920/8416 [00:32<00:36, 122.12it/s]
    Epoch 0:  87%|████████▋ | 29170/33666 [16:14<02:30, 29.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3921/8416 [00:32<00:36, 122.11it/s]
    Epoch 0:  87%|████████▋ | 29171/33666 [16:14<02:30, 29.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3922/8416 [00:32<00:36, 122.11it/s]
    Epoch 0:  87%|████████▋ | 29172/33666 [16:14<02:30, 29.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3923/8416 [00:32<00:36, 122.11it/s]
    Epoch 0:  87%|████████▋ | 29173/33666 [16:14<02:30, 29.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3924/8416 [00:32<00:36, 122.12it/s]
    Epoch 0:  87%|████████▋ | 29174/33666 [16:14<02:30, 29.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3925/8416 [00:32<00:36, 122.12it/s]
    Epoch 0:  87%|████████▋ | 29175/33666 [16:14<02:29, 29.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3926/8416 [00:32<00:36, 122.12it/s]
    Epoch 0:  87%|████████▋ | 29176/33666 [16:14<02:29, 29.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3927/8416 [00:32<00:36, 122.12it/s]
    Epoch 0:  87%|████████▋ | 29177/33666 [16:14<02:29, 29.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3928/8416 [00:32<00:36, 122.12it/s]
    Epoch 0:  87%|████████▋ | 29178/33666 [16:14<02:29, 29.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3929/8416 [00:32<00:36, 122.12it/s]
    Epoch 0:  87%|████████▋ | 29179/33666 [16:14<02:29, 29.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3930/8416 [00:32<00:36, 122.12it/s]
    Epoch 0:  87%|████████▋ | 29180/33666 [16:14<02:29, 29.95it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3931/8416 [00:32<00:36, 122.12it/s]
    Epoch 0:  87%|████████▋ | 29181/33666 [16:14<02:29, 29.95it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3932/8416 [00:32<00:36, 122.12it/s]
    Epoch 0:  87%|████████▋ | 29182/33666 [16:14<02:29, 29.95it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3933/8416 [00:32<00:36, 122.12it/s]
    Epoch 0:  87%|████████▋ | 29183/33666 [16:14<02:29, 29.95it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3934/8416 [00:32<00:36, 122.12it/s]
    Epoch 0:  87%|████████▋ | 29184/33666 [16:14<02:29, 29.95it/s, loss=4.2, v_num=0]

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    Epoch 0:  87%|████████▋ | 29185/33666 [16:14<02:29, 29.95it/s, loss=4.2, v_num=0]

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    Epoch 0:  87%|████████▋ | 29186/33666 [16:14<02:29, 29.95it/s, loss=4.2, v_num=0]

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    Epoch 0:  87%|████████▋ | 29188/33666 [16:14<02:29, 29.95it/s, loss=4.2, v_num=0]

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    Epoch 0:  87%|████████▋ | 29189/33666 [16:14<02:29, 29.95it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3940/8416 [00:32<00:36, 122.12it/s]
    Epoch 0:  87%|████████▋ | 29190/33666 [16:14<02:29, 29.95it/s, loss=4.2, v_num=0]

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    Epoch 0:  87%|████████▋ | 29191/33666 [16:14<02:29, 29.95it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3942/8416 [00:32<00:36, 122.12it/s]
    Epoch 0:  87%|████████▋ | 29192/33666 [16:14<02:29, 29.95it/s, loss=4.2, v_num=0]

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    Epoch 0:  87%|████████▋ | 29193/33666 [16:14<02:29, 29.96it/s, loss=4.2, v_num=0]

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    Epoch 0:  87%|████████▋ | 29194/33666 [16:14<02:29, 29.96it/s, loss=4.2, v_num=0]

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    Epoch 0:  87%|████████▋ | 29195/33666 [16:14<02:29, 29.96it/s, loss=4.2, v_num=0]

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    Epoch 0:  87%|████████▋ | 29196/33666 [16:14<02:29, 29.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3947/8416 [00:32<00:36, 122.12it/s]
    Epoch 0:  87%|████████▋ | 29197/33666 [16:14<02:29, 29.96it/s, loss=4.2, v_num=0]

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    Epoch 0:  87%|████████▋ | 29198/33666 [16:14<02:29, 29.96it/s, loss=4.2, v_num=0]

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    Epoch 0:  87%|████████▋ | 29199/33666 [16:14<02:29, 29.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3950/8416 [00:32<00:36, 122.12it/s]
    Epoch 0:  87%|████████▋ | 29200/33666 [16:14<02:29, 29.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3951/8416 [00:32<00:36, 122.12it/s]
    Epoch 0:  87%|████████▋ | 29201/33666 [16:14<02:29, 29.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3952/8416 [00:32<00:36, 122.12it/s]
    Epoch 0:  87%|████████▋ | 29202/33666 [16:14<02:28, 29.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3953/8416 [00:32<00:36, 122.12it/s]
    Epoch 0:  87%|████████▋ | 29203/33666 [16:14<02:28, 29.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3954/8416 [00:32<00:36, 122.10it/s]
    Epoch 0:  87%|████████▋ | 29204/33666 [16:14<02:28, 29.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3955/8416 [00:32<00:36, 122.10it/s]
    Epoch 0:  87%|████████▋ | 29205/33666 [16:14<02:28, 29.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3956/8416 [00:32<00:36, 122.10it/s]
    Epoch 0:  87%|████████▋ | 29206/33666 [16:14<02:28, 29.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3957/8416 [00:32<00:36, 122.10it/s]
    Epoch 0:  87%|████████▋ | 29207/33666 [16:14<02:28, 29.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3958/8416 [00:32<00:36, 122.10it/s]
    Epoch 0:  87%|████████▋ | 29208/33666 [16:14<02:28, 29.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3959/8416 [00:32<00:36, 122.10it/s]
    Epoch 0:  87%|████████▋ | 29209/33666 [16:14<02:28, 29.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3960/8416 [00:32<00:36, 122.10it/s]
    Epoch 0:  87%|████████▋ | 29210/33666 [16:14<02:28, 29.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3961/8416 [00:32<00:36, 122.10it/s]
    Epoch 0:  87%|████████▋ | 29211/33666 [16:14<02:28, 29.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3962/8416 [00:32<00:36, 122.10it/s]
    Epoch 0:  87%|████████▋ | 29212/33666 [16:14<02:28, 29.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3963/8416 [00:32<00:36, 122.10it/s]
    Epoch 0:  87%|████████▋ | 29213/33666 [16:14<02:28, 29.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3964/8416 [00:32<00:36, 122.10it/s]
    Epoch 0:  87%|████████▋ | 29214/33666 [16:14<02:28, 29.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3965/8416 [00:32<00:36, 122.10it/s]
    Epoch 0:  87%|████████▋ | 29215/33666 [16:14<02:28, 29.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3966/8416 [00:32<00:36, 122.11it/s]
    Epoch 0:  87%|████████▋ | 29216/33666 [16:14<02:28, 29.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3967/8416 [00:32<00:36, 122.11it/s]
    Epoch 0:  87%|████████▋ | 29217/33666 [16:14<02:28, 29.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3968/8416 [00:32<00:36, 122.11it/s]
    Epoch 0:  87%|████████▋ | 29218/33666 [16:14<02:28, 29.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3969/8416 [00:32<00:36, 122.10it/s]
    Epoch 0:  87%|████████▋ | 29219/33666 [16:14<02:28, 29.98it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3970/8416 [00:32<00:36, 122.10it/s]
    Epoch 0:  87%|████████▋ | 29220/33666 [16:14<02:28, 29.98it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3971/8416 [00:32<00:36, 122.11it/s]
    Epoch 0:  87%|████████▋ | 29221/33666 [16:14<02:28, 29.98it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3972/8416 [00:32<00:36, 122.11it/s]
    Epoch 0:  87%|████████▋ | 29222/33666 [16:14<02:28, 29.98it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3973/8416 [00:32<00:36, 122.11it/s]
    Epoch 0:  87%|████████▋ | 29223/33666 [16:14<02:28, 29.98it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3974/8416 [00:32<00:36, 122.11it/s]
    Epoch 0:  87%|████████▋ | 29224/33666 [16:14<02:28, 29.98it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3975/8416 [00:32<00:36, 122.11it/s]
    Epoch 0:  87%|████████▋ | 29225/33666 [16:14<02:28, 29.98it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3976/8416 [00:32<00:36, 122.11it/s]
    Epoch 0:  87%|████████▋ | 29226/33666 [16:14<02:28, 29.98it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3977/8416 [00:32<00:36, 122.11it/s]
    Epoch 0:  87%|████████▋ | 29227/33666 [16:14<02:28, 29.98it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3978/8416 [00:32<00:36, 122.11it/s]
    Epoch 0:  87%|████████▋ | 29228/33666 [16:14<02:28, 29.98it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3979/8416 [00:32<00:36, 122.11it/s]
    Epoch 0:  87%|████████▋ | 29229/33666 [16:14<02:27, 29.98it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3980/8416 [00:32<00:36, 122.10it/s]
    Epoch 0:  87%|████████▋ | 29230/33666 [16:14<02:27, 29.98it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3981/8416 [00:32<00:36, 122.10it/s]
    Epoch 0:  87%|████████▋ | 29231/33666 [16:14<02:27, 29.98it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3982/8416 [00:32<00:36, 122.10it/s]
    Epoch 0:  87%|████████▋ | 29232/33666 [16:14<02:27, 29.99it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3983/8416 [00:32<00:36, 122.10it/s]
    Epoch 0:  87%|████████▋ | 29233/33666 [16:14<02:27, 29.99it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3984/8416 [00:32<00:36, 122.09it/s]
    Epoch 0:  87%|████████▋ | 29234/33666 [16:14<02:27, 29.99it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3985/8416 [00:32<00:36, 122.09it/s]
    Epoch 0:  87%|████████▋ | 29235/33666 [16:14<02:27, 29.99it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3986/8416 [00:32<00:36, 122.09it/s]
    Epoch 0:  87%|████████▋ | 29236/33666 [16:14<02:27, 29.99it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3987/8416 [00:32<00:36, 122.09it/s]
    Epoch 0:  87%|████████▋ | 29237/33666 [16:14<02:27, 29.99it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3988/8416 [00:32<00:36, 122.09it/s]
    Epoch 0:  87%|████████▋ | 29238/33666 [16:14<02:27, 29.99it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3989/8416 [00:32<00:36, 122.09it/s]
    Epoch 0:  87%|████████▋ | 29239/33666 [16:14<02:27, 29.99it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3990/8416 [00:32<00:36, 122.09it/s]
    Epoch 0:  87%|████████▋ | 29240/33666 [16:14<02:27, 29.99it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3991/8416 [00:32<00:36, 122.09it/s]
    Epoch 0:  87%|████████▋ | 29241/33666 [16:14<02:27, 29.99it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3992/8416 [00:32<00:36, 122.09it/s]
    Epoch 0:  87%|████████▋ | 29242/33666 [16:14<02:27, 29.99it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3993/8416 [00:32<00:36, 122.08it/s]
    Epoch 0:  87%|████████▋ | 29243/33666 [16:14<02:27, 29.99it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3994/8416 [00:32<00:36, 122.08it/s]
    Epoch 0:  87%|████████▋ | 29244/33666 [16:14<02:27, 29.99it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3995/8416 [00:32<00:36, 122.08it/s]
    Epoch 0:  87%|████████▋ | 29245/33666 [16:14<02:27, 30.00it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3996/8416 [00:32<00:36, 122.08it/s]
    Epoch 0:  87%|████████▋ | 29246/33666 [16:14<02:27, 30.00it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3997/8416 [00:32<00:36, 122.08it/s]
    Epoch 0:  87%|████████▋ | 29247/33666 [16:14<02:27, 30.00it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 3998/8416 [00:32<00:36, 122.08it/s]
    Epoch 0:  87%|████████▋ | 29248/33666 [16:15<02:27, 30.00it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 3999/8416 [00:32<00:36, 122.08it/s]
    Epoch 0:  87%|████████▋ | 29249/33666 [16:15<02:27, 30.00it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4000/8416 [00:32<00:36, 122.08it/s]
    Epoch 0:  87%|████████▋ | 29250/33666 [16:15<02:27, 30.00it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4001/8416 [00:32<00:36, 122.08it/s]
    Epoch 0:  87%|████████▋ | 29251/33666 [16:15<02:27, 30.00it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4002/8416 [00:32<00:36, 122.07it/s]
    Epoch 0:  87%|████████▋ | 29252/33666 [16:15<02:27, 30.00it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4003/8416 [00:32<00:36, 122.07it/s]
    Epoch 0:  87%|████████▋ | 29253/33666 [16:15<02:27, 30.00it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4004/8416 [00:32<00:36, 122.08it/s]
    Epoch 0:  87%|████████▋ | 29254/33666 [16:15<02:27, 30.00it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4005/8416 [00:32<00:36, 122.08it/s]
    Epoch 0:  87%|████████▋ | 29255/33666 [16:15<02:27, 30.00it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4006/8416 [00:32<00:36, 122.08it/s]
    Epoch 0:  87%|████████▋ | 29256/33666 [16:15<02:26, 30.00it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4007/8416 [00:32<00:36, 122.06it/s]
    Epoch 0:  87%|████████▋ | 29257/33666 [16:15<02:26, 30.00it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4008/8416 [00:32<00:36, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29258/33666 [16:15<02:26, 30.01it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4009/8416 [00:32<00:36, 122.03it/s]
    Epoch 0:  87%|████████▋ | 29259/33666 [16:15<02:26, 30.01it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4010/8416 [00:32<00:36, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29260/33666 [16:15<02:26, 30.01it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4011/8416 [00:32<00:36, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29261/33666 [16:15<02:26, 30.01it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4012/8416 [00:32<00:36, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29262/33666 [16:15<02:26, 30.01it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4013/8416 [00:32<00:36, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29263/33666 [16:15<02:26, 30.01it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4014/8416 [00:32<00:36, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29264/33666 [16:15<02:26, 30.01it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4015/8416 [00:32<00:36, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29265/33666 [16:15<02:26, 30.01it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4016/8416 [00:32<00:36, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29266/33666 [16:15<02:26, 30.01it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4017/8416 [00:32<00:36, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29267/33666 [16:15<02:26, 30.01it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4018/8416 [00:32<00:36, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29268/33666 [16:15<02:26, 30.01it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4019/8416 [00:32<00:36, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29269/33666 [16:15<02:26, 30.01it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4020/8416 [00:32<00:36, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29270/33666 [16:15<02:26, 30.01it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4021/8416 [00:32<00:36, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29271/33666 [16:15<02:26, 30.02it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4022/8416 [00:32<00:36, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29272/33666 [16:15<02:26, 30.02it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4023/8416 [00:32<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29273/33666 [16:15<02:26, 30.02it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4024/8416 [00:32<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29274/33666 [16:15<02:26, 30.02it/s, loss=4.2, v_num=0]

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    Epoch 0:  87%|████████▋ | 29290/33666 [16:15<02:25, 30.03it/s, loss=4.2, v_num=0]

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    Epoch 0:  87%|████████▋ | 29291/33666 [16:15<02:25, 30.03it/s, loss=4.2, v_num=0]

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    Epoch 0:  87%|████████▋ | 29292/33666 [16:15<02:25, 30.03it/s, loss=4.2, v_num=0]

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    Epoch 0:  87%|████████▋ | 29293/33666 [16:15<02:25, 30.03it/s, loss=4.2, v_num=0]

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    Epoch 0:  87%|████████▋ | 29294/33666 [16:15<02:25, 30.03it/s, loss=4.2, v_num=0]

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    Epoch 0:  87%|████████▋ | 29295/33666 [16:15<02:25, 30.03it/s, loss=4.2, v_num=0]

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    Epoch 0:  87%|████████▋ | 29296/33666 [16:15<02:25, 30.03it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4047/8416 [00:33<00:35, 122.05it/s]
    Epoch 0:  87%|████████▋ | 29297/33666 [16:15<02:25, 30.04it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4048/8416 [00:33<00:35, 122.05it/s]
    Epoch 0:  87%|████████▋ | 29298/33666 [16:15<02:25, 30.04it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4049/8416 [00:33<00:35, 122.05it/s]
    Epoch 0:  87%|████████▋ | 29299/33666 [16:15<02:25, 30.04it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4050/8416 [00:33<00:35, 122.05it/s]
    Epoch 0:  87%|████████▋ | 29300/33666 [16:15<02:25, 30.04it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4051/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29301/33666 [16:15<02:25, 30.04it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4052/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29302/33666 [16:15<02:25, 30.04it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4053/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29303/33666 [16:15<02:25, 30.04it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4054/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29304/33666 [16:15<02:25, 30.04it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4055/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29305/33666 [16:15<02:25, 30.04it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4056/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29306/33666 [16:15<02:25, 30.04it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4057/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29307/33666 [16:15<02:25, 30.04it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4058/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29308/33666 [16:15<02:25, 30.04it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4059/8416 [00:33<00:35, 122.05it/s]
    Epoch 0:  87%|████████▋ | 29309/33666 [16:15<02:25, 30.04it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4060/8416 [00:33<00:35, 122.05it/s]
    Epoch 0:  87%|████████▋ | 29310/33666 [16:15<02:24, 30.05it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4061/8416 [00:33<00:35, 122.05it/s]
    Epoch 0:  87%|████████▋ | 29311/33666 [16:15<02:24, 30.05it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4062/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29312/33666 [16:15<02:24, 30.05it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4063/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29313/33666 [16:15<02:24, 30.05it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4064/8416 [00:33<00:35, 122.05it/s]
    Epoch 0:  87%|████████▋ | 29314/33666 [16:15<02:24, 30.05it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4065/8416 [00:33<00:35, 122.05it/s]
    Epoch 0:  87%|████████▋ | 29315/33666 [16:15<02:24, 30.05it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4066/8416 [00:33<00:35, 122.05it/s]
    Epoch 0:  87%|████████▋ | 29316/33666 [16:15<02:24, 30.05it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4067/8416 [00:33<00:35, 122.05it/s]
    Epoch 0:  87%|████████▋ | 29317/33666 [16:15<02:24, 30.05it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4068/8416 [00:33<00:35, 122.05it/s]
    Epoch 0:  87%|████████▋ | 29318/33666 [16:15<02:24, 30.05it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4069/8416 [00:33<00:35, 122.05it/s]
    Epoch 0:  87%|████████▋ | 29319/33666 [16:15<02:24, 30.05it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4070/8416 [00:33<00:35, 122.05it/s]
    Epoch 0:  87%|████████▋ | 29320/33666 [16:15<02:24, 30.05it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4071/8416 [00:33<00:35, 122.05it/s]
    Epoch 0:  87%|████████▋ | 29321/33666 [16:15<02:24, 30.05it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4072/8416 [00:33<00:35, 122.05it/s]
    Epoch 0:  87%|████████▋ | 29322/33666 [16:15<02:24, 30.05it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4073/8416 [00:33<00:35, 122.05it/s]
    Epoch 0:  87%|████████▋ | 29323/33666 [16:15<02:24, 30.06it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4074/8416 [00:33<00:35, 122.05it/s]
    Epoch 0:  87%|████████▋ | 29324/33666 [16:15<02:24, 30.06it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4075/8416 [00:33<00:35, 122.05it/s]
    Epoch 0:  87%|████████▋ | 29325/33666 [16:15<02:24, 30.06it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4076/8416 [00:33<00:35, 122.06it/s]
    Epoch 0:  87%|████████▋ | 29326/33666 [16:15<02:24, 30.06it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4077/8416 [00:33<00:35, 122.05it/s]
    Epoch 0:  87%|████████▋ | 29327/33666 [16:15<02:24, 30.06it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4078/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29328/33666 [16:15<02:24, 30.06it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4079/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29329/33666 [16:15<02:24, 30.06it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4080/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29330/33666 [16:15<02:24, 30.06it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4081/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29331/33666 [16:15<02:24, 30.06it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4082/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29332/33666 [16:15<02:24, 30.06it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4083/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29333/33666 [16:15<02:24, 30.06it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4084/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29334/33666 [16:15<02:24, 30.06it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4085/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29335/33666 [16:15<02:24, 30.06it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4086/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29336/33666 [16:15<02:24, 30.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4087/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29337/33666 [16:15<02:23, 30.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4088/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29338/33666 [16:15<02:23, 30.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4089/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29339/33666 [16:15<02:23, 30.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4090/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29340/33666 [16:15<02:23, 30.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4091/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29341/33666 [16:15<02:23, 30.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4092/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29342/33666 [16:15<02:23, 30.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4093/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29343/33666 [16:15<02:23, 30.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4094/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29344/33666 [16:15<02:23, 30.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4095/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29345/33666 [16:15<02:23, 30.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4096/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29346/33666 [16:15<02:23, 30.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4097/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29347/33666 [16:15<02:23, 30.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4098/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29348/33666 [16:15<02:23, 30.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4099/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29349/33666 [16:15<02:23, 30.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4100/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29350/33666 [16:15<02:23, 30.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4101/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29351/33666 [16:15<02:23, 30.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4102/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29352/33666 [16:15<02:23, 30.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4103/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29353/33666 [16:15<02:23, 30.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4104/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29354/33666 [16:15<02:23, 30.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4105/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29355/33666 [16:15<02:23, 30.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4106/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29356/33666 [16:15<02:23, 30.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4107/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29357/33666 [16:15<02:23, 30.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4108/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29358/33666 [16:15<02:23, 30.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4109/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29359/33666 [16:15<02:23, 30.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4110/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29360/33666 [16:15<02:23, 30.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4111/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29361/33666 [16:15<02:23, 30.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4112/8416 [00:33<00:35, 122.04it/s]
    Epoch 0:  87%|████████▋ | 29362/33666 [16:15<02:23, 30.09it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4113/8416 [00:33<00:35, 122.03it/s]
    Epoch 0:  87%|████████▋ | 29363/33666 [16:15<02:23, 30.09it/s, loss=4.2, v_num=0]

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    Epoch 0:  87%|████████▋ | 29364/33666 [16:15<02:22, 30.09it/s, loss=4.2, v_num=0]

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    Epoch 0:  87%|████████▋ | 29366/33666 [16:15<02:22, 30.09it/s, loss=4.2, v_num=0]

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    Epoch 0:  87%|████████▋ | 29380/33666 [16:16<02:22, 30.10it/s, loss=4.2, v_num=0]

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    Epoch 0:  87%|████████▋ | 29381/33666 [16:16<02:22, 30.10it/s, loss=4.2, v_num=0]

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    Validation DataLoader 0:  49%|████▉     | 4134/8416 [00:33<00:35, 122.01it/s]
    Epoch 0:  87%|████████▋ | 29384/33666 [16:16<02:22, 30.10it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4135/8416 [00:33<00:35, 122.01it/s]
    Epoch 0:  87%|████████▋ | 29385/33666 [16:16<02:22, 30.10it/s, loss=4.2, v_num=0]

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    Epoch 0:  87%|████████▋ | 29386/33666 [16:16<02:22, 30.10it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4137/8416 [00:33<00:35, 122.01it/s]
    Epoch 0:  87%|████████▋ | 29387/33666 [16:16<02:22, 30.10it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4138/8416 [00:33<00:35, 122.01it/s]
    Epoch 0:  87%|████████▋ | 29388/33666 [16:16<02:22, 30.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4139/8416 [00:33<00:35, 122.01it/s]
    Epoch 0:  87%|████████▋ | 29389/33666 [16:16<02:22, 30.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4140/8416 [00:33<00:35, 122.01it/s]
    Epoch 0:  87%|████████▋ | 29390/33666 [16:16<02:22, 30.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4141/8416 [00:33<00:35, 122.00it/s]
    Epoch 0:  87%|████████▋ | 29391/33666 [16:16<02:21, 30.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4142/8416 [00:33<00:35, 122.00it/s]
    Epoch 0:  87%|████████▋ | 29392/33666 [16:16<02:21, 30.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4143/8416 [00:33<00:35, 122.00it/s]
    Epoch 0:  87%|████████▋ | 29393/33666 [16:16<02:21, 30.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4144/8416 [00:33<00:35, 122.00it/s]
    Epoch 0:  87%|████████▋ | 29394/33666 [16:16<02:21, 30.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4145/8416 [00:33<00:35, 122.00it/s]
    Epoch 0:  87%|████████▋ | 29395/33666 [16:16<02:21, 30.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4146/8416 [00:33<00:34, 122.00it/s]
    Epoch 0:  87%|████████▋ | 29396/33666 [16:16<02:21, 30.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4147/8416 [00:33<00:34, 122.00it/s]
    Epoch 0:  87%|████████▋ | 29397/33666 [16:16<02:21, 30.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4148/8416 [00:33<00:34, 122.01it/s]
    Epoch 0:  87%|████████▋ | 29398/33666 [16:16<02:21, 30.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4149/8416 [00:34<00:34, 122.00it/s]
    Epoch 0:  87%|████████▋ | 29399/33666 [16:16<02:21, 30.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4150/8416 [00:34<00:34, 122.00it/s]
    Epoch 0:  87%|████████▋ | 29400/33666 [16:16<02:21, 30.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4151/8416 [00:34<00:34, 122.00it/s]
    Epoch 0:  87%|████████▋ | 29401/33666 [16:16<02:21, 30.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4152/8416 [00:34<00:34, 122.00it/s]
    Epoch 0:  87%|████████▋ | 29402/33666 [16:16<02:21, 30.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4153/8416 [00:34<00:34, 122.00it/s]
    Epoch 0:  87%|████████▋ | 29403/33666 [16:16<02:21, 30.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4154/8416 [00:34<00:34, 122.00it/s]
    Epoch 0:  87%|████████▋ | 29404/33666 [16:16<02:21, 30.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4155/8416 [00:34<00:34, 122.00it/s]
    Epoch 0:  87%|████████▋ | 29405/33666 [16:16<02:21, 30.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4156/8416 [00:34<00:34, 122.00it/s]
    Epoch 0:  87%|████████▋ | 29406/33666 [16:16<02:21, 30.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4157/8416 [00:34<00:34, 121.99it/s]
    Epoch 0:  87%|████████▋ | 29407/33666 [16:16<02:21, 30.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4158/8416 [00:34<00:34, 121.99it/s]
    Epoch 0:  87%|████████▋ | 29408/33666 [16:16<02:21, 30.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4159/8416 [00:34<00:34, 121.99it/s]
    Epoch 0:  87%|████████▋ | 29409/33666 [16:16<02:21, 30.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4160/8416 [00:34<00:34, 121.99it/s]
    Epoch 0:  87%|████████▋ | 29410/33666 [16:16<02:21, 30.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4161/8416 [00:34<00:34, 121.99it/s]
    Epoch 0:  87%|████████▋ | 29411/33666 [16:16<02:21, 30.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4162/8416 [00:34<00:34, 122.00it/s]
    Epoch 0:  87%|████████▋ | 29412/33666 [16:16<02:21, 30.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4163/8416 [00:34<00:34, 122.00it/s]
    Epoch 0:  87%|████████▋ | 29413/33666 [16:16<02:21, 30.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4164/8416 [00:34<00:34, 122.00it/s]
    Epoch 0:  87%|████████▋ | 29414/33666 [16:16<02:21, 30.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4165/8416 [00:34<00:34, 121.99it/s]
    Epoch 0:  87%|████████▋ | 29415/33666 [16:16<02:21, 30.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4166/8416 [00:34<00:34, 121.99it/s]
    Epoch 0:  87%|████████▋ | 29416/33666 [16:16<02:21, 30.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4167/8416 [00:34<00:34, 121.99it/s]
    Epoch 0:  87%|████████▋ | 29417/33666 [16:16<02:21, 30.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4168/8416 [00:34<00:34, 121.99it/s]
    Epoch 0:  87%|████████▋ | 29418/33666 [16:16<02:20, 30.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4169/8416 [00:34<00:34, 121.99it/s]
    Epoch 0:  87%|████████▋ | 29419/33666 [16:16<02:20, 30.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4170/8416 [00:34<00:34, 121.99it/s]
    Epoch 0:  87%|████████▋ | 29420/33666 [16:16<02:20, 30.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4171/8416 [00:34<00:34, 121.99it/s]
    Epoch 0:  87%|████████▋ | 29421/33666 [16:16<02:20, 30.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4172/8416 [00:34<00:34, 121.99it/s]
    Epoch 0:  87%|████████▋ | 29422/33666 [16:16<02:20, 30.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4173/8416 [00:34<00:34, 121.98it/s]
    Epoch 0:  87%|████████▋ | 29423/33666 [16:16<02:20, 30.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4174/8416 [00:34<00:34, 121.98it/s]
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    Validation DataLoader 0:  50%|████▉     | 4175/8416 [00:34<00:34, 121.98it/s]
    Epoch 0:  87%|████████▋ | 29425/33666 [16:16<02:20, 30.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4176/8416 [00:34<00:34, 121.98it/s]
    Epoch 0:  87%|████████▋ | 29426/33666 [16:16<02:20, 30.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4177/8416 [00:34<00:34, 121.98it/s]
    Epoch 0:  87%|████████▋ | 29427/33666 [16:16<02:20, 30.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4178/8416 [00:34<00:34, 121.98it/s]
    Epoch 0:  87%|████████▋ | 29428/33666 [16:16<02:20, 30.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4179/8416 [00:34<00:34, 121.99it/s]
    Epoch 0:  87%|████████▋ | 29429/33666 [16:16<02:20, 30.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4180/8416 [00:34<00:34, 121.99it/s]
    Epoch 0:  87%|████████▋ | 29430/33666 [16:16<02:20, 30.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4181/8416 [00:34<00:34, 121.98it/s]
    Epoch 0:  87%|████████▋ | 29431/33666 [16:16<02:20, 30.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4182/8416 [00:34<00:34, 121.98it/s]
    Epoch 0:  87%|████████▋ | 29432/33666 [16:16<02:20, 30.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4183/8416 [00:34<00:34, 121.98it/s]
    Epoch 0:  87%|████████▋ | 29433/33666 [16:16<02:20, 30.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4184/8416 [00:34<00:34, 121.98it/s]
    Epoch 0:  87%|████████▋ | 29434/33666 [16:16<02:20, 30.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4185/8416 [00:34<00:34, 121.96it/s]
    Epoch 0:  87%|████████▋ | 29435/33666 [16:16<02:20, 30.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4186/8416 [00:34<00:34, 121.95it/s]
    Epoch 0:  87%|████████▋ | 29436/33666 [16:16<02:20, 30.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4187/8416 [00:34<00:34, 121.95it/s]
    Epoch 0:  87%|████████▋ | 29437/33666 [16:16<02:20, 30.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4188/8416 [00:34<00:34, 121.95it/s]
    Epoch 0:  87%|████████▋ | 29438/33666 [16:16<02:20, 30.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4189/8416 [00:34<00:34, 121.96it/s]
    Epoch 0:  87%|████████▋ | 29439/33666 [16:16<02:20, 30.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4190/8416 [00:34<00:34, 121.96it/s]
    Epoch 0:  87%|████████▋ | 29440/33666 [16:16<02:20, 30.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4191/8416 [00:34<00:34, 121.96it/s]
    Epoch 0:  87%|████████▋ | 29441/33666 [16:16<02:20, 30.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4192/8416 [00:34<00:34, 121.96it/s]
    Epoch 0:  87%|████████▋ | 29442/33666 [16:16<02:20, 30.15it/s, loss=4.2, v_num=0]

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    Epoch 0:  87%|████████▋ | 29443/33666 [16:16<02:20, 30.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4194/8416 [00:34<00:34, 121.96it/s]
    Epoch 0:  87%|████████▋ | 29444/33666 [16:16<02:20, 30.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4195/8416 [00:34<00:34, 121.96it/s]
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    Validation DataLoader 0:  50%|████▉     | 4196/8416 [00:34<00:34, 121.96it/s]
    Epoch 0:  87%|████████▋ | 29446/33666 [16:16<02:19, 30.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4197/8416 [00:34<00:34, 121.96it/s]
    Epoch 0:  87%|████████▋ | 29447/33666 [16:16<02:19, 30.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4198/8416 [00:34<00:34, 121.96it/s]
    Epoch 0:  87%|████████▋ | 29448/33666 [16:16<02:19, 30.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4199/8416 [00:34<00:34, 121.97it/s]
    Epoch 0:  87%|████████▋ | 29449/33666 [16:16<02:19, 30.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4200/8416 [00:34<00:34, 121.97it/s]
    Epoch 0:  87%|████████▋ | 29450/33666 [16:16<02:19, 30.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4201/8416 [00:34<00:34, 121.97it/s]
    Epoch 0:  87%|████████▋ | 29451/33666 [16:16<02:19, 30.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4202/8416 [00:34<00:34, 121.97it/s]
    Epoch 0:  87%|████████▋ | 29452/33666 [16:16<02:19, 30.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4203/8416 [00:34<00:34, 121.97it/s]
    Epoch 0:  87%|████████▋ | 29453/33666 [16:16<02:19, 30.16it/s, loss=4.2, v_num=0]

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    Epoch 0:  88%|████████▊ | 29724/33666 [16:18<02:09, 30.36it/s, loss=4.2, v_num=0]

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    Validation DataLoader 0:  53%|█████▎    | 4476/8416 [00:36<00:32, 122.07it/s]
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    Epoch 0:  88%|████████▊ | 29730/33666 [16:18<02:09, 30.37it/s, loss=4.2, v_num=0]

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    Validation DataLoader 0:  53%|█████▎    | 4483/8416 [00:36<00:32, 122.05it/s]
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    Epoch 0:  88%|████████▊ | 29736/33666 [16:19<02:09, 30.37it/s, loss=4.2, v_num=0]

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    Epoch 0:  88%|████████▊ | 29737/33666 [16:19<02:09, 30.37it/s, loss=4.2, v_num=0]

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    Epoch 0:  88%|████████▊ | 29738/33666 [16:19<02:09, 30.38it/s, loss=4.2, v_num=0]

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    Epoch 0:  88%|████████▊ | 29739/33666 [16:19<02:09, 30.38it/s, loss=4.2, v_num=0]

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    Epoch 0:  88%|████████▊ | 29742/33666 [16:19<02:09, 30.38it/s, loss=4.2, v_num=0]

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    Epoch 0:  88%|████████▊ | 29743/33666 [16:19<02:09, 30.38it/s, loss=4.2, v_num=0]

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    Epoch 0:  88%|████████▊ | 29744/33666 [16:19<02:09, 30.38it/s, loss=4.2, v_num=0]

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    Epoch 0:  88%|████████▊ | 29745/33666 [16:19<02:09, 30.38it/s, loss=4.2, v_num=0]

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    Epoch 0:  88%|████████▊ | 29746/33666 [16:19<02:09, 30.38it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4497/8416 [00:36<00:32, 122.04it/s]
    Epoch 0:  88%|████████▊ | 29747/33666 [16:19<02:08, 30.38it/s, loss=4.2, v_num=0]

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    Epoch 0:  88%|████████▊ | 29749/33666 [16:19<02:08, 30.38it/s, loss=4.2, v_num=0]

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    Epoch 0:  88%|████████▊ | 29750/33666 [16:19<02:08, 30.38it/s, loss=4.2, v_num=0]

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    Epoch 0:  88%|████████▊ | 29751/33666 [16:19<02:08, 30.38it/s, loss=4.2, v_num=0]

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    Epoch 0:  88%|████████▊ | 29752/33666 [16:19<02:08, 30.39it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4503/8416 [00:36<00:32, 122.04it/s]
    Epoch 0:  88%|████████▊ | 29753/33666 [16:19<02:08, 30.39it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4504/8416 [00:36<00:32, 122.03it/s]
    Epoch 0:  88%|████████▊ | 29754/33666 [16:19<02:08, 30.39it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4505/8416 [00:36<00:32, 122.03it/s]
    Epoch 0:  88%|████████▊ | 29755/33666 [16:19<02:08, 30.39it/s, loss=4.2, v_num=0]

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    Epoch 0:  88%|████████▊ | 29756/33666 [16:19<02:08, 30.39it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4507/8416 [00:36<00:32, 122.03it/s]
    Epoch 0:  88%|████████▊ | 29757/33666 [16:19<02:08, 30.39it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4508/8416 [00:36<00:32, 122.03it/s]
    Epoch 0:  88%|████████▊ | 29758/33666 [16:19<02:08, 30.39it/s, loss=4.2, v_num=0]

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    Epoch 0:  88%|████████▊ | 29759/33666 [16:19<02:08, 30.39it/s, loss=4.2, v_num=0]

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    Epoch 0:  88%|████████▊ | 29760/33666 [16:19<02:08, 30.39it/s, loss=4.2, v_num=0]

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    Epoch 0:  88%|████████▊ | 29761/33666 [16:19<02:08, 30.39it/s, loss=4.2, v_num=0]

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    Epoch 0:  88%|████████▊ | 29762/33666 [16:19<02:08, 30.39it/s, loss=4.2, v_num=0]

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    Epoch 0:  88%|████████▊ | 29763/33666 [16:19<02:08, 30.39it/s, loss=4.2, v_num=0]

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    Epoch 0:  88%|████████▊ | 29764/33666 [16:19<02:08, 30.39it/s, loss=4.2, v_num=0]

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    Epoch 0:  88%|████████▊ | 29765/33666 [16:19<02:08, 30.40it/s, loss=4.2, v_num=0]

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    Epoch 0:  88%|████████▊ | 29766/33666 [16:19<02:08, 30.40it/s, loss=4.2, v_num=0]

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    Epoch 0:  88%|████████▊ | 29767/33666 [16:19<02:08, 30.40it/s, loss=4.2, v_num=0]

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    Epoch 0:  88%|████████▊ | 29768/33666 [16:19<02:08, 30.40it/s, loss=4.2, v_num=0]

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    Epoch 0:  88%|████████▊ | 29769/33666 [16:19<02:08, 30.40it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4520/8416 [00:37<00:31, 122.02it/s]
    Epoch 0:  88%|████████▊ | 29770/33666 [16:19<02:08, 30.40it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4521/8416 [00:37<00:31, 122.01it/s]
    Epoch 0:  88%|████████▊ | 29771/33666 [16:19<02:08, 30.40it/s, loss=4.2, v_num=0]

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    Epoch 0:  88%|████████▊ | 29772/33666 [16:19<02:08, 30.40it/s, loss=4.2, v_num=0]

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    Epoch 0:  88%|████████▊ | 29773/33666 [16:19<02:08, 30.40it/s, loss=4.2, v_num=0]

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    Epoch 0:  88%|████████▊ | 29774/33666 [16:19<02:08, 30.40it/s, loss=4.2, v_num=0]

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    Epoch 0:  88%|████████▊ | 29775/33666 [16:19<02:07, 30.40it/s, loss=4.2, v_num=0]

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    Epoch 0:  88%|████████▊ | 29776/33666 [16:19<02:07, 30.40it/s, loss=4.2, v_num=0]

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    Epoch 0:  88%|████████▊ | 29778/33666 [16:19<02:07, 30.41it/s, loss=4.2, v_num=0]

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    Epoch 0:  88%|████████▊ | 29779/33666 [16:19<02:07, 30.41it/s, loss=4.2, v_num=0]

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    Epoch 0:  88%|████████▊ | 29780/33666 [16:19<02:07, 30.41it/s, loss=4.2, v_num=0]

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    Epoch 0:  88%|████████▊ | 29781/33666 [16:19<02:07, 30.41it/s, loss=4.2, v_num=0]

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    Epoch 0:  88%|████████▊ | 29782/33666 [16:19<02:07, 30.41it/s, loss=4.2, v_num=0]

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    Epoch 0:  88%|████████▊ | 29783/33666 [16:19<02:07, 30.41it/s, loss=4.2, v_num=0]

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    Epoch 0:  88%|████████▊ | 29784/33666 [16:19<02:07, 30.41it/s, loss=4.2, v_num=0]

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    Epoch 0:  88%|████████▊ | 29785/33666 [16:19<02:07, 30.41it/s, loss=4.2, v_num=0]

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    Epoch 0:  88%|████████▊ | 29786/33666 [16:19<02:07, 30.41it/s, loss=4.2, v_num=0]

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    Epoch 0:  88%|████████▊ | 29787/33666 [16:19<02:07, 30.41it/s, loss=4.2, v_num=0]

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    Epoch 0:  88%|████████▊ | 29788/33666 [16:19<02:07, 30.41it/s, loss=4.2, v_num=0]

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    Epoch 0:  88%|████████▊ | 29789/33666 [16:19<02:07, 30.41it/s, loss=4.2, v_num=0]

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    Epoch 0:  88%|████████▊ | 29792/33666 [16:19<02:07, 30.42it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4543/8416 [00:37<00:31, 121.99it/s]
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    Validation DataLoader 0:  54%|█████▍    | 4545/8416 [00:37<00:31, 121.99it/s]
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    Validation DataLoader 0:  54%|█████▍    | 4546/8416 [00:37<00:31, 121.99it/s]
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    Validation DataLoader 0:  54%|█████▍    | 4547/8416 [00:37<00:31, 122.00it/s]
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    Epoch 0:  89%|████████▊ | 29805/33666 [16:19<02:06, 30.43it/s, loss=4.2, v_num=0]

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    Validation DataLoader 0:  54%|█████▍    | 4558/8416 [00:37<00:31, 122.01it/s]
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    Epoch 0:  89%|████████▊ | 29809/33666 [16:19<02:06, 30.43it/s, loss=4.2, v_num=0]

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    Validation DataLoader 0:  54%|█████▍    | 4561/8416 [00:37<00:31, 122.01it/s]
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    Epoch 0:  89%|████████▉ | 29910/33666 [16:20<02:03, 30.51it/s, loss=4.2, v_num=0]

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    Epoch 0:  89%|████████▉ | 29916/33666 [16:20<02:02, 30.51it/s, loss=4.2, v_num=0]

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    Epoch 0:  89%|████████▉ | 29917/33666 [16:20<02:02, 30.51it/s, loss=4.2, v_num=0]

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    Epoch 0:  89%|████████▉ | 29919/33666 [16:20<02:02, 30.51it/s, loss=4.2, v_num=0]

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    Epoch 0:  89%|████████▉ | 29920/33666 [16:20<02:02, 30.51it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4671/8416 [00:38<00:30, 122.09it/s]
    Epoch 0:  89%|████████▉ | 29921/33666 [16:20<02:02, 30.52it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4672/8416 [00:38<00:30, 122.09it/s]
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    Epoch 0:  89%|████████▉ | 29924/33666 [16:20<02:02, 30.52it/s, loss=4.2, v_num=0]

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    Epoch 0:  89%|████████▉ | 29925/33666 [16:20<02:02, 30.52it/s, loss=4.2, v_num=0]

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    Epoch 0:  89%|████████▉ | 29927/33666 [16:20<02:02, 30.52it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4678/8416 [00:38<00:30, 122.09it/s]
    Epoch 0:  89%|████████▉ | 29928/33666 [16:20<02:02, 30.52it/s, loss=4.2, v_num=0]

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    Epoch 0:  89%|████████▉ | 29929/33666 [16:20<02:02, 30.52it/s, loss=4.2, v_num=0]

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    Epoch 0:  89%|████████▉ | 29930/33666 [16:20<02:02, 30.52it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4681/8416 [00:38<00:30, 122.09it/s]
    Epoch 0:  89%|████████▉ | 29931/33666 [16:20<02:02, 30.52it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4682/8416 [00:38<00:30, 122.09it/s]
    Epoch 0:  89%|████████▉ | 29932/33666 [16:20<02:02, 30.52it/s, loss=4.2, v_num=0]

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    Epoch 0:  89%|████████▉ | 29933/33666 [16:20<02:02, 30.52it/s, loss=4.2, v_num=0]

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    Epoch 0:  89%|████████▉ | 29934/33666 [16:20<02:02, 30.53it/s, loss=4.2, v_num=0]

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    Epoch 0:  89%|████████▉ | 29935/33666 [16:20<02:02, 30.53it/s, loss=4.2, v_num=0]

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    Epoch 0:  89%|████████▉ | 29936/33666 [16:20<02:02, 30.53it/s, loss=4.2, v_num=0]

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    Epoch 0:  89%|████████▉ | 29937/33666 [16:20<02:02, 30.53it/s, loss=4.2, v_num=0]

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    Epoch 0:  89%|████████▉ | 29938/33666 [16:20<02:02, 30.53it/s, loss=4.2, v_num=0]

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    Epoch 0:  89%|████████▉ | 29939/33666 [16:20<02:02, 30.53it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4690/8416 [00:38<00:30, 122.10it/s]
    Epoch 0:  89%|████████▉ | 29940/33666 [16:20<02:02, 30.53it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4691/8416 [00:38<00:30, 122.10it/s]
    Epoch 0:  89%|████████▉ | 29941/33666 [16:20<02:02, 30.53it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4692/8416 [00:38<00:30, 122.10it/s]
    Epoch 0:  89%|████████▉ | 29942/33666 [16:20<02:01, 30.53it/s, loss=4.2, v_num=0]

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    Epoch 0:  89%|████████▉ | 29943/33666 [16:20<02:01, 30.53it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4694/8416 [00:38<00:30, 122.10it/s]
    Epoch 0:  89%|████████▉ | 29944/33666 [16:20<02:01, 30.53it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4695/8416 [00:38<00:30, 122.10it/s]
    Epoch 0:  89%|████████▉ | 29945/33666 [16:20<02:01, 30.53it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4696/8416 [00:38<00:30, 122.10it/s]
    Epoch 0:  89%|████████▉ | 29946/33666 [16:20<02:01, 30.53it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4697/8416 [00:38<00:30, 122.10it/s]
    Epoch 0:  89%|████████▉ | 29947/33666 [16:20<02:01, 30.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4698/8416 [00:38<00:30, 122.10it/s]
    Epoch 0:  89%|████████▉ | 29948/33666 [16:20<02:01, 30.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4699/8416 [00:38<00:30, 122.10it/s]
    Epoch 0:  89%|████████▉ | 29949/33666 [16:20<02:01, 30.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4700/8416 [00:38<00:30, 122.10it/s]
    Epoch 0:  89%|████████▉ | 29950/33666 [16:20<02:01, 30.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4701/8416 [00:38<00:30, 122.10it/s]
    Epoch 0:  89%|████████▉ | 29951/33666 [16:20<02:01, 30.54it/s, loss=4.2, v_num=0]

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    Epoch 0:  89%|████████▉ | 29952/33666 [16:20<02:01, 30.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4703/8416 [00:38<00:30, 122.10it/s]
    Epoch 0:  89%|████████▉ | 29953/33666 [16:20<02:01, 30.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4704/8416 [00:38<00:30, 122.08it/s]
    Epoch 0:  89%|████████▉ | 29954/33666 [16:20<02:01, 30.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4705/8416 [00:38<00:30, 122.08it/s]
    Epoch 0:  89%|████████▉ | 29955/33666 [16:20<02:01, 30.54it/s, loss=4.2, v_num=0]

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    Epoch 0:  89%|████████▉ | 29956/33666 [16:20<02:01, 30.54it/s, loss=4.2, v_num=0]

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    Epoch 0:  89%|████████▉ | 29957/33666 [16:20<02:01, 30.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4708/8416 [00:38<00:30, 122.08it/s]
    Epoch 0:  89%|████████▉ | 29958/33666 [16:20<02:01, 30.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4709/8416 [00:38<00:30, 122.08it/s]
    Epoch 0:  89%|████████▉ | 29959/33666 [16:20<02:01, 30.54it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4710/8416 [00:38<00:30, 122.08it/s]
    Epoch 0:  89%|████████▉ | 29960/33666 [16:20<02:01, 30.55it/s, loss=4.2, v_num=0]

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    Epoch 0:  89%|████████▉ | 29961/33666 [16:20<02:01, 30.55it/s, loss=4.2, v_num=0]

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    Epoch 0:  89%|████████▉ | 29962/33666 [16:20<02:01, 30.55it/s, loss=4.2, v_num=0]

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    Epoch 0:  89%|████████▉ | 29963/33666 [16:20<02:01, 30.55it/s, loss=4.2, v_num=0]

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    Epoch 0:  89%|████████▉ | 29964/33666 [16:20<02:01, 30.55it/s, loss=4.2, v_num=0]

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    Epoch 0:  89%|████████▉ | 29965/33666 [16:20<02:01, 30.55it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4716/8416 [00:38<00:30, 122.08it/s]
    Epoch 0:  89%|████████▉ | 29966/33666 [16:20<02:01, 30.55it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4717/8416 [00:38<00:30, 122.08it/s]
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    Validation DataLoader 0:  56%|█████▌    | 4719/8416 [00:38<00:30, 122.08it/s]
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    Epoch 0:  89%|████████▉ | 29970/33666 [16:20<02:00, 30.55it/s, loss=4.2, v_num=0]

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    Epoch 0:  89%|████████▉ | 29971/33666 [16:20<02:00, 30.55it/s, loss=4.2, v_num=0]

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    Validation DataLoader 0:  56%|█████▋    | 4742/8416 [00:38<00:30, 122.10it/s]
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    Validation DataLoader 0:  56%|█████▋    | 4744/8416 [00:38<00:30, 122.09it/s]
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    Validation DataLoader 0:  56%|█████▋    | 4745/8416 [00:38<00:30, 122.09it/s]
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    Validation DataLoader 0:  56%|█████▋    | 4746/8416 [00:38<00:30, 122.09it/s]
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    Validation DataLoader 0:  56%|█████▋    | 4747/8416 [00:38<00:30, 122.09it/s]
    Epoch 0:  89%|████████▉ | 29997/33666 [16:21<02:00, 30.57it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4748/8416 [00:38<00:30, 122.10it/s]
    Epoch 0:  89%|████████▉ | 29998/33666 [16:21<01:59, 30.57it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4749/8416 [00:38<00:30, 122.10it/s]
    Epoch 0:  89%|████████▉ | 29999/33666 [16:21<01:59, 30.58it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4750/8416 [00:38<00:30, 122.10it/s]
    Epoch 0:  89%|████████▉ | 30000/33666 [16:21<01:59, 30.58it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4751/8416 [00:38<00:30, 122.10it/s]
    Epoch 0:  89%|████████▉ | 30001/33666 [16:21<01:59, 30.58it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4752/8416 [00:38<00:30, 122.10it/s]
    Epoch 0:  89%|████████▉ | 30002/33666 [16:21<01:59, 30.58it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4753/8416 [00:38<00:30, 122.10it/s]
    Epoch 0:  89%|████████▉ | 30003/33666 [16:21<01:59, 30.58it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4754/8416 [00:38<00:29, 122.10it/s]
    Epoch 0:  89%|████████▉ | 30004/33666 [16:21<01:59, 30.58it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4755/8416 [00:38<00:29, 122.10it/s]
    Epoch 0:  89%|████████▉ | 30005/33666 [16:21<01:59, 30.58it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4756/8416 [00:38<00:29, 122.10it/s]
    Epoch 0:  89%|████████▉ | 30006/33666 [16:21<01:59, 30.58it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4757/8416 [00:38<00:29, 122.10it/s]
    Epoch 0:  89%|████████▉ | 30007/33666 [16:21<01:59, 30.58it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4758/8416 [00:38<00:29, 122.10it/s]
    Epoch 0:  89%|████████▉ | 30008/33666 [16:21<01:59, 30.58it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4759/8416 [00:38<00:29, 122.11it/s]
    Epoch 0:  89%|████████▉ | 30009/33666 [16:21<01:59, 30.58it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4760/8416 [00:38<00:29, 122.11it/s]
    Epoch 0:  89%|████████▉ | 30010/33666 [16:21<01:59, 30.58it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4761/8416 [00:38<00:29, 122.10it/s]
    Epoch 0:  89%|████████▉ | 30011/33666 [16:21<01:59, 30.58it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4762/8416 [00:38<00:29, 122.10it/s]
    Epoch 0:  89%|████████▉ | 30012/33666 [16:21<01:59, 30.59it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4763/8416 [00:39<00:29, 122.11it/s]
    Epoch 0:  89%|████████▉ | 30013/33666 [16:21<01:59, 30.59it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4764/8416 [00:39<00:29, 122.11it/s]
    Epoch 0:  89%|████████▉ | 30014/33666 [16:21<01:59, 30.59it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4765/8416 [00:39<00:29, 122.11it/s]
    Epoch 0:  89%|████████▉ | 30015/33666 [16:21<01:59, 30.59it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4766/8416 [00:39<00:29, 122.11it/s]
    Epoch 0:  89%|████████▉ | 30016/33666 [16:21<01:59, 30.59it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4767/8416 [00:39<00:29, 122.11it/s]
    Epoch 0:  89%|████████▉ | 30017/33666 [16:21<01:59, 30.59it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4768/8416 [00:39<00:29, 122.11it/s]
    Epoch 0:  89%|████████▉ | 30018/33666 [16:21<01:59, 30.59it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4769/8416 [00:39<00:29, 122.11it/s]
    Epoch 0:  89%|████████▉ | 30019/33666 [16:21<01:59, 30.59it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4770/8416 [00:39<00:29, 122.11it/s]
    Epoch 0:  89%|████████▉ | 30020/33666 [16:21<01:59, 30.59it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4771/8416 [00:39<00:29, 122.11it/s]
    Epoch 0:  89%|████████▉ | 30021/33666 [16:21<01:59, 30.59it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4772/8416 [00:39<00:29, 122.11it/s]
    Epoch 0:  89%|████████▉ | 30022/33666 [16:21<01:59, 30.59it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4773/8416 [00:39<00:29, 122.11it/s]
    Epoch 0:  89%|████████▉ | 30023/33666 [16:21<01:59, 30.59it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4774/8416 [00:39<00:29, 122.11it/s]
    Epoch 0:  89%|████████▉ | 30024/33666 [16:21<01:59, 30.59it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4775/8416 [00:39<00:29, 122.11it/s]
    Epoch 0:  89%|████████▉ | 30025/33666 [16:21<01:59, 30.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4776/8416 [00:39<00:29, 122.11it/s]
    Epoch 0:  89%|████████▉ | 30026/33666 [16:21<01:58, 30.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4777/8416 [00:39<00:29, 122.11it/s]
    Epoch 0:  89%|████████▉ | 30027/33666 [16:21<01:58, 30.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4778/8416 [00:39<00:29, 122.11it/s]
    Epoch 0:  89%|████████▉ | 30028/33666 [16:21<01:58, 30.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4779/8416 [00:39<00:29, 122.11it/s]
    Epoch 0:  89%|████████▉ | 30029/33666 [16:21<01:58, 30.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4780/8416 [00:39<00:29, 122.11it/s]
    Epoch 0:  89%|████████▉ | 30030/33666 [16:21<01:58, 30.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4781/8416 [00:39<00:29, 122.12it/s]
    Epoch 0:  89%|████████▉ | 30031/33666 [16:21<01:58, 30.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4782/8416 [00:39<00:29, 122.12it/s]
    Epoch 0:  89%|████████▉ | 30032/33666 [16:21<01:58, 30.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4783/8416 [00:39<00:29, 122.12it/s]
    Epoch 0:  89%|████████▉ | 30033/33666 [16:21<01:58, 30.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4784/8416 [00:39<00:29, 122.12it/s]
    Epoch 0:  89%|████████▉ | 30034/33666 [16:21<01:58, 30.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4785/8416 [00:39<00:29, 122.12it/s]
    Epoch 0:  89%|████████▉ | 30035/33666 [16:21<01:58, 30.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4786/8416 [00:39<00:29, 122.12it/s]
    Epoch 0:  89%|████████▉ | 30036/33666 [16:21<01:58, 30.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4787/8416 [00:39<00:29, 122.12it/s]
    Epoch 0:  89%|████████▉ | 30037/33666 [16:21<01:58, 30.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4788/8416 [00:39<00:29, 122.12it/s]
    Epoch 0:  89%|████████▉ | 30038/33666 [16:21<01:58, 30.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4789/8416 [00:39<00:29, 122.12it/s]
    Epoch 0:  89%|████████▉ | 30039/33666 [16:21<01:58, 30.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4790/8416 [00:39<00:29, 122.12it/s]
    Epoch 0:  89%|████████▉ | 30040/33666 [16:21<01:58, 30.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4791/8416 [00:39<00:29, 122.12it/s]
    Epoch 0:  89%|████████▉ | 30041/33666 [16:21<01:58, 30.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4792/8416 [00:39<00:29, 122.12it/s]
    Epoch 0:  89%|████████▉ | 30042/33666 [16:21<01:58, 30.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4793/8416 [00:39<00:29, 122.12it/s]
    Epoch 0:  89%|████████▉ | 30043/33666 [16:21<01:58, 30.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4794/8416 [00:39<00:29, 122.12it/s]
    Epoch 0:  89%|████████▉ | 30044/33666 [16:21<01:58, 30.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4795/8416 [00:39<00:29, 122.12it/s]
    Epoch 0:  89%|████████▉ | 30045/33666 [16:21<01:58, 30.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4796/8416 [00:39<00:29, 122.12it/s]
    Epoch 0:  89%|████████▉ | 30046/33666 [16:21<01:58, 30.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4797/8416 [00:39<00:29, 122.12it/s]
    Epoch 0:  89%|████████▉ | 30047/33666 [16:21<01:58, 30.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4798/8416 [00:39<00:29, 122.12it/s]
    Epoch 0:  89%|████████▉ | 30048/33666 [16:21<01:58, 30.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4799/8416 [00:39<00:29, 122.13it/s]
    Epoch 0:  89%|████████▉ | 30049/33666 [16:21<01:58, 30.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4800/8416 [00:39<00:29, 122.13it/s]
    Epoch 0:  89%|████████▉ | 30050/33666 [16:21<01:58, 30.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4801/8416 [00:39<00:29, 122.12it/s]
    Epoch 0:  89%|████████▉ | 30051/33666 [16:21<01:58, 30.62it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4802/8416 [00:39<00:29, 122.12it/s]
    Epoch 0:  89%|████████▉ | 30052/33666 [16:21<01:58, 30.62it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4803/8416 [00:39<00:29, 122.13it/s]
    Epoch 0:  89%|████████▉ | 30053/33666 [16:21<01:58, 30.62it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4804/8416 [00:39<00:29, 122.13it/s]
    Epoch 0:  89%|████████▉ | 30054/33666 [16:21<01:57, 30.62it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4805/8416 [00:39<00:29, 122.13it/s]
    Epoch 0:  89%|████████▉ | 30055/33666 [16:21<01:57, 30.62it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4806/8416 [00:39<00:29, 122.13it/s]
    Epoch 0:  89%|████████▉ | 30056/33666 [16:21<01:57, 30.62it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4807/8416 [00:39<00:29, 122.13it/s]
    Epoch 0:  89%|████████▉ | 30057/33666 [16:21<01:57, 30.62it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4808/8416 [00:39<00:29, 122.13it/s]
    Epoch 0:  89%|████████▉ | 30058/33666 [16:21<01:57, 30.62it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4809/8416 [00:39<00:29, 122.13it/s]
    Epoch 0:  89%|████████▉ | 30059/33666 [16:21<01:57, 30.62it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4810/8416 [00:39<00:29, 122.13it/s]
    Epoch 0:  89%|████████▉ | 30060/33666 [16:21<01:57, 30.62it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4811/8416 [00:39<00:29, 122.13it/s]
    Epoch 0:  89%|████████▉ | 30061/33666 [16:21<01:57, 30.62it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4812/8416 [00:39<00:29, 122.13it/s]
    Epoch 0:  89%|████████▉ | 30062/33666 [16:21<01:57, 30.62it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4813/8416 [00:39<00:29, 122.13it/s]
    Epoch 0:  89%|████████▉ | 30063/33666 [16:21<01:57, 30.62it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4814/8416 [00:39<00:29, 122.13it/s]
    Epoch 0:  89%|████████▉ | 30064/33666 [16:21<01:57, 30.63it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4815/8416 [00:39<00:29, 122.13it/s]
    Epoch 0:  89%|████████▉ | 30065/33666 [16:21<01:57, 30.63it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4816/8416 [00:39<00:29, 122.13it/s]
    Epoch 0:  89%|████████▉ | 30066/33666 [16:21<01:57, 30.63it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4817/8416 [00:39<00:29, 122.13it/s]
    Epoch 0:  89%|████████▉ | 30067/33666 [16:21<01:57, 30.63it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4818/8416 [00:39<00:29, 122.13it/s]
    Epoch 0:  89%|████████▉ | 30068/33666 [16:21<01:57, 30.63it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4819/8416 [00:39<00:29, 122.13it/s]
    Epoch 0:  89%|████████▉ | 30069/33666 [16:21<01:57, 30.63it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4820/8416 [00:39<00:29, 122.13it/s]
    Epoch 0:  89%|████████▉ | 30070/33666 [16:21<01:57, 30.63it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4821/8416 [00:39<00:29, 122.13it/s]
    Epoch 0:  89%|████████▉ | 30071/33666 [16:21<01:57, 30.63it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4822/8416 [00:39<00:29, 122.13it/s]
    Epoch 0:  89%|████████▉ | 30072/33666 [16:21<01:57, 30.63it/s, loss=4.2, v_num=0]

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    Epoch 0:  89%|████████▉ | 30073/33666 [16:21<01:57, 30.63it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4824/8416 [00:39<00:29, 122.13it/s]
    Epoch 0:  89%|████████▉ | 30074/33666 [16:21<01:57, 30.63it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4825/8416 [00:39<00:29, 122.12it/s]
    Epoch 0:  89%|████████▉ | 30075/33666 [16:21<01:57, 30.63it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4826/8416 [00:39<00:29, 122.12it/s]
    Epoch 0:  89%|████████▉ | 30076/33666 [16:21<01:57, 30.63it/s, loss=4.2, v_num=0]

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    Epoch 0:  89%|████████▉ | 30077/33666 [16:21<01:57, 30.64it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4828/8416 [00:39<00:29, 122.12it/s]
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    Epoch 0:  89%|████████▉ | 30107/33666 [16:22<01:56, 30.66it/s, loss=4.2, v_num=0]

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    Epoch 0:  89%|████████▉ | 30109/33666 [16:22<01:56, 30.66it/s, loss=4.2, v_num=0]

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    Epoch 0:  89%|████████▉ | 30110/33666 [16:22<01:55, 30.66it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4861/8416 [00:39<00:29, 122.13it/s]
    Epoch 0:  89%|████████▉ | 30111/33666 [16:22<01:55, 30.66it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4862/8416 [00:39<00:29, 122.12it/s]
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    Epoch 0:  89%|████████▉ | 30113/33666 [16:22<01:55, 30.66it/s, loss=4.2, v_num=0]

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    Epoch 0:  89%|████████▉ | 30114/33666 [16:22<01:55, 30.66it/s, loss=4.2, v_num=0]

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    Epoch 0:  89%|████████▉ | 30116/33666 [16:22<01:55, 30.66it/s, loss=4.2, v_num=0]

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    Epoch 0:  89%|████████▉ | 30117/33666 [16:22<01:55, 30.67it/s, loss=4.2, v_num=0]

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    Epoch 0:  89%|████████▉ | 30118/33666 [16:22<01:55, 30.67it/s, loss=4.2, v_num=0]

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    Epoch 0:  89%|████████▉ | 30119/33666 [16:22<01:55, 30.67it/s, loss=4.2, v_num=0]

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    Epoch 0:  89%|████████▉ | 30120/33666 [16:22<01:55, 30.67it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4871/8416 [00:39<00:29, 122.11it/s]
    Epoch 0:  89%|████████▉ | 30121/33666 [16:22<01:55, 30.67it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4872/8416 [00:39<00:29, 122.10it/s]
    Epoch 0:  89%|████████▉ | 30122/33666 [16:22<01:55, 30.67it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4873/8416 [00:39<00:29, 122.10it/s]
    Epoch 0:  89%|████████▉ | 30123/33666 [16:22<01:55, 30.67it/s, loss=4.2, v_num=0]

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    Epoch 0:  89%|████████▉ | 30124/33666 [16:22<01:55, 30.67it/s, loss=4.2, v_num=0]

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    Epoch 0:  89%|████████▉ | 30125/33666 [16:22<01:55, 30.67it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4876/8416 [00:39<00:28, 122.10it/s]
    Epoch 0:  89%|████████▉ | 30126/33666 [16:22<01:55, 30.67it/s, loss=4.2, v_num=0]

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    Epoch 0:  89%|████████▉ | 30127/33666 [16:22<01:55, 30.67it/s, loss=4.2, v_num=0]

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    Epoch 0:  89%|████████▉ | 30131/33666 [16:22<01:55, 30.68it/s, loss=4.2, v_num=0]

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    Epoch 0:  90%|████████▉ | 30214/33666 [16:22<01:52, 30.74it/s, loss=4.2, v_num=0]

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    Validation DataLoader 0:  60%|█████▉    | 5031/8416 [00:41<00:27, 122.08it/s]
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    Validation DataLoader 0:  60%|█████▉    | 5032/8416 [00:41<00:27, 122.08it/s]
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    Validation DataLoader 0:  60%|█████▉    | 5034/8416 [00:41<00:27, 122.08it/s]
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    Epoch 0:  90%|████████▉ | 30285/33666 [16:23<01:49, 30.79it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5036/8416 [00:41<00:27, 122.07it/s]
    Epoch 0:  90%|████████▉ | 30286/33666 [16:23<01:49, 30.79it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5037/8416 [00:41<00:27, 122.07it/s]
    Epoch 0:  90%|████████▉ | 30287/33666 [16:23<01:49, 30.79it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5038/8416 [00:41<00:27, 122.07it/s]
    Epoch 0:  90%|████████▉ | 30288/33666 [16:23<01:49, 30.80it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5039/8416 [00:41<00:27, 122.07it/s]
    Epoch 0:  90%|████████▉ | 30289/33666 [16:23<01:49, 30.80it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5040/8416 [00:41<00:27, 122.05it/s]
    Epoch 0:  90%|████████▉ | 30290/33666 [16:23<01:49, 30.80it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5041/8416 [00:41<00:27, 122.05it/s]
    Epoch 0:  90%|████████▉ | 30291/33666 [16:23<01:49, 30.80it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5042/8416 [00:41<00:27, 122.05it/s]
    Epoch 0:  90%|████████▉ | 30292/33666 [16:23<01:49, 30.80it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5043/8416 [00:41<00:27, 122.06it/s]
    Epoch 0:  90%|████████▉ | 30293/33666 [16:23<01:49, 30.80it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5044/8416 [00:41<00:27, 122.05it/s]
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    Validation DataLoader 0:  60%|█████▉    | 5045/8416 [00:41<00:27, 122.04it/s]
    Epoch 0:  90%|████████▉ | 30295/33666 [16:23<01:49, 30.80it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5046/8416 [00:41<00:27, 122.04it/s]
    Epoch 0:  90%|████████▉ | 30296/33666 [16:23<01:49, 30.80it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5047/8416 [00:41<00:27, 122.04it/s]
    Epoch 0:  90%|████████▉ | 30297/33666 [16:23<01:49, 30.80it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5048/8416 [00:41<00:27, 122.04it/s]
    Epoch 0:  90%|████████▉ | 30298/33666 [16:23<01:49, 30.80it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5049/8416 [00:41<00:27, 122.04it/s]
    Epoch 0:  90%|████████▉ | 30299/33666 [16:23<01:49, 30.80it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5050/8416 [00:41<00:27, 122.04it/s]
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    Validation DataLoader 0:  60%|██████    | 5051/8416 [00:41<00:27, 122.04it/s]
    Epoch 0:  90%|█████████ | 30301/33666 [16:23<01:49, 30.80it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5052/8416 [00:41<00:27, 122.03it/s]
    Epoch 0:  90%|█████████ | 30302/33666 [16:23<01:49, 30.81it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5053/8416 [00:41<00:27, 122.03it/s]
    Epoch 0:  90%|█████████ | 30303/33666 [16:23<01:49, 30.81it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5054/8416 [00:41<00:27, 122.03it/s]
    Epoch 0:  90%|█████████ | 30304/33666 [16:23<01:49, 30.81it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5055/8416 [00:41<00:27, 122.03it/s]
    Epoch 0:  90%|█████████ | 30305/33666 [16:23<01:49, 30.81it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5056/8416 [00:41<00:27, 122.03it/s]
    Epoch 0:  90%|█████████ | 30306/33666 [16:23<01:49, 30.81it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5057/8416 [00:41<00:27, 122.03it/s]
    Epoch 0:  90%|█████████ | 30307/33666 [16:23<01:49, 30.81it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5058/8416 [00:41<00:27, 122.03it/s]
    Epoch 0:  90%|█████████ | 30308/33666 [16:23<01:48, 30.81it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5059/8416 [00:41<00:27, 122.03it/s]
    Epoch 0:  90%|█████████ | 30309/33666 [16:23<01:48, 30.81it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5060/8416 [00:41<00:27, 122.03it/s]
    Epoch 0:  90%|█████████ | 30310/33666 [16:23<01:48, 30.81it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5061/8416 [00:41<00:27, 122.03it/s]
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    Validation DataLoader 0:  60%|██████    | 5062/8416 [00:41<00:27, 122.03it/s]
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    Validation DataLoader 0:  60%|██████    | 5063/8416 [00:41<00:27, 122.03it/s]
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    Validation DataLoader 0:  60%|██████    | 5064/8416 [00:41<00:27, 122.03it/s]
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    Validation DataLoader 0:  60%|██████    | 5065/8416 [00:41<00:27, 122.03it/s]
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    Validation DataLoader 0:  60%|██████    | 5066/8416 [00:41<00:27, 122.03it/s]
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    Validation DataLoader 0:  60%|██████    | 5067/8416 [00:41<00:27, 122.02it/s]
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    Validation DataLoader 0:  60%|██████    | 5068/8416 [00:41<00:27, 122.02it/s]
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    Validation DataLoader 0:  60%|██████    | 5069/8416 [00:41<00:27, 122.02it/s]
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    Validation DataLoader 0:  60%|██████    | 5070/8416 [00:41<00:27, 122.02it/s]
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    Validation DataLoader 0:  60%|██████    | 5071/8416 [00:41<00:27, 122.02it/s]
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    Validation DataLoader 0:  60%|██████    | 5072/8416 [00:41<00:27, 122.02it/s]
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    Validation DataLoader 0:  60%|██████    | 5073/8416 [00:41<00:27, 122.03it/s]
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    Validation DataLoader 0:  60%|██████    | 5074/8416 [00:41<00:27, 122.03it/s]
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    Validation DataLoader 0:  60%|██████    | 5076/8416 [00:41<00:27, 122.03it/s]
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    Validation DataLoader 0:  60%|██████    | 5078/8416 [00:41<00:27, 122.03it/s]
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    Validation DataLoader 0:  61%|██████    | 5092/8416 [00:41<00:27, 122.02it/s]
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    Epoch 0:  90%|█████████ | 30444/33666 [16:24<01:44, 30.91it/s, loss=4.2, v_num=0]

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    Epoch 0:  90%|█████████ | 30446/33666 [16:24<01:44, 30.91it/s, loss=4.2, v_num=0]

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    Epoch 0:  90%|█████████ | 30454/33666 [16:24<01:43, 30.92it/s, loss=4.2, v_num=0]

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    Epoch 0:  90%|█████████ | 30455/33666 [16:24<01:43, 30.92it/s, loss=4.2, v_num=0]

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    Epoch 0:  90%|█████████ | 30456/33666 [16:24<01:43, 30.92it/s, loss=4.2, v_num=0]

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    Epoch 0:  90%|█████████ | 30457/33666 [16:24<01:43, 30.92it/s, loss=4.2, v_num=0]

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    Epoch 0:  90%|█████████ | 30458/33666 [16:24<01:43, 30.92it/s, loss=4.2, v_num=0]

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    Epoch 0:  90%|█████████ | 30459/33666 [16:24<01:43, 30.92it/s, loss=4.2, v_num=0]

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    Epoch 0:  90%|█████████ | 30461/33666 [16:24<01:43, 30.93it/s, loss=4.2, v_num=0]

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    Epoch 0:  90%|█████████ | 30462/33666 [16:24<01:43, 30.93it/s, loss=4.2, v_num=0]

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    Epoch 0:  90%|█████████ | 30463/33666 [16:24<01:43, 30.93it/s, loss=4.2, v_num=0]

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    Epoch 0:  90%|█████████ | 30464/33666 [16:24<01:43, 30.93it/s, loss=4.2, v_num=0]

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    Epoch 0:  90%|█████████ | 30465/33666 [16:24<01:43, 30.93it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5216/8416 [00:42<00:26, 122.03it/s]
    Epoch 0:  90%|█████████ | 30466/33666 [16:25<01:43, 30.93it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5217/8416 [00:42<00:26, 122.03it/s]
    Epoch 0:  90%|█████████ | 30467/33666 [16:25<01:43, 30.93it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30468/33666 [16:25<01:43, 30.93it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5219/8416 [00:42<00:26, 122.03it/s]
    Epoch 0:  91%|█████████ | 30469/33666 [16:25<01:43, 30.93it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5220/8416 [00:42<00:26, 122.02it/s]
    Epoch 0:  91%|█████████ | 30470/33666 [16:25<01:43, 30.93it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5221/8416 [00:42<00:26, 122.02it/s]
    Epoch 0:  91%|█████████ | 30471/33666 [16:25<01:43, 30.93it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5222/8416 [00:42<00:26, 122.03it/s]
    Epoch 0:  91%|█████████ | 30472/33666 [16:25<01:43, 30.93it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5223/8416 [00:42<00:26, 122.03it/s]
    Epoch 0:  91%|█████████ | 30473/33666 [16:25<01:43, 30.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5224/8416 [00:42<00:26, 122.03it/s]
    Epoch 0:  91%|█████████ | 30474/33666 [16:25<01:43, 30.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5225/8416 [00:42<00:26, 122.03it/s]
    Epoch 0:  91%|█████████ | 30475/33666 [16:25<01:43, 30.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5226/8416 [00:42<00:26, 122.03it/s]
    Epoch 0:  91%|█████████ | 30476/33666 [16:25<01:43, 30.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5227/8416 [00:42<00:26, 122.03it/s]
    Epoch 0:  91%|█████████ | 30477/33666 [16:25<01:43, 30.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5228/8416 [00:42<00:26, 122.03it/s]
    Epoch 0:  91%|█████████ | 30478/33666 [16:25<01:43, 30.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5229/8416 [00:42<00:26, 122.03it/s]
    Epoch 0:  91%|█████████ | 30479/33666 [16:25<01:43, 30.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5230/8416 [00:42<00:26, 122.03it/s]
    Epoch 0:  91%|█████████ | 30480/33666 [16:25<01:42, 30.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5231/8416 [00:42<00:26, 122.03it/s]
    Epoch 0:  91%|█████████ | 30481/33666 [16:25<01:42, 30.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5232/8416 [00:42<00:26, 122.03it/s]
    Epoch 0:  91%|█████████ | 30482/33666 [16:25<01:42, 30.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5233/8416 [00:42<00:26, 122.03it/s]
    Epoch 0:  91%|█████████ | 30483/33666 [16:25<01:42, 30.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5234/8416 [00:42<00:26, 122.03it/s]
    Epoch 0:  91%|█████████ | 30484/33666 [16:25<01:42, 30.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5235/8416 [00:42<00:26, 122.03it/s]
    Epoch 0:  91%|█████████ | 30485/33666 [16:25<01:42, 30.94it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5236/8416 [00:42<00:26, 122.03it/s]
    Epoch 0:  91%|█████████ | 30486/33666 [16:25<01:42, 30.95it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5237/8416 [00:42<00:26, 122.03it/s]
    Epoch 0:  91%|█████████ | 30487/33666 [16:25<01:42, 30.95it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5238/8416 [00:42<00:26, 122.03it/s]
    Epoch 0:  91%|█████████ | 30488/33666 [16:25<01:42, 30.95it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30489/33666 [16:25<01:42, 30.95it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30490/33666 [16:25<01:42, 30.95it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5241/8416 [00:42<00:26, 122.03it/s]
    Epoch 0:  91%|█████████ | 30491/33666 [16:25<01:42, 30.95it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5242/8416 [00:42<00:26, 122.04it/s]
    Epoch 0:  91%|█████████ | 30492/33666 [16:25<01:42, 30.95it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5243/8416 [00:42<00:26, 122.04it/s]
    Epoch 0:  91%|█████████ | 30493/33666 [16:25<01:42, 30.95it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5244/8416 [00:42<00:25, 122.04it/s]
    Epoch 0:  91%|█████████ | 30494/33666 [16:25<01:42, 30.95it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5245/8416 [00:42<00:25, 122.04it/s]
    Epoch 0:  91%|█████████ | 30495/33666 [16:25<01:42, 30.95it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5246/8416 [00:42<00:25, 122.04it/s]
    Epoch 0:  91%|█████████ | 30496/33666 [16:25<01:42, 30.95it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5247/8416 [00:42<00:25, 122.04it/s]
    Epoch 0:  91%|█████████ | 30497/33666 [16:25<01:42, 30.95it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5248/8416 [00:43<00:25, 122.04it/s]
    Epoch 0:  91%|█████████ | 30498/33666 [16:25<01:42, 30.95it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5249/8416 [00:43<00:25, 122.04it/s]
    Epoch 0:  91%|█████████ | 30499/33666 [16:25<01:42, 30.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5250/8416 [00:43<00:25, 122.04it/s]
    Epoch 0:  91%|█████████ | 30500/33666 [16:25<01:42, 30.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5251/8416 [00:43<00:25, 122.04it/s]
    Epoch 0:  91%|█████████ | 30501/33666 [16:25<01:42, 30.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5252/8416 [00:43<00:25, 122.04it/s]
    Epoch 0:  91%|█████████ | 30502/33666 [16:25<01:42, 30.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5253/8416 [00:43<00:25, 122.04it/s]
    Epoch 0:  91%|█████████ | 30503/33666 [16:25<01:42, 30.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5254/8416 [00:43<00:25, 122.04it/s]
    Epoch 0:  91%|█████████ | 30504/33666 [16:25<01:42, 30.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5255/8416 [00:43<00:25, 122.04it/s]
    Epoch 0:  91%|█████████ | 30505/33666 [16:25<01:42, 30.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5256/8416 [00:43<00:25, 122.04it/s]
    Epoch 0:  91%|█████████ | 30506/33666 [16:25<01:42, 30.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5257/8416 [00:43<00:25, 122.04it/s]
    Epoch 0:  91%|█████████ | 30507/33666 [16:25<01:42, 30.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5258/8416 [00:43<00:25, 122.04it/s]
    Epoch 0:  91%|█████████ | 30508/33666 [16:25<01:41, 30.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5259/8416 [00:43<00:25, 122.04it/s]
    Epoch 0:  91%|█████████ | 30509/33666 [16:25<01:41, 30.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  62%|██████▎   | 5260/8416 [00:43<00:25, 122.04it/s]
    Epoch 0:  91%|█████████ | 30510/33666 [16:25<01:41, 30.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5261/8416 [00:43<00:25, 122.04it/s]
    Epoch 0:  91%|█████████ | 30511/33666 [16:25<01:41, 30.96it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5262/8416 [00:43<00:25, 122.04it/s]
    Epoch 0:  91%|█████████ | 30512/33666 [16:25<01:41, 30.96it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30513/33666 [16:25<01:41, 30.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5264/8416 [00:43<00:25, 122.04it/s]
    Epoch 0:  91%|█████████ | 30514/33666 [16:25<01:41, 30.97it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30515/33666 [16:25<01:41, 30.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5266/8416 [00:43<00:25, 122.05it/s]
    Epoch 0:  91%|█████████ | 30516/33666 [16:25<01:41, 30.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5267/8416 [00:43<00:25, 122.05it/s]
    Epoch 0:  91%|█████████ | 30517/33666 [16:25<01:41, 30.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5268/8416 [00:43<00:25, 122.05it/s]
    Epoch 0:  91%|█████████ | 30518/33666 [16:25<01:41, 30.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5269/8416 [00:43<00:25, 122.05it/s]
    Epoch 0:  91%|█████████ | 30519/33666 [16:25<01:41, 30.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5270/8416 [00:43<00:25, 122.05it/s]
    Epoch 0:  91%|█████████ | 30520/33666 [16:25<01:41, 30.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5271/8416 [00:43<00:25, 122.05it/s]
    Epoch 0:  91%|█████████ | 30521/33666 [16:25<01:41, 30.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5272/8416 [00:43<00:25, 122.05it/s]
    Epoch 0:  91%|█████████ | 30522/33666 [16:25<01:41, 30.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5273/8416 [00:43<00:25, 122.05it/s]
    Epoch 0:  91%|█████████ | 30523/33666 [16:25<01:41, 30.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5274/8416 [00:43<00:25, 122.05it/s]
    Epoch 0:  91%|█████████ | 30524/33666 [16:25<01:41, 30.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5275/8416 [00:43<00:25, 122.05it/s]
    Epoch 0:  91%|█████████ | 30525/33666 [16:25<01:41, 30.97it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5276/8416 [00:43<00:25, 122.05it/s]
    Epoch 0:  91%|█████████ | 30526/33666 [16:25<01:41, 30.98it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5277/8416 [00:43<00:25, 122.05it/s]
    Epoch 0:  91%|█████████ | 30527/33666 [16:25<01:41, 30.98it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30528/33666 [16:25<01:41, 30.98it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30529/33666 [16:25<01:41, 30.98it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30530/33666 [16:25<01:41, 30.98it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30532/33666 [16:25<01:41, 30.98it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30534/33666 [16:25<01:41, 30.98it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30535/33666 [16:25<01:41, 30.98it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30536/33666 [16:25<01:41, 30.98it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5287/8416 [00:43<00:25, 122.06it/s]
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    Epoch 0:  91%|█████████ | 30544/33666 [16:25<01:40, 30.99it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30545/33666 [16:25<01:40, 30.99it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30547/33666 [16:25<01:40, 30.99it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30548/33666 [16:25<01:40, 30.99it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30549/33666 [16:25<01:40, 30.99it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30550/33666 [16:25<01:40, 30.99it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30551/33666 [16:25<01:40, 30.99it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30552/33666 [16:25<01:40, 31.00it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30553/33666 [16:25<01:40, 31.00it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30554/33666 [16:25<01:40, 31.00it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30555/33666 [16:25<01:40, 31.00it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30556/33666 [16:25<01:40, 31.00it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30557/33666 [16:25<01:40, 31.00it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30558/33666 [16:25<01:40, 31.00it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30559/33666 [16:25<01:40, 31.00it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30560/33666 [16:25<01:40, 31.00it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30561/33666 [16:25<01:40, 31.00it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30562/33666 [16:25<01:40, 31.00it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30563/33666 [16:25<01:40, 31.00it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30564/33666 [16:25<01:40, 31.00it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30565/33666 [16:25<01:40, 31.01it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30566/33666 [16:25<01:39, 31.01it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30567/33666 [16:25<01:39, 31.01it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30568/33666 [16:25<01:39, 31.01it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30569/33666 [16:25<01:39, 31.01it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30570/33666 [16:25<01:39, 31.01it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30571/33666 [16:25<01:39, 31.01it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5322/8416 [00:43<00:25, 122.05it/s]
    Epoch 0:  91%|█████████ | 30572/33666 [16:25<01:39, 31.01it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30573/33666 [16:25<01:39, 31.01it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30574/33666 [16:25<01:39, 31.01it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30575/33666 [16:25<01:39, 31.01it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5326/8416 [00:43<00:25, 122.05it/s]
    Epoch 0:  91%|█████████ | 30576/33666 [16:25<01:39, 31.01it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30577/33666 [16:25<01:39, 31.01it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30578/33666 [16:25<01:39, 31.01it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30579/33666 [16:25<01:39, 31.02it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30580/33666 [16:25<01:39, 31.02it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5331/8416 [00:43<00:25, 122.04it/s]
    Epoch 0:  91%|█████████ | 30581/33666 [16:25<01:39, 31.02it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30582/33666 [16:25<01:39, 31.02it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30583/33666 [16:25<01:39, 31.02it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30584/33666 [16:25<01:39, 31.02it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30585/33666 [16:25<01:39, 31.02it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30586/33666 [16:25<01:39, 31.02it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5337/8416 [00:43<00:25, 122.04it/s]
    Epoch 0:  91%|█████████ | 30587/33666 [16:25<01:39, 31.02it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30588/33666 [16:25<01:39, 31.02it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30589/33666 [16:26<01:39, 31.02it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30590/33666 [16:26<01:39, 31.02it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30591/33666 [16:26<01:39, 31.02it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30592/33666 [16:26<01:39, 31.03it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5343/8416 [00:43<00:25, 122.04it/s]
    Epoch 0:  91%|█████████ | 30593/33666 [16:26<01:39, 31.03it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30594/33666 [16:26<01:39, 31.03it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30595/33666 [16:26<01:38, 31.03it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5346/8416 [00:43<00:25, 122.04it/s]
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    Validation DataLoader 0:  64%|██████▎   | 5347/8416 [00:43<00:25, 122.04it/s]
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    Validation DataLoader 0:  64%|██████▎   | 5348/8416 [00:43<00:25, 122.04it/s]
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    Epoch 0:  91%|█████████ | 30599/33666 [16:26<01:38, 31.03it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30600/33666 [16:26<01:38, 31.03it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5351/8416 [00:43<00:25, 122.02it/s]
    Epoch 0:  91%|█████████ | 30601/33666 [16:26<01:38, 31.03it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5352/8416 [00:43<00:25, 122.02it/s]
    Epoch 0:  91%|█████████ | 30602/33666 [16:26<01:38, 31.03it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5353/8416 [00:43<00:25, 122.02it/s]
    Epoch 0:  91%|█████████ | 30603/33666 [16:26<01:38, 31.03it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5354/8416 [00:43<00:25, 122.01it/s]
    Epoch 0:  91%|█████████ | 30604/33666 [16:26<01:38, 31.03it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30605/33666 [16:26<01:38, 31.03it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5356/8416 [00:43<00:25, 122.01it/s]
    Epoch 0:  91%|█████████ | 30606/33666 [16:26<01:38, 31.04it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5357/8416 [00:43<00:25, 122.01it/s]
    Epoch 0:  91%|█████████ | 30607/33666 [16:26<01:38, 31.04it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5358/8416 [00:43<00:25, 122.01it/s]
    Epoch 0:  91%|█████████ | 30608/33666 [16:26<01:38, 31.04it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30609/33666 [16:26<01:38, 31.04it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5360/8416 [00:43<00:25, 122.01it/s]
    Epoch 0:  91%|█████████ | 30610/33666 [16:26<01:38, 31.04it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5361/8416 [00:43<00:25, 122.01it/s]
    Epoch 0:  91%|█████████ | 30611/33666 [16:26<01:38, 31.04it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30613/33666 [16:26<01:38, 31.04it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30614/33666 [16:26<01:38, 31.04it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30615/33666 [16:26<01:38, 31.04it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5366/8416 [00:43<00:24, 122.01it/s]
    Epoch 0:  91%|█████████ | 30616/33666 [16:26<01:38, 31.04it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30617/33666 [16:26<01:38, 31.04it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30618/33666 [16:26<01:38, 31.04it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30619/33666 [16:26<01:38, 31.05it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30634/33666 [16:26<01:37, 31.06it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30635/33666 [16:26<01:37, 31.06it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30636/33666 [16:26<01:37, 31.06it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30637/33666 [16:26<01:37, 31.06it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30638/33666 [16:26<01:37, 31.06it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30639/33666 [16:26<01:37, 31.06it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30640/33666 [16:26<01:37, 31.06it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30641/33666 [16:26<01:37, 31.06it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30642/33666 [16:26<01:37, 31.06it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5393/8416 [00:44<00:24, 121.99it/s]
    Epoch 0:  91%|█████████ | 30643/33666 [16:26<01:37, 31.06it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5394/8416 [00:44<00:24, 121.99it/s]
    Epoch 0:  91%|█████████ | 30644/33666 [16:26<01:37, 31.06it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5395/8416 [00:44<00:24, 121.99it/s]
    Epoch 0:  91%|█████████ | 30645/33666 [16:26<01:37, 31.06it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5396/8416 [00:44<00:24, 121.99it/s]
    Epoch 0:  91%|█████████ | 30646/33666 [16:26<01:37, 31.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5397/8416 [00:44<00:24, 121.99it/s]
    Epoch 0:  91%|█████████ | 30647/33666 [16:26<01:37, 31.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5398/8416 [00:44<00:24, 121.99it/s]
    Epoch 0:  91%|█████████ | 30648/33666 [16:26<01:37, 31.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5399/8416 [00:44<00:24, 121.99it/s]
    Epoch 0:  91%|█████████ | 30649/33666 [16:26<01:37, 31.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5400/8416 [00:44<00:24, 121.99it/s]
    Epoch 0:  91%|█████████ | 30650/33666 [16:26<01:37, 31.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5401/8416 [00:44<00:24, 121.99it/s]
    Epoch 0:  91%|█████████ | 30651/33666 [16:26<01:37, 31.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5402/8416 [00:44<00:24, 121.99it/s]
    Epoch 0:  91%|█████████ | 30652/33666 [16:26<01:37, 31.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5403/8416 [00:44<00:24, 121.99it/s]
    Epoch 0:  91%|█████████ | 30653/33666 [16:26<01:36, 31.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5404/8416 [00:44<00:24, 121.99it/s]
    Epoch 0:  91%|█████████ | 30654/33666 [16:26<01:36, 31.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5405/8416 [00:44<00:24, 121.99it/s]
    Epoch 0:  91%|█████████ | 30655/33666 [16:26<01:36, 31.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5406/8416 [00:44<00:24, 121.99it/s]
    Epoch 0:  91%|█████████ | 30656/33666 [16:26<01:36, 31.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5407/8416 [00:44<00:24, 121.99it/s]
    Epoch 0:  91%|█████████ | 30657/33666 [16:26<01:36, 31.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5408/8416 [00:44<00:24, 121.99it/s]
    Epoch 0:  91%|█████████ | 30658/33666 [16:26<01:36, 31.07it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5409/8416 [00:44<00:24, 121.99it/s]
    Epoch 0:  91%|█████████ | 30659/33666 [16:26<01:36, 31.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5410/8416 [00:44<00:24, 121.99it/s]
    Epoch 0:  91%|█████████ | 30660/33666 [16:26<01:36, 31.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5411/8416 [00:44<00:24, 121.99it/s]
    Epoch 0:  91%|█████████ | 30661/33666 [16:26<01:36, 31.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5412/8416 [00:44<00:24, 122.00it/s]
    Epoch 0:  91%|█████████ | 30662/33666 [16:26<01:36, 31.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5413/8416 [00:44<00:24, 122.00it/s]
    Epoch 0:  91%|█████████ | 30663/33666 [16:26<01:36, 31.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5414/8416 [00:44<00:24, 122.00it/s]
    Epoch 0:  91%|█████████ | 30664/33666 [16:26<01:36, 31.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5415/8416 [00:44<00:24, 122.00it/s]
    Epoch 0:  91%|█████████ | 30665/33666 [16:26<01:36, 31.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5416/8416 [00:44<00:24, 122.00it/s]
    Epoch 0:  91%|█████████ | 30666/33666 [16:26<01:36, 31.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5417/8416 [00:44<00:24, 122.00it/s]
    Epoch 0:  91%|█████████ | 30667/33666 [16:26<01:36, 31.08it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30668/33666 [16:26<01:36, 31.08it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5419/8416 [00:44<00:24, 122.00it/s]
    Epoch 0:  91%|█████████ | 30669/33666 [16:26<01:36, 31.08it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30670/33666 [16:26<01:36, 31.08it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30671/33666 [16:26<01:36, 31.08it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30672/33666 [16:26<01:36, 31.09it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30673/33666 [16:26<01:36, 31.09it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30674/33666 [16:26<01:36, 31.09it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5425/8416 [00:44<00:24, 122.00it/s]
    Epoch 0:  91%|█████████ | 30675/33666 [16:26<01:36, 31.09it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30676/33666 [16:26<01:36, 31.09it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5427/8416 [00:44<00:24, 122.00it/s]
    Epoch 0:  91%|█████████ | 30677/33666 [16:26<01:36, 31.09it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30678/33666 [16:26<01:36, 31.09it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5429/8416 [00:44<00:24, 122.00it/s]
    Epoch 0:  91%|█████████ | 30679/33666 [16:26<01:36, 31.09it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5430/8416 [00:44<00:24, 122.00it/s]
    Epoch 0:  91%|█████████ | 30680/33666 [16:26<01:36, 31.09it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5431/8416 [00:44<00:24, 122.00it/s]
    Epoch 0:  91%|█████████ | 30681/33666 [16:26<01:36, 31.09it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30682/33666 [16:26<01:35, 31.09it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5433/8416 [00:44<00:24, 122.00it/s]
    Epoch 0:  91%|█████████ | 30683/33666 [16:26<01:35, 31.09it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5434/8416 [00:44<00:24, 122.00it/s]
    Epoch 0:  91%|█████████ | 30684/33666 [16:26<01:35, 31.09it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5435/8416 [00:44<00:24, 122.00it/s]
    Epoch 0:  91%|█████████ | 30685/33666 [16:26<01:35, 31.10it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5436/8416 [00:44<00:24, 122.00it/s]
    Epoch 0:  91%|█████████ | 30686/33666 [16:26<01:35, 31.10it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5437/8416 [00:44<00:24, 122.00it/s]
    Epoch 0:  91%|█████████ | 30687/33666 [16:26<01:35, 31.10it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30688/33666 [16:26<01:35, 31.10it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30689/33666 [16:26<01:35, 31.10it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5440/8416 [00:44<00:24, 122.00it/s]
    Epoch 0:  91%|█████████ | 30690/33666 [16:26<01:35, 31.10it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30691/33666 [16:26<01:35, 31.10it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5442/8416 [00:44<00:24, 122.00it/s]
    Epoch 0:  91%|█████████ | 30692/33666 [16:26<01:35, 31.10it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5443/8416 [00:44<00:24, 122.00it/s]
    Epoch 0:  91%|█████████ | 30693/33666 [16:26<01:35, 31.10it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5444/8416 [00:44<00:24, 122.00it/s]
    Epoch 0:  91%|█████████ | 30694/33666 [16:26<01:35, 31.10it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30695/33666 [16:26<01:35, 31.10it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5446/8416 [00:44<00:24, 122.00it/s]
    Epoch 0:  91%|█████████ | 30696/33666 [16:26<01:35, 31.10it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5447/8416 [00:44<00:24, 122.00it/s]
    Epoch 0:  91%|█████████ | 30697/33666 [16:26<01:35, 31.10it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5448/8416 [00:44<00:24, 122.00it/s]
    Epoch 0:  91%|█████████ | 30698/33666 [16:26<01:35, 31.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5449/8416 [00:44<00:24, 122.00it/s]
    Epoch 0:  91%|█████████ | 30699/33666 [16:26<01:35, 31.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5450/8416 [00:44<00:24, 121.99it/s]
    Epoch 0:  91%|█████████ | 30700/33666 [16:26<01:35, 31.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5451/8416 [00:44<00:24, 122.00it/s]
    Epoch 0:  91%|█████████ | 30701/33666 [16:26<01:35, 31.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5452/8416 [00:44<00:24, 122.00it/s]
    Epoch 0:  91%|█████████ | 30702/33666 [16:26<01:35, 31.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5453/8416 [00:44<00:24, 121.98it/s]
    Epoch 0:  91%|█████████ | 30703/33666 [16:26<01:35, 31.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5454/8416 [00:44<00:24, 121.98it/s]
    Epoch 0:  91%|█████████ | 30704/33666 [16:26<01:35, 31.11it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30705/33666 [16:26<01:35, 31.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5456/8416 [00:44<00:24, 121.98it/s]
    Epoch 0:  91%|█████████ | 30706/33666 [16:26<01:35, 31.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5457/8416 [00:44<00:24, 121.98it/s]
    Epoch 0:  91%|█████████ | 30707/33666 [16:26<01:35, 31.11it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30708/33666 [16:27<01:35, 31.11it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30709/33666 [16:27<01:35, 31.11it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30710/33666 [16:27<01:35, 31.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5461/8416 [00:44<00:24, 121.98it/s]
    Epoch 0:  91%|█████████ | 30711/33666 [16:27<01:34, 31.11it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5462/8416 [00:44<00:24, 121.98it/s]
    Epoch 0:  91%|█████████ | 30712/33666 [16:27<01:34, 31.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5463/8416 [00:44<00:24, 121.99it/s]
    Epoch 0:  91%|█████████ | 30713/33666 [16:27<01:34, 31.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5464/8416 [00:44<00:24, 121.99it/s]
    Epoch 0:  91%|█████████ | 30714/33666 [16:27<01:34, 31.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5465/8416 [00:44<00:24, 121.99it/s]
    Epoch 0:  91%|█████████ | 30715/33666 [16:27<01:34, 31.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5466/8416 [00:44<00:24, 121.99it/s]
    Epoch 0:  91%|█████████ | 30716/33666 [16:27<01:34, 31.12it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30717/33666 [16:27<01:34, 31.12it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30718/33666 [16:27<01:34, 31.12it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████ | 30719/33666 [16:27<01:34, 31.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5470/8416 [00:44<00:24, 121.99it/s]
    Epoch 0:  91%|█████████ | 30720/33666 [16:27<01:34, 31.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5471/8416 [00:44<00:24, 121.99it/s]
    Epoch 0:  91%|█████████▏| 30721/33666 [16:27<01:34, 31.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5472/8416 [00:44<00:24, 121.99it/s]
    Epoch 0:  91%|█████████▏| 30722/33666 [16:27<01:34, 31.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5473/8416 [00:44<00:24, 122.00it/s]
    Epoch 0:  91%|█████████▏| 30723/33666 [16:27<01:34, 31.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5474/8416 [00:44<00:24, 122.00it/s]
    Epoch 0:  91%|█████████▏| 30724/33666 [16:27<01:34, 31.12it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5475/8416 [00:44<00:24, 122.00it/s]
    Epoch 0:  91%|█████████▏| 30725/33666 [16:27<01:34, 31.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5476/8416 [00:44<00:24, 122.00it/s]
    Epoch 0:  91%|█████████▏| 30726/33666 [16:27<01:34, 31.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5477/8416 [00:44<00:24, 122.00it/s]
    Epoch 0:  91%|█████████▏| 30727/33666 [16:27<01:34, 31.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5478/8416 [00:44<00:24, 122.00it/s]
    Epoch 0:  91%|█████████▏| 30728/33666 [16:27<01:34, 31.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5479/8416 [00:44<00:24, 122.00it/s]
    Epoch 0:  91%|█████████▏| 30729/33666 [16:27<01:34, 31.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5480/8416 [00:44<00:24, 122.00it/s]
    Epoch 0:  91%|█████████▏| 30730/33666 [16:27<01:34, 31.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5481/8416 [00:44<00:24, 122.00it/s]
    Epoch 0:  91%|█████████▏| 30731/33666 [16:27<01:34, 31.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5482/8416 [00:44<00:24, 122.00it/s]
    Epoch 0:  91%|█████████▏| 30732/33666 [16:27<01:34, 31.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5483/8416 [00:44<00:24, 122.01it/s]
    Epoch 0:  91%|█████████▏| 30733/33666 [16:27<01:34, 31.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5484/8416 [00:44<00:24, 122.01it/s]
    Epoch 0:  91%|█████████▏| 30734/33666 [16:27<01:34, 31.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5485/8416 [00:44<00:24, 122.01it/s]
    Epoch 0:  91%|█████████▏| 30735/33666 [16:27<01:34, 31.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5486/8416 [00:44<00:24, 122.01it/s]
    Epoch 0:  91%|█████████▏| 30736/33666 [16:27<01:34, 31.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5487/8416 [00:44<00:24, 122.01it/s]
    Epoch 0:  91%|█████████▏| 30737/33666 [16:27<01:34, 31.13it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5488/8416 [00:44<00:23, 122.01it/s]
    Epoch 0:  91%|█████████▏| 30738/33666 [16:27<01:34, 31.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5489/8416 [00:44<00:23, 122.01it/s]
    Epoch 0:  91%|█████████▏| 30739/33666 [16:27<01:34, 31.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5490/8416 [00:44<00:23, 122.01it/s]
    Epoch 0:  91%|█████████▏| 30740/33666 [16:27<01:33, 31.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5491/8416 [00:45<00:23, 122.01it/s]
    Epoch 0:  91%|█████████▏| 30741/33666 [16:27<01:33, 31.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5492/8416 [00:45<00:23, 122.01it/s]
    Epoch 0:  91%|█████████▏| 30742/33666 [16:27<01:33, 31.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5493/8416 [00:45<00:23, 122.02it/s]
    Epoch 0:  91%|█████████▏| 30743/33666 [16:27<01:33, 31.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5494/8416 [00:45<00:23, 122.02it/s]
    Epoch 0:  91%|█████████▏| 30744/33666 [16:27<01:33, 31.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5495/8416 [00:45<00:23, 122.02it/s]
    Epoch 0:  91%|█████████▏| 30745/33666 [16:27<01:33, 31.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5496/8416 [00:45<00:23, 122.02it/s]
    Epoch 0:  91%|█████████▏| 30746/33666 [16:27<01:33, 31.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5497/8416 [00:45<00:23, 122.02it/s]
    Epoch 0:  91%|█████████▏| 30747/33666 [16:27<01:33, 31.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5498/8416 [00:45<00:23, 122.02it/s]
    Epoch 0:  91%|█████████▏| 30748/33666 [16:27<01:33, 31.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5499/8416 [00:45<00:23, 122.02it/s]
    Epoch 0:  91%|█████████▏| 30749/33666 [16:27<01:33, 31.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5500/8416 [00:45<00:23, 122.02it/s]
    Epoch 0:  91%|█████████▏| 30750/33666 [16:27<01:33, 31.14it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5501/8416 [00:45<00:23, 122.02it/s]
    Epoch 0:  91%|█████████▏| 30751/33666 [16:27<01:33, 31.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5502/8416 [00:45<00:23, 122.02it/s]
    Epoch 0:  91%|█████████▏| 30752/33666 [16:27<01:33, 31.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5503/8416 [00:45<00:23, 122.03it/s]
    Epoch 0:  91%|█████████▏| 30753/33666 [16:27<01:33, 31.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5504/8416 [00:45<00:23, 122.03it/s]
    Epoch 0:  91%|█████████▏| 30754/33666 [16:27<01:33, 31.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5505/8416 [00:45<00:23, 122.03it/s]
    Epoch 0:  91%|█████████▏| 30755/33666 [16:27<01:33, 31.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5506/8416 [00:45<00:23, 122.03it/s]
    Epoch 0:  91%|█████████▏| 30756/33666 [16:27<01:33, 31.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5507/8416 [00:45<00:23, 122.03it/s]
    Epoch 0:  91%|█████████▏| 30757/33666 [16:27<01:33, 31.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5508/8416 [00:45<00:23, 122.03it/s]
    Epoch 0:  91%|█████████▏| 30758/33666 [16:27<01:33, 31.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5509/8416 [00:45<00:23, 122.03it/s]
    Epoch 0:  91%|█████████▏| 30759/33666 [16:27<01:33, 31.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5510/8416 [00:45<00:23, 122.03it/s]
    Epoch 0:  91%|█████████▏| 30760/33666 [16:27<01:33, 31.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5511/8416 [00:45<00:23, 122.03it/s]
    Epoch 0:  91%|█████████▏| 30761/33666 [16:27<01:33, 31.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5512/8416 [00:45<00:23, 122.03it/s]
    Epoch 0:  91%|█████████▏| 30762/33666 [16:27<01:33, 31.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5513/8416 [00:45<00:23, 122.03it/s]
    Epoch 0:  91%|█████████▏| 30763/33666 [16:27<01:33, 31.15it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5514/8416 [00:45<00:23, 122.03it/s]
    Epoch 0:  91%|█████████▏| 30764/33666 [16:27<01:33, 31.16it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5515/8416 [00:45<00:23, 122.03it/s]
    Epoch 0:  91%|█████████▏| 30765/33666 [16:27<01:33, 31.16it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5516/8416 [00:45<00:23, 122.03it/s]
    Epoch 0:  91%|█████████▏| 30766/33666 [16:27<01:33, 31.16it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5517/8416 [00:45<00:23, 122.03it/s]
    Epoch 0:  91%|█████████▏| 30767/33666 [16:27<01:33, 31.16it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5518/8416 [00:45<00:23, 122.03it/s]
    Epoch 0:  91%|█████████▏| 30768/33666 [16:27<01:33, 31.16it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5519/8416 [00:45<00:23, 122.03it/s]
    Epoch 0:  91%|█████████▏| 30769/33666 [16:27<01:32, 31.16it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5520/8416 [00:45<00:23, 122.03it/s]
    Epoch 0:  91%|█████████▏| 30770/33666 [16:27<01:32, 31.16it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5521/8416 [00:45<00:23, 122.03it/s]
    Epoch 0:  91%|█████████▏| 30771/33666 [16:27<01:32, 31.16it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5522/8416 [00:45<00:23, 122.03it/s]
    Epoch 0:  91%|█████████▏| 30772/33666 [16:27<01:32, 31.16it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5523/8416 [00:45<00:23, 122.03it/s]
    Epoch 0:  91%|█████████▏| 30773/33666 [16:27<01:32, 31.16it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5524/8416 [00:45<00:23, 122.03it/s]
    Epoch 0:  91%|█████████▏| 30774/33666 [16:27<01:32, 31.16it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5525/8416 [00:45<00:23, 122.04it/s]
    Epoch 0:  91%|█████████▏| 30775/33666 [16:27<01:32, 31.16it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5526/8416 [00:45<00:23, 122.04it/s]
    Epoch 0:  91%|█████████▏| 30776/33666 [16:27<01:32, 31.16it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5527/8416 [00:45<00:23, 122.04it/s]
    Epoch 0:  91%|█████████▏| 30777/33666 [16:27<01:32, 31.17it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5528/8416 [00:45<00:23, 122.04it/s]
    Epoch 0:  91%|█████████▏| 30778/33666 [16:27<01:32, 31.17it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5529/8416 [00:45<00:23, 122.04it/s]
    Epoch 0:  91%|█████████▏| 30779/33666 [16:27<01:32, 31.17it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5530/8416 [00:45<00:23, 122.04it/s]
    Epoch 0:  91%|█████████▏| 30780/33666 [16:27<01:32, 31.17it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5531/8416 [00:45<00:23, 122.04it/s]
    Epoch 0:  91%|█████████▏| 30781/33666 [16:27<01:32, 31.17it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5532/8416 [00:45<00:23, 122.04it/s]
    Epoch 0:  91%|█████████▏| 30782/33666 [16:27<01:32, 31.17it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5533/8416 [00:45<00:23, 122.04it/s]
    Epoch 0:  91%|█████████▏| 30783/33666 [16:27<01:32, 31.17it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5534/8416 [00:45<00:23, 122.05it/s]
    Epoch 0:  91%|█████████▏| 30784/33666 [16:27<01:32, 31.17it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5535/8416 [00:45<00:23, 122.05it/s]
    Epoch 0:  91%|█████████▏| 30785/33666 [16:27<01:32, 31.17it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5536/8416 [00:45<00:23, 122.05it/s]
    Epoch 0:  91%|█████████▏| 30786/33666 [16:27<01:32, 31.17it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5537/8416 [00:45<00:23, 122.05it/s]
    Epoch 0:  91%|█████████▏| 30787/33666 [16:27<01:32, 31.17it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5538/8416 [00:45<00:23, 122.05it/s]
    Epoch 0:  91%|█████████▏| 30788/33666 [16:27<01:32, 31.17it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5539/8416 [00:45<00:23, 122.05it/s]
    Epoch 0:  91%|█████████▏| 30789/33666 [16:27<01:32, 31.17it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5540/8416 [00:45<00:23, 122.05it/s]
    Epoch 0:  91%|█████████▏| 30790/33666 [16:27<01:32, 31.18it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5541/8416 [00:45<00:23, 122.05it/s]
    Epoch 0:  91%|█████████▏| 30791/33666 [16:27<01:32, 31.18it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5542/8416 [00:45<00:23, 122.05it/s]
    Epoch 0:  91%|█████████▏| 30792/33666 [16:27<01:32, 31.18it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5543/8416 [00:45<00:23, 122.05it/s]
    Epoch 0:  91%|█████████▏| 30793/33666 [16:27<01:32, 31.18it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5544/8416 [00:45<00:23, 122.06it/s]
    Epoch 0:  91%|█████████▏| 30794/33666 [16:27<01:32, 31.18it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5545/8416 [00:45<00:23, 122.06it/s]
    Epoch 0:  91%|█████████▏| 30795/33666 [16:27<01:32, 31.18it/s, loss=4.2, v_num=0]

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    Epoch 0:  91%|█████████▏| 30796/33666 [16:27<01:32, 31.18it/s, loss=4.2, v_num=0]

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    Validation DataLoader 0:  66%|██████▌   | 5571/8416 [00:45<00:23, 122.08it/s]
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    Validation DataLoader 0:  66%|██████▋   | 5581/8416 [00:45<00:23, 122.09it/s]
    Epoch 0:  92%|█████████▏| 30831/33666 [16:27<01:30, 31.21it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5582/8416 [00:45<00:23, 122.09it/s]
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    Validation DataLoader 0:  66%|██████▋   | 5590/8416 [00:45<00:23, 122.09it/s]
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    Validation DataLoader 0:  66%|██████▋   | 5591/8416 [00:45<00:23, 122.09it/s]
    Epoch 0:  92%|█████████▏| 30841/33666 [16:28<01:30, 31.21it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5592/8416 [00:45<00:23, 122.09it/s]
    Epoch 0:  92%|█████████▏| 30842/33666 [16:28<01:30, 31.21it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5593/8416 [00:45<00:23, 122.09it/s]
    Epoch 0:  92%|█████████▏| 30843/33666 [16:28<01:30, 31.22it/s, loss=4.2, v_num=0]

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    Validation DataLoader 0:  67%|██████▋   | 5608/8416 [00:45<00:22, 122.09it/s]
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    Validation DataLoader 0:  67%|██████▋   | 5626/8416 [00:46<00:22, 122.10it/s]
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    Validation DataLoader 0:  67%|██████▋   | 5630/8416 [00:46<00:22, 122.10it/s]
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    Validation DataLoader 0:  67%|██████▋   | 5631/8416 [00:46<00:22, 122.10it/s]
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    Validation DataLoader 0:  67%|██████▋   | 5632/8416 [00:46<00:22, 122.10it/s]
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    Validation DataLoader 0:  67%|██████▋   | 5633/8416 [00:46<00:22, 122.10it/s]
    Epoch 0:  92%|█████████▏| 30883/33666 [16:28<01:29, 31.25it/s, loss=4.2, v_num=0]

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    Epoch 0:  92%|█████████▏| 30884/33666 [16:28<01:29, 31.25it/s, loss=4.2, v_num=0]

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    Epoch 0:  92%|█████████▏| 30885/33666 [16:28<01:28, 31.25it/s, loss=4.2, v_num=0]

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    Epoch 0:  92%|█████████▏| 30886/33666 [16:28<01:28, 31.25it/s, loss=4.2, v_num=0]

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    Epoch 0:  92%|█████████▏| 30888/33666 [16:28<01:28, 31.25it/s, loss=4.2, v_num=0]

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    Epoch 0:  92%|█████████▏| 30889/33666 [16:28<01:28, 31.25it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5640/8416 [00:46<00:22, 122.10it/s]
    Epoch 0:  92%|█████████▏| 30890/33666 [16:28<01:28, 31.25it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5641/8416 [00:46<00:22, 122.10it/s]
    Epoch 0:  92%|█████████▏| 30891/33666 [16:28<01:28, 31.25it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5642/8416 [00:46<00:22, 122.10it/s]
    Epoch 0:  92%|█████████▏| 30892/33666 [16:28<01:28, 31.25it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5643/8416 [00:46<00:22, 122.10it/s]
    Epoch 0:  92%|█████████▏| 30893/33666 [16:28<01:28, 31.25it/s, loss=4.2, v_num=0]

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    Epoch 0:  92%|█████████▏| 30894/33666 [16:28<01:28, 31.25it/s, loss=4.2, v_num=0]

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    Validation DataLoader 0:  67%|██████▋   | 5646/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30896/33666 [16:28<01:28, 31.26it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5647/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30897/33666 [16:28<01:28, 31.26it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5648/8416 [00:46<00:22, 122.11it/s]
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    Validation DataLoader 0:  67%|██████▋   | 5649/8416 [00:46<00:22, 122.11it/s]
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    Validation DataLoader 0:  67%|██████▋   | 5650/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30900/33666 [16:28<01:28, 31.26it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5651/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30901/33666 [16:28<01:28, 31.26it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5652/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30902/33666 [16:28<01:28, 31.26it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5653/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30903/33666 [16:28<01:28, 31.26it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5654/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30904/33666 [16:28<01:28, 31.26it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5655/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30905/33666 [16:28<01:28, 31.26it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5656/8416 [00:46<00:22, 122.12it/s]
    Epoch 0:  92%|█████████▏| 30906/33666 [16:28<01:28, 31.26it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5657/8416 [00:46<00:22, 122.12it/s]
    Epoch 0:  92%|█████████▏| 30907/33666 [16:28<01:28, 31.26it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5658/8416 [00:46<00:22, 122.12it/s]
    Epoch 0:  92%|█████████▏| 30908/33666 [16:28<01:28, 31.26it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5659/8416 [00:46<00:22, 122.12it/s]
    Epoch 0:  92%|█████████▏| 30909/33666 [16:28<01:28, 31.27it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5660/8416 [00:46<00:22, 122.12it/s]
    Epoch 0:  92%|█████████▏| 30910/33666 [16:28<01:28, 31.27it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5661/8416 [00:46<00:22, 122.12it/s]
    Epoch 0:  92%|█████████▏| 30911/33666 [16:28<01:28, 31.27it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5662/8416 [00:46<00:22, 122.12it/s]
    Epoch 0:  92%|█████████▏| 30912/33666 [16:28<01:28, 31.27it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5663/8416 [00:46<00:22, 122.12it/s]
    Epoch 0:  92%|█████████▏| 30913/33666 [16:28<01:28, 31.27it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5664/8416 [00:46<00:22, 122.12it/s]
    Epoch 0:  92%|█████████▏| 30914/33666 [16:28<01:28, 31.27it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5665/8416 [00:46<00:22, 122.12it/s]
    Epoch 0:  92%|█████████▏| 30915/33666 [16:28<01:27, 31.27it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5666/8416 [00:46<00:22, 122.12it/s]
    Epoch 0:  92%|█████████▏| 30916/33666 [16:28<01:27, 31.27it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5667/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30917/33666 [16:28<01:27, 31.27it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5668/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30918/33666 [16:28<01:27, 31.27it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5669/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30919/33666 [16:28<01:27, 31.27it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5670/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30920/33666 [16:28<01:27, 31.27it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5671/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30921/33666 [16:28<01:27, 31.27it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5672/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30922/33666 [16:28<01:27, 31.28it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5673/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30923/33666 [16:28<01:27, 31.28it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5674/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30924/33666 [16:28<01:27, 31.28it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5675/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30925/33666 [16:28<01:27, 31.28it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5676/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30926/33666 [16:28<01:27, 31.28it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5677/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30927/33666 [16:28<01:27, 31.28it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5678/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30928/33666 [16:28<01:27, 31.28it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5679/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30929/33666 [16:28<01:27, 31.28it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5680/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30930/33666 [16:28<01:27, 31.28it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5681/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30931/33666 [16:28<01:27, 31.28it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5682/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30932/33666 [16:28<01:27, 31.28it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5683/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30933/33666 [16:28<01:27, 31.28it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5684/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30934/33666 [16:28<01:27, 31.28it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5685/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30935/33666 [16:28<01:27, 31.28it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5686/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30936/33666 [16:28<01:27, 31.29it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5687/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30937/33666 [16:28<01:27, 31.29it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5688/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30938/33666 [16:28<01:27, 31.29it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5689/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30939/33666 [16:28<01:27, 31.29it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5690/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30940/33666 [16:28<01:27, 31.29it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5691/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30941/33666 [16:28<01:27, 31.29it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5692/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30942/33666 [16:28<01:27, 31.29it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5693/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30943/33666 [16:28<01:27, 31.29it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5694/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30944/33666 [16:28<01:26, 31.29it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5695/8416 [00:46<00:22, 122.11it/s]
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    Validation DataLoader 0:  68%|██████▊   | 5696/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30946/33666 [16:28<01:26, 31.29it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5697/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30947/33666 [16:28<01:26, 31.29it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5698/8416 [00:46<00:22, 122.11it/s]
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    Validation DataLoader 0:  68%|██████▊   | 5699/8416 [00:46<00:22, 122.11it/s]
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    Validation DataLoader 0:  68%|██████▊   | 5700/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30950/33666 [16:28<01:26, 31.30it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5701/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30951/33666 [16:28<01:26, 31.30it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5702/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30952/33666 [16:28<01:26, 31.30it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5703/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30953/33666 [16:28<01:26, 31.30it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5704/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30954/33666 [16:28<01:26, 31.30it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5705/8416 [00:46<00:22, 122.11it/s]
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    Validation DataLoader 0:  68%|██████▊   | 5706/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30956/33666 [16:28<01:26, 31.30it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5707/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30957/33666 [16:28<01:26, 31.30it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5708/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30958/33666 [16:29<01:26, 31.30it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5709/8416 [00:46<00:22, 122.11it/s]
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    Validation DataLoader 0:  68%|██████▊   | 5710/8416 [00:46<00:22, 122.11it/s]
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    Validation DataLoader 0:  68%|██████▊   | 5711/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30961/33666 [16:29<01:26, 31.30it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5712/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30962/33666 [16:29<01:26, 31.31it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5713/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30963/33666 [16:29<01:26, 31.31it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5714/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30964/33666 [16:29<01:26, 31.31it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5715/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30965/33666 [16:29<01:26, 31.31it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5716/8416 [00:46<00:22, 122.11it/s]
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    Validation DataLoader 0:  68%|██████▊   | 5717/8416 [00:46<00:22, 122.11it/s]
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    Validation DataLoader 0:  68%|██████▊   | 5718/8416 [00:46<00:22, 122.11it/s]
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    Validation DataLoader 0:  68%|██████▊   | 5719/8416 [00:46<00:22, 122.11it/s]
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    Validation DataLoader 0:  68%|██████▊   | 5720/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30970/33666 [16:29<01:26, 31.31it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5721/8416 [00:46<00:22, 122.11it/s]
    Epoch 0:  92%|█████████▏| 30971/33666 [16:29<01:26, 31.31it/s, loss=4.2, v_num=0]

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    Validation DataLoader 0:  68%|██████▊   | 5750/8416 [00:47<00:21, 122.11it/s]
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    Validation DataLoader 0:  68%|██████▊   | 5751/8416 [00:47<00:21, 122.11it/s]
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    Validation DataLoader 0:  68%|██████▊   | 5752/8416 [00:47<00:21, 122.11it/s]
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    Validation DataLoader 0:  68%|██████▊   | 5753/8416 [00:47<00:21, 122.11it/s]
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    Validation DataLoader 0:  68%|██████▊   | 5754/8416 [00:47<00:21, 122.11it/s]
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    Validation DataLoader 0:  68%|██████▊   | 5755/8416 [00:47<00:21, 122.11it/s]
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    Validation DataLoader 0:  68%|██████▊   | 5757/8416 [00:47<00:21, 122.11it/s]
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    Validation DataLoader 0:  68%|██████▊   | 5758/8416 [00:47<00:21, 122.11it/s]
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    Validation DataLoader 0:  68%|██████▊   | 5761/8416 [00:47<00:21, 122.11it/s]
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    Validation DataLoader 0:  68%|██████▊   | 5762/8416 [00:47<00:21, 122.11it/s]
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    Epoch 0:  92%|█████████▏| 31017/33666 [16:29<01:24, 31.35it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5768/8416 [00:47<00:21, 122.11it/s]
    Epoch 0:  92%|█████████▏| 31018/33666 [16:29<01:24, 31.35it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5769/8416 [00:47<00:21, 122.11it/s]
    Epoch 0:  92%|█████████▏| 31019/33666 [16:29<01:24, 31.35it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5770/8416 [00:47<00:21, 122.11it/s]
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    Validation DataLoader 0:  69%|██████▊   | 5771/8416 [00:47<00:21, 122.11it/s]
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    Validation DataLoader 0:  69%|██████▊   | 5781/8416 [00:47<00:21, 122.11it/s]
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    Validation DataLoader 0:  69%|██████▉   | 5841/8416 [00:47<00:21, 122.12it/s]
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    Validation DataLoader 0:  69%|██████▉   | 5842/8416 [00:47<00:21, 122.13it/s]
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    Validation DataLoader 0:  70%|██████▉   | 5852/8416 [00:47<00:20, 122.14it/s]
    Epoch 0:  92%|█████████▏| 31102/33666 [16:30<01:21, 31.41it/s, loss=4.2, v_num=0]

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    Validation DataLoader 0:  70%|██████▉   | 5854/8416 [00:47<00:20, 122.14it/s]
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    Validation DataLoader 0:  70%|██████▉   | 5855/8416 [00:47<00:20, 122.14it/s]
    Epoch 0:  92%|█████████▏| 31105/33666 [16:30<01:21, 31.41it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5856/8416 [00:47<00:20, 122.14it/s]
    Epoch 0:  92%|█████████▏| 31106/33666 [16:30<01:21, 31.41it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5857/8416 [00:47<00:20, 122.14it/s]
    Epoch 0:  92%|█████████▏| 31107/33666 [16:30<01:21, 31.41it/s, loss=4.2, v_num=0]

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    Validation DataLoader 0:  72%|███████▏  | 6076/8416 [00:49<00:19, 122.26it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6078/8416 [00:49<00:19, 122.26it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6079/8416 [00:49<00:19, 122.27it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6080/8416 [00:49<00:19, 122.27it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6081/8416 [00:49<00:19, 122.27it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6082/8416 [00:49<00:19, 122.27it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6083/8416 [00:49<00:19, 122.27it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6084/8416 [00:49<00:19, 122.27it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6085/8416 [00:49<00:19, 122.27it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6086/8416 [00:49<00:19, 122.27it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6087/8416 [00:49<00:19, 122.27it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6088/8416 [00:49<00:19, 122.27it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6089/8416 [00:49<00:19, 122.27it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6090/8416 [00:49<00:19, 122.27it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6091/8416 [00:49<00:19, 122.27it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6092/8416 [00:49<00:19, 122.27it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6093/8416 [00:49<00:18, 122.28it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6094/8416 [00:49<00:18, 122.28it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6095/8416 [00:49<00:18, 122.28it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6096/8416 [00:49<00:18, 122.28it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6097/8416 [00:49<00:18, 122.28it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6098/8416 [00:49<00:18, 122.28it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6099/8416 [00:49<00:18, 122.28it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6100/8416 [00:49<00:18, 122.28it/s]
    Epoch 0:  93%|█████████▎| 31350/33666 [16:32<01:13, 31.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6101/8416 [00:49<00:18, 122.28it/s]
    Epoch 0:  93%|█████████▎| 31351/33666 [16:32<01:13, 31.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6102/8416 [00:49<00:18, 122.28it/s]
    Epoch 0:  93%|█████████▎| 31352/33666 [16:32<01:13, 31.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6103/8416 [00:49<00:18, 122.29it/s]
    Epoch 0:  93%|█████████▎| 31353/33666 [16:32<01:13, 31.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6104/8416 [00:49<00:18, 122.29it/s]
    Epoch 0:  93%|█████████▎| 31354/33666 [16:32<01:13, 31.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6105/8416 [00:49<00:18, 122.29it/s]
    Epoch 0:  93%|█████████▎| 31355/33666 [16:32<01:13, 31.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6106/8416 [00:49<00:18, 122.29it/s]
    Epoch 0:  93%|█████████▎| 31356/33666 [16:32<01:13, 31.60it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6107/8416 [00:49<00:18, 122.29it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6108/8416 [00:49<00:18, 122.29it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6109/8416 [00:49<00:18, 122.29it/s]
    Epoch 0:  93%|█████████▎| 31359/33666 [16:32<01:12, 31.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6110/8416 [00:49<00:18, 122.29it/s]
    Epoch 0:  93%|█████████▎| 31360/33666 [16:32<01:12, 31.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6111/8416 [00:49<00:18, 122.29it/s]
    Epoch 0:  93%|█████████▎| 31361/33666 [16:32<01:12, 31.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6112/8416 [00:49<00:18, 122.29it/s]
    Epoch 0:  93%|█████████▎| 31362/33666 [16:32<01:12, 31.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6113/8416 [00:49<00:18, 122.29it/s]
    Epoch 0:  93%|█████████▎| 31363/33666 [16:32<01:12, 31.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6114/8416 [00:49<00:18, 122.29it/s]
    Epoch 0:  93%|█████████▎| 31364/33666 [16:32<01:12, 31.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6115/8416 [00:50<00:18, 122.30it/s]
    Epoch 0:  93%|█████████▎| 31365/33666 [16:32<01:12, 31.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6116/8416 [00:50<00:18, 122.30it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6117/8416 [00:50<00:18, 122.30it/s]
    Epoch 0:  93%|█████████▎| 31367/33666 [16:32<01:12, 31.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6118/8416 [00:50<00:18, 122.30it/s]
    Epoch 0:  93%|█████████▎| 31368/33666 [16:32<01:12, 31.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6119/8416 [00:50<00:18, 122.30it/s]
    Epoch 0:  93%|█████████▎| 31369/33666 [16:32<01:12, 31.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6120/8416 [00:50<00:18, 122.30it/s]
    Epoch 0:  93%|█████████▎| 31370/33666 [16:32<01:12, 31.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6121/8416 [00:50<00:18, 122.30it/s]
    Epoch 0:  93%|█████████▎| 31371/33666 [16:32<01:12, 31.61it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6122/8416 [00:50<00:18, 122.30it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6123/8416 [00:50<00:18, 122.30it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6124/8416 [00:50<00:18, 122.30it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6125/8416 [00:50<00:18, 122.30it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6126/8416 [00:50<00:18, 122.30it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6127/8416 [00:50<00:18, 122.31it/s]
    Epoch 0:  93%|█████████▎| 31377/33666 [16:32<01:12, 31.62it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6128/8416 [00:50<00:18, 122.31it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6129/8416 [00:50<00:18, 122.31it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6130/8416 [00:50<00:18, 122.31it/s]
    Epoch 0:  93%|█████████▎| 31380/33666 [16:32<01:12, 31.62it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6131/8416 [00:50<00:18, 122.31it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6132/8416 [00:50<00:18, 122.31it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6133/8416 [00:50<00:18, 122.31it/s]
    Epoch 0:  93%|█████████▎| 31383/33666 [16:32<01:12, 31.62it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6134/8416 [00:50<00:18, 122.31it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6135/8416 [00:50<00:18, 122.31it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6136/8416 [00:50<00:18, 122.31it/s]
    Epoch 0:  93%|█████████▎| 31386/33666 [16:32<01:12, 31.63it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6137/8416 [00:50<00:18, 122.31it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6138/8416 [00:50<00:18, 122.31it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6139/8416 [00:50<00:18, 122.32it/s]
    Epoch 0:  93%|█████████▎| 31389/33666 [16:32<01:11, 31.63it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6140/8416 [00:50<00:18, 122.32it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6141/8416 [00:50<00:18, 122.32it/s]
    Epoch 0:  93%|█████████▎| 31391/33666 [16:32<01:11, 31.63it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6142/8416 [00:50<00:18, 122.32it/s]
    Epoch 0:  93%|█████████▎| 31392/33666 [16:32<01:11, 31.63it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6143/8416 [00:50<00:18, 122.32it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6144/8416 [00:50<00:18, 122.32it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6145/8416 [00:50<00:18, 122.32it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6146/8416 [00:50<00:18, 122.32it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6147/8416 [00:50<00:18, 122.32it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6148/8416 [00:50<00:18, 122.32it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6149/8416 [00:50<00:18, 122.32it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6150/8416 [00:50<00:18, 122.33it/s]
    Epoch 0:  93%|█████████▎| 31400/33666 [16:32<01:11, 31.64it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6151/8416 [00:50<00:18, 122.33it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6152/8416 [00:50<00:18, 122.32it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6153/8416 [00:50<00:18, 122.33it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6154/8416 [00:50<00:18, 122.33it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6155/8416 [00:50<00:18, 122.33it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6156/8416 [00:50<00:18, 122.33it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6157/8416 [00:50<00:18, 122.33it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6158/8416 [00:50<00:18, 122.33it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6159/8416 [00:50<00:18, 122.33it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6160/8416 [00:50<00:18, 122.33it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6166/8416 [00:50<00:18, 122.34it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6167/8416 [00:50<00:18, 122.34it/s]
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    Validation DataLoader 0:  74%|███████▎  | 6186/8416 [00:50<00:18, 122.36it/s]
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    Validation DataLoader 0:  74%|███████▎  | 6187/8416 [00:50<00:18, 122.36it/s]
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    Validation DataLoader 0:  74%|███████▎  | 6188/8416 [00:50<00:18, 122.36it/s]
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    Validation DataLoader 0:  74%|███████▎  | 6189/8416 [00:50<00:18, 122.36it/s]
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    Validation DataLoader 0:  74%|███████▎  | 6190/8416 [00:50<00:18, 122.36it/s]
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    Validation DataLoader 0:  74%|███████▎  | 6191/8416 [00:50<00:18, 122.36it/s]
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    Validation DataLoader 0:  74%|███████▎  | 6193/8416 [00:50<00:18, 122.36it/s]
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    Validation DataLoader 0:  74%|███████▎  | 6198/8416 [00:50<00:18, 122.37it/s]
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    Validation DataLoader 0:  74%|███████▎  | 6199/8416 [00:50<00:18, 122.37it/s]
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    Validation DataLoader 0:  74%|███████▎  | 6201/8416 [00:50<00:18, 122.37it/s]
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    Validation DataLoader 0:  74%|███████▎  | 6202/8416 [00:50<00:18, 122.37it/s]
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    Validation DataLoader 0:  74%|███████▎  | 6203/8416 [00:50<00:18, 122.37it/s]
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    Validation DataLoader 0:  74%|███████▎  | 6204/8416 [00:50<00:18, 122.37it/s]
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    Validation DataLoader 0:  74%|███████▎  | 6205/8416 [00:50<00:18, 122.37it/s]
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    Validation DataLoader 0:  74%|███████▎  | 6206/8416 [00:50<00:18, 122.37it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6207/8416 [00:50<00:18, 122.37it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6223/8416 [00:50<00:17, 122.38it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6228/8416 [00:50<00:17, 122.39it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6231/8416 [00:50<00:17, 122.39it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6239/8416 [00:50<00:17, 122.39it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6241/8416 [00:50<00:17, 122.39it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6242/8416 [00:51<00:17, 122.39it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6244/8416 [00:51<00:17, 122.39it/s]
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    Validation DataLoader 0:  76%|███████▌  | 6381/8416 [00:52<00:16, 122.47it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6513/8416 [00:53<00:15, 122.56it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6514/8416 [00:53<00:15, 122.56it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6515/8416 [00:53<00:15, 122.56it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6516/8416 [00:53<00:15, 122.56it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6517/8416 [00:53<00:15, 122.56it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6519/8416 [00:53<00:15, 122.56it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6520/8416 [00:53<00:15, 122.56it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6527/8416 [00:53<00:15, 122.57it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6529/8416 [00:53<00:15, 122.57it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6530/8416 [00:53<00:15, 122.57it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6531/8416 [00:53<00:15, 122.57it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6532/8416 [00:53<00:15, 122.57it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6533/8416 [00:53<00:15, 122.57it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6534/8416 [00:53<00:15, 122.57it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6535/8416 [00:53<00:15, 122.57it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6536/8416 [00:53<00:15, 122.57it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6537/8416 [00:53<00:15, 122.57it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6538/8416 [00:53<00:15, 122.57it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6539/8416 [00:53<00:15, 122.57it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6540/8416 [00:53<00:15, 122.57it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6541/8416 [00:53<00:15, 122.58it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6542/8416 [00:53<00:15, 122.58it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6543/8416 [00:53<00:15, 122.58it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6544/8416 [00:53<00:15, 122.58it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6545/8416 [00:53<00:15, 122.58it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6546/8416 [00:53<00:15, 122.58it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6547/8416 [00:53<00:15, 122.58it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6548/8416 [00:53<00:15, 122.58it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6549/8416 [00:53<00:15, 122.58it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6550/8416 [00:53<00:15, 122.58it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6551/8416 [00:53<00:15, 122.58it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6552/8416 [00:53<00:15, 122.58it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6553/8416 [00:53<00:15, 122.59it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6554/8416 [00:53<00:15, 122.59it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6555/8416 [00:53<00:15, 122.59it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6556/8416 [00:53<00:15, 122.59it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6557/8416 [00:53<00:15, 122.59it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6558/8416 [00:53<00:15, 122.59it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6559/8416 [00:53<00:15, 122.59it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6560/8416 [00:53<00:15, 122.59it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6561/8416 [00:53<00:15, 122.59it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6562/8416 [00:53<00:15, 122.59it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6565/8416 [00:53<00:15, 122.59it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6566/8416 [00:53<00:15, 122.60it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6567/8416 [00:53<00:15, 122.60it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6568/8416 [00:53<00:15, 122.60it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6569/8416 [00:53<00:15, 122.60it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6570/8416 [00:53<00:15, 122.60it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6571/8416 [00:53<00:15, 122.60it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6572/8416 [00:53<00:15, 122.60it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6573/8416 [00:53<00:15, 122.59it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6574/8416 [00:53<00:15, 122.58it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6575/8416 [00:53<00:15, 122.58it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6576/8416 [00:53<00:15, 122.58it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6578/8416 [00:53<00:14, 122.59it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6580/8416 [00:53<00:14, 122.59it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6581/8416 [00:53<00:14, 122.59it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6582/8416 [00:53<00:14, 122.59it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6583/8416 [00:53<00:14, 122.59it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6584/8416 [00:53<00:14, 122.59it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6585/8416 [00:53<00:14, 122.59it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6586/8416 [00:53<00:14, 122.59it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6587/8416 [00:53<00:14, 122.59it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6588/8416 [00:53<00:14, 122.59it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6589/8416 [00:53<00:14, 122.59it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6590/8416 [00:53<00:14, 122.60it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6591/8416 [00:53<00:14, 122.60it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6592/8416 [00:53<00:14, 122.60it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6593/8416 [00:53<00:14, 122.60it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6594/8416 [00:53<00:14, 122.60it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6595/8416 [00:53<00:14, 122.60it/s]
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    Validation DataLoader 0:  84%|████████▎ | 7041/8416 [00:57<00:11, 122.78it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7053/8416 [00:57<00:11, 122.79it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7054/8416 [00:57<00:11, 122.79it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7055/8416 [00:57<00:11, 122.79it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7056/8416 [00:57<00:11, 122.79it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7057/8416 [00:57<00:11, 122.79it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7058/8416 [00:57<00:11, 122.79it/s]
    Epoch 0:  96%|█████████▌| 32308/33666 [16:39<00:42, 32.32it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7059/8416 [00:57<00:11, 122.79it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7060/8416 [00:57<00:11, 122.79it/s]
    Epoch 0:  96%|█████████▌| 32310/33666 [16:39<00:41, 32.32it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7061/8416 [00:57<00:11, 122.79it/s]
    Epoch 0:  96%|█████████▌| 32311/33666 [16:39<00:41, 32.32it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7062/8416 [00:57<00:11, 122.79it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7063/8416 [00:57<00:11, 122.79it/s]
    Epoch 0:  96%|█████████▌| 32313/33666 [16:39<00:41, 32.32it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7064/8416 [00:57<00:11, 122.79it/s]
    Epoch 0:  96%|█████████▌| 32314/33666 [16:39<00:41, 32.32it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7065/8416 [00:57<00:11, 122.79it/s]
    Epoch 0:  96%|█████████▌| 32315/33666 [16:39<00:41, 32.32it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7066/8416 [00:57<00:10, 122.79it/s]
    Epoch 0:  96%|█████████▌| 32316/33666 [16:39<00:41, 32.32it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7067/8416 [00:57<00:10, 122.79it/s]
    Epoch 0:  96%|█████████▌| 32317/33666 [16:39<00:41, 32.32it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7068/8416 [00:57<00:10, 122.79it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7069/8416 [00:57<00:10, 122.79it/s]
    Epoch 0:  96%|█████████▌| 32319/33666 [16:39<00:41, 32.32it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7070/8416 [00:57<00:10, 122.79it/s]
    Epoch 0:  96%|█████████▌| 32320/33666 [16:39<00:41, 32.33it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7071/8416 [00:57<00:10, 122.79it/s]
    Epoch 0:  96%|█████████▌| 32321/33666 [16:39<00:41, 32.33it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7072/8416 [00:57<00:10, 122.79it/s]
    Epoch 0:  96%|█████████▌| 32322/33666 [16:39<00:41, 32.33it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7073/8416 [00:57<00:10, 122.79it/s]
    Epoch 0:  96%|█████████▌| 32323/33666 [16:39<00:41, 32.33it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7074/8416 [00:57<00:10, 122.79it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7075/8416 [00:57<00:10, 122.79it/s]
    Epoch 0:  96%|█████████▌| 32325/33666 [16:39<00:41, 32.33it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7076/8416 [00:57<00:10, 122.79it/s]
    Epoch 0:  96%|█████████▌| 32326/33666 [16:39<00:41, 32.33it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7077/8416 [00:57<00:10, 122.79it/s]
    Epoch 0:  96%|█████████▌| 32327/33666 [16:39<00:41, 32.33it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7078/8416 [00:57<00:10, 122.79it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7079/8416 [00:57<00:10, 122.79it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7080/8416 [00:57<00:10, 122.80it/s]
    Epoch 0:  96%|█████████▌| 32330/33666 [16:39<00:41, 32.33it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7081/8416 [00:57<00:10, 122.80it/s]
    Epoch 0:  96%|█████████▌| 32331/33666 [16:39<00:41, 32.33it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7082/8416 [00:57<00:10, 122.80it/s]
    Epoch 0:  96%|█████████▌| 32332/33666 [16:39<00:41, 32.33it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7083/8416 [00:57<00:10, 122.80it/s]
    Epoch 0:  96%|█████████▌| 32333/33666 [16:39<00:41, 32.34it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7084/8416 [00:57<00:10, 122.80it/s]
    Epoch 0:  96%|█████████▌| 32334/33666 [16:39<00:41, 32.34it/s, loss=4.2, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7085/8416 [00:57<00:10, 122.80it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7086/8416 [00:57<00:10, 122.80it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7087/8416 [00:57<00:10, 122.80it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7088/8416 [00:57<00:10, 122.80it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7089/8416 [00:57<00:10, 122.80it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7090/8416 [00:57<00:10, 122.80it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7091/8416 [00:57<00:10, 122.80it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7092/8416 [00:57<00:10, 122.80it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7093/8416 [00:57<00:10, 122.80it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7094/8416 [00:57<00:10, 122.80it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7095/8416 [00:57<00:10, 122.81it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7096/8416 [00:57<00:10, 122.81it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7097/8416 [00:57<00:10, 122.81it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7098/8416 [00:57<00:10, 122.81it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7099/8416 [00:57<00:10, 122.81it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7100/8416 [00:57<00:10, 122.81it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7101/8416 [00:57<00:10, 122.81it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7102/8416 [00:57<00:10, 122.81it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7103/8416 [00:57<00:10, 122.81it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7104/8416 [00:57<00:10, 122.81it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7105/8416 [00:57<00:10, 122.81it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7106/8416 [00:57<00:10, 122.81it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7107/8416 [00:57<00:10, 122.81it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7109/8416 [00:57<00:10, 122.81it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7111/8416 [00:57<00:10, 122.82it/s]
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    Validation DataLoader 0:  85%|████████▍ | 7112/8416 [00:57<00:10, 122.81it/s]
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    Validation DataLoader 0:  85%|████████▍ | 7113/8416 [00:57<00:10, 122.81it/s]
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    Validation DataLoader 0:  85%|████████▍ | 7114/8416 [00:57<00:10, 122.82it/s]
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    Validation DataLoader 0:  85%|████████▍ | 7115/8416 [00:57<00:10, 122.82it/s]
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    Validation DataLoader 0:  85%|████████▍ | 7116/8416 [00:57<00:10, 122.82it/s]
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    Validation DataLoader 0:  85%|████████▍ | 7119/8416 [00:57<00:10, 122.82it/s]
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    Validation DataLoader 0:  85%|████████▍ | 7120/8416 [00:57<00:10, 122.82it/s]
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    Validation DataLoader 0:  91%|█████████▏| 7692/8416 [01:02<00:05, 122.79it/s]
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    Validation DataLoader 0:  91%|█████████▏| 7695/8416 [01:02<00:05, 122.79it/s]
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    Validation DataLoader 0:  91%|█████████▏| 7696/8416 [01:02<00:05, 122.79it/s]
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    Validation DataLoader 0:  91%|█████████▏| 7697/8416 [01:02<00:05, 122.79it/s]
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    Validation DataLoader 0:  91%|█████████▏| 7698/8416 [01:02<00:05, 122.79it/s]
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    Validation DataLoader 0:  99%|█████████▉| 8371/8416 [01:08<00:00, 122.66it/s]
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    Epoch 0: 100%|██████████| 33666/33666 [16:50<00:00, 33.30it/s, loss=4.2, v_num=0]
    Epoch 0:   0%|          | 0/33666 [00:00<?, ?it/s, loss=4.2, v_num=0]            
    Epoch 1:   0%|          | 0/33666 [00:00<?, ?it/s, loss=4.2, v_num=0]
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    Epoch 1:   1%|          | 169/33666 [00:06<23:07, 24.15it/s, loss=4.2, v_num=0]
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    Epoch 1:   1%|          | 180/33666 [00:07<23:02, 24.22it/s, loss=4.12, v_num=0]
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    Epoch 1:   2%|▏         | 554/33666 [00:21<21:13, 26.00it/s, loss=4.22, v_num=0]
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    Epoch 1:   2%|▏         | 555/33666 [00:21<21:13, 26.01it/s, loss=4.18, v_num=0]
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    Epoch 1:   2%|▏         | 556/33666 [00:21<21:13, 26.01it/s, loss=4.11, v_num=0]
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    Epoch 1:   2%|▏         | 557/33666 [00:21<21:12, 26.01it/s, loss=4.17, v_num=0]
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    Epoch 1:   2%|▏         | 558/33666 [00:21<21:12, 26.01it/s, loss=4.26, v_num=0]
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    Epoch 1:   2%|▏         | 559/33666 [00:21<21:12, 26.02it/s, loss=4.25, v_num=0]
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    Epoch 1:   2%|▏         | 560/33666 [00:21<21:12, 26.02it/s, loss=4.22, v_num=0]
    Epoch 1:   2%|▏         | 561/33666 [00:21<21:12, 26.02it/s, loss=4.22, v_num=0]
    Epoch 1:   2%|▏         | 561/33666 [00:21<21:12, 26.02it/s, loss=4.2, v_num=0] 
    Epoch 1:   2%|▏         | 562/33666 [00:21<21:12, 26.02it/s, loss=4.2, v_num=0]
    Epoch 1:   2%|▏         | 562/33666 [00:21<21:12, 26.02it/s, loss=4.18, v_num=0]
    Epoch 1:   2%|▏         | 563/33666 [00:21<21:12, 26.02it/s, loss=4.18, v_num=0]
    Epoch 1:   2%|▏         | 563/33666 [00:21<21:12, 26.02it/s, loss=4.22, v_num=0]
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    Epoch 1:   2%|▏         | 564/33666 [00:21<21:11, 26.02it/s, loss=4.21, v_num=0]
    Epoch 1:   2%|▏         | 565/33666 [00:21<21:11, 26.03it/s, loss=4.21, v_num=0]
    Epoch 1:   2%|▏         | 565/33666 [00:21<21:11, 26.03it/s, loss=4.24, v_num=0]
    Epoch 1:   2%|▏         | 566/33666 [00:21<21:11, 26.03it/s, loss=4.24, v_num=0]
    Epoch 1:   2%|▏         | 566/33666 [00:21<21:11, 26.03it/s, loss=4.27, v_num=0]
    Epoch 1:   2%|▏         | 567/33666 [00:21<21:11, 26.03it/s, loss=4.27, v_num=0]
    Epoch 1:   2%|▏         | 567/33666 [00:21<21:11, 26.03it/s, loss=4.24, v_num=0]
    Epoch 1:   2%|▏         | 568/33666 [00:21<21:11, 26.04it/s, loss=4.24, v_num=0]
    Epoch 1:   2%|▏         | 568/33666 [00:21<21:11, 26.04it/s, loss=4.15, v_num=0]
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    Epoch 1:   2%|▏         | 569/33666 [00:21<21:11, 26.03it/s, loss=4.16, v_num=0]
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    Epoch 1:   2%|▏         | 570/33666 [00:21<21:11, 26.03it/s, loss=4.15, v_num=0]
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    Epoch 1:   2%|▏         | 571/33666 [00:21<21:11, 26.03it/s, loss=4.15, v_num=0]
    Epoch 1:   2%|▏         | 572/33666 [00:21<21:11, 26.04it/s, loss=4.15, v_num=0]
    Epoch 1:   2%|▏         | 572/33666 [00:21<21:11, 26.04it/s, loss=4.11, v_num=0]
    Epoch 1:   2%|▏         | 573/33666 [00:22<21:10, 26.04it/s, loss=4.11, v_num=0]
    Epoch 1:   2%|▏         | 573/33666 [00:22<21:10, 26.04it/s, loss=4.1, v_num=0] 
    Epoch 1:   2%|▏         | 574/33666 [00:22<21:10, 26.04it/s, loss=4.1, v_num=0]
    Epoch 1:   2%|▏         | 574/33666 [00:22<21:10, 26.04it/s, loss=4.12, v_num=0]
    Epoch 1:   2%|▏         | 575/33666 [00:22<21:10, 26.04it/s, loss=4.12, v_num=0]
    Epoch 1:   2%|▏         | 575/33666 [00:22<21:10, 26.04it/s, loss=4.12, v_num=0]
    Epoch 1:   2%|▏         | 576/33666 [00:22<21:10, 26.05it/s, loss=4.12, v_num=0]
    Epoch 1:   2%|▏         | 576/33666 [00:22<21:10, 26.05it/s, loss=4.16, v_num=0]
    Epoch 1:   2%|▏         | 577/33666 [00:22<21:10, 26.05it/s, loss=4.16, v_num=0]
    Epoch 1:   2%|▏         | 577/33666 [00:22<21:10, 26.05it/s, loss=4.14, v_num=0]
    Epoch 1:   2%|▏         | 578/33666 [00:22<21:10, 26.05it/s, loss=4.14, v_num=0]
    Epoch 1:   2%|▏         | 578/33666 [00:22<21:10, 26.05it/s, loss=4.05, v_num=0]
    Epoch 1:   2%|▏         | 579/33666 [00:22<21:10, 26.05it/s, loss=4.05, v_num=0]
    Epoch 1:   2%|▏         | 579/33666 [00:22<21:10, 26.05it/s, loss=3.97, v_num=0]
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    Epoch 1:   2%|▏         | 580/33666 [00:22<21:10, 26.05it/s, loss=3.95, v_num=0]
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    Epoch 1:   2%|▏         | 581/33666 [00:22<21:09, 26.05it/s, loss=3.99, v_num=0]
    Epoch 1:   2%|▏         | 582/33666 [00:22<21:09, 26.05it/s, loss=3.99, v_num=0]
    Epoch 1:   2%|▏         | 582/33666 [00:22<21:09, 26.05it/s, loss=3.97, v_num=0]
    Epoch 1:   2%|▏         | 583/33666 [00:22<21:09, 26.05it/s, loss=3.97, v_num=0]
    Epoch 1:   2%|▏         | 583/33666 [00:22<21:09, 26.05it/s, loss=3.94, v_num=0]
    Epoch 1:   2%|▏         | 584/33666 [00:22<21:09, 26.05it/s, loss=3.94, v_num=0]
    Epoch 1:   2%|▏         | 584/33666 [00:22<21:09, 26.05it/s, loss=3.96, v_num=0]
    Epoch 1:   2%|▏         | 585/33666 [00:22<21:09, 26.05it/s, loss=3.96, v_num=0]
    Epoch 1:   2%|▏         | 585/33666 [00:22<21:09, 26.05it/s, loss=3.94, v_num=0]
    Epoch 1:   2%|▏         | 586/33666 [00:22<21:10, 26.05it/s, loss=3.94, v_num=0]
    Epoch 1:   2%|▏         | 586/33666 [00:22<21:10, 26.05it/s, loss=3.89, v_num=0]
    Epoch 1:   2%|▏         | 587/33666 [00:22<21:09, 26.05it/s, loss=3.89, v_num=0]
    Epoch 1:   2%|▏         | 587/33666 [00:22<21:09, 26.05it/s, loss=3.9, v_num=0] 
    Epoch 1:   2%|▏         | 588/33666 [00:22<21:09, 26.05it/s, loss=3.9, v_num=0]
    Epoch 1:   2%|▏         | 588/33666 [00:22<21:09, 26.05it/s, loss=3.91, v_num=0]
    Epoch 1:   2%|▏         | 589/33666 [00:22<21:09, 26.05it/s, loss=3.91, v_num=0]
    Epoch 1:   2%|▏         | 589/33666 [00:22<21:09, 26.05it/s, loss=3.88, v_num=0]
    Epoch 1:   2%|▏         | 590/33666 [00:22<21:09, 26.06it/s, loss=3.88, v_num=0]
    Epoch 1:   2%|▏         | 590/33666 [00:22<21:09, 26.06it/s, loss=3.88, v_num=0]
    Epoch 1:   2%|▏         | 591/33666 [00:22<21:09, 26.05it/s, loss=3.88, v_num=0]
    Epoch 1:   2%|▏         | 591/33666 [00:22<21:09, 26.05it/s, loss=3.87, v_num=0]
    Epoch 1:   2%|▏         | 592/33666 [00:22<21:09, 26.05it/s, loss=3.87, v_num=0]
    Epoch 1:   2%|▏         | 592/33666 [00:22<21:09, 26.05it/s, loss=3.88, v_num=0]
    Epoch 1:   2%|▏         | 593/33666 [00:22<21:09, 26.05it/s, loss=3.88, v_num=0]
    Epoch 1:   2%|▏         | 593/33666 [00:22<21:09, 26.05it/s, loss=3.85, v_num=0]
    Epoch 1:   2%|▏         | 594/33666 [00:22<21:09, 26.06it/s, loss=3.85, v_num=0]
    Epoch 1:   2%|▏         | 594/33666 [00:22<21:09, 26.06it/s, loss=3.81, v_num=0]
    Epoch 1:   2%|▏         | 595/33666 [00:22<21:09, 26.06it/s, loss=3.81, v_num=0]
    Epoch 1:   2%|▏         | 595/33666 [00:22<21:09, 26.06it/s, loss=3.86, v_num=0]
    Epoch 1:   2%|▏         | 596/33666 [00:22<21:08, 26.06it/s, loss=3.86, v_num=0]
    Epoch 1:   2%|▏         | 596/33666 [00:22<21:09, 26.06it/s, loss=3.91, v_num=0]
    Epoch 1:   2%|▏         | 597/33666 [00:22<21:08, 26.06it/s, loss=3.91, v_num=0]
    Epoch 1:   2%|▏         | 597/33666 [00:22<21:08, 26.06it/s, loss=3.87, v_num=0]
    Epoch 1:   2%|▏         | 598/33666 [00:22<21:08, 26.06it/s, loss=3.87, v_num=0]
    Epoch 1:   2%|▏         | 598/33666 [00:22<21:08, 26.06it/s, loss=3.9, v_num=0] 
    Epoch 1:   2%|▏         | 599/33666 [00:22<21:08, 26.07it/s, loss=3.9, v_num=0]
    Epoch 1:   2%|▏         | 599/33666 [00:22<21:08, 26.07it/s, loss=3.99, v_num=0]
    Epoch 1:   2%|▏         | 600/33666 [00:23<21:08, 26.07it/s, loss=3.99, v_num=0]
    Epoch 1:   2%|▏         | 600/33666 [00:23<21:08, 26.07it/s, loss=3.99, v_num=0]
    Epoch 1:   2%|▏         | 601/33666 [00:23<21:08, 26.07it/s, loss=3.99, v_num=0]
    Epoch 1:   2%|▏         | 601/33666 [00:23<21:08, 26.07it/s, loss=3.97, v_num=0]
    Epoch 1:   2%|▏         | 602/33666 [00:23<21:08, 26.07it/s, loss=3.97, v_num=0]
    Epoch 1:   2%|▏         | 602/33666 [00:23<21:08, 26.07it/s, loss=4, v_num=0]   
    Epoch 1:   2%|▏         | 603/33666 [00:23<21:08, 26.07it/s, loss=4, v_num=0]
    Epoch 1:   2%|▏         | 603/33666 [00:23<21:08, 26.07it/s, loss=4.01, v_num=0]
    Epoch 1:   2%|▏         | 604/33666 [00:23<21:07, 26.07it/s, loss=4.01, v_num=0]
    Epoch 1:   2%|▏         | 604/33666 [00:23<21:08, 26.07it/s, loss=4.01, v_num=0]
    Epoch 1:   2%|▏         | 605/33666 [00:23<21:07, 26.08it/s, loss=4.01, v_num=0]
    Epoch 1:   2%|▏         | 605/33666 [00:23<21:07, 26.08it/s, loss=3.97, v_num=0]
    Epoch 1:   2%|▏         | 606/33666 [00:23<21:07, 26.08it/s, loss=3.97, v_num=0]
    Epoch 1:   2%|▏         | 606/33666 [00:23<21:07, 26.08it/s, loss=4.01, v_num=0]
    Epoch 1:   2%|▏         | 607/33666 [00:23<21:07, 26.08it/s, loss=4.01, v_num=0]
    Epoch 1:   2%|▏         | 607/33666 [00:23<21:07, 26.08it/s, loss=4.03, v_num=0]
    Epoch 1:   2%|▏         | 608/33666 [00:23<21:07, 26.08it/s, loss=4.03, v_num=0]
    Epoch 1:   2%|▏         | 608/33666 [00:23<21:07, 26.08it/s, loss=4.05, v_num=0]
    Epoch 1:   2%|▏         | 609/33666 [00:23<21:07, 26.09it/s, loss=4.05, v_num=0]
    Epoch 1:   2%|▏         | 609/33666 [00:23<21:07, 26.09it/s, loss=4.06, v_num=0]
    Epoch 1:   2%|▏         | 610/33666 [00:23<21:07, 26.08it/s, loss=4.06, v_num=0]
    Epoch 1:   2%|▏         | 610/33666 [00:23<21:07, 26.08it/s, loss=4.03, v_num=0]
    Epoch 1:   2%|▏         | 611/33666 [00:23<21:07, 26.07it/s, loss=4.03, v_num=0]
    Epoch 1:   2%|▏         | 611/33666 [00:23<21:07, 26.07it/s, loss=4.03, v_num=0]
    Epoch 1:   2%|▏         | 612/33666 [00:23<21:07, 26.07it/s, loss=4.03, v_num=0]
    Epoch 1:   2%|▏         | 612/33666 [00:23<21:07, 26.07it/s, loss=4.04, v_num=0]
    Epoch 1:   2%|▏         | 613/33666 [00:23<21:07, 26.07it/s, loss=4.04, v_num=0]
    Epoch 1:   2%|▏         | 613/33666 [00:23<21:07, 26.07it/s, loss=4.04, v_num=0]
    Epoch 1:   2%|▏         | 614/33666 [00:23<21:07, 26.07it/s, loss=4.04, v_num=0]
    Epoch 1:   2%|▏         | 614/33666 [00:23<21:07, 26.07it/s, loss=4.08, v_num=0]
    Epoch 1:   2%|▏         | 615/33666 [00:23<21:07, 26.08it/s, loss=4.08, v_num=0]
    Epoch 1:   2%|▏         | 615/33666 [00:23<21:07, 26.08it/s, loss=4.07, v_num=0]
    Epoch 1:   2%|▏         | 616/33666 [00:23<21:07, 26.08it/s, loss=4.07, v_num=0]
    Epoch 1:   2%|▏         | 616/33666 [00:23<21:07, 26.08it/s, loss=4.04, v_num=0]
    Epoch 1:   2%|▏         | 617/33666 [00:23<21:07, 26.08it/s, loss=4.04, v_num=0]
    Epoch 1:   2%|▏         | 617/33666 [00:23<21:07, 26.08it/s, loss=4.07, v_num=0]
    Epoch 1:   2%|▏         | 618/33666 [00:23<21:07, 26.08it/s, loss=4.07, v_num=0]
    Epoch 1:   2%|▏         | 618/33666 [00:23<21:07, 26.08it/s, loss=4.08, v_num=0]
    Epoch 1:   2%|▏         | 619/33666 [00:23<21:07, 26.08it/s, loss=4.08, v_num=0]
    Epoch 1:   2%|▏         | 619/33666 [00:23<21:07, 26.08it/s, loss=4.04, v_num=0]
    Epoch 1:   2%|▏         | 620/33666 [00:23<21:06, 26.09it/s, loss=4.04, v_num=0]
    Epoch 1:   2%|▏         | 620/33666 [00:23<21:06, 26.09it/s, loss=4.05, v_num=0]
    Epoch 1:   2%|▏         | 621/33666 [00:23<21:06, 26.09it/s, loss=4.05, v_num=0]
    Epoch 1:   2%|▏         | 621/33666 [00:23<21:06, 26.09it/s, loss=4.06, v_num=0]
    Epoch 1:   2%|▏         | 622/33666 [00:23<21:06, 26.09it/s, loss=4.06, v_num=0]
    Epoch 1:   2%|▏         | 622/33666 [00:23<21:06, 26.09it/s, loss=4.1, v_num=0] 
    Epoch 1:   2%|▏         | 623/33666 [00:23<21:06, 26.08it/s, loss=4.1, v_num=0]
    Epoch 1:   2%|▏         | 623/33666 [00:23<21:06, 26.08it/s, loss=4.14, v_num=0]
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    Epoch 1:   2%|▏         | 624/33666 [00:23<21:06, 26.09it/s, loss=4.17, v_num=0]
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    Epoch 1:   2%|▏         | 626/33666 [00:23<21:06, 26.09it/s, loss=4.23, v_num=0]
    Epoch 1:   2%|▏         | 626/33666 [00:23<21:06, 26.09it/s, loss=4.26, v_num=0]
    Epoch 1:   2%|▏         | 627/33666 [00:24<21:06, 26.09it/s, loss=4.26, v_num=0]
    Epoch 1:   2%|▏         | 627/33666 [00:24<21:06, 26.09it/s, loss=4.27, v_num=0]
    Epoch 1:   2%|▏         | 628/33666 [00:24<21:06, 26.10it/s, loss=4.27, v_num=0]
    Epoch 1:   2%|▏         | 628/33666 [00:24<21:06, 26.10it/s, loss=4.27, v_num=0]
    Epoch 1:   2%|▏         | 629/33666 [00:24<21:05, 26.10it/s, loss=4.27, v_num=0]
    Epoch 1:   2%|▏         | 629/33666 [00:24<21:05, 26.10it/s, loss=4.3, v_num=0] 
    Epoch 1:   2%|▏         | 630/33666 [00:24<21:05, 26.10it/s, loss=4.3, v_num=0]
    Epoch 1:   2%|▏         | 630/33666 [00:24<21:05, 26.10it/s, loss=4.39, v_num=0]
    Epoch 1:   2%|▏         | 631/33666 [00:24<21:05, 26.11it/s, loss=4.39, v_num=0]
    Epoch 1:   2%|▏         | 631/33666 [00:24<21:05, 26.11it/s, loss=4.42, v_num=0]
    Epoch 1:   2%|▏         | 632/33666 [00:24<21:05, 26.11it/s, loss=4.42, v_num=0]
    Epoch 1:   2%|▏         | 632/33666 [00:24<21:05, 26.11it/s, loss=4.46, v_num=0]
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    Epoch 1:   2%|▏         | 634/33666 [00:24<21:05, 26.11it/s, loss=4.48, v_num=0]
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    Epoch 1:   2%|▏         | 635/33666 [00:24<21:05, 26.11it/s, loss=4.49, v_num=0]
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    Epoch 1:   2%|▏         | 637/33666 [00:24<21:04, 26.11it/s, loss=4.41, v_num=0]
    Epoch 1:   2%|▏         | 638/33666 [00:24<21:05, 26.11it/s, loss=4.41, v_num=0]
    Epoch 1:   2%|▏         | 638/33666 [00:24<21:05, 26.10it/s, loss=4.38, v_num=0]
    Epoch 1:   2%|▏         | 639/33666 [00:24<21:05, 26.11it/s, loss=4.38, v_num=0]
    Epoch 1:   2%|▏         | 639/33666 [00:24<21:05, 26.11it/s, loss=4.39, v_num=0]
    Epoch 1:   2%|▏         | 640/33666 [00:24<21:04, 26.11it/s, loss=4.39, v_num=0]
    Epoch 1:   2%|▏         | 640/33666 [00:24<21:04, 26.11it/s, loss=4.4, v_num=0] 
    Epoch 1:   2%|▏         | 641/33666 [00:24<21:04, 26.11it/s, loss=4.4, v_num=0]
    Epoch 1:   2%|▏         | 641/33666 [00:24<21:04, 26.11it/s, loss=4.35, v_num=0]
    Epoch 1:   2%|▏         | 642/33666 [00:24<21:04, 26.12it/s, loss=4.35, v_num=0]
    Epoch 1:   2%|▏         | 642/33666 [00:24<21:04, 26.12it/s, loss=4.36, v_num=0]
    Epoch 1:   2%|▏         | 643/33666 [00:24<21:04, 26.11it/s, loss=4.36, v_num=0]
    Epoch 1:   2%|▏         | 643/33666 [00:24<21:04, 26.11it/s, loss=4.34, v_num=0]
    Epoch 1:   2%|▏         | 644/33666 [00:24<21:04, 26.11it/s, loss=4.34, v_num=0]
    Epoch 1:   2%|▏         | 644/33666 [00:24<21:04, 26.11it/s, loss=4.31, v_num=0]
    Epoch 1:   2%|▏         | 645/33666 [00:24<21:04, 26.12it/s, loss=4.31, v_num=0]
    Epoch 1:   2%|▏         | 645/33666 [00:24<21:04, 26.12it/s, loss=4.31, v_num=0]
    Epoch 1:   2%|▏         | 646/33666 [00:24<21:04, 26.12it/s, loss=4.31, v_num=0]
    Epoch 1:   2%|▏         | 646/33666 [00:24<21:04, 26.12it/s, loss=4.24, v_num=0]
    Epoch 1:   2%|▏         | 647/33666 [00:24<21:04, 26.12it/s, loss=4.24, v_num=0]
    Epoch 1:   2%|▏         | 647/33666 [00:24<21:04, 26.12it/s, loss=4.2, v_num=0] 
    Epoch 1:   2%|▏         | 648/33666 [00:24<21:03, 26.12it/s, loss=4.2, v_num=0]
    Epoch 1:   2%|▏         | 648/33666 [00:24<21:03, 26.12it/s, loss=4.17, v_num=0]
    Epoch 1:   2%|▏         | 649/33666 [00:24<21:03, 26.13it/s, loss=4.17, v_num=0]
    Epoch 1:   2%|▏         | 649/33666 [00:24<21:03, 26.13it/s, loss=4.21, v_num=0]
    Epoch 1:   2%|▏         | 650/33666 [00:24<21:04, 26.12it/s, loss=4.21, v_num=0]
    Epoch 1:   2%|▏         | 650/33666 [00:24<21:04, 26.12it/s, loss=4.16, v_num=0]
    Epoch 1:   2%|▏         | 651/33666 [00:24<21:04, 26.12it/s, loss=4.16, v_num=0]
    Epoch 1:   2%|▏         | 651/33666 [00:24<21:04, 26.12it/s, loss=4.15, v_num=0]
    Epoch 1:   2%|▏         | 652/33666 [00:24<21:04, 26.11it/s, loss=4.15, v_num=0]
    Epoch 1:   2%|▏         | 652/33666 [00:24<21:04, 26.11it/s, loss=4.14, v_num=0]
    Epoch 1:   2%|▏         | 653/33666 [00:25<21:04, 26.11it/s, loss=4.14, v_num=0]
    Epoch 1:   2%|▏         | 653/33666 [00:25<21:04, 26.11it/s, loss=4.12, v_num=0]
    Epoch 1:   2%|▏         | 654/33666 [00:25<21:04, 26.11it/s, loss=4.12, v_num=0]
    Epoch 1:   2%|▏         | 654/33666 [00:25<21:04, 26.11it/s, loss=4.11, v_num=0]
    Epoch 1:   2%|▏         | 655/33666 [00:25<21:04, 26.11it/s, loss=4.11, v_num=0]
    Epoch 1:   2%|▏         | 655/33666 [00:25<21:04, 26.11it/s, loss=4.14, v_num=0]
    Epoch 1:   2%|▏         | 656/33666 [00:25<21:03, 26.12it/s, loss=4.14, v_num=0]
    Epoch 1:   2%|▏         | 656/33666 [00:25<21:04, 26.12it/s, loss=4.19, v_num=0]
    Epoch 1:   2%|▏         | 657/33666 [00:25<21:03, 26.12it/s, loss=4.19, v_num=0]
    Epoch 1:   2%|▏         | 657/33666 [00:25<21:03, 26.12it/s, loss=4.21, v_num=0]
    Epoch 1:   2%|▏         | 658/33666 [00:25<21:03, 26.12it/s, loss=4.21, v_num=0]
    Epoch 1:   2%|▏         | 658/33666 [00:25<21:03, 26.12it/s, loss=4.17, v_num=0]
    Epoch 1:   2%|▏         | 659/33666 [00:25<21:03, 26.12it/s, loss=4.17, v_num=0]
    Epoch 1:   2%|▏         | 659/33666 [00:25<21:03, 26.12it/s, loss=4.11, v_num=0]
    Epoch 1:   2%|▏         | 660/33666 [00:25<21:03, 26.12it/s, loss=4.11, v_num=0]
    Epoch 1:   2%|▏         | 660/33666 [00:25<21:03, 26.12it/s, loss=4.12, v_num=0]
    Epoch 1:   2%|▏         | 661/33666 [00:25<21:03, 26.13it/s, loss=4.12, v_num=0]
    Epoch 1:   2%|▏         | 661/33666 [00:25<21:03, 26.13it/s, loss=4.16, v_num=0]
    Epoch 1:   2%|▏         | 662/33666 [00:25<21:03, 26.12it/s, loss=4.16, v_num=0]
    Epoch 1:   2%|▏         | 662/33666 [00:25<21:03, 26.12it/s, loss=4.12, v_num=0]
    Epoch 1:   2%|▏         | 663/33666 [00:25<21:03, 26.12it/s, loss=4.12, v_num=0]
    Epoch 1:   2%|▏         | 663/33666 [00:25<21:03, 26.12it/s, loss=4.08, v_num=0]
    Epoch 1:   2%|▏         | 664/33666 [00:25<21:03, 26.12it/s, loss=4.08, v_num=0]
    Epoch 1:   2%|▏         | 664/33666 [00:25<21:03, 26.12it/s, loss=4.1, v_num=0] 
    Epoch 1:   2%|▏         | 665/33666 [00:25<21:03, 26.13it/s, loss=4.1, v_num=0]
    Epoch 1:   2%|▏         | 665/33666 [00:25<21:03, 26.13it/s, loss=4.09, v_num=0]
    Epoch 1:   2%|▏         | 666/33666 [00:25<21:02, 26.13it/s, loss=4.09, v_num=0]
    Epoch 1:   2%|▏         | 666/33666 [00:25<21:02, 26.13it/s, loss=4.15, v_num=0]
    Epoch 1:   2%|▏         | 667/33666 [00:25<21:02, 26.13it/s, loss=4.15, v_num=0]
    Epoch 1:   2%|▏         | 667/33666 [00:25<21:02, 26.13it/s, loss=4.24, v_num=0]
    Epoch 1:   2%|▏         | 668/33666 [00:25<21:03, 26.13it/s, loss=4.24, v_num=0]
    Epoch 1:   2%|▏         | 668/33666 [00:25<21:03, 26.13it/s, loss=4.3, v_num=0] 
    Epoch 1:   2%|▏         | 669/33666 [00:25<21:02, 26.13it/s, loss=4.3, v_num=0]
    Epoch 1:   2%|▏         | 669/33666 [00:25<21:02, 26.13it/s, loss=4.26, v_num=0]
    Epoch 1:   2%|▏         | 670/33666 [00:25<21:02, 26.13it/s, loss=4.26, v_num=0]
    Epoch 1:   2%|▏         | 670/33666 [00:25<21:02, 26.13it/s, loss=4.23, v_num=0]
    Epoch 1:   2%|▏         | 671/33666 [00:25<21:02, 26.14it/s, loss=4.23, v_num=0]
    Epoch 1:   2%|▏         | 671/33666 [00:25<21:02, 26.13it/s, loss=4.28, v_num=0]
    Epoch 1:   2%|▏         | 672/33666 [00:25<21:02, 26.14it/s, loss=4.28, v_num=0]
    Epoch 1:   2%|▏         | 672/33666 [00:25<21:02, 26.14it/s, loss=4.24, v_num=0]
    Epoch 1:   2%|▏         | 673/33666 [00:25<21:02, 26.14it/s, loss=4.24, v_num=0]
    Epoch 1:   2%|▏         | 673/33666 [00:25<21:02, 26.14it/s, loss=4.27, v_num=0]
    Epoch 1:   2%|▏         | 674/33666 [00:25<21:02, 26.14it/s, loss=4.27, v_num=0]
    Epoch 1:   2%|▏         | 674/33666 [00:25<21:02, 26.14it/s, loss=4.26, v_num=0]
    Epoch 1:   2%|▏         | 675/33666 [00:25<21:01, 26.14it/s, loss=4.26, v_num=0]
    Epoch 1:   2%|▏         | 675/33666 [00:25<21:01, 26.14it/s, loss=4.23, v_num=0]
    Epoch 1:   2%|▏         | 676/33666 [00:25<21:01, 26.15it/s, loss=4.23, v_num=0]
    Epoch 1:   2%|▏         | 676/33666 [00:25<21:01, 26.15it/s, loss=4.18, v_num=0]
    Epoch 1:   2%|▏         | 677/33666 [00:25<21:01, 26.15it/s, loss=4.18, v_num=0]
    Epoch 1:   2%|▏         | 677/33666 [00:25<21:01, 26.15it/s, loss=4.2, v_num=0] 
    Epoch 1:   2%|▏         | 678/33666 [00:25<21:01, 26.15it/s, loss=4.2, v_num=0]
    Epoch 1:   2%|▏         | 678/33666 [00:25<21:01, 26.15it/s, loss=4.23, v_num=0]
    Epoch 1:   2%|▏         | 679/33666 [00:25<21:01, 26.15it/s, loss=4.23, v_num=0]
    Epoch 1:   2%|▏         | 679/33666 [00:25<21:01, 26.15it/s, loss=4.29, v_num=0]
    Epoch 1:   2%|▏         | 680/33666 [00:26<21:01, 26.15it/s, loss=4.29, v_num=0]
    Epoch 1:   2%|▏         | 680/33666 [00:26<21:01, 26.14it/s, loss=4.3, v_num=0] 
    Epoch 1:   2%|▏         | 681/33666 [00:26<21:01, 26.15it/s, loss=4.3, v_num=0]
    Epoch 1:   2%|▏         | 681/33666 [00:26<21:01, 26.15it/s, loss=4.27, v_num=0]
    Epoch 1:   2%|▏         | 682/33666 [00:26<21:01, 26.15it/s, loss=4.27, v_num=0]
    Epoch 1:   2%|▏         | 682/33666 [00:26<21:01, 26.15it/s, loss=4.27, v_num=0]
    Epoch 1:   2%|▏         | 683/33666 [00:26<21:01, 26.15it/s, loss=4.27, v_num=0]
    Epoch 1:   2%|▏         | 683/33666 [00:26<21:01, 26.15it/s, loss=4.28, v_num=0]
    Epoch 1:   2%|▏         | 684/33666 [00:26<21:01, 26.15it/s, loss=4.28, v_num=0]
    Epoch 1:   2%|▏         | 684/33666 [00:26<21:01, 26.15it/s, loss=4.27, v_num=0]
    Epoch 1:   2%|▏         | 685/33666 [00:26<21:01, 26.15it/s, loss=4.27, v_num=0]
    Epoch 1:   2%|▏         | 685/33666 [00:26<21:01, 26.15it/s, loss=4.21, v_num=0]
    Epoch 1:   2%|▏         | 686/33666 [00:26<21:01, 26.15it/s, loss=4.21, v_num=0]
    Epoch 1:   2%|▏         | 686/33666 [00:26<21:01, 26.15it/s, loss=4.15, v_num=0]
    Epoch 1:   2%|▏         | 687/33666 [00:26<21:01, 26.15it/s, loss=4.15, v_num=0]
    Epoch 1:   2%|▏         | 687/33666 [00:26<21:01, 26.15it/s, loss=4.07, v_num=0]
    Epoch 1:   2%|▏         | 688/33666 [00:26<21:01, 26.15it/s, loss=4.07, v_num=0]
    Epoch 1:   2%|▏         | 688/33666 [00:26<21:01, 26.15it/s, loss=4.06, v_num=0]
    Epoch 1:   2%|▏         | 689/33666 [00:26<21:01, 26.15it/s, loss=4.06, v_num=0]
    Epoch 1:   2%|▏         | 689/33666 [00:26<21:01, 26.15it/s, loss=4.03, v_num=0]
    Epoch 1:   2%|▏         | 690/33666 [00:26<21:01, 26.15it/s, loss=4.03, v_num=0]
    Epoch 1:   2%|▏         | 690/33666 [00:26<21:01, 26.15it/s, loss=4.02, v_num=0]
    Epoch 1:   2%|▏         | 691/33666 [00:26<21:01, 26.15it/s, loss=4.02, v_num=0]
    Epoch 1:   2%|▏         | 691/33666 [00:26<21:01, 26.15it/s, loss=4.03, v_num=0]
    Epoch 1:   2%|▏         | 692/33666 [00:26<21:00, 26.15it/s, loss=4.03, v_num=0]
    Epoch 1:   2%|▏         | 692/33666 [00:26<21:00, 26.15it/s, loss=4.05, v_num=0]
    Epoch 1:   2%|▏         | 693/33666 [00:26<21:00, 26.15it/s, loss=4.05, v_num=0]
    Epoch 1:   2%|▏         | 693/33666 [00:26<21:00, 26.15it/s, loss=4, v_num=0]   
    Epoch 1:   2%|▏         | 694/33666 [00:26<21:00, 26.15it/s, loss=4, v_num=0]
    Epoch 1:   2%|▏         | 694/33666 [00:26<21:00, 26.15it/s, loss=4.03, v_num=0]
    Epoch 1:   2%|▏         | 695/33666 [00:26<21:00, 26.15it/s, loss=4.03, v_num=0]
    Epoch 1:   2%|▏         | 695/33666 [00:26<21:00, 26.15it/s, loss=3.97, v_num=0]
    Epoch 1:   2%|▏         | 696/33666 [00:26<21:00, 26.15it/s, loss=3.97, v_num=0]
    Epoch 1:   2%|▏         | 696/33666 [00:26<21:00, 26.15it/s, loss=4.04, v_num=0]
    Epoch 1:   2%|▏         | 697/33666 [00:26<21:01, 26.14it/s, loss=4.04, v_num=0]
    Epoch 1:   2%|▏         | 697/33666 [00:26<21:01, 26.14it/s, loss=4.04, v_num=0]
    Epoch 1:   2%|▏         | 698/33666 [00:26<21:00, 26.15it/s, loss=4.04, v_num=0]
    Epoch 1:   2%|▏         | 698/33666 [00:26<21:00, 26.14it/s, loss=4.06, v_num=0]
    Epoch 1:   2%|▏         | 699/33666 [00:26<21:00, 26.15it/s, loss=4.06, v_num=0]
    Epoch 1:   2%|▏         | 699/33666 [00:26<21:00, 26.15it/s, loss=4.08, v_num=0]
    Epoch 1:   2%|▏         | 700/33666 [00:26<21:00, 26.15it/s, loss=4.08, v_num=0]
    Epoch 1:   2%|▏         | 700/33666 [00:26<21:00, 26.15it/s, loss=4.08, v_num=0]
    Epoch 1:   2%|▏         | 701/33666 [00:26<21:00, 26.15it/s, loss=4.08, v_num=0]
    Epoch 1:   2%|▏         | 701/33666 [00:26<21:00, 26.15it/s, loss=4.07, v_num=0]
    Epoch 1:   2%|▏         | 702/33666 [00:26<21:00, 26.15it/s, loss=4.07, v_num=0]
    Epoch 1:   2%|▏         | 702/33666 [00:26<21:00, 26.15it/s, loss=4.12, v_num=0]
    Epoch 1:   2%|▏         | 703/33666 [00:26<21:00, 26.15it/s, loss=4.12, v_num=0]
    Epoch 1:   2%|▏         | 703/33666 [00:26<21:00, 26.15it/s, loss=4.09, v_num=0]
    Epoch 1:   2%|▏         | 704/33666 [00:26<21:00, 26.15it/s, loss=4.09, v_num=0]
    Epoch 1:   2%|▏         | 704/33666 [00:26<21:00, 26.15it/s, loss=4.08, v_num=0]
    Epoch 1:   2%|▏         | 705/33666 [00:26<21:00, 26.16it/s, loss=4.08, v_num=0]
    Epoch 1:   2%|▏         | 705/33666 [00:26<21:00, 26.16it/s, loss=4.12, v_num=0]
    Epoch 1:   2%|▏         | 706/33666 [00:26<21:00, 26.15it/s, loss=4.12, v_num=0]
    Epoch 1:   2%|▏         | 706/33666 [00:26<21:00, 26.15it/s, loss=4.13, v_num=0]
    Epoch 1:   2%|▏         | 707/33666 [00:27<21:00, 26.16it/s, loss=4.13, v_num=0]
    Epoch 1:   2%|▏         | 707/33666 [00:27<21:00, 26.16it/s, loss=4.14, v_num=0]
    Epoch 1:   2%|▏         | 708/33666 [00:27<20:59, 26.16it/s, loss=4.14, v_num=0]
    Epoch 1:   2%|▏         | 708/33666 [00:27<20:59, 26.16it/s, loss=4.14, v_num=0]
    Epoch 1:   2%|▏         | 709/33666 [00:27<20:59, 26.16it/s, loss=4.14, v_num=0]
    Epoch 1:   2%|▏         | 709/33666 [00:27<20:59, 26.16it/s, loss=4.19, v_num=0]
    Epoch 1:   2%|▏         | 710/33666 [00:27<20:59, 26.16it/s, loss=4.19, v_num=0]
    Epoch 1:   2%|▏         | 710/33666 [00:27<20:59, 26.16it/s, loss=4.24, v_num=0]
    Epoch 1:   2%|▏         | 711/33666 [00:27<20:59, 26.16it/s, loss=4.24, v_num=0]
    Epoch 1:   2%|▏         | 711/33666 [00:27<20:59, 26.16it/s, loss=4.16, v_num=0]
    Epoch 1:   2%|▏         | 712/33666 [00:27<20:59, 26.16it/s, loss=4.16, v_num=0]
    Epoch 1:   2%|▏         | 712/33666 [00:27<20:59, 26.16it/s, loss=4.19, v_num=0]
    Epoch 1:   2%|▏         | 713/33666 [00:27<20:59, 26.16it/s, loss=4.19, v_num=0]
    Epoch 1:   2%|▏         | 713/33666 [00:27<20:59, 26.16it/s, loss=4.18, v_num=0]
    Epoch 1:   2%|▏         | 714/33666 [00:27<20:59, 26.16it/s, loss=4.18, v_num=0]
    Epoch 1:   2%|▏         | 714/33666 [00:27<20:59, 26.16it/s, loss=4.16, v_num=0]
    Epoch 1:   2%|▏         | 715/33666 [00:27<20:59, 26.16it/s, loss=4.16, v_num=0]
    Epoch 1:   2%|▏         | 715/33666 [00:27<20:59, 26.16it/s, loss=4.17, v_num=0]
    Epoch 1:   2%|▏         | 716/33666 [00:27<20:59, 26.17it/s, loss=4.17, v_num=0]
    Epoch 1:   2%|▏         | 716/33666 [00:27<20:59, 26.17it/s, loss=4.08, v_num=0]
    Epoch 1:   2%|▏         | 717/33666 [00:27<20:59, 26.17it/s, loss=4.08, v_num=0]
    Epoch 1:   2%|▏         | 717/33666 [00:27<20:59, 26.17it/s, loss=4.06, v_num=0]
    Epoch 1:   2%|▏         | 718/33666 [00:27<20:59, 26.17it/s, loss=4.06, v_num=0]
    Epoch 1:   2%|▏         | 718/33666 [00:27<20:59, 26.17it/s, loss=4.02, v_num=0]
    Epoch 1:   2%|▏         | 719/33666 [00:27<20:59, 26.16it/s, loss=4.02, v_num=0]
    Epoch 1:   2%|▏         | 719/33666 [00:27<20:59, 26.16it/s, loss=4, v_num=0]   
    Epoch 1:   2%|▏         | 720/33666 [00:27<20:59, 26.16it/s, loss=4, v_num=0]
    Epoch 1:   2%|▏         | 720/33666 [00:27<20:59, 26.16it/s, loss=3.97, v_num=0]
    Epoch 1:   2%|▏         | 721/33666 [00:27<20:59, 26.16it/s, loss=3.97, v_num=0]
    Epoch 1:   2%|▏         | 721/33666 [00:27<20:59, 26.16it/s, loss=4.05, v_num=0]
    Epoch 1:   2%|▏         | 722/33666 [00:27<20:59, 26.17it/s, loss=4.05, v_num=0]
    Epoch 1:   2%|▏         | 722/33666 [00:27<20:59, 26.17it/s, loss=4, v_num=0]   
    Epoch 1:   2%|▏         | 723/33666 [00:27<20:59, 26.16it/s, loss=4, v_num=0]
    Epoch 1:   2%|▏         | 723/33666 [00:27<20:59, 26.16it/s, loss=4, v_num=0]
    Epoch 1:   2%|▏         | 724/33666 [00:27<20:58, 26.17it/s, loss=4, v_num=0]
    Epoch 1:   2%|▏         | 724/33666 [00:27<20:58, 26.17it/s, loss=3.98, v_num=0]
    Epoch 1:   2%|▏         | 725/33666 [00:27<20:59, 26.16it/s, loss=3.98, v_num=0]
    Epoch 1:   2%|▏         | 725/33666 [00:27<20:59, 26.16it/s, loss=3.92, v_num=0]
    Epoch 1:   2%|▏         | 726/33666 [00:27<20:59, 26.16it/s, loss=3.92, v_num=0]
    Epoch 1:   2%|▏         | 726/33666 [00:27<20:59, 26.16it/s, loss=3.95, v_num=0]
    Epoch 1:   2%|▏         | 727/33666 [00:27<20:58, 26.16it/s, loss=3.95, v_num=0]
    Epoch 1:   2%|▏         | 727/33666 [00:27<20:58, 26.16it/s, loss=3.95, v_num=0]
    Epoch 1:   2%|▏         | 728/33666 [00:27<20:58, 26.17it/s, loss=3.95, v_num=0]
    Epoch 1:   2%|▏         | 728/33666 [00:27<20:58, 26.17it/s, loss=3.89, v_num=0]
    Epoch 1:   2%|▏         | 729/33666 [00:27<20:58, 26.17it/s, loss=3.89, v_num=0]
    Epoch 1:   2%|▏         | 729/33666 [00:27<20:58, 26.17it/s, loss=3.89, v_num=0]
    Epoch 1:   2%|▏         | 730/33666 [00:27<20:58, 26.17it/s, loss=3.89, v_num=0]
    Epoch 1:   2%|▏         | 730/33666 [00:27<20:58, 26.17it/s, loss=3.86, v_num=0]
    Epoch 1:   2%|▏         | 731/33666 [00:27<20:58, 26.17it/s, loss=3.86, v_num=0]
    Epoch 1:   2%|▏         | 731/33666 [00:27<20:58, 26.17it/s, loss=3.95, v_num=0]
    Epoch 1:   2%|▏         | 732/33666 [00:27<20:58, 26.17it/s, loss=3.95, v_num=0]
    Epoch 1:   2%|▏         | 732/33666 [00:27<20:58, 26.17it/s, loss=3.97, v_num=0]
    Epoch 1:   2%|▏         | 733/33666 [00:28<20:58, 26.17it/s, loss=3.97, v_num=0]
    Epoch 1:   2%|▏         | 733/33666 [00:28<20:58, 26.17it/s, loss=4.02, v_num=0]
    Epoch 1:   2%|▏         | 734/33666 [00:28<20:58, 26.17it/s, loss=4.02, v_num=0]
    Epoch 1:   2%|▏         | 734/33666 [00:28<20:58, 26.17it/s, loss=4.03, v_num=0]
    Epoch 1:   2%|▏         | 735/33666 [00:28<20:58, 26.17it/s, loss=4.03, v_num=0]
    Epoch 1:   2%|▏         | 735/33666 [00:28<20:58, 26.17it/s, loss=4.05, v_num=0]
    Epoch 1:   2%|▏         | 736/33666 [00:28<20:58, 26.17it/s, loss=4.05, v_num=0]
    Epoch 1:   2%|▏         | 736/33666 [00:28<20:58, 26.17it/s, loss=4.1, v_num=0] 
    Epoch 1:   2%|▏         | 737/33666 [00:28<20:58, 26.17it/s, loss=4.1, v_num=0]
    Epoch 1:   2%|▏         | 737/33666 [00:28<20:58, 26.17it/s, loss=4.07, v_num=0]
    Epoch 1:   2%|▏         | 738/33666 [00:28<20:58, 26.17it/s, loss=4.07, v_num=0]
    Epoch 1:   2%|▏         | 738/33666 [00:28<20:58, 26.17it/s, loss=4.09, v_num=0]
    Epoch 1:   2%|▏         | 739/33666 [00:28<20:58, 26.17it/s, loss=4.09, v_num=0]
    Epoch 1:   2%|▏         | 739/33666 [00:28<20:58, 26.17it/s, loss=4.09, v_num=0]
    Epoch 1:   2%|▏         | 740/33666 [00:28<20:58, 26.17it/s, loss=4.09, v_num=0]
    Epoch 1:   2%|▏         | 740/33666 [00:28<20:58, 26.17it/s, loss=4.06, v_num=0]
    Epoch 1:   2%|▏         | 741/33666 [00:28<20:57, 26.18it/s, loss=4.06, v_num=0]
    Epoch 1:   2%|▏         | 741/33666 [00:28<20:57, 26.17it/s, loss=3.99, v_num=0]
    Epoch 1:   2%|▏         | 742/33666 [00:28<20:58, 26.17it/s, loss=3.99, v_num=0]
    Epoch 1:   2%|▏         | 742/33666 [00:28<20:58, 26.17it/s, loss=3.95, v_num=0]
    Epoch 1:   2%|▏         | 743/33666 [00:28<20:57, 26.17it/s, loss=3.95, v_num=0]
    Epoch 1:   2%|▏         | 743/33666 [00:28<20:58, 26.17it/s, loss=3.95, v_num=0]
    Epoch 1:   2%|▏         | 744/33666 [00:28<20:57, 26.17it/s, loss=3.95, v_num=0]
    Epoch 1:   2%|▏         | 744/33666 [00:28<20:57, 26.17it/s, loss=3.94, v_num=0]
    Epoch 1:   2%|▏         | 745/33666 [00:28<20:57, 26.17it/s, loss=3.94, v_num=0]
    Epoch 1:   2%|▏         | 745/33666 [00:28<20:57, 26.17it/s, loss=3.99, v_num=0]
    Epoch 1:   2%|▏         | 746/33666 [00:28<20:57, 26.17it/s, loss=3.99, v_num=0]
    Epoch 1:   2%|▏         | 746/33666 [00:28<20:57, 26.17it/s, loss=4.01, v_num=0]
    Epoch 1:   2%|▏         | 747/33666 [00:28<20:57, 26.18it/s, loss=4.01, v_num=0]
    Epoch 1:   2%|▏         | 747/33666 [00:28<20:57, 26.18it/s, loss=3.99, v_num=0]
    Epoch 1:   2%|▏         | 748/33666 [00:28<20:57, 26.18it/s, loss=3.99, v_num=0]
    Epoch 1:   2%|▏         | 748/33666 [00:28<20:57, 26.18it/s, loss=4.11, v_num=0]
    Epoch 1:   2%|▏         | 749/33666 [00:28<20:57, 26.18it/s, loss=4.11, v_num=0]
    Epoch 1:   2%|▏         | 749/33666 [00:28<20:57, 26.18it/s, loss=4.08, v_num=0]
    Epoch 1:   2%|▏         | 750/33666 [00:28<20:57, 26.18it/s, loss=4.08, v_num=0]
    Epoch 1:   2%|▏         | 750/33666 [00:28<20:57, 26.18it/s, loss=4.09, v_num=0]
    Epoch 1:   2%|▏         | 751/33666 [00:28<20:57, 26.18it/s, loss=4.09, v_num=0]
    Epoch 1:   2%|▏         | 751/33666 [00:28<20:57, 26.18it/s, loss=4.06, v_num=0]
    Epoch 1:   2%|▏         | 752/33666 [00:28<20:57, 26.18it/s, loss=4.06, v_num=0]
    Epoch 1:   2%|▏         | 752/33666 [00:28<20:57, 26.18it/s, loss=3.98, v_num=0]
    Epoch 1:   2%|▏         | 753/33666 [00:28<20:56, 26.18it/s, loss=3.98, v_num=0]
    Epoch 1:   2%|▏         | 753/33666 [00:28<20:56, 26.18it/s, loss=3.98, v_num=0]
    Epoch 1:   2%|▏         | 754/33666 [00:28<20:56, 26.19it/s, loss=3.98, v_num=0]
    Epoch 1:   2%|▏         | 754/33666 [00:28<20:56, 26.19it/s, loss=3.99, v_num=0]
    Epoch 1:   2%|▏         | 755/33666 [00:28<20:56, 26.19it/s, loss=3.99, v_num=0]
    Epoch 1:   2%|▏         | 755/33666 [00:28<20:56, 26.19it/s, loss=4.08, v_num=0]
    Epoch 1:   2%|▏         | 756/33666 [00:28<20:56, 26.19it/s, loss=4.08, v_num=0]
    Epoch 1:   2%|▏         | 756/33666 [00:28<20:56, 26.19it/s, loss=4.1, v_num=0] 
    Epoch 1:   2%|▏         | 757/33666 [00:28<20:56, 26.19it/s, loss=4.1, v_num=0]
    Epoch 1:   2%|▏         | 757/33666 [00:28<20:56, 26.19it/s, loss=4.09, v_num=0]
    Epoch 1:   2%|▏         | 758/33666 [00:28<20:56, 26.19it/s, loss=4.09, v_num=0]
    Epoch 1:   2%|▏         | 758/33666 [00:28<20:56, 26.19it/s, loss=4.11, v_num=0]
    Epoch 1:   2%|▏         | 759/33666 [00:28<20:56, 26.20it/s, loss=4.11, v_num=0]
    Epoch 1:   2%|▏         | 759/33666 [00:28<20:56, 26.20it/s, loss=4.16, v_num=0]
    Epoch 1:   2%|▏         | 760/33666 [00:29<20:56, 26.20it/s, loss=4.16, v_num=0]
    Epoch 1:   2%|▏         | 760/33666 [00:29<20:56, 26.20it/s, loss=4.17, v_num=0]
    Epoch 1:   2%|▏         | 761/33666 [00:29<20:56, 26.19it/s, loss=4.17, v_num=0]
    Epoch 1:   2%|▏         | 761/33666 [00:29<20:56, 26.19it/s, loss=4.13, v_num=0]
    Epoch 1:   2%|▏         | 762/33666 [00:29<20:56, 26.20it/s, loss=4.13, v_num=0]
    Epoch 1:   2%|▏         | 762/33666 [00:29<20:56, 26.20it/s, loss=4.17, v_num=0]
    Epoch 1:   2%|▏         | 763/33666 [00:29<20:55, 26.20it/s, loss=4.17, v_num=0]
    Epoch 1:   2%|▏         | 763/33666 [00:29<20:55, 26.20it/s, loss=4.14, v_num=0]
    Epoch 1:   2%|▏         | 764/33666 [00:29<20:55, 26.20it/s, loss=4.14, v_num=0]
    Epoch 1:   2%|▏         | 764/33666 [00:29<20:55, 26.20it/s, loss=4.17, v_num=0]
    Epoch 1:   2%|▏         | 765/33666 [00:29<20:55, 26.20it/s, loss=4.17, v_num=0]
    Epoch 1:   2%|▏         | 765/33666 [00:29<20:55, 26.20it/s, loss=4.15, v_num=0]
    Epoch 1:   2%|▏         | 766/33666 [00:29<20:55, 26.20it/s, loss=4.15, v_num=0]
    Epoch 1:   2%|▏         | 766/33666 [00:29<20:55, 26.20it/s, loss=4.17, v_num=0]
    Epoch 1:   2%|▏         | 767/33666 [00:29<20:55, 26.20it/s, loss=4.17, v_num=0]
    Epoch 1:   2%|▏         | 767/33666 [00:29<20:55, 26.20it/s, loss=4.16, v_num=0]
    Epoch 1:   2%|▏         | 768/33666 [00:29<20:55, 26.21it/s, loss=4.16, v_num=0]
    Epoch 1:   2%|▏         | 768/33666 [00:29<20:55, 26.21it/s, loss=4.07, v_num=0]
    Epoch 1:   2%|▏         | 769/33666 [00:29<20:55, 26.21it/s, loss=4.07, v_num=0]
    Epoch 1:   2%|▏         | 769/33666 [00:29<20:55, 26.21it/s, loss=4.15, v_num=0]
    Epoch 1:   2%|▏         | 770/33666 [00:29<20:55, 26.21it/s, loss=4.15, v_num=0]
    Epoch 1:   2%|▏         | 770/33666 [00:29<20:55, 26.21it/s, loss=4.16, v_num=0]
    Epoch 1:   2%|▏         | 771/33666 [00:29<20:55, 26.21it/s, loss=4.16, v_num=0]
    Epoch 1:   2%|▏         | 771/33666 [00:29<20:55, 26.21it/s, loss=4.14, v_num=0]
    Epoch 1:   2%|▏         | 772/33666 [00:29<20:55, 26.21it/s, loss=4.14, v_num=0]
    Epoch 1:   2%|▏         | 772/33666 [00:29<20:55, 26.21it/s, loss=4.16, v_num=0]
    Epoch 1:   2%|▏         | 773/33666 [00:29<20:54, 26.21it/s, loss=4.16, v_num=0]
    Epoch 1:   2%|▏         | 773/33666 [00:29<20:54, 26.21it/s, loss=4.13, v_num=0]
    Epoch 1:   2%|▏         | 774/33666 [00:29<20:55, 26.21it/s, loss=4.13, v_num=0]
    Epoch 1:   2%|▏         | 774/33666 [00:29<20:55, 26.21it/s, loss=4.14, v_num=0]
    Epoch 1:   2%|▏         | 775/33666 [00:29<20:54, 26.21it/s, loss=4.14, v_num=0]
    Epoch 1:   2%|▏         | 775/33666 [00:29<20:54, 26.21it/s, loss=4.08, v_num=0]
    Epoch 1:   2%|▏         | 776/33666 [00:29<20:54, 26.21it/s, loss=4.08, v_num=0]
    Epoch 1:   2%|▏         | 776/33666 [00:29<20:54, 26.21it/s, loss=4.05, v_num=0]
    Epoch 1:   2%|▏         | 777/33666 [00:29<20:54, 26.21it/s, loss=4.05, v_num=0]
    Epoch 1:   2%|▏         | 777/33666 [00:29<20:54, 26.21it/s, loss=4.09, v_num=0]
    Epoch 1:   2%|▏         | 778/33666 [00:29<20:54, 26.21it/s, loss=4.09, v_num=0]
    Epoch 1:   2%|▏         | 778/33666 [00:29<20:54, 26.21it/s, loss=4.07, v_num=0]
    Epoch 1:   2%|▏         | 779/33666 [00:29<20:54, 26.21it/s, loss=4.07, v_num=0]
    Epoch 1:   2%|▏         | 779/33666 [00:29<20:54, 26.21it/s, loss=4.04, v_num=0]
    Epoch 1:   2%|▏         | 780/33666 [00:29<20:54, 26.21it/s, loss=4.04, v_num=0]
    Epoch 1:   2%|▏         | 780/33666 [00:29<20:54, 26.21it/s, loss=4.1, v_num=0] 
    Epoch 1:   2%|▏         | 781/33666 [00:29<20:54, 26.21it/s, loss=4.1, v_num=0]
    Epoch 1:   2%|▏         | 781/33666 [00:29<20:54, 26.21it/s, loss=4.15, v_num=0]
    Epoch 1:   2%|▏         | 782/33666 [00:29<20:54, 26.21it/s, loss=4.15, v_num=0]
    Epoch 1:   2%|▏         | 782/33666 [00:29<20:54, 26.21it/s, loss=4.15, v_num=0]
    Epoch 1:   2%|▏         | 783/33666 [00:29<20:54, 26.21it/s, loss=4.15, v_num=0]
    Epoch 1:   2%|▏         | 783/33666 [00:29<20:54, 26.21it/s, loss=4.16, v_num=0]
    Epoch 1:   2%|▏         | 784/33666 [00:29<20:54, 26.21it/s, loss=4.16, v_num=0]
    Epoch 1:   2%|▏         | 784/33666 [00:29<20:54, 26.21it/s, loss=4.18, v_num=0]
    Epoch 1:   2%|▏         | 785/33666 [00:29<20:54, 26.21it/s, loss=4.18, v_num=0]
    Epoch 1:   2%|▏         | 785/33666 [00:29<20:54, 26.21it/s, loss=4.2, v_num=0] 
    Epoch 1:   2%|▏         | 786/33666 [00:29<20:54, 26.21it/s, loss=4.2, v_num=0]
    Epoch 1:   2%|▏         | 786/33666 [00:29<20:54, 26.21it/s, loss=4.2, v_num=0]
    Epoch 1:   2%|▏         | 787/33666 [00:30<20:54, 26.21it/s, loss=4.2, v_num=0]
    Epoch 1:   2%|▏         | 787/33666 [00:30<20:54, 26.21it/s, loss=4.2, v_num=0]
    Epoch 1:   2%|▏         | 788/33666 [00:30<20:54, 26.22it/s, loss=4.2, v_num=0]
    Epoch 1:   2%|▏         | 788/33666 [00:30<20:54, 26.22it/s, loss=4.25, v_num=0]
    Epoch 1:   2%|▏         | 789/33666 [00:30<20:53, 26.22it/s, loss=4.25, v_num=0]
    Epoch 1:   2%|▏         | 789/33666 [00:30<20:53, 26.22it/s, loss=4.17, v_num=0]
    Epoch 1:   2%|▏         | 790/33666 [00:30<20:54, 26.21it/s, loss=4.17, v_num=0]
    Epoch 1:   2%|▏         | 790/33666 [00:30<20:54, 26.21it/s, loss=4.13, v_num=0]
    Epoch 1:   2%|▏         | 791/33666 [00:30<20:54, 26.22it/s, loss=4.13, v_num=0]
    Epoch 1:   2%|▏         | 791/33666 [00:30<20:54, 26.22it/s, loss=4.08, v_num=0]
    Epoch 1:   2%|▏         | 792/33666 [00:30<20:53, 26.22it/s, loss=4.08, v_num=0]
    Epoch 1:   2%|▏         | 792/33666 [00:30<20:53, 26.22it/s, loss=4.1, v_num=0] 
    Epoch 1:   2%|▏         | 793/33666 [00:30<20:53, 26.22it/s, loss=4.1, v_num=0]
    Epoch 1:   2%|▏         | 793/33666 [00:30<20:53, 26.22it/s, loss=4.1, v_num=0]
    Epoch 1:   2%|▏         | 794/33666 [00:30<20:53, 26.22it/s, loss=4.1, v_num=0]
    Epoch 1:   2%|▏         | 794/33666 [00:30<20:53, 26.22it/s, loss=4.12, v_num=0]
    Epoch 1:   2%|▏         | 795/33666 [00:30<20:53, 26.22it/s, loss=4.12, v_num=0]
    Epoch 1:   2%|▏         | 795/33666 [00:30<20:53, 26.22it/s, loss=4.04, v_num=0]
    Epoch 1:   2%|▏         | 796/33666 [00:30<20:53, 26.22it/s, loss=4.04, v_num=0]
    Epoch 1:   2%|▏         | 796/33666 [00:30<20:53, 26.22it/s, loss=4.04, v_num=0]
    Epoch 1:   2%|▏         | 797/33666 [00:30<20:53, 26.22it/s, loss=4.04, v_num=0]
    Epoch 1:   2%|▏         | 797/33666 [00:30<20:53, 26.22it/s, loss=4.05, v_num=0]
    Epoch 1:   2%|▏         | 798/33666 [00:30<20:53, 26.22it/s, loss=4.05, v_num=0]
    Epoch 1:   2%|▏         | 798/33666 [00:30<20:53, 26.22it/s, loss=4.02, v_num=0]
    Epoch 1:   2%|▏         | 799/33666 [00:30<20:53, 26.22it/s, loss=4.02, v_num=0]
    Epoch 1:   2%|▏         | 799/33666 [00:30<20:53, 26.22it/s, loss=4, v_num=0]   
    Epoch 1:   2%|▏         | 800/33666 [00:30<20:53, 26.22it/s, loss=4, v_num=0]
    Epoch 1:   2%|▏         | 800/33666 [00:30<20:53, 26.22it/s, loss=4.05, v_num=0]
    Epoch 1:   2%|▏         | 801/33666 [00:30<20:53, 26.22it/s, loss=4.05, v_num=0]
    Epoch 1:   2%|▏         | 801/33666 [00:30<20:53, 26.22it/s, loss=4.06, v_num=0]
    Epoch 1:   2%|▏         | 802/33666 [00:30<20:53, 26.22it/s, loss=4.06, v_num=0]
    Epoch 1:   2%|▏         | 802/33666 [00:30<20:53, 26.22it/s, loss=4.1, v_num=0] 
    Epoch 1:   2%|▏         | 803/33666 [00:30<20:53, 26.22it/s, loss=4.1, v_num=0]
    Epoch 1:   2%|▏         | 803/33666 [00:30<20:53, 26.22it/s, loss=4.11, v_num=0]
    Epoch 1:   2%|▏         | 804/33666 [00:30<20:53, 26.22it/s, loss=4.11, v_num=0]
    Epoch 1:   2%|▏         | 804/33666 [00:30<20:53, 26.22it/s, loss=4.1, v_num=0] 
    Epoch 1:   2%|▏         | 805/33666 [00:30<20:53, 26.22it/s, loss=4.1, v_num=0]
    Epoch 1:   2%|▏         | 805/33666 [00:30<20:53, 26.22it/s, loss=4.11, v_num=0]
    Epoch 1:   2%|▏         | 806/33666 [00:30<20:52, 26.23it/s, loss=4.11, v_num=0]
    Epoch 1:   2%|▏         | 806/33666 [00:30<20:52, 26.23it/s, loss=4.15, v_num=0]
    Epoch 1:   2%|▏         | 807/33666 [00:30<20:52, 26.23it/s, loss=4.15, v_num=0]
    Epoch 1:   2%|▏         | 807/33666 [00:30<20:52, 26.23it/s, loss=4.15, v_num=0]
    Epoch 1:   2%|▏         | 808/33666 [00:30<20:52, 26.23it/s, loss=4.15, v_num=0]
    Epoch 1:   2%|▏         | 808/33666 [00:30<20:52, 26.23it/s, loss=4.14, v_num=0]
    Epoch 1:   2%|▏         | 809/33666 [00:30<20:52, 26.23it/s, loss=4.14, v_num=0]
    Epoch 1:   2%|▏         | 809/33666 [00:30<20:52, 26.23it/s, loss=4.13, v_num=0]
    Epoch 1:   2%|▏         | 810/33666 [00:30<20:52, 26.23it/s, loss=4.13, v_num=0]
    Epoch 1:   2%|▏         | 810/33666 [00:30<20:52, 26.23it/s, loss=4.15, v_num=0]
    Epoch 1:   2%|▏         | 811/33666 [00:30<20:52, 26.23it/s, loss=4.15, v_num=0]
    Epoch 1:   2%|▏         | 811/33666 [00:30<20:52, 26.23it/s, loss=4.18, v_num=0]
    Epoch 1:   2%|▏         | 812/33666 [00:30<20:52, 26.24it/s, loss=4.18, v_num=0]
    Epoch 1:   2%|▏         | 812/33666 [00:30<20:52, 26.24it/s, loss=4.16, v_num=0]
    Epoch 1:   2%|▏         | 813/33666 [00:30<20:52, 26.24it/s, loss=4.16, v_num=0]
    Epoch 1:   2%|▏         | 813/33666 [00:30<20:52, 26.24it/s, loss=4.17, v_num=0]
    Epoch 1:   2%|▏         | 814/33666 [00:31<20:52, 26.24it/s, loss=4.17, v_num=0]
    Epoch 1:   2%|▏         | 814/33666 [00:31<20:52, 26.24it/s, loss=4.16, v_num=0]
    Epoch 1:   2%|▏         | 815/33666 [00:31<20:51, 26.24it/s, loss=4.16, v_num=0]
    Epoch 1:   2%|▏         | 815/33666 [00:31<20:51, 26.24it/s, loss=4.24, v_num=0]
    Epoch 1:   2%|▏         | 816/33666 [00:31<20:51, 26.24it/s, loss=4.24, v_num=0]
    Epoch 1:   2%|▏         | 816/33666 [00:31<20:51, 26.24it/s, loss=4.3, v_num=0] 
    Epoch 1:   2%|▏         | 817/33666 [00:31<20:51, 26.24it/s, loss=4.3, v_num=0]
    Epoch 1:   2%|▏         | 817/33666 [00:31<20:51, 26.24it/s, loss=4.25, v_num=0]
    Epoch 1:   2%|▏         | 818/33666 [00:31<20:51, 26.24it/s, loss=4.25, v_num=0]
    Epoch 1:   2%|▏         | 818/33666 [00:31<20:51, 26.24it/s, loss=4.32, v_num=0]
    Epoch 1:   2%|▏         | 819/33666 [00:31<20:51, 26.24it/s, loss=4.32, v_num=0]
    Epoch 1:   2%|▏         | 819/33666 [00:31<20:51, 26.24it/s, loss=4.38, v_num=0]
    Epoch 1:   2%|▏         | 820/33666 [00:31<20:51, 26.24it/s, loss=4.38, v_num=0]
    Epoch 1:   2%|▏         | 820/33666 [00:31<20:51, 26.24it/s, loss=4.3, v_num=0] 
    Epoch 1:   2%|▏         | 821/33666 [00:31<20:51, 26.24it/s, loss=4.3, v_num=0]
    Epoch 1:   2%|▏         | 821/33666 [00:31<20:51, 26.24it/s, loss=4.27, v_num=0]
    Epoch 1:   2%|▏         | 822/33666 [00:31<20:51, 26.24it/s, loss=4.27, v_num=0]
    Epoch 1:   2%|▏         | 822/33666 [00:31<20:51, 26.24it/s, loss=4.27, v_num=0]
    Epoch 1:   2%|▏         | 823/33666 [00:31<20:51, 26.24it/s, loss=4.27, v_num=0]
    Epoch 1:   2%|▏         | 823/33666 [00:31<20:51, 26.24it/s, loss=4.28, v_num=0]
    Epoch 1:   2%|▏         | 824/33666 [00:31<20:51, 26.25it/s, loss=4.28, v_num=0]
    Epoch 1:   2%|▏         | 824/33666 [00:31<20:51, 26.24it/s, loss=4.29, v_num=0]
    Epoch 1:   2%|▏         | 825/33666 [00:31<20:51, 26.25it/s, loss=4.29, v_num=0]
    Epoch 1:   2%|▏         | 825/33666 [00:31<20:51, 26.25it/s, loss=4.31, v_num=0]
    Epoch 1:   2%|▏         | 826/33666 [00:31<20:51, 26.25it/s, loss=4.31, v_num=0]
    Epoch 1:   2%|▏         | 826/33666 [00:31<20:51, 26.25it/s, loss=4.25, v_num=0]
    Epoch 1:   2%|▏         | 827/33666 [00:31<20:50, 26.25it/s, loss=4.25, v_num=0]
    Epoch 1:   2%|▏         | 827/33666 [00:31<20:50, 26.25it/s, loss=4.27, v_num=0]
    Epoch 1:   2%|▏         | 828/33666 [00:31<20:50, 26.25it/s, loss=4.27, v_num=0]
    Epoch 1:   2%|▏         | 828/33666 [00:31<20:50, 26.25it/s, loss=4.27, v_num=0]
    Epoch 1:   2%|▏         | 829/33666 [00:31<20:50, 26.26it/s, loss=4.27, v_num=0]
    Epoch 1:   2%|▏         | 829/33666 [00:31<20:50, 26.26it/s, loss=4.29, v_num=0]
    Epoch 1:   2%|▏         | 830/33666 [00:31<20:50, 26.26it/s, loss=4.29, v_num=0]
    Epoch 1:   2%|▏         | 830/33666 [00:31<20:50, 26.26it/s, loss=4.4, v_num=0] 
    Epoch 1:   2%|▏         | 831/33666 [00:31<20:50, 26.26it/s, loss=4.4, v_num=0]
    Epoch 1:   2%|▏         | 831/33666 [00:31<20:50, 26.26it/s, loss=4.39, v_num=0]
    Epoch 1:   2%|▏         | 832/33666 [00:31<20:50, 26.26it/s, loss=4.39, v_num=0]
    Epoch 1:   2%|▏         | 832/33666 [00:31<20:50, 26.26it/s, loss=4.4, v_num=0] 
    Epoch 1:   2%|▏         | 833/33666 [00:31<20:50, 26.26it/s, loss=4.4, v_num=0]
    Epoch 1:   2%|▏         | 833/33666 [00:31<20:50, 26.26it/s, loss=4.43, v_num=0]
    Epoch 1:   2%|▏         | 834/33666 [00:31<20:50, 26.26it/s, loss=4.43, v_num=0]
    Epoch 1:   2%|▏         | 834/33666 [00:31<20:50, 26.26it/s, loss=4.43, v_num=0]
    Epoch 1:   2%|▏         | 835/33666 [00:31<20:49, 26.27it/s, loss=4.43, v_num=0]
    Epoch 1:   2%|▏         | 835/33666 [00:31<20:49, 26.27it/s, loss=4.39, v_num=0]
    Epoch 1:   2%|▏         | 836/33666 [00:31<20:49, 26.27it/s, loss=4.39, v_num=0]
    Epoch 1:   2%|▏         | 836/33666 [00:31<20:49, 26.27it/s, loss=4.33, v_num=0]
    Epoch 1:   2%|▏         | 837/33666 [00:31<20:49, 26.27it/s, loss=4.33, v_num=0]
    Epoch 1:   2%|▏         | 837/33666 [00:31<20:49, 26.27it/s, loss=4.36, v_num=0]
    Epoch 1:   2%|▏         | 838/33666 [00:31<20:49, 26.27it/s, loss=4.36, v_num=0]
    Epoch 1:   2%|▏         | 838/33666 [00:31<20:49, 26.27it/s, loss=4.31, v_num=0]
    Epoch 1:   2%|▏         | 839/33666 [00:31<20:49, 26.27it/s, loss=4.31, v_num=0]
    Epoch 1:   2%|▏         | 839/33666 [00:31<20:49, 26.27it/s, loss=4.27, v_num=0]
    Epoch 1:   2%|▏         | 840/33666 [00:31<20:49, 26.28it/s, loss=4.27, v_num=0]
    Epoch 1:   2%|▏         | 840/33666 [00:31<20:49, 26.28it/s, loss=4.28, v_num=0]
    Epoch 1:   2%|▏         | 841/33666 [00:32<20:49, 26.28it/s, loss=4.28, v_num=0]
    Epoch 1:   2%|▏         | 841/33666 [00:32<20:49, 26.28it/s, loss=4.29, v_num=0]
    Epoch 1:   3%|▎         | 842/33666 [00:32<20:49, 26.28it/s, loss=4.29, v_num=0]
    Epoch 1:   3%|▎         | 842/33666 [00:32<20:49, 26.28it/s, loss=4.29, v_num=0]
    Epoch 1:   3%|▎         | 843/33666 [00:32<20:48, 26.28it/s, loss=4.29, v_num=0]
    Epoch 1:   3%|▎         | 843/33666 [00:32<20:48, 26.28it/s, loss=4.33, v_num=0]
    Epoch 1:   3%|▎         | 844/33666 [00:32<20:48, 26.28it/s, loss=4.33, v_num=0]
    Epoch 1:   3%|▎         | 844/33666 [00:32<20:48, 26.28it/s, loss=4.3, v_num=0] 
    Epoch 1:   3%|▎         | 845/33666 [00:32<20:48, 26.28it/s, loss=4.3, v_num=0]
    Epoch 1:   3%|▎         | 845/33666 [00:32<20:48, 26.28it/s, loss=4.32, v_num=0]
    Epoch 1:   3%|▎         | 846/33666 [00:32<20:48, 26.29it/s, loss=4.32, v_num=0]
    Epoch 1:   3%|▎         | 846/33666 [00:32<20:48, 26.29it/s, loss=4.34, v_num=0]
    Epoch 1:   3%|▎         | 847/33666 [00:32<20:48, 26.29it/s, loss=4.34, v_num=0]
    Epoch 1:   3%|▎         | 847/33666 [00:32<20:48, 26.29it/s, loss=4.33, v_num=0]
    Epoch 1:   3%|▎         | 848/33666 [00:32<20:48, 26.29it/s, loss=4.33, v_num=0]
    Epoch 1:   3%|▎         | 848/33666 [00:32<20:48, 26.29it/s, loss=4.38, v_num=0]
    Epoch 1:   3%|▎         | 849/33666 [00:32<20:48, 26.29it/s, loss=4.38, v_num=0]
    Epoch 1:   3%|▎         | 849/33666 [00:32<20:48, 26.29it/s, loss=4.39, v_num=0]
    Epoch 1:   3%|▎         | 850/33666 [00:32<20:48, 26.29it/s, loss=4.39, v_num=0]
    Epoch 1:   3%|▎         | 850/33666 [00:32<20:48, 26.29it/s, loss=4.25, v_num=0]
    Epoch 1:   3%|▎         | 851/33666 [00:32<20:48, 26.29it/s, loss=4.25, v_num=0]
    Epoch 1:   3%|▎         | 851/33666 [00:32<20:48, 26.29it/s, loss=4.26, v_num=0]
    Epoch 1:   3%|▎         | 852/33666 [00:32<20:47, 26.30it/s, loss=4.26, v_num=0]
    Epoch 1:   3%|▎         | 852/33666 [00:32<20:47, 26.30it/s, loss=4.26, v_num=0]
    Epoch 1:   3%|▎         | 853/33666 [00:32<20:47, 26.29it/s, loss=4.26, v_num=0]
    Epoch 1:   3%|▎         | 853/33666 [00:32<20:47, 26.29it/s, loss=4.21, v_num=0]
    Epoch 1:   3%|▎         | 854/33666 [00:32<20:47, 26.29it/s, loss=4.21, v_num=0]
    Epoch 1:   3%|▎         | 854/33666 [00:32<20:47, 26.29it/s, loss=4.16, v_num=0]
    Epoch 1:   3%|▎         | 855/33666 [00:32<20:47, 26.29it/s, loss=4.16, v_num=0]
    Epoch 1:   3%|▎         | 855/33666 [00:32<20:47, 26.29it/s, loss=4.24, v_num=0]
    Epoch 1:   3%|▎         | 856/33666 [00:32<20:47, 26.29it/s, loss=4.24, v_num=0]
    Epoch 1:   3%|▎         | 856/33666 [00:32<20:47, 26.29it/s, loss=4.23, v_num=0]
    Epoch 1:   3%|▎         | 857/33666 [00:32<20:47, 26.30it/s, loss=4.23, v_num=0]
    Epoch 1:   3%|▎         | 857/33666 [00:32<20:47, 26.29it/s, loss=4.27, v_num=0]
    Epoch 1:   3%|▎         | 858/33666 [00:32<20:47, 26.29it/s, loss=4.27, v_num=0]
    Epoch 1:   3%|▎         | 858/33666 [00:32<20:47, 26.29it/s, loss=4.29, v_num=0]
    Epoch 1:   3%|▎         | 859/33666 [00:32<20:47, 26.29it/s, loss=4.29, v_num=0]
    Epoch 1:   3%|▎         | 859/33666 [00:32<20:47, 26.29it/s, loss=4.31, v_num=0]
    Epoch 1:   3%|▎         | 860/33666 [00:32<20:47, 26.30it/s, loss=4.31, v_num=0]
    Epoch 1:   3%|▎         | 860/33666 [00:32<20:47, 26.30it/s, loss=4.33, v_num=0]
    Epoch 1:   3%|▎         | 861/33666 [00:32<20:47, 26.30it/s, loss=4.33, v_num=0]
    Epoch 1:   3%|▎         | 861/33666 [00:32<20:47, 26.30it/s, loss=4.31, v_num=0]
    Epoch 1:   3%|▎         | 862/33666 [00:32<20:47, 26.30it/s, loss=4.31, v_num=0]
    Epoch 1:   3%|▎         | 862/33666 [00:32<20:47, 26.30it/s, loss=4.28, v_num=0]
    Epoch 1:   3%|▎         | 863/33666 [00:32<20:47, 26.30it/s, loss=4.28, v_num=0]
    Epoch 1:   3%|▎         | 863/33666 [00:32<20:47, 26.30it/s, loss=4.26, v_num=0]
    Epoch 1:   3%|▎         | 864/33666 [00:32<20:47, 26.30it/s, loss=4.26, v_num=0]
    Epoch 1:   3%|▎         | 864/33666 [00:32<20:47, 26.30it/s, loss=4.24, v_num=0]
    Epoch 1:   3%|▎         | 865/33666 [00:32<20:47, 26.30it/s, loss=4.24, v_num=0]
    Epoch 1:   3%|▎         | 865/33666 [00:32<20:47, 26.30it/s, loss=4.25, v_num=0]
    Epoch 1:   3%|▎         | 866/33666 [00:32<20:46, 26.31it/s, loss=4.25, v_num=0]
    Epoch 1:   3%|▎         | 866/33666 [00:32<20:46, 26.30it/s, loss=4.19, v_num=0]
    Epoch 1:   3%|▎         | 867/33666 [00:32<20:46, 26.31it/s, loss=4.19, v_num=0]
    Epoch 1:   3%|▎         | 867/33666 [00:32<20:46, 26.31it/s, loss=4.21, v_num=0]
    Epoch 1:   3%|▎         | 868/33666 [00:32<20:46, 26.31it/s, loss=4.21, v_num=0]
    Epoch 1:   3%|▎         | 868/33666 [00:32<20:46, 26.31it/s, loss=4.12, v_num=0]
    Epoch 1:   3%|▎         | 869/33666 [00:33<20:46, 26.31it/s, loss=4.12, v_num=0]
    Epoch 1:   3%|▎         | 869/33666 [00:33<20:46, 26.31it/s, loss=4.11, v_num=0]
    Epoch 1:   3%|▎         | 870/33666 [00:33<20:46, 26.31it/s, loss=4.11, v_num=0]
    Epoch 1:   3%|▎         | 870/33666 [00:33<20:46, 26.31it/s, loss=4.13, v_num=0]
    Epoch 1:   3%|▎         | 871/33666 [00:33<20:46, 26.32it/s, loss=4.13, v_num=0]
    Epoch 1:   3%|▎         | 871/33666 [00:33<20:46, 26.32it/s, loss=4.14, v_num=0]
    Epoch 1:   3%|▎         | 872/33666 [00:33<20:45, 26.32it/s, loss=4.14, v_num=0]
    Epoch 1:   3%|▎         | 872/33666 [00:33<20:45, 26.32it/s, loss=4.15, v_num=0]
    Epoch 1:   3%|▎         | 873/33666 [00:33<20:45, 26.33it/s, loss=4.15, v_num=0]
    Epoch 1:   3%|▎         | 873/33666 [00:33<20:45, 26.32it/s, loss=4.14, v_num=0]
    Epoch 1:   3%|▎         | 874/33666 [00:33<20:45, 26.33it/s, loss=4.14, v_num=0]
    Epoch 1:   3%|▎         | 874/33666 [00:33<20:45, 26.33it/s, loss=4.19, v_num=0]
    Epoch 1:   3%|▎         | 875/33666 [00:33<20:45, 26.33it/s, loss=4.19, v_num=0]
    Epoch 1:   3%|▎         | 875/33666 [00:33<20:45, 26.33it/s, loss=4.15, v_num=0]
    Epoch 1:   3%|▎         | 876/33666 [00:33<20:45, 26.34it/s, loss=4.15, v_num=0]
    Epoch 1:   3%|▎         | 876/33666 [00:33<20:45, 26.34it/s, loss=4.24, v_num=0]
    Epoch 1:   3%|▎         | 877/33666 [00:33<20:44, 26.34it/s, loss=4.24, v_num=0]
    Epoch 1:   3%|▎         | 877/33666 [00:33<20:44, 26.34it/s, loss=4.23, v_num=0]
    Epoch 1:   3%|▎         | 878/33666 [00:33<20:44, 26.34it/s, loss=4.23, v_num=0]
    Epoch 1:   3%|▎         | 878/33666 [00:33<20:44, 26.34it/s, loss=4.22, v_num=0]
    Epoch 1:   3%|▎         | 879/33666 [00:33<20:44, 26.34it/s, loss=4.22, v_num=0]
    Epoch 1:   3%|▎         | 879/33666 [00:33<20:44, 26.34it/s, loss=4.2, v_num=0] 
    Epoch 1:   3%|▎         | 880/33666 [00:33<20:44, 26.34it/s, loss=4.2, v_num=0]
    Epoch 1:   3%|▎         | 880/33666 [00:33<20:44, 26.34it/s, loss=4.18, v_num=0]
    Epoch 1:   3%|▎         | 881/33666 [00:33<20:44, 26.34it/s, loss=4.18, v_num=0]
    Epoch 1:   3%|▎         | 881/33666 [00:33<20:44, 26.34it/s, loss=4.22, v_num=0]
    Epoch 1:   3%|▎         | 882/33666 [00:33<20:44, 26.34it/s, loss=4.22, v_num=0]
    Epoch 1:   3%|▎         | 882/33666 [00:33<20:44, 26.34it/s, loss=4.24, v_num=0]
    Epoch 1:   3%|▎         | 883/33666 [00:33<20:44, 26.34it/s, loss=4.24, v_num=0]
    Epoch 1:   3%|▎         | 883/33666 [00:33<20:44, 26.34it/s, loss=4.29, v_num=0]
    Epoch 1:   3%|▎         | 884/33666 [00:33<20:44, 26.34it/s, loss=4.29, v_num=0]
    Epoch 1:   3%|▎         | 884/33666 [00:33<20:44, 26.34it/s, loss=4.33, v_num=0]
    Epoch 1:   3%|▎         | 885/33666 [00:33<20:44, 26.34it/s, loss=4.33, v_num=0]
    Epoch 1:   3%|▎         | 885/33666 [00:33<20:44, 26.34it/s, loss=4.31, v_num=0]
    Epoch 1:   3%|▎         | 886/33666 [00:33<20:44, 26.34it/s, loss=4.31, v_num=0]
    Epoch 1:   3%|▎         | 886/33666 [00:33<20:44, 26.34it/s, loss=4.35, v_num=0]
    Epoch 1:   3%|▎         | 887/33666 [00:33<20:44, 26.34it/s, loss=4.35, v_num=0]
    Epoch 1:   3%|▎         | 887/33666 [00:33<20:44, 26.34it/s, loss=4.32, v_num=0]
    Epoch 1:   3%|▎         | 888/33666 [00:33<20:44, 26.35it/s, loss=4.32, v_num=0]
    Epoch 1:   3%|▎         | 888/33666 [00:33<20:44, 26.35it/s, loss=4.35, v_num=0]
    Epoch 1:   3%|▎         | 889/33666 [00:33<20:44, 26.35it/s, loss=4.35, v_num=0]
    Epoch 1:   3%|▎         | 889/33666 [00:33<20:44, 26.35it/s, loss=4.35, v_num=0]
    Epoch 1:   3%|▎         | 890/33666 [00:33<20:44, 26.35it/s, loss=4.35, v_num=0]
    Epoch 1:   3%|▎         | 890/33666 [00:33<20:44, 26.35it/s, loss=4.37, v_num=0]
    Epoch 1:   3%|▎         | 891/33666 [00:33<20:43, 26.35it/s, loss=4.37, v_num=0]
    Epoch 1:   3%|▎         | 891/33666 [00:33<20:43, 26.35it/s, loss=4.36, v_num=0]
    Epoch 1:   3%|▎         | 892/33666 [00:33<20:43, 26.35it/s, loss=4.36, v_num=0]
    Epoch 1:   3%|▎         | 892/33666 [00:33<20:43, 26.35it/s, loss=4.27, v_num=0]
    Epoch 1:   3%|▎         | 893/33666 [00:33<20:43, 26.35it/s, loss=4.27, v_num=0]
    Epoch 1:   3%|▎         | 893/33666 [00:33<20:43, 26.35it/s, loss=4.28, v_num=0]
    Epoch 1:   3%|▎         | 894/33666 [00:33<20:43, 26.35it/s, loss=4.28, v_num=0]
    Epoch 1:   3%|▎         | 894/33666 [00:33<20:43, 26.35it/s, loss=4.3, v_num=0] 
    Epoch 1:   3%|▎         | 895/33666 [00:33<20:43, 26.35it/s, loss=4.3, v_num=0]
    Epoch 1:   3%|▎         | 895/33666 [00:33<20:43, 26.35it/s, loss=4.28, v_num=0]
    Epoch 1:   3%|▎         | 896/33666 [00:34<20:43, 26.35it/s, loss=4.28, v_num=0]
    Epoch 1:   3%|▎         | 896/33666 [00:34<20:43, 26.35it/s, loss=4.23, v_num=0]
    Epoch 1:   3%|▎         | 897/33666 [00:34<20:43, 26.35it/s, loss=4.23, v_num=0]
    Epoch 1:   3%|▎         | 897/33666 [00:34<20:43, 26.35it/s, loss=4.26, v_num=0]
    Epoch 1:   3%|▎         | 898/33666 [00:34<20:43, 26.35it/s, loss=4.26, v_num=0]
    Epoch 1:   3%|▎         | 898/33666 [00:34<20:43, 26.35it/s, loss=4.31, v_num=0]
    Epoch 1:   3%|▎         | 899/33666 [00:34<20:43, 26.35it/s, loss=4.31, v_num=0]
    Epoch 1:   3%|▎         | 899/33666 [00:34<20:43, 26.35it/s, loss=4.27, v_num=0]
    Epoch 1:   3%|▎         | 900/33666 [00:34<20:43, 26.35it/s, loss=4.27, v_num=0]
    Epoch 1:   3%|▎         | 900/33666 [00:34<20:43, 26.35it/s, loss=4.3, v_num=0] 
    Epoch 1:   3%|▎         | 901/33666 [00:34<20:43, 26.36it/s, loss=4.3, v_num=0]
    Epoch 1:   3%|▎         | 901/33666 [00:34<20:43, 26.36it/s, loss=4.27, v_num=0]
    Epoch 1:   3%|▎         | 902/33666 [00:34<20:43, 26.36it/s, loss=4.27, v_num=0]
    Epoch 1:   3%|▎         | 902/33666 [00:34<20:43, 26.36it/s, loss=4.26, v_num=0]
    Epoch 1:   3%|▎         | 903/33666 [00:34<20:42, 26.36it/s, loss=4.26, v_num=0]
    Epoch 1:   3%|▎         | 903/33666 [00:34<20:42, 26.36it/s, loss=4.21, v_num=0]
    Epoch 1:   3%|▎         | 904/33666 [00:34<20:42, 26.36it/s, loss=4.21, v_num=0]
    Epoch 1:   3%|▎         | 904/33666 [00:34<20:42, 26.36it/s, loss=4.24, v_num=0]
    Epoch 1:   3%|▎         | 905/33666 [00:34<20:42, 26.36it/s, loss=4.24, v_num=0]
    Epoch 1:   3%|▎         | 905/33666 [00:34<20:42, 26.36it/s, loss=4.19, v_num=0]
    Epoch 1:   3%|▎         | 906/33666 [00:34<20:42, 26.36it/s, loss=4.19, v_num=0]
    Epoch 1:   3%|▎         | 906/33666 [00:34<20:42, 26.36it/s, loss=4.18, v_num=0]
    Epoch 1:   3%|▎         | 907/33666 [00:34<20:42, 26.37it/s, loss=4.18, v_num=0]
    Epoch 1:   3%|▎         | 907/33666 [00:34<20:42, 26.36it/s, loss=4.2, v_num=0] 
    Epoch 1:   3%|▎         | 908/33666 [00:34<20:42, 26.37it/s, loss=4.2, v_num=0]
    Epoch 1:   3%|▎         | 908/33666 [00:34<20:42, 26.37it/s, loss=4.22, v_num=0]
    Epoch 1:   3%|▎         | 909/33666 [00:34<20:42, 26.37it/s, loss=4.22, v_num=0]
    Epoch 1:   3%|▎         | 909/33666 [00:34<20:42, 26.37it/s, loss=4.21, v_num=0]
    Epoch 1:   3%|▎         | 910/33666 [00:34<20:42, 26.37it/s, loss=4.21, v_num=0]
    Epoch 1:   3%|▎         | 910/33666 [00:34<20:42, 26.37it/s, loss=4.16, v_num=0]
    Epoch 1:   3%|▎         | 911/33666 [00:34<20:42, 26.37it/s, loss=4.16, v_num=0]
    Epoch 1:   3%|▎         | 911/33666 [00:34<20:42, 26.37it/s, loss=4.16, v_num=0]
    Epoch 1:   3%|▎         | 912/33666 [00:34<20:42, 26.36it/s, loss=4.16, v_num=0]
    Epoch 1:   3%|▎         | 912/33666 [00:34<20:42, 26.36it/s, loss=4.21, v_num=0]
    Epoch 1:   3%|▎         | 913/33666 [00:34<20:42, 26.37it/s, loss=4.21, v_num=0]
    Epoch 1:   3%|▎         | 913/33666 [00:34<20:42, 26.37it/s, loss=4.23, v_num=0]
    Epoch 1:   3%|▎         | 914/33666 [00:34<20:42, 26.37it/s, loss=4.23, v_num=0]
    Epoch 1:   3%|▎         | 914/33666 [00:34<20:42, 26.37it/s, loss=4.2, v_num=0] 
    Epoch 1:   3%|▎         | 915/33666 [00:34<20:42, 26.36it/s, loss=4.2, v_num=0]
    Epoch 1:   3%|▎         | 915/33666 [00:34<20:42, 26.36it/s, loss=4.22, v_num=0]
    Epoch 1:   3%|▎         | 916/33666 [00:34<20:42, 26.37it/s, loss=4.22, v_num=0]
    Epoch 1:   3%|▎         | 916/33666 [00:34<20:42, 26.37it/s, loss=4.21, v_num=0]
    Epoch 1:   3%|▎         | 917/33666 [00:34<20:42, 26.36it/s, loss=4.21, v_num=0]
    Epoch 1:   3%|▎         | 917/33666 [00:34<20:42, 26.36it/s, loss=4.14, v_num=0]
    Epoch 1:   3%|▎         | 918/33666 [00:34<20:42, 26.36it/s, loss=4.14, v_num=0]
    Epoch 1:   3%|▎         | 918/33666 [00:34<20:42, 26.36it/s, loss=4.12, v_num=0]
    Epoch 1:   3%|▎         | 919/33666 [00:34<20:42, 26.36it/s, loss=4.12, v_num=0]
    Epoch 1:   3%|▎         | 919/33666 [00:34<20:42, 26.36it/s, loss=4.17, v_num=0]
    Epoch 1:   3%|▎         | 920/33666 [00:34<20:42, 26.36it/s, loss=4.17, v_num=0]
    Epoch 1:   3%|▎         | 920/33666 [00:34<20:42, 26.36it/s, loss=4.15, v_num=0]
    Epoch 1:   3%|▎         | 921/33666 [00:34<20:42, 26.36it/s, loss=4.15, v_num=0]
    Epoch 1:   3%|▎         | 921/33666 [00:34<20:42, 26.36it/s, loss=4.18, v_num=0]
    Epoch 1:   3%|▎         | 922/33666 [00:34<20:42, 26.36it/s, loss=4.18, v_num=0]
    Epoch 1:   3%|▎         | 922/33666 [00:34<20:42, 26.36it/s, loss=4.17, v_num=0]
    Epoch 1:   3%|▎         | 923/33666 [00:35<20:41, 26.37it/s, loss=4.17, v_num=0]
    Epoch 1:   3%|▎         | 923/33666 [00:35<20:41, 26.37it/s, loss=4.17, v_num=0]
    Epoch 1:   3%|▎         | 924/33666 [00:35<20:41, 26.36it/s, loss=4.17, v_num=0]
    Epoch 1:   3%|▎         | 924/33666 [00:35<20:41, 26.36it/s, loss=4.13, v_num=0]
    Epoch 1:   3%|▎         | 925/33666 [00:35<20:41, 26.36it/s, loss=4.13, v_num=0]
    Epoch 1:   3%|▎         | 925/33666 [00:35<20:41, 26.36it/s, loss=4.19, v_num=0]
    Epoch 1:   3%|▎         | 926/33666 [00:35<20:42, 26.36it/s, loss=4.19, v_num=0]
    Epoch 1:   3%|▎         | 926/33666 [00:35<20:42, 26.36it/s, loss=4.23, v_num=0]
    Epoch 1:   3%|▎         | 927/33666 [00:35<20:41, 26.36it/s, loss=4.23, v_num=0]
    Epoch 1:   3%|▎         | 927/33666 [00:35<20:41, 26.36it/s, loss=4.21, v_num=0]
    Epoch 1:   3%|▎         | 928/33666 [00:35<20:41, 26.36it/s, loss=4.21, v_num=0]
    Epoch 1:   3%|▎         | 928/33666 [00:35<20:41, 26.36it/s, loss=4.19, v_num=0]
    Epoch 1:   3%|▎         | 929/33666 [00:35<20:41, 26.36it/s, loss=4.19, v_num=0]
    Epoch 1:   3%|▎         | 929/33666 [00:35<20:41, 26.36it/s, loss=4.19, v_num=0]
    Epoch 1:   3%|▎         | 930/33666 [00:35<20:41, 26.36it/s, loss=4.19, v_num=0]
    Epoch 1:   3%|▎         | 930/33666 [00:35<20:41, 26.36it/s, loss=4.2, v_num=0] 
    Epoch 1:   3%|▎         | 931/33666 [00:35<20:41, 26.36it/s, loss=4.2, v_num=0]
    Epoch 1:   3%|▎         | 931/33666 [00:35<20:41, 26.36it/s, loss=4.19, v_num=0]
    Epoch 1:   3%|▎         | 932/33666 [00:35<20:41, 26.37it/s, loss=4.19, v_num=0]
    Epoch 1:   3%|▎         | 932/33666 [00:35<20:41, 26.37it/s, loss=4.21, v_num=0]
    Epoch 1:   3%|▎         | 933/33666 [00:35<20:41, 26.37it/s, loss=4.21, v_num=0]
    Epoch 1:   3%|▎         | 933/33666 [00:35<20:41, 26.37it/s, loss=4.17, v_num=0]
    Epoch 1:   3%|▎         | 934/33666 [00:35<20:41, 26.37it/s, loss=4.17, v_num=0]
    Epoch 1:   3%|▎         | 934/33666 [00:35<20:41, 26.37it/s, loss=4.15, v_num=0]
    Epoch 1:   3%|▎         | 935/33666 [00:35<20:41, 26.37it/s, loss=4.15, v_num=0]
    Epoch 1:   3%|▎         | 935/33666 [00:35<20:41, 26.37it/s, loss=4.14, v_num=0]
    Epoch 1:   3%|▎         | 936/33666 [00:35<20:41, 26.37it/s, loss=4.14, v_num=0]
    Epoch 1:   3%|▎         | 936/33666 [00:35<20:41, 26.37it/s, loss=4.15, v_num=0]
    Epoch 1:   3%|▎         | 937/33666 [00:35<20:41, 26.37it/s, loss=4.15, v_num=0]
    Epoch 1:   3%|▎         | 937/33666 [00:35<20:41, 26.37it/s, loss=4.17, v_num=0]
    Epoch 1:   3%|▎         | 938/33666 [00:35<20:41, 26.37it/s, loss=4.17, v_num=0]
    Epoch 1:   3%|▎         | 938/33666 [00:35<20:41, 26.37it/s, loss=4.1, v_num=0] 
    Epoch 1:   3%|▎         | 939/33666 [00:35<20:40, 26.37it/s, loss=4.1, v_num=0]
    Epoch 1:   3%|▎         | 939/33666 [00:35<20:40, 26.37it/s, loss=4.09, v_num=0]
    Epoch 1:   3%|▎         | 940/33666 [00:35<20:40, 26.37it/s, loss=4.09, v_num=0]
    Epoch 1:   3%|▎         | 940/33666 [00:35<20:40, 26.37it/s, loss=4.1, v_num=0] 
    Epoch 1:   3%|▎         | 941/33666 [00:35<20:40, 26.38it/s, loss=4.1, v_num=0]
    Epoch 1:   3%|▎         | 941/33666 [00:35<20:40, 26.37it/s, loss=4.1, v_num=0]
    Epoch 1:   3%|▎         | 942/33666 [00:35<20:40, 26.37it/s, loss=4.1, v_num=0]
    Epoch 1:   3%|▎         | 942/33666 [00:35<20:40, 26.37it/s, loss=4.1, v_num=0]
    Epoch 1:   3%|▎         | 943/33666 [00:35<20:40, 26.38it/s, loss=4.1, v_num=0]
    Epoch 1:   3%|▎         | 943/33666 [00:35<20:40, 26.37it/s, loss=4.05, v_num=0]
    Epoch 1:   3%|▎         | 944/33666 [00:35<20:40, 26.38it/s, loss=4.05, v_num=0]
    Epoch 1:   3%|▎         | 944/33666 [00:35<20:40, 26.38it/s, loss=4.04, v_num=0]
    Epoch 1:   3%|▎         | 945/33666 [00:35<20:40, 26.38it/s, loss=4.04, v_num=0]
    Epoch 1:   3%|▎         | 945/33666 [00:35<20:40, 26.38it/s, loss=4.04, v_num=0]
    Epoch 1:   3%|▎         | 946/33666 [00:35<20:40, 26.38it/s, loss=4.04, v_num=0]
    Epoch 1:   3%|▎         | 946/33666 [00:35<20:40, 26.38it/s, loss=3.96, v_num=0]
    Epoch 1:   3%|▎         | 947/33666 [00:35<20:40, 26.38it/s, loss=3.96, v_num=0]
    Epoch 1:   3%|▎         | 947/33666 [00:35<20:40, 26.38it/s, loss=4.01, v_num=0]
    Epoch 1:   3%|▎         | 948/33666 [00:35<20:40, 26.38it/s, loss=4.01, v_num=0]
    Epoch 1:   3%|▎         | 948/33666 [00:35<20:40, 26.38it/s, loss=4.01, v_num=0]
    Epoch 1:   3%|▎         | 949/33666 [00:35<20:40, 26.38it/s, loss=4.01, v_num=0]
    Epoch 1:   3%|▎         | 949/33666 [00:35<20:40, 26.38it/s, loss=3.99, v_num=0]
    Epoch 1:   3%|▎         | 950/33666 [00:36<20:39, 26.38it/s, loss=3.99, v_num=0]
    Epoch 1:   3%|▎         | 950/33666 [00:36<20:39, 26.38it/s, loss=4.05, v_num=0]
    Epoch 1:   3%|▎         | 951/33666 [00:36<20:39, 26.39it/s, loss=4.05, v_num=0]
    Epoch 1:   3%|▎         | 951/33666 [00:36<20:39, 26.39it/s, loss=4.09, v_num=0]
    Epoch 1:   3%|▎         | 952/33666 [00:36<20:39, 26.38it/s, loss=4.09, v_num=0]
    Epoch 1:   3%|▎         | 952/33666 [00:36<20:39, 26.38it/s, loss=4.08, v_num=0]
    Epoch 1:   3%|▎         | 953/33666 [00:36<20:40, 26.38it/s, loss=4.08, v_num=0]
    Epoch 1:   3%|▎         | 953/33666 [00:36<20:40, 26.38it/s, loss=4.12, v_num=0]
    Epoch 1:   3%|▎         | 954/33666 [00:36<20:39, 26.38it/s, loss=4.12, v_num=0]
    Epoch 1:   3%|▎         | 954/33666 [00:36<20:39, 26.38it/s, loss=4.13, v_num=0]
    Epoch 1:   3%|▎         | 955/33666 [00:36<20:39, 26.38it/s, loss=4.13, v_num=0]
    Epoch 1:   3%|▎         | 955/33666 [00:36<20:39, 26.38it/s, loss=4.1, v_num=0] 
    Epoch 1:   3%|▎         | 956/33666 [00:36<20:39, 26.38it/s, loss=4.1, v_num=0]
    Epoch 1:   3%|▎         | 956/33666 [00:36<20:39, 26.38it/s, loss=4.08, v_num=0]
    Epoch 1:   3%|▎         | 957/33666 [00:36<20:39, 26.39it/s, loss=4.08, v_num=0]
    Epoch 1:   3%|▎         | 957/33666 [00:36<20:39, 26.39it/s, loss=4.05, v_num=0]
    Epoch 1:   3%|▎         | 958/33666 [00:36<20:39, 26.38it/s, loss=4.05, v_num=0]
    Epoch 1:   3%|▎         | 958/33666 [00:36<20:39, 26.38it/s, loss=4.1, v_num=0] 
    Epoch 1:   3%|▎         | 959/33666 [00:36<20:39, 26.38it/s, loss=4.1, v_num=0]
    Epoch 1:   3%|▎         | 959/33666 [00:36<20:39, 26.38it/s, loss=4.07, v_num=0]
    Epoch 1:   3%|▎         | 960/33666 [00:36<20:39, 26.38it/s, loss=4.07, v_num=0]
    Epoch 1:   3%|▎         | 960/33666 [00:36<20:39, 26.38it/s, loss=4.06, v_num=0]
    Epoch 1:   3%|▎         | 961/33666 [00:36<20:39, 26.38it/s, loss=4.06, v_num=0]
    Epoch 1:   3%|▎         | 961/33666 [00:36<20:39, 26.38it/s, loss=4, v_num=0]   
    Epoch 1:   3%|▎         | 962/33666 [00:36<20:39, 26.38it/s, loss=4, v_num=0]
    Epoch 1:   3%|▎         | 962/33666 [00:36<20:39, 26.38it/s, loss=4, v_num=0]
    Epoch 1:   3%|▎         | 963/33666 [00:36<20:39, 26.38it/s, loss=4, v_num=0]
    Epoch 1:   3%|▎         | 963/33666 [00:36<20:39, 26.38it/s, loss=4.09, v_num=0]
    Epoch 1:   3%|▎         | 964/33666 [00:36<20:39, 26.38it/s, loss=4.09, v_num=0]
    Epoch 1:   3%|▎         | 964/33666 [00:36<20:39, 26.38it/s, loss=4.09, v_num=0]
    Epoch 1:   3%|▎         | 965/33666 [00:36<20:39, 26.38it/s, loss=4.09, v_num=0]
    Epoch 1:   3%|▎         | 965/33666 [00:36<20:39, 26.38it/s, loss=4.09, v_num=0]
    Epoch 1:   3%|▎         | 966/33666 [00:36<20:39, 26.38it/s, loss=4.09, v_num=0]
    Epoch 1:   3%|▎         | 966/33666 [00:36<20:39, 26.38it/s, loss=4.12, v_num=0]
    Epoch 1:   3%|▎         | 967/33666 [00:36<20:39, 26.39it/s, loss=4.12, v_num=0]
    Epoch 1:   3%|▎         | 967/33666 [00:36<20:39, 26.39it/s, loss=4.08, v_num=0]
    Epoch 1:   3%|▎         | 968/33666 [00:36<20:39, 26.39it/s, loss=4.08, v_num=0]
    Epoch 1:   3%|▎         | 968/33666 [00:36<20:39, 26.39it/s, loss=4.12, v_num=0]
    Epoch 1:   3%|▎         | 969/33666 [00:36<20:39, 26.39it/s, loss=4.12, v_num=0]
    Epoch 1:   3%|▎         | 969/33666 [00:36<20:39, 26.39it/s, loss=4.15, v_num=0]
    Epoch 1:   3%|▎         | 970/33666 [00:36<20:38, 26.39it/s, loss=4.15, v_num=0]
    Epoch 1:   3%|▎         | 970/33666 [00:36<20:38, 26.39it/s, loss=4.11, v_num=0]
    Epoch 1:   3%|▎         | 971/33666 [00:36<20:38, 26.39it/s, loss=4.11, v_num=0]
    Epoch 1:   3%|▎         | 971/33666 [00:36<20:38, 26.39it/s, loss=4.06, v_num=0]
    Epoch 1:   3%|▎         | 972/33666 [00:36<20:38, 26.39it/s, loss=4.06, v_num=0]
    Epoch 1:   3%|▎         | 972/33666 [00:36<20:38, 26.39it/s, loss=4.06, v_num=0]
    Epoch 1:   3%|▎         | 973/33666 [00:36<20:38, 26.39it/s, loss=4.06, v_num=0]
    Epoch 1:   3%|▎         | 973/33666 [00:36<20:38, 26.39it/s, loss=4.06, v_num=0]
    Epoch 1:   3%|▎         | 974/33666 [00:36<20:38, 26.39it/s, loss=4.06, v_num=0]
    Epoch 1:   3%|▎         | 974/33666 [00:36<20:38, 26.39it/s, loss=4.12, v_num=0]
    Epoch 1:   3%|▎         | 975/33666 [00:36<20:38, 26.40it/s, loss=4.12, v_num=0]
    Epoch 1:   3%|▎         | 975/33666 [00:36<20:38, 26.40it/s, loss=4.11, v_num=0]
    Epoch 1:   3%|▎         | 976/33666 [00:36<20:38, 26.40it/s, loss=4.11, v_num=0]
    Epoch 1:   3%|▎         | 976/33666 [00:36<20:38, 26.40it/s, loss=4.13, v_num=0]
    Epoch 1:   3%|▎         | 977/33666 [00:37<20:38, 26.40it/s, loss=4.13, v_num=0]
    Epoch 1:   3%|▎         | 977/33666 [00:37<20:38, 26.40it/s, loss=4.13, v_num=0]
    Epoch 1:   3%|▎         | 978/33666 [00:37<20:38, 26.40it/s, loss=4.13, v_num=0]
    Epoch 1:   3%|▎         | 978/33666 [00:37<20:38, 26.39it/s, loss=4.1, v_num=0] 
    Epoch 1:   3%|▎         | 979/33666 [00:37<20:38, 26.40it/s, loss=4.1, v_num=0]
    Epoch 1:   3%|▎         | 979/33666 [00:37<20:38, 26.40it/s, loss=4.11, v_num=0]
    Epoch 1:   3%|▎         | 980/33666 [00:37<20:38, 26.40it/s, loss=4.11, v_num=0]
    Epoch 1:   3%|▎         | 980/33666 [00:37<20:38, 26.40it/s, loss=4.13, v_num=0]
    Epoch 1:   3%|▎         | 981/33666 [00:37<20:38, 26.40it/s, loss=4.13, v_num=0]
    Epoch 1:   3%|▎         | 981/33666 [00:37<20:38, 26.40it/s, loss=4.13, v_num=0]
    Epoch 1:   3%|▎         | 982/33666 [00:37<20:38, 26.40it/s, loss=4.13, v_num=0]
    Epoch 1:   3%|▎         | 982/33666 [00:37<20:38, 26.40it/s, loss=4.17, v_num=0]
    Epoch 1:   3%|▎         | 983/33666 [00:37<20:37, 26.40it/s, loss=4.17, v_num=0]
    Epoch 1:   3%|▎         | 983/33666 [00:37<20:37, 26.40it/s, loss=4.1, v_num=0] 
    Epoch 1:   3%|▎         | 984/33666 [00:37<20:37, 26.40it/s, loss=4.1, v_num=0]
    Epoch 1:   3%|▎         | 984/33666 [00:37<20:37, 26.40it/s, loss=4.15, v_num=0]
    Epoch 1:   3%|▎         | 985/33666 [00:37<20:37, 26.40it/s, loss=4.15, v_num=0]
    Epoch 1:   3%|▎         | 985/33666 [00:37<20:37, 26.40it/s, loss=4.12, v_num=0]
    Epoch 1:   3%|▎         | 986/33666 [00:37<20:37, 26.40it/s, loss=4.12, v_num=0]
    Epoch 1:   3%|▎         | 986/33666 [00:37<20:37, 26.40it/s, loss=4.15, v_num=0]
    Epoch 1:   3%|▎         | 987/33666 [00:37<20:37, 26.41it/s, loss=4.15, v_num=0]
    Epoch 1:   3%|▎         | 987/33666 [00:37<20:37, 26.41it/s, loss=4.16, v_num=0]
    Epoch 1:   3%|▎         | 988/33666 [00:37<20:37, 26.41it/s, loss=4.16, v_num=0]
    Epoch 1:   3%|▎         | 988/33666 [00:37<20:37, 26.41it/s, loss=4.08, v_num=0]
    Epoch 1:   3%|▎         | 989/33666 [00:37<20:37, 26.41it/s, loss=4.08, v_num=0]
    Epoch 1:   3%|▎         | 989/33666 [00:37<20:37, 26.41it/s, loss=4.05, v_num=0]
    Epoch 1:   3%|▎         | 990/33666 [00:37<20:37, 26.41it/s, loss=4.05, v_num=0]
    Epoch 1:   3%|▎         | 990/33666 [00:37<20:37, 26.41it/s, loss=4.01, v_num=0]
    Epoch 1:   3%|▎         | 991/33666 [00:37<20:37, 26.41it/s, loss=4.01, v_num=0]
    Epoch 1:   3%|▎         | 991/33666 [00:37<20:37, 26.41it/s, loss=4.01, v_num=0]
    Epoch 1:   3%|▎         | 992/33666 [00:37<20:37, 26.41it/s, loss=4.01, v_num=0]
    Epoch 1:   3%|▎         | 992/33666 [00:37<20:37, 26.41it/s, loss=4.06, v_num=0]
    Epoch 1:   3%|▎         | 993/33666 [00:37<20:37, 26.41it/s, loss=4.06, v_num=0]
    Epoch 1:   3%|▎         | 993/33666 [00:37<20:37, 26.41it/s, loss=4.07, v_num=0]
    Epoch 1:   3%|▎         | 994/33666 [00:37<20:37, 26.41it/s, loss=4.07, v_num=0]
    Epoch 1:   3%|▎         | 994/33666 [00:37<20:37, 26.40it/s, loss=4.07, v_num=0]
    Epoch 1:   3%|▎         | 995/33666 [00:37<20:37, 26.41it/s, loss=4.07, v_num=0]
    Epoch 1:   3%|▎         | 995/33666 [00:37<20:37, 26.41it/s, loss=4.12, v_num=0]
    Epoch 1:   3%|▎         | 996/33666 [00:37<20:37, 26.41it/s, loss=4.12, v_num=0]
    Epoch 1:   3%|▎         | 996/33666 [00:37<20:37, 26.41it/s, loss=4.08, v_num=0]
    Epoch 1:   3%|▎         | 997/33666 [00:37<20:37, 26.41it/s, loss=4.08, v_num=0]
    Epoch 1:   3%|▎         | 997/33666 [00:37<20:37, 26.41it/s, loss=4.07, v_num=0]
    Epoch 1:   3%|▎         | 998/33666 [00:37<20:36, 26.41it/s, loss=4.07, v_num=0]
    Epoch 1:   3%|▎         | 998/33666 [00:37<20:36, 26.41it/s, loss=4.13, v_num=0]
    Epoch 1:   3%|▎         | 999/33666 [00:37<20:36, 26.41it/s, loss=4.13, v_num=0]
    Epoch 1:   3%|▎         | 999/33666 [00:37<20:36, 26.41it/s, loss=4.14, v_num=0]
    Epoch 1:   3%|▎         | 1000/33666 [00:37<20:36, 26.41it/s, loss=4.14, v_num=0]
    Epoch 1:   3%|▎         | 1000/33666 [00:37<20:36, 26.41it/s, loss=4.11, v_num=0]
    Epoch 1:   3%|▎         | 1001/33666 [00:37<20:36, 26.41it/s, loss=4.11, v_num=0]
    Epoch 1:   3%|▎         | 1001/33666 [00:37<20:36, 26.41it/s, loss=4.12, v_num=0]
    Epoch 1:   3%|▎         | 1002/33666 [00:37<20:36, 26.41it/s, loss=4.12, v_num=0]
    Epoch 1:   3%|▎         | 1002/33666 [00:37<20:36, 26.41it/s, loss=4.09, v_num=0]
    Epoch 1:   3%|▎         | 1003/33666 [00:37<20:36, 26.42it/s, loss=4.09, v_num=0]
    Epoch 1:   3%|▎         | 1003/33666 [00:37<20:36, 26.42it/s, loss=4.16, v_num=0]
    Epoch 1:   3%|▎         | 1004/33666 [00:38<20:36, 26.42it/s, loss=4.16, v_num=0]
    Epoch 1:   3%|▎         | 1004/33666 [00:38<20:36, 26.42it/s, loss=4.1, v_num=0] 
    Epoch 1:   3%|▎         | 1005/33666 [00:38<20:36, 26.42it/s, loss=4.1, v_num=0]
    Epoch 1:   3%|▎         | 1005/33666 [00:38<20:36, 26.42it/s, loss=4.1, v_num=0]
    Epoch 1:   3%|▎         | 1006/33666 [00:38<20:36, 26.42it/s, loss=4.1, v_num=0]
    Epoch 1:   3%|▎         | 1006/33666 [00:38<20:36, 26.42it/s, loss=4.07, v_num=0]
    Epoch 1:   3%|▎         | 1007/33666 [00:38<20:36, 26.42it/s, loss=4.07, v_num=0]
    Epoch 1:   3%|▎         | 1007/33666 [00:38<20:36, 26.42it/s, loss=4.05, v_num=0]
    Epoch 1:   3%|▎         | 1008/33666 [00:38<20:35, 26.42it/s, loss=4.05, v_num=0]
    Epoch 1:   3%|▎         | 1008/33666 [00:38<20:36, 26.42it/s, loss=4.12, v_num=0]
    Epoch 1:   3%|▎         | 1009/33666 [00:38<20:35, 26.42it/s, loss=4.12, v_num=0]
    Epoch 1:   3%|▎         | 1009/33666 [00:38<20:35, 26.42it/s, loss=4.1, v_num=0] 
    Epoch 1:   3%|▎         | 1010/33666 [00:38<20:35, 26.42it/s, loss=4.1, v_num=0]
    Epoch 1:   3%|▎         | 1010/33666 [00:38<20:35, 26.42it/s, loss=4.11, v_num=0]
    Epoch 1:   3%|▎         | 1011/33666 [00:38<20:35, 26.43it/s, loss=4.11, v_num=0]
    Epoch 1:   3%|▎         | 1011/33666 [00:38<20:35, 26.43it/s, loss=4.08, v_num=0]
    Epoch 1:   3%|▎         | 1012/33666 [00:38<20:35, 26.43it/s, loss=4.08, v_num=0]
    Epoch 1:   3%|▎         | 1012/33666 [00:38<20:35, 26.43it/s, loss=3.99, v_num=0]
    Epoch 1:   3%|▎         | 1013/33666 [00:38<20:35, 26.43it/s, loss=3.99, v_num=0]
    Epoch 1:   3%|▎         | 1013/33666 [00:38<20:35, 26.43it/s, loss=3.96, v_num=0]
    Epoch 1:   3%|▎         | 1014/33666 [00:38<20:35, 26.43it/s, loss=3.96, v_num=0]
    Epoch 1:   3%|▎         | 1014/33666 [00:38<20:35, 26.43it/s, loss=3.95, v_num=0]
    Epoch 1:   3%|▎         | 1015/33666 [00:38<20:35, 26.43it/s, loss=3.95, v_num=0]
    Epoch 1:   3%|▎         | 1015/33666 [00:38<20:35, 26.43it/s, loss=3.93, v_num=0]
    Epoch 1:   3%|▎         | 1016/33666 [00:38<20:35, 26.43it/s, loss=3.93, v_num=0]
    Epoch 1:   3%|▎         | 1016/33666 [00:38<20:35, 26.43it/s, loss=3.92, v_num=0]
    Epoch 1:   3%|▎         | 1017/33666 [00:38<20:35, 26.43it/s, loss=3.92, v_num=0]
    Epoch 1:   3%|▎         | 1017/33666 [00:38<20:35, 26.43it/s, loss=3.97, v_num=0]
    Epoch 1:   3%|▎         | 1018/33666 [00:38<20:35, 26.44it/s, loss=3.97, v_num=0]
    Epoch 1:   3%|▎         | 1018/33666 [00:38<20:35, 26.43it/s, loss=3.95, v_num=0]
    Epoch 1:   3%|▎         | 1019/33666 [00:38<20:34, 26.44it/s, loss=3.95, v_num=0]
    Epoch 1:   3%|▎         | 1019/33666 [00:38<20:34, 26.44it/s, loss=3.95, v_num=0]
    Epoch 1:   3%|▎         | 1020/33666 [00:38<20:34, 26.44it/s, loss=3.95, v_num=0]
    Epoch 1:   3%|▎         | 1020/33666 [00:38<20:34, 26.44it/s, loss=4, v_num=0]   
    Epoch 1:   3%|▎         | 1021/33666 [00:38<20:34, 26.44it/s, loss=4, v_num=0]
    Epoch 1:   3%|▎         | 1021/33666 [00:38<20:34, 26.44it/s, loss=3.97, v_num=0]
    Epoch 1:   3%|▎         | 1022/33666 [00:38<20:34, 26.44it/s, loss=3.97, v_num=0]
    Epoch 1:   3%|▎         | 1022/33666 [00:38<20:34, 26.44it/s, loss=4, v_num=0]   
    Epoch 1:   3%|▎         | 1023/33666 [00:38<20:34, 26.44it/s, loss=4, v_num=0]
    Epoch 1:   3%|▎         | 1023/33666 [00:38<20:34, 26.44it/s, loss=3.9, v_num=0]
    Epoch 1:   3%|▎         | 1024/33666 [00:38<20:34, 26.44it/s, loss=3.9, v_num=0]
    Epoch 1:   3%|▎         | 1024/33666 [00:38<20:34, 26.44it/s, loss=3.94, v_num=0]
    Epoch 1:   3%|▎         | 1025/33666 [00:38<20:34, 26.44it/s, loss=3.94, v_num=0]
    Epoch 1:   3%|▎         | 1025/33666 [00:38<20:34, 26.44it/s, loss=3.92, v_num=0]
    Epoch 1:   3%|▎         | 1026/33666 [00:38<20:34, 26.45it/s, loss=3.92, v_num=0]
    Epoch 1:   3%|▎         | 1026/33666 [00:38<20:34, 26.44it/s, loss=3.9, v_num=0] 
    Epoch 1:   3%|▎         | 1027/33666 [00:38<20:34, 26.45it/s, loss=3.9, v_num=0]
    Epoch 1:   3%|▎         | 1027/33666 [00:38<20:34, 26.45it/s, loss=3.89, v_num=0]
    Epoch 1:   3%|▎         | 1028/33666 [00:38<20:34, 26.45it/s, loss=3.89, v_num=0]
    Epoch 1:   3%|▎         | 1028/33666 [00:38<20:34, 26.45it/s, loss=3.89, v_num=0]
    Epoch 1:   3%|▎         | 1029/33666 [00:38<20:33, 26.45it/s, loss=3.89, v_num=0]
    Epoch 1:   3%|▎         | 1029/33666 [00:38<20:33, 26.45it/s, loss=3.92, v_num=0]
    Epoch 1:   3%|▎         | 1030/33666 [00:38<20:33, 26.45it/s, loss=3.92, v_num=0]
    Epoch 1:   3%|▎         | 1030/33666 [00:38<20:33, 26.45it/s, loss=3.96, v_num=0]
    Epoch 1:   3%|▎         | 1031/33666 [00:38<20:33, 26.45it/s, loss=3.96, v_num=0]
    Epoch 1:   3%|▎         | 1031/33666 [00:38<20:33, 26.45it/s, loss=4.04, v_num=0]
    Epoch 1:   3%|▎         | 1032/33666 [00:39<20:33, 26.45it/s, loss=4.04, v_num=0]
    Epoch 1:   3%|▎         | 1032/33666 [00:39<20:33, 26.45it/s, loss=4.08, v_num=0]
    Epoch 1:   3%|▎         | 1033/33666 [00:39<20:33, 26.46it/s, loss=4.08, v_num=0]
    Epoch 1:   3%|▎         | 1033/33666 [00:39<20:33, 26.45it/s, loss=4.09, v_num=0]
    Epoch 1:   3%|▎         | 1034/33666 [00:39<20:33, 26.46it/s, loss=4.09, v_num=0]
    Epoch 1:   3%|▎         | 1034/33666 [00:39<20:33, 26.46it/s, loss=4.02, v_num=0]
    Epoch 1:   3%|▎         | 1035/33666 [00:39<20:33, 26.46it/s, loss=4.02, v_num=0]
    Epoch 1:   3%|▎         | 1035/33666 [00:39<20:33, 26.46it/s, loss=4.02, v_num=0]
    Epoch 1:   3%|▎         | 1036/33666 [00:39<20:32, 26.47it/s, loss=4.02, v_num=0]
    Epoch 1:   3%|▎         | 1036/33666 [00:39<20:32, 26.47it/s, loss=4.13, v_num=0]
    Epoch 1:   3%|▎         | 1037/33666 [00:39<20:32, 26.47it/s, loss=4.13, v_num=0]
    Epoch 1:   3%|▎         | 1037/33666 [00:39<20:32, 26.47it/s, loss=4.09, v_num=0]
    Epoch 1:   3%|▎         | 1038/33666 [00:39<20:32, 26.47it/s, loss=4.09, v_num=0]
    Epoch 1:   3%|▎         | 1038/33666 [00:39<20:32, 26.47it/s, loss=4.05, v_num=0]
    Epoch 1:   3%|▎         | 1039/33666 [00:39<20:32, 26.48it/s, loss=4.05, v_num=0]
    Epoch 1:   3%|▎         | 1039/33666 [00:39<20:32, 26.48it/s, loss=4.07, v_num=0]
    Epoch 1:   3%|▎         | 1040/33666 [00:39<20:32, 26.48it/s, loss=4.07, v_num=0]
    Epoch 1:   3%|▎         | 1040/33666 [00:39<20:32, 26.48it/s, loss=4.03, v_num=0]
    Epoch 1:   3%|▎         | 1041/33666 [00:39<20:31, 26.48it/s, loss=4.03, v_num=0]
    Epoch 1:   3%|▎         | 1041/33666 [00:39<20:31, 26.48it/s, loss=4.11, v_num=0]
    Epoch 1:   3%|▎         | 1042/33666 [00:39<20:31, 26.48it/s, loss=4.11, v_num=0]
    Epoch 1:   3%|▎         | 1042/33666 [00:39<20:31, 26.48it/s, loss=4.12, v_num=0]
    Epoch 1:   3%|▎         | 1043/33666 [00:39<20:31, 26.49it/s, loss=4.12, v_num=0]
    Epoch 1:   3%|▎         | 1043/33666 [00:39<20:31, 26.49it/s, loss=4.14, v_num=0]
    Epoch 1:   3%|▎         | 1044/33666 [00:39<20:31, 26.49it/s, loss=4.14, v_num=0]
    Epoch 1:   3%|▎         | 1044/33666 [00:39<20:31, 26.49it/s, loss=4.15, v_num=0]
    Epoch 1:   3%|▎         | 1045/33666 [00:39<20:31, 26.50it/s, loss=4.15, v_num=0]
    Epoch 1:   3%|▎         | 1045/33666 [00:39<20:31, 26.50it/s, loss=4.21, v_num=0]
    Epoch 1:   3%|▎         | 1046/33666 [00:39<20:30, 26.50it/s, loss=4.21, v_num=0]
    Epoch 1:   3%|▎         | 1046/33666 [00:39<20:30, 26.50it/s, loss=4.28, v_num=0]
    Epoch 1:   3%|▎         | 1047/33666 [00:39<20:30, 26.50it/s, loss=4.28, v_num=0]
    Epoch 1:   3%|▎         | 1047/33666 [00:39<20:30, 26.50it/s, loss=4.33, v_num=0]
    Epoch 1:   3%|▎         | 1048/33666 [00:39<20:30, 26.50it/s, loss=4.33, v_num=0]
    Epoch 1:   3%|▎         | 1048/33666 [00:39<20:30, 26.50it/s, loss=4.34, v_num=0]
    Epoch 1:   3%|▎         | 1049/33666 [00:39<20:30, 26.51it/s, loss=4.34, v_num=0]
    Epoch 1:   3%|▎         | 1049/33666 [00:39<20:30, 26.51it/s, loss=4.35, v_num=0]
    Epoch 1:   3%|▎         | 1050/33666 [00:39<20:30, 26.51it/s, loss=4.35, v_num=0]
    Epoch 1:   3%|▎         | 1050/33666 [00:39<20:30, 26.51it/s, loss=4.35, v_num=0]
    Epoch 1:   3%|▎         | 1051/33666 [00:39<20:30, 26.51it/s, loss=4.35, v_num=0]
    Epoch 1:   3%|▎         | 1051/33666 [00:39<20:30, 26.51it/s, loss=4.31, v_num=0]
    Epoch 1:   3%|▎         | 1052/33666 [00:39<20:30, 26.52it/s, loss=4.31, v_num=0]
    Epoch 1:   3%|▎         | 1052/33666 [00:39<20:30, 26.52it/s, loss=4.35, v_num=0]
    Epoch 1:   3%|▎         | 1053/33666 [00:39<20:29, 26.52it/s, loss=4.35, v_num=0]
    Epoch 1:   3%|▎         | 1053/33666 [00:39<20:29, 26.52it/s, loss=4.35, v_num=0]
    Epoch 1:   3%|▎         | 1054/33666 [00:39<20:29, 26.52it/s, loss=4.35, v_num=0]
    Epoch 1:   3%|▎         | 1054/33666 [00:39<20:29, 26.52it/s, loss=4.42, v_num=0]
    Epoch 1:   3%|▎         | 1055/33666 [00:39<20:29, 26.53it/s, loss=4.42, v_num=0]
    Epoch 1:   3%|▎         | 1055/33666 [00:39<20:29, 26.53it/s, loss=4.38, v_num=0]
    Epoch 1:   3%|▎         | 1056/33666 [00:39<20:29, 26.53it/s, loss=4.38, v_num=0]
    Epoch 1:   3%|▎         | 1056/33666 [00:39<20:29, 26.53it/s, loss=4.39, v_num=0]
    Epoch 1:   3%|▎         | 1057/33666 [00:39<20:28, 26.53it/s, loss=4.39, v_num=0]
    Epoch 1:   3%|▎         | 1057/33666 [00:39<20:28, 26.53it/s, loss=4.41, v_num=0]
    Epoch 1:   3%|▎         | 1058/33666 [00:39<20:28, 26.54it/s, loss=4.41, v_num=0]
    Epoch 1:   3%|▎         | 1058/33666 [00:39<20:28, 26.54it/s, loss=4.44, v_num=0]
    Epoch 1:   3%|▎         | 1059/33666 [00:39<20:28, 26.54it/s, loss=4.44, v_num=0]
    Epoch 1:   3%|▎         | 1059/33666 [00:39<20:28, 26.54it/s, loss=4.42, v_num=0]
    Epoch 1:   3%|▎         | 1060/33666 [00:39<20:28, 26.55it/s, loss=4.42, v_num=0]
    Epoch 1:   3%|▎         | 1060/33666 [00:39<20:28, 26.55it/s, loss=4.37, v_num=0]
    Epoch 1:   3%|▎         | 1061/33666 [00:39<20:28, 26.55it/s, loss=4.37, v_num=0]
    Epoch 1:   3%|▎         | 1061/33666 [00:39<20:28, 26.55it/s, loss=4.36, v_num=0]
    Epoch 1:   3%|▎         | 1062/33666 [00:39<20:27, 26.55it/s, loss=4.36, v_num=0]
    Epoch 1:   3%|▎         | 1062/33666 [00:39<20:27, 26.55it/s, loss=4.34, v_num=0]
    Epoch 1:   3%|▎         | 1063/33666 [00:40<20:27, 26.56it/s, loss=4.34, v_num=0]
    Epoch 1:   3%|▎         | 1063/33666 [00:40<20:27, 26.56it/s, loss=4.36, v_num=0]
    Epoch 1:   3%|▎         | 1064/33666 [00:40<20:27, 26.56it/s, loss=4.36, v_num=0]
    Epoch 1:   3%|▎         | 1064/33666 [00:40<20:27, 26.56it/s, loss=4.35, v_num=0]
    Epoch 1:   3%|▎         | 1065/33666 [00:40<20:27, 26.56it/s, loss=4.35, v_num=0]
    Epoch 1:   3%|▎         | 1065/33666 [00:40<20:27, 26.56it/s, loss=4.32, v_num=0]
    Epoch 1:   3%|▎         | 1066/33666 [00:40<20:27, 26.56it/s, loss=4.32, v_num=0]
    Epoch 1:   3%|▎         | 1066/33666 [00:40<20:27, 26.56it/s, loss=4.29, v_num=0]
    Epoch 1:   3%|▎         | 1067/33666 [00:40<20:27, 26.56it/s, loss=4.29, v_num=0]
    Epoch 1:   3%|▎         | 1067/33666 [00:40<20:27, 26.56it/s, loss=4.25, v_num=0]
    Epoch 1:   3%|▎         | 1068/33666 [00:40<20:27, 26.56it/s, loss=4.25, v_num=0]
    Epoch 1:   3%|▎         | 1068/33666 [00:40<20:27, 26.56it/s, loss=4.22, v_num=0]
    Epoch 1:   3%|▎         | 1069/33666 [00:40<20:27, 26.56it/s, loss=4.22, v_num=0]
    Epoch 1:   3%|▎         | 1069/33666 [00:40<20:27, 26.56it/s, loss=4.18, v_num=0]
    Epoch 1:   3%|▎         | 1070/33666 [00:40<20:27, 26.56it/s, loss=4.18, v_num=0]
    Epoch 1:   3%|▎         | 1070/33666 [00:40<20:27, 26.56it/s, loss=4.2, v_num=0] 
    Epoch 1:   3%|▎         | 1071/33666 [00:40<20:27, 26.56it/s, loss=4.2, v_num=0]
    Epoch 1:   3%|▎         | 1071/33666 [00:40<20:27, 26.56it/s, loss=4.18, v_num=0]
    Epoch 1:   3%|▎         | 1072/33666 [00:40<20:27, 26.56it/s, loss=4.18, v_num=0]
    Epoch 1:   3%|▎         | 1072/33666 [00:40<20:27, 26.56it/s, loss=4.14, v_num=0]
    Epoch 1:   3%|▎         | 1073/33666 [00:40<20:27, 26.55it/s, loss=4.14, v_num=0]
    Epoch 1:   3%|▎         | 1073/33666 [00:40<20:27, 26.55it/s, loss=4.13, v_num=0]
    Epoch 1:   3%|▎         | 1074/33666 [00:40<20:27, 26.55it/s, loss=4.13, v_num=0]
    Epoch 1:   3%|▎         | 1074/33666 [00:40<20:27, 26.55it/s, loss=4.09, v_num=0]
    Epoch 1:   3%|▎         | 1075/33666 [00:40<20:27, 26.55it/s, loss=4.09, v_num=0]
    Epoch 1:   3%|▎         | 1075/33666 [00:40<20:27, 26.55it/s, loss=4.09, v_num=0]
    Epoch 1:   3%|▎         | 1076/33666 [00:40<20:27, 26.55it/s, loss=4.09, v_num=0]
    Epoch 1:   3%|▎         | 1076/33666 [00:40<20:27, 26.55it/s, loss=4.04, v_num=0]
    Epoch 1:   3%|▎         | 1077/33666 [00:40<20:27, 26.55it/s, loss=4.04, v_num=0]
    Epoch 1:   3%|▎         | 1077/33666 [00:40<20:27, 26.55it/s, loss=4.04, v_num=0]
    Epoch 1:   3%|▎         | 1078/33666 [00:40<20:27, 26.55it/s, loss=4.04, v_num=0]
    Epoch 1:   3%|▎         | 1078/33666 [00:40<20:27, 26.55it/s, loss=4.05, v_num=0]
    Epoch 1:   3%|▎         | 1079/33666 [00:40<20:27, 26.55it/s, loss=4.05, v_num=0]
    Epoch 1:   3%|▎         | 1079/33666 [00:40<20:27, 26.55it/s, loss=4.12, v_num=0]
    Epoch 1:   3%|▎         | 1080/33666 [00:40<20:27, 26.55it/s, loss=4.12, v_num=0]
    Epoch 1:   3%|▎         | 1080/33666 [00:40<20:27, 26.55it/s, loss=4.17, v_num=0]
    Epoch 1:   3%|▎         | 1081/33666 [00:40<20:27, 26.56it/s, loss=4.17, v_num=0]
    Epoch 1:   3%|▎         | 1081/33666 [00:40<20:27, 26.56it/s, loss=4.18, v_num=0]
    Epoch 1:   3%|▎         | 1082/33666 [00:40<20:26, 26.56it/s, loss=4.18, v_num=0]
    Epoch 1:   3%|▎         | 1082/33666 [00:40<20:26, 26.56it/s, loss=4.15, v_num=0]
    Epoch 1:   3%|▎         | 1083/33666 [00:40<20:26, 26.56it/s, loss=4.15, v_num=0]
    Epoch 1:   3%|▎         | 1083/33666 [00:40<20:26, 26.56it/s, loss=4.14, v_num=0]
    Epoch 1:   3%|▎         | 1084/33666 [00:40<20:26, 26.56it/s, loss=4.14, v_num=0]
    Epoch 1:   3%|▎         | 1084/33666 [00:40<20:26, 26.56it/s, loss=4.16, v_num=0]
    Epoch 1:   3%|▎         | 1085/33666 [00:40<20:26, 26.56it/s, loss=4.16, v_num=0]
    Epoch 1:   3%|▎         | 1085/33666 [00:40<20:26, 26.56it/s, loss=4.16, v_num=0]
    Epoch 1:   3%|▎         | 1086/33666 [00:40<20:26, 26.56it/s, loss=4.16, v_num=0]
    Epoch 1:   3%|▎         | 1086/33666 [00:40<20:26, 26.56it/s, loss=4.11, v_num=0]
    Epoch 1:   3%|▎         | 1087/33666 [00:40<20:26, 26.56it/s, loss=4.11, v_num=0]
    Epoch 1:   3%|▎         | 1087/33666 [00:40<20:26, 26.56it/s, loss=4.08, v_num=0]
    Epoch 1:   3%|▎         | 1088/33666 [00:40<20:26, 26.56it/s, loss=4.08, v_num=0]
    Epoch 1:   3%|▎         | 1088/33666 [00:40<20:26, 26.56it/s, loss=4.09, v_num=0]
    Epoch 1:   3%|▎         | 1089/33666 [00:40<20:26, 26.56it/s, loss=4.09, v_num=0]
    Epoch 1:   3%|▎         | 1089/33666 [00:40<20:26, 26.56it/s, loss=4.11, v_num=0]
    Epoch 1:   3%|▎         | 1090/33666 [00:41<20:26, 26.56it/s, loss=4.11, v_num=0]
    Epoch 1:   3%|▎         | 1090/33666 [00:41<20:26, 26.56it/s, loss=4.15, v_num=0]
    Epoch 1:   3%|▎         | 1091/33666 [00:41<20:26, 26.56it/s, loss=4.15, v_num=0]
    Epoch 1:   3%|▎         | 1091/33666 [00:41<20:26, 26.56it/s, loss=4.14, v_num=0]
    Epoch 1:   3%|▎         | 1092/33666 [00:41<20:26, 26.56it/s, loss=4.14, v_num=0]
    Epoch 1:   3%|▎         | 1092/33666 [00:41<20:26, 26.56it/s, loss=4.12, v_num=0]
    Epoch 1:   3%|▎         | 1093/33666 [00:41<20:26, 26.56it/s, loss=4.12, v_num=0]
    Epoch 1:   3%|▎         | 1093/33666 [00:41<20:26, 26.56it/s, loss=4.11, v_num=0]
    Epoch 1:   3%|▎         | 1094/33666 [00:41<20:26, 26.56it/s, loss=4.11, v_num=0]
    Epoch 1:   3%|▎         | 1094/33666 [00:41<20:26, 26.56it/s, loss=4.09, v_num=0]
    Epoch 1:   3%|▎         | 1095/33666 [00:41<20:26, 26.56it/s, loss=4.09, v_num=0]
    Epoch 1:   3%|▎         | 1095/33666 [00:41<20:26, 26.56it/s, loss=4.12, v_num=0]
    Epoch 1:   3%|▎         | 1096/33666 [00:41<20:26, 26.56it/s, loss=4.12, v_num=0]
    Epoch 1:   3%|▎         | 1096/33666 [00:41<20:26, 26.56it/s, loss=4.08, v_num=0]
    Epoch 1:   3%|▎         | 1097/33666 [00:41<20:26, 26.56it/s, loss=4.08, v_num=0]
    Epoch 1:   3%|▎         | 1097/33666 [00:41<20:26, 26.56it/s, loss=4.05, v_num=0]
    Epoch 1:   3%|▎         | 1098/33666 [00:41<20:26, 26.56it/s, loss=4.05, v_num=0]
    Epoch 1:   3%|▎         | 1098/33666 [00:41<20:26, 26.56it/s, loss=4.01, v_num=0]
    Epoch 1:   3%|▎         | 1099/33666 [00:41<20:26, 26.56it/s, loss=4.01, v_num=0]
    Epoch 1:   3%|▎         | 1099/33666 [00:41<20:26, 26.56it/s, loss=3.93, v_num=0]
    Epoch 1:   3%|▎         | 1100/33666 [00:41<20:25, 26.57it/s, loss=3.93, v_num=0]
    Epoch 1:   3%|▎         | 1100/33666 [00:41<20:25, 26.57it/s, loss=3.91, v_num=0]
    Epoch 1:   3%|▎         | 1101/33666 [00:41<20:25, 26.56it/s, loss=3.91, v_num=0]
    Epoch 1:   3%|▎         | 1101/33666 [00:41<20:25, 26.56it/s, loss=3.85, v_num=0]
    Epoch 1:   3%|▎         | 1102/33666 [00:41<20:25, 26.56it/s, loss=3.85, v_num=0]
    Epoch 1:   3%|▎         | 1102/33666 [00:41<20:25, 26.56it/s, loss=3.89, v_num=0]
    Epoch 1:   3%|▎         | 1103/33666 [00:41<20:25, 26.56it/s, loss=3.89, v_num=0]
    Epoch 1:   3%|▎         | 1103/33666 [00:41<20:25, 26.56it/s, loss=3.97, v_num=0]
    Epoch 1:   3%|▎         | 1104/33666 [00:41<20:25, 26.56it/s, loss=3.97, v_num=0]
    Epoch 1:   3%|▎         | 1104/33666 [00:41<20:25, 26.56it/s, loss=3.91, v_num=0]
    Epoch 1:   3%|▎         | 1105/33666 [00:41<20:25, 26.56it/s, loss=3.91, v_num=0]
    Epoch 1:   3%|▎         | 1105/33666 [00:41<20:25, 26.56it/s, loss=3.91, v_num=0]
    Epoch 1:   3%|▎         | 1106/33666 [00:41<20:25, 26.57it/s, loss=3.91, v_num=0]
    Epoch 1:   3%|▎         | 1106/33666 [00:41<20:25, 26.56it/s, loss=3.92, v_num=0]
    Epoch 1:   3%|▎         | 1107/33666 [00:41<20:25, 26.56it/s, loss=3.92, v_num=0]
    Epoch 1:   3%|▎         | 1107/33666 [00:41<20:25, 26.56it/s, loss=3.98, v_num=0]
    Epoch 1:   3%|▎         | 1108/33666 [00:41<20:25, 26.56it/s, loss=3.98, v_num=0]
    Epoch 1:   3%|▎         | 1108/33666 [00:41<20:25, 26.56it/s, loss=3.99, v_num=0]
    Epoch 1:   3%|▎         | 1109/33666 [00:41<20:25, 26.57it/s, loss=3.99, v_num=0]
    Epoch 1:   3%|▎         | 1109/33666 [00:41<20:25, 26.56it/s, loss=4.04, v_num=0]
    Epoch 1:   3%|▎         | 1110/33666 [00:41<20:25, 26.57it/s, loss=4.04, v_num=0]
    Epoch 1:   3%|▎         | 1110/33666 [00:41<20:25, 26.57it/s, loss=3.96, v_num=0]
    Epoch 1:   3%|▎         | 1111/33666 [00:41<20:25, 26.57it/s, loss=3.96, v_num=0]
    Epoch 1:   3%|▎         | 1111/33666 [00:41<20:25, 26.57it/s, loss=4.03, v_num=0]
    Epoch 1:   3%|▎         | 1112/33666 [00:41<20:25, 26.56it/s, loss=4.03, v_num=0]
    Epoch 1:   3%|▎         | 1112/33666 [00:41<20:25, 26.56it/s, loss=4.04, v_num=0]
    Epoch 1:   3%|▎         | 1113/33666 [00:41<20:25, 26.57it/s, loss=4.04, v_num=0]
    Epoch 1:   3%|▎         | 1113/33666 [00:41<20:25, 26.57it/s, loss=4.04, v_num=0]
    Epoch 1:   3%|▎         | 1114/33666 [00:41<20:25, 26.57it/s, loss=4.04, v_num=0]
    Epoch 1:   3%|▎         | 1114/33666 [00:41<20:25, 26.56it/s, loss=4.04, v_num=0]
    Epoch 1:   3%|▎         | 1115/33666 [00:41<20:25, 26.56it/s, loss=4.04, v_num=0]
    Epoch 1:   3%|▎         | 1115/33666 [00:41<20:25, 26.56it/s, loss=4.05, v_num=0]
    Epoch 1:   3%|▎         | 1116/33666 [00:42<20:25, 26.56it/s, loss=4.05, v_num=0]
    Epoch 1:   3%|▎         | 1116/33666 [00:42<20:25, 26.56it/s, loss=4.05, v_num=0]
    Epoch 1:   3%|▎         | 1117/33666 [00:42<20:25, 26.56it/s, loss=4.05, v_num=0]
    Epoch 1:   3%|▎         | 1117/33666 [00:42<20:25, 26.56it/s, loss=4.09, v_num=0]
    Epoch 1:   3%|▎         | 1118/33666 [00:42<20:25, 26.56it/s, loss=4.09, v_num=0]
    Epoch 1:   3%|▎         | 1118/33666 [00:42<20:25, 26.56it/s, loss=4.15, v_num=0]
    Epoch 1:   3%|▎         | 1119/33666 [00:42<20:25, 26.56it/s, loss=4.15, v_num=0]
    Epoch 1:   3%|▎         | 1119/33666 [00:42<20:25, 26.56it/s, loss=4.18, v_num=0]
    Epoch 1:   3%|▎         | 1120/33666 [00:42<20:25, 26.57it/s, loss=4.18, v_num=0]
    Epoch 1:   3%|▎         | 1120/33666 [00:42<20:25, 26.57it/s, loss=4.14, v_num=0]
    Epoch 1:   3%|▎         | 1121/33666 [00:42<20:25, 26.56it/s, loss=4.14, v_num=0]
    Epoch 1:   3%|▎         | 1121/33666 [00:42<20:25, 26.56it/s, loss=4.16, v_num=0]
    Epoch 1:   3%|▎         | 1122/33666 [00:42<20:25, 26.56it/s, loss=4.16, v_num=0]
    Epoch 1:   3%|▎         | 1122/33666 [00:42<20:25, 26.56it/s, loss=4.11, v_num=0]
    Epoch 1:   3%|▎         | 1123/33666 [00:42<20:25, 26.56it/s, loss=4.11, v_num=0]
    Epoch 1:   3%|▎         | 1123/33666 [00:42<20:25, 26.56it/s, loss=4.02, v_num=0]
    Epoch 1:   3%|▎         | 1124/33666 [00:42<20:25, 26.56it/s, loss=4.02, v_num=0]
    Epoch 1:   3%|▎         | 1124/33666 [00:42<20:25, 26.56it/s, loss=4.06, v_num=0]
    Epoch 1:   3%|▎         | 1125/33666 [00:42<20:25, 26.56it/s, loss=4.06, v_num=0]
    Epoch 1:   3%|▎         | 1125/33666 [00:42<20:25, 26.56it/s, loss=4.08, v_num=0]
    Epoch 1:   3%|▎         | 1126/33666 [00:42<20:25, 26.56it/s, loss=4.08, v_num=0]
    Epoch 1:   3%|▎         | 1126/33666 [00:42<20:25, 26.56it/s, loss=4.06, v_num=0]
    Epoch 1:   3%|▎         | 1127/33666 [00:42<20:25, 26.56it/s, loss=4.06, v_num=0]
    Epoch 1:   3%|▎         | 1127/33666 [00:42<20:25, 26.56it/s, loss=4.06, v_num=0]
    Epoch 1:   3%|▎         | 1128/33666 [00:42<20:25, 26.56it/s, loss=4.06, v_num=0]
    Epoch 1:   3%|▎         | 1128/33666 [00:42<20:25, 26.56it/s, loss=4.05, v_num=0]
    Epoch 1:   3%|▎         | 1129/33666 [00:42<20:24, 26.56it/s, loss=4.05, v_num=0]
    Epoch 1:   3%|▎         | 1129/33666 [00:42<20:24, 26.56it/s, loss=4.02, v_num=0]
    Epoch 1:   3%|▎         | 1130/33666 [00:42<20:25, 26.56it/s, loss=4.02, v_num=0]
    Epoch 1:   3%|▎         | 1130/33666 [00:42<20:25, 26.56it/s, loss=4.04, v_num=0]
    Epoch 1:   3%|▎         | 1131/33666 [00:42<20:24, 26.56it/s, loss=4.04, v_num=0]
    Epoch 1:   3%|▎         | 1131/33666 [00:42<20:24, 26.56it/s, loss=4.05, v_num=0]
    Epoch 1:   3%|▎         | 1132/33666 [00:42<20:24, 26.56it/s, loss=4.05, v_num=0]
    Epoch 1:   3%|▎         | 1132/33666 [00:42<20:24, 26.56it/s, loss=4.04, v_num=0]
    Epoch 1:   3%|▎         | 1133/33666 [00:42<20:24, 26.56it/s, loss=4.04, v_num=0]
    Epoch 1:   3%|▎         | 1133/33666 [00:42<20:24, 26.56it/s, loss=4, v_num=0]   
    Epoch 1:   3%|▎         | 1134/33666 [00:42<20:24, 26.56it/s, loss=4, v_num=0]
    Epoch 1:   3%|▎         | 1134/33666 [00:42<20:24, 26.56it/s, loss=4.02, v_num=0]
    Epoch 1:   3%|▎         | 1135/33666 [00:42<20:24, 26.56it/s, loss=4.02, v_num=0]
    Epoch 1:   3%|▎         | 1135/33666 [00:42<20:24, 26.56it/s, loss=4.03, v_num=0]
    Epoch 1:   3%|▎         | 1136/33666 [00:42<20:24, 26.56it/s, loss=4.03, v_num=0]
    Epoch 1:   3%|▎         | 1136/33666 [00:42<20:24, 26.56it/s, loss=4.05, v_num=0]
    Epoch 1:   3%|▎         | 1137/33666 [00:42<20:24, 26.56it/s, loss=4.05, v_num=0]
    Epoch 1:   3%|▎         | 1137/33666 [00:42<20:24, 26.56it/s, loss=4.01, v_num=0]
    Epoch 1:   3%|▎         | 1138/33666 [00:42<20:24, 26.56it/s, loss=4.01, v_num=0]
    Epoch 1:   3%|▎         | 1138/33666 [00:42<20:24, 26.56it/s, loss=3.99, v_num=0]
    Epoch 1:   3%|▎         | 1139/33666 [00:42<20:24, 26.56it/s, loss=3.99, v_num=0]
    Epoch 1:   3%|▎         | 1139/33666 [00:42<20:24, 26.56it/s, loss=4.01, v_num=0]
    Epoch 1:   3%|▎         | 1140/33666 [00:42<20:24, 26.55it/s, loss=4.01, v_num=0]
    Epoch 1:   3%|▎         | 1140/33666 [00:42<20:24, 26.55it/s, loss=4.04, v_num=0]
    Epoch 1:   3%|▎         | 1141/33666 [00:42<20:24, 26.55it/s, loss=4.04, v_num=0]
    Epoch 1:   3%|▎         | 1141/33666 [00:42<20:24, 26.55it/s, loss=4.05, v_num=0]
    Epoch 1:   3%|▎         | 1142/33666 [00:43<20:24, 26.55it/s, loss=4.05, v_num=0]
    Epoch 1:   3%|▎         | 1142/33666 [00:43<20:24, 26.55it/s, loss=4.06, v_num=0]
    Epoch 1:   3%|▎         | 1143/33666 [00:43<20:24, 26.55it/s, loss=4.06, v_num=0]
    Epoch 1:   3%|▎         | 1143/33666 [00:43<20:24, 26.55it/s, loss=4.08, v_num=0]
    Epoch 1:   3%|▎         | 1144/33666 [00:43<20:24, 26.55it/s, loss=4.08, v_num=0]
    Epoch 1:   3%|▎         | 1144/33666 [00:43<20:24, 26.55it/s, loss=4.13, v_num=0]
    Epoch 1:   3%|▎         | 1145/33666 [00:43<20:25, 26.55it/s, loss=4.13, v_num=0]
    Epoch 1:   3%|▎         | 1145/33666 [00:43<20:25, 26.55it/s, loss=4.14, v_num=0]
    Epoch 1:   3%|▎         | 1146/33666 [00:43<20:25, 26.55it/s, loss=4.14, v_num=0]
    Epoch 1:   3%|▎         | 1146/33666 [00:43<20:25, 26.54it/s, loss=4.15, v_num=0]
    Epoch 1:   3%|▎         | 1147/33666 [00:43<20:25, 26.54it/s, loss=4.15, v_num=0]
    Epoch 1:   3%|▎         | 1147/33666 [00:43<20:25, 26.54it/s, loss=4.08, v_num=0]
    Epoch 1:   3%|▎         | 1148/33666 [00:43<20:25, 26.54it/s, loss=4.08, v_num=0]
    Epoch 1:   3%|▎         | 1148/33666 [00:43<20:25, 26.54it/s, loss=4.06, v_num=0]
    Epoch 1:   3%|▎         | 1149/33666 [00:43<20:25, 26.54it/s, loss=4.06, v_num=0]
    Epoch 1:   3%|▎         | 1149/33666 [00:43<20:25, 26.54it/s, loss=4.08, v_num=0]
    Epoch 1:   3%|▎         | 1150/33666 [00:43<20:25, 26.54it/s, loss=4.08, v_num=0]
    Epoch 1:   3%|▎         | 1150/33666 [00:43<20:25, 26.54it/s, loss=4.13, v_num=0]
    Epoch 1:   3%|▎         | 1151/33666 [00:43<20:25, 26.54it/s, loss=4.13, v_num=0]
    Epoch 1:   3%|▎         | 1151/33666 [00:43<20:25, 26.54it/s, loss=4.15, v_num=0]
    Epoch 1:   3%|▎         | 1152/33666 [00:43<20:25, 26.54it/s, loss=4.15, v_num=0]
    Epoch 1:   3%|▎         | 1152/33666 [00:43<20:25, 26.54it/s, loss=4.13, v_num=0]
    Epoch 1:   3%|▎         | 1153/33666 [00:43<20:25, 26.54it/s, loss=4.13, v_num=0]
    Epoch 1:   3%|▎         | 1153/33666 [00:43<20:25, 26.54it/s, loss=4.24, v_num=0]
    Epoch 1:   3%|▎         | 1154/33666 [00:43<20:25, 26.54it/s, loss=4.24, v_num=0]
    Epoch 1:   3%|▎         | 1154/33666 [00:43<20:25, 26.54it/s, loss=4.27, v_num=0]
    Epoch 1:   3%|▎         | 1155/33666 [00:43<20:25, 26.53it/s, loss=4.27, v_num=0]
    Epoch 1:   3%|▎         | 1155/33666 [00:43<20:25, 26.53it/s, loss=4.28, v_num=0]
    Epoch 1:   3%|▎         | 1156/33666 [00:43<20:25, 26.53it/s, loss=4.28, v_num=0]
    Epoch 1:   3%|▎         | 1156/33666 [00:43<20:25, 26.53it/s, loss=4.25, v_num=0]
    Epoch 1:   3%|▎         | 1157/33666 [00:43<20:25, 26.53it/s, loss=4.25, v_num=0]
    Epoch 1:   3%|▎         | 1157/33666 [00:43<20:25, 26.53it/s, loss=4.24, v_num=0]
    Epoch 1:   3%|▎         | 1158/33666 [00:43<20:25, 26.53it/s, loss=4.24, v_num=0]
    Epoch 1:   3%|▎         | 1158/33666 [00:43<20:25, 26.53it/s, loss=4.27, v_num=0]
    Epoch 1:   3%|▎         | 1159/33666 [00:43<20:25, 26.53it/s, loss=4.27, v_num=0]
    Epoch 1:   3%|▎         | 1159/33666 [00:43<20:25, 26.53it/s, loss=4.23, v_num=0]
    Epoch 1:   3%|▎         | 1160/33666 [00:43<20:25, 26.52it/s, loss=4.23, v_num=0]
    Epoch 1:   3%|▎         | 1160/33666 [00:43<20:25, 26.52it/s, loss=4.28, v_num=0]
    Epoch 1:   3%|▎         | 1161/33666 [00:43<20:25, 26.52it/s, loss=4.28, v_num=0]
    Epoch 1:   3%|▎         | 1161/33666 [00:43<20:25, 26.52it/s, loss=4.29, v_num=0]
    Epoch 1:   3%|▎         | 1162/33666 [00:43<20:25, 26.52it/s, loss=4.29, v_num=0]
    Epoch 1:   3%|▎         | 1162/33666 [00:43<20:25, 26.52it/s, loss=4.28, v_num=0]
    Epoch 1:   3%|▎         | 1163/33666 [00:43<20:25, 26.52it/s, loss=4.28, v_num=0]
    Epoch 1:   3%|▎         | 1163/33666 [00:43<20:25, 26.52it/s, loss=4.29, v_num=0]
    Epoch 1:   3%|▎         | 1164/33666 [00:43<20:25, 26.52it/s, loss=4.29, v_num=0]
    Epoch 1:   3%|▎         | 1164/33666 [00:43<20:25, 26.52it/s, loss=4.22, v_num=0]
    Epoch 1:   3%|▎         | 1165/33666 [00:43<20:25, 26.52it/s, loss=4.22, v_num=0]
    Epoch 1:   3%|▎         | 1165/33666 [00:43<20:25, 26.52it/s, loss=4.19, v_num=0]
    Epoch 1:   3%|▎         | 1166/33666 [00:43<20:25, 26.51it/s, loss=4.19, v_num=0]
    Epoch 1:   3%|▎         | 1166/33666 [00:43<20:25, 26.51it/s, loss=4.18, v_num=0]
    Epoch 1:   3%|▎         | 1167/33666 [00:44<20:26, 26.51it/s, loss=4.18, v_num=0]
    Epoch 1:   3%|▎         | 1167/33666 [00:44<20:26, 26.51it/s, loss=4.25, v_num=0]
    Epoch 1:   3%|▎         | 1168/33666 [00:44<20:25, 26.51it/s, loss=4.25, v_num=0]
    Epoch 1:   3%|▎         | 1168/33666 [00:44<20:26, 26.51it/s, loss=4.27, v_num=0]
    Epoch 1:   3%|▎         | 1169/33666 [00:44<20:26, 26.50it/s, loss=4.27, v_num=0]
    Epoch 1:   3%|▎         | 1169/33666 [00:44<20:26, 26.50it/s, loss=4.2, v_num=0] 
    Epoch 1:   3%|▎         | 1170/33666 [00:44<20:26, 26.50it/s, loss=4.2, v_num=0]
    Epoch 1:   3%|▎         | 1170/33666 [00:44<20:26, 26.50it/s, loss=4.13, v_num=0]
    Epoch 1:   3%|▎         | 1171/33666 [00:44<20:26, 26.50it/s, loss=4.13, v_num=0]
    Epoch 1:   3%|▎         | 1171/33666 [00:44<20:26, 26.50it/s, loss=4.04, v_num=0]
    Epoch 1:   3%|▎         | 1172/33666 [00:44<20:26, 26.50it/s, loss=4.04, v_num=0]
    Epoch 1:   3%|▎         | 1172/33666 [00:44<20:26, 26.50it/s, loss=4.07, v_num=0]
    Epoch 1:   3%|▎         | 1173/33666 [00:44<20:26, 26.50it/s, loss=4.07, v_num=0]
    Epoch 1:   3%|▎         | 1173/33666 [00:44<20:26, 26.50it/s, loss=4.04, v_num=0]
    Epoch 1:   3%|▎         | 1174/33666 [00:44<20:26, 26.50it/s, loss=4.04, v_num=0]
    Epoch 1:   3%|▎         | 1174/33666 [00:44<20:26, 26.50it/s, loss=4, v_num=0]   
    Epoch 1:   3%|▎         | 1175/33666 [00:44<20:26, 26.50it/s, loss=4, v_num=0]
    Epoch 1:   3%|▎         | 1175/33666 [00:44<20:26, 26.50it/s, loss=3.97, v_num=0]
    Epoch 1:   3%|▎         | 1176/33666 [00:44<20:26, 26.50it/s, loss=3.97, v_num=0]
    Epoch 1:   3%|▎         | 1176/33666 [00:44<20:26, 26.49it/s, loss=4.01, v_num=0]
    Epoch 1:   3%|▎         | 1177/33666 [00:44<20:26, 26.50it/s, loss=4.01, v_num=0]
    Epoch 1:   3%|▎         | 1177/33666 [00:44<20:26, 26.49it/s, loss=4.02, v_num=0]
    Epoch 1:   3%|▎         | 1178/33666 [00:44<20:26, 26.49it/s, loss=4.02, v_num=0]
    Epoch 1:   3%|▎         | 1178/33666 [00:44<20:26, 26.49it/s, loss=3.93, v_num=0]
    Epoch 1:   4%|▎         | 1179/33666 [00:44<20:26, 26.49it/s, loss=3.93, v_num=0]
    Epoch 1:   4%|▎         | 1179/33666 [00:44<20:26, 26.49it/s, loss=3.97, v_num=0]
    Epoch 1:   4%|▎         | 1180/33666 [00:44<20:26, 26.49it/s, loss=3.97, v_num=0]
    Epoch 1:   4%|▎         | 1180/33666 [00:44<20:26, 26.49it/s, loss=3.96, v_num=0]
    Epoch 1:   4%|▎         | 1181/33666 [00:44<20:26, 26.49it/s, loss=3.96, v_num=0]
    Epoch 1:   4%|▎         | 1181/33666 [00:44<20:26, 26.49it/s, loss=3.95, v_num=0]
    Epoch 1:   4%|▎         | 1182/33666 [00:44<20:26, 26.49it/s, loss=3.95, v_num=0]
    Epoch 1:   4%|▎         | 1182/33666 [00:44<20:26, 26.49it/s, loss=3.95, v_num=0]
    Epoch 1:   4%|▎         | 1183/33666 [00:44<20:26, 26.49it/s, loss=3.95, v_num=0]
    Epoch 1:   4%|▎         | 1183/33666 [00:44<20:26, 26.49it/s, loss=3.9, v_num=0] 
    Epoch 1:   4%|▎         | 1184/33666 [00:44<20:26, 26.49it/s, loss=3.9, v_num=0]
    Epoch 1:   4%|▎         | 1184/33666 [00:44<20:26, 26.49it/s, loss=3.93, v_num=0]
    Epoch 1:   4%|▎         | 1185/33666 [00:44<20:26, 26.49it/s, loss=3.93, v_num=0]
    Epoch 1:   4%|▎         | 1185/33666 [00:44<20:26, 26.49it/s, loss=3.93, v_num=0]
    Epoch 1:   4%|▎         | 1186/33666 [00:44<20:26, 26.49it/s, loss=3.93, v_num=0]
    Epoch 1:   4%|▎         | 1186/33666 [00:44<20:26, 26.49it/s, loss=3.96, v_num=0]
    Epoch 1:   4%|▎         | 1187/33666 [00:44<20:26, 26.49it/s, loss=3.96, v_num=0]
    Epoch 1:   4%|▎         | 1187/33666 [00:44<20:26, 26.48it/s, loss=3.9, v_num=0] 
    Epoch 1:   4%|▎         | 1188/33666 [00:44<20:26, 26.48it/s, loss=3.9, v_num=0]
    Epoch 1:   4%|▎         | 1188/33666 [00:44<20:26, 26.48it/s, loss=3.89, v_num=0]
    Epoch 1:   4%|▎         | 1189/33666 [00:44<20:26, 26.48it/s, loss=3.89, v_num=0]
    Epoch 1:   4%|▎         | 1189/33666 [00:44<20:26, 26.48it/s, loss=3.87, v_num=0]
    Epoch 1:   4%|▎         | 1190/33666 [00:44<20:26, 26.48it/s, loss=3.87, v_num=0]
    Epoch 1:   4%|▎         | 1190/33666 [00:44<20:26, 26.48it/s, loss=3.88, v_num=0]
    Epoch 1:   4%|▎         | 1191/33666 [00:44<20:26, 26.48it/s, loss=3.88, v_num=0]
    Epoch 1:   4%|▎         | 1191/33666 [00:44<20:26, 26.48it/s, loss=3.9, v_num=0] 
    Epoch 1:   4%|▎         | 1192/33666 [00:45<20:26, 26.48it/s, loss=3.9, v_num=0]
    Epoch 1:   4%|▎         | 1192/33666 [00:45<20:26, 26.48it/s, loss=3.83, v_num=0]
    Epoch 1:   4%|▎         | 1193/33666 [00:45<20:26, 26.48it/s, loss=3.83, v_num=0]
    Epoch 1:   4%|▎         | 1193/33666 [00:45<20:26, 26.48it/s, loss=3.78, v_num=0]
    Epoch 1:   4%|▎         | 1194/33666 [00:45<20:26, 26.47it/s, loss=3.78, v_num=0]
    Epoch 1:   4%|▎         | 1194/33666 [00:45<20:26, 26.47it/s, loss=3.79, v_num=0]
    Epoch 1:   4%|▎         | 1195/33666 [00:45<20:26, 26.47it/s, loss=3.79, v_num=0]
    Epoch 1:   4%|▎         | 1195/33666 [00:45<20:26, 26.47it/s, loss=3.76, v_num=0]
    Epoch 1:   4%|▎         | 1196/33666 [00:45<20:26, 26.47it/s, loss=3.76, v_num=0]
    Epoch 1:   4%|▎         | 1196/33666 [00:45<20:26, 26.47it/s, loss=3.72, v_num=0]
    Epoch 1:   4%|▎         | 1197/33666 [00:45<20:26, 26.47it/s, loss=3.72, v_num=0]
    Epoch 1:   4%|▎         | 1197/33666 [00:45<20:26, 26.47it/s, loss=3.77, v_num=0]
    Epoch 1:   4%|▎         | 1198/33666 [00:45<20:26, 26.47it/s, loss=3.77, v_num=0]
    Epoch 1:   4%|▎         | 1198/33666 [00:45<20:26, 26.47it/s, loss=3.83, v_num=0]
    Epoch 1:   4%|▎         | 1199/33666 [00:45<20:26, 26.48it/s, loss=3.83, v_num=0]
    Epoch 1:   4%|▎         | 1199/33666 [00:45<20:26, 26.48it/s, loss=3.81, v_num=0]
    Epoch 1:   4%|▎         | 1200/33666 [00:45<20:26, 26.48it/s, loss=3.81, v_num=0]
    Epoch 1:   4%|▎         | 1200/33666 [00:45<20:26, 26.48it/s, loss=3.77, v_num=0]
    Epoch 1:   4%|▎         | 1201/33666 [00:45<20:25, 26.48it/s, loss=3.77, v_num=0]
    Epoch 1:   4%|▎         | 1201/33666 [00:45<20:25, 26.48it/s, loss=3.74, v_num=0]
    Epoch 1:   4%|▎         | 1202/33666 [00:45<20:25, 26.49it/s, loss=3.74, v_num=0]
    Epoch 1:   4%|▎         | 1202/33666 [00:45<20:25, 26.49it/s, loss=3.74, v_num=0]
    Epoch 1:   4%|▎         | 1203/33666 [00:45<20:25, 26.49it/s, loss=3.74, v_num=0]
    Epoch 1:   4%|▎         | 1203/33666 [00:45<20:25, 26.49it/s, loss=3.76, v_num=0]
    Epoch 1:   4%|▎         | 1204/33666 [00:45<20:25, 26.49it/s, loss=3.76, v_num=0]
    Epoch 1:   4%|▎         | 1204/33666 [00:45<20:25, 26.49it/s, loss=3.76, v_num=0]
    Epoch 1:   4%|▎         | 1205/33666 [00:45<20:25, 26.50it/s, loss=3.76, v_num=0]
    Epoch 1:   4%|▎         | 1205/33666 [00:45<20:25, 26.49it/s, loss=3.75, v_num=0]
    Epoch 1:   4%|▎         | 1206/33666 [00:45<20:25, 26.49it/s, loss=3.75, v_num=0]
    Epoch 1:   4%|▎         | 1206/33666 [00:45<20:25, 26.49it/s, loss=3.75, v_num=0]
    Epoch 1:   4%|▎         | 1207/33666 [00:45<20:25, 26.49it/s, loss=3.75, v_num=0]
    Epoch 1:   4%|▎         | 1207/33666 [00:45<20:25, 26.49it/s, loss=3.81, v_num=0]
    Epoch 1:   4%|▎         | 1208/33666 [00:45<20:25, 26.49it/s, loss=3.81, v_num=0]
    Epoch 1:   4%|▎         | 1208/33666 [00:45<20:25, 26.49it/s, loss=3.79, v_num=0]
    Epoch 1:   4%|▎         | 1209/33666 [00:45<20:25, 26.49it/s, loss=3.79, v_num=0]
    Epoch 1:   4%|▎         | 1209/33666 [00:45<20:25, 26.49it/s, loss=3.86, v_num=0]
    Epoch 1:   4%|▎         | 1210/33666 [00:45<20:25, 26.49it/s, loss=3.86, v_num=0]
    Epoch 1:   4%|▎         | 1210/33666 [00:45<20:25, 26.49it/s, loss=3.89, v_num=0]
    Epoch 1:   4%|▎         | 1211/33666 [00:45<20:25, 26.49it/s, loss=3.89, v_num=0]
    Epoch 1:   4%|▎         | 1211/33666 [00:45<20:25, 26.49it/s, loss=3.91, v_num=0]
    Epoch 1:   4%|▎         | 1212/33666 [00:45<20:25, 26.49it/s, loss=3.91, v_num=0]
    Epoch 1:   4%|▎         | 1212/33666 [00:45<20:25, 26.49it/s, loss=3.98, v_num=0]
    Epoch 1:   4%|▎         | 1213/33666 [00:45<20:25, 26.49it/s, loss=3.98, v_num=0]
    Epoch 1:   4%|▎         | 1213/33666 [00:45<20:25, 26.49it/s, loss=4.07, v_num=0]
    Epoch 1:   4%|▎         | 1214/33666 [00:45<20:24, 26.49it/s, loss=4.07, v_num=0]
    Epoch 1:   4%|▎         | 1214/33666 [00:45<20:25, 26.49it/s, loss=4.06, v_num=0]
    Epoch 1:   4%|▎         | 1215/33666 [00:45<20:24, 26.49it/s, loss=4.06, v_num=0]
    Epoch 1:   4%|▎         | 1215/33666 [00:45<20:24, 26.49it/s, loss=4.06, v_num=0]
    Epoch 1:   4%|▎         | 1216/33666 [00:45<20:24, 26.49it/s, loss=4.06, v_num=0]
    Epoch 1:   4%|▎         | 1216/33666 [00:45<20:24, 26.49it/s, loss=4.1, v_num=0] 
    Epoch 1:   4%|▎         | 1217/33666 [00:45<20:24, 26.49it/s, loss=4.1, v_num=0]
    Epoch 1:   4%|▎         | 1217/33666 [00:45<20:24, 26.49it/s, loss=4.1, v_num=0]
    Epoch 1:   4%|▎         | 1218/33666 [00:45<20:24, 26.49it/s, loss=4.1, v_num=0]
    Epoch 1:   4%|▎         | 1218/33666 [00:45<20:24, 26.49it/s, loss=4.06, v_num=0]
    Epoch 1:   4%|▎         | 1219/33666 [00:46<20:24, 26.49it/s, loss=4.06, v_num=0]
    Epoch 1:   4%|▎         | 1219/33666 [00:46<20:24, 26.49it/s, loss=4.08, v_num=0]
    Epoch 1:   4%|▎         | 1220/33666 [00:46<20:24, 26.49it/s, loss=4.08, v_num=0]
    Epoch 1:   4%|▎         | 1220/33666 [00:46<20:24, 26.49it/s, loss=4.13, v_num=0]
    Epoch 1:   4%|▎         | 1221/33666 [00:46<20:24, 26.49it/s, loss=4.13, v_num=0]
    Epoch 1:   4%|▎         | 1221/33666 [00:46<20:24, 26.49it/s, loss=4.13, v_num=0]
    Epoch 1:   4%|▎         | 1222/33666 [00:46<20:24, 26.49it/s, loss=4.13, v_num=0]
    Epoch 1:   4%|▎         | 1222/33666 [00:46<20:24, 26.49it/s, loss=4.15, v_num=0]
    Epoch 1:   4%|▎         | 1223/33666 [00:46<20:24, 26.50it/s, loss=4.15, v_num=0]
    Epoch 1:   4%|▎         | 1223/33666 [00:46<20:24, 26.50it/s, loss=4.21, v_num=0]
    Epoch 1:   4%|▎         | 1224/33666 [00:46<20:24, 26.50it/s, loss=4.21, v_num=0]
    Epoch 1:   4%|▎         | 1224/33666 [00:46<20:24, 26.50it/s, loss=4.18, v_num=0]
    Epoch 1:   4%|▎         | 1225/33666 [00:46<20:24, 26.50it/s, loss=4.18, v_num=0]
    Epoch 1:   4%|▎         | 1225/33666 [00:46<20:24, 26.50it/s, loss=4.2, v_num=0] 
    Epoch 1:   4%|▎         | 1226/33666 [00:46<20:24, 26.50it/s, loss=4.2, v_num=0]
    Epoch 1:   4%|▎         | 1226/33666 [00:46<20:24, 26.50it/s, loss=4.2, v_num=0]
    Epoch 1:   4%|▎         | 1227/33666 [00:46<20:24, 26.49it/s, loss=4.2, v_num=0]
    Epoch 1:   4%|▎         | 1227/33666 [00:46<20:24, 26.49it/s, loss=4.21, v_num=0]
    Epoch 1:   4%|▎         | 1228/33666 [00:46<20:24, 26.50it/s, loss=4.21, v_num=0]
    Epoch 1:   4%|▎         | 1228/33666 [00:46<20:24, 26.50it/s, loss=4.29, v_num=0]
    Epoch 1:   4%|▎         | 1229/33666 [00:46<20:24, 26.50it/s, loss=4.29, v_num=0]
    Epoch 1:   4%|▎         | 1229/33666 [00:46<20:24, 26.50it/s, loss=4.32, v_num=0]
    Epoch 1:   4%|▎         | 1230/33666 [00:46<20:23, 26.50it/s, loss=4.32, v_num=0]
    Epoch 1:   4%|▎         | 1230/33666 [00:46<20:23, 26.50it/s, loss=4.31, v_num=0]
    Epoch 1:   4%|▎         | 1231/33666 [00:46<20:23, 26.50it/s, loss=4.31, v_num=0]
    Epoch 1:   4%|▎         | 1231/33666 [00:46<20:23, 26.50it/s, loss=4.28, v_num=0]
    Epoch 1:   4%|▎         | 1232/33666 [00:46<20:23, 26.51it/s, loss=4.28, v_num=0]
    Epoch 1:   4%|▎         | 1232/33666 [00:46<20:23, 26.51it/s, loss=4.3, v_num=0] 
    Epoch 1:   4%|▎         | 1233/33666 [00:46<20:23, 26.51it/s, loss=4.3, v_num=0]
    Epoch 1:   4%|▎         | 1233/33666 [00:46<20:23, 26.51it/s, loss=4.2, v_num=0]
    Epoch 1:   4%|▎         | 1234/33666 [00:46<20:23, 26.51it/s, loss=4.2, v_num=0]
    Epoch 1:   4%|▎         | 1234/33666 [00:46<20:23, 26.51it/s, loss=4.2, v_num=0]
    Epoch 1:   4%|▎         | 1235/33666 [00:46<20:23, 26.51it/s, loss=4.2, v_num=0]
    Epoch 1:   4%|▎         | 1235/33666 [00:46<20:23, 26.51it/s, loss=4.25, v_num=0]
    Epoch 1:   4%|▎         | 1236/33666 [00:46<20:23, 26.51it/s, loss=4.25, v_num=0]
    Epoch 1:   4%|▎         | 1236/33666 [00:46<20:23, 26.51it/s, loss=4.2, v_num=0] 
    Epoch 1:   4%|▎         | 1237/33666 [00:46<20:23, 26.51it/s, loss=4.2, v_num=0]
    Epoch 1:   4%|▎         | 1237/33666 [00:46<20:23, 26.51it/s, loss=4.2, v_num=0]
    Epoch 1:   4%|▎         | 1238/33666 [00:46<20:23, 26.51it/s, loss=4.2, v_num=0]
    Epoch 1:   4%|▎         | 1238/33666 [00:46<20:23, 26.51it/s, loss=4.19, v_num=0]
    Epoch 1:   4%|▎         | 1239/33666 [00:46<20:23, 26.51it/s, loss=4.19, v_num=0]
    Epoch 1:   4%|▎         | 1239/33666 [00:46<20:23, 26.51it/s, loss=4.13, v_num=0]
    Epoch 1:   4%|▎         | 1240/33666 [00:46<20:23, 26.51it/s, loss=4.13, v_num=0]
    Epoch 1:   4%|▎         | 1240/33666 [00:46<20:23, 26.51it/s, loss=4.11, v_num=0]
    Epoch 1:   4%|▎         | 1241/33666 [00:46<20:22, 26.52it/s, loss=4.11, v_num=0]
    Epoch 1:   4%|▎         | 1241/33666 [00:46<20:22, 26.52it/s, loss=4.1, v_num=0] 
    Epoch 1:   4%|▎         | 1242/33666 [00:46<20:22, 26.52it/s, loss=4.1, v_num=0]
    Epoch 1:   4%|▎         | 1242/33666 [00:46<20:22, 26.52it/s, loss=4.16, v_num=0]
    Epoch 1:   4%|▎         | 1243/33666 [00:46<20:22, 26.52it/s, loss=4.16, v_num=0]
    Epoch 1:   4%|▎         | 1243/33666 [00:46<20:22, 26.52it/s, loss=4.1, v_num=0] 
    Epoch 1:   4%|▎         | 1244/33666 [00:46<20:22, 26.51it/s, loss=4.1, v_num=0]
    Epoch 1:   4%|▎         | 1244/33666 [00:46<20:22, 26.51it/s, loss=4.12, v_num=0]
    Epoch 1:   4%|▎         | 1245/33666 [00:46<20:22, 26.51it/s, loss=4.12, v_num=0]
    Epoch 1:   4%|▎         | 1245/33666 [00:46<20:22, 26.51it/s, loss=4.22, v_num=0]
    Epoch 1:   4%|▎         | 1246/33666 [00:46<20:22, 26.51it/s, loss=4.22, v_num=0]
    Epoch 1:   4%|▎         | 1246/33666 [00:46<20:22, 26.51it/s, loss=4.22, v_num=0]
    Epoch 1:   4%|▎         | 1247/33666 [00:47<20:22, 26.51it/s, loss=4.22, v_num=0]
    Epoch 1:   4%|▎         | 1247/33666 [00:47<20:22, 26.51it/s, loss=4.17, v_num=0]
    Epoch 1:   4%|▎         | 1248/33666 [00:47<20:22, 26.52it/s, loss=4.17, v_num=0]
    Epoch 1:   4%|▎         | 1248/33666 [00:47<20:22, 26.52it/s, loss=4.12, v_num=0]
    Epoch 1:   4%|▎         | 1249/33666 [00:47<20:22, 26.52it/s, loss=4.12, v_num=0]
    Epoch 1:   4%|▎         | 1249/33666 [00:47<20:22, 26.52it/s, loss=4.06, v_num=0]
    Epoch 1:   4%|▎         | 1250/33666 [00:47<20:22, 26.52it/s, loss=4.06, v_num=0]
    Epoch 1:   4%|▎         | 1250/33666 [00:47<20:22, 26.52it/s, loss=4.08, v_num=0]
    Epoch 1:   4%|▎         | 1251/33666 [00:47<20:22, 26.52it/s, loss=4.08, v_num=0]
    Epoch 1:   4%|▎         | 1251/33666 [00:47<20:22, 26.52it/s, loss=4.17, v_num=0]
    Epoch 1:   4%|▎         | 1252/33666 [00:47<20:22, 26.52it/s, loss=4.17, v_num=0]
    Epoch 1:   4%|▎         | 1252/33666 [00:47<20:22, 26.52it/s, loss=4.12, v_num=0]
    Epoch 1:   4%|▎         | 1253/33666 [00:47<20:22, 26.52it/s, loss=4.12, v_num=0]
    Epoch 1:   4%|▎         | 1253/33666 [00:47<20:22, 26.52it/s, loss=4.15, v_num=0]
    Epoch 1:   4%|▎         | 1254/33666 [00:47<20:22, 26.52it/s, loss=4.15, v_num=0]
    Epoch 1:   4%|▎         | 1254/33666 [00:47<20:22, 26.52it/s, loss=4.13, v_num=0]
    Epoch 1:   4%|▎         | 1255/33666 [00:47<20:22, 26.52it/s, loss=4.13, v_num=0]
    Epoch 1:   4%|▎         | 1255/33666 [00:47<20:22, 26.52it/s, loss=4.13, v_num=0]
    Epoch 1:   4%|▎         | 1256/33666 [00:47<20:22, 26.52it/s, loss=4.13, v_num=0]
    Epoch 1:   4%|▎         | 1256/33666 [00:47<20:22, 26.52it/s, loss=4.19, v_num=0]
    Epoch 1:   4%|▎         | 1257/33666 [00:47<20:22, 26.52it/s, loss=4.19, v_num=0]
    Epoch 1:   4%|▎         | 1257/33666 [00:47<20:22, 26.52it/s, loss=4.15, v_num=0]
    Epoch 1:   4%|▎         | 1258/33666 [00:47<20:22, 26.52it/s, loss=4.15, v_num=0]
    Epoch 1:   4%|▎         | 1258/33666 [00:47<20:22, 26.52it/s, loss=4.18, v_num=0]
    Epoch 1:   4%|▎         | 1259/33666 [00:47<20:22, 26.52it/s, loss=4.18, v_num=0]
    Epoch 1:   4%|▎         | 1259/33666 [00:47<20:22, 26.52it/s, loss=4.2, v_num=0] 
    Epoch 1:   4%|▎         | 1260/33666 [00:47<20:22, 26.52it/s, loss=4.2, v_num=0]
    Epoch 1:   4%|▎         | 1260/33666 [00:47<20:22, 26.52it/s, loss=4.21, v_num=0]
    Epoch 1:   4%|▎         | 1261/33666 [00:47<20:21, 26.52it/s, loss=4.21, v_num=0]
    Epoch 1:   4%|▎         | 1261/33666 [00:47<20:21, 26.52it/s, loss=4.24, v_num=0]
    Epoch 1:   4%|▎         | 1262/33666 [00:47<20:21, 26.52it/s, loss=4.24, v_num=0]
    Epoch 1:   4%|▎         | 1262/33666 [00:47<20:21, 26.52it/s, loss=4.19, v_num=0]
    Epoch 1:   4%|▍         | 1263/33666 [00:47<20:21, 26.52it/s, loss=4.19, v_num=0]
    Epoch 1:   4%|▍         | 1263/33666 [00:47<20:21, 26.52it/s, loss=4.17, v_num=0]
    Epoch 1:   4%|▍         | 1264/33666 [00:47<20:21, 26.52it/s, loss=4.17, v_num=0]
    Epoch 1:   4%|▍         | 1264/33666 [00:47<20:21, 26.52it/s, loss=4.17, v_num=0]
    Epoch 1:   4%|▍         | 1265/33666 [00:47<20:21, 26.52it/s, loss=4.17, v_num=0]
    Epoch 1:   4%|▍         | 1265/33666 [00:47<20:21, 26.52it/s, loss=4.1, v_num=0] 
    Epoch 1:   4%|▍         | 1266/33666 [00:47<20:21, 26.52it/s, loss=4.1, v_num=0]
    Epoch 1:   4%|▍         | 1266/33666 [00:47<20:21, 26.52it/s, loss=4.04, v_num=0]
    Epoch 1:   4%|▍         | 1267/33666 [00:47<20:21, 26.51it/s, loss=4.04, v_num=0]
    Epoch 1:   4%|▍         | 1267/33666 [00:47<20:21, 26.51it/s, loss=4.07, v_num=0]
    Epoch 1:   4%|▍         | 1268/33666 [00:47<20:21, 26.52it/s, loss=4.07, v_num=0]
    Epoch 1:   4%|▍         | 1268/33666 [00:47<20:21, 26.52it/s, loss=4.05, v_num=0]
    Epoch 1:   4%|▍         | 1269/33666 [00:47<20:21, 26.52it/s, loss=4.05, v_num=0]
    Epoch 1:   4%|▍         | 1269/33666 [00:47<20:21, 26.52it/s, loss=4.04, v_num=0]
    Epoch 1:   4%|▍         | 1270/33666 [00:47<20:21, 26.52it/s, loss=4.04, v_num=0]
    Epoch 1:   4%|▍         | 1270/33666 [00:47<20:21, 26.52it/s, loss=4.16, v_num=0]
    Epoch 1:   4%|▍         | 1271/33666 [00:47<20:21, 26.52it/s, loss=4.16, v_num=0]
    Epoch 1:   4%|▍         | 1271/33666 [00:47<20:21, 26.52it/s, loss=4.1, v_num=0] 
    Epoch 1:   4%|▍         | 1272/33666 [00:47<20:21, 26.52it/s, loss=4.1, v_num=0]
    Epoch 1:   4%|▍         | 1272/33666 [00:47<20:21, 26.52it/s, loss=4.12, v_num=0]
    Epoch 1:   4%|▍         | 1273/33666 [00:48<20:21, 26.51it/s, loss=4.12, v_num=0]
    Epoch 1:   4%|▍         | 1273/33666 [00:48<20:21, 26.51it/s, loss=4.11, v_num=0]
    Epoch 1:   4%|▍         | 1274/33666 [00:48<20:21, 26.51it/s, loss=4.11, v_num=0]
    Epoch 1:   4%|▍         | 1274/33666 [00:48<20:21, 26.51it/s, loss=4.14, v_num=0]
    Epoch 1:   4%|▍         | 1275/33666 [00:48<20:21, 26.51it/s, loss=4.14, v_num=0]
    Epoch 1:   4%|▍         | 1275/33666 [00:48<20:21, 26.51it/s, loss=4.12, v_num=0]
    Epoch 1:   4%|▍         | 1276/33666 [00:48<20:21, 26.51it/s, loss=4.12, v_num=0]
    Epoch 1:   4%|▍         | 1276/33666 [00:48<20:21, 26.51it/s, loss=4.11, v_num=0]
    Epoch 1:   4%|▍         | 1277/33666 [00:48<20:21, 26.51it/s, loss=4.11, v_num=0]
    Epoch 1:   4%|▍         | 1277/33666 [00:48<20:21, 26.51it/s, loss=4.13, v_num=0]
    Epoch 1:   4%|▍         | 1278/33666 [00:48<20:21, 26.52it/s, loss=4.13, v_num=0]
    Epoch 1:   4%|▍         | 1278/33666 [00:48<20:21, 26.52it/s, loss=4.17, v_num=0]
    Epoch 1:   4%|▍         | 1279/33666 [00:48<20:21, 26.51it/s, loss=4.17, v_num=0]
    Epoch 1:   4%|▍         | 1279/33666 [00:48<20:21, 26.51it/s, loss=4.19, v_num=0]
    Epoch 1:   4%|▍         | 1280/33666 [00:48<20:21, 26.51it/s, loss=4.19, v_num=0]
    Epoch 1:   4%|▍         | 1280/33666 [00:48<20:21, 26.51it/s, loss=4.17, v_num=0]
    Epoch 1:   4%|▍         | 1281/33666 [00:48<20:21, 26.51it/s, loss=4.17, v_num=0]
    Epoch 1:   4%|▍         | 1281/33666 [00:48<20:21, 26.51it/s, loss=4.13, v_num=0]
    Epoch 1:   4%|▍         | 1282/33666 [00:48<20:21, 26.51it/s, loss=4.13, v_num=0]
    Epoch 1:   4%|▍         | 1282/33666 [00:48<20:21, 26.51it/s, loss=4.22, v_num=0]
    Epoch 1:   4%|▍         | 1283/33666 [00:48<20:21, 26.51it/s, loss=4.22, v_num=0]
    Epoch 1:   4%|▍         | 1283/33666 [00:48<20:21, 26.51it/s, loss=4.26, v_num=0]
    Epoch 1:   4%|▍         | 1284/33666 [00:48<20:21, 26.51it/s, loss=4.26, v_num=0]
    Epoch 1:   4%|▍         | 1284/33666 [00:48<20:21, 26.51it/s, loss=4.25, v_num=0]
    Epoch 1:   4%|▍         | 1285/33666 [00:48<20:21, 26.51it/s, loss=4.25, v_num=0]
    Epoch 1:   4%|▍         | 1285/33666 [00:48<20:21, 26.51it/s, loss=4.23, v_num=0]
    Epoch 1:   4%|▍         | 1286/33666 [00:48<20:21, 26.51it/s, loss=4.23, v_num=0]
    Epoch 1:   4%|▍         | 1286/33666 [00:48<20:21, 26.51it/s, loss=4.25, v_num=0]
    Epoch 1:   4%|▍         | 1287/33666 [00:48<20:21, 26.51it/s, loss=4.25, v_num=0]
    Epoch 1:   4%|▍         | 1287/33666 [00:48<20:21, 26.51it/s, loss=4.27, v_num=0]
    Epoch 1:   4%|▍         | 1288/33666 [00:48<20:21, 26.51it/s, loss=4.27, v_num=0]
    Epoch 1:   4%|▍         | 1288/33666 [00:48<20:21, 26.51it/s, loss=4.33, v_num=0]
    Epoch 1:   4%|▍         | 1289/33666 [00:48<20:21, 26.51it/s, loss=4.33, v_num=0]
    Epoch 1:   4%|▍         | 1289/33666 [00:48<20:21, 26.51it/s, loss=4.34, v_num=0]
    Epoch 1:   4%|▍         | 1290/33666 [00:48<20:21, 26.51it/s, loss=4.34, v_num=0]
    Epoch 1:   4%|▍         | 1290/33666 [00:48<20:21, 26.51it/s, loss=4.18, v_num=0]
    Epoch 1:   4%|▍         | 1291/33666 [00:48<20:20, 26.52it/s, loss=4.18, v_num=0]
    Epoch 1:   4%|▍         | 1291/33666 [00:48<20:20, 26.52it/s, loss=4.17, v_num=0]
    Epoch 1:   4%|▍         | 1292/33666 [00:48<20:20, 26.52it/s, loss=4.17, v_num=0]
    Epoch 1:   4%|▍         | 1292/33666 [00:48<20:20, 26.52it/s, loss=4.19, v_num=0]
    Epoch 1:   4%|▍         | 1293/33666 [00:48<20:20, 26.52it/s, loss=4.19, v_num=0]
    Epoch 1:   4%|▍         | 1293/33666 [00:48<20:20, 26.52it/s, loss=4.22, v_num=0]
    Epoch 1:   4%|▍         | 1294/33666 [00:48<20:20, 26.52it/s, loss=4.22, v_num=0]
    Epoch 1:   4%|▍         | 1294/33666 [00:48<20:20, 26.52it/s, loss=4.24, v_num=0]
    Epoch 1:   4%|▍         | 1295/33666 [00:48<20:20, 26.52it/s, loss=4.24, v_num=0]
    Epoch 1:   4%|▍         | 1295/33666 [00:48<20:20, 26.52it/s, loss=4.19, v_num=0]
    Epoch 1:   4%|▍         | 1296/33666 [00:48<20:20, 26.52it/s, loss=4.19, v_num=0]
    Epoch 1:   4%|▍         | 1296/33666 [00:48<20:20, 26.52it/s, loss=4.15, v_num=0]
    Epoch 1:   4%|▍         | 1297/33666 [00:48<20:20, 26.52it/s, loss=4.15, v_num=0]
    Epoch 1:   4%|▍         | 1297/33666 [00:48<20:20, 26.52it/s, loss=4.2, v_num=0] 
    Epoch 1:   4%|▍         | 1298/33666 [00:48<20:20, 26.52it/s, loss=4.2, v_num=0]
    Epoch 1:   4%|▍         | 1298/33666 [00:48<20:20, 26.52it/s, loss=4.18, v_num=0]
    Epoch 1:   4%|▍         | 1299/33666 [00:48<20:20, 26.52it/s, loss=4.18, v_num=0]
    Epoch 1:   4%|▍         | 1299/33666 [00:48<20:20, 26.52it/s, loss=4.19, v_num=0]
    Epoch 1:   4%|▍         | 1300/33666 [00:49<20:20, 26.52it/s, loss=4.19, v_num=0]
    Epoch 1:   4%|▍         | 1300/33666 [00:49<20:20, 26.52it/s, loss=4.23, v_num=0]
    Epoch 1:   4%|▍         | 1301/33666 [00:49<20:20, 26.52it/s, loss=4.23, v_num=0]
    Epoch 1:   4%|▍         | 1301/33666 [00:49<20:20, 26.52it/s, loss=4.29, v_num=0]
    Epoch 1:   4%|▍         | 1302/33666 [00:49<20:20, 26.52it/s, loss=4.29, v_num=0]
    Epoch 1:   4%|▍         | 1302/33666 [00:49<20:20, 26.52it/s, loss=4.2, v_num=0] 
    Epoch 1:   4%|▍         | 1303/33666 [00:49<20:20, 26.52it/s, loss=4.2, v_num=0]
    Epoch 1:   4%|▍         | 1303/33666 [00:49<20:20, 26.52it/s, loss=4.18, v_num=0]
    Epoch 1:   4%|▍         | 1304/33666 [00:49<20:20, 26.52it/s, loss=4.18, v_num=0]
    Epoch 1:   4%|▍         | 1304/33666 [00:49<20:20, 26.52it/s, loss=4.23, v_num=0]
    Epoch 1:   4%|▍         | 1305/33666 [00:49<20:20, 26.52it/s, loss=4.23, v_num=0]
    Epoch 1:   4%|▍         | 1305/33666 [00:49<20:20, 26.52it/s, loss=4.21, v_num=0]
    Epoch 1:   4%|▍         | 1306/33666 [00:49<20:20, 26.52it/s, loss=4.21, v_num=0]
    Epoch 1:   4%|▍         | 1306/33666 [00:49<20:20, 26.52it/s, loss=4.21, v_num=0]
    Epoch 1:   4%|▍         | 1307/33666 [00:49<20:20, 26.52it/s, loss=4.21, v_num=0]
    Epoch 1:   4%|▍         | 1307/33666 [00:49<20:20, 26.52it/s, loss=4.24, v_num=0]
    Epoch 1:   4%|▍         | 1308/33666 [00:49<20:19, 26.52it/s, loss=4.24, v_num=0]
    Epoch 1:   4%|▍         | 1308/33666 [00:49<20:19, 26.52it/s, loss=4.2, v_num=0] 
    Epoch 1:   4%|▍         | 1309/33666 [00:49<20:19, 26.52it/s, loss=4.2, v_num=0]
    Epoch 1:   4%|▍         | 1309/33666 [00:49<20:19, 26.52it/s, loss=4.21, v_num=0]
    Epoch 1:   4%|▍         | 1310/33666 [00:49<20:19, 26.53it/s, loss=4.21, v_num=0]
    Epoch 1:   4%|▍         | 1310/33666 [00:49<20:19, 26.53it/s, loss=4.18, v_num=0]
    Epoch 1:   4%|▍         | 1311/33666 [00:49<20:19, 26.53it/s, loss=4.18, v_num=0]
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    Epoch 1:   4%|▍         | 1313/33666 [00:49<20:19, 26.53it/s, loss=4.09, v_num=0]
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    Epoch 1:   4%|▍         | 1314/33666 [00:49<20:19, 26.53it/s, loss=4.04, v_num=0]
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    Epoch 1:   4%|▍         | 1317/33666 [00:49<20:19, 26.53it/s, loss=4.1, v_num=0] 
    Epoch 1:   4%|▍         | 1318/33666 [00:49<20:19, 26.53it/s, loss=4.1, v_num=0]
    Epoch 1:   4%|▍         | 1318/33666 [00:49<20:19, 26.53it/s, loss=4.05, v_num=0]
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    Epoch 1:   4%|▍         | 1322/33666 [00:49<20:19, 26.53it/s, loss=3.95, v_num=0]
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    Epoch 1:   4%|▍         | 1328/33666 [00:50<20:18, 26.54it/s, loss=3.95, v_num=0]
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    Epoch 1:   4%|▍         | 1329/33666 [00:50<20:18, 26.54it/s, loss=3.96, v_num=0]
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    Epoch 1:   4%|▍         | 1330/33666 [00:50<20:18, 26.54it/s, loss=4.03, v_num=0]
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    Epoch 1:   4%|▍         | 1331/33666 [00:50<20:18, 26.54it/s, loss=4.06, v_num=0]
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    Epoch 1:   4%|▍         | 1332/33666 [00:50<20:18, 26.54it/s, loss=4.1, v_num=0] 
    Epoch 1:   4%|▍         | 1333/33666 [00:50<20:18, 26.54it/s, loss=4.1, v_num=0]
    Epoch 1:   4%|▍         | 1333/33666 [00:50<20:18, 26.54it/s, loss=4.17, v_num=0]
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    Epoch 1:   4%|▍         | 1335/33666 [00:50<20:18, 26.54it/s, loss=4.11, v_num=0]
    Epoch 1:   4%|▍         | 1336/33666 [00:50<20:18, 26.54it/s, loss=4.11, v_num=0]
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    Epoch 1:   4%|▍         | 1337/33666 [00:50<20:18, 26.54it/s, loss=4.16, v_num=0]
    Epoch 1:   4%|▍         | 1337/33666 [00:50<20:18, 26.54it/s, loss=4.17, v_num=0]
    Epoch 1:   4%|▍         | 1338/33666 [00:50<20:18, 26.54it/s, loss=4.17, v_num=0]
    Epoch 1:   4%|▍         | 1338/33666 [00:50<20:18, 26.54it/s, loss=4.15, v_num=0]
    Epoch 1:   4%|▍         | 1339/33666 [00:50<20:17, 26.54it/s, loss=4.15, v_num=0]
    Epoch 1:   4%|▍         | 1339/33666 [00:50<20:18, 26.54it/s, loss=4.12, v_num=0]
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    Epoch 1:   4%|▍         | 1340/33666 [00:50<20:18, 26.54it/s, loss=4.12, v_num=0]
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    Epoch 1:   4%|▍         | 1341/33666 [00:50<20:18, 26.54it/s, loss=4.11, v_num=0]
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    Epoch 1:   4%|▍         | 1342/33666 [00:50<20:17, 26.54it/s, loss=4.11, v_num=0]
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    Epoch 1:   4%|▍         | 1343/33666 [00:50<20:17, 26.54it/s, loss=4.12, v_num=0]
    Epoch 1:   4%|▍         | 1344/33666 [00:50<20:17, 26.54it/s, loss=4.12, v_num=0]
    Epoch 1:   4%|▍         | 1344/33666 [00:50<20:17, 26.54it/s, loss=4.11, v_num=0]
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    Epoch 1:   4%|▍         | 1348/33666 [00:50<20:17, 26.54it/s, loss=4, v_num=0]
    Epoch 1:   4%|▍         | 1348/33666 [00:50<20:17, 26.54it/s, loss=3.97, v_num=0]
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    Epoch 1:   4%|▍         | 1351/33666 [00:50<20:17, 26.54it/s, loss=3.97, v_num=0]
    Epoch 1:   4%|▍         | 1352/33666 [00:50<20:17, 26.54it/s, loss=3.97, v_num=0]
    Epoch 1:   4%|▍         | 1352/33666 [00:50<20:17, 26.53it/s, loss=3.88, v_num=0]
    Epoch 1:   4%|▍         | 1353/33666 [00:50<20:17, 26.53it/s, loss=3.88, v_num=0]
    Epoch 1:   4%|▍         | 1353/33666 [00:50<20:17, 26.53it/s, loss=3.89, v_num=0]
    Epoch 1:   4%|▍         | 1354/33666 [00:51<20:17, 26.53it/s, loss=3.89, v_num=0]
    Epoch 1:   4%|▍         | 1354/33666 [00:51<20:17, 26.53it/s, loss=3.89, v_num=0]
    Epoch 1:   4%|▍         | 1355/33666 [00:51<20:18, 26.53it/s, loss=3.89, v_num=0]
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    Epoch 1:   4%|▍         | 1356/33666 [00:51<20:17, 26.53it/s, loss=3.91, v_num=0]
    Epoch 1:   4%|▍         | 1356/33666 [00:51<20:17, 26.53it/s, loss=3.88, v_num=0]
    Epoch 1:   4%|▍         | 1357/33666 [00:51<20:18, 26.53it/s, loss=3.88, v_num=0]
    Epoch 1:   4%|▍         | 1357/33666 [00:51<20:18, 26.53it/s, loss=3.84, v_num=0]
    Epoch 1:   4%|▍         | 1358/33666 [00:51<20:18, 26.52it/s, loss=3.84, v_num=0]
    Epoch 1:   4%|▍         | 1358/33666 [00:51<20:18, 26.52it/s, loss=3.84, v_num=0]
    Epoch 1:   4%|▍         | 1359/33666 [00:51<20:18, 26.52it/s, loss=3.84, v_num=0]
    Epoch 1:   4%|▍         | 1359/33666 [00:51<20:18, 26.52it/s, loss=3.9, v_num=0] 
    Epoch 1:   4%|▍         | 1360/33666 [00:51<20:18, 26.52it/s, loss=3.9, v_num=0]
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    Epoch 1:   4%|▍         | 1361/33666 [00:51<20:18, 26.52it/s, loss=3.95, v_num=0]
    Epoch 1:   4%|▍         | 1362/33666 [00:51<20:18, 26.51it/s, loss=3.95, v_num=0]
    Epoch 1:   4%|▍         | 1362/33666 [00:51<20:18, 26.51it/s, loss=3.92, v_num=0]
    Epoch 1:   4%|▍         | 1363/33666 [00:51<20:18, 26.52it/s, loss=3.92, v_num=0]
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    Epoch 1:   4%|▍         | 1364/33666 [00:51<20:18, 26.52it/s, loss=3.91, v_num=0]
    Epoch 1:   4%|▍         | 1365/33666 [00:51<20:17, 26.52it/s, loss=3.91, v_num=0]
    Epoch 1:   4%|▍         | 1365/33666 [00:51<20:17, 26.52it/s, loss=3.97, v_num=0]
    Epoch 1:   4%|▍         | 1366/33666 [00:51<20:17, 26.52it/s, loss=3.97, v_num=0]
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    Epoch 1:   4%|▍         | 1367/33666 [00:51<20:17, 26.53it/s, loss=3.99, v_num=0]
    Epoch 1:   4%|▍         | 1367/33666 [00:51<20:17, 26.53it/s, loss=4.06, v_num=0]
    Epoch 1:   4%|▍         | 1368/33666 [00:51<20:17, 26.52it/s, loss=4.06, v_num=0]
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    Epoch 1:   4%|▍         | 1369/33666 [00:51<20:17, 26.52it/s, loss=4.09, v_num=0]
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    Epoch 1:   4%|▍         | 1370/33666 [00:51<20:17, 26.53it/s, loss=4.04, v_num=0]
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    Epoch 1:   4%|▍         | 1371/33666 [00:51<20:17, 26.53it/s, loss=4.07, v_num=0]
    Epoch 1:   4%|▍         | 1372/33666 [00:51<20:17, 26.53it/s, loss=4.07, v_num=0]
    Epoch 1:   4%|▍         | 1372/33666 [00:51<20:17, 26.53it/s, loss=4.08, v_num=0]
    Epoch 1:   4%|▍         | 1373/33666 [00:51<20:17, 26.53it/s, loss=4.08, v_num=0]
    Epoch 1:   4%|▍         | 1373/33666 [00:51<20:17, 26.53it/s, loss=4.1, v_num=0] 
    Epoch 1:   4%|▍         | 1374/33666 [00:51<20:17, 26.53it/s, loss=4.1, v_num=0]
    Epoch 1:   4%|▍         | 1374/33666 [00:51<20:17, 26.53it/s, loss=4.13, v_num=0]
    Epoch 1:   4%|▍         | 1375/33666 [00:51<20:17, 26.53it/s, loss=4.13, v_num=0]
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    Epoch 1:   4%|▍         | 1376/33666 [00:51<20:17, 26.53it/s, loss=4.19, v_num=0]
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    Epoch 1:   4%|▍         | 1377/33666 [00:51<20:17, 26.53it/s, loss=4.18, v_num=0]
    Epoch 1:   4%|▍         | 1377/33666 [00:51<20:17, 26.53it/s, loss=4.2, v_num=0] 
    Epoch 1:   4%|▍         | 1378/33666 [00:51<20:17, 26.53it/s, loss=4.2, v_num=0]
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    Epoch 1:   4%|▍         | 1381/33666 [00:52<20:17, 26.52it/s, loss=4.2, v_num=0] 
    Epoch 1:   4%|▍         | 1382/33666 [00:52<20:17, 26.52it/s, loss=4.2, v_num=0]
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    Epoch 1:   4%|▍         | 1393/33666 [00:52<20:16, 26.52it/s, loss=4.2, v_num=0]
    Epoch 1:   4%|▍         | 1393/33666 [00:52<20:17, 26.52it/s, loss=4.19, v_num=0]
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    Epoch 1:   4%|▍         | 1395/33666 [00:52<20:16, 26.52it/s, loss=4.15, v_num=0]
    Epoch 1:   4%|▍         | 1396/33666 [00:52<20:16, 26.52it/s, loss=4.15, v_num=0]
    Epoch 1:   4%|▍         | 1396/33666 [00:52<20:16, 26.52it/s, loss=4.18, v_num=0]
    Epoch 1:   4%|▍         | 1397/33666 [00:52<20:16, 26.52it/s, loss=4.18, v_num=0]
    Epoch 1:   4%|▍         | 1397/33666 [00:52<20:16, 26.52it/s, loss=4.18, v_num=0]
    Epoch 1:   4%|▍         | 1398/33666 [00:52<20:16, 26.52it/s, loss=4.18, v_num=0]
    Epoch 1:   4%|▍         | 1398/33666 [00:52<20:16, 26.52it/s, loss=4.16, v_num=0]
    Epoch 1:   4%|▍         | 1399/33666 [00:52<20:16, 26.52it/s, loss=4.16, v_num=0]
    Epoch 1:   4%|▍         | 1399/33666 [00:52<20:16, 26.52it/s, loss=4.12, v_num=0]
    Epoch 1:   4%|▍         | 1400/33666 [00:52<20:16, 26.52it/s, loss=4.12, v_num=0]
    Epoch 1:   4%|▍         | 1400/33666 [00:52<20:16, 26.52it/s, loss=4.18, v_num=0]
    Epoch 1:   4%|▍         | 1401/33666 [00:52<20:16, 26.52it/s, loss=4.18, v_num=0]
    Epoch 1:   4%|▍         | 1401/33666 [00:52<20:16, 26.52it/s, loss=4.14, v_num=0]
    Epoch 1:   4%|▍         | 1402/33666 [00:52<20:16, 26.53it/s, loss=4.14, v_num=0]
    Epoch 1:   4%|▍         | 1402/33666 [00:52<20:16, 26.53it/s, loss=4.15, v_num=0]
    Epoch 1:   4%|▍         | 1403/33666 [00:52<20:16, 26.53it/s, loss=4.15, v_num=0]
    Epoch 1:   4%|▍         | 1403/33666 [00:52<20:16, 26.53it/s, loss=4.13, v_num=0]
    Epoch 1:   4%|▍         | 1404/33666 [00:52<20:16, 26.53it/s, loss=4.13, v_num=0]
    Epoch 1:   4%|▍         | 1404/33666 [00:52<20:16, 26.53it/s, loss=4.16, v_num=0]
    Epoch 1:   4%|▍         | 1405/33666 [00:52<20:16, 26.53it/s, loss=4.16, v_num=0]
    Epoch 1:   4%|▍         | 1405/33666 [00:52<20:16, 26.53it/s, loss=4.16, v_num=0]
    Epoch 1:   4%|▍         | 1406/33666 [00:53<20:16, 26.53it/s, loss=4.16, v_num=0]
    Epoch 1:   4%|▍         | 1406/33666 [00:53<20:16, 26.53it/s, loss=4.15, v_num=0]
    Epoch 1:   4%|▍         | 1407/33666 [00:53<20:16, 26.53it/s, loss=4.15, v_num=0]
    Epoch 1:   4%|▍         | 1407/33666 [00:53<20:16, 26.53it/s, loss=4.14, v_num=0]
    Epoch 1:   4%|▍         | 1408/33666 [00:53<20:16, 26.52it/s, loss=4.14, v_num=0]
    Epoch 1:   4%|▍         | 1408/33666 [00:53<20:16, 26.52it/s, loss=4.16, v_num=0]
    Epoch 1:   4%|▍         | 1409/33666 [00:53<20:16, 26.52it/s, loss=4.16, v_num=0]
    Epoch 1:   4%|▍         | 1409/33666 [00:53<20:16, 26.52it/s, loss=4.12, v_num=0]
    Epoch 1:   4%|▍         | 1410/33666 [00:53<20:16, 26.53it/s, loss=4.12, v_num=0]
    Epoch 1:   4%|▍         | 1410/33666 [00:53<20:16, 26.52it/s, loss=4.14, v_num=0]
    Epoch 1:   4%|▍         | 1411/33666 [00:53<20:16, 26.53it/s, loss=4.14, v_num=0]
    Epoch 1:   4%|▍         | 1411/33666 [00:53<20:16, 26.53it/s, loss=4.11, v_num=0]
    Epoch 1:   4%|▍         | 1412/33666 [00:53<20:15, 26.53it/s, loss=4.11, v_num=0]
    Epoch 1:   4%|▍         | 1412/33666 [00:53<20:15, 26.53it/s, loss=4.17, v_num=0]
    Epoch 1:   4%|▍         | 1413/33666 [00:53<20:15, 26.53it/s, loss=4.17, v_num=0]
    Epoch 1:   4%|▍         | 1413/33666 [00:53<20:15, 26.53it/s, loss=4.14, v_num=0]
    Epoch 1:   4%|▍         | 1414/33666 [00:53<20:15, 26.52it/s, loss=4.14, v_num=0]
    Epoch 1:   4%|▍         | 1414/33666 [00:53<20:15, 26.52it/s, loss=4.16, v_num=0]
    Epoch 1:   4%|▍         | 1415/33666 [00:53<20:15, 26.52it/s, loss=4.16, v_num=0]
    Epoch 1:   4%|▍         | 1415/33666 [00:53<20:15, 26.52it/s, loss=4.18, v_num=0]
    Epoch 1:   4%|▍         | 1416/33666 [00:53<20:15, 26.52it/s, loss=4.18, v_num=0]
    Epoch 1:   4%|▍         | 1416/33666 [00:53<20:15, 26.52it/s, loss=4.14, v_num=0]
    Epoch 1:   4%|▍         | 1417/33666 [00:53<20:15, 26.52it/s, loss=4.14, v_num=0]
    Epoch 1:   4%|▍         | 1417/33666 [00:53<20:15, 26.52it/s, loss=4.18, v_num=0]
    Epoch 1:   4%|▍         | 1418/33666 [00:53<20:15, 26.53it/s, loss=4.18, v_num=0]
    Epoch 1:   4%|▍         | 1418/33666 [00:53<20:15, 26.53it/s, loss=4.18, v_num=0]
    Epoch 1:   4%|▍         | 1419/33666 [00:53<20:15, 26.52it/s, loss=4.18, v_num=0]
    Epoch 1:   4%|▍         | 1419/33666 [00:53<20:15, 26.52it/s, loss=4.18, v_num=0]
    Epoch 1:   4%|▍         | 1420/33666 [00:53<20:15, 26.53it/s, loss=4.18, v_num=0]
    Epoch 1:   4%|▍         | 1420/33666 [00:53<20:15, 26.53it/s, loss=4.22, v_num=0]
    Epoch 1:   4%|▍         | 1421/33666 [00:53<20:15, 26.53it/s, loss=4.22, v_num=0]
    Epoch 1:   4%|▍         | 1421/33666 [00:53<20:15, 26.53it/s, loss=4.22, v_num=0]
    Epoch 1:   4%|▍         | 1422/33666 [00:53<20:15, 26.53it/s, loss=4.22, v_num=0]
    Epoch 1:   4%|▍         | 1422/33666 [00:53<20:15, 26.53it/s, loss=4.24, v_num=0]
    Epoch 1:   4%|▍         | 1423/33666 [00:53<20:15, 26.54it/s, loss=4.24, v_num=0]
    Epoch 1:   4%|▍         | 1423/33666 [00:53<20:15, 26.54it/s, loss=4.22, v_num=0]
    Epoch 1:   4%|▍         | 1424/33666 [00:53<20:14, 26.54it/s, loss=4.22, v_num=0]
    Epoch 1:   4%|▍         | 1424/33666 [00:53<20:14, 26.54it/s, loss=4.19, v_num=0]
    Epoch 1:   4%|▍         | 1425/33666 [00:53<20:14, 26.54it/s, loss=4.19, v_num=0]
    Epoch 1:   4%|▍         | 1425/33666 [00:53<20:14, 26.54it/s, loss=4.18, v_num=0]
    Epoch 1:   4%|▍         | 1426/33666 [00:53<20:14, 26.54it/s, loss=4.18, v_num=0]
    Epoch 1:   4%|▍         | 1426/33666 [00:53<20:14, 26.54it/s, loss=4.14, v_num=0]
    Epoch 1:   4%|▍         | 1427/33666 [00:53<20:14, 26.55it/s, loss=4.14, v_num=0]
    Epoch 1:   4%|▍         | 1427/33666 [00:53<20:14, 26.55it/s, loss=4.14, v_num=0]
    Epoch 1:   4%|▍         | 1428/33666 [00:53<20:14, 26.55it/s, loss=4.14, v_num=0]
    Epoch 1:   4%|▍         | 1428/33666 [00:53<20:14, 26.55it/s, loss=4.13, v_num=0]
    Epoch 1:   4%|▍         | 1429/33666 [00:53<20:14, 26.55it/s, loss=4.13, v_num=0]
    Epoch 1:   4%|▍         | 1429/33666 [00:53<20:14, 26.55it/s, loss=4.14, v_num=0]
    Epoch 1:   4%|▍         | 1430/33666 [00:53<20:13, 26.55it/s, loss=4.14, v_num=0]
    Epoch 1:   4%|▍         | 1430/33666 [00:53<20:13, 26.55it/s, loss=4.14, v_num=0]
    Epoch 1:   4%|▍         | 1431/33666 [00:53<20:13, 26.56it/s, loss=4.14, v_num=0]
    Epoch 1:   4%|▍         | 1431/33666 [00:53<20:13, 26.56it/s, loss=4.14, v_num=0]
    Epoch 1:   4%|▍         | 1432/33666 [00:53<20:13, 26.56it/s, loss=4.14, v_num=0]
    Epoch 1:   4%|▍         | 1432/33666 [00:53<20:13, 26.56it/s, loss=4.16, v_num=0]
    Epoch 1:   4%|▍         | 1433/33666 [00:53<20:13, 26.56it/s, loss=4.16, v_num=0]
    Epoch 1:   4%|▍         | 1433/33666 [00:53<20:13, 26.56it/s, loss=4.17, v_num=0]
    Epoch 1:   4%|▍         | 1434/33666 [00:53<20:13, 26.56it/s, loss=4.17, v_num=0]
    Epoch 1:   4%|▍         | 1434/33666 [00:53<20:13, 26.56it/s, loss=4.1, v_num=0] 
    Epoch 1:   4%|▍         | 1435/33666 [00:54<20:13, 26.56it/s, loss=4.1, v_num=0]
    Epoch 1:   4%|▍         | 1435/33666 [00:54<20:13, 26.56it/s, loss=4.07, v_num=0]
    Epoch 1:   4%|▍         | 1436/33666 [00:54<20:13, 26.56it/s, loss=4.07, v_num=0]
    Epoch 1:   4%|▍         | 1436/33666 [00:54<20:13, 26.56it/s, loss=4.07, v_num=0]
    Epoch 1:   4%|▍         | 1437/33666 [00:54<20:13, 26.56it/s, loss=4.07, v_num=0]
    Epoch 1:   4%|▍         | 1437/33666 [00:54<20:13, 26.56it/s, loss=4.06, v_num=0]
    Epoch 1:   4%|▍         | 1438/33666 [00:54<20:13, 26.56it/s, loss=4.06, v_num=0]
    Epoch 1:   4%|▍         | 1438/33666 [00:54<20:13, 26.56it/s, loss=4.09, v_num=0]
    Epoch 1:   4%|▍         | 1439/33666 [00:54<20:13, 26.56it/s, loss=4.09, v_num=0]
    Epoch 1:   4%|▍         | 1439/33666 [00:54<20:13, 26.56it/s, loss=4.11, v_num=0]
    Epoch 1:   4%|▍         | 1440/33666 [00:54<20:13, 26.56it/s, loss=4.11, v_num=0]
    Epoch 1:   4%|▍         | 1440/33666 [00:54<20:13, 26.56it/s, loss=4.11, v_num=0]
    Epoch 1:   4%|▍         | 1441/33666 [00:54<20:13, 26.56it/s, loss=4.11, v_num=0]
    Epoch 1:   4%|▍         | 1441/33666 [00:54<20:13, 26.56it/s, loss=4.2, v_num=0] 
    Epoch 1:   4%|▍         | 1442/33666 [00:54<20:13, 26.56it/s, loss=4.2, v_num=0]
    Epoch 1:   4%|▍         | 1442/33666 [00:54<20:13, 26.56it/s, loss=4.18, v_num=0]
    Epoch 1:   4%|▍         | 1443/33666 [00:54<20:12, 26.57it/s, loss=4.18, v_num=0]
    Epoch 1:   4%|▍         | 1443/33666 [00:54<20:12, 26.57it/s, loss=4.21, v_num=0]
    Epoch 1:   4%|▍         | 1444/33666 [00:54<20:12, 26.57it/s, loss=4.21, v_num=0]
    Epoch 1:   4%|▍         | 1444/33666 [00:54<20:12, 26.57it/s, loss=4.23, v_num=0]
    Epoch 1:   4%|▍         | 1445/33666 [00:54<20:12, 26.57it/s, loss=4.23, v_num=0]
    Epoch 1:   4%|▍         | 1445/33666 [00:54<20:12, 26.57it/s, loss=4.25, v_num=0]
    Epoch 1:   4%|▍         | 1446/33666 [00:54<20:12, 26.57it/s, loss=4.25, v_num=0]
    Epoch 1:   4%|▍         | 1446/33666 [00:54<20:12, 26.57it/s, loss=4.31, v_num=0]
    Epoch 1:   4%|▍         | 1447/33666 [00:54<20:12, 26.57it/s, loss=4.31, v_num=0]
    Epoch 1:   4%|▍         | 1447/33666 [00:54<20:12, 26.57it/s, loss=4.36, v_num=0]
    Epoch 1:   4%|▍         | 1448/33666 [00:54<20:12, 26.57it/s, loss=4.36, v_num=0]
    Epoch 1:   4%|▍         | 1448/33666 [00:54<20:12, 26.57it/s, loss=4.37, v_num=0]
    Epoch 1:   4%|▍         | 1449/33666 [00:54<20:12, 26.57it/s, loss=4.37, v_num=0]
    Epoch 1:   4%|▍         | 1449/33666 [00:54<20:12, 26.57it/s, loss=4.35, v_num=0]
    Epoch 1:   4%|▍         | 1450/33666 [00:54<20:12, 26.57it/s, loss=4.35, v_num=0]
    Epoch 1:   4%|▍         | 1450/33666 [00:54<20:12, 26.57it/s, loss=4.35, v_num=0]
    Epoch 1:   4%|▍         | 1451/33666 [00:54<20:12, 26.56it/s, loss=4.35, v_num=0]
    Epoch 1:   4%|▍         | 1451/33666 [00:54<20:12, 26.56it/s, loss=4.35, v_num=0]
    Epoch 1:   4%|▍         | 1452/33666 [00:54<20:12, 26.56it/s, loss=4.35, v_num=0]
    Epoch 1:   4%|▍         | 1452/33666 [00:54<20:12, 26.56it/s, loss=4.28, v_num=0]
    Epoch 1:   4%|▍         | 1453/33666 [00:54<20:12, 26.56it/s, loss=4.28, v_num=0]
    Epoch 1:   4%|▍         | 1453/33666 [00:54<20:12, 26.56it/s, loss=4.28, v_num=0]
    Epoch 1:   4%|▍         | 1454/33666 [00:54<20:12, 26.56it/s, loss=4.28, v_num=0]
    Epoch 1:   4%|▍         | 1454/33666 [00:54<20:12, 26.56it/s, loss=4.27, v_num=0]
    Epoch 1:   4%|▍         | 1455/33666 [00:54<20:12, 26.56it/s, loss=4.27, v_num=0]
    Epoch 1:   4%|▍         | 1455/33666 [00:54<20:12, 26.56it/s, loss=4.28, v_num=0]
    Epoch 1:   4%|▍         | 1456/33666 [00:54<20:12, 26.56it/s, loss=4.28, v_num=0]
    Epoch 1:   4%|▍         | 1456/33666 [00:54<20:12, 26.56it/s, loss=4.31, v_num=0]
    Epoch 1:   4%|▍         | 1457/33666 [00:54<20:12, 26.56it/s, loss=4.31, v_num=0]
    Epoch 1:   4%|▍         | 1457/33666 [00:54<20:12, 26.56it/s, loss=4.3, v_num=0] 
    Epoch 1:   4%|▍         | 1458/33666 [00:54<20:12, 26.56it/s, loss=4.3, v_num=0]
    Epoch 1:   4%|▍         | 1458/33666 [00:54<20:12, 26.56it/s, loss=4.27, v_num=0]
    Epoch 1:   4%|▍         | 1459/33666 [00:54<20:12, 26.57it/s, loss=4.27, v_num=0]
    Epoch 1:   4%|▍         | 1459/33666 [00:54<20:12, 26.57it/s, loss=4.25, v_num=0]
    Epoch 1:   4%|▍         | 1460/33666 [00:54<20:12, 26.57it/s, loss=4.25, v_num=0]
    Epoch 1:   4%|▍         | 1460/33666 [00:54<20:12, 26.57it/s, loss=4.24, v_num=0]
    Epoch 1:   4%|▍         | 1461/33666 [00:54<20:12, 26.57it/s, loss=4.24, v_num=0]
    Epoch 1:   4%|▍         | 1461/33666 [00:54<20:12, 26.57it/s, loss=4.14, v_num=0]
    Epoch 1:   4%|▍         | 1462/33666 [00:55<20:11, 26.57it/s, loss=4.14, v_num=0]
    Epoch 1:   4%|▍         | 1462/33666 [00:55<20:11, 26.57it/s, loss=4.16, v_num=0]
    Epoch 1:   4%|▍         | 1463/33666 [00:55<20:12, 26.57it/s, loss=4.16, v_num=0]
    Epoch 1:   4%|▍         | 1463/33666 [00:55<20:12, 26.57it/s, loss=4.16, v_num=0]
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    Epoch 1:   4%|▍         | 1464/33666 [00:55<20:12, 26.57it/s, loss=4.13, v_num=0]
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    Epoch 1:   4%|▍         | 1465/33666 [00:55<20:12, 26.57it/s, loss=4.12, v_num=0]
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    Epoch 1:   4%|▍         | 1467/33666 [00:55<20:12, 26.56it/s, loss=4, v_num=0]   
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    Epoch 1:   4%|▍         | 1471/33666 [00:55<20:11, 26.56it/s, loss=3.94, v_num=0]
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    Epoch 1:   4%|▍         | 1479/33666 [00:55<20:11, 26.57it/s, loss=4.07, v_num=0]
    Epoch 1:   4%|▍         | 1480/33666 [00:55<20:11, 26.57it/s, loss=4.07, v_num=0]
    Epoch 1:   4%|▍         | 1480/33666 [00:55<20:11, 26.57it/s, loss=4.1, v_num=0] 
    Epoch 1:   4%|▍         | 1481/33666 [00:55<20:11, 26.57it/s, loss=4.1, v_num=0]
    Epoch 1:   4%|▍         | 1481/33666 [00:55<20:11, 26.57it/s, loss=4.12, v_num=0]
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    Epoch 1:   4%|▍         | 1482/33666 [00:55<20:11, 26.57it/s, loss=4.1, v_num=0] 
    Epoch 1:   4%|▍         | 1483/33666 [00:55<20:11, 26.57it/s, loss=4.1, v_num=0]
    Epoch 1:   4%|▍         | 1483/33666 [00:55<20:11, 26.57it/s, loss=4.06, v_num=0]
    Epoch 1:   4%|▍         | 1484/33666 [00:55<20:11, 26.57it/s, loss=4.06, v_num=0]
    Epoch 1:   4%|▍         | 1484/33666 [00:55<20:11, 26.57it/s, loss=4.11, v_num=0]
    Epoch 1:   4%|▍         | 1485/33666 [00:55<20:11, 26.57it/s, loss=4.11, v_num=0]
    Epoch 1:   4%|▍         | 1485/33666 [00:55<20:11, 26.57it/s, loss=4.17, v_num=0]
    Epoch 1:   4%|▍         | 1486/33666 [00:55<20:11, 26.57it/s, loss=4.17, v_num=0]
    Epoch 1:   4%|▍         | 1486/33666 [00:55<20:11, 26.57it/s, loss=4.23, v_num=0]
    Epoch 1:   4%|▍         | 1487/33666 [00:55<20:10, 26.57it/s, loss=4.23, v_num=0]
    Epoch 1:   4%|▍         | 1487/33666 [00:55<20:10, 26.57it/s, loss=4.22, v_num=0]
    Epoch 1:   4%|▍         | 1488/33666 [00:55<20:10, 26.57it/s, loss=4.22, v_num=0]
    Epoch 1:   4%|▍         | 1488/33666 [00:55<20:10, 26.57it/s, loss=4.2, v_num=0] 
    Epoch 1:   4%|▍         | 1489/33666 [00:56<20:10, 26.57it/s, loss=4.2, v_num=0]
    Epoch 1:   4%|▍         | 1489/33666 [00:56<20:10, 26.57it/s, loss=4.17, v_num=0]
    Epoch 1:   4%|▍         | 1490/33666 [00:56<20:10, 26.57it/s, loss=4.17, v_num=0]
    Epoch 1:   4%|▍         | 1490/33666 [00:56<20:10, 26.57it/s, loss=4.16, v_num=0]
    Epoch 1:   4%|▍         | 1491/33666 [00:56<20:10, 26.57it/s, loss=4.16, v_num=0]
    Epoch 1:   4%|▍         | 1491/33666 [00:56<20:10, 26.57it/s, loss=4.22, v_num=0]
    Epoch 1:   4%|▍         | 1492/33666 [00:56<20:10, 26.57it/s, loss=4.22, v_num=0]
    Epoch 1:   4%|▍         | 1492/33666 [00:56<20:10, 26.57it/s, loss=4.18, v_num=0]
    Epoch 1:   4%|▍         | 1493/33666 [00:56<20:10, 26.57it/s, loss=4.18, v_num=0]
    Epoch 1:   4%|▍         | 1493/33666 [00:56<20:10, 26.57it/s, loss=4.18, v_num=0]
    Epoch 1:   4%|▍         | 1494/33666 [00:56<20:10, 26.57it/s, loss=4.18, v_num=0]
    Epoch 1:   4%|▍         | 1494/33666 [00:56<20:10, 26.57it/s, loss=4.22, v_num=0]
    Epoch 1:   4%|▍         | 1495/33666 [00:56<20:10, 26.57it/s, loss=4.22, v_num=0]
    Epoch 1:   4%|▍         | 1495/33666 [00:56<20:10, 26.57it/s, loss=4.29, v_num=0]
    Epoch 1:   4%|▍         | 1496/33666 [00:56<20:10, 26.57it/s, loss=4.29, v_num=0]
    Epoch 1:   4%|▍         | 1496/33666 [00:56<20:10, 26.57it/s, loss=4.28, v_num=0]
    Epoch 1:   4%|▍         | 1497/33666 [00:56<20:10, 26.57it/s, loss=4.28, v_num=0]
    Epoch 1:   4%|▍         | 1497/33666 [00:56<20:10, 26.57it/s, loss=4.27, v_num=0]
    Epoch 1:   4%|▍         | 1498/33666 [00:56<20:10, 26.57it/s, loss=4.27, v_num=0]
    Epoch 1:   4%|▍         | 1498/33666 [00:56<20:10, 26.57it/s, loss=4.3, v_num=0] 
    Epoch 1:   4%|▍         | 1499/33666 [00:56<20:10, 26.57it/s, loss=4.3, v_num=0]
    Epoch 1:   4%|▍         | 1499/33666 [00:56<20:10, 26.57it/s, loss=4.21, v_num=0]
    Epoch 1:   4%|▍         | 1500/33666 [00:56<20:10, 26.57it/s, loss=4.21, v_num=0]
    Epoch 1:   4%|▍         | 1500/33666 [00:56<20:10, 26.57it/s, loss=4.18, v_num=0]
    Epoch 1:   4%|▍         | 1501/33666 [00:56<20:10, 26.57it/s, loss=4.18, v_num=0]
    Epoch 1:   4%|▍         | 1501/33666 [00:56<20:10, 26.57it/s, loss=4.17, v_num=0]
    Epoch 1:   4%|▍         | 1502/33666 [00:56<20:10, 26.57it/s, loss=4.17, v_num=0]
    Epoch 1:   4%|▍         | 1502/33666 [00:56<20:10, 26.57it/s, loss=4.09, v_num=0]
    Epoch 1:   4%|▍         | 1503/33666 [00:56<20:10, 26.57it/s, loss=4.09, v_num=0]
    Epoch 1:   4%|▍         | 1503/33666 [00:56<20:10, 26.57it/s, loss=4.15, v_num=0]
    Epoch 1:   4%|▍         | 1504/33666 [00:56<20:10, 26.57it/s, loss=4.15, v_num=0]
    Epoch 1:   4%|▍         | 1504/33666 [00:56<20:10, 26.57it/s, loss=4.15, v_num=0]
    Epoch 1:   4%|▍         | 1505/33666 [00:56<20:10, 26.57it/s, loss=4.15, v_num=0]
    Epoch 1:   4%|▍         | 1505/33666 [00:56<20:10, 26.57it/s, loss=4.12, v_num=0]
    Epoch 1:   4%|▍         | 1506/33666 [00:56<20:10, 26.57it/s, loss=4.12, v_num=0]
    Epoch 1:   4%|▍         | 1506/33666 [00:56<20:10, 26.57it/s, loss=4.08, v_num=0]
    Epoch 1:   4%|▍         | 1507/33666 [00:56<20:10, 26.57it/s, loss=4.08, v_num=0]
    Epoch 1:   4%|▍         | 1507/33666 [00:56<20:10, 26.57it/s, loss=4.11, v_num=0]
    Epoch 1:   4%|▍         | 1508/33666 [00:56<20:10, 26.57it/s, loss=4.11, v_num=0]
    Epoch 1:   4%|▍         | 1508/33666 [00:56<20:10, 26.57it/s, loss=4.14, v_num=0]
    Epoch 1:   4%|▍         | 1509/33666 [00:56<20:10, 26.57it/s, loss=4.14, v_num=0]
    Epoch 1:   4%|▍         | 1509/33666 [00:56<20:10, 26.57it/s, loss=4.17, v_num=0]
    Epoch 1:   4%|▍         | 1510/33666 [00:56<20:10, 26.57it/s, loss=4.17, v_num=0]
    Epoch 1:   4%|▍         | 1510/33666 [00:56<20:10, 26.57it/s, loss=4.2, v_num=0] 
    Epoch 1:   4%|▍         | 1511/33666 [00:56<20:10, 26.56it/s, loss=4.2, v_num=0]
    Epoch 1:   4%|▍         | 1511/33666 [00:56<20:10, 26.56it/s, loss=4.18, v_num=0]
    Epoch 1:   4%|▍         | 1512/33666 [00:56<20:10, 26.56it/s, loss=4.18, v_num=0]
    Epoch 1:   4%|▍         | 1512/33666 [00:56<20:10, 26.56it/s, loss=4.18, v_num=0]
    Epoch 1:   4%|▍         | 1513/33666 [00:56<20:10, 26.56it/s, loss=4.18, v_num=0]
    Epoch 1:   4%|▍         | 1513/33666 [00:56<20:10, 26.56it/s, loss=4.2, v_num=0] 
    Epoch 1:   4%|▍         | 1514/33666 [00:57<20:10, 26.56it/s, loss=4.2, v_num=0]
    Epoch 1:   4%|▍         | 1514/33666 [00:57<20:10, 26.56it/s, loss=4.15, v_num=0]
    Epoch 1:   5%|▍         | 1515/33666 [00:57<20:10, 26.56it/s, loss=4.15, v_num=0]
    Epoch 1:   5%|▍         | 1515/33666 [00:57<20:10, 26.56it/s, loss=4.15, v_num=0]
    Epoch 1:   5%|▍         | 1516/33666 [00:57<20:10, 26.56it/s, loss=4.15, v_num=0]
    Epoch 1:   5%|▍         | 1516/33666 [00:57<20:10, 26.56it/s, loss=4.15, v_num=0]
    Epoch 1:   5%|▍         | 1517/33666 [00:57<20:10, 26.56it/s, loss=4.15, v_num=0]
    Epoch 1:   5%|▍         | 1517/33666 [00:57<20:10, 26.56it/s, loss=4.12, v_num=0]
    Epoch 1:   5%|▍         | 1518/33666 [00:57<20:10, 26.56it/s, loss=4.12, v_num=0]
    Epoch 1:   5%|▍         | 1518/33666 [00:57<20:10, 26.56it/s, loss=4.12, v_num=0]
    Epoch 1:   5%|▍         | 1519/33666 [00:57<20:10, 26.56it/s, loss=4.12, v_num=0]
    Epoch 1:   5%|▍         | 1519/33666 [00:57<20:10, 26.56it/s, loss=4.19, v_num=0]
    Epoch 1:   5%|▍         | 1520/33666 [00:57<20:10, 26.56it/s, loss=4.19, v_num=0]
    Epoch 1:   5%|▍         | 1520/33666 [00:57<20:10, 26.56it/s, loss=4.18, v_num=0]
    Epoch 1:   5%|▍         | 1521/33666 [00:57<20:10, 26.56it/s, loss=4.18, v_num=0]
    Epoch 1:   5%|▍         | 1521/33666 [00:57<20:10, 26.56it/s, loss=4.18, v_num=0]
    Epoch 1:   5%|▍         | 1522/33666 [00:57<20:09, 26.57it/s, loss=4.18, v_num=0]
    Epoch 1:   5%|▍         | 1522/33666 [00:57<20:09, 26.57it/s, loss=4.24, v_num=0]
    Epoch 1:   5%|▍         | 1523/33666 [00:57<20:09, 26.57it/s, loss=4.24, v_num=0]
    Epoch 1:   5%|▍         | 1523/33666 [00:57<20:09, 26.57it/s, loss=4.18, v_num=0]
    Epoch 1:   5%|▍         | 1524/33666 [00:57<20:09, 26.57it/s, loss=4.18, v_num=0]
    Epoch 1:   5%|▍         | 1524/33666 [00:57<20:09, 26.57it/s, loss=4.24, v_num=0]
    Epoch 1:   5%|▍         | 1525/33666 [00:57<20:09, 26.57it/s, loss=4.24, v_num=0]
    Epoch 1:   5%|▍         | 1525/33666 [00:57<20:09, 26.57it/s, loss=4.21, v_num=0]
    Epoch 1:   5%|▍         | 1526/33666 [00:57<20:09, 26.57it/s, loss=4.21, v_num=0]
    Epoch 1:   5%|▍         | 1526/33666 [00:57<20:09, 26.57it/s, loss=4.24, v_num=0]
    Epoch 1:   5%|▍         | 1527/33666 [00:57<20:09, 26.57it/s, loss=4.24, v_num=0]
    Epoch 1:   5%|▍         | 1527/33666 [00:57<20:09, 26.57it/s, loss=4.25, v_num=0]
    Epoch 1:   5%|▍         | 1528/33666 [00:57<20:09, 26.57it/s, loss=4.25, v_num=0]
    Epoch 1:   5%|▍         | 1528/33666 [00:57<20:09, 26.57it/s, loss=4.24, v_num=0]
    Epoch 1:   5%|▍         | 1529/33666 [00:57<20:09, 26.57it/s, loss=4.24, v_num=0]
    Epoch 1:   5%|▍         | 1529/33666 [00:57<20:09, 26.57it/s, loss=4.23, v_num=0]
    Epoch 1:   5%|▍         | 1530/33666 [00:57<20:09, 26.57it/s, loss=4.23, v_num=0]
    Epoch 1:   5%|▍         | 1530/33666 [00:57<20:09, 26.57it/s, loss=4.19, v_num=0]
    Epoch 1:   5%|▍         | 1531/33666 [00:57<20:09, 26.56it/s, loss=4.19, v_num=0]
    Epoch 1:   5%|▍         | 1531/33666 [00:57<20:09, 26.56it/s, loss=4.14, v_num=0]
    Epoch 1:   5%|▍         | 1532/33666 [00:57<20:09, 26.57it/s, loss=4.14, v_num=0]
    Epoch 1:   5%|▍         | 1532/33666 [00:57<20:09, 26.57it/s, loss=4.16, v_num=0]
    Epoch 1:   5%|▍         | 1533/33666 [00:57<20:09, 26.57it/s, loss=4.16, v_num=0]
    Epoch 1:   5%|▍         | 1533/33666 [00:57<20:09, 26.57it/s, loss=4.11, v_num=0]
    Epoch 1:   5%|▍         | 1534/33666 [00:57<20:09, 26.57it/s, loss=4.11, v_num=0]
    Epoch 1:   5%|▍         | 1534/33666 [00:57<20:09, 26.57it/s, loss=4.11, v_num=0]
    Epoch 1:   5%|▍         | 1535/33666 [00:57<20:09, 26.56it/s, loss=4.11, v_num=0]
    Epoch 1:   5%|▍         | 1535/33666 [00:57<20:09, 26.56it/s, loss=4.06, v_num=0]
    Epoch 1:   5%|▍         | 1536/33666 [00:57<20:09, 26.56it/s, loss=4.06, v_num=0]
    Epoch 1:   5%|▍         | 1536/33666 [00:57<20:09, 26.56it/s, loss=4.05, v_num=0]
    Epoch 1:   5%|▍         | 1537/33666 [00:57<20:09, 26.56it/s, loss=4.05, v_num=0]
    Epoch 1:   5%|▍         | 1537/33666 [00:57<20:09, 26.56it/s, loss=4.06, v_num=0]
    Epoch 1:   5%|▍         | 1538/33666 [00:57<20:09, 26.56it/s, loss=4.06, v_num=0]
    Epoch 1:   5%|▍         | 1538/33666 [00:57<20:09, 26.56it/s, loss=4.07, v_num=0]
    Epoch 1:   5%|▍         | 1539/33666 [00:57<20:09, 26.56it/s, loss=4.07, v_num=0]
    Epoch 1:   5%|▍         | 1539/33666 [00:57<20:09, 26.56it/s, loss=4.04, v_num=0]
    Epoch 1:   5%|▍         | 1540/33666 [00:57<20:09, 26.56it/s, loss=4.04, v_num=0]
    Epoch 1:   5%|▍         | 1540/33666 [00:57<20:09, 26.56it/s, loss=4.06, v_num=0]
    Epoch 1:   5%|▍         | 1541/33666 [00:58<20:09, 26.56it/s, loss=4.06, v_num=0]
    Epoch 1:   5%|▍         | 1541/33666 [00:58<20:09, 26.56it/s, loss=4.11, v_num=0]
    Epoch 1:   5%|▍         | 1542/33666 [00:58<20:09, 26.56it/s, loss=4.11, v_num=0]
    Epoch 1:   5%|▍         | 1542/33666 [00:58<20:09, 26.56it/s, loss=4.16, v_num=0]
    Epoch 1:   5%|▍         | 1543/33666 [00:58<20:09, 26.56it/s, loss=4.16, v_num=0]
    Epoch 1:   5%|▍         | 1543/33666 [00:58<20:09, 26.56it/s, loss=4.19, v_num=0]
    Epoch 1:   5%|▍         | 1544/33666 [00:58<20:09, 26.56it/s, loss=4.19, v_num=0]
    Epoch 1:   5%|▍         | 1544/33666 [00:58<20:09, 26.56it/s, loss=4.13, v_num=0]
    Epoch 1:   5%|▍         | 1545/33666 [00:58<20:09, 26.56it/s, loss=4.13, v_num=0]
    Epoch 1:   5%|▍         | 1545/33666 [00:58<20:09, 26.56it/s, loss=4.21, v_num=0]
    Epoch 1:   5%|▍         | 1546/33666 [00:58<20:09, 26.55it/s, loss=4.21, v_num=0]
    Epoch 1:   5%|▍         | 1546/33666 [00:58<20:09, 26.55it/s, loss=4.19, v_num=0]
    Epoch 1:   5%|▍         | 1547/33666 [00:58<20:09, 26.55it/s, loss=4.19, v_num=0]
    Epoch 1:   5%|▍         | 1547/33666 [00:58<20:09, 26.55it/s, loss=4.18, v_num=0]
    Epoch 1:   5%|▍         | 1548/33666 [00:58<20:09, 26.55it/s, loss=4.18, v_num=0]
    Epoch 1:   5%|▍         | 1548/33666 [00:58<20:09, 26.55it/s, loss=4.23, v_num=0]
    Epoch 1:   5%|▍         | 1549/33666 [00:58<20:09, 26.55it/s, loss=4.23, v_num=0]
    Epoch 1:   5%|▍         | 1549/33666 [00:58<20:09, 26.55it/s, loss=4.21, v_num=0]
    Epoch 1:   5%|▍         | 1550/33666 [00:58<20:09, 26.55it/s, loss=4.21, v_num=0]
    Epoch 1:   5%|▍         | 1550/33666 [00:58<20:09, 26.55it/s, loss=4.22, v_num=0]
    Epoch 1:   5%|▍         | 1551/33666 [00:58<20:09, 26.55it/s, loss=4.22, v_num=0]
    Epoch 1:   5%|▍         | 1551/33666 [00:58<20:09, 26.54it/s, loss=4.28, v_num=0]
    Epoch 1:   5%|▍         | 1552/33666 [00:58<20:09, 26.55it/s, loss=4.28, v_num=0]
    Epoch 1:   5%|▍         | 1552/33666 [00:58<20:09, 26.55it/s, loss=4.3, v_num=0] 
    Epoch 1:   5%|▍         | 1553/33666 [00:58<20:09, 26.55it/s, loss=4.3, v_num=0]
    Epoch 1:   5%|▍         | 1553/33666 [00:58<20:09, 26.55it/s, loss=4.27, v_num=0]
    Epoch 1:   5%|▍         | 1554/33666 [00:58<20:09, 26.54it/s, loss=4.27, v_num=0]
    Epoch 1:   5%|▍         | 1554/33666 [00:58<20:09, 26.54it/s, loss=4.26, v_num=0]
    Epoch 1:   5%|▍         | 1555/33666 [00:58<20:09, 26.54it/s, loss=4.26, v_num=0]
    Epoch 1:   5%|▍         | 1555/33666 [00:58<20:09, 26.54it/s, loss=4.27, v_num=0]
    Epoch 1:   5%|▍         | 1556/33666 [00:58<20:09, 26.54it/s, loss=4.27, v_num=0]
    Epoch 1:   5%|▍         | 1556/33666 [00:58<20:09, 26.54it/s, loss=4.22, v_num=0]
    Epoch 1:   5%|▍         | 1557/33666 [00:58<20:09, 26.54it/s, loss=4.22, v_num=0]
    Epoch 1:   5%|▍         | 1557/33666 [00:58<20:09, 26.54it/s, loss=4.29, v_num=0]
    Epoch 1:   5%|▍         | 1558/33666 [00:58<20:09, 26.54it/s, loss=4.29, v_num=0]
    Epoch 1:   5%|▍         | 1558/33666 [00:58<20:09, 26.54it/s, loss=4.27, v_num=0]
    Epoch 1:   5%|▍         | 1559/33666 [00:58<20:09, 26.54it/s, loss=4.27, v_num=0]
    Epoch 1:   5%|▍         | 1559/33666 [00:58<20:09, 26.54it/s, loss=4.3, v_num=0] 
    Epoch 1:   5%|▍         | 1560/33666 [00:58<20:09, 26.54it/s, loss=4.3, v_num=0]
    Epoch 1:   5%|▍         | 1560/33666 [00:58<20:09, 26.54it/s, loss=4.29, v_num=0]
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    Epoch 1:   5%|▍         | 1561/33666 [00:58<20:09, 26.54it/s, loss=4.25, v_num=0]
    Epoch 1:   5%|▍         | 1562/33666 [00:58<20:09, 26.54it/s, loss=4.25, v_num=0]
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    Epoch 1:   5%|▍         | 1570/33666 [00:59<20:09, 26.54it/s, loss=4.16, v_num=0]
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    Epoch 1:   5%|▍         | 1571/33666 [00:59<20:09, 26.53it/s, loss=4.12, v_num=0]
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    Epoch 1:   5%|▍         | 1575/33666 [00:59<20:09, 26.54it/s, loss=4.1, v_num=0]
    Epoch 1:   5%|▍         | 1575/33666 [00:59<20:09, 26.54it/s, loss=4.09, v_num=0]
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    Epoch 1:   5%|▍         | 1576/33666 [00:59<20:09, 26.53it/s, loss=4.13, v_num=0]
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    Epoch 1:   5%|▍         | 1578/33666 [00:59<20:09, 26.53it/s, loss=4.04, v_num=0]
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    Epoch 1:   5%|▍         | 1579/33666 [00:59<20:09, 26.53it/s, loss=4.03, v_num=0]
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    Epoch 1:   5%|▍         | 1581/33666 [00:59<20:09, 26.53it/s, loss=3.99, v_num=0]
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    Epoch 1:   5%|▍         | 1583/33666 [00:59<20:09, 26.53it/s, loss=4.07, v_num=0]
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    Epoch 1:   5%|▍         | 1587/33666 [00:59<20:09, 26.53it/s, loss=4.04, v_num=0]
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    Epoch 1:   5%|▍         | 1588/33666 [00:59<20:09, 26.53it/s, loss=4.05, v_num=0]
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    Epoch 1:   5%|▍         | 1589/33666 [00:59<20:09, 26.53it/s, loss=4.08, v_num=0]
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    Epoch 1:   5%|▍         | 1590/33666 [00:59<20:08, 26.53it/s, loss=4.07, v_num=0]
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    Epoch 1:   5%|▍         | 1592/33666 [00:59<20:08, 26.54it/s, loss=4.1, v_num=0] 
    Epoch 1:   5%|▍         | 1593/33666 [01:00<20:08, 26.54it/s, loss=4.1, v_num=0]
    Epoch 1:   5%|▍         | 1593/33666 [01:00<20:08, 26.54it/s, loss=4.09, v_num=0]
    Epoch 1:   5%|▍         | 1594/33666 [01:00<20:08, 26.54it/s, loss=4.09, v_num=0]
    Epoch 1:   5%|▍         | 1594/33666 [01:00<20:08, 26.54it/s, loss=4.12, v_num=0]
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    Epoch 1:   5%|▍         | 1595/33666 [01:00<20:08, 26.54it/s, loss=4.17, v_num=0]
    Epoch 1:   5%|▍         | 1596/33666 [01:00<20:08, 26.54it/s, loss=4.17, v_num=0]
    Epoch 1:   5%|▍         | 1596/33666 [01:00<20:08, 26.54it/s, loss=4.14, v_num=0]
    Epoch 1:   5%|▍         | 1597/33666 [01:00<20:08, 26.54it/s, loss=4.14, v_num=0]
    Epoch 1:   5%|▍         | 1597/33666 [01:00<20:08, 26.54it/s, loss=4.12, v_num=0]
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    Epoch 1:   5%|▍         | 1598/33666 [01:00<20:08, 26.54it/s, loss=4.12, v_num=0]
    Epoch 1:   5%|▍         | 1599/33666 [01:00<20:08, 26.54it/s, loss=4.12, v_num=0]
    Epoch 1:   5%|▍         | 1599/33666 [01:00<20:08, 26.54it/s, loss=4.09, v_num=0]
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    Epoch 1:   5%|▍         | 1601/33666 [01:00<20:07, 26.55it/s, loss=4.07, v_num=0]
    Epoch 1:   5%|▍         | 1601/33666 [01:00<20:07, 26.55it/s, loss=4.08, v_num=0]
    Epoch 1:   5%|▍         | 1602/33666 [01:00<20:07, 26.55it/s, loss=4.08, v_num=0]
    Epoch 1:   5%|▍         | 1602/33666 [01:00<20:07, 26.55it/s, loss=4.05, v_num=0]
    Epoch 1:   5%|▍         | 1603/33666 [01:00<20:07, 26.54it/s, loss=4.05, v_num=0]
    Epoch 1:   5%|▍         | 1603/33666 [01:00<20:07, 26.54it/s, loss=4.01, v_num=0]
    Epoch 1:   5%|▍         | 1604/33666 [01:00<20:07, 26.54it/s, loss=4.01, v_num=0]
    Epoch 1:   5%|▍         | 1604/33666 [01:00<20:07, 26.54it/s, loss=4.07, v_num=0]
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    Epoch 1:   5%|▍         | 1605/33666 [01:00<20:07, 26.54it/s, loss=4.07, v_num=0]
    Epoch 1:   5%|▍         | 1606/33666 [01:00<20:07, 26.54it/s, loss=4.07, v_num=0]
    Epoch 1:   5%|▍         | 1606/33666 [01:00<20:07, 26.54it/s, loss=4.04, v_num=0]
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    Epoch 1:   5%|▍         | 1607/33666 [01:00<20:07, 26.55it/s, loss=4.01, v_num=0]
    Epoch 1:   5%|▍         | 1608/33666 [01:00<20:07, 26.55it/s, loss=4.01, v_num=0]
    Epoch 1:   5%|▍         | 1608/33666 [01:00<20:07, 26.55it/s, loss=4.01, v_num=0]
    Epoch 1:   5%|▍         | 1609/33666 [01:00<20:07, 26.55it/s, loss=4.01, v_num=0]
    Epoch 1:   5%|▍         | 1609/33666 [01:00<20:07, 26.55it/s, loss=3.99, v_num=0]
    Epoch 1:   5%|▍         | 1610/33666 [01:00<20:07, 26.55it/s, loss=3.99, v_num=0]
    Epoch 1:   5%|▍         | 1610/33666 [01:00<20:07, 26.55it/s, loss=4, v_num=0]   
    Epoch 1:   5%|▍         | 1611/33666 [01:00<20:07, 26.55it/s, loss=4, v_num=0]
    Epoch 1:   5%|▍         | 1611/33666 [01:00<20:07, 26.55it/s, loss=4.02, v_num=0]
    Epoch 1:   5%|▍         | 1612/33666 [01:00<20:07, 26.56it/s, loss=4.02, v_num=0]
    Epoch 1:   5%|▍         | 1612/33666 [01:00<20:07, 26.56it/s, loss=4, v_num=0]   
    Epoch 1:   5%|▍         | 1613/33666 [01:00<20:06, 26.56it/s, loss=4, v_num=0]
    Epoch 1:   5%|▍         | 1613/33666 [01:00<20:06, 26.56it/s, loss=4.01, v_num=0]
    Epoch 1:   5%|▍         | 1614/33666 [01:00<20:06, 26.56it/s, loss=4.01, v_num=0]
    Epoch 1:   5%|▍         | 1614/33666 [01:00<20:06, 26.56it/s, loss=3.94, v_num=0]
    Epoch 1:   5%|▍         | 1615/33666 [01:00<20:06, 26.56it/s, loss=3.94, v_num=0]
    Epoch 1:   5%|▍         | 1615/33666 [01:00<20:06, 26.56it/s, loss=3.94, v_num=0]
    Epoch 1:   5%|▍         | 1616/33666 [01:00<20:06, 26.56it/s, loss=3.94, v_num=0]
    Epoch 1:   5%|▍         | 1616/33666 [01:00<20:06, 26.56it/s, loss=3.96, v_num=0]
    Epoch 1:   5%|▍         | 1617/33666 [01:00<20:06, 26.57it/s, loss=3.96, v_num=0]
    Epoch 1:   5%|▍         | 1617/33666 [01:00<20:06, 26.57it/s, loss=3.98, v_num=0]
    Epoch 1:   5%|▍         | 1618/33666 [01:00<20:06, 26.57it/s, loss=3.98, v_num=0]
    Epoch 1:   5%|▍         | 1618/33666 [01:00<20:06, 26.57it/s, loss=4.02, v_num=0]
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    Epoch 1:   5%|▍         | 1619/33666 [01:00<20:06, 26.57it/s, loss=3.98, v_num=0]
    Epoch 1:   5%|▍         | 1620/33666 [01:00<20:06, 26.57it/s, loss=3.98, v_num=0]
    Epoch 1:   5%|▍         | 1620/33666 [01:00<20:06, 26.57it/s, loss=4.06, v_num=0]
    Epoch 1:   5%|▍         | 1621/33666 [01:01<20:06, 26.56it/s, loss=4.06, v_num=0]
    Epoch 1:   5%|▍         | 1621/33666 [01:01<20:06, 26.56it/s, loss=4.05, v_num=0]
    Epoch 1:   5%|▍         | 1622/33666 [01:01<20:06, 26.56it/s, loss=4.05, v_num=0]
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    Epoch 1:   5%|▍         | 1623/33666 [01:01<20:06, 26.56it/s, loss=4.12, v_num=0]
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    Epoch 1:   5%|▍         | 1624/33666 [01:01<20:06, 26.56it/s, loss=4.12, v_num=0]
    Epoch 1:   5%|▍         | 1625/33666 [01:01<20:06, 26.56it/s, loss=4.12, v_num=0]
    Epoch 1:   5%|▍         | 1625/33666 [01:01<20:06, 26.56it/s, loss=4.11, v_num=0]
    Epoch 1:   5%|▍         | 1626/33666 [01:01<20:06, 26.56it/s, loss=4.11, v_num=0]
    Epoch 1:   5%|▍         | 1626/33666 [01:01<20:06, 26.56it/s, loss=4.08, v_num=0]
    Epoch 1:   5%|▍         | 1627/33666 [01:01<20:06, 26.56it/s, loss=4.08, v_num=0]
    Epoch 1:   5%|▍         | 1627/33666 [01:01<20:06, 26.56it/s, loss=4.09, v_num=0]
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    Epoch 1:   5%|▍         | 1628/33666 [01:01<20:06, 26.56it/s, loss=4.1, v_num=0] 
    Epoch 1:   5%|▍         | 1629/33666 [01:01<20:06, 26.56it/s, loss=4.1, v_num=0]
    Epoch 1:   5%|▍         | 1629/33666 [01:01<20:06, 26.56it/s, loss=4.11, v_num=0]
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    Epoch 1:   5%|▍         | 1630/33666 [01:01<20:06, 26.56it/s, loss=4.1, v_num=0] 
    Epoch 1:   5%|▍         | 1631/33666 [01:01<20:06, 26.56it/s, loss=4.1, v_num=0]
    Epoch 1:   5%|▍         | 1631/33666 [01:01<20:06, 26.56it/s, loss=4.06, v_num=0]
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    Epoch 1:   5%|▍         | 1632/33666 [01:01<20:06, 26.56it/s, loss=4.05, v_num=0]
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    Epoch 1:   5%|▍         | 1633/33666 [01:01<20:06, 26.56it/s, loss=4.04, v_num=0]
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    Epoch 1:   5%|▍         | 1634/33666 [01:01<20:05, 26.56it/s, loss=4.09, v_num=0]
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    Epoch 1:   5%|▍         | 1641/33666 [01:01<20:06, 26.55it/s, loss=4.1, v_num=0] 
    Epoch 1:   5%|▍         | 1642/33666 [01:01<20:06, 26.55it/s, loss=4.1, v_num=0]
    Epoch 1:   5%|▍         | 1642/33666 [01:01<20:06, 26.55it/s, loss=4.11, v_num=0]
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    Epoch 1:   5%|▍         | 1650/33666 [01:02<20:06, 26.55it/s, loss=4.14, v_num=0]
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    Epoch 1:   5%|▍         | 1652/33666 [01:02<20:06, 26.54it/s, loss=4.17, v_num=0]
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    Epoch 1:   5%|▍         | 1653/33666 [01:02<20:06, 26.54it/s, loss=4.15, v_num=0]
    Epoch 1:   5%|▍         | 1654/33666 [01:02<20:06, 26.54it/s, loss=4.15, v_num=0]
    Epoch 1:   5%|▍         | 1654/33666 [01:02<20:06, 26.54it/s, loss=4.12, v_num=0]
    Epoch 1:   5%|▍         | 1655/33666 [01:02<20:06, 26.54it/s, loss=4.12, v_num=0]
    Epoch 1:   5%|▍         | 1655/33666 [01:02<20:06, 26.54it/s, loss=4.15, v_num=0]
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    Epoch 1:   5%|▍         | 1656/33666 [01:02<20:06, 26.53it/s, loss=4.15, v_num=0]
    Epoch 1:   5%|▍         | 1657/33666 [01:02<20:06, 26.53it/s, loss=4.15, v_num=0]
    Epoch 1:   5%|▍         | 1657/33666 [01:02<20:06, 26.53it/s, loss=4.11, v_num=0]
    Epoch 1:   5%|▍         | 1658/33666 [01:02<20:06, 26.53it/s, loss=4.11, v_num=0]
    Epoch 1:   5%|▍         | 1658/33666 [01:02<20:06, 26.53it/s, loss=4.13, v_num=0]
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    Epoch 1:   5%|▍         | 1659/33666 [01:02<20:06, 26.53it/s, loss=4.15, v_num=0]
    Epoch 1:   5%|▍         | 1660/33666 [01:02<20:06, 26.53it/s, loss=4.15, v_num=0]
    Epoch 1:   5%|▍         | 1660/33666 [01:02<20:06, 26.53it/s, loss=4.15, v_num=0]
    Epoch 1:   5%|▍         | 1661/33666 [01:02<20:06, 26.53it/s, loss=4.15, v_num=0]
    Epoch 1:   5%|▍         | 1661/33666 [01:02<20:06, 26.53it/s, loss=4.16, v_num=0]
    Epoch 1:   5%|▍         | 1662/33666 [01:02<20:06, 26.53it/s, loss=4.16, v_num=0]
    Epoch 1:   5%|▍         | 1662/33666 [01:02<20:06, 26.53it/s, loss=4.09, v_num=0]
    Epoch 1:   5%|▍         | 1663/33666 [01:02<20:06, 26.52it/s, loss=4.09, v_num=0]
    Epoch 1:   5%|▍         | 1663/33666 [01:02<20:06, 26.52it/s, loss=4.07, v_num=0]
    Epoch 1:   5%|▍         | 1664/33666 [01:02<20:06, 26.52it/s, loss=4.07, v_num=0]
    Epoch 1:   5%|▍         | 1664/33666 [01:02<20:06, 26.52it/s, loss=4.1, v_num=0] 
    Epoch 1:   5%|▍         | 1665/33666 [01:02<20:06, 26.52it/s, loss=4.1, v_num=0]
    Epoch 1:   5%|▍         | 1665/33666 [01:02<20:06, 26.52it/s, loss=4.1, v_num=0]
    Epoch 1:   5%|▍         | 1666/33666 [01:02<20:06, 26.52it/s, loss=4.1, v_num=0]
    Epoch 1:   5%|▍         | 1666/33666 [01:02<20:06, 26.52it/s, loss=4.12, v_num=0]
    Epoch 1:   5%|▍         | 1667/33666 [01:02<20:06, 26.52it/s, loss=4.12, v_num=0]
    Epoch 1:   5%|▍         | 1667/33666 [01:02<20:06, 26.52it/s, loss=4.14, v_num=0]
    Epoch 1:   5%|▍         | 1668/33666 [01:02<20:06, 26.52it/s, loss=4.14, v_num=0]
    Epoch 1:   5%|▍         | 1668/33666 [01:02<20:06, 26.52it/s, loss=4.19, v_num=0]
    Epoch 1:   5%|▍         | 1669/33666 [01:02<20:06, 26.52it/s, loss=4.19, v_num=0]
    Epoch 1:   5%|▍         | 1669/33666 [01:02<20:06, 26.52it/s, loss=4.19, v_num=0]
    Epoch 1:   5%|▍         | 1670/33666 [01:02<20:06, 26.52it/s, loss=4.19, v_num=0]
    Epoch 1:   5%|▍         | 1670/33666 [01:02<20:06, 26.52it/s, loss=4.11, v_num=0]
    Epoch 1:   5%|▍         | 1671/33666 [01:02<20:06, 26.53it/s, loss=4.11, v_num=0]
    Epoch 1:   5%|▍         | 1671/33666 [01:02<20:06, 26.53it/s, loss=4.17, v_num=0]
    Epoch 1:   5%|▍         | 1672/33666 [01:03<20:06, 26.53it/s, loss=4.17, v_num=0]
    Epoch 1:   5%|▍         | 1672/33666 [01:03<20:06, 26.53it/s, loss=4.13, v_num=0]
    Epoch 1:   5%|▍         | 1673/33666 [01:03<20:05, 26.53it/s, loss=4.13, v_num=0]
    Epoch 1:   5%|▍         | 1673/33666 [01:03<20:05, 26.53it/s, loss=4.2, v_num=0] 
    Epoch 1:   5%|▍         | 1674/33666 [01:03<20:05, 26.53it/s, loss=4.2, v_num=0]
    Epoch 1:   5%|▍         | 1674/33666 [01:03<20:05, 26.53it/s, loss=4.15, v_num=0]
    Epoch 1:   5%|▍         | 1675/33666 [01:03<20:05, 26.53it/s, loss=4.15, v_num=0]
    Epoch 1:   5%|▍         | 1675/33666 [01:03<20:05, 26.53it/s, loss=4.14, v_num=0]
    Epoch 1:   5%|▍         | 1676/33666 [01:03<20:05, 26.54it/s, loss=4.14, v_num=0]
    Epoch 1:   5%|▍         | 1676/33666 [01:03<20:05, 26.54it/s, loss=4.15, v_num=0]
    Epoch 1:   5%|▍         | 1677/33666 [01:03<20:05, 26.54it/s, loss=4.15, v_num=0]
    Epoch 1:   5%|▍         | 1677/33666 [01:03<20:05, 26.54it/s, loss=4.19, v_num=0]
    Epoch 1:   5%|▍         | 1678/33666 [01:03<20:05, 26.54it/s, loss=4.19, v_num=0]
    Epoch 1:   5%|▍         | 1678/33666 [01:03<20:05, 26.54it/s, loss=4.12, v_num=0]
    Epoch 1:   5%|▍         | 1679/33666 [01:03<20:05, 26.54it/s, loss=4.12, v_num=0]
    Epoch 1:   5%|▍         | 1679/33666 [01:03<20:05, 26.54it/s, loss=4.06, v_num=0]
    Epoch 1:   5%|▍         | 1680/33666 [01:03<20:05, 26.54it/s, loss=4.06, v_num=0]
    Epoch 1:   5%|▍         | 1680/33666 [01:03<20:05, 26.54it/s, loss=4.01, v_num=0]
    Epoch 1:   5%|▍         | 1681/33666 [01:03<20:04, 26.55it/s, loss=4.01, v_num=0]
    Epoch 1:   5%|▍         | 1681/33666 [01:03<20:04, 26.55it/s, loss=3.99, v_num=0]
    Epoch 1:   5%|▍         | 1682/33666 [01:03<20:04, 26.55it/s, loss=3.99, v_num=0]
    Epoch 1:   5%|▍         | 1682/33666 [01:03<20:04, 26.55it/s, loss=4.02, v_num=0]
    Epoch 1:   5%|▍         | 1683/33666 [01:03<20:04, 26.54it/s, loss=4.02, v_num=0]
    Epoch 1:   5%|▍         | 1683/33666 [01:03<20:04, 26.54it/s, loss=4.04, v_num=0]
    Epoch 1:   5%|▌         | 1684/33666 [01:03<20:04, 26.54it/s, loss=4.04, v_num=0]
    Epoch 1:   5%|▌         | 1684/33666 [01:03<20:04, 26.54it/s, loss=4.01, v_num=0]
    Epoch 1:   5%|▌         | 1685/33666 [01:03<20:05, 26.54it/s, loss=4.01, v_num=0]
    Epoch 1:   5%|▌         | 1685/33666 [01:03<20:05, 26.54it/s, loss=4.02, v_num=0]
    Epoch 1:   5%|▌         | 1686/33666 [01:03<20:04, 26.54it/s, loss=4.02, v_num=0]
    Epoch 1:   5%|▌         | 1686/33666 [01:03<20:04, 26.54it/s, loss=4.02, v_num=0]
    Epoch 1:   5%|▌         | 1687/33666 [01:03<20:04, 26.54it/s, loss=4.02, v_num=0]
    Epoch 1:   5%|▌         | 1687/33666 [01:03<20:04, 26.54it/s, loss=4, v_num=0]   
    Epoch 1:   5%|▌         | 1688/33666 [01:03<20:04, 26.54it/s, loss=4, v_num=0]
    Epoch 1:   5%|▌         | 1688/33666 [01:03<20:04, 26.54it/s, loss=3.97, v_num=0]
    Epoch 1:   5%|▌         | 1689/33666 [01:03<20:04, 26.54it/s, loss=3.97, v_num=0]
    Epoch 1:   5%|▌         | 1689/33666 [01:03<20:04, 26.54it/s, loss=3.92, v_num=0]
    Epoch 1:   5%|▌         | 1690/33666 [01:03<20:04, 26.54it/s, loss=3.92, v_num=0]
    Epoch 1:   5%|▌         | 1690/33666 [01:03<20:04, 26.54it/s, loss=4.01, v_num=0]
    Epoch 1:   5%|▌         | 1691/33666 [01:03<20:04, 26.54it/s, loss=4.01, v_num=0]
    Epoch 1:   5%|▌         | 1691/33666 [01:03<20:04, 26.54it/s, loss=4.04, v_num=0]
    Epoch 1:   5%|▌         | 1692/33666 [01:03<20:04, 26.54it/s, loss=4.04, v_num=0]
    Epoch 1:   5%|▌         | 1692/33666 [01:03<20:04, 26.54it/s, loss=4.06, v_num=0]
    Epoch 1:   5%|▌         | 1693/33666 [01:03<20:04, 26.54it/s, loss=4.06, v_num=0]
    Epoch 1:   5%|▌         | 1693/33666 [01:03<20:04, 26.54it/s, loss=4.06, v_num=0]
    Epoch 1:   5%|▌         | 1694/33666 [01:03<20:04, 26.54it/s, loss=4.06, v_num=0]
    Epoch 1:   5%|▌         | 1694/33666 [01:03<20:04, 26.54it/s, loss=4.15, v_num=0]
    Epoch 1:   5%|▌         | 1695/33666 [01:03<20:04, 26.54it/s, loss=4.15, v_num=0]
    Epoch 1:   5%|▌         | 1695/33666 [01:03<20:04, 26.54it/s, loss=4.14, v_num=0]
    Epoch 1:   5%|▌         | 1696/33666 [01:03<20:04, 26.54it/s, loss=4.14, v_num=0]
    Epoch 1:   5%|▌         | 1696/33666 [01:03<20:04, 26.54it/s, loss=4.14, v_num=0]
    Epoch 1:   5%|▌         | 1697/33666 [01:03<20:04, 26.54it/s, loss=4.14, v_num=0]
    Epoch 1:   5%|▌         | 1697/33666 [01:03<20:04, 26.54it/s, loss=4.12, v_num=0]
    Epoch 1:   5%|▌         | 1698/33666 [01:03<20:04, 26.54it/s, loss=4.12, v_num=0]
    Epoch 1:   5%|▌         | 1698/33666 [01:03<20:04, 26.54it/s, loss=4.14, v_num=0]
    Epoch 1:   5%|▌         | 1699/33666 [01:04<20:04, 26.54it/s, loss=4.14, v_num=0]
    Epoch 1:   5%|▌         | 1699/33666 [01:04<20:04, 26.54it/s, loss=4.19, v_num=0]
    Epoch 1:   5%|▌         | 1700/33666 [01:04<20:04, 26.55it/s, loss=4.19, v_num=0]
    Epoch 1:   5%|▌         | 1700/33666 [01:04<20:04, 26.54it/s, loss=4.28, v_num=0]
    Epoch 1:   5%|▌         | 1701/33666 [01:04<20:04, 26.55it/s, loss=4.28, v_num=0]
    Epoch 1:   5%|▌         | 1701/33666 [01:04<20:04, 26.55it/s, loss=4.29, v_num=0]
    Epoch 1:   5%|▌         | 1702/33666 [01:04<20:03, 26.55it/s, loss=4.29, v_num=0]
    Epoch 1:   5%|▌         | 1702/33666 [01:04<20:03, 26.55it/s, loss=4.24, v_num=0]
    Epoch 1:   5%|▌         | 1703/33666 [01:04<20:03, 26.55it/s, loss=4.24, v_num=0]
    Epoch 1:   5%|▌         | 1703/33666 [01:04<20:03, 26.55it/s, loss=4.18, v_num=0]
    Epoch 1:   5%|▌         | 1704/33666 [01:04<20:03, 26.55it/s, loss=4.18, v_num=0]
    Epoch 1:   5%|▌         | 1704/33666 [01:04<20:03, 26.55it/s, loss=4.11, v_num=0]
    Epoch 1:   5%|▌         | 1705/33666 [01:04<20:03, 26.56it/s, loss=4.11, v_num=0]
    Epoch 1:   5%|▌         | 1705/33666 [01:04<20:03, 26.56it/s, loss=4.06, v_num=0]
    Epoch 1:   5%|▌         | 1706/33666 [01:04<20:03, 26.55it/s, loss=4.06, v_num=0]
    Epoch 1:   5%|▌         | 1706/33666 [01:04<20:03, 26.55it/s, loss=4.04, v_num=0]
    Epoch 1:   5%|▌         | 1707/33666 [01:04<20:03, 26.56it/s, loss=4.04, v_num=0]
    Epoch 1:   5%|▌         | 1707/33666 [01:04<20:03, 26.56it/s, loss=4.08, v_num=0]
    Epoch 1:   5%|▌         | 1708/33666 [01:04<20:03, 26.56it/s, loss=4.08, v_num=0]
    Epoch 1:   5%|▌         | 1708/33666 [01:04<20:03, 26.56it/s, loss=4.07, v_num=0]
    Epoch 1:   5%|▌         | 1709/33666 [01:04<20:03, 26.55it/s, loss=4.07, v_num=0]
    Epoch 1:   5%|▌         | 1709/33666 [01:04<20:03, 26.55it/s, loss=4.08, v_num=0]
    Epoch 1:   5%|▌         | 1710/33666 [01:04<20:03, 26.55it/s, loss=4.08, v_num=0]
    Epoch 1:   5%|▌         | 1710/33666 [01:04<20:03, 26.55it/s, loss=3.98, v_num=0]
    Epoch 1:   5%|▌         | 1711/33666 [01:04<20:03, 26.55it/s, loss=3.98, v_num=0]
    Epoch 1:   5%|▌         | 1711/33666 [01:04<20:03, 26.55it/s, loss=3.96, v_num=0]
    Epoch 1:   5%|▌         | 1712/33666 [01:04<20:03, 26.55it/s, loss=3.96, v_num=0]
    Epoch 1:   5%|▌         | 1712/33666 [01:04<20:03, 26.55it/s, loss=3.91, v_num=0]
    Epoch 1:   5%|▌         | 1713/33666 [01:04<20:03, 26.55it/s, loss=3.91, v_num=0]
    Epoch 1:   5%|▌         | 1713/33666 [01:04<20:03, 26.55it/s, loss=3.85, v_num=0]
    Epoch 1:   5%|▌         | 1714/33666 [01:04<20:03, 26.55it/s, loss=3.85, v_num=0]
    Epoch 1:   5%|▌         | 1714/33666 [01:04<20:03, 26.55it/s, loss=3.85, v_num=0]
    Epoch 1:   5%|▌         | 1715/33666 [01:04<20:03, 26.55it/s, loss=3.85, v_num=0]
    Epoch 1:   5%|▌         | 1715/33666 [01:04<20:03, 26.55it/s, loss=3.89, v_num=0]
    Epoch 1:   5%|▌         | 1716/33666 [01:04<20:03, 26.55it/s, loss=3.89, v_num=0]
    Epoch 1:   5%|▌         | 1716/33666 [01:04<20:03, 26.55it/s, loss=3.85, v_num=0]
    Epoch 1:   5%|▌         | 1717/33666 [01:04<20:03, 26.54it/s, loss=3.85, v_num=0]
    Epoch 1:   5%|▌         | 1717/33666 [01:04<20:03, 26.54it/s, loss=3.84, v_num=0]
    Epoch 1:   5%|▌         | 1718/33666 [01:04<20:03, 26.54it/s, loss=3.84, v_num=0]
    Epoch 1:   5%|▌         | 1718/33666 [01:04<20:03, 26.54it/s, loss=3.88, v_num=0]
    Epoch 1:   5%|▌         | 1719/33666 [01:04<20:03, 26.54it/s, loss=3.88, v_num=0]
    Epoch 1:   5%|▌         | 1719/33666 [01:04<20:03, 26.54it/s, loss=3.86, v_num=0]
    Epoch 1:   5%|▌         | 1720/33666 [01:04<20:03, 26.54it/s, loss=3.86, v_num=0]
    Epoch 1:   5%|▌         | 1720/33666 [01:04<20:03, 26.54it/s, loss=3.79, v_num=0]
    Epoch 1:   5%|▌         | 1721/33666 [01:04<20:03, 26.54it/s, loss=3.79, v_num=0]
    Epoch 1:   5%|▌         | 1721/33666 [01:04<20:03, 26.54it/s, loss=3.81, v_num=0]
    Epoch 1:   5%|▌         | 1722/33666 [01:04<20:03, 26.54it/s, loss=3.81, v_num=0]
    Epoch 1:   5%|▌         | 1722/33666 [01:04<20:03, 26.54it/s, loss=3.81, v_num=0]
    Epoch 1:   5%|▌         | 1723/33666 [01:04<20:03, 26.54it/s, loss=3.81, v_num=0]
    Epoch 1:   5%|▌         | 1723/33666 [01:04<20:03, 26.54it/s, loss=3.84, v_num=0]
    Epoch 1:   5%|▌         | 1724/33666 [01:04<20:03, 26.54it/s, loss=3.84, v_num=0]
    Epoch 1:   5%|▌         | 1724/33666 [01:04<20:03, 26.54it/s, loss=3.91, v_num=0]
    Epoch 1:   5%|▌         | 1725/33666 [01:04<20:03, 26.55it/s, loss=3.91, v_num=0]
    Epoch 1:   5%|▌         | 1725/33666 [01:04<20:03, 26.55it/s, loss=3.95, v_num=0]
    Epoch 1:   5%|▌         | 1726/33666 [01:05<20:03, 26.55it/s, loss=3.95, v_num=0]
    Epoch 1:   5%|▌         | 1726/33666 [01:05<20:03, 26.55it/s, loss=3.94, v_num=0]
    Epoch 1:   5%|▌         | 1727/33666 [01:05<20:02, 26.55it/s, loss=3.94, v_num=0]
    Epoch 1:   5%|▌         | 1727/33666 [01:05<20:02, 26.55it/s, loss=3.98, v_num=0]
    Epoch 1:   5%|▌         | 1728/33666 [01:05<20:02, 26.55it/s, loss=3.98, v_num=0]
    Epoch 1:   5%|▌         | 1728/33666 [01:05<20:02, 26.55it/s, loss=3.96, v_num=0]
    Epoch 1:   5%|▌         | 1729/33666 [01:05<20:02, 26.55it/s, loss=3.96, v_num=0]
    Epoch 1:   5%|▌         | 1729/33666 [01:05<20:02, 26.55it/s, loss=3.97, v_num=0]
    Epoch 1:   5%|▌         | 1730/33666 [01:05<20:02, 26.55it/s, loss=3.97, v_num=0]
    Epoch 1:   5%|▌         | 1730/33666 [01:05<20:02, 26.55it/s, loss=4.01, v_num=0]
    Epoch 1:   5%|▌         | 1731/33666 [01:05<20:02, 26.56it/s, loss=4.01, v_num=0]
    Epoch 1:   5%|▌         | 1731/33666 [01:05<20:02, 26.56it/s, loss=4.01, v_num=0]
    Epoch 1:   5%|▌         | 1732/33666 [01:05<20:02, 26.55it/s, loss=4.01, v_num=0]
    Epoch 1:   5%|▌         | 1732/33666 [01:05<20:02, 26.55it/s, loss=4.05, v_num=0]
    Epoch 1:   5%|▌         | 1733/33666 [01:05<20:02, 26.55it/s, loss=4.05, v_num=0]
    Epoch 1:   5%|▌         | 1733/33666 [01:05<20:02, 26.55it/s, loss=4.1, v_num=0] 
    Epoch 1:   5%|▌         | 1734/33666 [01:05<20:02, 26.56it/s, loss=4.1, v_num=0]
    Epoch 1:   5%|▌         | 1734/33666 [01:05<20:02, 26.56it/s, loss=4.07, v_num=0]
    Epoch 1:   5%|▌         | 1735/33666 [01:05<20:02, 26.56it/s, loss=4.07, v_num=0]
    Epoch 1:   5%|▌         | 1735/33666 [01:05<20:02, 26.56it/s, loss=4.04, v_num=0]
    Epoch 1:   5%|▌         | 1736/33666 [01:05<20:02, 26.56it/s, loss=4.04, v_num=0]
    Epoch 1:   5%|▌         | 1736/33666 [01:05<20:02, 26.56it/s, loss=4.06, v_num=0]
    Epoch 1:   5%|▌         | 1737/33666 [01:05<20:02, 26.56it/s, loss=4.06, v_num=0]
    Epoch 1:   5%|▌         | 1737/33666 [01:05<20:02, 26.56it/s, loss=4.08, v_num=0]
    Epoch 1:   5%|▌         | 1738/33666 [01:05<20:01, 26.57it/s, loss=4.08, v_num=0]
    Epoch 1:   5%|▌         | 1738/33666 [01:05<20:01, 26.56it/s, loss=4.08, v_num=0]
    Epoch 1:   5%|▌         | 1739/33666 [01:05<20:01, 26.57it/s, loss=4.08, v_num=0]
    Epoch 1:   5%|▌         | 1739/33666 [01:05<20:01, 26.57it/s, loss=4.14, v_num=0]
    Epoch 1:   5%|▌         | 1740/33666 [01:05<20:01, 26.57it/s, loss=4.14, v_num=0]
    Epoch 1:   5%|▌         | 1740/33666 [01:05<20:01, 26.57it/s, loss=4.17, v_num=0]
    Epoch 1:   5%|▌         | 1741/33666 [01:05<20:01, 26.57it/s, loss=4.17, v_num=0]
    Epoch 1:   5%|▌         | 1741/33666 [01:05<20:01, 26.57it/s, loss=4.15, v_num=0]
    Epoch 1:   5%|▌         | 1742/33666 [01:05<20:01, 26.57it/s, loss=4.15, v_num=0]
    Epoch 1:   5%|▌         | 1742/33666 [01:05<20:01, 26.57it/s, loss=4.17, v_num=0]
    Epoch 1:   5%|▌         | 1743/33666 [01:05<20:01, 26.58it/s, loss=4.17, v_num=0]
    Epoch 1:   5%|▌         | 1743/33666 [01:05<20:01, 26.57it/s, loss=4.14, v_num=0]
    Epoch 1:   5%|▌         | 1744/33666 [01:05<20:01, 26.58it/s, loss=4.14, v_num=0]
    Epoch 1:   5%|▌         | 1744/33666 [01:05<20:01, 26.58it/s, loss=4.12, v_num=0]
    Epoch 1:   5%|▌         | 1745/33666 [01:05<20:00, 26.58it/s, loss=4.12, v_num=0]
    Epoch 1:   5%|▌         | 1745/33666 [01:05<20:00, 26.58it/s, loss=4.09, v_num=0]
    Epoch 1:   5%|▌         | 1746/33666 [01:05<20:00, 26.58it/s, loss=4.09, v_num=0]
    Epoch 1:   5%|▌         | 1746/33666 [01:05<20:00, 26.58it/s, loss=4.07, v_num=0]
    Epoch 1:   5%|▌         | 1747/33666 [01:05<20:00, 26.58it/s, loss=4.07, v_num=0]
    Epoch 1:   5%|▌         | 1747/33666 [01:05<20:00, 26.58it/s, loss=4.1, v_num=0] 
    Epoch 1:   5%|▌         | 1748/33666 [01:05<20:00, 26.59it/s, loss=4.1, v_num=0]
    Epoch 1:   5%|▌         | 1748/33666 [01:05<20:00, 26.59it/s, loss=4.11, v_num=0]
    Epoch 1:   5%|▌         | 1749/33666 [01:05<20:00, 26.59it/s, loss=4.11, v_num=0]
    Epoch 1:   5%|▌         | 1749/33666 [01:05<20:00, 26.59it/s, loss=4.14, v_num=0]
    Epoch 1:   5%|▌         | 1750/33666 [01:05<20:00, 26.59it/s, loss=4.14, v_num=0]
    Epoch 1:   5%|▌         | 1750/33666 [01:05<20:00, 26.59it/s, loss=4.07, v_num=0]
    Epoch 1:   5%|▌         | 1751/33666 [01:05<20:00, 26.59it/s, loss=4.07, v_num=0]
    Epoch 1:   5%|▌         | 1751/33666 [01:05<20:00, 26.59it/s, loss=4.05, v_num=0]
    Epoch 1:   5%|▌         | 1752/33666 [01:05<20:00, 26.59it/s, loss=4.05, v_num=0]
    Epoch 1:   5%|▌         | 1752/33666 [01:05<20:00, 26.59it/s, loss=4.01, v_num=0]
    Epoch 1:   5%|▌         | 1753/33666 [01:05<20:00, 26.59it/s, loss=4.01, v_num=0]
    Epoch 1:   5%|▌         | 1753/33666 [01:05<20:00, 26.59it/s, loss=4.05, v_num=0]
    Epoch 1:   5%|▌         | 1754/33666 [01:05<20:00, 26.59it/s, loss=4.05, v_num=0]
    Epoch 1:   5%|▌         | 1754/33666 [01:05<20:00, 26.59it/s, loss=4.07, v_num=0]
    Epoch 1:   5%|▌         | 1755/33666 [01:06<20:00, 26.59it/s, loss=4.07, v_num=0]
    Epoch 1:   5%|▌         | 1755/33666 [01:06<20:00, 26.59it/s, loss=4.1, v_num=0] 
    Epoch 1:   5%|▌         | 1756/33666 [01:06<20:00, 26.59it/s, loss=4.1, v_num=0]
    Epoch 1:   5%|▌         | 1756/33666 [01:06<20:00, 26.59it/s, loss=4.12, v_num=0]
    Epoch 1:   5%|▌         | 1757/33666 [01:06<20:00, 26.59it/s, loss=4.12, v_num=0]
    Epoch 1:   5%|▌         | 1757/33666 [01:06<20:00, 26.59it/s, loss=4.12, v_num=0]
    Epoch 1:   5%|▌         | 1758/33666 [01:06<20:00, 26.59it/s, loss=4.12, v_num=0]
    Epoch 1:   5%|▌         | 1758/33666 [01:06<20:00, 26.59it/s, loss=4.13, v_num=0]
    Epoch 1:   5%|▌         | 1759/33666 [01:06<20:00, 26.59it/s, loss=4.13, v_num=0]
    Epoch 1:   5%|▌         | 1759/33666 [01:06<20:00, 26.59it/s, loss=4.07, v_num=0]
    Epoch 1:   5%|▌         | 1760/33666 [01:06<20:00, 26.58it/s, loss=4.07, v_num=0]
    Epoch 1:   5%|▌         | 1760/33666 [01:06<20:00, 26.58it/s, loss=4.02, v_num=0]
    Epoch 1:   5%|▌         | 1761/33666 [01:06<20:00, 26.58it/s, loss=4.02, v_num=0]
    Epoch 1:   5%|▌         | 1761/33666 [01:06<20:00, 26.58it/s, loss=4.01, v_num=0]
    Epoch 1:   5%|▌         | 1762/33666 [01:06<20:00, 26.59it/s, loss=4.01, v_num=0]
    Epoch 1:   5%|▌         | 1762/33666 [01:06<20:00, 26.59it/s, loss=4.02, v_num=0]
    Epoch 1:   5%|▌         | 1763/33666 [01:06<20:00, 26.58it/s, loss=4.02, v_num=0]
    Epoch 1:   5%|▌         | 1763/33666 [01:06<20:00, 26.58it/s, loss=4.04, v_num=0]
    Epoch 1:   5%|▌         | 1764/33666 [01:06<20:00, 26.58it/s, loss=4.04, v_num=0]
    Epoch 1:   5%|▌         | 1764/33666 [01:06<20:00, 26.58it/s, loss=4, v_num=0]   
    Epoch 1:   5%|▌         | 1765/33666 [01:06<19:59, 26.59it/s, loss=4, v_num=0]
    Epoch 1:   5%|▌         | 1765/33666 [01:06<19:59, 26.59it/s, loss=4.03, v_num=0]
    Epoch 1:   5%|▌         | 1766/33666 [01:06<19:59, 26.58it/s, loss=4.03, v_num=0]
    Epoch 1:   5%|▌         | 1766/33666 [01:06<19:59, 26.58it/s, loss=4.04, v_num=0]
    Epoch 1:   5%|▌         | 1767/33666 [01:06<19:59, 26.58it/s, loss=4.04, v_num=0]
    Epoch 1:   5%|▌         | 1767/33666 [01:06<19:59, 26.58it/s, loss=3.92, v_num=0]
    Epoch 1:   5%|▌         | 1768/33666 [01:06<19:59, 26.58it/s, loss=3.92, v_num=0]
    Epoch 1:   5%|▌         | 1768/33666 [01:06<19:59, 26.58it/s, loss=3.95, v_num=0]
    Epoch 1:   5%|▌         | 1769/33666 [01:06<19:59, 26.58it/s, loss=3.95, v_num=0]
    Epoch 1:   5%|▌         | 1769/33666 [01:06<19:59, 26.58it/s, loss=3.92, v_num=0]
    Epoch 1:   5%|▌         | 1770/33666 [01:06<19:59, 26.58it/s, loss=3.92, v_num=0]
    Epoch 1:   5%|▌         | 1770/33666 [01:06<19:59, 26.58it/s, loss=4, v_num=0]   
    Epoch 1:   5%|▌         | 1771/33666 [01:06<19:59, 26.58it/s, loss=4, v_num=0]
    Epoch 1:   5%|▌         | 1771/33666 [01:06<19:59, 26.58it/s, loss=3.99, v_num=0]
    Epoch 1:   5%|▌         | 1772/33666 [01:06<19:59, 26.58it/s, loss=3.99, v_num=0]
    Epoch 1:   5%|▌         | 1772/33666 [01:06<19:59, 26.58it/s, loss=4.01, v_num=0]
    Epoch 1:   5%|▌         | 1773/33666 [01:06<19:59, 26.58it/s, loss=4.01, v_num=0]
    Epoch 1:   5%|▌         | 1773/33666 [01:06<19:59, 26.58it/s, loss=4, v_num=0]   
    Epoch 1:   5%|▌         | 1774/33666 [01:06<19:59, 26.58it/s, loss=4, v_num=0]
    Epoch 1:   5%|▌         | 1774/33666 [01:06<19:59, 26.58it/s, loss=3.99, v_num=0]
    Epoch 1:   5%|▌         | 1775/33666 [01:06<19:59, 26.58it/s, loss=3.99, v_num=0]
    Epoch 1:   5%|▌         | 1775/33666 [01:06<19:59, 26.58it/s, loss=4.01, v_num=0]
    Epoch 1:   5%|▌         | 1776/33666 [01:06<19:59, 26.58it/s, loss=4.01, v_num=0]
    Epoch 1:   5%|▌         | 1776/33666 [01:06<19:59, 26.58it/s, loss=3.98, v_num=0]
    Epoch 1:   5%|▌         | 1777/33666 [01:06<19:59, 26.58it/s, loss=3.98, v_num=0]
    Epoch 1:   5%|▌         | 1777/33666 [01:06<19:59, 26.58it/s, loss=3.99, v_num=0]
    Epoch 1:   5%|▌         | 1778/33666 [01:06<19:59, 26.58it/s, loss=3.99, v_num=0]
    Epoch 1:   5%|▌         | 1778/33666 [01:06<19:59, 26.58it/s, loss=3.95, v_num=0]
    Epoch 1:   5%|▌         | 1779/33666 [01:06<19:59, 26.58it/s, loss=3.95, v_num=0]
    Epoch 1:   5%|▌         | 1779/33666 [01:06<19:59, 26.58it/s, loss=4.03, v_num=0]
    Epoch 1:   5%|▌         | 1780/33666 [01:06<19:59, 26.58it/s, loss=4.03, v_num=0]
    Epoch 1:   5%|▌         | 1780/33666 [01:06<19:59, 26.58it/s, loss=4.03, v_num=0]
    Epoch 1:   5%|▌         | 1781/33666 [01:07<19:59, 26.58it/s, loss=4.03, v_num=0]
    Epoch 1:   5%|▌         | 1781/33666 [01:07<19:59, 26.58it/s, loss=4, v_num=0]   
    Epoch 1:   5%|▌         | 1782/33666 [01:07<19:59, 26.58it/s, loss=4, v_num=0]
    Epoch 1:   5%|▌         | 1782/33666 [01:07<19:59, 26.58it/s, loss=4.02, v_num=0]
    Epoch 1:   5%|▌         | 1783/33666 [01:07<19:59, 26.58it/s, loss=4.02, v_num=0]
    Epoch 1:   5%|▌         | 1783/33666 [01:07<19:59, 26.58it/s, loss=4.05, v_num=0]
    Epoch 1:   5%|▌         | 1784/33666 [01:07<19:59, 26.58it/s, loss=4.05, v_num=0]
    Epoch 1:   5%|▌         | 1784/33666 [01:07<19:59, 26.58it/s, loss=4.11, v_num=0]
    Epoch 1:   5%|▌         | 1785/33666 [01:07<19:59, 26.58it/s, loss=4.11, v_num=0]
    Epoch 1:   5%|▌         | 1785/33666 [01:07<19:59, 26.58it/s, loss=4.15, v_num=0]
    Epoch 1:   5%|▌         | 1786/33666 [01:07<19:59, 26.58it/s, loss=4.15, v_num=0]
    Epoch 1:   5%|▌         | 1786/33666 [01:07<19:59, 26.58it/s, loss=4.23, v_num=0]
    Epoch 1:   5%|▌         | 1787/33666 [01:07<19:59, 26.58it/s, loss=4.23, v_num=0]
    Epoch 1:   5%|▌         | 1787/33666 [01:07<19:59, 26.58it/s, loss=4.28, v_num=0]
    Epoch 1:   5%|▌         | 1788/33666 [01:07<19:59, 26.58it/s, loss=4.28, v_num=0]
    Epoch 1:   5%|▌         | 1788/33666 [01:07<19:59, 26.58it/s, loss=4.24, v_num=0]
    Epoch 1:   5%|▌         | 1789/33666 [01:07<19:59, 26.58it/s, loss=4.24, v_num=0]
    Epoch 1:   5%|▌         | 1789/33666 [01:07<19:59, 26.58it/s, loss=4.24, v_num=0]
    Epoch 1:   5%|▌         | 1790/33666 [01:07<19:59, 26.58it/s, loss=4.24, v_num=0]
    Epoch 1:   5%|▌         | 1790/33666 [01:07<19:59, 26.58it/s, loss=4.2, v_num=0] 
    Epoch 1:   5%|▌         | 1791/33666 [01:07<19:59, 26.58it/s, loss=4.2, v_num=0]
    Epoch 1:   5%|▌         | 1791/33666 [01:07<19:59, 26.58it/s, loss=4.2, v_num=0]
    Epoch 1:   5%|▌         | 1792/33666 [01:07<19:59, 26.58it/s, loss=4.2, v_num=0]
    Epoch 1:   5%|▌         | 1792/33666 [01:07<19:59, 26.58it/s, loss=4.2, v_num=0]
    Epoch 1:   5%|▌         | 1793/33666 [01:07<19:59, 26.58it/s, loss=4.2, v_num=0]
    Epoch 1:   5%|▌         | 1793/33666 [01:07<19:59, 26.58it/s, loss=4.15, v_num=0]
    Epoch 1:   5%|▌         | 1794/33666 [01:07<19:59, 26.58it/s, loss=4.15, v_num=0]
    Epoch 1:   5%|▌         | 1794/33666 [01:07<19:59, 26.58it/s, loss=4.12, v_num=0]
    Epoch 1:   5%|▌         | 1795/33666 [01:07<19:59, 26.58it/s, loss=4.12, v_num=0]
    Epoch 1:   5%|▌         | 1795/33666 [01:07<19:59, 26.58it/s, loss=4.07, v_num=0]
    Epoch 1:   5%|▌         | 1796/33666 [01:07<19:59, 26.57it/s, loss=4.07, v_num=0]
    Epoch 1:   5%|▌         | 1796/33666 [01:07<19:59, 26.57it/s, loss=4.05, v_num=0]
    Epoch 1:   5%|▌         | 1797/33666 [01:07<19:59, 26.57it/s, loss=4.05, v_num=0]
    Epoch 1:   5%|▌         | 1797/33666 [01:07<19:59, 26.57it/s, loss=4.03, v_num=0]
    Epoch 1:   5%|▌         | 1798/33666 [01:07<19:59, 26.57it/s, loss=4.03, v_num=0]
    Epoch 1:   5%|▌         | 1798/33666 [01:07<19:59, 26.57it/s, loss=4.04, v_num=0]
    Epoch 1:   5%|▌         | 1799/33666 [01:07<19:59, 26.57it/s, loss=4.04, v_num=0]
    Epoch 1:   5%|▌         | 1799/33666 [01:07<19:59, 26.57it/s, loss=3.97, v_num=0]
    Epoch 1:   5%|▌         | 1800/33666 [01:07<19:59, 26.57it/s, loss=3.97, v_num=0]
    Epoch 1:   5%|▌         | 1800/33666 [01:07<19:59, 26.57it/s, loss=4.01, v_num=0]
    Epoch 1:   5%|▌         | 1801/33666 [01:07<19:59, 26.57it/s, loss=4.01, v_num=0]
    Epoch 1:   5%|▌         | 1801/33666 [01:07<19:59, 26.57it/s, loss=4.04, v_num=0]
    Epoch 1:   5%|▌         | 1802/33666 [01:07<19:59, 26.57it/s, loss=4.04, v_num=0]
    Epoch 1:   5%|▌         | 1802/33666 [01:07<19:59, 26.57it/s, loss=4.06, v_num=0]
    Epoch 1:   5%|▌         | 1803/33666 [01:07<19:59, 26.57it/s, loss=4.06, v_num=0]
    Epoch 1:   5%|▌         | 1803/33666 [01:07<19:59, 26.57it/s, loss=4, v_num=0]   
    Epoch 1:   5%|▌         | 1804/33666 [01:07<19:59, 26.57it/s, loss=4, v_num=0]
    Epoch 1:   5%|▌         | 1804/33666 [01:07<19:59, 26.57it/s, loss=3.98, v_num=0]
    Epoch 1:   5%|▌         | 1805/33666 [01:07<19:59, 26.57it/s, loss=3.98, v_num=0]
    Epoch 1:   5%|▌         | 1805/33666 [01:07<19:59, 26.57it/s, loss=3.97, v_num=0]
    Epoch 1:   5%|▌         | 1806/33666 [01:07<19:59, 26.57it/s, loss=3.97, v_num=0]
    Epoch 1:   5%|▌         | 1806/33666 [01:07<19:59, 26.57it/s, loss=3.92, v_num=0]
    Epoch 1:   5%|▌         | 1807/33666 [01:08<19:59, 26.57it/s, loss=3.92, v_num=0]
    Epoch 1:   5%|▌         | 1807/33666 [01:08<19:59, 26.57it/s, loss=3.97, v_num=0]
    Epoch 1:   5%|▌         | 1808/33666 [01:08<19:59, 26.57it/s, loss=3.97, v_num=0]
    Epoch 1:   5%|▌         | 1808/33666 [01:08<19:59, 26.57it/s, loss=3.97, v_num=0]
    Epoch 1:   5%|▌         | 1809/33666 [01:08<19:58, 26.57it/s, loss=3.97, v_num=0]
    Epoch 1:   5%|▌         | 1809/33666 [01:08<19:58, 26.57it/s, loss=3.98, v_num=0]
    Epoch 1:   5%|▌         | 1810/33666 [01:08<19:59, 26.57it/s, loss=3.98, v_num=0]
    Epoch 1:   5%|▌         | 1810/33666 [01:08<19:59, 26.57it/s, loss=4.04, v_num=0]
    Epoch 1:   5%|▌         | 1811/33666 [01:08<19:59, 26.57it/s, loss=4.04, v_num=0]
    Epoch 1:   5%|▌         | 1811/33666 [01:08<19:59, 26.57it/s, loss=4.09, v_num=0]
    Epoch 1:   5%|▌         | 1812/33666 [01:08<19:58, 26.57it/s, loss=4.09, v_num=0]
    Epoch 1:   5%|▌         | 1812/33666 [01:08<19:58, 26.57it/s, loss=4.11, v_num=0]
    Epoch 1:   5%|▌         | 1813/33666 [01:08<19:58, 26.57it/s, loss=4.11, v_num=0]
    Epoch 1:   5%|▌         | 1813/33666 [01:08<19:58, 26.57it/s, loss=4.16, v_num=0]
    Epoch 1:   5%|▌         | 1814/33666 [01:08<19:58, 26.57it/s, loss=4.16, v_num=0]
    Epoch 1:   5%|▌         | 1814/33666 [01:08<19:58, 26.57it/s, loss=4.22, v_num=0]
    Epoch 1:   5%|▌         | 1815/33666 [01:08<19:58, 26.57it/s, loss=4.22, v_num=0]
    Epoch 1:   5%|▌         | 1815/33666 [01:08<19:58, 26.57it/s, loss=4.21, v_num=0]
    Epoch 1:   5%|▌         | 1816/33666 [01:08<19:58, 26.57it/s, loss=4.21, v_num=0]
    Epoch 1:   5%|▌         | 1816/33666 [01:08<19:58, 26.57it/s, loss=4.24, v_num=0]
    Epoch 1:   5%|▌         | 1817/33666 [01:08<19:58, 26.58it/s, loss=4.24, v_num=0]
    Epoch 1:   5%|▌         | 1817/33666 [01:08<19:58, 26.57it/s, loss=4.26, v_num=0]
    Epoch 1:   5%|▌         | 1818/33666 [01:08<19:58, 26.58it/s, loss=4.26, v_num=0]
    Epoch 1:   5%|▌         | 1818/33666 [01:08<19:58, 26.58it/s, loss=4.24, v_num=0]
    Epoch 1:   5%|▌         | 1819/33666 [01:08<19:58, 26.58it/s, loss=4.24, v_num=0]
    Epoch 1:   5%|▌         | 1819/33666 [01:08<19:58, 26.58it/s, loss=4.28, v_num=0]
    Epoch 1:   5%|▌         | 1820/33666 [01:08<19:58, 26.58it/s, loss=4.28, v_num=0]
    Epoch 1:   5%|▌         | 1820/33666 [01:08<19:58, 26.58it/s, loss=4.29, v_num=0]
    Epoch 1:   5%|▌         | 1821/33666 [01:08<19:58, 26.58it/s, loss=4.29, v_num=0]
    Epoch 1:   5%|▌         | 1821/33666 [01:08<19:58, 26.58it/s, loss=4.26, v_num=0]
    Epoch 1:   5%|▌         | 1822/33666 [01:08<19:57, 26.58it/s, loss=4.26, v_num=0]
    Epoch 1:   5%|▌         | 1822/33666 [01:08<19:57, 26.58it/s, loss=4.29, v_num=0]
    Epoch 1:   5%|▌         | 1823/33666 [01:08<19:57, 26.58it/s, loss=4.29, v_num=0]
    Epoch 1:   5%|▌         | 1823/33666 [01:08<19:57, 26.58it/s, loss=4.29, v_num=0]
    Epoch 1:   5%|▌         | 1824/33666 [01:08<19:57, 26.58it/s, loss=4.29, v_num=0]
    Epoch 1:   5%|▌         | 1824/33666 [01:08<19:57, 26.58it/s, loss=4.3, v_num=0] 
    Epoch 1:   5%|▌         | 1825/33666 [01:08<19:57, 26.58it/s, loss=4.3, v_num=0]
    Epoch 1:   5%|▌         | 1825/33666 [01:08<19:57, 26.58it/s, loss=4.33, v_num=0]
    Epoch 1:   5%|▌         | 1826/33666 [01:08<19:57, 26.58it/s, loss=4.33, v_num=0]
    Epoch 1:   5%|▌         | 1826/33666 [01:08<19:57, 26.58it/s, loss=4.31, v_num=0]
    Epoch 1:   5%|▌         | 1827/33666 [01:08<19:57, 26.59it/s, loss=4.31, v_num=0]
    Epoch 1:   5%|▌         | 1827/33666 [01:08<19:57, 26.58it/s, loss=4.26, v_num=0]
    Epoch 1:   5%|▌         | 1828/33666 [01:08<19:57, 26.59it/s, loss=4.26, v_num=0]
    Epoch 1:   5%|▌         | 1828/33666 [01:08<19:57, 26.59it/s, loss=4.3, v_num=0] 
    Epoch 1:   5%|▌         | 1829/33666 [01:08<19:57, 26.59it/s, loss=4.3, v_num=0]
    Epoch 1:   5%|▌         | 1829/33666 [01:08<19:57, 26.59it/s, loss=4.31, v_num=0]
    Epoch 1:   5%|▌         | 1830/33666 [01:08<19:57, 26.59it/s, loss=4.31, v_num=0]
    Epoch 1:   5%|▌         | 1830/33666 [01:08<19:57, 26.59it/s, loss=4.27, v_num=0]
    Epoch 1:   5%|▌         | 1831/33666 [01:08<19:57, 26.59it/s, loss=4.27, v_num=0]
    Epoch 1:   5%|▌         | 1831/33666 [01:08<19:57, 26.59it/s, loss=4.31, v_num=0]
    Epoch 1:   5%|▌         | 1832/33666 [01:08<19:56, 26.60it/s, loss=4.31, v_num=0]
    Epoch 1:   5%|▌         | 1832/33666 [01:08<19:56, 26.60it/s, loss=4.3, v_num=0] 
    Epoch 1:   5%|▌         | 1833/33666 [01:08<19:56, 26.60it/s, loss=4.3, v_num=0]
    Epoch 1:   5%|▌         | 1833/33666 [01:08<19:56, 26.60it/s, loss=4.28, v_num=0]
    Epoch 1:   5%|▌         | 1834/33666 [01:08<19:56, 26.60it/s, loss=4.28, v_num=0]
    Epoch 1:   5%|▌         | 1834/33666 [01:08<19:56, 26.60it/s, loss=4.29, v_num=0]
    Epoch 1:   5%|▌         | 1835/33666 [01:08<19:56, 26.60it/s, loss=4.29, v_num=0]
    Epoch 1:   5%|▌         | 1835/33666 [01:08<19:56, 26.60it/s, loss=4.25, v_num=0]
    Epoch 1:   5%|▌         | 1836/33666 [01:09<19:56, 26.60it/s, loss=4.25, v_num=0]
    Epoch 1:   5%|▌         | 1836/33666 [01:09<19:56, 26.60it/s, loss=4.28, v_num=0]
    Epoch 1:   5%|▌         | 1837/33666 [01:09<19:56, 26.61it/s, loss=4.28, v_num=0]
    Epoch 1:   5%|▌         | 1837/33666 [01:09<19:56, 26.61it/s, loss=4.26, v_num=0]
    Epoch 1:   5%|▌         | 1838/33666 [01:09<19:56, 26.60it/s, loss=4.26, v_num=0]
    Epoch 1:   5%|▌         | 1838/33666 [01:09<19:56, 26.60it/s, loss=4.28, v_num=0]
    Epoch 1:   5%|▌         | 1839/33666 [01:09<19:56, 26.60it/s, loss=4.28, v_num=0]
    Epoch 1:   5%|▌         | 1839/33666 [01:09<19:56, 26.60it/s, loss=4.28, v_num=0]
    Epoch 1:   5%|▌         | 1840/33666 [01:09<19:56, 26.60it/s, loss=4.28, v_num=0]
    Epoch 1:   5%|▌         | 1840/33666 [01:09<19:56, 26.60it/s, loss=4.21, v_num=0]
    Epoch 1:   5%|▌         | 1841/33666 [01:09<19:56, 26.61it/s, loss=4.21, v_num=0]
    Epoch 1:   5%|▌         | 1841/33666 [01:09<19:56, 26.61it/s, loss=4.23, v_num=0]
    Epoch 1:   5%|▌         | 1842/33666 [01:09<19:56, 26.61it/s, loss=4.23, v_num=0]
    Epoch 1:   5%|▌         | 1842/33666 [01:09<19:56, 26.61it/s, loss=4.18, v_num=0]
    Epoch 1:   5%|▌         | 1843/33666 [01:09<19:55, 26.61it/s, loss=4.18, v_num=0]
    Epoch 1:   5%|▌         | 1843/33666 [01:09<19:55, 26.61it/s, loss=4.2, v_num=0] 
    Epoch 1:   5%|▌         | 1844/33666 [01:09<19:55, 26.61it/s, loss=4.2, v_num=0]
    Epoch 1:   5%|▌         | 1844/33666 [01:09<19:55, 26.61it/s, loss=4.24, v_num=0]
    Epoch 1:   5%|▌         | 1845/33666 [01:09<19:55, 26.61it/s, loss=4.24, v_num=0]
    Epoch 1:   5%|▌         | 1845/33666 [01:09<19:55, 26.61it/s, loss=4.18, v_num=0]
    Epoch 1:   5%|▌         | 1846/33666 [01:09<19:55, 26.61it/s, loss=4.18, v_num=0]
    Epoch 1:   5%|▌         | 1846/33666 [01:09<19:55, 26.61it/s, loss=4.13, v_num=0]
    Epoch 1:   5%|▌         | 1847/33666 [01:09<19:55, 26.61it/s, loss=4.13, v_num=0]
    Epoch 1:   5%|▌         | 1847/33666 [01:09<19:55, 26.61it/s, loss=4.16, v_num=0]
    Epoch 1:   5%|▌         | 1848/33666 [01:09<19:55, 26.61it/s, loss=4.16, v_num=0]
    Epoch 1:   5%|▌         | 1848/33666 [01:09<19:55, 26.61it/s, loss=4.13, v_num=0]
    Epoch 1:   5%|▌         | 1849/33666 [01:09<19:55, 26.62it/s, loss=4.13, v_num=0]
    Epoch 1:   5%|▌         | 1849/33666 [01:09<19:55, 26.62it/s, loss=4.15, v_num=0]
    Epoch 1:   5%|▌         | 1850/33666 [01:09<19:55, 26.62it/s, loss=4.15, v_num=0]
    Epoch 1:   5%|▌         | 1850/33666 [01:09<19:55, 26.62it/s, loss=4.17, v_num=0]
    Epoch 1:   5%|▌         | 1851/33666 [01:09<19:55, 26.62it/s, loss=4.17, v_num=0]
    Epoch 1:   5%|▌         | 1851/33666 [01:09<19:55, 26.62it/s, loss=4.08, v_num=0]
    Epoch 1:   6%|▌         | 1852/33666 [01:09<19:55, 26.62it/s, loss=4.08, v_num=0]
    Epoch 1:   6%|▌         | 1852/33666 [01:09<19:55, 26.62it/s, loss=4.07, v_num=0]
    Epoch 1:   6%|▌         | 1853/33666 [01:09<19:54, 26.62it/s, loss=4.07, v_num=0]
    Epoch 1:   6%|▌         | 1853/33666 [01:09<19:54, 26.62it/s, loss=4.08, v_num=0]
    Epoch 1:   6%|▌         | 1854/33666 [01:09<19:54, 26.63it/s, loss=4.08, v_num=0]
    Epoch 1:   6%|▌         | 1854/33666 [01:09<19:54, 26.63it/s, loss=4.07, v_num=0]
    Epoch 1:   6%|▌         | 1855/33666 [01:09<19:54, 26.63it/s, loss=4.07, v_num=0]
    Epoch 1:   6%|▌         | 1855/33666 [01:09<19:54, 26.63it/s, loss=4.11, v_num=0]
    Epoch 1:   6%|▌         | 1856/33666 [01:09<19:54, 26.63it/s, loss=4.11, v_num=0]
    Epoch 1:   6%|▌         | 1856/33666 [01:09<19:54, 26.63it/s, loss=4.06, v_num=0]
    Epoch 1:   6%|▌         | 1857/33666 [01:09<19:54, 26.63it/s, loss=4.06, v_num=0]
    Epoch 1:   6%|▌         | 1857/33666 [01:09<19:54, 26.63it/s, loss=4.08, v_num=0]
    Epoch 1:   6%|▌         | 1858/33666 [01:09<19:54, 26.63it/s, loss=4.08, v_num=0]
    Epoch 1:   6%|▌         | 1858/33666 [01:09<19:54, 26.63it/s, loss=4.09, v_num=0]
    Epoch 1:   6%|▌         | 1859/33666 [01:09<19:54, 26.63it/s, loss=4.09, v_num=0]
    Epoch 1:   6%|▌         | 1859/33666 [01:09<19:54, 26.63it/s, loss=4.15, v_num=0]
    Epoch 1:   6%|▌         | 1860/33666 [01:09<19:54, 26.63it/s, loss=4.15, v_num=0]
    Epoch 1:   6%|▌         | 1860/33666 [01:09<19:54, 26.63it/s, loss=4.21, v_num=0]
    Epoch 1:   6%|▌         | 1861/33666 [01:09<19:54, 26.63it/s, loss=4.21, v_num=0]
    Epoch 1:   6%|▌         | 1861/33666 [01:09<19:54, 26.63it/s, loss=4.19, v_num=0]
    Epoch 1:   6%|▌         | 1862/33666 [01:09<19:54, 26.63it/s, loss=4.19, v_num=0]
    Epoch 1:   6%|▌         | 1862/33666 [01:09<19:54, 26.63it/s, loss=4.17, v_num=0]
    Epoch 1:   6%|▌         | 1863/33666 [01:09<19:54, 26.63it/s, loss=4.17, v_num=0]
    Epoch 1:   6%|▌         | 1863/33666 [01:09<19:54, 26.63it/s, loss=4.18, v_num=0]
    Epoch 1:   6%|▌         | 1864/33666 [01:10<19:54, 26.63it/s, loss=4.18, v_num=0]
    Epoch 1:   6%|▌         | 1864/33666 [01:10<19:54, 26.63it/s, loss=4.06, v_num=0]
    Epoch 1:   6%|▌         | 1865/33666 [01:10<19:54, 26.63it/s, loss=4.06, v_num=0]
    Epoch 1:   6%|▌         | 1865/33666 [01:10<19:54, 26.63it/s, loss=4.06, v_num=0]
    Epoch 1:   6%|▌         | 1866/33666 [01:10<19:54, 26.63it/s, loss=4.06, v_num=0]
    Epoch 1:   6%|▌         | 1866/33666 [01:10<19:54, 26.63it/s, loss=4.14, v_num=0]
    Epoch 1:   6%|▌         | 1867/33666 [01:10<19:54, 26.63it/s, loss=4.14, v_num=0]
    Epoch 1:   6%|▌         | 1867/33666 [01:10<19:54, 26.63it/s, loss=4.14, v_num=0]
    Epoch 1:   6%|▌         | 1868/33666 [01:10<19:54, 26.63it/s, loss=4.14, v_num=0]
    Epoch 1:   6%|▌         | 1868/33666 [01:10<19:54, 26.63it/s, loss=4.12, v_num=0]
    Epoch 1:   6%|▌         | 1869/33666 [01:10<19:54, 26.63it/s, loss=4.12, v_num=0]
    Epoch 1:   6%|▌         | 1869/33666 [01:10<19:54, 26.63it/s, loss=4.07, v_num=0]
    Epoch 1:   6%|▌         | 1870/33666 [01:10<19:54, 26.63it/s, loss=4.07, v_num=0]
    Epoch 1:   6%|▌         | 1870/33666 [01:10<19:54, 26.63it/s, loss=4.06, v_num=0]
    Epoch 1:   6%|▌         | 1871/33666 [01:10<19:54, 26.63it/s, loss=4.06, v_num=0]
    Epoch 1:   6%|▌         | 1871/33666 [01:10<19:54, 26.63it/s, loss=4.06, v_num=0]
    Epoch 1:   6%|▌         | 1872/33666 [01:10<19:54, 26.62it/s, loss=4.06, v_num=0]
    Epoch 1:   6%|▌         | 1872/33666 [01:10<19:54, 26.62it/s, loss=4.13, v_num=0]
    Epoch 1:   6%|▌         | 1873/33666 [01:10<19:54, 26.62it/s, loss=4.13, v_num=0]
    Epoch 1:   6%|▌         | 1873/33666 [01:10<19:54, 26.62it/s, loss=4.15, v_num=0]
    Epoch 1:   6%|▌         | 1874/33666 [01:10<19:54, 26.62it/s, loss=4.15, v_num=0]
    Epoch 1:   6%|▌         | 1874/33666 [01:10<19:54, 26.62it/s, loss=4.09, v_num=0]
    Epoch 1:   6%|▌         | 1875/33666 [01:10<19:54, 26.62it/s, loss=4.09, v_num=0]
    Epoch 1:   6%|▌         | 1875/33666 [01:10<19:54, 26.62it/s, loss=4.06, v_num=0]
    Epoch 1:   6%|▌         | 1876/33666 [01:10<19:54, 26.62it/s, loss=4.06, v_num=0]
    Epoch 1:   6%|▌         | 1876/33666 [01:10<19:54, 26.62it/s, loss=4.11, v_num=0]
    Epoch 1:   6%|▌         | 1877/33666 [01:10<19:54, 26.62it/s, loss=4.11, v_num=0]
    Epoch 1:   6%|▌         | 1877/33666 [01:10<19:54, 26.62it/s, loss=4.15, v_num=0]
    Epoch 1:   6%|▌         | 1878/33666 [01:10<19:54, 26.62it/s, loss=4.15, v_num=0]
    Epoch 1:   6%|▌         | 1878/33666 [01:10<19:54, 26.62it/s, loss=4.19, v_num=0]
    Epoch 1:   6%|▌         | 1879/33666 [01:10<19:54, 26.62it/s, loss=4.19, v_num=0]
    Epoch 1:   6%|▌         | 1879/33666 [01:10<19:54, 26.62it/s, loss=4.09, v_num=0]
    Epoch 1:   6%|▌         | 1880/33666 [01:10<19:54, 26.62it/s, loss=4.09, v_num=0]
    Epoch 1:   6%|▌         | 1880/33666 [01:10<19:54, 26.62it/s, loss=4.07, v_num=0]
    Epoch 1:   6%|▌         | 1881/33666 [01:10<19:54, 26.62it/s, loss=4.07, v_num=0]
    Epoch 1:   6%|▌         | 1881/33666 [01:10<19:54, 26.62it/s, loss=4.13, v_num=0]
    Epoch 1:   6%|▌         | 1882/33666 [01:10<19:54, 26.62it/s, loss=4.13, v_num=0]
    Epoch 1:   6%|▌         | 1882/33666 [01:10<19:54, 26.62it/s, loss=4.17, v_num=0]
    Epoch 1:   6%|▌         | 1883/33666 [01:10<19:54, 26.61it/s, loss=4.17, v_num=0]
    Epoch 1:   6%|▌         | 1883/33666 [01:10<19:54, 26.61it/s, loss=4.18, v_num=0]
    Epoch 1:   6%|▌         | 1884/33666 [01:10<19:54, 26.61it/s, loss=4.18, v_num=0]
    Epoch 1:   6%|▌         | 1884/33666 [01:10<19:54, 26.61it/s, loss=4.22, v_num=0]
    Epoch 1:   6%|▌         | 1885/33666 [01:10<19:54, 26.61it/s, loss=4.22, v_num=0]
    Epoch 1:   6%|▌         | 1885/33666 [01:10<19:54, 26.61it/s, loss=4.22, v_num=0]
    Epoch 1:   6%|▌         | 1886/33666 [01:10<19:54, 26.61it/s, loss=4.22, v_num=0]
    Epoch 1:   6%|▌         | 1886/33666 [01:10<19:54, 26.61it/s, loss=4.2, v_num=0] 
    Epoch 1:   6%|▌         | 1887/33666 [01:10<19:54, 26.61it/s, loss=4.2, v_num=0]
    Epoch 1:   6%|▌         | 1887/33666 [01:10<19:54, 26.61it/s, loss=4.18, v_num=0]
    Epoch 1:   6%|▌         | 1888/33666 [01:10<19:54, 26.61it/s, loss=4.18, v_num=0]
    Epoch 1:   6%|▌         | 1888/33666 [01:10<19:54, 26.61it/s, loss=4.2, v_num=0] 
    Epoch 1:   6%|▌         | 1889/33666 [01:10<19:54, 26.61it/s, loss=4.2, v_num=0]
    Epoch 1:   6%|▌         | 1889/33666 [01:10<19:54, 26.61it/s, loss=4.25, v_num=0]
    Epoch 1:   6%|▌         | 1890/33666 [01:11<19:54, 26.61it/s, loss=4.25, v_num=0]
    Epoch 1:   6%|▌         | 1890/33666 [01:11<19:54, 26.61it/s, loss=4.29, v_num=0]
    Epoch 1:   6%|▌         | 1891/33666 [01:11<19:54, 26.61it/s, loss=4.29, v_num=0]
    Epoch 1:   6%|▌         | 1891/33666 [01:11<19:54, 26.60it/s, loss=4.27, v_num=0]
    Epoch 1:   6%|▌         | 1892/33666 [01:11<19:54, 26.61it/s, loss=4.27, v_num=0]
    Epoch 1:   6%|▌         | 1892/33666 [01:11<19:54, 26.61it/s, loss=4.24, v_num=0]
    Epoch 1:   6%|▌         | 1893/33666 [01:11<19:54, 26.61it/s, loss=4.24, v_num=0]
    Epoch 1:   6%|▌         | 1893/33666 [01:11<19:54, 26.61it/s, loss=4.22, v_num=0]
    Epoch 1:   6%|▌         | 1894/33666 [01:11<19:54, 26.60it/s, loss=4.22, v_num=0]
    Epoch 1:   6%|▌         | 1894/33666 [01:11<19:54, 26.60it/s, loss=4.34, v_num=0]
    Epoch 1:   6%|▌         | 1895/33666 [01:11<19:54, 26.61it/s, loss=4.34, v_num=0]
    Epoch 1:   6%|▌         | 1895/33666 [01:11<19:54, 26.61it/s, loss=4.36, v_num=0]
    Epoch 1:   6%|▌         | 1896/33666 [01:11<19:54, 26.61it/s, loss=4.36, v_num=0]
    Epoch 1:   6%|▌         | 1896/33666 [01:11<19:54, 26.60it/s, loss=4.36, v_num=0]
    Epoch 1:   6%|▌         | 1897/33666 [01:11<19:54, 26.60it/s, loss=4.36, v_num=0]
    Epoch 1:   6%|▌         | 1897/33666 [01:11<19:54, 26.60it/s, loss=4.37, v_num=0]
    Epoch 1:   6%|▌         | 1898/33666 [01:11<19:54, 26.60it/s, loss=4.37, v_num=0]
    Epoch 1:   6%|▌         | 1898/33666 [01:11<19:54, 26.60it/s, loss=4.33, v_num=0]
    Epoch 1:   6%|▌         | 1899/33666 [01:11<19:54, 26.60it/s, loss=4.33, v_num=0]
    Epoch 1:   6%|▌         | 1899/33666 [01:11<19:54, 26.60it/s, loss=4.4, v_num=0] 
    Epoch 1:   6%|▌         | 1900/33666 [01:11<19:54, 26.60it/s, loss=4.4, v_num=0]
    Epoch 1:   6%|▌         | 1900/33666 [01:11<19:54, 26.60it/s, loss=4.33, v_num=0]
    Epoch 1:   6%|▌         | 1901/33666 [01:11<19:54, 26.60it/s, loss=4.33, v_num=0]
    Epoch 1:   6%|▌         | 1901/33666 [01:11<19:54, 26.60it/s, loss=4.3, v_num=0] 
    Epoch 1:   6%|▌         | 1902/33666 [01:11<19:53, 26.61it/s, loss=4.3, v_num=0]
    Epoch 1:   6%|▌         | 1902/33666 [01:11<19:53, 26.61it/s, loss=4.28, v_num=0]
    Epoch 1:   6%|▌         | 1903/33666 [01:11<19:53, 26.60it/s, loss=4.28, v_num=0]
    Epoch 1:   6%|▌         | 1903/33666 [01:11<19:53, 26.60it/s, loss=4.26, v_num=0]
    Epoch 1:   6%|▌         | 1904/33666 [01:11<19:53, 26.60it/s, loss=4.26, v_num=0]
    Epoch 1:   6%|▌         | 1904/33666 [01:11<19:53, 26.60it/s, loss=4.27, v_num=0]
    Epoch 1:   6%|▌         | 1905/33666 [01:11<19:53, 26.60it/s, loss=4.27, v_num=0]
    Epoch 1:   6%|▌         | 1905/33666 [01:11<19:53, 26.60it/s, loss=4.25, v_num=0]
    Epoch 1:   6%|▌         | 1906/33666 [01:11<19:53, 26.60it/s, loss=4.25, v_num=0]
    Epoch 1:   6%|▌         | 1906/33666 [01:11<19:53, 26.60it/s, loss=4.22, v_num=0]
    Epoch 1:   6%|▌         | 1907/33666 [01:11<19:53, 26.60it/s, loss=4.22, v_num=0]
    Epoch 1:   6%|▌         | 1907/33666 [01:11<19:53, 26.60it/s, loss=4.2, v_num=0] 
    Epoch 1:   6%|▌         | 1908/33666 [01:11<19:53, 26.60it/s, loss=4.2, v_num=0]
    Epoch 1:   6%|▌         | 1908/33666 [01:11<19:53, 26.60it/s, loss=4.24, v_num=0]
    Epoch 1:   6%|▌         | 1909/33666 [01:11<19:53, 26.60it/s, loss=4.24, v_num=0]
    Epoch 1:   6%|▌         | 1909/33666 [01:11<19:53, 26.60it/s, loss=4.24, v_num=0]
    Epoch 1:   6%|▌         | 1910/33666 [01:11<19:53, 26.60it/s, loss=4.24, v_num=0]
    Epoch 1:   6%|▌         | 1910/33666 [01:11<19:53, 26.60it/s, loss=4.2, v_num=0] 
    Epoch 1:   6%|▌         | 1911/33666 [01:11<19:53, 26.60it/s, loss=4.2, v_num=0]
    Epoch 1:   6%|▌         | 1911/33666 [01:11<19:53, 26.60it/s, loss=4.23, v_num=0]
    Epoch 1:   6%|▌         | 1912/33666 [01:11<19:53, 26.60it/s, loss=4.23, v_num=0]
    Epoch 1:   6%|▌         | 1912/33666 [01:11<19:53, 26.60it/s, loss=4.24, v_num=0]
    Epoch 1:   6%|▌         | 1913/33666 [01:11<19:53, 26.60it/s, loss=4.24, v_num=0]
    Epoch 1:   6%|▌         | 1913/33666 [01:11<19:53, 26.60it/s, loss=4.18, v_num=0]
    Epoch 1:   6%|▌         | 1914/33666 [01:11<19:53, 26.60it/s, loss=4.18, v_num=0]
    Epoch 1:   6%|▌         | 1914/33666 [01:11<19:53, 26.60it/s, loss=4.12, v_num=0]
    Epoch 1:   6%|▌         | 1915/33666 [01:11<19:53, 26.60it/s, loss=4.12, v_num=0]
    Epoch 1:   6%|▌         | 1915/33666 [01:11<19:53, 26.60it/s, loss=4.11, v_num=0]
    Epoch 1:   6%|▌         | 1916/33666 [01:12<19:53, 26.60it/s, loss=4.11, v_num=0]
    Epoch 1:   6%|▌         | 1916/33666 [01:12<19:53, 26.60it/s, loss=4.09, v_num=0]
    Epoch 1:   6%|▌         | 1917/33666 [01:12<19:53, 26.60it/s, loss=4.09, v_num=0]
    Epoch 1:   6%|▌         | 1917/33666 [01:12<19:53, 26.60it/s, loss=4.03, v_num=0]
    Epoch 1:   6%|▌         | 1918/33666 [01:12<19:53, 26.60it/s, loss=4.03, v_num=0]
    Epoch 1:   6%|▌         | 1918/33666 [01:12<19:53, 26.60it/s, loss=4, v_num=0]   
    Epoch 1:   6%|▌         | 1919/33666 [01:12<19:53, 26.60it/s, loss=4, v_num=0]
    Epoch 1:   6%|▌         | 1919/33666 [01:12<19:53, 26.60it/s, loss=3.94, v_num=0]
    Epoch 1:   6%|▌         | 1920/33666 [01:12<19:53, 26.60it/s, loss=3.94, v_num=0]
    Epoch 1:   6%|▌         | 1920/33666 [01:12<19:53, 26.60it/s, loss=3.96, v_num=0]
    Epoch 1:   6%|▌         | 1921/33666 [01:12<19:53, 26.60it/s, loss=3.96, v_num=0]
    Epoch 1:   6%|▌         | 1921/33666 [01:12<19:53, 26.60it/s, loss=3.91, v_num=0]
    Epoch 1:   6%|▌         | 1922/33666 [01:12<19:53, 26.60it/s, loss=3.91, v_num=0]
    Epoch 1:   6%|▌         | 1922/33666 [01:12<19:53, 26.60it/s, loss=3.92, v_num=0]
    Epoch 1:   6%|▌         | 1923/33666 [01:12<19:53, 26.60it/s, loss=3.92, v_num=0]
    Epoch 1:   6%|▌         | 1923/33666 [01:12<19:53, 26.60it/s, loss=3.92, v_num=0]
    Epoch 1:   6%|▌         | 1924/33666 [01:12<19:53, 26.60it/s, loss=3.92, v_num=0]
    Epoch 1:   6%|▌         | 1924/33666 [01:12<19:53, 26.60it/s, loss=3.91, v_num=0]
    Epoch 1:   6%|▌         | 1925/33666 [01:12<19:53, 26.59it/s, loss=3.91, v_num=0]
    Epoch 1:   6%|▌         | 1925/33666 [01:12<19:53, 26.59it/s, loss=3.92, v_num=0]
    Epoch 1:   6%|▌         | 1926/33666 [01:12<19:53, 26.59it/s, loss=3.92, v_num=0]
    Epoch 1:   6%|▌         | 1926/33666 [01:12<19:53, 26.59it/s, loss=3.94, v_num=0]
    Epoch 1:   6%|▌         | 1927/33666 [01:12<19:53, 26.59it/s, loss=3.94, v_num=0]
    Epoch 1:   6%|▌         | 1927/33666 [01:12<19:53, 26.59it/s, loss=3.95, v_num=0]
    Epoch 1:   6%|▌         | 1928/33666 [01:12<19:53, 26.59it/s, loss=3.95, v_num=0]
    Epoch 1:   6%|▌         | 1928/33666 [01:12<19:53, 26.59it/s, loss=3.93, v_num=0]
    Epoch 1:   6%|▌         | 1929/33666 [01:12<19:53, 26.59it/s, loss=3.93, v_num=0]
    Epoch 1:   6%|▌         | 1929/33666 [01:12<19:53, 26.59it/s, loss=3.91, v_num=0]
    Epoch 1:   6%|▌         | 1930/33666 [01:12<19:53, 26.59it/s, loss=3.91, v_num=0]
    Epoch 1:   6%|▌         | 1930/33666 [01:12<19:53, 26.59it/s, loss=3.92, v_num=0]
    Epoch 1:   6%|▌         | 1931/33666 [01:12<19:53, 26.59it/s, loss=3.92, v_num=0]
    Epoch 1:   6%|▌         | 1931/33666 [01:12<19:53, 26.59it/s, loss=3.91, v_num=0]
    Epoch 1:   6%|▌         | 1932/33666 [01:12<19:53, 26.58it/s, loss=3.91, v_num=0]
    Epoch 1:   6%|▌         | 1932/33666 [01:12<19:53, 26.58it/s, loss=3.83, v_num=0]
    Epoch 1:   6%|▌         | 1933/33666 [01:12<19:53, 26.58it/s, loss=3.83, v_num=0]
    Epoch 1:   6%|▌         | 1933/33666 [01:12<19:53, 26.58it/s, loss=3.84, v_num=0]
    Epoch 1:   6%|▌         | 1934/33666 [01:12<19:53, 26.58it/s, loss=3.84, v_num=0]
    Epoch 1:   6%|▌         | 1934/33666 [01:12<19:53, 26.58it/s, loss=3.85, v_num=0]
    Epoch 1:   6%|▌         | 1935/33666 [01:12<19:53, 26.58it/s, loss=3.85, v_num=0]
    Epoch 1:   6%|▌         | 1935/33666 [01:12<19:53, 26.58it/s, loss=3.89, v_num=0]
    Epoch 1:   6%|▌         | 1936/33666 [01:12<19:53, 26.58it/s, loss=3.89, v_num=0]
    Epoch 1:   6%|▌         | 1936/33666 [01:12<19:53, 26.58it/s, loss=3.88, v_num=0]
    Epoch 1:   6%|▌         | 1937/33666 [01:12<19:53, 26.58it/s, loss=3.88, v_num=0]
    Epoch 1:   6%|▌         | 1937/33666 [01:12<19:53, 26.58it/s, loss=3.89, v_num=0]
    Epoch 1:   6%|▌         | 1938/33666 [01:12<19:53, 26.58it/s, loss=3.89, v_num=0]
    Epoch 1:   6%|▌         | 1938/33666 [01:12<19:53, 26.58it/s, loss=3.91, v_num=0]
    Epoch 1:   6%|▌         | 1939/33666 [01:12<19:53, 26.58it/s, loss=3.91, v_num=0]
    Epoch 1:   6%|▌         | 1939/33666 [01:12<19:53, 26.58it/s, loss=3.94, v_num=0]
    Epoch 1:   6%|▌         | 1940/33666 [01:12<19:53, 26.58it/s, loss=3.94, v_num=0]
    Epoch 1:   6%|▌         | 1940/33666 [01:12<19:53, 26.58it/s, loss=3.92, v_num=0]
    Epoch 1:   6%|▌         | 1941/33666 [01:13<19:53, 26.58it/s, loss=3.92, v_num=0]
    Epoch 1:   6%|▌         | 1941/33666 [01:13<19:53, 26.58it/s, loss=3.93, v_num=0]
    Epoch 1:   6%|▌         | 1942/33666 [01:13<19:53, 26.57it/s, loss=3.93, v_num=0]
    Epoch 1:   6%|▌         | 1942/33666 [01:13<19:53, 26.57it/s, loss=3.91, v_num=0]
    Epoch 1:   6%|▌         | 1943/33666 [01:13<19:53, 26.57it/s, loss=3.91, v_num=0]
    Epoch 1:   6%|▌         | 1943/33666 [01:13<19:53, 26.57it/s, loss=3.94, v_num=0]
    Epoch 1:   6%|▌         | 1944/33666 [01:13<19:53, 26.57it/s, loss=3.94, v_num=0]
    Epoch 1:   6%|▌         | 1944/33666 [01:13<19:53, 26.57it/s, loss=3.96, v_num=0]
    Epoch 1:   6%|▌         | 1945/33666 [01:13<19:53, 26.57it/s, loss=3.96, v_num=0]
    Epoch 1:   6%|▌         | 1945/33666 [01:13<19:53, 26.57it/s, loss=3.99, v_num=0]
    Epoch 1:   6%|▌         | 1946/33666 [01:13<19:53, 26.57it/s, loss=3.99, v_num=0]
    Epoch 1:   6%|▌         | 1946/33666 [01:13<19:53, 26.57it/s, loss=3.99, v_num=0]
    Epoch 1:   6%|▌         | 1947/33666 [01:13<19:53, 26.57it/s, loss=3.99, v_num=0]
    Epoch 1:   6%|▌         | 1947/33666 [01:13<19:53, 26.57it/s, loss=3.97, v_num=0]
    Epoch 1:   6%|▌         | 1948/33666 [01:13<19:53, 26.57it/s, loss=3.97, v_num=0]
    Epoch 1:   6%|▌         | 1948/33666 [01:13<19:53, 26.57it/s, loss=3.96, v_num=0]
    Epoch 1:   6%|▌         | 1949/33666 [01:13<19:53, 26.57it/s, loss=3.96, v_num=0]
    Epoch 1:   6%|▌         | 1949/33666 [01:13<19:53, 26.57it/s, loss=3.96, v_num=0]
    Epoch 1:   6%|▌         | 1950/33666 [01:13<19:53, 26.57it/s, loss=3.96, v_num=0]
    Epoch 1:   6%|▌         | 1950/33666 [01:13<19:53, 26.57it/s, loss=3.95, v_num=0]
    Epoch 1:   6%|▌         | 1951/33666 [01:13<19:53, 26.57it/s, loss=3.95, v_num=0]
    Epoch 1:   6%|▌         | 1951/33666 [01:13<19:53, 26.57it/s, loss=3.95, v_num=0]
    Epoch 1:   6%|▌         | 1952/33666 [01:13<19:53, 26.57it/s, loss=3.95, v_num=0]
    Epoch 1:   6%|▌         | 1952/33666 [01:13<19:53, 26.57it/s, loss=4.01, v_num=0]
    Epoch 1:   6%|▌         | 1953/33666 [01:13<19:53, 26.57it/s, loss=4.01, v_num=0]
    Epoch 1:   6%|▌         | 1953/33666 [01:13<19:53, 26.57it/s, loss=4.04, v_num=0]
    Epoch 1:   6%|▌         | 1954/33666 [01:13<19:53, 26.57it/s, loss=4.04, v_num=0]
    Epoch 1:   6%|▌         | 1954/33666 [01:13<19:53, 26.57it/s, loss=3.97, v_num=0]
    Epoch 1:   6%|▌         | 1955/33666 [01:13<19:53, 26.57it/s, loss=3.97, v_num=0]
    Epoch 1:   6%|▌         | 1955/33666 [01:13<19:53, 26.57it/s, loss=3.97, v_num=0]
    Epoch 1:   6%|▌         | 1956/33666 [01:13<19:53, 26.57it/s, loss=3.97, v_num=0]
    Epoch 1:   6%|▌         | 1956/33666 [01:13<19:53, 26.57it/s, loss=3.93, v_num=0]
    Epoch 1:   6%|▌         | 1957/33666 [01:13<19:53, 26.57it/s, loss=3.93, v_num=0]
    Epoch 1:   6%|▌         | 1957/33666 [01:13<19:53, 26.57it/s, loss=3.89, v_num=0]
    Epoch 1:   6%|▌         | 1958/33666 [01:13<19:53, 26.57it/s, loss=3.89, v_num=0]
    Epoch 1:   6%|▌         | 1958/33666 [01:13<19:53, 26.57it/s, loss=3.9, v_num=0] 
    Epoch 1:   6%|▌         | 1959/33666 [01:13<19:53, 26.57it/s, loss=3.9, v_num=0]
    Epoch 1:   6%|▌         | 1959/33666 [01:13<19:53, 26.57it/s, loss=3.91, v_num=0]
    Epoch 1:   6%|▌         | 1960/33666 [01:13<19:53, 26.57it/s, loss=3.91, v_num=0]
    Epoch 1:   6%|▌         | 1960/33666 [01:13<19:53, 26.57it/s, loss=4.05, v_num=0]
    Epoch 1:   6%|▌         | 1961/33666 [01:13<19:53, 26.57it/s, loss=4.05, v_num=0]
    Epoch 1:   6%|▌         | 1961/33666 [01:13<19:53, 26.57it/s, loss=4.15, v_num=0]
    Epoch 1:   6%|▌         | 1962/33666 [01:13<19:53, 26.57it/s, loss=4.15, v_num=0]
    Epoch 1:   6%|▌         | 1962/33666 [01:13<19:53, 26.57it/s, loss=4.2, v_num=0] 
    Epoch 1:   6%|▌         | 1963/33666 [01:13<19:53, 26.57it/s, loss=4.2, v_num=0]
    Epoch 1:   6%|▌         | 1963/33666 [01:13<19:53, 26.57it/s, loss=4.16, v_num=0]
    Epoch 1:   6%|▌         | 1964/33666 [01:13<19:53, 26.57it/s, loss=4.16, v_num=0]
    Epoch 1:   6%|▌         | 1964/33666 [01:13<19:53, 26.57it/s, loss=4.2, v_num=0] 
    Epoch 1:   6%|▌         | 1965/33666 [01:13<19:53, 26.57it/s, loss=4.2, v_num=0]
    Epoch 1:   6%|▌         | 1965/33666 [01:13<19:53, 26.57it/s, loss=4.25, v_num=0]
    Epoch 1:   6%|▌         | 1966/33666 [01:13<19:53, 26.57it/s, loss=4.25, v_num=0]
    Epoch 1:   6%|▌         | 1966/33666 [01:13<19:53, 26.57it/s, loss=4.26, v_num=0]
    Epoch 1:   6%|▌         | 1967/33666 [01:14<19:53, 26.57it/s, loss=4.26, v_num=0]
    Epoch 1:   6%|▌         | 1967/33666 [01:14<19:53, 26.57it/s, loss=4.26, v_num=0]
    Epoch 1:   6%|▌         | 1968/33666 [01:14<19:53, 26.57it/s, loss=4.26, v_num=0]
    Epoch 1:   6%|▌         | 1968/33666 [01:14<19:53, 26.57it/s, loss=4.23, v_num=0]
    Epoch 1:   6%|▌         | 1969/33666 [01:14<19:53, 26.57it/s, loss=4.23, v_num=0]
    Epoch 1:   6%|▌         | 1969/33666 [01:14<19:53, 26.57it/s, loss=4.21, v_num=0]
    Epoch 1:   6%|▌         | 1970/33666 [01:14<19:53, 26.56it/s, loss=4.21, v_num=0]
    Epoch 1:   6%|▌         | 1970/33666 [01:14<19:53, 26.56it/s, loss=4.19, v_num=0]
    Epoch 1:   6%|▌         | 1971/33666 [01:14<19:53, 26.56it/s, loss=4.19, v_num=0]
    Epoch 1:   6%|▌         | 1971/33666 [01:14<19:53, 26.56it/s, loss=4.17, v_num=0]
    Epoch 1:   6%|▌         | 1972/33666 [01:14<19:53, 26.56it/s, loss=4.17, v_num=0]
    Epoch 1:   6%|▌         | 1972/33666 [01:14<19:53, 26.56it/s, loss=4.18, v_num=0]
    Epoch 1:   6%|▌         | 1973/33666 [01:14<19:53, 26.56it/s, loss=4.18, v_num=0]
    Epoch 1:   6%|▌         | 1973/33666 [01:14<19:53, 26.56it/s, loss=4.19, v_num=0]
    Epoch 1:   6%|▌         | 1974/33666 [01:14<19:52, 26.57it/s, loss=4.19, v_num=0]
    Epoch 1:   6%|▌         | 1974/33666 [01:14<19:52, 26.57it/s, loss=4.24, v_num=0]
    Epoch 1:   6%|▌         | 1975/33666 [01:14<19:52, 26.57it/s, loss=4.24, v_num=0]
    Epoch 1:   6%|▌         | 1975/33666 [01:14<19:52, 26.57it/s, loss=4.21, v_num=0]
    Epoch 1:   6%|▌         | 1976/33666 [01:14<19:52, 26.57it/s, loss=4.21, v_num=0]
    Epoch 1:   6%|▌         | 1976/33666 [01:14<19:52, 26.57it/s, loss=4.23, v_num=0]
    Epoch 1:   6%|▌         | 1977/33666 [01:14<19:52, 26.57it/s, loss=4.23, v_num=0]
    Epoch 1:   6%|▌         | 1977/33666 [01:14<19:52, 26.57it/s, loss=4.32, v_num=0]
    Epoch 1:   6%|▌         | 1978/33666 [01:14<19:52, 26.57it/s, loss=4.32, v_num=0]
    Epoch 1:   6%|▌         | 1978/33666 [01:14<19:52, 26.57it/s, loss=4.32, v_num=0]
    Epoch 1:   6%|▌         | 1979/33666 [01:14<19:52, 26.57it/s, loss=4.32, v_num=0]
    Epoch 1:   6%|▌         | 1979/33666 [01:14<19:52, 26.57it/s, loss=4.31, v_num=0]
    Epoch 1:   6%|▌         | 1980/33666 [01:14<19:52, 26.57it/s, loss=4.31, v_num=0]
    Epoch 1:   6%|▌         | 1980/33666 [01:14<19:52, 26.57it/s, loss=4.24, v_num=0]
    Epoch 1:   6%|▌         | 1981/33666 [01:14<19:52, 26.57it/s, loss=4.24, v_num=0]
    Epoch 1:   6%|▌         | 1981/33666 [01:14<19:52, 26.57it/s, loss=4.18, v_num=0]
    Epoch 1:   6%|▌         | 1982/33666 [01:14<19:52, 26.57it/s, loss=4.18, v_num=0]
    Epoch 1:   6%|▌         | 1982/33666 [01:14<19:52, 26.57it/s, loss=4.14, v_num=0]
    Epoch 1:   6%|▌         | 1983/33666 [01:14<19:52, 26.57it/s, loss=4.14, v_num=0]
    Epoch 1:   6%|▌         | 1983/33666 [01:14<19:52, 26.57it/s, loss=4.19, v_num=0]
    Epoch 1:   6%|▌         | 1984/33666 [01:14<19:52, 26.57it/s, loss=4.19, v_num=0]
    Epoch 1:   6%|▌         | 1984/33666 [01:14<19:52, 26.57it/s, loss=4.14, v_num=0]
    Epoch 1:   6%|▌         | 1985/33666 [01:14<19:52, 26.57it/s, loss=4.14, v_num=0]
    Epoch 1:   6%|▌         | 1985/33666 [01:14<19:52, 26.57it/s, loss=4.05, v_num=0]
    Epoch 1:   6%|▌         | 1986/33666 [01:14<19:52, 26.57it/s, loss=4.05, v_num=0]
    Epoch 1:   6%|▌         | 1986/33666 [01:14<19:52, 26.57it/s, loss=4.03, v_num=0]
    Epoch 1:   6%|▌         | 1987/33666 [01:14<19:52, 26.57it/s, loss=4.03, v_num=0]
    Epoch 1:   6%|▌         | 1987/33666 [01:14<19:52, 26.57it/s, loss=4.03, v_num=0]
    Epoch 1:   6%|▌         | 1988/33666 [01:14<19:52, 26.57it/s, loss=4.03, v_num=0]
    Epoch 1:   6%|▌         | 1988/33666 [01:14<19:52, 26.57it/s, loss=4.09, v_num=0]
    Epoch 1:   6%|▌         | 1989/33666 [01:14<19:52, 26.57it/s, loss=4.09, v_num=0]
    Epoch 1:   6%|▌         | 1989/33666 [01:14<19:52, 26.57it/s, loss=4.11, v_num=0]
    Epoch 1:   6%|▌         | 1990/33666 [01:14<19:52, 26.57it/s, loss=4.11, v_num=0]
    Epoch 1:   6%|▌         | 1990/33666 [01:14<19:52, 26.57it/s, loss=4.1, v_num=0] 
    Epoch 1:   6%|▌         | 1991/33666 [01:14<19:52, 26.57it/s, loss=4.1, v_num=0]
    Epoch 1:   6%|▌         | 1991/33666 [01:14<19:52, 26.57it/s, loss=4.08, v_num=0]
    Epoch 1:   6%|▌         | 1992/33666 [01:14<19:52, 26.57it/s, loss=4.08, v_num=0]
    Epoch 1:   6%|▌         | 1992/33666 [01:14<19:52, 26.57it/s, loss=4.02, v_num=0]
    Epoch 1:   6%|▌         | 1993/33666 [01:15<19:51, 26.57it/s, loss=4.02, v_num=0]
    Epoch 1:   6%|▌         | 1993/33666 [01:15<19:51, 26.57it/s, loss=4.03, v_num=0]
    Epoch 1:   6%|▌         | 1994/33666 [01:15<19:51, 26.57it/s, loss=4.03, v_num=0]
    Epoch 1:   6%|▌         | 1994/33666 [01:15<19:51, 26.57it/s, loss=4.01, v_num=0]
    Epoch 1:   6%|▌         | 1995/33666 [01:15<19:51, 26.57it/s, loss=4.01, v_num=0]
    Epoch 1:   6%|▌         | 1995/33666 [01:15<19:51, 26.57it/s, loss=3.99, v_num=0]
    Epoch 1:   6%|▌         | 1996/33666 [01:15<19:51, 26.57it/s, loss=3.99, v_num=0]
    Epoch 1:   6%|▌         | 1996/33666 [01:15<19:51, 26.57it/s, loss=4, v_num=0]   
    Epoch 1:   6%|▌         | 1997/33666 [01:15<19:51, 26.57it/s, loss=4, v_num=0]
    Epoch 1:   6%|▌         | 1997/33666 [01:15<19:51, 26.57it/s, loss=3.91, v_num=0]
    Epoch 1:   6%|▌         | 1998/33666 [01:15<19:51, 26.57it/s, loss=3.91, v_num=0]
    Epoch 1:   6%|▌         | 1998/33666 [01:15<19:51, 26.57it/s, loss=3.92, v_num=0]
    Epoch 1:   6%|▌         | 1999/33666 [01:15<19:51, 26.57it/s, loss=3.92, v_num=0]
    Epoch 1:   6%|▌         | 1999/33666 [01:15<19:51, 26.57it/s, loss=3.9, v_num=0] 
    Epoch 1:   6%|▌         | 2000/33666 [01:15<19:51, 26.57it/s, loss=3.9, v_num=0]
    Epoch 1:   6%|▌         | 2000/33666 [01:15<19:51, 26.57it/s, loss=3.89, v_num=0]
    Epoch 1:   6%|▌         | 2001/33666 [01:15<19:51, 26.57it/s, loss=3.89, v_num=0]
    Epoch 1:   6%|▌         | 2001/33666 [01:15<19:51, 26.57it/s, loss=3.83, v_num=0]
    Epoch 1:   6%|▌         | 2002/33666 [01:15<19:51, 26.57it/s, loss=3.83, v_num=0]
    Epoch 1:   6%|▌         | 2002/33666 [01:15<19:51, 26.57it/s, loss=3.87, v_num=0]
    Epoch 1:   6%|▌         | 2003/33666 [01:15<19:51, 26.57it/s, loss=3.87, v_num=0]
    Epoch 1:   6%|▌         | 2003/33666 [01:15<19:51, 26.57it/s, loss=3.87, v_num=0]
    Epoch 1:   6%|▌         | 2004/33666 [01:15<19:51, 26.57it/s, loss=3.87, v_num=0]
    Epoch 1:   6%|▌         | 2004/33666 [01:15<19:51, 26.57it/s, loss=3.88, v_num=0]
    Epoch 1:   6%|▌         | 2005/33666 [01:15<19:51, 26.57it/s, loss=3.88, v_num=0]
    Epoch 1:   6%|▌         | 2005/33666 [01:15<19:51, 26.57it/s, loss=3.9, v_num=0] 
    Epoch 1:   6%|▌         | 2006/33666 [01:15<19:51, 26.57it/s, loss=3.9, v_num=0]
    Epoch 1:   6%|▌         | 2006/33666 [01:15<19:51, 26.57it/s, loss=3.95, v_num=0]
    Epoch 1:   6%|▌         | 2007/33666 [01:15<19:51, 26.57it/s, loss=3.95, v_num=0]
    Epoch 1:   6%|▌         | 2007/33666 [01:15<19:51, 26.57it/s, loss=3.98, v_num=0]
    Epoch 1:   6%|▌         | 2008/33666 [01:15<19:51, 26.57it/s, loss=3.98, v_num=0]
    Epoch 1:   6%|▌         | 2008/33666 [01:15<19:51, 26.57it/s, loss=3.98, v_num=0]
    Epoch 1:   6%|▌         | 2009/33666 [01:15<19:51, 26.57it/s, loss=3.98, v_num=0]
    Epoch 1:   6%|▌         | 2009/33666 [01:15<19:51, 26.57it/s, loss=3.93, v_num=0]
    Epoch 1:   6%|▌         | 2010/33666 [01:15<19:51, 26.57it/s, loss=3.93, v_num=0]
    Epoch 1:   6%|▌         | 2010/33666 [01:15<19:51, 26.57it/s, loss=3.93, v_num=0]
    Epoch 1:   6%|▌         | 2011/33666 [01:15<19:51, 26.57it/s, loss=3.93, v_num=0]
    Epoch 1:   6%|▌         | 2011/33666 [01:15<19:51, 26.57it/s, loss=3.99, v_num=0]
    Epoch 1:   6%|▌         | 2012/33666 [01:15<19:51, 26.57it/s, loss=3.99, v_num=0]
    Epoch 1:   6%|▌         | 2012/33666 [01:15<19:51, 26.57it/s, loss=3.99, v_num=0]
    Epoch 1:   6%|▌         | 2013/33666 [01:15<19:51, 26.57it/s, loss=3.99, v_num=0]
    Epoch 1:   6%|▌         | 2013/33666 [01:15<19:51, 26.57it/s, loss=3.95, v_num=0]
    Epoch 1:   6%|▌         | 2014/33666 [01:15<19:51, 26.57it/s, loss=3.95, v_num=0]
    Epoch 1:   6%|▌         | 2014/33666 [01:15<19:51, 26.57it/s, loss=3.94, v_num=0]
    Epoch 1:   6%|▌         | 2015/33666 [01:15<19:51, 26.57it/s, loss=3.94, v_num=0]
    Epoch 1:   6%|▌         | 2015/33666 [01:15<19:51, 26.57it/s, loss=4.02, v_num=0]
    Epoch 1:   6%|▌         | 2016/33666 [01:15<19:51, 26.57it/s, loss=4.02, v_num=0]
    Epoch 1:   6%|▌         | 2016/33666 [01:15<19:51, 26.57it/s, loss=4.06, v_num=0]
    Epoch 1:   6%|▌         | 2017/33666 [01:15<19:51, 26.57it/s, loss=4.06, v_num=0]
    Epoch 1:   6%|▌         | 2017/33666 [01:15<19:51, 26.57it/s, loss=4.14, v_num=0]
    Epoch 1:   6%|▌         | 2018/33666 [01:15<19:51, 26.57it/s, loss=4.14, v_num=0]
    Epoch 1:   6%|▌         | 2018/33666 [01:15<19:51, 26.57it/s, loss=4.08, v_num=0]
    Epoch 1:   6%|▌         | 2019/33666 [01:15<19:50, 26.57it/s, loss=4.08, v_num=0]
    Epoch 1:   6%|▌         | 2019/33666 [01:15<19:50, 26.57it/s, loss=4.09, v_num=0]
    Epoch 1:   6%|▌         | 2020/33666 [01:16<19:50, 26.58it/s, loss=4.09, v_num=0]
    Epoch 1:   6%|▌         | 2020/33666 [01:16<19:50, 26.58it/s, loss=4.11, v_num=0]
    Epoch 1:   6%|▌         | 2021/33666 [01:16<19:50, 26.58it/s, loss=4.11, v_num=0]
    Epoch 1:   6%|▌         | 2021/33666 [01:16<19:50, 26.58it/s, loss=4.14, v_num=0]
    Epoch 1:   6%|▌         | 2022/33666 [01:16<19:50, 26.58it/s, loss=4.14, v_num=0]
    Epoch 1:   6%|▌         | 2022/33666 [01:16<19:50, 26.58it/s, loss=4.12, v_num=0]
    Epoch 1:   6%|▌         | 2023/33666 [01:16<19:50, 26.57it/s, loss=4.12, v_num=0]
    Epoch 1:   6%|▌         | 2023/33666 [01:16<19:50, 26.57it/s, loss=4.12, v_num=0]
    Epoch 1:   6%|▌         | 2024/33666 [01:16<19:50, 26.57it/s, loss=4.12, v_num=0]
    Epoch 1:   6%|▌         | 2024/33666 [01:16<19:50, 26.57it/s, loss=4.09, v_num=0]
    Epoch 1:   6%|▌         | 2025/33666 [01:16<19:50, 26.58it/s, loss=4.09, v_num=0]
    Epoch 1:   6%|▌         | 2025/33666 [01:16<19:50, 26.58it/s, loss=4.12, v_num=0]
    Epoch 1:   6%|▌         | 2026/33666 [01:16<19:50, 26.58it/s, loss=4.12, v_num=0]
    Epoch 1:   6%|▌         | 2026/33666 [01:16<19:50, 26.58it/s, loss=4.08, v_num=0]
    Epoch 1:   6%|▌         | 2027/33666 [01:16<19:50, 26.58it/s, loss=4.08, v_num=0]
    Epoch 1:   6%|▌         | 2027/33666 [01:16<19:50, 26.58it/s, loss=4.07, v_num=0]
    Epoch 1:   6%|▌         | 2028/33666 [01:16<19:50, 26.58it/s, loss=4.07, v_num=0]
    Epoch 1:   6%|▌         | 2028/33666 [01:16<19:50, 26.58it/s, loss=4, v_num=0]   
    Epoch 1:   6%|▌         | 2029/33666 [01:16<19:50, 26.58it/s, loss=4, v_num=0]
    Epoch 1:   6%|▌         | 2029/33666 [01:16<19:50, 26.58it/s, loss=4.01, v_num=0]
    Epoch 1:   6%|▌         | 2030/33666 [01:16<19:50, 26.58it/s, loss=4.01, v_num=0]
    Epoch 1:   6%|▌         | 2030/33666 [01:16<19:50, 26.58it/s, loss=4.03, v_num=0]
    Epoch 1:   6%|▌         | 2031/33666 [01:16<19:50, 26.58it/s, loss=4.03, v_num=0]
    Epoch 1:   6%|▌         | 2031/33666 [01:16<19:50, 26.58it/s, loss=4.05, v_num=0]
    Epoch 1:   6%|▌         | 2032/33666 [01:16<19:50, 26.58it/s, loss=4.05, v_num=0]
    Epoch 1:   6%|▌         | 2032/33666 [01:16<19:50, 26.58it/s, loss=4.1, v_num=0] 
    Epoch 1:   6%|▌         | 2033/33666 [01:16<19:49, 26.58it/s, loss=4.1, v_num=0]
    Epoch 1:   6%|▌         | 2033/33666 [01:16<19:49, 26.58it/s, loss=4.12, v_num=0]
    Epoch 1:   6%|▌         | 2034/33666 [01:16<19:49, 26.58it/s, loss=4.12, v_num=0]
    Epoch 1:   6%|▌         | 2034/33666 [01:16<19:49, 26.58it/s, loss=4.11, v_num=0]
    Epoch 1:   6%|▌         | 2035/33666 [01:16<19:49, 26.58it/s, loss=4.11, v_num=0]
    Epoch 1:   6%|▌         | 2035/33666 [01:16<19:49, 26.58it/s, loss=4.02, v_num=0]
    Epoch 1:   6%|▌         | 2036/33666 [01:16<19:49, 26.58it/s, loss=4.02, v_num=0]
    Epoch 1:   6%|▌         | 2036/33666 [01:16<19:49, 26.58it/s, loss=4, v_num=0]   
    Epoch 1:   6%|▌         | 2037/33666 [01:16<19:49, 26.58it/s, loss=4, v_num=0]
    Epoch 1:   6%|▌         | 2037/33666 [01:16<19:49, 26.58it/s, loss=4, v_num=0]
    Epoch 1:   6%|▌         | 2038/33666 [01:16<19:49, 26.58it/s, loss=4, v_num=0]
    Epoch 1:   6%|▌         | 2038/33666 [01:16<19:49, 26.58it/s, loss=4.1, v_num=0]
    Epoch 1:   6%|▌         | 2039/33666 [01:16<19:49, 26.58it/s, loss=4.1, v_num=0]
    Epoch 1:   6%|▌         | 2039/33666 [01:16<19:49, 26.58it/s, loss=4.1, v_num=0]
    Epoch 1:   6%|▌         | 2040/33666 [01:16<19:49, 26.58it/s, loss=4.1, v_num=0]
    Epoch 1:   6%|▌         | 2040/33666 [01:16<19:49, 26.58it/s, loss=4.14, v_num=0]
    Epoch 1:   6%|▌         | 2041/33666 [01:16<19:49, 26.58it/s, loss=4.14, v_num=0]
    Epoch 1:   6%|▌         | 2041/33666 [01:16<19:49, 26.58it/s, loss=4.11, v_num=0]
    Epoch 1:   6%|▌         | 2042/33666 [01:16<19:49, 26.58it/s, loss=4.11, v_num=0]
    Epoch 1:   6%|▌         | 2042/33666 [01:16<19:49, 26.58it/s, loss=4.08, v_num=0]
    Epoch 1:   6%|▌         | 2043/33666 [01:16<19:49, 26.58it/s, loss=4.08, v_num=0]
    Epoch 1:   6%|▌         | 2043/33666 [01:16<19:49, 26.58it/s, loss=4.02, v_num=0]
    Epoch 1:   6%|▌         | 2044/33666 [01:16<19:49, 26.59it/s, loss=4.02, v_num=0]
    Epoch 1:   6%|▌         | 2044/33666 [01:16<19:49, 26.59it/s, loss=4.05, v_num=0]
    Epoch 1:   6%|▌         | 2045/33666 [01:16<19:49, 26.59it/s, loss=4.05, v_num=0]
    Epoch 1:   6%|▌         | 2045/33666 [01:16<19:49, 26.59it/s, loss=4.02, v_num=0]
    Epoch 1:   6%|▌         | 2046/33666 [01:16<19:49, 26.59it/s, loss=4.02, v_num=0]
    Epoch 1:   6%|▌         | 2046/33666 [01:16<19:49, 26.59it/s, loss=4, v_num=0]   
    Epoch 1:   6%|▌         | 2047/33666 [01:16<19:49, 26.59it/s, loss=4, v_num=0]
    Epoch 1:   6%|▌         | 2047/33666 [01:16<19:49, 26.59it/s, loss=3.99, v_num=0]
    Epoch 1:   6%|▌         | 2048/33666 [01:17<19:49, 26.59it/s, loss=3.99, v_num=0]
    Epoch 1:   6%|▌         | 2048/33666 [01:17<19:49, 26.59it/s, loss=4.03, v_num=0]
    Epoch 1:   6%|▌         | 2049/33666 [01:17<19:48, 26.59it/s, loss=4.03, v_num=0]
    Epoch 1:   6%|▌         | 2049/33666 [01:17<19:48, 26.59it/s, loss=4.03, v_num=0]
    Epoch 1:   6%|▌         | 2050/33666 [01:17<19:48, 26.60it/s, loss=4.03, v_num=0]
    Epoch 1:   6%|▌         | 2050/33666 [01:17<19:48, 26.60it/s, loss=4.06, v_num=0]
    Epoch 1:   6%|▌         | 2051/33666 [01:17<19:48, 26.60it/s, loss=4.06, v_num=0]
    Epoch 1:   6%|▌         | 2051/33666 [01:17<19:48, 26.60it/s, loss=4.04, v_num=0]
    Epoch 1:   6%|▌         | 2052/33666 [01:17<19:48, 26.60it/s, loss=4.04, v_num=0]
    Epoch 1:   6%|▌         | 2052/33666 [01:17<19:48, 26.60it/s, loss=4.04, v_num=0]
    Epoch 1:   6%|▌         | 2053/33666 [01:17<19:48, 26.60it/s, loss=4.04, v_num=0]
    Epoch 1:   6%|▌         | 2053/33666 [01:17<19:48, 26.60it/s, loss=4.04, v_num=0]
    Epoch 1:   6%|▌         | 2054/33666 [01:17<19:48, 26.60it/s, loss=4.04, v_num=0]
    Epoch 1:   6%|▌         | 2054/33666 [01:17<19:48, 26.60it/s, loss=4.04, v_num=0]
    Epoch 1:   6%|▌         | 2055/33666 [01:17<19:48, 26.60it/s, loss=4.04, v_num=0]
    Epoch 1:   6%|▌         | 2055/33666 [01:17<19:48, 26.60it/s, loss=4.02, v_num=0]
    Epoch 1:   6%|▌         | 2056/33666 [01:17<19:48, 26.60it/s, loss=4.02, v_num=0]
    Epoch 1:   6%|▌         | 2056/33666 [01:17<19:48, 26.60it/s, loss=4.02, v_num=0]
    Epoch 1:   6%|▌         | 2057/33666 [01:17<19:48, 26.60it/s, loss=4.02, v_num=0]
    Epoch 1:   6%|▌         | 2057/33666 [01:17<19:48, 26.60it/s, loss=3.96, v_num=0]
    Epoch 1:   6%|▌         | 2058/33666 [01:17<19:48, 26.60it/s, loss=3.96, v_num=0]
    Epoch 1:   6%|▌         | 2058/33666 [01:17<19:48, 26.60it/s, loss=3.84, v_num=0]
    Epoch 1:   6%|▌         | 2059/33666 [01:17<19:48, 26.60it/s, loss=3.84, v_num=0]
    Epoch 1:   6%|▌         | 2059/33666 [01:17<19:48, 26.60it/s, loss=3.85, v_num=0]
    Epoch 1:   6%|▌         | 2060/33666 [01:17<19:48, 26.60it/s, loss=3.85, v_num=0]
    Epoch 1:   6%|▌         | 2060/33666 [01:17<19:48, 26.60it/s, loss=3.76, v_num=0]
    Epoch 1:   6%|▌         | 2061/33666 [01:17<19:48, 26.60it/s, loss=3.76, v_num=0]
    Epoch 1:   6%|▌         | 2061/33666 [01:17<19:48, 26.60it/s, loss=3.81, v_num=0]
    Epoch 1:   6%|▌         | 2062/33666 [01:17<19:48, 26.60it/s, loss=3.81, v_num=0]
    Epoch 1:   6%|▌         | 2062/33666 [01:17<19:48, 26.60it/s, loss=3.83, v_num=0]
    Epoch 1:   6%|▌         | 2063/33666 [01:17<19:48, 26.60it/s, loss=3.83, v_num=0]
    Epoch 1:   6%|▌         | 2063/33666 [01:17<19:48, 26.60it/s, loss=3.83, v_num=0]
    Epoch 1:   6%|▌         | 2064/33666 [01:17<19:48, 26.60it/s, loss=3.83, v_num=0]
    Epoch 1:   6%|▌         | 2064/33666 [01:17<19:48, 26.59it/s, loss=3.77, v_num=0]
    Epoch 1:   6%|▌         | 2065/33666 [01:17<19:48, 26.59it/s, loss=3.77, v_num=0]
    Epoch 1:   6%|▌         | 2065/33666 [01:17<19:48, 26.59it/s, loss=3.75, v_num=0]
    Epoch 1:   6%|▌         | 2066/33666 [01:17<19:48, 26.59it/s, loss=3.75, v_num=0]
    Epoch 1:   6%|▌         | 2066/33666 [01:17<19:48, 26.59it/s, loss=3.8, v_num=0] 
    Epoch 1:   6%|▌         | 2067/33666 [01:17<19:48, 26.59it/s, loss=3.8, v_num=0]
    Epoch 1:   6%|▌         | 2067/33666 [01:17<19:48, 26.59it/s, loss=3.81, v_num=0]
    Epoch 1:   6%|▌         | 2068/33666 [01:17<19:48, 26.59it/s, loss=3.81, v_num=0]
    Epoch 1:   6%|▌         | 2068/33666 [01:17<19:48, 26.59it/s, loss=3.82, v_num=0]
    Epoch 1:   6%|▌         | 2069/33666 [01:17<19:48, 26.59it/s, loss=3.82, v_num=0]
    Epoch 1:   6%|▌         | 2069/33666 [01:17<19:48, 26.59it/s, loss=3.78, v_num=0]
    Epoch 1:   6%|▌         | 2070/33666 [01:17<19:48, 26.59it/s, loss=3.78, v_num=0]
    Epoch 1:   6%|▌         | 2070/33666 [01:17<19:48, 26.59it/s, loss=3.79, v_num=0]
    Epoch 1:   6%|▌         | 2071/33666 [01:17<19:48, 26.59it/s, loss=3.79, v_num=0]
    Epoch 1:   6%|▌         | 2071/33666 [01:17<19:48, 26.59it/s, loss=3.74, v_num=0]
    Epoch 1:   6%|▌         | 2072/33666 [01:17<19:48, 26.59it/s, loss=3.74, v_num=0]
    Epoch 1:   6%|▌         | 2072/33666 [01:17<19:48, 26.59it/s, loss=3.75, v_num=0]
    Epoch 1:   6%|▌         | 2073/33666 [01:17<19:48, 26.59it/s, loss=3.75, v_num=0]
    Epoch 1:   6%|▌         | 2073/33666 [01:17<19:48, 26.59it/s, loss=3.75, v_num=0]
    Epoch 1:   6%|▌         | 2074/33666 [01:18<19:48, 26.59it/s, loss=3.75, v_num=0]
    Epoch 1:   6%|▌         | 2074/33666 [01:18<19:48, 26.59it/s, loss=3.78, v_num=0]
    Epoch 1:   6%|▌         | 2075/33666 [01:18<19:48, 26.59it/s, loss=3.78, v_num=0]
    Epoch 1:   6%|▌         | 2075/33666 [01:18<19:48, 26.59it/s, loss=3.82, v_num=0]
    Epoch 1:   6%|▌         | 2076/33666 [01:18<19:48, 26.59it/s, loss=3.82, v_num=0]
    Epoch 1:   6%|▌         | 2076/33666 [01:18<19:48, 26.59it/s, loss=3.86, v_num=0]
    Epoch 1:   6%|▌         | 2077/33666 [01:18<19:48, 26.58it/s, loss=3.86, v_num=0]
    Epoch 1:   6%|▌         | 2077/33666 [01:18<19:48, 26.58it/s, loss=3.84, v_num=0]
    Epoch 1:   6%|▌         | 2078/33666 [01:18<19:48, 26.58it/s, loss=3.84, v_num=0]
    Epoch 1:   6%|▌         | 2078/33666 [01:18<19:48, 26.58it/s, loss=3.98, v_num=0]
    Epoch 1:   6%|▌         | 2079/33666 [01:18<19:48, 26.58it/s, loss=3.98, v_num=0]
    Epoch 1:   6%|▌         | 2079/33666 [01:18<19:48, 26.58it/s, loss=3.93, v_num=0]
    Epoch 1:   6%|▌         | 2080/33666 [01:18<19:48, 26.58it/s, loss=3.93, v_num=0]
    Epoch 1:   6%|▌         | 2080/33666 [01:18<19:48, 26.58it/s, loss=3.97, v_num=0]
    Epoch 1:   6%|▌         | 2081/33666 [01:18<19:48, 26.58it/s, loss=3.97, v_num=0]
    Epoch 1:   6%|▌         | 2081/33666 [01:18<19:48, 26.58it/s, loss=3.99, v_num=0]
    Epoch 1:   6%|▌         | 2082/33666 [01:18<19:48, 26.58it/s, loss=3.99, v_num=0]
    Epoch 1:   6%|▌         | 2082/33666 [01:18<19:48, 26.58it/s, loss=4.07, v_num=0]
    Epoch 1:   6%|▌         | 2083/33666 [01:18<19:48, 26.58it/s, loss=4.07, v_num=0]
    Epoch 1:   6%|▌         | 2083/33666 [01:18<19:48, 26.58it/s, loss=4.12, v_num=0]
    Epoch 1:   6%|▌         | 2084/33666 [01:18<19:48, 26.58it/s, loss=4.12, v_num=0]
    Epoch 1:   6%|▌         | 2084/33666 [01:18<19:48, 26.58it/s, loss=4.11, v_num=0]
    Epoch 1:   6%|▌         | 2085/33666 [01:18<19:48, 26.58it/s, loss=4.11, v_num=0]
    Epoch 1:   6%|▌         | 2085/33666 [01:18<19:48, 26.58it/s, loss=4.13, v_num=0]
    Epoch 1:   6%|▌         | 2086/33666 [01:18<19:48, 26.58it/s, loss=4.13, v_num=0]
    Epoch 1:   6%|▌         | 2086/33666 [01:18<19:48, 26.58it/s, loss=4.12, v_num=0]
    Epoch 1:   6%|▌         | 2087/33666 [01:18<19:48, 26.58it/s, loss=4.12, v_num=0]
    Epoch 1:   6%|▌         | 2087/33666 [01:18<19:48, 26.58it/s, loss=4.1, v_num=0] 
    Epoch 1:   6%|▌         | 2088/33666 [01:18<19:48, 26.58it/s, loss=4.1, v_num=0]
    Epoch 1:   6%|▌         | 2088/33666 [01:18<19:48, 26.58it/s, loss=4.1, v_num=0]
    Epoch 1:   6%|▌         | 2089/33666 [01:18<19:48, 26.58it/s, loss=4.1, v_num=0]
    Epoch 1:   6%|▌         | 2089/33666 [01:18<19:48, 26.58it/s, loss=4.22, v_num=0]
    Epoch 1:   6%|▌         | 2090/33666 [01:18<19:48, 26.58it/s, loss=4.22, v_num=0]
    Epoch 1:   6%|▌         | 2090/33666 [01:18<19:48, 26.58it/s, loss=4.23, v_num=0]
    Epoch 1:   6%|▌         | 2091/33666 [01:18<19:47, 26.58it/s, loss=4.23, v_num=0]
    Epoch 1:   6%|▌         | 2091/33666 [01:18<19:47, 26.58it/s, loss=4.26, v_num=0]
    Epoch 1:   6%|▌         | 2092/33666 [01:18<19:47, 26.58it/s, loss=4.26, v_num=0]
    Epoch 1:   6%|▌         | 2092/33666 [01:18<19:47, 26.58it/s, loss=4.2, v_num=0] 
    Epoch 1:   6%|▌         | 2093/33666 [01:18<19:47, 26.58it/s, loss=4.2, v_num=0]
    Epoch 1:   6%|▌         | 2093/33666 [01:18<19:47, 26.58it/s, loss=4.22, v_num=0]
    Epoch 1:   6%|▌         | 2094/33666 [01:18<19:47, 26.58it/s, loss=4.22, v_num=0]
    Epoch 1:   6%|▌         | 2094/33666 [01:18<19:47, 26.58it/s, loss=4.25, v_num=0]
    Epoch 1:   6%|▌         | 2095/33666 [01:18<19:47, 26.58it/s, loss=4.25, v_num=0]
    Epoch 1:   6%|▌         | 2095/33666 [01:18<19:47, 26.58it/s, loss=4.3, v_num=0] 
    Epoch 1:   6%|▌         | 2096/33666 [01:18<19:47, 26.58it/s, loss=4.3, v_num=0]
    Epoch 1:   6%|▌         | 2096/33666 [01:18<19:47, 26.58it/s, loss=4.3, v_num=0]
    Epoch 1:   6%|▌         | 2097/33666 [01:18<19:47, 26.58it/s, loss=4.3, v_num=0]
    Epoch 1:   6%|▌         | 2097/33666 [01:18<19:47, 26.58it/s, loss=4.32, v_num=0]
    Epoch 1:   6%|▌         | 2098/33666 [01:18<19:47, 26.58it/s, loss=4.32, v_num=0]
    Epoch 1:   6%|▌         | 2098/33666 [01:18<19:47, 26.58it/s, loss=4.28, v_num=0]
    Epoch 1:   6%|▌         | 2099/33666 [01:18<19:47, 26.58it/s, loss=4.28, v_num=0]
    Epoch 1:   6%|▌         | 2099/33666 [01:18<19:47, 26.58it/s, loss=4.34, v_num=0]
    Epoch 1:   6%|▌         | 2100/33666 [01:19<19:47, 26.58it/s, loss=4.34, v_num=0]
    Epoch 1:   6%|▌         | 2100/33666 [01:19<19:47, 26.58it/s, loss=4.3, v_num=0] 
    Epoch 1:   6%|▌         | 2101/33666 [01:19<19:47, 26.58it/s, loss=4.3, v_num=0]
    Epoch 1:   6%|▌         | 2101/33666 [01:19<19:47, 26.58it/s, loss=4.28, v_num=0]
    Epoch 1:   6%|▌         | 2102/33666 [01:19<19:47, 26.58it/s, loss=4.28, v_num=0]
    Epoch 1:   6%|▌         | 2102/33666 [01:19<19:47, 26.58it/s, loss=4.22, v_num=0]
    Epoch 1:   6%|▌         | 2103/33666 [01:19<19:47, 26.57it/s, loss=4.22, v_num=0]
    Epoch 1:   6%|▌         | 2103/33666 [01:19<19:47, 26.57it/s, loss=4.21, v_num=0]
    Epoch 1:   6%|▌         | 2104/33666 [01:19<19:47, 26.57it/s, loss=4.21, v_num=0]
    Epoch 1:   6%|▌         | 2104/33666 [01:19<19:47, 26.57it/s, loss=4.31, v_num=0]
    Epoch 1:   6%|▋         | 2105/33666 [01:19<19:47, 26.57it/s, loss=4.31, v_num=0]
    Epoch 1:   6%|▋         | 2105/33666 [01:19<19:47, 26.57it/s, loss=4.31, v_num=0]
    Epoch 1:   6%|▋         | 2106/33666 [01:19<19:47, 26.57it/s, loss=4.31, v_num=0]
    Epoch 1:   6%|▋         | 2106/33666 [01:19<19:47, 26.57it/s, loss=4.32, v_num=0]
    Epoch 1:   6%|▋         | 2107/33666 [01:19<19:47, 26.57it/s, loss=4.32, v_num=0]
    Epoch 1:   6%|▋         | 2107/33666 [01:19<19:47, 26.57it/s, loss=4.34, v_num=0]
    Epoch 1:   6%|▋         | 2108/33666 [01:19<19:47, 26.57it/s, loss=4.34, v_num=0]
    Epoch 1:   6%|▋         | 2108/33666 [01:19<19:47, 26.57it/s, loss=4.3, v_num=0] 
    Epoch 1:   6%|▋         | 2109/33666 [01:19<19:47, 26.57it/s, loss=4.3, v_num=0]
    Epoch 1:   6%|▋         | 2109/33666 [01:19<19:47, 26.57it/s, loss=4.25, v_num=0]
    Epoch 1:   6%|▋         | 2110/33666 [01:19<19:47, 26.57it/s, loss=4.25, v_num=0]
    Epoch 1:   6%|▋         | 2110/33666 [01:19<19:47, 26.57it/s, loss=4.23, v_num=0]
    Epoch 1:   6%|▋         | 2111/33666 [01:19<19:47, 26.57it/s, loss=4.23, v_num=0]
    Epoch 1:   6%|▋         | 2111/33666 [01:19<19:47, 26.57it/s, loss=4.21, v_num=0]
    Epoch 1:   6%|▋         | 2112/33666 [01:19<19:47, 26.57it/s, loss=4.21, v_num=0]
    Epoch 1:   6%|▋         | 2112/33666 [01:19<19:47, 26.57it/s, loss=4.21, v_num=0]
    Epoch 1:   6%|▋         | 2113/33666 [01:19<19:47, 26.57it/s, loss=4.21, v_num=0]
    Epoch 1:   6%|▋         | 2113/33666 [01:19<19:47, 26.57it/s, loss=4.17, v_num=0]
    Epoch 1:   6%|▋         | 2114/33666 [01:19<19:47, 26.57it/s, loss=4.17, v_num=0]
    Epoch 1:   6%|▋         | 2114/33666 [01:19<19:47, 26.57it/s, loss=4.16, v_num=0]
    Epoch 1:   6%|▋         | 2115/33666 [01:19<19:47, 26.57it/s, loss=4.16, v_num=0]
    Epoch 1:   6%|▋         | 2115/33666 [01:19<19:47, 26.57it/s, loss=4.13, v_num=0]
    Epoch 1:   6%|▋         | 2116/33666 [01:19<19:47, 26.57it/s, loss=4.13, v_num=0]
    Epoch 1:   6%|▋         | 2116/33666 [01:19<19:47, 26.57it/s, loss=4.09, v_num=0]
    Epoch 1:   6%|▋         | 2117/33666 [01:19<19:47, 26.57it/s, loss=4.09, v_num=0]
    Epoch 1:   6%|▋         | 2117/33666 [01:19<19:47, 26.57it/s, loss=4.1, v_num=0] 
    Epoch 1:   6%|▋         | 2118/33666 [01:19<19:47, 26.57it/s, loss=4.1, v_num=0]
    Epoch 1:   6%|▋         | 2118/33666 [01:19<19:47, 26.57it/s, loss=4.07, v_num=0]
    Epoch 1:   6%|▋         | 2119/33666 [01:19<19:47, 26.57it/s, loss=4.07, v_num=0]
    Epoch 1:   6%|▋         | 2119/33666 [01:19<19:47, 26.57it/s, loss=4.09, v_num=0]
    Epoch 1:   6%|▋         | 2120/33666 [01:19<19:47, 26.57it/s, loss=4.09, v_num=0]
    Epoch 1:   6%|▋         | 2120/33666 [01:19<19:47, 26.57it/s, loss=4.12, v_num=0]
    Epoch 1:   6%|▋         | 2121/33666 [01:19<19:47, 26.57it/s, loss=4.12, v_num=0]
    Epoch 1:   6%|▋         | 2121/33666 [01:19<19:47, 26.57it/s, loss=4.15, v_num=0]
    Epoch 1:   6%|▋         | 2122/33666 [01:19<19:47, 26.57it/s, loss=4.15, v_num=0]
    Epoch 1:   6%|▋         | 2122/33666 [01:19<19:47, 26.57it/s, loss=4.12, v_num=0]
    Epoch 1:   6%|▋         | 2123/33666 [01:19<19:47, 26.57it/s, loss=4.12, v_num=0]
    Epoch 1:   6%|▋         | 2123/33666 [01:19<19:47, 26.57it/s, loss=4.09, v_num=0]
    Epoch 1:   6%|▋         | 2124/33666 [01:19<19:47, 26.57it/s, loss=4.09, v_num=0]
    Epoch 1:   6%|▋         | 2124/33666 [01:19<19:47, 26.57it/s, loss=4.06, v_num=0]
    Epoch 1:   6%|▋         | 2125/33666 [01:19<19:47, 26.57it/s, loss=4.06, v_num=0]
    Epoch 1:   6%|▋         | 2125/33666 [01:19<19:47, 26.57it/s, loss=4.04, v_num=0]
    Epoch 1:   6%|▋         | 2126/33666 [01:20<19:47, 26.57it/s, loss=4.04, v_num=0]
    Epoch 1:   6%|▋         | 2126/33666 [01:20<19:47, 26.57it/s, loss=4, v_num=0]   
    Epoch 1:   6%|▋         | 2127/33666 [01:20<19:47, 26.57it/s, loss=4, v_num=0]
    Epoch 1:   6%|▋         | 2127/33666 [01:20<19:47, 26.57it/s, loss=4.03, v_num=0]
    Epoch 1:   6%|▋         | 2128/33666 [01:20<19:46, 26.57it/s, loss=4.03, v_num=0]
    Epoch 1:   6%|▋         | 2128/33666 [01:20<19:46, 26.57it/s, loss=4.02, v_num=0]
    Epoch 1:   6%|▋         | 2129/33666 [01:20<19:46, 26.57it/s, loss=4.02, v_num=0]
    Epoch 1:   6%|▋         | 2129/33666 [01:20<19:46, 26.57it/s, loss=4.02, v_num=0]
    Epoch 1:   6%|▋         | 2130/33666 [01:20<19:46, 26.57it/s, loss=4.02, v_num=0]
    Epoch 1:   6%|▋         | 2130/33666 [01:20<19:46, 26.57it/s, loss=4, v_num=0]   
    Epoch 1:   6%|▋         | 2131/33666 [01:20<19:46, 26.57it/s, loss=4, v_num=0]
    Epoch 1:   6%|▋         | 2131/33666 [01:20<19:46, 26.57it/s, loss=4.01, v_num=0]
    Epoch 1:   6%|▋         | 2132/33666 [01:20<19:46, 26.57it/s, loss=4.01, v_num=0]
    Epoch 1:   6%|▋         | 2132/33666 [01:20<19:46, 26.57it/s, loss=4.05, v_num=0]
    Epoch 1:   6%|▋         | 2133/33666 [01:20<19:46, 26.57it/s, loss=4.05, v_num=0]
    Epoch 1:   6%|▋         | 2133/33666 [01:20<19:46, 26.57it/s, loss=4.11, v_num=0]
    Epoch 1:   6%|▋         | 2134/33666 [01:20<19:46, 26.57it/s, loss=4.11, v_num=0]
    Epoch 1:   6%|▋         | 2134/33666 [01:20<19:46, 26.57it/s, loss=4.09, v_num=0]
    Epoch 1:   6%|▋         | 2135/33666 [01:20<19:46, 26.57it/s, loss=4.09, v_num=0]
    Epoch 1:   6%|▋         | 2135/33666 [01:20<19:46, 26.57it/s, loss=4.07, v_num=0]
    Epoch 1:   6%|▋         | 2136/33666 [01:20<19:46, 26.57it/s, loss=4.07, v_num=0]
    Epoch 1:   6%|▋         | 2136/33666 [01:20<19:46, 26.57it/s, loss=4.01, v_num=0]
    Epoch 1:   6%|▋         | 2137/33666 [01:20<19:46, 26.57it/s, loss=4.01, v_num=0]
    Epoch 1:   6%|▋         | 2137/33666 [01:20<19:46, 26.57it/s, loss=3.98, v_num=0]
    Epoch 1:   6%|▋         | 2138/33666 [01:20<19:46, 26.57it/s, loss=3.98, v_num=0]
    Epoch 1:   6%|▋         | 2138/33666 [01:20<19:46, 26.57it/s, loss=4.07, v_num=0]
    Epoch 1:   6%|▋         | 2139/33666 [01:20<19:46, 26.57it/s, loss=4.07, v_num=0]
    Epoch 1:   6%|▋         | 2139/33666 [01:20<19:46, 26.57it/s, loss=4.02, v_num=0]
    Epoch 1:   6%|▋         | 2140/33666 [01:20<19:46, 26.57it/s, loss=4.02, v_num=0]
    Epoch 1:   6%|▋         | 2140/33666 [01:20<19:46, 26.57it/s, loss=4.01, v_num=0]
    Epoch 1:   6%|▋         | 2141/33666 [01:20<19:46, 26.57it/s, loss=4.01, v_num=0]
    Epoch 1:   6%|▋         | 2141/33666 [01:20<19:46, 26.57it/s, loss=4, v_num=0]   
    Epoch 1:   6%|▋         | 2142/33666 [01:20<19:46, 26.57it/s, loss=4, v_num=0]
    Epoch 1:   6%|▋         | 2142/33666 [01:20<19:46, 26.57it/s, loss=3.96, v_num=0]
    Epoch 1:   6%|▋         | 2143/33666 [01:20<19:46, 26.57it/s, loss=3.96, v_num=0]
    Epoch 1:   6%|▋         | 2143/33666 [01:20<19:46, 26.57it/s, loss=3.98, v_num=0]
    Epoch 1:   6%|▋         | 2144/33666 [01:20<19:46, 26.57it/s, loss=3.98, v_num=0]
    Epoch 1:   6%|▋         | 2144/33666 [01:20<19:46, 26.57it/s, loss=3.95, v_num=0]
    Epoch 1:   6%|▋         | 2145/33666 [01:20<19:46, 26.57it/s, loss=3.95, v_num=0]
    Epoch 1:   6%|▋         | 2145/33666 [01:20<19:46, 26.57it/s, loss=3.96, v_num=0]
    Epoch 1:   6%|▋         | 2146/33666 [01:20<19:46, 26.57it/s, loss=3.96, v_num=0]
    Epoch 1:   6%|▋         | 2146/33666 [01:20<19:46, 26.57it/s, loss=3.98, v_num=0]
    Epoch 1:   6%|▋         | 2147/33666 [01:20<19:46, 26.57it/s, loss=3.98, v_num=0]
    Epoch 1:   6%|▋         | 2147/33666 [01:20<19:46, 26.57it/s, loss=3.94, v_num=0]
    Epoch 1:   6%|▋         | 2148/33666 [01:20<19:46, 26.57it/s, loss=3.94, v_num=0]
    Epoch 1:   6%|▋         | 2148/33666 [01:20<19:46, 26.57it/s, loss=3.92, v_num=0]
    Epoch 1:   6%|▋         | 2149/33666 [01:20<19:46, 26.57it/s, loss=3.92, v_num=0]
    Epoch 1:   6%|▋         | 2149/33666 [01:20<19:46, 26.57it/s, loss=3.93, v_num=0]
    Epoch 1:   6%|▋         | 2150/33666 [01:20<19:46, 26.57it/s, loss=3.93, v_num=0]
    Epoch 1:   6%|▋         | 2150/33666 [01:20<19:46, 26.57it/s, loss=3.9, v_num=0] 
    Epoch 1:   6%|▋         | 2151/33666 [01:20<19:46, 26.57it/s, loss=3.9, v_num=0]
    Epoch 1:   6%|▋         | 2151/33666 [01:20<19:46, 26.57it/s, loss=3.99, v_num=0]
    Epoch 1:   6%|▋         | 2152/33666 [01:21<19:46, 26.57it/s, loss=3.99, v_num=0]
    Epoch 1:   6%|▋         | 2152/33666 [01:21<19:46, 26.57it/s, loss=3.99, v_num=0]
    Epoch 1:   6%|▋         | 2153/33666 [01:21<19:46, 26.57it/s, loss=3.99, v_num=0]
    Epoch 1:   6%|▋         | 2153/33666 [01:21<19:46, 26.57it/s, loss=3.98, v_num=0]
    Epoch 1:   6%|▋         | 2154/33666 [01:21<19:46, 26.57it/s, loss=3.98, v_num=0]
    Epoch 1:   6%|▋         | 2154/33666 [01:21<19:46, 26.57it/s, loss=3.98, v_num=0]
    Epoch 1:   6%|▋         | 2155/33666 [01:21<19:45, 26.57it/s, loss=3.98, v_num=0]
    Epoch 1:   6%|▋         | 2155/33666 [01:21<19:45, 26.57it/s, loss=4.01, v_num=0]
    Epoch 1:   6%|▋         | 2156/33666 [01:21<19:45, 26.57it/s, loss=4.01, v_num=0]
    Epoch 1:   6%|▋         | 2156/33666 [01:21<19:45, 26.57it/s, loss=4.11, v_num=0]
    Epoch 1:   6%|▋         | 2157/33666 [01:21<19:45, 26.57it/s, loss=4.11, v_num=0]
    Epoch 1:   6%|▋         | 2157/33666 [01:21<19:45, 26.57it/s, loss=4.14, v_num=0]
    Epoch 1:   6%|▋         | 2158/33666 [01:21<19:45, 26.57it/s, loss=4.14, v_num=0]
    Epoch 1:   6%|▋         | 2158/33666 [01:21<19:45, 26.57it/s, loss=4.06, v_num=0]
    Epoch 1:   6%|▋         | 2159/33666 [01:21<19:45, 26.57it/s, loss=4.06, v_num=0]
    Epoch 1:   6%|▋         | 2159/33666 [01:21<19:45, 26.57it/s, loss=4.12, v_num=0]
    Epoch 1:   6%|▋         | 2160/33666 [01:21<19:45, 26.57it/s, loss=4.12, v_num=0]
    Epoch 1:   6%|▋         | 2160/33666 [01:21<19:45, 26.57it/s, loss=4.13, v_num=0]
    Epoch 1:   6%|▋         | 2161/33666 [01:21<19:45, 26.57it/s, loss=4.13, v_num=0]
    Epoch 1:   6%|▋         | 2161/33666 [01:21<19:45, 26.57it/s, loss=4.12, v_num=0]
    Epoch 1:   6%|▋         | 2162/33666 [01:21<19:45, 26.57it/s, loss=4.12, v_num=0]
    Epoch 1:   6%|▋         | 2162/33666 [01:21<19:45, 26.57it/s, loss=4.15, v_num=0]
    Epoch 1:   6%|▋         | 2163/33666 [01:21<19:45, 26.57it/s, loss=4.15, v_num=0]
    Epoch 1:   6%|▋         | 2163/33666 [01:21<19:45, 26.57it/s, loss=4.16, v_num=0]
    Epoch 1:   6%|▋         | 2164/33666 [01:21<19:45, 26.57it/s, loss=4.16, v_num=0]
    Epoch 1:   6%|▋         | 2164/33666 [01:21<19:45, 26.57it/s, loss=4.14, v_num=0]
    Epoch 1:   6%|▋         | 2165/33666 [01:21<19:45, 26.57it/s, loss=4.14, v_num=0]
    Epoch 1:   6%|▋         | 2165/33666 [01:21<19:45, 26.57it/s, loss=4.14, v_num=0]
    Epoch 1:   6%|▋         | 2166/33666 [01:21<19:45, 26.57it/s, loss=4.14, v_num=0]
    Epoch 1:   6%|▋         | 2166/33666 [01:21<19:45, 26.57it/s, loss=4.12, v_num=0]
    Epoch 1:   6%|▋         | 2167/33666 [01:21<19:45, 26.57it/s, loss=4.12, v_num=0]
    Epoch 1:   6%|▋         | 2167/33666 [01:21<19:45, 26.57it/s, loss=4.12, v_num=0]
    Epoch 1:   6%|▋         | 2168/33666 [01:21<19:45, 26.57it/s, loss=4.12, v_num=0]
    Epoch 1:   6%|▋         | 2168/33666 [01:21<19:45, 26.57it/s, loss=4.17, v_num=0]
    Epoch 1:   6%|▋         | 2169/33666 [01:21<19:45, 26.57it/s, loss=4.17, v_num=0]
    Epoch 1:   6%|▋         | 2169/33666 [01:21<19:45, 26.57it/s, loss=4.13, v_num=0]
    Epoch 1:   6%|▋         | 2170/33666 [01:21<19:45, 26.57it/s, loss=4.13, v_num=0]
    Epoch 1:   6%|▋         | 2170/33666 [01:21<19:45, 26.57it/s, loss=4.22, v_num=0]
    Epoch 1:   6%|▋         | 2171/33666 [01:21<19:45, 26.57it/s, loss=4.22, v_num=0]
    Epoch 1:   6%|▋         | 2171/33666 [01:21<19:45, 26.57it/s, loss=4.14, v_num=0]
    Epoch 1:   6%|▋         | 2172/33666 [01:21<19:45, 26.57it/s, loss=4.14, v_num=0]
    Epoch 1:   6%|▋         | 2172/33666 [01:21<19:45, 26.57it/s, loss=4.13, v_num=0]
    Epoch 1:   6%|▋         | 2173/33666 [01:21<19:45, 26.57it/s, loss=4.13, v_num=0]
    Epoch 1:   6%|▋         | 2173/33666 [01:21<19:45, 26.57it/s, loss=4.11, v_num=0]
    Epoch 1:   6%|▋         | 2174/33666 [01:21<19:45, 26.57it/s, loss=4.11, v_num=0]
    Epoch 1:   6%|▋         | 2174/33666 [01:21<19:45, 26.57it/s, loss=4.14, v_num=0]
    Epoch 1:   6%|▋         | 2175/33666 [01:21<19:45, 26.57it/s, loss=4.14, v_num=0]
    Epoch 1:   6%|▋         | 2175/33666 [01:21<19:45, 26.57it/s, loss=4.11, v_num=0]
    Epoch 1:   6%|▋         | 2176/33666 [01:21<19:45, 26.57it/s, loss=4.11, v_num=0]
    Epoch 1:   6%|▋         | 2176/33666 [01:21<19:45, 26.57it/s, loss=4.13, v_num=0]
    Epoch 1:   6%|▋         | 2177/33666 [01:21<19:45, 26.57it/s, loss=4.13, v_num=0]
    Epoch 1:   6%|▋         | 2177/33666 [01:21<19:45, 26.57it/s, loss=4.14, v_num=0]
    Epoch 1:   6%|▋         | 2178/33666 [01:21<19:45, 26.57it/s, loss=4.14, v_num=0]
    Epoch 1:   6%|▋         | 2178/33666 [01:21<19:45, 26.57it/s, loss=4.12, v_num=0]
    Epoch 1:   6%|▋         | 2179/33666 [01:22<19:45, 26.57it/s, loss=4.12, v_num=0]
    Epoch 1:   6%|▋         | 2179/33666 [01:22<19:45, 26.57it/s, loss=4.08, v_num=0]
    Epoch 1:   6%|▋         | 2180/33666 [01:22<19:45, 26.56it/s, loss=4.08, v_num=0]
    Epoch 1:   6%|▋         | 2180/33666 [01:22<19:45, 26.56it/s, loss=4.08, v_num=0]
    Epoch 1:   6%|▋         | 2181/33666 [01:22<19:45, 26.57it/s, loss=4.08, v_num=0]
    Epoch 1:   6%|▋         | 2181/33666 [01:22<19:45, 26.57it/s, loss=4.11, v_num=0]
    Epoch 1:   6%|▋         | 2182/33666 [01:22<19:45, 26.57it/s, loss=4.11, v_num=0]
    Epoch 1:   6%|▋         | 2182/33666 [01:22<19:45, 26.57it/s, loss=4.06, v_num=0]
    Epoch 1:   6%|▋         | 2183/33666 [01:22<19:45, 26.57it/s, loss=4.06, v_num=0]
    Epoch 1:   6%|▋         | 2183/33666 [01:22<19:45, 26.57it/s, loss=4.03, v_num=0]
    Epoch 1:   6%|▋         | 2184/33666 [01:22<19:45, 26.57it/s, loss=4.03, v_num=0]
    Epoch 1:   6%|▋         | 2184/33666 [01:22<19:45, 26.57it/s, loss=4.06, v_num=0]
    Epoch 1:   6%|▋         | 2185/33666 [01:22<19:44, 26.57it/s, loss=4.06, v_num=0]
    Epoch 1:   6%|▋         | 2185/33666 [01:22<19:44, 26.57it/s, loss=4.08, v_num=0]
    Epoch 1:   6%|▋         | 2186/33666 [01:22<19:44, 26.57it/s, loss=4.08, v_num=0]
    Epoch 1:   6%|▋         | 2186/33666 [01:22<19:44, 26.57it/s, loss=4.08, v_num=0]
    Epoch 1:   6%|▋         | 2187/33666 [01:22<19:44, 26.57it/s, loss=4.08, v_num=0]
    Epoch 1:   6%|▋         | 2187/33666 [01:22<19:44, 26.57it/s, loss=4.05, v_num=0]
    Epoch 1:   6%|▋         | 2188/33666 [01:22<19:44, 26.57it/s, loss=4.05, v_num=0]
    Epoch 1:   6%|▋         | 2188/33666 [01:22<19:44, 26.57it/s, loss=4.08, v_num=0]
    Epoch 1:   7%|▋         | 2189/33666 [01:22<19:44, 26.57it/s, loss=4.08, v_num=0]
    Epoch 1:   7%|▋         | 2189/33666 [01:22<19:44, 26.57it/s, loss=4.11, v_num=0]
    Epoch 1:   7%|▋         | 2190/33666 [01:22<19:44, 26.56it/s, loss=4.11, v_num=0]
    Epoch 1:   7%|▋         | 2190/33666 [01:22<19:44, 26.56it/s, loss=4.1, v_num=0] 
    Epoch 1:   7%|▋         | 2191/33666 [01:22<19:44, 26.56it/s, loss=4.1, v_num=0]
    Epoch 1:   7%|▋         | 2191/33666 [01:22<19:44, 26.56it/s, loss=4.12, v_num=0]
    Epoch 1:   7%|▋         | 2192/33666 [01:22<19:44, 26.56it/s, loss=4.12, v_num=0]
    Epoch 1:   7%|▋         | 2192/33666 [01:22<19:44, 26.56it/s, loss=4.16, v_num=0]
    Epoch 1:   7%|▋         | 2193/33666 [01:22<19:44, 26.56it/s, loss=4.16, v_num=0]
    Epoch 1:   7%|▋         | 2193/33666 [01:22<19:44, 26.56it/s, loss=4.16, v_num=0]
    Epoch 1:   7%|▋         | 2194/33666 [01:22<19:44, 26.56it/s, loss=4.16, v_num=0]
    Epoch 1:   7%|▋         | 2194/33666 [01:22<19:44, 26.56it/s, loss=4.1, v_num=0] 
    Epoch 1:   7%|▋         | 2195/33666 [01:22<19:44, 26.56it/s, loss=4.1, v_num=0]
    Epoch 1:   7%|▋         | 2195/33666 [01:22<19:44, 26.56it/s, loss=4.13, v_num=0]
    Epoch 1:   7%|▋         | 2196/33666 [01:22<19:44, 26.56it/s, loss=4.13, v_num=0]
    Epoch 1:   7%|▋         | 2196/33666 [01:22<19:44, 26.56it/s, loss=4.06, v_num=0]
    Epoch 1:   7%|▋         | 2197/33666 [01:22<19:44, 26.56it/s, loss=4.06, v_num=0]
    Epoch 1:   7%|▋         | 2197/33666 [01:22<19:44, 26.56it/s, loss=4.05, v_num=0]
    Epoch 1:   7%|▋         | 2198/33666 [01:22<19:44, 26.56it/s, loss=4.05, v_num=0]
    Epoch 1:   7%|▋         | 2198/33666 [01:22<19:44, 26.56it/s, loss=4.09, v_num=0]
    Epoch 1:   7%|▋         | 2199/33666 [01:22<19:44, 26.56it/s, loss=4.09, v_num=0]
    Epoch 1:   7%|▋         | 2199/33666 [01:22<19:44, 26.56it/s, loss=4.05, v_num=0]
    Epoch 1:   7%|▋         | 2200/33666 [01:22<19:44, 26.56it/s, loss=4.05, v_num=0]
    Epoch 1:   7%|▋         | 2200/33666 [01:22<19:44, 26.56it/s, loss=4.11, v_num=0]
    Epoch 1:   7%|▋         | 2201/33666 [01:22<19:44, 26.56it/s, loss=4.11, v_num=0]
    Epoch 1:   7%|▋         | 2201/33666 [01:22<19:44, 26.56it/s, loss=4.04, v_num=0]
    Epoch 1:   7%|▋         | 2202/33666 [01:22<19:44, 26.56it/s, loss=4.04, v_num=0]
    Epoch 1:   7%|▋         | 2202/33666 [01:22<19:44, 26.56it/s, loss=4.13, v_num=0]
    Epoch 1:   7%|▋         | 2203/33666 [01:22<19:44, 26.56it/s, loss=4.13, v_num=0]
    Epoch 1:   7%|▋         | 2203/33666 [01:22<19:44, 26.56it/s, loss=4.15, v_num=0]
    Epoch 1:   7%|▋         | 2204/33666 [01:22<19:44, 26.56it/s, loss=4.15, v_num=0]
    Epoch 1:   7%|▋         | 2204/33666 [01:22<19:44, 26.56it/s, loss=4.13, v_num=0]
    Epoch 1:   7%|▋         | 2205/33666 [01:23<19:44, 26.56it/s, loss=4.13, v_num=0]
    Epoch 1:   7%|▋         | 2205/33666 [01:23<19:44, 26.56it/s, loss=4.13, v_num=0]
    Epoch 1:   7%|▋         | 2206/33666 [01:23<19:44, 26.56it/s, loss=4.13, v_num=0]
    Epoch 1:   7%|▋         | 2206/33666 [01:23<19:44, 26.56it/s, loss=4.16, v_num=0]
    Epoch 1:   7%|▋         | 2207/33666 [01:23<19:44, 26.56it/s, loss=4.16, v_num=0]
    Epoch 1:   7%|▋         | 2207/33666 [01:23<19:44, 26.56it/s, loss=4.2, v_num=0] 
    Epoch 1:   7%|▋         | 2208/33666 [01:23<19:44, 26.56it/s, loss=4.2, v_num=0]
    Epoch 1:   7%|▋         | 2208/33666 [01:23<19:44, 26.56it/s, loss=4.12, v_num=0]
    Epoch 1:   7%|▋         | 2209/33666 [01:23<19:44, 26.56it/s, loss=4.12, v_num=0]
    Epoch 1:   7%|▋         | 2209/33666 [01:23<19:44, 26.56it/s, loss=4.13, v_num=0]
    Epoch 1:   7%|▋         | 2210/33666 [01:23<19:44, 26.56it/s, loss=4.13, v_num=0]
    Epoch 1:   7%|▋         | 2210/33666 [01:23<19:44, 26.56it/s, loss=4.08, v_num=0]
    Epoch 1:   7%|▋         | 2211/33666 [01:23<19:44, 26.56it/s, loss=4.08, v_num=0]
    Epoch 1:   7%|▋         | 2211/33666 [01:23<19:44, 26.56it/s, loss=4.03, v_num=0]
    Epoch 1:   7%|▋         | 2212/33666 [01:23<19:44, 26.55it/s, loss=4.03, v_num=0]
    Epoch 1:   7%|▋         | 2212/33666 [01:23<19:44, 26.55it/s, loss=3.96, v_num=0]
    Epoch 1:   7%|▋         | 2213/33666 [01:23<19:44, 26.55it/s, loss=3.96, v_num=0]
    Epoch 1:   7%|▋         | 2213/33666 [01:23<19:44, 26.55it/s, loss=3.97, v_num=0]
    Epoch 1:   7%|▋         | 2214/33666 [01:23<19:44, 26.55it/s, loss=3.97, v_num=0]
    Epoch 1:   7%|▋         | 2214/33666 [01:23<19:44, 26.55it/s, loss=4.09, v_num=0]
    Epoch 1:   7%|▋         | 2215/33666 [01:23<19:44, 26.55it/s, loss=4.09, v_num=0]
    Epoch 1:   7%|▋         | 2215/33666 [01:23<19:44, 26.55it/s, loss=4.07, v_num=0]
    Epoch 1:   7%|▋         | 2216/33666 [01:23<19:44, 26.55it/s, loss=4.07, v_num=0]
    Epoch 1:   7%|▋         | 2216/33666 [01:23<19:44, 26.55it/s, loss=4.04, v_num=0]
    Epoch 1:   7%|▋         | 2217/33666 [01:23<19:44, 26.55it/s, loss=4.04, v_num=0]
    Epoch 1:   7%|▋         | 2217/33666 [01:23<19:44, 26.55it/s, loss=4.08, v_num=0]
    Epoch 1:   7%|▋         | 2218/33666 [01:23<19:44, 26.55it/s, loss=4.08, v_num=0]
    Epoch 1:   7%|▋         | 2218/33666 [01:23<19:44, 26.55it/s, loss=4.07, v_num=0]
    Epoch 1:   7%|▋         | 2219/33666 [01:23<19:44, 26.55it/s, loss=4.07, v_num=0]
    Epoch 1:   7%|▋         | 2219/33666 [01:23<19:44, 26.55it/s, loss=4.09, v_num=0]
    Epoch 1:   7%|▋         | 2220/33666 [01:23<19:44, 26.55it/s, loss=4.09, v_num=0]
    Epoch 1:   7%|▋         | 2220/33666 [01:23<19:44, 26.55it/s, loss=4, v_num=0]   
    Epoch 1:   7%|▋         | 2221/33666 [01:23<19:44, 26.55it/s, loss=4, v_num=0]
    Epoch 1:   7%|▋         | 2221/33666 [01:23<19:44, 26.55it/s, loss=3.99, v_num=0]
    Epoch 1:   7%|▋         | 2222/33666 [01:23<19:44, 26.55it/s, loss=3.99, v_num=0]
    Epoch 1:   7%|▋         | 2222/33666 [01:23<19:44, 26.55it/s, loss=3.99, v_num=0]
    Epoch 1:   7%|▋         | 2223/33666 [01:23<19:44, 26.55it/s, loss=3.99, v_num=0]
    Epoch 1:   7%|▋         | 2223/33666 [01:23<19:44, 26.55it/s, loss=4.01, v_num=0]
    Epoch 1:   7%|▋         | 2224/33666 [01:23<19:44, 26.55it/s, loss=4.01, v_num=0]
    Epoch 1:   7%|▋         | 2224/33666 [01:23<19:44, 26.55it/s, loss=4.05, v_num=0]
    Epoch 1:   7%|▋         | 2225/33666 [01:23<19:43, 26.55it/s, loss=4.05, v_num=0]
    Epoch 1:   7%|▋         | 2225/33666 [01:23<19:44, 26.55it/s, loss=4.03, v_num=0]
    Epoch 1:   7%|▋         | 2226/33666 [01:23<19:43, 26.55it/s, loss=4.03, v_num=0]
    Epoch 1:   7%|▋         | 2226/33666 [01:23<19:43, 26.55it/s, loss=4.01, v_num=0]
    Epoch 1:   7%|▋         | 2227/33666 [01:23<19:43, 26.55it/s, loss=4.01, v_num=0]
    Epoch 1:   7%|▋         | 2227/33666 [01:23<19:43, 26.55it/s, loss=3.99, v_num=0]
    Epoch 1:   7%|▋         | 2228/33666 [01:23<19:43, 26.55it/s, loss=3.99, v_num=0]
    Epoch 1:   7%|▋         | 2228/33666 [01:23<19:43, 26.55it/s, loss=4.05, v_num=0]
    Epoch 1:   7%|▋         | 2229/33666 [01:23<19:43, 26.55it/s, loss=4.05, v_num=0]
    Epoch 1:   7%|▋         | 2229/33666 [01:23<19:43, 26.55it/s, loss=4.02, v_num=0]
    Epoch 1:   7%|▋         | 2230/33666 [01:23<19:43, 26.55it/s, loss=4.02, v_num=0]
    Epoch 1:   7%|▋         | 2230/33666 [01:23<19:43, 26.55it/s, loss=4.05, v_num=0]
    Epoch 1:   7%|▋         | 2231/33666 [01:24<19:43, 26.55it/s, loss=4.05, v_num=0]
    Epoch 1:   7%|▋         | 2231/33666 [01:24<19:43, 26.55it/s, loss=4.1, v_num=0] 
    Epoch 1:   7%|▋         | 2232/33666 [01:24<19:43, 26.55it/s, loss=4.1, v_num=0]
    Epoch 1:   7%|▋         | 2232/33666 [01:24<19:43, 26.55it/s, loss=4.15, v_num=0]
    Epoch 1:   7%|▋         | 2233/33666 [01:24<19:43, 26.56it/s, loss=4.15, v_num=0]
    Epoch 1:   7%|▋         | 2233/33666 [01:24<19:43, 26.56it/s, loss=4.13, v_num=0]
    Epoch 1:   7%|▋         | 2234/33666 [01:24<19:43, 26.56it/s, loss=4.13, v_num=0]
    Epoch 1:   7%|▋         | 2234/33666 [01:24<19:43, 26.55it/s, loss=4.1, v_num=0] 
    Epoch 1:   7%|▋         | 2235/33666 [01:24<19:43, 26.55it/s, loss=4.1, v_num=0]
    Epoch 1:   7%|▋         | 2235/33666 [01:24<19:43, 26.55it/s, loss=4.15, v_num=0]
    Epoch 1:   7%|▋         | 2236/33666 [01:24<19:43, 26.55it/s, loss=4.15, v_num=0]
    Epoch 1:   7%|▋         | 2236/33666 [01:24<19:43, 26.55it/s, loss=4.18, v_num=0]
    Epoch 1:   7%|▋         | 2237/33666 [01:24<19:43, 26.55it/s, loss=4.18, v_num=0]
    Epoch 1:   7%|▋         | 2237/33666 [01:24<19:43, 26.55it/s, loss=4.17, v_num=0]
    Epoch 1:   7%|▋         | 2238/33666 [01:24<19:43, 26.55it/s, loss=4.17, v_num=0]
    Epoch 1:   7%|▋         | 2238/33666 [01:24<19:43, 26.55it/s, loss=4.12, v_num=0]
    Epoch 1:   7%|▋         | 2239/33666 [01:24<19:43, 26.55it/s, loss=4.12, v_num=0]
    Epoch 1:   7%|▋         | 2239/33666 [01:24<19:43, 26.55it/s, loss=4.12, v_num=0]
    Epoch 1:   7%|▋         | 2240/33666 [01:24<19:43, 26.55it/s, loss=4.12, v_num=0]
    Epoch 1:   7%|▋         | 2240/33666 [01:24<19:43, 26.55it/s, loss=4.19, v_num=0]
    Epoch 1:   7%|▋         | 2241/33666 [01:24<19:43, 26.55it/s, loss=4.19, v_num=0]
    Epoch 1:   7%|▋         | 2241/33666 [01:24<19:43, 26.55it/s, loss=4.21, v_num=0]
    Epoch 1:   7%|▋         | 2242/33666 [01:24<19:43, 26.55it/s, loss=4.21, v_num=0]
    Epoch 1:   7%|▋         | 2242/33666 [01:24<19:43, 26.55it/s, loss=4.21, v_num=0]
    Epoch 1:   7%|▋         | 2243/33666 [01:24<19:43, 26.55it/s, loss=4.21, v_num=0]
    Epoch 1:   7%|▋         | 2243/33666 [01:24<19:43, 26.55it/s, loss=4.17, v_num=0]
    Epoch 1:   7%|▋         | 2244/33666 [01:24<19:43, 26.55it/s, loss=4.17, v_num=0]
    Epoch 1:   7%|▋         | 2244/33666 [01:24<19:43, 26.55it/s, loss=4.14, v_num=0]
    Epoch 1:   7%|▋         | 2245/33666 [01:24<19:43, 26.55it/s, loss=4.14, v_num=0]
    Epoch 1:   7%|▋         | 2245/33666 [01:24<19:43, 26.55it/s, loss=4.11, v_num=0]
    Epoch 1:   7%|▋         | 2246/33666 [01:24<19:43, 26.55it/s, loss=4.11, v_num=0]
    Epoch 1:   7%|▋         | 2246/33666 [01:24<19:43, 26.55it/s, loss=4.1, v_num=0] 
    Epoch 1:   7%|▋         | 2247/33666 [01:24<19:43, 26.55it/s, loss=4.1, v_num=0]
    Epoch 1:   7%|▋         | 2247/33666 [01:24<19:43, 26.55it/s, loss=4.1, v_num=0]
    Epoch 1:   7%|▋         | 2248/33666 [01:24<19:43, 26.55it/s, loss=4.1, v_num=0]
    Epoch 1:   7%|▋         | 2248/33666 [01:24<19:43, 26.55it/s, loss=4.08, v_num=0]
    Epoch 1:   7%|▋         | 2249/33666 [01:24<19:43, 26.55it/s, loss=4.08, v_num=0]
    Epoch 1:   7%|▋         | 2249/33666 [01:24<19:43, 26.55it/s, loss=4.08, v_num=0]
    Epoch 1:   7%|▋         | 2250/33666 [01:24<19:43, 26.55it/s, loss=4.08, v_num=0]
    Epoch 1:   7%|▋         | 2250/33666 [01:24<19:43, 26.55it/s, loss=4.06, v_num=0]
    Epoch 1:   7%|▋         | 2251/33666 [01:24<19:43, 26.55it/s, loss=4.06, v_num=0]
    Epoch 1:   7%|▋         | 2251/33666 [01:24<19:43, 26.55it/s, loss=4.03, v_num=0]
    Epoch 1:   7%|▋         | 2252/33666 [01:24<19:43, 26.55it/s, loss=4.03, v_num=0]
    Epoch 1:   7%|▋         | 2252/33666 [01:24<19:43, 26.55it/s, loss=3.97, v_num=0]
    Epoch 1:   7%|▋         | 2253/33666 [01:24<19:43, 26.55it/s, loss=3.97, v_num=0]
    Epoch 1:   7%|▋         | 2253/33666 [01:24<19:43, 26.55it/s, loss=4.02, v_num=0]
    Epoch 1:   7%|▋         | 2254/33666 [01:24<19:43, 26.55it/s, loss=4.02, v_num=0]
    Epoch 1:   7%|▋         | 2254/33666 [01:24<19:43, 26.55it/s, loss=3.97, v_num=0]
    Epoch 1:   7%|▋         | 2255/33666 [01:24<19:43, 26.55it/s, loss=3.97, v_num=0]
    Epoch 1:   7%|▋         | 2255/33666 [01:24<19:43, 26.55it/s, loss=3.92, v_num=0]
    Epoch 1:   7%|▋         | 2256/33666 [01:24<19:43, 26.55it/s, loss=3.92, v_num=0]
    Epoch 1:   7%|▋         | 2256/33666 [01:24<19:43, 26.55it/s, loss=3.93, v_num=0]
    Epoch 1:   7%|▋         | 2257/33666 [01:25<19:43, 26.55it/s, loss=3.93, v_num=0]
    Epoch 1:   7%|▋         | 2257/33666 [01:25<19:43, 26.55it/s, loss=3.88, v_num=0]
    Epoch 1:   7%|▋         | 2258/33666 [01:25<19:43, 26.55it/s, loss=3.88, v_num=0]
    Epoch 1:   7%|▋         | 2258/33666 [01:25<19:43, 26.55it/s, loss=3.92, v_num=0]
    Epoch 1:   7%|▋         | 2259/33666 [01:25<19:43, 26.55it/s, loss=3.92, v_num=0]
    Epoch 1:   7%|▋         | 2259/33666 [01:25<19:43, 26.55it/s, loss=3.93, v_num=0]
    Epoch 1:   7%|▋         | 2260/33666 [01:25<19:43, 26.55it/s, loss=3.93, v_num=0]
    Epoch 1:   7%|▋         | 2260/33666 [01:25<19:43, 26.55it/s, loss=3.86, v_num=0]
    Epoch 1:   7%|▋         | 2261/33666 [01:25<19:43, 26.54it/s, loss=3.86, v_num=0]
    Epoch 1:   7%|▋         | 2261/33666 [01:25<19:43, 26.54it/s, loss=3.86, v_num=0]
    Epoch 1:   7%|▋         | 2262/33666 [01:25<19:43, 26.54it/s, loss=3.86, v_num=0]
    Epoch 1:   7%|▋         | 2262/33666 [01:25<19:43, 26.54it/s, loss=3.84, v_num=0]
    Epoch 1:   7%|▋         | 2263/33666 [01:25<19:43, 26.54it/s, loss=3.84, v_num=0]
    Epoch 1:   7%|▋         | 2263/33666 [01:25<19:43, 26.54it/s, loss=3.9, v_num=0] 
    Epoch 1:   7%|▋         | 2264/33666 [01:25<19:43, 26.54it/s, loss=3.9, v_num=0]
    Epoch 1:   7%|▋         | 2264/33666 [01:25<19:43, 26.54it/s, loss=3.91, v_num=0]
    Epoch 1:   7%|▋         | 2265/33666 [01:25<19:43, 26.54it/s, loss=3.91, v_num=0]
    Epoch 1:   7%|▋         | 2265/33666 [01:25<19:43, 26.54it/s, loss=3.99, v_num=0]
    Epoch 1:   7%|▋         | 2266/33666 [01:25<19:43, 26.54it/s, loss=3.99, v_num=0]
    Epoch 1:   7%|▋         | 2266/33666 [01:25<19:43, 26.54it/s, loss=4, v_num=0]   
    Epoch 1:   7%|▋         | 2267/33666 [01:25<19:43, 26.54it/s, loss=4, v_num=0]
    Epoch 1:   7%|▋         | 2267/33666 [01:25<19:43, 26.54it/s, loss=4.03, v_num=0]
    Epoch 1:   7%|▋         | 2268/33666 [01:25<19:43, 26.54it/s, loss=4.03, v_num=0]
    Epoch 1:   7%|▋         | 2268/33666 [01:25<19:43, 26.54it/s, loss=4.09, v_num=0]
    Epoch 1:   7%|▋         | 2269/33666 [01:25<19:43, 26.54it/s, loss=4.09, v_num=0]
    Epoch 1:   7%|▋         | 2269/33666 [01:25<19:43, 26.54it/s, loss=4.12, v_num=0]
    Epoch 1:   7%|▋         | 2270/33666 [01:25<19:43, 26.53it/s, loss=4.12, v_num=0]
    Epoch 1:   7%|▋         | 2270/33666 [01:25<19:43, 26.53it/s, loss=4.13, v_num=0]
    Epoch 1:   7%|▋         | 2271/33666 [01:25<19:43, 26.53it/s, loss=4.13, v_num=0]
    Epoch 1:   7%|▋         | 2271/33666 [01:25<19:43, 26.53it/s, loss=4.14, v_num=0]
    Epoch 1:   7%|▋         | 2272/33666 [01:25<19:43, 26.53it/s, loss=4.14, v_num=0]
    Epoch 1:   7%|▋         | 2272/33666 [01:25<19:43, 26.53it/s, loss=4.17, v_num=0]
    Epoch 1:   7%|▋         | 2273/33666 [01:25<19:43, 26.53it/s, loss=4.17, v_num=0]
    Epoch 1:   7%|▋         | 2273/33666 [01:25<19:43, 26.53it/s, loss=4.12, v_num=0]
    Epoch 1:   7%|▋         | 2274/33666 [01:25<19:43, 26.53it/s, loss=4.12, v_num=0]
    Epoch 1:   7%|▋         | 2274/33666 [01:25<19:43, 26.53it/s, loss=4.11, v_num=0]
    Epoch 1:   7%|▋         | 2275/33666 [01:25<19:43, 26.53it/s, loss=4.11, v_num=0]
    Epoch 1:   7%|▋         | 2275/33666 [01:25<19:43, 26.53it/s, loss=4.16, v_num=0]
    Epoch 1:   7%|▋         | 2276/33666 [01:25<19:43, 26.53it/s, loss=4.16, v_num=0]
    Epoch 1:   7%|▋         | 2276/33666 [01:25<19:43, 26.53it/s, loss=4.12, v_num=0]
    Epoch 1:   7%|▋         | 2277/33666 [01:25<19:43, 26.53it/s, loss=4.12, v_num=0]
    Epoch 1:   7%|▋         | 2277/33666 [01:25<19:43, 26.53it/s, loss=4.16, v_num=0]
    Epoch 1:   7%|▋         | 2278/33666 [01:25<19:43, 26.53it/s, loss=4.16, v_num=0]
    Epoch 1:   7%|▋         | 2278/33666 [01:25<19:43, 26.53it/s, loss=4.18, v_num=0]
    Epoch 1:   7%|▋         | 2279/33666 [01:25<19:43, 26.53it/s, loss=4.18, v_num=0]
    Epoch 1:   7%|▋         | 2279/33666 [01:25<19:43, 26.53it/s, loss=4.14, v_num=0]
    Epoch 1:   7%|▋         | 2280/33666 [01:25<19:42, 26.53it/s, loss=4.14, v_num=0]
    Epoch 1:   7%|▋         | 2280/33666 [01:25<19:43, 26.53it/s, loss=4.2, v_num=0] 
    Epoch 1:   7%|▋         | 2281/33666 [01:25<19:43, 26.53it/s, loss=4.2, v_num=0]
    Epoch 1:   7%|▋         | 2281/33666 [01:25<19:43, 26.53it/s, loss=4.22, v_num=0]
    Epoch 1:   7%|▋         | 2282/33666 [01:26<19:43, 26.53it/s, loss=4.22, v_num=0]
    Epoch 1:   7%|▋         | 2282/33666 [01:26<19:43, 26.53it/s, loss=4.25, v_num=0]
    Epoch 1:   7%|▋         | 2283/33666 [01:26<19:43, 26.53it/s, loss=4.25, v_num=0]
    Epoch 1:   7%|▋         | 2283/33666 [01:26<19:43, 26.53it/s, loss=4.22, v_num=0]
    Epoch 1:   7%|▋         | 2284/33666 [01:26<19:43, 26.53it/s, loss=4.22, v_num=0]
    Epoch 1:   7%|▋         | 2284/33666 [01:26<19:43, 26.53it/s, loss=4.19, v_num=0]
    Epoch 1:   7%|▋         | 2285/33666 [01:26<19:43, 26.53it/s, loss=4.19, v_num=0]
    Epoch 1:   7%|▋         | 2285/33666 [01:26<19:43, 26.53it/s, loss=4.13, v_num=0]
    Epoch 1:   7%|▋         | 2286/33666 [01:26<19:43, 26.52it/s, loss=4.13, v_num=0]
    Epoch 1:   7%|▋         | 2286/33666 [01:26<19:43, 26.52it/s, loss=4.16, v_num=0]
    Epoch 1:   7%|▋         | 2287/33666 [01:26<19:43, 26.52it/s, loss=4.16, v_num=0]
    Epoch 1:   7%|▋         | 2287/33666 [01:26<19:43, 26.52it/s, loss=4.09, v_num=0]
    Epoch 1:   7%|▋         | 2288/33666 [01:26<19:43, 26.52it/s, loss=4.09, v_num=0]
    Epoch 1:   7%|▋         | 2288/33666 [01:26<19:43, 26.52it/s, loss=4.05, v_num=0]
    Epoch 1:   7%|▋         | 2289/33666 [01:26<19:43, 26.52it/s, loss=4.05, v_num=0]
    Epoch 1:   7%|▋         | 2289/33666 [01:26<19:43, 26.52it/s, loss=4.02, v_num=0]
    Epoch 1:   7%|▋         | 2290/33666 [01:26<19:43, 26.52it/s, loss=4.02, v_num=0]
    Epoch 1:   7%|▋         | 2290/33666 [01:26<19:43, 26.52it/s, loss=4.05, v_num=0]
    Epoch 1:   7%|▋         | 2291/33666 [01:26<19:43, 26.52it/s, loss=4.05, v_num=0]
    Epoch 1:   7%|▋         | 2291/33666 [01:26<19:43, 26.52it/s, loss=4.04, v_num=0]
    Epoch 1:   7%|▋         | 2292/33666 [01:26<19:43, 26.52it/s, loss=4.04, v_num=0]
    Epoch 1:   7%|▋         | 2292/33666 [01:26<19:43, 26.52it/s, loss=4.07, v_num=0]
    Epoch 1:   7%|▋         | 2293/33666 [01:26<19:42, 26.52it/s, loss=4.07, v_num=0]
    Epoch 1:   7%|▋         | 2293/33666 [01:26<19:43, 26.52it/s, loss=4.1, v_num=0] 
    Epoch 1:   7%|▋         | 2294/33666 [01:26<19:42, 26.52it/s, loss=4.1, v_num=0]
    Epoch 1:   7%|▋         | 2294/33666 [01:26<19:42, 26.52it/s, loss=4.12, v_num=0]
    Epoch 1:   7%|▋         | 2295/33666 [01:26<19:42, 26.52it/s, loss=4.12, v_num=0]
    Epoch 1:   7%|▋         | 2295/33666 [01:26<19:42, 26.52it/s, loss=4.05, v_num=0]
    Epoch 1:   7%|▋         | 2296/33666 [01:26<19:42, 26.52it/s, loss=4.05, v_num=0]
    Epoch 1:   7%|▋         | 2296/33666 [01:26<19:42, 26.52it/s, loss=4.05, v_num=0]
    Epoch 1:   7%|▋         | 2297/33666 [01:26<19:42, 26.52it/s, loss=4.05, v_num=0]
    Epoch 1:   7%|▋         | 2297/33666 [01:26<19:42, 26.52it/s, loss=4.02, v_num=0]
    Epoch 1:   7%|▋         | 2298/33666 [01:26<19:42, 26.52it/s, loss=4.02, v_num=0]
    Epoch 1:   7%|▋         | 2298/33666 [01:26<19:42, 26.52it/s, loss=3.97, v_num=0]
    Epoch 1:   7%|▋         | 2299/33666 [01:26<19:42, 26.52it/s, loss=3.97, v_num=0]
    Epoch 1:   7%|▋         | 2299/33666 [01:26<19:42, 26.52it/s, loss=4.01, v_num=0]
    Epoch 1:   7%|▋         | 2300/33666 [01:26<19:42, 26.52it/s, loss=4.01, v_num=0]
    Epoch 1:   7%|▋         | 2300/33666 [01:26<19:42, 26.52it/s, loss=3.99, v_num=0]
    Epoch 1:   7%|▋         | 2301/33666 [01:26<19:42, 26.52it/s, loss=3.99, v_num=0]
    Epoch 1:   7%|▋         | 2301/33666 [01:26<19:42, 26.52it/s, loss=3.99, v_num=0]
    Epoch 1:   7%|▋         | 2302/33666 [01:26<19:42, 26.52it/s, loss=3.99, v_num=0]
    Epoch 1:   7%|▋         | 2302/33666 [01:26<19:42, 26.52it/s, loss=3.96, v_num=0]
    Epoch 1:   7%|▋         | 2303/33666 [01:26<19:42, 26.52it/s, loss=3.96, v_num=0]
    Epoch 1:   7%|▋         | 2303/33666 [01:26<19:42, 26.52it/s, loss=3.94, v_num=0]
    Epoch 1:   7%|▋         | 2304/33666 [01:26<19:42, 26.52it/s, loss=3.94, v_num=0]
    Epoch 1:   7%|▋         | 2304/33666 [01:26<19:42, 26.52it/s, loss=3.94, v_num=0]
    Epoch 1:   7%|▋         | 2305/33666 [01:26<19:42, 26.52it/s, loss=3.94, v_num=0]
    Epoch 1:   7%|▋         | 2305/33666 [01:26<19:42, 26.52it/s, loss=3.98, v_num=0]
    Epoch 1:   7%|▋         | 2306/33666 [01:26<19:42, 26.52it/s, loss=3.98, v_num=0]
    Epoch 1:   7%|▋         | 2306/33666 [01:26<19:42, 26.52it/s, loss=4.01, v_num=0]
    Epoch 1:   7%|▋         | 2307/33666 [01:27<19:42, 26.52it/s, loss=4.01, v_num=0]
    Epoch 1:   7%|▋         | 2307/33666 [01:27<19:42, 26.51it/s, loss=4.02, v_num=0]
    Epoch 1:   7%|▋         | 2308/33666 [01:27<19:42, 26.52it/s, loss=4.02, v_num=0]
    Epoch 1:   7%|▋         | 2308/33666 [01:27<19:42, 26.51it/s, loss=4.01, v_num=0]
    Epoch 1:   7%|▋         | 2309/33666 [01:27<19:42, 26.51it/s, loss=4.01, v_num=0]
    Epoch 1:   7%|▋         | 2309/33666 [01:27<19:42, 26.51it/s, loss=4, v_num=0]   
    Epoch 1:   7%|▋         | 2310/33666 [01:27<19:42, 26.51it/s, loss=4, v_num=0]
    Epoch 1:   7%|▋         | 2310/33666 [01:27<19:42, 26.51it/s, loss=3.96, v_num=0]
    Epoch 1:   7%|▋         | 2311/33666 [01:27<19:42, 26.51it/s, loss=3.96, v_num=0]
    Epoch 1:   7%|▋         | 2311/33666 [01:27<19:42, 26.51it/s, loss=3.94, v_num=0]
    Epoch 1:   7%|▋         | 2312/33666 [01:27<19:42, 26.51it/s, loss=3.94, v_num=0]
    Epoch 1:   7%|▋         | 2312/33666 [01:27<19:42, 26.51it/s, loss=3.88, v_num=0]
    Epoch 1:   7%|▋         | 2313/33666 [01:27<19:42, 26.51it/s, loss=3.88, v_num=0]
    Epoch 1:   7%|▋         | 2313/33666 [01:27<19:42, 26.51it/s, loss=3.86, v_num=0]
    Epoch 1:   7%|▋         | 2314/33666 [01:27<19:42, 26.51it/s, loss=3.86, v_num=0]
    Epoch 1:   7%|▋         | 2314/33666 [01:27<19:42, 26.51it/s, loss=3.82, v_num=0]
    Epoch 1:   7%|▋         | 2315/33666 [01:27<19:42, 26.51it/s, loss=3.82, v_num=0]
    Epoch 1:   7%|▋         | 2315/33666 [01:27<19:42, 26.51it/s, loss=3.87, v_num=0]
    Epoch 1:   7%|▋         | 2316/33666 [01:27<19:42, 26.51it/s, loss=3.87, v_num=0]
    Epoch 1:   7%|▋         | 2316/33666 [01:27<19:42, 26.51it/s, loss=3.94, v_num=0]
    Epoch 1:   7%|▋         | 2317/33666 [01:27<19:42, 26.51it/s, loss=3.94, v_num=0]
    Epoch 1:   7%|▋         | 2317/33666 [01:27<19:42, 26.51it/s, loss=3.92, v_num=0]
    Epoch 1:   7%|▋         | 2318/33666 [01:27<19:42, 26.50it/s, loss=3.92, v_num=0]
    Epoch 1:   7%|▋         | 2318/33666 [01:27<19:42, 26.50it/s, loss=3.96, v_num=0]
    Epoch 1:   7%|▋         | 2319/33666 [01:27<19:42, 26.50it/s, loss=3.96, v_num=0]
    Epoch 1:   7%|▋         | 2319/33666 [01:27<19:42, 26.50it/s, loss=3.99, v_num=0]
    Epoch 1:   7%|▋         | 2320/33666 [01:27<19:42, 26.50it/s, loss=3.99, v_num=0]
    Epoch 1:   7%|▋         | 2320/33666 [01:27<19:42, 26.50it/s, loss=3.98, v_num=0]
    Epoch 1:   7%|▋         | 2321/33666 [01:27<19:42, 26.50it/s, loss=3.98, v_num=0]
    Epoch 1:   7%|▋         | 2321/33666 [01:27<19:42, 26.50it/s, loss=3.97, v_num=0]
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    Epoch 1:   7%|▋         | 2328/33666 [01:27<19:42, 26.50it/s, loss=3.96, v_num=0]
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    Epoch 1:   7%|▋         | 2329/33666 [01:27<19:42, 26.49it/s, loss=3.92, v_num=0]
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    Epoch 1:   7%|▋         | 2330/33666 [01:27<19:42, 26.49it/s, loss=3.88, v_num=0]
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    Epoch 1:   7%|▋         | 2331/33666 [01:27<19:42, 26.49it/s, loss=3.93, v_num=0]
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    Epoch 1:   7%|▋         | 2335/33666 [01:28<19:42, 26.49it/s, loss=3.96, v_num=0]
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    Epoch 1:   7%|▋         | 2337/33666 [01:28<19:42, 26.48it/s, loss=3.89, v_num=0]
    Epoch 1:   7%|▋         | 2337/33666 [01:28<19:42, 26.48it/s, loss=3.89, v_num=0]
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    Epoch 1:   7%|▋         | 2340/33666 [01:28<19:42, 26.48it/s, loss=3.84, v_num=0]
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    Epoch 1:   7%|▋         | 2341/33666 [01:28<19:42, 26.48it/s, loss=3.85, v_num=0]
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    Epoch 1:   7%|▋         | 2343/33666 [01:28<19:42, 26.48it/s, loss=3.97, v_num=0]
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    Epoch 1:   7%|▋         | 2345/33666 [01:28<19:42, 26.48it/s, loss=4.04, v_num=0]
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    Epoch 1:   7%|▋         | 2346/33666 [01:28<19:42, 26.48it/s, loss=3.97, v_num=0]
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    Epoch 1:   7%|▋         | 2347/33666 [01:28<19:42, 26.48it/s, loss=4, v_num=0]   
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    Epoch 1:   7%|▋         | 2348/33666 [01:28<19:42, 26.48it/s, loss=4.01, v_num=0]
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    Epoch 1:   7%|▋         | 2351/33666 [01:28<19:43, 26.47it/s, loss=4.14, v_num=0]
    Epoch 1:   7%|▋         | 2351/33666 [01:28<19:43, 26.47it/s, loss=4.07, v_num=0]
    Epoch 1:   7%|▋         | 2352/33666 [01:28<19:43, 26.47it/s, loss=4.07, v_num=0]
    Epoch 1:   7%|▋         | 2352/33666 [01:28<19:43, 26.47it/s, loss=4.21, v_num=0]
    Epoch 1:   7%|▋         | 2353/33666 [01:28<19:43, 26.47it/s, loss=4.21, v_num=0]
    Epoch 1:   7%|▋         | 2353/33666 [01:28<19:43, 26.47it/s, loss=4.21, v_num=0]
    Epoch 1:   7%|▋         | 2354/33666 [01:28<19:43, 26.47it/s, loss=4.21, v_num=0]
    Epoch 1:   7%|▋         | 2354/33666 [01:28<19:43, 26.47it/s, loss=4.16, v_num=0]
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    Epoch 1:   7%|▋         | 2355/33666 [01:28<19:43, 26.47it/s, loss=4.15, v_num=0]
    Epoch 1:   7%|▋         | 2356/33666 [01:29<19:42, 26.47it/s, loss=4.15, v_num=0]
    Epoch 1:   7%|▋         | 2356/33666 [01:29<19:42, 26.47it/s, loss=4.17, v_num=0]
    Epoch 1:   7%|▋         | 2357/33666 [01:29<19:42, 26.47it/s, loss=4.17, v_num=0]
    Epoch 1:   7%|▋         | 2357/33666 [01:29<19:43, 26.47it/s, loss=4.21, v_num=0]
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    Epoch 1:   7%|▋         | 2358/33666 [01:29<19:43, 26.46it/s, loss=4.22, v_num=0]
    Epoch 1:   7%|▋         | 2359/33666 [01:29<19:43, 26.46it/s, loss=4.22, v_num=0]
    Epoch 1:   7%|▋         | 2359/33666 [01:29<19:43, 26.46it/s, loss=4.17, v_num=0]
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    Epoch 1:   7%|▋         | 2360/33666 [01:29<19:42, 26.46it/s, loss=4.17, v_num=0]
    Epoch 1:   7%|▋         | 2361/33666 [01:29<19:43, 26.46it/s, loss=4.17, v_num=0]
    Epoch 1:   7%|▋         | 2361/33666 [01:29<19:43, 26.46it/s, loss=4.17, v_num=0]
    Epoch 1:   7%|▋         | 2362/33666 [01:29<19:42, 26.46it/s, loss=4.17, v_num=0]
    Epoch 1:   7%|▋         | 2362/33666 [01:29<19:42, 26.46it/s, loss=4.11, v_num=0]
    Epoch 1:   7%|▋         | 2363/33666 [01:29<19:42, 26.46it/s, loss=4.11, v_num=0]
    Epoch 1:   7%|▋         | 2363/33666 [01:29<19:42, 26.46it/s, loss=4.08, v_num=0]
    Epoch 1:   7%|▋         | 2364/33666 [01:29<19:42, 26.46it/s, loss=4.08, v_num=0]
    Epoch 1:   7%|▋         | 2364/33666 [01:29<19:42, 26.46it/s, loss=4.05, v_num=0]
    Epoch 1:   7%|▋         | 2365/33666 [01:29<19:42, 26.46it/s, loss=4.05, v_num=0]
    Epoch 1:   7%|▋         | 2365/33666 [01:29<19:42, 26.46it/s, loss=4.03, v_num=0]
    Epoch 1:   7%|▋         | 2366/33666 [01:29<19:42, 26.46it/s, loss=4.03, v_num=0]
    Epoch 1:   7%|▋         | 2366/33666 [01:29<19:42, 26.46it/s, loss=4.13, v_num=0]
    Epoch 1:   7%|▋         | 2367/33666 [01:29<19:42, 26.46it/s, loss=4.13, v_num=0]
    Epoch 1:   7%|▋         | 2367/33666 [01:29<19:42, 26.46it/s, loss=4.09, v_num=0]
    Epoch 1:   7%|▋         | 2368/33666 [01:29<19:42, 26.46it/s, loss=4.09, v_num=0]
    Epoch 1:   7%|▋         | 2368/33666 [01:29<19:42, 26.46it/s, loss=4.09, v_num=0]
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    Epoch 1:   7%|▋         | 2369/33666 [01:29<19:42, 26.46it/s, loss=4.04, v_num=0]
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    Epoch 1:   7%|▋         | 2370/33666 [01:29<19:42, 26.46it/s, loss=4.01, v_num=0]
    Epoch 1:   7%|▋         | 2371/33666 [01:29<19:42, 26.46it/s, loss=4.01, v_num=0]
    Epoch 1:   7%|▋         | 2371/33666 [01:29<19:42, 26.46it/s, loss=4.02, v_num=0]
    Epoch 1:   7%|▋         | 2372/33666 [01:29<19:42, 26.46it/s, loss=4.02, v_num=0]
    Epoch 1:   7%|▋         | 2372/33666 [01:29<19:42, 26.46it/s, loss=3.93, v_num=0]
    Epoch 1:   7%|▋         | 2373/33666 [01:29<19:42, 26.46it/s, loss=3.93, v_num=0]
    Epoch 1:   7%|▋         | 2373/33666 [01:29<19:42, 26.46it/s, loss=3.88, v_num=0]
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    Epoch 1:   7%|▋         | 2374/33666 [01:29<19:42, 26.46it/s, loss=3.84, v_num=0]
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    Epoch 1:   7%|▋         | 2381/33666 [01:30<19:42, 26.45it/s, loss=3.82, v_num=0]
    Epoch 1:   7%|▋         | 2382/33666 [01:30<19:42, 26.45it/s, loss=3.82, v_num=0]
    Epoch 1:   7%|▋         | 2382/33666 [01:30<19:42, 26.45it/s, loss=3.81, v_num=0]
    Epoch 1:   7%|▋         | 2383/33666 [01:30<19:42, 26.44it/s, loss=3.81, v_num=0]
    Epoch 1:   7%|▋         | 2383/33666 [01:30<19:42, 26.44it/s, loss=3.8, v_num=0] 
    Epoch 1:   7%|▋         | 2384/33666 [01:30<19:43, 26.44it/s, loss=3.8, v_num=0]
    Epoch 1:   7%|▋         | 2384/33666 [01:30<19:43, 26.44it/s, loss=3.81, v_num=0]
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    Epoch 1:   7%|▋         | 2385/33666 [01:30<19:42, 26.44it/s, loss=3.8, v_num=0] 
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    Epoch 1:   7%|▋         | 2387/33666 [01:30<19:42, 26.44it/s, loss=3.73, v_num=0]
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    Epoch 1:   7%|▋         | 2391/33666 [01:30<19:43, 26.44it/s, loss=3.82, v_num=0]
    Epoch 1:   7%|▋         | 2392/33666 [01:30<19:43, 26.44it/s, loss=3.82, v_num=0]
    Epoch 1:   7%|▋         | 2392/33666 [01:30<19:43, 26.44it/s, loss=3.82, v_num=0]
    Epoch 1:   7%|▋         | 2393/33666 [01:30<19:43, 26.43it/s, loss=3.82, v_num=0]
    Epoch 1:   7%|▋         | 2393/33666 [01:30<19:43, 26.43it/s, loss=3.83, v_num=0]
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    Epoch 1:   7%|▋         | 2397/33666 [01:30<19:43, 26.43it/s, loss=4.06, v_num=0]
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    Epoch 1:   7%|▋         | 2398/33666 [01:30<19:43, 26.43it/s, loss=4.05, v_num=0]
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    Epoch 1:   7%|▋         | 2401/33666 [01:30<19:43, 26.43it/s, loss=4.11, v_num=0]
    Epoch 1:   7%|▋         | 2401/33666 [01:30<19:43, 26.43it/s, loss=4.07, v_num=0]
    Epoch 1:   7%|▋         | 2402/33666 [01:30<19:42, 26.43it/s, loss=4.07, v_num=0]
    Epoch 1:   7%|▋         | 2402/33666 [01:30<19:42, 26.43it/s, loss=4.07, v_num=0]
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    Epoch 1:   7%|▋         | 2403/33666 [01:30<19:42, 26.43it/s, loss=4.09, v_num=0]
    Epoch 1:   7%|▋         | 2404/33666 [01:30<19:42, 26.43it/s, loss=4.09, v_num=0]
    Epoch 1:   7%|▋         | 2404/33666 [01:30<19:42, 26.43it/s, loss=4.1, v_num=0] 
    Epoch 1:   7%|▋         | 2405/33666 [01:30<19:42, 26.43it/s, loss=4.1, v_num=0]
    Epoch 1:   7%|▋         | 2405/33666 [01:30<19:42, 26.43it/s, loss=4.13, v_num=0]
    Epoch 1:   7%|▋         | 2406/33666 [01:31<19:42, 26.43it/s, loss=4.13, v_num=0]
    Epoch 1:   7%|▋         | 2406/33666 [01:31<19:42, 26.43it/s, loss=4.12, v_num=0]
    Epoch 1:   7%|▋         | 2407/33666 [01:31<19:42, 26.43it/s, loss=4.12, v_num=0]
    Epoch 1:   7%|▋         | 2407/33666 [01:31<19:42, 26.43it/s, loss=4.16, v_num=0]
    Epoch 1:   7%|▋         | 2408/33666 [01:31<19:42, 26.43it/s, loss=4.16, v_num=0]
    Epoch 1:   7%|▋         | 2408/33666 [01:31<19:42, 26.43it/s, loss=4.12, v_num=0]
    Epoch 1:   7%|▋         | 2409/33666 [01:31<19:42, 26.43it/s, loss=4.12, v_num=0]
    Epoch 1:   7%|▋         | 2409/33666 [01:31<19:42, 26.43it/s, loss=4.14, v_num=0]
    Epoch 1:   7%|▋         | 2410/33666 [01:31<19:42, 26.43it/s, loss=4.14, v_num=0]
    Epoch 1:   7%|▋         | 2410/33666 [01:31<19:42, 26.43it/s, loss=4.1, v_num=0] 
    Epoch 1:   7%|▋         | 2411/33666 [01:31<19:42, 26.43it/s, loss=4.1, v_num=0]
    Epoch 1:   7%|▋         | 2411/33666 [01:31<19:42, 26.43it/s, loss=4.12, v_num=0]
    Epoch 1:   7%|▋         | 2412/33666 [01:31<19:42, 26.43it/s, loss=4.12, v_num=0]
    Epoch 1:   7%|▋         | 2412/33666 [01:31<19:42, 26.43it/s, loss=4.1, v_num=0] 
    Epoch 1:   7%|▋         | 2413/33666 [01:31<19:42, 26.43it/s, loss=4.1, v_num=0]
    Epoch 1:   7%|▋         | 2413/33666 [01:31<19:42, 26.43it/s, loss=4.17, v_num=0]
    Epoch 1:   7%|▋         | 2414/33666 [01:31<19:42, 26.43it/s, loss=4.17, v_num=0]
    Epoch 1:   7%|▋         | 2414/33666 [01:31<19:42, 26.43it/s, loss=4.13, v_num=0]
    Epoch 1:   7%|▋         | 2415/33666 [01:31<19:42, 26.43it/s, loss=4.13, v_num=0]
    Epoch 1:   7%|▋         | 2415/33666 [01:31<19:42, 26.43it/s, loss=4.11, v_num=0]
    Epoch 1:   7%|▋         | 2416/33666 [01:31<19:42, 26.43it/s, loss=4.11, v_num=0]
    Epoch 1:   7%|▋         | 2416/33666 [01:31<19:42, 26.43it/s, loss=4.1, v_num=0] 
    Epoch 1:   7%|▋         | 2417/33666 [01:31<19:42, 26.43it/s, loss=4.1, v_num=0]
    Epoch 1:   7%|▋         | 2417/33666 [01:31<19:42, 26.43it/s, loss=4.11, v_num=0]
    Epoch 1:   7%|▋         | 2418/33666 [01:31<19:42, 26.43it/s, loss=4.11, v_num=0]
    Epoch 1:   7%|▋         | 2418/33666 [01:31<19:42, 26.43it/s, loss=4.08, v_num=0]
    Epoch 1:   7%|▋         | 2419/33666 [01:31<19:42, 26.43it/s, loss=4.08, v_num=0]
    Epoch 1:   7%|▋         | 2419/33666 [01:31<19:42, 26.43it/s, loss=3.98, v_num=0]
    Epoch 1:   7%|▋         | 2420/33666 [01:31<19:42, 26.43it/s, loss=3.98, v_num=0]
    Epoch 1:   7%|▋         | 2420/33666 [01:31<19:42, 26.43it/s, loss=4.02, v_num=0]
    Epoch 1:   7%|▋         | 2421/33666 [01:31<19:42, 26.43it/s, loss=4.02, v_num=0]
    Epoch 1:   7%|▋         | 2421/33666 [01:31<19:42, 26.43it/s, loss=4.04, v_num=0]
    Epoch 1:   7%|▋         | 2422/33666 [01:31<19:42, 26.43it/s, loss=4.04, v_num=0]
    Epoch 1:   7%|▋         | 2422/33666 [01:31<19:42, 26.43it/s, loss=4.08, v_num=0]
    Epoch 1:   7%|▋         | 2423/33666 [01:31<19:42, 26.43it/s, loss=4.08, v_num=0]
    Epoch 1:   7%|▋         | 2423/33666 [01:31<19:42, 26.43it/s, loss=4.09, v_num=0]
    Epoch 1:   7%|▋         | 2424/33666 [01:31<19:42, 26.43it/s, loss=4.09, v_num=0]
    Epoch 1:   7%|▋         | 2424/33666 [01:31<19:42, 26.43it/s, loss=4.09, v_num=0]
    Epoch 1:   7%|▋         | 2425/33666 [01:31<19:42, 26.43it/s, loss=4.09, v_num=0]
    Epoch 1:   7%|▋         | 2425/33666 [01:31<19:42, 26.43it/s, loss=4.11, v_num=0]
    Epoch 1:   7%|▋         | 2426/33666 [01:31<19:42, 26.43it/s, loss=4.11, v_num=0]
    Epoch 1:   7%|▋         | 2426/33666 [01:31<19:42, 26.43it/s, loss=4.15, v_num=0]
    Epoch 1:   7%|▋         | 2427/33666 [01:31<19:42, 26.43it/s, loss=4.15, v_num=0]
    Epoch 1:   7%|▋         | 2427/33666 [01:31<19:42, 26.43it/s, loss=4.1, v_num=0] 
    Epoch 1:   7%|▋         | 2428/33666 [01:31<19:42, 26.43it/s, loss=4.1, v_num=0]
    Epoch 1:   7%|▋         | 2428/33666 [01:31<19:42, 26.43it/s, loss=4.05, v_num=0]
    Epoch 1:   7%|▋         | 2429/33666 [01:31<19:42, 26.43it/s, loss=4.05, v_num=0]
    Epoch 1:   7%|▋         | 2429/33666 [01:31<19:42, 26.43it/s, loss=4.05, v_num=0]
    Epoch 1:   7%|▋         | 2430/33666 [01:31<19:41, 26.43it/s, loss=4.05, v_num=0]
    Epoch 1:   7%|▋         | 2430/33666 [01:31<19:41, 26.43it/s, loss=4.08, v_num=0]
    Epoch 1:   7%|▋         | 2431/33666 [01:31<19:41, 26.43it/s, loss=4.08, v_num=0]
    Epoch 1:   7%|▋         | 2431/33666 [01:31<19:41, 26.43it/s, loss=4.08, v_num=0]
    Epoch 1:   7%|▋         | 2432/33666 [01:32<19:41, 26.43it/s, loss=4.08, v_num=0]
    Epoch 1:   7%|▋         | 2432/33666 [01:32<19:41, 26.43it/s, loss=4.11, v_num=0]
    Epoch 1:   7%|▋         | 2433/33666 [01:32<19:41, 26.43it/s, loss=4.11, v_num=0]
    Epoch 1:   7%|▋         | 2433/33666 [01:32<19:41, 26.43it/s, loss=4.09, v_num=0]
    Epoch 1:   7%|▋         | 2434/33666 [01:32<19:41, 26.43it/s, loss=4.09, v_num=0]
    Epoch 1:   7%|▋         | 2434/33666 [01:32<19:41, 26.43it/s, loss=4.17, v_num=0]
    Epoch 1:   7%|▋         | 2435/33666 [01:32<19:41, 26.43it/s, loss=4.17, v_num=0]
    Epoch 1:   7%|▋         | 2435/33666 [01:32<19:41, 26.43it/s, loss=4.15, v_num=0]
    Epoch 1:   7%|▋         | 2436/33666 [01:32<19:41, 26.43it/s, loss=4.15, v_num=0]
    Epoch 1:   7%|▋         | 2436/33666 [01:32<19:41, 26.43it/s, loss=4.18, v_num=0]
    Epoch 1:   7%|▋         | 2437/33666 [01:32<19:41, 26.43it/s, loss=4.18, v_num=0]
    Epoch 1:   7%|▋         | 2437/33666 [01:32<19:41, 26.43it/s, loss=4.14, v_num=0]
    Epoch 1:   7%|▋         | 2438/33666 [01:32<19:41, 26.43it/s, loss=4.14, v_num=0]
    Epoch 1:   7%|▋         | 2438/33666 [01:32<19:41, 26.43it/s, loss=4.2, v_num=0] 
    Epoch 1:   7%|▋         | 2439/33666 [01:32<19:41, 26.43it/s, loss=4.2, v_num=0]
    Epoch 1:   7%|▋         | 2439/33666 [01:32<19:41, 26.43it/s, loss=4.27, v_num=0]
    Epoch 1:   7%|▋         | 2440/33666 [01:32<19:41, 26.43it/s, loss=4.27, v_num=0]
    Epoch 1:   7%|▋         | 2440/33666 [01:32<19:41, 26.43it/s, loss=4.26, v_num=0]
    Epoch 1:   7%|▋         | 2441/33666 [01:32<19:41, 26.43it/s, loss=4.26, v_num=0]
    Epoch 1:   7%|▋         | 2441/33666 [01:32<19:41, 26.43it/s, loss=4.27, v_num=0]
    Epoch 1:   7%|▋         | 2442/33666 [01:32<19:41, 26.43it/s, loss=4.27, v_num=0]
    Epoch 1:   7%|▋         | 2442/33666 [01:32<19:41, 26.43it/s, loss=4.3, v_num=0] 
    Epoch 1:   7%|▋         | 2443/33666 [01:32<19:41, 26.43it/s, loss=4.3, v_num=0]
    Epoch 1:   7%|▋         | 2443/33666 [01:32<19:41, 26.42it/s, loss=4.32, v_num=0]
    Epoch 1:   7%|▋         | 2444/33666 [01:32<19:41, 26.43it/s, loss=4.32, v_num=0]
    Epoch 1:   7%|▋         | 2444/33666 [01:32<19:41, 26.43it/s, loss=4.37, v_num=0]
    Epoch 1:   7%|▋         | 2445/33666 [01:32<19:41, 26.43it/s, loss=4.37, v_num=0]
    Epoch 1:   7%|▋         | 2445/33666 [01:32<19:41, 26.43it/s, loss=4.34, v_num=0]
    Epoch 1:   7%|▋         | 2446/33666 [01:32<19:41, 26.43it/s, loss=4.34, v_num=0]
    Epoch 1:   7%|▋         | 2446/33666 [01:32<19:41, 26.43it/s, loss=4.29, v_num=0]
    Epoch 1:   7%|▋         | 2447/33666 [01:32<19:41, 26.43it/s, loss=4.29, v_num=0]
    Epoch 1:   7%|▋         | 2447/33666 [01:32<19:41, 26.43it/s, loss=4.36, v_num=0]
    Epoch 1:   7%|▋         | 2448/33666 [01:32<19:41, 26.43it/s, loss=4.36, v_num=0]
    Epoch 1:   7%|▋         | 2448/33666 [01:32<19:41, 26.43it/s, loss=4.39, v_num=0]
    Epoch 1:   7%|▋         | 2449/33666 [01:32<19:41, 26.42it/s, loss=4.39, v_num=0]
    Epoch 1:   7%|▋         | 2449/33666 [01:32<19:41, 26.42it/s, loss=4.37, v_num=0]
    Epoch 1:   7%|▋         | 2450/33666 [01:32<19:41, 26.42it/s, loss=4.37, v_num=0]
    Epoch 1:   7%|▋         | 2450/33666 [01:32<19:41, 26.42it/s, loss=4.31, v_num=0]
    Epoch 1:   7%|▋         | 2451/33666 [01:32<19:41, 26.42it/s, loss=4.31, v_num=0]
    Epoch 1:   7%|▋         | 2451/33666 [01:32<19:41, 26.42it/s, loss=4.34, v_num=0]
    Epoch 1:   7%|▋         | 2452/33666 [01:32<19:41, 26.42it/s, loss=4.34, v_num=0]
    Epoch 1:   7%|▋         | 2452/33666 [01:32<19:41, 26.42it/s, loss=4.34, v_num=0]
    Epoch 1:   7%|▋         | 2453/33666 [01:32<19:41, 26.42it/s, loss=4.34, v_num=0]
    Epoch 1:   7%|▋         | 2453/33666 [01:32<19:41, 26.42it/s, loss=4.33, v_num=0]
    Epoch 1:   7%|▋         | 2454/33666 [01:32<19:41, 26.42it/s, loss=4.33, v_num=0]
    Epoch 1:   7%|▋         | 2454/33666 [01:32<19:41, 26.42it/s, loss=4.26, v_num=0]
    Epoch 1:   7%|▋         | 2455/33666 [01:32<19:41, 26.42it/s, loss=4.26, v_num=0]
    Epoch 1:   7%|▋         | 2455/33666 [01:32<19:41, 26.42it/s, loss=4.25, v_num=0]
    Epoch 1:   7%|▋         | 2456/33666 [01:32<19:41, 26.42it/s, loss=4.25, v_num=0]
    Epoch 1:   7%|▋         | 2456/33666 [01:32<19:41, 26.42it/s, loss=4.19, v_num=0]
    Epoch 1:   7%|▋         | 2457/33666 [01:32<19:41, 26.42it/s, loss=4.19, v_num=0]
    Epoch 1:   7%|▋         | 2457/33666 [01:32<19:41, 26.42it/s, loss=4.18, v_num=0]
    Epoch 1:   7%|▋         | 2458/33666 [01:33<19:41, 26.42it/s, loss=4.18, v_num=0]
    Epoch 1:   7%|▋         | 2458/33666 [01:33<19:41, 26.42it/s, loss=4.14, v_num=0]
    Epoch 1:   7%|▋         | 2459/33666 [01:33<19:40, 26.42it/s, loss=4.14, v_num=0]
    Epoch 1:   7%|▋         | 2459/33666 [01:33<19:40, 26.42it/s, loss=4.11, v_num=0]
    Epoch 1:   7%|▋         | 2460/33666 [01:33<19:40, 26.43it/s, loss=4.11, v_num=0]
    Epoch 1:   7%|▋         | 2460/33666 [01:33<19:40, 26.43it/s, loss=4.13, v_num=0]
    Epoch 1:   7%|▋         | 2461/33666 [01:33<19:40, 26.43it/s, loss=4.13, v_num=0]
    Epoch 1:   7%|▋         | 2461/33666 [01:33<19:40, 26.43it/s, loss=4.16, v_num=0]
    Epoch 1:   7%|▋         | 2462/33666 [01:33<19:40, 26.42it/s, loss=4.16, v_num=0]
    Epoch 1:   7%|▋         | 2462/33666 [01:33<19:40, 26.42it/s, loss=4.1, v_num=0] 
    Epoch 1:   7%|▋         | 2463/33666 [01:33<19:40, 26.42it/s, loss=4.1, v_num=0]
    Epoch 1:   7%|▋         | 2463/33666 [01:33<19:40, 26.42it/s, loss=4.07, v_num=0]
    Epoch 1:   7%|▋         | 2464/33666 [01:33<19:40, 26.42it/s, loss=4.07, v_num=0]
    Epoch 1:   7%|▋         | 2464/33666 [01:33<19:40, 26.42it/s, loss=3.98, v_num=0]
    Epoch 1:   7%|▋         | 2465/33666 [01:33<19:40, 26.42it/s, loss=3.98, v_num=0]
    Epoch 1:   7%|▋         | 2465/33666 [01:33<19:40, 26.42it/s, loss=3.97, v_num=0]
    Epoch 1:   7%|▋         | 2466/33666 [01:33<19:40, 26.42it/s, loss=3.97, v_num=0]
    Epoch 1:   7%|▋         | 2466/33666 [01:33<19:40, 26.42it/s, loss=3.96, v_num=0]
    Epoch 1:   7%|▋         | 2467/33666 [01:33<19:40, 26.42it/s, loss=3.96, v_num=0]
    Epoch 1:   7%|▋         | 2467/33666 [01:33<19:40, 26.42it/s, loss=3.92, v_num=0]
    Epoch 1:   7%|▋         | 2468/33666 [01:33<19:40, 26.42it/s, loss=3.92, v_num=0]
    Epoch 1:   7%|▋         | 2468/33666 [01:33<19:40, 26.42it/s, loss=3.93, v_num=0]
    Epoch 1:   7%|▋         | 2469/33666 [01:33<19:40, 26.42it/s, loss=3.93, v_num=0]
    Epoch 1:   7%|▋         | 2469/33666 [01:33<19:40, 26.42it/s, loss=4, v_num=0]   
    Epoch 1:   7%|▋         | 2470/33666 [01:33<19:40, 26.42it/s, loss=4, v_num=0]
    Epoch 1:   7%|▋         | 2470/33666 [01:33<19:40, 26.42it/s, loss=4.1, v_num=0]
    Epoch 1:   7%|▋         | 2471/33666 [01:33<19:40, 26.42it/s, loss=4.1, v_num=0]
    Epoch 1:   7%|▋         | 2471/33666 [01:33<19:40, 26.42it/s, loss=4.09, v_num=0]
    Epoch 1:   7%|▋         | 2472/33666 [01:33<19:40, 26.42it/s, loss=4.09, v_num=0]
    Epoch 1:   7%|▋         | 2472/33666 [01:33<19:40, 26.42it/s, loss=4.04, v_num=0]
    Epoch 1:   7%|▋         | 2473/33666 [01:33<19:40, 26.42it/s, loss=4.04, v_num=0]
    Epoch 1:   7%|▋         | 2473/33666 [01:33<19:40, 26.42it/s, loss=4.01, v_num=0]
    Epoch 1:   7%|▋         | 2474/33666 [01:33<19:40, 26.42it/s, loss=4.01, v_num=0]
    Epoch 1:   7%|▋         | 2474/33666 [01:33<19:40, 26.42it/s, loss=4.02, v_num=0]
    Epoch 1:   7%|▋         | 2475/33666 [01:33<19:40, 26.42it/s, loss=4.02, v_num=0]
    Epoch 1:   7%|▋         | 2475/33666 [01:33<19:40, 26.42it/s, loss=4.07, v_num=0]
    Epoch 1:   7%|▋         | 2476/33666 [01:33<19:40, 26.42it/s, loss=4.07, v_num=0]
    Epoch 1:   7%|▋         | 2476/33666 [01:33<19:40, 26.42it/s, loss=4.14, v_num=0]
    Epoch 1:   7%|▋         | 2477/33666 [01:33<19:40, 26.42it/s, loss=4.14, v_num=0]
    Epoch 1:   7%|▋         | 2477/33666 [01:33<19:40, 26.42it/s, loss=4.15, v_num=0]
    Epoch 1:   7%|▋         | 2478/33666 [01:33<19:40, 26.42it/s, loss=4.15, v_num=0]
    Epoch 1:   7%|▋         | 2478/33666 [01:33<19:40, 26.42it/s, loss=4.18, v_num=0]
    Epoch 1:   7%|▋         | 2479/33666 [01:33<19:40, 26.42it/s, loss=4.18, v_num=0]
    Epoch 1:   7%|▋         | 2479/33666 [01:33<19:40, 26.42it/s, loss=4.18, v_num=0]
    Epoch 1:   7%|▋         | 2480/33666 [01:33<19:40, 26.42it/s, loss=4.18, v_num=0]
    Epoch 1:   7%|▋         | 2480/33666 [01:33<19:40, 26.42it/s, loss=4.18, v_num=0]
    Epoch 1:   7%|▋         | 2481/33666 [01:33<19:40, 26.42it/s, loss=4.18, v_num=0]
    Epoch 1:   7%|▋         | 2481/33666 [01:33<19:40, 26.42it/s, loss=4.16, v_num=0]
    Epoch 1:   7%|▋         | 2482/33666 [01:33<19:40, 26.42it/s, loss=4.16, v_num=0]
    Epoch 1:   7%|▋         | 2482/33666 [01:33<19:40, 26.42it/s, loss=4.17, v_num=0]
    Epoch 1:   7%|▋         | 2483/33666 [01:34<19:40, 26.41it/s, loss=4.17, v_num=0]
    Epoch 1:   7%|▋         | 2483/33666 [01:34<19:40, 26.41it/s, loss=4.12, v_num=0]
    Epoch 1:   7%|▋         | 2484/33666 [01:34<19:40, 26.41it/s, loss=4.12, v_num=0]
    Epoch 1:   7%|▋         | 2484/33666 [01:34<19:40, 26.41it/s, loss=4.15, v_num=0]
    Epoch 1:   7%|▋         | 2485/33666 [01:34<19:40, 26.41it/s, loss=4.15, v_num=0]
    Epoch 1:   7%|▋         | 2485/33666 [01:34<19:40, 26.41it/s, loss=4.17, v_num=0]
    Epoch 1:   7%|▋         | 2486/33666 [01:34<19:40, 26.41it/s, loss=4.17, v_num=0]
    Epoch 1:   7%|▋         | 2486/33666 [01:34<19:40, 26.41it/s, loss=4.2, v_num=0] 
    Epoch 1:   7%|▋         | 2487/33666 [01:34<19:40, 26.41it/s, loss=4.2, v_num=0]
    Epoch 1:   7%|▋         | 2487/33666 [01:34<19:40, 26.41it/s, loss=4.17, v_num=0]
    Epoch 1:   7%|▋         | 2488/33666 [01:34<19:40, 26.41it/s, loss=4.17, v_num=0]
    Epoch 1:   7%|▋         | 2488/33666 [01:34<19:40, 26.41it/s, loss=4.18, v_num=0]
    Epoch 1:   7%|▋         | 2489/33666 [01:34<19:40, 26.41it/s, loss=4.18, v_num=0]
    Epoch 1:   7%|▋         | 2489/33666 [01:34<19:40, 26.41it/s, loss=4.16, v_num=0]
    Epoch 1:   7%|▋         | 2490/33666 [01:34<19:40, 26.41it/s, loss=4.16, v_num=0]
    Epoch 1:   7%|▋         | 2490/33666 [01:34<19:40, 26.41it/s, loss=4.11, v_num=0]
    Epoch 1:   7%|▋         | 2491/33666 [01:34<19:40, 26.41it/s, loss=4.11, v_num=0]
    Epoch 1:   7%|▋         | 2491/33666 [01:34<19:40, 26.41it/s, loss=4.05, v_num=0]
    Epoch 1:   7%|▋         | 2492/33666 [01:34<19:40, 26.41it/s, loss=4.05, v_num=0]
    Epoch 1:   7%|▋         | 2492/33666 [01:34<19:40, 26.41it/s, loss=4.05, v_num=0]
    Epoch 1:   7%|▋         | 2493/33666 [01:34<19:40, 26.41it/s, loss=4.05, v_num=0]
    Epoch 1:   7%|▋         | 2493/33666 [01:34<19:40, 26.41it/s, loss=4.05, v_num=0]
    Epoch 1:   7%|▋         | 2494/33666 [01:34<19:40, 26.41it/s, loss=4.05, v_num=0]
    Epoch 1:   7%|▋         | 2494/33666 [01:34<19:40, 26.41it/s, loss=4.07, v_num=0]
    Epoch 1:   7%|▋         | 2495/33666 [01:34<19:40, 26.41it/s, loss=4.07, v_num=0]
    Epoch 1:   7%|▋         | 2495/33666 [01:34<19:40, 26.41it/s, loss=4, v_num=0]   
    Epoch 1:   7%|▋         | 2496/33666 [01:34<19:40, 26.41it/s, loss=4, v_num=0]
    Epoch 1:   7%|▋         | 2496/33666 [01:34<19:40, 26.41it/s, loss=3.96, v_num=0]
    Epoch 1:   7%|▋         | 2497/33666 [01:34<19:40, 26.41it/s, loss=3.96, v_num=0]
    Epoch 1:   7%|▋         | 2497/33666 [01:34<19:40, 26.41it/s, loss=3.97, v_num=0]
    Epoch 1:   7%|▋         | 2498/33666 [01:34<19:40, 26.41it/s, loss=3.97, v_num=0]
    Epoch 1:   7%|▋         | 2498/33666 [01:34<19:40, 26.41it/s, loss=3.96, v_num=0]
    Epoch 1:   7%|▋         | 2499/33666 [01:34<19:40, 26.41it/s, loss=3.96, v_num=0]
    Epoch 1:   7%|▋         | 2499/33666 [01:34<19:40, 26.41it/s, loss=3.99, v_num=0]
    Epoch 1:   7%|▋         | 2500/33666 [01:34<19:40, 26.41it/s, loss=3.99, v_num=0]
    Epoch 1:   7%|▋         | 2500/33666 [01:34<19:40, 26.41it/s, loss=3.96, v_num=0]
    Epoch 1:   7%|▋         | 2501/33666 [01:34<19:40, 26.40it/s, loss=3.96, v_num=0]
    Epoch 1:   7%|▋         | 2501/33666 [01:34<19:40, 26.40it/s, loss=3.94, v_num=0]
    Epoch 1:   7%|▋         | 2502/33666 [01:34<19:40, 26.40it/s, loss=3.94, v_num=0]
    Epoch 1:   7%|▋         | 2502/33666 [01:34<19:40, 26.40it/s, loss=3.93, v_num=0]
    Epoch 1:   7%|▋         | 2503/33666 [01:34<19:40, 26.40it/s, loss=3.93, v_num=0]
    Epoch 1:   7%|▋         | 2503/33666 [01:34<19:40, 26.40it/s, loss=3.99, v_num=0]
    Epoch 1:   7%|▋         | 2504/33666 [01:34<19:40, 26.40it/s, loss=3.99, v_num=0]
    Epoch 1:   7%|▋         | 2504/33666 [01:34<19:40, 26.40it/s, loss=4, v_num=0]   
    Epoch 1:   7%|▋         | 2505/33666 [01:34<19:40, 26.40it/s, loss=4, v_num=0]
    Epoch 1:   7%|▋         | 2505/33666 [01:34<19:40, 26.40it/s, loss=4.04, v_num=0]
    Epoch 1:   7%|▋         | 2506/33666 [01:34<19:40, 26.40it/s, loss=4.04, v_num=0]
    Epoch 1:   7%|▋         | 2506/33666 [01:34<19:40, 26.40it/s, loss=4.03, v_num=0]
    Epoch 1:   7%|▋         | 2507/33666 [01:34<19:40, 26.40it/s, loss=4.03, v_num=0]
    Epoch 1:   7%|▋         | 2507/33666 [01:34<19:40, 26.40it/s, loss=4.06, v_num=0]
    Epoch 1:   7%|▋         | 2508/33666 [01:34<19:40, 26.40it/s, loss=4.06, v_num=0]
    Epoch 1:   7%|▋         | 2508/33666 [01:34<19:40, 26.40it/s, loss=4.04, v_num=0]
    Epoch 1:   7%|▋         | 2509/33666 [01:35<19:39, 26.41it/s, loss=4.04, v_num=0]
    Epoch 1:   7%|▋         | 2509/33666 [01:35<19:39, 26.41it/s, loss=3.99, v_num=0]
    Epoch 1:   7%|▋         | 2510/33666 [01:35<19:39, 26.41it/s, loss=3.99, v_num=0]
    Epoch 1:   7%|▋         | 2510/33666 [01:35<19:39, 26.41it/s, loss=4.02, v_num=0]
    Epoch 1:   7%|▋         | 2511/33666 [01:35<19:39, 26.41it/s, loss=4.02, v_num=0]
    Epoch 1:   7%|▋         | 2511/33666 [01:35<19:39, 26.41it/s, loss=4.04, v_num=0]
    Epoch 1:   7%|▋         | 2512/33666 [01:35<19:39, 26.41it/s, loss=4.04, v_num=0]
    Epoch 1:   7%|▋         | 2512/33666 [01:35<19:39, 26.41it/s, loss=4.06, v_num=0]
    Epoch 1:   7%|▋         | 2513/33666 [01:35<19:39, 26.41it/s, loss=4.06, v_num=0]
    Epoch 1:   7%|▋         | 2513/33666 [01:35<19:39, 26.41it/s, loss=4.08, v_num=0]
    Epoch 1:   7%|▋         | 2514/33666 [01:35<19:39, 26.41it/s, loss=4.08, v_num=0]
    Epoch 1:   7%|▋         | 2514/33666 [01:35<19:39, 26.41it/s, loss=4.04, v_num=0]
    Epoch 1:   7%|▋         | 2515/33666 [01:35<19:39, 26.41it/s, loss=4.04, v_num=0]
    Epoch 1:   7%|▋         | 2515/33666 [01:35<19:39, 26.41it/s, loss=4.12, v_num=0]
    Epoch 1:   7%|▋         | 2516/33666 [01:35<19:39, 26.41it/s, loss=4.12, v_num=0]
    Epoch 1:   7%|▋         | 2516/33666 [01:35<19:39, 26.41it/s, loss=4.14, v_num=0]
    Epoch 1:   7%|▋         | 2517/33666 [01:35<19:39, 26.40it/s, loss=4.14, v_num=0]
    Epoch 1:   7%|▋         | 2517/33666 [01:35<19:39, 26.40it/s, loss=4.15, v_num=0]
    Epoch 1:   7%|▋         | 2518/33666 [01:35<19:39, 26.40it/s, loss=4.15, v_num=0]
    Epoch 1:   7%|▋         | 2518/33666 [01:35<19:39, 26.40it/s, loss=4.05, v_num=0]
    Epoch 1:   7%|▋         | 2519/33666 [01:35<19:39, 26.40it/s, loss=4.05, v_num=0]
    Epoch 1:   7%|▋         | 2519/33666 [01:35<19:39, 26.40it/s, loss=4.12, v_num=0]
    Epoch 1:   7%|▋         | 2520/33666 [01:35<19:39, 26.40it/s, loss=4.12, v_num=0]
    Epoch 1:   7%|▋         | 2520/33666 [01:35<19:39, 26.40it/s, loss=4.19, v_num=0]
    Epoch 1:   7%|▋         | 2521/33666 [01:35<19:39, 26.40it/s, loss=4.19, v_num=0]
    Epoch 1:   7%|▋         | 2521/33666 [01:35<19:39, 26.40it/s, loss=4.23, v_num=0]
    Epoch 1:   7%|▋         | 2522/33666 [01:35<19:39, 26.40it/s, loss=4.23, v_num=0]
    Epoch 1:   7%|▋         | 2522/33666 [01:35<19:39, 26.40it/s, loss=4.23, v_num=0]
    Epoch 1:   7%|▋         | 2523/33666 [01:35<19:39, 26.40it/s, loss=4.23, v_num=0]
    Epoch 1:   7%|▋         | 2523/33666 [01:35<19:39, 26.40it/s, loss=4.19, v_num=0]
    Epoch 1:   7%|▋         | 2524/33666 [01:35<19:39, 26.40it/s, loss=4.19, v_num=0]
    Epoch 1:   7%|▋         | 2524/33666 [01:35<19:39, 26.40it/s, loss=4.25, v_num=0]
    Epoch 1:   8%|▊         | 2525/33666 [01:35<19:39, 26.40it/s, loss=4.25, v_num=0]
    Epoch 1:   8%|▊         | 2525/33666 [01:35<19:39, 26.40it/s, loss=4.21, v_num=0]
    Epoch 1:   8%|▊         | 2526/33666 [01:35<19:39, 26.40it/s, loss=4.21, v_num=0]
    Epoch 1:   8%|▊         | 2526/33666 [01:35<19:39, 26.40it/s, loss=4.2, v_num=0] 
    Epoch 1:   8%|▊         | 2527/33666 [01:35<19:39, 26.40it/s, loss=4.2, v_num=0]
    Epoch 1:   8%|▊         | 2527/33666 [01:35<19:39, 26.40it/s, loss=4.24, v_num=0]
    Epoch 1:   8%|▊         | 2528/33666 [01:35<19:39, 26.40it/s, loss=4.24, v_num=0]
    Epoch 1:   8%|▊         | 2528/33666 [01:35<19:39, 26.40it/s, loss=4.24, v_num=0]
    Epoch 1:   8%|▊         | 2529/33666 [01:35<19:39, 26.40it/s, loss=4.24, v_num=0]
    Epoch 1:   8%|▊         | 2529/33666 [01:35<19:39, 26.40it/s, loss=4.28, v_num=0]
    Epoch 1:   8%|▊         | 2530/33666 [01:35<19:39, 26.40it/s, loss=4.28, v_num=0]
    Epoch 1:   8%|▊         | 2530/33666 [01:35<19:39, 26.40it/s, loss=4.25, v_num=0]
    Epoch 1:   8%|▊         | 2531/33666 [01:35<19:39, 26.40it/s, loss=4.25, v_num=0]
    Epoch 1:   8%|▊         | 2531/33666 [01:35<19:39, 26.40it/s, loss=4.26, v_num=0]
    Epoch 1:   8%|▊         | 2532/33666 [01:35<19:39, 26.40it/s, loss=4.26, v_num=0]
    Epoch 1:   8%|▊         | 2532/33666 [01:35<19:39, 26.40it/s, loss=4.3, v_num=0] 
    Epoch 1:   8%|▊         | 2533/33666 [01:35<19:39, 26.40it/s, loss=4.3, v_num=0]
    Epoch 1:   8%|▊         | 2533/33666 [01:35<19:39, 26.40it/s, loss=4.27, v_num=0]
    Epoch 1:   8%|▊         | 2534/33666 [01:35<19:39, 26.40it/s, loss=4.27, v_num=0]
    Epoch 1:   8%|▊         | 2534/33666 [01:35<19:39, 26.40it/s, loss=4.3, v_num=0] 
    Epoch 1:   8%|▊         | 2535/33666 [01:36<19:39, 26.40it/s, loss=4.3, v_num=0]
    Epoch 1:   8%|▊         | 2535/33666 [01:36<19:39, 26.40it/s, loss=4.24, v_num=0]
    Epoch 1:   8%|▊         | 2536/33666 [01:36<19:39, 26.40it/s, loss=4.24, v_num=0]
    Epoch 1:   8%|▊         | 2536/33666 [01:36<19:39, 26.40it/s, loss=4.19, v_num=0]
    Epoch 1:   8%|▊         | 2537/33666 [01:36<19:39, 26.40it/s, loss=4.19, v_num=0]
    Epoch 1:   8%|▊         | 2537/33666 [01:36<19:39, 26.40it/s, loss=4.2, v_num=0] 
    Epoch 1:   8%|▊         | 2538/33666 [01:36<19:39, 26.40it/s, loss=4.2, v_num=0]
    Epoch 1:   8%|▊         | 2538/33666 [01:36<19:39, 26.40it/s, loss=4.26, v_num=0]
    Epoch 1:   8%|▊         | 2539/33666 [01:36<19:39, 26.40it/s, loss=4.26, v_num=0]
    Epoch 1:   8%|▊         | 2539/33666 [01:36<19:39, 26.40it/s, loss=4.24, v_num=0]
    Epoch 1:   8%|▊         | 2540/33666 [01:36<19:38, 26.40it/s, loss=4.24, v_num=0]
    Epoch 1:   8%|▊         | 2540/33666 [01:36<19:38, 26.40it/s, loss=4.19, v_num=0]
    Epoch 1:   8%|▊         | 2541/33666 [01:36<19:38, 26.40it/s, loss=4.19, v_num=0]
    Epoch 1:   8%|▊         | 2541/33666 [01:36<19:38, 26.40it/s, loss=4.15, v_num=0]
    Epoch 1:   8%|▊         | 2542/33666 [01:36<19:38, 26.40it/s, loss=4.15, v_num=0]
    Epoch 1:   8%|▊         | 2542/33666 [01:36<19:38, 26.40it/s, loss=4.11, v_num=0]
    Epoch 1:   8%|▊         | 2543/33666 [01:36<19:38, 26.40it/s, loss=4.11, v_num=0]
    Epoch 1:   8%|▊         | 2543/33666 [01:36<19:38, 26.40it/s, loss=4.12, v_num=0]
    Epoch 1:   8%|▊         | 2544/33666 [01:36<19:38, 26.40it/s, loss=4.12, v_num=0]
    Epoch 1:   8%|▊         | 2544/33666 [01:36<19:38, 26.40it/s, loss=4.05, v_num=0]
    Epoch 1:   8%|▊         | 2545/33666 [01:36<19:38, 26.40it/s, loss=4.05, v_num=0]
    Epoch 1:   8%|▊         | 2545/33666 [01:36<19:38, 26.40it/s, loss=4, v_num=0]   
    Epoch 1:   8%|▊         | 2546/33666 [01:36<19:38, 26.40it/s, loss=4, v_num=0]
    Epoch 1:   8%|▊         | 2546/33666 [01:36<19:38, 26.40it/s, loss=4.03, v_num=0]
    Epoch 1:   8%|▊         | 2547/33666 [01:36<19:38, 26.40it/s, loss=4.03, v_num=0]
    Epoch 1:   8%|▊         | 2547/33666 [01:36<19:38, 26.40it/s, loss=4.01, v_num=0]
    Epoch 1:   8%|▊         | 2548/33666 [01:36<19:38, 26.40it/s, loss=4.01, v_num=0]
    Epoch 1:   8%|▊         | 2548/33666 [01:36<19:38, 26.40it/s, loss=4, v_num=0]   
    Epoch 1:   8%|▊         | 2549/33666 [01:36<19:38, 26.40it/s, loss=4, v_num=0]
    Epoch 1:   8%|▊         | 2549/33666 [01:36<19:38, 26.40it/s, loss=4.02, v_num=0]
    Epoch 1:   8%|▊         | 2550/33666 [01:36<19:38, 26.41it/s, loss=4.02, v_num=0]
    Epoch 1:   8%|▊         | 2550/33666 [01:36<19:38, 26.41it/s, loss=4.04, v_num=0]
    Epoch 1:   8%|▊         | 2551/33666 [01:36<19:38, 26.41it/s, loss=4.04, v_num=0]
    Epoch 1:   8%|▊         | 2551/33666 [01:36<19:38, 26.41it/s, loss=4, v_num=0]   
    Epoch 1:   8%|▊         | 2552/33666 [01:36<19:38, 26.41it/s, loss=4, v_num=0]
    Epoch 1:   8%|▊         | 2552/33666 [01:36<19:38, 26.41it/s, loss=3.96, v_num=0]
    Epoch 1:   8%|▊         | 2553/33666 [01:36<19:38, 26.41it/s, loss=3.96, v_num=0]
    Epoch 1:   8%|▊         | 2553/33666 [01:36<19:38, 26.41it/s, loss=3.93, v_num=0]
    Epoch 1:   8%|▊         | 2554/33666 [01:36<19:38, 26.41it/s, loss=3.93, v_num=0]
    Epoch 1:   8%|▊         | 2554/33666 [01:36<19:38, 26.41it/s, loss=3.93, v_num=0]
    Epoch 1:   8%|▊         | 2555/33666 [01:36<19:38, 26.41it/s, loss=3.93, v_num=0]
    Epoch 1:   8%|▊         | 2555/33666 [01:36<19:38, 26.41it/s, loss=3.92, v_num=0]
    Epoch 1:   8%|▊         | 2556/33666 [01:36<19:38, 26.41it/s, loss=3.92, v_num=0]
    Epoch 1:   8%|▊         | 2556/33666 [01:36<19:38, 26.41it/s, loss=3.93, v_num=0]
    Epoch 1:   8%|▊         | 2557/33666 [01:36<19:38, 26.41it/s, loss=3.93, v_num=0]
    Epoch 1:   8%|▊         | 2557/33666 [01:36<19:38, 26.41it/s, loss=3.87, v_num=0]
    Epoch 1:   8%|▊         | 2558/33666 [01:36<19:37, 26.41it/s, loss=3.87, v_num=0]
    Epoch 1:   8%|▊         | 2558/33666 [01:36<19:37, 26.41it/s, loss=3.89, v_num=0]
    Epoch 1:   8%|▊         | 2559/33666 [01:36<19:37, 26.41it/s, loss=3.89, v_num=0]
    Epoch 1:   8%|▊         | 2559/33666 [01:36<19:37, 26.41it/s, loss=3.82, v_num=0]
    Epoch 1:   8%|▊         | 2560/33666 [01:36<19:37, 26.41it/s, loss=3.82, v_num=0]
    Epoch 1:   8%|▊         | 2560/33666 [01:36<19:37, 26.41it/s, loss=3.84, v_num=0]
    Epoch 1:   8%|▊         | 2561/33666 [01:36<19:37, 26.41it/s, loss=3.84, v_num=0]
    Epoch 1:   8%|▊         | 2561/33666 [01:36<19:37, 26.41it/s, loss=3.85, v_num=0]
    Epoch 1:   8%|▊         | 2562/33666 [01:36<19:37, 26.41it/s, loss=3.85, v_num=0]
    Epoch 1:   8%|▊         | 2562/33666 [01:36<19:37, 26.41it/s, loss=3.87, v_num=0]
    Epoch 1:   8%|▊         | 2563/33666 [01:37<19:37, 26.41it/s, loss=3.87, v_num=0]
    Epoch 1:   8%|▊         | 2563/33666 [01:37<19:37, 26.41it/s, loss=3.86, v_num=0]
    Epoch 1:   8%|▊         | 2564/33666 [01:37<19:37, 26.41it/s, loss=3.86, v_num=0]
    Epoch 1:   8%|▊         | 2564/33666 [01:37<19:37, 26.41it/s, loss=3.88, v_num=0]
    Epoch 1:   8%|▊         | 2565/33666 [01:37<19:37, 26.41it/s, loss=3.88, v_num=0]
    Epoch 1:   8%|▊         | 2565/33666 [01:37<19:37, 26.41it/s, loss=3.93, v_num=0]
    Epoch 1:   8%|▊         | 2566/33666 [01:37<19:37, 26.41it/s, loss=3.93, v_num=0]
    Epoch 1:   8%|▊         | 2566/33666 [01:37<19:37, 26.41it/s, loss=3.91, v_num=0]
    Epoch 1:   8%|▊         | 2567/33666 [01:37<19:37, 26.41it/s, loss=3.91, v_num=0]
    Epoch 1:   8%|▊         | 2567/33666 [01:37<19:37, 26.41it/s, loss=3.94, v_num=0]
    Epoch 1:   8%|▊         | 2568/33666 [01:37<19:37, 26.41it/s, loss=3.94, v_num=0]
    Epoch 1:   8%|▊         | 2568/33666 [01:37<19:37, 26.41it/s, loss=3.94, v_num=0]
    Epoch 1:   8%|▊         | 2569/33666 [01:37<19:37, 26.41it/s, loss=3.94, v_num=0]
    Epoch 1:   8%|▊         | 2569/33666 [01:37<19:37, 26.41it/s, loss=3.99, v_num=0]
    Epoch 1:   8%|▊         | 2570/33666 [01:37<19:37, 26.41it/s, loss=3.99, v_num=0]
    Epoch 1:   8%|▊         | 2570/33666 [01:37<19:37, 26.41it/s, loss=3.97, v_num=0]
    Epoch 1:   8%|▊         | 2571/33666 [01:37<19:37, 26.41it/s, loss=3.97, v_num=0]
    Epoch 1:   8%|▊         | 2571/33666 [01:37<19:37, 26.41it/s, loss=4.01, v_num=0]
    Epoch 1:   8%|▊         | 2572/33666 [01:37<19:37, 26.41it/s, loss=4.01, v_num=0]
    Epoch 1:   8%|▊         | 2572/33666 [01:37<19:37, 26.41it/s, loss=4, v_num=0]   
    Epoch 1:   8%|▊         | 2573/33666 [01:37<19:37, 26.41it/s, loss=4, v_num=0]
    Epoch 1:   8%|▊         | 2573/33666 [01:37<19:37, 26.41it/s, loss=4.02, v_num=0]
    Epoch 1:   8%|▊         | 2574/33666 [01:37<19:37, 26.41it/s, loss=4.02, v_num=0]
    Epoch 1:   8%|▊         | 2574/33666 [01:37<19:37, 26.41it/s, loss=4.02, v_num=0]
    Epoch 1:   8%|▊         | 2575/33666 [01:37<19:37, 26.41it/s, loss=4.02, v_num=0]
    Epoch 1:   8%|▊         | 2575/33666 [01:37<19:37, 26.41it/s, loss=3.99, v_num=0]
    Epoch 1:   8%|▊         | 2576/33666 [01:37<19:37, 26.41it/s, loss=3.99, v_num=0]
    Epoch 1:   8%|▊         | 2576/33666 [01:37<19:37, 26.41it/s, loss=3.98, v_num=0]
    Epoch 1:   8%|▊         | 2577/33666 [01:37<19:37, 26.41it/s, loss=3.98, v_num=0]
    Epoch 1:   8%|▊         | 2577/33666 [01:37<19:37, 26.41it/s, loss=4, v_num=0]   
    Epoch 1:   8%|▊         | 2578/33666 [01:37<19:37, 26.41it/s, loss=4, v_num=0]
    Epoch 1:   8%|▊         | 2578/33666 [01:37<19:37, 26.41it/s, loss=4, v_num=0]
    Epoch 1:   8%|▊         | 2579/33666 [01:37<19:37, 26.41it/s, loss=4, v_num=0]
    Epoch 1:   8%|▊         | 2579/33666 [01:37<19:37, 26.41it/s, loss=4.01, v_num=0]
    Epoch 1:   8%|▊         | 2580/33666 [01:37<19:37, 26.41it/s, loss=4.01, v_num=0]
    Epoch 1:   8%|▊         | 2580/33666 [01:37<19:37, 26.41it/s, loss=3.99, v_num=0]
    Epoch 1:   8%|▊         | 2581/33666 [01:37<19:37, 26.41it/s, loss=3.99, v_num=0]
    Epoch 1:   8%|▊         | 2581/33666 [01:37<19:37, 26.41it/s, loss=3.96, v_num=0]
    Epoch 1:   8%|▊         | 2582/33666 [01:37<19:37, 26.40it/s, loss=3.96, v_num=0]
    Epoch 1:   8%|▊         | 2582/33666 [01:37<19:37, 26.40it/s, loss=3.94, v_num=0]
    Epoch 1:   8%|▊         | 2583/33666 [01:37<19:37, 26.40it/s, loss=3.94, v_num=0]
    Epoch 1:   8%|▊         | 2583/33666 [01:37<19:37, 26.40it/s, loss=4, v_num=0]   
    Epoch 1:   8%|▊         | 2584/33666 [01:37<19:37, 26.40it/s, loss=4, v_num=0]
    Epoch 1:   8%|▊         | 2584/33666 [01:37<19:37, 26.40it/s, loss=3.98, v_num=0]
    Epoch 1:   8%|▊         | 2585/33666 [01:37<19:37, 26.40it/s, loss=3.98, v_num=0]
    Epoch 1:   8%|▊         | 2585/33666 [01:37<19:37, 26.40it/s, loss=3.99, v_num=0]
    Epoch 1:   8%|▊         | 2586/33666 [01:37<19:37, 26.40it/s, loss=3.99, v_num=0]
    Epoch 1:   8%|▊         | 2586/33666 [01:37<19:37, 26.40it/s, loss=3.97, v_num=0]
    Epoch 1:   8%|▊         | 2587/33666 [01:37<19:37, 26.41it/s, loss=3.97, v_num=0]
    Epoch 1:   8%|▊         | 2587/33666 [01:37<19:37, 26.41it/s, loss=3.95, v_num=0]
    Epoch 1:   8%|▊         | 2588/33666 [01:38<19:37, 26.40it/s, loss=3.95, v_num=0]
    Epoch 1:   8%|▊         | 2588/33666 [01:38<19:37, 26.40it/s, loss=3.93, v_num=0]
    Epoch 1:   8%|▊         | 2589/33666 [01:38<19:36, 26.40it/s, loss=3.93, v_num=0]
    Epoch 1:   8%|▊         | 2589/33666 [01:38<19:36, 26.40it/s, loss=3.81, v_num=0]
    Epoch 1:   8%|▊         | 2590/33666 [01:38<19:36, 26.41it/s, loss=3.81, v_num=0]
    Epoch 1:   8%|▊         | 2590/33666 [01:38<19:36, 26.40it/s, loss=3.86, v_num=0]
    Epoch 1:   8%|▊         | 2591/33666 [01:38<19:36, 26.41it/s, loss=3.86, v_num=0]
    Epoch 1:   8%|▊         | 2591/33666 [01:38<19:36, 26.41it/s, loss=3.89, v_num=0]
    Epoch 1:   8%|▊         | 2592/33666 [01:38<19:36, 26.41it/s, loss=3.89, v_num=0]
    Epoch 1:   8%|▊         | 2592/33666 [01:38<19:36, 26.41it/s, loss=3.95, v_num=0]
    Epoch 1:   8%|▊         | 2593/33666 [01:38<19:36, 26.41it/s, loss=3.95, v_num=0]
    Epoch 1:   8%|▊         | 2593/33666 [01:38<19:36, 26.41it/s, loss=3.98, v_num=0]
    Epoch 1:   8%|▊         | 2594/33666 [01:38<19:36, 26.41it/s, loss=3.98, v_num=0]
    Epoch 1:   8%|▊         | 2594/33666 [01:38<19:36, 26.41it/s, loss=3.98, v_num=0]
    Epoch 1:   8%|▊         | 2595/33666 [01:38<19:36, 26.41it/s, loss=3.98, v_num=0]
    Epoch 1:   8%|▊         | 2595/33666 [01:38<19:36, 26.40it/s, loss=4.07, v_num=0]
    Epoch 1:   8%|▊         | 2596/33666 [01:38<19:36, 26.40it/s, loss=4.07, v_num=0]
    Epoch 1:   8%|▊         | 2596/33666 [01:38<19:36, 26.40it/s, loss=4.13, v_num=0]
    Epoch 1:   8%|▊         | 2597/33666 [01:38<19:36, 26.40it/s, loss=4.13, v_num=0]
    Epoch 1:   8%|▊         | 2597/33666 [01:38<19:36, 26.40it/s, loss=4.1, v_num=0] 
    Epoch 1:   8%|▊         | 2598/33666 [01:38<19:36, 26.40it/s, loss=4.1, v_num=0]
    Epoch 1:   8%|▊         | 2598/33666 [01:38<19:36, 26.40it/s, loss=4.07, v_num=0]
    Epoch 1:   8%|▊         | 2599/33666 [01:38<19:36, 26.40it/s, loss=4.07, v_num=0]
    Epoch 1:   8%|▊         | 2599/33666 [01:38<19:36, 26.40it/s, loss=4.05, v_num=0]
    Epoch 1:   8%|▊         | 2600/33666 [01:38<19:36, 26.40it/s, loss=4.05, v_num=0]
    Epoch 1:   8%|▊         | 2600/33666 [01:38<19:36, 26.40it/s, loss=4.07, v_num=0]
    Epoch 1:   8%|▊         | 2601/33666 [01:38<19:36, 26.40it/s, loss=4.07, v_num=0]
    Epoch 1:   8%|▊         | 2601/33666 [01:38<19:36, 26.40it/s, loss=4.08, v_num=0]
    Epoch 1:   8%|▊         | 2602/33666 [01:38<19:36, 26.40it/s, loss=4.08, v_num=0]
    Epoch 1:   8%|▊         | 2602/33666 [01:38<19:36, 26.40it/s, loss=4.08, v_num=0]
    Epoch 1:   8%|▊         | 2603/33666 [01:38<19:36, 26.40it/s, loss=4.08, v_num=0]
    Epoch 1:   8%|▊         | 2603/33666 [01:38<19:36, 26.40it/s, loss=4.04, v_num=0]
    Epoch 1:   8%|▊         | 2604/33666 [01:38<19:36, 26.40it/s, loss=4.04, v_num=0]
    Epoch 1:   8%|▊         | 2604/33666 [01:38<19:36, 26.40it/s, loss=4.09, v_num=0]
    Epoch 1:   8%|▊         | 2605/33666 [01:38<19:36, 26.40it/s, loss=4.09, v_num=0]
    Epoch 1:   8%|▊         | 2605/33666 [01:38<19:36, 26.40it/s, loss=4.1, v_num=0] 
    Epoch 1:   8%|▊         | 2606/33666 [01:38<19:36, 26.40it/s, loss=4.1, v_num=0]
    Epoch 1:   8%|▊         | 2606/33666 [01:38<19:36, 26.40it/s, loss=4.12, v_num=0]
    Epoch 1:   8%|▊         | 2607/33666 [01:38<19:36, 26.40it/s, loss=4.12, v_num=0]
    Epoch 1:   8%|▊         | 2607/33666 [01:38<19:36, 26.40it/s, loss=4.12, v_num=0]
    Epoch 1:   8%|▊         | 2608/33666 [01:38<19:36, 26.40it/s, loss=4.12, v_num=0]
    Epoch 1:   8%|▊         | 2608/33666 [01:38<19:36, 26.40it/s, loss=4.2, v_num=0] 
    Epoch 1:   8%|▊         | 2609/33666 [01:38<19:36, 26.41it/s, loss=4.2, v_num=0]
    Epoch 1:   8%|▊         | 2609/33666 [01:38<19:36, 26.41it/s, loss=4.27, v_num=0]
    Epoch 1:   8%|▊         | 2610/33666 [01:38<19:36, 26.41it/s, loss=4.27, v_num=0]
    Epoch 1:   8%|▊         | 2610/33666 [01:38<19:36, 26.41it/s, loss=4.29, v_num=0]
    Epoch 1:   8%|▊         | 2611/33666 [01:38<19:35, 26.41it/s, loss=4.29, v_num=0]
    Epoch 1:   8%|▊         | 2611/33666 [01:38<19:35, 26.41it/s, loss=4.22, v_num=0]
    Epoch 1:   8%|▊         | 2612/33666 [01:38<19:35, 26.41it/s, loss=4.22, v_num=0]
    Epoch 1:   8%|▊         | 2612/33666 [01:38<19:35, 26.41it/s, loss=4.16, v_num=0]
    Epoch 1:   8%|▊         | 2613/33666 [01:38<19:35, 26.41it/s, loss=4.16, v_num=0]
    Epoch 1:   8%|▊         | 2613/33666 [01:38<19:35, 26.41it/s, loss=4.17, v_num=0]
    Epoch 1:   8%|▊         | 2614/33666 [01:38<19:35, 26.41it/s, loss=4.17, v_num=0]
    Epoch 1:   8%|▊         | 2614/33666 [01:38<19:35, 26.41it/s, loss=4.16, v_num=0]
    Epoch 1:   8%|▊         | 2615/33666 [01:39<19:35, 26.41it/s, loss=4.16, v_num=0]
    Epoch 1:   8%|▊         | 2615/33666 [01:39<19:35, 26.41it/s, loss=4.11, v_num=0]
    Epoch 1:   8%|▊         | 2616/33666 [01:39<19:35, 26.42it/s, loss=4.11, v_num=0]
    Epoch 1:   8%|▊         | 2616/33666 [01:39<19:35, 26.41it/s, loss=4.13, v_num=0]
    Epoch 1:   8%|▊         | 2617/33666 [01:39<19:35, 26.42it/s, loss=4.13, v_num=0]
    Epoch 1:   8%|▊         | 2617/33666 [01:39<19:35, 26.42it/s, loss=4.17, v_num=0]
    Epoch 1:   8%|▊         | 2618/33666 [01:39<19:35, 26.42it/s, loss=4.17, v_num=0]
    Epoch 1:   8%|▊         | 2618/33666 [01:39<19:35, 26.42it/s, loss=4.19, v_num=0]
    Epoch 1:   8%|▊         | 2619/33666 [01:39<19:35, 26.42it/s, loss=4.19, v_num=0]
    Epoch 1:   8%|▊         | 2619/33666 [01:39<19:35, 26.42it/s, loss=4.22, v_num=0]
    Epoch 1:   8%|▊         | 2620/33666 [01:39<19:35, 26.41it/s, loss=4.22, v_num=0]
    Epoch 1:   8%|▊         | 2620/33666 [01:39<19:35, 26.41it/s, loss=4.22, v_num=0]
    Epoch 1:   8%|▊         | 2621/33666 [01:39<19:35, 26.41it/s, loss=4.22, v_num=0]
    Epoch 1:   8%|▊         | 2621/33666 [01:39<19:35, 26.41it/s, loss=4.27, v_num=0]
    Epoch 1:   8%|▊         | 2622/33666 [01:39<19:35, 26.42it/s, loss=4.27, v_num=0]
    Epoch 1:   8%|▊         | 2622/33666 [01:39<19:35, 26.42it/s, loss=4.3, v_num=0] 
    Epoch 1:   8%|▊         | 2623/33666 [01:39<19:35, 26.42it/s, loss=4.3, v_num=0]
    Epoch 1:   8%|▊         | 2623/33666 [01:39<19:35, 26.42it/s, loss=4.26, v_num=0]
    Epoch 1:   8%|▊         | 2624/33666 [01:39<19:35, 26.42it/s, loss=4.26, v_num=0]
    Epoch 1:   8%|▊         | 2624/33666 [01:39<19:35, 26.42it/s, loss=4.26, v_num=0]
    Epoch 1:   8%|▊         | 2625/33666 [01:39<19:35, 26.42it/s, loss=4.26, v_num=0]
    Epoch 1:   8%|▊         | 2625/33666 [01:39<19:35, 26.42it/s, loss=4.24, v_num=0]
    Epoch 1:   8%|▊         | 2626/33666 [01:39<19:34, 26.42it/s, loss=4.24, v_num=0]
    Epoch 1:   8%|▊         | 2626/33666 [01:39<19:34, 26.42it/s, loss=4.24, v_num=0]
    Epoch 1:   8%|▊         | 2627/33666 [01:39<19:35, 26.42it/s, loss=4.24, v_num=0]
    Epoch 1:   8%|▊         | 2627/33666 [01:39<19:35, 26.42it/s, loss=4.2, v_num=0] 
    Epoch 1:   8%|▊         | 2628/33666 [01:39<19:35, 26.42it/s, loss=4.2, v_num=0]
    Epoch 1:   8%|▊         | 2628/33666 [01:39<19:35, 26.42it/s, loss=4.14, v_num=0]
    Epoch 1:   8%|▊         | 2629/33666 [01:39<19:34, 26.42it/s, loss=4.14, v_num=0]
    Epoch 1:   8%|▊         | 2629/33666 [01:39<19:34, 26.42it/s, loss=4.11, v_num=0]
    Epoch 1:   8%|▊         | 2630/33666 [01:39<19:34, 26.41it/s, loss=4.11, v_num=0]
    Epoch 1:   8%|▊         | 2630/33666 [01:39<19:34, 26.41it/s, loss=4.04, v_num=0]
    Epoch 1:   8%|▊         | 2631/33666 [01:39<19:34, 26.41it/s, loss=4.04, v_num=0]
    Epoch 1:   8%|▊         | 2631/33666 [01:39<19:34, 26.41it/s, loss=4.15, v_num=0]
    Epoch 1:   8%|▊         | 2632/33666 [01:39<19:34, 26.41it/s, loss=4.15, v_num=0]
    Epoch 1:   8%|▊         | 2632/33666 [01:39<19:34, 26.41it/s, loss=4.18, v_num=0]
    Epoch 1:   8%|▊         | 2633/33666 [01:39<19:34, 26.41it/s, loss=4.18, v_num=0]
    Epoch 1:   8%|▊         | 2633/33666 [01:39<19:34, 26.41it/s, loss=4.18, v_num=0]
    Epoch 1:   8%|▊         | 2634/33666 [01:39<19:34, 26.41it/s, loss=4.18, v_num=0]
    Epoch 1:   8%|▊         | 2634/33666 [01:39<19:34, 26.41it/s, loss=4.17, v_num=0]
    Epoch 1:   8%|▊         | 2635/33666 [01:39<19:34, 26.41it/s, loss=4.17, v_num=0]
    Epoch 1:   8%|▊         | 2635/33666 [01:39<19:34, 26.41it/s, loss=4.18, v_num=0]
    Epoch 1:   8%|▊         | 2636/33666 [01:39<19:35, 26.41it/s, loss=4.18, v_num=0]
    Epoch 1:   8%|▊         | 2636/33666 [01:39<19:35, 26.41it/s, loss=4.11, v_num=0]
    Epoch 1:   8%|▊         | 2637/33666 [01:39<19:34, 26.41it/s, loss=4.11, v_num=0]
    Epoch 1:   8%|▊         | 2637/33666 [01:39<19:34, 26.41it/s, loss=4.15, v_num=0]
    Epoch 1:   8%|▊         | 2638/33666 [01:39<19:34, 26.41it/s, loss=4.15, v_num=0]
    Epoch 1:   8%|▊         | 2638/33666 [01:39<19:34, 26.41it/s, loss=4.13, v_num=0]
    Epoch 1:   8%|▊         | 2639/33666 [01:39<19:34, 26.41it/s, loss=4.13, v_num=0]
    Epoch 1:   8%|▊         | 2639/33666 [01:39<19:34, 26.41it/s, loss=4.17, v_num=0]
    Epoch 1:   8%|▊         | 2640/33666 [01:39<19:34, 26.41it/s, loss=4.17, v_num=0]
    Epoch 1:   8%|▊         | 2640/33666 [01:39<19:34, 26.41it/s, loss=4.18, v_num=0]
    Epoch 1:   8%|▊         | 2641/33666 [01:40<19:34, 26.41it/s, loss=4.18, v_num=0]
    Epoch 1:   8%|▊         | 2641/33666 [01:40<19:34, 26.41it/s, loss=4.18, v_num=0]
    Epoch 1:   8%|▊         | 2642/33666 [01:40<19:34, 26.41it/s, loss=4.18, v_num=0]
    Epoch 1:   8%|▊         | 2642/33666 [01:40<19:34, 26.41it/s, loss=4.13, v_num=0]
    Epoch 1:   8%|▊         | 2643/33666 [01:40<19:34, 26.41it/s, loss=4.13, v_num=0]
    Epoch 1:   8%|▊         | 2643/33666 [01:40<19:34, 26.41it/s, loss=4.13, v_num=0]
    Epoch 1:   8%|▊         | 2644/33666 [01:40<19:34, 26.41it/s, loss=4.13, v_num=0]
    Epoch 1:   8%|▊         | 2644/33666 [01:40<19:34, 26.41it/s, loss=4.14, v_num=0]
    Epoch 1:   8%|▊         | 2645/33666 [01:40<19:34, 26.41it/s, loss=4.14, v_num=0]
    Epoch 1:   8%|▊         | 2645/33666 [01:40<19:34, 26.41it/s, loss=4.11, v_num=0]
    Epoch 1:   8%|▊         | 2646/33666 [01:40<19:34, 26.41it/s, loss=4.11, v_num=0]
    Epoch 1:   8%|▊         | 2646/33666 [01:40<19:34, 26.41it/s, loss=4.12, v_num=0]
    Epoch 1:   8%|▊         | 2647/33666 [01:40<19:34, 26.41it/s, loss=4.12, v_num=0]
    Epoch 1:   8%|▊         | 2647/33666 [01:40<19:34, 26.41it/s, loss=4.21, v_num=0]
    Epoch 1:   8%|▊         | 2648/33666 [01:40<19:34, 26.41it/s, loss=4.21, v_num=0]
    Epoch 1:   8%|▊         | 2648/33666 [01:40<19:34, 26.41it/s, loss=4.22, v_num=0]
    Epoch 1:   8%|▊         | 2649/33666 [01:40<19:34, 26.41it/s, loss=4.22, v_num=0]
    Epoch 1:   8%|▊         | 2649/33666 [01:40<19:34, 26.41it/s, loss=4.22, v_num=0]
    Epoch 1:   8%|▊         | 2650/33666 [01:40<19:34, 26.41it/s, loss=4.22, v_num=0]
    Epoch 1:   8%|▊         | 2650/33666 [01:40<19:34, 26.41it/s, loss=4.22, v_num=0]
    Epoch 1:   8%|▊         | 2651/33666 [01:40<19:34, 26.41it/s, loss=4.22, v_num=0]
    Epoch 1:   8%|▊         | 2651/33666 [01:40<19:34, 26.41it/s, loss=4.15, v_num=0]
    Epoch 1:   8%|▊         | 2652/33666 [01:40<19:34, 26.41it/s, loss=4.15, v_num=0]
    Epoch 1:   8%|▊         | 2652/33666 [01:40<19:34, 26.41it/s, loss=4.13, v_num=0]
    Epoch 1:   8%|▊         | 2653/33666 [01:40<19:34, 26.41it/s, loss=4.13, v_num=0]
    Epoch 1:   8%|▊         | 2653/33666 [01:40<19:34, 26.41it/s, loss=4.13, v_num=0]
    Epoch 1:   8%|▊         | 2654/33666 [01:40<19:34, 26.41it/s, loss=4.13, v_num=0]
    Epoch 1:   8%|▊         | 2654/33666 [01:40<19:34, 26.41it/s, loss=4.13, v_num=0]
    Epoch 1:   8%|▊         | 2655/33666 [01:40<19:34, 26.41it/s, loss=4.13, v_num=0]
    Epoch 1:   8%|▊         | 2655/33666 [01:40<19:34, 26.41it/s, loss=4.09, v_num=0]
    Epoch 1:   8%|▊         | 2656/33666 [01:40<19:33, 26.41it/s, loss=4.09, v_num=0]
    Epoch 1:   8%|▊         | 2656/33666 [01:40<19:33, 26.41it/s, loss=4.14, v_num=0]
    Epoch 1:   8%|▊         | 2657/33666 [01:40<19:33, 26.42it/s, loss=4.14, v_num=0]
    Epoch 1:   8%|▊         | 2657/33666 [01:40<19:33, 26.42it/s, loss=4.13, v_num=0]
    Epoch 1:   8%|▊         | 2658/33666 [01:40<19:33, 26.42it/s, loss=4.13, v_num=0]
    Epoch 1:   8%|▊         | 2658/33666 [01:40<19:33, 26.42it/s, loss=4.13, v_num=0]
    Epoch 1:   8%|▊         | 2659/33666 [01:40<19:33, 26.42it/s, loss=4.13, v_num=0]
    Epoch 1:   8%|▊         | 2659/33666 [01:40<19:33, 26.42it/s, loss=4.09, v_num=0]
    Epoch 1:   8%|▊         | 2660/33666 [01:40<19:33, 26.41it/s, loss=4.09, v_num=0]
    Epoch 1:   8%|▊         | 2660/33666 [01:40<19:33, 26.41it/s, loss=4.11, v_num=0]
    Epoch 1:   8%|▊         | 2661/33666 [01:40<19:33, 26.42it/s, loss=4.11, v_num=0]
    Epoch 1:   8%|▊         | 2661/33666 [01:40<19:33, 26.42it/s, loss=4.12, v_num=0]
    Epoch 1:   8%|▊         | 2662/33666 [01:40<19:33, 26.41it/s, loss=4.12, v_num=0]
    Epoch 1:   8%|▊         | 2662/33666 [01:40<19:33, 26.41it/s, loss=4.16, v_num=0]
    Epoch 1:   8%|▊         | 2663/33666 [01:40<19:33, 26.41it/s, loss=4.16, v_num=0]
    Epoch 1:   8%|▊         | 2663/33666 [01:40<19:33, 26.41it/s, loss=4.16, v_num=0]
    Epoch 1:   8%|▊         | 2664/33666 [01:40<19:33, 26.41it/s, loss=4.16, v_num=0]
    Epoch 1:   8%|▊         | 2664/33666 [01:40<19:33, 26.41it/s, loss=4.19, v_num=0]
    Epoch 1:   8%|▊         | 2665/33666 [01:40<19:33, 26.42it/s, loss=4.19, v_num=0]
    Epoch 1:   8%|▊         | 2665/33666 [01:40<19:33, 26.42it/s, loss=4.18, v_num=0]
    Epoch 1:   8%|▊         | 2666/33666 [01:40<19:33, 26.42it/s, loss=4.18, v_num=0]
    Epoch 1:   8%|▊         | 2666/33666 [01:40<19:33, 26.42it/s, loss=4.17, v_num=0]
    Epoch 1:   8%|▊         | 2667/33666 [01:40<19:33, 26.42it/s, loss=4.17, v_num=0]
    Epoch 1:   8%|▊         | 2667/33666 [01:40<19:33, 26.42it/s, loss=4.18, v_num=0]
    Epoch 1:   8%|▊         | 2668/33666 [01:41<19:33, 26.41it/s, loss=4.18, v_num=0]
    Epoch 1:   8%|▊         | 2668/33666 [01:41<19:33, 26.41it/s, loss=4.19, v_num=0]
    Epoch 1:   8%|▊         | 2669/33666 [01:41<19:33, 26.41it/s, loss=4.19, v_num=0]
    Epoch 1:   8%|▊         | 2669/33666 [01:41<19:33, 26.41it/s, loss=4.19, v_num=0]
    Epoch 1:   8%|▊         | 2670/33666 [01:41<19:33, 26.41it/s, loss=4.19, v_num=0]
    Epoch 1:   8%|▊         | 2670/33666 [01:41<19:33, 26.41it/s, loss=4.14, v_num=0]
    Epoch 1:   8%|▊         | 2671/33666 [01:41<19:33, 26.41it/s, loss=4.14, v_num=0]
    Epoch 1:   8%|▊         | 2671/33666 [01:41<19:33, 26.41it/s, loss=4.15, v_num=0]
    Epoch 1:   8%|▊         | 2672/33666 [01:41<19:33, 26.41it/s, loss=4.15, v_num=0]
    Epoch 1:   8%|▊         | 2672/33666 [01:41<19:33, 26.41it/s, loss=4.21, v_num=0]
    Epoch 1:   8%|▊         | 2673/33666 [01:41<19:33, 26.41it/s, loss=4.21, v_num=0]
    Epoch 1:   8%|▊         | 2673/33666 [01:41<19:33, 26.41it/s, loss=4.23, v_num=0]
    Epoch 1:   8%|▊         | 2674/33666 [01:41<19:33, 26.41it/s, loss=4.23, v_num=0]
    Epoch 1:   8%|▊         | 2674/33666 [01:41<19:33, 26.41it/s, loss=4.24, v_num=0]
    Epoch 1:   8%|▊         | 2675/33666 [01:41<19:33, 26.41it/s, loss=4.24, v_num=0]
    Epoch 1:   8%|▊         | 2675/33666 [01:41<19:33, 26.41it/s, loss=4.25, v_num=0]
    Epoch 1:   8%|▊         | 2676/33666 [01:41<19:33, 26.41it/s, loss=4.25, v_num=0]
    Epoch 1:   8%|▊         | 2676/33666 [01:41<19:33, 26.41it/s, loss=4.25, v_num=0]
    Epoch 1:   8%|▊         | 2677/33666 [01:41<19:33, 26.41it/s, loss=4.25, v_num=0]
    Epoch 1:   8%|▊         | 2677/33666 [01:41<19:33, 26.41it/s, loss=4.22, v_num=0]
    Epoch 1:   8%|▊         | 2678/33666 [01:41<19:33, 26.41it/s, loss=4.22, v_num=0]
    Epoch 1:   8%|▊         | 2678/33666 [01:41<19:33, 26.41it/s, loss=4.23, v_num=0]
    Epoch 1:   8%|▊         | 2679/33666 [01:41<19:33, 26.41it/s, loss=4.23, v_num=0]
    Epoch 1:   8%|▊         | 2679/33666 [01:41<19:33, 26.41it/s, loss=4.23, v_num=0]
    Epoch 1:   8%|▊         | 2680/33666 [01:41<19:33, 26.41it/s, loss=4.23, v_num=0]
    Epoch 1:   8%|▊         | 2680/33666 [01:41<19:33, 26.41it/s, loss=4.19, v_num=0]
    Epoch 1:   8%|▊         | 2681/33666 [01:41<19:33, 26.41it/s, loss=4.19, v_num=0]
    Epoch 1:   8%|▊         | 2681/33666 [01:41<19:33, 26.41it/s, loss=4.17, v_num=0]
    Epoch 1:   8%|▊         | 2682/33666 [01:41<19:33, 26.41it/s, loss=4.17, v_num=0]
    Epoch 1:   8%|▊         | 2682/33666 [01:41<19:33, 26.41it/s, loss=4.16, v_num=0]
    Epoch 1:   8%|▊         | 2683/33666 [01:41<19:33, 26.41it/s, loss=4.16, v_num=0]
    Epoch 1:   8%|▊         | 2683/33666 [01:41<19:33, 26.41it/s, loss=4.18, v_num=0]
    Epoch 1:   8%|▊         | 2684/33666 [01:41<19:33, 26.41it/s, loss=4.18, v_num=0]
    Epoch 1:   8%|▊         | 2684/33666 [01:41<19:33, 26.41it/s, loss=4.16, v_num=0]
    Epoch 1:   8%|▊         | 2685/33666 [01:41<19:33, 26.41it/s, loss=4.16, v_num=0]
    Epoch 1:   8%|▊         | 2685/33666 [01:41<19:33, 26.41it/s, loss=4.17, v_num=0]
    Epoch 1:   8%|▊         | 2686/33666 [01:41<19:32, 26.41it/s, loss=4.17, v_num=0]
    Epoch 1:   8%|▊         | 2686/33666 [01:41<19:32, 26.41it/s, loss=4.18, v_num=0]
    Epoch 1:   8%|▊         | 2687/33666 [01:41<19:32, 26.41it/s, loss=4.18, v_num=0]
    Epoch 1:   8%|▊         | 2687/33666 [01:41<19:32, 26.41it/s, loss=4.1, v_num=0] 
    Epoch 1:   8%|▊         | 2688/33666 [01:41<19:32, 26.41it/s, loss=4.1, v_num=0]
    Epoch 1:   8%|▊         | 2688/33666 [01:41<19:32, 26.41it/s, loss=4.03, v_num=0]
    Epoch 1:   8%|▊         | 2689/33666 [01:41<19:32, 26.41it/s, loss=4.03, v_num=0]
    Epoch 1:   8%|▊         | 2689/33666 [01:41<19:32, 26.41it/s, loss=4.07, v_num=0]
    Epoch 1:   8%|▊         | 2690/33666 [01:41<19:32, 26.41it/s, loss=4.07, v_num=0]
    Epoch 1:   8%|▊         | 2690/33666 [01:41<19:32, 26.41it/s, loss=4.14, v_num=0]
    Epoch 1:   8%|▊         | 2691/33666 [01:41<19:32, 26.41it/s, loss=4.14, v_num=0]
    Epoch 1:   8%|▊         | 2691/33666 [01:41<19:32, 26.41it/s, loss=4.14, v_num=0]
    Epoch 1:   8%|▊         | 2692/33666 [01:41<19:32, 26.41it/s, loss=4.14, v_num=0]
    Epoch 1:   8%|▊         | 2692/33666 [01:41<19:32, 26.41it/s, loss=4.12, v_num=0]
    Epoch 1:   8%|▊         | 2693/33666 [01:41<19:32, 26.41it/s, loss=4.12, v_num=0]
    Epoch 1:   8%|▊         | 2693/33666 [01:41<19:32, 26.41it/s, loss=4.09, v_num=0]
    Epoch 1:   8%|▊         | 2694/33666 [01:41<19:32, 26.41it/s, loss=4.09, v_num=0]
    Epoch 1:   8%|▊         | 2694/33666 [01:41<19:32, 26.41it/s, loss=4.07, v_num=0]
    Epoch 1:   8%|▊         | 2695/33666 [01:42<19:32, 26.41it/s, loss=4.07, v_num=0]
    Epoch 1:   8%|▊         | 2695/33666 [01:42<19:32, 26.41it/s, loss=4.07, v_num=0]
    Epoch 1:   8%|▊         | 2696/33666 [01:42<19:32, 26.41it/s, loss=4.07, v_num=0]
    Epoch 1:   8%|▊         | 2696/33666 [01:42<19:32, 26.41it/s, loss=4.04, v_num=0]
    Epoch 1:   8%|▊         | 2697/33666 [01:42<19:32, 26.41it/s, loss=4.04, v_num=0]
    Epoch 1:   8%|▊         | 2697/33666 [01:42<19:32, 26.41it/s, loss=4.06, v_num=0]
    Epoch 1:   8%|▊         | 2698/33666 [01:42<19:32, 26.42it/s, loss=4.06, v_num=0]
    Epoch 1:   8%|▊         | 2698/33666 [01:42<19:32, 26.42it/s, loss=4.05, v_num=0]
    Epoch 1:   8%|▊         | 2699/33666 [01:42<19:32, 26.42it/s, loss=4.05, v_num=0]
    Epoch 1:   8%|▊         | 2699/33666 [01:42<19:32, 26.42it/s, loss=4.07, v_num=0]
    Epoch 1:   8%|▊         | 2700/33666 [01:42<19:32, 26.42it/s, loss=4.07, v_num=0]
    Epoch 1:   8%|▊         | 2700/33666 [01:42<19:32, 26.42it/s, loss=4.08, v_num=0]
    Epoch 1:   8%|▊         | 2701/33666 [01:42<19:32, 26.42it/s, loss=4.08, v_num=0]
    Epoch 1:   8%|▊         | 2701/33666 [01:42<19:32, 26.42it/s, loss=4.04, v_num=0]
    Epoch 1:   8%|▊         | 2702/33666 [01:42<19:32, 26.41it/s, loss=4.04, v_num=0]
    Epoch 1:   8%|▊         | 2702/33666 [01:42<19:32, 26.41it/s, loss=4.04, v_num=0]
    Epoch 1:   8%|▊         | 2703/33666 [01:42<19:32, 26.41it/s, loss=4.04, v_num=0]
    Epoch 1:   8%|▊         | 2703/33666 [01:42<19:32, 26.41it/s, loss=4.06, v_num=0]
    Epoch 1:   8%|▊         | 2704/33666 [01:42<19:32, 26.41it/s, loss=4.06, v_num=0]
    Epoch 1:   8%|▊         | 2704/33666 [01:42<19:32, 26.41it/s, loss=4.04, v_num=0]
    Epoch 1:   8%|▊         | 2705/33666 [01:42<19:32, 26.41it/s, loss=4.04, v_num=0]
    Epoch 1:   8%|▊         | 2705/33666 [01:42<19:32, 26.41it/s, loss=4.07, v_num=0]
    Epoch 1:   8%|▊         | 2706/33666 [01:42<19:32, 26.41it/s, loss=4.07, v_num=0]
    Epoch 1:   8%|▊         | 2706/33666 [01:42<19:32, 26.41it/s, loss=4, v_num=0]   
    Epoch 1:   8%|▊         | 2707/33666 [01:42<19:32, 26.41it/s, loss=4, v_num=0]
    Epoch 1:   8%|▊         | 2707/33666 [01:42<19:32, 26.41it/s, loss=4.02, v_num=0]
    Epoch 1:   8%|▊         | 2708/33666 [01:42<19:32, 26.41it/s, loss=4.02, v_num=0]
    Epoch 1:   8%|▊         | 2708/33666 [01:42<19:32, 26.41it/s, loss=4.12, v_num=0]
    Epoch 1:   8%|▊         | 2709/33666 [01:42<19:32, 26.41it/s, loss=4.12, v_num=0]
    Epoch 1:   8%|▊         | 2709/33666 [01:42<19:32, 26.41it/s, loss=4.1, v_num=0] 
    Epoch 1:   8%|▊         | 2710/33666 [01:42<19:31, 26.41it/s, loss=4.1, v_num=0]
    Epoch 1:   8%|▊         | 2710/33666 [01:42<19:31, 26.41it/s, loss=4.1, v_num=0]
    Epoch 1:   8%|▊         | 2711/33666 [01:42<19:31, 26.41it/s, loss=4.1, v_num=0]
    Epoch 1:   8%|▊         | 2711/33666 [01:42<19:31, 26.41it/s, loss=4.14, v_num=0]
    Epoch 1:   8%|▊         | 2712/33666 [01:42<19:31, 26.41it/s, loss=4.14, v_num=0]
    Epoch 1:   8%|▊         | 2712/33666 [01:42<19:31, 26.41it/s, loss=4.11, v_num=0]
    Epoch 1:   8%|▊         | 2713/33666 [01:42<19:31, 26.42it/s, loss=4.11, v_num=0]
    Epoch 1:   8%|▊         | 2713/33666 [01:42<19:31, 26.42it/s, loss=4.11, v_num=0]
    Epoch 1:   8%|▊         | 2714/33666 [01:42<19:31, 26.41it/s, loss=4.11, v_num=0]
    Epoch 1:   8%|▊         | 2714/33666 [01:42<19:31, 26.41it/s, loss=4.09, v_num=0]
    Epoch 1:   8%|▊         | 2715/33666 [01:42<19:31, 26.42it/s, loss=4.09, v_num=0]
    Epoch 1:   8%|▊         | 2715/33666 [01:42<19:31, 26.42it/s, loss=4.1, v_num=0] 
    Epoch 1:   8%|▊         | 2716/33666 [01:42<19:31, 26.41it/s, loss=4.1, v_num=0]
    Epoch 1:   8%|▊         | 2716/33666 [01:42<19:31, 26.41it/s, loss=4.12, v_num=0]
    Epoch 1:   8%|▊         | 2717/33666 [01:42<19:31, 26.42it/s, loss=4.12, v_num=0]
    Epoch 1:   8%|▊         | 2717/33666 [01:42<19:31, 26.42it/s, loss=4.1, v_num=0] 
    Epoch 1:   8%|▊         | 2718/33666 [01:42<19:31, 26.41it/s, loss=4.1, v_num=0]
    Epoch 1:   8%|▊         | 2718/33666 [01:42<19:31, 26.41it/s, loss=4.12, v_num=0]
    Epoch 1:   8%|▊         | 2719/33666 [01:42<19:31, 26.42it/s, loss=4.12, v_num=0]
    Epoch 1:   8%|▊         | 2719/33666 [01:42<19:31, 26.42it/s, loss=4.08, v_num=0]
    Epoch 1:   8%|▊         | 2720/33666 [01:42<19:31, 26.42it/s, loss=4.08, v_num=0]
    Epoch 1:   8%|▊         | 2720/33666 [01:42<19:31, 26.42it/s, loss=4.05, v_num=0]
    Epoch 1:   8%|▊         | 2721/33666 [01:43<19:31, 26.42it/s, loss=4.05, v_num=0]
    Epoch 1:   8%|▊         | 2721/33666 [01:43<19:31, 26.42it/s, loss=4.06, v_num=0]
    Epoch 1:   8%|▊         | 2722/33666 [01:43<19:31, 26.41it/s, loss=4.06, v_num=0]
    Epoch 1:   8%|▊         | 2722/33666 [01:43<19:31, 26.41it/s, loss=4.05, v_num=0]
    Epoch 1:   8%|▊         | 2723/33666 [01:43<19:31, 26.42it/s, loss=4.05, v_num=0]
    Epoch 1:   8%|▊         | 2723/33666 [01:43<19:31, 26.42it/s, loss=4.04, v_num=0]
    Epoch 1:   8%|▊         | 2724/33666 [01:43<19:31, 26.41it/s, loss=4.04, v_num=0]
    Epoch 1:   8%|▊         | 2724/33666 [01:43<19:31, 26.41it/s, loss=3.95, v_num=0]
    Epoch 1:   8%|▊         | 2725/33666 [01:43<19:31, 26.41it/s, loss=3.95, v_num=0]
    Epoch 1:   8%|▊         | 2725/33666 [01:43<19:31, 26.41it/s, loss=3.92, v_num=0]
    Epoch 1:   8%|▊         | 2726/33666 [01:43<19:31, 26.41it/s, loss=3.92, v_num=0]
    Epoch 1:   8%|▊         | 2726/33666 [01:43<19:31, 26.41it/s, loss=3.94, v_num=0]
    Epoch 1:   8%|▊         | 2727/33666 [01:43<19:31, 26.41it/s, loss=3.94, v_num=0]
    Epoch 1:   8%|▊         | 2727/33666 [01:43<19:31, 26.41it/s, loss=3.92, v_num=0]
    Epoch 1:   8%|▊         | 2728/33666 [01:43<19:31, 26.41it/s, loss=3.92, v_num=0]
    Epoch 1:   8%|▊         | 2728/33666 [01:43<19:31, 26.41it/s, loss=3.9, v_num=0] 
    Epoch 1:   8%|▊         | 2729/33666 [01:43<19:31, 26.42it/s, loss=3.9, v_num=0]
    Epoch 1:   8%|▊         | 2729/33666 [01:43<19:31, 26.42it/s, loss=3.94, v_num=0]
    Epoch 1:   8%|▊         | 2730/33666 [01:43<19:31, 26.42it/s, loss=3.94, v_num=0]
    Epoch 1:   8%|▊         | 2730/33666 [01:43<19:31, 26.42it/s, loss=3.93, v_num=0]
    Epoch 1:   8%|▊         | 2731/33666 [01:43<19:31, 26.42it/s, loss=3.93, v_num=0]
    Epoch 1:   8%|▊         | 2731/33666 [01:43<19:31, 26.42it/s, loss=3.95, v_num=0]
    Epoch 1:   8%|▊         | 2732/33666 [01:43<19:31, 26.42it/s, loss=3.95, v_num=0]
    Epoch 1:   8%|▊         | 2732/33666 [01:43<19:31, 26.42it/s, loss=3.94, v_num=0]
    Epoch 1:   8%|▊         | 2733/33666 [01:43<19:30, 26.42it/s, loss=3.94, v_num=0]
    Epoch 1:   8%|▊         | 2733/33666 [01:43<19:30, 26.42it/s, loss=3.89, v_num=0]
    Epoch 1:   8%|▊         | 2734/33666 [01:43<19:30, 26.42it/s, loss=3.89, v_num=0]
    Epoch 1:   8%|▊         | 2734/33666 [01:43<19:30, 26.42it/s, loss=3.9, v_num=0] 
    Epoch 1:   8%|▊         | 2735/33666 [01:43<19:30, 26.42it/s, loss=3.9, v_num=0]
    Epoch 1:   8%|▊         | 2735/33666 [01:43<19:30, 26.42it/s, loss=3.95, v_num=0]
    Epoch 1:   8%|▊         | 2736/33666 [01:43<19:30, 26.42it/s, loss=3.95, v_num=0]
    Epoch 1:   8%|▊         | 2736/33666 [01:43<19:30, 26.42it/s, loss=3.95, v_num=0]
    Epoch 1:   8%|▊         | 2737/33666 [01:43<19:30, 26.42it/s, loss=3.95, v_num=0]
    Epoch 1:   8%|▊         | 2737/33666 [01:43<19:30, 26.42it/s, loss=3.96, v_num=0]
    Epoch 1:   8%|▊         | 2738/33666 [01:43<19:30, 26.42it/s, loss=3.96, v_num=0]
    Epoch 1:   8%|▊         | 2738/33666 [01:43<19:30, 26.42it/s, loss=3.99, v_num=0]
    Epoch 1:   8%|▊         | 2739/33666 [01:43<19:30, 26.42it/s, loss=3.99, v_num=0]
    Epoch 1:   8%|▊         | 2739/33666 [01:43<19:30, 26.42it/s, loss=4, v_num=0]   
    Epoch 1:   8%|▊         | 2740/33666 [01:43<19:30, 26.42it/s, loss=4, v_num=0]
    Epoch 1:   8%|▊         | 2740/33666 [01:43<19:30, 26.42it/s, loss=4.03, v_num=0]
    Epoch 1:   8%|▊         | 2741/33666 [01:43<19:30, 26.42it/s, loss=4.03, v_num=0]
    Epoch 1:   8%|▊         | 2741/33666 [01:43<19:30, 26.42it/s, loss=4.07, v_num=0]
    Epoch 1:   8%|▊         | 2742/33666 [01:43<19:30, 26.42it/s, loss=4.07, v_num=0]
    Epoch 1:   8%|▊         | 2742/33666 [01:43<19:30, 26.42it/s, loss=4.08, v_num=0]
    Epoch 1:   8%|▊         | 2743/33666 [01:43<19:30, 26.42it/s, loss=4.08, v_num=0]
    Epoch 1:   8%|▊         | 2743/33666 [01:43<19:30, 26.42it/s, loss=4.04, v_num=0]
    Epoch 1:   8%|▊         | 2744/33666 [01:43<19:30, 26.42it/s, loss=4.04, v_num=0]
    Epoch 1:   8%|▊         | 2744/33666 [01:43<19:30, 26.42it/s, loss=4.16, v_num=0]
    Epoch 1:   8%|▊         | 2745/33666 [01:43<19:30, 26.42it/s, loss=4.16, v_num=0]
    Epoch 1:   8%|▊         | 2745/33666 [01:43<19:30, 26.42it/s, loss=4.15, v_num=0]
    Epoch 1:   8%|▊         | 2746/33666 [01:43<19:30, 26.42it/s, loss=4.15, v_num=0]
    Epoch 1:   8%|▊         | 2746/33666 [01:43<19:30, 26.42it/s, loss=4.2, v_num=0] 
    Epoch 1:   8%|▊         | 2747/33666 [01:43<19:30, 26.42it/s, loss=4.2, v_num=0]
    Epoch 1:   8%|▊         | 2747/33666 [01:43<19:30, 26.42it/s, loss=4.2, v_num=0]
    Epoch 1:   8%|▊         | 2748/33666 [01:44<19:30, 26.42it/s, loss=4.2, v_num=0]
    Epoch 1:   8%|▊         | 2748/33666 [01:44<19:30, 26.42it/s, loss=4.19, v_num=0]
    Epoch 1:   8%|▊         | 2749/33666 [01:44<19:30, 26.42it/s, loss=4.19, v_num=0]
    Epoch 1:   8%|▊         | 2749/33666 [01:44<19:30, 26.42it/s, loss=4.15, v_num=0]
    Epoch 1:   8%|▊         | 2750/33666 [01:44<19:30, 26.42it/s, loss=4.15, v_num=0]
    Epoch 1:   8%|▊         | 2750/33666 [01:44<19:30, 26.42it/s, loss=4.14, v_num=0]
    Epoch 1:   8%|▊         | 2751/33666 [01:44<19:30, 26.42it/s, loss=4.14, v_num=0]
    Epoch 1:   8%|▊         | 2751/33666 [01:44<19:30, 26.42it/s, loss=4.08, v_num=0]
    Epoch 1:   8%|▊         | 2752/33666 [01:44<19:30, 26.42it/s, loss=4.08, v_num=0]
    Epoch 1:   8%|▊         | 2752/33666 [01:44<19:30, 26.42it/s, loss=4.07, v_num=0]
    Epoch 1:   8%|▊         | 2753/33666 [01:44<19:30, 26.42it/s, loss=4.07, v_num=0]
    Epoch 1:   8%|▊         | 2753/33666 [01:44<19:30, 26.42it/s, loss=4.16, v_num=0]
    Epoch 1:   8%|▊         | 2754/33666 [01:44<19:30, 26.42it/s, loss=4.16, v_num=0]
    Epoch 1:   8%|▊         | 2754/33666 [01:44<19:30, 26.42it/s, loss=4.15, v_num=0]
    Epoch 1:   8%|▊         | 2755/33666 [01:44<19:30, 26.42it/s, loss=4.15, v_num=0]
    Epoch 1:   8%|▊         | 2755/33666 [01:44<19:30, 26.42it/s, loss=4.12, v_num=0]
    Epoch 1:   8%|▊         | 2756/33666 [01:44<19:30, 26.42it/s, loss=4.12, v_num=0]
    Epoch 1:   8%|▊         | 2756/33666 [01:44<19:30, 26.42it/s, loss=4.09, v_num=0]
    Epoch 1:   8%|▊         | 2757/33666 [01:44<19:29, 26.42it/s, loss=4.09, v_num=0]
    Epoch 1:   8%|▊         | 2757/33666 [01:44<19:29, 26.42it/s, loss=4.16, v_num=0]
    Epoch 1:   8%|▊         | 2758/33666 [01:44<19:29, 26.42it/s, loss=4.16, v_num=0]
    Epoch 1:   8%|▊         | 2758/33666 [01:44<19:29, 26.42it/s, loss=4.11, v_num=0]
    Epoch 1:   8%|▊         | 2759/33666 [01:44<19:29, 26.42it/s, loss=4.11, v_num=0]
    Epoch 1:   8%|▊         | 2759/33666 [01:44<19:29, 26.42it/s, loss=4.11, v_num=0]
    Epoch 1:   8%|▊         | 2760/33666 [01:44<19:29, 26.42it/s, loss=4.11, v_num=0]
    Epoch 1:   8%|▊         | 2760/33666 [01:44<19:29, 26.42it/s, loss=4.08, v_num=0]
    Epoch 1:   8%|▊         | 2761/33666 [01:44<19:29, 26.42it/s, loss=4.08, v_num=0]
    Epoch 1:   8%|▊         | 2761/33666 [01:44<19:29, 26.42it/s, loss=4.03, v_num=0]
    Epoch 1:   8%|▊         | 2762/33666 [01:44<19:29, 26.42it/s, loss=4.03, v_num=0]
    Epoch 1:   8%|▊         | 2762/33666 [01:44<19:29, 26.42it/s, loss=4.06, v_num=0]
    Epoch 1:   8%|▊         | 2763/33666 [01:44<19:29, 26.42it/s, loss=4.06, v_num=0]
    Epoch 1:   8%|▊         | 2763/33666 [01:44<19:29, 26.42it/s, loss=4.05, v_num=0]
    Epoch 1:   8%|▊         | 2764/33666 [01:44<19:29, 26.42it/s, loss=4.05, v_num=0]
    Epoch 1:   8%|▊         | 2764/33666 [01:44<19:29, 26.42it/s, loss=4, v_num=0]   
    Epoch 1:   8%|▊         | 2765/33666 [01:44<19:29, 26.42it/s, loss=4, v_num=0]
    Epoch 1:   8%|▊         | 2765/33666 [01:44<19:29, 26.42it/s, loss=4, v_num=0]
    Epoch 1:   8%|▊         | 2766/33666 [01:44<19:29, 26.42it/s, loss=4, v_num=0]
    Epoch 1:   8%|▊         | 2766/33666 [01:44<19:29, 26.42it/s, loss=4.02, v_num=0]
    Epoch 1:   8%|▊         | 2767/33666 [01:44<19:29, 26.42it/s, loss=4.02, v_num=0]
    Epoch 1:   8%|▊         | 2767/33666 [01:44<19:29, 26.42it/s, loss=4.03, v_num=0]
    Epoch 1:   8%|▊         | 2768/33666 [01:44<19:29, 26.42it/s, loss=4.03, v_num=0]
    Epoch 1:   8%|▊         | 2768/33666 [01:44<19:29, 26.42it/s, loss=4.01, v_num=0]
    Epoch 1:   8%|▊         | 2769/33666 [01:44<19:29, 26.42it/s, loss=4.01, v_num=0]
    Epoch 1:   8%|▊         | 2769/33666 [01:44<19:29, 26.42it/s, loss=4, v_num=0]   
    Epoch 1:   8%|▊         | 2770/33666 [01:44<19:29, 26.42it/s, loss=4, v_num=0]
    Epoch 1:   8%|▊         | 2770/33666 [01:44<19:29, 26.42it/s, loss=4.01, v_num=0]
    Epoch 1:   8%|▊         | 2771/33666 [01:44<19:29, 26.42it/s, loss=4.01, v_num=0]
    Epoch 1:   8%|▊         | 2771/33666 [01:44<19:29, 26.42it/s, loss=4.02, v_num=0]
    Epoch 1:   8%|▊         | 2772/33666 [01:44<19:29, 26.42it/s, loss=4.02, v_num=0]
    Epoch 1:   8%|▊         | 2772/33666 [01:44<19:29, 26.42it/s, loss=4.06, v_num=0]
    Epoch 1:   8%|▊         | 2773/33666 [01:44<19:29, 26.42it/s, loss=4.06, v_num=0]
    Epoch 1:   8%|▊         | 2773/33666 [01:44<19:29, 26.42it/s, loss=4.01, v_num=0]
    Epoch 1:   8%|▊         | 2774/33666 [01:44<19:29, 26.42it/s, loss=4.01, v_num=0]
    Epoch 1:   8%|▊         | 2774/33666 [01:44<19:29, 26.42it/s, loss=4.03, v_num=0]
    Epoch 1:   8%|▊         | 2775/33666 [01:45<19:29, 26.42it/s, loss=4.03, v_num=0]
    Epoch 1:   8%|▊         | 2775/33666 [01:45<19:29, 26.42it/s, loss=4.02, v_num=0]
    Epoch 1:   8%|▊         | 2776/33666 [01:45<19:29, 26.42it/s, loss=4.02, v_num=0]
    Epoch 1:   8%|▊         | 2776/33666 [01:45<19:29, 26.42it/s, loss=4.02, v_num=0]
    Epoch 1:   8%|▊         | 2777/33666 [01:45<19:29, 26.42it/s, loss=4.02, v_num=0]
    Epoch 1:   8%|▊         | 2777/33666 [01:45<19:29, 26.42it/s, loss=3.94, v_num=0]
    Epoch 1:   8%|▊         | 2778/33666 [01:45<19:29, 26.42it/s, loss=3.94, v_num=0]
    Epoch 1:   8%|▊         | 2778/33666 [01:45<19:29, 26.42it/s, loss=3.95, v_num=0]
    Epoch 1:   8%|▊         | 2779/33666 [01:45<19:29, 26.42it/s, loss=3.95, v_num=0]
    Epoch 1:   8%|▊         | 2779/33666 [01:45<19:29, 26.42it/s, loss=3.94, v_num=0]
    Epoch 1:   8%|▊         | 2780/33666 [01:45<19:29, 26.42it/s, loss=3.94, v_num=0]
    Epoch 1:   8%|▊         | 2780/33666 [01:45<19:29, 26.42it/s, loss=3.97, v_num=0]
    Epoch 1:   8%|▊         | 2781/33666 [01:45<19:29, 26.42it/s, loss=3.97, v_num=0]
    Epoch 1:   8%|▊         | 2781/33666 [01:45<19:29, 26.42it/s, loss=3.97, v_num=0]
    Epoch 1:   8%|▊         | 2782/33666 [01:45<19:29, 26.42it/s, loss=3.97, v_num=0]
    Epoch 1:   8%|▊         | 2782/33666 [01:45<19:29, 26.42it/s, loss=3.95, v_num=0]
    Epoch 1:   8%|▊         | 2783/33666 [01:45<19:28, 26.42it/s, loss=3.95, v_num=0]
    Epoch 1:   8%|▊         | 2783/33666 [01:45<19:28, 26.42it/s, loss=3.96, v_num=0]
    Epoch 1:   8%|▊         | 2784/33666 [01:45<19:28, 26.42it/s, loss=3.96, v_num=0]
    Epoch 1:   8%|▊         | 2784/33666 [01:45<19:28, 26.42it/s, loss=3.98, v_num=0]
    Epoch 1:   8%|▊         | 2785/33666 [01:45<19:28, 26.42it/s, loss=3.98, v_num=0]
    Epoch 1:   8%|▊         | 2785/33666 [01:45<19:28, 26.42it/s, loss=3.95, v_num=0]
    Epoch 1:   8%|▊         | 2786/33666 [01:45<19:28, 26.42it/s, loss=3.95, v_num=0]
    Epoch 1:   8%|▊         | 2786/33666 [01:45<19:28, 26.42it/s, loss=3.92, v_num=0]
    Epoch 1:   8%|▊         | 2787/33666 [01:45<19:28, 26.42it/s, loss=3.92, v_num=0]
    Epoch 1:   8%|▊         | 2787/33666 [01:45<19:28, 26.42it/s, loss=3.89, v_num=0]
    Epoch 1:   8%|▊         | 2788/33666 [01:45<19:28, 26.42it/s, loss=3.89, v_num=0]
    Epoch 1:   8%|▊         | 2788/33666 [01:45<19:28, 26.42it/s, loss=3.95, v_num=0]
    Epoch 1:   8%|▊         | 2789/33666 [01:45<19:28, 26.42it/s, loss=3.95, v_num=0]
    Epoch 1:   8%|▊         | 2789/33666 [01:45<19:28, 26.42it/s, loss=3.99, v_num=0]
    Epoch 1:   8%|▊         | 2790/33666 [01:45<19:28, 26.42it/s, loss=3.99, v_num=0]
    Epoch 1:   8%|▊         | 2790/33666 [01:45<19:28, 26.42it/s, loss=4.03, v_num=0]
    Epoch 1:   8%|▊         | 2791/33666 [01:45<19:28, 26.42it/s, loss=4.03, v_num=0]
    Epoch 1:   8%|▊         | 2791/33666 [01:45<19:28, 26.42it/s, loss=4.02, v_num=0]
    Epoch 1:   8%|▊         | 2792/33666 [01:45<19:28, 26.42it/s, loss=4.02, v_num=0]
    Epoch 1:   8%|▊         | 2792/33666 [01:45<19:28, 26.42it/s, loss=4, v_num=0]   
    Epoch 1:   8%|▊         | 2793/33666 [01:45<19:28, 26.42it/s, loss=4, v_num=0]
    Epoch 1:   8%|▊         | 2793/33666 [01:45<19:28, 26.42it/s, loss=4.03, v_num=0]
    Epoch 1:   8%|▊         | 2794/33666 [01:45<19:28, 26.42it/s, loss=4.03, v_num=0]
    Epoch 1:   8%|▊         | 2794/33666 [01:45<19:28, 26.42it/s, loss=4.03, v_num=0]
    Epoch 1:   8%|▊         | 2795/33666 [01:45<19:28, 26.42it/s, loss=4.03, v_num=0]
    Epoch 1:   8%|▊         | 2795/33666 [01:45<19:28, 26.42it/s, loss=4.05, v_num=0]
    Epoch 1:   8%|▊         | 2796/33666 [01:45<19:28, 26.42it/s, loss=4.05, v_num=0]
    Epoch 1:   8%|▊         | 2796/33666 [01:45<19:28, 26.42it/s, loss=4.06, v_num=0]
    Epoch 1:   8%|▊         | 2797/33666 [01:45<19:28, 26.42it/s, loss=4.06, v_num=0]
    Epoch 1:   8%|▊         | 2797/33666 [01:45<19:28, 26.42it/s, loss=4.02, v_num=0]
    Epoch 1:   8%|▊         | 2798/33666 [01:45<19:28, 26.42it/s, loss=4.02, v_num=0]
    Epoch 1:   8%|▊         | 2798/33666 [01:45<19:28, 26.42it/s, loss=4.08, v_num=0]
    Epoch 1:   8%|▊         | 2799/33666 [01:45<19:28, 26.42it/s, loss=4.08, v_num=0]
    Epoch 1:   8%|▊         | 2799/33666 [01:45<19:28, 26.42it/s, loss=4.14, v_num=0]
    Epoch 1:   8%|▊         | 2800/33666 [01:45<19:28, 26.42it/s, loss=4.14, v_num=0]
    Epoch 1:   8%|▊         | 2800/33666 [01:45<19:28, 26.42it/s, loss=4.11, v_num=0]
    Epoch 1:   8%|▊         | 2801/33666 [01:45<19:28, 26.42it/s, loss=4.11, v_num=0]
    Epoch 1:   8%|▊         | 2801/33666 [01:46<19:28, 26.42it/s, loss=4.09, v_num=0]
    Epoch 1:   8%|▊         | 2802/33666 [01:46<19:27, 26.43it/s, loss=4.09, v_num=0]
    Epoch 1:   8%|▊         | 2802/33666 [01:46<19:27, 26.43it/s, loss=4.07, v_num=0]
    Epoch 1:   8%|▊         | 2803/33666 [01:46<19:27, 26.42it/s, loss=4.07, v_num=0]
    Epoch 1:   8%|▊         | 2803/33666 [01:46<19:27, 26.42it/s, loss=4.11, v_num=0]
    Epoch 1:   8%|▊         | 2804/33666 [01:46<19:27, 26.42it/s, loss=4.11, v_num=0]
    Epoch 1:   8%|▊         | 2804/33666 [01:46<19:27, 26.42it/s, loss=4.13, v_num=0]
    Epoch 1:   8%|▊         | 2805/33666 [01:46<19:27, 26.43it/s, loss=4.13, v_num=0]
    Epoch 1:   8%|▊         | 2805/33666 [01:46<19:27, 26.42it/s, loss=4.22, v_num=0]
    Epoch 1:   8%|▊         | 2806/33666 [01:46<19:27, 26.43it/s, loss=4.22, v_num=0]
    Epoch 1:   8%|▊         | 2806/33666 [01:46<19:27, 26.43it/s, loss=4.24, v_num=0]
    Epoch 1:   8%|▊         | 2807/33666 [01:46<19:27, 26.43it/s, loss=4.24, v_num=0]
    Epoch 1:   8%|▊         | 2807/33666 [01:46<19:27, 26.43it/s, loss=4.25, v_num=0]
    Epoch 1:   8%|▊         | 2808/33666 [01:46<19:27, 26.43it/s, loss=4.25, v_num=0]
    Epoch 1:   8%|▊         | 2808/33666 [01:46<19:27, 26.43it/s, loss=4.23, v_num=0]
    Epoch 1:   8%|▊         | 2809/33666 [01:46<19:27, 26.43it/s, loss=4.23, v_num=0]
    Epoch 1:   8%|▊         | 2809/33666 [01:46<19:27, 26.43it/s, loss=4.26, v_num=0]
    Epoch 1:   8%|▊         | 2810/33666 [01:46<19:27, 26.43it/s, loss=4.26, v_num=0]
    Epoch 1:   8%|▊         | 2810/33666 [01:46<19:27, 26.43it/s, loss=4.24, v_num=0]
    Epoch 1:   8%|▊         | 2811/33666 [01:46<19:27, 26.43it/s, loss=4.24, v_num=0]
    Epoch 1:   8%|▊         | 2811/33666 [01:46<19:27, 26.43it/s, loss=4.24, v_num=0]
    Epoch 1:   8%|▊         | 2812/33666 [01:46<19:27, 26.43it/s, loss=4.24, v_num=0]
    Epoch 1:   8%|▊         | 2812/33666 [01:46<19:27, 26.43it/s, loss=4.2, v_num=0] 
    Epoch 1:   8%|▊         | 2813/33666 [01:46<19:27, 26.43it/s, loss=4.2, v_num=0]
    Epoch 1:   8%|▊         | 2813/33666 [01:46<19:27, 26.43it/s, loss=4.23, v_num=0]
    Epoch 1:   8%|▊         | 2814/33666 [01:46<19:27, 26.43it/s, loss=4.23, v_num=0]
    Epoch 1:   8%|▊         | 2814/33666 [01:46<19:27, 26.43it/s, loss=4.19, v_num=0]
    Epoch 1:   8%|▊         | 2815/33666 [01:46<19:27, 26.43it/s, loss=4.19, v_num=0]
    Epoch 1:   8%|▊         | 2815/33666 [01:46<19:27, 26.43it/s, loss=4.19, v_num=0]
    Epoch 1:   8%|▊         | 2816/33666 [01:46<19:27, 26.43it/s, loss=4.19, v_num=0]
    Epoch 1:   8%|▊         | 2816/33666 [01:46<19:27, 26.43it/s, loss=4.19, v_num=0]
    Epoch 1:   8%|▊         | 2817/33666 [01:46<19:27, 26.43it/s, loss=4.19, v_num=0]
    Epoch 1:   8%|▊         | 2817/33666 [01:46<19:27, 26.43it/s, loss=4.26, v_num=0]
    Epoch 1:   8%|▊         | 2818/33666 [01:46<19:27, 26.43it/s, loss=4.26, v_num=0]
    Epoch 1:   8%|▊         | 2818/33666 [01:46<19:27, 26.43it/s, loss=4.2, v_num=0] 
    Epoch 1:   8%|▊         | 2819/33666 [01:46<19:27, 26.43it/s, loss=4.2, v_num=0]
    Epoch 1:   8%|▊         | 2819/33666 [01:46<19:27, 26.43it/s, loss=4.2, v_num=0]
    Epoch 1:   8%|▊         | 2820/33666 [01:46<19:27, 26.43it/s, loss=4.2, v_num=0]
    Epoch 1:   8%|▊         | 2820/33666 [01:46<19:27, 26.43it/s, loss=4.2, v_num=0]
    Epoch 1:   8%|▊         | 2821/33666 [01:46<19:27, 26.43it/s, loss=4.2, v_num=0]
    Epoch 1:   8%|▊         | 2821/33666 [01:46<19:27, 26.43it/s, loss=4.26, v_num=0]
    Epoch 1:   8%|▊         | 2822/33666 [01:46<19:27, 26.43it/s, loss=4.26, v_num=0]
    Epoch 1:   8%|▊         | 2822/33666 [01:46<19:27, 26.43it/s, loss=4.26, v_num=0]
    Epoch 1:   8%|▊         | 2823/33666 [01:46<19:27, 26.43it/s, loss=4.26, v_num=0]
    Epoch 1:   8%|▊         | 2823/33666 [01:46<19:27, 26.43it/s, loss=4.26, v_num=0]
    Epoch 1:   8%|▊         | 2824/33666 [01:46<19:26, 26.43it/s, loss=4.26, v_num=0]
    Epoch 1:   8%|▊         | 2824/33666 [01:46<19:26, 26.43it/s, loss=4.27, v_num=0]
    Epoch 1:   8%|▊         | 2825/33666 [01:46<19:26, 26.43it/s, loss=4.27, v_num=0]
    Epoch 1:   8%|▊         | 2825/33666 [01:46<19:26, 26.43it/s, loss=4.22, v_num=0]
    Epoch 1:   8%|▊         | 2826/33666 [01:46<19:26, 26.43it/s, loss=4.22, v_num=0]
    Epoch 1:   8%|▊         | 2826/33666 [01:46<19:26, 26.43it/s, loss=4.24, v_num=0]
    Epoch 1:   8%|▊         | 2827/33666 [01:46<19:26, 26.43it/s, loss=4.24, v_num=0]
    Epoch 1:   8%|▊         | 2827/33666 [01:46<19:26, 26.43it/s, loss=4.14, v_num=0]
    Epoch 1:   8%|▊         | 2828/33666 [01:46<19:26, 26.43it/s, loss=4.14, v_num=0]
    Epoch 1:   8%|▊         | 2828/33666 [01:46<19:26, 26.43it/s, loss=4.2, v_num=0] 
    Epoch 1:   8%|▊         | 2829/33666 [01:47<19:26, 26.43it/s, loss=4.2, v_num=0]
    Epoch 1:   8%|▊         | 2829/33666 [01:47<19:26, 26.43it/s, loss=4.1, v_num=0]
    Epoch 1:   8%|▊         | 2830/33666 [01:47<19:26, 26.43it/s, loss=4.1, v_num=0]
    Epoch 1:   8%|▊         | 2830/33666 [01:47<19:26, 26.43it/s, loss=4.08, v_num=0]
    Epoch 1:   8%|▊         | 2831/33666 [01:47<19:26, 26.43it/s, loss=4.08, v_num=0]
    Epoch 1:   8%|▊         | 2831/33666 [01:47<19:26, 26.43it/s, loss=4.07, v_num=0]
    Epoch 1:   8%|▊         | 2832/33666 [01:47<19:26, 26.43it/s, loss=4.07, v_num=0]
    Epoch 1:   8%|▊         | 2832/33666 [01:47<19:26, 26.43it/s, loss=4.09, v_num=0]
    Epoch 1:   8%|▊         | 2833/33666 [01:47<19:26, 26.43it/s, loss=4.09, v_num=0]
    Epoch 1:   8%|▊         | 2833/33666 [01:47<19:26, 26.43it/s, loss=4.02, v_num=0]
    Epoch 1:   8%|▊         | 2834/33666 [01:47<19:26, 26.43it/s, loss=4.02, v_num=0]
    Epoch 1:   8%|▊         | 2834/33666 [01:47<19:26, 26.43it/s, loss=4.05, v_num=0]
    Epoch 1:   8%|▊         | 2835/33666 [01:47<19:26, 26.43it/s, loss=4.05, v_num=0]
    Epoch 1:   8%|▊         | 2835/33666 [01:47<19:26, 26.43it/s, loss=4.04, v_num=0]
    Epoch 1:   8%|▊         | 2836/33666 [01:47<19:26, 26.43it/s, loss=4.04, v_num=0]
    Epoch 1:   8%|▊         | 2836/33666 [01:47<19:26, 26.43it/s, loss=4.04, v_num=0]
    Epoch 1:   8%|▊         | 2837/33666 [01:47<19:26, 26.43it/s, loss=4.04, v_num=0]
    Epoch 1:   8%|▊         | 2837/33666 [01:47<19:26, 26.43it/s, loss=4.04, v_num=0]
    Epoch 1:   8%|▊         | 2838/33666 [01:47<19:26, 26.43it/s, loss=4.04, v_num=0]
    Epoch 1:   8%|▊         | 2838/33666 [01:47<19:26, 26.43it/s, loss=4.05, v_num=0]
    Epoch 1:   8%|▊         | 2839/33666 [01:47<19:26, 26.43it/s, loss=4.05, v_num=0]
    Epoch 1:   8%|▊         | 2839/33666 [01:47<19:26, 26.43it/s, loss=3.96, v_num=0]
    Epoch 1:   8%|▊         | 2840/33666 [01:47<19:26, 26.43it/s, loss=3.96, v_num=0]
    Epoch 1:   8%|▊         | 2840/33666 [01:47<19:26, 26.43it/s, loss=3.98, v_num=0]
    Epoch 1:   8%|▊         | 2841/33666 [01:47<19:26, 26.43it/s, loss=3.98, v_num=0]
    Epoch 1:   8%|▊         | 2841/33666 [01:47<19:26, 26.43it/s, loss=4, v_num=0]   
    Epoch 1:   8%|▊         | 2842/33666 [01:47<19:26, 26.43it/s, loss=4, v_num=0]
    Epoch 1:   8%|▊         | 2842/33666 [01:47<19:26, 26.43it/s, loss=4.03, v_num=0]
    Epoch 1:   8%|▊         | 2843/33666 [01:47<19:26, 26.43it/s, loss=4.03, v_num=0]
    Epoch 1:   8%|▊         | 2843/33666 [01:47<19:26, 26.43it/s, loss=4.08, v_num=0]
    Epoch 1:   8%|▊         | 2844/33666 [01:47<19:26, 26.43it/s, loss=4.08, v_num=0]
    Epoch 1:   8%|▊         | 2844/33666 [01:47<19:26, 26.43it/s, loss=4.09, v_num=0]
    Epoch 1:   8%|▊         | 2845/33666 [01:47<19:26, 26.43it/s, loss=4.09, v_num=0]
    Epoch 1:   8%|▊         | 2845/33666 [01:47<19:26, 26.43it/s, loss=4.1, v_num=0] 
    Epoch 1:   8%|▊         | 2846/33666 [01:47<19:26, 26.43it/s, loss=4.1, v_num=0]
    Epoch 1:   8%|▊         | 2846/33666 [01:47<19:26, 26.43it/s, loss=4.14, v_num=0]
    Epoch 1:   8%|▊         | 2847/33666 [01:47<19:25, 26.43it/s, loss=4.14, v_num=0]
    Epoch 1:   8%|▊         | 2847/33666 [01:47<19:25, 26.43it/s, loss=4.18, v_num=0]
    Epoch 1:   8%|▊         | 2848/33666 [01:47<19:25, 26.43it/s, loss=4.18, v_num=0]
    Epoch 1:   8%|▊         | 2848/33666 [01:47<19:25, 26.43it/s, loss=4.12, v_num=0]
    Epoch 1:   8%|▊         | 2849/33666 [01:47<19:25, 26.43it/s, loss=4.12, v_num=0]
    Epoch 1:   8%|▊         | 2849/33666 [01:47<19:25, 26.43it/s, loss=4.18, v_num=0]
    Epoch 1:   8%|▊         | 2850/33666 [01:47<19:25, 26.43it/s, loss=4.18, v_num=0]
    Epoch 1:   8%|▊         | 2850/33666 [01:47<19:25, 26.43it/s, loss=4.14, v_num=0]
    Epoch 1:   8%|▊         | 2851/33666 [01:47<19:25, 26.43it/s, loss=4.14, v_num=0]
    Epoch 1:   8%|▊         | 2851/33666 [01:47<19:25, 26.43it/s, loss=4.25, v_num=0]
    Epoch 1:   8%|▊         | 2852/33666 [01:47<19:25, 26.43it/s, loss=4.25, v_num=0]
    Epoch 1:   8%|▊         | 2852/33666 [01:47<19:25, 26.43it/s, loss=4.27, v_num=0]
    Epoch 1:   8%|▊         | 2853/33666 [01:47<19:25, 26.43it/s, loss=4.27, v_num=0]
    Epoch 1:   8%|▊         | 2853/33666 [01:47<19:25, 26.43it/s, loss=4.27, v_num=0]
    Epoch 1:   8%|▊         | 2854/33666 [01:47<19:25, 26.43it/s, loss=4.27, v_num=0]
    Epoch 1:   8%|▊         | 2854/33666 [01:47<19:25, 26.43it/s, loss=4.3, v_num=0] 
    Epoch 1:   8%|▊         | 2855/33666 [01:48<19:25, 26.43it/s, loss=4.3, v_num=0]
    Epoch 1:   8%|▊         | 2855/33666 [01:48<19:25, 26.43it/s, loss=4.3, v_num=0]
    Epoch 1:   8%|▊         | 2856/33666 [01:48<19:25, 26.43it/s, loss=4.3, v_num=0]
    Epoch 1:   8%|▊         | 2856/33666 [01:48<19:25, 26.43it/s, loss=4.32, v_num=0]
    Epoch 1:   8%|▊         | 2857/33666 [01:48<19:25, 26.43it/s, loss=4.32, v_num=0]
    Epoch 1:   8%|▊         | 2857/33666 [01:48<19:25, 26.43it/s, loss=4.29, v_num=0]
    Epoch 1:   8%|▊         | 2858/33666 [01:48<19:25, 26.43it/s, loss=4.29, v_num=0]
    Epoch 1:   8%|▊         | 2858/33666 [01:48<19:25, 26.43it/s, loss=4.27, v_num=0]
    Epoch 1:   8%|▊         | 2859/33666 [01:48<19:25, 26.43it/s, loss=4.27, v_num=0]
    Epoch 1:   8%|▊         | 2859/33666 [01:48<19:25, 26.43it/s, loss=4.28, v_num=0]
    Epoch 1:   8%|▊         | 2860/33666 [01:48<19:25, 26.43it/s, loss=4.28, v_num=0]
    Epoch 1:   8%|▊         | 2860/33666 [01:48<19:25, 26.43it/s, loss=4.3, v_num=0] 
    Epoch 1:   8%|▊         | 2861/33666 [01:48<19:25, 26.43it/s, loss=4.3, v_num=0]
    Epoch 1:   8%|▊         | 2861/33666 [01:48<19:25, 26.43it/s, loss=4.27, v_num=0]
    Epoch 1:   9%|▊         | 2862/33666 [01:48<19:25, 26.43it/s, loss=4.27, v_num=0]
    Epoch 1:   9%|▊         | 2862/33666 [01:48<19:25, 26.43it/s, loss=4.3, v_num=0] 
    Epoch 1:   9%|▊         | 2863/33666 [01:48<19:25, 26.43it/s, loss=4.3, v_num=0]
    Epoch 1:   9%|▊         | 2863/33666 [01:48<19:25, 26.43it/s, loss=4.25, v_num=0]
    Epoch 1:   9%|▊         | 2864/33666 [01:48<19:25, 26.43it/s, loss=4.25, v_num=0]
    Epoch 1:   9%|▊         | 2864/33666 [01:48<19:25, 26.43it/s, loss=4.25, v_num=0]
    Epoch 1:   9%|▊         | 2865/33666 [01:48<19:25, 26.43it/s, loss=4.25, v_num=0]
    Epoch 1:   9%|▊         | 2865/33666 [01:48<19:25, 26.43it/s, loss=4.18, v_num=0]
    Epoch 1:   9%|▊         | 2866/33666 [01:48<19:25, 26.43it/s, loss=4.18, v_num=0]
    Epoch 1:   9%|▊         | 2866/33666 [01:48<19:25, 26.43it/s, loss=4.14, v_num=0]
    Epoch 1:   9%|▊         | 2867/33666 [01:48<19:25, 26.43it/s, loss=4.14, v_num=0]
    Epoch 1:   9%|▊         | 2867/33666 [01:48<19:25, 26.43it/s, loss=4.21, v_num=0]
    Epoch 1:   9%|▊         | 2868/33666 [01:48<19:25, 26.43it/s, loss=4.21, v_num=0]
    Epoch 1:   9%|▊         | 2868/33666 [01:48<19:25, 26.43it/s, loss=4.18, v_num=0]
    Epoch 1:   9%|▊         | 2869/33666 [01:48<19:25, 26.43it/s, loss=4.18, v_num=0]
    Epoch 1:   9%|▊         | 2869/33666 [01:48<19:25, 26.43it/s, loss=4.14, v_num=0]
    Epoch 1:   9%|▊         | 2870/33666 [01:48<19:25, 26.43it/s, loss=4.14, v_num=0]
    Epoch 1:   9%|▊         | 2870/33666 [01:48<19:25, 26.43it/s, loss=4.08, v_num=0]
    Epoch 1:   9%|▊         | 2871/33666 [01:48<19:25, 26.43it/s, loss=4.08, v_num=0]
    Epoch 1:   9%|▊         | 2871/33666 [01:48<19:25, 26.43it/s, loss=3.98, v_num=0]
    Epoch 1:   9%|▊         | 2872/33666 [01:48<19:25, 26.43it/s, loss=3.98, v_num=0]
    Epoch 1:   9%|▊         | 2872/33666 [01:48<19:25, 26.43it/s, loss=4.01, v_num=0]
    Epoch 1:   9%|▊         | 2873/33666 [01:48<19:25, 26.43it/s, loss=4.01, v_num=0]
    Epoch 1:   9%|▊         | 2873/33666 [01:48<19:25, 26.43it/s, loss=4.03, v_num=0]
    Epoch 1:   9%|▊         | 2874/33666 [01:48<19:25, 26.43it/s, loss=4.03, v_num=0]
    Epoch 1:   9%|▊         | 2874/33666 [01:48<19:25, 26.43it/s, loss=4, v_num=0]   
    Epoch 1:   9%|▊         | 2875/33666 [01:48<19:25, 26.43it/s, loss=4, v_num=0]
    Epoch 1:   9%|▊         | 2875/33666 [01:48<19:25, 26.43it/s, loss=4.04, v_num=0]
    Epoch 1:   9%|▊         | 2876/33666 [01:48<19:25, 26.43it/s, loss=4.04, v_num=0]
    Epoch 1:   9%|▊         | 2876/33666 [01:48<19:25, 26.43it/s, loss=4, v_num=0]   
    Epoch 1:   9%|▊         | 2877/33666 [01:48<19:25, 26.43it/s, loss=4, v_num=0]
    Epoch 1:   9%|▊         | 2877/33666 [01:48<19:25, 26.43it/s, loss=4.02, v_num=0]
    Epoch 1:   9%|▊         | 2878/33666 [01:48<19:24, 26.43it/s, loss=4.02, v_num=0]
    Epoch 1:   9%|▊         | 2878/33666 [01:48<19:24, 26.43it/s, loss=4.07, v_num=0]
    Epoch 1:   9%|▊         | 2879/33666 [01:48<19:24, 26.43it/s, loss=4.07, v_num=0]
    Epoch 1:   9%|▊         | 2879/33666 [01:48<19:24, 26.43it/s, loss=4.12, v_num=0]
    Epoch 1:   9%|▊         | 2880/33666 [01:48<19:24, 26.43it/s, loss=4.12, v_num=0]
    Epoch 1:   9%|▊         | 2880/33666 [01:48<19:24, 26.43it/s, loss=4.15, v_num=0]
    Epoch 1:   9%|▊         | 2881/33666 [01:49<19:24, 26.43it/s, loss=4.15, v_num=0]
    Epoch 1:   9%|▊         | 2881/33666 [01:49<19:24, 26.43it/s, loss=4.16, v_num=0]
    Epoch 1:   9%|▊         | 2882/33666 [01:49<19:24, 26.43it/s, loss=4.16, v_num=0]
    Epoch 1:   9%|▊         | 2882/33666 [01:49<19:24, 26.43it/s, loss=4.06, v_num=0]
    Epoch 1:   9%|▊         | 2883/33666 [01:49<19:24, 26.43it/s, loss=4.06, v_num=0]
    Epoch 1:   9%|▊         | 2883/33666 [01:49<19:24, 26.43it/s, loss=4.04, v_num=0]
    Epoch 1:   9%|▊         | 2884/33666 [01:49<19:24, 26.43it/s, loss=4.04, v_num=0]
    Epoch 1:   9%|▊         | 2884/33666 [01:49<19:24, 26.43it/s, loss=4.01, v_num=0]
    Epoch 1:   9%|▊         | 2885/33666 [01:49<19:24, 26.43it/s, loss=4.01, v_num=0]
    Epoch 1:   9%|▊         | 2885/33666 [01:49<19:24, 26.43it/s, loss=4.01, v_num=0]
    Epoch 1:   9%|▊         | 2886/33666 [01:49<19:24, 26.43it/s, loss=4.01, v_num=0]
    Epoch 1:   9%|▊         | 2886/33666 [01:49<19:24, 26.43it/s, loss=3.99, v_num=0]
    Epoch 1:   9%|▊         | 2887/33666 [01:49<19:24, 26.43it/s, loss=3.99, v_num=0]
    Epoch 1:   9%|▊         | 2887/33666 [01:49<19:24, 26.43it/s, loss=3.99, v_num=0]
    Epoch 1:   9%|▊         | 2888/33666 [01:49<19:24, 26.43it/s, loss=3.99, v_num=0]
    Epoch 1:   9%|▊         | 2888/33666 [01:49<19:24, 26.43it/s, loss=4.02, v_num=0]
    Epoch 1:   9%|▊         | 2889/33666 [01:49<19:24, 26.43it/s, loss=4.02, v_num=0]
    Epoch 1:   9%|▊         | 2889/33666 [01:49<19:24, 26.43it/s, loss=4.07, v_num=0]
    Epoch 1:   9%|▊         | 2890/33666 [01:49<19:24, 26.43it/s, loss=4.07, v_num=0]
    Epoch 1:   9%|▊         | 2890/33666 [01:49<19:24, 26.43it/s, loss=4.16, v_num=0]
    Epoch 1:   9%|▊         | 2891/33666 [01:49<19:24, 26.43it/s, loss=4.16, v_num=0]
    Epoch 1:   9%|▊         | 2891/33666 [01:49<19:24, 26.43it/s, loss=4.16, v_num=0]
    Epoch 1:   9%|▊         | 2892/33666 [01:49<19:24, 26.43it/s, loss=4.16, v_num=0]
    Epoch 1:   9%|▊         | 2892/33666 [01:49<19:24, 26.43it/s, loss=4.15, v_num=0]
    Epoch 1:   9%|▊         | 2893/33666 [01:49<19:24, 26.43it/s, loss=4.15, v_num=0]
    Epoch 1:   9%|▊         | 2893/33666 [01:49<19:24, 26.43it/s, loss=4.13, v_num=0]
    Epoch 1:   9%|▊         | 2894/33666 [01:49<19:24, 26.43it/s, loss=4.13, v_num=0]
    Epoch 1:   9%|▊         | 2894/33666 [01:49<19:24, 26.43it/s, loss=4.11, v_num=0]
    Epoch 1:   9%|▊         | 2895/33666 [01:49<19:24, 26.43it/s, loss=4.11, v_num=0]
    Epoch 1:   9%|▊         | 2895/33666 [01:49<19:24, 26.43it/s, loss=4.11, v_num=0]
    Epoch 1:   9%|▊         | 2896/33666 [01:49<19:24, 26.43it/s, loss=4.11, v_num=0]
    Epoch 1:   9%|▊         | 2896/33666 [01:49<19:24, 26.43it/s, loss=4.14, v_num=0]
    Epoch 1:   9%|▊         | 2897/33666 [01:49<19:24, 26.43it/s, loss=4.14, v_num=0]
    Epoch 1:   9%|▊         | 2897/33666 [01:49<19:24, 26.43it/s, loss=4.12, v_num=0]
    Epoch 1:   9%|▊         | 2898/33666 [01:49<19:24, 26.43it/s, loss=4.12, v_num=0]
    Epoch 1:   9%|▊         | 2898/33666 [01:49<19:24, 26.43it/s, loss=4.12, v_num=0]
    Epoch 1:   9%|▊         | 2899/33666 [01:49<19:23, 26.43it/s, loss=4.12, v_num=0]
    Epoch 1:   9%|▊         | 2899/33666 [01:49<19:23, 26.43it/s, loss=4.14, v_num=0]
    Epoch 1:   9%|▊         | 2900/33666 [01:49<19:23, 26.43it/s, loss=4.14, v_num=0]
    Epoch 1:   9%|▊         | 2900/33666 [01:49<19:23, 26.43it/s, loss=4.11, v_num=0]
    Epoch 1:   9%|▊         | 2901/33666 [01:49<19:23, 26.44it/s, loss=4.11, v_num=0]
    Epoch 1:   9%|▊         | 2901/33666 [01:49<19:23, 26.44it/s, loss=4.05, v_num=0]
    Epoch 1:   9%|▊         | 2902/33666 [01:49<19:23, 26.44it/s, loss=4.05, v_num=0]
    Epoch 1:   9%|▊         | 2902/33666 [01:49<19:23, 26.44it/s, loss=4.09, v_num=0]
    Epoch 1:   9%|▊         | 2903/33666 [01:49<19:23, 26.44it/s, loss=4.09, v_num=0]
    Epoch 1:   9%|▊         | 2903/33666 [01:49<19:23, 26.44it/s, loss=4.1, v_num=0] 
    Epoch 1:   9%|▊         | 2904/33666 [01:49<19:23, 26.44it/s, loss=4.1, v_num=0]
    Epoch 1:   9%|▊         | 2904/33666 [01:49<19:23, 26.44it/s, loss=4.13, v_num=0]
    Epoch 1:   9%|▊         | 2905/33666 [01:49<19:23, 26.44it/s, loss=4.13, v_num=0]
    Epoch 1:   9%|▊         | 2905/33666 [01:49<19:23, 26.44it/s, loss=4.17, v_num=0]
    Epoch 1:   9%|▊         | 2906/33666 [01:49<19:23, 26.44it/s, loss=4.17, v_num=0]
    Epoch 1:   9%|▊         | 2906/33666 [01:49<19:23, 26.44it/s, loss=4.21, v_num=0]
    Epoch 1:   9%|▊         | 2907/33666 [01:49<19:23, 26.44it/s, loss=4.21, v_num=0]
    Epoch 1:   9%|▊         | 2907/33666 [01:49<19:23, 26.44it/s, loss=4.15, v_num=0]
    Epoch 1:   9%|▊         | 2908/33666 [01:49<19:23, 26.44it/s, loss=4.15, v_num=0]
    Epoch 1:   9%|▊         | 2908/33666 [01:49<19:23, 26.44it/s, loss=4.2, v_num=0] 
    Epoch 1:   9%|▊         | 2909/33666 [01:50<19:23, 26.44it/s, loss=4.2, v_num=0]
    Epoch 1:   9%|▊         | 2909/33666 [01:50<19:23, 26.44it/s, loss=4.16, v_num=0]
    Epoch 1:   9%|▊         | 2910/33666 [01:50<19:23, 26.44it/s, loss=4.16, v_num=0]
    Epoch 1:   9%|▊         | 2910/33666 [01:50<19:23, 26.44it/s, loss=4.18, v_num=0]
    Epoch 1:   9%|▊         | 2911/33666 [01:50<19:23, 26.44it/s, loss=4.18, v_num=0]
    Epoch 1:   9%|▊         | 2911/33666 [01:50<19:23, 26.44it/s, loss=4.17, v_num=0]
    Epoch 1:   9%|▊         | 2912/33666 [01:50<19:23, 26.44it/s, loss=4.17, v_num=0]
    Epoch 1:   9%|▊         | 2912/33666 [01:50<19:23, 26.44it/s, loss=4.11, v_num=0]
    Epoch 1:   9%|▊         | 2913/33666 [01:50<19:23, 26.44it/s, loss=4.11, v_num=0]
    Epoch 1:   9%|▊         | 2913/33666 [01:50<19:23, 26.44it/s, loss=4.09, v_num=0]
    Epoch 1:   9%|▊         | 2914/33666 [01:50<19:23, 26.44it/s, loss=4.09, v_num=0]
    Epoch 1:   9%|▊         | 2914/33666 [01:50<19:23, 26.44it/s, loss=4.11, v_num=0]
    Epoch 1:   9%|▊         | 2915/33666 [01:50<19:23, 26.44it/s, loss=4.11, v_num=0]
    Epoch 1:   9%|▊         | 2915/33666 [01:50<19:23, 26.44it/s, loss=4.12, v_num=0]
    Epoch 1:   9%|▊         | 2916/33666 [01:50<19:23, 26.44it/s, loss=4.12, v_num=0]
    Epoch 1:   9%|▊         | 2916/33666 [01:50<19:23, 26.44it/s, loss=4.07, v_num=0]
    Epoch 1:   9%|▊         | 2917/33666 [01:50<19:22, 26.44it/s, loss=4.07, v_num=0]
    Epoch 1:   9%|▊         | 2917/33666 [01:50<19:22, 26.44it/s, loss=4.08, v_num=0]
    Epoch 1:   9%|▊         | 2918/33666 [01:50<19:22, 26.44it/s, loss=4.08, v_num=0]
    Epoch 1:   9%|▊         | 2918/33666 [01:50<19:22, 26.44it/s, loss=4, v_num=0]   
    Epoch 1:   9%|▊         | 2919/33666 [01:50<19:22, 26.44it/s, loss=4, v_num=0]
    Epoch 1:   9%|▊         | 2919/33666 [01:50<19:22, 26.44it/s, loss=3.93, v_num=0]
    Epoch 1:   9%|▊         | 2920/33666 [01:50<19:22, 26.44it/s, loss=3.93, v_num=0]
    Epoch 1:   9%|▊         | 2920/33666 [01:50<19:22, 26.44it/s, loss=3.9, v_num=0] 
    Epoch 1:   9%|▊         | 2921/33666 [01:50<19:22, 26.44it/s, loss=3.9, v_num=0]
    Epoch 1:   9%|▊         | 2921/33666 [01:50<19:22, 26.44it/s, loss=4.04, v_num=0]
    Epoch 1:   9%|▊         | 2922/33666 [01:50<19:22, 26.44it/s, loss=4.04, v_num=0]
    Epoch 1:   9%|▊         | 2922/33666 [01:50<19:22, 26.44it/s, loss=4.03, v_num=0]
    Epoch 1:   9%|▊         | 2923/33666 [01:50<19:22, 26.44it/s, loss=4.03, v_num=0]
    Epoch 1:   9%|▊         | 2923/33666 [01:50<19:22, 26.44it/s, loss=3.99, v_num=0]
    Epoch 1:   9%|▊         | 2924/33666 [01:50<19:22, 26.44it/s, loss=3.99, v_num=0]
    Epoch 1:   9%|▊         | 2924/33666 [01:50<19:22, 26.44it/s, loss=3.91, v_num=0]
    Epoch 1:   9%|▊         | 2925/33666 [01:50<19:22, 26.44it/s, loss=3.91, v_num=0]
    Epoch 1:   9%|▊         | 2925/33666 [01:50<19:22, 26.44it/s, loss=3.9, v_num=0] 
    Epoch 1:   9%|▊         | 2926/33666 [01:50<19:22, 26.44it/s, loss=3.9, v_num=0]
    Epoch 1:   9%|▊         | 2926/33666 [01:50<19:22, 26.44it/s, loss=3.86, v_num=0]
    Epoch 1:   9%|▊         | 2927/33666 [01:50<19:22, 26.44it/s, loss=3.86, v_num=0]
    Epoch 1:   9%|▊         | 2927/33666 [01:50<19:22, 26.44it/s, loss=3.87, v_num=0]
    Epoch 1:   9%|▊         | 2928/33666 [01:50<19:22, 26.44it/s, loss=3.87, v_num=0]
    Epoch 1:   9%|▊         | 2928/33666 [01:50<19:22, 26.44it/s, loss=3.83, v_num=0]
    Epoch 1:   9%|▊         | 2929/33666 [01:50<19:22, 26.44it/s, loss=3.83, v_num=0]
    Epoch 1:   9%|▊         | 2929/33666 [01:50<19:22, 26.44it/s, loss=3.85, v_num=0]
    Epoch 1:   9%|▊         | 2930/33666 [01:50<19:22, 26.44it/s, loss=3.85, v_num=0]
    Epoch 1:   9%|▊         | 2930/33666 [01:50<19:22, 26.44it/s, loss=3.84, v_num=0]
    Epoch 1:   9%|▊         | 2931/33666 [01:50<19:22, 26.44it/s, loss=3.84, v_num=0]
    Epoch 1:   9%|▊         | 2931/33666 [01:50<19:22, 26.44it/s, loss=3.86, v_num=0]
    Epoch 1:   9%|▊         | 2932/33666 [01:50<19:22, 26.44it/s, loss=3.86, v_num=0]
    Epoch 1:   9%|▊         | 2932/33666 [01:50<19:22, 26.44it/s, loss=3.91, v_num=0]
    Epoch 1:   9%|▊         | 2933/33666 [01:50<19:22, 26.44it/s, loss=3.91, v_num=0]
    Epoch 1:   9%|▊         | 2933/33666 [01:50<19:22, 26.44it/s, loss=3.96, v_num=0]
    Epoch 1:   9%|▊         | 2934/33666 [01:50<19:22, 26.44it/s, loss=3.96, v_num=0]
    Epoch 1:   9%|▊         | 2934/33666 [01:50<19:22, 26.44it/s, loss=3.95, v_num=0]
    Epoch 1:   9%|▊         | 2935/33666 [01:50<19:22, 26.44it/s, loss=3.95, v_num=0]
    Epoch 1:   9%|▊         | 2935/33666 [01:50<19:22, 26.44it/s, loss=3.92, v_num=0]
    Epoch 1:   9%|▊         | 2936/33666 [01:51<19:22, 26.45it/s, loss=3.92, v_num=0]
    Epoch 1:   9%|▊         | 2936/33666 [01:51<19:22, 26.45it/s, loss=3.97, v_num=0]
    Epoch 1:   9%|▊         | 2937/33666 [01:51<19:22, 26.44it/s, loss=3.97, v_num=0]
    Epoch 1:   9%|▊         | 2937/33666 [01:51<19:22, 26.44it/s, loss=3.96, v_num=0]
    Epoch 1:   9%|▊         | 2938/33666 [01:51<19:22, 26.44it/s, loss=3.96, v_num=0]
    Epoch 1:   9%|▊         | 2938/33666 [01:51<19:22, 26.44it/s, loss=3.99, v_num=0]
    Epoch 1:   9%|▊         | 2939/33666 [01:51<19:21, 26.44it/s, loss=3.99, v_num=0]
    Epoch 1:   9%|▊         | 2939/33666 [01:51<19:21, 26.44it/s, loss=3.98, v_num=0]
    Epoch 1:   9%|▊         | 2940/33666 [01:51<19:21, 26.44it/s, loss=3.98, v_num=0]
    Epoch 1:   9%|▊         | 2940/33666 [01:51<19:21, 26.44it/s, loss=4.03, v_num=0]
    Epoch 1:   9%|▊         | 2941/33666 [01:51<19:21, 26.45it/s, loss=4.03, v_num=0]
    Epoch 1:   9%|▊         | 2941/33666 [01:51<19:21, 26.44it/s, loss=3.92, v_num=0]
    Epoch 1:   9%|▊         | 2942/33666 [01:51<19:21, 26.44it/s, loss=3.92, v_num=0]
    Epoch 1:   9%|▊         | 2942/33666 [01:51<19:21, 26.44it/s, loss=3.95, v_num=0]
    Epoch 1:   9%|▊         | 2943/33666 [01:51<19:21, 26.45it/s, loss=3.95, v_num=0]
    Epoch 1:   9%|▊         | 2943/33666 [01:51<19:21, 26.44it/s, loss=4.01, v_num=0]
    Epoch 1:   9%|▊         | 2944/33666 [01:51<19:21, 26.44it/s, loss=4.01, v_num=0]
    Epoch 1:   9%|▊         | 2944/33666 [01:51<19:21, 26.44it/s, loss=4.07, v_num=0]
    Epoch 1:   9%|▊         | 2945/33666 [01:51<19:21, 26.44it/s, loss=4.07, v_num=0]
    Epoch 1:   9%|▊         | 2945/33666 [01:51<19:21, 26.44it/s, loss=4.06, v_num=0]
    Epoch 1:   9%|▉         | 2946/33666 [01:51<19:21, 26.44it/s, loss=4.06, v_num=0]
    Epoch 1:   9%|▉         | 2946/33666 [01:51<19:21, 26.44it/s, loss=4.14, v_num=0]
    Epoch 1:   9%|▉         | 2947/33666 [01:51<19:21, 26.44it/s, loss=4.14, v_num=0]
    Epoch 1:   9%|▉         | 2947/33666 [01:51<19:21, 26.44it/s, loss=4.16, v_num=0]
    Epoch 1:   9%|▉         | 2948/33666 [01:51<19:21, 26.44it/s, loss=4.16, v_num=0]
    Epoch 1:   9%|▉         | 2948/33666 [01:51<19:21, 26.44it/s, loss=4.21, v_num=0]
    Epoch 1:   9%|▉         | 2949/33666 [01:51<19:21, 26.44it/s, loss=4.21, v_num=0]
    Epoch 1:   9%|▉         | 2949/33666 [01:51<19:21, 26.44it/s, loss=4.19, v_num=0]
    Epoch 1:   9%|▉         | 2950/33666 [01:51<19:21, 26.44it/s, loss=4.19, v_num=0]
    Epoch 1:   9%|▉         | 2950/33666 [01:51<19:21, 26.44it/s, loss=4.18, v_num=0]
    Epoch 1:   9%|▉         | 2951/33666 [01:51<19:21, 26.44it/s, loss=4.18, v_num=0]
    Epoch 1:   9%|▉         | 2951/33666 [01:51<19:21, 26.44it/s, loss=4.17, v_num=0]
    Epoch 1:   9%|▉         | 2952/33666 [01:51<19:21, 26.44it/s, loss=4.17, v_num=0]
    Epoch 1:   9%|▉         | 2952/33666 [01:51<19:21, 26.44it/s, loss=4.18, v_num=0]
    Epoch 1:   9%|▉         | 2953/33666 [01:51<19:21, 26.44it/s, loss=4.18, v_num=0]
    Epoch 1:   9%|▉         | 2953/33666 [01:51<19:21, 26.44it/s, loss=4.17, v_num=0]
    Epoch 1:   9%|▉         | 2954/33666 [01:51<19:21, 26.44it/s, loss=4.17, v_num=0]
    Epoch 1:   9%|▉         | 2954/33666 [01:51<19:21, 26.44it/s, loss=4.08, v_num=0]
    Epoch 1:   9%|▉         | 2955/33666 [01:51<19:21, 26.44it/s, loss=4.08, v_num=0]
    Epoch 1:   9%|▉         | 2955/33666 [01:51<19:21, 26.44it/s, loss=4.13, v_num=0]
    Epoch 1:   9%|▉         | 2956/33666 [01:51<19:21, 26.44it/s, loss=4.13, v_num=0]
    Epoch 1:   9%|▉         | 2956/33666 [01:51<19:21, 26.44it/s, loss=4.16, v_num=0]
    Epoch 1:   9%|▉         | 2957/33666 [01:51<19:21, 26.44it/s, loss=4.16, v_num=0]
    Epoch 1:   9%|▉         | 2957/33666 [01:51<19:21, 26.44it/s, loss=4.14, v_num=0]
    Epoch 1:   9%|▉         | 2958/33666 [01:51<19:21, 26.44it/s, loss=4.14, v_num=0]
    Epoch 1:   9%|▉         | 2958/33666 [01:51<19:21, 26.44it/s, loss=4.13, v_num=0]
    Epoch 1:   9%|▉         | 2959/33666 [01:51<19:21, 26.44it/s, loss=4.13, v_num=0]
    Epoch 1:   9%|▉         | 2959/33666 [01:51<19:21, 26.44it/s, loss=4.18, v_num=0]
    Epoch 1:   9%|▉         | 2960/33666 [01:51<19:21, 26.44it/s, loss=4.18, v_num=0]
    Epoch 1:   9%|▉         | 2960/33666 [01:51<19:21, 26.44it/s, loss=4.17, v_num=0]
    Epoch 1:   9%|▉         | 2961/33666 [01:52<19:21, 26.43it/s, loss=4.17, v_num=0]
    Epoch 1:   9%|▉         | 2961/33666 [01:52<19:21, 26.43it/s, loss=4.17, v_num=0]
    Epoch 1:   9%|▉         | 2962/33666 [01:52<19:21, 26.43it/s, loss=4.17, v_num=0]
    Epoch 1:   9%|▉         | 2962/33666 [01:52<19:21, 26.43it/s, loss=4.16, v_num=0]
    Epoch 1:   9%|▉         | 2963/33666 [01:52<19:21, 26.43it/s, loss=4.16, v_num=0]
    Epoch 1:   9%|▉         | 2963/33666 [01:52<19:21, 26.43it/s, loss=4.12, v_num=0]
    Epoch 1:   9%|▉         | 2964/33666 [01:52<19:21, 26.43it/s, loss=4.12, v_num=0]
    Epoch 1:   9%|▉         | 2964/33666 [01:52<19:21, 26.43it/s, loss=4.08, v_num=0]
    Epoch 1:   9%|▉         | 2965/33666 [01:52<19:21, 26.43it/s, loss=4.08, v_num=0]
    Epoch 1:   9%|▉         | 2965/33666 [01:52<19:21, 26.43it/s, loss=4.15, v_num=0]
    Epoch 1:   9%|▉         | 2966/33666 [01:52<19:21, 26.43it/s, loss=4.15, v_num=0]
    Epoch 1:   9%|▉         | 2966/33666 [01:52<19:21, 26.43it/s, loss=4.08, v_num=0]
    Epoch 1:   9%|▉         | 2967/33666 [01:52<19:21, 26.43it/s, loss=4.08, v_num=0]
    Epoch 1:   9%|▉         | 2967/33666 [01:52<19:21, 26.43it/s, loss=4.07, v_num=0]
    Epoch 1:   9%|▉         | 2968/33666 [01:52<19:21, 26.43it/s, loss=4.07, v_num=0]
    Epoch 1:   9%|▉         | 2968/33666 [01:52<19:21, 26.43it/s, loss=4.08, v_num=0]
    Epoch 1:   9%|▉         | 2969/33666 [01:52<19:21, 26.43it/s, loss=4.08, v_num=0]
    Epoch 1:   9%|▉         | 2969/33666 [01:52<19:21, 26.43it/s, loss=4.06, v_num=0]
    Epoch 1:   9%|▉         | 2970/33666 [01:52<19:21, 26.43it/s, loss=4.06, v_num=0]
    Epoch 1:   9%|▉         | 2970/33666 [01:52<19:21, 26.43it/s, loss=4.08, v_num=0]
    Epoch 1:   9%|▉         | 2971/33666 [01:52<19:21, 26.43it/s, loss=4.08, v_num=0]
    Epoch 1:   9%|▉         | 2971/33666 [01:52<19:21, 26.43it/s, loss=4.09, v_num=0]
    Epoch 1:   9%|▉         | 2972/33666 [01:52<19:21, 26.43it/s, loss=4.09, v_num=0]
    Epoch 1:   9%|▉         | 2972/33666 [01:52<19:21, 26.43it/s, loss=4.08, v_num=0]
    Epoch 1:   9%|▉         | 2973/33666 [01:52<19:21, 26.42it/s, loss=4.08, v_num=0]
    Epoch 1:   9%|▉         | 2973/33666 [01:52<19:21, 26.42it/s, loss=4.07, v_num=0]
    Epoch 1:   9%|▉         | 2974/33666 [01:52<19:21, 26.42it/s, loss=4.07, v_num=0]
    Epoch 1:   9%|▉         | 2974/33666 [01:52<19:21, 26.42it/s, loss=4.14, v_num=0]
    Epoch 1:   9%|▉         | 2975/33666 [01:52<19:21, 26.42it/s, loss=4.14, v_num=0]
    Epoch 1:   9%|▉         | 2975/33666 [01:52<19:21, 26.42it/s, loss=4.08, v_num=0]
    Epoch 1:   9%|▉         | 2976/33666 [01:52<19:21, 26.42it/s, loss=4.08, v_num=0]
    Epoch 1:   9%|▉         | 2976/33666 [01:52<19:21, 26.42it/s, loss=4.04, v_num=0]
    Epoch 1:   9%|▉         | 2977/33666 [01:52<19:21, 26.42it/s, loss=4.04, v_num=0]
    Epoch 1:   9%|▉         | 2977/33666 [01:52<19:21, 26.42it/s, loss=4.08, v_num=0]
    Epoch 1:   9%|▉         | 2978/33666 [01:52<19:21, 26.42it/s, loss=4.08, v_num=0]
    Epoch 1:   9%|▉         | 2978/33666 [01:52<19:21, 26.42it/s, loss=4.11, v_num=0]
    Epoch 1:   9%|▉         | 2979/33666 [01:52<19:21, 26.42it/s, loss=4.11, v_num=0]
    Epoch 1:   9%|▉         | 2979/33666 [01:52<19:21, 26.42it/s, loss=4.11, v_num=0]
    Epoch 1:   9%|▉         | 2980/33666 [01:52<19:21, 26.42it/s, loss=4.11, v_num=0]
    Epoch 1:   9%|▉         | 2980/33666 [01:52<19:21, 26.42it/s, loss=4.05, v_num=0]
    Epoch 1:   9%|▉         | 2981/33666 [01:52<19:21, 26.42it/s, loss=4.05, v_num=0]
    Epoch 1:   9%|▉         | 2981/33666 [01:52<19:21, 26.42it/s, loss=4.1, v_num=0] 
    Epoch 1:   9%|▉         | 2982/33666 [01:52<19:21, 26.42it/s, loss=4.1, v_num=0]
    Epoch 1:   9%|▉         | 2982/33666 [01:52<19:21, 26.42it/s, loss=4.08, v_num=0]
    Epoch 1:   9%|▉         | 2983/33666 [01:52<19:21, 26.42it/s, loss=4.08, v_num=0]
    Epoch 1:   9%|▉         | 2983/33666 [01:52<19:21, 26.42it/s, loss=4.07, v_num=0]
    Epoch 1:   9%|▉         | 2984/33666 [01:52<19:21, 26.42it/s, loss=4.07, v_num=0]
    Epoch 1:   9%|▉         | 2984/33666 [01:52<19:21, 26.42it/s, loss=4.08, v_num=0]
    Epoch 1:   9%|▉         | 2985/33666 [01:52<19:21, 26.42it/s, loss=4.08, v_num=0]
    Epoch 1:   9%|▉         | 2985/33666 [01:52<19:21, 26.42it/s, loss=3.98, v_num=0]
    Epoch 1:   9%|▉         | 2986/33666 [01:53<19:21, 26.42it/s, loss=3.98, v_num=0]
    Epoch 1:   9%|▉         | 2986/33666 [01:53<19:21, 26.42it/s, loss=3.97, v_num=0]
    Epoch 1:   9%|▉         | 2987/33666 [01:53<19:21, 26.42it/s, loss=3.97, v_num=0]
    Epoch 1:   9%|▉         | 2987/33666 [01:53<19:21, 26.42it/s, loss=3.99, v_num=0]
    Epoch 1:   9%|▉         | 2988/33666 [01:53<19:21, 26.42it/s, loss=3.99, v_num=0]
    Epoch 1:   9%|▉         | 2988/33666 [01:53<19:21, 26.42it/s, loss=3.91, v_num=0]
    Epoch 1:   9%|▉         | 2989/33666 [01:53<19:21, 26.42it/s, loss=3.91, v_num=0]
    Epoch 1:   9%|▉         | 2989/33666 [01:53<19:21, 26.42it/s, loss=3.94, v_num=0]
    Epoch 1:   9%|▉         | 2990/33666 [01:53<19:21, 26.42it/s, loss=3.94, v_num=0]
    Epoch 1:   9%|▉         | 2990/33666 [01:53<19:21, 26.42it/s, loss=3.88, v_num=0]
    Epoch 1:   9%|▉         | 2991/33666 [01:53<19:21, 26.42it/s, loss=3.88, v_num=0]
    Epoch 1:   9%|▉         | 2991/33666 [01:53<19:21, 26.42it/s, loss=3.9, v_num=0] 
    Epoch 1:   9%|▉         | 2992/33666 [01:53<19:21, 26.42it/s, loss=3.9, v_num=0]
    Epoch 1:   9%|▉         | 2992/33666 [01:53<19:21, 26.42it/s, loss=3.95, v_num=0]
    Epoch 1:   9%|▉         | 2993/33666 [01:53<19:21, 26.42it/s, loss=3.95, v_num=0]
    Epoch 1:   9%|▉         | 2993/33666 [01:53<19:21, 26.42it/s, loss=4, v_num=0]   
    Epoch 1:   9%|▉         | 2994/33666 [01:53<19:21, 26.42it/s, loss=4, v_num=0]
    Epoch 1:   9%|▉         | 2994/33666 [01:53<19:21, 26.42it/s, loss=3.99, v_num=0]
    Epoch 1:   9%|▉         | 2995/33666 [01:53<19:21, 26.42it/s, loss=3.99, v_num=0]
    Epoch 1:   9%|▉         | 2995/33666 [01:53<19:21, 26.42it/s, loss=4.06, v_num=0]
    Epoch 1:   9%|▉         | 2996/33666 [01:53<19:21, 26.42it/s, loss=4.06, v_num=0]
    Epoch 1:   9%|▉         | 2996/33666 [01:53<19:21, 26.42it/s, loss=4.04, v_num=0]
    Epoch 1:   9%|▉         | 2997/33666 [01:53<19:20, 26.42it/s, loss=4.04, v_num=0]
    Epoch 1:   9%|▉         | 2997/33666 [01:53<19:20, 26.42it/s, loss=4.06, v_num=0]
    Epoch 1:   9%|▉         | 2998/33666 [01:53<19:20, 26.42it/s, loss=4.06, v_num=0]
    Epoch 1:   9%|▉         | 2998/33666 [01:53<19:20, 26.42it/s, loss=4.1, v_num=0] 
    Epoch 1:   9%|▉         | 2999/33666 [01:53<19:20, 26.42it/s, loss=4.1, v_num=0]
    Epoch 1:   9%|▉         | 2999/33666 [01:53<19:20, 26.42it/s, loss=4.08, v_num=0]
    Epoch 1:   9%|▉         | 3000/33666 [01:53<19:20, 26.42it/s, loss=4.08, v_num=0]
    Epoch 1:   9%|▉         | 3000/33666 [01:53<19:20, 26.42it/s, loss=4.15, v_num=0]
    Epoch 1:   9%|▉         | 3001/33666 [01:53<19:20, 26.42it/s, loss=4.15, v_num=0]
    Epoch 1:   9%|▉         | 3001/33666 [01:53<19:20, 26.42it/s, loss=4.13, v_num=0]
    Epoch 1:   9%|▉         | 3002/33666 [01:53<19:20, 26.42it/s, loss=4.13, v_num=0]
    Epoch 1:   9%|▉         | 3002/33666 [01:53<19:20, 26.42it/s, loss=4.13, v_num=0]
    Epoch 1:   9%|▉         | 3003/33666 [01:53<19:20, 26.42it/s, loss=4.13, v_num=0]
    Epoch 1:   9%|▉         | 3003/33666 [01:53<19:20, 26.42it/s, loss=4.13, v_num=0]
    Epoch 1:   9%|▉         | 3004/33666 [01:53<19:20, 26.42it/s, loss=4.13, v_num=0]
    Epoch 1:   9%|▉         | 3004/33666 [01:53<19:20, 26.42it/s, loss=4.16, v_num=0]
    Epoch 1:   9%|▉         | 3005/33666 [01:53<19:20, 26.42it/s, loss=4.16, v_num=0]
    Epoch 1:   9%|▉         | 3005/33666 [01:53<19:20, 26.42it/s, loss=4.22, v_num=0]
    Epoch 1:   9%|▉         | 3006/33666 [01:53<19:20, 26.42it/s, loss=4.22, v_num=0]
    Epoch 1:   9%|▉         | 3006/33666 [01:53<19:20, 26.42it/s, loss=4.25, v_num=0]
    Epoch 1:   9%|▉         | 3007/33666 [01:53<19:20, 26.42it/s, loss=4.25, v_num=0]
    Epoch 1:   9%|▉         | 3007/33666 [01:53<19:20, 26.42it/s, loss=4.2, v_num=0] 
    Epoch 1:   9%|▉         | 3008/33666 [01:53<19:20, 26.42it/s, loss=4.2, v_num=0]
    Epoch 1:   9%|▉         | 3008/33666 [01:53<19:20, 26.42it/s, loss=4.31, v_num=0]
    Epoch 1:   9%|▉         | 3009/33666 [01:53<19:20, 26.42it/s, loss=4.31, v_num=0]
    Epoch 1:   9%|▉         | 3009/33666 [01:53<19:20, 26.42it/s, loss=4.32, v_num=0]
    Epoch 1:   9%|▉         | 3010/33666 [01:53<19:20, 26.42it/s, loss=4.32, v_num=0]
    Epoch 1:   9%|▉         | 3010/33666 [01:53<19:20, 26.42it/s, loss=4.35, v_num=0]
    Epoch 1:   9%|▉         | 3011/33666 [01:53<19:20, 26.42it/s, loss=4.35, v_num=0]
    Epoch 1:   9%|▉         | 3011/33666 [01:53<19:20, 26.42it/s, loss=4.33, v_num=0]
    Epoch 1:   9%|▉         | 3012/33666 [01:54<19:20, 26.41it/s, loss=4.33, v_num=0]
    Epoch 1:   9%|▉         | 3012/33666 [01:54<19:20, 26.41it/s, loss=4.28, v_num=0]
    Epoch 1:   9%|▉         | 3013/33666 [01:54<19:20, 26.41it/s, loss=4.28, v_num=0]
    Epoch 1:   9%|▉         | 3013/33666 [01:54<19:20, 26.41it/s, loss=4.18, v_num=0]
    Epoch 1:   9%|▉         | 3014/33666 [01:54<19:20, 26.42it/s, loss=4.18, v_num=0]
    Epoch 1:   9%|▉         | 3014/33666 [01:54<19:20, 26.41it/s, loss=4.16, v_num=0]
    Epoch 1:   9%|▉         | 3015/33666 [01:54<19:20, 26.42it/s, loss=4.16, v_num=0]
    Epoch 1:   9%|▉         | 3015/33666 [01:54<19:20, 26.42it/s, loss=4.13, v_num=0]
    Epoch 1:   9%|▉         | 3016/33666 [01:54<19:20, 26.41it/s, loss=4.13, v_num=0]
    Epoch 1:   9%|▉         | 3016/33666 [01:54<19:20, 26.41it/s, loss=4.13, v_num=0]
    Epoch 1:   9%|▉         | 3017/33666 [01:54<19:20, 26.41it/s, loss=4.13, v_num=0]
    Epoch 1:   9%|▉         | 3017/33666 [01:54<19:20, 26.41it/s, loss=4.11, v_num=0]
    Epoch 1:   9%|▉         | 3018/33666 [01:54<19:20, 26.41it/s, loss=4.11, v_num=0]
    Epoch 1:   9%|▉         | 3018/33666 [01:54<19:20, 26.41it/s, loss=4.1, v_num=0] 
    Epoch 1:   9%|▉         | 3019/33666 [01:54<19:20, 26.41it/s, loss=4.1, v_num=0]
    Epoch 1:   9%|▉         | 3019/33666 [01:54<19:20, 26.41it/s, loss=4.13, v_num=0]
    Epoch 1:   9%|▉         | 3020/33666 [01:54<19:20, 26.41it/s, loss=4.13, v_num=0]
    Epoch 1:   9%|▉         | 3020/33666 [01:54<19:20, 26.41it/s, loss=4.06, v_num=0]
    Epoch 1:   9%|▉         | 3021/33666 [01:54<19:20, 26.41it/s, loss=4.06, v_num=0]
    Epoch 1:   9%|▉         | 3021/33666 [01:54<19:20, 26.41it/s, loss=4.06, v_num=0]
    Epoch 1:   9%|▉         | 3022/33666 [01:54<19:20, 26.41it/s, loss=4.06, v_num=0]
    Epoch 1:   9%|▉         | 3022/33666 [01:54<19:20, 26.41it/s, loss=4.11, v_num=0]
    Epoch 1:   9%|▉         | 3023/33666 [01:54<19:20, 26.41it/s, loss=4.11, v_num=0]
    Epoch 1:   9%|▉         | 3023/33666 [01:54<19:20, 26.41it/s, loss=4.12, v_num=0]
    Epoch 1:   9%|▉         | 3024/33666 [01:54<19:20, 26.41it/s, loss=4.12, v_num=0]
    Epoch 1:   9%|▉         | 3024/33666 [01:54<19:20, 26.41it/s, loss=4.11, v_num=0]
    Epoch 1:   9%|▉         | 3025/33666 [01:54<19:20, 26.41it/s, loss=4.11, v_num=0]
    Epoch 1:   9%|▉         | 3025/33666 [01:54<19:20, 26.41it/s, loss=4.08, v_num=0]
    Epoch 1:   9%|▉         | 3026/33666 [01:54<19:19, 26.41it/s, loss=4.08, v_num=0]
    Epoch 1:   9%|▉         | 3026/33666 [01:54<19:20, 26.41it/s, loss=4.05, v_num=0]
    Epoch 1:   9%|▉         | 3027/33666 [01:54<19:19, 26.41it/s, loss=4.05, v_num=0]
    Epoch 1:   9%|▉         | 3027/33666 [01:54<19:19, 26.41it/s, loss=4.1, v_num=0] 
    Epoch 1:   9%|▉         | 3028/33666 [01:54<19:19, 26.41it/s, loss=4.1, v_num=0]
    Epoch 1:   9%|▉         | 3028/33666 [01:54<19:19, 26.41it/s, loss=4.05, v_num=0]
    Epoch 1:   9%|▉         | 3029/33666 [01:54<19:19, 26.41it/s, loss=4.05, v_num=0]
    Epoch 1:   9%|▉         | 3029/33666 [01:54<19:19, 26.41it/s, loss=4.02, v_num=0]
    Epoch 1:   9%|▉         | 3030/33666 [01:54<19:19, 26.42it/s, loss=4.02, v_num=0]
    Epoch 1:   9%|▉         | 3030/33666 [01:54<19:19, 26.42it/s, loss=4.02, v_num=0]
    Epoch 1:   9%|▉         | 3031/33666 [01:54<19:19, 26.42it/s, loss=4.02, v_num=0]
    Epoch 1:   9%|▉         | 3031/33666 [01:54<19:19, 26.42it/s, loss=4.05, v_num=0]
    Epoch 1:   9%|▉         | 3032/33666 [01:54<19:19, 26.42it/s, loss=4.05, v_num=0]
    Epoch 1:   9%|▉         | 3032/33666 [01:54<19:19, 26.42it/s, loss=4.05, v_num=0]
    Epoch 1:   9%|▉         | 3033/33666 [01:54<19:19, 26.42it/s, loss=4.05, v_num=0]
    Epoch 1:   9%|▉         | 3033/33666 [01:54<19:19, 26.42it/s, loss=4.09, v_num=0]
    Epoch 1:   9%|▉         | 3034/33666 [01:54<19:19, 26.42it/s, loss=4.09, v_num=0]
    Epoch 1:   9%|▉         | 3034/33666 [01:54<19:19, 26.42it/s, loss=4.15, v_num=0]
    Epoch 1:   9%|▉         | 3035/33666 [01:54<19:19, 26.42it/s, loss=4.15, v_num=0]
    Epoch 1:   9%|▉         | 3035/33666 [01:54<19:19, 26.42it/s, loss=4.1, v_num=0] 
    Epoch 1:   9%|▉         | 3036/33666 [01:54<19:19, 26.42it/s, loss=4.1, v_num=0]
    Epoch 1:   9%|▉         | 3036/33666 [01:54<19:19, 26.42it/s, loss=4.08, v_num=0]
    Epoch 1:   9%|▉         | 3037/33666 [01:54<19:19, 26.41it/s, loss=4.08, v_num=0]
    Epoch 1:   9%|▉         | 3037/33666 [01:54<19:19, 26.41it/s, loss=4.09, v_num=0]
    Epoch 1:   9%|▉         | 3038/33666 [01:55<19:19, 26.41it/s, loss=4.09, v_num=0]
    Epoch 1:   9%|▉         | 3038/33666 [01:55<19:19, 26.41it/s, loss=4.08, v_num=0]
    Epoch 1:   9%|▉         | 3039/33666 [01:55<19:19, 26.42it/s, loss=4.08, v_num=0]
    Epoch 1:   9%|▉         | 3039/33666 [01:55<19:19, 26.42it/s, loss=4.07, v_num=0]
    Epoch 1:   9%|▉         | 3040/33666 [01:55<19:19, 26.42it/s, loss=4.07, v_num=0]
    Epoch 1:   9%|▉         | 3040/33666 [01:55<19:19, 26.42it/s, loss=4.08, v_num=0]
    Epoch 1:   9%|▉         | 3041/33666 [01:55<19:19, 26.42it/s, loss=4.08, v_num=0]
    Epoch 1:   9%|▉         | 3041/33666 [01:55<19:19, 26.42it/s, loss=4.07, v_num=0]
    Epoch 1:   9%|▉         | 3042/33666 [01:55<19:19, 26.42it/s, loss=4.07, v_num=0]
    Epoch 1:   9%|▉         | 3042/33666 [01:55<19:19, 26.42it/s, loss=4.07, v_num=0]
    Epoch 1:   9%|▉         | 3043/33666 [01:55<19:19, 26.42it/s, loss=4.07, v_num=0]
    Epoch 1:   9%|▉         | 3043/33666 [01:55<19:19, 26.42it/s, loss=4.13, v_num=0]
    Epoch 1:   9%|▉         | 3044/33666 [01:55<19:19, 26.42it/s, loss=4.13, v_num=0]
    Epoch 1:   9%|▉         | 3044/33666 [01:55<19:19, 26.42it/s, loss=4.14, v_num=0]
    Epoch 1:   9%|▉         | 3045/33666 [01:55<19:19, 26.42it/s, loss=4.14, v_num=0]
    Epoch 1:   9%|▉         | 3045/33666 [01:55<19:19, 26.42it/s, loss=4.15, v_num=0]
    Epoch 1:   9%|▉         | 3046/33666 [01:55<19:19, 26.42it/s, loss=4.15, v_num=0]
    Epoch 1:   9%|▉         | 3046/33666 [01:55<19:19, 26.42it/s, loss=4.13, v_num=0]
    Epoch 1:   9%|▉         | 3047/33666 [01:55<19:19, 26.42it/s, loss=4.13, v_num=0]
    Epoch 1:   9%|▉         | 3047/33666 [01:55<19:19, 26.42it/s, loss=4.13, v_num=0]
    Epoch 1:   9%|▉         | 3048/33666 [01:55<19:18, 26.42it/s, loss=4.13, v_num=0]
    Epoch 1:   9%|▉         | 3048/33666 [01:55<19:18, 26.42it/s, loss=4.1, v_num=0] 
    Epoch 1:   9%|▉         | 3049/33666 [01:55<19:18, 26.42it/s, loss=4.1, v_num=0]
    Epoch 1:   9%|▉         | 3049/33666 [01:55<19:18, 26.42it/s, loss=4.11, v_num=0]
    Epoch 1:   9%|▉         | 3050/33666 [01:55<19:18, 26.42it/s, loss=4.11, v_num=0]
    Epoch 1:   9%|▉         | 3050/33666 [01:55<19:18, 26.42it/s, loss=4.2, v_num=0] 
    Epoch 1:   9%|▉         | 3051/33666 [01:55<19:18, 26.42it/s, loss=4.2, v_num=0]
    Epoch 1:   9%|▉         | 3051/33666 [01:55<19:18, 26.42it/s, loss=4.16, v_num=0]
    Epoch 1:   9%|▉         | 3052/33666 [01:55<19:18, 26.42it/s, loss=4.16, v_num=0]
    Epoch 1:   9%|▉         | 3052/33666 [01:55<19:18, 26.42it/s, loss=4.13, v_num=0]
    Epoch 1:   9%|▉         | 3053/33666 [01:55<19:18, 26.42it/s, loss=4.13, v_num=0]
    Epoch 1:   9%|▉         | 3053/33666 [01:55<19:18, 26.42it/s, loss=4.13, v_num=0]
    Epoch 1:   9%|▉         | 3054/33666 [01:55<19:18, 26.42it/s, loss=4.13, v_num=0]
    Epoch 1:   9%|▉         | 3054/33666 [01:55<19:18, 26.42it/s, loss=4.11, v_num=0]
    Epoch 1:   9%|▉         | 3055/33666 [01:55<19:18, 26.42it/s, loss=4.11, v_num=0]
    Epoch 1:   9%|▉         | 3055/33666 [01:55<19:18, 26.42it/s, loss=4.15, v_num=0]
    Epoch 1:   9%|▉         | 3056/33666 [01:55<19:18, 26.42it/s, loss=4.15, v_num=0]
    Epoch 1:   9%|▉         | 3056/33666 [01:55<19:18, 26.42it/s, loss=4.18, v_num=0]
    Epoch 1:   9%|▉         | 3057/33666 [01:55<19:18, 26.42it/s, loss=4.18, v_num=0]
    Epoch 1:   9%|▉         | 3057/33666 [01:55<19:18, 26.42it/s, loss=4.22, v_num=0]
    Epoch 1:   9%|▉         | 3058/33666 [01:55<19:18, 26.42it/s, loss=4.22, v_num=0]
    Epoch 1:   9%|▉         | 3058/33666 [01:55<19:18, 26.42it/s, loss=4.23, v_num=0]
    Epoch 1:   9%|▉         | 3059/33666 [01:55<19:18, 26.42it/s, loss=4.23, v_num=0]
    Epoch 1:   9%|▉         | 3059/33666 [01:55<19:18, 26.42it/s, loss=4.23, v_num=0]
    Epoch 1:   9%|▉         | 3060/33666 [01:55<19:18, 26.42it/s, loss=4.23, v_num=0]
    Epoch 1:   9%|▉         | 3060/33666 [01:55<19:18, 26.42it/s, loss=4.28, v_num=0]
    Epoch 1:   9%|▉         | 3061/33666 [01:55<19:18, 26.42it/s, loss=4.28, v_num=0]
    Epoch 1:   9%|▉         | 3061/33666 [01:55<19:18, 26.42it/s, loss=4.27, v_num=0]
    Epoch 1:   9%|▉         | 3062/33666 [01:55<19:18, 26.42it/s, loss=4.27, v_num=0]
    Epoch 1:   9%|▉         | 3062/33666 [01:55<19:18, 26.42it/s, loss=4.19, v_num=0]
    Epoch 1:   9%|▉         | 3063/33666 [01:55<19:18, 26.42it/s, loss=4.19, v_num=0]
    Epoch 1:   9%|▉         | 3063/33666 [01:55<19:18, 26.42it/s, loss=4.14, v_num=0]
    Epoch 1:   9%|▉         | 3064/33666 [01:55<19:18, 26.42it/s, loss=4.14, v_num=0]
    Epoch 1:   9%|▉         | 3064/33666 [01:55<19:18, 26.42it/s, loss=4.15, v_num=0]
    Epoch 1:   9%|▉         | 3065/33666 [01:56<19:18, 26.42it/s, loss=4.15, v_num=0]
    Epoch 1:   9%|▉         | 3065/33666 [01:56<19:18, 26.42it/s, loss=4.17, v_num=0]
    Epoch 1:   9%|▉         | 3066/33666 [01:56<19:18, 26.42it/s, loss=4.17, v_num=0]
    Epoch 1:   9%|▉         | 3066/33666 [01:56<19:18, 26.42it/s, loss=4.23, v_num=0]
    Epoch 1:   9%|▉         | 3067/33666 [01:56<19:18, 26.42it/s, loss=4.23, v_num=0]
    Epoch 1:   9%|▉         | 3067/33666 [01:56<19:18, 26.42it/s, loss=4.29, v_num=0]
    Epoch 1:   9%|▉         | 3068/33666 [01:56<19:18, 26.42it/s, loss=4.29, v_num=0]
    Epoch 1:   9%|▉         | 3068/33666 [01:56<19:18, 26.42it/s, loss=4.25, v_num=0]
    Epoch 1:   9%|▉         | 3069/33666 [01:56<19:17, 26.42it/s, loss=4.25, v_num=0]
    Epoch 1:   9%|▉         | 3069/33666 [01:56<19:17, 26.42it/s, loss=4.21, v_num=0]
    Epoch 1:   9%|▉         | 3070/33666 [01:56<19:17, 26.42it/s, loss=4.21, v_num=0]
    Epoch 1:   9%|▉         | 3070/33666 [01:56<19:17, 26.42it/s, loss=4.1, v_num=0] 
    Epoch 1:   9%|▉         | 3071/33666 [01:56<19:17, 26.42it/s, loss=4.1, v_num=0]
    Epoch 1:   9%|▉         | 3071/33666 [01:56<19:17, 26.42it/s, loss=4.11, v_num=0]
    Epoch 1:   9%|▉         | 3072/33666 [01:56<19:17, 26.43it/s, loss=4.11, v_num=0]
    Epoch 1:   9%|▉         | 3072/33666 [01:56<19:17, 26.43it/s, loss=4.13, v_num=0]
    Epoch 1:   9%|▉         | 3073/33666 [01:56<19:17, 26.42it/s, loss=4.13, v_num=0]
    Epoch 1:   9%|▉         | 3073/33666 [01:56<19:17, 26.42it/s, loss=4.13, v_num=0]
    Epoch 1:   9%|▉         | 3074/33666 [01:56<19:17, 26.42it/s, loss=4.13, v_num=0]
    Epoch 1:   9%|▉         | 3074/33666 [01:56<19:17, 26.42it/s, loss=4.11, v_num=0]
    Epoch 1:   9%|▉         | 3075/33666 [01:56<19:17, 26.42it/s, loss=4.11, v_num=0]
    Epoch 1:   9%|▉         | 3075/33666 [01:56<19:17, 26.42it/s, loss=4.14, v_num=0]
    Epoch 1:   9%|▉         | 3076/33666 [01:56<19:17, 26.42it/s, loss=4.14, v_num=0]
    Epoch 1:   9%|▉         | 3076/33666 [01:56<19:17, 26.42it/s, loss=4.16, v_num=0]
    Epoch 1:   9%|▉         | 3077/33666 [01:56<19:17, 26.42it/s, loss=4.16, v_num=0]
    Epoch 1:   9%|▉         | 3077/33666 [01:56<19:17, 26.42it/s, loss=4.11, v_num=0]
    Epoch 1:   9%|▉         | 3078/33666 [01:56<19:17, 26.42it/s, loss=4.11, v_num=0]
    Epoch 1:   9%|▉         | 3078/33666 [01:56<19:17, 26.42it/s, loss=4.11, v_num=0]
    Epoch 1:   9%|▉         | 3079/33666 [01:56<19:17, 26.42it/s, loss=4.11, v_num=0]
    Epoch 1:   9%|▉         | 3079/33666 [01:56<19:17, 26.42it/s, loss=4.1, v_num=0] 
    Epoch 1:   9%|▉         | 3080/33666 [01:56<19:17, 26.42it/s, loss=4.1, v_num=0]
    Epoch 1:   9%|▉         | 3080/33666 [01:56<19:17, 26.42it/s, loss=4.03, v_num=0]
    Epoch 1:   9%|▉         | 3081/33666 [01:56<19:17, 26.42it/s, loss=4.03, v_num=0]
    Epoch 1:   9%|▉         | 3081/33666 [01:56<19:17, 26.42it/s, loss=3.95, v_num=0]
    Epoch 1:   9%|▉         | 3082/33666 [01:56<19:17, 26.43it/s, loss=3.95, v_num=0]
    Epoch 1:   9%|▉         | 3082/33666 [01:56<19:17, 26.43it/s, loss=3.98, v_num=0]
    Epoch 1:   9%|▉         | 3083/33666 [01:56<19:17, 26.42it/s, loss=3.98, v_num=0]
    Epoch 1:   9%|▉         | 3083/33666 [01:56<19:17, 26.42it/s, loss=3.98, v_num=0]
    Epoch 1:   9%|▉         | 3084/33666 [01:56<19:17, 26.42it/s, loss=3.98, v_num=0]
    Epoch 1:   9%|▉         | 3084/33666 [01:56<19:17, 26.42it/s, loss=3.92, v_num=0]
    Epoch 1:   9%|▉         | 3085/33666 [01:56<19:17, 26.43it/s, loss=3.92, v_num=0]
    Epoch 1:   9%|▉         | 3085/33666 [01:56<19:17, 26.43it/s, loss=3.92, v_num=0]
    Epoch 1:   9%|▉         | 3086/33666 [01:56<19:17, 26.43it/s, loss=3.92, v_num=0]
    Epoch 1:   9%|▉         | 3086/33666 [01:56<19:17, 26.42it/s, loss=3.87, v_num=0]
    Epoch 1:   9%|▉         | 3087/33666 [01:56<19:17, 26.43it/s, loss=3.87, v_num=0]
    Epoch 1:   9%|▉         | 3087/33666 [01:56<19:17, 26.43it/s, loss=3.79, v_num=0]
    Epoch 1:   9%|▉         | 3088/33666 [01:56<19:17, 26.43it/s, loss=3.79, v_num=0]
    Epoch 1:   9%|▉         | 3088/33666 [01:56<19:17, 26.43it/s, loss=3.8, v_num=0] 
    Epoch 1:   9%|▉         | 3089/33666 [01:56<19:17, 26.43it/s, loss=3.8, v_num=0]
    Epoch 1:   9%|▉         | 3089/33666 [01:56<19:17, 26.43it/s, loss=3.88, v_num=0]
    Epoch 1:   9%|▉         | 3090/33666 [01:56<19:17, 26.43it/s, loss=3.88, v_num=0]
    Epoch 1:   9%|▉         | 3090/33666 [01:56<19:17, 26.43it/s, loss=3.89, v_num=0]
    Epoch 1:   9%|▉         | 3091/33666 [01:56<19:17, 26.43it/s, loss=3.89, v_num=0]
    Epoch 1:   9%|▉         | 3091/33666 [01:56<19:17, 26.43it/s, loss=3.89, v_num=0]
    Epoch 1:   9%|▉         | 3092/33666 [01:57<19:16, 26.43it/s, loss=3.89, v_num=0]
    Epoch 1:   9%|▉         | 3092/33666 [01:57<19:17, 26.43it/s, loss=3.88, v_num=0]
    Epoch 1:   9%|▉         | 3093/33666 [01:57<19:16, 26.43it/s, loss=3.88, v_num=0]
    Epoch 1:   9%|▉         | 3093/33666 [01:57<19:16, 26.43it/s, loss=3.9, v_num=0] 
    Epoch 1:   9%|▉         | 3094/33666 [01:57<19:16, 26.43it/s, loss=3.9, v_num=0]
    Epoch 1:   9%|▉         | 3094/33666 [01:57<19:16, 26.43it/s, loss=3.87, v_num=0]
    Epoch 1:   9%|▉         | 3095/33666 [01:57<19:16, 26.43it/s, loss=3.87, v_num=0]
    Epoch 1:   9%|▉         | 3095/33666 [01:57<19:16, 26.43it/s, loss=3.84, v_num=0]
    Epoch 1:   9%|▉         | 3096/33666 [01:57<19:16, 26.43it/s, loss=3.84, v_num=0]
    Epoch 1:   9%|▉         | 3096/33666 [01:57<19:16, 26.43it/s, loss=3.77, v_num=0]
    Epoch 1:   9%|▉         | 3097/33666 [01:57<19:16, 26.43it/s, loss=3.77, v_num=0]
    Epoch 1:   9%|▉         | 3097/33666 [01:57<19:16, 26.43it/s, loss=3.85, v_num=0]
    Epoch 1:   9%|▉         | 3098/33666 [01:57<19:16, 26.43it/s, loss=3.85, v_num=0]
    Epoch 1:   9%|▉         | 3098/33666 [01:57<19:16, 26.43it/s, loss=3.85, v_num=0]
    Epoch 1:   9%|▉         | 3099/33666 [01:57<19:16, 26.43it/s, loss=3.85, v_num=0]
    Epoch 1:   9%|▉         | 3099/33666 [01:57<19:16, 26.43it/s, loss=3.86, v_num=0]
    Epoch 1:   9%|▉         | 3100/33666 [01:57<19:16, 26.43it/s, loss=3.86, v_num=0]
    Epoch 1:   9%|▉         | 3100/33666 [01:57<19:16, 26.43it/s, loss=3.91, v_num=0]
    Epoch 1:   9%|▉         | 3101/33666 [01:57<19:16, 26.43it/s, loss=3.91, v_num=0]
    Epoch 1:   9%|▉         | 3101/33666 [01:57<19:16, 26.43it/s, loss=3.97, v_num=0]
    Epoch 1:   9%|▉         | 3102/33666 [01:57<19:16, 26.43it/s, loss=3.97, v_num=0]
    Epoch 1:   9%|▉         | 3102/33666 [01:57<19:16, 26.43it/s, loss=4.02, v_num=0]
    Epoch 1:   9%|▉         | 3103/33666 [01:57<19:16, 26.43it/s, loss=4.02, v_num=0]
    Epoch 1:   9%|▉         | 3103/33666 [01:57<19:16, 26.43it/s, loss=4.08, v_num=0]
    Epoch 1:   9%|▉         | 3104/33666 [01:57<19:16, 26.43it/s, loss=4.08, v_num=0]
    Epoch 1:   9%|▉         | 3104/33666 [01:57<19:16, 26.43it/s, loss=4.14, v_num=0]
    Epoch 1:   9%|▉         | 3105/33666 [01:57<19:16, 26.43it/s, loss=4.14, v_num=0]
    Epoch 1:   9%|▉         | 3105/33666 [01:57<19:16, 26.43it/s, loss=4.15, v_num=0]
    Epoch 1:   9%|▉         | 3106/33666 [01:57<19:16, 26.43it/s, loss=4.15, v_num=0]
    Epoch 1:   9%|▉         | 3106/33666 [01:57<19:16, 26.43it/s, loss=4.17, v_num=0]
    Epoch 1:   9%|▉         | 3107/33666 [01:57<19:16, 26.43it/s, loss=4.17, v_num=0]
    Epoch 1:   9%|▉         | 3107/33666 [01:57<19:16, 26.43it/s, loss=4.19, v_num=0]
    Epoch 1:   9%|▉         | 3108/33666 [01:57<19:16, 26.43it/s, loss=4.19, v_num=0]
    Epoch 1:   9%|▉         | 3108/33666 [01:57<19:16, 26.43it/s, loss=4.24, v_num=0]
    Epoch 1:   9%|▉         | 3109/33666 [01:57<19:16, 26.43it/s, loss=4.24, v_num=0]
    Epoch 1:   9%|▉         | 3109/33666 [01:57<19:16, 26.43it/s, loss=4.19, v_num=0]
    Epoch 1:   9%|▉         | 3110/33666 [01:57<19:16, 26.43it/s, loss=4.19, v_num=0]
    Epoch 1:   9%|▉         | 3110/33666 [01:57<19:16, 26.43it/s, loss=4.19, v_num=0]
    Epoch 1:   9%|▉         | 3111/33666 [01:57<19:16, 26.43it/s, loss=4.19, v_num=0]
    Epoch 1:   9%|▉         | 3111/33666 [01:57<19:16, 26.43it/s, loss=4.19, v_num=0]
    Epoch 1:   9%|▉         | 3112/33666 [01:57<19:16, 26.43it/s, loss=4.19, v_num=0]
    Epoch 1:   9%|▉         | 3112/33666 [01:57<19:16, 26.43it/s, loss=4.2, v_num=0] 
    Epoch 1:   9%|▉         | 3113/33666 [01:57<19:16, 26.43it/s, loss=4.2, v_num=0]
    Epoch 1:   9%|▉         | 3113/33666 [01:57<19:16, 26.43it/s, loss=4.22, v_num=0]
    Epoch 1:   9%|▉         | 3114/33666 [01:57<19:16, 26.43it/s, loss=4.22, v_num=0]
    Epoch 1:   9%|▉         | 3114/33666 [01:57<19:16, 26.43it/s, loss=4.25, v_num=0]
    Epoch 1:   9%|▉         | 3115/33666 [01:57<19:15, 26.43it/s, loss=4.25, v_num=0]
    Epoch 1:   9%|▉         | 3115/33666 [01:57<19:15, 26.43it/s, loss=4.28, v_num=0]
    Epoch 1:   9%|▉         | 3116/33666 [01:57<19:15, 26.43it/s, loss=4.28, v_num=0]
    Epoch 1:   9%|▉         | 3116/33666 [01:57<19:15, 26.43it/s, loss=4.31, v_num=0]
    Epoch 1:   9%|▉         | 3117/33666 [01:57<19:15, 26.43it/s, loss=4.31, v_num=0]
    Epoch 1:   9%|▉         | 3117/33666 [01:57<19:15, 26.43it/s, loss=4.32, v_num=0]
    Epoch 1:   9%|▉         | 3118/33666 [01:57<19:15, 26.43it/s, loss=4.32, v_num=0]
    Epoch 1:   9%|▉         | 3118/33666 [01:57<19:15, 26.43it/s, loss=4.34, v_num=0]
    Epoch 1:   9%|▉         | 3119/33666 [01:58<19:15, 26.43it/s, loss=4.34, v_num=0]
    Epoch 1:   9%|▉         | 3119/33666 [01:58<19:15, 26.43it/s, loss=4.34, v_num=0]
    Epoch 1:   9%|▉         | 3120/33666 [01:58<19:15, 26.43it/s, loss=4.34, v_num=0]
    Epoch 1:   9%|▉         | 3120/33666 [01:58<19:15, 26.43it/s, loss=4.31, v_num=0]
    Epoch 1:   9%|▉         | 3121/33666 [01:58<19:15, 26.43it/s, loss=4.31, v_num=0]
    Epoch 1:   9%|▉         | 3121/33666 [01:58<19:15, 26.43it/s, loss=4.28, v_num=0]
    Epoch 1:   9%|▉         | 3122/33666 [01:58<19:15, 26.43it/s, loss=4.28, v_num=0]
    Epoch 1:   9%|▉         | 3122/33666 [01:58<19:15, 26.43it/s, loss=4.26, v_num=0]
    Epoch 1:   9%|▉         | 3123/33666 [01:58<19:15, 26.43it/s, loss=4.26, v_num=0]
    Epoch 1:   9%|▉         | 3123/33666 [01:58<19:15, 26.43it/s, loss=4.2, v_num=0] 
    Epoch 1:   9%|▉         | 3124/33666 [01:58<19:15, 26.43it/s, loss=4.2, v_num=0]
    Epoch 1:   9%|▉         | 3124/33666 [01:58<19:15, 26.43it/s, loss=4.21, v_num=0]
    Epoch 1:   9%|▉         | 3125/33666 [01:58<19:15, 26.43it/s, loss=4.21, v_num=0]
    Epoch 1:   9%|▉         | 3125/33666 [01:58<19:15, 26.43it/s, loss=4.19, v_num=0]
    Epoch 1:   9%|▉         | 3126/33666 [01:58<19:15, 26.43it/s, loss=4.19, v_num=0]
    Epoch 1:   9%|▉         | 3126/33666 [01:58<19:15, 26.43it/s, loss=4.18, v_num=0]
    Epoch 1:   9%|▉         | 3127/33666 [01:58<19:15, 26.43it/s, loss=4.18, v_num=0]
    Epoch 1:   9%|▉         | 3127/33666 [01:58<19:15, 26.43it/s, loss=4.16, v_num=0]
    Epoch 1:   9%|▉         | 3128/33666 [01:58<19:15, 26.44it/s, loss=4.16, v_num=0]
    Epoch 1:   9%|▉         | 3128/33666 [01:58<19:15, 26.44it/s, loss=4.13, v_num=0]
    Epoch 1:   9%|▉         | 3129/33666 [01:58<19:15, 26.44it/s, loss=4.13, v_num=0]
    Epoch 1:   9%|▉         | 3129/33666 [01:58<19:15, 26.44it/s, loss=4.17, v_num=0]
    Epoch 1:   9%|▉         | 3130/33666 [01:58<19:14, 26.44it/s, loss=4.17, v_num=0]
    Epoch 1:   9%|▉         | 3130/33666 [01:58<19:14, 26.44it/s, loss=4.18, v_num=0]
    Epoch 1:   9%|▉         | 3131/33666 [01:58<19:14, 26.44it/s, loss=4.18, v_num=0]
    Epoch 1:   9%|▉         | 3131/33666 [01:58<19:14, 26.44it/s, loss=4.24, v_num=0]
    Epoch 1:   9%|▉         | 3132/33666 [01:58<19:14, 26.44it/s, loss=4.24, v_num=0]
    Epoch 1:   9%|▉         | 3132/33666 [01:58<19:14, 26.44it/s, loss=4.23, v_num=0]
    Epoch 1:   9%|▉         | 3133/33666 [01:58<19:14, 26.44it/s, loss=4.23, v_num=0]
    Epoch 1:   9%|▉         | 3133/33666 [01:58<19:14, 26.44it/s, loss=4.23, v_num=0]
    Epoch 1:   9%|▉         | 3134/33666 [01:58<19:14, 26.44it/s, loss=4.23, v_num=0]
    Epoch 1:   9%|▉         | 3134/33666 [01:58<19:14, 26.44it/s, loss=4.23, v_num=0]
    Epoch 1:   9%|▉         | 3135/33666 [01:58<19:14, 26.44it/s, loss=4.23, v_num=0]
    Epoch 1:   9%|▉         | 3135/33666 [01:58<19:14, 26.44it/s, loss=4.14, v_num=0]
    Epoch 1:   9%|▉         | 3136/33666 [01:58<19:14, 26.44it/s, loss=4.14, v_num=0]
    Epoch 1:   9%|▉         | 3136/33666 [01:58<19:14, 26.44it/s, loss=4.13, v_num=0]
    Epoch 1:   9%|▉         | 3137/33666 [01:58<19:14, 26.45it/s, loss=4.13, v_num=0]
    Epoch 1:   9%|▉         | 3137/33666 [01:58<19:14, 26.45it/s, loss=4.08, v_num=0]
    Epoch 1:   9%|▉         | 3138/33666 [01:58<19:14, 26.45it/s, loss=4.08, v_num=0]
    Epoch 1:   9%|▉         | 3138/33666 [01:58<19:14, 26.45it/s, loss=4.04, v_num=0]
    Epoch 1:   9%|▉         | 3139/33666 [01:58<19:14, 26.45it/s, loss=4.04, v_num=0]
    Epoch 1:   9%|▉         | 3139/33666 [01:58<19:14, 26.45it/s, loss=3.99, v_num=0]
    Epoch 1:   9%|▉         | 3140/33666 [01:58<19:14, 26.45it/s, loss=3.99, v_num=0]
    Epoch 1:   9%|▉         | 3140/33666 [01:58<19:14, 26.45it/s, loss=4.02, v_num=0]
    Epoch 1:   9%|▉         | 3141/33666 [01:58<19:14, 26.45it/s, loss=4.02, v_num=0]
    Epoch 1:   9%|▉         | 3141/33666 [01:58<19:14, 26.45it/s, loss=4.03, v_num=0]
    Epoch 1:   9%|▉         | 3142/33666 [01:58<19:14, 26.45it/s, loss=4.03, v_num=0]
    Epoch 1:   9%|▉         | 3142/33666 [01:58<19:14, 26.45it/s, loss=4.04, v_num=0]
    Epoch 1:   9%|▉         | 3143/33666 [01:58<19:13, 26.45it/s, loss=4.04, v_num=0]
    Epoch 1:   9%|▉         | 3143/33666 [01:58<19:13, 26.45it/s, loss=4.06, v_num=0]
    Epoch 1:   9%|▉         | 3144/33666 [01:58<19:13, 26.45it/s, loss=4.06, v_num=0]
    Epoch 1:   9%|▉         | 3144/33666 [01:58<19:13, 26.45it/s, loss=4, v_num=0]   
    Epoch 1:   9%|▉         | 3145/33666 [01:58<19:13, 26.45it/s, loss=4, v_num=0]
    Epoch 1:   9%|▉         | 3145/33666 [01:58<19:13, 26.45it/s, loss=4, v_num=0]
    Epoch 1:   9%|▉         | 3146/33666 [01:58<19:13, 26.45it/s, loss=4, v_num=0]
    Epoch 1:   9%|▉         | 3146/33666 [01:58<19:13, 26.45it/s, loss=4.01, v_num=0]
    Epoch 1:   9%|▉         | 3147/33666 [01:58<19:13, 26.45it/s, loss=4.01, v_num=0]
    Epoch 1:   9%|▉         | 3147/33666 [01:58<19:13, 26.45it/s, loss=4.02, v_num=0]
    Epoch 1:   9%|▉         | 3148/33666 [01:59<19:13, 26.45it/s, loss=4.02, v_num=0]
    Epoch 1:   9%|▉         | 3148/33666 [01:59<19:13, 26.45it/s, loss=3.98, v_num=0]
    Epoch 1:   9%|▉         | 3149/33666 [01:59<19:13, 26.45it/s, loss=3.98, v_num=0]
    Epoch 1:   9%|▉         | 3149/33666 [01:59<19:13, 26.45it/s, loss=3.93, v_num=0]
    Epoch 1:   9%|▉         | 3150/33666 [01:59<19:13, 26.45it/s, loss=3.93, v_num=0]
    Epoch 1:   9%|▉         | 3150/33666 [01:59<19:13, 26.45it/s, loss=3.91, v_num=0]
    Epoch 1:   9%|▉         | 3151/33666 [01:59<19:13, 26.45it/s, loss=3.91, v_num=0]
    Epoch 1:   9%|▉         | 3151/33666 [01:59<19:13, 26.45it/s, loss=3.9, v_num=0] 
    Epoch 1:   9%|▉         | 3152/33666 [01:59<19:13, 26.45it/s, loss=3.9, v_num=0]
    Epoch 1:   9%|▉         | 3152/33666 [01:59<19:13, 26.45it/s, loss=3.89, v_num=0]
    Epoch 1:   9%|▉         | 3153/33666 [01:59<19:13, 26.45it/s, loss=3.89, v_num=0]
    Epoch 1:   9%|▉         | 3153/33666 [01:59<19:13, 26.45it/s, loss=3.84, v_num=0]
    Epoch 1:   9%|▉         | 3154/33666 [01:59<19:13, 26.45it/s, loss=3.84, v_num=0]
    Epoch 1:   9%|▉         | 3154/33666 [01:59<19:13, 26.45it/s, loss=3.81, v_num=0]
    Epoch 1:   9%|▉         | 3155/33666 [01:59<19:13, 26.45it/s, loss=3.81, v_num=0]
    Epoch 1:   9%|▉         | 3155/33666 [01:59<19:13, 26.45it/s, loss=3.86, v_num=0]
    Epoch 1:   9%|▉         | 3156/33666 [01:59<19:13, 26.45it/s, loss=3.86, v_num=0]
    Epoch 1:   9%|▉         | 3156/33666 [01:59<19:13, 26.45it/s, loss=3.9, v_num=0] 
    Epoch 1:   9%|▉         | 3157/33666 [01:59<19:13, 26.45it/s, loss=3.9, v_num=0]
    Epoch 1:   9%|▉         | 3157/33666 [01:59<19:13, 26.45it/s, loss=3.92, v_num=0]
    Epoch 1:   9%|▉         | 3158/33666 [01:59<19:13, 26.45it/s, loss=3.92, v_num=0]
    Epoch 1:   9%|▉         | 3158/33666 [01:59<19:13, 26.45it/s, loss=3.88, v_num=0]
    Epoch 1:   9%|▉         | 3159/33666 [01:59<19:13, 26.45it/s, loss=3.88, v_num=0]
    Epoch 1:   9%|▉         | 3159/33666 [01:59<19:13, 26.45it/s, loss=3.96, v_num=0]
    Epoch 1:   9%|▉         | 3160/33666 [01:59<19:13, 26.45it/s, loss=3.96, v_num=0]
    Epoch 1:   9%|▉         | 3160/33666 [01:59<19:13, 26.45it/s, loss=3.99, v_num=0]
    Epoch 1:   9%|▉         | 3161/33666 [01:59<19:13, 26.45it/s, loss=3.99, v_num=0]
    Epoch 1:   9%|▉         | 3161/33666 [01:59<19:13, 26.45it/s, loss=3.98, v_num=0]
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    Epoch 1:   9%|▉         | 3163/33666 [01:59<19:13, 26.45it/s, loss=3.99, v_num=0]
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    Epoch 1:   9%|▉         | 3164/33666 [01:59<19:13, 26.45it/s, loss=4.08, v_num=0]
    Epoch 1:   9%|▉         | 3165/33666 [01:59<19:13, 26.45it/s, loss=4.08, v_num=0]
    Epoch 1:   9%|▉         | 3165/33666 [01:59<19:13, 26.45it/s, loss=4.09, v_num=0]
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    Epoch 1:   9%|▉         | 3167/33666 [01:59<19:13, 26.45it/s, loss=4.1, v_num=0]
    Epoch 1:   9%|▉         | 3167/33666 [01:59<19:13, 26.45it/s, loss=4.12, v_num=0]
    Epoch 1:   9%|▉         | 3168/33666 [01:59<19:13, 26.45it/s, loss=4.12, v_num=0]
    Epoch 1:   9%|▉         | 3168/33666 [01:59<19:13, 26.45it/s, loss=4.15, v_num=0]
    Epoch 1:   9%|▉         | 3169/33666 [01:59<19:12, 26.45it/s, loss=4.15, v_num=0]
    Epoch 1:   9%|▉         | 3169/33666 [01:59<19:12, 26.45it/s, loss=4.19, v_num=0]
    Epoch 1:   9%|▉         | 3170/33666 [01:59<19:12, 26.45it/s, loss=4.19, v_num=0]
    Epoch 1:   9%|▉         | 3170/33666 [01:59<19:12, 26.45it/s, loss=4.21, v_num=0]
    Epoch 1:   9%|▉         | 3171/33666 [01:59<19:12, 26.45it/s, loss=4.21, v_num=0]
    Epoch 1:   9%|▉         | 3171/33666 [01:59<19:12, 26.45it/s, loss=4.13, v_num=0]
    Epoch 1:   9%|▉         | 3172/33666 [01:59<19:12, 26.45it/s, loss=4.13, v_num=0]
    Epoch 1:   9%|▉         | 3172/33666 [01:59<19:12, 26.45it/s, loss=4.16, v_num=0]
    Epoch 1:   9%|▉         | 3173/33666 [01:59<19:12, 26.45it/s, loss=4.16, v_num=0]
    Epoch 1:   9%|▉         | 3173/33666 [01:59<19:12, 26.45it/s, loss=4.18, v_num=0]
    Epoch 1:   9%|▉         | 3174/33666 [02:00<19:12, 26.45it/s, loss=4.18, v_num=0]
    Epoch 1:   9%|▉         | 3174/33666 [02:00<19:12, 26.45it/s, loss=4.22, v_num=0]
    Epoch 1:   9%|▉         | 3175/33666 [02:00<19:12, 26.45it/s, loss=4.22, v_num=0]
    Epoch 1:   9%|▉         | 3175/33666 [02:00<19:12, 26.45it/s, loss=4.2, v_num=0] 
    Epoch 1:   9%|▉         | 3176/33666 [02:00<19:12, 26.45it/s, loss=4.2, v_num=0]
    Epoch 1:   9%|▉         | 3176/33666 [02:00<19:12, 26.45it/s, loss=4.2, v_num=0]
    Epoch 1:   9%|▉         | 3177/33666 [02:00<19:12, 26.45it/s, loss=4.2, v_num=0]
    Epoch 1:   9%|▉         | 3177/33666 [02:00<19:12, 26.45it/s, loss=4.17, v_num=0]
    Epoch 1:   9%|▉         | 3178/33666 [02:00<19:12, 26.45it/s, loss=4.17, v_num=0]
    Epoch 1:   9%|▉         | 3178/33666 [02:00<19:12, 26.45it/s, loss=4.23, v_num=0]
    Epoch 1:   9%|▉         | 3179/33666 [02:00<19:12, 26.45it/s, loss=4.23, v_num=0]
    Epoch 1:   9%|▉         | 3179/33666 [02:00<19:12, 26.45it/s, loss=4.17, v_num=0]
    Epoch 1:   9%|▉         | 3180/33666 [02:00<19:12, 26.45it/s, loss=4.17, v_num=0]
    Epoch 1:   9%|▉         | 3180/33666 [02:00<19:12, 26.45it/s, loss=4.09, v_num=0]
    Epoch 1:   9%|▉         | 3181/33666 [02:00<19:12, 26.45it/s, loss=4.09, v_num=0]
    Epoch 1:   9%|▉         | 3181/33666 [02:00<19:12, 26.45it/s, loss=4.05, v_num=0]
    Epoch 1:   9%|▉         | 3182/33666 [02:00<19:12, 26.45it/s, loss=4.05, v_num=0]
    Epoch 1:   9%|▉         | 3182/33666 [02:00<19:12, 26.45it/s, loss=4.08, v_num=0]
    Epoch 1:   9%|▉         | 3183/33666 [02:00<19:12, 26.45it/s, loss=4.08, v_num=0]
    Epoch 1:   9%|▉         | 3183/33666 [02:00<19:12, 26.45it/s, loss=4.06, v_num=0]
    Epoch 1:   9%|▉         | 3184/33666 [02:00<19:12, 26.45it/s, loss=4.06, v_num=0]
    Epoch 1:   9%|▉         | 3184/33666 [02:00<19:12, 26.45it/s, loss=4, v_num=0]   
    Epoch 1:   9%|▉         | 3185/33666 [02:00<19:12, 26.45it/s, loss=4, v_num=0]
    Epoch 1:   9%|▉         | 3185/33666 [02:00<19:12, 26.45it/s, loss=3.99, v_num=0]
    Epoch 1:   9%|▉         | 3186/33666 [02:00<19:12, 26.45it/s, loss=3.99, v_num=0]
    Epoch 1:   9%|▉         | 3186/33666 [02:00<19:12, 26.45it/s, loss=4.01, v_num=0]
    Epoch 1:   9%|▉         | 3187/33666 [02:00<19:12, 26.45it/s, loss=4.01, v_num=0]
    Epoch 1:   9%|▉         | 3187/33666 [02:00<19:12, 26.45it/s, loss=4.06, v_num=0]
    Epoch 1:   9%|▉         | 3188/33666 [02:00<19:12, 26.45it/s, loss=4.06, v_num=0]
    Epoch 1:   9%|▉         | 3188/33666 [02:00<19:12, 26.45it/s, loss=4.09, v_num=0]
    Epoch 1:   9%|▉         | 3189/33666 [02:00<19:12, 26.45it/s, loss=4.09, v_num=0]
    Epoch 1:   9%|▉         | 3189/33666 [02:00<19:12, 26.45it/s, loss=4.03, v_num=0]
    Epoch 1:   9%|▉         | 3190/33666 [02:00<19:12, 26.45it/s, loss=4.03, v_num=0]
    Epoch 1:   9%|▉         | 3190/33666 [02:00<19:12, 26.45it/s, loss=4.03, v_num=0]
    Epoch 1:   9%|▉         | 3191/33666 [02:00<19:11, 26.45it/s, loss=4.03, v_num=0]
    Epoch 1:   9%|▉         | 3191/33666 [02:00<19:11, 26.45it/s, loss=4.12, v_num=0]
    Epoch 1:   9%|▉         | 3192/33666 [02:00<19:11, 26.45it/s, loss=4.12, v_num=0]
    Epoch 1:   9%|▉         | 3192/33666 [02:00<19:11, 26.45it/s, loss=4.13, v_num=0]
    Epoch 1:   9%|▉         | 3193/33666 [02:00<19:11, 26.45it/s, loss=4.13, v_num=0]
    Epoch 1:   9%|▉         | 3193/33666 [02:00<19:11, 26.45it/s, loss=4.18, v_num=0]
    Epoch 1:   9%|▉         | 3194/33666 [02:00<19:11, 26.45it/s, loss=4.18, v_num=0]
    Epoch 1:   9%|▉         | 3194/33666 [02:00<19:11, 26.45it/s, loss=4.18, v_num=0]
    Epoch 1:   9%|▉         | 3195/33666 [02:00<19:11, 26.45it/s, loss=4.18, v_num=0]
    Epoch 1:   9%|▉         | 3195/33666 [02:00<19:11, 26.45it/s, loss=4.2, v_num=0] 
    Epoch 1:   9%|▉         | 3196/33666 [02:00<19:11, 26.45it/s, loss=4.2, v_num=0]
    Epoch 1:   9%|▉         | 3196/33666 [02:00<19:11, 26.45it/s, loss=4.18, v_num=0]
    Epoch 1:   9%|▉         | 3197/33666 [02:00<19:11, 26.45it/s, loss=4.18, v_num=0]
    Epoch 1:   9%|▉         | 3197/33666 [02:00<19:11, 26.45it/s, loss=4.18, v_num=0]
    Epoch 1:   9%|▉         | 3198/33666 [02:00<19:11, 26.45it/s, loss=4.18, v_num=0]
    Epoch 1:   9%|▉         | 3198/33666 [02:00<19:11, 26.45it/s, loss=4.13, v_num=0]
    Epoch 1:  10%|▉         | 3199/33666 [02:00<19:11, 26.45it/s, loss=4.13, v_num=0]
    Epoch 1:  10%|▉         | 3199/33666 [02:00<19:11, 26.45it/s, loss=4.18, v_num=0]
    Epoch 1:  10%|▉         | 3200/33666 [02:00<19:11, 26.45it/s, loss=4.18, v_num=0]
    Epoch 1:  10%|▉         | 3200/33666 [02:00<19:11, 26.45it/s, loss=4.25, v_num=0]
    Epoch 1:  10%|▉         | 3201/33666 [02:01<19:11, 26.45it/s, loss=4.25, v_num=0]
    Epoch 1:  10%|▉         | 3201/33666 [02:01<19:11, 26.45it/s, loss=4.26, v_num=0]
    Epoch 1:  10%|▉         | 3202/33666 [02:01<19:11, 26.45it/s, loss=4.26, v_num=0]
    Epoch 1:  10%|▉         | 3202/33666 [02:01<19:11, 26.45it/s, loss=4.25, v_num=0]
    Epoch 1:  10%|▉         | 3203/33666 [02:01<19:11, 26.45it/s, loss=4.25, v_num=0]
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    Epoch 1:  10%|▉         | 3204/33666 [02:01<19:11, 26.45it/s, loss=4.21, v_num=0]
    Epoch 1:  10%|▉         | 3204/33666 [02:01<19:11, 26.45it/s, loss=4.21, v_num=0]
    Epoch 1:  10%|▉         | 3205/33666 [02:01<19:11, 26.45it/s, loss=4.21, v_num=0]
    Epoch 1:  10%|▉         | 3205/33666 [02:01<19:11, 26.45it/s, loss=4.18, v_num=0]
    Epoch 1:  10%|▉         | 3206/33666 [02:01<19:11, 26.45it/s, loss=4.18, v_num=0]
    Epoch 1:  10%|▉         | 3206/33666 [02:01<19:11, 26.45it/s, loss=4.14, v_num=0]
    Epoch 1:  10%|▉         | 3207/33666 [02:01<19:11, 26.45it/s, loss=4.14, v_num=0]
    Epoch 1:  10%|▉         | 3207/33666 [02:01<19:11, 26.45it/s, loss=4.05, v_num=0]
    Epoch 1:  10%|▉         | 3208/33666 [02:01<19:11, 26.45it/s, loss=4.05, v_num=0]
    Epoch 1:  10%|▉         | 3208/33666 [02:01<19:11, 26.45it/s, loss=3.99, v_num=0]
    Epoch 1:  10%|▉         | 3209/33666 [02:01<19:11, 26.45it/s, loss=3.99, v_num=0]
    Epoch 1:  10%|▉         | 3209/33666 [02:01<19:11, 26.45it/s, loss=4.06, v_num=0]
    Epoch 1:  10%|▉         | 3210/33666 [02:01<19:11, 26.45it/s, loss=4.06, v_num=0]
    Epoch 1:  10%|▉         | 3210/33666 [02:01<19:11, 26.45it/s, loss=4.06, v_num=0]
    Epoch 1:  10%|▉         | 3211/33666 [02:01<19:11, 26.45it/s, loss=4.06, v_num=0]
    Epoch 1:  10%|▉         | 3211/33666 [02:01<19:11, 26.45it/s, loss=3.98, v_num=0]
    Epoch 1:  10%|▉         | 3212/33666 [02:01<19:11, 26.45it/s, loss=3.98, v_num=0]
    Epoch 1:  10%|▉         | 3212/33666 [02:01<19:11, 26.45it/s, loss=3.98, v_num=0]
    Epoch 1:  10%|▉         | 3213/33666 [02:01<19:11, 26.45it/s, loss=3.98, v_num=0]
    Epoch 1:  10%|▉         | 3213/33666 [02:01<19:11, 26.45it/s, loss=3.87, v_num=0]
    Epoch 1:  10%|▉         | 3214/33666 [02:01<19:11, 26.45it/s, loss=3.87, v_num=0]
    Epoch 1:  10%|▉         | 3214/33666 [02:01<19:11, 26.45it/s, loss=3.87, v_num=0]
    Epoch 1:  10%|▉         | 3215/33666 [02:01<19:11, 26.45it/s, loss=3.87, v_num=0]
    Epoch 1:  10%|▉         | 3215/33666 [02:01<19:11, 26.45it/s, loss=3.88, v_num=0]
    Epoch 1:  10%|▉         | 3216/33666 [02:01<19:11, 26.45it/s, loss=3.88, v_num=0]
    Epoch 1:  10%|▉         | 3216/33666 [02:01<19:11, 26.45it/s, loss=3.89, v_num=0]
    Epoch 1:  10%|▉         | 3217/33666 [02:01<19:11, 26.45it/s, loss=3.89, v_num=0]
    Epoch 1:  10%|▉         | 3217/33666 [02:01<19:11, 26.45it/s, loss=3.89, v_num=0]
    Epoch 1:  10%|▉         | 3218/33666 [02:01<19:11, 26.45it/s, loss=3.89, v_num=0]
    Epoch 1:  10%|▉         | 3218/33666 [02:01<19:11, 26.45it/s, loss=3.9, v_num=0] 
    Epoch 1:  10%|▉         | 3219/33666 [02:01<19:11, 26.45it/s, loss=3.9, v_num=0]
    Epoch 1:  10%|▉         | 3219/33666 [02:01<19:11, 26.45it/s, loss=3.92, v_num=0]
    Epoch 1:  10%|▉         | 3220/33666 [02:01<19:10, 26.45it/s, loss=3.92, v_num=0]
    Epoch 1:  10%|▉         | 3220/33666 [02:01<19:10, 26.45it/s, loss=3.92, v_num=0]
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    Epoch 1:  10%|▉         | 3221/33666 [02:01<19:10, 26.45it/s, loss=4, v_num=0]   
    Epoch 1:  10%|▉         | 3222/33666 [02:01<19:10, 26.45it/s, loss=4, v_num=0]
    Epoch 1:  10%|▉         | 3222/33666 [02:01<19:10, 26.45it/s, loss=3.98, v_num=0]
    Epoch 1:  10%|▉         | 3223/33666 [02:01<19:10, 26.45it/s, loss=3.98, v_num=0]
    Epoch 1:  10%|▉         | 3223/33666 [02:01<19:10, 26.45it/s, loss=4.01, v_num=0]
    Epoch 1:  10%|▉         | 3224/33666 [02:01<19:10, 26.45it/s, loss=4.01, v_num=0]
    Epoch 1:  10%|▉         | 3224/33666 [02:01<19:10, 26.45it/s, loss=4.06, v_num=0]
    Epoch 1:  10%|▉         | 3225/33666 [02:01<19:10, 26.45it/s, loss=4.06, v_num=0]
    Epoch 1:  10%|▉         | 3225/33666 [02:01<19:10, 26.45it/s, loss=4.11, v_num=0]
    Epoch 1:  10%|▉         | 3226/33666 [02:01<19:10, 26.45it/s, loss=4.11, v_num=0]
    Epoch 1:  10%|▉         | 3226/33666 [02:01<19:10, 26.45it/s, loss=4.13, v_num=0]
    Epoch 1:  10%|▉         | 3227/33666 [02:01<19:10, 26.45it/s, loss=4.13, v_num=0]
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    Epoch 1:  10%|▉         | 3228/33666 [02:02<19:10, 26.45it/s, loss=4.18, v_num=0]
    Epoch 1:  10%|▉         | 3228/33666 [02:02<19:10, 26.45it/s, loss=4.22, v_num=0]
    Epoch 1:  10%|▉         | 3229/33666 [02:02<19:10, 26.45it/s, loss=4.22, v_num=0]
    Epoch 1:  10%|▉         | 3229/33666 [02:02<19:10, 26.45it/s, loss=4.2, v_num=0] 
    Epoch 1:  10%|▉         | 3230/33666 [02:02<19:10, 26.45it/s, loss=4.2, v_num=0]
    Epoch 1:  10%|▉         | 3230/33666 [02:02<19:10, 26.45it/s, loss=4.17, v_num=0]
    Epoch 1:  10%|▉         | 3231/33666 [02:02<19:10, 26.45it/s, loss=4.17, v_num=0]
    Epoch 1:  10%|▉         | 3231/33666 [02:02<19:10, 26.45it/s, loss=4.15, v_num=0]
    Epoch 1:  10%|▉         | 3232/33666 [02:02<19:10, 26.45it/s, loss=4.15, v_num=0]
    Epoch 1:  10%|▉         | 3232/33666 [02:02<19:10, 26.45it/s, loss=4.12, v_num=0]
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    Epoch 1:  10%|▉         | 3234/33666 [02:02<19:10, 26.45it/s, loss=4.25, v_num=0]
    Epoch 1:  10%|▉         | 3234/33666 [02:02<19:10, 26.45it/s, loss=4.3, v_num=0] 
    Epoch 1:  10%|▉         | 3235/33666 [02:02<19:10, 26.45it/s, loss=4.3, v_num=0]
    Epoch 1:  10%|▉         | 3235/33666 [02:02<19:10, 26.45it/s, loss=4.34, v_num=0]
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    Epoch 1:  10%|▉         | 3236/33666 [02:02<19:10, 26.45it/s, loss=4.34, v_num=0]
    Epoch 1:  10%|▉         | 3237/33666 [02:02<19:10, 26.45it/s, loss=4.34, v_num=0]
    Epoch 1:  10%|▉         | 3237/33666 [02:02<19:10, 26.45it/s, loss=4.34, v_num=0]
    Epoch 1:  10%|▉         | 3238/33666 [02:02<19:10, 26.45it/s, loss=4.34, v_num=0]
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    Epoch 1:  10%|▉         | 3240/33666 [02:02<19:10, 26.45it/s, loss=4.3, v_num=0] 
    Epoch 1:  10%|▉         | 3241/33666 [02:02<19:10, 26.45it/s, loss=4.3, v_num=0]
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    Epoch 1:  10%|▉         | 3245/33666 [02:02<19:09, 26.45it/s, loss=4.3, v_num=0]
    Epoch 1:  10%|▉         | 3245/33666 [02:02<19:09, 26.45it/s, loss=4.26, v_num=0]
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    Epoch 1:  11%|█         | 3631/33666 [02:17<18:54, 26.48it/s, loss=4.17, v_num=0]
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    Epoch 1:  11%|█         | 3634/33666 [02:17<18:54, 26.48it/s, loss=4.01, v_num=0]
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    Epoch 1:  11%|█         | 3651/33666 [02:17<18:53, 26.48it/s, loss=3.98, v_num=0]
    Epoch 1:  11%|█         | 3652/33666 [02:17<18:53, 26.48it/s, loss=3.98, v_num=0]
    Epoch 1:  11%|█         | 3652/33666 [02:17<18:53, 26.48it/s, loss=4.06, v_num=0]
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    Epoch 1:  11%|█         | 3653/33666 [02:17<18:53, 26.48it/s, loss=4.14, v_num=0]
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    Epoch 1:  11%|█         | 3661/33666 [02:18<18:53, 26.48it/s, loss=4.2, v_num=0] 
    Epoch 1:  11%|█         | 3662/33666 [02:18<18:53, 26.48it/s, loss=4.2, v_num=0]
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    Epoch 1:  12%|█▏        | 4092/33666 [02:34<18:38, 26.45it/s, loss=4.13, v_num=0]
    Epoch 1:  12%|█▏        | 4092/33666 [02:34<18:38, 26.45it/s, loss=4.17, v_num=0]
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    Epoch 1:  12%|█▏        | 4096/33666 [02:34<18:37, 26.45it/s, loss=4.02, v_num=0]
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    Epoch 1:  12%|█▏        | 4097/33666 [02:34<18:37, 26.45it/s, loss=4.12, v_num=0]
    Epoch 1:  12%|█▏        | 4098/33666 [02:34<18:37, 26.45it/s, loss=4.12, v_num=0]
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    Epoch 1:  12%|█▏        | 4099/33666 [02:34<18:37, 26.45it/s, loss=4.09, v_num=0]
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    Epoch 1:  12%|█▏        | 4100/33666 [02:35<18:37, 26.45it/s, loss=4.11, v_num=0]
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    Epoch 1:  12%|█▏        | 4101/33666 [02:35<18:37, 26.45it/s, loss=4.1, v_num=0] 
    Epoch 1:  12%|█▏        | 4102/33666 [02:35<18:37, 26.45it/s, loss=4.1, v_num=0]
    Epoch 1:  12%|█▏        | 4102/33666 [02:35<18:37, 26.45it/s, loss=4.11, v_num=0]
    Epoch 1:  12%|█▏        | 4103/33666 [02:35<18:37, 26.45it/s, loss=4.11, v_num=0]
    Epoch 1:  12%|█▏        | 4103/33666 [02:35<18:37, 26.45it/s, loss=4.09, v_num=0]
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    Epoch 1:  12%|█▏        | 4104/33666 [02:35<18:37, 26.45it/s, loss=4.13, v_num=0]
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    Epoch 1:  12%|█▏        | 4105/33666 [02:35<18:37, 26.45it/s, loss=4.11, v_num=0]
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    Epoch 1:  12%|█▏        | 4106/33666 [02:35<18:37, 26.45it/s, loss=4.05, v_num=0]
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    Epoch 1:  12%|█▏        | 4107/33666 [02:35<18:37, 26.45it/s, loss=3.97, v_num=0]
    Epoch 1:  12%|█▏        | 4108/33666 [02:35<18:37, 26.45it/s, loss=3.97, v_num=0]
    Epoch 1:  12%|█▏        | 4108/33666 [02:35<18:37, 26.45it/s, loss=3.98, v_num=0]
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    Epoch 1:  12%|█▏        | 4109/33666 [02:35<18:37, 26.45it/s, loss=3.93, v_num=0]
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    Epoch 1:  12%|█▏        | 4110/33666 [02:35<18:37, 26.45it/s, loss=3.9, v_num=0] 
    Epoch 1:  12%|█▏        | 4111/33666 [02:35<18:37, 26.45it/s, loss=3.9, v_num=0]
    Epoch 1:  12%|█▏        | 4111/33666 [02:35<18:37, 26.45it/s, loss=3.97, v_num=0]
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    Epoch 1:  12%|█▏        | 4112/33666 [02:35<18:37, 26.45it/s, loss=3.94, v_num=0]
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    Epoch 1:  12%|█▏        | 4113/33666 [02:35<18:37, 26.45it/s, loss=3.95, v_num=0]
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    Epoch 1:  12%|█▏        | 4114/33666 [02:35<18:37, 26.45it/s, loss=4.01, v_num=0]
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    Epoch 1:  12%|█▏        | 4115/33666 [02:35<18:37, 26.45it/s, loss=4.03, v_num=0]
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    Epoch 1:  12%|█▏        | 4116/33666 [02:35<18:37, 26.45it/s, loss=4.11, v_num=0]
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    Epoch 1:  12%|█▏        | 4117/33666 [02:35<18:37, 26.45it/s, loss=4.1, v_num=0] 
    Epoch 1:  12%|█▏        | 4118/33666 [02:35<18:37, 26.45it/s, loss=4.1, v_num=0]
    Epoch 1:  12%|█▏        | 4118/33666 [02:35<18:37, 26.45it/s, loss=4.09, v_num=0]
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    Epoch 1:  12%|█▏        | 4119/33666 [02:35<18:37, 26.45it/s, loss=4.11, v_num=0]
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    Epoch 1:  12%|█▏        | 4120/33666 [02:35<18:37, 26.45it/s, loss=4.08, v_num=0]
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    Epoch 1:  12%|█▏        | 4121/33666 [02:35<18:37, 26.45it/s, loss=4.04, v_num=0]
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    Epoch 1:  12%|█▏        | 4123/33666 [02:35<18:37, 26.45it/s, loss=4.08, v_num=0]
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    Epoch 1:  12%|█▏        | 4125/33666 [02:35<18:36, 26.45it/s, loss=4.07, v_num=0]
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    Epoch 1:  12%|█▏        | 4126/33666 [02:36<18:36, 26.45it/s, loss=4.12, v_num=0]
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    Epoch 1:  12%|█▏        | 4128/33666 [02:36<18:36, 26.45it/s, loss=4.17, v_num=0]
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    Epoch 1:  12%|█▏        | 4129/33666 [02:36<18:36, 26.45it/s, loss=4.2, v_num=0] 
    Epoch 1:  12%|█▏        | 4130/33666 [02:36<18:36, 26.45it/s, loss=4.2, v_num=0]
    Epoch 1:  12%|█▏        | 4130/33666 [02:36<18:36, 26.45it/s, loss=4.26, v_num=0]
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    Epoch 1:  12%|█▏        | 4131/33666 [02:36<18:36, 26.45it/s, loss=4.22, v_num=0]
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    Epoch 1:  12%|█▏        | 4132/33666 [02:36<18:36, 26.45it/s, loss=4.18, v_num=0]
    Epoch 1:  12%|█▏        | 4133/33666 [02:36<18:36, 26.45it/s, loss=4.18, v_num=0]
    Epoch 1:  12%|█▏        | 4133/33666 [02:36<18:36, 26.45it/s, loss=4.2, v_num=0] 
    Epoch 1:  12%|█▏        | 4134/33666 [02:36<18:36, 26.45it/s, loss=4.2, v_num=0]
    Epoch 1:  12%|█▏        | 4134/33666 [02:36<18:36, 26.45it/s, loss=4.23, v_num=0]
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    Epoch 1:  12%|█▏        | 4135/33666 [02:36<18:36, 26.44it/s, loss=4.23, v_num=0]
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    Epoch 1:  12%|█▏        | 4136/33666 [02:36<18:36, 26.44it/s, loss=4.23, v_num=0]
    Epoch 1:  12%|█▏        | 4137/33666 [02:36<18:36, 26.44it/s, loss=4.23, v_num=0]
    Epoch 1:  12%|█▏        | 4137/33666 [02:36<18:36, 26.44it/s, loss=4.26, v_num=0]
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    Epoch 1:  12%|█▏        | 4138/33666 [02:36<18:36, 26.44it/s, loss=4.26, v_num=0]
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    Epoch 1:  12%|█▏        | 4143/33666 [02:36<18:36, 26.44it/s, loss=4.43, v_num=0]
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    Epoch 1:  12%|█▏        | 4144/33666 [02:36<18:36, 26.44it/s, loss=4.48, v_num=0]
    Epoch 1:  12%|█▏        | 4145/33666 [02:36<18:36, 26.44it/s, loss=4.48, v_num=0]
    Epoch 1:  12%|█▏        | 4145/33666 [02:36<18:36, 26.44it/s, loss=4.42, v_num=0]
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    Epoch 1:  12%|█▏        | 4146/33666 [02:36<18:36, 26.45it/s, loss=4.39, v_num=0]
    Epoch 1:  12%|█▏        | 4147/33666 [02:36<18:36, 26.45it/s, loss=4.39, v_num=0]
    Epoch 1:  12%|█▏        | 4147/33666 [02:36<18:36, 26.45it/s, loss=4.42, v_num=0]
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    Epoch 1:  12%|█▏        | 4148/33666 [02:36<18:36, 26.45it/s, loss=4.43, v_num=0]
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    Epoch 1:  12%|█▏        | 4149/33666 [02:36<18:36, 26.45it/s, loss=4.39, v_num=0]
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    Epoch 1:  12%|█▏        | 4151/33666 [02:36<18:36, 26.45it/s, loss=4.32, v_num=0]
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    Epoch 1:  14%|█▍        | 4779/33666 [03:00<18:12, 26.45it/s, loss=4.14, v_num=0]
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    Epoch 1:  14%|█▍        | 4789/33666 [03:01<18:11, 26.45it/s, loss=4.04, v_num=0]
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    Epoch 1:  14%|█▍        | 4793/33666 [03:01<18:11, 26.45it/s, loss=4.01, v_num=0]
    Epoch 1:  14%|█▍        | 4793/33666 [03:01<18:11, 26.45it/s, loss=4.03, v_num=0]
    Epoch 1:  14%|█▍        | 4794/33666 [03:01<18:11, 26.45it/s, loss=4.03, v_num=0]
    Epoch 1:  14%|█▍        | 4794/33666 [03:01<18:11, 26.45it/s, loss=4.09, v_num=0]
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    Epoch 1:  14%|█▍        | 4795/33666 [03:01<18:11, 26.45it/s, loss=4.07, v_num=0]
    Epoch 1:  14%|█▍        | 4796/33666 [03:01<18:11, 26.45it/s, loss=4.07, v_num=0]
    Epoch 1:  14%|█▍        | 4796/33666 [03:01<18:11, 26.45it/s, loss=4.01, v_num=0]
    Epoch 1:  14%|█▍        | 4797/33666 [03:01<18:11, 26.45it/s, loss=4.01, v_num=0]
    Epoch 1:  14%|█▍        | 4797/33666 [03:01<18:11, 26.45it/s, loss=3.99, v_num=0]
    Epoch 1:  14%|█▍        | 4798/33666 [03:01<18:11, 26.45it/s, loss=3.99, v_num=0]
    Epoch 1:  14%|█▍        | 4798/33666 [03:01<18:11, 26.45it/s, loss=4.02, v_num=0]
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    Epoch 1:  14%|█▍        | 4799/33666 [03:01<18:11, 26.45it/s, loss=4.1, v_num=0] 
    Epoch 1:  14%|█▍        | 4800/33666 [03:01<18:11, 26.46it/s, loss=4.1, v_num=0]
    Epoch 1:  14%|█▍        | 4800/33666 [03:01<18:11, 26.46it/s, loss=4.04, v_num=0]
    Epoch 1:  14%|█▍        | 4801/33666 [03:01<18:11, 26.46it/s, loss=4.04, v_num=0]
    Epoch 1:  14%|█▍        | 4801/33666 [03:01<18:11, 26.46it/s, loss=4.06, v_num=0]
    Epoch 1:  14%|█▍        | 4802/33666 [03:01<18:11, 26.46it/s, loss=4.06, v_num=0]
    Epoch 1:  14%|█▍        | 4802/33666 [03:01<18:11, 26.46it/s, loss=4.06, v_num=0]
    Epoch 1:  14%|█▍        | 4803/33666 [03:01<18:10, 26.46it/s, loss=4.06, v_num=0]
    Epoch 1:  14%|█▍        | 4803/33666 [03:01<18:10, 26.46it/s, loss=4.06, v_num=0]
    Epoch 1:  14%|█▍        | 4804/33666 [03:01<18:10, 26.46it/s, loss=4.06, v_num=0]
    Epoch 1:  14%|█▍        | 4804/33666 [03:01<18:10, 26.46it/s, loss=4.06, v_num=0]
    Epoch 1:  14%|█▍        | 4805/33666 [03:01<18:10, 26.46it/s, loss=4.06, v_num=0]
    Epoch 1:  14%|█▍        | 4805/33666 [03:01<18:10, 26.46it/s, loss=4.07, v_num=0]
    Epoch 1:  14%|█▍        | 4806/33666 [03:01<18:10, 26.46it/s, loss=4.07, v_num=0]
    Epoch 1:  14%|█▍        | 4806/33666 [03:01<18:10, 26.46it/s, loss=4.08, v_num=0]
    Epoch 1:  14%|█▍        | 4807/33666 [03:01<18:10, 26.46it/s, loss=4.08, v_num=0]
    Epoch 1:  14%|█▍        | 4807/33666 [03:01<18:10, 26.46it/s, loss=4.08, v_num=0]
    Epoch 1:  14%|█▍        | 4808/33666 [03:01<18:10, 26.46it/s, loss=4.08, v_num=0]
    Epoch 1:  14%|█▍        | 4808/33666 [03:01<18:10, 26.46it/s, loss=4.06, v_num=0]
    Epoch 1:  14%|█▍        | 4809/33666 [03:01<18:10, 26.46it/s, loss=4.06, v_num=0]
    Epoch 1:  14%|█▍        | 4809/33666 [03:01<18:10, 26.46it/s, loss=4.11, v_num=0]
    Epoch 1:  14%|█▍        | 4810/33666 [03:01<18:10, 26.46it/s, loss=4.11, v_num=0]
    Epoch 1:  14%|█▍        | 4810/33666 [03:01<18:10, 26.46it/s, loss=4.11, v_num=0]
    Epoch 1:  14%|█▍        | 4811/33666 [03:01<18:10, 26.46it/s, loss=4.11, v_num=0]
    Epoch 1:  14%|█▍        | 4811/33666 [03:01<18:10, 26.46it/s, loss=4.16, v_num=0]
    Epoch 1:  14%|█▍        | 4812/33666 [03:01<18:10, 26.46it/s, loss=4.16, v_num=0]
    Epoch 1:  14%|█▍        | 4812/33666 [03:01<18:10, 26.46it/s, loss=4.17, v_num=0]
    Epoch 1:  14%|█▍        | 4813/33666 [03:01<18:10, 26.46it/s, loss=4.17, v_num=0]
    Epoch 1:  14%|█▍        | 4813/33666 [03:01<18:10, 26.46it/s, loss=4.15, v_num=0]
    Epoch 1:  14%|█▍        | 4814/33666 [03:01<18:10, 26.46it/s, loss=4.15, v_num=0]
    Epoch 1:  14%|█▍        | 4814/33666 [03:01<18:10, 26.46it/s, loss=4.1, v_num=0] 
    Epoch 1:  14%|█▍        | 4815/33666 [03:01<18:10, 26.46it/s, loss=4.1, v_num=0]
    Epoch 1:  14%|█▍        | 4815/33666 [03:01<18:10, 26.46it/s, loss=4.08, v_num=0]
    Epoch 1:  14%|█▍        | 4816/33666 [03:02<18:10, 26.46it/s, loss=4.08, v_num=0]
    Epoch 1:  14%|█▍        | 4816/33666 [03:02<18:10, 26.46it/s, loss=4.15, v_num=0]
    Epoch 1:  14%|█▍        | 4817/33666 [03:02<18:10, 26.46it/s, loss=4.15, v_num=0]
    Epoch 1:  14%|█▍        | 4817/33666 [03:02<18:10, 26.46it/s, loss=4.21, v_num=0]
    Epoch 1:  14%|█▍        | 4818/33666 [03:02<18:10, 26.46it/s, loss=4.21, v_num=0]
    Epoch 1:  14%|█▍        | 4818/33666 [03:02<18:10, 26.46it/s, loss=4.19, v_num=0]
    Epoch 1:  14%|█▍        | 4819/33666 [03:02<18:10, 26.46it/s, loss=4.19, v_num=0]
    Epoch 1:  14%|█▍        | 4819/33666 [03:02<18:10, 26.46it/s, loss=4.14, v_num=0]
    Epoch 1:  14%|█▍        | 4820/33666 [03:02<18:10, 26.46it/s, loss=4.14, v_num=0]
    Epoch 1:  14%|█▍        | 4820/33666 [03:02<18:10, 26.46it/s, loss=4.12, v_num=0]
    Epoch 1:  14%|█▍        | 4821/33666 [03:02<18:10, 26.46it/s, loss=4.12, v_num=0]
    Epoch 1:  14%|█▍        | 4821/33666 [03:02<18:10, 26.46it/s, loss=4.1, v_num=0] 
    Epoch 1:  14%|█▍        | 4822/33666 [03:02<18:09, 26.46it/s, loss=4.1, v_num=0]
    Epoch 1:  14%|█▍        | 4822/33666 [03:02<18:09, 26.46it/s, loss=4.1, v_num=0]
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    Epoch 1:  14%|█▍        | 4823/33666 [03:02<18:09, 26.46it/s, loss=4.09, v_num=0]
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    Epoch 1:  14%|█▍        | 4824/33666 [03:02<18:09, 26.47it/s, loss=4.04, v_num=0]
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    Epoch 1:  14%|█▍        | 4825/33666 [03:02<18:09, 26.47it/s, loss=4.06, v_num=0]
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    Epoch 1:  14%|█▍        | 4826/33666 [03:02<18:09, 26.47it/s, loss=4.08, v_num=0]
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    Epoch 1:  14%|█▍        | 4827/33666 [03:02<18:09, 26.47it/s, loss=4.07, v_num=0]
    Epoch 1:  14%|█▍        | 4828/33666 [03:02<18:09, 26.47it/s, loss=4.07, v_num=0]
    Epoch 1:  14%|█▍        | 4828/33666 [03:02<18:09, 26.47it/s, loss=4.06, v_num=0]
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    Epoch 1:  15%|█▍        | 4883/33666 [03:04<18:05, 26.50it/s, loss=3.93, v_num=0]
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    Epoch 1:  15%|█▌        | 5188/33666 [03:15<17:53, 26.52it/s, loss=4.14, v_num=0]
    Epoch 1:  15%|█▌        | 5189/33666 [03:15<17:53, 26.53it/s, loss=4.14, v_num=0]
    Epoch 1:  15%|█▌        | 5189/33666 [03:15<17:53, 26.53it/s, loss=4.1, v_num=0] 
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    Epoch 1:  15%|█▌        | 5191/33666 [03:15<17:53, 26.53it/s, loss=4.11, v_num=0]
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    Epoch 1:  15%|█▌        | 5193/33666 [03:15<17:53, 26.53it/s, loss=4.09, v_num=0]
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    Epoch 1:  15%|█▌        | 5201/33666 [03:16<17:52, 26.53it/s, loss=4.16, v_num=0]
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    Epoch 1:  15%|█▌        | 5205/33666 [03:16<17:52, 26.54it/s, loss=4.1, v_num=0] 
    Epoch 1:  15%|█▌        | 5206/33666 [03:16<17:52, 26.54it/s, loss=4.1, v_num=0]
    Epoch 1:  15%|█▌        | 5206/33666 [03:16<17:52, 26.54it/s, loss=4.06, v_num=0]
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    Epoch 1:  15%|█▌        | 5207/33666 [03:16<17:52, 26.54it/s, loss=3.97, v_num=0]
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    Epoch 1:  15%|█▌        | 5208/33666 [03:16<17:52, 26.54it/s, loss=3.99, v_num=0]
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    Epoch 1:  15%|█▌        | 5211/33666 [03:16<17:52, 26.54it/s, loss=3.99, v_num=0]
    Epoch 1:  15%|█▌        | 5211/33666 [03:16<17:52, 26.54it/s, loss=4, v_num=0]   
    Epoch 1:  15%|█▌        | 5212/33666 [03:16<17:51, 26.54it/s, loss=4, v_num=0]
    Epoch 1:  15%|█▌        | 5212/33666 [03:16<17:51, 26.54it/s, loss=3.97, v_num=0]
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    Epoch 1:  15%|█▌        | 5213/33666 [03:16<17:51, 26.54it/s, loss=3.97, v_num=0]
    Epoch 1:  15%|█▌        | 5214/33666 [03:16<17:51, 26.55it/s, loss=3.97, v_num=0]
    Epoch 1:  15%|█▌        | 5214/33666 [03:16<17:51, 26.55it/s, loss=3.99, v_num=0]
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    Epoch 1:  15%|█▌        | 5216/33666 [03:16<17:51, 26.55it/s, loss=3.93, v_num=0]
    Epoch 1:  15%|█▌        | 5216/33666 [03:16<17:51, 26.55it/s, loss=3.94, v_num=0]
    Epoch 1:  15%|█▌        | 5217/33666 [03:16<17:51, 26.55it/s, loss=3.94, v_num=0]
    Epoch 1:  15%|█▌        | 5217/33666 [03:16<17:51, 26.55it/s, loss=3.92, v_num=0]
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    Epoch 1:  15%|█▌        | 5218/33666 [03:16<17:51, 26.55it/s, loss=3.91, v_num=0]
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    Epoch 1:  16%|█▌        | 5219/33666 [03:16<17:51, 26.55it/s, loss=3.84, v_num=0]
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    Epoch 1:  16%|█▌        | 5222/33666 [03:16<17:51, 26.55it/s, loss=3.94, v_num=0]
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    Epoch 1:  16%|█▌        | 5224/33666 [03:16<17:51, 26.55it/s, loss=3.97, v_num=0]
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    Epoch 1:  16%|█▌        | 5412/33666 [03:23<17:44, 26.55it/s, loss=4.08, v_num=0]
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    Epoch 1:  16%|█▌        | 5417/33666 [03:24<17:43, 26.55it/s, loss=4.15, v_num=0]
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    Epoch 1:  16%|█▌        | 5418/33666 [03:24<17:43, 26.55it/s, loss=4.12, v_num=0]
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    Epoch 1:  16%|█▌        | 5420/33666 [03:24<17:43, 26.55it/s, loss=4.29, v_num=0]
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    Epoch 1:  16%|█▌        | 5422/33666 [03:24<17:43, 26.55it/s, loss=4.31, v_num=0]
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    Epoch 1:  16%|█▌        | 5423/33666 [03:24<17:43, 26.55it/s, loss=4.29, v_num=0]
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    Epoch 1:  16%|█▌        | 5424/33666 [03:24<17:43, 26.55it/s, loss=4.31, v_num=0]
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    Epoch 1:  16%|█▌        | 5425/33666 [03:24<17:43, 26.55it/s, loss=4.22, v_num=0]
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    Epoch 1:  16%|█▌        | 5426/33666 [03:24<17:43, 26.55it/s, loss=4.19, v_num=0]
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    Epoch 1:  16%|█▌        | 5427/33666 [03:24<17:43, 26.55it/s, loss=4.24, v_num=0]
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    Epoch 1:  16%|█▌        | 5428/33666 [03:24<17:43, 26.55it/s, loss=4.23, v_num=0]
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    Epoch 1:  16%|█▌        | 5429/33666 [03:24<17:43, 26.55it/s, loss=4.22, v_num=0]
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    Epoch 1:  16%|█▌        | 5430/33666 [03:24<17:43, 26.55it/s, loss=4.22, v_num=0]
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    Epoch 1:  16%|█▌        | 5431/33666 [03:24<17:43, 26.55it/s, loss=4.23, v_num=0]
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    Epoch 1:  16%|█▌        | 5432/33666 [03:24<17:43, 26.55it/s, loss=4.27, v_num=0]
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    Epoch 1:  16%|█▌        | 5434/33666 [03:24<17:43, 26.55it/s, loss=4.2, v_num=0] 
    Epoch 1:  16%|█▌        | 5435/33666 [03:24<17:43, 26.55it/s, loss=4.2, v_num=0]
    Epoch 1:  16%|█▌        | 5435/33666 [03:24<17:43, 26.55it/s, loss=4.12, v_num=0]
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    Epoch 1:  16%|█▌        | 5436/33666 [03:24<17:43, 26.55it/s, loss=4.14, v_num=0]
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    Epoch 1:  16%|█▌        | 5437/33666 [03:24<17:43, 26.55it/s, loss=4.13, v_num=0]
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    Epoch 1:  16%|█▌        | 5439/33666 [03:24<17:42, 26.55it/s, loss=4.11, v_num=0]
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    Epoch 1:  16%|█▌        | 5440/33666 [03:24<17:42, 26.55it/s, loss=4.09, v_num=0]
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    Epoch 1:  16%|█▌        | 5442/33666 [03:24<17:42, 26.55it/s, loss=4.12, v_num=0]
    Epoch 1:  16%|█▌        | 5443/33666 [03:24<17:42, 26.56it/s, loss=4.12, v_num=0]
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    Epoch 1:  16%|█▌        | 5447/33666 [03:25<17:42, 26.56it/s, loss=4.13, v_num=0]
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    Epoch 1:  16%|█▌        | 5448/33666 [03:25<17:42, 26.56it/s, loss=4.12, v_num=0]
    Epoch 1:  16%|█▌        | 5449/33666 [03:25<17:42, 26.56it/s, loss=4.12, v_num=0]
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    Epoch 1:  16%|█▌        | 5453/33666 [03:25<17:42, 26.56it/s, loss=4.02, v_num=0]
    Epoch 1:  16%|█▌        | 5453/33666 [03:25<17:42, 26.56it/s, loss=4.01, v_num=0]
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    Epoch 1:  16%|█▌        | 5454/33666 [03:25<17:42, 26.56it/s, loss=4.08, v_num=0]
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    Epoch 1:  16%|█▌        | 5455/33666 [03:25<17:42, 26.56it/s, loss=4.11, v_num=0]
    Epoch 1:  16%|█▌        | 5456/33666 [03:25<17:42, 26.56it/s, loss=4.11, v_num=0]
    Epoch 1:  16%|█▌        | 5456/33666 [03:25<17:42, 26.56it/s, loss=4.09, v_num=0]
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    Epoch 1:  16%|█▌        | 5458/33666 [03:25<17:42, 26.56it/s, loss=4, v_num=0]   
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    Epoch 1:  16%|█▌        | 5463/33666 [03:25<17:41, 26.56it/s, loss=4, v_num=0]   
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    Epoch 1:  16%|█▌        | 5464/33666 [03:25<17:41, 26.56it/s, loss=3.96, v_num=0]
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    Epoch 1:  16%|█▌        | 5465/33666 [03:25<17:41, 26.56it/s, loss=3.98, v_num=0]
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    Epoch 1:  16%|█▌        | 5467/33666 [03:25<17:41, 26.56it/s, loss=3.98, v_num=0]
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    Epoch 1:  16%|█▌        | 5469/33666 [03:25<17:41, 26.56it/s, loss=4.04, v_num=0]
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    Epoch 1:  16%|█▋        | 5471/33666 [03:26<17:41, 26.56it/s, loss=4.05, v_num=0]
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    Epoch 1:  16%|█▋        | 5472/33666 [03:26<17:41, 26.56it/s, loss=4.04, v_num=0]
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    Epoch 1:  16%|█▋        | 5473/33666 [03:26<17:41, 26.56it/s, loss=3.97, v_num=0]
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    Epoch 1:  16%|█▋        | 5528/33666 [03:28<17:39, 26.57it/s, loss=3.89, v_num=0]
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    Epoch 1:  16%|█▋        | 5529/33666 [03:28<17:39, 26.57it/s, loss=3.93, v_num=0]
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    Epoch 1:  17%|█▋        | 5585/33666 [03:30<17:36, 26.57it/s, loss=4.1, v_num=0] 
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    Epoch 1:  17%|█▋        | 5586/33666 [03:30<17:36, 26.57it/s, loss=4.05, v_num=0]
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    Epoch 1:  17%|█▋        | 5588/33666 [03:30<17:36, 26.57it/s, loss=4.1, v_num=0] 
    Epoch 1:  17%|█▋        | 5589/33666 [03:30<17:36, 26.57it/s, loss=4.1, v_num=0]
    Epoch 1:  17%|█▋        | 5589/33666 [03:30<17:36, 26.57it/s, loss=4.07, v_num=0]
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    Epoch 1:  17%|█▋        | 5590/33666 [03:30<17:36, 26.57it/s, loss=4.08, v_num=0]
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    Epoch 1:  17%|█▋        | 5591/33666 [03:30<17:36, 26.57it/s, loss=4.13, v_num=0]
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    Epoch 1:  17%|█▋        | 5593/33666 [03:30<17:36, 26.57it/s, loss=4.07, v_num=0]
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    Epoch 1:  17%|█▋        | 5595/33666 [03:30<17:36, 26.57it/s, loss=4.13, v_num=0]
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    Epoch 1:  17%|█▋        | 5596/33666 [03:30<17:36, 26.57it/s, loss=4.07, v_num=0]
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    Epoch 1:  17%|█▋        | 5599/33666 [03:30<17:36, 26.57it/s, loss=4.12, v_num=0]
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    Epoch 1:  17%|█▋        | 5600/33666 [03:30<17:36, 26.57it/s, loss=4.11, v_num=0]
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    Epoch 1:  17%|█▋        | 5601/33666 [03:30<17:36, 26.57it/s, loss=4.11, v_num=0]
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    Epoch 1:  17%|█▋        | 5602/33666 [03:30<17:36, 26.57it/s, loss=4.08, v_num=0]
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    Epoch 1:  17%|█▋        | 5606/33666 [03:30<17:36, 26.57it/s, loss=4.05, v_num=0]
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    Epoch 1:  17%|█▋        | 5611/33666 [03:31<17:35, 26.57it/s, loss=4.06, v_num=0]
    Epoch 1:  17%|█▋        | 5612/33666 [03:31<17:35, 26.57it/s, loss=4.06, v_num=0]
    Epoch 1:  17%|█▋        | 5612/33666 [03:31<17:35, 26.57it/s, loss=4.03, v_num=0]
    Epoch 1:  17%|█▋        | 5613/33666 [03:31<17:35, 26.57it/s, loss=4.03, v_num=0]
    Epoch 1:  17%|█▋        | 5613/33666 [03:31<17:35, 26.57it/s, loss=4.04, v_num=0]
    Epoch 1:  17%|█▋        | 5614/33666 [03:31<17:35, 26.57it/s, loss=4.04, v_num=0]
    Epoch 1:  17%|█▋        | 5614/33666 [03:31<17:35, 26.57it/s, loss=4.04, v_num=0]
    Epoch 1:  17%|█▋        | 5615/33666 [03:31<17:35, 26.57it/s, loss=4.04, v_num=0]
    Epoch 1:  17%|█▋        | 5615/33666 [03:31<17:35, 26.57it/s, loss=4.03, v_num=0]
    Epoch 1:  17%|█▋        | 5616/33666 [03:31<17:35, 26.57it/s, loss=4.03, v_num=0]
    Epoch 1:  17%|█▋        | 5616/33666 [03:31<17:35, 26.57it/s, loss=4.09, v_num=0]
    Epoch 1:  17%|█▋        | 5617/33666 [03:31<17:35, 26.57it/s, loss=4.09, v_num=0]
    Epoch 1:  17%|█▋        | 5617/33666 [03:31<17:35, 26.57it/s, loss=4.13, v_num=0]
    Epoch 1:  17%|█▋        | 5618/33666 [03:31<17:35, 26.57it/s, loss=4.13, v_num=0]
    Epoch 1:  17%|█▋        | 5618/33666 [03:31<17:35, 26.57it/s, loss=4.09, v_num=0]
    Epoch 1:  17%|█▋        | 5619/33666 [03:31<17:35, 26.57it/s, loss=4.09, v_num=0]
    Epoch 1:  17%|█▋        | 5619/33666 [03:31<17:35, 26.57it/s, loss=4.1, v_num=0] 
    Epoch 1:  17%|█▋        | 5620/33666 [03:31<17:35, 26.57it/s, loss=4.1, v_num=0]
    Epoch 1:  17%|█▋        | 5620/33666 [03:31<17:35, 26.57it/s, loss=4.15, v_num=0]
    Epoch 1:  17%|█▋        | 5621/33666 [03:31<17:35, 26.57it/s, loss=4.15, v_num=0]
    Epoch 1:  17%|█▋        | 5621/33666 [03:31<17:35, 26.57it/s, loss=4.17, v_num=0]
    Epoch 1:  17%|█▋        | 5622/33666 [03:31<17:35, 26.57it/s, loss=4.17, v_num=0]
    Epoch 1:  17%|█▋        | 5622/33666 [03:31<17:35, 26.57it/s, loss=4.17, v_num=0]
    Epoch 1:  17%|█▋        | 5623/33666 [03:31<17:35, 26.57it/s, loss=4.17, v_num=0]
    Epoch 1:  17%|█▋        | 5623/33666 [03:31<17:35, 26.57it/s, loss=4.22, v_num=0]
    Epoch 1:  17%|█▋        | 5624/33666 [03:31<17:35, 26.57it/s, loss=4.22, v_num=0]
    Epoch 1:  17%|█▋        | 5624/33666 [03:31<17:35, 26.57it/s, loss=4.22, v_num=0]
    Epoch 1:  17%|█▋        | 5625/33666 [03:31<17:35, 26.57it/s, loss=4.22, v_num=0]
    Epoch 1:  17%|█▋        | 5625/33666 [03:31<17:35, 26.57it/s, loss=4.12, v_num=0]
    Epoch 1:  17%|█▋        | 5626/33666 [03:31<17:35, 26.57it/s, loss=4.12, v_num=0]
    Epoch 1:  17%|█▋        | 5626/33666 [03:31<17:35, 26.57it/s, loss=4.12, v_num=0]
    Epoch 1:  17%|█▋        | 5627/33666 [03:31<17:35, 26.57it/s, loss=4.12, v_num=0]
    Epoch 1:  17%|█▋        | 5627/33666 [03:31<17:35, 26.57it/s, loss=4.14, v_num=0]
    Epoch 1:  17%|█▋        | 5628/33666 [03:31<17:35, 26.57it/s, loss=4.14, v_num=0]
    Epoch 1:  17%|█▋        | 5628/33666 [03:31<17:35, 26.57it/s, loss=4.17, v_num=0]
    Epoch 1:  17%|█▋        | 5629/33666 [03:31<17:35, 26.57it/s, loss=4.17, v_num=0]
    Epoch 1:  17%|█▋        | 5629/33666 [03:31<17:35, 26.57it/s, loss=4.14, v_num=0]
    Epoch 1:  17%|█▋        | 5630/33666 [03:31<17:35, 26.57it/s, loss=4.14, v_num=0]
    Epoch 1:  17%|█▋        | 5630/33666 [03:31<17:35, 26.57it/s, loss=4.1, v_num=0] 
    Epoch 1:  17%|█▋        | 5631/33666 [03:31<17:35, 26.57it/s, loss=4.1, v_num=0]
    Epoch 1:  17%|█▋        | 5631/33666 [03:31<17:35, 26.57it/s, loss=4.03, v_num=0]
    Epoch 1:  17%|█▋        | 5632/33666 [03:31<17:35, 26.57it/s, loss=4.03, v_num=0]
    Epoch 1:  17%|█▋        | 5632/33666 [03:31<17:35, 26.57it/s, loss=4.06, v_num=0]
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    Epoch 1:  17%|█▋        | 5633/33666 [03:32<17:35, 26.57it/s, loss=4.06, v_num=0]
    Epoch 1:  17%|█▋        | 5634/33666 [03:32<17:35, 26.57it/s, loss=4.06, v_num=0]
    Epoch 1:  17%|█▋        | 5634/33666 [03:32<17:35, 26.57it/s, loss=4.07, v_num=0]
    Epoch 1:  17%|█▋        | 5635/33666 [03:32<17:35, 26.57it/s, loss=4.07, v_num=0]
    Epoch 1:  17%|█▋        | 5635/33666 [03:32<17:35, 26.57it/s, loss=4.08, v_num=0]
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    Epoch 1:  17%|█▋        | 5636/33666 [03:32<17:35, 26.57it/s, loss=4.12, v_num=0]
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    Epoch 1:  17%|█▋        | 5637/33666 [03:32<17:35, 26.57it/s, loss=4.07, v_num=0]
    Epoch 1:  17%|█▋        | 5638/33666 [03:32<17:34, 26.57it/s, loss=4.07, v_num=0]
    Epoch 1:  17%|█▋        | 5638/33666 [03:32<17:34, 26.57it/s, loss=4.05, v_num=0]
    Epoch 1:  17%|█▋        | 5639/33666 [03:32<17:34, 26.57it/s, loss=4.05, v_num=0]
    Epoch 1:  17%|█▋        | 5639/33666 [03:32<17:34, 26.57it/s, loss=4.03, v_num=0]
    Epoch 1:  17%|█▋        | 5640/33666 [03:32<17:34, 26.57it/s, loss=4.03, v_num=0]
    Epoch 1:  17%|█▋        | 5640/33666 [03:32<17:34, 26.57it/s, loss=3.98, v_num=0]
    Epoch 1:  17%|█▋        | 5641/33666 [03:32<17:34, 26.57it/s, loss=3.98, v_num=0]
    Epoch 1:  17%|█▋        | 5641/33666 [03:32<17:34, 26.57it/s, loss=3.94, v_num=0]
    Epoch 1:  17%|█▋        | 5642/33666 [03:32<17:34, 26.57it/s, loss=3.94, v_num=0]
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    Epoch 1:  17%|█▋        | 5644/33666 [03:32<17:34, 26.57it/s, loss=4, v_num=0]   
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    Epoch 1:  17%|█▋        | 5648/33666 [03:32<17:34, 26.57it/s, loss=4.1, v_num=0]
    Epoch 1:  17%|█▋        | 5648/33666 [03:32<17:34, 26.57it/s, loss=4.07, v_num=0]
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    Epoch 1:  17%|█▋        | 5652/33666 [03:32<17:34, 26.57it/s, loss=4.12, v_num=0]
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    Epoch 1:  17%|█▋        | 5686/33666 [03:34<17:33, 26.57it/s, loss=4.08, v_num=0]
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    Epoch 1:  17%|█▋        | 5694/33666 [03:34<17:32, 26.57it/s, loss=4.14, v_num=0]
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    Epoch 1:  17%|█▋        | 5695/33666 [03:34<17:32, 26.57it/s, loss=4.04, v_num=0]
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    Epoch 1:  17%|█▋        | 5698/33666 [03:34<17:32, 26.57it/s, loss=4, v_num=0]   
    Epoch 1:  17%|█▋        | 5699/33666 [03:34<17:32, 26.57it/s, loss=4, v_num=0]
    Epoch 1:  17%|█▋        | 5699/33666 [03:34<17:32, 26.57it/s, loss=4.07, v_num=0]
    Epoch 1:  17%|█▋        | 5700/33666 [03:34<17:32, 26.57it/s, loss=4.07, v_num=0]
    Epoch 1:  17%|█▋        | 5700/33666 [03:34<17:32, 26.57it/s, loss=4.1, v_num=0] 
    Epoch 1:  17%|█▋        | 5701/33666 [03:34<17:32, 26.57it/s, loss=4.1, v_num=0]
    Epoch 1:  17%|█▋        | 5701/33666 [03:34<17:32, 26.57it/s, loss=4.11, v_num=0]
    Epoch 1:  17%|█▋        | 5702/33666 [03:34<17:32, 26.57it/s, loss=4.11, v_num=0]
    Epoch 1:  17%|█▋        | 5702/33666 [03:34<17:32, 26.57it/s, loss=4.06, v_num=0]
    Epoch 1:  17%|█▋        | 5703/33666 [03:34<17:32, 26.57it/s, loss=4.06, v_num=0]
    Epoch 1:  17%|█▋        | 5703/33666 [03:34<17:32, 26.57it/s, loss=4.06, v_num=0]
    Epoch 1:  17%|█▋        | 5704/33666 [03:34<17:32, 26.57it/s, loss=4.06, v_num=0]
    Epoch 1:  17%|█▋        | 5704/33666 [03:34<17:32, 26.57it/s, loss=4.11, v_num=0]
    Epoch 1:  17%|█▋        | 5705/33666 [03:34<17:32, 26.57it/s, loss=4.11, v_num=0]
    Epoch 1:  17%|█▋        | 5705/33666 [03:34<17:32, 26.57it/s, loss=4.14, v_num=0]
    Epoch 1:  17%|█▋        | 5706/33666 [03:34<17:32, 26.57it/s, loss=4.14, v_num=0]
    Epoch 1:  17%|█▋        | 5706/33666 [03:34<17:32, 26.57it/s, loss=4.03, v_num=0]
    Epoch 1:  17%|█▋        | 5707/33666 [03:34<17:32, 26.57it/s, loss=4.03, v_num=0]
    Epoch 1:  17%|█▋        | 5707/33666 [03:34<17:32, 26.57it/s, loss=3.96, v_num=0]
    Epoch 1:  17%|█▋        | 5708/33666 [03:34<17:32, 26.57it/s, loss=3.96, v_num=0]
    Epoch 1:  17%|█▋        | 5708/33666 [03:34<17:32, 26.57it/s, loss=3.98, v_num=0]
    Epoch 1:  17%|█▋        | 5709/33666 [03:34<17:32, 26.57it/s, loss=3.98, v_num=0]
    Epoch 1:  17%|█▋        | 5709/33666 [03:34<17:32, 26.57it/s, loss=4, v_num=0]   
    Epoch 1:  17%|█▋        | 5710/33666 [03:34<17:32, 26.57it/s, loss=4, v_num=0]
    Epoch 1:  17%|█▋        | 5710/33666 [03:34<17:32, 26.57it/s, loss=4.03, v_num=0]
    Epoch 1:  17%|█▋        | 5711/33666 [03:34<17:32, 26.57it/s, loss=4.03, v_num=0]
    Epoch 1:  17%|█▋        | 5711/33666 [03:34<17:32, 26.57it/s, loss=3.98, v_num=0]
    Epoch 1:  17%|█▋        | 5712/33666 [03:34<17:32, 26.57it/s, loss=3.98, v_num=0]
    Epoch 1:  17%|█▋        | 5712/33666 [03:34<17:32, 26.57it/s, loss=4.01, v_num=0]
    Epoch 1:  17%|█▋        | 5713/33666 [03:35<17:32, 26.57it/s, loss=4.01, v_num=0]
    Epoch 1:  17%|█▋        | 5713/33666 [03:35<17:32, 26.57it/s, loss=4.02, v_num=0]
    Epoch 1:  17%|█▋        | 5714/33666 [03:35<17:32, 26.57it/s, loss=4.02, v_num=0]
    Epoch 1:  17%|█▋        | 5714/33666 [03:35<17:32, 26.57it/s, loss=4.06, v_num=0]
    Epoch 1:  17%|█▋        | 5715/33666 [03:35<17:32, 26.57it/s, loss=4.06, v_num=0]
    Epoch 1:  17%|█▋        | 5715/33666 [03:35<17:32, 26.57it/s, loss=4.04, v_num=0]
    Epoch 1:  17%|█▋        | 5716/33666 [03:35<17:32, 26.57it/s, loss=4.04, v_num=0]
    Epoch 1:  17%|█▋        | 5716/33666 [03:35<17:32, 26.57it/s, loss=4.01, v_num=0]
    Epoch 1:  17%|█▋        | 5717/33666 [03:35<17:31, 26.57it/s, loss=4.01, v_num=0]
    Epoch 1:  17%|█▋        | 5717/33666 [03:35<17:31, 26.57it/s, loss=3.94, v_num=0]
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    Epoch 1:  17%|█▋        | 5718/33666 [03:35<17:31, 26.57it/s, loss=4, v_num=0]   
    Epoch 1:  17%|█▋        | 5719/33666 [03:35<17:31, 26.57it/s, loss=4, v_num=0]
    Epoch 1:  17%|█▋        | 5719/33666 [03:35<17:31, 26.57it/s, loss=4.02, v_num=0]
    Epoch 1:  17%|█▋        | 5720/33666 [03:35<17:31, 26.57it/s, loss=4.02, v_num=0]
    Epoch 1:  17%|█▋        | 5720/33666 [03:35<17:31, 26.57it/s, loss=3.96, v_num=0]
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    Epoch 1:  17%|█▋        | 5721/33666 [03:35<17:31, 26.57it/s, loss=3.96, v_num=0]
    Epoch 1:  17%|█▋        | 5722/33666 [03:35<17:31, 26.57it/s, loss=3.96, v_num=0]
    Epoch 1:  17%|█▋        | 5722/33666 [03:35<17:31, 26.57it/s, loss=3.96, v_num=0]
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    Epoch 1:  17%|█▋        | 5724/33666 [03:35<17:31, 26.57it/s, loss=3.98, v_num=0]
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    Epoch 1:  17%|█▋        | 5727/33666 [03:35<17:31, 26.57it/s, loss=3.99, v_num=0]
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    Epoch 1:  17%|█▋        | 5728/33666 [03:35<17:31, 26.57it/s, loss=4.06, v_num=0]
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    Epoch 1:  17%|█▋        | 5731/33666 [03:35<17:31, 26.57it/s, loss=4.04, v_num=0]
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    Epoch 1:  17%|█▋        | 5735/33666 [03:35<17:31, 26.57it/s, loss=3.99, v_num=0]
    Epoch 1:  17%|█▋        | 5735/33666 [03:35<17:31, 26.57it/s, loss=4.07, v_num=0]
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    Epoch 1:  17%|█▋        | 5740/33666 [03:36<17:30, 26.57it/s, loss=4.09, v_num=0]
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    Epoch 1:  17%|█▋        | 5745/33666 [03:36<17:30, 26.58it/s, loss=4.07, v_num=0]
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    Epoch 1:  17%|█▋        | 5746/33666 [03:36<17:30, 26.58it/s, loss=4.12, v_num=0]
    Epoch 1:  17%|█▋        | 5747/33666 [03:36<17:30, 26.58it/s, loss=4.12, v_num=0]
    Epoch 1:  17%|█▋        | 5747/33666 [03:36<17:30, 26.58it/s, loss=4.16, v_num=0]
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    Epoch 1:  17%|█▋        | 5748/33666 [03:36<17:30, 26.58it/s, loss=4.12, v_num=0]
    Epoch 1:  17%|█▋        | 5749/33666 [03:36<17:30, 26.58it/s, loss=4.12, v_num=0]
    Epoch 1:  17%|█▋        | 5749/33666 [03:36<17:30, 26.58it/s, loss=4.08, v_num=0]
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    Epoch 1:  17%|█▋        | 5751/33666 [03:36<17:30, 26.58it/s, loss=4.07, v_num=0]
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    Epoch 1:  17%|█▋        | 5752/33666 [03:36<17:30, 26.58it/s, loss=4.06, v_num=0]
    Epoch 1:  17%|█▋        | 5753/33666 [03:36<17:30, 26.58it/s, loss=4.06, v_num=0]
    Epoch 1:  17%|█▋        | 5753/33666 [03:36<17:30, 26.58it/s, loss=4.06, v_num=0]
    Epoch 1:  17%|█▋        | 5754/33666 [03:36<17:30, 26.58it/s, loss=4.06, v_num=0]
    Epoch 1:  17%|█▋        | 5754/33666 [03:36<17:30, 26.58it/s, loss=4.07, v_num=0]
    Epoch 1:  17%|█▋        | 5755/33666 [03:36<17:30, 26.58it/s, loss=4.07, v_num=0]
    Epoch 1:  17%|█▋        | 5755/33666 [03:36<17:30, 26.58it/s, loss=4.11, v_num=0]
    Epoch 1:  17%|█▋        | 5756/33666 [03:36<17:30, 26.58it/s, loss=4.11, v_num=0]
    Epoch 1:  17%|█▋        | 5756/33666 [03:36<17:30, 26.58it/s, loss=4.11, v_num=0]
    Epoch 1:  17%|█▋        | 5757/33666 [03:36<17:30, 26.58it/s, loss=4.11, v_num=0]
    Epoch 1:  17%|█▋        | 5757/33666 [03:36<17:30, 26.58it/s, loss=4.14, v_num=0]
    Epoch 1:  17%|█▋        | 5758/33666 [03:36<17:30, 26.58it/s, loss=4.14, v_num=0]
    Epoch 1:  17%|█▋        | 5758/33666 [03:36<17:30, 26.58it/s, loss=4.14, v_num=0]
    Epoch 1:  17%|█▋        | 5759/33666 [03:36<17:29, 26.58it/s, loss=4.14, v_num=0]
    Epoch 1:  17%|█▋        | 5759/33666 [03:36<17:29, 26.58it/s, loss=4.17, v_num=0]
    Epoch 1:  17%|█▋        | 5760/33666 [03:36<17:29, 26.58it/s, loss=4.17, v_num=0]
    Epoch 1:  17%|█▋        | 5760/33666 [03:36<17:29, 26.58it/s, loss=4.22, v_num=0]
    Epoch 1:  17%|█▋        | 5761/33666 [03:36<17:29, 26.58it/s, loss=4.22, v_num=0]
    Epoch 1:  17%|█▋        | 5761/33666 [03:36<17:29, 26.58it/s, loss=4.21, v_num=0]
    Epoch 1:  17%|█▋        | 5762/33666 [03:36<17:29, 26.58it/s, loss=4.21, v_num=0]
    Epoch 1:  17%|█▋        | 5762/33666 [03:36<17:29, 26.58it/s, loss=4.18, v_num=0]
    Epoch 1:  17%|█▋        | 5763/33666 [03:36<17:29, 26.58it/s, loss=4.18, v_num=0]
    Epoch 1:  17%|█▋        | 5763/33666 [03:36<17:29, 26.58it/s, loss=4.18, v_num=0]
    Epoch 1:  17%|█▋        | 5764/33666 [03:36<17:29, 26.58it/s, loss=4.18, v_num=0]
    Epoch 1:  17%|█▋        | 5764/33666 [03:36<17:29, 26.58it/s, loss=4.16, v_num=0]
    Epoch 1:  17%|█▋        | 5765/33666 [03:36<17:29, 26.58it/s, loss=4.16, v_num=0]
    Epoch 1:  17%|█▋        | 5765/33666 [03:36<17:29, 26.58it/s, loss=4.15, v_num=0]
    Epoch 1:  17%|█▋        | 5766/33666 [03:36<17:29, 26.58it/s, loss=4.15, v_num=0]
    Epoch 1:  17%|█▋        | 5766/33666 [03:36<17:29, 26.58it/s, loss=4.16, v_num=0]
    Epoch 1:  17%|█▋        | 5767/33666 [03:37<17:29, 26.58it/s, loss=4.16, v_num=0]
    Epoch 1:  17%|█▋        | 5767/33666 [03:37<17:29, 26.58it/s, loss=4.14, v_num=0]
    Epoch 1:  17%|█▋        | 5768/33666 [03:37<17:29, 26.58it/s, loss=4.14, v_num=0]
    Epoch 1:  17%|█▋        | 5768/33666 [03:37<17:29, 26.58it/s, loss=4.11, v_num=0]
    Epoch 1:  17%|█▋        | 5769/33666 [03:37<17:29, 26.58it/s, loss=4.11, v_num=0]
    Epoch 1:  17%|█▋        | 5769/33666 [03:37<17:29, 26.57it/s, loss=4.12, v_num=0]
    Epoch 1:  17%|█▋        | 5770/33666 [03:37<17:29, 26.57it/s, loss=4.12, v_num=0]
    Epoch 1:  17%|█▋        | 5770/33666 [03:37<17:29, 26.57it/s, loss=4.15, v_num=0]
    Epoch 1:  17%|█▋        | 5771/33666 [03:37<17:29, 26.57it/s, loss=4.15, v_num=0]
    Epoch 1:  17%|█▋        | 5771/33666 [03:37<17:29, 26.57it/s, loss=4.15, v_num=0]
    Epoch 1:  17%|█▋        | 5772/33666 [03:37<17:29, 26.57it/s, loss=4.15, v_num=0]
    Epoch 1:  17%|█▋        | 5772/33666 [03:37<17:29, 26.57it/s, loss=4.17, v_num=0]
    Epoch 1:  17%|█▋        | 5773/33666 [03:37<17:29, 26.57it/s, loss=4.17, v_num=0]
    Epoch 1:  17%|█▋        | 5773/33666 [03:37<17:29, 26.57it/s, loss=4.16, v_num=0]
    Epoch 1:  17%|█▋        | 5774/33666 [03:37<17:29, 26.57it/s, loss=4.16, v_num=0]
    Epoch 1:  17%|█▋        | 5774/33666 [03:37<17:29, 26.57it/s, loss=4.21, v_num=0]
    Epoch 1:  17%|█▋        | 5775/33666 [03:37<17:29, 26.57it/s, loss=4.21, v_num=0]
    Epoch 1:  17%|█▋        | 5775/33666 [03:37<17:29, 26.57it/s, loss=4.16, v_num=0]
    Epoch 1:  17%|█▋        | 5776/33666 [03:37<17:29, 26.57it/s, loss=4.16, v_num=0]
    Epoch 1:  17%|█▋        | 5776/33666 [03:37<17:29, 26.57it/s, loss=4.12, v_num=0]
    Epoch 1:  17%|█▋        | 5777/33666 [03:37<17:29, 26.57it/s, loss=4.12, v_num=0]
    Epoch 1:  17%|█▋        | 5777/33666 [03:37<17:29, 26.57it/s, loss=4.15, v_num=0]
    Epoch 1:  17%|█▋        | 5778/33666 [03:37<17:29, 26.57it/s, loss=4.15, v_num=0]
    Epoch 1:  17%|█▋        | 5778/33666 [03:37<17:29, 26.57it/s, loss=4.06, v_num=0]
    Epoch 1:  17%|█▋        | 5779/33666 [03:37<17:29, 26.57it/s, loss=4.06, v_num=0]
    Epoch 1:  17%|█▋        | 5779/33666 [03:37<17:29, 26.57it/s, loss=4.1, v_num=0] 
    Epoch 1:  17%|█▋        | 5780/33666 [03:37<17:29, 26.57it/s, loss=4.1, v_num=0]
    Epoch 1:  17%|█▋        | 5780/33666 [03:37<17:29, 26.57it/s, loss=4.09, v_num=0]
    Epoch 1:  17%|█▋        | 5781/33666 [03:37<17:29, 26.57it/s, loss=4.09, v_num=0]
    Epoch 1:  17%|█▋        | 5781/33666 [03:37<17:29, 26.57it/s, loss=4.05, v_num=0]
    Epoch 1:  17%|█▋        | 5782/33666 [03:37<17:29, 26.58it/s, loss=4.05, v_num=0]
    Epoch 1:  17%|█▋        | 5782/33666 [03:37<17:29, 26.58it/s, loss=4.04, v_num=0]
    Epoch 1:  17%|█▋        | 5783/33666 [03:37<17:29, 26.58it/s, loss=4.04, v_num=0]
    Epoch 1:  17%|█▋        | 5783/33666 [03:37<17:29, 26.58it/s, loss=4.09, v_num=0]
    Epoch 1:  17%|█▋        | 5784/33666 [03:37<17:29, 26.58it/s, loss=4.09, v_num=0]
    Epoch 1:  17%|█▋        | 5784/33666 [03:37<17:29, 26.58it/s, loss=4.1, v_num=0] 
    Epoch 1:  17%|█▋        | 5785/33666 [03:37<17:29, 26.58it/s, loss=4.1, v_num=0]
    Epoch 1:  17%|█▋        | 5785/33666 [03:37<17:29, 26.58it/s, loss=4.14, v_num=0]
    Epoch 1:  17%|█▋        | 5786/33666 [03:37<17:29, 26.58it/s, loss=4.14, v_num=0]
    Epoch 1:  17%|█▋        | 5786/33666 [03:37<17:29, 26.58it/s, loss=4.14, v_num=0]
    Epoch 1:  17%|█▋        | 5787/33666 [03:37<17:29, 26.57it/s, loss=4.14, v_num=0]
    Epoch 1:  17%|█▋        | 5787/33666 [03:37<17:29, 26.57it/s, loss=4.08, v_num=0]
    Epoch 1:  17%|█▋        | 5788/33666 [03:37<17:29, 26.57it/s, loss=4.08, v_num=0]
    Epoch 1:  17%|█▋        | 5788/33666 [03:37<17:29, 26.57it/s, loss=4.07, v_num=0]
    Epoch 1:  17%|█▋        | 5789/33666 [03:37<17:28, 26.58it/s, loss=4.07, v_num=0]
    Epoch 1:  17%|█▋        | 5789/33666 [03:37<17:28, 26.58it/s, loss=4.07, v_num=0]
    Epoch 1:  17%|█▋        | 5790/33666 [03:37<17:28, 26.58it/s, loss=4.07, v_num=0]
    Epoch 1:  17%|█▋        | 5790/33666 [03:37<17:28, 26.58it/s, loss=4.12, v_num=0]
    Epoch 1:  17%|█▋        | 5791/33666 [03:37<17:28, 26.58it/s, loss=4.12, v_num=0]
    Epoch 1:  17%|█▋        | 5791/33666 [03:37<17:28, 26.58it/s, loss=4.1, v_num=0] 
    Epoch 1:  17%|█▋        | 5792/33666 [03:37<17:28, 26.58it/s, loss=4.1, v_num=0]
    Epoch 1:  17%|█▋        | 5792/33666 [03:37<17:28, 26.58it/s, loss=4.1, v_num=0]
    Epoch 1:  17%|█▋        | 5793/33666 [03:37<17:28, 26.58it/s, loss=4.1, v_num=0]
    Epoch 1:  17%|█▋        | 5793/33666 [03:37<17:28, 26.58it/s, loss=4.12, v_num=0]
    Epoch 1:  17%|█▋        | 5794/33666 [03:38<17:28, 26.58it/s, loss=4.12, v_num=0]
    Epoch 1:  17%|█▋        | 5794/33666 [03:38<17:28, 26.58it/s, loss=4.04, v_num=0]
    Epoch 1:  17%|█▋        | 5795/33666 [03:38<17:28, 26.58it/s, loss=4.04, v_num=0]
    Epoch 1:  17%|█▋        | 5795/33666 [03:38<17:28, 26.58it/s, loss=4.04, v_num=0]
    Epoch 1:  17%|█▋        | 5796/33666 [03:38<17:28, 26.58it/s, loss=4.04, v_num=0]
    Epoch 1:  17%|█▋        | 5796/33666 [03:38<17:28, 26.58it/s, loss=4.07, v_num=0]
    Epoch 1:  17%|█▋        | 5797/33666 [03:38<17:28, 26.58it/s, loss=4.07, v_num=0]
    Epoch 1:  17%|█▋        | 5797/33666 [03:38<17:28, 26.58it/s, loss=4.09, v_num=0]
    Epoch 1:  17%|█▋        | 5798/33666 [03:38<17:28, 26.58it/s, loss=4.09, v_num=0]
    Epoch 1:  17%|█▋        | 5798/33666 [03:38<17:28, 26.58it/s, loss=4.17, v_num=0]
    Epoch 1:  17%|█▋        | 5799/33666 [03:38<17:28, 26.58it/s, loss=4.17, v_num=0]
    Epoch 1:  17%|█▋        | 5799/33666 [03:38<17:28, 26.58it/s, loss=4.11, v_num=0]
    Epoch 1:  17%|█▋        | 5800/33666 [03:38<17:28, 26.58it/s, loss=4.11, v_num=0]
    Epoch 1:  17%|█▋        | 5800/33666 [03:38<17:28, 26.58it/s, loss=4.07, v_num=0]
    Epoch 1:  17%|█▋        | 5801/33666 [03:38<17:28, 26.58it/s, loss=4.07, v_num=0]
    Epoch 1:  17%|█▋        | 5801/33666 [03:38<17:28, 26.58it/s, loss=4.14, v_num=0]
    Epoch 1:  17%|█▋        | 5802/33666 [03:38<17:28, 26.58it/s, loss=4.14, v_num=0]
    Epoch 1:  17%|█▋        | 5802/33666 [03:38<17:28, 26.58it/s, loss=4.18, v_num=0]
    Epoch 1:  17%|█▋        | 5803/33666 [03:38<17:28, 26.58it/s, loss=4.18, v_num=0]
    Epoch 1:  17%|█▋        | 5803/33666 [03:38<17:28, 26.58it/s, loss=4.21, v_num=0]
    Epoch 1:  17%|█▋        | 5804/33666 [03:38<17:28, 26.58it/s, loss=4.21, v_num=0]
    Epoch 1:  17%|█▋        | 5804/33666 [03:38<17:28, 26.58it/s, loss=4.28, v_num=0]
    Epoch 1:  17%|█▋        | 5805/33666 [03:38<17:28, 26.58it/s, loss=4.28, v_num=0]
    Epoch 1:  17%|█▋        | 5805/33666 [03:38<17:28, 26.58it/s, loss=4.29, v_num=0]
    Epoch 1:  17%|█▋        | 5806/33666 [03:38<17:28, 26.58it/s, loss=4.29, v_num=0]
    Epoch 1:  17%|█▋        | 5806/33666 [03:38<17:28, 26.58it/s, loss=4.2, v_num=0] 
    Epoch 1:  17%|█▋        | 5807/33666 [03:38<17:28, 26.58it/s, loss=4.2, v_num=0]
    Epoch 1:  17%|█▋        | 5807/33666 [03:38<17:28, 26.58it/s, loss=4.27, v_num=0]
    Epoch 1:  17%|█▋        | 5808/33666 [03:38<17:28, 26.58it/s, loss=4.27, v_num=0]
    Epoch 1:  17%|█▋        | 5808/33666 [03:38<17:28, 26.58it/s, loss=4.24, v_num=0]
    Epoch 1:  17%|█▋        | 5809/33666 [03:38<17:28, 26.58it/s, loss=4.24, v_num=0]
    Epoch 1:  17%|█▋        | 5809/33666 [03:38<17:28, 26.58it/s, loss=4.23, v_num=0]
    Epoch 1:  17%|█▋        | 5810/33666 [03:38<17:28, 26.58it/s, loss=4.23, v_num=0]
    Epoch 1:  17%|█▋        | 5810/33666 [03:38<17:28, 26.58it/s, loss=4.18, v_num=0]
    Epoch 1:  17%|█▋        | 5811/33666 [03:38<17:28, 26.58it/s, loss=4.18, v_num=0]
    Epoch 1:  17%|█▋        | 5811/33666 [03:38<17:28, 26.58it/s, loss=4.16, v_num=0]
    Epoch 1:  17%|█▋        | 5812/33666 [03:38<17:28, 26.58it/s, loss=4.16, v_num=0]
    Epoch 1:  17%|█▋        | 5812/33666 [03:38<17:28, 26.58it/s, loss=4.16, v_num=0]
    Epoch 1:  17%|█▋        | 5813/33666 [03:38<17:27, 26.58it/s, loss=4.16, v_num=0]
    Epoch 1:  17%|█▋        | 5813/33666 [03:38<17:27, 26.58it/s, loss=4.18, v_num=0]
    Epoch 1:  17%|█▋        | 5814/33666 [03:38<17:27, 26.58it/s, loss=4.18, v_num=0]
    Epoch 1:  17%|█▋        | 5814/33666 [03:38<17:27, 26.58it/s, loss=4.18, v_num=0]
    Epoch 1:  17%|█▋        | 5815/33666 [03:38<17:27, 26.58it/s, loss=4.18, v_num=0]
    Epoch 1:  17%|█▋        | 5815/33666 [03:38<17:27, 26.58it/s, loss=4.12, v_num=0]
    Epoch 1:  17%|█▋        | 5816/33666 [03:38<17:27, 26.58it/s, loss=4.12, v_num=0]
    Epoch 1:  17%|█▋        | 5816/33666 [03:38<17:27, 26.58it/s, loss=4.11, v_num=0]
    Epoch 1:  17%|█▋        | 5817/33666 [03:38<17:27, 26.58it/s, loss=4.11, v_num=0]
    Epoch 1:  17%|█▋        | 5817/33666 [03:38<17:27, 26.58it/s, loss=4.11, v_num=0]
    Epoch 1:  17%|█▋        | 5818/33666 [03:38<17:27, 26.58it/s, loss=4.11, v_num=0]
    Epoch 1:  17%|█▋        | 5818/33666 [03:38<17:27, 26.58it/s, loss=4.06, v_num=0]
    Epoch 1:  17%|█▋        | 5819/33666 [03:38<17:27, 26.58it/s, loss=4.06, v_num=0]
    Epoch 1:  17%|█▋        | 5819/33666 [03:38<17:27, 26.58it/s, loss=4.09, v_num=0]
    Epoch 1:  17%|█▋        | 5820/33666 [03:38<17:27, 26.58it/s, loss=4.09, v_num=0]
    Epoch 1:  17%|█▋        | 5820/33666 [03:38<17:27, 26.58it/s, loss=4.09, v_num=0]
    Epoch 1:  17%|█▋        | 5821/33666 [03:38<17:27, 26.58it/s, loss=4.09, v_num=0]
    Epoch 1:  17%|█▋        | 5821/33666 [03:38<17:27, 26.58it/s, loss=4.05, v_num=0]
    Epoch 1:  17%|█▋        | 5822/33666 [03:39<17:27, 26.58it/s, loss=4.05, v_num=0]
    Epoch 1:  17%|█▋        | 5822/33666 [03:39<17:27, 26.58it/s, loss=3.97, v_num=0]
    Epoch 1:  17%|█▋        | 5823/33666 [03:39<17:27, 26.58it/s, loss=3.97, v_num=0]
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    Epoch 1:  17%|█▋        | 5824/33666 [03:39<17:27, 26.58it/s, loss=3.86, v_num=0]
    Epoch 1:  17%|█▋        | 5824/33666 [03:39<17:27, 26.58it/s, loss=3.85, v_num=0]
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    Epoch 1:  17%|█▋        | 5825/33666 [03:39<17:27, 26.59it/s, loss=3.85, v_num=0]
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    Epoch 1:  17%|█▋        | 5826/33666 [03:39<17:27, 26.59it/s, loss=3.89, v_num=0]
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    Epoch 1:  17%|█▋        | 5827/33666 [03:39<17:27, 26.59it/s, loss=3.84, v_num=0]
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    Epoch 1:  17%|█▋        | 5828/33666 [03:39<17:27, 26.59it/s, loss=3.89, v_num=0]
    Epoch 1:  17%|█▋        | 5829/33666 [03:39<17:27, 26.59it/s, loss=3.89, v_num=0]
    Epoch 1:  17%|█▋        | 5829/33666 [03:39<17:27, 26.59it/s, loss=3.9, v_num=0] 
    Epoch 1:  17%|█▋        | 5830/33666 [03:39<17:26, 26.59it/s, loss=3.9, v_num=0]
    Epoch 1:  17%|█▋        | 5830/33666 [03:39<17:26, 26.59it/s, loss=3.97, v_num=0]
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    Epoch 1:  17%|█▋        | 5831/33666 [03:39<17:26, 26.59it/s, loss=3.96, v_num=0]
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    Epoch 1:  17%|█▋        | 5832/33666 [03:39<17:26, 26.59it/s, loss=3.99, v_num=0]
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    Epoch 1:  17%|█▋        | 5833/33666 [03:39<17:26, 26.59it/s, loss=3.97, v_num=0]
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    Epoch 1:  17%|█▋        | 5834/33666 [03:39<17:26, 26.59it/s, loss=3.99, v_num=0]
    Epoch 1:  17%|█▋        | 5835/33666 [03:39<17:26, 26.59it/s, loss=3.99, v_num=0]
    Epoch 1:  17%|█▋        | 5835/33666 [03:39<17:26, 26.59it/s, loss=4.01, v_num=0]
    Epoch 1:  17%|█▋        | 5836/33666 [03:39<17:26, 26.59it/s, loss=4.01, v_num=0]
    Epoch 1:  17%|█▋        | 5836/33666 [03:39<17:26, 26.59it/s, loss=4.02, v_num=0]
    Epoch 1:  17%|█▋        | 5837/33666 [03:39<17:26, 26.59it/s, loss=4.02, v_num=0]
    Epoch 1:  17%|█▋        | 5837/33666 [03:39<17:26, 26.59it/s, loss=3.97, v_num=0]
    Epoch 1:  17%|█▋        | 5838/33666 [03:39<17:26, 26.59it/s, loss=3.97, v_num=0]
    Epoch 1:  17%|█▋        | 5838/33666 [03:39<17:26, 26.59it/s, loss=3.98, v_num=0]
    Epoch 1:  17%|█▋        | 5839/33666 [03:39<17:26, 26.59it/s, loss=3.98, v_num=0]
    Epoch 1:  17%|█▋        | 5839/33666 [03:39<17:26, 26.59it/s, loss=4, v_num=0]   
    Epoch 1:  17%|█▋        | 5840/33666 [03:39<17:26, 26.59it/s, loss=4, v_num=0]
    Epoch 1:  17%|█▋        | 5840/33666 [03:39<17:26, 26.59it/s, loss=4.02, v_num=0]
    Epoch 1:  17%|█▋        | 5841/33666 [03:39<17:26, 26.59it/s, loss=4.02, v_num=0]
    Epoch 1:  17%|█▋        | 5841/33666 [03:39<17:26, 26.59it/s, loss=4.03, v_num=0]
    Epoch 1:  17%|█▋        | 5842/33666 [03:39<17:26, 26.59it/s, loss=4.03, v_num=0]
    Epoch 1:  17%|█▋        | 5842/33666 [03:39<17:26, 26.59it/s, loss=4.1, v_num=0] 
    Epoch 1:  17%|█▋        | 5843/33666 [03:39<17:26, 26.59it/s, loss=4.1, v_num=0]
    Epoch 1:  17%|█▋        | 5843/33666 [03:39<17:26, 26.59it/s, loss=4.15, v_num=0]
    Epoch 1:  17%|█▋        | 5844/33666 [03:39<17:26, 26.59it/s, loss=4.15, v_num=0]
    Epoch 1:  17%|█▋        | 5844/33666 [03:39<17:26, 26.59it/s, loss=4.06, v_num=0]
    Epoch 1:  17%|█▋        | 5845/33666 [03:39<17:26, 26.59it/s, loss=4.06, v_num=0]
    Epoch 1:  17%|█▋        | 5845/33666 [03:39<17:26, 26.59it/s, loss=4.04, v_num=0]
    Epoch 1:  17%|█▋        | 5846/33666 [03:39<17:26, 26.59it/s, loss=4.04, v_num=0]
    Epoch 1:  17%|█▋        | 5846/33666 [03:39<17:26, 26.59it/s, loss=4.04, v_num=0]
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    Epoch 1:  17%|█▋        | 5847/33666 [03:39<17:26, 26.59it/s, loss=4.04, v_num=0]
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    Epoch 1:  17%|█▋        | 5848/33666 [03:39<17:26, 26.59it/s, loss=4.03, v_num=0]
    Epoch 1:  17%|█▋        | 5849/33666 [03:39<17:26, 26.59it/s, loss=4.03, v_num=0]
    Epoch 1:  17%|█▋        | 5849/33666 [03:39<17:26, 26.59it/s, loss=4.02, v_num=0]
    Epoch 1:  17%|█▋        | 5850/33666 [03:40<17:26, 26.59it/s, loss=4.02, v_num=0]
    Epoch 1:  17%|█▋        | 5850/33666 [03:40<17:26, 26.59it/s, loss=4, v_num=0]   
    Epoch 1:  17%|█▋        | 5851/33666 [03:40<17:26, 26.59it/s, loss=4, v_num=0]
    Epoch 1:  17%|█▋        | 5851/33666 [03:40<17:26, 26.59it/s, loss=3.97, v_num=0]
    Epoch 1:  17%|█▋        | 5852/33666 [03:40<17:26, 26.59it/s, loss=3.97, v_num=0]
    Epoch 1:  17%|█▋        | 5852/33666 [03:40<17:26, 26.59it/s, loss=3.94, v_num=0]
    Epoch 1:  17%|█▋        | 5853/33666 [03:40<17:26, 26.59it/s, loss=3.94, v_num=0]
    Epoch 1:  17%|█▋        | 5853/33666 [03:40<17:26, 26.59it/s, loss=3.9, v_num=0] 
    Epoch 1:  17%|█▋        | 5854/33666 [03:40<17:25, 26.59it/s, loss=3.9, v_num=0]
    Epoch 1:  17%|█▋        | 5854/33666 [03:40<17:25, 26.59it/s, loss=3.86, v_num=0]
    Epoch 1:  17%|█▋        | 5855/33666 [03:40<17:25, 26.59it/s, loss=3.86, v_num=0]
    Epoch 1:  17%|█▋        | 5855/33666 [03:40<17:25, 26.59it/s, loss=3.88, v_num=0]
    Epoch 1:  17%|█▋        | 5856/33666 [03:40<17:25, 26.59it/s, loss=3.88, v_num=0]
    Epoch 1:  17%|█▋        | 5856/33666 [03:40<17:25, 26.59it/s, loss=3.89, v_num=0]
    Epoch 1:  17%|█▋        | 5857/33666 [03:40<17:25, 26.59it/s, loss=3.89, v_num=0]
    Epoch 1:  17%|█▋        | 5857/33666 [03:40<17:25, 26.59it/s, loss=3.87, v_num=0]
    Epoch 1:  17%|█▋        | 5858/33666 [03:40<17:25, 26.59it/s, loss=3.87, v_num=0]
    Epoch 1:  17%|█▋        | 5858/33666 [03:40<17:25, 26.59it/s, loss=3.87, v_num=0]
    Epoch 1:  17%|█▋        | 5859/33666 [03:40<17:25, 26.59it/s, loss=3.87, v_num=0]
    Epoch 1:  17%|█▋        | 5859/33666 [03:40<17:25, 26.59it/s, loss=3.87, v_num=0]
    Epoch 1:  17%|█▋        | 5860/33666 [03:40<17:25, 26.59it/s, loss=3.87, v_num=0]
    Epoch 1:  17%|█▋        | 5860/33666 [03:40<17:25, 26.59it/s, loss=3.91, v_num=0]
    Epoch 1:  17%|█▋        | 5861/33666 [03:40<17:25, 26.59it/s, loss=3.91, v_num=0]
    Epoch 1:  17%|█▋        | 5861/33666 [03:40<17:25, 26.59it/s, loss=3.88, v_num=0]
    Epoch 1:  17%|█▋        | 5862/33666 [03:40<17:25, 26.59it/s, loss=3.88, v_num=0]
    Epoch 1:  17%|█▋        | 5862/33666 [03:40<17:25, 26.59it/s, loss=3.93, v_num=0]
    Epoch 1:  17%|█▋        | 5863/33666 [03:40<17:25, 26.59it/s, loss=3.93, v_num=0]
    Epoch 1:  17%|█▋        | 5863/33666 [03:40<17:25, 26.59it/s, loss=3.88, v_num=0]
    Epoch 1:  17%|█▋        | 5864/33666 [03:40<17:25, 26.59it/s, loss=3.88, v_num=0]
    Epoch 1:  17%|█▋        | 5864/33666 [03:40<17:25, 26.59it/s, loss=3.92, v_num=0]
    Epoch 1:  17%|█▋        | 5865/33666 [03:40<17:25, 26.59it/s, loss=3.92, v_num=0]
    Epoch 1:  17%|█▋        | 5865/33666 [03:40<17:25, 26.59it/s, loss=3.9, v_num=0] 
    Epoch 1:  17%|█▋        | 5866/33666 [03:40<17:25, 26.59it/s, loss=3.9, v_num=0]
    Epoch 1:  17%|█▋        | 5866/33666 [03:40<17:25, 26.59it/s, loss=3.89, v_num=0]
    Epoch 1:  17%|█▋        | 5867/33666 [03:40<17:25, 26.59it/s, loss=3.89, v_num=0]
    Epoch 1:  17%|█▋        | 5867/33666 [03:40<17:25, 26.59it/s, loss=3.94, v_num=0]
    Epoch 1:  17%|█▋        | 5868/33666 [03:40<17:25, 26.59it/s, loss=3.94, v_num=0]
    Epoch 1:  17%|█▋        | 5868/33666 [03:40<17:25, 26.59it/s, loss=3.96, v_num=0]
    Epoch 1:  17%|█▋        | 5869/33666 [03:40<17:25, 26.59it/s, loss=3.96, v_num=0]
    Epoch 1:  17%|█▋        | 5869/33666 [03:40<17:25, 26.59it/s, loss=3.96, v_num=0]
    Epoch 1:  17%|█▋        | 5870/33666 [03:40<17:25, 26.59it/s, loss=3.96, v_num=0]
    Epoch 1:  17%|█▋        | 5870/33666 [03:40<17:25, 26.59it/s, loss=4, v_num=0]   
    Epoch 1:  17%|█▋        | 5871/33666 [03:40<17:25, 26.59it/s, loss=4, v_num=0]
    Epoch 1:  17%|█▋        | 5871/33666 [03:40<17:25, 26.59it/s, loss=4.04, v_num=0]
    Epoch 1:  17%|█▋        | 5872/33666 [03:40<17:25, 26.59it/s, loss=4.04, v_num=0]
    Epoch 1:  17%|█▋        | 5872/33666 [03:40<17:25, 26.59it/s, loss=4.07, v_num=0]
    Epoch 1:  17%|█▋        | 5873/33666 [03:40<17:25, 26.59it/s, loss=4.07, v_num=0]
    Epoch 1:  17%|█▋        | 5873/33666 [03:40<17:25, 26.59it/s, loss=4.07, v_num=0]
    Epoch 1:  17%|█▋        | 5874/33666 [03:40<17:25, 26.59it/s, loss=4.07, v_num=0]
    Epoch 1:  17%|█▋        | 5874/33666 [03:40<17:25, 26.59it/s, loss=4.09, v_num=0]
    Epoch 1:  17%|█▋        | 5875/33666 [03:40<17:25, 26.59it/s, loss=4.09, v_num=0]
    Epoch 1:  17%|█▋        | 5875/33666 [03:40<17:25, 26.59it/s, loss=4.14, v_num=0]
    Epoch 1:  17%|█▋        | 5876/33666 [03:40<17:25, 26.59it/s, loss=4.14, v_num=0]
    Epoch 1:  17%|█▋        | 5876/33666 [03:40<17:25, 26.59it/s, loss=4.11, v_num=0]
    Epoch 1:  17%|█▋        | 5877/33666 [03:41<17:25, 26.59it/s, loss=4.11, v_num=0]
    Epoch 1:  17%|█▋        | 5877/33666 [03:41<17:25, 26.59it/s, loss=4.14, v_num=0]
    Epoch 1:  17%|█▋        | 5878/33666 [03:41<17:25, 26.59it/s, loss=4.14, v_num=0]
    Epoch 1:  17%|█▋        | 5878/33666 [03:41<17:25, 26.59it/s, loss=4.17, v_num=0]
    Epoch 1:  17%|█▋        | 5879/33666 [03:41<17:25, 26.59it/s, loss=4.17, v_num=0]
    Epoch 1:  17%|█▋        | 5879/33666 [03:41<17:25, 26.59it/s, loss=4.16, v_num=0]
    Epoch 1:  17%|█▋        | 5880/33666 [03:41<17:25, 26.59it/s, loss=4.16, v_num=0]
    Epoch 1:  17%|█▋        | 5880/33666 [03:41<17:25, 26.59it/s, loss=4.11, v_num=0]
    Epoch 1:  17%|█▋        | 5881/33666 [03:41<17:24, 26.59it/s, loss=4.11, v_num=0]
    Epoch 1:  17%|█▋        | 5881/33666 [03:41<17:24, 26.59it/s, loss=4.16, v_num=0]
    Epoch 1:  17%|█▋        | 5882/33666 [03:41<17:24, 26.59it/s, loss=4.16, v_num=0]
    Epoch 1:  17%|█▋        | 5882/33666 [03:41<17:24, 26.59it/s, loss=4.13, v_num=0]
    Epoch 1:  17%|█▋        | 5883/33666 [03:41<17:24, 26.59it/s, loss=4.13, v_num=0]
    Epoch 1:  17%|█▋        | 5883/33666 [03:41<17:24, 26.59it/s, loss=4.16, v_num=0]
    Epoch 1:  17%|█▋        | 5884/33666 [03:41<17:24, 26.59it/s, loss=4.16, v_num=0]
    Epoch 1:  17%|█▋        | 5884/33666 [03:41<17:24, 26.59it/s, loss=4.2, v_num=0] 
    Epoch 1:  17%|█▋        | 5885/33666 [03:41<17:24, 26.59it/s, loss=4.2, v_num=0]
    Epoch 1:  17%|█▋        | 5885/33666 [03:41<17:24, 26.59it/s, loss=4.21, v_num=0]
    Epoch 1:  17%|█▋        | 5886/33666 [03:41<17:24, 26.59it/s, loss=4.21, v_num=0]
    Epoch 1:  17%|█▋        | 5886/33666 [03:41<17:24, 26.59it/s, loss=4.25, v_num=0]
    Epoch 1:  17%|█▋        | 5887/33666 [03:41<17:24, 26.59it/s, loss=4.25, v_num=0]
    Epoch 1:  17%|█▋        | 5887/33666 [03:41<17:24, 26.59it/s, loss=4.22, v_num=0]
    Epoch 1:  17%|█▋        | 5888/33666 [03:41<17:24, 26.59it/s, loss=4.22, v_num=0]
    Epoch 1:  17%|█▋        | 5888/33666 [03:41<17:24, 26.59it/s, loss=4.23, v_num=0]
    Epoch 1:  17%|█▋        | 5889/33666 [03:41<17:24, 26.59it/s, loss=4.23, v_num=0]
    Epoch 1:  17%|█▋        | 5889/33666 [03:41<17:24, 26.59it/s, loss=4.28, v_num=0]
    Epoch 1:  17%|█▋        | 5890/33666 [03:41<17:24, 26.59it/s, loss=4.28, v_num=0]
    Epoch 1:  17%|█▋        | 5890/33666 [03:41<17:24, 26.59it/s, loss=4.23, v_num=0]
    Epoch 1:  17%|█▋        | 5891/33666 [03:41<17:24, 26.59it/s, loss=4.23, v_num=0]
    Epoch 1:  17%|█▋        | 5891/33666 [03:41<17:24, 26.59it/s, loss=4.23, v_num=0]
    Epoch 1:  18%|█▊        | 5892/33666 [03:41<17:24, 26.59it/s, loss=4.23, v_num=0]
    Epoch 1:  18%|█▊        | 5892/33666 [03:41<17:24, 26.59it/s, loss=4.16, v_num=0]
    Epoch 1:  18%|█▊        | 5893/33666 [03:41<17:24, 26.59it/s, loss=4.16, v_num=0]
    Epoch 1:  18%|█▊        | 5893/33666 [03:41<17:24, 26.59it/s, loss=4.19, v_num=0]
    Epoch 1:  18%|█▊        | 5894/33666 [03:41<17:24, 26.59it/s, loss=4.19, v_num=0]
    Epoch 1:  18%|█▊        | 5894/33666 [03:41<17:24, 26.59it/s, loss=4.24, v_num=0]
    Epoch 1:  18%|█▊        | 5895/33666 [03:41<17:24, 26.59it/s, loss=4.24, v_num=0]
    Epoch 1:  18%|█▊        | 5895/33666 [03:41<17:24, 26.59it/s, loss=4.17, v_num=0]
    Epoch 1:  18%|█▊        | 5896/33666 [03:41<17:24, 26.59it/s, loss=4.17, v_num=0]
    Epoch 1:  18%|█▊        | 5896/33666 [03:41<17:24, 26.59it/s, loss=4.15, v_num=0]
    Epoch 1:  18%|█▊        | 5897/33666 [03:41<17:24, 26.59it/s, loss=4.15, v_num=0]
    Epoch 1:  18%|█▊        | 5897/33666 [03:41<17:24, 26.59it/s, loss=4.14, v_num=0]
    Epoch 1:  18%|█▊        | 5898/33666 [03:41<17:24, 26.59it/s, loss=4.14, v_num=0]
    Epoch 1:  18%|█▊        | 5898/33666 [03:41<17:24, 26.59it/s, loss=4.09, v_num=0]
    Epoch 1:  18%|█▊        | 5899/33666 [03:41<17:24, 26.59it/s, loss=4.09, v_num=0]
    Epoch 1:  18%|█▊        | 5899/33666 [03:41<17:24, 26.59it/s, loss=4.13, v_num=0]
    Epoch 1:  18%|█▊        | 5900/33666 [03:41<17:24, 26.59it/s, loss=4.13, v_num=0]
    Epoch 1:  18%|█▊        | 5900/33666 [03:41<17:24, 26.59it/s, loss=4.12, v_num=0]
    Epoch 1:  18%|█▊        | 5901/33666 [03:41<17:24, 26.59it/s, loss=4.12, v_num=0]
    Epoch 1:  18%|█▊        | 5901/33666 [03:41<17:24, 26.59it/s, loss=4.13, v_num=0]
    Epoch 1:  18%|█▊        | 5902/33666 [03:41<17:24, 26.59it/s, loss=4.13, v_num=0]
    Epoch 1:  18%|█▊        | 5902/33666 [03:41<17:24, 26.59it/s, loss=4.05, v_num=0]
    Epoch 1:  18%|█▊        | 5903/33666 [03:41<17:24, 26.59it/s, loss=4.05, v_num=0]
    Epoch 1:  18%|█▊        | 5903/33666 [03:41<17:24, 26.59it/s, loss=4.03, v_num=0]
    Epoch 1:  18%|█▊        | 5904/33666 [03:42<17:24, 26.59it/s, loss=4.03, v_num=0]
    Epoch 1:  18%|█▊        | 5904/33666 [03:42<17:24, 26.59it/s, loss=3.98, v_num=0]
    Epoch 1:  18%|█▊        | 5905/33666 [03:42<17:23, 26.59it/s, loss=3.98, v_num=0]
    Epoch 1:  18%|█▊        | 5905/33666 [03:42<17:23, 26.59it/s, loss=3.98, v_num=0]
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    Epoch 1:  18%|█▊        | 5906/33666 [03:42<17:23, 26.59it/s, loss=3.96, v_num=0]
    Epoch 1:  18%|█▊        | 5907/33666 [03:42<17:23, 26.59it/s, loss=3.96, v_num=0]
    Epoch 1:  18%|█▊        | 5907/33666 [03:42<17:23, 26.59it/s, loss=3.99, v_num=0]
    Epoch 1:  18%|█▊        | 5908/33666 [03:42<17:23, 26.59it/s, loss=3.99, v_num=0]
    Epoch 1:  18%|█▊        | 5908/33666 [03:42<17:23, 26.59it/s, loss=3.98, v_num=0]
    Epoch 1:  18%|█▊        | 5909/33666 [03:42<17:23, 26.59it/s, loss=3.98, v_num=0]
    Epoch 1:  18%|█▊        | 5909/33666 [03:42<17:23, 26.59it/s, loss=3.91, v_num=0]
    Epoch 1:  18%|█▊        | 5910/33666 [03:42<17:23, 26.59it/s, loss=3.91, v_num=0]
    Epoch 1:  18%|█▊        | 5910/33666 [03:42<17:23, 26.59it/s, loss=3.92, v_num=0]
    Epoch 1:  18%|█▊        | 5911/33666 [03:42<17:23, 26.59it/s, loss=3.92, v_num=0]
    Epoch 1:  18%|█▊        | 5911/33666 [03:42<17:23, 26.59it/s, loss=3.83, v_num=0]
    Epoch 1:  18%|█▊        | 5912/33666 [03:42<17:23, 26.59it/s, loss=3.83, v_num=0]
    Epoch 1:  18%|█▊        | 5912/33666 [03:42<17:23, 26.59it/s, loss=3.93, v_num=0]
    Epoch 1:  18%|█▊        | 5913/33666 [03:42<17:23, 26.59it/s, loss=3.93, v_num=0]
    Epoch 1:  18%|█▊        | 5913/33666 [03:42<17:23, 26.59it/s, loss=3.94, v_num=0]
    Epoch 1:  18%|█▊        | 5914/33666 [03:42<17:23, 26.59it/s, loss=3.94, v_num=0]
    Epoch 1:  18%|█▊        | 5914/33666 [03:42<17:23, 26.59it/s, loss=3.96, v_num=0]
    Epoch 1:  18%|█▊        | 5915/33666 [03:42<17:23, 26.59it/s, loss=3.96, v_num=0]
    Epoch 1:  18%|█▊        | 5915/33666 [03:42<17:23, 26.59it/s, loss=3.96, v_num=0]
    Epoch 1:  18%|█▊        | 5916/33666 [03:42<17:23, 26.59it/s, loss=3.96, v_num=0]
    Epoch 1:  18%|█▊        | 5916/33666 [03:42<17:23, 26.59it/s, loss=3.99, v_num=0]
    Epoch 1:  18%|█▊        | 5917/33666 [03:42<17:23, 26.59it/s, loss=3.99, v_num=0]
    Epoch 1:  18%|█▊        | 5917/33666 [03:42<17:23, 26.59it/s, loss=3.99, v_num=0]
    Epoch 1:  18%|█▊        | 5918/33666 [03:42<17:23, 26.59it/s, loss=3.99, v_num=0]
    Epoch 1:  18%|█▊        | 5918/33666 [03:42<17:23, 26.59it/s, loss=4.01, v_num=0]
    Epoch 1:  18%|█▊        | 5919/33666 [03:42<17:23, 26.59it/s, loss=4.01, v_num=0]
    Epoch 1:  18%|█▊        | 5919/33666 [03:42<17:23, 26.59it/s, loss=3.98, v_num=0]
    Epoch 1:  18%|█▊        | 5920/33666 [03:42<17:23, 26.59it/s, loss=3.98, v_num=0]
    Epoch 1:  18%|█▊        | 5920/33666 [03:42<17:23, 26.59it/s, loss=3.98, v_num=0]
    Epoch 1:  18%|█▊        | 5921/33666 [03:42<17:23, 26.59it/s, loss=3.98, v_num=0]
    Epoch 1:  18%|█▊        | 5921/33666 [03:42<17:23, 26.59it/s, loss=3.91, v_num=0]
    Epoch 1:  18%|█▊        | 5922/33666 [03:42<17:23, 26.59it/s, loss=3.91, v_num=0]
    Epoch 1:  18%|█▊        | 5922/33666 [03:42<17:23, 26.59it/s, loss=3.96, v_num=0]
    Epoch 1:  18%|█▊        | 5923/33666 [03:42<17:23, 26.59it/s, loss=3.96, v_num=0]
    Epoch 1:  18%|█▊        | 5923/33666 [03:42<17:23, 26.59it/s, loss=3.97, v_num=0]
    Epoch 1:  18%|█▊        | 5924/33666 [03:42<17:23, 26.59it/s, loss=3.97, v_num=0]
    Epoch 1:  18%|█▊        | 5924/33666 [03:42<17:23, 26.59it/s, loss=4, v_num=0]   
    Epoch 1:  18%|█▊        | 5925/33666 [03:42<17:23, 26.59it/s, loss=4, v_num=0]
    Epoch 1:  18%|█▊        | 5925/33666 [03:42<17:23, 26.59it/s, loss=4.07, v_num=0]
    Epoch 1:  18%|█▊        | 5926/33666 [03:42<17:23, 26.59it/s, loss=4.07, v_num=0]
    Epoch 1:  18%|█▊        | 5926/33666 [03:42<17:23, 26.59it/s, loss=4.07, v_num=0]
    Epoch 1:  18%|█▊        | 5927/33666 [03:42<17:23, 26.59it/s, loss=4.07, v_num=0]
    Epoch 1:  18%|█▊        | 5927/33666 [03:42<17:23, 26.59it/s, loss=4.07, v_num=0]
    Epoch 1:  18%|█▊        | 5928/33666 [03:42<17:23, 26.59it/s, loss=4.07, v_num=0]
    Epoch 1:  18%|█▊        | 5928/33666 [03:42<17:23, 26.59it/s, loss=4.05, v_num=0]
    Epoch 1:  18%|█▊        | 5929/33666 [03:42<17:23, 26.59it/s, loss=4.05, v_num=0]
    Epoch 1:  18%|█▊        | 5929/33666 [03:42<17:23, 26.59it/s, loss=4.09, v_num=0]
    Epoch 1:  18%|█▊        | 5930/33666 [03:43<17:23, 26.59it/s, loss=4.09, v_num=0]
    Epoch 1:  18%|█▊        | 5930/33666 [03:43<17:23, 26.59it/s, loss=4.11, v_num=0]
    Epoch 1:  18%|█▊        | 5931/33666 [03:43<17:23, 26.59it/s, loss=4.11, v_num=0]
    Epoch 1:  18%|█▊        | 5931/33666 [03:43<17:23, 26.59it/s, loss=4.17, v_num=0]
    Epoch 1:  18%|█▊        | 5932/33666 [03:43<17:22, 26.59it/s, loss=4.17, v_num=0]
    Epoch 1:  18%|█▊        | 5932/33666 [03:43<17:22, 26.59it/s, loss=4.12, v_num=0]
    Epoch 1:  18%|█▊        | 5933/33666 [03:43<17:22, 26.59it/s, loss=4.12, v_num=0]
    Epoch 1:  18%|█▊        | 5933/33666 [03:43<17:22, 26.59it/s, loss=4.07, v_num=0]
    Epoch 1:  18%|█▊        | 5934/33666 [03:43<17:22, 26.59it/s, loss=4.07, v_num=0]
    Epoch 1:  18%|█▊        | 5934/33666 [03:43<17:22, 26.59it/s, loss=4.01, v_num=0]
    Epoch 1:  18%|█▊        | 5935/33666 [03:43<17:22, 26.59it/s, loss=4.01, v_num=0]
    Epoch 1:  18%|█▊        | 5935/33666 [03:43<17:22, 26.59it/s, loss=4.07, v_num=0]
    Epoch 1:  18%|█▊        | 5936/33666 [03:43<17:22, 26.59it/s, loss=4.07, v_num=0]
    Epoch 1:  18%|█▊        | 5936/33666 [03:43<17:22, 26.59it/s, loss=4.07, v_num=0]
    Epoch 1:  18%|█▊        | 5937/33666 [03:43<17:22, 26.59it/s, loss=4.07, v_num=0]
    Epoch 1:  18%|█▊        | 5937/33666 [03:43<17:22, 26.59it/s, loss=4.13, v_num=0]
    Epoch 1:  18%|█▊        | 5938/33666 [03:43<17:22, 26.59it/s, loss=4.13, v_num=0]
    Epoch 1:  18%|█▊        | 5938/33666 [03:43<17:22, 26.59it/s, loss=4.16, v_num=0]
    Epoch 1:  18%|█▊        | 5939/33666 [03:43<17:22, 26.59it/s, loss=4.16, v_num=0]
    Epoch 1:  18%|█▊        | 5939/33666 [03:43<17:22, 26.59it/s, loss=4.15, v_num=0]
    Epoch 1:  18%|█▊        | 5940/33666 [03:43<17:22, 26.59it/s, loss=4.15, v_num=0]
    Epoch 1:  18%|█▊        | 5940/33666 [03:43<17:22, 26.59it/s, loss=4.14, v_num=0]
    Epoch 1:  18%|█▊        | 5941/33666 [03:43<17:22, 26.59it/s, loss=4.14, v_num=0]
    Epoch 1:  18%|█▊        | 5941/33666 [03:43<17:22, 26.59it/s, loss=4.22, v_num=0]
    Epoch 1:  18%|█▊        | 5942/33666 [03:43<17:22, 26.59it/s, loss=4.22, v_num=0]
    Epoch 1:  18%|█▊        | 5942/33666 [03:43<17:22, 26.59it/s, loss=4.19, v_num=0]
    Epoch 1:  18%|█▊        | 5943/33666 [03:43<17:22, 26.59it/s, loss=4.19, v_num=0]
    Epoch 1:  18%|█▊        | 5943/33666 [03:43<17:22, 26.59it/s, loss=4.2, v_num=0] 
    Epoch 1:  18%|█▊        | 5944/33666 [03:43<17:22, 26.59it/s, loss=4.2, v_num=0]
    Epoch 1:  18%|█▊        | 5944/33666 [03:43<17:22, 26.59it/s, loss=4.19, v_num=0]
    Epoch 1:  18%|█▊        | 5945/33666 [03:43<17:22, 26.59it/s, loss=4.19, v_num=0]
    Epoch 1:  18%|█▊        | 5945/33666 [03:43<17:22, 26.59it/s, loss=4.16, v_num=0]
    Epoch 1:  18%|█▊        | 5946/33666 [03:43<17:22, 26.59it/s, loss=4.16, v_num=0]
    Epoch 1:  18%|█▊        | 5946/33666 [03:43<17:22, 26.59it/s, loss=4.19, v_num=0]
    Epoch 1:  18%|█▊        | 5947/33666 [03:43<17:22, 26.59it/s, loss=4.19, v_num=0]
    Epoch 1:  18%|█▊        | 5947/33666 [03:43<17:22, 26.59it/s, loss=4.16, v_num=0]
    Epoch 1:  18%|█▊        | 5948/33666 [03:43<17:22, 26.59it/s, loss=4.16, v_num=0]
    Epoch 1:  18%|█▊        | 5948/33666 [03:43<17:22, 26.59it/s, loss=4.2, v_num=0] 
    Epoch 1:  18%|█▊        | 5949/33666 [03:43<17:22, 26.59it/s, loss=4.2, v_num=0]
    Epoch 1:  18%|█▊        | 5949/33666 [03:43<17:22, 26.59it/s, loss=4.25, v_num=0]
    Epoch 1:  18%|█▊        | 5950/33666 [03:43<17:22, 26.59it/s, loss=4.25, v_num=0]
    Epoch 1:  18%|█▊        | 5950/33666 [03:43<17:22, 26.59it/s, loss=4.26, v_num=0]
    Epoch 1:  18%|█▊        | 5951/33666 [03:43<17:22, 26.59it/s, loss=4.26, v_num=0]
    Epoch 1:  18%|█▊        | 5951/33666 [03:43<17:22, 26.59it/s, loss=4.26, v_num=0]
    Epoch 1:  18%|█▊        | 5952/33666 [03:43<17:22, 26.59it/s, loss=4.26, v_num=0]
    Epoch 1:  18%|█▊        | 5952/33666 [03:43<17:22, 26.59it/s, loss=4.28, v_num=0]
    Epoch 1:  18%|█▊        | 5953/33666 [03:43<17:22, 26.59it/s, loss=4.28, v_num=0]
    Epoch 1:  18%|█▊        | 5953/33666 [03:43<17:22, 26.59it/s, loss=4.25, v_num=0]
    Epoch 1:  18%|█▊        | 5954/33666 [03:43<17:22, 26.59it/s, loss=4.25, v_num=0]
    Epoch 1:  18%|█▊        | 5954/33666 [03:43<17:22, 26.59it/s, loss=4.31, v_num=0]
    Epoch 1:  18%|█▊        | 5955/33666 [03:43<17:22, 26.59it/s, loss=4.31, v_num=0]
    Epoch 1:  18%|█▊        | 5955/33666 [03:43<17:22, 26.59it/s, loss=4.25, v_num=0]
    Epoch 1:  18%|█▊        | 5956/33666 [03:43<17:22, 26.59it/s, loss=4.25, v_num=0]
    Epoch 1:  18%|█▊        | 5956/33666 [03:43<17:22, 26.59it/s, loss=4.23, v_num=0]
    Epoch 1:  18%|█▊        | 5957/33666 [03:44<17:22, 26.59it/s, loss=4.23, v_num=0]
    Epoch 1:  18%|█▊        | 5957/33666 [03:44<17:22, 26.59it/s, loss=4.19, v_num=0]
    Epoch 1:  18%|█▊        | 5958/33666 [03:44<17:22, 26.59it/s, loss=4.19, v_num=0]
    Epoch 1:  18%|█▊        | 5958/33666 [03:44<17:22, 26.59it/s, loss=4.2, v_num=0] 
    Epoch 1:  18%|█▊        | 5959/33666 [03:44<17:21, 26.59it/s, loss=4.2, v_num=0]
    Epoch 1:  18%|█▊        | 5959/33666 [03:44<17:21, 26.59it/s, loss=4.17, v_num=0]
    Epoch 1:  18%|█▊        | 5960/33666 [03:44<17:21, 26.59it/s, loss=4.17, v_num=0]
    Epoch 1:  18%|█▊        | 5960/33666 [03:44<17:21, 26.59it/s, loss=4.13, v_num=0]
    Epoch 1:  18%|█▊        | 5961/33666 [03:44<17:21, 26.59it/s, loss=4.13, v_num=0]
    Epoch 1:  18%|█▊        | 5961/33666 [03:44<17:21, 26.59it/s, loss=4.1, v_num=0] 
    Epoch 1:  18%|█▊        | 5962/33666 [03:44<17:21, 26.59it/s, loss=4.1, v_num=0]
    Epoch 1:  18%|█▊        | 5962/33666 [03:44<17:21, 26.59it/s, loss=4.05, v_num=0]
    Epoch 1:  18%|█▊        | 5963/33666 [03:44<17:21, 26.59it/s, loss=4.05, v_num=0]
    Epoch 1:  18%|█▊        | 5963/33666 [03:44<17:21, 26.59it/s, loss=3.99, v_num=0]
    Epoch 1:  18%|█▊        | 5964/33666 [03:44<17:21, 26.59it/s, loss=3.99, v_num=0]
    Epoch 1:  18%|█▊        | 5964/33666 [03:44<17:21, 26.59it/s, loss=3.94, v_num=0]
    Epoch 1:  18%|█▊        | 5965/33666 [03:44<17:21, 26.59it/s, loss=3.94, v_num=0]
    Epoch 1:  18%|█▊        | 5965/33666 [03:44<17:21, 26.59it/s, loss=3.94, v_num=0]
    Epoch 1:  18%|█▊        | 5966/33666 [03:44<17:21, 26.59it/s, loss=3.94, v_num=0]
    Epoch 1:  18%|█▊        | 5966/33666 [03:44<17:21, 26.59it/s, loss=3.88, v_num=0]
    Epoch 1:  18%|█▊        | 5967/33666 [03:44<17:21, 26.59it/s, loss=3.88, v_num=0]
    Epoch 1:  18%|█▊        | 5967/33666 [03:44<17:21, 26.59it/s, loss=3.89, v_num=0]
    Epoch 1:  18%|█▊        | 5968/33666 [03:44<17:21, 26.59it/s, loss=3.89, v_num=0]
    Epoch 1:  18%|█▊        | 5968/33666 [03:44<17:21, 26.59it/s, loss=3.88, v_num=0]
    Epoch 1:  18%|█▊        | 5969/33666 [03:44<17:21, 26.59it/s, loss=3.88, v_num=0]
    Epoch 1:  18%|█▊        | 5969/33666 [03:44<17:21, 26.59it/s, loss=3.83, v_num=0]
    Epoch 1:  18%|█▊        | 5970/33666 [03:44<17:21, 26.59it/s, loss=3.83, v_num=0]
    Epoch 1:  18%|█▊        | 5970/33666 [03:44<17:21, 26.59it/s, loss=3.79, v_num=0]
    Epoch 1:  18%|█▊        | 5971/33666 [03:44<17:21, 26.59it/s, loss=3.79, v_num=0]
    Epoch 1:  18%|█▊        | 5971/33666 [03:44<17:21, 26.59it/s, loss=3.89, v_num=0]
    Epoch 1:  18%|█▊        | 5972/33666 [03:44<17:21, 26.59it/s, loss=3.89, v_num=0]
    Epoch 1:  18%|█▊        | 5972/33666 [03:44<17:21, 26.59it/s, loss=3.87, v_num=0]
    Epoch 1:  18%|█▊        | 5973/33666 [03:44<17:21, 26.59it/s, loss=3.87, v_num=0]
    Epoch 1:  18%|█▊        | 5973/33666 [03:44<17:21, 26.59it/s, loss=3.91, v_num=0]
    Epoch 1:  18%|█▊        | 5974/33666 [03:44<17:21, 26.59it/s, loss=3.91, v_num=0]
    Epoch 1:  18%|█▊        | 5974/33666 [03:44<17:21, 26.59it/s, loss=3.88, v_num=0]
    Epoch 1:  18%|█▊        | 5975/33666 [03:44<17:21, 26.59it/s, loss=3.88, v_num=0]
    Epoch 1:  18%|█▊        | 5975/33666 [03:44<17:21, 26.59it/s, loss=3.94, v_num=0]
    Epoch 1:  18%|█▊        | 5976/33666 [03:44<17:21, 26.59it/s, loss=3.94, v_num=0]
    Epoch 1:  18%|█▊        | 5976/33666 [03:44<17:21, 26.59it/s, loss=3.88, v_num=0]
    Epoch 1:  18%|█▊        | 5977/33666 [03:44<17:21, 26.59it/s, loss=3.88, v_num=0]
    Epoch 1:  18%|█▊        | 5977/33666 [03:44<17:21, 26.59it/s, loss=3.85, v_num=0]
    Epoch 1:  18%|█▊        | 5978/33666 [03:44<17:21, 26.59it/s, loss=3.85, v_num=0]
    Epoch 1:  18%|█▊        | 5978/33666 [03:44<17:21, 26.59it/s, loss=3.82, v_num=0]
    Epoch 1:  18%|█▊        | 5979/33666 [03:44<17:21, 26.59it/s, loss=3.82, v_num=0]
    Epoch 1:  18%|█▊        | 5979/33666 [03:44<17:21, 26.59it/s, loss=3.88, v_num=0]
    Epoch 1:  18%|█▊        | 5980/33666 [03:44<17:21, 26.59it/s, loss=3.88, v_num=0]
    Epoch 1:  18%|█▊        | 5980/33666 [03:44<17:21, 26.59it/s, loss=3.94, v_num=0]
    Epoch 1:  18%|█▊        | 5981/33666 [03:44<17:21, 26.59it/s, loss=3.94, v_num=0]
    Epoch 1:  18%|█▊        | 5981/33666 [03:44<17:21, 26.59it/s, loss=3.91, v_num=0]
    Epoch 1:  18%|█▊        | 5982/33666 [03:44<17:21, 26.59it/s, loss=3.91, v_num=0]
    Epoch 1:  18%|█▊        | 5982/33666 [03:44<17:21, 26.59it/s, loss=4, v_num=0]   
    Epoch 1:  18%|█▊        | 5983/33666 [03:44<17:20, 26.59it/s, loss=4, v_num=0]
    Epoch 1:  18%|█▊        | 5983/33666 [03:44<17:20, 26.59it/s, loss=4.1, v_num=0]
    Epoch 1:  18%|█▊        | 5984/33666 [03:45<17:20, 26.59it/s, loss=4.1, v_num=0]
    Epoch 1:  18%|█▊        | 5984/33666 [03:45<17:20, 26.59it/s, loss=4.12, v_num=0]
    Epoch 1:  18%|█▊        | 5985/33666 [03:45<17:20, 26.59it/s, loss=4.12, v_num=0]
    Epoch 1:  18%|█▊        | 5985/33666 [03:45<17:20, 26.59it/s, loss=4.11, v_num=0]
    Epoch 1:  18%|█▊        | 5986/33666 [03:45<17:20, 26.59it/s, loss=4.11, v_num=0]
    Epoch 1:  18%|█▊        | 5986/33666 [03:45<17:20, 26.59it/s, loss=4.1, v_num=0] 
    Epoch 1:  18%|█▊        | 5987/33666 [03:45<17:20, 26.59it/s, loss=4.1, v_num=0]
    Epoch 1:  18%|█▊        | 5987/33666 [03:45<17:20, 26.59it/s, loss=4.13, v_num=0]
    Epoch 1:  18%|█▊        | 5988/33666 [03:45<17:20, 26.59it/s, loss=4.13, v_num=0]
    Epoch 1:  18%|█▊        | 5988/33666 [03:45<17:20, 26.59it/s, loss=4.07, v_num=0]
    Epoch 1:  18%|█▊        | 5989/33666 [03:45<17:20, 26.60it/s, loss=4.07, v_num=0]
    Epoch 1:  18%|█▊        | 5989/33666 [03:45<17:20, 26.60it/s, loss=4.06, v_num=0]
    Epoch 1:  18%|█▊        | 5990/33666 [03:45<17:20, 26.60it/s, loss=4.06, v_num=0]
    Epoch 1:  18%|█▊        | 5990/33666 [03:45<17:20, 26.60it/s, loss=4.05, v_num=0]
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    Epoch 1:  18%|█▊        | 5991/33666 [03:45<17:20, 26.59it/s, loss=4.01, v_num=0]
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    Epoch 1:  18%|█▊        | 5992/33666 [03:45<17:20, 26.59it/s, loss=4.07, v_num=0]
    Epoch 1:  18%|█▊        | 5993/33666 [03:45<17:20, 26.59it/s, loss=4.07, v_num=0]
    Epoch 1:  18%|█▊        | 5993/33666 [03:45<17:20, 26.59it/s, loss=4.1, v_num=0] 
    Epoch 1:  18%|█▊        | 5994/33666 [03:45<17:20, 26.60it/s, loss=4.1, v_num=0]
    Epoch 1:  18%|█▊        | 5994/33666 [03:45<17:20, 26.60it/s, loss=4.09, v_num=0]
    Epoch 1:  18%|█▊        | 5995/33666 [03:45<17:20, 26.59it/s, loss=4.09, v_num=0]
    Epoch 1:  18%|█▊        | 5995/33666 [03:45<17:20, 26.59it/s, loss=4.05, v_num=0]
    Epoch 1:  18%|█▊        | 5996/33666 [03:45<17:20, 26.59it/s, loss=4.05, v_num=0]
    Epoch 1:  18%|█▊        | 5996/33666 [03:45<17:20, 26.59it/s, loss=4.12, v_num=0]
    Epoch 1:  18%|█▊        | 5997/33666 [03:45<17:20, 26.59it/s, loss=4.12, v_num=0]
    Epoch 1:  18%|█▊        | 5997/33666 [03:45<17:20, 26.59it/s, loss=4.13, v_num=0]
    Epoch 1:  18%|█▊        | 5998/33666 [03:45<17:20, 26.59it/s, loss=4.13, v_num=0]
    Epoch 1:  18%|█▊        | 5998/33666 [03:45<17:20, 26.59it/s, loss=4.13, v_num=0]
    Epoch 1:  18%|█▊        | 5999/33666 [03:45<17:20, 26.59it/s, loss=4.13, v_num=0]
    Epoch 1:  18%|█▊        | 5999/33666 [03:45<17:20, 26.59it/s, loss=4.12, v_num=0]
    Epoch 1:  18%|█▊        | 6000/33666 [03:45<17:20, 26.59it/s, loss=4.12, v_num=0]
    Epoch 1:  18%|█▊        | 6000/33666 [03:45<17:20, 26.59it/s, loss=4.12, v_num=0]
    Epoch 1:  18%|█▊        | 6001/33666 [03:45<17:20, 26.59it/s, loss=4.12, v_num=0]
    Epoch 1:  18%|█▊        | 6001/33666 [03:45<17:20, 26.59it/s, loss=4.17, v_num=0]
    Epoch 1:  18%|█▊        | 6002/33666 [03:45<17:20, 26.59it/s, loss=4.17, v_num=0]
    Epoch 1:  18%|█▊        | 6002/33666 [03:45<17:20, 26.59it/s, loss=4.17, v_num=0]
    Epoch 1:  18%|█▊        | 6003/33666 [03:45<17:20, 26.59it/s, loss=4.17, v_num=0]
    Epoch 1:  18%|█▊        | 6003/33666 [03:45<17:20, 26.59it/s, loss=4.12, v_num=0]
    Epoch 1:  18%|█▊        | 6004/33666 [03:45<17:20, 26.59it/s, loss=4.12, v_num=0]
    Epoch 1:  18%|█▊        | 6004/33666 [03:45<17:20, 26.59it/s, loss=4.12, v_num=0]
    Epoch 1:  18%|█▊        | 6005/33666 [03:45<17:20, 26.59it/s, loss=4.12, v_num=0]
    Epoch 1:  18%|█▊        | 6005/33666 [03:45<17:20, 26.59it/s, loss=4.14, v_num=0]
    Epoch 1:  18%|█▊        | 6006/33666 [03:45<17:20, 26.59it/s, loss=4.14, v_num=0]
    Epoch 1:  18%|█▊        | 6006/33666 [03:45<17:20, 26.59it/s, loss=4.23, v_num=0]
    Epoch 1:  18%|█▊        | 6007/33666 [03:45<17:20, 26.59it/s, loss=4.23, v_num=0]
    Epoch 1:  18%|█▊        | 6007/33666 [03:45<17:20, 26.59it/s, loss=4.22, v_num=0]
    Epoch 1:  18%|█▊        | 6008/33666 [03:45<17:19, 26.60it/s, loss=4.22, v_num=0]
    Epoch 1:  18%|█▊        | 6008/33666 [03:45<17:19, 26.60it/s, loss=4.25, v_num=0]
    Epoch 1:  18%|█▊        | 6009/33666 [03:45<17:19, 26.60it/s, loss=4.25, v_num=0]
    Epoch 1:  18%|█▊        | 6009/33666 [03:45<17:19, 26.60it/s, loss=4.3, v_num=0] 
    Epoch 1:  18%|█▊        | 6010/33666 [03:45<17:19, 26.60it/s, loss=4.3, v_num=0]
    Epoch 1:  18%|█▊        | 6010/33666 [03:45<17:19, 26.60it/s, loss=4.33, v_num=0]
    Epoch 1:  18%|█▊        | 6011/33666 [03:46<17:19, 26.60it/s, loss=4.33, v_num=0]
    Epoch 1:  18%|█▊        | 6011/33666 [03:46<17:19, 26.60it/s, loss=4.27, v_num=0]
    Epoch 1:  18%|█▊        | 6012/33666 [03:46<17:19, 26.60it/s, loss=4.27, v_num=0]
    Epoch 1:  18%|█▊        | 6012/33666 [03:46<17:19, 26.60it/s, loss=4.22, v_num=0]
    Epoch 1:  18%|█▊        | 6013/33666 [03:46<17:19, 26.60it/s, loss=4.22, v_num=0]
    Epoch 1:  18%|█▊        | 6013/33666 [03:46<17:19, 26.60it/s, loss=4.26, v_num=0]
    Epoch 1:  18%|█▊        | 6014/33666 [03:46<17:19, 26.60it/s, loss=4.26, v_num=0]
    Epoch 1:  18%|█▊        | 6014/33666 [03:46<17:19, 26.60it/s, loss=4.24, v_num=0]
    Epoch 1:  18%|█▊        | 6015/33666 [03:46<17:19, 26.60it/s, loss=4.24, v_num=0]
    Epoch 1:  18%|█▊        | 6015/33666 [03:46<17:19, 26.60it/s, loss=4.23, v_num=0]
    Epoch 1:  18%|█▊        | 6016/33666 [03:46<17:19, 26.60it/s, loss=4.23, v_num=0]
    Epoch 1:  18%|█▊        | 6016/33666 [03:46<17:19, 26.60it/s, loss=4.21, v_num=0]
    Epoch 1:  18%|█▊        | 6017/33666 [03:46<17:19, 26.60it/s, loss=4.21, v_num=0]
    Epoch 1:  18%|█▊        | 6017/33666 [03:46<17:19, 26.60it/s, loss=4.17, v_num=0]
    Epoch 1:  18%|█▊        | 6018/33666 [03:46<17:19, 26.60it/s, loss=4.17, v_num=0]
    Epoch 1:  18%|█▊        | 6018/33666 [03:46<17:19, 26.60it/s, loss=4.19, v_num=0]
    Epoch 1:  18%|█▊        | 6019/33666 [03:46<17:19, 26.60it/s, loss=4.19, v_num=0]
    Epoch 1:  18%|█▊        | 6019/33666 [03:46<17:19, 26.60it/s, loss=4.18, v_num=0]
    Epoch 1:  18%|█▊        | 6020/33666 [03:46<17:19, 26.60it/s, loss=4.18, v_num=0]
    Epoch 1:  18%|█▊        | 6020/33666 [03:46<17:19, 26.60it/s, loss=4.13, v_num=0]
    Epoch 1:  18%|█▊        | 6021/33666 [03:46<17:19, 26.60it/s, loss=4.13, v_num=0]
    Epoch 1:  18%|█▊        | 6021/33666 [03:46<17:19, 26.60it/s, loss=4.11, v_num=0]
    Epoch 1:  18%|█▊        | 6022/33666 [03:46<17:19, 26.60it/s, loss=4.11, v_num=0]
    Epoch 1:  18%|█▊        | 6022/33666 [03:46<17:19, 26.60it/s, loss=4.12, v_num=0]
    Epoch 1:  18%|█▊        | 6023/33666 [03:46<17:19, 26.60it/s, loss=4.12, v_num=0]
    Epoch 1:  18%|█▊        | 6023/33666 [03:46<17:19, 26.60it/s, loss=4.08, v_num=0]
    Epoch 1:  18%|█▊        | 6024/33666 [03:46<17:19, 26.60it/s, loss=4.08, v_num=0]
    Epoch 1:  18%|█▊        | 6024/33666 [03:46<17:19, 26.60it/s, loss=4.11, v_num=0]
    Epoch 1:  18%|█▊        | 6025/33666 [03:46<17:19, 26.60it/s, loss=4.11, v_num=0]
    Epoch 1:  18%|█▊        | 6025/33666 [03:46<17:19, 26.60it/s, loss=4.08, v_num=0]
    Epoch 1:  18%|█▊        | 6026/33666 [03:46<17:19, 26.60it/s, loss=4.08, v_num=0]
    Epoch 1:  18%|█▊        | 6026/33666 [03:46<17:19, 26.60it/s, loss=4, v_num=0]   
    Epoch 1:  18%|█▊        | 6027/33666 [03:46<17:19, 26.60it/s, loss=4, v_num=0]
    Epoch 1:  18%|█▊        | 6027/33666 [03:46<17:19, 26.60it/s, loss=4.02, v_num=0]
    Epoch 1:  18%|█▊        | 6028/33666 [03:46<17:19, 26.60it/s, loss=4.02, v_num=0]
    Epoch 1:  18%|█▊        | 6028/33666 [03:46<17:19, 26.60it/s, loss=4.01, v_num=0]
    Epoch 1:  18%|█▊        | 6029/33666 [03:46<17:19, 26.60it/s, loss=4.01, v_num=0]
    Epoch 1:  18%|█▊        | 6029/33666 [03:46<17:19, 26.60it/s, loss=3.92, v_num=0]
    Epoch 1:  18%|█▊        | 6030/33666 [03:46<17:19, 26.60it/s, loss=3.92, v_num=0]
    Epoch 1:  18%|█▊        | 6030/33666 [03:46<17:19, 26.60it/s, loss=3.92, v_num=0]
    Epoch 1:  18%|█▊        | 6031/33666 [03:46<17:19, 26.60it/s, loss=3.92, v_num=0]
    Epoch 1:  18%|█▊        | 6031/33666 [03:46<17:19, 26.60it/s, loss=3.89, v_num=0]
    Epoch 1:  18%|█▊        | 6032/33666 [03:46<17:18, 26.60it/s, loss=3.89, v_num=0]
    Epoch 1:  18%|█▊        | 6032/33666 [03:46<17:18, 26.60it/s, loss=3.91, v_num=0]
    Epoch 1:  18%|█▊        | 6033/33666 [03:46<17:18, 26.60it/s, loss=3.91, v_num=0]
    Epoch 1:  18%|█▊        | 6033/33666 [03:46<17:18, 26.60it/s, loss=3.81, v_num=0]
    Epoch 1:  18%|█▊        | 6034/33666 [03:46<17:18, 26.60it/s, loss=3.81, v_num=0]
    Epoch 1:  18%|█▊        | 6034/33666 [03:46<17:18, 26.60it/s, loss=3.8, v_num=0] 
    Epoch 1:  18%|█▊        | 6035/33666 [03:46<17:18, 26.60it/s, loss=3.8, v_num=0]
    Epoch 1:  18%|█▊        | 6035/33666 [03:46<17:18, 26.60it/s, loss=3.83, v_num=0]
    Epoch 1:  18%|█▊        | 6036/33666 [03:46<17:18, 26.60it/s, loss=3.83, v_num=0]
    Epoch 1:  18%|█▊        | 6036/33666 [03:46<17:18, 26.60it/s, loss=3.83, v_num=0]
    Epoch 1:  18%|█▊        | 6037/33666 [03:46<17:18, 26.60it/s, loss=3.83, v_num=0]
    Epoch 1:  18%|█▊        | 6037/33666 [03:46<17:18, 26.60it/s, loss=3.84, v_num=0]
    Epoch 1:  18%|█▊        | 6038/33666 [03:47<17:18, 26.60it/s, loss=3.84, v_num=0]
    Epoch 1:  18%|█▊        | 6038/33666 [03:47<17:18, 26.60it/s, loss=3.86, v_num=0]
    Epoch 1:  18%|█▊        | 6039/33666 [03:47<17:18, 26.60it/s, loss=3.86, v_num=0]
    Epoch 1:  18%|█▊        | 6039/33666 [03:47<17:18, 26.60it/s, loss=3.85, v_num=0]
    Epoch 1:  18%|█▊        | 6040/33666 [03:47<17:18, 26.60it/s, loss=3.85, v_num=0]
    Epoch 1:  18%|█▊        | 6040/33666 [03:47<17:18, 26.60it/s, loss=3.92, v_num=0]
    Epoch 1:  18%|█▊        | 6041/33666 [03:47<17:18, 26.60it/s, loss=3.92, v_num=0]
    Epoch 1:  18%|█▊        | 6041/33666 [03:47<17:18, 26.60it/s, loss=3.91, v_num=0]
    Epoch 1:  18%|█▊        | 6042/33666 [03:47<17:18, 26.60it/s, loss=3.91, v_num=0]
    Epoch 1:  18%|█▊        | 6042/33666 [03:47<17:18, 26.60it/s, loss=3.87, v_num=0]
    Epoch 1:  18%|█▊        | 6043/33666 [03:47<17:18, 26.60it/s, loss=3.87, v_num=0]
    Epoch 1:  18%|█▊        | 6043/33666 [03:47<17:18, 26.60it/s, loss=3.95, v_num=0]
    Epoch 1:  18%|█▊        | 6044/33666 [03:47<17:18, 26.60it/s, loss=3.95, v_num=0]
    Epoch 1:  18%|█▊        | 6044/33666 [03:47<17:18, 26.60it/s, loss=3.89, v_num=0]
    Epoch 1:  18%|█▊        | 6045/33666 [03:47<17:18, 26.60it/s, loss=3.89, v_num=0]
    Epoch 1:  18%|█▊        | 6045/33666 [03:47<17:18, 26.60it/s, loss=3.84, v_num=0]
    Epoch 1:  18%|█▊        | 6046/33666 [03:47<17:18, 26.60it/s, loss=3.84, v_num=0]
    Epoch 1:  18%|█▊        | 6046/33666 [03:47<17:18, 26.60it/s, loss=3.91, v_num=0]
    Epoch 1:  18%|█▊        | 6047/33666 [03:47<17:18, 26.60it/s, loss=3.91, v_num=0]
    Epoch 1:  18%|█▊        | 6047/33666 [03:47<17:18, 26.60it/s, loss=3.83, v_num=0]
    Epoch 1:  18%|█▊        | 6048/33666 [03:47<17:18, 26.60it/s, loss=3.83, v_num=0]
    Epoch 1:  18%|█▊        | 6048/33666 [03:47<17:18, 26.60it/s, loss=3.82, v_num=0]
    Epoch 1:  18%|█▊        | 6049/33666 [03:47<17:18, 26.60it/s, loss=3.82, v_num=0]
    Epoch 1:  18%|█▊        | 6049/33666 [03:47<17:18, 26.60it/s, loss=3.88, v_num=0]
    Epoch 1:  18%|█▊        | 6050/33666 [03:47<17:18, 26.60it/s, loss=3.88, v_num=0]
    Epoch 1:  18%|█▊        | 6050/33666 [03:47<17:18, 26.60it/s, loss=3.85, v_num=0]
    Epoch 1:  18%|█▊        | 6051/33666 [03:47<17:18, 26.60it/s, loss=3.85, v_num=0]
    Epoch 1:  18%|█▊        | 6051/33666 [03:47<17:18, 26.60it/s, loss=3.86, v_num=0]
    Epoch 1:  18%|█▊        | 6052/33666 [03:47<17:18, 26.60it/s, loss=3.86, v_num=0]
    Epoch 1:  18%|█▊        | 6052/33666 [03:47<17:18, 26.60it/s, loss=3.79, v_num=0]
    Epoch 1:  18%|█▊        | 6053/33666 [03:47<17:18, 26.60it/s, loss=3.79, v_num=0]
    Epoch 1:  18%|█▊        | 6053/33666 [03:47<17:18, 26.60it/s, loss=3.83, v_num=0]
    Epoch 1:  18%|█▊        | 6054/33666 [03:47<17:18, 26.60it/s, loss=3.83, v_num=0]
    Epoch 1:  18%|█▊        | 6054/33666 [03:47<17:18, 26.60it/s, loss=3.87, v_num=0]
    Epoch 1:  18%|█▊        | 6055/33666 [03:47<17:18, 26.60it/s, loss=3.87, v_num=0]
    Epoch 1:  18%|█▊        | 6055/33666 [03:47<17:18, 26.60it/s, loss=3.88, v_num=0]
    Epoch 1:  18%|█▊        | 6056/33666 [03:47<17:18, 26.60it/s, loss=3.88, v_num=0]
    Epoch 1:  18%|█▊        | 6056/33666 [03:47<17:18, 26.60it/s, loss=3.9, v_num=0] 
    Epoch 1:  18%|█▊        | 6057/33666 [03:47<17:18, 26.60it/s, loss=3.9, v_num=0]
    Epoch 1:  18%|█▊        | 6057/33666 [03:47<17:18, 26.60it/s, loss=3.95, v_num=0]
    Epoch 1:  18%|█▊        | 6058/33666 [03:47<17:18, 26.60it/s, loss=3.95, v_num=0]
    Epoch 1:  18%|█▊        | 6058/33666 [03:47<17:18, 26.60it/s, loss=3.94, v_num=0]
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    Epoch 1:  18%|█▊        | 6059/33666 [03:47<17:18, 26.60it/s, loss=3.99, v_num=0]
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    Epoch 1:  18%|█▊        | 6061/33666 [03:47<17:17, 26.59it/s, loss=3.97, v_num=0]
    Epoch 1:  18%|█▊        | 6061/33666 [03:47<17:17, 26.59it/s, loss=3.88, v_num=0]
    Epoch 1:  18%|█▊        | 6062/33666 [03:47<17:17, 26.59it/s, loss=3.88, v_num=0]
    Epoch 1:  18%|█▊        | 6062/33666 [03:47<17:17, 26.59it/s, loss=3.89, v_num=0]
    Epoch 1:  18%|█▊        | 6063/33666 [03:47<17:17, 26.59it/s, loss=3.89, v_num=0]
    Epoch 1:  18%|█▊        | 6063/33666 [03:47<17:17, 26.59it/s, loss=3.79, v_num=0]
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    Epoch 1:  18%|█▊        | 6064/33666 [03:48<17:17, 26.59it/s, loss=3.82, v_num=0]
    Epoch 1:  18%|█▊        | 6065/33666 [03:48<17:17, 26.59it/s, loss=3.82, v_num=0]
    Epoch 1:  18%|█▊        | 6065/33666 [03:48<17:17, 26.59it/s, loss=3.91, v_num=0]
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    Epoch 1:  18%|█▊        | 6066/33666 [03:48<17:17, 26.59it/s, loss=3.88, v_num=0]
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    Epoch 1:  18%|█▊        | 6067/33666 [03:48<17:17, 26.59it/s, loss=3.94, v_num=0]
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    Epoch 1:  18%|█▊        | 6069/33666 [03:48<17:17, 26.60it/s, loss=3.92, v_num=0]
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    Epoch 1:  18%|█▊        | 6070/33666 [03:48<17:17, 26.60it/s, loss=3.95, v_num=0]
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    Epoch 1:  18%|█▊        | 6077/33666 [03:48<17:17, 26.60it/s, loss=3.84, v_num=0]
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    Epoch 1:  18%|█▊        | 6078/33666 [03:48<17:17, 26.60it/s, loss=3.76, v_num=0]
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    Epoch 1:  18%|█▊        | 6079/33666 [03:48<17:17, 26.60it/s, loss=3.78, v_num=0]
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    Epoch 1:  18%|█▊        | 6080/33666 [03:48<17:17, 26.60it/s, loss=3.68, v_num=0]
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    Epoch 1:  18%|█▊        | 6081/33666 [03:48<17:17, 26.60it/s, loss=3.79, v_num=0]
    Epoch 1:  18%|█▊        | 6082/33666 [03:48<17:17, 26.60it/s, loss=3.79, v_num=0]
    Epoch 1:  18%|█▊        | 6082/33666 [03:48<17:17, 26.60it/s, loss=3.78, v_num=0]
    Epoch 1:  18%|█▊        | 6083/33666 [03:48<17:17, 26.60it/s, loss=3.78, v_num=0]
    Epoch 1:  18%|█▊        | 6083/33666 [03:48<17:17, 26.60it/s, loss=3.84, v_num=0]
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    Epoch 1:  18%|█▊        | 6084/33666 [03:48<17:17, 26.60it/s, loss=3.89, v_num=0]
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    Epoch 1:  18%|█▊        | 6085/33666 [03:48<17:17, 26.60it/s, loss=3.91, v_num=0]
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    Epoch 1:  18%|█▊        | 6086/33666 [03:48<17:17, 26.59it/s, loss=3.92, v_num=0]
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    Epoch 1:  18%|█▊        | 6087/33666 [03:48<17:17, 26.59it/s, loss=3.92, v_num=0]
    Epoch 1:  18%|█▊        | 6088/33666 [03:48<17:16, 26.59it/s, loss=3.92, v_num=0]
    Epoch 1:  18%|█▊        | 6088/33666 [03:48<17:16, 26.59it/s, loss=3.93, v_num=0]
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    Epoch 1:  18%|█▊        | 6089/33666 [03:48<17:16, 26.59it/s, loss=3.93, v_num=0]
    Epoch 1:  18%|█▊        | 6090/33666 [03:48<17:16, 26.60it/s, loss=3.93, v_num=0]
    Epoch 1:  18%|█▊        | 6090/33666 [03:48<17:16, 26.60it/s, loss=3.91, v_num=0]
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    Epoch 1:  18%|█▊        | 6091/33666 [03:49<17:16, 26.60it/s, loss=3.96, v_num=0]
    Epoch 1:  18%|█▊        | 6092/33666 [03:49<17:16, 26.60it/s, loss=3.96, v_num=0]
    Epoch 1:  18%|█▊        | 6092/33666 [03:49<17:16, 26.60it/s, loss=3.96, v_num=0]
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    Epoch 1:  18%|█▊        | 6093/33666 [03:49<17:16, 26.60it/s, loss=3.97, v_num=0]
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    Epoch 1:  18%|█▊        | 6094/33666 [03:49<17:16, 26.60it/s, loss=4.02, v_num=0]
    Epoch 1:  18%|█▊        | 6095/33666 [03:49<17:16, 26.60it/s, loss=4.02, v_num=0]
    Epoch 1:  18%|█▊        | 6095/33666 [03:49<17:16, 26.60it/s, loss=4.02, v_num=0]
    Epoch 1:  18%|█▊        | 6096/33666 [03:49<17:16, 26.60it/s, loss=4.02, v_num=0]
    Epoch 1:  18%|█▊        | 6096/33666 [03:49<17:16, 26.60it/s, loss=3.98, v_num=0]
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    Epoch 1:  18%|█▊        | 6097/33666 [03:49<17:16, 26.60it/s, loss=3.91, v_num=0]
    Epoch 1:  18%|█▊        | 6098/33666 [03:49<17:16, 26.60it/s, loss=3.91, v_num=0]
    Epoch 1:  18%|█▊        | 6098/33666 [03:49<17:16, 26.60it/s, loss=3.92, v_num=0]
    Epoch 1:  18%|█▊        | 6099/33666 [03:49<17:16, 26.60it/s, loss=3.92, v_num=0]
    Epoch 1:  18%|█▊        | 6099/33666 [03:49<17:16, 26.60it/s, loss=3.83, v_num=0]
    Epoch 1:  18%|█▊        | 6100/33666 [03:49<17:16, 26.60it/s, loss=3.83, v_num=0]
    Epoch 1:  18%|█▊        | 6100/33666 [03:49<17:16, 26.60it/s, loss=3.95, v_num=0]
    Epoch 1:  18%|█▊        | 6101/33666 [03:49<17:16, 26.60it/s, loss=3.95, v_num=0]
    Epoch 1:  18%|█▊        | 6101/33666 [03:49<17:16, 26.60it/s, loss=3.91, v_num=0]
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    Epoch 1:  18%|█▊        | 6102/33666 [03:49<17:16, 26.60it/s, loss=3.93, v_num=0]
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    Epoch 1:  18%|█▊        | 6103/33666 [03:49<17:16, 26.60it/s, loss=3.96, v_num=0]
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    Epoch 1:  18%|█▊        | 6104/33666 [03:49<17:16, 26.60it/s, loss=3.93, v_num=0]
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    Epoch 1:  18%|█▊        | 6105/33666 [03:49<17:16, 26.60it/s, loss=3.88, v_num=0]
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    Epoch 1:  18%|█▊        | 6106/33666 [03:49<17:16, 26.60it/s, loss=3.86, v_num=0]
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    Epoch 1:  18%|█▊        | 6107/33666 [03:49<17:16, 26.60it/s, loss=3.84, v_num=0]
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    Epoch 1:  18%|█▊        | 6108/33666 [03:49<17:16, 26.60it/s, loss=3.89, v_num=0]
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    Epoch 1:  18%|█▊        | 6109/33666 [03:49<17:16, 26.60it/s, loss=3.93, v_num=0]
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    Epoch 1:  18%|█▊        | 6110/33666 [03:49<17:16, 26.60it/s, loss=4, v_num=0]   
    Epoch 1:  18%|█▊        | 6111/33666 [03:49<17:16, 26.60it/s, loss=4, v_num=0]
    Epoch 1:  18%|█▊        | 6111/33666 [03:49<17:16, 26.60it/s, loss=4.01, v_num=0]
    Epoch 1:  18%|█▊        | 6112/33666 [03:49<17:15, 26.60it/s, loss=4.01, v_num=0]
    Epoch 1:  18%|█▊        | 6112/33666 [03:49<17:15, 26.60it/s, loss=4.01, v_num=0]
    Epoch 1:  18%|█▊        | 6113/33666 [03:49<17:15, 26.60it/s, loss=4.01, v_num=0]
    Epoch 1:  18%|█▊        | 6113/33666 [03:49<17:15, 26.60it/s, loss=4.04, v_num=0]
    Epoch 1:  18%|█▊        | 6114/33666 [03:49<17:15, 26.60it/s, loss=4.04, v_num=0]
    Epoch 1:  18%|█▊        | 6114/33666 [03:49<17:15, 26.60it/s, loss=4, v_num=0]   
    Epoch 1:  18%|█▊        | 6115/33666 [03:49<17:15, 26.60it/s, loss=4, v_num=0]
    Epoch 1:  18%|█▊        | 6115/33666 [03:49<17:15, 26.60it/s, loss=4.03, v_num=0]
    Epoch 1:  18%|█▊        | 6116/33666 [03:49<17:15, 26.60it/s, loss=4.03, v_num=0]
    Epoch 1:  18%|█▊        | 6116/33666 [03:49<17:15, 26.60it/s, loss=4.07, v_num=0]
    Epoch 1:  18%|█▊        | 6117/33666 [03:49<17:15, 26.60it/s, loss=4.07, v_num=0]
    Epoch 1:  18%|█▊        | 6117/33666 [03:49<17:15, 26.60it/s, loss=4.13, v_num=0]
    Epoch 1:  18%|█▊        | 6118/33666 [03:50<17:15, 26.60it/s, loss=4.13, v_num=0]
    Epoch 1:  18%|█▊        | 6118/33666 [03:50<17:15, 26.60it/s, loss=4.18, v_num=0]
    Epoch 1:  18%|█▊        | 6119/33666 [03:50<17:15, 26.60it/s, loss=4.18, v_num=0]
    Epoch 1:  18%|█▊        | 6119/33666 [03:50<17:15, 26.60it/s, loss=4.22, v_num=0]
    Epoch 1:  18%|█▊        | 6120/33666 [03:50<17:15, 26.60it/s, loss=4.22, v_num=0]
    Epoch 1:  18%|█▊        | 6120/33666 [03:50<17:15, 26.60it/s, loss=4.21, v_num=0]
    Epoch 1:  18%|█▊        | 6121/33666 [03:50<17:15, 26.60it/s, loss=4.21, v_num=0]
    Epoch 1:  18%|█▊        | 6121/33666 [03:50<17:15, 26.60it/s, loss=4.22, v_num=0]
    Epoch 1:  18%|█▊        | 6122/33666 [03:50<17:15, 26.60it/s, loss=4.22, v_num=0]
    Epoch 1:  18%|█▊        | 6122/33666 [03:50<17:15, 26.60it/s, loss=4.22, v_num=0]
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    Epoch 1:  18%|█▊        | 6123/33666 [03:50<17:15, 26.60it/s, loss=4.2, v_num=0] 
    Epoch 1:  18%|█▊        | 6124/33666 [03:50<17:15, 26.60it/s, loss=4.2, v_num=0]
    Epoch 1:  18%|█▊        | 6124/33666 [03:50<17:15, 26.60it/s, loss=4.19, v_num=0]
    Epoch 1:  18%|█▊        | 6125/33666 [03:50<17:15, 26.60it/s, loss=4.19, v_num=0]
    Epoch 1:  18%|█▊        | 6125/33666 [03:50<17:15, 26.60it/s, loss=4.17, v_num=0]
    Epoch 1:  18%|█▊        | 6126/33666 [03:50<17:15, 26.60it/s, loss=4.17, v_num=0]
    Epoch 1:  18%|█▊        | 6126/33666 [03:50<17:15, 26.60it/s, loss=4.12, v_num=0]
    Epoch 1:  18%|█▊        | 6127/33666 [03:50<17:15, 26.60it/s, loss=4.12, v_num=0]
    Epoch 1:  18%|█▊        | 6127/33666 [03:50<17:15, 26.60it/s, loss=4.13, v_num=0]
    Epoch 1:  18%|█▊        | 6128/33666 [03:50<17:15, 26.60it/s, loss=4.13, v_num=0]
    Epoch 1:  18%|█▊        | 6128/33666 [03:50<17:15, 26.60it/s, loss=4.07, v_num=0]
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    Epoch 1:  18%|█▊        | 6129/33666 [03:50<17:15, 26.60it/s, loss=4.07, v_num=0]
    Epoch 1:  18%|█▊        | 6130/33666 [03:50<17:15, 26.60it/s, loss=4.07, v_num=0]
    Epoch 1:  18%|█▊        | 6130/33666 [03:50<17:15, 26.60it/s, loss=4.01, v_num=0]
    Epoch 1:  18%|█▊        | 6131/33666 [03:50<17:15, 26.60it/s, loss=4.01, v_num=0]
    Epoch 1:  18%|█▊        | 6131/33666 [03:50<17:15, 26.60it/s, loss=3.99, v_num=0]
    Epoch 1:  18%|█▊        | 6132/33666 [03:50<17:15, 26.60it/s, loss=3.99, v_num=0]
    Epoch 1:  18%|█▊        | 6132/33666 [03:50<17:15, 26.60it/s, loss=3.92, v_num=0]
    Epoch 1:  18%|█▊        | 6133/33666 [03:50<17:15, 26.60it/s, loss=3.92, v_num=0]
    Epoch 1:  18%|█▊        | 6133/33666 [03:50<17:15, 26.60it/s, loss=3.88, v_num=0]
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    Epoch 1:  18%|█▊        | 6134/33666 [03:50<17:14, 26.60it/s, loss=3.89, v_num=0]
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    Epoch 1:  18%|█▊        | 6154/33666 [03:51<17:14, 26.60it/s, loss=3.77, v_num=0]
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    Epoch 1:  18%|█▊        | 6155/33666 [03:51<17:14, 26.60it/s, loss=3.94, v_num=0]
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    Epoch 1:  18%|█▊        | 6157/33666 [03:51<17:13, 26.60it/s, loss=3.92, v_num=0]
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    Epoch 1:  18%|█▊        | 6159/33666 [03:51<17:13, 26.61it/s, loss=3.82, v_num=0]
    Epoch 1:  18%|█▊        | 6160/33666 [03:51<17:13, 26.61it/s, loss=3.82, v_num=0]
    Epoch 1:  18%|█▊        | 6160/33666 [03:51<17:13, 26.61it/s, loss=3.85, v_num=0]
    Epoch 1:  18%|█▊        | 6161/33666 [03:51<17:13, 26.61it/s, loss=3.85, v_num=0]
    Epoch 1:  18%|█▊        | 6161/33666 [03:51<17:13, 26.60it/s, loss=3.85, v_num=0]
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    Epoch 1:  18%|█▊        | 6162/33666 [03:51<17:13, 26.61it/s, loss=3.87, v_num=0]
    Epoch 1:  18%|█▊        | 6163/33666 [03:51<17:13, 26.60it/s, loss=3.87, v_num=0]
    Epoch 1:  18%|█▊        | 6163/33666 [03:51<17:13, 26.60it/s, loss=3.89, v_num=0]
    Epoch 1:  18%|█▊        | 6164/33666 [03:51<17:13, 26.61it/s, loss=3.89, v_num=0]
    Epoch 1:  18%|█▊        | 6164/33666 [03:51<17:13, 26.61it/s, loss=3.81, v_num=0]
    Epoch 1:  18%|█▊        | 6165/33666 [03:51<17:13, 26.60it/s, loss=3.81, v_num=0]
    Epoch 1:  18%|█▊        | 6165/33666 [03:51<17:13, 26.60it/s, loss=3.9, v_num=0] 
    Epoch 1:  18%|█▊        | 6166/33666 [03:51<17:13, 26.60it/s, loss=3.9, v_num=0]
    Epoch 1:  18%|█▊        | 6166/33666 [03:51<17:13, 26.60it/s, loss=3.97, v_num=0]
    Epoch 1:  18%|█▊        | 6167/33666 [03:51<17:13, 26.60it/s, loss=3.97, v_num=0]
    Epoch 1:  18%|█▊        | 6167/33666 [03:51<17:13, 26.60it/s, loss=4.08, v_num=0]
    Epoch 1:  18%|█▊        | 6168/33666 [03:51<17:13, 26.60it/s, loss=4.08, v_num=0]
    Epoch 1:  18%|█▊        | 6168/33666 [03:51<17:13, 26.60it/s, loss=4.09, v_num=0]
    Epoch 1:  18%|█▊        | 6169/33666 [03:51<17:13, 26.60it/s, loss=4.09, v_num=0]
    Epoch 1:  18%|█▊        | 6169/33666 [03:51<17:13, 26.60it/s, loss=4.12, v_num=0]
    Epoch 1:  18%|█▊        | 6170/33666 [03:51<17:13, 26.60it/s, loss=4.12, v_num=0]
    Epoch 1:  18%|█▊        | 6170/33666 [03:51<17:13, 26.60it/s, loss=4.12, v_num=0]
    Epoch 1:  18%|█▊        | 6171/33666 [03:51<17:13, 26.60it/s, loss=4.12, v_num=0]
    Epoch 1:  18%|█▊        | 6171/33666 [03:51<17:13, 26.60it/s, loss=4.16, v_num=0]
    Epoch 1:  18%|█▊        | 6172/33666 [03:51<17:13, 26.60it/s, loss=4.16, v_num=0]
    Epoch 1:  18%|█▊        | 6172/33666 [03:51<17:13, 26.60it/s, loss=4.15, v_num=0]
    Epoch 1:  18%|█▊        | 6173/33666 [03:52<17:13, 26.60it/s, loss=4.15, v_num=0]
    Epoch 1:  18%|█▊        | 6173/33666 [03:52<17:13, 26.60it/s, loss=4.16, v_num=0]
    Epoch 1:  18%|█▊        | 6174/33666 [03:52<17:13, 26.61it/s, loss=4.16, v_num=0]
    Epoch 1:  18%|█▊        | 6174/33666 [03:52<17:13, 26.60it/s, loss=4.25, v_num=0]
    Epoch 1:  18%|█▊        | 6175/33666 [03:52<17:13, 26.61it/s, loss=4.25, v_num=0]
    Epoch 1:  18%|█▊        | 6175/33666 [03:52<17:13, 26.61it/s, loss=4.13, v_num=0]
    Epoch 1:  18%|█▊        | 6176/33666 [03:52<17:13, 26.61it/s, loss=4.13, v_num=0]
    Epoch 1:  18%|█▊        | 6176/33666 [03:52<17:13, 26.61it/s, loss=4.08, v_num=0]
    Epoch 1:  18%|█▊        | 6177/33666 [03:52<17:13, 26.61it/s, loss=4.08, v_num=0]
    Epoch 1:  18%|█▊        | 6177/33666 [03:52<17:13, 26.61it/s, loss=4.11, v_num=0]
    Epoch 1:  18%|█▊        | 6178/33666 [03:52<17:13, 26.61it/s, loss=4.11, v_num=0]
    Epoch 1:  18%|█▊        | 6178/33666 [03:52<17:13, 26.61it/s, loss=4.13, v_num=0]
    Epoch 1:  18%|█▊        | 6179/33666 [03:52<17:13, 26.61it/s, loss=4.13, v_num=0]
    Epoch 1:  18%|█▊        | 6179/33666 [03:52<17:13, 26.61it/s, loss=4.18, v_num=0]
    Epoch 1:  18%|█▊        | 6180/33666 [03:52<17:13, 26.61it/s, loss=4.18, v_num=0]
    Epoch 1:  18%|█▊        | 6180/33666 [03:52<17:13, 26.61it/s, loss=4.22, v_num=0]
    Epoch 1:  18%|█▊        | 6181/33666 [03:52<17:12, 26.61it/s, loss=4.22, v_num=0]
    Epoch 1:  18%|█▊        | 6181/33666 [03:52<17:12, 26.61it/s, loss=4.22, v_num=0]
    Epoch 1:  18%|█▊        | 6182/33666 [03:52<17:12, 26.61it/s, loss=4.22, v_num=0]
    Epoch 1:  18%|█▊        | 6182/33666 [03:52<17:12, 26.61it/s, loss=4.25, v_num=0]
    Epoch 1:  18%|█▊        | 6183/33666 [03:52<17:12, 26.61it/s, loss=4.25, v_num=0]
    Epoch 1:  18%|█▊        | 6183/33666 [03:52<17:12, 26.61it/s, loss=4.28, v_num=0]
    Epoch 1:  18%|█▊        | 6184/33666 [03:52<17:12, 26.61it/s, loss=4.28, v_num=0]
    Epoch 1:  18%|█▊        | 6184/33666 [03:52<17:12, 26.61it/s, loss=4.37, v_num=0]
    Epoch 1:  18%|█▊        | 6185/33666 [03:52<17:12, 26.61it/s, loss=4.37, v_num=0]
    Epoch 1:  18%|█▊        | 6185/33666 [03:52<17:12, 26.61it/s, loss=4.32, v_num=0]
    Epoch 1:  18%|█▊        | 6186/33666 [03:52<17:12, 26.61it/s, loss=4.32, v_num=0]
    Epoch 1:  18%|█▊        | 6186/33666 [03:52<17:12, 26.61it/s, loss=4.22, v_num=0]
    Epoch 1:  18%|█▊        | 6187/33666 [03:52<17:12, 26.61it/s, loss=4.22, v_num=0]
    Epoch 1:  18%|█▊        | 6187/33666 [03:52<17:12, 26.61it/s, loss=4.12, v_num=0]
    Epoch 1:  18%|█▊        | 6188/33666 [03:52<17:12, 26.61it/s, loss=4.12, v_num=0]
    Epoch 1:  18%|█▊        | 6188/33666 [03:52<17:12, 26.61it/s, loss=4.16, v_num=0]
    Epoch 1:  18%|█▊        | 6189/33666 [03:52<17:12, 26.61it/s, loss=4.16, v_num=0]
    Epoch 1:  18%|█▊        | 6189/33666 [03:52<17:12, 26.61it/s, loss=4.13, v_num=0]
    Epoch 1:  18%|█▊        | 6190/33666 [03:52<17:12, 26.61it/s, loss=4.13, v_num=0]
    Epoch 1:  18%|█▊        | 6190/33666 [03:52<17:12, 26.61it/s, loss=4.15, v_num=0]
    Epoch 1:  18%|█▊        | 6191/33666 [03:52<17:12, 26.61it/s, loss=4.15, v_num=0]
    Epoch 1:  18%|█▊        | 6191/33666 [03:52<17:12, 26.61it/s, loss=4.14, v_num=0]
    Epoch 1:  18%|█▊        | 6192/33666 [03:52<17:12, 26.61it/s, loss=4.14, v_num=0]
    Epoch 1:  18%|█▊        | 6192/33666 [03:52<17:12, 26.61it/s, loss=4.16, v_num=0]
    Epoch 1:  18%|█▊        | 6193/33666 [03:52<17:12, 26.61it/s, loss=4.16, v_num=0]
    Epoch 1:  18%|█▊        | 6193/33666 [03:52<17:12, 26.61it/s, loss=4.21, v_num=0]
    Epoch 1:  18%|█▊        | 6194/33666 [03:52<17:12, 26.61it/s, loss=4.21, v_num=0]
    Epoch 1:  18%|█▊        | 6194/33666 [03:52<17:12, 26.61it/s, loss=4.16, v_num=0]
    Epoch 1:  18%|█▊        | 6195/33666 [03:52<17:12, 26.61it/s, loss=4.16, v_num=0]
    Epoch 1:  18%|█▊        | 6195/33666 [03:52<17:12, 26.61it/s, loss=4.16, v_num=0]
    Epoch 1:  18%|█▊        | 6196/33666 [03:52<17:12, 26.61it/s, loss=4.16, v_num=0]
    Epoch 1:  18%|█▊        | 6196/33666 [03:52<17:12, 26.61it/s, loss=4.23, v_num=0]
    Epoch 1:  18%|█▊        | 6197/33666 [03:52<17:12, 26.61it/s, loss=4.23, v_num=0]
    Epoch 1:  18%|█▊        | 6197/33666 [03:52<17:12, 26.61it/s, loss=4.24, v_num=0]
    Epoch 1:  18%|█▊        | 6198/33666 [03:52<17:12, 26.61it/s, loss=4.24, v_num=0]
    Epoch 1:  18%|█▊        | 6198/33666 [03:52<17:12, 26.61it/s, loss=4.16, v_num=0]
    Epoch 1:  18%|█▊        | 6199/33666 [03:52<17:12, 26.61it/s, loss=4.16, v_num=0]
    Epoch 1:  18%|█▊        | 6199/33666 [03:52<17:12, 26.61it/s, loss=4.16, v_num=0]
    Epoch 1:  18%|█▊        | 6200/33666 [03:53<17:12, 26.61it/s, loss=4.16, v_num=0]
    Epoch 1:  18%|█▊        | 6200/33666 [03:53<17:12, 26.61it/s, loss=4.21, v_num=0]
    Epoch 1:  18%|█▊        | 6201/33666 [03:53<17:12, 26.61it/s, loss=4.21, v_num=0]
    Epoch 1:  18%|█▊        | 6201/33666 [03:53<17:12, 26.61it/s, loss=4.25, v_num=0]
    Epoch 1:  18%|█▊        | 6202/33666 [03:53<17:12, 26.61it/s, loss=4.25, v_num=0]
    Epoch 1:  18%|█▊        | 6202/33666 [03:53<17:12, 26.61it/s, loss=4.27, v_num=0]
    Epoch 1:  18%|█▊        | 6203/33666 [03:53<17:12, 26.61it/s, loss=4.27, v_num=0]
    Epoch 1:  18%|█▊        | 6203/33666 [03:53<17:12, 26.61it/s, loss=4.23, v_num=0]
    Epoch 1:  18%|█▊        | 6204/33666 [03:53<17:12, 26.61it/s, loss=4.23, v_num=0]
    Epoch 1:  18%|█▊        | 6204/33666 [03:53<17:12, 26.61it/s, loss=4.18, v_num=0]
    Epoch 1:  18%|█▊        | 6205/33666 [03:53<17:12, 26.61it/s, loss=4.18, v_num=0]
    Epoch 1:  18%|█▊        | 6205/33666 [03:53<17:12, 26.61it/s, loss=4.12, v_num=0]
    Epoch 1:  18%|█▊        | 6206/33666 [03:53<17:12, 26.61it/s, loss=4.12, v_num=0]
    Epoch 1:  18%|█▊        | 6206/33666 [03:53<17:12, 26.61it/s, loss=4.16, v_num=0]
    Epoch 1:  18%|█▊        | 6207/33666 [03:53<17:12, 26.61it/s, loss=4.16, v_num=0]
    Epoch 1:  18%|█▊        | 6207/33666 [03:53<17:12, 26.61it/s, loss=4.15, v_num=0]
    Epoch 1:  18%|█▊        | 6208/33666 [03:53<17:11, 26.61it/s, loss=4.15, v_num=0]
    Epoch 1:  18%|█▊        | 6208/33666 [03:53<17:11, 26.61it/s, loss=4.16, v_num=0]
    Epoch 1:  18%|█▊        | 6209/33666 [03:53<17:11, 26.61it/s, loss=4.16, v_num=0]
    Epoch 1:  18%|█▊        | 6209/33666 [03:53<17:11, 26.61it/s, loss=4.2, v_num=0] 
    Epoch 1:  18%|█▊        | 6210/33666 [03:53<17:11, 26.61it/s, loss=4.2, v_num=0]
    Epoch 1:  18%|█▊        | 6210/33666 [03:53<17:11, 26.61it/s, loss=4.22, v_num=0]
    Epoch 1:  18%|█▊        | 6211/33666 [03:53<17:11, 26.61it/s, loss=4.22, v_num=0]
    Epoch 1:  18%|█▊        | 6211/33666 [03:53<17:11, 26.61it/s, loss=4.19, v_num=0]
    Epoch 1:  18%|█▊        | 6212/33666 [03:53<17:11, 26.61it/s, loss=4.19, v_num=0]
    Epoch 1:  18%|█▊        | 6212/33666 [03:53<17:11, 26.61it/s, loss=4.17, v_num=0]
    Epoch 1:  18%|█▊        | 6213/33666 [03:53<17:11, 26.61it/s, loss=4.17, v_num=0]
    Epoch 1:  18%|█▊        | 6213/33666 [03:53<17:11, 26.61it/s, loss=4.14, v_num=0]
    Epoch 1:  18%|█▊        | 6214/33666 [03:53<17:11, 26.61it/s, loss=4.14, v_num=0]
    Epoch 1:  18%|█▊        | 6214/33666 [03:53<17:11, 26.61it/s, loss=4.17, v_num=0]
    Epoch 1:  18%|█▊        | 6215/33666 [03:53<17:11, 26.61it/s, loss=4.17, v_num=0]
    Epoch 1:  18%|█▊        | 6215/33666 [03:53<17:11, 26.61it/s, loss=4.16, v_num=0]
    Epoch 1:  18%|█▊        | 6216/33666 [03:53<17:11, 26.60it/s, loss=4.16, v_num=0]
    Epoch 1:  18%|█▊        | 6216/33666 [03:53<17:11, 26.60it/s, loss=4.16, v_num=0]
    Epoch 1:  18%|█▊        | 6217/33666 [03:53<17:11, 26.60it/s, loss=4.16, v_num=0]
    Epoch 1:  18%|█▊        | 6217/33666 [03:53<17:11, 26.60it/s, loss=4.2, v_num=0] 
    Epoch 1:  18%|█▊        | 6218/33666 [03:53<17:11, 26.60it/s, loss=4.2, v_num=0]
    Epoch 1:  18%|█▊        | 6218/33666 [03:53<17:11, 26.60it/s, loss=4.27, v_num=0]
    Epoch 1:  18%|█▊        | 6219/33666 [03:53<17:11, 26.60it/s, loss=4.27, v_num=0]
    Epoch 1:  18%|█▊        | 6219/33666 [03:53<17:11, 26.60it/s, loss=4.29, v_num=0]
    Epoch 1:  18%|█▊        | 6220/33666 [03:53<17:11, 26.60it/s, loss=4.29, v_num=0]
    Epoch 1:  18%|█▊        | 6220/33666 [03:53<17:11, 26.60it/s, loss=4.22, v_num=0]
    Epoch 1:  18%|█▊        | 6221/33666 [03:53<17:11, 26.60it/s, loss=4.22, v_num=0]
    Epoch 1:  18%|█▊        | 6221/33666 [03:53<17:11, 26.60it/s, loss=4.16, v_num=0]
    Epoch 1:  18%|█▊        | 6222/33666 [03:53<17:11, 26.60it/s, loss=4.16, v_num=0]
    Epoch 1:  18%|█▊        | 6222/33666 [03:53<17:11, 26.60it/s, loss=4.12, v_num=0]
    Epoch 1:  18%|█▊        | 6223/33666 [03:53<17:11, 26.60it/s, loss=4.12, v_num=0]
    Epoch 1:  18%|█▊        | 6223/33666 [03:53<17:11, 26.60it/s, loss=4.14, v_num=0]
    Epoch 1:  18%|█▊        | 6224/33666 [03:53<17:11, 26.60it/s, loss=4.14, v_num=0]
    Epoch 1:  18%|█▊        | 6224/33666 [03:53<17:11, 26.60it/s, loss=4.12, v_num=0]
    Epoch 1:  18%|█▊        | 6225/33666 [03:53<17:11, 26.60it/s, loss=4.12, v_num=0]
    Epoch 1:  18%|█▊        | 6225/33666 [03:53<17:11, 26.60it/s, loss=4.18, v_num=0]
    Epoch 1:  18%|█▊        | 6226/33666 [03:54<17:11, 26.60it/s, loss=4.18, v_num=0]
    Epoch 1:  18%|█▊        | 6226/33666 [03:54<17:11, 26.60it/s, loss=4.18, v_num=0]
    Epoch 1:  18%|█▊        | 6227/33666 [03:54<17:11, 26.60it/s, loss=4.18, v_num=0]
    Epoch 1:  18%|█▊        | 6227/33666 [03:54<17:11, 26.60it/s, loss=4.2, v_num=0] 
    Epoch 1:  18%|█▊        | 6228/33666 [03:54<17:11, 26.60it/s, loss=4.2, v_num=0]
    Epoch 1:  18%|█▊        | 6228/33666 [03:54<17:11, 26.60it/s, loss=4.15, v_num=0]
    Epoch 1:  19%|█▊        | 6229/33666 [03:54<17:11, 26.61it/s, loss=4.15, v_num=0]
    Epoch 1:  19%|█▊        | 6229/33666 [03:54<17:11, 26.61it/s, loss=4.1, v_num=0] 
    Epoch 1:  19%|█▊        | 6230/33666 [03:54<17:11, 26.60it/s, loss=4.1, v_num=0]
    Epoch 1:  19%|█▊        | 6230/33666 [03:54<17:11, 26.60it/s, loss=4.01, v_num=0]
    Epoch 1:  19%|█▊        | 6231/33666 [03:54<17:11, 26.60it/s, loss=4.01, v_num=0]
    Epoch 1:  19%|█▊        | 6231/33666 [03:54<17:11, 26.60it/s, loss=4.03, v_num=0]
    Epoch 1:  19%|█▊        | 6232/33666 [03:54<17:11, 26.60it/s, loss=4.03, v_num=0]
    Epoch 1:  19%|█▊        | 6232/33666 [03:54<17:11, 26.60it/s, loss=3.99, v_num=0]
    Epoch 1:  19%|█▊        | 6233/33666 [03:54<17:11, 26.60it/s, loss=3.99, v_num=0]
    Epoch 1:  19%|█▊        | 6233/33666 [03:54<17:11, 26.60it/s, loss=3.91, v_num=0]
    Epoch 1:  19%|█▊        | 6234/33666 [03:54<17:11, 26.60it/s, loss=3.91, v_num=0]
    Epoch 1:  19%|█▊        | 6234/33666 [03:54<17:11, 26.60it/s, loss=3.85, v_num=0]
    Epoch 1:  19%|█▊        | 6235/33666 [03:54<17:11, 26.60it/s, loss=3.85, v_num=0]
    Epoch 1:  19%|█▊        | 6235/33666 [03:54<17:11, 26.60it/s, loss=3.84, v_num=0]
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    Epoch 1:  19%|█▉        | 6453/33666 [04:02<17:03, 26.58it/s, loss=4.09, v_num=0]
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    Epoch 1:  19%|█▉        | 6456/33666 [04:02<17:03, 26.59it/s, loss=4.13, v_num=0]
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    Epoch 1:  27%|██▋       | 8945/33666 [05:36<15:28, 26.62it/s, loss=4.13, v_num=0]
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    Epoch 1:  27%|██▋       | 8946/33666 [05:36<15:28, 26.62it/s, loss=4.07, v_num=0]
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    Epoch 1:  27%|██▋       | 8947/33666 [05:36<15:28, 26.62it/s, loss=4.05, v_num=0]
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    Epoch 1:  32%|███▏      | 10860/33666 [06:47<14:15, 26.67it/s, loss=3.67, v_num=0]
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    Epoch 1:  32%|███▏      | 10870/33666 [06:47<14:14, 26.67it/s, loss=3.96, v_num=0]
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    Epoch 1:  32%|███▏      | 10915/33666 [06:49<14:13, 26.66it/s, loss=3.86, v_num=0]
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    Epoch 1:  32%|███▏      | 10916/33666 [06:49<14:13, 26.66it/s, loss=3.92, v_num=0]
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    Epoch 1:  32%|███▏      | 10919/33666 [06:49<14:13, 26.66it/s, loss=3.91, v_num=0]
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    Epoch 1:  32%|███▏      | 10921/33666 [06:49<14:13, 26.66it/s, loss=3.92, v_num=0]
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    Epoch 1:  32%|███▏      | 10923/33666 [06:49<14:12, 26.66it/s, loss=3.98, v_num=0]
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    Epoch 1:  32%|███▏      | 10927/33666 [06:49<14:12, 26.66it/s, loss=3.7, v_num=0] 
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    Epoch 1:  32%|███▏      | 10930/33666 [06:49<14:12, 26.66it/s, loss=3.68, v_num=0]
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    Epoch 1:  32%|███▏      | 10932/33666 [06:50<14:12, 26.66it/s, loss=3.71, v_num=0]
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    Epoch 1:  32%|███▏      | 10939/33666 [06:50<14:12, 26.66it/s, loss=3.86, v_num=0]
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    Epoch 1:  33%|███▎      | 10943/33666 [06:50<14:12, 26.66it/s, loss=3.83, v_num=0]
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    Epoch 1:  33%|███▎      | 10946/33666 [06:50<14:12, 26.66it/s, loss=3.94, v_num=0]
    Epoch 1:  33%|███▎      | 10947/33666 [06:50<14:12, 26.66it/s, loss=3.94, v_num=0]
    Epoch 1:  33%|███▎      | 10947/33666 [06:50<14:12, 26.66it/s, loss=3.92, v_num=0]
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    Epoch 1:  33%|███▎      | 10948/33666 [06:50<14:12, 26.66it/s, loss=3.94, v_num=0]
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    Epoch 1:  33%|███▎      | 10949/33666 [06:50<14:12, 26.66it/s, loss=3.92, v_num=0]
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    Epoch 1:  33%|███▎      | 11173/33666 [06:59<14:03, 26.66it/s, loss=3.85, v_num=0]
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    Epoch 1:  33%|███▎      | 11188/33666 [06:59<14:03, 26.66it/s, loss=3.84, v_num=0]
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    Epoch 1:  35%|███▍      | 11654/33666 [07:16<13:45, 26.68it/s, loss=3.98, v_num=0]
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    Epoch 1:  36%|███▌      | 11959/33666 [07:28<13:33, 26.68it/s, loss=4.17, v_num=0]
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    Epoch 1:  36%|███▌      | 11961/33666 [07:28<13:33, 26.68it/s, loss=4.14, v_num=0]
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    Epoch 1:  36%|███▌      | 11962/33666 [07:28<13:33, 26.68it/s, loss=4.15, v_num=0]
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    Epoch 1:  36%|███▌      | 11963/33666 [07:28<13:33, 26.68it/s, loss=4.16, v_num=0]
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    Epoch 1:  36%|███▌      | 11964/33666 [07:28<13:33, 26.68it/s, loss=4.11, v_num=0]
    Epoch 1:  36%|███▌      | 11965/33666 [07:28<13:33, 26.69it/s, loss=4.11, v_num=0]
    Epoch 1:  36%|███▌      | 11965/33666 [07:28<13:33, 26.68it/s, loss=4.08, v_num=0]
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    Epoch 1:  36%|███▌      | 11967/33666 [07:28<13:33, 26.69it/s, loss=4.12, v_num=0]
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    Epoch 1:  36%|███▌      | 11978/33666 [07:28<13:32, 26.69it/s, loss=4.01, v_num=0]
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    Epoch 1:  36%|███▌      | 11999/33666 [07:29<13:31, 26.69it/s, loss=3.8, v_num=0] 
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    Epoch 1:  38%|███▊      | 12900/33666 [08:02<12:57, 26.71it/s, loss=3.86, v_num=0]
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    Epoch 1:  38%|███▊      | 12901/33666 [08:02<12:57, 26.71it/s, loss=3.86, v_num=0]
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    Epoch 1:  38%|███▊      | 12902/33666 [08:03<12:57, 26.71it/s, loss=3.77, v_num=0]
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    Epoch 1:  38%|███▊      | 12904/33666 [08:03<12:57, 26.71it/s, loss=3.73, v_num=0]
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    Epoch 1:  38%|███▊      | 12905/33666 [08:03<12:57, 26.71it/s, loss=3.64, v_num=0]
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    Epoch 1:  38%|███▊      | 12906/33666 [08:03<12:57, 26.71it/s, loss=3.61, v_num=0]
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    Epoch 1:  38%|███▊      | 12907/33666 [08:03<12:57, 26.71it/s, loss=3.66, v_num=0]
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    Epoch 1:  38%|███▊      | 12908/33666 [08:03<12:57, 26.71it/s, loss=3.65, v_num=0]
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    Epoch 1:  38%|███▊      | 12910/33666 [08:03<12:57, 26.71it/s, loss=3.61, v_num=0]
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    Epoch 1:  38%|███▊      | 12911/33666 [08:03<12:57, 26.71it/s, loss=3.71, v_num=0]
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    Epoch 1:  38%|███▊      | 12912/33666 [08:03<12:57, 26.71it/s, loss=3.72, v_num=0]
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    Epoch 1:  38%|███▊      | 12913/33666 [08:03<12:56, 26.71it/s, loss=3.69, v_num=0]
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    Epoch 1:  38%|███▊      | 12914/33666 [08:03<12:56, 26.71it/s, loss=3.71, v_num=0]
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    Epoch 1:  38%|███▊      | 12915/33666 [08:03<12:56, 26.71it/s, loss=3.71, v_num=0]
    Epoch 1:  38%|███▊      | 12916/33666 [08:03<12:56, 26.71it/s, loss=3.71, v_num=0]
    Epoch 1:  38%|███▊      | 12916/33666 [08:03<12:56, 26.71it/s, loss=3.72, v_num=0]
    Epoch 1:  38%|███▊      | 12917/33666 [08:03<12:56, 26.71it/s, loss=3.72, v_num=0]
    Epoch 1:  38%|███▊      | 12917/33666 [08:03<12:56, 26.71it/s, loss=3.77, v_num=0]
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    Epoch 1:  38%|███▊      | 12918/33666 [08:03<12:56, 26.71it/s, loss=3.76, v_num=0]
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    Epoch 1:  38%|███▊      | 12919/33666 [08:03<12:56, 26.71it/s, loss=3.76, v_num=0]
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    Epoch 1:  38%|███▊      | 12920/33666 [08:03<12:56, 26.71it/s, loss=3.71, v_num=0]
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    Epoch 1:  38%|███▊      | 12921/33666 [08:03<12:56, 26.71it/s, loss=3.7, v_num=0] 
    Epoch 1:  38%|███▊      | 12922/33666 [08:03<12:56, 26.71it/s, loss=3.7, v_num=0]
    Epoch 1:  38%|███▊      | 12922/33666 [08:03<12:56, 26.71it/s, loss=3.76, v_num=0]
    Epoch 1:  38%|███▊      | 12923/33666 [08:03<12:56, 26.71it/s, loss=3.76, v_num=0]
    Epoch 1:  38%|███▊      | 12923/33666 [08:03<12:56, 26.71it/s, loss=3.76, v_num=0]
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    Epoch 1:  38%|███▊      | 12924/33666 [08:03<12:56, 26.71it/s, loss=3.73, v_num=0]
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    Epoch 1:  38%|███▊      | 12925/33666 [08:03<12:56, 26.71it/s, loss=3.8, v_num=0] 
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    Epoch 1:  38%|███▊      | 12926/33666 [08:03<12:56, 26.71it/s, loss=3.8, v_num=0]
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    Epoch 1:  38%|███▊      | 12927/33666 [08:04<12:56, 26.71it/s, loss=3.81, v_num=0]
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    Epoch 1:  38%|███▊      | 12928/33666 [08:04<12:56, 26.71it/s, loss=3.86, v_num=0]
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    Epoch 1:  38%|███▊      | 12929/33666 [08:04<12:56, 26.71it/s, loss=3.85, v_num=0]
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    Epoch 1:  38%|███▊      | 12930/33666 [08:04<12:56, 26.71it/s, loss=3.9, v_num=0] 
    Epoch 1:  38%|███▊      | 12931/33666 [08:04<12:56, 26.71it/s, loss=3.9, v_num=0]
    Epoch 1:  38%|███▊      | 12931/33666 [08:04<12:56, 26.71it/s, loss=3.8, v_num=0]
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    Epoch 1:  38%|███▊      | 12932/33666 [08:04<12:56, 26.71it/s, loss=3.86, v_num=0]
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    Epoch 1:  38%|███▊      | 12933/33666 [08:04<12:56, 26.71it/s, loss=3.89, v_num=0]
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    Epoch 1:  38%|███▊      | 12934/33666 [08:04<12:56, 26.71it/s, loss=3.87, v_num=0]
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    Epoch 1:  38%|███▊      | 12935/33666 [08:04<12:56, 26.71it/s, loss=3.86, v_num=0]
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    Epoch 1:  38%|███▊      | 12936/33666 [08:04<12:56, 26.71it/s, loss=3.86, v_num=0]
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    Epoch 1:  38%|███▊      | 12937/33666 [08:04<12:56, 26.71it/s, loss=3.86, v_num=0]
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    Epoch 1:  38%|███▊      | 12938/33666 [08:04<12:56, 26.71it/s, loss=3.82, v_num=0]
    Epoch 1:  38%|███▊      | 12939/33666 [08:04<12:55, 26.71it/s, loss=3.82, v_num=0]
    Epoch 1:  38%|███▊      | 12939/33666 [08:04<12:55, 26.71it/s, loss=3.82, v_num=0]
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    Epoch 1:  38%|███▊      | 12940/33666 [08:04<12:55, 26.71it/s, loss=3.88, v_num=0]
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    Epoch 1:  38%|███▊      | 12941/33666 [08:04<12:55, 26.71it/s, loss=3.9, v_num=0] 
    Epoch 1:  38%|███▊      | 12942/33666 [08:04<12:55, 26.71it/s, loss=3.9, v_num=0]
    Epoch 1:  38%|███▊      | 12942/33666 [08:04<12:55, 26.71it/s, loss=3.9, v_num=0]
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    Epoch 1:  38%|███▊      | 12943/33666 [08:04<12:55, 26.71it/s, loss=3.92, v_num=0]
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    Epoch 1:  38%|███▊      | 12944/33666 [08:04<12:55, 26.71it/s, loss=4, v_num=0]   
    Epoch 1:  38%|███▊      | 12945/33666 [08:04<12:55, 26.71it/s, loss=4, v_num=0]
    Epoch 1:  38%|███▊      | 12945/33666 [08:04<12:55, 26.71it/s, loss=4.08, v_num=0]
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    Epoch 1:  38%|███▊      | 12946/33666 [08:04<12:55, 26.71it/s, loss=4.17, v_num=0]
    Epoch 1:  38%|███▊      | 12947/33666 [08:04<12:55, 26.71it/s, loss=4.17, v_num=0]
    Epoch 1:  38%|███▊      | 12947/33666 [08:04<12:55, 26.71it/s, loss=4.1, v_num=0] 
    Epoch 1:  38%|███▊      | 12948/33666 [08:04<12:55, 26.71it/s, loss=4.1, v_num=0]
    Epoch 1:  38%|███▊      | 12948/33666 [08:04<12:55, 26.71it/s, loss=4.09, v_num=0]
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    Epoch 1:  38%|███▊      | 12949/33666 [08:04<12:55, 26.71it/s, loss=4.11, v_num=0]
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    Epoch 1:  38%|███▊      | 12950/33666 [08:04<12:55, 26.71it/s, loss=4.06, v_num=0]
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    Epoch 1:  38%|███▊      | 12951/33666 [08:04<12:55, 26.71it/s, loss=4.13, v_num=0]
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    Epoch 1:  38%|███▊      | 12953/33666 [08:04<12:55, 26.71it/s, loss=4.06, v_num=0]
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    Epoch 1:  38%|███▊      | 12955/33666 [08:05<12:55, 26.71it/s, loss=4.1, v_num=0] 
    Epoch 1:  38%|███▊      | 12956/33666 [08:05<12:55, 26.71it/s, loss=4.1, v_num=0]
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    Epoch 1:  38%|███▊      | 12960/33666 [08:05<12:55, 26.71it/s, loss=4.06, v_num=0]
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    Epoch 1:  38%|███▊      | 12961/33666 [08:05<12:55, 26.71it/s, loss=4.07, v_num=0]
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    Epoch 1:  39%|███▊      | 12962/33666 [08:05<12:55, 26.71it/s, loss=4.1, v_num=0] 
    Epoch 1:  39%|███▊      | 12963/33666 [08:05<12:55, 26.71it/s, loss=4.1, v_num=0]
    Epoch 1:  39%|███▊      | 12963/33666 [08:05<12:55, 26.71it/s, loss=4.17, v_num=0]
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    Epoch 1:  39%|███▊      | 12965/33666 [08:05<12:55, 26.71it/s, loss=4.11, v_num=0]
    Epoch 1:  39%|███▊      | 12965/33666 [08:05<12:55, 26.71it/s, loss=3.94, v_num=0]
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    Epoch 1:  39%|███▊      | 12967/33666 [08:05<12:54, 26.71it/s, loss=4.05, v_num=0]
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    Epoch 1:  52%|█████▏    | 17436/33666 [10:53<10:07, 26.70it/s, loss=3.92, v_num=0]
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    Epoch 1:  52%|█████▏    | 17468/33666 [10:54<10:06, 26.70it/s, loss=4.04, v_num=0]
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    Epoch 1:  52%|█████▏    | 17470/33666 [10:54<10:06, 26.70it/s, loss=4.06, v_num=0]
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    Epoch 1:  52%|█████▏    | 17472/33666 [10:54<10:06, 26.70it/s, loss=3.98, v_num=0]
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    Epoch 1:  52%|█████▏    | 17479/33666 [10:54<10:06, 26.70it/s, loss=3.76, v_num=0]
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    Epoch 1:  52%|█████▏    | 17487/33666 [10:55<10:06, 26.70it/s, loss=3.76, v_num=0]
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    Epoch 1:  52%|█████▏    | 17495/33666 [10:55<10:05, 26.70it/s, loss=3.77, v_num=0]
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    Epoch 1:  52%|█████▏    | 17497/33666 [10:55<10:05, 26.70it/s, loss=3.75, v_num=0]
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    Epoch 1:  52%|█████▏    | 17615/33666 [10:59<10:01, 26.70it/s, loss=4.26, v_num=0]
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    Epoch 1:  52%|█████▏    | 17616/33666 [10:59<10:01, 26.70it/s, loss=4.25, v_num=0]
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    Epoch 1:  52%|█████▏    | 17619/33666 [10:59<10:01, 26.70it/s, loss=4.19, v_num=0]
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    Epoch 1:  52%|█████▏    | 17621/33666 [11:00<10:00, 26.70it/s, loss=4.17, v_num=0]
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    Epoch 1:  52%|█████▏    | 17623/33666 [11:00<10:00, 26.70it/s, loss=4.1, v_num=0]
    Epoch 1:  52%|█████▏    | 17623/33666 [11:00<10:00, 26.70it/s, loss=4.01, v_num=0]
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    Epoch 1:  52%|█████▏    | 17624/33666 [11:00<10:00, 26.70it/s, loss=3.93, v_num=0]
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    Epoch 1:  52%|█████▏    | 17629/33666 [11:00<10:00, 26.70it/s, loss=3.7, v_num=0] 
    Epoch 1:  52%|█████▏    | 17630/33666 [11:00<10:00, 26.70it/s, loss=3.7, v_num=0]
    Epoch 1:  52%|█████▏    | 17630/33666 [11:00<10:00, 26.70it/s, loss=3.73, v_num=0]
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    Epoch 1:  53%|█████▎    | 17938/33666 [11:11<09:48, 26.71it/s, loss=3.76, v_num=0]
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    Epoch 1:  53%|█████▎    | 17946/33666 [11:11<09:48, 26.71it/s, loss=3.76, v_num=0]
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    Epoch 1:  55%|█████▍    | 18485/33666 [11:32<09:28, 26.71it/s, loss=3.75, v_num=0]
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    Epoch 1:  55%|█████▌    | 18655/33666 [11:38<09:22, 26.70it/s, loss=3.44, v_num=0]
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    Epoch 1:  55%|█████▌    | 18656/33666 [11:38<09:22, 26.70it/s, loss=3.44, v_num=0]
    Epoch 1:  55%|█████▌    | 18657/33666 [11:38<09:22, 26.70it/s, loss=3.44, v_num=0]
    Epoch 1:  55%|█████▌    | 18657/33666 [11:38<09:22, 26.70it/s, loss=3.5, v_num=0] 
    Epoch 1:  55%|█████▌    | 18658/33666 [11:38<09:22, 26.70it/s, loss=3.5, v_num=0]
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    Epoch 1:  55%|█████▌    | 18659/33666 [11:38<09:22, 26.70it/s, loss=3.51, v_num=0]
    Epoch 1:  55%|█████▌    | 18660/33666 [11:38<09:22, 26.70it/s, loss=3.51, v_num=0]
    Epoch 1:  55%|█████▌    | 18660/33666 [11:38<09:22, 26.70it/s, loss=3.59, v_num=0]
    Epoch 1:  55%|█████▌    | 18661/33666 [11:38<09:21, 26.70it/s, loss=3.59, v_num=0]
    Epoch 1:  55%|█████▌    | 18661/33666 [11:38<09:21, 26.70it/s, loss=3.6, v_num=0] 
    Epoch 1:  55%|█████▌    | 18662/33666 [11:38<09:21, 26.70it/s, loss=3.6, v_num=0]
    Epoch 1:  55%|█████▌    | 18662/33666 [11:38<09:21, 26.70it/s, loss=3.67, v_num=0]
    Epoch 1:  55%|█████▌    | 18663/33666 [11:38<09:21, 26.70it/s, loss=3.67, v_num=0]
    Epoch 1:  55%|█████▌    | 18663/33666 [11:38<09:21, 26.70it/s, loss=3.61, v_num=0]
    Epoch 1:  55%|█████▌    | 18664/33666 [11:39<09:21, 26.70it/s, loss=3.61, v_num=0]
    Epoch 1:  55%|█████▌    | 18664/33666 [11:39<09:21, 26.70it/s, loss=3.65, v_num=0]
    Epoch 1:  55%|█████▌    | 18665/33666 [11:39<09:21, 26.70it/s, loss=3.65, v_num=0]
    Epoch 1:  55%|█████▌    | 18665/33666 [11:39<09:21, 26.70it/s, loss=3.7, v_num=0] 
    Epoch 1:  55%|█████▌    | 18666/33666 [11:39<09:21, 26.70it/s, loss=3.7, v_num=0]
    Epoch 1:  55%|█████▌    | 18666/33666 [11:39<09:21, 26.70it/s, loss=3.75, v_num=0]
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    Epoch 1:  55%|█████▌    | 18667/33666 [11:39<09:21, 26.70it/s, loss=3.69, v_num=0]
    Epoch 1:  55%|█████▌    | 18668/33666 [11:39<09:21, 26.70it/s, loss=3.69, v_num=0]
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    Epoch 1:  55%|█████▌    | 18669/33666 [11:39<09:21, 26.70it/s, loss=3.72, v_num=0]
    Epoch 1:  55%|█████▌    | 18669/33666 [11:39<09:21, 26.70it/s, loss=3.69, v_num=0]
    Epoch 1:  55%|█████▌    | 18670/33666 [11:39<09:21, 26.70it/s, loss=3.69, v_num=0]
    Epoch 1:  55%|█████▌    | 18670/33666 [11:39<09:21, 26.70it/s, loss=3.7, v_num=0] 
    Epoch 1:  55%|█████▌    | 18671/33666 [11:39<09:21, 26.70it/s, loss=3.7, v_num=0]
    Epoch 1:  55%|█████▌    | 18671/33666 [11:39<09:21, 26.70it/s, loss=3.67, v_num=0]
    Epoch 1:  55%|█████▌    | 18672/33666 [11:39<09:21, 26.70it/s, loss=3.67, v_num=0]
    Epoch 1:  55%|█████▌    | 18672/33666 [11:39<09:21, 26.70it/s, loss=3.73, v_num=0]
    Epoch 1:  55%|█████▌    | 18673/33666 [11:39<09:21, 26.70it/s, loss=3.73, v_num=0]
    Epoch 1:  55%|█████▌    | 18673/33666 [11:39<09:21, 26.70it/s, loss=3.81, v_num=0]
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    Epoch 1:  55%|█████▌    | 18674/33666 [11:39<09:21, 26.70it/s, loss=3.8, v_num=0] 
    Epoch 1:  55%|█████▌    | 18675/33666 [11:39<09:21, 26.70it/s, loss=3.8, v_num=0]
    Epoch 1:  55%|█████▌    | 18675/33666 [11:39<09:21, 26.70it/s, loss=3.75, v_num=0]
    Epoch 1:  55%|█████▌    | 18676/33666 [11:39<09:21, 26.70it/s, loss=3.75, v_num=0]
    Epoch 1:  55%|█████▌    | 18676/33666 [11:39<09:21, 26.70it/s, loss=3.7, v_num=0] 
    Epoch 1:  55%|█████▌    | 18677/33666 [11:39<09:21, 26.70it/s, loss=3.7, v_num=0]
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    Epoch 1:  55%|█████▌    | 18678/33666 [11:39<09:21, 26.70it/s, loss=3.64, v_num=0]
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    Epoch 1:  55%|█████▌    | 18680/33666 [11:39<09:21, 26.70it/s, loss=3.64, v_num=0]
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    Epoch 1:  55%|█████▌    | 18681/33666 [11:39<09:21, 26.70it/s, loss=3.69, v_num=0]
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    Epoch 1:  55%|█████▌    | 18683/33666 [11:39<09:21, 26.70it/s, loss=3.64, v_num=0]
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    Epoch 1:  55%|█████▌    | 18684/33666 [11:39<09:21, 26.70it/s, loss=3.58, v_num=0]
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    Epoch 1:  56%|█████▌    | 18686/33666 [11:39<09:21, 26.70it/s, loss=3.6, v_num=0] 
    Epoch 1:  56%|█████▌    | 18687/33666 [11:39<09:21, 26.70it/s, loss=3.6, v_num=0]
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    Epoch 1:  56%|█████▌    | 18807/33666 [11:44<09:16, 26.69it/s, loss=3.44, v_num=0]
    Epoch 1:  56%|█████▌    | 18807/33666 [11:44<09:16, 26.69it/s, loss=3.44, v_num=0]
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    Epoch 1:  56%|█████▌    | 18809/33666 [11:44<09:16, 26.69it/s, loss=3.53, v_num=0]
    Epoch 1:  56%|█████▌    | 18810/33666 [11:44<09:16, 26.69it/s, loss=3.53, v_num=0]
    Epoch 1:  56%|█████▌    | 18810/33666 [11:44<09:16, 26.69it/s, loss=3.49, v_num=0]
    Epoch 1:  56%|█████▌    | 18811/33666 [11:44<09:16, 26.69it/s, loss=3.49, v_num=0]
    Epoch 1:  56%|█████▌    | 18811/33666 [11:44<09:16, 26.69it/s, loss=3.6, v_num=0] 
    Epoch 1:  56%|█████▌    | 18812/33666 [11:44<09:16, 26.69it/s, loss=3.6, v_num=0]
    Epoch 1:  56%|█████▌    | 18812/33666 [11:44<09:16, 26.69it/s, loss=3.64, v_num=0]
    Epoch 1:  56%|█████▌    | 18813/33666 [11:44<09:16, 26.69it/s, loss=3.64, v_num=0]
    Epoch 1:  56%|█████▌    | 18813/33666 [11:44<09:16, 26.69it/s, loss=3.65, v_num=0]
    Epoch 1:  56%|█████▌    | 18814/33666 [11:44<09:16, 26.69it/s, loss=3.65, v_num=0]
    Epoch 1:  56%|█████▌    | 18814/33666 [11:44<09:16, 26.69it/s, loss=3.64, v_num=0]
    Epoch 1:  56%|█████▌    | 18815/33666 [11:44<09:16, 26.69it/s, loss=3.64, v_num=0]
    Epoch 1:  56%|█████▌    | 18815/33666 [11:44<09:16, 26.69it/s, loss=3.69, v_num=0]
    Epoch 1:  56%|█████▌    | 18816/33666 [11:44<09:16, 26.69it/s, loss=3.69, v_num=0]
    Epoch 1:  56%|█████▌    | 18816/33666 [11:44<09:16, 26.69it/s, loss=3.74, v_num=0]
    Epoch 1:  56%|█████▌    | 18817/33666 [11:44<09:16, 26.69it/s, loss=3.74, v_num=0]
    Epoch 1:  56%|█████▌    | 18817/33666 [11:44<09:16, 26.69it/s, loss=3.77, v_num=0]
    Epoch 1:  56%|█████▌    | 18818/33666 [11:44<09:16, 26.69it/s, loss=3.77, v_num=0]
    Epoch 1:  56%|█████▌    | 18818/33666 [11:44<09:16, 26.69it/s, loss=3.73, v_num=0]
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    Epoch 1:  56%|█████▌    | 18819/33666 [11:44<09:16, 26.69it/s, loss=3.68, v_num=0]
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    Epoch 1:  56%|█████▌    | 18820/33666 [11:45<09:16, 26.69it/s, loss=3.77, v_num=0]
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    Epoch 1:  56%|█████▌    | 18821/33666 [11:45<09:16, 26.69it/s, loss=3.75, v_num=0]
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    Epoch 1:  56%|█████▌    | 18822/33666 [11:45<09:16, 26.69it/s, loss=3.77, v_num=0]
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    Epoch 1:  56%|█████▌    | 18825/33666 [11:45<09:15, 26.69it/s, loss=3.76, v_num=0]
    Epoch 1:  56%|█████▌    | 18825/33666 [11:45<09:15, 26.69it/s, loss=3.73, v_num=0]
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    Epoch 1:  56%|█████▌    | 18826/33666 [11:45<09:15, 26.69it/s, loss=3.81, v_num=0]
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    Epoch 1:  56%|█████▌    | 18827/33666 [11:45<09:15, 26.69it/s, loss=3.8, v_num=0] 
    Epoch 1:  56%|█████▌    | 18828/33666 [11:45<09:15, 26.69it/s, loss=3.8, v_num=0]
    Epoch 1:  56%|█████▌    | 18828/33666 [11:45<09:15, 26.69it/s, loss=3.74, v_num=0]
    Epoch 1:  56%|█████▌    | 18829/33666 [11:45<09:15, 26.69it/s, loss=3.74, v_num=0]
    Epoch 1:  56%|█████▌    | 18829/33666 [11:45<09:15, 26.69it/s, loss=3.79, v_num=0]
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    Epoch 1:  56%|█████▌    | 18830/33666 [11:45<09:15, 26.69it/s, loss=3.79, v_num=0]
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    Epoch 1:  56%|█████▌    | 18831/33666 [11:45<09:15, 26.69it/s, loss=3.76, v_num=0]
    Epoch 1:  56%|█████▌    | 18832/33666 [11:45<09:15, 26.69it/s, loss=3.76, v_num=0]
    Epoch 1:  56%|█████▌    | 18832/33666 [11:45<09:15, 26.69it/s, loss=3.81, v_num=0]
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    Epoch 1:  57%|█████▋    | 19063/33666 [11:54<09:07, 26.67it/s, loss=3.64, v_num=0]
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    Epoch 1:  57%|█████▋    | 19065/33666 [11:54<09:07, 26.67it/s, loss=3.71, v_num=0]
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    Epoch 1:  57%|█████▋    | 19067/33666 [11:54<09:07, 26.67it/s, loss=3.78, v_num=0]
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    Epoch 1:  57%|█████▋    | 19069/33666 [11:54<09:07, 26.67it/s, loss=3.77, v_num=0]
    Epoch 1:  57%|█████▋    | 19069/33666 [11:54<09:07, 26.67it/s, loss=3.77, v_num=0]
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    Epoch 1:  57%|█████▋    | 19070/33666 [11:54<09:07, 26.67it/s, loss=3.82, v_num=0]
    Epoch 1:  57%|█████▋    | 19071/33666 [11:54<09:07, 26.67it/s, loss=3.82, v_num=0]
    Epoch 1:  57%|█████▋    | 19071/33666 [11:54<09:07, 26.67it/s, loss=3.88, v_num=0]
    Epoch 1:  57%|█████▋    | 19072/33666 [11:54<09:07, 26.67it/s, loss=3.88, v_num=0]
    Epoch 1:  57%|█████▋    | 19072/33666 [11:54<09:07, 26.67it/s, loss=3.91, v_num=0]
    Epoch 1:  57%|█████▋    | 19073/33666 [11:55<09:07, 26.67it/s, loss=3.91, v_num=0]
    Epoch 1:  57%|█████▋    | 19073/33666 [11:55<09:07, 26.67it/s, loss=4.05, v_num=0]
    Epoch 1:  57%|█████▋    | 19074/33666 [11:55<09:07, 26.68it/s, loss=4.05, v_num=0]
    Epoch 1:  57%|█████▋    | 19074/33666 [11:55<09:07, 26.68it/s, loss=4.02, v_num=0]
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    Epoch 1:  57%|█████▋    | 19076/33666 [11:55<09:06, 26.67it/s, loss=4.08, v_num=0]
    Epoch 1:  57%|█████▋    | 19076/33666 [11:55<09:06, 26.67it/s, loss=4.06, v_num=0]
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    Epoch 1:  57%|█████▋    | 19079/33666 [11:55<09:06, 26.68it/s, loss=4.02, v_num=0]
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    Epoch 1:  57%|█████▋    | 19080/33666 [11:55<09:06, 26.68it/s, loss=3.99, v_num=0]
    Epoch 1:  57%|█████▋    | 19081/33666 [11:55<09:06, 26.68it/s, loss=3.99, v_num=0]
    Epoch 1:  57%|█████▋    | 19081/33666 [11:55<09:06, 26.68it/s, loss=3.91, v_num=0]
    Epoch 1:  57%|█████▋    | 19082/33666 [11:55<09:06, 26.68it/s, loss=3.91, v_num=0]
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    Epoch 1:  57%|█████▋    | 19283/33666 [12:02<08:59, 26.68it/s, loss=3.64, v_num=0]
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    Epoch 1:  57%|█████▋    | 19291/33666 [12:03<08:58, 26.68it/s, loss=3.39, v_num=0]
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    Epoch 1:  57%|█████▋    | 19292/33666 [12:03<08:58, 26.68it/s, loss=3.41, v_num=0]
    Epoch 1:  57%|█████▋    | 19292/33666 [12:03<08:58, 26.68it/s, loss=3.4, v_num=0] 
    Epoch 1:  57%|█████▋    | 19293/33666 [12:03<08:58, 26.68it/s, loss=3.4, v_num=0]
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    Epoch 1:  57%|█████▋    | 19294/33666 [12:03<08:58, 26.68it/s, loss=3.56, v_num=0]
    Epoch 1:  57%|█████▋    | 19295/33666 [12:03<08:58, 26.68it/s, loss=3.56, v_num=0]
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    Epoch 1:  57%|█████▋    | 19298/33666 [12:03<08:58, 26.68it/s, loss=3.6, v_num=0] 
    Epoch 1:  57%|█████▋    | 19299/33666 [12:03<08:58, 26.68it/s, loss=3.6, v_num=0]
    Epoch 1:  57%|█████▋    | 19299/33666 [12:03<08:58, 26.68it/s, loss=3.7, v_num=0]
    Epoch 1:  57%|█████▋    | 19300/33666 [12:03<08:58, 26.68it/s, loss=3.7, v_num=0]
    Epoch 1:  57%|█████▋    | 19300/33666 [12:03<08:58, 26.68it/s, loss=3.7, v_num=0]
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    Epoch 1:  57%|█████▋    | 19301/33666 [12:03<08:58, 26.68it/s, loss=3.68, v_num=0]
    Epoch 1:  57%|█████▋    | 19302/33666 [12:03<08:58, 26.68it/s, loss=3.68, v_num=0]
    Epoch 1:  57%|█████▋    | 19302/33666 [12:03<08:58, 26.68it/s, loss=3.71, v_num=0]
    Epoch 1:  57%|█████▋    | 19303/33666 [12:03<08:58, 26.68it/s, loss=3.71, v_num=0]
    Epoch 1:  57%|█████▋    | 19303/33666 [12:03<08:58, 26.68it/s, loss=3.72, v_num=0]
    Epoch 1:  57%|█████▋    | 19304/33666 [12:03<08:58, 26.68it/s, loss=3.72, v_num=0]
    Epoch 1:  57%|█████▋    | 19304/33666 [12:03<08:58, 26.68it/s, loss=3.79, v_num=0]
    Epoch 1:  57%|█████▋    | 19305/33666 [12:03<08:58, 26.68it/s, loss=3.79, v_num=0]
    Epoch 1:  57%|█████▋    | 19305/33666 [12:03<08:58, 26.68it/s, loss=3.79, v_num=0]
    Epoch 1:  57%|█████▋    | 19306/33666 [12:03<08:58, 26.68it/s, loss=3.79, v_num=0]
    Epoch 1:  57%|█████▋    | 19306/33666 [12:03<08:58, 26.68it/s, loss=3.78, v_num=0]
    Epoch 1:  57%|█████▋    | 19307/33666 [12:03<08:58, 26.68it/s, loss=3.78, v_num=0]
    Epoch 1:  57%|█████▋    | 19307/33666 [12:03<08:58, 26.68it/s, loss=3.8, v_num=0] 
    Epoch 1:  57%|█████▋    | 19308/33666 [12:03<08:58, 26.68it/s, loss=3.8, v_num=0]
    Epoch 1:  57%|█████▋    | 19308/33666 [12:03<08:58, 26.68it/s, loss=3.94, v_num=0]
    Epoch 1:  57%|█████▋    | 19309/33666 [12:03<08:58, 26.68it/s, loss=3.94, v_num=0]
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    Epoch 1:  57%|█████▋    | 19310/33666 [12:03<08:58, 26.68it/s, loss=3.94, v_num=0]
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    Epoch 1:  57%|█████▋    | 19311/33666 [12:03<08:58, 26.68it/s, loss=3.95, v_num=0]
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    Epoch 1:  57%|█████▋    | 19312/33666 [12:03<08:57, 26.68it/s, loss=4.05, v_num=0]
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    Epoch 1:  57%|█████▋    | 19313/33666 [12:03<08:57, 26.68it/s, loss=4, v_num=0]   
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    Epoch 1:  57%|█████▋    | 19314/33666 [12:03<08:57, 26.68it/s, loss=3.95, v_num=0]
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    Epoch 1:  57%|█████▋    | 19315/33666 [12:03<08:57, 26.68it/s, loss=3.95, v_num=0]
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    Epoch 1:  57%|█████▋    | 19316/33666 [12:03<08:57, 26.68it/s, loss=4.02, v_num=0]
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    Epoch 1:  58%|█████▊    | 19362/33666 [12:05<08:56, 26.68it/s, loss=3.8, v_num=0]
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    Epoch 1:  58%|█████▊    | 19381/33666 [12:06<08:55, 26.68it/s, loss=4.1, v_num=0]
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    Epoch 1:  58%|█████▊    | 19382/33666 [12:06<08:55, 26.68it/s, loss=4.02, v_num=0]
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    Epoch 1:  58%|█████▊    | 19408/33666 [12:07<08:54, 26.68it/s, loss=3.86, v_num=0]
    Epoch 1:  58%|█████▊    | 19408/33666 [12:07<08:54, 26.68it/s, loss=3.86, v_num=0]
    Epoch 1:  58%|█████▊    | 19409/33666 [12:07<08:54, 26.68it/s, loss=3.86, v_num=0]
    Epoch 1:  58%|█████▊    | 19409/33666 [12:07<08:54, 26.68it/s, loss=3.77, v_num=0]
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    Epoch 1:  58%|█████▊    | 19415/33666 [12:07<08:54, 26.68it/s, loss=3.8, v_num=0]
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    Epoch 1:  58%|█████▊    | 19416/33666 [12:07<08:54, 26.68it/s, loss=3.87, v_num=0]
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    Epoch 1:  58%|█████▊    | 19418/33666 [12:07<08:54, 26.68it/s, loss=3.79, v_num=0]
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    Epoch 1:  58%|█████▊    | 19420/33666 [12:07<08:53, 26.68it/s, loss=3.75, v_num=0]
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    Epoch 1:  58%|█████▊    | 19421/33666 [12:07<08:53, 26.68it/s, loss=3.76, v_num=0]
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    Epoch 1:  58%|█████▊    | 19424/33666 [12:07<08:53, 26.68it/s, loss=3.74, v_num=0]
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    Epoch 1:  58%|█████▊    | 19426/33666 [12:08<08:53, 26.68it/s, loss=3.75, v_num=0]
    Epoch 1:  58%|█████▊    | 19427/33666 [12:08<08:53, 26.68it/s, loss=3.75, v_num=0]
    Epoch 1:  58%|█████▊    | 19427/33666 [12:08<08:53, 26.68it/s, loss=3.81, v_num=0]
    Epoch 1:  58%|█████▊    | 19428/33666 [12:08<08:53, 26.68it/s, loss=3.81, v_num=0]
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    Epoch 1:  58%|█████▊    | 19429/33666 [12:08<08:53, 26.68it/s, loss=3.75, v_num=0]
    Epoch 1:  58%|█████▊    | 19430/33666 [12:08<08:53, 26.68it/s, loss=3.75, v_num=0]
    Epoch 1:  58%|█████▊    | 19430/33666 [12:08<08:53, 26.68it/s, loss=3.81, v_num=0]
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    Epoch 1:  58%|█████▊    | 19431/33666 [12:08<08:53, 26.68it/s, loss=3.82, v_num=0]
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    Epoch 1:  58%|█████▊    | 19432/33666 [12:08<08:53, 26.68it/s, loss=3.78, v_num=0]
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    Epoch 1:  58%|█████▊    | 19433/33666 [12:08<08:53, 26.68it/s, loss=3.79, v_num=0]
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    Epoch 1:  58%|█████▊    | 19434/33666 [12:08<08:53, 26.68it/s, loss=3.81, v_num=0]
    Epoch 1:  58%|█████▊    | 19435/33666 [12:08<08:53, 26.68it/s, loss=3.81, v_num=0]
    Epoch 1:  58%|█████▊    | 19435/33666 [12:08<08:53, 26.68it/s, loss=3.82, v_num=0]
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    Epoch 1:  58%|█████▊    | 19436/33666 [12:08<08:53, 26.68it/s, loss=3.71, v_num=0]
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    Epoch 1:  58%|█████▊    | 19438/33666 [12:08<08:53, 26.68it/s, loss=3.61, v_num=0]
    Epoch 1:  58%|█████▊    | 19439/33666 [12:08<08:53, 26.68it/s, loss=3.61, v_num=0]
    Epoch 1:  58%|█████▊    | 19439/33666 [12:08<08:53, 26.68it/s, loss=3.63, v_num=0]
    Epoch 1:  58%|█████▊    | 19440/33666 [12:08<08:53, 26.68it/s, loss=3.63, v_num=0]
    Epoch 1:  58%|█████▊    | 19440/33666 [12:08<08:53, 26.68it/s, loss=3.58, v_num=0]
    Epoch 1:  58%|█████▊    | 19441/33666 [12:08<08:53, 26.68it/s, loss=3.58, v_num=0]
    Epoch 1:  58%|█████▊    | 19441/33666 [12:08<08:53, 26.68it/s, loss=3.62, v_num=0]
    Epoch 1:  58%|█████▊    | 19442/33666 [12:08<08:53, 26.68it/s, loss=3.62, v_num=0]
    Epoch 1:  58%|█████▊    | 19442/33666 [12:08<08:53, 26.68it/s, loss=3.65, v_num=0]
    Epoch 1:  58%|█████▊    | 19443/33666 [12:08<08:53, 26.68it/s, loss=3.65, v_num=0]
    Epoch 1:  58%|█████▊    | 19443/33666 [12:08<08:53, 26.68it/s, loss=3.57, v_num=0]
    Epoch 1:  58%|█████▊    | 19444/33666 [12:08<08:53, 26.68it/s, loss=3.57, v_num=0]
    Epoch 1:  58%|█████▊    | 19444/33666 [12:08<08:53, 26.68it/s, loss=3.52, v_num=0]
    Epoch 1:  58%|█████▊    | 19445/33666 [12:08<08:52, 26.68it/s, loss=3.52, v_num=0]
    Epoch 1:  58%|█████▊    | 19445/33666 [12:08<08:52, 26.68it/s, loss=3.6, v_num=0] 
    Epoch 1:  58%|█████▊    | 19446/33666 [12:08<08:52, 26.68it/s, loss=3.6, v_num=0]
    Epoch 1:  58%|█████▊    | 19446/33666 [12:08<08:52, 26.68it/s, loss=3.58, v_num=0]
    Epoch 1:  58%|█████▊    | 19447/33666 [12:08<08:52, 26.68it/s, loss=3.58, v_num=0]
    Epoch 1:  58%|█████▊    | 19447/33666 [12:08<08:52, 26.68it/s, loss=3.46, v_num=0]
    Epoch 1:  58%|█████▊    | 19448/33666 [12:08<08:52, 26.68it/s, loss=3.46, v_num=0]
    Epoch 1:  58%|█████▊    | 19448/33666 [12:08<08:52, 26.68it/s, loss=3.4, v_num=0] 
    Epoch 1:  58%|█████▊    | 19449/33666 [12:08<08:52, 26.68it/s, loss=3.4, v_num=0]
    Epoch 1:  58%|█████▊    | 19449/33666 [12:08<08:52, 26.68it/s, loss=3.46, v_num=0]
    Epoch 1:  58%|█████▊    | 19450/33666 [12:08<08:52, 26.68it/s, loss=3.46, v_num=0]
    Epoch 1:  58%|█████▊    | 19450/33666 [12:08<08:52, 26.68it/s, loss=3.41, v_num=0]
    Epoch 1:  58%|█████▊    | 19451/33666 [12:09<08:52, 26.68it/s, loss=3.41, v_num=0]
    Epoch 1:  58%|█████▊    | 19451/33666 [12:09<08:52, 26.68it/s, loss=3.36, v_num=0]
    Epoch 1:  58%|█████▊    | 19452/33666 [12:09<08:52, 26.68it/s, loss=3.36, v_num=0]
    Epoch 1:  58%|█████▊    | 19452/33666 [12:09<08:52, 26.68it/s, loss=3.37, v_num=0]
    Epoch 1:  58%|█████▊    | 19453/33666 [12:09<08:52, 26.68it/s, loss=3.37, v_num=0]
    Epoch 1:  58%|█████▊    | 19453/33666 [12:09<08:52, 26.68it/s, loss=3.39, v_num=0]
    Epoch 1:  58%|█████▊    | 19454/33666 [12:09<08:52, 26.68it/s, loss=3.39, v_num=0]
    Epoch 1:  58%|█████▊    | 19454/33666 [12:09<08:52, 26.68it/s, loss=3.43, v_num=0]
    Epoch 1:  58%|█████▊    | 19455/33666 [12:09<08:52, 26.68it/s, loss=3.43, v_num=0]
    Epoch 1:  58%|█████▊    | 19455/33666 [12:09<08:52, 26.68it/s, loss=3.5, v_num=0] 
    Epoch 1:  58%|█████▊    | 19456/33666 [12:09<08:52, 26.68it/s, loss=3.5, v_num=0]
    Epoch 1:  58%|█████▊    | 19456/33666 [12:09<08:52, 26.68it/s, loss=3.52, v_num=0]
    Epoch 1:  58%|█████▊    | 19457/33666 [12:09<08:52, 26.68it/s, loss=3.52, v_num=0]
    Epoch 1:  58%|█████▊    | 19457/33666 [12:09<08:52, 26.68it/s, loss=3.63, v_num=0]
    Epoch 1:  58%|█████▊    | 19458/33666 [12:09<08:52, 26.68it/s, loss=3.63, v_num=0]
    Epoch 1:  58%|█████▊    | 19458/33666 [12:09<08:52, 26.68it/s, loss=3.65, v_num=0]
    Epoch 1:  58%|█████▊    | 19459/33666 [12:09<08:52, 26.68it/s, loss=3.65, v_num=0]
    Epoch 1:  58%|█████▊    | 19459/33666 [12:09<08:52, 26.68it/s, loss=3.61, v_num=0]
    Epoch 1:  58%|█████▊    | 19460/33666 [12:09<08:52, 26.68it/s, loss=3.61, v_num=0]
    Epoch 1:  58%|█████▊    | 19460/33666 [12:09<08:52, 26.68it/s, loss=3.66, v_num=0]
    Epoch 1:  58%|█████▊    | 19461/33666 [12:09<08:52, 26.68it/s, loss=3.66, v_num=0]
    Epoch 1:  58%|█████▊    | 19461/33666 [12:09<08:52, 26.68it/s, loss=3.59, v_num=0]
    Epoch 1:  58%|█████▊    | 19462/33666 [12:09<08:52, 26.68it/s, loss=3.59, v_num=0]
    Epoch 1:  58%|█████▊    | 19462/33666 [12:09<08:52, 26.68it/s, loss=3.61, v_num=0]
    Epoch 1:  58%|█████▊    | 19463/33666 [12:09<08:52, 26.68it/s, loss=3.61, v_num=0]
    Epoch 1:  58%|█████▊    | 19463/33666 [12:09<08:52, 26.68it/s, loss=3.66, v_num=0]
    Epoch 1:  58%|█████▊    | 19464/33666 [12:09<08:52, 26.68it/s, loss=3.66, v_num=0]
    Epoch 1:  58%|█████▊    | 19464/33666 [12:09<08:52, 26.68it/s, loss=3.67, v_num=0]
    Epoch 1:  58%|█████▊    | 19465/33666 [12:09<08:52, 26.68it/s, loss=3.67, v_num=0]
    Epoch 1:  58%|█████▊    | 19465/33666 [12:09<08:52, 26.68it/s, loss=3.64, v_num=0]
    Epoch 1:  58%|█████▊    | 19466/33666 [12:09<08:52, 26.68it/s, loss=3.64, v_num=0]
    Epoch 1:  58%|█████▊    | 19466/33666 [12:09<08:52, 26.68it/s, loss=3.68, v_num=0]
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    Epoch 1:  58%|█████▊    | 19467/33666 [12:09<08:52, 26.68it/s, loss=3.8, v_num=0] 
    Epoch 1:  58%|█████▊    | 19468/33666 [12:09<08:52, 26.68it/s, loss=3.8, v_num=0]
    Epoch 1:  58%|█████▊    | 19468/33666 [12:09<08:52, 26.68it/s, loss=3.87, v_num=0]
    Epoch 1:  58%|█████▊    | 19469/33666 [12:09<08:52, 26.68it/s, loss=3.87, v_num=0]
    Epoch 1:  58%|█████▊    | 19469/33666 [12:09<08:52, 26.68it/s, loss=3.91, v_num=0]
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    Epoch 1:  58%|█████▊    | 19470/33666 [12:09<08:52, 26.68it/s, loss=3.97, v_num=0]
    Epoch 1:  58%|█████▊    | 19471/33666 [12:09<08:51, 26.68it/s, loss=3.97, v_num=0]
    Epoch 1:  58%|█████▊    | 19471/33666 [12:09<08:51, 26.68it/s, loss=3.97, v_num=0]
    Epoch 1:  58%|█████▊    | 19472/33666 [12:09<08:51, 26.68it/s, loss=3.97, v_num=0]
    Epoch 1:  58%|█████▊    | 19472/33666 [12:09<08:51, 26.68it/s, loss=3.94, v_num=0]
    Epoch 1:  58%|█████▊    | 19473/33666 [12:09<08:51, 26.68it/s, loss=3.94, v_num=0]
    Epoch 1:  58%|█████▊    | 19473/33666 [12:09<08:51, 26.68it/s, loss=4, v_num=0]   
    Epoch 1:  58%|█████▊    | 19474/33666 [12:09<08:51, 26.68it/s, loss=4, v_num=0]
    Epoch 1:  58%|█████▊    | 19474/33666 [12:09<08:51, 26.68it/s, loss=4.03, v_num=0]
    Epoch 1:  58%|█████▊    | 19475/33666 [12:09<08:51, 26.68it/s, loss=4.03, v_num=0]
    Epoch 1:  58%|█████▊    | 19475/33666 [12:09<08:51, 26.68it/s, loss=4.03, v_num=0]
    Epoch 1:  58%|█████▊    | 19476/33666 [12:09<08:51, 26.68it/s, loss=4.03, v_num=0]
    Epoch 1:  58%|█████▊    | 19476/33666 [12:09<08:51, 26.68it/s, loss=4.12, v_num=0]
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    Epoch 1:  58%|█████▊    | 19615/33666 [12:15<08:46, 26.69it/s, loss=3.7, v_num=0]
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    Epoch 1:  59%|█████▊    | 19762/33666 [12:20<08:41, 26.68it/s, loss=3.8, v_num=0]
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    Epoch 1:  59%|█████▊    | 19772/33666 [12:20<08:40, 26.68it/s, loss=3.75, v_num=0]
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    Epoch 1:  59%|█████▉    | 19782/33666 [12:21<08:40, 26.68it/s, loss=3.91, v_num=0]
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    Epoch 1:  59%|█████▉    | 19792/33666 [12:21<08:39, 26.68it/s, loss=3.92, v_num=0]
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    Epoch 1:  59%|█████▉    | 19805/33666 [12:22<08:39, 26.69it/s, loss=3.87, v_num=0]
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    Epoch 1:  59%|█████▉    | 19828/33666 [12:22<08:38, 26.69it/s, loss=3.78, v_num=0]
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    Epoch 1:  59%|█████▉    | 19829/33666 [12:23<08:38, 26.69it/s, loss=3.81, v_num=0]
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    Epoch 1:  59%|█████▉    | 19832/33666 [12:23<08:38, 26.69it/s, loss=3.76, v_num=0]
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    Epoch 1:  59%|█████▉    | 19833/33666 [12:23<08:38, 26.69it/s, loss=3.84, v_num=0]
    Epoch 1:  59%|█████▉    | 19834/33666 [12:23<08:38, 26.69it/s, loss=3.84, v_num=0]
    Epoch 1:  59%|█████▉    | 19834/33666 [12:23<08:38, 26.69it/s, loss=3.97, v_num=0]
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    Epoch 1:  59%|█████▉    | 19835/33666 [12:23<08:38, 26.69it/s, loss=4.04, v_num=0]
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    Epoch 1:  59%|█████▉    | 19836/33666 [12:23<08:38, 26.69it/s, loss=4.02, v_num=0]
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    Epoch 1:  59%|█████▉    | 19837/33666 [12:23<08:38, 26.69it/s, loss=4.06, v_num=0]
    Epoch 1:  59%|█████▉    | 19838/33666 [12:23<08:38, 26.69it/s, loss=4.06, v_num=0]
    Epoch 1:  59%|█████▉    | 19838/33666 [12:23<08:38, 26.69it/s, loss=4.08, v_num=0]
    Epoch 1:  59%|█████▉    | 19839/33666 [12:23<08:38, 26.69it/s, loss=4.08, v_num=0]
    Epoch 1:  59%|█████▉    | 19839/33666 [12:23<08:38, 26.69it/s, loss=4.03, v_num=0]
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    Epoch 1:  59%|█████▉    | 19840/33666 [12:23<08:38, 26.69it/s, loss=4.02, v_num=0]
    Epoch 1:  59%|█████▉    | 19841/33666 [12:23<08:38, 26.69it/s, loss=4.02, v_num=0]
    Epoch 1:  59%|█████▉    | 19841/33666 [12:23<08:38, 26.69it/s, loss=4, v_num=0]   
    Epoch 1:  59%|█████▉    | 19842/33666 [12:23<08:37, 26.69it/s, loss=4, v_num=0]
    Epoch 1:  59%|█████▉    | 19842/33666 [12:23<08:37, 26.69it/s, loss=4.09, v_num=0]
    Epoch 1:  59%|█████▉    | 19843/33666 [12:23<08:37, 26.69it/s, loss=4.09, v_num=0]
    Epoch 1:  59%|█████▉    | 19843/33666 [12:23<08:37, 26.69it/s, loss=4.11, v_num=0]
    Epoch 1:  59%|█████▉    | 19844/33666 [12:23<08:37, 26.69it/s, loss=4.11, v_num=0]
    Epoch 1:  59%|█████▉    | 19844/33666 [12:23<08:37, 26.69it/s, loss=4.14, v_num=0]
    Epoch 1:  59%|█████▉    | 19845/33666 [12:23<08:37, 26.69it/s, loss=4.14, v_num=0]
    Epoch 1:  59%|█████▉    | 19845/33666 [12:23<08:37, 26.69it/s, loss=4.13, v_num=0]
    Epoch 1:  59%|█████▉    | 19846/33666 [12:23<08:37, 26.69it/s, loss=4.13, v_num=0]
    Epoch 1:  59%|█████▉    | 19846/33666 [12:23<08:37, 26.69it/s, loss=4.02, v_num=0]
    Epoch 1:  59%|█████▉    | 19847/33666 [12:23<08:37, 26.69it/s, loss=4.02, v_num=0]
    Epoch 1:  59%|█████▉    | 19847/33666 [12:23<08:37, 26.69it/s, loss=4.04, v_num=0]
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    Epoch 1:  59%|█████▉    | 19848/33666 [12:23<08:37, 26.69it/s, loss=4.06, v_num=0]
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    Epoch 1:  59%|█████▉    | 19849/33666 [12:23<08:37, 26.69it/s, loss=4, v_num=0]   
    Epoch 1:  59%|█████▉    | 19850/33666 [12:23<08:37, 26.69it/s, loss=4, v_num=0]
    Epoch 1:  59%|█████▉    | 19850/33666 [12:23<08:37, 26.69it/s, loss=3.9, v_num=0]
    Epoch 1:  59%|█████▉    | 19851/33666 [12:23<08:37, 26.69it/s, loss=3.9, v_num=0]
    Epoch 1:  59%|█████▉    | 19851/33666 [12:23<08:37, 26.69it/s, loss=3.91, v_num=0]
    Epoch 1:  59%|█████▉    | 19852/33666 [12:23<08:37, 26.69it/s, loss=3.91, v_num=0]
    Epoch 1:  59%|█████▉    | 19852/33666 [12:23<08:37, 26.69it/s, loss=3.89, v_num=0]
    Epoch 1:  59%|█████▉    | 19853/33666 [12:23<08:37, 26.69it/s, loss=3.89, v_num=0]
    Epoch 1:  59%|█████▉    | 19853/33666 [12:23<08:37, 26.69it/s, loss=3.86, v_num=0]
    Epoch 1:  59%|█████▉    | 19854/33666 [12:23<08:37, 26.69it/s, loss=3.86, v_num=0]
    Epoch 1:  59%|█████▉    | 19854/33666 [12:23<08:37, 26.69it/s, loss=3.72, v_num=0]
    Epoch 1:  59%|█████▉    | 19855/33666 [12:23<08:37, 26.69it/s, loss=3.72, v_num=0]
    Epoch 1:  59%|█████▉    | 19855/33666 [12:23<08:37, 26.69it/s, loss=3.66, v_num=0]
    Epoch 1:  59%|█████▉    | 19856/33666 [12:23<08:37, 26.69it/s, loss=3.66, v_num=0]
    Epoch 1:  59%|█████▉    | 19856/33666 [12:23<08:37, 26.69it/s, loss=3.66, v_num=0]
    Epoch 1:  59%|█████▉    | 19857/33666 [12:23<08:37, 26.69it/s, loss=3.66, v_num=0]
    Epoch 1:  59%|█████▉    | 19857/33666 [12:23<08:37, 26.69it/s, loss=3.62, v_num=0]
    Epoch 1:  59%|█████▉    | 19858/33666 [12:23<08:37, 26.69it/s, loss=3.62, v_num=0]
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    Epoch 1:  59%|█████▉    | 19859/33666 [12:23<08:37, 26.69it/s, loss=3.61, v_num=0]
    Epoch 1:  59%|█████▉    | 19859/33666 [12:24<08:37, 26.69it/s, loss=3.53, v_num=0]
    Epoch 1:  59%|█████▉    | 19860/33666 [12:24<08:37, 26.69it/s, loss=3.53, v_num=0]
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    Epoch 1:  59%|█████▉    | 19861/33666 [12:24<08:37, 26.69it/s, loss=3.47, v_num=0]
    Epoch 1:  59%|█████▉    | 19861/33666 [12:24<08:37, 26.69it/s, loss=3.61, v_num=0]
    Epoch 1:  59%|█████▉    | 19862/33666 [12:24<08:37, 26.69it/s, loss=3.61, v_num=0]
    Epoch 1:  59%|█████▉    | 19862/33666 [12:24<08:37, 26.69it/s, loss=3.59, v_num=0]
    Epoch 1:  59%|█████▉    | 19863/33666 [12:24<08:37, 26.69it/s, loss=3.59, v_num=0]
    Epoch 1:  59%|█████▉    | 19863/33666 [12:24<08:37, 26.69it/s, loss=3.61, v_num=0]
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    Epoch 1:  59%|█████▉    | 19867/33666 [12:24<08:36, 26.69it/s, loss=3.72, v_num=0]
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    Epoch 1:  59%|█████▉    | 19871/33666 [12:24<08:36, 26.69it/s, loss=3.8, v_num=0]
    Epoch 1:  59%|█████▉    | 19871/33666 [12:24<08:36, 26.69it/s, loss=3.88, v_num=0]
    Epoch 1:  59%|█████▉    | 19872/33666 [12:24<08:36, 26.69it/s, loss=3.88, v_num=0]
    Epoch 1:  59%|█████▉    | 19872/33666 [12:24<08:36, 26.69it/s, loss=3.88, v_num=0]
    Epoch 1:  59%|█████▉    | 19873/33666 [12:24<08:36, 26.69it/s, loss=3.88, v_num=0]
    Epoch 1:  59%|█████▉    | 19873/33666 [12:24<08:36, 26.69it/s, loss=3.98, v_num=0]
    Epoch 1:  59%|█████▉    | 19874/33666 [12:24<08:36, 26.70it/s, loss=3.98, v_num=0]
    Epoch 1:  59%|█████▉    | 19874/33666 [12:24<08:36, 26.70it/s, loss=4.05, v_num=0]
    Epoch 1:  59%|█████▉    | 19875/33666 [12:24<08:36, 26.70it/s, loss=4.05, v_num=0]
    Epoch 1:  59%|█████▉    | 19875/33666 [12:24<08:36, 26.70it/s, loss=4.03, v_num=0]
    Epoch 1:  59%|█████▉    | 19876/33666 [12:24<08:36, 26.70it/s, loss=4.03, v_num=0]
    Epoch 1:  59%|█████▉    | 19876/33666 [12:24<08:36, 26.70it/s, loss=4.01, v_num=0]
    Epoch 1:  59%|█████▉    | 19877/33666 [12:24<08:36, 26.70it/s, loss=4.01, v_num=0]
    Epoch 1:  59%|█████▉    | 19877/33666 [12:24<08:36, 26.70it/s, loss=4.07, v_num=0]
    Epoch 1:  59%|█████▉    | 19878/33666 [12:24<08:36, 26.70it/s, loss=4.07, v_num=0]
    Epoch 1:  59%|█████▉    | 19878/33666 [12:24<08:36, 26.70it/s, loss=4.12, v_num=0]
    Epoch 1:  59%|█████▉    | 19879/33666 [12:24<08:36, 26.70it/s, loss=4.12, v_num=0]
    Epoch 1:  59%|█████▉    | 19879/33666 [12:24<08:36, 26.70it/s, loss=4.27, v_num=0]
    Epoch 1:  59%|█████▉    | 19880/33666 [12:24<08:36, 26.70it/s, loss=4.27, v_num=0]
    Epoch 1:  59%|█████▉    | 19880/33666 [12:24<08:36, 26.70it/s, loss=4.32, v_num=0]
    Epoch 1:  59%|█████▉    | 19881/33666 [12:24<08:36, 26.70it/s, loss=4.32, v_num=0]
    Epoch 1:  59%|█████▉    | 19881/33666 [12:24<08:36, 26.70it/s, loss=4.19, v_num=0]
    Epoch 1:  59%|█████▉    | 19882/33666 [12:24<08:36, 26.70it/s, loss=4.19, v_num=0]
    Epoch 1:  59%|█████▉    | 19882/33666 [12:24<08:36, 26.70it/s, loss=4.1, v_num=0] 
    Epoch 1:  59%|█████▉    | 19883/33666 [12:24<08:36, 26.70it/s, loss=4.1, v_num=0]
    Epoch 1:  59%|█████▉    | 19883/33666 [12:24<08:36, 26.70it/s, loss=4.08, v_num=0]
    Epoch 1:  59%|█████▉    | 19884/33666 [12:24<08:36, 26.70it/s, loss=4.08, v_num=0]
    Epoch 1:  59%|█████▉    | 19884/33666 [12:24<08:36, 26.70it/s, loss=3.97, v_num=0]
    Epoch 1:  59%|█████▉    | 19885/33666 [12:24<08:36, 26.70it/s, loss=3.97, v_num=0]
    Epoch 1:  59%|█████▉    | 19885/33666 [12:24<08:36, 26.70it/s, loss=3.94, v_num=0]
    Epoch 1:  59%|█████▉    | 19886/33666 [12:24<08:36, 26.70it/s, loss=3.94, v_num=0]
    Epoch 1:  59%|█████▉    | 19886/33666 [12:24<08:36, 26.70it/s, loss=3.93, v_num=0]
    Epoch 1:  59%|█████▉    | 19887/33666 [12:24<08:36, 26.70it/s, loss=3.93, v_num=0]
    Epoch 1:  59%|█████▉    | 19887/33666 [12:24<08:36, 26.70it/s, loss=3.93, v_num=0]
    Epoch 1:  59%|█████▉    | 19888/33666 [12:24<08:36, 26.70it/s, loss=3.93, v_num=0]
    Epoch 1:  59%|█████▉    | 19888/33666 [12:24<08:36, 26.70it/s, loss=3.88, v_num=0]
    Epoch 1:  59%|█████▉    | 19889/33666 [12:24<08:36, 26.70it/s, loss=3.88, v_num=0]
    Epoch 1:  59%|█████▉    | 19889/33666 [12:24<08:36, 26.70it/s, loss=3.95, v_num=0]
    Epoch 1:  59%|█████▉    | 19890/33666 [12:24<08:35, 26.70it/s, loss=3.95, v_num=0]
    Epoch 1:  59%|█████▉    | 19890/33666 [12:24<08:35, 26.70it/s, loss=3.94, v_num=0]
    Epoch 1:  59%|█████▉    | 19891/33666 [12:25<08:35, 26.70it/s, loss=3.94, v_num=0]
    Epoch 1:  59%|█████▉    | 19891/33666 [12:25<08:35, 26.70it/s, loss=3.91, v_num=0]
    Epoch 1:  59%|█████▉    | 19892/33666 [12:25<08:35, 26.70it/s, loss=3.91, v_num=0]
    Epoch 1:  59%|█████▉    | 19892/33666 [12:25<08:35, 26.70it/s, loss=3.93, v_num=0]
    Epoch 1:  59%|█████▉    | 19893/33666 [12:25<08:35, 26.70it/s, loss=3.93, v_num=0]
    Epoch 1:  59%|█████▉    | 19893/33666 [12:25<08:35, 26.70it/s, loss=3.87, v_num=0]
    Epoch 1:  59%|█████▉    | 19894/33666 [12:25<08:35, 26.70it/s, loss=3.87, v_num=0]
    Epoch 1:  59%|█████▉    | 19894/33666 [12:25<08:35, 26.70it/s, loss=3.9, v_num=0] 
    Epoch 1:  59%|█████▉    | 19895/33666 [12:25<08:35, 26.70it/s, loss=3.9, v_num=0]
    Epoch 1:  59%|█████▉    | 19895/33666 [12:25<08:35, 26.70it/s, loss=3.95, v_num=0]
    Epoch 1:  59%|█████▉    | 19896/33666 [12:25<08:35, 26.70it/s, loss=3.95, v_num=0]
    Epoch 1:  59%|█████▉    | 19896/33666 [12:25<08:35, 26.70it/s, loss=3.95, v_num=0]
    Epoch 1:  59%|█████▉    | 19897/33666 [12:25<08:35, 26.70it/s, loss=3.95, v_num=0]
    Epoch 1:  59%|█████▉    | 19897/33666 [12:25<08:35, 26.70it/s, loss=3.95, v_num=0]
    Epoch 1:  59%|█████▉    | 19898/33666 [12:25<08:35, 26.70it/s, loss=3.95, v_num=0]
    Epoch 1:  59%|█████▉    | 19898/33666 [12:25<08:35, 26.70it/s, loss=3.93, v_num=0]
    Epoch 1:  59%|█████▉    | 19899/33666 [12:25<08:35, 26.70it/s, loss=3.93, v_num=0]
    Epoch 1:  59%|█████▉    | 19899/33666 [12:25<08:35, 26.70it/s, loss=3.92, v_num=0]
    Epoch 1:  59%|█████▉    | 19900/33666 [12:25<08:35, 26.70it/s, loss=3.92, v_num=0]
    Epoch 1:  59%|█████▉    | 19900/33666 [12:25<08:35, 26.70it/s, loss=3.95, v_num=0]
    Epoch 1:  59%|█████▉    | 19901/33666 [12:25<08:35, 26.70it/s, loss=3.95, v_num=0]
    Epoch 1:  59%|█████▉    | 19901/33666 [12:25<08:35, 26.70it/s, loss=3.96, v_num=0]
    Epoch 1:  59%|█████▉    | 19902/33666 [12:25<08:35, 26.70it/s, loss=3.96, v_num=0]
    Epoch 1:  59%|█████▉    | 19902/33666 [12:25<08:35, 26.70it/s, loss=3.97, v_num=0]
    Epoch 1:  59%|█████▉    | 19903/33666 [12:25<08:35, 26.70it/s, loss=3.97, v_num=0]
    Epoch 1:  59%|█████▉    | 19903/33666 [12:25<08:35, 26.70it/s, loss=3.96, v_num=0]
    Epoch 1:  59%|█████▉    | 19904/33666 [12:25<08:35, 26.70it/s, loss=3.96, v_num=0]
    Epoch 1:  59%|█████▉    | 19904/33666 [12:25<08:35, 26.70it/s, loss=3.93, v_num=0]
    Epoch 1:  59%|█████▉    | 19905/33666 [12:25<08:35, 26.70it/s, loss=3.93, v_num=0]
    Epoch 1:  59%|█████▉    | 19905/33666 [12:25<08:35, 26.70it/s, loss=4, v_num=0]   
    Epoch 1:  59%|█████▉    | 19906/33666 [12:25<08:35, 26.70it/s, loss=4, v_num=0]
    Epoch 1:  59%|█████▉    | 19906/33666 [12:25<08:35, 26.70it/s, loss=4.05, v_num=0]
    Epoch 1:  59%|█████▉    | 19907/33666 [12:25<08:35, 26.70it/s, loss=4.05, v_num=0]
    Epoch 1:  59%|█████▉    | 19907/33666 [12:25<08:35, 26.70it/s, loss=3.99, v_num=0]
    Epoch 1:  59%|█████▉    | 19908/33666 [12:25<08:35, 26.70it/s, loss=3.99, v_num=0]
    Epoch 1:  59%|█████▉    | 19908/33666 [12:25<08:35, 26.70it/s, loss=4, v_num=0]   
    Epoch 1:  59%|█████▉    | 19909/33666 [12:25<08:35, 26.70it/s, loss=4, v_num=0]
    Epoch 1:  59%|█████▉    | 19909/33666 [12:25<08:35, 26.70it/s, loss=3.91, v_num=0]
    Epoch 1:  59%|█████▉    | 19910/33666 [12:25<08:35, 26.70it/s, loss=3.91, v_num=0]
    Epoch 1:  59%|█████▉    | 19910/33666 [12:25<08:35, 26.70it/s, loss=3.88, v_num=0]
    Epoch 1:  59%|█████▉    | 19911/33666 [12:25<08:35, 26.70it/s, loss=3.88, v_num=0]
    Epoch 1:  59%|█████▉    | 19911/33666 [12:25<08:35, 26.70it/s, loss=3.89, v_num=0]
    Epoch 1:  59%|█████▉    | 19912/33666 [12:25<08:35, 26.70it/s, loss=3.89, v_num=0]
    Epoch 1:  59%|█████▉    | 19912/33666 [12:25<08:35, 26.70it/s, loss=3.87, v_num=0]
    Epoch 1:  59%|█████▉    | 19913/33666 [12:25<08:35, 26.70it/s, loss=3.87, v_num=0]
    Epoch 1:  59%|█████▉    | 19913/33666 [12:25<08:35, 26.70it/s, loss=3.85, v_num=0]
    Epoch 1:  59%|█████▉    | 19914/33666 [12:25<08:35, 26.70it/s, loss=3.85, v_num=0]
    Epoch 1:  59%|█████▉    | 19914/33666 [12:25<08:35, 26.70it/s, loss=3.83, v_num=0]
    Epoch 1:  59%|█████▉    | 19915/33666 [12:25<08:35, 26.70it/s, loss=3.83, v_num=0]
    Epoch 1:  59%|█████▉    | 19915/33666 [12:25<08:35, 26.70it/s, loss=3.85, v_num=0]
    Epoch 1:  59%|█████▉    | 19916/33666 [12:25<08:34, 26.70it/s, loss=3.85, v_num=0]
    Epoch 1:  59%|█████▉    | 19916/33666 [12:25<08:34, 26.70it/s, loss=3.77, v_num=0]
    Epoch 1:  59%|█████▉    | 19917/33666 [12:25<08:34, 26.70it/s, loss=3.77, v_num=0]
    Epoch 1:  59%|█████▉    | 19917/33666 [12:25<08:34, 26.70it/s, loss=3.71, v_num=0]
    Epoch 1:  59%|█████▉    | 19918/33666 [12:25<08:34, 26.70it/s, loss=3.71, v_num=0]
    Epoch 1:  59%|█████▉    | 19918/33666 [12:25<08:34, 26.70it/s, loss=3.75, v_num=0]
    Epoch 1:  59%|█████▉    | 19919/33666 [12:25<08:34, 26.70it/s, loss=3.75, v_num=0]
    Epoch 1:  59%|█████▉    | 19919/33666 [12:26<08:34, 26.70it/s, loss=3.68, v_num=0]
    Epoch 1:  59%|█████▉    | 19920/33666 [12:26<08:34, 26.70it/s, loss=3.68, v_num=0]
    Epoch 1:  59%|█████▉    | 19920/33666 [12:26<08:34, 26.70it/s, loss=3.59, v_num=0]
    Epoch 1:  59%|█████▉    | 19921/33666 [12:26<08:34, 26.70it/s, loss=3.59, v_num=0]
    Epoch 1:  59%|█████▉    | 19921/33666 [12:26<08:34, 26.70it/s, loss=3.55, v_num=0]
    Epoch 1:  59%|█████▉    | 19922/33666 [12:26<08:34, 26.70it/s, loss=3.55, v_num=0]
    Epoch 1:  59%|█████▉    | 19922/33666 [12:26<08:34, 26.70it/s, loss=3.59, v_num=0]
    Epoch 1:  59%|█████▉    | 19923/33666 [12:26<08:34, 26.70it/s, loss=3.59, v_num=0]
    Epoch 1:  59%|█████▉    | 19923/33666 [12:26<08:34, 26.70it/s, loss=3.62, v_num=0]
    Epoch 1:  59%|█████▉    | 19924/33666 [12:26<08:34, 26.70it/s, loss=3.62, v_num=0]
    Epoch 1:  59%|█████▉    | 19924/33666 [12:26<08:34, 26.70it/s, loss=3.67, v_num=0]
    Epoch 1:  59%|█████▉    | 19925/33666 [12:26<08:34, 26.70it/s, loss=3.67, v_num=0]
    Epoch 1:  59%|█████▉    | 19925/33666 [12:26<08:34, 26.70it/s, loss=3.71, v_num=0]
    Epoch 1:  59%|█████▉    | 19926/33666 [12:26<08:34, 26.70it/s, loss=3.71, v_num=0]
    Epoch 1:  59%|█████▉    | 19926/33666 [12:26<08:34, 26.70it/s, loss=3.67, v_num=0]
    Epoch 1:  59%|█████▉    | 19927/33666 [12:26<08:34, 26.70it/s, loss=3.67, v_num=0]
    Epoch 1:  59%|█████▉    | 19927/33666 [12:26<08:34, 26.70it/s, loss=3.68, v_num=0]
    Epoch 1:  59%|█████▉    | 19928/33666 [12:26<08:34, 26.70it/s, loss=3.68, v_num=0]
    Epoch 1:  59%|█████▉    | 19928/33666 [12:26<08:34, 26.70it/s, loss=3.7, v_num=0] 
    Epoch 1:  59%|█████▉    | 19929/33666 [12:26<08:34, 26.70it/s, loss=3.7, v_num=0]
    Epoch 1:  59%|█████▉    | 19929/33666 [12:26<08:34, 26.70it/s, loss=3.72, v_num=0]
    Epoch 1:  59%|█████▉    | 19930/33666 [12:26<08:34, 26.70it/s, loss=3.72, v_num=0]
    Epoch 1:  59%|█████▉    | 19930/33666 [12:26<08:34, 26.70it/s, loss=3.73, v_num=0]
    Epoch 1:  59%|█████▉    | 19931/33666 [12:26<08:34, 26.70it/s, loss=3.73, v_num=0]
    Epoch 1:  59%|█████▉    | 19931/33666 [12:26<08:34, 26.70it/s, loss=3.77, v_num=0]
    Epoch 1:  59%|█████▉    | 19932/33666 [12:26<08:34, 26.70it/s, loss=3.77, v_num=0]
    Epoch 1:  59%|█████▉    | 19932/33666 [12:26<08:34, 26.70it/s, loss=3.75, v_num=0]
    Epoch 1:  59%|█████▉    | 19933/33666 [12:26<08:34, 26.70it/s, loss=3.75, v_num=0]
    Epoch 1:  59%|█████▉    | 19933/33666 [12:26<08:34, 26.70it/s, loss=3.76, v_num=0]
    Epoch 1:  59%|█████▉    | 19934/33666 [12:26<08:34, 26.70it/s, loss=3.76, v_num=0]
    Epoch 1:  59%|█████▉    | 19934/33666 [12:26<08:34, 26.70it/s, loss=3.84, v_num=0]
    Epoch 1:  59%|█████▉    | 19935/33666 [12:26<08:34, 26.70it/s, loss=3.84, v_num=0]
    Epoch 1:  59%|█████▉    | 19935/33666 [12:26<08:34, 26.70it/s, loss=3.72, v_num=0]
    Epoch 1:  59%|█████▉    | 19936/33666 [12:26<08:34, 26.70it/s, loss=3.72, v_num=0]
    Epoch 1:  59%|█████▉    | 19936/33666 [12:26<08:34, 26.70it/s, loss=3.79, v_num=0]
    Epoch 1:  59%|█████▉    | 19937/33666 [12:26<08:34, 26.70it/s, loss=3.79, v_num=0]
    Epoch 1:  59%|█████▉    | 19937/33666 [12:26<08:34, 26.70it/s, loss=3.76, v_num=0]
    Epoch 1:  59%|█████▉    | 19938/33666 [12:26<08:34, 26.70it/s, loss=3.76, v_num=0]
    Epoch 1:  59%|█████▉    | 19938/33666 [12:26<08:34, 26.70it/s, loss=3.72, v_num=0]
    Epoch 1:  59%|█████▉    | 19939/33666 [12:26<08:34, 26.70it/s, loss=3.72, v_num=0]
    Epoch 1:  59%|█████▉    | 19939/33666 [12:26<08:34, 26.70it/s, loss=3.74, v_num=0]
    Epoch 1:  59%|█████▉    | 19940/33666 [12:26<08:34, 26.70it/s, loss=3.74, v_num=0]
    Epoch 1:  59%|█████▉    | 19940/33666 [12:26<08:34, 26.70it/s, loss=3.75, v_num=0]
    Epoch 1:  59%|█████▉    | 19941/33666 [12:26<08:34, 26.70it/s, loss=3.75, v_num=0]
    Epoch 1:  59%|█████▉    | 19941/33666 [12:26<08:34, 26.70it/s, loss=3.7, v_num=0] 
    Epoch 1:  59%|█████▉    | 19942/33666 [12:26<08:33, 26.70it/s, loss=3.7, v_num=0]
    Epoch 1:  59%|█████▉    | 19942/33666 [12:26<08:33, 26.70it/s, loss=3.73, v_num=0]
    Epoch 1:  59%|█████▉    | 19943/33666 [12:26<08:33, 26.70it/s, loss=3.73, v_num=0]
    Epoch 1:  59%|█████▉    | 19943/33666 [12:26<08:33, 26.70it/s, loss=3.7, v_num=0] 
    Epoch 1:  59%|█████▉    | 19944/33666 [12:26<08:33, 26.70it/s, loss=3.7, v_num=0]
    Epoch 1:  59%|█████▉    | 19944/33666 [12:26<08:33, 26.70it/s, loss=3.63, v_num=0]
    Epoch 1:  59%|█████▉    | 19945/33666 [12:26<08:33, 26.70it/s, loss=3.63, v_num=0]
    Epoch 1:  59%|█████▉    | 19945/33666 [12:26<08:33, 26.70it/s, loss=3.58, v_num=0]
    Epoch 1:  59%|█████▉    | 19946/33666 [12:26<08:33, 26.70it/s, loss=3.58, v_num=0]
    Epoch 1:  59%|█████▉    | 19946/33666 [12:26<08:33, 26.70it/s, loss=3.63, v_num=0]
    Epoch 1:  59%|█████▉    | 19947/33666 [12:27<08:33, 26.70it/s, loss=3.63, v_num=0]
    Epoch 1:  59%|█████▉    | 19947/33666 [12:27<08:33, 26.70it/s, loss=3.66, v_num=0]
    Epoch 1:  59%|█████▉    | 19948/33666 [12:27<08:33, 26.70it/s, loss=3.66, v_num=0]
    Epoch 1:  59%|█████▉    | 19948/33666 [12:27<08:33, 26.70it/s, loss=3.71, v_num=0]
    Epoch 1:  59%|█████▉    | 19949/33666 [12:27<08:33, 26.70it/s, loss=3.71, v_num=0]
    Epoch 1:  59%|█████▉    | 19949/33666 [12:27<08:33, 26.70it/s, loss=3.7, v_num=0] 
    Epoch 1:  59%|█████▉    | 19950/33666 [12:27<08:33, 26.70it/s, loss=3.7, v_num=0]
    Epoch 1:  59%|█████▉    | 19950/33666 [12:27<08:33, 26.70it/s, loss=3.7, v_num=0]
    Epoch 1:  59%|█████▉    | 19951/33666 [12:27<08:33, 26.70it/s, loss=3.7, v_num=0]
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    Epoch 1:  59%|█████▉    | 19988/33666 [12:28<08:32, 26.70it/s, loss=3.96, v_num=0]
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    Epoch 1:  59%|█████▉    | 19989/33666 [12:28<08:32, 26.70it/s, loss=3.89, v_num=0]
    Epoch 1:  59%|█████▉    | 19990/33666 [12:28<08:32, 26.70it/s, loss=3.89, v_num=0]
    Epoch 1:  59%|█████▉    | 19990/33666 [12:28<08:32, 26.70it/s, loss=3.93, v_num=0]
    Epoch 1:  59%|█████▉    | 19991/33666 [12:28<08:32, 26.70it/s, loss=3.93, v_num=0]
    Epoch 1:  59%|█████▉    | 19991/33666 [12:28<08:32, 26.70it/s, loss=3.92, v_num=0]
    Epoch 1:  59%|█████▉    | 19992/33666 [12:28<08:32, 26.70it/s, loss=3.92, v_num=0]
    Epoch 1:  59%|█████▉    | 19992/33666 [12:28<08:32, 26.70it/s, loss=3.88, v_num=0]
    Epoch 1:  59%|█████▉    | 19993/33666 [12:28<08:32, 26.70it/s, loss=3.88, v_num=0]
    Epoch 1:  59%|█████▉    | 19993/33666 [12:28<08:32, 26.70it/s, loss=3.91, v_num=0]
    Epoch 1:  59%|█████▉    | 19994/33666 [12:28<08:32, 26.70it/s, loss=3.91, v_num=0]
    Epoch 1:  59%|█████▉    | 19994/33666 [12:28<08:32, 26.70it/s, loss=3.96, v_num=0]
    Epoch 1:  59%|█████▉    | 19995/33666 [12:28<08:31, 26.70it/s, loss=3.96, v_num=0]
    Epoch 1:  59%|█████▉    | 19995/33666 [12:28<08:31, 26.70it/s, loss=3.98, v_num=0]
    Epoch 1:  59%|█████▉    | 19996/33666 [12:28<08:31, 26.70it/s, loss=3.98, v_num=0]
    Epoch 1:  59%|█████▉    | 19996/33666 [12:28<08:31, 26.70it/s, loss=4.06, v_num=0]
    Epoch 1:  59%|█████▉    | 19997/33666 [12:28<08:31, 26.70it/s, loss=4.06, v_num=0]
    Epoch 1:  59%|█████▉    | 19997/33666 [12:28<08:31, 26.70it/s, loss=4.03, v_num=0]
    Epoch 1:  59%|█████▉    | 19998/33666 [12:28<08:31, 26.70it/s, loss=4.03, v_num=0]
    Epoch 1:  59%|█████▉    | 19998/33666 [12:28<08:31, 26.70it/s, loss=4.04, v_num=0]
    Epoch 1:  59%|█████▉    | 19999/33666 [12:28<08:31, 26.70it/s, loss=4.04, v_num=0]
    Epoch 1:  59%|█████▉    | 19999/33666 [12:28<08:31, 26.70it/s, loss=4.07, v_num=0]
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    Epoch 1:  59%|█████▉    | 20000/33666 [12:29<08:31, 26.70it/s, loss=3.97, v_num=0]
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    Epoch 1:  59%|█████▉    | 20001/33666 [12:29<08:31, 26.70it/s, loss=3.86, v_num=0]
    Epoch 1:  59%|█████▉    | 20002/33666 [12:29<08:31, 26.70it/s, loss=3.86, v_num=0]
    Epoch 1:  59%|█████▉    | 20002/33666 [12:29<08:31, 26.70it/s, loss=3.88, v_num=0]
    Epoch 1:  59%|█████▉    | 20003/33666 [12:29<08:31, 26.70it/s, loss=3.88, v_num=0]
    Epoch 1:  59%|█████▉    | 20003/33666 [12:29<08:31, 26.70it/s, loss=3.88, v_num=0]
    Epoch 1:  59%|█████▉    | 20004/33666 [12:29<08:31, 26.70it/s, loss=3.88, v_num=0]
    Epoch 1:  59%|█████▉    | 20004/33666 [12:29<08:31, 26.70it/s, loss=3.79, v_num=0]
    Epoch 1:  59%|█████▉    | 20005/33666 [12:29<08:31, 26.70it/s, loss=3.79, v_num=0]
    Epoch 1:  59%|█████▉    | 20005/33666 [12:29<08:31, 26.70it/s, loss=3.8, v_num=0] 
    Epoch 1:  59%|█████▉    | 20006/33666 [12:29<08:31, 26.70it/s, loss=3.8, v_num=0]
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    Epoch 1:  59%|█████▉    | 20007/33666 [12:29<08:31, 26.70it/s, loss=3.82, v_num=0]
    Epoch 1:  59%|█████▉    | 20007/33666 [12:29<08:31, 26.70it/s, loss=3.78, v_num=0]
    Epoch 1:  59%|█████▉    | 20008/33666 [12:29<08:31, 26.70it/s, loss=3.78, v_num=0]
    Epoch 1:  59%|█████▉    | 20008/33666 [12:29<08:31, 26.70it/s, loss=3.82, v_num=0]
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    Epoch 1:  59%|█████▉    | 20009/33666 [12:29<08:31, 26.70it/s, loss=3.83, v_num=0]
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    Epoch 1:  59%|█████▉    | 20010/33666 [12:29<08:31, 26.70it/s, loss=3.8, v_num=0] 
    Epoch 1:  59%|█████▉    | 20011/33666 [12:29<08:31, 26.70it/s, loss=3.8, v_num=0]
    Epoch 1:  59%|█████▉    | 20011/33666 [12:29<08:31, 26.70it/s, loss=3.78, v_num=0]
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    Epoch 1:  59%|█████▉    | 20012/33666 [12:29<08:31, 26.70it/s, loss=3.76, v_num=0]
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    Epoch 1:  59%|█████▉    | 20014/33666 [12:29<08:31, 26.70it/s, loss=3.76, v_num=0]
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    Epoch 1:  60%|█████▉    | 20133/33666 [12:34<08:26, 26.70it/s, loss=3.81, v_num=0]
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    Epoch 1:  60%|█████▉    | 20148/33666 [12:34<08:26, 26.70it/s, loss=3.76, v_num=0]
    Epoch 1:  60%|█████▉    | 20149/33666 [12:34<08:26, 26.70it/s, loss=3.76, v_num=0]
    Epoch 1:  60%|█████▉    | 20149/33666 [12:34<08:26, 26.70it/s, loss=3.76, v_num=0]
    Epoch 1:  60%|█████▉    | 20150/33666 [12:34<08:26, 26.70it/s, loss=3.76, v_num=0]
    Epoch 1:  60%|█████▉    | 20150/33666 [12:34<08:26, 26.70it/s, loss=3.76, v_num=0]
    Epoch 1:  60%|█████▉    | 20151/33666 [12:34<08:26, 26.70it/s, loss=3.76, v_num=0]
    Epoch 1:  60%|█████▉    | 20151/33666 [12:34<08:26, 26.70it/s, loss=3.67, v_num=0]
    Epoch 1:  60%|█████▉    | 20152/33666 [12:34<08:26, 26.70it/s, loss=3.67, v_num=0]
    Epoch 1:  60%|█████▉    | 20152/33666 [12:34<08:26, 26.70it/s, loss=3.66, v_num=0]
    Epoch 1:  60%|█████▉    | 20153/33666 [12:34<08:26, 26.70it/s, loss=3.66, v_num=0]
    Epoch 1:  60%|█████▉    | 20153/33666 [12:34<08:26, 26.70it/s, loss=3.75, v_num=0]
    Epoch 1:  60%|█████▉    | 20154/33666 [12:34<08:26, 26.70it/s, loss=3.75, v_num=0]
    Epoch 1:  60%|█████▉    | 20154/33666 [12:34<08:26, 26.70it/s, loss=3.73, v_num=0]
    Epoch 1:  60%|█████▉    | 20155/33666 [12:34<08:26, 26.70it/s, loss=3.73, v_num=0]
    Epoch 1:  60%|█████▉    | 20155/33666 [12:34<08:26, 26.70it/s, loss=3.7, v_num=0] 
    Epoch 1:  60%|█████▉    | 20156/33666 [12:34<08:25, 26.70it/s, loss=3.7, v_num=0]
    Epoch 1:  60%|█████▉    | 20156/33666 [12:34<08:25, 26.70it/s, loss=3.65, v_num=0]
    Epoch 1:  60%|█████▉    | 20157/33666 [12:34<08:25, 26.70it/s, loss=3.65, v_num=0]
    Epoch 1:  60%|█████▉    | 20157/33666 [12:34<08:25, 26.70it/s, loss=3.58, v_num=0]
    Epoch 1:  60%|█████▉    | 20158/33666 [12:34<08:25, 26.70it/s, loss=3.58, v_num=0]
    Epoch 1:  60%|█████▉    | 20158/33666 [12:34<08:25, 26.70it/s, loss=3.65, v_num=0]
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    Epoch 1:  60%|█████▉    | 20159/33666 [12:34<08:25, 26.70it/s, loss=3.67, v_num=0]
    Epoch 1:  60%|█████▉    | 20160/33666 [12:35<08:25, 26.70it/s, loss=3.67, v_num=0]
    Epoch 1:  60%|█████▉    | 20160/33666 [12:35<08:25, 26.70it/s, loss=3.73, v_num=0]
    Epoch 1:  60%|█████▉    | 20161/33666 [12:35<08:25, 26.70it/s, loss=3.73, v_num=0]
    Epoch 1:  60%|█████▉    | 20161/33666 [12:35<08:25, 26.70it/s, loss=3.72, v_num=0]
    Epoch 1:  60%|█████▉    | 20162/33666 [12:35<08:25, 26.70it/s, loss=3.72, v_num=0]
    Epoch 1:  60%|█████▉    | 20162/33666 [12:35<08:25, 26.70it/s, loss=3.7, v_num=0] 
    Epoch 1:  60%|█████▉    | 20163/33666 [12:35<08:25, 26.70it/s, loss=3.7, v_num=0]
    Epoch 1:  60%|█████▉    | 20163/33666 [12:35<08:25, 26.70it/s, loss=3.64, v_num=0]
    Epoch 1:  60%|█████▉    | 20164/33666 [12:35<08:25, 26.70it/s, loss=3.64, v_num=0]
    Epoch 1:  60%|█████▉    | 20164/33666 [12:35<08:25, 26.70it/s, loss=3.62, v_num=0]
    Epoch 1:  60%|█████▉    | 20165/33666 [12:35<08:25, 26.70it/s, loss=3.62, v_num=0]
    Epoch 1:  60%|█████▉    | 20165/33666 [12:35<08:25, 26.70it/s, loss=3.63, v_num=0]
    Epoch 1:  60%|█████▉    | 20166/33666 [12:35<08:25, 26.70it/s, loss=3.63, v_num=0]
    Epoch 1:  60%|█████▉    | 20166/33666 [12:35<08:25, 26.70it/s, loss=3.6, v_num=0] 
    Epoch 1:  60%|█████▉    | 20167/33666 [12:35<08:25, 26.70it/s, loss=3.6, v_num=0]
    Epoch 1:  60%|█████▉    | 20167/33666 [12:35<08:25, 26.70it/s, loss=3.59, v_num=0]
    Epoch 1:  60%|█████▉    | 20168/33666 [12:35<08:25, 26.70it/s, loss=3.59, v_num=0]
    Epoch 1:  60%|█████▉    | 20168/33666 [12:35<08:25, 26.70it/s, loss=3.54, v_num=0]
    Epoch 1:  60%|█████▉    | 20169/33666 [12:35<08:25, 26.70it/s, loss=3.54, v_num=0]
    Epoch 1:  60%|█████▉    | 20169/33666 [12:35<08:25, 26.70it/s, loss=3.54, v_num=0]
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    Epoch 1:  60%|█████▉    | 20171/33666 [12:35<08:25, 26.70it/s, loss=3.47, v_num=0]
    Epoch 1:  60%|█████▉    | 20171/33666 [12:35<08:25, 26.70it/s, loss=3.46, v_num=0]
    Epoch 1:  60%|█████▉    | 20172/33666 [12:35<08:25, 26.70it/s, loss=3.46, v_num=0]
    Epoch 1:  60%|█████▉    | 20172/33666 [12:35<08:25, 26.70it/s, loss=3.4, v_num=0] 
    Epoch 1:  60%|█████▉    | 20173/33666 [12:35<08:25, 26.70it/s, loss=3.4, v_num=0]
    Epoch 1:  60%|█████▉    | 20173/33666 [12:35<08:25, 26.70it/s, loss=3.28, v_num=0]
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    Epoch 1:  60%|█████▉    | 20174/33666 [12:35<08:25, 26.70it/s, loss=3.29, v_num=0]
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    Epoch 1:  60%|█████▉    | 20176/33666 [12:35<08:25, 26.70it/s, loss=3.32, v_num=0]
    Epoch 1:  60%|█████▉    | 20176/33666 [12:35<08:25, 26.70it/s, loss=3.29, v_num=0]
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    Epoch 1:  60%|█████▉    | 20177/33666 [12:35<08:25, 26.70it/s, loss=3.32, v_num=0]
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    Epoch 1:  60%|█████▉    | 20179/33666 [12:35<08:25, 26.70it/s, loss=3.24, v_num=0]
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    Epoch 1:  60%|█████▉    | 20181/33666 [12:35<08:25, 26.70it/s, loss=3.25, v_num=0]
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    Epoch 1:  60%|█████▉    | 20183/33666 [12:35<08:24, 26.70it/s, loss=3.34, v_num=0]
    Epoch 1:  60%|█████▉    | 20183/33666 [12:35<08:24, 26.70it/s, loss=3.34, v_num=0]
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    Epoch 1:  62%|██████▏   | 20810/33666 [12:58<08:01, 26.72it/s, loss=3.66, v_num=0]
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    Epoch 1:  62%|██████▏   | 20811/33666 [12:58<08:01, 26.72it/s, loss=3.6, v_num=0] 
    Epoch 1:  62%|██████▏   | 20812/33666 [12:58<08:01, 26.72it/s, loss=3.6, v_num=0]
    Epoch 1:  62%|██████▏   | 20812/33666 [12:58<08:01, 26.72it/s, loss=3.56, v_num=0]
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    Epoch 1:  62%|██████▏   | 20814/33666 [12:58<08:00, 26.72it/s, loss=3.53, v_num=0]
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    Epoch 1:  62%|██████▏   | 20815/33666 [12:58<08:00, 26.72it/s, loss=3.49, v_num=0]
    Epoch 1:  62%|██████▏   | 20815/33666 [12:58<08:00, 26.72it/s, loss=3.54, v_num=0]
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    Epoch 1:  62%|██████▏   | 20817/33666 [12:59<08:00, 26.72it/s, loss=3.64, v_num=0]
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    Epoch 1:  62%|██████▏   | 20818/33666 [12:59<08:00, 26.72it/s, loss=3.72, v_num=0]
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    Epoch 1:  62%|██████▏   | 20819/33666 [12:59<08:00, 26.72it/s, loss=3.76, v_num=0]
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    Epoch 1:  62%|██████▏   | 20820/33666 [12:59<08:00, 26.72it/s, loss=3.72, v_num=0]
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    Epoch 1:  62%|██████▏   | 20821/33666 [12:59<08:00, 26.72it/s, loss=3.74, v_num=0]
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    Epoch 1:  62%|██████▏   | 20823/33666 [12:59<08:00, 26.72it/s, loss=3.79, v_num=0]
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    Epoch 1:  62%|██████▏   | 20824/33666 [12:59<08:00, 26.72it/s, loss=3.77, v_num=0]
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    Epoch 1:  62%|██████▏   | 20826/33666 [12:59<08:00, 26.72it/s, loss=3.78, v_num=0]
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    Epoch 1:  62%|██████▏   | 20829/33666 [12:59<08:00, 26.72it/s, loss=3.78, v_num=0]
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    Epoch 1:  62%|██████▏   | 20830/33666 [12:59<08:00, 26.72it/s, loss=3.81, v_num=0]
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    Epoch 1:  62%|██████▏   | 20831/33666 [12:59<08:00, 26.72it/s, loss=3.85, v_num=0]
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    Epoch 1:  62%|██████▏   | 20835/33666 [12:59<08:00, 26.72it/s, loss=3.8, v_num=0]
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    Epoch 1:  62%|██████▏   | 20836/33666 [12:59<08:00, 26.72it/s, loss=3.9, v_num=0]
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    Epoch 1:  62%|██████▏   | 20837/33666 [12:59<08:00, 26.72it/s, loss=3.84, v_num=0]
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    Epoch 1:  62%|██████▏   | 20946/33666 [13:04<07:56, 26.72it/s, loss=3.8, v_num=0] 
    Epoch 1:  62%|██████▏   | 20947/33666 [13:04<07:56, 26.72it/s, loss=3.8, v_num=0]
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    Epoch 1:  62%|██████▏   | 20960/33666 [13:04<07:55, 26.72it/s, loss=3.85, v_num=0]
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    Epoch 1:  62%|██████▏   | 20961/33666 [13:04<07:55, 26.72it/s, loss=3.9, v_num=0] 
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    Epoch 1:  62%|██████▏   | 20963/33666 [13:04<07:55, 26.72it/s, loss=4.01, v_num=0]
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    Epoch 1:  62%|██████▏   | 20964/33666 [13:04<07:55, 26.72it/s, loss=3.99, v_num=0]
    Epoch 1:  62%|██████▏   | 20965/33666 [13:04<07:55, 26.72it/s, loss=3.99, v_num=0]
    Epoch 1:  62%|██████▏   | 20965/33666 [13:04<07:55, 26.72it/s, loss=3.98, v_num=0]
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    Epoch 1:  62%|██████▏   | 20968/33666 [13:04<07:55, 26.72it/s, loss=3.93, v_num=0]
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    Epoch 1:  62%|██████▏   | 20969/33666 [13:04<07:55, 26.72it/s, loss=3.93, v_num=0]
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    Epoch 1:  62%|██████▏   | 20970/33666 [13:04<07:55, 26.72it/s, loss=3.92, v_num=0]
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    Epoch 1:  62%|██████▏   | 20971/33666 [13:04<07:55, 26.72it/s, loss=3.93, v_num=0]
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    Epoch 1:  62%|██████▏   | 20973/33666 [13:05<07:55, 26.72it/s, loss=3.9, v_num=0] 
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    Epoch 1:  62%|██████▏   | 20975/33666 [13:05<07:55, 26.72it/s, loss=3.85, v_num=0]
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    Epoch 1:  64%|██████▎   | 21430/33666 [13:22<07:38, 26.70it/s, loss=4.05, v_num=0]
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    Epoch 1:  64%|██████▎   | 21431/33666 [13:22<07:38, 26.70it/s, loss=4, v_num=0]   
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    Epoch 1:  64%|██████▎   | 21434/33666 [13:22<07:38, 26.70it/s, loss=3.94, v_num=0]
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    Epoch 1:  64%|██████▎   | 21435/33666 [13:22<07:38, 26.70it/s, loss=3.93, v_num=0]
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    Epoch 1:  64%|██████▎   | 21439/33666 [13:22<07:37, 26.70it/s, loss=3.94, v_num=0]
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    Epoch 1:  64%|██████▍   | 21499/33666 [13:25<07:35, 26.70it/s, loss=3.52, v_num=0]
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    Epoch 1:  64%|██████▍   | 21501/33666 [13:25<07:35, 26.70it/s, loss=3.6, v_num=0] 
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    Epoch 1:  64%|██████▍   | 21502/33666 [13:25<07:35, 26.70it/s, loss=3.65, v_num=0]
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    Epoch 1:  64%|██████▍   | 21509/33666 [13:25<07:35, 26.70it/s, loss=3.76, v_num=0]
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    Epoch 1:  64%|██████▍   | 21510/33666 [13:25<07:35, 26.70it/s, loss=3.78, v_num=0]
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    Epoch 1:  64%|██████▍   | 21511/33666 [13:25<07:35, 26.70it/s, loss=3.78, v_num=0]
    Epoch 1:  64%|██████▍   | 21512/33666 [13:25<07:35, 26.70it/s, loss=3.78, v_num=0]
    Epoch 1:  64%|██████▍   | 21512/33666 [13:25<07:35, 26.70it/s, loss=3.75, v_num=0]
    Epoch 1:  64%|██████▍   | 21513/33666 [13:25<07:35, 26.70it/s, loss=3.75, v_num=0]
    Epoch 1:  64%|██████▍   | 21513/33666 [13:25<07:35, 26.70it/s, loss=3.77, v_num=0]
    Epoch 1:  64%|██████▍   | 21514/33666 [13:25<07:35, 26.70it/s, loss=3.77, v_num=0]
    Epoch 1:  64%|██████▍   | 21514/33666 [13:25<07:35, 26.70it/s, loss=3.76, v_num=0]
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    Epoch 1:  64%|██████▍   | 21516/33666 [13:25<07:35, 26.70it/s, loss=3.79, v_num=0]
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    Epoch 1:  64%|██████▍   | 21517/33666 [13:25<07:35, 26.70it/s, loss=3.8, v_num=0] 
    Epoch 1:  64%|██████▍   | 21518/33666 [13:25<07:34, 26.70it/s, loss=3.8, v_num=0]
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    Epoch 1:  64%|██████▍   | 21521/33666 [13:26<07:34, 26.70it/s, loss=3.83, v_num=0]
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    Epoch 1:  64%|██████▍   | 21523/33666 [13:26<07:34, 26.70it/s, loss=3.8, v_num=0]
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    Epoch 1:  64%|██████▍   | 21526/33666 [13:26<07:34, 26.70it/s, loss=3.81, v_num=0]
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    Epoch 1:  64%|██████▍   | 21527/33666 [13:26<07:34, 26.70it/s, loss=3.77, v_num=0]
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    Epoch 1:  64%|██████▍   | 21528/33666 [13:26<07:34, 26.70it/s, loss=3.71, v_num=0]
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    Epoch 1:  64%|██████▍   | 21529/33666 [13:26<07:34, 26.70it/s, loss=3.65, v_num=0]
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    Epoch 1:  64%|██████▍   | 21530/33666 [13:26<07:34, 26.70it/s, loss=3.64, v_num=0]
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    Epoch 1:  64%|██████▍   | 21531/33666 [13:26<07:34, 26.70it/s, loss=3.67, v_num=0]
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    Epoch 1:  64%|██████▍   | 21532/33666 [13:26<07:34, 26.70it/s, loss=3.68, v_num=0]
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    Epoch 1:  64%|██████▍   | 21535/33666 [13:26<07:34, 26.70it/s, loss=3.67, v_num=0]
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    Epoch 1:  64%|██████▍   | 21547/33666 [13:27<07:33, 26.70it/s, loss=3.41, v_num=0]
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    Epoch 1:  64%|██████▍   | 21586/33666 [13:28<07:32, 26.70it/s, loss=3.94, v_num=0]
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    Epoch 1:  64%|██████▍   | 21588/33666 [13:28<07:32, 26.70it/s, loss=3.86, v_num=0]
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    Epoch 1:  64%|██████▍   | 21589/33666 [13:28<07:32, 26.70it/s, loss=3.93, v_num=0]
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    Epoch 1:  64%|██████▍   | 21590/33666 [13:28<07:32, 26.70it/s, loss=3.89, v_num=0]
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    Epoch 1:  64%|██████▍   | 21591/33666 [13:28<07:32, 26.70it/s, loss=3.89, v_num=0]
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    Epoch 1:  64%|██████▍   | 21592/33666 [13:28<07:32, 26.70it/s, loss=3.93, v_num=0]
    Epoch 1:  64%|██████▍   | 21593/33666 [13:28<07:32, 26.70it/s, loss=3.93, v_num=0]
    Epoch 1:  64%|██████▍   | 21593/33666 [13:28<07:32, 26.70it/s, loss=3.82, v_num=0]
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    Epoch 1:  64%|██████▍   | 21594/33666 [13:28<07:32, 26.70it/s, loss=3.78, v_num=0]
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    Epoch 1:  64%|██████▍   | 21595/33666 [13:28<07:32, 26.70it/s, loss=3.75, v_num=0]
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    Epoch 1:  64%|██████▍   | 21596/33666 [13:28<07:32, 26.70it/s, loss=3.8, v_num=0] 
    Epoch 1:  64%|██████▍   | 21597/33666 [13:28<07:32, 26.70it/s, loss=3.8, v_num=0]
    Epoch 1:  64%|██████▍   | 21597/33666 [13:28<07:32, 26.70it/s, loss=3.73, v_num=0]
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    Epoch 1:  64%|██████▍   | 21598/33666 [13:28<07:31, 26.70it/s, loss=3.68, v_num=0]
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    Epoch 1:  64%|██████▍   | 21599/33666 [13:28<07:31, 26.70it/s, loss=3.68, v_num=0]
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    Epoch 1:  64%|██████▍   | 21600/33666 [13:29<07:31, 26.70it/s, loss=3.67, v_num=0]
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    Epoch 1:  64%|██████▍   | 21601/33666 [13:29<07:31, 26.70it/s, loss=3.6, v_num=0] 
    Epoch 1:  64%|██████▍   | 21602/33666 [13:29<07:31, 26.70it/s, loss=3.6, v_num=0]
    Epoch 1:  64%|██████▍   | 21602/33666 [13:29<07:31, 26.70it/s, loss=3.6, v_num=0]
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    Epoch 1:  64%|██████▍   | 21603/33666 [13:29<07:31, 26.70it/s, loss=3.64, v_num=0]
    Epoch 1:  64%|██████▍   | 21604/33666 [13:29<07:31, 26.70it/s, loss=3.64, v_num=0]
    Epoch 1:  64%|██████▍   | 21604/33666 [13:29<07:31, 26.70it/s, loss=3.52, v_num=0]
    Epoch 1:  64%|██████▍   | 21605/33666 [13:29<07:31, 26.70it/s, loss=3.52, v_num=0]
    Epoch 1:  64%|██████▍   | 21605/33666 [13:29<07:31, 26.70it/s, loss=3.45, v_num=0]
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    Epoch 1:  64%|██████▍   | 21606/33666 [13:29<07:31, 26.70it/s, loss=3.53, v_num=0]
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    Epoch 1:  64%|██████▍   | 21607/33666 [13:29<07:31, 26.70it/s, loss=3.54, v_num=0]
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    Epoch 1:  64%|██████▍   | 21608/33666 [13:29<07:31, 26.70it/s, loss=3.6, v_num=0] 
    Epoch 1:  64%|██████▍   | 21609/33666 [13:29<07:31, 26.70it/s, loss=3.6, v_num=0]
    Epoch 1:  64%|██████▍   | 21609/33666 [13:29<07:31, 26.70it/s, loss=3.57, v_num=0]
    Epoch 1:  64%|██████▍   | 21610/33666 [13:29<07:31, 26.70it/s, loss=3.57, v_num=0]
    Epoch 1:  64%|██████▍   | 21610/33666 [13:29<07:31, 26.70it/s, loss=3.56, v_num=0]
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    Epoch 1:  64%|██████▍   | 21611/33666 [13:29<07:31, 26.70it/s, loss=3.6, v_num=0] 
    Epoch 1:  64%|██████▍   | 21612/33666 [13:29<07:31, 26.70it/s, loss=3.6, v_num=0]
    Epoch 1:  64%|██████▍   | 21612/33666 [13:29<07:31, 26.70it/s, loss=3.54, v_num=0]
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    Epoch 1:  64%|██████▍   | 21613/33666 [13:29<07:31, 26.70it/s, loss=3.6, v_num=0] 
    Epoch 1:  64%|██████▍   | 21614/33666 [13:29<07:31, 26.70it/s, loss=3.6, v_num=0]
    Epoch 1:  64%|██████▍   | 21614/33666 [13:29<07:31, 26.70it/s, loss=3.69, v_num=0]
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    Epoch 1:  64%|██████▍   | 21615/33666 [13:29<07:31, 26.70it/s, loss=3.66, v_num=0]
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    Epoch 1:  64%|██████▍   | 21616/33666 [13:29<07:31, 26.70it/s, loss=3.68, v_num=0]
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    Epoch 1:  64%|██████▍   | 21617/33666 [13:29<07:31, 26.70it/s, loss=3.73, v_num=0]
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    Epoch 1:  64%|██████▍   | 21619/33666 [13:29<07:31, 26.70it/s, loss=3.7, v_num=0]
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    Epoch 1:  64%|██████▍   | 21626/33666 [13:29<07:30, 26.70it/s, loss=3.63, v_num=0]
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    Epoch 1:  64%|██████▍   | 21654/33666 [13:31<07:29, 26.70it/s, loss=3.61, v_num=0]
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    Epoch 1:  64%|██████▍   | 21664/33666 [13:31<07:29, 26.70it/s, loss=3.83, v_num=0]
    Epoch 1:  64%|██████▍   | 21665/33666 [13:31<07:29, 26.70it/s, loss=3.83, v_num=0]
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    Epoch 1:  64%|██████▍   | 21668/33666 [13:31<07:29, 26.70it/s, loss=3.76, v_num=0]
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    Epoch 1:  64%|██████▍   | 21670/33666 [13:31<07:29, 26.70it/s, loss=3.74, v_num=0]
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    Epoch 1:  64%|██████▍   | 21671/33666 [13:31<07:29, 26.70it/s, loss=3.73, v_num=0]
    Epoch 1:  64%|██████▍   | 21672/33666 [13:31<07:29, 26.70it/s, loss=3.73, v_num=0]
    Epoch 1:  64%|██████▍   | 21672/33666 [13:31<07:29, 26.70it/s, loss=3.65, v_num=0]
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    Epoch 1:  64%|██████▍   | 21673/33666 [13:31<07:29, 26.70it/s, loss=3.65, v_num=0]
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    Epoch 1:  64%|██████▍   | 21674/33666 [13:31<07:29, 26.70it/s, loss=3.65, v_num=0]
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    Epoch 1:  64%|██████▍   | 21679/33666 [13:32<07:28, 26.70it/s, loss=3.72, v_num=0]
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    Epoch 1:  64%|██████▍   | 21680/33666 [13:32<07:28, 26.70it/s, loss=3.74, v_num=0]
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    Epoch 1:  64%|██████▍   | 21681/33666 [13:32<07:28, 26.70it/s, loss=3.74, v_num=0]
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    Epoch 1:  64%|██████▍   | 21686/33666 [13:32<07:28, 26.70it/s, loss=3.48, v_num=0]
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    Epoch 1:  64%|██████▍   | 21687/33666 [13:32<07:28, 26.70it/s, loss=3.52, v_num=0]
    Epoch 1:  64%|██████▍   | 21688/33666 [13:32<07:28, 26.70it/s, loss=3.52, v_num=0]
    Epoch 1:  64%|██████▍   | 21688/33666 [13:32<07:28, 26.70it/s, loss=3.53, v_num=0]
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    Epoch 1:  64%|██████▍   | 21689/33666 [13:32<07:28, 26.70it/s, loss=3.59, v_num=0]
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    Epoch 1:  64%|██████▍   | 21691/33666 [13:32<07:28, 26.70it/s, loss=3.45, v_num=0]
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    Epoch 1:  64%|██████▍   | 21693/33666 [13:32<07:28, 26.70it/s, loss=3.52, v_num=0]
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    Epoch 1:  64%|██████▍   | 21694/33666 [13:32<07:28, 26.70it/s, loss=3.55, v_num=0]
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    Epoch 1:  64%|██████▍   | 21695/33666 [13:32<07:28, 26.70it/s, loss=3.42, v_num=0]
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    Epoch 1:  64%|██████▍   | 21701/33666 [13:32<07:28, 26.70it/s, loss=3.2, v_num=0]
    Epoch 1:  64%|██████▍   | 21701/33666 [13:32<07:28, 26.70it/s, loss=3.25, v_num=0]
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    Epoch 1:  64%|██████▍   | 21702/33666 [13:32<07:28, 26.70it/s, loss=3.18, v_num=0]
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    Epoch 1:  64%|██████▍   | 21703/33666 [13:32<07:28, 26.70it/s, loss=3.18, v_num=0]
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    Epoch 1:  64%|██████▍   | 21705/33666 [13:32<07:28, 26.70it/s, loss=3.29, v_num=0]
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    Epoch 1:  67%|██████▋   | 22401/33666 [13:59<07:02, 26.69it/s, loss=3.88, v_num=0]
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    Epoch 1:  71%|███████▏  | 24013/33666 [14:59<06:01, 26.71it/s, loss=3.86, v_num=0]
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    Epoch 1:  71%|███████▏  | 24017/33666 [14:59<06:01, 26.71it/s, loss=3.84, v_num=0]
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    Epoch 1:  71%|███████▏  | 24018/33666 [14:59<06:01, 26.71it/s, loss=3.86, v_num=0]
    Epoch 1:  71%|███████▏  | 24019/33666 [14:59<06:01, 26.71it/s, loss=3.86, v_num=0]
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    Epoch 1:  71%|███████▏  | 24020/33666 [14:59<06:01, 26.71it/s, loss=3.88, v_num=0]
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    Epoch 1:  71%|███████▏  | 24021/33666 [14:59<06:01, 26.71it/s, loss=3.78, v_num=0]
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    Epoch 1:  71%|███████▏  | 24024/33666 [14:59<06:01, 26.71it/s, loss=3.75, v_num=0]
    Epoch 1:  71%|███████▏  | 24025/33666 [14:59<06:00, 26.71it/s, loss=3.75, v_num=0]
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    Epoch 1:  71%|███████▏  | 24026/33666 [14:59<06:00, 26.71it/s, loss=3.71, v_num=0]
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    Epoch 1:  71%|███████▏  | 24027/33666 [14:59<06:00, 26.71it/s, loss=3.76, v_num=0]
    Epoch 1:  71%|███████▏  | 24028/33666 [14:59<06:00, 26.71it/s, loss=3.76, v_num=0]
    Epoch 1:  71%|███████▏  | 24028/33666 [14:59<06:00, 26.71it/s, loss=3.7, v_num=0] 
    Epoch 1:  71%|███████▏  | 24029/33666 [14:59<06:00, 26.71it/s, loss=3.7, v_num=0]
    Epoch 1:  71%|███████▏  | 24029/33666 [14:59<06:00, 26.71it/s, loss=3.63, v_num=0]
    Epoch 1:  71%|███████▏  | 24030/33666 [14:59<06:00, 26.71it/s, loss=3.63, v_num=0]
    Epoch 1:  71%|███████▏  | 24030/33666 [14:59<06:00, 26.71it/s, loss=3.68, v_num=0]
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    Epoch 1:  71%|███████▏  | 24031/33666 [14:59<06:00, 26.71it/s, loss=3.7, v_num=0] 
    Epoch 1:  71%|███████▏  | 24032/33666 [14:59<06:00, 26.71it/s, loss=3.7, v_num=0]
    Epoch 1:  71%|███████▏  | 24032/33666 [14:59<06:00, 26.71it/s, loss=3.69, v_num=0]
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    Epoch 1:  71%|███████▏  | 24033/33666 [14:59<06:00, 26.71it/s, loss=3.7, v_num=0] 
    Epoch 1:  71%|███████▏  | 24034/33666 [14:59<06:00, 26.71it/s, loss=3.7, v_num=0]
    Epoch 1:  71%|███████▏  | 24034/33666 [14:59<06:00, 26.71it/s, loss=3.73, v_num=0]
    Epoch 1:  71%|███████▏  | 24035/33666 [14:59<06:00, 26.71it/s, loss=3.73, v_num=0]
    Epoch 1:  71%|███████▏  | 24035/33666 [14:59<06:00, 26.71it/s, loss=3.65, v_num=0]
    Epoch 1:  71%|███████▏  | 24036/33666 [14:59<06:00, 26.71it/s, loss=3.65, v_num=0]
    Epoch 1:  71%|███████▏  | 24036/33666 [14:59<06:00, 26.71it/s, loss=3.54, v_num=0]
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    Epoch 1:  71%|███████▏  | 24037/33666 [14:59<06:00, 26.71it/s, loss=3.54, v_num=0]
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    Epoch 1:  71%|███████▏  | 24038/33666 [15:00<06:00, 26.71it/s, loss=3.53, v_num=0]
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    Epoch 1:  71%|███████▏  | 24039/33666 [15:00<06:00, 26.71it/s, loss=3.54, v_num=0]
    Epoch 1:  71%|███████▏  | 24040/33666 [15:00<06:00, 26.71it/s, loss=3.54, v_num=0]
    Epoch 1:  71%|███████▏  | 24040/33666 [15:00<06:00, 26.71it/s, loss=3.49, v_num=0]
    Epoch 1:  71%|███████▏  | 24041/33666 [15:00<06:00, 26.71it/s, loss=3.49, v_num=0]
    Epoch 1:  71%|███████▏  | 24041/33666 [15:00<06:00, 26.71it/s, loss=3.46, v_num=0]
    Epoch 1:  71%|███████▏  | 24042/33666 [15:00<06:00, 26.71it/s, loss=3.46, v_num=0]
    Epoch 1:  71%|███████▏  | 24042/33666 [15:00<06:00, 26.71it/s, loss=3.57, v_num=0]
    Epoch 1:  71%|███████▏  | 24043/33666 [15:00<06:00, 26.71it/s, loss=3.57, v_num=0]
    Epoch 1:  71%|███████▏  | 24043/33666 [15:00<06:00, 26.71it/s, loss=3.54, v_num=0]
    Epoch 1:  71%|███████▏  | 24044/33666 [15:00<06:00, 26.71it/s, loss=3.54, v_num=0]
    Epoch 1:  71%|███████▏  | 24044/33666 [15:00<06:00, 26.71it/s, loss=3.48, v_num=0]
    Epoch 1:  71%|███████▏  | 24045/33666 [15:00<06:00, 26.71it/s, loss=3.48, v_num=0]
    Epoch 1:  71%|███████▏  | 24045/33666 [15:00<06:00, 26.71it/s, loss=3.55, v_num=0]
    Epoch 1:  71%|███████▏  | 24046/33666 [15:00<06:00, 26.71it/s, loss=3.55, v_num=0]
    Epoch 1:  71%|███████▏  | 24046/33666 [15:00<06:00, 26.71it/s, loss=3.49, v_num=0]
    Epoch 1:  71%|███████▏  | 24047/33666 [15:00<06:00, 26.71it/s, loss=3.49, v_num=0]
    Epoch 1:  71%|███████▏  | 24047/33666 [15:00<06:00, 26.71it/s, loss=3.45, v_num=0]
    Epoch 1:  71%|███████▏  | 24048/33666 [15:00<06:00, 26.71it/s, loss=3.45, v_num=0]
    Epoch 1:  71%|███████▏  | 24048/33666 [15:00<06:00, 26.71it/s, loss=3.39, v_num=0]
    Epoch 1:  71%|███████▏  | 24049/33666 [15:00<06:00, 26.71it/s, loss=3.39, v_num=0]
    Epoch 1:  71%|███████▏  | 24049/33666 [15:00<06:00, 26.71it/s, loss=3.47, v_num=0]
    Epoch 1:  71%|███████▏  | 24050/33666 [15:00<06:00, 26.71it/s, loss=3.47, v_num=0]
    Epoch 1:  71%|███████▏  | 24050/33666 [15:00<06:00, 26.71it/s, loss=3.4, v_num=0] 
    Epoch 1:  71%|███████▏  | 24051/33666 [15:00<06:00, 26.71it/s, loss=3.4, v_num=0]
    Epoch 1:  71%|███████▏  | 24051/33666 [15:00<06:00, 26.71it/s, loss=3.4, v_num=0]
    Epoch 1:  71%|███████▏  | 24052/33666 [15:00<05:59, 26.71it/s, loss=3.4, v_num=0]
    Epoch 1:  71%|███████▏  | 24052/33666 [15:00<05:59, 26.71it/s, loss=3.45, v_num=0]
    Epoch 1:  71%|███████▏  | 24053/33666 [15:00<05:59, 26.71it/s, loss=3.45, v_num=0]
    Epoch 1:  71%|███████▏  | 24053/33666 [15:00<05:59, 26.71it/s, loss=3.46, v_num=0]
    Epoch 1:  71%|███████▏  | 24054/33666 [15:00<05:59, 26.71it/s, loss=3.46, v_num=0]
    Epoch 1:  71%|███████▏  | 24054/33666 [15:00<05:59, 26.71it/s, loss=3.46, v_num=0]
    Epoch 1:  71%|███████▏  | 24055/33666 [15:00<05:59, 26.71it/s, loss=3.46, v_num=0]
    Epoch 1:  71%|███████▏  | 24055/33666 [15:00<05:59, 26.71it/s, loss=3.56, v_num=0]
    Epoch 1:  71%|███████▏  | 24056/33666 [15:00<05:59, 26.71it/s, loss=3.56, v_num=0]
    Epoch 1:  71%|███████▏  | 24056/33666 [15:00<05:59, 26.71it/s, loss=3.62, v_num=0]
    Epoch 1:  71%|███████▏  | 24057/33666 [15:00<05:59, 26.71it/s, loss=3.62, v_num=0]
    Epoch 1:  71%|███████▏  | 24057/33666 [15:00<05:59, 26.71it/s, loss=3.69, v_num=0]
    Epoch 1:  71%|███████▏  | 24058/33666 [15:00<05:59, 26.71it/s, loss=3.69, v_num=0]
    Epoch 1:  71%|███████▏  | 24058/33666 [15:00<05:59, 26.71it/s, loss=3.63, v_num=0]
    Epoch 1:  71%|███████▏  | 24059/33666 [15:00<05:59, 26.71it/s, loss=3.63, v_num=0]
    Epoch 1:  71%|███████▏  | 24059/33666 [15:00<05:59, 26.71it/s, loss=3.67, v_num=0]
    Epoch 1:  71%|███████▏  | 24060/33666 [15:00<05:59, 26.71it/s, loss=3.67, v_num=0]
    Epoch 1:  71%|███████▏  | 24060/33666 [15:00<05:59, 26.71it/s, loss=3.68, v_num=0]
    Epoch 1:  71%|███████▏  | 24061/33666 [15:00<05:59, 26.71it/s, loss=3.68, v_num=0]
    Epoch 1:  71%|███████▏  | 24061/33666 [15:00<05:59, 26.71it/s, loss=3.7, v_num=0] 
    Epoch 1:  71%|███████▏  | 24062/33666 [15:00<05:59, 26.71it/s, loss=3.7, v_num=0]
    Epoch 1:  71%|███████▏  | 24062/33666 [15:00<05:59, 26.71it/s, loss=3.7, v_num=0]
    Epoch 1:  71%|███████▏  | 24063/33666 [15:00<05:59, 26.71it/s, loss=3.7, v_num=0]
    Epoch 1:  71%|███████▏  | 24063/33666 [15:00<05:59, 26.71it/s, loss=3.69, v_num=0]
    Epoch 1:  71%|███████▏  | 24064/33666 [15:01<05:59, 26.71it/s, loss=3.69, v_num=0]
    Epoch 1:  71%|███████▏  | 24064/33666 [15:01<05:59, 26.71it/s, loss=3.74, v_num=0]
    Epoch 1:  71%|███████▏  | 24065/33666 [15:01<05:59, 26.71it/s, loss=3.74, v_num=0]
    Epoch 1:  71%|███████▏  | 24065/33666 [15:01<05:59, 26.71it/s, loss=3.66, v_num=0]
    Epoch 1:  71%|███████▏  | 24066/33666 [15:01<05:59, 26.71it/s, loss=3.66, v_num=0]
    Epoch 1:  71%|███████▏  | 24066/33666 [15:01<05:59, 26.71it/s, loss=3.66, v_num=0]
    Epoch 1:  71%|███████▏  | 24067/33666 [15:01<05:59, 26.71it/s, loss=3.66, v_num=0]
    Epoch 1:  71%|███████▏  | 24067/33666 [15:01<05:59, 26.71it/s, loss=3.66, v_num=0]
    Epoch 1:  71%|███████▏  | 24068/33666 [15:01<05:59, 26.71it/s, loss=3.66, v_num=0]
    Epoch 1:  71%|███████▏  | 24068/33666 [15:01<05:59, 26.71it/s, loss=3.7, v_num=0] 
    Epoch 1:  71%|███████▏  | 24069/33666 [15:01<05:59, 26.71it/s, loss=3.7, v_num=0]
    Epoch 1:  71%|███████▏  | 24069/33666 [15:01<05:59, 26.71it/s, loss=3.68, v_num=0]
    Epoch 1:  71%|███████▏  | 24070/33666 [15:01<05:59, 26.71it/s, loss=3.68, v_num=0]
    Epoch 1:  71%|███████▏  | 24070/33666 [15:01<05:59, 26.71it/s, loss=3.64, v_num=0]
    Epoch 1:  71%|███████▏  | 24071/33666 [15:01<05:59, 26.71it/s, loss=3.64, v_num=0]
    Epoch 1:  71%|███████▏  | 24071/33666 [15:01<05:59, 26.71it/s, loss=3.62, v_num=0]
    Epoch 1:  72%|███████▏  | 24072/33666 [15:01<05:59, 26.71it/s, loss=3.62, v_num=0]
    Epoch 1:  72%|███████▏  | 24072/33666 [15:01<05:59, 26.71it/s, loss=3.56, v_num=0]
    Epoch 1:  72%|███████▏  | 24073/33666 [15:01<05:59, 26.71it/s, loss=3.56, v_num=0]
    Epoch 1:  72%|███████▏  | 24073/33666 [15:01<05:59, 26.71it/s, loss=3.58, v_num=0]
    Epoch 1:  72%|███████▏  | 24074/33666 [15:01<05:59, 26.71it/s, loss=3.58, v_num=0]
    Epoch 1:  72%|███████▏  | 24074/33666 [15:01<05:59, 26.71it/s, loss=3.64, v_num=0]
    Epoch 1:  72%|███████▏  | 24075/33666 [15:01<05:59, 26.71it/s, loss=3.64, v_num=0]
    Epoch 1:  72%|███████▏  | 24075/33666 [15:01<05:59, 26.71it/s, loss=3.57, v_num=0]
    Epoch 1:  72%|███████▏  | 24076/33666 [15:01<05:59, 26.71it/s, loss=3.57, v_num=0]
    Epoch 1:  72%|███████▏  | 24076/33666 [15:01<05:59, 26.71it/s, loss=3.59, v_num=0]
    Epoch 1:  72%|███████▏  | 24077/33666 [15:01<05:59, 26.71it/s, loss=3.59, v_num=0]
    Epoch 1:  72%|███████▏  | 24077/33666 [15:01<05:59, 26.71it/s, loss=3.54, v_num=0]
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    Epoch 1:  72%|███████▏  | 24078/33666 [15:01<05:58, 26.71it/s, loss=3.61, v_num=0]
    Epoch 1:  72%|███████▏  | 24079/33666 [15:01<05:58, 26.71it/s, loss=3.61, v_num=0]
    Epoch 1:  72%|███████▏  | 24079/33666 [15:01<05:58, 26.71it/s, loss=3.59, v_num=0]
    Epoch 1:  72%|███████▏  | 24080/33666 [15:01<05:58, 26.71it/s, loss=3.59, v_num=0]
    Epoch 1:  72%|███████▏  | 24080/33666 [15:01<05:58, 26.71it/s, loss=3.63, v_num=0]
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    Epoch 1:  72%|███████▏  | 24081/33666 [15:01<05:58, 26.71it/s, loss=3.68, v_num=0]
    Epoch 1:  72%|███████▏  | 24082/33666 [15:01<05:58, 26.71it/s, loss=3.68, v_num=0]
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    Epoch 1:  72%|███████▏  | 24083/33666 [15:01<05:58, 26.71it/s, loss=3.54, v_num=0]
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    Epoch 1:  72%|███████▏  | 24085/33666 [15:01<05:58, 26.71it/s, loss=3.54, v_num=0]
    Epoch 1:  72%|███████▏  | 24085/33666 [15:01<05:58, 26.71it/s, loss=3.61, v_num=0]
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    Epoch 1:  72%|███████▏  | 24086/33666 [15:01<05:58, 26.71it/s, loss=3.62, v_num=0]
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    Epoch 1:  72%|███████▏  | 24088/33666 [15:01<05:58, 26.71it/s, loss=3.7, v_num=0] 
    Epoch 1:  72%|███████▏  | 24089/33666 [15:01<05:58, 26.71it/s, loss=3.7, v_num=0]
    Epoch 1:  72%|███████▏  | 24089/33666 [15:01<05:58, 26.71it/s, loss=3.7, v_num=0]
    Epoch 1:  72%|███████▏  | 24090/33666 [15:01<05:58, 26.71it/s, loss=3.7, v_num=0]
    Epoch 1:  72%|███████▏  | 24090/33666 [15:01<05:58, 26.71it/s, loss=3.72, v_num=0]
    Epoch 1:  72%|███████▏  | 24091/33666 [15:02<05:58, 26.71it/s, loss=3.72, v_num=0]
    Epoch 1:  72%|███████▏  | 24091/33666 [15:02<05:58, 26.71it/s, loss=3.72, v_num=0]
    Epoch 1:  72%|███████▏  | 24092/33666 [15:02<05:58, 26.71it/s, loss=3.72, v_num=0]
    Epoch 1:  72%|███████▏  | 24092/33666 [15:02<05:58, 26.71it/s, loss=3.75, v_num=0]
    Epoch 1:  72%|███████▏  | 24093/33666 [15:02<05:58, 26.71it/s, loss=3.75, v_num=0]
    Epoch 1:  72%|███████▏  | 24093/33666 [15:02<05:58, 26.71it/s, loss=3.74, v_num=0]
    Epoch 1:  72%|███████▏  | 24094/33666 [15:02<05:58, 26.71it/s, loss=3.74, v_num=0]
    Epoch 1:  72%|███████▏  | 24094/33666 [15:02<05:58, 26.71it/s, loss=3.65, v_num=0]
    Epoch 1:  72%|███████▏  | 24095/33666 [15:02<05:58, 26.71it/s, loss=3.65, v_num=0]
    Epoch 1:  72%|███████▏  | 24095/33666 [15:02<05:58, 26.71it/s, loss=3.69, v_num=0]
    Epoch 1:  72%|███████▏  | 24096/33666 [15:02<05:58, 26.71it/s, loss=3.69, v_num=0]
    Epoch 1:  72%|███████▏  | 24096/33666 [15:02<05:58, 26.71it/s, loss=3.62, v_num=0]
    Epoch 1:  72%|███████▏  | 24097/33666 [15:02<05:58, 26.71it/s, loss=3.62, v_num=0]
    Epoch 1:  72%|███████▏  | 24097/33666 [15:02<05:58, 26.71it/s, loss=3.56, v_num=0]
    Epoch 1:  72%|███████▏  | 24098/33666 [15:02<05:58, 26.71it/s, loss=3.56, v_num=0]
    Epoch 1:  72%|███████▏  | 24098/33666 [15:02<05:58, 26.71it/s, loss=3.54, v_num=0]
    Epoch 1:  72%|███████▏  | 24099/33666 [15:02<05:58, 26.71it/s, loss=3.54, v_num=0]
    Epoch 1:  72%|███████▏  | 24099/33666 [15:02<05:58, 26.71it/s, loss=3.53, v_num=0]
    Epoch 1:  72%|███████▏  | 24100/33666 [15:02<05:58, 26.71it/s, loss=3.53, v_num=0]
    Epoch 1:  72%|███████▏  | 24100/33666 [15:02<05:58, 26.71it/s, loss=3.52, v_num=0]
    Epoch 1:  72%|███████▏  | 24101/33666 [15:02<05:58, 26.71it/s, loss=3.52, v_num=0]
    Epoch 1:  72%|███████▏  | 24101/33666 [15:02<05:58, 26.71it/s, loss=3.57, v_num=0]
    Epoch 1:  72%|███████▏  | 24102/33666 [15:02<05:58, 26.71it/s, loss=3.57, v_num=0]
    Epoch 1:  72%|███████▏  | 24102/33666 [15:02<05:58, 26.71it/s, loss=3.64, v_num=0]
    Epoch 1:  72%|███████▏  | 24103/33666 [15:02<05:58, 26.71it/s, loss=3.64, v_num=0]
    Epoch 1:  72%|███████▏  | 24103/33666 [15:02<05:58, 26.71it/s, loss=3.74, v_num=0]
    Epoch 1:  72%|███████▏  | 24104/33666 [15:02<05:58, 26.71it/s, loss=3.74, v_num=0]
    Epoch 1:  72%|███████▏  | 24104/33666 [15:02<05:58, 26.71it/s, loss=3.7, v_num=0] 
    Epoch 1:  72%|███████▏  | 24105/33666 [15:02<05:57, 26.71it/s, loss=3.7, v_num=0]
    Epoch 1:  72%|███████▏  | 24105/33666 [15:02<05:57, 26.71it/s, loss=3.68, v_num=0]
    Epoch 1:  72%|███████▏  | 24106/33666 [15:02<05:57, 26.71it/s, loss=3.68, v_num=0]
    Epoch 1:  72%|███████▏  | 24106/33666 [15:02<05:57, 26.71it/s, loss=3.65, v_num=0]
    Epoch 1:  72%|███████▏  | 24107/33666 [15:02<05:57, 26.71it/s, loss=3.65, v_num=0]
    Epoch 1:  72%|███████▏  | 24107/33666 [15:02<05:57, 26.71it/s, loss=3.61, v_num=0]
    Epoch 1:  72%|███████▏  | 24108/33666 [15:02<05:57, 26.71it/s, loss=3.61, v_num=0]
    Epoch 1:  72%|███████▏  | 24108/33666 [15:02<05:57, 26.71it/s, loss=3.61, v_num=0]
    Epoch 1:  72%|███████▏  | 24109/33666 [15:02<05:57, 26.71it/s, loss=3.61, v_num=0]
    Epoch 1:  72%|███████▏  | 24109/33666 [15:02<05:57, 26.71it/s, loss=3.66, v_num=0]
    Epoch 1:  72%|███████▏  | 24110/33666 [15:02<05:57, 26.71it/s, loss=3.66, v_num=0]
    Epoch 1:  72%|███████▏  | 24110/33666 [15:02<05:57, 26.71it/s, loss=3.72, v_num=0]
    Epoch 1:  72%|███████▏  | 24111/33666 [15:02<05:57, 26.71it/s, loss=3.72, v_num=0]
    Epoch 1:  72%|███████▏  | 24111/33666 [15:02<05:57, 26.71it/s, loss=3.77, v_num=0]
    Epoch 1:  72%|███████▏  | 24112/33666 [15:02<05:57, 26.71it/s, loss=3.77, v_num=0]
    Epoch 1:  72%|███████▏  | 24112/33666 [15:02<05:57, 26.71it/s, loss=3.71, v_num=0]
    Epoch 1:  72%|███████▏  | 24113/33666 [15:02<05:57, 26.71it/s, loss=3.71, v_num=0]
    Epoch 1:  72%|███████▏  | 24113/33666 [15:02<05:57, 26.71it/s, loss=3.71, v_num=0]
    Epoch 1:  72%|███████▏  | 24114/33666 [15:02<05:57, 26.71it/s, loss=3.71, v_num=0]
    Epoch 1:  72%|███████▏  | 24114/33666 [15:02<05:57, 26.71it/s, loss=3.74, v_num=0]
    Epoch 1:  72%|███████▏  | 24115/33666 [15:02<05:57, 26.71it/s, loss=3.74, v_num=0]
    Epoch 1:  72%|███████▏  | 24115/33666 [15:02<05:57, 26.71it/s, loss=3.76, v_num=0]
    Epoch 1:  72%|███████▏  | 24116/33666 [15:02<05:57, 26.71it/s, loss=3.76, v_num=0]
    Epoch 1:  72%|███████▏  | 24116/33666 [15:02<05:57, 26.71it/s, loss=3.84, v_num=0]
    Epoch 1:  72%|███████▏  | 24117/33666 [15:02<05:57, 26.71it/s, loss=3.84, v_num=0]
    Epoch 1:  72%|███████▏  | 24117/33666 [15:02<05:57, 26.71it/s, loss=3.87, v_num=0]
    Epoch 1:  72%|███████▏  | 24118/33666 [15:02<05:57, 26.71it/s, loss=3.87, v_num=0]
    Epoch 1:  72%|███████▏  | 24118/33666 [15:02<05:57, 26.71it/s, loss=3.88, v_num=0]
    Epoch 1:  72%|███████▏  | 24119/33666 [15:03<05:57, 26.71it/s, loss=3.88, v_num=0]
    Epoch 1:  72%|███████▏  | 24119/33666 [15:03<05:57, 26.71it/s, loss=3.9, v_num=0] 
    Epoch 1:  72%|███████▏  | 24120/33666 [15:03<05:57, 26.71it/s, loss=3.9, v_num=0]
    Epoch 1:  72%|███████▏  | 24120/33666 [15:03<05:57, 26.71it/s, loss=3.91, v_num=0]
    Epoch 1:  72%|███████▏  | 24121/33666 [15:03<05:57, 26.71it/s, loss=3.91, v_num=0]
    Epoch 1:  72%|███████▏  | 24121/33666 [15:03<05:57, 26.71it/s, loss=3.82, v_num=0]
    Epoch 1:  72%|███████▏  | 24122/33666 [15:03<05:57, 26.71it/s, loss=3.82, v_num=0]
    Epoch 1:  72%|███████▏  | 24122/33666 [15:03<05:57, 26.71it/s, loss=3.78, v_num=0]
    Epoch 1:  72%|███████▏  | 24123/33666 [15:03<05:57, 26.71it/s, loss=3.78, v_num=0]
    Epoch 1:  72%|███████▏  | 24123/33666 [15:03<05:57, 26.71it/s, loss=3.73, v_num=0]
    Epoch 1:  72%|███████▏  | 24124/33666 [15:03<05:57, 26.71it/s, loss=3.73, v_num=0]
    Epoch 1:  72%|███████▏  | 24124/33666 [15:03<05:57, 26.71it/s, loss=3.83, v_num=0]
    Epoch 1:  72%|███████▏  | 24125/33666 [15:03<05:57, 26.71it/s, loss=3.83, v_num=0]
    Epoch 1:  72%|███████▏  | 24125/33666 [15:03<05:57, 26.71it/s, loss=3.81, v_num=0]
    Epoch 1:  72%|███████▏  | 24126/33666 [15:03<05:57, 26.71it/s, loss=3.81, v_num=0]
    Epoch 1:  72%|███████▏  | 24126/33666 [15:03<05:57, 26.71it/s, loss=3.82, v_num=0]
    Epoch 1:  72%|███████▏  | 24127/33666 [15:03<05:57, 26.71it/s, loss=3.82, v_num=0]
    Epoch 1:  72%|███████▏  | 24127/33666 [15:03<05:57, 26.71it/s, loss=3.82, v_num=0]
    Epoch 1:  72%|███████▏  | 24128/33666 [15:03<05:57, 26.71it/s, loss=3.82, v_num=0]
    Epoch 1:  72%|███████▏  | 24128/33666 [15:03<05:57, 26.71it/s, loss=3.88, v_num=0]
    Epoch 1:  72%|███████▏  | 24129/33666 [15:03<05:57, 26.71it/s, loss=3.88, v_num=0]
    Epoch 1:  72%|███████▏  | 24129/33666 [15:03<05:57, 26.71it/s, loss=3.84, v_num=0]
    Epoch 1:  72%|███████▏  | 24130/33666 [15:03<05:57, 26.71it/s, loss=3.84, v_num=0]
    Epoch 1:  72%|███████▏  | 24130/33666 [15:03<05:57, 26.71it/s, loss=3.87, v_num=0]
    Epoch 1:  72%|███████▏  | 24131/33666 [15:03<05:56, 26.71it/s, loss=3.87, v_num=0]
    Epoch 1:  72%|███████▏  | 24131/33666 [15:03<05:56, 26.71it/s, loss=3.88, v_num=0]
    Epoch 1:  72%|███████▏  | 24132/33666 [15:03<05:56, 26.71it/s, loss=3.88, v_num=0]
    Epoch 1:  72%|███████▏  | 24132/33666 [15:03<05:56, 26.71it/s, loss=3.91, v_num=0]
    Epoch 1:  72%|███████▏  | 24133/33666 [15:03<05:56, 26.71it/s, loss=3.91, v_num=0]
    Epoch 1:  72%|███████▏  | 24133/33666 [15:03<05:56, 26.71it/s, loss=3.93, v_num=0]
    Epoch 1:  72%|███████▏  | 24134/33666 [15:03<05:56, 26.71it/s, loss=3.93, v_num=0]
    Epoch 1:  72%|███████▏  | 24134/33666 [15:03<05:56, 26.71it/s, loss=3.92, v_num=0]
    Epoch 1:  72%|███████▏  | 24135/33666 [15:03<05:56, 26.71it/s, loss=3.92, v_num=0]
    Epoch 1:  72%|███████▏  | 24135/33666 [15:03<05:56, 26.71it/s, loss=3.81, v_num=0]
    Epoch 1:  72%|███████▏  | 24136/33666 [15:03<05:56, 26.71it/s, loss=3.81, v_num=0]
    Epoch 1:  72%|███████▏  | 24136/33666 [15:03<05:56, 26.71it/s, loss=3.74, v_num=0]
    Epoch 1:  72%|███████▏  | 24137/33666 [15:03<05:56, 26.71it/s, loss=3.74, v_num=0]
    Epoch 1:  72%|███████▏  | 24137/33666 [15:03<05:56, 26.71it/s, loss=3.75, v_num=0]
    Epoch 1:  72%|███████▏  | 24138/33666 [15:03<05:56, 26.71it/s, loss=3.75, v_num=0]
    Epoch 1:  72%|███████▏  | 24138/33666 [15:03<05:56, 26.71it/s, loss=3.79, v_num=0]
    Epoch 1:  72%|███████▏  | 24139/33666 [15:03<05:56, 26.71it/s, loss=3.79, v_num=0]
    Epoch 1:  72%|███████▏  | 24139/33666 [15:03<05:56, 26.71it/s, loss=3.84, v_num=0]
    Epoch 1:  72%|███████▏  | 24140/33666 [15:03<05:56, 26.71it/s, loss=3.84, v_num=0]
    Epoch 1:  72%|███████▏  | 24140/33666 [15:03<05:56, 26.71it/s, loss=3.84, v_num=0]
    Epoch 1:  72%|███████▏  | 24141/33666 [15:03<05:56, 26.71it/s, loss=3.84, v_num=0]
    Epoch 1:  72%|███████▏  | 24141/33666 [15:03<05:56, 26.71it/s, loss=3.89, v_num=0]
    Epoch 1:  72%|███████▏  | 24142/33666 [15:03<05:56, 26.71it/s, loss=3.89, v_num=0]
    Epoch 1:  72%|███████▏  | 24142/33666 [15:03<05:56, 26.71it/s, loss=3.97, v_num=0]
    Epoch 1:  72%|███████▏  | 24143/33666 [15:03<05:56, 26.71it/s, loss=3.97, v_num=0]
    Epoch 1:  72%|███████▏  | 24143/33666 [15:03<05:56, 26.71it/s, loss=4, v_num=0]   
    Epoch 1:  72%|███████▏  | 24144/33666 [15:03<05:56, 26.71it/s, loss=4, v_num=0]
    Epoch 1:  72%|███████▏  | 24144/33666 [15:03<05:56, 26.71it/s, loss=3.93, v_num=0]
    Epoch 1:  72%|███████▏  | 24145/33666 [15:03<05:56, 26.71it/s, loss=3.93, v_num=0]
    Epoch 1:  72%|███████▏  | 24145/33666 [15:03<05:56, 26.71it/s, loss=3.94, v_num=0]
    Epoch 1:  72%|███████▏  | 24146/33666 [15:04<05:56, 26.71it/s, loss=3.94, v_num=0]
    Epoch 1:  72%|███████▏  | 24146/33666 [15:04<05:56, 26.71it/s, loss=3.95, v_num=0]
    Epoch 1:  72%|███████▏  | 24147/33666 [15:04<05:56, 26.71it/s, loss=3.95, v_num=0]
    Epoch 1:  72%|███████▏  | 24147/33666 [15:04<05:56, 26.71it/s, loss=3.92, v_num=0]
    Epoch 1:  72%|███████▏  | 24148/33666 [15:04<05:56, 26.71it/s, loss=3.92, v_num=0]
    Epoch 1:  72%|███████▏  | 24148/33666 [15:04<05:56, 26.71it/s, loss=3.94, v_num=0]
    Epoch 1:  72%|███████▏  | 24149/33666 [15:04<05:56, 26.71it/s, loss=3.94, v_num=0]
    Epoch 1:  72%|███████▏  | 24149/33666 [15:04<05:56, 26.71it/s, loss=3.93, v_num=0]
    Epoch 1:  72%|███████▏  | 24150/33666 [15:04<05:56, 26.71it/s, loss=3.93, v_num=0]
    Epoch 1:  72%|███████▏  | 24150/33666 [15:04<05:56, 26.71it/s, loss=3.87, v_num=0]
    Epoch 1:  72%|███████▏  | 24151/33666 [15:04<05:56, 26.71it/s, loss=3.87, v_num=0]
    Epoch 1:  72%|███████▏  | 24151/33666 [15:04<05:56, 26.71it/s, loss=3.8, v_num=0] 
    Epoch 1:  72%|███████▏  | 24152/33666 [15:04<05:56, 26.71it/s, loss=3.8, v_num=0]
    Epoch 1:  72%|███████▏  | 24152/33666 [15:04<05:56, 26.71it/s, loss=3.78, v_num=0]
    Epoch 1:  72%|███████▏  | 24153/33666 [15:04<05:56, 26.71it/s, loss=3.78, v_num=0]
    Epoch 1:  72%|███████▏  | 24153/33666 [15:04<05:56, 26.71it/s, loss=3.81, v_num=0]
    Epoch 1:  72%|███████▏  | 24154/33666 [15:04<05:56, 26.71it/s, loss=3.81, v_num=0]
    Epoch 1:  72%|███████▏  | 24154/33666 [15:04<05:56, 26.71it/s, loss=3.81, v_num=0]
    Epoch 1:  72%|███████▏  | 24155/33666 [15:04<05:56, 26.71it/s, loss=3.81, v_num=0]
    Epoch 1:  72%|███████▏  | 24155/33666 [15:04<05:56, 26.71it/s, loss=3.83, v_num=0]
    Epoch 1:  72%|███████▏  | 24156/33666 [15:04<05:56, 26.71it/s, loss=3.83, v_num=0]
    Epoch 1:  72%|███████▏  | 24156/33666 [15:04<05:56, 26.71it/s, loss=3.87, v_num=0]
    Epoch 1:  72%|███████▏  | 24157/33666 [15:04<05:56, 26.71it/s, loss=3.87, v_num=0]
    Epoch 1:  72%|███████▏  | 24157/33666 [15:04<05:56, 26.71it/s, loss=3.84, v_num=0]
    Epoch 1:  72%|███████▏  | 24158/33666 [15:04<05:55, 26.71it/s, loss=3.84, v_num=0]
    Epoch 1:  72%|███████▏  | 24158/33666 [15:04<05:55, 26.71it/s, loss=3.74, v_num=0]
    Epoch 1:  72%|███████▏  | 24159/33666 [15:04<05:55, 26.71it/s, loss=3.74, v_num=0]
    Epoch 1:  72%|███████▏  | 24159/33666 [15:04<05:55, 26.71it/s, loss=3.68, v_num=0]
    Epoch 1:  72%|███████▏  | 24160/33666 [15:04<05:55, 26.71it/s, loss=3.68, v_num=0]
    Epoch 1:  72%|███████▏  | 24160/33666 [15:04<05:55, 26.71it/s, loss=3.64, v_num=0]
    Epoch 1:  72%|███████▏  | 24161/33666 [15:04<05:55, 26.71it/s, loss=3.64, v_num=0]
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    Epoch 1:  72%|███████▏  | 24167/33666 [15:04<05:55, 26.71it/s, loss=3.5, v_num=0]
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    Epoch 1:  72%|███████▏  | 24179/33666 [15:05<05:55, 26.71it/s, loss=3.56, v_num=0]
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    Epoch 1:  72%|███████▏  | 24182/33666 [15:05<05:55, 26.71it/s, loss=3.7, v_num=0] 
    Epoch 1:  72%|███████▏  | 24183/33666 [15:05<05:55, 26.71it/s, loss=3.7, v_num=0]
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    Epoch 1:  72%|███████▏  | 24187/33666 [15:05<05:54, 26.71it/s, loss=3.77, v_num=0]
    Epoch 1:  72%|███████▏  | 24188/33666 [15:05<05:54, 26.71it/s, loss=3.77, v_num=0]
    Epoch 1:  72%|███████▏  | 24188/33666 [15:05<05:54, 26.71it/s, loss=3.77, v_num=0]
    Epoch 1:  72%|███████▏  | 24189/33666 [15:05<05:54, 26.71it/s, loss=3.77, v_num=0]
    Epoch 1:  72%|███████▏  | 24189/33666 [15:05<05:54, 26.71it/s, loss=3.87, v_num=0]
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    Epoch 1:  72%|███████▏  | 24192/33666 [15:05<05:54, 26.71it/s, loss=3.7, v_num=0]
    Epoch 1:  72%|███████▏  | 24192/33666 [15:05<05:54, 26.71it/s, loss=3.7, v_num=0]
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    Epoch 1:  72%|███████▏  | 24194/33666 [15:05<05:54, 26.71it/s, loss=3.71, v_num=0]
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    Epoch 1:  72%|███████▏  | 24195/33666 [15:05<05:54, 26.71it/s, loss=3.75, v_num=0]
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    Epoch 1:  72%|███████▏  | 24198/33666 [15:05<05:54, 26.71it/s, loss=3.7, v_num=0] 
    Epoch 1:  72%|███████▏  | 24199/33666 [15:05<05:54, 26.71it/s, loss=3.7, v_num=0]
    Epoch 1:  72%|███████▏  | 24199/33666 [15:05<05:54, 26.71it/s, loss=3.72, v_num=0]
    Epoch 1:  72%|███████▏  | 24200/33666 [15:05<05:54, 26.71it/s, loss=3.72, v_num=0]
    Epoch 1:  72%|███████▏  | 24200/33666 [15:05<05:54, 26.71it/s, loss=3.65, v_num=0]
    Epoch 1:  72%|███████▏  | 24201/33666 [15:05<05:54, 26.71it/s, loss=3.65, v_num=0]
    Epoch 1:  72%|███████▏  | 24201/33666 [15:05<05:54, 26.71it/s, loss=3.61, v_num=0]
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    Epoch 1:  72%|███████▏  | 24202/33666 [15:06<05:54, 26.71it/s, loss=3.6, v_num=0] 
    Epoch 1:  72%|███████▏  | 24203/33666 [15:06<05:54, 26.71it/s, loss=3.6, v_num=0]
    Epoch 1:  72%|███████▏  | 24203/33666 [15:06<05:54, 26.71it/s, loss=3.65, v_num=0]
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    Epoch 1:  72%|███████▏  | 24204/33666 [15:06<05:54, 26.71it/s, loss=3.76, v_num=0]
    Epoch 1:  72%|███████▏  | 24205/33666 [15:06<05:54, 26.71it/s, loss=3.76, v_num=0]
    Epoch 1:  72%|███████▏  | 24205/33666 [15:06<05:54, 26.71it/s, loss=3.72, v_num=0]
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    Epoch 1:  72%|███████▏  | 24207/33666 [15:06<05:54, 26.71it/s, loss=3.81, v_num=0]
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    Epoch 1:  72%|███████▏  | 24208/33666 [15:06<05:54, 26.71it/s, loss=3.8, v_num=0] 
    Epoch 1:  72%|███████▏  | 24209/33666 [15:06<05:54, 26.71it/s, loss=3.8, v_num=0]
    Epoch 1:  72%|███████▏  | 24209/33666 [15:06<05:54, 26.71it/s, loss=3.75, v_num=0]
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    Epoch 1:  72%|███████▏  | 24210/33666 [15:06<05:53, 26.71it/s, loss=3.8, v_num=0] 
    Epoch 1:  72%|███████▏  | 24211/33666 [15:06<05:53, 26.71it/s, loss=3.8, v_num=0]
    Epoch 1:  72%|███████▏  | 24211/33666 [15:06<05:53, 26.71it/s, loss=3.81, v_num=0]
    Epoch 1:  72%|███████▏  | 24212/33666 [15:06<05:53, 26.71it/s, loss=3.81, v_num=0]
    Epoch 1:  72%|███████▏  | 24212/33666 [15:06<05:53, 26.71it/s, loss=3.75, v_num=0]
    Epoch 1:  72%|███████▏  | 24213/33666 [15:06<05:53, 26.71it/s, loss=3.75, v_num=0]
    Epoch 1:  72%|███████▏  | 24213/33666 [15:06<05:53, 26.71it/s, loss=3.75, v_num=0]
    Epoch 1:  72%|███████▏  | 24214/33666 [15:06<05:53, 26.71it/s, loss=3.75, v_num=0]
    Epoch 1:  72%|███████▏  | 24214/33666 [15:06<05:53, 26.71it/s, loss=3.74, v_num=0]
    Epoch 1:  72%|███████▏  | 24215/33666 [15:06<05:53, 26.71it/s, loss=3.74, v_num=0]
    Epoch 1:  72%|███████▏  | 24215/33666 [15:06<05:53, 26.71it/s, loss=3.66, v_num=0]
    Epoch 1:  72%|███████▏  | 24216/33666 [15:06<05:53, 26.71it/s, loss=3.66, v_num=0]
    Epoch 1:  72%|███████▏  | 24216/33666 [15:06<05:53, 26.71it/s, loss=3.68, v_num=0]
    Epoch 1:  72%|███████▏  | 24217/33666 [15:06<05:53, 26.71it/s, loss=3.68, v_num=0]
    Epoch 1:  72%|███████▏  | 24217/33666 [15:06<05:53, 26.71it/s, loss=3.81, v_num=0]
    Epoch 1:  72%|███████▏  | 24218/33666 [15:06<05:53, 26.71it/s, loss=3.81, v_num=0]
    Epoch 1:  72%|███████▏  | 24218/33666 [15:06<05:53, 26.71it/s, loss=3.8, v_num=0] 
    Epoch 1:  72%|███████▏  | 24219/33666 [15:06<05:53, 26.71it/s, loss=3.8, v_num=0]
    Epoch 1:  72%|███████▏  | 24219/33666 [15:06<05:53, 26.71it/s, loss=3.78, v_num=0]
    Epoch 1:  72%|███████▏  | 24220/33666 [15:06<05:53, 26.71it/s, loss=3.78, v_num=0]
    Epoch 1:  72%|███████▏  | 24220/33666 [15:06<05:53, 26.71it/s, loss=3.8, v_num=0] 
    Epoch 1:  72%|███████▏  | 24221/33666 [15:06<05:53, 26.71it/s, loss=3.8, v_num=0]
    Epoch 1:  72%|███████▏  | 24221/33666 [15:06<05:53, 26.71it/s, loss=3.85, v_num=0]
    Epoch 1:  72%|███████▏  | 24222/33666 [15:06<05:53, 26.71it/s, loss=3.85, v_num=0]
    Epoch 1:  72%|███████▏  | 24222/33666 [15:06<05:53, 26.71it/s, loss=3.79, v_num=0]
    Epoch 1:  72%|███████▏  | 24223/33666 [15:06<05:53, 26.71it/s, loss=3.79, v_num=0]
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    Epoch 1:  72%|███████▏  | 24224/33666 [15:06<05:53, 26.71it/s, loss=3.69, v_num=0]
    Epoch 1:  72%|███████▏  | 24224/33666 [15:06<05:53, 26.71it/s, loss=3.6, v_num=0] 
    Epoch 1:  72%|███████▏  | 24225/33666 [15:06<05:53, 26.71it/s, loss=3.6, v_num=0]
    Epoch 1:  72%|███████▏  | 24225/33666 [15:06<05:53, 26.71it/s, loss=3.6, v_num=0]
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    Epoch 1:  72%|███████▏  | 24227/33666 [15:06<05:53, 26.71it/s, loss=3.55, v_num=0]
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    Epoch 1:  72%|███████▏  | 24228/33666 [15:06<05:53, 26.71it/s, loss=3.5, v_num=0] 
    Epoch 1:  72%|███████▏  | 24229/33666 [15:06<05:53, 26.71it/s, loss=3.5, v_num=0]
    Epoch 1:  72%|███████▏  | 24229/33666 [15:06<05:53, 26.71it/s, loss=3.55, v_num=0]
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    Epoch 1:  72%|███████▏  | 24230/33666 [15:07<05:53, 26.71it/s, loss=3.5, v_num=0] 
    Epoch 1:  72%|███████▏  | 24231/33666 [15:07<05:53, 26.71it/s, loss=3.5, v_num=0]
    Epoch 1:  72%|███████▏  | 24231/33666 [15:07<05:53, 26.71it/s, loss=3.6, v_num=0]
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    Epoch 1:  72%|███████▏  | 24255/33666 [15:07<05:52, 26.71it/s, loss=3.43, v_num=0]
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    Epoch 1:  72%|███████▏  | 24260/33666 [15:08<05:52, 26.71it/s, loss=3.83, v_num=0]
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    Epoch 1:  72%|███████▏  | 24262/33666 [15:08<05:52, 26.71it/s, loss=3.9, v_num=0]
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    Epoch 1:  72%|███████▏  | 24264/33666 [15:08<05:51, 26.71it/s, loss=3.84, v_num=0]
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    Epoch 1:  72%|███████▏  | 24270/33666 [15:08<05:51, 26.71it/s, loss=3.84, v_num=0]
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    Epoch 1:  72%|███████▏  | 24271/33666 [15:08<05:51, 26.71it/s, loss=3.88, v_num=0]
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    Epoch 1:  72%|███████▏  | 24272/33666 [15:08<05:51, 26.71it/s, loss=3.87, v_num=0]
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    Epoch 1:  72%|███████▏  | 24273/33666 [15:08<05:51, 26.71it/s, loss=3.87, v_num=0]
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    Epoch 1:  72%|███████▏  | 24274/33666 [15:08<05:51, 26.71it/s, loss=3.82, v_num=0]
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    Epoch 1:  72%|███████▏  | 24280/33666 [15:08<05:51, 26.72it/s, loss=3.56, v_num=0]
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    Epoch 1:  72%|███████▏  | 24281/33666 [15:08<05:51, 26.72it/s, loss=3.51, v_num=0]
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    Epoch 1:  72%|███████▏  | 24283/33666 [15:08<05:51, 26.72it/s, loss=3.47, v_num=0]
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    Epoch 1:  72%|███████▏  | 24285/33666 [15:09<05:51, 26.72it/s, loss=3.46, v_num=0]
    Epoch 1:  72%|███████▏  | 24286/33666 [15:09<05:51, 26.72it/s, loss=3.46, v_num=0]
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    Epoch 1:  72%|███████▏  | 24287/33666 [15:09<05:51, 26.72it/s, loss=3.52, v_num=0]
    Epoch 1:  72%|███████▏  | 24287/33666 [15:09<05:51, 26.72it/s, loss=3.58, v_num=0]
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    Epoch 1:  72%|███████▏  | 24288/33666 [15:09<05:51, 26.72it/s, loss=3.58, v_num=0]
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    Epoch 1:  72%|███████▏  | 24289/33666 [15:09<05:51, 26.71it/s, loss=3.6, v_num=0] 
    Epoch 1:  72%|███████▏  | 24290/33666 [15:09<05:50, 26.71it/s, loss=3.6, v_num=0]
    Epoch 1:  72%|███████▏  | 24290/33666 [15:09<05:50, 26.71it/s, loss=3.67, v_num=0]
    Epoch 1:  72%|███████▏  | 24291/33666 [15:09<05:50, 26.71it/s, loss=3.67, v_num=0]
    Epoch 1:  72%|███████▏  | 24291/33666 [15:09<05:50, 26.71it/s, loss=3.63, v_num=0]
    Epoch 1:  72%|███████▏  | 24292/33666 [15:09<05:50, 26.71it/s, loss=3.63, v_num=0]
    Epoch 1:  72%|███████▏  | 24292/33666 [15:09<05:50, 26.71it/s, loss=3.67, v_num=0]
    Epoch 1:  72%|███████▏  | 24293/33666 [15:09<05:50, 26.72it/s, loss=3.67, v_num=0]
    Epoch 1:  72%|███████▏  | 24293/33666 [15:09<05:50, 26.72it/s, loss=3.71, v_num=0]
    Epoch 1:  72%|███████▏  | 24294/33666 [15:09<05:50, 26.72it/s, loss=3.71, v_num=0]
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    Epoch 1:  72%|███████▏  | 24295/33666 [15:09<05:50, 26.72it/s, loss=3.77, v_num=0]
    Epoch 1:  72%|███████▏  | 24295/33666 [15:09<05:50, 26.72it/s, loss=3.76, v_num=0]
    Epoch 1:  72%|███████▏  | 24296/33666 [15:09<05:50, 26.72it/s, loss=3.76, v_num=0]
    Epoch 1:  72%|███████▏  | 24296/33666 [15:09<05:50, 26.72it/s, loss=3.81, v_num=0]
    Epoch 1:  72%|███████▏  | 24297/33666 [15:09<05:50, 26.72it/s, loss=3.81, v_num=0]
    Epoch 1:  72%|███████▏  | 24297/33666 [15:09<05:50, 26.72it/s, loss=3.94, v_num=0]
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    Epoch 1:  72%|███████▏  | 24298/33666 [15:09<05:50, 26.72it/s, loss=3.88, v_num=0]
    Epoch 1:  72%|███████▏  | 24299/33666 [15:09<05:50, 26.72it/s, loss=3.88, v_num=0]
    Epoch 1:  72%|███████▏  | 24299/33666 [15:09<05:50, 26.72it/s, loss=3.81, v_num=0]
    Epoch 1:  72%|███████▏  | 24300/33666 [15:09<05:50, 26.72it/s, loss=3.81, v_num=0]
    Epoch 1:  72%|███████▏  | 24300/33666 [15:09<05:50, 26.72it/s, loss=3.77, v_num=0]
    Epoch 1:  72%|███████▏  | 24301/33666 [15:09<05:50, 26.72it/s, loss=3.77, v_num=0]
    Epoch 1:  72%|███████▏  | 24301/33666 [15:09<05:50, 26.72it/s, loss=3.77, v_num=0]
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    Epoch 1:  72%|███████▏  | 24302/33666 [15:09<05:50, 26.72it/s, loss=3.84, v_num=0]
    Epoch 1:  72%|███████▏  | 24303/33666 [15:09<05:50, 26.72it/s, loss=3.84, v_num=0]
    Epoch 1:  72%|███████▏  | 24303/33666 [15:09<05:50, 26.72it/s, loss=3.74, v_num=0]
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    Epoch 1:  72%|███████▏  | 24306/33666 [15:09<05:50, 26.72it/s, loss=3.64, v_num=0]
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    Epoch 1:  72%|███████▏  | 24307/33666 [15:09<05:50, 26.72it/s, loss=3.58, v_num=0]
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    Epoch 1:  72%|███████▏  | 24309/33666 [15:09<05:50, 26.72it/s, loss=3.7, v_num=0] 
    Epoch 1:  72%|███████▏  | 24310/33666 [15:09<05:50, 26.72it/s, loss=3.7, v_num=0]
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    Epoch 1:  72%|███████▏  | 24312/33666 [15:09<05:50, 26.72it/s, loss=3.72, v_num=0]
    Epoch 1:  72%|███████▏  | 24312/33666 [15:09<05:50, 26.72it/s, loss=3.76, v_num=0]
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    Epoch 1:  72%|███████▏  | 24366/33666 [15:11<05:48, 26.72it/s, loss=3.9, v_num=0] 
    Epoch 1:  72%|███████▏  | 24367/33666 [15:11<05:48, 26.72it/s, loss=3.9, v_num=0]
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    Epoch 1:  72%|███████▏  | 24368/33666 [15:11<05:47, 26.72it/s, loss=3.9, v_num=0] 
    Epoch 1:  72%|███████▏  | 24369/33666 [15:12<05:47, 26.72it/s, loss=3.9, v_num=0]
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    Epoch 1:  72%|███████▏  | 24370/33666 [15:12<05:47, 26.72it/s, loss=3.82, v_num=0]
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    Epoch 1:  72%|███████▏  | 24374/33666 [15:12<05:47, 26.72it/s, loss=3.68, v_num=0]
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    Epoch 1:  72%|███████▏  | 24375/33666 [15:12<05:47, 26.72it/s, loss=3.64, v_num=0]
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    Epoch 1:  72%|███████▏  | 24387/33666 [15:12<05:47, 26.72it/s, loss=3.72, v_num=0]
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    Epoch 1:  73%|███████▎  | 24414/33666 [15:13<05:46, 26.72it/s, loss=3.61, v_num=0]
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    Epoch 1:  73%|███████▎  | 24415/33666 [15:13<05:46, 26.72it/s, loss=3.68, v_num=0]
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    Epoch 1:  73%|███████▎  | 24416/33666 [15:13<05:46, 26.72it/s, loss=3.56, v_num=0]
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    Epoch 1:  73%|███████▎  | 24417/33666 [15:13<05:46, 26.72it/s, loss=3.57, v_num=0]
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    Epoch 1:  73%|███████▎  | 24418/33666 [15:13<05:46, 26.72it/s, loss=3.62, v_num=0]
    Epoch 1:  73%|███████▎  | 24419/33666 [15:13<05:46, 26.72it/s, loss=3.62, v_num=0]
    Epoch 1:  73%|███████▎  | 24419/33666 [15:13<05:46, 26.72it/s, loss=3.62, v_num=0]
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    Epoch 1:  73%|███████▎  | 24420/33666 [15:13<05:46, 26.72it/s, loss=3.64, v_num=0]
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    Epoch 1:  73%|███████▎  | 24421/33666 [15:13<05:45, 26.72it/s, loss=3.62, v_num=0]
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    Epoch 1:  73%|███████▎  | 24424/33666 [15:14<05:45, 26.72it/s, loss=3.77, v_num=0]
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    Epoch 1:  73%|███████▎  | 24426/33666 [15:14<05:45, 26.72it/s, loss=3.79, v_num=0]
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    Epoch 1:  73%|███████▎  | 24427/33666 [15:14<05:45, 26.72it/s, loss=3.9, v_num=0] 
    Epoch 1:  73%|███████▎  | 24428/33666 [15:14<05:45, 26.72it/s, loss=3.9, v_num=0]
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    Epoch 1:  73%|███████▎  | 24429/33666 [15:14<05:45, 26.72it/s, loss=3.89, v_num=0]
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    Epoch 1:  73%|███████▎  | 24430/33666 [15:14<05:45, 26.72it/s, loss=3.92, v_num=0]
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    Epoch 1:  73%|███████▎  | 24431/33666 [15:14<05:45, 26.72it/s, loss=3.87, v_num=0]
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    Epoch 1:  73%|███████▎  | 24433/33666 [15:14<05:45, 26.72it/s, loss=3.78, v_num=0]
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    Epoch 1:  73%|███████▎  | 24434/33666 [15:14<05:45, 26.72it/s, loss=3.76, v_num=0]
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    Epoch 1:  73%|███████▎  | 24435/33666 [15:14<05:45, 26.72it/s, loss=3.79, v_num=0]
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    Epoch 1:  73%|███████▎  | 24437/33666 [15:14<05:45, 26.72it/s, loss=3.81, v_num=0]
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    Epoch 1:  73%|███████▎  | 24438/33666 [15:14<05:45, 26.72it/s, loss=3.81, v_num=0]
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    Epoch 1:  73%|███████▎  | 24439/33666 [15:14<05:45, 26.72it/s, loss=3.77, v_num=0]
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    Epoch 1:  73%|███████▎  | 24440/33666 [15:14<05:45, 26.72it/s, loss=3.76, v_num=0]
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    Epoch 1:  73%|███████▎  | 24441/33666 [15:14<05:45, 26.72it/s, loss=3.76, v_num=0]
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    Epoch 1:  73%|███████▎  | 24442/33666 [15:14<05:45, 26.72it/s, loss=3.75, v_num=0]
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    Epoch 1:  73%|███████▎  | 24444/33666 [15:14<05:45, 26.72it/s, loss=3.83, v_num=0]
    Epoch 1:  73%|███████▎  | 24445/33666 [15:14<05:45, 26.72it/s, loss=3.83, v_num=0]
    Epoch 1:  73%|███████▎  | 24445/33666 [15:14<05:45, 26.72it/s, loss=3.81, v_num=0]
    Epoch 1:  73%|███████▎  | 24446/33666 [15:14<05:45, 26.72it/s, loss=3.81, v_num=0]
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    Epoch 1:  73%|███████▎  | 24447/33666 [15:14<05:45, 26.72it/s, loss=3.77, v_num=0]
    Epoch 1:  73%|███████▎  | 24447/33666 [15:14<05:45, 26.72it/s, loss=3.76, v_num=0]
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    Epoch 1:  73%|███████▎  | 24448/33666 [15:14<05:44, 26.72it/s, loss=3.76, v_num=0]
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    Epoch 1:  73%|███████▎  | 24449/33666 [15:14<05:44, 26.72it/s, loss=3.72, v_num=0]
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    Epoch 1:  73%|███████▎  | 24450/33666 [15:15<05:44, 26.72it/s, loss=3.7, v_num=0] 
    Epoch 1:  73%|███████▎  | 24451/33666 [15:15<05:44, 26.72it/s, loss=3.7, v_num=0]
    Epoch 1:  73%|███████▎  | 24451/33666 [15:15<05:44, 26.72it/s, loss=3.73, v_num=0]
    Epoch 1:  73%|███████▎  | 24452/33666 [15:15<05:44, 26.72it/s, loss=3.73, v_num=0]
    Epoch 1:  73%|███████▎  | 24452/33666 [15:15<05:44, 26.72it/s, loss=3.72, v_num=0]
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    Epoch 1:  73%|███████▎  | 24453/33666 [15:15<05:44, 26.72it/s, loss=3.72, v_num=0]
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    Epoch 1:  73%|███████▎  | 24462/33666 [15:15<05:44, 26.72it/s, loss=3.7, v_num=0]
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    Epoch 1:  73%|███████▎  | 24514/33666 [15:17<05:42, 26.72it/s, loss=3.9, v_num=0]
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    Epoch 1:  73%|███████▎  | 24517/33666 [15:17<05:42, 26.72it/s, loss=3.92, v_num=0]
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    Epoch 1:  73%|███████▎  | 24520/33666 [15:17<05:42, 26.72it/s, loss=3.92, v_num=0]
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    Epoch 1:  73%|███████▎  | 24526/33666 [15:17<05:42, 26.72it/s, loss=3.85, v_num=0]
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    Epoch 1:  73%|███████▎  | 24530/33666 [15:17<05:41, 26.72it/s, loss=3.7, v_num=0]
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    Epoch 1:  73%|███████▎  | 24547/33666 [15:18<05:41, 26.72it/s, loss=3.9, v_num=0]
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    Epoch 1:  73%|███████▎  | 24709/33666 [15:24<05:35, 26.72it/s, loss=3.6, v_num=0]
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    Epoch 1:  73%|███████▎  | 24710/33666 [15:24<05:35, 26.72it/s, loss=3.6, v_num=0] 
    Epoch 1:  73%|███████▎  | 24711/33666 [15:24<05:35, 26.72it/s, loss=3.6, v_num=0]
    Epoch 1:  73%|███████▎  | 24711/33666 [15:24<05:35, 26.72it/s, loss=3.63, v_num=0]
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    Epoch 1:  73%|███████▎  | 24712/33666 [15:24<05:35, 26.72it/s, loss=3.6, v_num=0] 
    Epoch 1:  73%|███████▎  | 24713/33666 [15:24<05:35, 26.72it/s, loss=3.6, v_num=0]
    Epoch 1:  73%|███████▎  | 24713/33666 [15:24<05:35, 26.72it/s, loss=3.64, v_num=0]
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    Epoch 1:  73%|███████▎  | 24714/33666 [15:24<05:35, 26.72it/s, loss=3.63, v_num=0]
    Epoch 1:  73%|███████▎  | 24715/33666 [15:25<05:35, 26.72it/s, loss=3.63, v_num=0]
    Epoch 1:  73%|███████▎  | 24715/33666 [15:25<05:35, 26.72it/s, loss=3.66, v_num=0]
    Epoch 1:  73%|███████▎  | 24716/33666 [15:25<05:34, 26.72it/s, loss=3.66, v_num=0]
    Epoch 1:  73%|███████▎  | 24716/33666 [15:25<05:34, 26.72it/s, loss=3.72, v_num=0]
    Epoch 1:  73%|███████▎  | 24717/33666 [15:25<05:34, 26.72it/s, loss=3.72, v_num=0]
    Epoch 1:  73%|███████▎  | 24717/33666 [15:25<05:34, 26.72it/s, loss=3.71, v_num=0]
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    Epoch 1:  73%|███████▎  | 24718/33666 [15:25<05:34, 26.72it/s, loss=3.68, v_num=0]
    Epoch 1:  73%|███████▎  | 24719/33666 [15:25<05:34, 26.72it/s, loss=3.68, v_num=0]
    Epoch 1:  73%|███████▎  | 24719/33666 [15:25<05:34, 26.72it/s, loss=3.7, v_num=0] 
    Epoch 1:  73%|███████▎  | 24720/33666 [15:25<05:34, 26.72it/s, loss=3.7, v_num=0]
    Epoch 1:  73%|███████▎  | 24720/33666 [15:25<05:34, 26.72it/s, loss=3.64, v_num=0]
    Epoch 1:  73%|███████▎  | 24721/33666 [15:25<05:34, 26.72it/s, loss=3.64, v_num=0]
    Epoch 1:  73%|███████▎  | 24721/33666 [15:25<05:34, 26.72it/s, loss=3.6, v_num=0] 
    Epoch 1:  73%|███████▎  | 24722/33666 [15:25<05:34, 26.72it/s, loss=3.6, v_num=0]
    Epoch 1:  73%|███████▎  | 24722/33666 [15:25<05:34, 26.72it/s, loss=3.61, v_num=0]
    Epoch 1:  73%|███████▎  | 24723/33666 [15:25<05:34, 26.72it/s, loss=3.61, v_num=0]
    Epoch 1:  73%|███████▎  | 24723/33666 [15:25<05:34, 26.72it/s, loss=3.58, v_num=0]
    Epoch 1:  73%|███████▎  | 24724/33666 [15:25<05:34, 26.72it/s, loss=3.58, v_num=0]
    Epoch 1:  73%|███████▎  | 24724/33666 [15:25<05:34, 26.72it/s, loss=3.61, v_num=0]
    Epoch 1:  73%|███████▎  | 24725/33666 [15:25<05:34, 26.72it/s, loss=3.61, v_num=0]
    Epoch 1:  73%|███████▎  | 24725/33666 [15:25<05:34, 26.72it/s, loss=3.58, v_num=0]
    Epoch 1:  73%|███████▎  | 24726/33666 [15:25<05:34, 26.72it/s, loss=3.58, v_num=0]
    Epoch 1:  73%|███████▎  | 24726/33666 [15:25<05:34, 26.72it/s, loss=3.62, v_num=0]
    Epoch 1:  73%|███████▎  | 24727/33666 [15:25<05:34, 26.72it/s, loss=3.62, v_num=0]
    Epoch 1:  73%|███████▎  | 24727/33666 [15:25<05:34, 26.72it/s, loss=3.61, v_num=0]
    Epoch 1:  73%|███████▎  | 24728/33666 [15:25<05:34, 26.72it/s, loss=3.61, v_num=0]
    Epoch 1:  73%|███████▎  | 24728/33666 [15:25<05:34, 26.72it/s, loss=3.66, v_num=0]
    Epoch 1:  73%|███████▎  | 24729/33666 [15:25<05:34, 26.72it/s, loss=3.66, v_num=0]
    Epoch 1:  73%|███████▎  | 24729/33666 [15:25<05:34, 26.72it/s, loss=3.62, v_num=0]
    Epoch 1:  73%|███████▎  | 24730/33666 [15:25<05:34, 26.72it/s, loss=3.62, v_num=0]
    Epoch 1:  73%|███████▎  | 24730/33666 [15:25<05:34, 26.72it/s, loss=3.76, v_num=0]
    Epoch 1:  73%|███████▎  | 24731/33666 [15:25<05:34, 26.72it/s, loss=3.76, v_num=0]
    Epoch 1:  73%|███████▎  | 24731/33666 [15:25<05:34, 26.72it/s, loss=3.71, v_num=0]
    Epoch 1:  73%|███████▎  | 24732/33666 [15:25<05:34, 26.72it/s, loss=3.71, v_num=0]
    Epoch 1:  73%|███████▎  | 24732/33666 [15:25<05:34, 26.72it/s, loss=3.78, v_num=0]
    Epoch 1:  73%|███████▎  | 24733/33666 [15:25<05:34, 26.72it/s, loss=3.78, v_num=0]
    Epoch 1:  73%|███████▎  | 24733/33666 [15:25<05:34, 26.72it/s, loss=3.76, v_num=0]
    Epoch 1:  73%|███████▎  | 24734/33666 [15:25<05:34, 26.72it/s, loss=3.76, v_num=0]
    Epoch 1:  73%|███████▎  | 24734/33666 [15:25<05:34, 26.72it/s, loss=3.74, v_num=0]
    Epoch 1:  73%|███████▎  | 24735/33666 [15:25<05:34, 26.72it/s, loss=3.74, v_num=0]
    Epoch 1:  73%|███████▎  | 24735/33666 [15:25<05:34, 26.72it/s, loss=3.71, v_num=0]
    Epoch 1:  73%|███████▎  | 24736/33666 [15:25<05:34, 26.72it/s, loss=3.71, v_num=0]
    Epoch 1:  73%|███████▎  | 24736/33666 [15:25<05:34, 26.72it/s, loss=3.71, v_num=0]
    Epoch 1:  73%|███████▎  | 24737/33666 [15:25<05:34, 26.72it/s, loss=3.71, v_num=0]
    Epoch 1:  73%|███████▎  | 24737/33666 [15:25<05:34, 26.72it/s, loss=3.78, v_num=0]
    Epoch 1:  73%|███████▎  | 24738/33666 [15:25<05:34, 26.72it/s, loss=3.78, v_num=0]
    Epoch 1:  73%|███████▎  | 24738/33666 [15:25<05:34, 26.72it/s, loss=3.77, v_num=0]
    Epoch 1:  73%|███████▎  | 24739/33666 [15:25<05:34, 26.72it/s, loss=3.77, v_num=0]
    Epoch 1:  73%|███████▎  | 24739/33666 [15:25<05:34, 26.72it/s, loss=3.7, v_num=0] 
    Epoch 1:  73%|███████▎  | 24740/33666 [15:25<05:34, 26.72it/s, loss=3.7, v_num=0]
    Epoch 1:  73%|███████▎  | 24740/33666 [15:25<05:34, 26.72it/s, loss=3.78, v_num=0]
    Epoch 1:  73%|███████▎  | 24741/33666 [15:25<05:34, 26.72it/s, loss=3.78, v_num=0]
    Epoch 1:  73%|███████▎  | 24741/33666 [15:25<05:34, 26.72it/s, loss=3.87, v_num=0]
    Epoch 1:  73%|███████▎  | 24742/33666 [15:25<05:33, 26.72it/s, loss=3.87, v_num=0]
    Epoch 1:  73%|███████▎  | 24742/33666 [15:25<05:33, 26.72it/s, loss=3.84, v_num=0]
    Epoch 1:  73%|███████▎  | 24743/33666 [15:26<05:33, 26.72it/s, loss=3.84, v_num=0]
    Epoch 1:  73%|███████▎  | 24743/33666 [15:26<05:33, 26.72it/s, loss=3.83, v_num=0]
    Epoch 1:  73%|███████▎  | 24744/33666 [15:26<05:33, 26.72it/s, loss=3.83, v_num=0]
    Epoch 1:  73%|███████▎  | 24744/33666 [15:26<05:33, 26.72it/s, loss=3.79, v_num=0]
    Epoch 1:  74%|███████▎  | 24745/33666 [15:26<05:33, 26.72it/s, loss=3.79, v_num=0]
    Epoch 1:  74%|███████▎  | 24745/33666 [15:26<05:33, 26.72it/s, loss=3.85, v_num=0]
    Epoch 1:  74%|███████▎  | 24746/33666 [15:26<05:33, 26.72it/s, loss=3.85, v_num=0]
    Epoch 1:  74%|███████▎  | 24746/33666 [15:26<05:33, 26.72it/s, loss=3.8, v_num=0] 
    Epoch 1:  74%|███████▎  | 24747/33666 [15:26<05:33, 26.72it/s, loss=3.8, v_num=0]
    Epoch 1:  74%|███████▎  | 24747/33666 [15:26<05:33, 26.72it/s, loss=3.78, v_num=0]
    Epoch 1:  74%|███████▎  | 24748/33666 [15:26<05:33, 26.72it/s, loss=3.78, v_num=0]
    Epoch 1:  74%|███████▎  | 24748/33666 [15:26<05:33, 26.72it/s, loss=3.84, v_num=0]
    Epoch 1:  74%|███████▎  | 24749/33666 [15:26<05:33, 26.72it/s, loss=3.84, v_num=0]
    Epoch 1:  74%|███████▎  | 24749/33666 [15:26<05:33, 26.72it/s, loss=3.83, v_num=0]
    Epoch 1:  74%|███████▎  | 24750/33666 [15:26<05:33, 26.72it/s, loss=3.83, v_num=0]
    Epoch 1:  74%|███████▎  | 24750/33666 [15:26<05:33, 26.72it/s, loss=3.74, v_num=0]
    Epoch 1:  74%|███████▎  | 24751/33666 [15:26<05:33, 26.72it/s, loss=3.74, v_num=0]
    Epoch 1:  74%|███████▎  | 24751/33666 [15:26<05:33, 26.72it/s, loss=3.75, v_num=0]
    Epoch 1:  74%|███████▎  | 24752/33666 [15:26<05:33, 26.72it/s, loss=3.75, v_num=0]
    Epoch 1:  74%|███████▎  | 24752/33666 [15:26<05:33, 26.72it/s, loss=3.78, v_num=0]
    Epoch 1:  74%|███████▎  | 24753/33666 [15:26<05:33, 26.72it/s, loss=3.78, v_num=0]
    Epoch 1:  74%|███████▎  | 24753/33666 [15:26<05:33, 26.72it/s, loss=3.72, v_num=0]
    Epoch 1:  74%|███████▎  | 24754/33666 [15:26<05:33, 26.72it/s, loss=3.72, v_num=0]
    Epoch 1:  74%|███████▎  | 24754/33666 [15:26<05:33, 26.72it/s, loss=3.76, v_num=0]
    Epoch 1:  74%|███████▎  | 24755/33666 [15:26<05:33, 26.72it/s, loss=3.76, v_num=0]
    Epoch 1:  74%|███████▎  | 24755/33666 [15:26<05:33, 26.72it/s, loss=3.74, v_num=0]
    Epoch 1:  74%|███████▎  | 24756/33666 [15:26<05:33, 26.72it/s, loss=3.74, v_num=0]
    Epoch 1:  74%|███████▎  | 24756/33666 [15:26<05:33, 26.72it/s, loss=3.81, v_num=0]
    Epoch 1:  74%|███████▎  | 24757/33666 [15:26<05:33, 26.72it/s, loss=3.81, v_num=0]
    Epoch 1:  74%|███████▎  | 24757/33666 [15:26<05:33, 26.72it/s, loss=3.71, v_num=0]
    Epoch 1:  74%|███████▎  | 24758/33666 [15:26<05:33, 26.72it/s, loss=3.71, v_num=0]
    Epoch 1:  74%|███████▎  | 24758/33666 [15:26<05:33, 26.72it/s, loss=3.74, v_num=0]
    Epoch 1:  74%|███████▎  | 24759/33666 [15:26<05:33, 26.72it/s, loss=3.74, v_num=0]
    Epoch 1:  74%|███████▎  | 24759/33666 [15:26<05:33, 26.72it/s, loss=3.8, v_num=0] 
    Epoch 1:  74%|███████▎  | 24760/33666 [15:26<05:33, 26.72it/s, loss=3.8, v_num=0]
    Epoch 1:  74%|███████▎  | 24760/33666 [15:26<05:33, 26.72it/s, loss=3.94, v_num=0]
    Epoch 1:  74%|███████▎  | 24761/33666 [15:26<05:33, 26.72it/s, loss=3.94, v_num=0]
    Epoch 1:  74%|███████▎  | 24761/33666 [15:26<05:33, 26.72it/s, loss=3.88, v_num=0]
    Epoch 1:  74%|███████▎  | 24762/33666 [15:26<05:33, 26.72it/s, loss=3.88, v_num=0]
    Epoch 1:  74%|███████▎  | 24762/33666 [15:26<05:33, 26.72it/s, loss=3.98, v_num=0]
    Epoch 1:  74%|███████▎  | 24763/33666 [15:26<05:33, 26.72it/s, loss=3.98, v_num=0]
    Epoch 1:  74%|███████▎  | 24763/33666 [15:26<05:33, 26.72it/s, loss=4.04, v_num=0]
    Epoch 1:  74%|███████▎  | 24764/33666 [15:26<05:33, 26.72it/s, loss=4.04, v_num=0]
    Epoch 1:  74%|███████▎  | 24764/33666 [15:26<05:33, 26.72it/s, loss=4.09, v_num=0]
    Epoch 1:  74%|███████▎  | 24765/33666 [15:26<05:33, 26.72it/s, loss=4.09, v_num=0]
    Epoch 1:  74%|███████▎  | 24765/33666 [15:26<05:33, 26.72it/s, loss=4.04, v_num=0]
    Epoch 1:  74%|███████▎  | 24766/33666 [15:26<05:33, 26.72it/s, loss=4.04, v_num=0]
    Epoch 1:  74%|███████▎  | 24766/33666 [15:26<05:33, 26.72it/s, loss=4.06, v_num=0]
    Epoch 1:  74%|███████▎  | 24767/33666 [15:26<05:33, 26.72it/s, loss=4.06, v_num=0]
    Epoch 1:  74%|███████▎  | 24767/33666 [15:26<05:33, 26.72it/s, loss=4.09, v_num=0]
    Epoch 1:  74%|███████▎  | 24768/33666 [15:26<05:33, 26.72it/s, loss=4.09, v_num=0]
    Epoch 1:  74%|███████▎  | 24768/33666 [15:26<05:33, 26.72it/s, loss=4.1, v_num=0] 
    Epoch 1:  74%|███████▎  | 24769/33666 [15:26<05:32, 26.72it/s, loss=4.1, v_num=0]
    Epoch 1:  74%|███████▎  | 24769/33666 [15:26<05:32, 26.72it/s, loss=4.12, v_num=0]
    Epoch 1:  74%|███████▎  | 24770/33666 [15:26<05:32, 26.72it/s, loss=4.12, v_num=0]
    Epoch 1:  74%|███████▎  | 24770/33666 [15:26<05:32, 26.72it/s, loss=4.18, v_num=0]
    Epoch 1:  74%|███████▎  | 24771/33666 [15:27<05:32, 26.72it/s, loss=4.18, v_num=0]
    Epoch 1:  74%|███████▎  | 24771/33666 [15:27<05:32, 26.72it/s, loss=4.21, v_num=0]
    Epoch 1:  74%|███████▎  | 24772/33666 [15:27<05:32, 26.72it/s, loss=4.21, v_num=0]
    Epoch 1:  74%|███████▎  | 24772/33666 [15:27<05:32, 26.72it/s, loss=4.16, v_num=0]
    Epoch 1:  74%|███████▎  | 24773/33666 [15:27<05:32, 26.72it/s, loss=4.16, v_num=0]
    Epoch 1:  74%|███████▎  | 24773/33666 [15:27<05:32, 26.72it/s, loss=4.24, v_num=0]
    Epoch 1:  74%|███████▎  | 24774/33666 [15:27<05:32, 26.72it/s, loss=4.24, v_num=0]
    Epoch 1:  74%|███████▎  | 24774/33666 [15:27<05:32, 26.72it/s, loss=4.28, v_num=0]
    Epoch 1:  74%|███████▎  | 24775/33666 [15:27<05:32, 26.72it/s, loss=4.28, v_num=0]
    Epoch 1:  74%|███████▎  | 24775/33666 [15:27<05:32, 26.72it/s, loss=4.29, v_num=0]
    Epoch 1:  74%|███████▎  | 24776/33666 [15:27<05:32, 26.72it/s, loss=4.29, v_num=0]
    Epoch 1:  74%|███████▎  | 24776/33666 [15:27<05:32, 26.72it/s, loss=4.33, v_num=0]
    Epoch 1:  74%|███████▎  | 24777/33666 [15:27<05:32, 26.72it/s, loss=4.33, v_num=0]
    Epoch 1:  74%|███████▎  | 24777/33666 [15:27<05:32, 26.72it/s, loss=4.34, v_num=0]
    Epoch 1:  74%|███████▎  | 24778/33666 [15:27<05:32, 26.72it/s, loss=4.34, v_num=0]
    Epoch 1:  74%|███████▎  | 24778/33666 [15:27<05:32, 26.72it/s, loss=4.28, v_num=0]
    Epoch 1:  74%|███████▎  | 24779/33666 [15:27<05:32, 26.72it/s, loss=4.28, v_num=0]
    Epoch 1:  74%|███████▎  | 24779/33666 [15:27<05:32, 26.72it/s, loss=4.26, v_num=0]
    Epoch 1:  74%|███████▎  | 24780/33666 [15:27<05:32, 26.72it/s, loss=4.26, v_num=0]
    Epoch 1:  74%|███████▎  | 24780/33666 [15:27<05:32, 26.72it/s, loss=4.15, v_num=0]
    Epoch 1:  74%|███████▎  | 24781/33666 [15:27<05:32, 26.72it/s, loss=4.15, v_num=0]
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    Epoch 1:  74%|███████▎  | 24787/33666 [15:27<05:32, 26.72it/s, loss=3.97, v_num=0]
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    Epoch 1:  74%|███████▎  | 24792/33666 [15:27<05:32, 26.72it/s, loss=3.89, v_num=0]
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    Epoch 1:  74%|███████▎  | 24796/33666 [15:27<05:31, 26.72it/s, loss=3.82, v_num=0]
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    Epoch 1:  74%|███████▎  | 24797/33666 [15:27<05:31, 26.72it/s, loss=3.75, v_num=0]
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    Epoch 1:  74%|███████▎  | 24799/33666 [15:28<05:31, 26.72it/s, loss=3.81, v_num=0]
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    Epoch 1:  74%|███████▎  | 24801/33666 [15:28<05:31, 26.72it/s, loss=3.79, v_num=0]
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    Epoch 1:  74%|███████▎  | 24804/33666 [15:28<05:31, 26.72it/s, loss=3.7, v_num=0]
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    Epoch 1:  74%|███████▎  | 24805/33666 [15:28<05:31, 26.72it/s, loss=3.58, v_num=0]
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    Epoch 1:  74%|███████▎  | 24807/33666 [15:28<05:31, 26.72it/s, loss=3.61, v_num=0]
    Epoch 1:  74%|███████▎  | 24807/33666 [15:28<05:31, 26.72it/s, loss=3.59, v_num=0]
    Epoch 1:  74%|███████▎  | 24808/33666 [15:28<05:31, 26.72it/s, loss=3.59, v_num=0]
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    Epoch 1:  74%|███████▎  | 24809/33666 [15:28<05:31, 26.72it/s, loss=3.6, v_num=0]
    Epoch 1:  74%|███████▎  | 24809/33666 [15:28<05:31, 26.72it/s, loss=3.54, v_num=0]
    Epoch 1:  74%|███████▎  | 24810/33666 [15:28<05:31, 26.72it/s, loss=3.54, v_num=0]
    Epoch 1:  74%|███████▎  | 24810/33666 [15:28<05:31, 26.72it/s, loss=3.59, v_num=0]
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    Epoch 1:  74%|███████▎  | 24811/33666 [15:28<05:31, 26.72it/s, loss=3.52, v_num=0]
    Epoch 1:  74%|███████▎  | 24812/33666 [15:28<05:31, 26.72it/s, loss=3.52, v_num=0]
    Epoch 1:  74%|███████▎  | 24812/33666 [15:28<05:31, 26.72it/s, loss=3.56, v_num=0]
    Epoch 1:  74%|███████▎  | 24813/33666 [15:28<05:31, 26.72it/s, loss=3.56, v_num=0]
    Epoch 1:  74%|███████▎  | 24813/33666 [15:28<05:31, 26.72it/s, loss=3.48, v_num=0]
    Epoch 1:  74%|███████▎  | 24814/33666 [15:28<05:31, 26.72it/s, loss=3.48, v_num=0]
    Epoch 1:  74%|███████▎  | 24814/33666 [15:28<05:31, 26.72it/s, loss=3.53, v_num=0]
    Epoch 1:  74%|███████▎  | 24815/33666 [15:28<05:31, 26.72it/s, loss=3.53, v_num=0]
    Epoch 1:  74%|███████▎  | 24815/33666 [15:28<05:31, 26.72it/s, loss=3.52, v_num=0]
    Epoch 1:  74%|███████▎  | 24816/33666 [15:28<05:31, 26.72it/s, loss=3.52, v_num=0]
    Epoch 1:  74%|███████▎  | 24816/33666 [15:28<05:31, 26.72it/s, loss=3.52, v_num=0]
    Epoch 1:  74%|███████▎  | 24817/33666 [15:28<05:31, 26.73it/s, loss=3.52, v_num=0]
    Epoch 1:  74%|███████▎  | 24817/33666 [15:28<05:31, 26.73it/s, loss=3.55, v_num=0]
    Epoch 1:  74%|███████▎  | 24818/33666 [15:28<05:31, 26.73it/s, loss=3.55, v_num=0]
    Epoch 1:  74%|███████▎  | 24818/33666 [15:28<05:31, 26.73it/s, loss=3.56, v_num=0]
    Epoch 1:  74%|███████▎  | 24819/33666 [15:28<05:31, 26.73it/s, loss=3.56, v_num=0]
    Epoch 1:  74%|███████▎  | 24819/33666 [15:28<05:31, 26.73it/s, loss=3.56, v_num=0]
    Epoch 1:  74%|███████▎  | 24820/33666 [15:28<05:30, 26.73it/s, loss=3.56, v_num=0]
    Epoch 1:  74%|███████▎  | 24820/33666 [15:28<05:30, 26.73it/s, loss=3.52, v_num=0]
    Epoch 1:  74%|███████▎  | 24821/33666 [15:28<05:30, 26.73it/s, loss=3.52, v_num=0]
    Epoch 1:  74%|███████▎  | 24821/33666 [15:28<05:30, 26.73it/s, loss=3.51, v_num=0]
    Epoch 1:  74%|███████▎  | 24822/33666 [15:28<05:30, 26.73it/s, loss=3.51, v_num=0]
    Epoch 1:  74%|███████▎  | 24822/33666 [15:28<05:30, 26.73it/s, loss=3.58, v_num=0]
    Epoch 1:  74%|███████▎  | 24823/33666 [15:28<05:30, 26.73it/s, loss=3.58, v_num=0]
    Epoch 1:  74%|███████▎  | 24823/33666 [15:28<05:30, 26.73it/s, loss=3.58, v_num=0]
    Epoch 1:  74%|███████▎  | 24824/33666 [15:28<05:30, 26.73it/s, loss=3.58, v_num=0]
    Epoch 1:  74%|███████▎  | 24824/33666 [15:28<05:30, 26.73it/s, loss=3.58, v_num=0]
    Epoch 1:  74%|███████▎  | 24825/33666 [15:28<05:30, 26.73it/s, loss=3.58, v_num=0]
    Epoch 1:  74%|███████▎  | 24825/33666 [15:28<05:30, 26.73it/s, loss=3.61, v_num=0]
    Epoch 1:  74%|███████▎  | 24826/33666 [15:28<05:30, 26.73it/s, loss=3.61, v_num=0]
    Epoch 1:  74%|███████▎  | 24826/33666 [15:28<05:30, 26.73it/s, loss=3.59, v_num=0]
    Epoch 1:  74%|███████▎  | 24827/33666 [15:28<05:30, 26.73it/s, loss=3.59, v_num=0]
    Epoch 1:  74%|███████▎  | 24827/33666 [15:28<05:30, 26.73it/s, loss=3.61, v_num=0]
    Epoch 1:  74%|███████▎  | 24828/33666 [15:28<05:30, 26.73it/s, loss=3.61, v_num=0]
    Epoch 1:  74%|███████▎  | 24828/33666 [15:28<05:30, 26.73it/s, loss=3.7, v_num=0] 
    Epoch 1:  74%|███████▍  | 24829/33666 [15:29<05:30, 26.73it/s, loss=3.7, v_num=0]
    Epoch 1:  74%|███████▍  | 24829/33666 [15:29<05:30, 26.73it/s, loss=3.77, v_num=0]
    Epoch 1:  74%|███████▍  | 24830/33666 [15:29<05:30, 26.73it/s, loss=3.77, v_num=0]
    Epoch 1:  74%|███████▍  | 24830/33666 [15:29<05:30, 26.73it/s, loss=3.74, v_num=0]
    Epoch 1:  74%|███████▍  | 24831/33666 [15:29<05:30, 26.73it/s, loss=3.74, v_num=0]
    Epoch 1:  74%|███████▍  | 24831/33666 [15:29<05:30, 26.73it/s, loss=3.65, v_num=0]
    Epoch 1:  74%|███████▍  | 24832/33666 [15:29<05:30, 26.73it/s, loss=3.65, v_num=0]
    Epoch 1:  74%|███████▍  | 24832/33666 [15:29<05:30, 26.73it/s, loss=3.61, v_num=0]
    Epoch 1:  74%|███████▍  | 24833/33666 [15:29<05:30, 26.73it/s, loss=3.61, v_num=0]
    Epoch 1:  74%|███████▍  | 24833/33666 [15:29<05:30, 26.73it/s, loss=3.72, v_num=0]
    Epoch 1:  74%|███████▍  | 24834/33666 [15:29<05:30, 26.73it/s, loss=3.72, v_num=0]
    Epoch 1:  74%|███████▍  | 24834/33666 [15:29<05:30, 26.73it/s, loss=3.59, v_num=0]
    Epoch 1:  74%|███████▍  | 24835/33666 [15:29<05:30, 26.73it/s, loss=3.59, v_num=0]
    Epoch 1:  74%|███████▍  | 24835/33666 [15:29<05:30, 26.73it/s, loss=3.58, v_num=0]
    Epoch 1:  74%|███████▍  | 24836/33666 [15:29<05:30, 26.73it/s, loss=3.58, v_num=0]
    Epoch 1:  74%|███████▍  | 24836/33666 [15:29<05:30, 26.73it/s, loss=3.6, v_num=0] 
    Epoch 1:  74%|███████▍  | 24837/33666 [15:29<05:30, 26.73it/s, loss=3.6, v_num=0]
    Epoch 1:  74%|███████▍  | 24837/33666 [15:29<05:30, 26.73it/s, loss=3.65, v_num=0]
    Epoch 1:  74%|███████▍  | 24838/33666 [15:29<05:30, 26.73it/s, loss=3.65, v_num=0]
    Epoch 1:  74%|███████▍  | 24838/33666 [15:29<05:30, 26.73it/s, loss=3.68, v_num=0]
    Epoch 1:  74%|███████▍  | 24839/33666 [15:29<05:30, 26.73it/s, loss=3.68, v_num=0]
    Epoch 1:  74%|███████▍  | 24839/33666 [15:29<05:30, 26.73it/s, loss=3.74, v_num=0]
    Epoch 1:  74%|███████▍  | 24840/33666 [15:29<05:30, 26.73it/s, loss=3.74, v_num=0]
    Epoch 1:  74%|███████▍  | 24840/33666 [15:29<05:30, 26.73it/s, loss=3.75, v_num=0]
    Epoch 1:  74%|███████▍  | 24841/33666 [15:29<05:30, 26.73it/s, loss=3.75, v_num=0]
    Epoch 1:  74%|███████▍  | 24841/33666 [15:29<05:30, 26.73it/s, loss=3.81, v_num=0]
    Epoch 1:  74%|███████▍  | 24842/33666 [15:29<05:30, 26.73it/s, loss=3.81, v_num=0]
    Epoch 1:  74%|███████▍  | 24842/33666 [15:29<05:30, 26.73it/s, loss=3.86, v_num=0]
    Epoch 1:  74%|███████▍  | 24843/33666 [15:29<05:30, 26.73it/s, loss=3.86, v_num=0]
    Epoch 1:  74%|███████▍  | 24843/33666 [15:29<05:30, 26.73it/s, loss=3.86, v_num=0]
    Epoch 1:  74%|███████▍  | 24844/33666 [15:29<05:30, 26.73it/s, loss=3.86, v_num=0]
    Epoch 1:  74%|███████▍  | 24844/33666 [15:29<05:30, 26.73it/s, loss=3.95, v_num=0]
    Epoch 1:  74%|███████▍  | 24845/33666 [15:29<05:30, 26.73it/s, loss=3.95, v_num=0]
    Epoch 1:  74%|███████▍  | 24845/33666 [15:29<05:30, 26.73it/s, loss=3.99, v_num=0]
    Epoch 1:  74%|███████▍  | 24846/33666 [15:29<05:30, 26.73it/s, loss=3.99, v_num=0]
    Epoch 1:  74%|███████▍  | 24846/33666 [15:29<05:30, 26.73it/s, loss=3.99, v_num=0]
    Epoch 1:  74%|███████▍  | 24847/33666 [15:29<05:29, 26.73it/s, loss=3.99, v_num=0]
    Epoch 1:  74%|███████▍  | 24847/33666 [15:29<05:29, 26.73it/s, loss=3.99, v_num=0]
    Epoch 1:  74%|███████▍  | 24848/33666 [15:29<05:29, 26.73it/s, loss=3.99, v_num=0]
    Epoch 1:  74%|███████▍  | 24848/33666 [15:29<05:29, 26.73it/s, loss=3.98, v_num=0]
    Epoch 1:  74%|███████▍  | 24849/33666 [15:29<05:29, 26.73it/s, loss=3.98, v_num=0]
    Epoch 1:  74%|███████▍  | 24849/33666 [15:29<05:29, 26.73it/s, loss=3.88, v_num=0]
    Epoch 1:  74%|███████▍  | 24850/33666 [15:29<05:29, 26.73it/s, loss=3.88, v_num=0]
    Epoch 1:  74%|███████▍  | 24850/33666 [15:29<05:29, 26.73it/s, loss=3.89, v_num=0]
    Epoch 1:  74%|███████▍  | 24851/33666 [15:29<05:29, 26.73it/s, loss=3.89, v_num=0]
    Epoch 1:  74%|███████▍  | 24851/33666 [15:29<05:29, 26.73it/s, loss=3.97, v_num=0]
    Epoch 1:  74%|███████▍  | 24852/33666 [15:29<05:29, 26.73it/s, loss=3.97, v_num=0]
    Epoch 1:  74%|███████▍  | 24852/33666 [15:29<05:29, 26.73it/s, loss=4.01, v_num=0]
    Epoch 1:  74%|███████▍  | 24853/33666 [15:29<05:29, 26.73it/s, loss=4.01, v_num=0]
    Epoch 1:  74%|███████▍  | 24853/33666 [15:29<05:29, 26.73it/s, loss=3.94, v_num=0]
    Epoch 1:  74%|███████▍  | 24854/33666 [15:29<05:29, 26.73it/s, loss=3.94, v_num=0]
    Epoch 1:  74%|███████▍  | 24854/33666 [15:29<05:29, 26.73it/s, loss=3.97, v_num=0]
    Epoch 1:  74%|███████▍  | 24855/33666 [15:29<05:29, 26.73it/s, loss=3.97, v_num=0]
    Epoch 1:  74%|███████▍  | 24855/33666 [15:29<05:29, 26.73it/s, loss=3.97, v_num=0]
    Epoch 1:  74%|███████▍  | 24856/33666 [15:30<05:29, 26.73it/s, loss=3.97, v_num=0]
    Epoch 1:  74%|███████▍  | 24856/33666 [15:30<05:29, 26.73it/s, loss=3.93, v_num=0]
    Epoch 1:  74%|███████▍  | 24857/33666 [15:30<05:29, 26.73it/s, loss=3.93, v_num=0]
    Epoch 1:  74%|███████▍  | 24857/33666 [15:30<05:29, 26.73it/s, loss=3.82, v_num=0]
    Epoch 1:  74%|███████▍  | 24858/33666 [15:30<05:29, 26.73it/s, loss=3.82, v_num=0]
    Epoch 1:  74%|███████▍  | 24858/33666 [15:30<05:29, 26.73it/s, loss=3.81, v_num=0]
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    Epoch 1:  74%|███████▍  | 24886/33666 [15:31<05:28, 26.73it/s, loss=3.74, v_num=0]
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    Epoch 1:  74%|███████▍  | 24887/33666 [15:31<05:28, 26.73it/s, loss=3.77, v_num=0]
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    Epoch 1:  74%|███████▍  | 24889/33666 [15:31<05:28, 26.73it/s, loss=3.8, v_num=0]
    Epoch 1:  74%|███████▍  | 24889/33666 [15:31<05:28, 26.73it/s, loss=3.77, v_num=0]
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    Epoch 1:  74%|███████▍  | 24890/33666 [15:31<05:28, 26.73it/s, loss=3.74, v_num=0]
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    Epoch 1:  74%|███████▍  | 24891/33666 [15:31<05:28, 26.73it/s, loss=3.72, v_num=0]
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    Epoch 1:  74%|███████▍  | 24893/33666 [15:31<05:28, 26.73it/s, loss=3.77, v_num=0]
    Epoch 1:  74%|███████▍  | 24893/33666 [15:31<05:28, 26.73it/s, loss=3.78, v_num=0]
    Epoch 1:  74%|███████▍  | 24894/33666 [15:31<05:28, 26.73it/s, loss=3.78, v_num=0]
    Epoch 1:  74%|███████▍  | 24894/33666 [15:31<05:28, 26.73it/s, loss=3.75, v_num=0]
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    Epoch 1:  74%|███████▍  | 24899/33666 [15:31<05:28, 26.73it/s, loss=3.68, v_num=0]
    Epoch 1:  74%|███████▍  | 24900/33666 [15:31<05:27, 26.73it/s, loss=3.68, v_num=0]
    Epoch 1:  74%|███████▍  | 24900/33666 [15:31<05:27, 26.73it/s, loss=3.69, v_num=0]
    Epoch 1:  74%|███████▍  | 24901/33666 [15:31<05:27, 26.73it/s, loss=3.69, v_num=0]
    Epoch 1:  74%|███████▍  | 24901/33666 [15:31<05:27, 26.73it/s, loss=3.61, v_num=0]
    Epoch 1:  74%|███████▍  | 24902/33666 [15:31<05:27, 26.73it/s, loss=3.61, v_num=0]
    Epoch 1:  74%|███████▍  | 24902/33666 [15:31<05:27, 26.73it/s, loss=3.71, v_num=0]
    Epoch 1:  74%|███████▍  | 24903/33666 [15:31<05:27, 26.73it/s, loss=3.71, v_num=0]
    Epoch 1:  74%|███████▍  | 24903/33666 [15:31<05:27, 26.73it/s, loss=3.64, v_num=0]
    Epoch 1:  74%|███████▍  | 24904/33666 [15:31<05:27, 26.73it/s, loss=3.64, v_num=0]
    Epoch 1:  74%|███████▍  | 24904/33666 [15:31<05:27, 26.73it/s, loss=3.77, v_num=0]
    Epoch 1:  74%|███████▍  | 24905/33666 [15:31<05:27, 26.73it/s, loss=3.77, v_num=0]
    Epoch 1:  74%|███████▍  | 24905/33666 [15:31<05:27, 26.73it/s, loss=3.79, v_num=0]
    Epoch 1:  74%|███████▍  | 24906/33666 [15:31<05:27, 26.73it/s, loss=3.79, v_num=0]
    Epoch 1:  74%|███████▍  | 24906/33666 [15:31<05:27, 26.73it/s, loss=3.74, v_num=0]
    Epoch 1:  74%|███████▍  | 24907/33666 [15:31<05:27, 26.73it/s, loss=3.74, v_num=0]
    Epoch 1:  74%|███████▍  | 24907/33666 [15:31<05:27, 26.73it/s, loss=3.61, v_num=0]
    Epoch 1:  74%|███████▍  | 24908/33666 [15:31<05:27, 26.73it/s, loss=3.61, v_num=0]
    Epoch 1:  74%|███████▍  | 24908/33666 [15:31<05:27, 26.73it/s, loss=3.67, v_num=0]
    Epoch 1:  74%|███████▍  | 24909/33666 [15:31<05:27, 26.73it/s, loss=3.67, v_num=0]
    Epoch 1:  74%|███████▍  | 24909/33666 [15:31<05:27, 26.73it/s, loss=3.59, v_num=0]
    Epoch 1:  74%|███████▍  | 24910/33666 [15:32<05:27, 26.73it/s, loss=3.59, v_num=0]
    Epoch 1:  74%|███████▍  | 24910/33666 [15:32<05:27, 26.73it/s, loss=3.59, v_num=0]
    Epoch 1:  74%|███████▍  | 24911/33666 [15:32<05:27, 26.73it/s, loss=3.59, v_num=0]
    Epoch 1:  74%|███████▍  | 24911/33666 [15:32<05:27, 26.73it/s, loss=3.7, v_num=0] 
    Epoch 1:  74%|███████▍  | 24912/33666 [15:32<05:27, 26.73it/s, loss=3.7, v_num=0]
    Epoch 1:  74%|███████▍  | 24912/33666 [15:32<05:27, 26.73it/s, loss=3.78, v_num=0]
    Epoch 1:  74%|███████▍  | 24913/33666 [15:32<05:27, 26.73it/s, loss=3.78, v_num=0]
    Epoch 1:  74%|███████▍  | 24913/33666 [15:32<05:27, 26.73it/s, loss=3.81, v_num=0]
    Epoch 1:  74%|███████▍  | 24914/33666 [15:32<05:27, 26.73it/s, loss=3.81, v_num=0]
    Epoch 1:  74%|███████▍  | 24914/33666 [15:32<05:27, 26.73it/s, loss=3.78, v_num=0]
    Epoch 1:  74%|███████▍  | 24915/33666 [15:32<05:27, 26.73it/s, loss=3.78, v_num=0]
    Epoch 1:  74%|███████▍  | 24915/33666 [15:32<05:27, 26.73it/s, loss=3.77, v_num=0]
    Epoch 1:  74%|███████▍  | 24916/33666 [15:32<05:27, 26.73it/s, loss=3.77, v_num=0]
    Epoch 1:  74%|███████▍  | 24916/33666 [15:32<05:27, 26.73it/s, loss=3.78, v_num=0]
    Epoch 1:  74%|███████▍  | 24917/33666 [15:32<05:27, 26.73it/s, loss=3.78, v_num=0]
    Epoch 1:  74%|███████▍  | 24917/33666 [15:32<05:27, 26.73it/s, loss=3.66, v_num=0]
    Epoch 1:  74%|███████▍  | 24918/33666 [15:32<05:27, 26.73it/s, loss=3.66, v_num=0]
    Epoch 1:  74%|███████▍  | 24918/33666 [15:32<05:27, 26.73it/s, loss=3.67, v_num=0]
    Epoch 1:  74%|███████▍  | 24919/33666 [15:32<05:27, 26.73it/s, loss=3.67, v_num=0]
    Epoch 1:  74%|███████▍  | 24919/33666 [15:32<05:27, 26.73it/s, loss=3.66, v_num=0]
    Epoch 1:  74%|███████▍  | 24920/33666 [15:32<05:27, 26.73it/s, loss=3.66, v_num=0]
    Epoch 1:  74%|███████▍  | 24920/33666 [15:32<05:27, 26.73it/s, loss=3.66, v_num=0]
    Epoch 1:  74%|███████▍  | 24921/33666 [15:32<05:27, 26.73it/s, loss=3.66, v_num=0]
    Epoch 1:  74%|███████▍  | 24921/33666 [15:32<05:27, 26.73it/s, loss=3.71, v_num=0]
    Epoch 1:  74%|███████▍  | 24922/33666 [15:32<05:27, 26.73it/s, loss=3.71, v_num=0]
    Epoch 1:  74%|███████▍  | 24922/33666 [15:32<05:27, 26.73it/s, loss=3.69, v_num=0]
    Epoch 1:  74%|███████▍  | 24923/33666 [15:32<05:27, 26.73it/s, loss=3.69, v_num=0]
    Epoch 1:  74%|███████▍  | 24923/33666 [15:32<05:27, 26.73it/s, loss=3.72, v_num=0]
    Epoch 1:  74%|███████▍  | 24924/33666 [15:32<05:27, 26.73it/s, loss=3.72, v_num=0]
    Epoch 1:  74%|███████▍  | 24924/33666 [15:32<05:27, 26.73it/s, loss=3.72, v_num=0]
    Epoch 1:  74%|███████▍  | 24925/33666 [15:32<05:27, 26.73it/s, loss=3.72, v_num=0]
    Epoch 1:  74%|███████▍  | 24925/33666 [15:32<05:27, 26.73it/s, loss=3.66, v_num=0]
    Epoch 1:  74%|███████▍  | 24926/33666 [15:32<05:27, 26.73it/s, loss=3.66, v_num=0]
    Epoch 1:  74%|███████▍  | 24926/33666 [15:32<05:27, 26.73it/s, loss=3.71, v_num=0]
    Epoch 1:  74%|███████▍  | 24927/33666 [15:32<05:26, 26.73it/s, loss=3.71, v_num=0]
    Epoch 1:  74%|███████▍  | 24927/33666 [15:32<05:26, 26.73it/s, loss=3.81, v_num=0]
    Epoch 1:  74%|███████▍  | 24928/33666 [15:32<05:26, 26.73it/s, loss=3.81, v_num=0]
    Epoch 1:  74%|███████▍  | 24928/33666 [15:32<05:26, 26.73it/s, loss=3.74, v_num=0]
    Epoch 1:  74%|███████▍  | 24929/33666 [15:32<05:26, 26.73it/s, loss=3.74, v_num=0]
    Epoch 1:  74%|███████▍  | 24929/33666 [15:32<05:26, 26.73it/s, loss=3.83, v_num=0]
    Epoch 1:  74%|███████▍  | 24930/33666 [15:32<05:26, 26.73it/s, loss=3.83, v_num=0]
    Epoch 1:  74%|███████▍  | 24930/33666 [15:32<05:26, 26.73it/s, loss=3.8, v_num=0] 
    Epoch 1:  74%|███████▍  | 24931/33666 [15:32<05:26, 26.73it/s, loss=3.8, v_num=0]
    Epoch 1:  74%|███████▍  | 24931/33666 [15:32<05:26, 26.73it/s, loss=3.76, v_num=0]
    Epoch 1:  74%|███████▍  | 24932/33666 [15:32<05:26, 26.73it/s, loss=3.76, v_num=0]
    Epoch 1:  74%|███████▍  | 24932/33666 [15:32<05:26, 26.73it/s, loss=3.75, v_num=0]
    Epoch 1:  74%|███████▍  | 24933/33666 [15:32<05:26, 26.73it/s, loss=3.75, v_num=0]
    Epoch 1:  74%|███████▍  | 24933/33666 [15:32<05:26, 26.73it/s, loss=3.73, v_num=0]
    Epoch 1:  74%|███████▍  | 24934/33666 [15:32<05:26, 26.73it/s, loss=3.73, v_num=0]
    Epoch 1:  74%|███████▍  | 24934/33666 [15:32<05:26, 26.73it/s, loss=3.78, v_num=0]
    Epoch 1:  74%|███████▍  | 24935/33666 [15:32<05:26, 26.73it/s, loss=3.78, v_num=0]
    Epoch 1:  74%|███████▍  | 24935/33666 [15:32<05:26, 26.73it/s, loss=3.71, v_num=0]
    Epoch 1:  74%|███████▍  | 24936/33666 [15:33<05:26, 26.73it/s, loss=3.71, v_num=0]
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    Epoch 1:  74%|███████▍  | 24956/33666 [15:33<05:25, 26.73it/s, loss=3.74, v_num=0]
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    Epoch 1:  74%|███████▍  | 24957/33666 [15:33<05:25, 26.73it/s, loss=3.74, v_num=0]
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    Epoch 1:  74%|███████▍  | 24978/33666 [15:34<05:25, 26.73it/s, loss=3.83, v_num=0]
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    Epoch 1:  74%|███████▍  | 24979/33666 [15:34<05:25, 26.73it/s, loss=3.85, v_num=0]
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    Epoch 1:  74%|███████▍  | 24981/33666 [15:34<05:24, 26.73it/s, loss=3.92, v_num=0]
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    Epoch 1:  74%|███████▍  | 24983/33666 [15:34<05:24, 26.73it/s, loss=4, v_num=0]   
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    Epoch 1:  74%|███████▍  | 24986/33666 [15:34<05:24, 26.73it/s, loss=4.03, v_num=0]
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    Epoch 1:  74%|███████▍  | 24987/33666 [15:34<05:24, 26.73it/s, loss=4.01, v_num=0]
    Epoch 1:  74%|███████▍  | 24988/33666 [15:34<05:24, 26.73it/s, loss=4.01, v_num=0]
    Epoch 1:  74%|███████▍  | 24988/33666 [15:34<05:24, 26.73it/s, loss=3.98, v_num=0]
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    Epoch 1:  74%|███████▍  | 24989/33666 [15:34<05:24, 26.73it/s, loss=4.01, v_num=0]
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    Epoch 1:  74%|███████▍  | 24997/33666 [15:35<05:24, 26.73it/s, loss=3.7, v_num=0]
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    Epoch 1:  75%|███████▍  | 25247/33666 [15:44<05:15, 26.72it/s, loss=3.56, v_num=0]
    Epoch 1:  75%|███████▍  | 25248/33666 [15:45<05:15, 26.72it/s, loss=3.56, v_num=0]
    Epoch 1:  75%|███████▍  | 25248/33666 [15:45<05:15, 26.72it/s, loss=3.54, v_num=0]
    Epoch 1:  75%|███████▍  | 25249/33666 [15:45<05:15, 26.72it/s, loss=3.54, v_num=0]
    Epoch 1:  75%|███████▍  | 25249/33666 [15:45<05:15, 26.72it/s, loss=3.64, v_num=0]
    Epoch 1:  75%|███████▌  | 25250/33666 [15:45<05:15, 26.72it/s, loss=3.64, v_num=0]
    Epoch 1:  75%|███████▌  | 25250/33666 [15:45<05:15, 26.72it/s, loss=3.71, v_num=0]

    Validation: 0it [00:00, ?it/s]

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    Validation DataLoader 0:   0%|          | 2/8416 [00:00<01:27, 96.64it/s]
    Epoch 1:  75%|███████▌  | 25252/33666 [15:45<05:15, 26.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   0%|          | 3/8416 [00:00<01:21, 103.38it/s]
    Epoch 1:  75%|███████▌  | 25253/33666 [15:45<05:15, 26.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   0%|          | 4/8416 [00:00<01:25, 97.91it/s] 
    Epoch 1:  75%|███████▌  | 25254/33666 [15:45<05:15, 26.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   0%|          | 5/8416 [00:00<01:20, 104.12it/s]
    Epoch 1:  75%|███████▌  | 25255/33666 [15:45<05:15, 26.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   0%|          | 6/8416 [00:00<01:17, 108.80it/s]
    Epoch 1:  75%|███████▌  | 25256/33666 [15:45<05:14, 26.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   0%|          | 7/8416 [00:00<01:14, 112.43it/s]
    Epoch 1:  75%|███████▌  | 25257/33666 [15:45<05:14, 26.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   0%|          | 8/8416 [00:00<01:24, 99.93it/s] 
    Epoch 1:  75%|███████▌  | 25258/33666 [15:45<05:14, 26.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   0%|          | 9/8416 [00:00<01:22, 102.31it/s]
    Epoch 1:  75%|███████▌  | 25259/33666 [15:45<05:14, 26.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   0%|          | 10/8416 [00:00<01:19, 105.10it/s]
    Epoch 1:  75%|███████▌  | 25260/33666 [15:45<05:14, 26.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   0%|          | 11/8416 [00:00<01:18, 107.59it/s]
    Epoch 1:  75%|███████▌  | 25261/33666 [15:45<05:14, 26.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   0%|          | 12/8416 [00:00<01:16, 109.51it/s]
    Epoch 1:  75%|███████▌  | 25262/33666 [15:45<05:14, 26.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   0%|          | 13/8416 [00:00<01:15, 111.38it/s]
    Epoch 1:  75%|███████▌  | 25263/33666 [15:45<05:14, 26.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   0%|          | 14/8416 [00:00<01:14, 113.04it/s]
    Epoch 1:  75%|███████▌  | 25264/33666 [15:45<05:14, 26.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   0%|          | 15/8416 [00:00<01:13, 114.49it/s]
    Epoch 1:  75%|███████▌  | 25265/33666 [15:45<05:14, 26.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   0%|          | 16/8416 [00:00<01:12, 115.17it/s]
    Epoch 1:  75%|███████▌  | 25266/33666 [15:45<05:14, 26.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   0%|          | 17/8416 [00:00<01:12, 116.39it/s]
    Epoch 1:  75%|███████▌  | 25267/33666 [15:45<05:14, 26.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   0%|          | 18/8416 [00:00<01:11, 116.99it/s]
    Epoch 1:  75%|███████▌  | 25268/33666 [15:45<05:14, 26.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   0%|          | 19/8416 [00:00<01:11, 117.34it/s]
    Epoch 1:  75%|███████▌  | 25269/33666 [15:45<05:14, 26.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   0%|          | 20/8416 [00:00<01:11, 117.84it/s]
    Epoch 1:  75%|███████▌  | 25270/33666 [15:46<05:14, 26.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   0%|          | 21/8416 [00:00<01:10, 118.32it/s]
    Epoch 1:  75%|███████▌  | 25271/33666 [15:46<05:14, 26.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   0%|          | 22/8416 [00:00<01:10, 118.77it/s]
    Epoch 1:  75%|███████▌  | 25272/33666 [15:46<05:14, 26.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   0%|          | 23/8416 [00:00<01:10, 119.14it/s]
    Epoch 1:  75%|███████▌  | 25273/33666 [15:46<05:14, 26.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   0%|          | 24/8416 [00:00<01:10, 119.50it/s]
    Epoch 1:  75%|███████▌  | 25274/33666 [15:46<05:14, 26.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   0%|          | 25/8416 [00:00<01:10, 119.84it/s]
    Epoch 1:  75%|███████▌  | 25275/33666 [15:46<05:14, 26.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   0%|          | 26/8416 [00:00<01:11, 116.67it/s]
    Epoch 1:  75%|███████▌  | 25276/33666 [15:46<05:14, 26.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   0%|          | 27/8416 [00:00<01:11, 116.87it/s]
    Epoch 1:  75%|███████▌  | 25277/33666 [15:46<05:13, 26.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   0%|          | 28/8416 [00:00<01:11, 117.09it/s]
    Epoch 1:  75%|███████▌  | 25278/33666 [15:46<05:13, 26.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   0%|          | 29/8416 [00:00<01:11, 117.29it/s]
    Epoch 1:  75%|███████▌  | 25279/33666 [15:46<05:13, 26.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   0%|          | 30/8416 [00:00<01:11, 117.47it/s]
    Epoch 1:  75%|███████▌  | 25280/33666 [15:46<05:13, 26.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   0%|          | 31/8416 [00:00<01:11, 117.77it/s]
    Epoch 1:  75%|███████▌  | 25281/33666 [15:46<05:13, 26.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   0%|          | 32/8416 [00:00<01:11, 117.91it/s]
    Epoch 1:  75%|███████▌  | 25282/33666 [15:46<05:13, 26.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   0%|          | 33/8416 [00:00<01:11, 118.04it/s]
    Epoch 1:  75%|███████▌  | 25283/33666 [15:46<05:13, 26.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   0%|          | 34/8416 [00:00<01:10, 118.18it/s]
    Epoch 1:  75%|███████▌  | 25284/33666 [15:46<05:13, 26.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   0%|          | 35/8416 [00:00<01:10, 118.30it/s]
    Epoch 1:  75%|███████▌  | 25285/33666 [15:46<05:13, 26.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   0%|          | 36/8416 [00:00<01:10, 118.42it/s]
    Epoch 1:  75%|███████▌  | 25286/33666 [15:46<05:13, 26.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   0%|          | 37/8416 [00:00<01:10, 118.55it/s]
    Epoch 1:  75%|███████▌  | 25287/33666 [15:46<05:13, 26.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   0%|          | 38/8416 [00:00<01:10, 118.79it/s]
    Epoch 1:  75%|███████▌  | 25288/33666 [15:46<05:13, 26.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   0%|          | 39/8416 [00:00<01:10, 119.00it/s]
    Epoch 1:  75%|███████▌  | 25289/33666 [15:46<05:13, 26.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   0%|          | 40/8416 [00:00<01:10, 119.10it/s]
    Epoch 1:  75%|███████▌  | 25290/33666 [15:46<05:13, 26.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   0%|          | 41/8416 [00:00<01:10, 119.17it/s]
    Epoch 1:  75%|███████▌  | 25291/33666 [15:46<05:13, 26.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   0%|          | 42/8416 [00:00<01:10, 119.26it/s]
    Epoch 1:  75%|███████▌  | 25292/33666 [15:46<05:13, 26.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 43/8416 [00:00<01:10, 119.32it/s]
    Epoch 1:  75%|███████▌  | 25293/33666 [15:46<05:13, 26.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 44/8416 [00:00<01:10, 119.40it/s]
    Epoch 1:  75%|███████▌  | 25294/33666 [15:46<05:13, 26.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 45/8416 [00:00<01:10, 119.50it/s]
    Epoch 1:  75%|███████▌  | 25295/33666 [15:46<05:13, 26.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 46/8416 [00:00<01:09, 119.58it/s]
    Epoch 1:  75%|███████▌  | 25296/33666 [15:46<05:13, 26.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 47/8416 [00:00<01:09, 119.74it/s]
    Epoch 1:  75%|███████▌  | 25297/33666 [15:46<05:13, 26.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 48/8416 [00:00<01:09, 119.81it/s]
    Epoch 1:  75%|███████▌  | 25298/33666 [15:46<05:12, 26.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 49/8416 [00:00<01:09, 119.87it/s]
    Epoch 1:  75%|███████▌  | 25299/33666 [15:46<05:12, 26.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 50/8416 [00:00<01:09, 119.86it/s]
    Epoch 1:  75%|███████▌  | 25300/33666 [15:46<05:12, 26.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 51/8416 [00:00<01:09, 119.89it/s]
    Epoch 1:  75%|███████▌  | 25301/33666 [15:46<05:12, 26.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 52/8416 [00:00<01:09, 119.95it/s]
    Epoch 1:  75%|███████▌  | 25302/33666 [15:46<05:12, 26.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 53/8416 [00:00<01:09, 120.02it/s]
    Epoch 1:  75%|███████▌  | 25303/33666 [15:46<05:12, 26.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 54/8416 [00:00<01:09, 120.10it/s]
    Epoch 1:  75%|███████▌  | 25304/33666 [15:46<05:12, 26.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 55/8416 [00:00<01:09, 120.16it/s]
    Epoch 1:  75%|███████▌  | 25305/33666 [15:46<05:12, 26.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 56/8416 [00:00<01:09, 120.23it/s]
    Epoch 1:  75%|███████▌  | 25306/33666 [15:46<05:12, 26.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 57/8416 [00:00<01:09, 120.28it/s]
    Epoch 1:  75%|███████▌  | 25307/33666 [15:46<05:12, 26.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 58/8416 [00:00<01:09, 120.41it/s]
    Epoch 1:  75%|███████▌  | 25308/33666 [15:46<05:12, 26.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 59/8416 [00:00<01:09, 120.51it/s]
    Epoch 1:  75%|███████▌  | 25309/33666 [15:46<05:12, 26.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 60/8416 [00:00<01:09, 120.62it/s]
    Epoch 1:  75%|███████▌  | 25310/33666 [15:46<05:12, 26.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 61/8416 [00:00<01:09, 120.75it/s]
    Epoch 1:  75%|███████▌  | 25311/33666 [15:46<05:12, 26.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 62/8416 [00:00<01:09, 120.77it/s]
    Epoch 1:  75%|███████▌  | 25312/33666 [15:46<05:12, 26.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 63/8416 [00:00<01:09, 120.38it/s]
    Epoch 1:  75%|███████▌  | 25313/33666 [15:46<05:12, 26.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 64/8416 [00:00<01:09, 120.38it/s]
    Epoch 1:  75%|███████▌  | 25314/33666 [15:46<05:12, 26.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 65/8416 [00:00<01:09, 120.37it/s]
    Epoch 1:  75%|███████▌  | 25315/33666 [15:46<05:12, 26.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 66/8416 [00:00<01:09, 120.41it/s]
    Epoch 1:  75%|███████▌  | 25316/33666 [15:46<05:12, 26.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 67/8416 [00:00<01:09, 120.47it/s]
    Epoch 1:  75%|███████▌  | 25317/33666 [15:46<05:12, 26.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 68/8416 [00:00<01:09, 120.35it/s]
    Epoch 1:  75%|███████▌  | 25318/33666 [15:46<05:12, 26.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 69/8416 [00:00<01:09, 120.43it/s]
    Epoch 1:  75%|███████▌  | 25319/33666 [15:46<05:12, 26.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 70/8416 [00:00<01:09, 120.49it/s]
    Epoch 1:  75%|███████▌  | 25320/33666 [15:46<05:11, 26.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 71/8416 [00:00<01:09, 120.55it/s]
    Epoch 1:  75%|███████▌  | 25321/33666 [15:46<05:11, 26.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 72/8416 [00:00<01:09, 119.44it/s]
    Epoch 1:  75%|███████▌  | 25322/33666 [15:46<05:11, 26.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 73/8416 [00:00<01:09, 119.56it/s]
    Epoch 1:  75%|███████▌  | 25323/33666 [15:46<05:11, 26.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 74/8416 [00:00<01:09, 119.67it/s]
    Epoch 1:  75%|███████▌  | 25324/33666 [15:46<05:11, 26.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 75/8416 [00:00<01:09, 119.73it/s]
    Epoch 1:  75%|███████▌  | 25325/33666 [15:46<05:11, 26.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 76/8416 [00:00<01:09, 119.81it/s]
    Epoch 1:  75%|███████▌  | 25326/33666 [15:46<05:11, 26.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 77/8416 [00:00<01:09, 119.92it/s]
    Epoch 1:  75%|███████▌  | 25327/33666 [15:46<05:11, 26.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 78/8416 [00:00<01:09, 120.01it/s]
    Epoch 1:  75%|███████▌  | 25328/33666 [15:46<05:11, 26.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 79/8416 [00:00<01:09, 120.11it/s]
    Epoch 1:  75%|███████▌  | 25329/33666 [15:46<05:11, 26.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 80/8416 [00:00<01:09, 120.20it/s]
    Epoch 1:  75%|███████▌  | 25330/33666 [15:46<05:11, 26.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 81/8416 [00:00<01:09, 120.29it/s]
    Epoch 1:  75%|███████▌  | 25331/33666 [15:46<05:11, 26.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 82/8416 [00:00<01:09, 120.37it/s]
    Epoch 1:  75%|███████▌  | 25332/33666 [15:46<05:11, 26.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 83/8416 [00:00<01:09, 120.41it/s]
    Epoch 1:  75%|███████▌  | 25333/33666 [15:46<05:11, 26.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 84/8416 [00:00<01:09, 120.50it/s]
    Epoch 1:  75%|███████▌  | 25334/33666 [15:46<05:11, 26.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 85/8416 [00:00<01:09, 120.60it/s]
    Epoch 1:  75%|███████▌  | 25335/33666 [15:46<05:11, 26.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 86/8416 [00:00<01:09, 120.69it/s]
    Epoch 1:  75%|███████▌  | 25336/33666 [15:46<05:11, 26.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 87/8416 [00:00<01:09, 119.75it/s]
    Epoch 1:  75%|███████▌  | 25337/33666 [15:46<05:11, 26.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 88/8416 [00:00<01:09, 119.83it/s]
    Epoch 1:  75%|███████▌  | 25338/33666 [15:46<05:11, 26.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 89/8416 [00:00<01:09, 119.86it/s]
    Epoch 1:  75%|███████▌  | 25339/33666 [15:46<05:11, 26.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 90/8416 [00:00<01:09, 119.88it/s]
    Epoch 1:  75%|███████▌  | 25340/33666 [15:46<05:11, 26.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 91/8416 [00:00<01:09, 119.90it/s]
    Epoch 1:  75%|███████▌  | 25341/33666 [15:46<05:10, 26.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 92/8416 [00:00<01:09, 119.93it/s]
    Epoch 1:  75%|███████▌  | 25342/33666 [15:46<05:10, 26.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 93/8416 [00:00<01:09, 119.95it/s]
    Epoch 1:  75%|███████▌  | 25343/33666 [15:46<05:10, 26.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 94/8416 [00:00<01:09, 119.98it/s]
    Epoch 1:  75%|███████▌  | 25344/33666 [15:46<05:10, 26.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 95/8416 [00:00<01:09, 120.00it/s]
    Epoch 1:  75%|███████▌  | 25345/33666 [15:46<05:10, 26.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 96/8416 [00:00<01:09, 120.01it/s]
    Epoch 1:  75%|███████▌  | 25346/33666 [15:46<05:10, 26.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 97/8416 [00:00<01:09, 120.03it/s]
    Epoch 1:  75%|███████▌  | 25347/33666 [15:46<05:10, 26.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 98/8416 [00:00<01:09, 120.06it/s]
    Epoch 1:  75%|███████▌  | 25348/33666 [15:46<05:10, 26.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 99/8416 [00:00<01:09, 120.06it/s]
    Epoch 1:  75%|███████▌  | 25349/33666 [15:46<05:10, 26.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 100/8416 [00:00<01:09, 120.08it/s]
    Epoch 1:  75%|███████▌  | 25350/33666 [15:46<05:10, 26.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 101/8416 [00:00<01:09, 120.09it/s]
    Epoch 1:  75%|███████▌  | 25351/33666 [15:46<05:10, 26.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 102/8416 [00:00<01:09, 120.12it/s]
    Epoch 1:  75%|███████▌  | 25352/33666 [15:46<05:10, 26.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 103/8416 [00:00<01:09, 120.14it/s]
    Epoch 1:  75%|███████▌  | 25353/33666 [15:46<05:10, 26.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 104/8416 [00:00<01:09, 120.16it/s]
    Epoch 1:  75%|███████▌  | 25354/33666 [15:46<05:10, 26.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|          | 105/8416 [00:00<01:09, 120.19it/s]
    Epoch 1:  75%|███████▌  | 25355/33666 [15:46<05:10, 26.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|▏         | 106/8416 [00:00<01:09, 120.22it/s]
    Epoch 1:  75%|███████▌  | 25356/33666 [15:46<05:10, 26.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|▏         | 107/8416 [00:00<01:09, 120.24it/s]
    Epoch 1:  75%|███████▌  | 25357/33666 [15:46<05:10, 26.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|▏         | 108/8416 [00:00<01:09, 120.27it/s]
    Epoch 1:  75%|███████▌  | 25358/33666 [15:46<05:10, 26.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|▏         | 109/8416 [00:00<01:09, 120.30it/s]
    Epoch 1:  75%|███████▌  | 25359/33666 [15:46<05:10, 26.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|▏         | 110/8416 [00:00<01:09, 120.33it/s]
    Epoch 1:  75%|███████▌  | 25360/33666 [15:46<05:10, 26.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|▏         | 111/8416 [00:00<01:09, 120.35it/s]
    Epoch 1:  75%|███████▌  | 25361/33666 [15:46<05:10, 26.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|▏         | 112/8416 [00:00<01:08, 120.37it/s]
    Epoch 1:  75%|███████▌  | 25362/33666 [15:46<05:09, 26.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|▏         | 113/8416 [00:00<01:08, 120.40it/s]
    Epoch 1:  75%|███████▌  | 25363/33666 [15:46<05:09, 26.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|▏         | 114/8416 [00:00<01:08, 120.42it/s]
    Epoch 1:  75%|███████▌  | 25364/33666 [15:46<05:09, 26.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|▏         | 115/8416 [00:00<01:08, 120.45it/s]
    Epoch 1:  75%|███████▌  | 25365/33666 [15:46<05:09, 26.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|▏         | 116/8416 [00:00<01:08, 120.47it/s]
    Epoch 1:  75%|███████▌  | 25366/33666 [15:46<05:09, 26.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|▏         | 117/8416 [00:00<01:08, 120.50it/s]
    Epoch 1:  75%|███████▌  | 25367/33666 [15:46<05:09, 26.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|▏         | 118/8416 [00:00<01:08, 120.52it/s]
    Epoch 1:  75%|███████▌  | 25368/33666 [15:46<05:09, 26.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|▏         | 119/8416 [00:00<01:08, 120.53it/s]
    Epoch 1:  75%|███████▌  | 25369/33666 [15:46<05:09, 26.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|▏         | 120/8416 [00:00<01:08, 120.55it/s]
    Epoch 1:  75%|███████▌  | 25370/33666 [15:46<05:09, 26.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|▏         | 121/8416 [00:01<01:08, 120.56it/s]
    Epoch 1:  75%|███████▌  | 25371/33666 [15:46<05:09, 26.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|▏         | 122/8416 [00:01<01:08, 120.58it/s]
    Epoch 1:  75%|███████▌  | 25372/33666 [15:46<05:09, 26.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|▏         | 123/8416 [00:01<01:08, 120.59it/s]
    Epoch 1:  75%|███████▌  | 25373/33666 [15:46<05:09, 26.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|▏         | 124/8416 [00:01<01:08, 120.61it/s]
    Epoch 1:  75%|███████▌  | 25374/33666 [15:46<05:09, 26.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|▏         | 125/8416 [00:01<01:08, 120.64it/s]
    Epoch 1:  75%|███████▌  | 25375/33666 [15:46<05:09, 26.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   1%|▏         | 126/8416 [00:01<01:08, 120.66it/s]
    Epoch 1:  75%|███████▌  | 25376/33666 [15:46<05:09, 26.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 127/8416 [00:01<01:08, 120.68it/s]
    Epoch 1:  75%|███████▌  | 25377/33666 [15:46<05:09, 26.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 128/8416 [00:01<01:08, 120.73it/s]
    Epoch 1:  75%|███████▌  | 25378/33666 [15:46<05:09, 26.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 129/8416 [00:01<01:08, 120.74it/s]
    Epoch 1:  75%|███████▌  | 25379/33666 [15:46<05:09, 26.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 130/8416 [00:01<01:08, 120.75it/s]
    Epoch 1:  75%|███████▌  | 25380/33666 [15:46<05:09, 26.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 131/8416 [00:01<01:08, 120.76it/s]
    Epoch 1:  75%|███████▌  | 25381/33666 [15:46<05:09, 26.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 132/8416 [00:01<01:08, 120.67it/s]
    Epoch 1:  75%|███████▌  | 25382/33666 [15:46<05:09, 26.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 133/8416 [00:01<01:08, 120.70it/s]
    Epoch 1:  75%|███████▌  | 25383/33666 [15:46<05:09, 26.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 134/8416 [00:01<01:08, 120.72it/s]
    Epoch 1:  75%|███████▌  | 25384/33666 [15:46<05:08, 26.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 135/8416 [00:01<01:08, 120.75it/s]
    Epoch 1:  75%|███████▌  | 25385/33666 [15:46<05:08, 26.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 136/8416 [00:01<01:08, 120.77it/s]
    Epoch 1:  75%|███████▌  | 25386/33666 [15:46<05:08, 26.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 137/8416 [00:01<01:08, 120.77it/s]
    Epoch 1:  75%|███████▌  | 25387/33666 [15:46<05:08, 26.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 138/8416 [00:01<01:08, 120.83it/s]
    Epoch 1:  75%|███████▌  | 25388/33666 [15:46<05:08, 26.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 139/8416 [00:01<01:08, 120.84it/s]
    Epoch 1:  75%|███████▌  | 25389/33666 [15:46<05:08, 26.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 140/8416 [00:01<01:08, 120.72it/s]
    Epoch 1:  75%|███████▌  | 25390/33666 [15:46<05:08, 26.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 141/8416 [00:01<01:08, 120.74it/s]
    Epoch 1:  75%|███████▌  | 25391/33666 [15:47<05:08, 26.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 142/8416 [00:01<01:08, 120.76it/s]
    Epoch 1:  75%|███████▌  | 25392/33666 [15:47<05:08, 26.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 143/8416 [00:01<01:08, 120.77it/s]
    Epoch 1:  75%|███████▌  | 25393/33666 [15:47<05:08, 26.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 144/8416 [00:01<01:08, 120.82it/s]
    Epoch 1:  75%|███████▌  | 25394/33666 [15:47<05:08, 26.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 145/8416 [00:01<01:08, 120.87it/s]
    Epoch 1:  75%|███████▌  | 25395/33666 [15:47<05:08, 26.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 146/8416 [00:01<01:08, 120.91it/s]
    Epoch 1:  75%|███████▌  | 25396/33666 [15:47<05:08, 26.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 147/8416 [00:01<01:08, 120.95it/s]
    Epoch 1:  75%|███████▌  | 25397/33666 [15:47<05:08, 26.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 148/8416 [00:01<01:08, 120.99it/s]
    Epoch 1:  75%|███████▌  | 25398/33666 [15:47<05:08, 26.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 149/8416 [00:01<01:08, 121.04it/s]
    Epoch 1:  75%|███████▌  | 25399/33666 [15:47<05:08, 26.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 150/8416 [00:01<01:08, 121.10it/s]
    Epoch 1:  75%|███████▌  | 25400/33666 [15:47<05:08, 26.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 151/8416 [00:01<01:08, 121.14it/s]
    Epoch 1:  75%|███████▌  | 25401/33666 [15:47<05:08, 26.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 152/8416 [00:01<01:08, 121.19it/s]
    Epoch 1:  75%|███████▌  | 25402/33666 [15:47<05:08, 26.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 153/8416 [00:01<01:08, 121.22it/s]
    Epoch 1:  75%|███████▌  | 25403/33666 [15:47<05:08, 26.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 154/8416 [00:01<01:08, 121.27it/s]
    Epoch 1:  75%|███████▌  | 25404/33666 [15:47<05:08, 26.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 155/8416 [00:01<01:08, 121.30it/s]
    Epoch 1:  75%|███████▌  | 25405/33666 [15:47<05:07, 26.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 156/8416 [00:01<01:08, 121.34it/s]
    Epoch 1:  75%|███████▌  | 25406/33666 [15:47<05:07, 26.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 157/8416 [00:01<01:08, 121.39it/s]
    Epoch 1:  75%|███████▌  | 25407/33666 [15:47<05:07, 26.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 158/8416 [00:01<01:08, 121.43it/s]
    Epoch 1:  75%|███████▌  | 25408/33666 [15:47<05:07, 26.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 159/8416 [00:01<01:07, 121.47it/s]
    Epoch 1:  75%|███████▌  | 25409/33666 [15:47<05:07, 26.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 160/8416 [00:01<01:07, 121.50it/s]
    Epoch 1:  75%|███████▌  | 25410/33666 [15:47<05:07, 26.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 161/8416 [00:01<01:07, 121.51it/s]
    Epoch 1:  75%|███████▌  | 25411/33666 [15:47<05:07, 26.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 162/8416 [00:01<01:07, 121.53it/s]
    Epoch 1:  75%|███████▌  | 25412/33666 [15:47<05:07, 26.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 163/8416 [00:01<01:07, 121.53it/s]
    Epoch 1:  75%|███████▌  | 25413/33666 [15:47<05:07, 26.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 164/8416 [00:01<01:07, 121.53it/s]
    Epoch 1:  75%|███████▌  | 25414/33666 [15:47<05:07, 26.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 165/8416 [00:01<01:07, 121.54it/s]
    Epoch 1:  75%|███████▌  | 25415/33666 [15:47<05:07, 26.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 166/8416 [00:01<01:07, 121.55it/s]
    Epoch 1:  75%|███████▌  | 25416/33666 [15:47<05:07, 26.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 167/8416 [00:01<01:07, 121.55it/s]
    Epoch 1:  75%|███████▌  | 25417/33666 [15:47<05:07, 26.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 168/8416 [00:01<01:07, 121.55it/s]
    Epoch 1:  76%|███████▌  | 25418/33666 [15:47<05:07, 26.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 169/8416 [00:01<01:07, 121.56it/s]
    Epoch 1:  76%|███████▌  | 25419/33666 [15:47<05:07, 26.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 170/8416 [00:01<01:07, 121.57it/s]
    Epoch 1:  76%|███████▌  | 25420/33666 [15:47<05:07, 26.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 171/8416 [00:01<01:07, 121.57it/s]
    Epoch 1:  76%|███████▌  | 25421/33666 [15:47<05:07, 26.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 172/8416 [00:01<01:07, 121.57it/s]
    Epoch 1:  76%|███████▌  | 25422/33666 [15:47<05:07, 26.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 173/8416 [00:01<01:07, 121.59it/s]
    Epoch 1:  76%|███████▌  | 25423/33666 [15:47<05:07, 26.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 174/8416 [00:01<01:07, 121.60it/s]
    Epoch 1:  76%|███████▌  | 25424/33666 [15:47<05:07, 26.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 175/8416 [00:01<01:07, 121.63it/s]
    Epoch 1:  76%|███████▌  | 25425/33666 [15:47<05:07, 26.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 176/8416 [00:01<01:07, 121.66it/s]
    Epoch 1:  76%|███████▌  | 25426/33666 [15:47<05:06, 26.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 177/8416 [00:01<01:07, 121.67it/s]
    Epoch 1:  76%|███████▌  | 25427/33666 [15:47<05:06, 26.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 178/8416 [00:01<01:07, 121.67it/s]
    Epoch 1:  76%|███████▌  | 25428/33666 [15:47<05:06, 26.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 179/8416 [00:01<01:07, 121.67it/s]
    Epoch 1:  76%|███████▌  | 25429/33666 [15:47<05:06, 26.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 180/8416 [00:01<01:07, 121.68it/s]
    Epoch 1:  76%|███████▌  | 25430/33666 [15:47<05:06, 26.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 181/8416 [00:01<01:07, 121.71it/s]
    Epoch 1:  76%|███████▌  | 25431/33666 [15:47<05:06, 26.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 182/8416 [00:01<01:07, 121.75it/s]
    Epoch 1:  76%|███████▌  | 25432/33666 [15:47<05:06, 26.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 183/8416 [00:01<01:07, 121.78it/s]
    Epoch 1:  76%|███████▌  | 25433/33666 [15:47<05:06, 26.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 184/8416 [00:01<01:07, 121.80it/s]
    Epoch 1:  76%|███████▌  | 25434/33666 [15:47<05:06, 26.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 185/8416 [00:01<01:07, 121.81it/s]
    Epoch 1:  76%|███████▌  | 25435/33666 [15:47<05:06, 26.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 186/8416 [00:01<01:07, 121.81it/s]
    Epoch 1:  76%|███████▌  | 25436/33666 [15:47<05:06, 26.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 187/8416 [00:01<01:07, 121.81it/s]
    Epoch 1:  76%|███████▌  | 25437/33666 [15:47<05:06, 26.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 188/8416 [00:01<01:07, 121.82it/s]
    Epoch 1:  76%|███████▌  | 25438/33666 [15:47<05:06, 26.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 189/8416 [00:01<01:07, 121.83it/s]
    Epoch 1:  76%|███████▌  | 25439/33666 [15:47<05:06, 26.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 190/8416 [00:01<01:07, 121.84it/s]
    Epoch 1:  76%|███████▌  | 25440/33666 [15:47<05:06, 26.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 191/8416 [00:01<01:07, 121.85it/s]
    Epoch 1:  76%|███████▌  | 25441/33666 [15:47<05:06, 26.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 192/8416 [00:01<01:07, 121.86it/s]
    Epoch 1:  76%|███████▌  | 25442/33666 [15:47<05:06, 26.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 193/8416 [00:01<01:07, 121.86it/s]
    Epoch 1:  76%|███████▌  | 25443/33666 [15:47<05:06, 26.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 194/8416 [00:01<01:07, 121.89it/s]
    Epoch 1:  76%|███████▌  | 25444/33666 [15:47<05:06, 26.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 195/8416 [00:01<01:07, 121.89it/s]
    Epoch 1:  76%|███████▌  | 25445/33666 [15:47<05:06, 26.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 196/8416 [00:01<01:07, 121.72it/s]
    Epoch 1:  76%|███████▌  | 25446/33666 [15:47<05:06, 26.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 197/8416 [00:01<01:07, 121.73it/s]
    Epoch 1:  76%|███████▌  | 25447/33666 [15:47<05:06, 26.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 198/8416 [00:01<01:07, 121.74it/s]
    Epoch 1:  76%|███████▌  | 25448/33666 [15:47<05:05, 26.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 199/8416 [00:01<01:07, 121.75it/s]
    Epoch 1:  76%|███████▌  | 25449/33666 [15:47<05:05, 26.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 200/8416 [00:01<01:07, 121.78it/s]
    Epoch 1:  76%|███████▌  | 25450/33666 [15:47<05:05, 26.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 201/8416 [00:01<01:07, 121.80it/s]
    Epoch 1:  76%|███████▌  | 25451/33666 [15:47<05:05, 26.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 202/8416 [00:01<01:07, 121.83it/s]
    Epoch 1:  76%|███████▌  | 25452/33666 [15:47<05:05, 26.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 203/8416 [00:01<01:07, 121.86it/s]
    Epoch 1:  76%|███████▌  | 25453/33666 [15:47<05:05, 26.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 204/8416 [00:01<01:07, 121.89it/s]
    Epoch 1:  76%|███████▌  | 25454/33666 [15:47<05:05, 26.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 205/8416 [00:01<01:07, 121.92it/s]
    Epoch 1:  76%|███████▌  | 25455/33666 [15:47<05:05, 26.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 206/8416 [00:01<01:07, 121.95it/s]
    Epoch 1:  76%|███████▌  | 25456/33666 [15:47<05:05, 26.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 207/8416 [00:01<01:07, 121.99it/s]
    Epoch 1:  76%|███████▌  | 25457/33666 [15:47<05:05, 26.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 208/8416 [00:01<01:07, 122.01it/s]
    Epoch 1:  76%|███████▌  | 25458/33666 [15:47<05:05, 26.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 209/8416 [00:01<01:07, 122.04it/s]
    Epoch 1:  76%|███████▌  | 25459/33666 [15:47<05:05, 26.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   2%|▏         | 210/8416 [00:01<01:07, 122.07it/s]
    Epoch 1:  76%|███████▌  | 25460/33666 [15:47<05:05, 26.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 211/8416 [00:01<01:07, 122.10it/s]
    Epoch 1:  76%|███████▌  | 25461/33666 [15:47<05:05, 26.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 212/8416 [00:01<01:07, 122.12it/s]
    Epoch 1:  76%|███████▌  | 25462/33666 [15:47<05:05, 26.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 213/8416 [00:01<01:07, 122.15it/s]
    Epoch 1:  76%|███████▌  | 25463/33666 [15:47<05:05, 26.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 214/8416 [00:01<01:07, 122.18it/s]
    Epoch 1:  76%|███████▌  | 25464/33666 [15:47<05:05, 26.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 215/8416 [00:01<01:07, 122.21it/s]
    Epoch 1:  76%|███████▌  | 25465/33666 [15:47<05:05, 26.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 216/8416 [00:01<01:07, 122.24it/s]
    Epoch 1:  76%|███████▌  | 25466/33666 [15:47<05:05, 26.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 217/8416 [00:01<01:07, 122.27it/s]
    Epoch 1:  76%|███████▌  | 25467/33666 [15:47<05:05, 26.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 218/8416 [00:01<01:07, 122.29it/s]
    Epoch 1:  76%|███████▌  | 25468/33666 [15:47<05:05, 26.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 219/8416 [00:01<01:07, 122.32it/s]
    Epoch 1:  76%|███████▌  | 25469/33666 [15:47<05:04, 26.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 220/8416 [00:01<01:06, 122.34it/s]
    Epoch 1:  76%|███████▌  | 25470/33666 [15:47<05:04, 26.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 221/8416 [00:01<01:06, 122.37it/s]
    Epoch 1:  76%|███████▌  | 25471/33666 [15:47<05:04, 26.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 222/8416 [00:01<01:06, 122.39it/s]
    Epoch 1:  76%|███████▌  | 25472/33666 [15:47<05:04, 26.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 223/8416 [00:01<01:06, 122.41it/s]
    Epoch 1:  76%|███████▌  | 25473/33666 [15:47<05:04, 26.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 224/8416 [00:01<01:06, 122.44it/s]
    Epoch 1:  76%|███████▌  | 25474/33666 [15:47<05:04, 26.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 225/8416 [00:01<01:06, 122.46it/s]
    Epoch 1:  76%|███████▌  | 25475/33666 [15:47<05:04, 26.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 226/8416 [00:01<01:06, 122.48it/s]
    Epoch 1:  76%|███████▌  | 25476/33666 [15:47<05:04, 26.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 227/8416 [00:01<01:06, 122.50it/s]
    Epoch 1:  76%|███████▌  | 25477/33666 [15:47<05:04, 26.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 228/8416 [00:01<01:06, 122.52it/s]
    Epoch 1:  76%|███████▌  | 25478/33666 [15:47<05:04, 26.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 229/8416 [00:01<01:06, 122.54it/s]
    Epoch 1:  76%|███████▌  | 25479/33666 [15:47<05:04, 26.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 230/8416 [00:01<01:06, 122.57it/s]
    Epoch 1:  76%|███████▌  | 25480/33666 [15:47<05:04, 26.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 231/8416 [00:01<01:06, 122.59it/s]
    Epoch 1:  76%|███████▌  | 25481/33666 [15:47<05:04, 26.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 232/8416 [00:01<01:06, 122.61it/s]
    Epoch 1:  76%|███████▌  | 25482/33666 [15:47<05:04, 26.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 233/8416 [00:01<01:06, 122.63it/s]
    Epoch 1:  76%|███████▌  | 25483/33666 [15:47<05:04, 26.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 234/8416 [00:01<01:06, 122.65it/s]
    Epoch 1:  76%|███████▌  | 25484/33666 [15:47<05:04, 26.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 235/8416 [00:01<01:06, 122.65it/s]
    Epoch 1:  76%|███████▌  | 25485/33666 [15:47<05:04, 26.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 236/8416 [00:01<01:06, 122.56it/s]
    Epoch 1:  76%|███████▌  | 25486/33666 [15:47<05:04, 26.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 237/8416 [00:01<01:06, 122.54it/s]
    Epoch 1:  76%|███████▌  | 25487/33666 [15:47<05:04, 26.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 238/8416 [00:01<01:06, 122.55it/s]
    Epoch 1:  76%|███████▌  | 25488/33666 [15:47<05:04, 26.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 239/8416 [00:01<01:06, 122.55it/s]
    Epoch 1:  76%|███████▌  | 25489/33666 [15:47<05:04, 26.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 240/8416 [00:01<01:06, 122.55it/s]
    Epoch 1:  76%|███████▌  | 25490/33666 [15:47<05:04, 26.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 241/8416 [00:01<01:06, 122.55it/s]
    Epoch 1:  76%|███████▌  | 25491/33666 [15:47<05:03, 26.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 242/8416 [00:01<01:06, 122.56it/s]
    Epoch 1:  76%|███████▌  | 25492/33666 [15:47<05:03, 26.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 243/8416 [00:01<01:06, 122.55it/s]
    Epoch 1:  76%|███████▌  | 25493/33666 [15:47<05:03, 26.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 244/8416 [00:01<01:06, 122.56it/s]
    Epoch 1:  76%|███████▌  | 25494/33666 [15:47<05:03, 26.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 245/8416 [00:01<01:06, 122.56it/s]
    Epoch 1:  76%|███████▌  | 25495/33666 [15:47<05:03, 26.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 246/8416 [00:02<01:06, 122.56it/s]
    Epoch 1:  76%|███████▌  | 25496/33666 [15:47<05:03, 26.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 247/8416 [00:02<01:06, 122.56it/s]
    Epoch 1:  76%|███████▌  | 25497/33666 [15:47<05:03, 26.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 248/8416 [00:02<01:06, 122.56it/s]
    Epoch 1:  76%|███████▌  | 25498/33666 [15:47<05:03, 26.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 249/8416 [00:02<01:06, 122.56it/s]
    Epoch 1:  76%|███████▌  | 25499/33666 [15:47<05:03, 26.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 250/8416 [00:02<01:06, 122.56it/s]
    Epoch 1:  76%|███████▌  | 25500/33666 [15:47<05:03, 26.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 251/8416 [00:02<01:06, 122.57it/s]
    Epoch 1:  76%|███████▌  | 25501/33666 [15:47<05:03, 26.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 252/8416 [00:02<01:06, 122.58it/s]
    Epoch 1:  76%|███████▌  | 25502/33666 [15:47<05:03, 26.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 253/8416 [00:02<01:06, 122.61it/s]
    Epoch 1:  76%|███████▌  | 25503/33666 [15:47<05:03, 26.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 254/8416 [00:02<01:06, 122.63it/s]
    Epoch 1:  76%|███████▌  | 25504/33666 [15:47<05:03, 26.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 255/8416 [00:02<01:06, 122.64it/s]
    Epoch 1:  76%|███████▌  | 25505/33666 [15:47<05:03, 26.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 256/8416 [00:02<01:06, 122.66it/s]
    Epoch 1:  76%|███████▌  | 25506/33666 [15:47<05:03, 26.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 257/8416 [00:02<01:06, 122.69it/s]
    Epoch 1:  76%|███████▌  | 25507/33666 [15:47<05:03, 26.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 258/8416 [00:02<01:06, 122.70it/s]
    Epoch 1:  76%|███████▌  | 25508/33666 [15:47<05:03, 26.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 259/8416 [00:02<01:06, 122.72it/s]
    Epoch 1:  76%|███████▌  | 25509/33666 [15:47<05:03, 26.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 260/8416 [00:02<01:06, 122.68it/s]
    Epoch 1:  76%|███████▌  | 25510/33666 [15:47<05:03, 26.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 261/8416 [00:02<01:06, 122.71it/s]
    Epoch 1:  76%|███████▌  | 25511/33666 [15:47<05:03, 26.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 262/8416 [00:02<01:06, 122.73it/s]
    Epoch 1:  76%|███████▌  | 25512/33666 [15:47<05:02, 26.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 263/8416 [00:02<01:06, 122.75it/s]
    Epoch 1:  76%|███████▌  | 25513/33666 [15:47<05:02, 26.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 264/8416 [00:02<01:06, 122.77it/s]
    Epoch 1:  76%|███████▌  | 25514/33666 [15:47<05:02, 26.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 265/8416 [00:02<01:06, 122.79it/s]
    Epoch 1:  76%|███████▌  | 25515/33666 [15:47<05:02, 26.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 266/8416 [00:02<01:06, 122.80it/s]
    Epoch 1:  76%|███████▌  | 25516/33666 [15:48<05:02, 26.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 267/8416 [00:02<01:06, 122.82it/s]
    Epoch 1:  76%|███████▌  | 25517/33666 [15:48<05:02, 26.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 268/8416 [00:02<01:06, 122.84it/s]
    Epoch 1:  76%|███████▌  | 25518/33666 [15:48<05:02, 26.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 269/8416 [00:02<01:06, 122.86it/s]
    Epoch 1:  76%|███████▌  | 25519/33666 [15:48<05:02, 26.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 270/8416 [00:02<01:06, 122.88it/s]
    Epoch 1:  76%|███████▌  | 25520/33666 [15:48<05:02, 26.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 271/8416 [00:02<01:06, 122.90it/s]
    Epoch 1:  76%|███████▌  | 25521/33666 [15:48<05:02, 26.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 272/8416 [00:02<01:06, 122.92it/s]
    Epoch 1:  76%|███████▌  | 25522/33666 [15:48<05:02, 26.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 273/8416 [00:02<01:06, 122.94it/s]
    Epoch 1:  76%|███████▌  | 25523/33666 [15:48<05:02, 26.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 274/8416 [00:02<01:06, 122.96it/s]
    Epoch 1:  76%|███████▌  | 25524/33666 [15:48<05:02, 26.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 275/8416 [00:02<01:06, 122.97it/s]
    Epoch 1:  76%|███████▌  | 25525/33666 [15:48<05:02, 26.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 276/8416 [00:02<01:06, 122.99it/s]
    Epoch 1:  76%|███████▌  | 25526/33666 [15:48<05:02, 26.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 277/8416 [00:02<01:06, 123.01it/s]
    Epoch 1:  76%|███████▌  | 25527/33666 [15:48<05:02, 26.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 278/8416 [00:02<01:06, 123.01it/s]
    Epoch 1:  76%|███████▌  | 25528/33666 [15:48<05:02, 26.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 279/8416 [00:02<01:06, 122.95it/s]
    Epoch 1:  76%|███████▌  | 25529/33666 [15:48<05:02, 26.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 280/8416 [00:02<01:06, 122.92it/s]
    Epoch 1:  76%|███████▌  | 25530/33666 [15:48<05:02, 26.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 281/8416 [00:02<01:06, 122.92it/s]
    Epoch 1:  76%|███████▌  | 25531/33666 [15:48<05:02, 26.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 282/8416 [00:02<01:06, 122.92it/s]
    Epoch 1:  76%|███████▌  | 25532/33666 [15:48<05:02, 26.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 283/8416 [00:02<01:06, 122.93it/s]
    Epoch 1:  76%|███████▌  | 25533/33666 [15:48<05:02, 26.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 284/8416 [00:02<01:06, 122.95it/s]
    Epoch 1:  76%|███████▌  | 25534/33666 [15:48<05:01, 26.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 285/8416 [00:02<01:06, 122.96it/s]
    Epoch 1:  76%|███████▌  | 25535/33666 [15:48<05:01, 26.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 286/8416 [00:02<01:06, 122.98it/s]
    Epoch 1:  76%|███████▌  | 25536/33666 [15:48<05:01, 26.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 287/8416 [00:02<01:06, 122.98it/s]
    Epoch 1:  76%|███████▌  | 25537/33666 [15:48<05:01, 26.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 288/8416 [00:02<01:06, 122.98it/s]
    Epoch 1:  76%|███████▌  | 25538/33666 [15:48<05:01, 26.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 289/8416 [00:02<01:06, 122.97it/s]
    Epoch 1:  76%|███████▌  | 25539/33666 [15:48<05:01, 26.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 290/8416 [00:02<01:06, 122.97it/s]
    Epoch 1:  76%|███████▌  | 25540/33666 [15:48<05:01, 26.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 291/8416 [00:02<01:06, 122.97it/s]
    Epoch 1:  76%|███████▌  | 25541/33666 [15:48<05:01, 26.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 292/8416 [00:02<01:06, 122.96it/s]
    Epoch 1:  76%|███████▌  | 25542/33666 [15:48<05:01, 26.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 293/8416 [00:02<01:06, 122.97it/s]
    Epoch 1:  76%|███████▌  | 25543/33666 [15:48<05:01, 26.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   3%|▎         | 294/8416 [00:02<01:06, 122.97it/s]
    Epoch 1:  76%|███████▌  | 25544/33666 [15:48<05:01, 26.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▎         | 295/8416 [00:02<01:06, 122.97it/s]
    Epoch 1:  76%|███████▌  | 25545/33666 [15:48<05:01, 26.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▎         | 296/8416 [00:02<01:06, 122.97it/s]
    Epoch 1:  76%|███████▌  | 25546/33666 [15:48<05:01, 26.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▎         | 297/8416 [00:02<01:06, 122.97it/s]
    Epoch 1:  76%|███████▌  | 25547/33666 [15:48<05:01, 26.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▎         | 298/8416 [00:02<01:06, 122.96it/s]
    Epoch 1:  76%|███████▌  | 25548/33666 [15:48<05:01, 26.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▎         | 299/8416 [00:02<01:06, 122.96it/s]
    Epoch 1:  76%|███████▌  | 25549/33666 [15:48<05:01, 26.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▎         | 300/8416 [00:02<01:06, 122.96it/s]
    Epoch 1:  76%|███████▌  | 25550/33666 [15:48<05:01, 26.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▎         | 301/8416 [00:02<01:05, 122.96it/s]
    Epoch 1:  76%|███████▌  | 25551/33666 [15:48<05:01, 26.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▎         | 302/8416 [00:02<01:05, 122.98it/s]
    Epoch 1:  76%|███████▌  | 25552/33666 [15:48<05:01, 26.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▎         | 303/8416 [00:02<01:05, 122.98it/s]
    Epoch 1:  76%|███████▌  | 25553/33666 [15:48<05:01, 26.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▎         | 304/8416 [00:02<01:05, 122.92it/s]
    Epoch 1:  76%|███████▌  | 25554/33666 [15:48<05:01, 26.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▎         | 305/8416 [00:02<01:06, 122.89it/s]
    Epoch 1:  76%|███████▌  | 25555/33666 [15:48<05:00, 26.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▎         | 306/8416 [00:02<01:05, 122.89it/s]
    Epoch 1:  76%|███████▌  | 25556/33666 [15:48<05:00, 26.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▎         | 307/8416 [00:02<01:05, 122.89it/s]
    Epoch 1:  76%|███████▌  | 25557/33666 [15:48<05:00, 26.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▎         | 308/8416 [00:02<01:05, 122.90it/s]
    Epoch 1:  76%|███████▌  | 25558/33666 [15:48<05:00, 26.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▎         | 309/8416 [00:02<01:05, 122.92it/s]
    Epoch 1:  76%|███████▌  | 25559/33666 [15:48<05:00, 26.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▎         | 310/8416 [00:02<01:05, 122.94it/s]
    Epoch 1:  76%|███████▌  | 25560/33666 [15:48<05:00, 26.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▎         | 311/8416 [00:02<01:05, 122.95it/s]
    Epoch 1:  76%|███████▌  | 25561/33666 [15:48<05:00, 26.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▎         | 312/8416 [00:02<01:05, 122.97it/s]
    Epoch 1:  76%|███████▌  | 25562/33666 [15:48<05:00, 26.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▎         | 313/8416 [00:02<01:05, 122.98it/s]
    Epoch 1:  76%|███████▌  | 25563/33666 [15:48<05:00, 26.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▎         | 314/8416 [00:02<01:05, 123.00it/s]
    Epoch 1:  76%|███████▌  | 25564/33666 [15:48<05:00, 26.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▎         | 315/8416 [00:02<01:05, 123.01it/s]
    Epoch 1:  76%|███████▌  | 25565/33666 [15:48<05:00, 26.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 316/8416 [00:02<01:05, 123.02it/s]
    Epoch 1:  76%|███████▌  | 25566/33666 [15:48<05:00, 26.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 317/8416 [00:02<01:05, 123.04it/s]
    Epoch 1:  76%|███████▌  | 25567/33666 [15:48<05:00, 26.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 318/8416 [00:02<01:05, 123.05it/s]
    Epoch 1:  76%|███████▌  | 25568/33666 [15:48<05:00, 26.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 319/8416 [00:02<01:05, 123.06it/s]
    Epoch 1:  76%|███████▌  | 25569/33666 [15:48<05:00, 26.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 320/8416 [00:02<01:05, 123.08it/s]
    Epoch 1:  76%|███████▌  | 25570/33666 [15:48<05:00, 26.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 321/8416 [00:02<01:05, 123.10it/s]
    Epoch 1:  76%|███████▌  | 25571/33666 [15:48<05:00, 26.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 322/8416 [00:02<01:05, 123.11it/s]
    Epoch 1:  76%|███████▌  | 25572/33666 [15:48<05:00, 26.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 323/8416 [00:02<01:05, 123.12it/s]
    Epoch 1:  76%|███████▌  | 25573/33666 [15:48<05:00, 26.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 324/8416 [00:02<01:05, 123.10it/s]
    Epoch 1:  76%|███████▌  | 25574/33666 [15:48<05:00, 26.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 325/8416 [00:02<01:05, 123.11it/s]
    Epoch 1:  76%|███████▌  | 25575/33666 [15:48<05:00, 26.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 326/8416 [00:02<01:05, 123.13it/s]
    Epoch 1:  76%|███████▌  | 25576/33666 [15:48<05:00, 26.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 327/8416 [00:02<01:05, 123.14it/s]
    Epoch 1:  76%|███████▌  | 25577/33666 [15:48<04:59, 26.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 328/8416 [00:02<01:05, 123.16it/s]
    Epoch 1:  76%|███████▌  | 25578/33666 [15:48<04:59, 26.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 329/8416 [00:02<01:05, 123.17it/s]
    Epoch 1:  76%|███████▌  | 25579/33666 [15:48<04:59, 26.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 330/8416 [00:02<01:05, 123.19it/s]
    Epoch 1:  76%|███████▌  | 25580/33666 [15:48<04:59, 26.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 331/8416 [00:02<01:05, 123.20it/s]
    Epoch 1:  76%|███████▌  | 25581/33666 [15:48<04:59, 26.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 332/8416 [00:02<01:05, 123.21it/s]
    Epoch 1:  76%|███████▌  | 25582/33666 [15:48<04:59, 26.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 333/8416 [00:02<01:05, 123.23it/s]
    Epoch 1:  76%|███████▌  | 25583/33666 [15:48<04:59, 26.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 334/8416 [00:02<01:05, 123.24it/s]
    Epoch 1:  76%|███████▌  | 25584/33666 [15:48<04:59, 26.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 335/8416 [00:02<01:05, 123.26it/s]
    Epoch 1:  76%|███████▌  | 25585/33666 [15:48<04:59, 26.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 336/8416 [00:02<01:05, 123.27it/s]
    Epoch 1:  76%|███████▌  | 25586/33666 [15:48<04:59, 26.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 337/8416 [00:02<01:05, 123.28it/s]
    Epoch 1:  76%|███████▌  | 25587/33666 [15:48<04:59, 26.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 338/8416 [00:02<01:05, 123.30it/s]
    Epoch 1:  76%|███████▌  | 25588/33666 [15:48<04:59, 26.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 339/8416 [00:02<01:05, 123.31it/s]
    Epoch 1:  76%|███████▌  | 25589/33666 [15:48<04:59, 26.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 340/8416 [00:02<01:05, 123.32it/s]
    Epoch 1:  76%|███████▌  | 25590/33666 [15:48<04:59, 26.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 341/8416 [00:02<01:05, 123.34it/s]
    Epoch 1:  76%|███████▌  | 25591/33666 [15:48<04:59, 26.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 342/8416 [00:02<01:05, 123.29it/s]
    Epoch 1:  76%|███████▌  | 25592/33666 [15:48<04:59, 26.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 343/8416 [00:02<01:05, 123.23it/s]
    Epoch 1:  76%|███████▌  | 25593/33666 [15:48<04:59, 26.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 344/8416 [00:02<01:05, 123.23it/s]
    Epoch 1:  76%|███████▌  | 25594/33666 [15:48<04:59, 26.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 345/8416 [00:02<01:05, 123.23it/s]
    Epoch 1:  76%|███████▌  | 25595/33666 [15:48<04:59, 26.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 346/8416 [00:02<01:05, 123.24it/s]
    Epoch 1:  76%|███████▌  | 25596/33666 [15:48<04:59, 26.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 347/8416 [00:02<01:05, 123.23it/s]
    Epoch 1:  76%|███████▌  | 25597/33666 [15:48<04:59, 26.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 348/8416 [00:02<01:05, 123.23it/s]
    Epoch 1:  76%|███████▌  | 25598/33666 [15:48<04:59, 26.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 349/8416 [00:02<01:05, 123.25it/s]
    Epoch 1:  76%|███████▌  | 25599/33666 [15:48<04:58, 26.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 350/8416 [00:02<01:05, 123.26it/s]
    Epoch 1:  76%|███████▌  | 25600/33666 [15:48<04:58, 26.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 351/8416 [00:02<01:05, 123.26it/s]
    Epoch 1:  76%|███████▌  | 25601/33666 [15:48<04:58, 26.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 352/8416 [00:02<01:05, 123.07it/s]
    Epoch 1:  76%|███████▌  | 25602/33666 [15:48<04:58, 26.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 353/8416 [00:02<01:05, 123.08it/s]
    Epoch 1:  76%|███████▌  | 25603/33666 [15:48<04:58, 26.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 354/8416 [00:02<01:05, 123.10it/s]
    Epoch 1:  76%|███████▌  | 25604/33666 [15:48<04:58, 26.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 355/8416 [00:02<01:05, 123.10it/s]
    Epoch 1:  76%|███████▌  | 25605/33666 [15:48<04:58, 26.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 356/8416 [00:02<01:05, 123.11it/s]
    Epoch 1:  76%|███████▌  | 25606/33666 [15:48<04:58, 26.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 357/8416 [00:02<01:05, 123.13it/s]
    Epoch 1:  76%|███████▌  | 25607/33666 [15:48<04:58, 26.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 358/8416 [00:02<01:05, 123.14it/s]
    Epoch 1:  76%|███████▌  | 25608/33666 [15:48<04:58, 26.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 359/8416 [00:02<01:05, 123.15it/s]
    Epoch 1:  76%|███████▌  | 25609/33666 [15:48<04:58, 26.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 360/8416 [00:02<01:05, 123.17it/s]
    Epoch 1:  76%|███████▌  | 25610/33666 [15:48<04:58, 26.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 361/8416 [00:02<01:05, 123.17it/s]
    Epoch 1:  76%|███████▌  | 25611/33666 [15:48<04:58, 26.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 362/8416 [00:02<01:05, 123.19it/s]
    Epoch 1:  76%|███████▌  | 25612/33666 [15:48<04:58, 26.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 363/8416 [00:02<01:05, 123.19it/s]
    Epoch 1:  76%|███████▌  | 25613/33666 [15:48<04:58, 27.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 364/8416 [00:02<01:05, 123.20it/s]
    Epoch 1:  76%|███████▌  | 25614/33666 [15:48<04:58, 27.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 365/8416 [00:02<01:05, 123.22it/s]
    Epoch 1:  76%|███████▌  | 25615/33666 [15:48<04:58, 27.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 366/8416 [00:02<01:05, 123.23it/s]
    Epoch 1:  76%|███████▌  | 25616/33666 [15:48<04:58, 27.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 367/8416 [00:02<01:05, 123.24it/s]
    Epoch 1:  76%|███████▌  | 25617/33666 [15:48<04:58, 27.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 368/8416 [00:02<01:05, 123.03it/s]
    Epoch 1:  76%|███████▌  | 25618/33666 [15:48<04:58, 27.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 369/8416 [00:02<01:05, 123.03it/s]
    Epoch 1:  76%|███████▌  | 25619/33666 [15:48<04:58, 27.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 370/8416 [00:03<01:05, 123.03it/s]
    Epoch 1:  76%|███████▌  | 25620/33666 [15:48<04:57, 27.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 371/8416 [00:03<01:05, 123.03it/s]
    Epoch 1:  76%|███████▌  | 25621/33666 [15:48<04:57, 27.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 372/8416 [00:03<01:05, 123.03it/s]
    Epoch 1:  76%|███████▌  | 25622/33666 [15:48<04:57, 27.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 373/8416 [00:03<01:05, 123.03it/s]
    Epoch 1:  76%|███████▌  | 25623/33666 [15:48<04:57, 27.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 374/8416 [00:03<01:05, 123.03it/s]
    Epoch 1:  76%|███████▌  | 25624/33666 [15:48<04:57, 27.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 375/8416 [00:03<01:05, 123.04it/s]
    Epoch 1:  76%|███████▌  | 25625/33666 [15:48<04:57, 27.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 376/8416 [00:03<01:05, 123.05it/s]
    Epoch 1:  76%|███████▌  | 25626/33666 [15:48<04:57, 27.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 377/8416 [00:03<01:05, 123.05it/s]
    Epoch 1:  76%|███████▌  | 25627/33666 [15:48<04:57, 27.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   4%|▍         | 378/8416 [00:03<01:05, 123.05it/s]
    Epoch 1:  76%|███████▌  | 25628/33666 [15:48<04:57, 27.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▍         | 379/8416 [00:03<01:05, 123.04it/s]
    Epoch 1:  76%|███████▌  | 25629/33666 [15:48<04:57, 27.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▍         | 380/8416 [00:03<01:05, 123.04it/s]
    Epoch 1:  76%|███████▌  | 25630/33666 [15:48<04:57, 27.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▍         | 381/8416 [00:03<01:05, 123.05it/s]
    Epoch 1:  76%|███████▌  | 25631/33666 [15:48<04:57, 27.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▍         | 382/8416 [00:03<01:05, 123.05it/s]
    Epoch 1:  76%|███████▌  | 25632/33666 [15:48<04:57, 27.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▍         | 383/8416 [00:03<01:05, 123.04it/s]
    Epoch 1:  76%|███████▌  | 25633/33666 [15:48<04:57, 27.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▍         | 384/8416 [00:03<01:05, 123.05it/s]
    Epoch 1:  76%|███████▌  | 25634/33666 [15:48<04:57, 27.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▍         | 385/8416 [00:03<01:05, 123.05it/s]
    Epoch 1:  76%|███████▌  | 25635/33666 [15:48<04:57, 27.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▍         | 386/8416 [00:03<01:05, 123.05it/s]
    Epoch 1:  76%|███████▌  | 25636/33666 [15:48<04:57, 27.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▍         | 387/8416 [00:03<01:05, 123.04it/s]
    Epoch 1:  76%|███████▌  | 25637/33666 [15:48<04:57, 27.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▍         | 388/8416 [00:03<01:05, 123.01it/s]
    Epoch 1:  76%|███████▌  | 25638/33666 [15:48<04:57, 27.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▍         | 389/8416 [00:03<01:05, 123.01it/s]
    Epoch 1:  76%|███████▌  | 25639/33666 [15:49<04:57, 27.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▍         | 390/8416 [00:03<01:05, 123.01it/s]
    Epoch 1:  76%|███████▌  | 25640/33666 [15:49<04:57, 27.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▍         | 391/8416 [00:03<01:05, 123.02it/s]
    Epoch 1:  76%|███████▌  | 25641/33666 [15:49<04:57, 27.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▍         | 392/8416 [00:03<01:05, 123.02it/s]
    Epoch 1:  76%|███████▌  | 25642/33666 [15:49<04:56, 27.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▍         | 393/8416 [00:03<01:05, 123.02it/s]
    Epoch 1:  76%|███████▌  | 25643/33666 [15:49<04:56, 27.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▍         | 394/8416 [00:03<01:05, 123.02it/s]
    Epoch 1:  76%|███████▌  | 25644/33666 [15:49<04:56, 27.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▍         | 395/8416 [00:03<01:05, 123.02it/s]
    Epoch 1:  76%|███████▌  | 25645/33666 [15:49<04:56, 27.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▍         | 396/8416 [00:03<01:05, 123.02it/s]
    Epoch 1:  76%|███████▌  | 25646/33666 [15:49<04:56, 27.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▍         | 397/8416 [00:03<01:05, 123.03it/s]
    Epoch 1:  76%|███████▌  | 25647/33666 [15:49<04:56, 27.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▍         | 398/8416 [00:03<01:05, 123.03it/s]
    Epoch 1:  76%|███████▌  | 25648/33666 [15:49<04:56, 27.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▍         | 399/8416 [00:03<01:05, 123.03it/s]
    Epoch 1:  76%|███████▌  | 25649/33666 [15:49<04:56, 27.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▍         | 400/8416 [00:03<01:05, 123.03it/s]
    Epoch 1:  76%|███████▌  | 25650/33666 [15:49<04:56, 27.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▍         | 401/8416 [00:03<01:05, 123.03it/s]
    Epoch 1:  76%|███████▌  | 25651/33666 [15:49<04:56, 27.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▍         | 402/8416 [00:03<01:05, 123.03it/s]
    Epoch 1:  76%|███████▌  | 25652/33666 [15:49<04:56, 27.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▍         | 403/8416 [00:03<01:05, 123.03it/s]
    Epoch 1:  76%|███████▌  | 25653/33666 [15:49<04:56, 27.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▍         | 404/8416 [00:03<01:05, 123.03it/s]
    Epoch 1:  76%|███████▌  | 25654/33666 [15:49<04:56, 27.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▍         | 405/8416 [00:03<01:05, 123.03it/s]
    Epoch 1:  76%|███████▌  | 25655/33666 [15:49<04:56, 27.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▍         | 406/8416 [00:03<01:05, 123.04it/s]
    Epoch 1:  76%|███████▌  | 25656/33666 [15:49<04:56, 27.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▍         | 407/8416 [00:03<01:05, 123.04it/s]
    Epoch 1:  76%|███████▌  | 25657/33666 [15:49<04:56, 27.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▍         | 408/8416 [00:03<01:05, 123.04it/s]
    Epoch 1:  76%|███████▌  | 25658/33666 [15:49<04:56, 27.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▍         | 409/8416 [00:03<01:05, 123.05it/s]
    Epoch 1:  76%|███████▌  | 25659/33666 [15:49<04:56, 27.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▍         | 410/8416 [00:03<01:05, 123.06it/s]
    Epoch 1:  76%|███████▌  | 25660/33666 [15:49<04:56, 27.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▍         | 411/8416 [00:03<01:05, 123.07it/s]
    Epoch 1:  76%|███████▌  | 25661/33666 [15:49<04:56, 27.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▍         | 412/8416 [00:03<01:05, 123.08it/s]
    Epoch 1:  76%|███████▌  | 25662/33666 [15:49<04:56, 27.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▍         | 413/8416 [00:03<01:05, 123.09it/s]
    Epoch 1:  76%|███████▌  | 25663/33666 [15:49<04:56, 27.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▍         | 414/8416 [00:03<01:05, 123.11it/s]
    Epoch 1:  76%|███████▌  | 25664/33666 [15:49<04:55, 27.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▍         | 415/8416 [00:03<01:04, 123.12it/s]
    Epoch 1:  76%|███████▌  | 25665/33666 [15:49<04:55, 27.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▍         | 416/8416 [00:03<01:04, 123.13it/s]
    Epoch 1:  76%|███████▌  | 25666/33666 [15:49<04:55, 27.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▍         | 417/8416 [00:03<01:05, 122.94it/s]
    Epoch 1:  76%|███████▌  | 25667/33666 [15:49<04:55, 27.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▍         | 418/8416 [00:03<01:05, 122.95it/s]
    Epoch 1:  76%|███████▌  | 25668/33666 [15:49<04:55, 27.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▍         | 419/8416 [00:03<01:05, 122.95it/s]
    Epoch 1:  76%|███████▌  | 25669/33666 [15:49<04:55, 27.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▍         | 420/8416 [00:03<01:05, 122.95it/s]
    Epoch 1:  76%|███████▌  | 25670/33666 [15:49<04:55, 27.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▌         | 421/8416 [00:03<01:05, 122.96it/s]
    Epoch 1:  76%|███████▋  | 25671/33666 [15:49<04:55, 27.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▌         | 422/8416 [00:03<01:05, 122.97it/s]
    Epoch 1:  76%|███████▋  | 25672/33666 [15:49<04:55, 27.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▌         | 423/8416 [00:03<01:04, 122.98it/s]
    Epoch 1:  76%|███████▋  | 25673/33666 [15:49<04:55, 27.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▌         | 424/8416 [00:03<01:04, 122.98it/s]
    Epoch 1:  76%|███████▋  | 25674/33666 [15:49<04:55, 27.05it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▌         | 425/8416 [00:03<01:05, 122.93it/s]
    Epoch 1:  76%|███████▋  | 25675/33666 [15:49<04:55, 27.05it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▌         | 426/8416 [00:03<01:05, 122.91it/s]
    Epoch 1:  76%|███████▋  | 25676/33666 [15:49<04:55, 27.05it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▌         | 427/8416 [00:03<01:04, 122.91it/s]
    Epoch 1:  76%|███████▋  | 25677/33666 [15:49<04:55, 27.05it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▌         | 428/8416 [00:03<01:04, 122.92it/s]
    Epoch 1:  76%|███████▋  | 25678/33666 [15:49<04:55, 27.05it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▌         | 429/8416 [00:03<01:04, 122.93it/s]
    Epoch 1:  76%|███████▋  | 25679/33666 [15:49<04:55, 27.05it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▌         | 430/8416 [00:03<01:04, 122.94it/s]
    Epoch 1:  76%|███████▋  | 25680/33666 [15:49<04:55, 27.05it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▌         | 431/8416 [00:03<01:04, 122.95it/s]
    Epoch 1:  76%|███████▋  | 25681/33666 [15:49<04:55, 27.05it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▌         | 432/8416 [00:03<01:04, 122.96it/s]
    Epoch 1:  76%|███████▋  | 25682/33666 [15:49<04:55, 27.05it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▌         | 433/8416 [00:03<01:04, 122.97it/s]
    Epoch 1:  76%|███████▋  | 25683/33666 [15:49<04:55, 27.05it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▌         | 434/8416 [00:03<01:04, 122.98it/s]
    Epoch 1:  76%|███████▋  | 25684/33666 [15:49<04:55, 27.05it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▌         | 435/8416 [00:03<01:04, 122.99it/s]
    Epoch 1:  76%|███████▋  | 25685/33666 [15:49<04:54, 27.05it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▌         | 436/8416 [00:03<01:04, 123.00it/s]
    Epoch 1:  76%|███████▋  | 25686/33666 [15:49<04:54, 27.06it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▌         | 437/8416 [00:03<01:04, 123.01it/s]
    Epoch 1:  76%|███████▋  | 25687/33666 [15:49<04:54, 27.06it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▌         | 438/8416 [00:03<01:04, 123.02it/s]
    Epoch 1:  76%|███████▋  | 25688/33666 [15:49<04:54, 27.06it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▌         | 439/8416 [00:03<01:04, 123.03it/s]
    Epoch 1:  76%|███████▋  | 25689/33666 [15:49<04:54, 27.06it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▌         | 440/8416 [00:03<01:04, 123.04it/s]
    Epoch 1:  76%|███████▋  | 25690/33666 [15:49<04:54, 27.06it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▌         | 441/8416 [00:03<01:04, 123.05it/s]
    Epoch 1:  76%|███████▋  | 25691/33666 [15:49<04:54, 27.06it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▌         | 442/8416 [00:03<01:04, 123.06it/s]
    Epoch 1:  76%|███████▋  | 25692/33666 [15:49<04:54, 27.06it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▌         | 443/8416 [00:03<01:04, 123.07it/s]
    Epoch 1:  76%|███████▋  | 25693/33666 [15:49<04:54, 27.06it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▌         | 444/8416 [00:03<01:04, 123.08it/s]
    Epoch 1:  76%|███████▋  | 25694/33666 [15:49<04:54, 27.06it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▌         | 445/8416 [00:03<01:04, 123.09it/s]
    Epoch 1:  76%|███████▋  | 25695/33666 [15:49<04:54, 27.06it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▌         | 446/8416 [00:03<01:04, 123.10it/s]
    Epoch 1:  76%|███████▋  | 25696/33666 [15:49<04:54, 27.06it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▌         | 447/8416 [00:03<01:04, 123.11it/s]
    Epoch 1:  76%|███████▋  | 25697/33666 [15:49<04:54, 27.06it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▌         | 448/8416 [00:03<01:04, 123.12it/s]
    Epoch 1:  76%|███████▋  | 25698/33666 [15:49<04:54, 27.07it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▌         | 449/8416 [00:03<01:04, 123.13it/s]
    Epoch 1:  76%|███████▋  | 25699/33666 [15:49<04:54, 27.07it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▌         | 450/8416 [00:03<01:04, 123.14it/s]
    Epoch 1:  76%|███████▋  | 25700/33666 [15:49<04:54, 27.07it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▌         | 451/8416 [00:03<01:04, 123.14it/s]
    Epoch 1:  76%|███████▋  | 25701/33666 [15:49<04:54, 27.07it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▌         | 452/8416 [00:03<01:04, 123.12it/s]
    Epoch 1:  76%|███████▋  | 25702/33666 [15:49<04:54, 27.07it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▌         | 453/8416 [00:03<01:04, 123.13it/s]
    Epoch 1:  76%|███████▋  | 25703/33666 [15:49<04:54, 27.07it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▌         | 454/8416 [00:03<01:04, 123.15it/s]
    Epoch 1:  76%|███████▋  | 25704/33666 [15:49<04:54, 27.07it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▌         | 455/8416 [00:03<01:04, 123.16it/s]
    Epoch 1:  76%|███████▋  | 25705/33666 [15:49<04:54, 27.07it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▌         | 456/8416 [00:03<01:04, 123.17it/s]
    Epoch 1:  76%|███████▋  | 25706/33666 [15:49<04:54, 27.07it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▌         | 457/8416 [00:03<01:04, 123.18it/s]
    Epoch 1:  76%|███████▋  | 25707/33666 [15:49<04:53, 27.07it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▌         | 458/8416 [00:03<01:04, 123.19it/s]
    Epoch 1:  76%|███████▋  | 25708/33666 [15:49<04:53, 27.07it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▌         | 459/8416 [00:03<01:04, 123.20it/s]
    Epoch 1:  76%|███████▋  | 25709/33666 [15:49<04:53, 27.07it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▌         | 460/8416 [00:03<01:04, 123.21it/s]
    Epoch 1:  76%|███████▋  | 25710/33666 [15:49<04:53, 27.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▌         | 461/8416 [00:03<01:04, 123.22it/s]
    Epoch 1:  76%|███████▋  | 25711/33666 [15:49<04:53, 27.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   5%|▌         | 462/8416 [00:03<01:04, 123.24it/s]
    Epoch 1:  76%|███████▋  | 25712/33666 [15:49<04:53, 27.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 463/8416 [00:03<01:04, 123.25it/s]
    Epoch 1:  76%|███████▋  | 25713/33666 [15:49<04:53, 27.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 464/8416 [00:03<01:04, 123.26it/s]
    Epoch 1:  76%|███████▋  | 25714/33666 [15:49<04:53, 27.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 465/8416 [00:03<01:04, 123.27it/s]
    Epoch 1:  76%|███████▋  | 25715/33666 [15:49<04:53, 27.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 466/8416 [00:03<01:04, 123.28it/s]
    Epoch 1:  76%|███████▋  | 25716/33666 [15:49<04:53, 27.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 467/8416 [00:03<01:04, 123.29it/s]
    Epoch 1:  76%|███████▋  | 25717/33666 [15:49<04:53, 27.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 468/8416 [00:03<01:04, 123.30it/s]
    Epoch 1:  76%|███████▋  | 25718/33666 [15:49<04:53, 27.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 469/8416 [00:03<01:04, 123.31it/s]
    Epoch 1:  76%|███████▋  | 25719/33666 [15:49<04:53, 27.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 470/8416 [00:03<01:04, 123.32it/s]
    Epoch 1:  76%|███████▋  | 25720/33666 [15:49<04:53, 27.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 471/8416 [00:03<01:04, 123.33it/s]
    Epoch 1:  76%|███████▋  | 25721/33666 [15:49<04:53, 27.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 472/8416 [00:03<01:04, 123.34it/s]
    Epoch 1:  76%|███████▋  | 25722/33666 [15:49<04:53, 27.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 473/8416 [00:03<01:04, 123.35it/s]
    Epoch 1:  76%|███████▋  | 25723/33666 [15:49<04:53, 27.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 474/8416 [00:03<01:04, 123.36it/s]
    Epoch 1:  76%|███████▋  | 25724/33666 [15:49<04:53, 27.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 475/8416 [00:03<01:04, 123.37it/s]
    Epoch 1:  76%|███████▋  | 25725/33666 [15:49<04:53, 27.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 476/8416 [00:03<01:04, 123.38it/s]
    Epoch 1:  76%|███████▋  | 25726/33666 [15:49<04:53, 27.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 477/8416 [00:03<01:04, 123.39it/s]
    Epoch 1:  76%|███████▋  | 25727/33666 [15:49<04:53, 27.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 478/8416 [00:03<01:04, 123.40it/s]
    Epoch 1:  76%|███████▋  | 25728/33666 [15:49<04:53, 27.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 479/8416 [00:03<01:04, 123.41it/s]
    Epoch 1:  76%|███████▋  | 25729/33666 [15:49<04:52, 27.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 480/8416 [00:03<01:04, 123.42it/s]
    Epoch 1:  76%|███████▋  | 25730/33666 [15:49<04:52, 27.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 481/8416 [00:03<01:04, 123.42it/s]
    Epoch 1:  76%|███████▋  | 25731/33666 [15:49<04:52, 27.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 482/8416 [00:03<01:04, 123.43it/s]
    Epoch 1:  76%|███████▋  | 25732/33666 [15:49<04:52, 27.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 483/8416 [00:03<01:04, 123.44it/s]
    Epoch 1:  76%|███████▋  | 25733/33666 [15:49<04:52, 27.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 484/8416 [00:03<01:04, 123.45it/s]
    Epoch 1:  76%|███████▋  | 25734/33666 [15:49<04:52, 27.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 485/8416 [00:03<01:04, 123.46it/s]
    Epoch 1:  76%|███████▋  | 25735/33666 [15:49<04:52, 27.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 486/8416 [00:03<01:04, 123.47it/s]
    Epoch 1:  76%|███████▋  | 25736/33666 [15:49<04:52, 27.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 487/8416 [00:03<01:04, 123.48it/s]
    Epoch 1:  76%|███████▋  | 25737/33666 [15:49<04:52, 27.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 488/8416 [00:03<01:04, 123.49it/s]
    Epoch 1:  76%|███████▋  | 25738/33666 [15:49<04:52, 27.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 489/8416 [00:03<01:04, 123.49it/s]
    Epoch 1:  76%|███████▋  | 25739/33666 [15:49<04:52, 27.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 490/8416 [00:03<01:04, 123.50it/s]
    Epoch 1:  76%|███████▋  | 25740/33666 [15:49<04:52, 27.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 491/8416 [00:03<01:04, 123.51it/s]
    Epoch 1:  76%|███████▋  | 25741/33666 [15:49<04:52, 27.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 492/8416 [00:03<01:04, 123.52it/s]
    Epoch 1:  76%|███████▋  | 25742/33666 [15:49<04:52, 27.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 493/8416 [00:03<01:04, 123.52it/s]
    Epoch 1:  76%|███████▋  | 25743/33666 [15:49<04:52, 27.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 494/8416 [00:03<01:04, 123.53it/s]
    Epoch 1:  76%|███████▋  | 25744/33666 [15:49<04:52, 27.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 495/8416 [00:04<01:04, 123.54it/s]
    Epoch 1:  76%|███████▋  | 25745/33666 [15:49<04:52, 27.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 496/8416 [00:04<01:04, 123.55it/s]
    Epoch 1:  76%|███████▋  | 25746/33666 [15:49<04:52, 27.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 497/8416 [00:04<01:04, 123.56it/s]
    Epoch 1:  76%|███████▋  | 25747/33666 [15:49<04:52, 27.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 498/8416 [00:04<01:04, 123.57it/s]
    Epoch 1:  76%|███████▋  | 25748/33666 [15:49<04:52, 27.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 499/8416 [00:04<01:04, 123.57it/s]
    Epoch 1:  76%|███████▋  | 25749/33666 [15:49<04:52, 27.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 500/8416 [00:04<01:04, 123.58it/s]
    Epoch 1:  76%|███████▋  | 25750/33666 [15:49<04:52, 27.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 501/8416 [00:04<01:04, 123.59it/s]
    Epoch 1:  76%|███████▋  | 25751/33666 [15:49<04:51, 27.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 502/8416 [00:04<01:04, 123.60it/s]
    Epoch 1:  76%|███████▋  | 25752/33666 [15:49<04:51, 27.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 503/8416 [00:04<01:04, 123.60it/s]
    Epoch 1:  76%|███████▋  | 25753/33666 [15:49<04:51, 27.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 504/8416 [00:04<01:04, 123.61it/s]
    Epoch 1:  76%|███████▋  | 25754/33666 [15:49<04:51, 27.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 505/8416 [00:04<01:03, 123.62it/s]
    Epoch 1:  77%|███████▋  | 25755/33666 [15:49<04:51, 27.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 506/8416 [00:04<01:03, 123.63it/s]
    Epoch 1:  77%|███████▋  | 25756/33666 [15:49<04:51, 27.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 507/8416 [00:04<01:03, 123.64it/s]
    Epoch 1:  77%|███████▋  | 25757/33666 [15:49<04:51, 27.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 508/8416 [00:04<01:03, 123.64it/s]
    Epoch 1:  77%|███████▋  | 25758/33666 [15:49<04:51, 27.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 509/8416 [00:04<01:03, 123.65it/s]
    Epoch 1:  77%|███████▋  | 25759/33666 [15:49<04:51, 27.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 510/8416 [00:04<01:03, 123.66it/s]
    Epoch 1:  77%|███████▋  | 25760/33666 [15:49<04:51, 27.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 511/8416 [00:04<01:03, 123.67it/s]
    Epoch 1:  77%|███████▋  | 25761/33666 [15:49<04:51, 27.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 512/8416 [00:04<01:03, 123.67it/s]
    Epoch 1:  77%|███████▋  | 25762/33666 [15:49<04:51, 27.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 513/8416 [00:04<01:03, 123.68it/s]
    Epoch 1:  77%|███████▋  | 25763/33666 [15:49<04:51, 27.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 514/8416 [00:04<01:03, 123.69it/s]
    Epoch 1:  77%|███████▋  | 25764/33666 [15:49<04:51, 27.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 515/8416 [00:04<01:03, 123.70it/s]
    Epoch 1:  77%|███████▋  | 25765/33666 [15:50<04:51, 27.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 516/8416 [00:04<01:03, 123.68it/s]
    Epoch 1:  77%|███████▋  | 25766/33666 [15:50<04:51, 27.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 517/8416 [00:04<01:03, 123.68it/s]
    Epoch 1:  77%|███████▋  | 25767/33666 [15:50<04:51, 27.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 518/8416 [00:04<01:03, 123.69it/s]
    Epoch 1:  77%|███████▋  | 25768/33666 [15:50<04:51, 27.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 519/8416 [00:04<01:03, 123.70it/s]
    Epoch 1:  77%|███████▋  | 25769/33666 [15:50<04:51, 27.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 520/8416 [00:04<01:03, 123.71it/s]
    Epoch 1:  77%|███████▋  | 25770/33666 [15:50<04:51, 27.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 521/8416 [00:04<01:03, 123.72it/s]
    Epoch 1:  77%|███████▋  | 25771/33666 [15:50<04:51, 27.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 522/8416 [00:04<01:03, 123.72it/s]
    Epoch 1:  77%|███████▋  | 25772/33666 [15:50<04:51, 27.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 523/8416 [00:04<01:03, 123.70it/s]
    Epoch 1:  77%|███████▋  | 25773/33666 [15:50<04:50, 27.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 524/8416 [00:04<01:03, 123.68it/s]
    Epoch 1:  77%|███████▋  | 25774/33666 [15:50<04:50, 27.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▌         | 525/8416 [00:04<01:03, 123.68it/s]
    Epoch 1:  77%|███████▋  | 25775/33666 [15:50<04:50, 27.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▋         | 526/8416 [00:04<01:03, 123.69it/s]
    Epoch 1:  77%|███████▋  | 25776/33666 [15:50<04:50, 27.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▋         | 527/8416 [00:04<01:03, 123.70it/s]
    Epoch 1:  77%|███████▋  | 25777/33666 [15:50<04:50, 27.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▋         | 528/8416 [00:04<01:03, 123.71it/s]
    Epoch 1:  77%|███████▋  | 25778/33666 [15:50<04:50, 27.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▋         | 529/8416 [00:04<01:03, 123.72it/s]
    Epoch 1:  77%|███████▋  | 25779/33666 [15:50<04:50, 27.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▋         | 530/8416 [00:04<01:03, 123.72it/s]
    Epoch 1:  77%|███████▋  | 25780/33666 [15:50<04:50, 27.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▋         | 531/8416 [00:04<01:03, 123.73it/s]
    Epoch 1:  77%|███████▋  | 25781/33666 [15:50<04:50, 27.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▋         | 532/8416 [00:04<01:03, 123.74it/s]
    Epoch 1:  77%|███████▋  | 25782/33666 [15:50<04:50, 27.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▋         | 533/8416 [00:04<01:03, 123.75it/s]
    Epoch 1:  77%|███████▋  | 25783/33666 [15:50<04:50, 27.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▋         | 534/8416 [00:04<01:03, 123.75it/s]
    Epoch 1:  77%|███████▋  | 25784/33666 [15:50<04:50, 27.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▋         | 535/8416 [00:04<01:03, 123.76it/s]
    Epoch 1:  77%|███████▋  | 25785/33666 [15:50<04:50, 27.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▋         | 536/8416 [00:04<01:03, 123.77it/s]
    Epoch 1:  77%|███████▋  | 25786/33666 [15:50<04:50, 27.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▋         | 537/8416 [00:04<01:03, 123.78it/s]
    Epoch 1:  77%|███████▋  | 25787/33666 [15:50<04:50, 27.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▋         | 538/8416 [00:04<01:03, 123.79it/s]
    Epoch 1:  77%|███████▋  | 25788/33666 [15:50<04:50, 27.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▋         | 539/8416 [00:04<01:03, 123.79it/s]
    Epoch 1:  77%|███████▋  | 25789/33666 [15:50<04:50, 27.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▋         | 540/8416 [00:04<01:03, 123.79it/s]
    Epoch 1:  77%|███████▋  | 25790/33666 [15:50<04:50, 27.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▋         | 541/8416 [00:04<01:03, 123.79it/s]
    Epoch 1:  77%|███████▋  | 25791/33666 [15:50<04:50, 27.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▋         | 542/8416 [00:04<01:03, 123.78it/s]
    Epoch 1:  77%|███████▋  | 25792/33666 [15:50<04:50, 27.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▋         | 543/8416 [00:04<01:03, 123.78it/s]
    Epoch 1:  77%|███████▋  | 25793/33666 [15:50<04:50, 27.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▋         | 544/8416 [00:04<01:03, 123.78it/s]
    Epoch 1:  77%|███████▋  | 25794/33666 [15:50<04:49, 27.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▋         | 545/8416 [00:04<01:03, 123.77it/s]
    Epoch 1:  77%|███████▋  | 25795/33666 [15:50<04:49, 27.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▋         | 546/8416 [00:04<01:03, 123.77it/s]
    Epoch 1:  77%|███████▋  | 25796/33666 [15:50<04:49, 27.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   6%|▋         | 547/8416 [00:04<01:03, 123.76it/s]
    Epoch 1:  77%|███████▋  | 25797/33666 [15:50<04:49, 27.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 548/8416 [00:04<01:03, 123.77it/s]
    Epoch 1:  77%|███████▋  | 25798/33666 [15:50<04:49, 27.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 549/8416 [00:04<01:03, 123.77it/s]
    Epoch 1:  77%|███████▋  | 25799/33666 [15:50<04:49, 27.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 550/8416 [00:04<01:03, 123.77it/s]
    Epoch 1:  77%|███████▋  | 25800/33666 [15:50<04:49, 27.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 551/8416 [00:04<01:03, 123.78it/s]
    Epoch 1:  77%|███████▋  | 25801/33666 [15:50<04:49, 27.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 552/8416 [00:04<01:03, 123.79it/s]
    Epoch 1:  77%|███████▋  | 25802/33666 [15:50<04:49, 27.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 553/8416 [00:04<01:03, 123.80it/s]
    Epoch 1:  77%|███████▋  | 25803/33666 [15:50<04:49, 27.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 554/8416 [00:04<01:03, 123.80it/s]
    Epoch 1:  77%|███████▋  | 25804/33666 [15:50<04:49, 27.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 555/8416 [00:04<01:03, 123.81it/s]
    Epoch 1:  77%|███████▋  | 25805/33666 [15:50<04:49, 27.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 556/8416 [00:04<01:03, 123.81it/s]
    Epoch 1:  77%|███████▋  | 25806/33666 [15:50<04:49, 27.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 557/8416 [00:04<01:03, 123.82it/s]
    Epoch 1:  77%|███████▋  | 25807/33666 [15:50<04:49, 27.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 558/8416 [00:04<01:03, 123.83it/s]
    Epoch 1:  77%|███████▋  | 25808/33666 [15:50<04:49, 27.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 559/8416 [00:04<01:03, 123.83it/s]
    Epoch 1:  77%|███████▋  | 25809/33666 [15:50<04:49, 27.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 560/8416 [00:04<01:03, 123.84it/s]
    Epoch 1:  77%|███████▋  | 25810/33666 [15:50<04:49, 27.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 561/8416 [00:04<01:03, 123.85it/s]
    Epoch 1:  77%|███████▋  | 25811/33666 [15:50<04:49, 27.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 562/8416 [00:04<01:03, 123.85it/s]
    Epoch 1:  77%|███████▋  | 25812/33666 [15:50<04:49, 27.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 563/8416 [00:04<01:03, 123.86it/s]
    Epoch 1:  77%|███████▋  | 25813/33666 [15:50<04:49, 27.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 564/8416 [00:04<01:03, 123.87it/s]
    Epoch 1:  77%|███████▋  | 25814/33666 [15:50<04:49, 27.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 565/8416 [00:04<01:03, 123.88it/s]
    Epoch 1:  77%|███████▋  | 25815/33666 [15:50<04:49, 27.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 566/8416 [00:04<01:03, 123.88it/s]
    Epoch 1:  77%|███████▋  | 25816/33666 [15:50<04:48, 27.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 567/8416 [00:04<01:03, 123.89it/s]
    Epoch 1:  77%|███████▋  | 25817/33666 [15:50<04:48, 27.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 568/8416 [00:04<01:03, 123.90it/s]
    Epoch 1:  77%|███████▋  | 25818/33666 [15:50<04:48, 27.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 569/8416 [00:04<01:03, 123.90it/s]
    Epoch 1:  77%|███████▋  | 25819/33666 [15:50<04:48, 27.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 570/8416 [00:04<01:03, 123.91it/s]
    Epoch 1:  77%|███████▋  | 25820/33666 [15:50<04:48, 27.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 571/8416 [00:04<01:03, 123.91it/s]
    Epoch 1:  77%|███████▋  | 25821/33666 [15:50<04:48, 27.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 572/8416 [00:04<01:03, 123.92it/s]
    Epoch 1:  77%|███████▋  | 25822/33666 [15:50<04:48, 27.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 573/8416 [00:04<01:03, 123.93it/s]
    Epoch 1:  77%|███████▋  | 25823/33666 [15:50<04:48, 27.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 574/8416 [00:04<01:03, 123.94it/s]
    Epoch 1:  77%|███████▋  | 25824/33666 [15:50<04:48, 27.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 575/8416 [00:04<01:03, 123.94it/s]
    Epoch 1:  77%|███████▋  | 25825/33666 [15:50<04:48, 27.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 576/8416 [00:04<01:03, 123.95it/s]
    Epoch 1:  77%|███████▋  | 25826/33666 [15:50<04:48, 27.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 577/8416 [00:04<01:03, 123.96it/s]
    Epoch 1:  77%|███████▋  | 25827/33666 [15:50<04:48, 27.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 578/8416 [00:04<01:03, 123.96it/s]
    Epoch 1:  77%|███████▋  | 25828/33666 [15:50<04:48, 27.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 579/8416 [00:04<01:03, 123.97it/s]
    Epoch 1:  77%|███████▋  | 25829/33666 [15:50<04:48, 27.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 580/8416 [00:04<01:03, 123.95it/s]
    Epoch 1:  77%|███████▋  | 25830/33666 [15:50<04:48, 27.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 581/8416 [00:04<01:03, 123.96it/s]
    Epoch 1:  77%|███████▋  | 25831/33666 [15:50<04:48, 27.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 582/8416 [00:04<01:03, 123.96it/s]
    Epoch 1:  77%|███████▋  | 25832/33666 [15:50<04:48, 27.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 583/8416 [00:04<01:03, 123.97it/s]
    Epoch 1:  77%|███████▋  | 25833/33666 [15:50<04:48, 27.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 584/8416 [00:04<01:03, 123.98it/s]
    Epoch 1:  77%|███████▋  | 25834/33666 [15:50<04:48, 27.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 585/8416 [00:04<01:03, 123.98it/s]
    Epoch 1:  77%|███████▋  | 25835/33666 [15:50<04:48, 27.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 586/8416 [00:04<01:03, 123.99it/s]
    Epoch 1:  77%|███████▋  | 25836/33666 [15:50<04:48, 27.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 587/8416 [00:04<01:03, 124.00it/s]
    Epoch 1:  77%|███████▋  | 25837/33666 [15:50<04:48, 27.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 588/8416 [00:04<01:03, 124.00it/s]
    Epoch 1:  77%|███████▋  | 25838/33666 [15:50<04:47, 27.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 589/8416 [00:04<01:03, 124.01it/s]
    Epoch 1:  77%|███████▋  | 25839/33666 [15:50<04:47, 27.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 590/8416 [00:04<01:03, 124.02it/s]
    Epoch 1:  77%|███████▋  | 25840/33666 [15:50<04:47, 27.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 591/8416 [00:04<01:03, 124.02it/s]
    Epoch 1:  77%|███████▋  | 25841/33666 [15:50<04:47, 27.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 592/8416 [00:04<01:03, 124.03it/s]
    Epoch 1:  77%|███████▋  | 25842/33666 [15:50<04:47, 27.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 593/8416 [00:04<01:03, 124.04it/s]
    Epoch 1:  77%|███████▋  | 25843/33666 [15:50<04:47, 27.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 594/8416 [00:04<01:03, 124.04it/s]
    Epoch 1:  77%|███████▋  | 25844/33666 [15:50<04:47, 27.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 595/8416 [00:04<01:03, 124.05it/s]
    Epoch 1:  77%|███████▋  | 25845/33666 [15:50<04:47, 27.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 596/8416 [00:04<01:03, 124.06it/s]
    Epoch 1:  77%|███████▋  | 25846/33666 [15:50<04:47, 27.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 597/8416 [00:04<01:03, 124.06it/s]
    Epoch 1:  77%|███████▋  | 25847/33666 [15:50<04:47, 27.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 598/8416 [00:04<01:03, 124.07it/s]
    Epoch 1:  77%|███████▋  | 25848/33666 [15:50<04:47, 27.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 599/8416 [00:04<01:03, 124.08it/s]
    Epoch 1:  77%|███████▋  | 25849/33666 [15:50<04:47, 27.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 600/8416 [00:04<01:02, 124.08it/s]
    Epoch 1:  77%|███████▋  | 25850/33666 [15:50<04:47, 27.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 601/8416 [00:04<01:02, 124.09it/s]
    Epoch 1:  77%|███████▋  | 25851/33666 [15:50<04:47, 27.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 602/8416 [00:04<01:02, 124.10it/s]
    Epoch 1:  77%|███████▋  | 25852/33666 [15:50<04:47, 27.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 603/8416 [00:04<01:02, 124.10it/s]
    Epoch 1:  77%|███████▋  | 25853/33666 [15:50<04:47, 27.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 604/8416 [00:04<01:02, 124.11it/s]
    Epoch 1:  77%|███████▋  | 25854/33666 [15:50<04:47, 27.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 605/8416 [00:04<01:02, 124.11it/s]
    Epoch 1:  77%|███████▋  | 25855/33666 [15:50<04:47, 27.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 606/8416 [00:04<01:02, 124.12it/s]
    Epoch 1:  77%|███████▋  | 25856/33666 [15:50<04:47, 27.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 607/8416 [00:04<01:02, 124.13it/s]
    Epoch 1:  77%|███████▋  | 25857/33666 [15:50<04:47, 27.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 608/8416 [00:04<01:02, 124.13it/s]
    Epoch 1:  77%|███████▋  | 25858/33666 [15:50<04:47, 27.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 609/8416 [00:04<01:02, 124.14it/s]
    Epoch 1:  77%|███████▋  | 25859/33666 [15:50<04:47, 27.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 610/8416 [00:04<01:02, 124.14it/s]
    Epoch 1:  77%|███████▋  | 25860/33666 [15:50<04:46, 27.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 611/8416 [00:04<01:02, 124.15it/s]
    Epoch 1:  77%|███████▋  | 25861/33666 [15:50<04:46, 27.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 612/8416 [00:04<01:02, 124.15it/s]
    Epoch 1:  77%|███████▋  | 25862/33666 [15:50<04:46, 27.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 613/8416 [00:04<01:02, 124.16it/s]
    Epoch 1:  77%|███████▋  | 25863/33666 [15:50<04:46, 27.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 614/8416 [00:04<01:02, 124.17it/s]
    Epoch 1:  77%|███████▋  | 25864/33666 [15:50<04:46, 27.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 615/8416 [00:04<01:02, 124.17it/s]
    Epoch 1:  77%|███████▋  | 25865/33666 [15:50<04:46, 27.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 616/8416 [00:04<01:02, 124.18it/s]
    Epoch 1:  77%|███████▋  | 25866/33666 [15:50<04:46, 27.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 617/8416 [00:04<01:02, 124.18it/s]
    Epoch 1:  77%|███████▋  | 25867/33666 [15:50<04:46, 27.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 618/8416 [00:04<01:02, 124.19it/s]
    Epoch 1:  77%|███████▋  | 25868/33666 [15:50<04:46, 27.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 619/8416 [00:04<01:02, 124.20it/s]
    Epoch 1:  77%|███████▋  | 25869/33666 [15:50<04:46, 27.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 620/8416 [00:04<01:02, 124.20it/s]
    Epoch 1:  77%|███████▋  | 25870/33666 [15:50<04:46, 27.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 621/8416 [00:04<01:02, 124.21it/s]
    Epoch 1:  77%|███████▋  | 25871/33666 [15:50<04:46, 27.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 622/8416 [00:05<01:02, 124.21it/s]
    Epoch 1:  77%|███████▋  | 25872/33666 [15:50<04:46, 27.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 623/8416 [00:05<01:02, 124.22it/s]
    Epoch 1:  77%|███████▋  | 25873/33666 [15:50<04:46, 27.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 624/8416 [00:05<01:02, 124.22it/s]
    Epoch 1:  77%|███████▋  | 25874/33666 [15:50<04:46, 27.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 625/8416 [00:05<01:02, 124.23it/s]
    Epoch 1:  77%|███████▋  | 25875/33666 [15:50<04:46, 27.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 626/8416 [00:05<01:02, 124.23it/s]
    Epoch 1:  77%|███████▋  | 25876/33666 [15:50<04:46, 27.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 627/8416 [00:05<01:02, 124.24it/s]
    Epoch 1:  77%|███████▋  | 25877/33666 [15:50<04:46, 27.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 628/8416 [00:05<01:02, 124.24it/s]
    Epoch 1:  77%|███████▋  | 25878/33666 [15:50<04:46, 27.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 629/8416 [00:05<01:02, 124.25it/s]
    Epoch 1:  77%|███████▋  | 25879/33666 [15:50<04:46, 27.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 630/8416 [00:05<01:02, 124.26it/s]
    Epoch 1:  77%|███████▋  | 25880/33666 [15:50<04:46, 27.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   7%|▋         | 631/8416 [00:05<01:02, 124.26it/s]
    Epoch 1:  77%|███████▋  | 25881/33666 [15:50<04:46, 27.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 632/8416 [00:05<01:02, 124.27it/s]
    Epoch 1:  77%|███████▋  | 25882/33666 [15:50<04:45, 27.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 633/8416 [00:05<01:02, 124.27it/s]
    Epoch 1:  77%|███████▋  | 25883/33666 [15:50<04:45, 27.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 634/8416 [00:05<01:02, 124.28it/s]
    Epoch 1:  77%|███████▋  | 25884/33666 [15:50<04:45, 27.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 635/8416 [00:05<01:02, 124.28it/s]
    Epoch 1:  77%|███████▋  | 25885/33666 [15:50<04:45, 27.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 636/8416 [00:05<01:02, 124.29it/s]
    Epoch 1:  77%|███████▋  | 25886/33666 [15:50<04:45, 27.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 637/8416 [00:05<01:02, 124.29it/s]
    Epoch 1:  77%|███████▋  | 25887/33666 [15:50<04:45, 27.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 638/8416 [00:05<01:02, 124.30it/s]
    Epoch 1:  77%|███████▋  | 25888/33666 [15:50<04:45, 27.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 639/8416 [00:05<01:02, 124.30it/s]
    Epoch 1:  77%|███████▋  | 25889/33666 [15:50<04:45, 27.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 640/8416 [00:05<01:02, 124.31it/s]
    Epoch 1:  77%|███████▋  | 25890/33666 [15:50<04:45, 27.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 641/8416 [00:05<01:02, 124.31it/s]
    Epoch 1:  77%|███████▋  | 25891/33666 [15:50<04:45, 27.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 642/8416 [00:05<01:02, 124.32it/s]
    Epoch 1:  77%|███████▋  | 25892/33666 [15:51<04:45, 27.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 643/8416 [00:05<01:02, 124.32it/s]
    Epoch 1:  77%|███████▋  | 25893/33666 [15:51<04:45, 27.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 644/8416 [00:05<01:02, 124.31it/s]
    Epoch 1:  77%|███████▋  | 25894/33666 [15:51<04:45, 27.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 645/8416 [00:05<01:02, 124.31it/s]
    Epoch 1:  77%|███████▋  | 25895/33666 [15:51<04:45, 27.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 646/8416 [00:05<01:02, 124.32it/s]
    Epoch 1:  77%|███████▋  | 25896/33666 [15:51<04:45, 27.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 647/8416 [00:05<01:02, 124.33it/s]
    Epoch 1:  77%|███████▋  | 25897/33666 [15:51<04:45, 27.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 648/8416 [00:05<01:02, 124.33it/s]
    Epoch 1:  77%|███████▋  | 25898/33666 [15:51<04:45, 27.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 649/8416 [00:05<01:02, 124.34it/s]
    Epoch 1:  77%|███████▋  | 25899/33666 [15:51<04:45, 27.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 650/8416 [00:05<01:02, 124.34it/s]
    Epoch 1:  77%|███████▋  | 25900/33666 [15:51<04:45, 27.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 651/8416 [00:05<01:02, 124.35it/s]
    Epoch 1:  77%|███████▋  | 25901/33666 [15:51<04:45, 27.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 652/8416 [00:05<01:02, 124.35it/s]
    Epoch 1:  77%|███████▋  | 25902/33666 [15:51<04:45, 27.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 653/8416 [00:05<01:02, 124.36it/s]
    Epoch 1:  77%|███████▋  | 25903/33666 [15:51<04:45, 27.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 654/8416 [00:05<01:02, 124.37it/s]
    Epoch 1:  77%|███████▋  | 25904/33666 [15:51<04:44, 27.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 655/8416 [00:05<01:02, 124.37it/s]
    Epoch 1:  77%|███████▋  | 25905/33666 [15:51<04:44, 27.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 656/8416 [00:05<01:02, 124.38it/s]
    Epoch 1:  77%|███████▋  | 25906/33666 [15:51<04:44, 27.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 657/8416 [00:05<01:02, 124.38it/s]
    Epoch 1:  77%|███████▋  | 25907/33666 [15:51<04:44, 27.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 658/8416 [00:05<01:02, 124.39it/s]
    Epoch 1:  77%|███████▋  | 25908/33666 [15:51<04:44, 27.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 659/8416 [00:05<01:02, 124.39it/s]
    Epoch 1:  77%|███████▋  | 25909/33666 [15:51<04:44, 27.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 660/8416 [00:05<01:02, 124.40it/s]
    Epoch 1:  77%|███████▋  | 25910/33666 [15:51<04:44, 27.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 661/8416 [00:05<01:02, 124.40it/s]
    Epoch 1:  77%|███████▋  | 25911/33666 [15:51<04:44, 27.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 662/8416 [00:05<01:02, 124.41it/s]
    Epoch 1:  77%|███████▋  | 25912/33666 [15:51<04:44, 27.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 663/8416 [00:05<01:02, 124.42it/s]
    Epoch 1:  77%|███████▋  | 25913/33666 [15:51<04:44, 27.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 664/8416 [00:05<01:02, 124.42it/s]
    Epoch 1:  77%|███████▋  | 25914/33666 [15:51<04:44, 27.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 665/8416 [00:05<01:02, 124.43it/s]
    Epoch 1:  77%|███████▋  | 25915/33666 [15:51<04:44, 27.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 666/8416 [00:05<01:02, 124.43it/s]
    Epoch 1:  77%|███████▋  | 25916/33666 [15:51<04:44, 27.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 667/8416 [00:05<01:02, 124.44it/s]
    Epoch 1:  77%|███████▋  | 25917/33666 [15:51<04:44, 27.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 668/8416 [00:05<01:02, 124.44it/s]
    Epoch 1:  77%|███████▋  | 25918/33666 [15:51<04:44, 27.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 669/8416 [00:05<01:02, 124.45it/s]
    Epoch 1:  77%|███████▋  | 25919/33666 [15:51<04:44, 27.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 670/8416 [00:05<01:02, 124.45it/s]
    Epoch 1:  77%|███████▋  | 25920/33666 [15:51<04:44, 27.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 671/8416 [00:05<01:02, 124.43it/s]
    Epoch 1:  77%|███████▋  | 25921/33666 [15:51<04:44, 27.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 672/8416 [00:05<01:02, 124.41it/s]
    Epoch 1:  77%|███████▋  | 25922/33666 [15:51<04:44, 27.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 673/8416 [00:05<01:02, 124.41it/s]
    Epoch 1:  77%|███████▋  | 25923/33666 [15:51<04:44, 27.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 674/8416 [00:05<01:02, 124.41it/s]
    Epoch 1:  77%|███████▋  | 25924/33666 [15:51<04:44, 27.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 675/8416 [00:05<01:02, 124.41it/s]
    Epoch 1:  77%|███████▋  | 25925/33666 [15:51<04:44, 27.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 676/8416 [00:05<01:02, 124.41it/s]
    Epoch 1:  77%|███████▋  | 25926/33666 [15:51<04:43, 27.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 677/8416 [00:05<01:02, 124.41it/s]
    Epoch 1:  77%|███████▋  | 25927/33666 [15:51<04:43, 27.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 678/8416 [00:05<01:02, 124.42it/s]
    Epoch 1:  77%|███████▋  | 25928/33666 [15:51<04:43, 27.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 679/8416 [00:05<01:02, 124.42it/s]
    Epoch 1:  77%|███████▋  | 25929/33666 [15:51<04:43, 27.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 680/8416 [00:05<01:02, 124.43it/s]
    Epoch 1:  77%|███████▋  | 25930/33666 [15:51<04:43, 27.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 681/8416 [00:05<01:02, 124.43it/s]
    Epoch 1:  77%|███████▋  | 25931/33666 [15:51<04:43, 27.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 682/8416 [00:05<01:02, 124.44it/s]
    Epoch 1:  77%|███████▋  | 25932/33666 [15:51<04:43, 27.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 683/8416 [00:05<01:02, 124.43it/s]
    Epoch 1:  77%|███████▋  | 25933/33666 [15:51<04:43, 27.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 684/8416 [00:05<01:02, 124.39it/s]
    Epoch 1:  77%|███████▋  | 25934/33666 [15:51<04:43, 27.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 685/8416 [00:05<01:02, 124.39it/s]
    Epoch 1:  77%|███████▋  | 25935/33666 [15:51<04:43, 27.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 686/8416 [00:05<01:02, 124.38it/s]
    Epoch 1:  77%|███████▋  | 25936/33666 [15:51<04:43, 27.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 687/8416 [00:05<01:02, 124.37it/s]
    Epoch 1:  77%|███████▋  | 25937/33666 [15:51<04:43, 27.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 688/8416 [00:05<01:02, 124.35it/s]
    Epoch 1:  77%|███████▋  | 25938/33666 [15:51<04:43, 27.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 689/8416 [00:05<01:02, 124.35it/s]
    Epoch 1:  77%|███████▋  | 25939/33666 [15:51<04:43, 27.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 690/8416 [00:05<01:02, 124.35it/s]
    Epoch 1:  77%|███████▋  | 25940/33666 [15:51<04:43, 27.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 691/8416 [00:05<01:02, 124.36it/s]
    Epoch 1:  77%|███████▋  | 25941/33666 [15:51<04:43, 27.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 692/8416 [00:05<01:02, 124.36it/s]
    Epoch 1:  77%|███████▋  | 25942/33666 [15:51<04:43, 27.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 693/8416 [00:05<01:02, 124.36it/s]
    Epoch 1:  77%|███████▋  | 25943/33666 [15:51<04:43, 27.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 694/8416 [00:05<01:02, 124.37it/s]
    Epoch 1:  77%|███████▋  | 25944/33666 [15:51<04:43, 27.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 695/8416 [00:05<01:02, 124.37it/s]
    Epoch 1:  77%|███████▋  | 25945/33666 [15:51<04:43, 27.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 696/8416 [00:05<01:02, 124.38it/s]
    Epoch 1:  77%|███████▋  | 25946/33666 [15:51<04:43, 27.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 697/8416 [00:05<01:02, 124.38it/s]
    Epoch 1:  77%|███████▋  | 25947/33666 [15:51<04:43, 27.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 698/8416 [00:05<01:02, 124.38it/s]
    Epoch 1:  77%|███████▋  | 25948/33666 [15:51<04:43, 27.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 699/8416 [00:05<01:02, 124.35it/s]
    Epoch 1:  77%|███████▋  | 25949/33666 [15:51<04:42, 27.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 700/8416 [00:05<01:02, 124.33it/s]
    Epoch 1:  77%|███████▋  | 25950/33666 [15:51<04:42, 27.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 701/8416 [00:05<01:02, 124.33it/s]
    Epoch 1:  77%|███████▋  | 25951/33666 [15:51<04:42, 27.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 702/8416 [00:05<01:02, 124.33it/s]
    Epoch 1:  77%|███████▋  | 25952/33666 [15:51<04:42, 27.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 703/8416 [00:05<01:02, 124.33it/s]
    Epoch 1:  77%|███████▋  | 25953/33666 [15:51<04:42, 27.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 704/8416 [00:05<01:02, 124.32it/s]
    Epoch 1:  77%|███████▋  | 25954/33666 [15:51<04:42, 27.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 705/8416 [00:05<01:02, 124.33it/s]
    Epoch 1:  77%|███████▋  | 25955/33666 [15:51<04:42, 27.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 706/8416 [00:05<01:02, 124.33it/s]
    Epoch 1:  77%|███████▋  | 25956/33666 [15:51<04:42, 27.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 707/8416 [00:05<01:02, 124.34it/s]
    Epoch 1:  77%|███████▋  | 25957/33666 [15:51<04:42, 27.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 708/8416 [00:05<01:02, 124.32it/s]
    Epoch 1:  77%|███████▋  | 25958/33666 [15:51<04:42, 27.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 709/8416 [00:05<01:01, 124.33it/s]
    Epoch 1:  77%|███████▋  | 25959/33666 [15:51<04:42, 27.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 710/8416 [00:05<01:01, 124.33it/s]
    Epoch 1:  77%|███████▋  | 25960/33666 [15:51<04:42, 27.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 711/8416 [00:05<01:01, 124.34it/s]
    Epoch 1:  77%|███████▋  | 25961/33666 [15:51<04:42, 27.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 712/8416 [00:05<01:01, 124.34it/s]
    Epoch 1:  77%|███████▋  | 25962/33666 [15:51<04:42, 27.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 713/8416 [00:05<01:01, 124.35it/s]
    Epoch 1:  77%|███████▋  | 25963/33666 [15:51<04:42, 27.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 714/8416 [00:05<01:01, 124.24it/s]
    Epoch 1:  77%|███████▋  | 25964/33666 [15:51<04:42, 27.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   8%|▊         | 715/8416 [00:05<01:02, 124.20it/s]
    Epoch 1:  77%|███████▋  | 25965/33666 [15:51<04:42, 27.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▊         | 716/8416 [00:05<01:01, 124.20it/s]
    Epoch 1:  77%|███████▋  | 25966/33666 [15:51<04:42, 27.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▊         | 717/8416 [00:05<01:01, 124.21it/s]
    Epoch 1:  77%|███████▋  | 25967/33666 [15:51<04:42, 27.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▊         | 718/8416 [00:05<01:01, 124.20it/s]
    Epoch 1:  77%|███████▋  | 25968/33666 [15:51<04:42, 27.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▊         | 719/8416 [00:05<01:01, 124.20it/s]
    Epoch 1:  77%|███████▋  | 25969/33666 [15:51<04:42, 27.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▊         | 720/8416 [00:05<01:01, 124.19it/s]
    Epoch 1:  77%|███████▋  | 25970/33666 [15:51<04:42, 27.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▊         | 721/8416 [00:05<01:01, 124.18it/s]
    Epoch 1:  77%|███████▋  | 25971/33666 [15:51<04:41, 27.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▊         | 722/8416 [00:05<01:01, 124.17it/s]
    Epoch 1:  77%|███████▋  | 25972/33666 [15:51<04:41, 27.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▊         | 723/8416 [00:05<01:01, 124.17it/s]
    Epoch 1:  77%|███████▋  | 25973/33666 [15:51<04:41, 27.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▊         | 724/8416 [00:05<01:01, 124.16it/s]
    Epoch 1:  77%|███████▋  | 25974/33666 [15:51<04:41, 27.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▊         | 725/8416 [00:05<01:01, 124.16it/s]
    Epoch 1:  77%|███████▋  | 25975/33666 [15:51<04:41, 27.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▊         | 726/8416 [00:05<01:01, 124.16it/s]
    Epoch 1:  77%|███████▋  | 25976/33666 [15:51<04:41, 27.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▊         | 727/8416 [00:05<01:01, 124.15it/s]
    Epoch 1:  77%|███████▋  | 25977/33666 [15:51<04:41, 27.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▊         | 728/8416 [00:05<01:01, 124.15it/s]
    Epoch 1:  77%|███████▋  | 25978/33666 [15:51<04:41, 27.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▊         | 729/8416 [00:05<01:01, 124.16it/s]
    Epoch 1:  77%|███████▋  | 25979/33666 [15:51<04:41, 27.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▊         | 730/8416 [00:05<01:01, 124.16it/s]
    Epoch 1:  77%|███████▋  | 25980/33666 [15:51<04:41, 27.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▊         | 731/8416 [00:05<01:01, 124.16it/s]
    Epoch 1:  77%|███████▋  | 25981/33666 [15:51<04:41, 27.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▊         | 732/8416 [00:05<01:01, 124.17it/s]
    Epoch 1:  77%|███████▋  | 25982/33666 [15:51<04:41, 27.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▊         | 733/8416 [00:05<01:01, 124.17it/s]
    Epoch 1:  77%|███████▋  | 25983/33666 [15:51<04:41, 27.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▊         | 734/8416 [00:05<01:01, 124.18it/s]
    Epoch 1:  77%|███████▋  | 25984/33666 [15:51<04:41, 27.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▊         | 735/8416 [00:05<01:01, 124.18it/s]
    Epoch 1:  77%|███████▋  | 25985/33666 [15:51<04:41, 27.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▊         | 736/8416 [00:05<01:01, 124.18it/s]
    Epoch 1:  77%|███████▋  | 25986/33666 [15:51<04:41, 27.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 737/8416 [00:05<01:01, 124.19it/s]
    Epoch 1:  77%|███████▋  | 25987/33666 [15:51<04:41, 27.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 738/8416 [00:05<01:01, 124.19it/s]
    Epoch 1:  77%|███████▋  | 25988/33666 [15:51<04:41, 27.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 739/8416 [00:05<01:01, 124.20it/s]
    Epoch 1:  77%|███████▋  | 25989/33666 [15:51<04:41, 27.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 740/8416 [00:05<01:01, 124.20it/s]
    Epoch 1:  77%|███████▋  | 25990/33666 [15:51<04:41, 27.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 741/8416 [00:05<01:01, 124.20it/s]
    Epoch 1:  77%|███████▋  | 25991/33666 [15:51<04:41, 27.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 742/8416 [00:05<01:01, 124.20it/s]
    Epoch 1:  77%|███████▋  | 25992/33666 [15:51<04:41, 27.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 743/8416 [00:05<01:01, 124.21it/s]
    Epoch 1:  77%|███████▋  | 25993/33666 [15:51<04:40, 27.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 744/8416 [00:05<01:01, 124.21it/s]
    Epoch 1:  77%|███████▋  | 25994/33666 [15:51<04:40, 27.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 745/8416 [00:05<01:01, 124.22it/s]
    Epoch 1:  77%|███████▋  | 25995/33666 [15:51<04:40, 27.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 746/8416 [00:06<01:01, 124.22it/s]
    Epoch 1:  77%|███████▋  | 25996/33666 [15:51<04:40, 27.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 747/8416 [00:06<01:01, 124.22it/s]
    Epoch 1:  77%|███████▋  | 25997/33666 [15:51<04:40, 27.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 748/8416 [00:06<01:01, 124.23it/s]
    Epoch 1:  77%|███████▋  | 25998/33666 [15:51<04:40, 27.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 749/8416 [00:06<01:01, 124.23it/s]
    Epoch 1:  77%|███████▋  | 25999/33666 [15:51<04:40, 27.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 750/8416 [00:06<01:01, 124.23it/s]
    Epoch 1:  77%|███████▋  | 26000/33666 [15:51<04:40, 27.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 751/8416 [00:06<01:01, 124.24it/s]
    Epoch 1:  77%|███████▋  | 26001/33666 [15:51<04:40, 27.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 752/8416 [00:06<01:01, 124.24it/s]
    Epoch 1:  77%|███████▋  | 26002/33666 [15:51<04:40, 27.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 753/8416 [00:06<01:01, 124.25it/s]
    Epoch 1:  77%|███████▋  | 26003/33666 [15:51<04:40, 27.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 754/8416 [00:06<01:01, 124.25it/s]
    Epoch 1:  77%|███████▋  | 26004/33666 [15:51<04:40, 27.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 755/8416 [00:06<01:01, 124.25it/s]
    Epoch 1:  77%|███████▋  | 26005/33666 [15:51<04:40, 27.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 756/8416 [00:06<01:01, 124.25it/s]
    Epoch 1:  77%|███████▋  | 26006/33666 [15:51<04:40, 27.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 757/8416 [00:06<01:01, 124.26it/s]
    Epoch 1:  77%|███████▋  | 26007/33666 [15:51<04:40, 27.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 758/8416 [00:06<01:01, 124.26it/s]
    Epoch 1:  77%|███████▋  | 26008/33666 [15:51<04:40, 27.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 759/8416 [00:06<01:01, 124.26it/s]
    Epoch 1:  77%|███████▋  | 26009/33666 [15:51<04:40, 27.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 760/8416 [00:06<01:01, 124.27it/s]
    Epoch 1:  77%|███████▋  | 26010/33666 [15:51<04:40, 27.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 761/8416 [00:06<01:01, 124.27it/s]
    Epoch 1:  77%|███████▋  | 26011/33666 [15:51<04:40, 27.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 762/8416 [00:06<01:01, 124.27it/s]
    Epoch 1:  77%|███████▋  | 26012/33666 [15:51<04:40, 27.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 763/8416 [00:06<01:01, 124.28it/s]
    Epoch 1:  77%|███████▋  | 26013/33666 [15:51<04:40, 27.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 764/8416 [00:06<01:01, 124.28it/s]
    Epoch 1:  77%|███████▋  | 26014/33666 [15:51<04:40, 27.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 765/8416 [00:06<01:01, 124.28it/s]
    Epoch 1:  77%|███████▋  | 26015/33666 [15:51<04:39, 27.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 766/8416 [00:06<01:01, 124.29it/s]
    Epoch 1:  77%|███████▋  | 26016/33666 [15:52<04:39, 27.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 767/8416 [00:06<01:01, 124.29it/s]
    Epoch 1:  77%|███████▋  | 26017/33666 [15:52<04:39, 27.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 768/8416 [00:06<01:01, 124.30it/s]
    Epoch 1:  77%|███████▋  | 26018/33666 [15:52<04:39, 27.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 769/8416 [00:06<01:01, 124.30it/s]
    Epoch 1:  77%|███████▋  | 26019/33666 [15:52<04:39, 27.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 770/8416 [00:06<01:01, 124.30it/s]
    Epoch 1:  77%|███████▋  | 26020/33666 [15:52<04:39, 27.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 771/8416 [00:06<01:01, 124.31it/s]
    Epoch 1:  77%|███████▋  | 26021/33666 [15:52<04:39, 27.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 772/8416 [00:06<01:01, 124.29it/s]
    Epoch 1:  77%|███████▋  | 26022/33666 [15:52<04:39, 27.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 773/8416 [00:06<01:01, 124.30it/s]
    Epoch 1:  77%|███████▋  | 26023/33666 [15:52<04:39, 27.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 774/8416 [00:06<01:01, 124.30it/s]
    Epoch 1:  77%|███████▋  | 26024/33666 [15:52<04:39, 27.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 775/8416 [00:06<01:01, 124.31it/s]
    Epoch 1:  77%|███████▋  | 26025/33666 [15:52<04:39, 27.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 776/8416 [00:06<01:01, 124.31it/s]
    Epoch 1:  77%|███████▋  | 26026/33666 [15:52<04:39, 27.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 777/8416 [00:06<01:01, 124.30it/s]
    Epoch 1:  77%|███████▋  | 26027/33666 [15:52<04:39, 27.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 778/8416 [00:06<01:01, 124.29it/s]
    Epoch 1:  77%|███████▋  | 26028/33666 [15:52<04:39, 27.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 779/8416 [00:06<01:01, 124.28it/s]
    Epoch 1:  77%|███████▋  | 26029/33666 [15:52<04:39, 27.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 780/8416 [00:06<01:01, 124.29it/s]
    Epoch 1:  77%|███████▋  | 26030/33666 [15:52<04:39, 27.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 781/8416 [00:06<01:01, 124.29it/s]
    Epoch 1:  77%|███████▋  | 26031/33666 [15:52<04:39, 27.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 782/8416 [00:06<01:01, 124.30it/s]
    Epoch 1:  77%|███████▋  | 26032/33666 [15:52<04:39, 27.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 783/8416 [00:06<01:01, 124.30it/s]
    Epoch 1:  77%|███████▋  | 26033/33666 [15:52<04:39, 27.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 784/8416 [00:06<01:01, 124.31it/s]
    Epoch 1:  77%|███████▋  | 26034/33666 [15:52<04:39, 27.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 785/8416 [00:06<01:01, 124.30it/s]
    Epoch 1:  77%|███████▋  | 26035/33666 [15:52<04:39, 27.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 786/8416 [00:06<01:01, 124.28it/s]
    Epoch 1:  77%|███████▋  | 26036/33666 [15:52<04:39, 27.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 787/8416 [00:06<01:01, 124.28it/s]
    Epoch 1:  77%|███████▋  | 26037/33666 [15:52<04:38, 27.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 788/8416 [00:06<01:01, 124.27it/s]
    Epoch 1:  77%|███████▋  | 26038/33666 [15:52<04:38, 27.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 789/8416 [00:06<01:01, 124.28it/s]
    Epoch 1:  77%|███████▋  | 26039/33666 [15:52<04:38, 27.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 790/8416 [00:06<01:01, 124.28it/s]
    Epoch 1:  77%|███████▋  | 26040/33666 [15:52<04:38, 27.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 791/8416 [00:06<01:01, 124.29it/s]
    Epoch 1:  77%|███████▋  | 26041/33666 [15:52<04:38, 27.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 792/8416 [00:06<01:01, 124.29it/s]
    Epoch 1:  77%|███████▋  | 26042/33666 [15:52<04:38, 27.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 793/8416 [00:06<01:01, 124.30it/s]
    Epoch 1:  77%|███████▋  | 26043/33666 [15:52<04:38, 27.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 794/8416 [00:06<01:01, 124.30it/s]
    Epoch 1:  77%|███████▋  | 26044/33666 [15:52<04:38, 27.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 795/8416 [00:06<01:01, 124.30it/s]
    Epoch 1:  77%|███████▋  | 26045/33666 [15:52<04:38, 27.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 796/8416 [00:06<01:01, 124.31it/s]
    Epoch 1:  77%|███████▋  | 26046/33666 [15:52<04:38, 27.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 797/8416 [00:06<01:01, 124.31it/s]
    Epoch 1:  77%|███████▋  | 26047/33666 [15:52<04:38, 27.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 798/8416 [00:06<01:01, 124.32it/s]
    Epoch 1:  77%|███████▋  | 26048/33666 [15:52<04:38, 27.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:   9%|▉         | 799/8416 [00:06<01:01, 124.32it/s]
    Epoch 1:  77%|███████▋  | 26049/33666 [15:52<04:38, 27.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|▉         | 800/8416 [00:06<01:01, 124.32it/s]
    Epoch 1:  77%|███████▋  | 26050/33666 [15:52<04:38, 27.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|▉         | 801/8416 [00:06<01:01, 124.33it/s]
    Epoch 1:  77%|███████▋  | 26051/33666 [15:52<04:38, 27.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|▉         | 802/8416 [00:06<01:01, 124.33it/s]
    Epoch 1:  77%|███████▋  | 26052/33666 [15:52<04:38, 27.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|▉         | 803/8416 [00:06<01:01, 124.31it/s]
    Epoch 1:  77%|███████▋  | 26053/33666 [15:52<04:38, 27.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|▉         | 804/8416 [00:06<01:01, 124.21it/s]
    Epoch 1:  77%|███████▋  | 26054/33666 [15:52<04:38, 27.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|▉         | 805/8416 [00:06<01:01, 124.21it/s]
    Epoch 1:  77%|███████▋  | 26055/33666 [15:52<04:38, 27.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|▉         | 806/8416 [00:06<01:01, 124.22it/s]
    Epoch 1:  77%|███████▋  | 26056/33666 [15:52<04:38, 27.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|▉         | 807/8416 [00:06<01:01, 124.22it/s]
    Epoch 1:  77%|███████▋  | 26057/33666 [15:52<04:38, 27.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|▉         | 808/8416 [00:06<01:01, 124.22it/s]
    Epoch 1:  77%|███████▋  | 26058/33666 [15:52<04:38, 27.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|▉         | 809/8416 [00:06<01:01, 124.22it/s]
    Epoch 1:  77%|███████▋  | 26059/33666 [15:52<04:38, 27.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|▉         | 810/8416 [00:06<01:01, 124.22it/s]
    Epoch 1:  77%|███████▋  | 26060/33666 [15:52<04:37, 27.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|▉         | 811/8416 [00:06<01:01, 124.21it/s]
    Epoch 1:  77%|███████▋  | 26061/33666 [15:52<04:37, 27.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|▉         | 812/8416 [00:06<01:01, 124.21it/s]
    Epoch 1:  77%|███████▋  | 26062/33666 [15:52<04:37, 27.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|▉         | 813/8416 [00:06<01:01, 124.21it/s]
    Epoch 1:  77%|███████▋  | 26063/33666 [15:52<04:37, 27.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|▉         | 814/8416 [00:06<01:01, 124.21it/s]
    Epoch 1:  77%|███████▋  | 26064/33666 [15:52<04:37, 27.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|▉         | 815/8416 [00:06<01:01, 124.21it/s]
    Epoch 1:  77%|███████▋  | 26065/33666 [15:52<04:37, 27.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|▉         | 816/8416 [00:06<01:01, 124.20it/s]
    Epoch 1:  77%|███████▋  | 26066/33666 [15:52<04:37, 27.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|▉         | 817/8416 [00:06<01:01, 124.21it/s]
    Epoch 1:  77%|███████▋  | 26067/33666 [15:52<04:37, 27.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|▉         | 818/8416 [00:06<01:01, 124.21it/s]
    Epoch 1:  77%|███████▋  | 26068/33666 [15:52<04:37, 27.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|▉         | 819/8416 [00:06<01:01, 124.22it/s]
    Epoch 1:  77%|███████▋  | 26069/33666 [15:52<04:37, 27.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|▉         | 820/8416 [00:06<01:01, 124.22it/s]
    Epoch 1:  77%|███████▋  | 26070/33666 [15:52<04:37, 27.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|▉         | 821/8416 [00:06<01:01, 124.22it/s]
    Epoch 1:  77%|███████▋  | 26071/33666 [15:52<04:37, 27.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|▉         | 822/8416 [00:06<01:01, 124.23it/s]
    Epoch 1:  77%|███████▋  | 26072/33666 [15:52<04:37, 27.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|▉         | 823/8416 [00:06<01:01, 124.22it/s]
    Epoch 1:  77%|███████▋  | 26073/33666 [15:52<04:37, 27.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|▉         | 824/8416 [00:06<01:01, 124.22it/s]
    Epoch 1:  77%|███████▋  | 26074/33666 [15:52<04:37, 27.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|▉         | 825/8416 [00:06<01:01, 124.22it/s]
    Epoch 1:  77%|███████▋  | 26075/33666 [15:52<04:37, 27.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|▉         | 826/8416 [00:06<01:01, 124.22it/s]
    Epoch 1:  77%|███████▋  | 26076/33666 [15:52<04:37, 27.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|▉         | 827/8416 [00:06<01:01, 124.22it/s]
    Epoch 1:  77%|███████▋  | 26077/33666 [15:52<04:37, 27.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|▉         | 828/8416 [00:06<01:01, 124.22it/s]
    Epoch 1:  77%|███████▋  | 26078/33666 [15:52<04:37, 27.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|▉         | 829/8416 [00:06<01:01, 124.23it/s]
    Epoch 1:  77%|███████▋  | 26079/33666 [15:52<04:37, 27.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|▉         | 830/8416 [00:06<01:01, 124.23it/s]
    Epoch 1:  77%|███████▋  | 26080/33666 [15:52<04:37, 27.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|▉         | 831/8416 [00:06<01:01, 124.24it/s]
    Epoch 1:  77%|███████▋  | 26081/33666 [15:52<04:37, 27.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|▉         | 832/8416 [00:06<01:01, 124.24it/s]
    Epoch 1:  77%|███████▋  | 26082/33666 [15:52<04:36, 27.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|▉         | 833/8416 [00:06<01:01, 124.24it/s]
    Epoch 1:  77%|███████▋  | 26083/33666 [15:52<04:36, 27.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|▉         | 834/8416 [00:06<01:01, 124.25it/s]
    Epoch 1:  77%|███████▋  | 26084/33666 [15:52<04:36, 27.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|▉         | 835/8416 [00:06<01:01, 124.25it/s]
    Epoch 1:  77%|███████▋  | 26085/33666 [15:52<04:36, 27.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|▉         | 836/8416 [00:06<01:01, 124.24it/s]
    Epoch 1:  77%|███████▋  | 26086/33666 [15:52<04:36, 27.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|▉         | 837/8416 [00:06<01:01, 124.24it/s]
    Epoch 1:  77%|███████▋  | 26087/33666 [15:52<04:36, 27.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|▉         | 838/8416 [00:06<01:00, 124.25it/s]
    Epoch 1:  77%|███████▋  | 26088/33666 [15:52<04:36, 27.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|▉         | 839/8416 [00:06<01:00, 124.25it/s]
    Epoch 1:  77%|███████▋  | 26089/33666 [15:52<04:36, 27.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|▉         | 840/8416 [00:06<01:00, 124.26it/s]
    Epoch 1:  77%|███████▋  | 26090/33666 [15:52<04:36, 27.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|▉         | 841/8416 [00:06<01:00, 124.26it/s]
    Epoch 1:  77%|███████▋  | 26091/33666 [15:52<04:36, 27.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|█         | 842/8416 [00:06<01:00, 124.27it/s]
    Epoch 1:  78%|███████▊  | 26092/33666 [15:52<04:36, 27.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|█         | 843/8416 [00:06<01:00, 124.27it/s]
    Epoch 1:  78%|███████▊  | 26093/33666 [15:52<04:36, 27.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|█         | 844/8416 [00:06<01:00, 124.27it/s]
    Epoch 1:  78%|███████▊  | 26094/33666 [15:52<04:36, 27.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|█         | 845/8416 [00:06<01:00, 124.28it/s]
    Epoch 1:  78%|███████▊  | 26095/33666 [15:52<04:36, 27.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|█         | 846/8416 [00:06<01:00, 124.28it/s]
    Epoch 1:  78%|███████▊  | 26096/33666 [15:52<04:36, 27.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|█         | 847/8416 [00:06<01:00, 124.29it/s]
    Epoch 1:  78%|███████▊  | 26097/33666 [15:52<04:36, 27.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|█         | 848/8416 [00:06<01:00, 124.29it/s]
    Epoch 1:  78%|███████▊  | 26098/33666 [15:52<04:36, 27.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|█         | 849/8416 [00:06<01:00, 124.30it/s]
    Epoch 1:  78%|███████▊  | 26099/33666 [15:52<04:36, 27.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|█         | 850/8416 [00:06<01:00, 124.30it/s]
    Epoch 1:  78%|███████▊  | 26100/33666 [15:52<04:36, 27.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|█         | 851/8416 [00:06<01:00, 124.30it/s]
    Epoch 1:  78%|███████▊  | 26101/33666 [15:52<04:36, 27.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|█         | 852/8416 [00:06<01:00, 124.31it/s]
    Epoch 1:  78%|███████▊  | 26102/33666 [15:52<04:36, 27.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|█         | 853/8416 [00:06<01:00, 124.31it/s]
    Epoch 1:  78%|███████▊  | 26103/33666 [15:52<04:36, 27.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|█         | 854/8416 [00:06<01:00, 124.32it/s]
    Epoch 1:  78%|███████▊  | 26104/33666 [15:52<04:35, 27.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|█         | 855/8416 [00:06<01:00, 124.32it/s]
    Epoch 1:  78%|███████▊  | 26105/33666 [15:52<04:35, 27.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|█         | 856/8416 [00:06<01:00, 124.33it/s]
    Epoch 1:  78%|███████▊  | 26106/33666 [15:52<04:35, 27.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|█         | 857/8416 [00:06<01:00, 124.33it/s]
    Epoch 1:  78%|███████▊  | 26107/33666 [15:52<04:35, 27.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|█         | 858/8416 [00:06<01:00, 124.34it/s]
    Epoch 1:  78%|███████▊  | 26108/33666 [15:52<04:35, 27.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|█         | 859/8416 [00:06<01:00, 124.34it/s]
    Epoch 1:  78%|███████▊  | 26109/33666 [15:52<04:35, 27.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|█         | 860/8416 [00:06<01:00, 124.34it/s]
    Epoch 1:  78%|███████▊  | 26110/33666 [15:52<04:35, 27.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|█         | 861/8416 [00:06<01:00, 124.35it/s]
    Epoch 1:  78%|███████▊  | 26111/33666 [15:52<04:35, 27.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|█         | 862/8416 [00:06<01:00, 124.35it/s]
    Epoch 1:  78%|███████▊  | 26112/33666 [15:52<04:35, 27.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|█         | 863/8416 [00:06<01:00, 124.36it/s]
    Epoch 1:  78%|███████▊  | 26113/33666 [15:52<04:35, 27.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|█         | 864/8416 [00:06<01:00, 124.35it/s]
    Epoch 1:  78%|███████▊  | 26114/33666 [15:52<04:35, 27.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|█         | 865/8416 [00:06<01:00, 124.35it/s]
    Epoch 1:  78%|███████▊  | 26115/33666 [15:52<04:35, 27.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|█         | 866/8416 [00:06<01:00, 124.35it/s]
    Epoch 1:  78%|███████▊  | 26116/33666 [15:52<04:35, 27.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|█         | 867/8416 [00:06<01:00, 124.35it/s]
    Epoch 1:  78%|███████▊  | 26117/33666 [15:52<04:35, 27.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|█         | 868/8416 [00:06<01:00, 124.35it/s]
    Epoch 1:  78%|███████▊  | 26118/33666 [15:52<04:35, 27.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|█         | 869/8416 [00:06<01:00, 124.35it/s]
    Epoch 1:  78%|███████▊  | 26119/33666 [15:52<04:35, 27.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|█         | 870/8416 [00:06<01:00, 124.36it/s]
    Epoch 1:  78%|███████▊  | 26120/33666 [15:52<04:35, 27.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|█         | 871/8416 [00:07<01:00, 124.36it/s]
    Epoch 1:  78%|███████▊  | 26121/33666 [15:52<04:35, 27.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|█         | 872/8416 [00:07<01:00, 124.36it/s]
    Epoch 1:  78%|███████▊  | 26122/33666 [15:52<04:35, 27.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|█         | 873/8416 [00:07<01:00, 124.36it/s]
    Epoch 1:  78%|███████▊  | 26123/33666 [15:52<04:35, 27.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|█         | 874/8416 [00:07<01:00, 124.36it/s]
    Epoch 1:  78%|███████▊  | 26124/33666 [15:52<04:35, 27.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|█         | 875/8416 [00:07<01:00, 124.35it/s]
    Epoch 1:  78%|███████▊  | 26125/33666 [15:52<04:35, 27.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|█         | 876/8416 [00:07<01:00, 124.36it/s]
    Epoch 1:  78%|███████▊  | 26126/33666 [15:52<04:35, 27.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|█         | 877/8416 [00:07<01:00, 124.36it/s]
    Epoch 1:  78%|███████▊  | 26127/33666 [15:52<04:34, 27.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|█         | 878/8416 [00:07<01:00, 124.36it/s]
    Epoch 1:  78%|███████▊  | 26128/33666 [15:52<04:34, 27.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|█         | 879/8416 [00:07<01:00, 124.36it/s]
    Epoch 1:  78%|███████▊  | 26129/33666 [15:52<04:34, 27.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|█         | 880/8416 [00:07<01:00, 124.36it/s]
    Epoch 1:  78%|███████▊  | 26130/33666 [15:52<04:34, 27.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|█         | 881/8416 [00:07<01:00, 124.36it/s]
    Epoch 1:  78%|███████▊  | 26131/33666 [15:52<04:34, 27.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|█         | 882/8416 [00:07<01:00, 124.36it/s]
    Epoch 1:  78%|███████▊  | 26132/33666 [15:52<04:34, 27.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  10%|█         | 883/8416 [00:07<01:00, 124.36it/s]
    Epoch 1:  78%|███████▊  | 26133/33666 [15:52<04:34, 27.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 884/8416 [00:07<01:00, 124.36it/s]
    Epoch 1:  78%|███████▊  | 26134/33666 [15:52<04:34, 27.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 885/8416 [00:07<01:00, 124.36it/s]
    Epoch 1:  78%|███████▊  | 26135/33666 [15:52<04:34, 27.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 886/8416 [00:07<01:00, 124.37it/s]
    Epoch 1:  78%|███████▊  | 26136/33666 [15:52<04:34, 27.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 887/8416 [00:07<01:00, 124.37it/s]
    Epoch 1:  78%|███████▊  | 26137/33666 [15:52<04:34, 27.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 888/8416 [00:07<01:00, 124.37it/s]
    Epoch 1:  78%|███████▊  | 26138/33666 [15:52<04:34, 27.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 889/8416 [00:07<01:00, 124.37it/s]
    Epoch 1:  78%|███████▊  | 26139/33666 [15:52<04:34, 27.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 890/8416 [00:07<01:00, 124.37it/s]
    Epoch 1:  78%|███████▊  | 26140/33666 [15:52<04:34, 27.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 891/8416 [00:07<01:00, 124.36it/s]
    Epoch 1:  78%|███████▊  | 26141/33666 [15:53<04:34, 27.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 892/8416 [00:07<01:00, 124.36it/s]
    Epoch 1:  78%|███████▊  | 26142/33666 [15:53<04:34, 27.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 893/8416 [00:07<01:00, 124.37it/s]
    Epoch 1:  78%|███████▊  | 26143/33666 [15:53<04:34, 27.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 894/8416 [00:07<01:00, 124.37it/s]
    Epoch 1:  78%|███████▊  | 26144/33666 [15:53<04:34, 27.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 895/8416 [00:07<01:00, 124.37it/s]
    Epoch 1:  78%|███████▊  | 26145/33666 [15:53<04:34, 27.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 896/8416 [00:07<01:00, 124.37it/s]
    Epoch 1:  78%|███████▊  | 26146/33666 [15:53<04:34, 27.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 897/8416 [00:07<01:00, 124.37it/s]
    Epoch 1:  78%|███████▊  | 26147/33666 [15:53<04:34, 27.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 898/8416 [00:07<01:00, 124.37it/s]
    Epoch 1:  78%|███████▊  | 26148/33666 [15:53<04:34, 27.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 899/8416 [00:07<01:00, 124.37it/s]
    Epoch 1:  78%|███████▊  | 26149/33666 [15:53<04:33, 27.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 900/8416 [00:07<01:00, 124.35it/s]
    Epoch 1:  78%|███████▊  | 26150/33666 [15:53<04:33, 27.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 901/8416 [00:07<01:00, 124.36it/s]
    Epoch 1:  78%|███████▊  | 26151/33666 [15:53<04:33, 27.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 902/8416 [00:07<01:00, 124.36it/s]
    Epoch 1:  78%|███████▊  | 26152/33666 [15:53<04:33, 27.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 903/8416 [00:07<01:00, 124.37it/s]
    Epoch 1:  78%|███████▊  | 26153/33666 [15:53<04:33, 27.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 904/8416 [00:07<01:00, 124.37it/s]
    Epoch 1:  78%|███████▊  | 26154/33666 [15:53<04:33, 27.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 905/8416 [00:07<01:00, 124.37it/s]
    Epoch 1:  78%|███████▊  | 26155/33666 [15:53<04:33, 27.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 906/8416 [00:07<01:00, 124.36it/s]
    Epoch 1:  78%|███████▊  | 26156/33666 [15:53<04:33, 27.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 907/8416 [00:07<01:00, 124.36it/s]
    Epoch 1:  78%|███████▊  | 26157/33666 [15:53<04:33, 27.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 908/8416 [00:07<01:00, 124.36it/s]
    Epoch 1:  78%|███████▊  | 26158/33666 [15:53<04:33, 27.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 909/8416 [00:07<01:00, 124.36it/s]
    Epoch 1:  78%|███████▊  | 26159/33666 [15:53<04:33, 27.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 910/8416 [00:07<01:00, 124.37it/s]
    Epoch 1:  78%|███████▊  | 26160/33666 [15:53<04:33, 27.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 911/8416 [00:07<01:00, 124.37it/s]
    Epoch 1:  78%|███████▊  | 26161/33666 [15:53<04:33, 27.45it/s, loss=3.71, v_num=0]

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    Epoch 1:  78%|███████▊  | 26162/33666 [15:53<04:33, 27.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 913/8416 [00:07<01:00, 124.38it/s]
    Epoch 1:  78%|███████▊  | 26163/33666 [15:53<04:33, 27.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 914/8416 [00:07<01:00, 124.38it/s]
    Epoch 1:  78%|███████▊  | 26164/33666 [15:53<04:33, 27.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 915/8416 [00:07<01:00, 124.38it/s]
    Epoch 1:  78%|███████▊  | 26165/33666 [15:53<04:33, 27.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 916/8416 [00:07<01:00, 124.39it/s]
    Epoch 1:  78%|███████▊  | 26166/33666 [15:53<04:33, 27.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 917/8416 [00:07<01:00, 124.39it/s]
    Epoch 1:  78%|███████▊  | 26167/33666 [15:53<04:33, 27.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 918/8416 [00:07<01:00, 124.40it/s]
    Epoch 1:  78%|███████▊  | 26168/33666 [15:53<04:33, 27.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 919/8416 [00:07<01:00, 124.40it/s]
    Epoch 1:  78%|███████▊  | 26169/33666 [15:53<04:33, 27.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 920/8416 [00:07<01:00, 124.40it/s]
    Epoch 1:  78%|███████▊  | 26170/33666 [15:53<04:33, 27.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 921/8416 [00:07<01:00, 124.41it/s]
    Epoch 1:  78%|███████▊  | 26171/33666 [15:53<04:32, 27.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 922/8416 [00:07<01:00, 124.41it/s]
    Epoch 1:  78%|███████▊  | 26172/33666 [15:53<04:32, 27.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 923/8416 [00:07<01:00, 124.41it/s]
    Epoch 1:  78%|███████▊  | 26173/33666 [15:53<04:32, 27.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 924/8416 [00:07<01:00, 124.39it/s]
    Epoch 1:  78%|███████▊  | 26174/33666 [15:53<04:32, 27.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 925/8416 [00:07<01:00, 124.38it/s]
    Epoch 1:  78%|███████▊  | 26175/33666 [15:53<04:32, 27.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 926/8416 [00:07<01:00, 124.38it/s]
    Epoch 1:  78%|███████▊  | 26176/33666 [15:53<04:32, 27.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 927/8416 [00:07<01:00, 124.38it/s]
    Epoch 1:  78%|███████▊  | 26177/33666 [15:53<04:32, 27.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 928/8416 [00:07<01:00, 124.38it/s]
    Epoch 1:  78%|███████▊  | 26178/33666 [15:53<04:32, 27.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 929/8416 [00:07<01:00, 124.38it/s]
    Epoch 1:  78%|███████▊  | 26179/33666 [15:53<04:32, 27.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 930/8416 [00:07<01:00, 124.39it/s]
    Epoch 1:  78%|███████▊  | 26180/33666 [15:53<04:32, 27.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 931/8416 [00:07<01:00, 124.39it/s]
    Epoch 1:  78%|███████▊  | 26181/33666 [15:53<04:32, 27.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 932/8416 [00:07<01:00, 124.39it/s]
    Epoch 1:  78%|███████▊  | 26182/33666 [15:53<04:32, 27.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 933/8416 [00:07<01:00, 124.40it/s]
    Epoch 1:  78%|███████▊  | 26183/33666 [15:53<04:32, 27.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 934/8416 [00:07<01:00, 124.40it/s]
    Epoch 1:  78%|███████▊  | 26184/33666 [15:53<04:32, 27.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 935/8416 [00:07<01:00, 124.41it/s]
    Epoch 1:  78%|███████▊  | 26185/33666 [15:53<04:32, 27.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 936/8416 [00:07<01:00, 124.41it/s]
    Epoch 1:  78%|███████▊  | 26186/33666 [15:53<04:32, 27.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 937/8416 [00:07<01:00, 124.41it/s]
    Epoch 1:  78%|███████▊  | 26187/33666 [15:53<04:32, 27.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 938/8416 [00:07<01:00, 124.42it/s]
    Epoch 1:  78%|███████▊  | 26188/33666 [15:53<04:32, 27.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 939/8416 [00:07<01:00, 124.42it/s]
    Epoch 1:  78%|███████▊  | 26189/33666 [15:53<04:32, 27.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 940/8416 [00:07<01:00, 124.42it/s]
    Epoch 1:  78%|███████▊  | 26190/33666 [15:53<04:32, 27.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 941/8416 [00:07<01:00, 124.43it/s]
    Epoch 1:  78%|███████▊  | 26191/33666 [15:53<04:32, 27.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 942/8416 [00:07<01:00, 124.43it/s]
    Epoch 1:  78%|███████▊  | 26192/33666 [15:53<04:32, 27.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 943/8416 [00:07<01:00, 124.43it/s]
    Epoch 1:  78%|███████▊  | 26193/33666 [15:53<04:32, 27.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 944/8416 [00:07<01:00, 124.44it/s]
    Epoch 1:  78%|███████▊  | 26194/33666 [15:53<04:31, 27.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 945/8416 [00:07<01:00, 124.44it/s]
    Epoch 1:  78%|███████▊  | 26195/33666 [15:53<04:31, 27.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█         | 946/8416 [00:07<01:00, 124.44it/s]
    Epoch 1:  78%|███████▊  | 26196/33666 [15:53<04:31, 27.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 947/8416 [00:07<01:00, 124.45it/s]
    Epoch 1:  78%|███████▊  | 26197/33666 [15:53<04:31, 27.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 948/8416 [00:07<01:00, 124.45it/s]
    Epoch 1:  78%|███████▊  | 26198/33666 [15:53<04:31, 27.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 949/8416 [00:07<00:59, 124.45it/s]
    Epoch 1:  78%|███████▊  | 26199/33666 [15:53<04:31, 27.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 950/8416 [00:07<00:59, 124.46it/s]
    Epoch 1:  78%|███████▊  | 26200/33666 [15:53<04:31, 27.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 951/8416 [00:07<00:59, 124.46it/s]
    Epoch 1:  78%|███████▊  | 26201/33666 [15:53<04:31, 27.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 952/8416 [00:07<01:00, 124.39it/s]
    Epoch 1:  78%|███████▊  | 26202/33666 [15:53<04:31, 27.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 953/8416 [00:07<01:00, 124.35it/s]
    Epoch 1:  78%|███████▊  | 26203/33666 [15:53<04:31, 27.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 954/8416 [00:07<01:00, 124.35it/s]
    Epoch 1:  78%|███████▊  | 26204/33666 [15:53<04:31, 27.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 955/8416 [00:07<00:59, 124.35it/s]
    Epoch 1:  78%|███████▊  | 26205/33666 [15:53<04:31, 27.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 956/8416 [00:07<00:59, 124.35it/s]
    Epoch 1:  78%|███████▊  | 26206/33666 [15:53<04:31, 27.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 957/8416 [00:07<00:59, 124.36it/s]
    Epoch 1:  78%|███████▊  | 26207/33666 [15:53<04:31, 27.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 958/8416 [00:07<00:59, 124.36it/s]
    Epoch 1:  78%|███████▊  | 26208/33666 [15:53<04:31, 27.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 959/8416 [00:07<00:59, 124.36it/s]
    Epoch 1:  78%|███████▊  | 26209/33666 [15:53<04:31, 27.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 960/8416 [00:07<00:59, 124.36it/s]
    Epoch 1:  78%|███████▊  | 26210/33666 [15:53<04:31, 27.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 961/8416 [00:07<00:59, 124.36it/s]
    Epoch 1:  78%|███████▊  | 26211/33666 [15:53<04:31, 27.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 962/8416 [00:07<00:59, 124.36it/s]
    Epoch 1:  78%|███████▊  | 26212/33666 [15:53<04:31, 27.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 963/8416 [00:07<00:59, 124.36it/s]
    Epoch 1:  78%|███████▊  | 26213/33666 [15:53<04:31, 27.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 964/8416 [00:07<00:59, 124.35it/s]
    Epoch 1:  78%|███████▊  | 26214/33666 [15:53<04:31, 27.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 965/8416 [00:07<00:59, 124.35it/s]
    Epoch 1:  78%|███████▊  | 26215/33666 [15:53<04:31, 27.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 966/8416 [00:07<00:59, 124.35it/s]
    Epoch 1:  78%|███████▊  | 26216/33666 [15:53<04:30, 27.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 967/8416 [00:07<00:59, 124.36it/s]
    Epoch 1:  78%|███████▊  | 26217/33666 [15:53<04:30, 27.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 968/8416 [00:07<00:59, 124.36it/s]
    Epoch 1:  78%|███████▊  | 26218/33666 [15:53<04:30, 27.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 969/8416 [00:07<00:59, 124.36it/s]
    Epoch 1:  78%|███████▊  | 26219/33666 [15:53<04:30, 27.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 970/8416 [00:07<00:59, 124.37it/s]
    Epoch 1:  78%|███████▊  | 26220/33666 [15:53<04:30, 27.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 971/8416 [00:07<00:59, 124.37it/s]
    Epoch 1:  78%|███████▊  | 26221/33666 [15:53<04:30, 27.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 972/8416 [00:07<00:59, 124.37it/s]
    Epoch 1:  78%|███████▊  | 26222/33666 [15:53<04:30, 27.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 973/8416 [00:07<00:59, 124.38it/s]
    Epoch 1:  78%|███████▊  | 26223/33666 [15:53<04:30, 27.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 974/8416 [00:07<00:59, 124.38it/s]
    Epoch 1:  78%|███████▊  | 26224/33666 [15:53<04:30, 27.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 975/8416 [00:07<00:59, 124.38it/s]
    Epoch 1:  78%|███████▊  | 26225/33666 [15:53<04:30, 27.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 976/8416 [00:07<00:59, 124.39it/s]
    Epoch 1:  78%|███████▊  | 26226/33666 [15:53<04:30, 27.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 977/8416 [00:07<00:59, 124.39it/s]
    Epoch 1:  78%|███████▊  | 26227/33666 [15:53<04:30, 27.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 978/8416 [00:07<00:59, 124.39it/s]
    Epoch 1:  78%|███████▊  | 26228/33666 [15:53<04:30, 27.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 979/8416 [00:07<00:59, 124.40it/s]
    Epoch 1:  78%|███████▊  | 26229/33666 [15:53<04:30, 27.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 980/8416 [00:07<00:59, 124.40it/s]
    Epoch 1:  78%|███████▊  | 26230/33666 [15:53<04:30, 27.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 981/8416 [00:07<00:59, 124.40it/s]
    Epoch 1:  78%|███████▊  | 26231/33666 [15:53<04:30, 27.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 982/8416 [00:07<00:59, 124.41it/s]
    Epoch 1:  78%|███████▊  | 26232/33666 [15:53<04:30, 27.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 983/8416 [00:07<00:59, 124.41it/s]
    Epoch 1:  78%|███████▊  | 26233/33666 [15:53<04:30, 27.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 984/8416 [00:07<00:59, 124.41it/s]
    Epoch 1:  78%|███████▊  | 26234/33666 [15:53<04:30, 27.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 985/8416 [00:07<00:59, 124.41it/s]
    Epoch 1:  78%|███████▊  | 26235/33666 [15:53<04:30, 27.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 986/8416 [00:07<00:59, 124.41it/s]
    Epoch 1:  78%|███████▊  | 26236/33666 [15:53<04:30, 27.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 987/8416 [00:07<00:59, 124.42it/s]
    Epoch 1:  78%|███████▊  | 26237/33666 [15:53<04:30, 27.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 988/8416 [00:07<00:59, 124.42it/s]
    Epoch 1:  78%|███████▊  | 26238/33666 [15:53<04:30, 27.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 989/8416 [00:07<00:59, 124.42it/s]
    Epoch 1:  78%|███████▊  | 26239/33666 [15:53<04:29, 27.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 990/8416 [00:07<00:59, 124.42it/s]
    Epoch 1:  78%|███████▊  | 26240/33666 [15:53<04:29, 27.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 991/8416 [00:07<00:59, 124.43it/s]
    Epoch 1:  78%|███████▊  | 26241/33666 [15:53<04:29, 27.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 992/8416 [00:07<00:59, 124.43it/s]
    Epoch 1:  78%|███████▊  | 26242/33666 [15:53<04:29, 27.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 993/8416 [00:07<00:59, 124.43it/s]
    Epoch 1:  78%|███████▊  | 26243/33666 [15:53<04:29, 27.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 994/8416 [00:07<00:59, 124.44it/s]
    Epoch 1:  78%|███████▊  | 26244/33666 [15:53<04:29, 27.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 995/8416 [00:07<00:59, 124.44it/s]
    Epoch 1:  78%|███████▊  | 26245/33666 [15:53<04:29, 27.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 996/8416 [00:08<00:59, 124.44it/s]
    Epoch 1:  78%|███████▊  | 26246/33666 [15:53<04:29, 27.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 997/8416 [00:08<00:59, 124.44it/s]
    Epoch 1:  78%|███████▊  | 26247/33666 [15:53<04:29, 27.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 998/8416 [00:08<00:59, 124.45it/s]
    Epoch 1:  78%|███████▊  | 26248/33666 [15:53<04:29, 27.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 999/8416 [00:08<00:59, 124.45it/s]
    Epoch 1:  78%|███████▊  | 26249/33666 [15:53<04:29, 27.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1000/8416 [00:08<00:59, 124.45it/s]
    Epoch 1:  78%|███████▊  | 26250/33666 [15:53<04:29, 27.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1001/8416 [00:08<00:59, 124.45it/s]
    Epoch 1:  78%|███████▊  | 26251/33666 [15:53<04:29, 27.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1002/8416 [00:08<00:59, 124.46it/s]
    Epoch 1:  78%|███████▊  | 26252/33666 [15:53<04:29, 27.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1003/8416 [00:08<00:59, 124.46it/s]
    Epoch 1:  78%|███████▊  | 26253/33666 [15:53<04:29, 27.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1004/8416 [00:08<00:59, 124.46it/s]
    Epoch 1:  78%|███████▊  | 26254/33666 [15:53<04:29, 27.52it/s, loss=3.71, v_num=0]

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    Validation DataLoader 0:  12%|█▏        | 1008/8416 [00:08<00:59, 124.47it/s]
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    Validation DataLoader 0:  12%|█▏        | 1009/8416 [00:08<00:59, 124.47it/s]
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    Validation DataLoader 0:  12%|█▏        | 1014/8416 [00:08<00:59, 124.49it/s]
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    Validation DataLoader 0:  12%|█▏        | 1015/8416 [00:08<00:59, 124.49it/s]
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    Validation DataLoader 0:  12%|█▏        | 1017/8416 [00:08<00:59, 124.50it/s]
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    Validation DataLoader 0:  12%|█▏        | 1018/8416 [00:08<00:59, 124.50it/s]
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    Validation DataLoader 0:  12%|█▏        | 1024/8416 [00:08<00:59, 124.51it/s]
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    Validation DataLoader 0:  12%|█▏        | 1044/8416 [00:08<00:59, 124.56it/s]
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    Validation DataLoader 0:  12%|█▏        | 1045/8416 [00:08<00:59, 124.56it/s]
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    Validation DataLoader 0:  12%|█▏        | 1046/8416 [00:08<00:59, 124.56it/s]
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    Validation DataLoader 0:  12%|█▏        | 1047/8416 [00:08<00:59, 124.56it/s]
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    Validation DataLoader 0:  12%|█▏        | 1049/8416 [00:08<00:59, 124.57it/s]
    Epoch 1:  78%|███████▊  | 26299/33666 [15:54<04:27, 27.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1050/8416 [00:08<00:59, 124.57it/s]
    Epoch 1:  78%|███████▊  | 26300/33666 [15:54<04:27, 27.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1051/8416 [00:08<00:59, 124.58it/s]
    Epoch 1:  78%|███████▊  | 26301/33666 [15:54<04:27, 27.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  12%|█▎        | 1052/8416 [00:08<00:59, 124.58it/s]
    Epoch 1:  78%|███████▊  | 26302/33666 [15:54<04:27, 27.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1053/8416 [00:08<00:59, 124.58it/s]
    Epoch 1:  78%|███████▊  | 26303/33666 [15:54<04:27, 27.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1054/8416 [00:08<00:59, 124.50it/s]
    Epoch 1:  78%|███████▊  | 26304/33666 [15:54<04:27, 27.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1055/8416 [00:08<00:59, 124.49it/s]
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    Validation DataLoader 0:  13%|█▎        | 1056/8416 [00:08<00:59, 124.49it/s]
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    Validation DataLoader 0:  13%|█▎        | 1057/8416 [00:08<00:59, 124.49it/s]
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    Validation DataLoader 0:  13%|█▎        | 1058/8416 [00:08<00:59, 124.49it/s]
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    Validation DataLoader 0:  13%|█▎        | 1059/8416 [00:08<00:59, 124.48it/s]
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    Validation DataLoader 0:  13%|█▎        | 1060/8416 [00:08<00:59, 124.48it/s]
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    Validation DataLoader 0:  13%|█▎        | 1061/8416 [00:08<00:59, 124.48it/s]
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    Validation DataLoader 0:  13%|█▎        | 1062/8416 [00:08<00:59, 124.48it/s]
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    Validation DataLoader 0:  13%|█▎        | 1063/8416 [00:08<00:59, 124.48it/s]
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    Validation DataLoader 0:  13%|█▎        | 1064/8416 [00:08<00:59, 124.48it/s]
    Epoch 1:  78%|███████▊  | 26314/33666 [15:54<04:26, 27.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1065/8416 [00:08<00:59, 124.48it/s]
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    Validation DataLoader 0:  13%|█▎        | 1066/8416 [00:08<00:59, 124.48it/s]
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    Validation DataLoader 0:  13%|█▎        | 1067/8416 [00:08<00:59, 124.49it/s]
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    Validation DataLoader 0:  13%|█▎        | 1068/8416 [00:08<00:59, 124.49it/s]
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    Validation DataLoader 0:  13%|█▎        | 1069/8416 [00:08<00:59, 124.49it/s]
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    Validation DataLoader 0:  13%|█▎        | 1071/8416 [00:08<00:58, 124.50it/s]
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    Validation DataLoader 0:  13%|█▎        | 1072/8416 [00:08<00:58, 124.50it/s]
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    Validation DataLoader 0:  13%|█▎        | 1073/8416 [00:08<00:58, 124.50it/s]
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    Validation DataLoader 0:  13%|█▎        | 1074/8416 [00:08<00:58, 124.51it/s]
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    Validation DataLoader 0:  13%|█▎        | 1077/8416 [00:08<00:58, 124.45it/s]
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    Validation DataLoader 0:  13%|█▎        | 1078/8416 [00:08<00:58, 124.45it/s]
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    Validation DataLoader 0:  13%|█▎        | 1079/8416 [00:08<00:58, 124.45it/s]
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    Validation DataLoader 0:  13%|█▎        | 1080/8416 [00:08<00:58, 124.45it/s]
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    Validation DataLoader 0:  13%|█▎        | 1085/8416 [00:08<00:58, 124.47it/s]
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    Validation DataLoader 0:  13%|█▎        | 1095/8416 [00:08<00:58, 124.48it/s]
    Epoch 1:  78%|███████▊  | 26345/33666 [15:54<04:25, 27.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1096/8416 [00:08<00:58, 124.49it/s]
    Epoch 1:  78%|███████▊  | 26346/33666 [15:54<04:25, 27.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1097/8416 [00:08<00:58, 124.49it/s]
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    Validation DataLoader 0:  13%|█▎        | 1098/8416 [00:08<00:58, 124.49it/s]
    Epoch 1:  78%|███████▊  | 26348/33666 [15:54<04:25, 27.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1099/8416 [00:08<00:58, 124.50it/s]
    Epoch 1:  78%|███████▊  | 26349/33666 [15:54<04:25, 27.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1100/8416 [00:08<00:58, 124.50it/s]
    Epoch 1:  78%|███████▊  | 26350/33666 [15:54<04:25, 27.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1101/8416 [00:08<00:58, 124.50it/s]
    Epoch 1:  78%|███████▊  | 26351/33666 [15:54<04:25, 27.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1102/8416 [00:08<00:58, 124.50it/s]
    Epoch 1:  78%|███████▊  | 26352/33666 [15:54<04:24, 27.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1103/8416 [00:08<00:58, 124.51it/s]
    Epoch 1:  78%|███████▊  | 26353/33666 [15:54<04:24, 27.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1104/8416 [00:08<00:58, 124.51it/s]
    Epoch 1:  78%|███████▊  | 26354/33666 [15:54<04:24, 27.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1105/8416 [00:08<00:58, 124.51it/s]
    Epoch 1:  78%|███████▊  | 26355/33666 [15:54<04:24, 27.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1106/8416 [00:08<00:58, 124.52it/s]
    Epoch 1:  78%|███████▊  | 26356/33666 [15:54<04:24, 27.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1107/8416 [00:08<00:58, 124.52it/s]
    Epoch 1:  78%|███████▊  | 26357/33666 [15:54<04:24, 27.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1108/8416 [00:08<00:58, 124.52it/s]
    Epoch 1:  78%|███████▊  | 26358/33666 [15:54<04:24, 27.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1109/8416 [00:08<00:58, 124.52it/s]
    Epoch 1:  78%|███████▊  | 26359/33666 [15:54<04:24, 27.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1110/8416 [00:08<00:58, 124.53it/s]
    Epoch 1:  78%|███████▊  | 26360/33666 [15:54<04:24, 27.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1111/8416 [00:08<00:58, 124.53it/s]
    Epoch 1:  78%|███████▊  | 26361/33666 [15:54<04:24, 27.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1112/8416 [00:08<00:58, 124.53it/s]
    Epoch 1:  78%|███████▊  | 26362/33666 [15:54<04:24, 27.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1113/8416 [00:08<00:58, 124.54it/s]
    Epoch 1:  78%|███████▊  | 26363/33666 [15:54<04:24, 27.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1114/8416 [00:08<00:58, 124.54it/s]
    Epoch 1:  78%|███████▊  | 26364/33666 [15:54<04:24, 27.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1115/8416 [00:08<00:58, 124.54it/s]
    Epoch 1:  78%|███████▊  | 26365/33666 [15:54<04:24, 27.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1116/8416 [00:08<00:58, 124.54it/s]
    Epoch 1:  78%|███████▊  | 26366/33666 [15:54<04:24, 27.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1117/8416 [00:08<00:58, 124.54it/s]
    Epoch 1:  78%|███████▊  | 26367/33666 [15:54<04:24, 27.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1118/8416 [00:08<00:58, 124.54it/s]
    Epoch 1:  78%|███████▊  | 26368/33666 [15:54<04:24, 27.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1119/8416 [00:08<00:58, 124.54it/s]
    Epoch 1:  78%|███████▊  | 26369/33666 [15:54<04:24, 27.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1120/8416 [00:08<00:58, 124.54it/s]
    Epoch 1:  78%|███████▊  | 26370/33666 [15:54<04:24, 27.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1121/8416 [00:09<00:58, 124.54it/s]
    Epoch 1:  78%|███████▊  | 26371/33666 [15:54<04:24, 27.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1122/8416 [00:09<00:58, 124.54it/s]
    Epoch 1:  78%|███████▊  | 26372/33666 [15:54<04:24, 27.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1123/8416 [00:09<00:58, 124.54it/s]
    Epoch 1:  78%|███████▊  | 26373/33666 [15:54<04:24, 27.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1124/8416 [00:09<00:58, 124.54it/s]
    Epoch 1:  78%|███████▊  | 26374/33666 [15:54<04:24, 27.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1125/8416 [00:09<00:58, 124.55it/s]
    Epoch 1:  78%|███████▊  | 26375/33666 [15:54<04:23, 27.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1126/8416 [00:09<00:58, 124.47it/s]
    Epoch 1:  78%|███████▊  | 26376/33666 [15:54<04:23, 27.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1127/8416 [00:09<00:58, 124.47it/s]
    Epoch 1:  78%|███████▊  | 26377/33666 [15:54<04:23, 27.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1128/8416 [00:09<00:58, 124.48it/s]
    Epoch 1:  78%|███████▊  | 26378/33666 [15:54<04:23, 27.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1129/8416 [00:09<00:58, 124.48it/s]
    Epoch 1:  78%|███████▊  | 26379/33666 [15:54<04:23, 27.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1130/8416 [00:09<00:58, 124.48it/s]
    Epoch 1:  78%|███████▊  | 26380/33666 [15:54<04:23, 27.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1131/8416 [00:09<00:58, 124.48it/s]
    Epoch 1:  78%|███████▊  | 26381/33666 [15:54<04:23, 27.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1132/8416 [00:09<00:58, 124.49it/s]
    Epoch 1:  78%|███████▊  | 26382/33666 [15:54<04:23, 27.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1133/8416 [00:09<00:58, 124.49it/s]
    Epoch 1:  78%|███████▊  | 26383/33666 [15:54<04:23, 27.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1134/8416 [00:09<00:58, 124.49it/s]
    Epoch 1:  78%|███████▊  | 26384/33666 [15:54<04:23, 27.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1135/8416 [00:09<00:58, 124.50it/s]
    Epoch 1:  78%|███████▊  | 26385/33666 [15:54<04:23, 27.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1136/8416 [00:09<00:58, 124.50it/s]
    Epoch 1:  78%|███████▊  | 26386/33666 [15:54<04:23, 27.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1137/8416 [00:09<00:58, 124.50it/s]
    Epoch 1:  78%|███████▊  | 26387/33666 [15:54<04:23, 27.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1138/8416 [00:09<00:58, 124.50it/s]
    Epoch 1:  78%|███████▊  | 26388/33666 [15:54<04:23, 27.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1139/8416 [00:09<00:58, 124.51it/s]
    Epoch 1:  78%|███████▊  | 26389/33666 [15:54<04:23, 27.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1140/8416 [00:09<00:58, 124.51it/s]
    Epoch 1:  78%|███████▊  | 26390/33666 [15:54<04:23, 27.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1141/8416 [00:09<00:58, 124.51it/s]
    Epoch 1:  78%|███████▊  | 26391/33666 [15:55<04:23, 27.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1142/8416 [00:09<00:58, 124.52it/s]
    Epoch 1:  78%|███████▊  | 26392/33666 [15:55<04:23, 27.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1143/8416 [00:09<00:58, 124.52it/s]
    Epoch 1:  78%|███████▊  | 26393/33666 [15:55<04:23, 27.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1144/8416 [00:09<00:58, 124.52it/s]
    Epoch 1:  78%|███████▊  | 26394/33666 [15:55<04:23, 27.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1145/8416 [00:09<00:58, 124.52it/s]
    Epoch 1:  78%|███████▊  | 26395/33666 [15:55<04:23, 27.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1146/8416 [00:09<00:58, 124.53it/s]
    Epoch 1:  78%|███████▊  | 26396/33666 [15:55<04:23, 27.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1147/8416 [00:09<00:58, 124.53it/s]
    Epoch 1:  78%|███████▊  | 26397/33666 [15:55<04:22, 27.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1148/8416 [00:09<00:58, 124.53it/s]
    Epoch 1:  78%|███████▊  | 26398/33666 [15:55<04:22, 27.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1149/8416 [00:09<00:58, 124.53it/s]
    Epoch 1:  78%|███████▊  | 26399/33666 [15:55<04:22, 27.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1150/8416 [00:09<00:58, 124.54it/s]
    Epoch 1:  78%|███████▊  | 26400/33666 [15:55<04:22, 27.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1151/8416 [00:09<00:58, 124.54it/s]
    Epoch 1:  78%|███████▊  | 26401/33666 [15:55<04:22, 27.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1152/8416 [00:09<00:58, 124.54it/s]
    Epoch 1:  78%|███████▊  | 26402/33666 [15:55<04:22, 27.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1153/8416 [00:09<00:58, 124.55it/s]
    Epoch 1:  78%|███████▊  | 26403/33666 [15:55<04:22, 27.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1154/8416 [00:09<00:58, 124.48it/s]
    Epoch 1:  78%|███████▊  | 26404/33666 [15:55<04:22, 27.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1155/8416 [00:09<00:58, 124.48it/s]
    Epoch 1:  78%|███████▊  | 26405/33666 [15:55<04:22, 27.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1156/8416 [00:09<00:58, 124.47it/s]
    Epoch 1:  78%|███████▊  | 26406/33666 [15:55<04:22, 27.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1157/8416 [00:09<00:58, 124.47it/s]
    Epoch 1:  78%|███████▊  | 26407/33666 [15:55<04:22, 27.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1158/8416 [00:09<00:58, 124.48it/s]
    Epoch 1:  78%|███████▊  | 26408/33666 [15:55<04:22, 27.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1159/8416 [00:09<00:58, 124.48it/s]
    Epoch 1:  78%|███████▊  | 26409/33666 [15:55<04:22, 27.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1160/8416 [00:09<00:58, 124.48it/s]
    Epoch 1:  78%|███████▊  | 26410/33666 [15:55<04:22, 27.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1161/8416 [00:09<00:58, 124.48it/s]
    Epoch 1:  78%|███████▊  | 26411/33666 [15:55<04:22, 27.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1162/8416 [00:09<00:58, 124.49it/s]
    Epoch 1:  78%|███████▊  | 26412/33666 [15:55<04:22, 27.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1163/8416 [00:09<00:58, 124.49it/s]
    Epoch 1:  78%|███████▊  | 26413/33666 [15:55<04:22, 27.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1164/8416 [00:09<00:58, 124.49it/s]
    Epoch 1:  78%|███████▊  | 26414/33666 [15:55<04:22, 27.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1165/8416 [00:09<00:58, 124.49it/s]
    Epoch 1:  78%|███████▊  | 26415/33666 [15:55<04:22, 27.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1166/8416 [00:09<00:58, 124.50it/s]
    Epoch 1:  78%|███████▊  | 26416/33666 [15:55<04:22, 27.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1167/8416 [00:09<00:58, 124.50it/s]
    Epoch 1:  78%|███████▊  | 26417/33666 [15:55<04:22, 27.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1168/8416 [00:09<00:58, 124.50it/s]
    Epoch 1:  78%|███████▊  | 26418/33666 [15:55<04:22, 27.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1169/8416 [00:09<00:58, 124.50it/s]
    Epoch 1:  78%|███████▊  | 26419/33666 [15:55<04:22, 27.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1170/8416 [00:09<00:58, 124.51it/s]
    Epoch 1:  78%|███████▊  | 26420/33666 [15:55<04:21, 27.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1171/8416 [00:09<00:58, 124.51it/s]
    Epoch 1:  78%|███████▊  | 26421/33666 [15:55<04:21, 27.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1172/8416 [00:09<00:58, 124.51it/s]
    Epoch 1:  78%|███████▊  | 26422/33666 [15:55<04:21, 27.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1173/8416 [00:09<00:58, 124.51it/s]
    Epoch 1:  78%|███████▊  | 26423/33666 [15:55<04:21, 27.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1174/8416 [00:09<00:58, 124.52it/s]
    Epoch 1:  78%|███████▊  | 26424/33666 [15:55<04:21, 27.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1175/8416 [00:09<00:58, 124.52it/s]
    Epoch 1:  78%|███████▊  | 26425/33666 [15:55<04:21, 27.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1176/8416 [00:09<00:58, 124.52it/s]
    Epoch 1:  78%|███████▊  | 26426/33666 [15:55<04:21, 27.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1177/8416 [00:09<00:58, 124.52it/s]
    Epoch 1:  78%|███████▊  | 26427/33666 [15:55<04:21, 27.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1178/8416 [00:09<00:58, 124.52it/s]
    Epoch 1:  79%|███████▊  | 26428/33666 [15:55<04:21, 27.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1179/8416 [00:09<00:58, 124.53it/s]
    Epoch 1:  79%|███████▊  | 26429/33666 [15:55<04:21, 27.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1180/8416 [00:09<00:58, 124.53it/s]
    Epoch 1:  79%|███████▊  | 26430/33666 [15:55<04:21, 27.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1181/8416 [00:09<00:58, 124.53it/s]
    Epoch 1:  79%|███████▊  | 26431/33666 [15:55<04:21, 27.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1182/8416 [00:09<00:58, 124.53it/s]
    Epoch 1:  79%|███████▊  | 26432/33666 [15:55<04:21, 27.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1183/8416 [00:09<00:58, 124.53it/s]
    Epoch 1:  79%|███████▊  | 26433/33666 [15:55<04:21, 27.67it/s, loss=3.71, v_num=0]

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    Epoch 1:  79%|███████▉  | 26524/33666 [15:56<04:17, 27.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1275/8416 [00:10<00:57, 124.58it/s]
    Epoch 1:  79%|███████▉  | 26525/33666 [15:56<04:17, 27.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1276/8416 [00:10<00:57, 124.58it/s]
    Epoch 1:  79%|███████▉  | 26526/33666 [15:56<04:17, 27.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1277/8416 [00:10<00:57, 124.59it/s]
    Epoch 1:  79%|███████▉  | 26527/33666 [15:56<04:17, 27.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1278/8416 [00:10<00:57, 124.59it/s]
    Epoch 1:  79%|███████▉  | 26528/33666 [15:56<04:17, 27.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1279/8416 [00:10<00:57, 124.59it/s]
    Epoch 1:  79%|███████▉  | 26529/33666 [15:56<04:17, 27.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1280/8416 [00:10<00:57, 124.59it/s]
    Epoch 1:  79%|███████▉  | 26530/33666 [15:56<04:17, 27.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1281/8416 [00:10<00:57, 124.59it/s]
    Epoch 1:  79%|███████▉  | 26531/33666 [15:56<04:17, 27.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1282/8416 [00:10<00:57, 124.59it/s]
    Epoch 1:  79%|███████▉  | 26532/33666 [15:56<04:17, 27.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1283/8416 [00:10<00:57, 124.59it/s]
    Epoch 1:  79%|███████▉  | 26533/33666 [15:56<04:17, 27.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1284/8416 [00:10<00:57, 124.59it/s]
    Epoch 1:  79%|███████▉  | 26534/33666 [15:56<04:16, 27.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1285/8416 [00:10<00:57, 124.59it/s]
    Epoch 1:  79%|███████▉  | 26535/33666 [15:56<04:16, 27.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1286/8416 [00:10<00:57, 124.59it/s]
    Epoch 1:  79%|███████▉  | 26536/33666 [15:56<04:16, 27.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1287/8416 [00:10<00:57, 124.59it/s]
    Epoch 1:  79%|███████▉  | 26537/33666 [15:56<04:16, 27.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1288/8416 [00:10<00:57, 124.59it/s]
    Epoch 1:  79%|███████▉  | 26538/33666 [15:56<04:16, 27.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1289/8416 [00:10<00:57, 124.60it/s]
    Epoch 1:  79%|███████▉  | 26539/33666 [15:56<04:16, 27.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1290/8416 [00:10<00:57, 124.60it/s]
    Epoch 1:  79%|███████▉  | 26540/33666 [15:56<04:16, 27.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1291/8416 [00:10<00:57, 124.60it/s]
    Epoch 1:  79%|███████▉  | 26541/33666 [15:56<04:16, 27.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1292/8416 [00:10<00:57, 124.60it/s]
    Epoch 1:  79%|███████▉  | 26542/33666 [15:56<04:16, 27.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1293/8416 [00:10<00:57, 124.60it/s]
    Epoch 1:  79%|███████▉  | 26543/33666 [15:56<04:16, 27.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1294/8416 [00:10<00:57, 124.61it/s]
    Epoch 1:  79%|███████▉  | 26544/33666 [15:56<04:16, 27.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1295/8416 [00:10<00:57, 124.61it/s]
    Epoch 1:  79%|███████▉  | 26545/33666 [15:56<04:16, 27.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1296/8416 [00:10<00:57, 124.61it/s]
    Epoch 1:  79%|███████▉  | 26546/33666 [15:56<04:16, 27.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1297/8416 [00:10<00:57, 124.61it/s]
    Epoch 1:  79%|███████▉  | 26547/33666 [15:56<04:16, 27.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1298/8416 [00:10<00:57, 124.61it/s]
    Epoch 1:  79%|███████▉  | 26548/33666 [15:56<04:16, 27.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1299/8416 [00:10<00:57, 124.61it/s]
    Epoch 1:  79%|███████▉  | 26549/33666 [15:56<04:16, 27.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1300/8416 [00:10<00:57, 124.62it/s]
    Epoch 1:  79%|███████▉  | 26550/33666 [15:56<04:16, 27.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1301/8416 [00:10<00:57, 124.62it/s]
    Epoch 1:  79%|███████▉  | 26551/33666 [15:56<04:16, 27.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1302/8416 [00:10<00:57, 124.62it/s]
    Epoch 1:  79%|███████▉  | 26552/33666 [15:56<04:16, 27.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1303/8416 [00:10<00:57, 124.62it/s]
    Epoch 1:  79%|███████▉  | 26553/33666 [15:56<04:16, 27.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1304/8416 [00:10<00:57, 124.63it/s]
    Epoch 1:  79%|███████▉  | 26554/33666 [15:56<04:16, 27.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1305/8416 [00:10<00:57, 124.63it/s]
    Epoch 1:  79%|███████▉  | 26555/33666 [15:56<04:16, 27.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1306/8416 [00:10<00:57, 124.63it/s]
    Epoch 1:  79%|███████▉  | 26556/33666 [15:56<04:16, 27.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1307/8416 [00:10<00:57, 124.63it/s]
    Epoch 1:  79%|███████▉  | 26557/33666 [15:56<04:15, 27.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1308/8416 [00:10<00:57, 124.63it/s]
    Epoch 1:  79%|███████▉  | 26558/33666 [15:56<04:15, 27.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1309/8416 [00:10<00:57, 124.63it/s]
    Epoch 1:  79%|███████▉  | 26559/33666 [15:56<04:15, 27.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1310/8416 [00:10<00:57, 124.63it/s]
    Epoch 1:  79%|███████▉  | 26560/33666 [15:56<04:15, 27.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1311/8416 [00:10<00:57, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26561/33666 [15:56<04:15, 27.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1312/8416 [00:10<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26562/33666 [15:56<04:15, 27.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1313/8416 [00:10<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26563/33666 [15:56<04:15, 27.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1314/8416 [00:10<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26564/33666 [15:56<04:15, 27.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1315/8416 [00:10<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26565/33666 [15:56<04:15, 27.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1316/8416 [00:10<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26566/33666 [15:56<04:15, 27.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1317/8416 [00:10<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26567/33666 [15:56<04:15, 27.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1318/8416 [00:10<00:56, 124.65it/s]
    Epoch 1:  79%|███████▉  | 26568/33666 [15:56<04:15, 27.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1319/8416 [00:10<00:56, 124.65it/s]
    Epoch 1:  79%|███████▉  | 26569/33666 [15:56<04:15, 27.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1320/8416 [00:10<00:56, 124.65it/s]
    Epoch 1:  79%|███████▉  | 26570/33666 [15:56<04:15, 27.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1321/8416 [00:10<00:56, 124.65it/s]
    Epoch 1:  79%|███████▉  | 26571/33666 [15:56<04:15, 27.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1322/8416 [00:10<00:56, 124.65it/s]
    Epoch 1:  79%|███████▉  | 26572/33666 [15:56<04:15, 27.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1323/8416 [00:10<00:56, 124.65it/s]
    Epoch 1:  79%|███████▉  | 26573/33666 [15:56<04:15, 27.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1324/8416 [00:10<00:56, 124.65it/s]
    Epoch 1:  79%|███████▉  | 26574/33666 [15:56<04:15, 27.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1325/8416 [00:10<00:56, 124.66it/s]
    Epoch 1:  79%|███████▉  | 26575/33666 [15:56<04:15, 27.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1326/8416 [00:10<00:56, 124.66it/s]
    Epoch 1:  79%|███████▉  | 26576/33666 [15:56<04:15, 27.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1327/8416 [00:10<00:56, 124.66it/s]
    Epoch 1:  79%|███████▉  | 26577/33666 [15:56<04:15, 27.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1328/8416 [00:10<00:56, 124.66it/s]
    Epoch 1:  79%|███████▉  | 26578/33666 [15:56<04:15, 27.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1329/8416 [00:10<00:56, 124.66it/s]
    Epoch 1:  79%|███████▉  | 26579/33666 [15:56<04:15, 27.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1330/8416 [00:10<00:56, 124.66it/s]
    Epoch 1:  79%|███████▉  | 26580/33666 [15:56<04:14, 27.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1331/8416 [00:10<00:56, 124.67it/s]
    Epoch 1:  79%|███████▉  | 26581/33666 [15:56<04:14, 27.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1332/8416 [00:10<00:56, 124.67it/s]
    Epoch 1:  79%|███████▉  | 26582/33666 [15:56<04:14, 27.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1333/8416 [00:10<00:56, 124.67it/s]
    Epoch 1:  79%|███████▉  | 26583/33666 [15:56<04:14, 27.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1334/8416 [00:10<00:56, 124.67it/s]
    Epoch 1:  79%|███████▉  | 26584/33666 [15:56<04:14, 27.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1335/8416 [00:10<00:56, 124.67it/s]
    Epoch 1:  79%|███████▉  | 26585/33666 [15:56<04:14, 27.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1336/8416 [00:10<00:56, 124.67it/s]
    Epoch 1:  79%|███████▉  | 26586/33666 [15:56<04:14, 27.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1337/8416 [00:10<00:56, 124.67it/s]
    Epoch 1:  79%|███████▉  | 26587/33666 [15:56<04:14, 27.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1338/8416 [00:10<00:56, 124.68it/s]
    Epoch 1:  79%|███████▉  | 26588/33666 [15:56<04:14, 27.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1339/8416 [00:10<00:56, 124.68it/s]
    Epoch 1:  79%|███████▉  | 26589/33666 [15:56<04:14, 27.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1340/8416 [00:10<00:56, 124.68it/s]
    Epoch 1:  79%|███████▉  | 26590/33666 [15:56<04:14, 27.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1341/8416 [00:10<00:56, 124.68it/s]
    Epoch 1:  79%|███████▉  | 26591/33666 [15:56<04:14, 27.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1342/8416 [00:10<00:56, 124.68it/s]
    Epoch 1:  79%|███████▉  | 26592/33666 [15:56<04:14, 27.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1343/8416 [00:10<00:56, 124.68it/s]
    Epoch 1:  79%|███████▉  | 26593/33666 [15:56<04:14, 27.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1344/8416 [00:10<00:56, 124.68it/s]
    Epoch 1:  79%|███████▉  | 26594/33666 [15:56<04:14, 27.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1345/8416 [00:10<00:56, 124.68it/s]
    Epoch 1:  79%|███████▉  | 26595/33666 [15:56<04:14, 27.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1346/8416 [00:10<00:56, 124.69it/s]
    Epoch 1:  79%|███████▉  | 26596/33666 [15:56<04:14, 27.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1347/8416 [00:10<00:56, 124.69it/s]
    Epoch 1:  79%|███████▉  | 26597/33666 [15:56<04:14, 27.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1348/8416 [00:10<00:56, 124.68it/s]
    Epoch 1:  79%|███████▉  | 26598/33666 [15:56<04:14, 27.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1349/8416 [00:10<00:56, 124.68it/s]
    Epoch 1:  79%|███████▉  | 26599/33666 [15:56<04:14, 27.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1350/8416 [00:10<00:56, 124.68it/s]
    Epoch 1:  79%|███████▉  | 26600/33666 [15:56<04:14, 27.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1351/8416 [00:10<00:56, 124.68it/s]
    Epoch 1:  79%|███████▉  | 26601/33666 [15:56<04:14, 27.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1352/8416 [00:10<00:56, 124.69it/s]
    Epoch 1:  79%|███████▉  | 26602/33666 [15:56<04:14, 27.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1353/8416 [00:10<00:56, 124.69it/s]
    Epoch 1:  79%|███████▉  | 26603/33666 [15:56<04:13, 27.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1354/8416 [00:10<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26604/33666 [15:56<04:13, 27.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1355/8416 [00:10<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26605/33666 [15:56<04:13, 27.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1356/8416 [00:10<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26606/33666 [15:56<04:13, 27.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1357/8416 [00:10<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26607/33666 [15:56<04:13, 27.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1358/8416 [00:10<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26608/33666 [15:56<04:13, 27.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1359/8416 [00:10<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26609/33666 [15:56<04:13, 27.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1360/8416 [00:10<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26610/33666 [15:56<04:13, 27.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1361/8416 [00:10<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26611/33666 [15:56<04:13, 27.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1362/8416 [00:10<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26612/33666 [15:56<04:13, 27.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1363/8416 [00:10<00:56, 124.65it/s]
    Epoch 1:  79%|███████▉  | 26613/33666 [15:56<04:13, 27.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1364/8416 [00:10<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26614/33666 [15:56<04:13, 27.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1365/8416 [00:10<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26615/33666 [15:56<04:13, 27.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1366/8416 [00:10<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26616/33666 [15:56<04:13, 27.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1367/8416 [00:10<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26617/33666 [15:56<04:13, 27.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1368/8416 [00:10<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26618/33666 [15:56<04:13, 27.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1369/8416 [00:10<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26619/33666 [15:56<04:13, 27.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1370/8416 [00:10<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26620/33666 [15:56<04:13, 27.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1371/8416 [00:10<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26621/33666 [15:56<04:13, 27.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1372/8416 [00:11<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26622/33666 [15:56<04:13, 27.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1373/8416 [00:11<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26623/33666 [15:56<04:13, 27.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1374/8416 [00:11<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26624/33666 [15:56<04:13, 27.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1375/8416 [00:11<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26625/33666 [15:56<04:13, 27.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1376/8416 [00:11<00:56, 124.63it/s]
    Epoch 1:  79%|███████▉  | 26626/33666 [15:56<04:13, 27.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1377/8416 [00:11<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26627/33666 [15:56<04:12, 27.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1378/8416 [00:11<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26628/33666 [15:56<04:12, 27.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1379/8416 [00:11<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26629/33666 [15:56<04:12, 27.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1380/8416 [00:11<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26630/33666 [15:56<04:12, 27.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1381/8416 [00:11<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26631/33666 [15:56<04:12, 27.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1382/8416 [00:11<00:56, 124.63it/s]
    Epoch 1:  79%|███████▉  | 26632/33666 [15:56<04:12, 27.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1383/8416 [00:11<00:56, 124.63it/s]
    Epoch 1:  79%|███████▉  | 26633/33666 [15:56<04:12, 27.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1384/8416 [00:11<00:56, 124.63it/s]
    Epoch 1:  79%|███████▉  | 26634/33666 [15:56<04:12, 27.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1385/8416 [00:11<00:56, 124.63it/s]
    Epoch 1:  79%|███████▉  | 26635/33666 [15:56<04:12, 27.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1386/8416 [00:11<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26636/33666 [15:56<04:12, 27.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1387/8416 [00:11<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26637/33666 [15:56<04:12, 27.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1388/8416 [00:11<00:56, 124.63it/s]
    Epoch 1:  79%|███████▉  | 26638/33666 [15:56<04:12, 27.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1389/8416 [00:11<00:56, 124.63it/s]
    Epoch 1:  79%|███████▉  | 26639/33666 [15:56<04:12, 27.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1390/8416 [00:11<00:56, 124.63it/s]
    Epoch 1:  79%|███████▉  | 26640/33666 [15:56<04:12, 27.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1391/8416 [00:11<00:56, 124.63it/s]
    Epoch 1:  79%|███████▉  | 26641/33666 [15:56<04:12, 27.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1392/8416 [00:11<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26642/33666 [15:57<04:12, 27.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1393/8416 [00:11<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26643/33666 [15:57<04:12, 27.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1394/8416 [00:11<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26644/33666 [15:57<04:12, 27.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1395/8416 [00:11<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26645/33666 [15:57<04:12, 27.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1396/8416 [00:11<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26646/33666 [15:57<04:12, 27.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1397/8416 [00:11<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26647/33666 [15:57<04:12, 27.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1398/8416 [00:11<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26648/33666 [15:57<04:12, 27.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1399/8416 [00:11<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26649/33666 [15:57<04:12, 27.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1400/8416 [00:11<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26650/33666 [15:57<04:11, 27.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1401/8416 [00:11<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26651/33666 [15:57<04:11, 27.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1402/8416 [00:11<00:56, 124.65it/s]
    Epoch 1:  79%|███████▉  | 26652/33666 [15:57<04:11, 27.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1403/8416 [00:11<00:56, 124.65it/s]
    Epoch 1:  79%|███████▉  | 26653/33666 [15:57<04:11, 27.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1404/8416 [00:11<00:56, 124.65it/s]
    Epoch 1:  79%|███████▉  | 26654/33666 [15:57<04:11, 27.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1405/8416 [00:11<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26655/33666 [15:57<04:11, 27.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1406/8416 [00:11<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26656/33666 [15:57<04:11, 27.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1407/8416 [00:11<00:56, 124.62it/s]
    Epoch 1:  79%|███████▉  | 26657/33666 [15:57<04:11, 27.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1408/8416 [00:11<00:56, 124.62it/s]
    Epoch 1:  79%|███████▉  | 26658/33666 [15:57<04:11, 27.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1409/8416 [00:11<00:56, 124.62it/s]
    Epoch 1:  79%|███████▉  | 26659/33666 [15:57<04:11, 27.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1410/8416 [00:11<00:56, 124.62it/s]
    Epoch 1:  79%|███████▉  | 26660/33666 [15:57<04:11, 27.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1411/8416 [00:11<00:56, 124.62it/s]
    Epoch 1:  79%|███████▉  | 26661/33666 [15:57<04:11, 27.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1412/8416 [00:11<00:56, 124.62it/s]
    Epoch 1:  79%|███████▉  | 26662/33666 [15:57<04:11, 27.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1413/8416 [00:11<00:56, 124.62it/s]
    Epoch 1:  79%|███████▉  | 26663/33666 [15:57<04:11, 27.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1414/8416 [00:11<00:56, 124.62it/s]
    Epoch 1:  79%|███████▉  | 26664/33666 [15:57<04:11, 27.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1415/8416 [00:11<00:56, 124.62it/s]
    Epoch 1:  79%|███████▉  | 26665/33666 [15:57<04:11, 27.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1416/8416 [00:11<00:56, 124.63it/s]
    Epoch 1:  79%|███████▉  | 26666/33666 [15:57<04:11, 27.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1417/8416 [00:11<00:56, 124.63it/s]
    Epoch 1:  79%|███████▉  | 26667/33666 [15:57<04:11, 27.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1418/8416 [00:11<00:56, 124.63it/s]
    Epoch 1:  79%|███████▉  | 26668/33666 [15:57<04:11, 27.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1419/8416 [00:11<00:56, 124.63it/s]
    Epoch 1:  79%|███████▉  | 26669/33666 [15:57<04:11, 27.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1420/8416 [00:11<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26670/33666 [15:57<04:11, 27.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1421/8416 [00:11<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26671/33666 [15:57<04:11, 27.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1422/8416 [00:11<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26672/33666 [15:57<04:11, 27.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1423/8416 [00:11<00:56, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26673/33666 [15:57<04:10, 27.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1424/8416 [00:11<00:56, 124.65it/s]
    Epoch 1:  79%|███████▉  | 26674/33666 [15:57<04:10, 27.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1425/8416 [00:11<00:56, 124.65it/s]
    Epoch 1:  79%|███████▉  | 26675/33666 [15:57<04:10, 27.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1426/8416 [00:11<00:56, 124.65it/s]
    Epoch 1:  79%|███████▉  | 26676/33666 [15:57<04:10, 27.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1427/8416 [00:11<00:56, 124.65it/s]
    Epoch 1:  79%|███████▉  | 26677/33666 [15:57<04:10, 27.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1428/8416 [00:11<00:56, 124.65it/s]
    Epoch 1:  79%|███████▉  | 26678/33666 [15:57<04:10, 27.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1429/8416 [00:11<00:56, 124.65it/s]
    Epoch 1:  79%|███████▉  | 26679/33666 [15:57<04:10, 27.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1430/8416 [00:11<00:56, 124.65it/s]
    Epoch 1:  79%|███████▉  | 26680/33666 [15:57<04:10, 27.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1431/8416 [00:11<00:56, 124.66it/s]
    Epoch 1:  79%|███████▉  | 26681/33666 [15:57<04:10, 27.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1432/8416 [00:11<00:56, 124.66it/s]
    Epoch 1:  79%|███████▉  | 26682/33666 [15:57<04:10, 27.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1433/8416 [00:11<00:56, 124.66it/s]
    Epoch 1:  79%|███████▉  | 26683/33666 [15:57<04:10, 27.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1434/8416 [00:11<00:56, 124.66it/s]
    Epoch 1:  79%|███████▉  | 26684/33666 [15:57<04:10, 27.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1435/8416 [00:11<00:55, 124.66it/s]
    Epoch 1:  79%|███████▉  | 26685/33666 [15:57<04:10, 27.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1436/8416 [00:11<00:55, 124.66it/s]
    Epoch 1:  79%|███████▉  | 26686/33666 [15:57<04:10, 27.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1437/8416 [00:11<00:55, 124.67it/s]
    Epoch 1:  79%|███████▉  | 26687/33666 [15:57<04:10, 27.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1438/8416 [00:11<00:55, 124.66it/s]
    Epoch 1:  79%|███████▉  | 26688/33666 [15:57<04:10, 27.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1439/8416 [00:11<00:55, 124.65it/s]
    Epoch 1:  79%|███████▉  | 26689/33666 [15:57<04:10, 27.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1440/8416 [00:11<00:55, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26690/33666 [15:57<04:10, 27.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1441/8416 [00:11<00:55, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26691/33666 [15:57<04:10, 27.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1442/8416 [00:11<00:55, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26692/33666 [15:57<04:10, 27.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1443/8416 [00:11<00:55, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26693/33666 [15:57<04:10, 27.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1444/8416 [00:11<00:55, 124.64it/s]
    Epoch 1:  79%|███████▉  | 26694/33666 [15:57<04:10, 27.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1445/8416 [00:11<00:55, 124.58it/s]
    Epoch 1:  79%|███████▉  | 26695/33666 [15:57<04:10, 27.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1446/8416 [00:11<00:55, 124.58it/s]
    Epoch 1:  79%|███████▉  | 26696/33666 [15:57<04:09, 27.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1447/8416 [00:11<00:55, 124.58it/s]
    Epoch 1:  79%|███████▉  | 26697/33666 [15:57<04:09, 27.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1448/8416 [00:11<00:55, 124.58it/s]
    Epoch 1:  79%|███████▉  | 26698/33666 [15:57<04:09, 27.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1449/8416 [00:11<00:55, 124.58it/s]
    Epoch 1:  79%|███████▉  | 26699/33666 [15:57<04:09, 27.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1450/8416 [00:11<00:55, 124.59it/s]
    Epoch 1:  79%|███████▉  | 26700/33666 [15:57<04:09, 27.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1451/8416 [00:11<00:55, 124.59it/s]
    Epoch 1:  79%|███████▉  | 26701/33666 [15:57<04:09, 27.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1452/8416 [00:11<00:55, 124.59it/s]
    Epoch 1:  79%|███████▉  | 26702/33666 [15:57<04:09, 27.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1453/8416 [00:11<00:55, 124.59it/s]
    Epoch 1:  79%|███████▉  | 26703/33666 [15:57<04:09, 27.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1454/8416 [00:11<00:55, 124.59it/s]
    Epoch 1:  79%|███████▉  | 26704/33666 [15:57<04:09, 27.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1455/8416 [00:11<00:55, 124.59it/s]
    Epoch 1:  79%|███████▉  | 26705/33666 [15:57<04:09, 27.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1456/8416 [00:11<00:55, 124.59it/s]
    Epoch 1:  79%|███████▉  | 26706/33666 [15:57<04:09, 27.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1457/8416 [00:11<00:55, 124.59it/s]
    Epoch 1:  79%|███████▉  | 26707/33666 [15:57<04:09, 27.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1458/8416 [00:11<00:55, 124.60it/s]
    Epoch 1:  79%|███████▉  | 26708/33666 [15:57<04:09, 27.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1459/8416 [00:11<00:55, 124.60it/s]
    Epoch 1:  79%|███████▉  | 26709/33666 [15:57<04:09, 27.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1460/8416 [00:11<00:55, 124.60it/s]
    Epoch 1:  79%|███████▉  | 26710/33666 [15:57<04:09, 27.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1461/8416 [00:11<00:55, 124.60it/s]
    Epoch 1:  79%|███████▉  | 26711/33666 [15:57<04:09, 27.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1462/8416 [00:11<00:55, 124.60it/s]
    Epoch 1:  79%|███████▉  | 26712/33666 [15:57<04:09, 27.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1463/8416 [00:11<00:55, 124.60it/s]
    Epoch 1:  79%|███████▉  | 26713/33666 [15:57<04:09, 27.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1464/8416 [00:11<00:55, 124.60it/s]
    Epoch 1:  79%|███████▉  | 26714/33666 [15:57<04:09, 27.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1465/8416 [00:11<00:55, 124.61it/s]
    Epoch 1:  79%|███████▉  | 26715/33666 [15:57<04:09, 27.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1466/8416 [00:11<00:55, 124.61it/s]
    Epoch 1:  79%|███████▉  | 26716/33666 [15:57<04:09, 27.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1467/8416 [00:11<00:55, 124.61it/s]
    Epoch 1:  79%|███████▉  | 26717/33666 [15:57<04:09, 27.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1468/8416 [00:11<00:55, 124.61it/s]
    Epoch 1:  79%|███████▉  | 26718/33666 [15:57<04:09, 27.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1469/8416 [00:11<00:55, 124.61it/s]
    Epoch 1:  79%|███████▉  | 26719/33666 [15:57<04:08, 27.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1470/8416 [00:11<00:55, 124.61it/s]
    Epoch 1:  79%|███████▉  | 26720/33666 [15:57<04:08, 27.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1471/8416 [00:11<00:55, 124.61it/s]
    Epoch 1:  79%|███████▉  | 26721/33666 [15:57<04:08, 27.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1472/8416 [00:11<00:55, 124.61it/s]
    Epoch 1:  79%|███████▉  | 26722/33666 [15:57<04:08, 27.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1473/8416 [00:11<00:55, 124.61it/s]
    Epoch 1:  79%|███████▉  | 26723/33666 [15:57<04:08, 27.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1474/8416 [00:11<00:55, 124.62it/s]
    Epoch 1:  79%|███████▉  | 26724/33666 [15:57<04:08, 27.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1475/8416 [00:11<00:55, 124.62it/s]
    Epoch 1:  79%|███████▉  | 26725/33666 [15:57<04:08, 27.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1476/8416 [00:11<00:55, 124.61it/s]
    Epoch 1:  79%|███████▉  | 26726/33666 [15:57<04:08, 27.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1477/8416 [00:11<00:55, 124.61it/s]
    Epoch 1:  79%|███████▉  | 26727/33666 [15:57<04:08, 27.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1478/8416 [00:11<00:55, 124.61it/s]
    Epoch 1:  79%|███████▉  | 26728/33666 [15:57<04:08, 27.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1479/8416 [00:11<00:55, 124.61it/s]
    Epoch 1:  79%|███████▉  | 26729/33666 [15:57<04:08, 27.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1480/8416 [00:11<00:55, 124.61it/s]
    Epoch 1:  79%|███████▉  | 26730/33666 [15:57<04:08, 27.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1481/8416 [00:11<00:55, 124.62it/s]
    Epoch 1:  79%|███████▉  | 26731/33666 [15:57<04:08, 27.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1482/8416 [00:11<00:55, 124.62it/s]
    Epoch 1:  79%|███████▉  | 26732/33666 [15:57<04:08, 27.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1483/8416 [00:11<00:55, 124.62it/s]
    Epoch 1:  79%|███████▉  | 26733/33666 [15:57<04:08, 27.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1484/8416 [00:11<00:55, 124.62it/s]
    Epoch 1:  79%|███████▉  | 26734/33666 [15:57<04:08, 27.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1485/8416 [00:11<00:55, 124.62it/s]
    Epoch 1:  79%|███████▉  | 26735/33666 [15:57<04:08, 27.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1486/8416 [00:11<00:55, 124.62it/s]
    Epoch 1:  79%|███████▉  | 26736/33666 [15:57<04:08, 27.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1487/8416 [00:11<00:55, 124.63it/s]
    Epoch 1:  79%|███████▉  | 26737/33666 [15:57<04:08, 27.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1488/8416 [00:11<00:55, 124.63it/s]
    Epoch 1:  79%|███████▉  | 26738/33666 [15:57<04:08, 27.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1489/8416 [00:11<00:55, 124.56it/s]
    Epoch 1:  79%|███████▉  | 26739/33666 [15:57<04:08, 27.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1490/8416 [00:11<00:55, 124.56it/s]
    Epoch 1:  79%|███████▉  | 26740/33666 [15:57<04:08, 27.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1491/8416 [00:11<00:55, 124.56it/s]
    Epoch 1:  79%|███████▉  | 26741/33666 [15:57<04:08, 27.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1492/8416 [00:11<00:55, 124.57it/s]
    Epoch 1:  79%|███████▉  | 26742/33666 [15:57<04:07, 27.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1493/8416 [00:11<00:55, 124.57it/s]
    Epoch 1:  79%|███████▉  | 26743/33666 [15:57<04:07, 27.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1494/8416 [00:11<00:55, 124.57it/s]
    Epoch 1:  79%|███████▉  | 26744/33666 [15:57<04:07, 27.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1495/8416 [00:12<00:55, 124.57it/s]
    Epoch 1:  79%|███████▉  | 26745/33666 [15:57<04:07, 27.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1496/8416 [00:12<00:55, 124.57it/s]
    Epoch 1:  79%|███████▉  | 26746/33666 [15:57<04:07, 27.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1497/8416 [00:12<00:55, 124.57it/s]
    Epoch 1:  79%|███████▉  | 26747/33666 [15:57<04:07, 27.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1498/8416 [00:12<00:55, 124.58it/s]
    Epoch 1:  79%|███████▉  | 26748/33666 [15:57<04:07, 27.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1499/8416 [00:12<00:55, 124.58it/s]
    Epoch 1:  79%|███████▉  | 26749/33666 [15:57<04:07, 27.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1500/8416 [00:12<00:55, 124.58it/s]
    Epoch 1:  79%|███████▉  | 26750/33666 [15:57<04:07, 27.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1501/8416 [00:12<00:55, 124.58it/s]
    Epoch 1:  79%|███████▉  | 26751/33666 [15:57<04:07, 27.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1502/8416 [00:12<00:55, 124.58it/s]
    Epoch 1:  79%|███████▉  | 26752/33666 [15:57<04:07, 27.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1503/8416 [00:12<00:55, 124.58it/s]
    Epoch 1:  79%|███████▉  | 26753/33666 [15:57<04:07, 27.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1504/8416 [00:12<00:55, 124.53it/s]
    Epoch 1:  79%|███████▉  | 26754/33666 [15:57<04:07, 27.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1505/8416 [00:12<00:55, 124.53it/s]
    Epoch 1:  79%|███████▉  | 26755/33666 [15:57<04:07, 27.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1506/8416 [00:12<00:55, 124.53it/s]
    Epoch 1:  79%|███████▉  | 26756/33666 [15:57<04:07, 27.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1507/8416 [00:12<00:55, 124.53it/s]
    Epoch 1:  79%|███████▉  | 26757/33666 [15:57<04:07, 27.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1508/8416 [00:12<00:55, 124.53it/s]
    Epoch 1:  79%|███████▉  | 26758/33666 [15:57<04:07, 27.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1509/8416 [00:12<00:55, 124.53it/s]
    Epoch 1:  79%|███████▉  | 26759/33666 [15:57<04:07, 27.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1510/8416 [00:12<00:55, 124.53it/s]
    Epoch 1:  79%|███████▉  | 26760/33666 [15:57<04:07, 27.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1511/8416 [00:12<00:55, 124.54it/s]
    Epoch 1:  79%|███████▉  | 26761/33666 [15:57<04:07, 27.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1512/8416 [00:12<00:55, 124.54it/s]
    Epoch 1:  79%|███████▉  | 26762/33666 [15:57<04:07, 27.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1513/8416 [00:12<00:55, 124.54it/s]
    Epoch 1:  79%|███████▉  | 26763/33666 [15:57<04:07, 27.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1514/8416 [00:12<00:55, 124.54it/s]
    Epoch 1:  79%|███████▉  | 26764/33666 [15:57<04:07, 27.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1515/8416 [00:12<00:55, 124.54it/s]
    Epoch 1:  80%|███████▉  | 26765/33666 [15:58<04:07, 27.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1516/8416 [00:12<00:55, 124.54it/s]
    Epoch 1:  80%|███████▉  | 26766/33666 [15:58<04:06, 27.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1517/8416 [00:12<00:55, 124.54it/s]
    Epoch 1:  80%|███████▉  | 26767/33666 [15:58<04:06, 27.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1518/8416 [00:12<00:55, 124.54it/s]
    Epoch 1:  80%|███████▉  | 26768/33666 [15:58<04:06, 27.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1519/8416 [00:12<00:55, 124.55it/s]
    Epoch 1:  80%|███████▉  | 26769/33666 [15:58<04:06, 27.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1520/8416 [00:12<00:55, 124.55it/s]
    Epoch 1:  80%|███████▉  | 26770/33666 [15:58<04:06, 27.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1521/8416 [00:12<00:55, 124.55it/s]
    Epoch 1:  80%|███████▉  | 26771/33666 [15:58<04:06, 27.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1522/8416 [00:12<00:55, 124.55it/s]
    Epoch 1:  80%|███████▉  | 26772/33666 [15:58<04:06, 27.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1523/8416 [00:12<00:55, 124.55it/s]
    Epoch 1:  80%|███████▉  | 26773/33666 [15:58<04:06, 27.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1524/8416 [00:12<00:55, 124.55it/s]
    Epoch 1:  80%|███████▉  | 26774/33666 [15:58<04:06, 27.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1525/8416 [00:12<00:55, 124.55it/s]
    Epoch 1:  80%|███████▉  | 26775/33666 [15:58<04:06, 27.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1526/8416 [00:12<00:55, 124.55it/s]
    Epoch 1:  80%|███████▉  | 26776/33666 [15:58<04:06, 27.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1527/8416 [00:12<00:55, 124.55it/s]
    Epoch 1:  80%|███████▉  | 26777/33666 [15:58<04:06, 27.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1528/8416 [00:12<00:55, 124.55it/s]
    Epoch 1:  80%|███████▉  | 26778/33666 [15:58<04:06, 27.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1529/8416 [00:12<00:55, 124.56it/s]
    Epoch 1:  80%|███████▉  | 26779/33666 [15:58<04:06, 27.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1530/8416 [00:12<00:55, 124.56it/s]
    Epoch 1:  80%|███████▉  | 26780/33666 [15:58<04:06, 27.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1531/8416 [00:12<00:55, 124.56it/s]
    Epoch 1:  80%|███████▉  | 26781/33666 [15:58<04:06, 27.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1532/8416 [00:12<00:55, 124.56it/s]
    Epoch 1:  80%|███████▉  | 26782/33666 [15:58<04:06, 27.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1533/8416 [00:12<00:55, 124.56it/s]
    Epoch 1:  80%|███████▉  | 26783/33666 [15:58<04:06, 27.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1534/8416 [00:12<00:55, 124.56it/s]
    Epoch 1:  80%|███████▉  | 26784/33666 [15:58<04:06, 27.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1535/8416 [00:12<00:55, 124.56it/s]
    Epoch 1:  80%|███████▉  | 26785/33666 [15:58<04:06, 27.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1536/8416 [00:12<00:55, 124.56it/s]
    Epoch 1:  80%|███████▉  | 26786/33666 [15:58<04:06, 27.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1537/8416 [00:12<00:55, 124.56it/s]
    Epoch 1:  80%|███████▉  | 26787/33666 [15:58<04:06, 27.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1538/8416 [00:12<00:55, 124.56it/s]
    Epoch 1:  80%|███████▉  | 26788/33666 [15:58<04:06, 27.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1539/8416 [00:12<00:55, 124.57it/s]
    Epoch 1:  80%|███████▉  | 26789/33666 [15:58<04:05, 27.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1540/8416 [00:12<00:55, 124.56it/s]
    Epoch 1:  80%|███████▉  | 26790/33666 [15:58<04:05, 27.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1541/8416 [00:12<00:55, 124.56it/s]
    Epoch 1:  80%|███████▉  | 26791/33666 [15:58<04:05, 27.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1542/8416 [00:12<00:55, 124.56it/s]
    Epoch 1:  80%|███████▉  | 26792/33666 [15:58<04:05, 27.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1543/8416 [00:12<00:55, 124.56it/s]
    Epoch 1:  80%|███████▉  | 26793/33666 [15:58<04:05, 27.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1544/8416 [00:12<00:55, 124.56it/s]
    Epoch 1:  80%|███████▉  | 26794/33666 [15:58<04:05, 27.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1545/8416 [00:12<00:55, 124.56it/s]
    Epoch 1:  80%|███████▉  | 26795/33666 [15:58<04:05, 27.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1546/8416 [00:12<00:55, 124.56it/s]
    Epoch 1:  80%|███████▉  | 26796/33666 [15:58<04:05, 27.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1547/8416 [00:12<00:55, 124.57it/s]
    Epoch 1:  80%|███████▉  | 26797/33666 [15:58<04:05, 27.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1548/8416 [00:12<00:55, 124.57it/s]
    Epoch 1:  80%|███████▉  | 26798/33666 [15:58<04:05, 27.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1549/8416 [00:12<00:55, 124.57it/s]
    Epoch 1:  80%|███████▉  | 26799/33666 [15:58<04:05, 27.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1550/8416 [00:12<00:55, 124.57it/s]
    Epoch 1:  80%|███████▉  | 26800/33666 [15:58<04:05, 27.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1551/8416 [00:12<00:55, 124.57it/s]
    Epoch 1:  80%|███████▉  | 26801/33666 [15:58<04:05, 27.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1552/8416 [00:12<00:55, 124.57it/s]
    Epoch 1:  80%|███████▉  | 26802/33666 [15:58<04:05, 27.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1553/8416 [00:12<00:55, 124.57it/s]
    Epoch 1:  80%|███████▉  | 26803/33666 [15:58<04:05, 27.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1554/8416 [00:12<00:55, 124.57it/s]
    Epoch 1:  80%|███████▉  | 26804/33666 [15:58<04:05, 27.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1555/8416 [00:12<00:55, 124.57it/s]
    Epoch 1:  80%|███████▉  | 26805/33666 [15:58<04:05, 27.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1556/8416 [00:12<00:55, 124.57it/s]
    Epoch 1:  80%|███████▉  | 26806/33666 [15:58<04:05, 27.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1557/8416 [00:12<00:55, 124.57it/s]
    Epoch 1:  80%|███████▉  | 26807/33666 [15:58<04:05, 27.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1558/8416 [00:12<00:55, 124.58it/s]
    Epoch 1:  80%|███████▉  | 26808/33666 [15:58<04:05, 27.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1559/8416 [00:12<00:55, 124.58it/s]
    Epoch 1:  80%|███████▉  | 26809/33666 [15:58<04:05, 27.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1560/8416 [00:12<00:55, 124.58it/s]
    Epoch 1:  80%|███████▉  | 26810/33666 [15:58<04:05, 27.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1561/8416 [00:12<00:55, 124.58it/s]
    Epoch 1:  80%|███████▉  | 26811/33666 [15:58<04:05, 27.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1562/8416 [00:12<00:55, 124.58it/s]
    Epoch 1:  80%|███████▉  | 26812/33666 [15:58<04:04, 27.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1563/8416 [00:12<00:55, 124.58it/s]
    Epoch 1:  80%|███████▉  | 26813/33666 [15:58<04:04, 27.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1564/8416 [00:12<00:55, 124.58it/s]
    Epoch 1:  80%|███████▉  | 26814/33666 [15:58<04:04, 27.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1565/8416 [00:12<00:54, 124.58it/s]
    Epoch 1:  80%|███████▉  | 26815/33666 [15:58<04:04, 27.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1566/8416 [00:12<00:54, 124.58it/s]
    Epoch 1:  80%|███████▉  | 26816/33666 [15:58<04:04, 27.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1567/8416 [00:12<00:54, 124.58it/s]
    Epoch 1:  80%|███████▉  | 26817/33666 [15:58<04:04, 27.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1568/8416 [00:12<00:54, 124.58it/s]
    Epoch 1:  80%|███████▉  | 26818/33666 [15:58<04:04, 27.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1569/8416 [00:12<00:54, 124.58it/s]
    Epoch 1:  80%|███████▉  | 26819/33666 [15:58<04:04, 27.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1570/8416 [00:12<00:54, 124.58it/s]
    Epoch 1:  80%|███████▉  | 26820/33666 [15:58<04:04, 27.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1571/8416 [00:12<00:54, 124.58it/s]
    Epoch 1:  80%|███████▉  | 26821/33666 [15:58<04:04, 27.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1572/8416 [00:12<00:54, 124.58it/s]
    Epoch 1:  80%|███████▉  | 26822/33666 [15:58<04:04, 27.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1573/8416 [00:12<00:54, 124.59it/s]
    Epoch 1:  80%|███████▉  | 26823/33666 [15:58<04:04, 27.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1574/8416 [00:12<00:54, 124.59it/s]
    Epoch 1:  80%|███████▉  | 26824/33666 [15:58<04:04, 27.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1575/8416 [00:12<00:54, 124.59it/s]
    Epoch 1:  80%|███████▉  | 26825/33666 [15:58<04:04, 27.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1576/8416 [00:12<00:54, 124.59it/s]
    Epoch 1:  80%|███████▉  | 26826/33666 [15:58<04:04, 27.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1577/8416 [00:12<00:54, 124.59it/s]
    Epoch 1:  80%|███████▉  | 26827/33666 [15:58<04:04, 27.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1578/8416 [00:12<00:54, 124.59it/s]
    Epoch 1:  80%|███████▉  | 26828/33666 [15:58<04:04, 27.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1579/8416 [00:12<00:54, 124.59it/s]
    Epoch 1:  80%|███████▉  | 26829/33666 [15:58<04:04, 27.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1580/8416 [00:12<00:54, 124.59it/s]
    Epoch 1:  80%|███████▉  | 26830/33666 [15:58<04:04, 27.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1581/8416 [00:12<00:54, 124.59it/s]
    Epoch 1:  80%|███████▉  | 26831/33666 [15:58<04:04, 27.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1582/8416 [00:12<00:54, 124.59it/s]
    Epoch 1:  80%|███████▉  | 26832/33666 [15:58<04:04, 27.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1583/8416 [00:12<00:54, 124.59it/s]
    Epoch 1:  80%|███████▉  | 26833/33666 [15:58<04:04, 27.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1584/8416 [00:12<00:54, 124.59it/s]
    Epoch 1:  80%|███████▉  | 26834/33666 [15:58<04:04, 27.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1585/8416 [00:12<00:54, 124.59it/s]
    Epoch 1:  80%|███████▉  | 26835/33666 [15:58<04:04, 28.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1586/8416 [00:12<00:54, 124.59it/s]
    Epoch 1:  80%|███████▉  | 26836/33666 [15:58<04:03, 28.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1587/8416 [00:12<00:54, 124.59it/s]
    Epoch 1:  80%|███████▉  | 26837/33666 [15:58<04:03, 28.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1588/8416 [00:12<00:54, 124.59it/s]
    Epoch 1:  80%|███████▉  | 26838/33666 [15:58<04:03, 28.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1589/8416 [00:12<00:54, 124.59it/s]
    Epoch 1:  80%|███████▉  | 26839/33666 [15:58<04:03, 28.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1590/8416 [00:12<00:54, 124.59it/s]
    Epoch 1:  80%|███████▉  | 26840/33666 [15:58<04:03, 28.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1591/8416 [00:12<00:54, 124.59it/s]
    Epoch 1:  80%|███████▉  | 26841/33666 [15:58<04:03, 28.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1592/8416 [00:12<00:54, 124.59it/s]
    Epoch 1:  80%|███████▉  | 26842/33666 [15:58<04:03, 28.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1593/8416 [00:12<00:54, 124.60it/s]
    Epoch 1:  80%|███████▉  | 26843/33666 [15:58<04:03, 28.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1594/8416 [00:12<00:54, 124.60it/s]
    Epoch 1:  80%|███████▉  | 26844/33666 [15:58<04:03, 28.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1595/8416 [00:12<00:54, 124.60it/s]
    Epoch 1:  80%|███████▉  | 26845/33666 [15:58<04:03, 28.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1596/8416 [00:12<00:54, 124.60it/s]
    Epoch 1:  80%|███████▉  | 26846/33666 [15:58<04:03, 28.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1597/8416 [00:12<00:54, 124.60it/s]
    Epoch 1:  80%|███████▉  | 26847/33666 [15:58<04:03, 28.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1598/8416 [00:12<00:54, 124.60it/s]
    Epoch 1:  80%|███████▉  | 26848/33666 [15:58<04:03, 28.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1599/8416 [00:12<00:54, 124.60it/s]
    Epoch 1:  80%|███████▉  | 26849/33666 [15:58<04:03, 28.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1600/8416 [00:12<00:54, 124.60it/s]
    Epoch 1:  80%|███████▉  | 26850/33666 [15:58<04:03, 28.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1601/8416 [00:12<00:54, 124.60it/s]
    Epoch 1:  80%|███████▉  | 26851/33666 [15:58<04:03, 28.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1602/8416 [00:12<00:54, 124.60it/s]
    Epoch 1:  80%|███████▉  | 26852/33666 [15:58<04:03, 28.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1603/8416 [00:12<00:54, 124.60it/s]
    Epoch 1:  80%|███████▉  | 26853/33666 [15:58<04:03, 28.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1604/8416 [00:12<00:54, 124.59it/s]
    Epoch 1:  80%|███████▉  | 26854/33666 [15:58<04:03, 28.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1605/8416 [00:12<00:54, 124.59it/s]
    Epoch 1:  80%|███████▉  | 26855/33666 [15:58<04:03, 28.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1606/8416 [00:12<00:54, 124.60it/s]
    Epoch 1:  80%|███████▉  | 26856/33666 [15:58<04:03, 28.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1607/8416 [00:12<00:54, 124.60it/s]
    Epoch 1:  80%|███████▉  | 26857/33666 [15:58<04:03, 28.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1608/8416 [00:12<00:54, 124.60it/s]
    Epoch 1:  80%|███████▉  | 26858/33666 [15:58<04:03, 28.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1609/8416 [00:12<00:54, 124.60it/s]
    Epoch 1:  80%|███████▉  | 26859/33666 [15:58<04:02, 28.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1610/8416 [00:12<00:54, 124.60it/s]
    Epoch 1:  80%|███████▉  | 26860/33666 [15:58<04:02, 28.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1611/8416 [00:12<00:54, 124.60it/s]
    Epoch 1:  80%|███████▉  | 26861/33666 [15:58<04:02, 28.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1612/8416 [00:12<00:54, 124.60it/s]
    Epoch 1:  80%|███████▉  | 26862/33666 [15:58<04:02, 28.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1613/8416 [00:12<00:54, 124.60it/s]
    Epoch 1:  80%|███████▉  | 26863/33666 [15:58<04:02, 28.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1614/8416 [00:12<00:54, 124.60it/s]
    Epoch 1:  80%|███████▉  | 26864/33666 [15:58<04:02, 28.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1615/8416 [00:12<00:54, 124.60it/s]
    Epoch 1:  80%|███████▉  | 26865/33666 [15:58<04:02, 28.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1616/8416 [00:12<00:54, 124.60it/s]
    Epoch 1:  80%|███████▉  | 26866/33666 [15:58<04:02, 28.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1617/8416 [00:12<00:54, 124.60it/s]
    Epoch 1:  80%|███████▉  | 26867/33666 [15:58<04:02, 28.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1618/8416 [00:12<00:54, 124.60it/s]
    Epoch 1:  80%|███████▉  | 26868/33666 [15:58<04:02, 28.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1619/8416 [00:12<00:54, 124.60it/s]
    Epoch 1:  80%|███████▉  | 26869/33666 [15:58<04:02, 28.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1620/8416 [00:13<00:54, 124.60it/s]
    Epoch 1:  80%|███████▉  | 26870/33666 [15:58<04:02, 28.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1621/8416 [00:13<00:54, 124.60it/s]
    Epoch 1:  80%|███████▉  | 26871/33666 [15:58<04:02, 28.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1622/8416 [00:13<00:54, 124.60it/s]
    Epoch 1:  80%|███████▉  | 26872/33666 [15:58<04:02, 28.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1623/8416 [00:13<00:54, 124.55it/s]
    Epoch 1:  80%|███████▉  | 26873/33666 [15:58<04:02, 28.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1624/8416 [00:13<00:54, 124.55it/s]
    Epoch 1:  80%|███████▉  | 26874/33666 [15:58<04:02, 28.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1625/8416 [00:13<00:54, 124.55it/s]
    Epoch 1:  80%|███████▉  | 26875/33666 [15:58<04:02, 28.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1626/8416 [00:13<00:54, 124.55it/s]
    Epoch 1:  80%|███████▉  | 26876/33666 [15:58<04:02, 28.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1627/8416 [00:13<00:54, 124.55it/s]
    Epoch 1:  80%|███████▉  | 26877/33666 [15:58<04:02, 28.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1628/8416 [00:13<00:54, 124.55it/s]
    Epoch 1:  80%|███████▉  | 26878/33666 [15:58<04:02, 28.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1629/8416 [00:13<00:54, 124.54it/s]
    Epoch 1:  80%|███████▉  | 26879/33666 [15:58<04:02, 28.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1630/8416 [00:13<00:54, 124.53it/s]
    Epoch 1:  80%|███████▉  | 26880/33666 [15:58<04:02, 28.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1631/8416 [00:13<00:54, 124.53it/s]
    Epoch 1:  80%|███████▉  | 26881/33666 [15:58<04:02, 28.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1632/8416 [00:13<00:54, 124.53it/s]
    Epoch 1:  80%|███████▉  | 26882/33666 [15:58<04:02, 28.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1633/8416 [00:13<00:54, 124.53it/s]
    Epoch 1:  80%|███████▉  | 26883/33666 [15:58<04:01, 28.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1634/8416 [00:13<00:54, 124.53it/s]
    Epoch 1:  80%|███████▉  | 26884/33666 [15:58<04:01, 28.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1635/8416 [00:13<00:54, 124.52it/s]
    Epoch 1:  80%|███████▉  | 26885/33666 [15:58<04:01, 28.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1636/8416 [00:13<00:54, 124.52it/s]
    Epoch 1:  80%|███████▉  | 26886/33666 [15:58<04:01, 28.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1637/8416 [00:13<00:54, 124.52it/s]
    Epoch 1:  80%|███████▉  | 26887/33666 [15:58<04:01, 28.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1638/8416 [00:13<00:54, 124.52it/s]
    Epoch 1:  80%|███████▉  | 26888/33666 [15:58<04:01, 28.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1639/8416 [00:13<00:54, 124.52it/s]
    Epoch 1:  80%|███████▉  | 26889/33666 [15:59<04:01, 28.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1640/8416 [00:13<00:54, 124.51it/s]
    Epoch 1:  80%|███████▉  | 26890/33666 [15:59<04:01, 28.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1641/8416 [00:13<00:54, 124.51it/s]
    Epoch 1:  80%|███████▉  | 26891/33666 [15:59<04:01, 28.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1642/8416 [00:13<00:54, 124.50it/s]
    Epoch 1:  80%|███████▉  | 26892/33666 [15:59<04:01, 28.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1643/8416 [00:13<00:54, 124.50it/s]
    Epoch 1:  80%|███████▉  | 26893/33666 [15:59<04:01, 28.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1644/8416 [00:13<00:54, 124.50it/s]
    Epoch 1:  80%|███████▉  | 26894/33666 [15:59<04:01, 28.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1645/8416 [00:13<00:54, 124.50it/s]
    Epoch 1:  80%|███████▉  | 26895/33666 [15:59<04:01, 28.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1646/8416 [00:13<00:54, 124.51it/s]
    Epoch 1:  80%|███████▉  | 26896/33666 [15:59<04:01, 28.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1647/8416 [00:13<00:54, 124.50it/s]
    Epoch 1:  80%|███████▉  | 26897/33666 [15:59<04:01, 28.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1648/8416 [00:13<00:54, 124.50it/s]
    Epoch 1:  80%|███████▉  | 26898/33666 [15:59<04:01, 28.05it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1649/8416 [00:13<00:54, 124.50it/s]
    Epoch 1:  80%|███████▉  | 26899/33666 [15:59<04:01, 28.05it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1650/8416 [00:13<00:54, 124.50it/s]
    Epoch 1:  80%|███████▉  | 26900/33666 [15:59<04:01, 28.05it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1651/8416 [00:13<00:54, 124.50it/s]
    Epoch 1:  80%|███████▉  | 26901/33666 [15:59<04:01, 28.05it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1652/8416 [00:13<00:54, 124.50it/s]
    Epoch 1:  80%|███████▉  | 26902/33666 [15:59<04:01, 28.05it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1653/8416 [00:13<00:54, 124.50it/s]
    Epoch 1:  80%|███████▉  | 26903/33666 [15:59<04:01, 28.05it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1654/8416 [00:13<00:54, 124.50it/s]
    Epoch 1:  80%|███████▉  | 26904/33666 [15:59<04:01, 28.05it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1655/8416 [00:13<00:54, 124.49it/s]
    Epoch 1:  80%|███████▉  | 26905/33666 [15:59<04:01, 28.05it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1656/8416 [00:13<00:54, 124.49it/s]
    Epoch 1:  80%|███████▉  | 26906/33666 [15:59<04:00, 28.05it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1657/8416 [00:13<00:54, 124.49it/s]
    Epoch 1:  80%|███████▉  | 26907/33666 [15:59<04:00, 28.05it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1658/8416 [00:13<00:54, 124.48it/s]
    Epoch 1:  80%|███████▉  | 26908/33666 [15:59<04:00, 28.05it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1659/8416 [00:13<00:54, 124.48it/s]
    Epoch 1:  80%|███████▉  | 26909/33666 [15:59<04:00, 28.05it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1660/8416 [00:13<00:54, 124.48it/s]
    Epoch 1:  80%|███████▉  | 26910/33666 [15:59<04:00, 28.06it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1661/8416 [00:13<00:54, 124.48it/s]
    Epoch 1:  80%|███████▉  | 26911/33666 [15:59<04:00, 28.06it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1662/8416 [00:13<00:54, 124.48it/s]
    Epoch 1:  80%|███████▉  | 26912/33666 [15:59<04:00, 28.06it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1663/8416 [00:13<00:54, 124.48it/s]
    Epoch 1:  80%|███████▉  | 26913/33666 [15:59<04:00, 28.06it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1664/8416 [00:13<00:54, 124.48it/s]
    Epoch 1:  80%|███████▉  | 26914/33666 [15:59<04:00, 28.06it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1665/8416 [00:13<00:54, 124.47it/s]
    Epoch 1:  80%|███████▉  | 26915/33666 [15:59<04:00, 28.06it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1666/8416 [00:13<00:54, 124.46it/s]
    Epoch 1:  80%|███████▉  | 26916/33666 [15:59<04:00, 28.06it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1667/8416 [00:13<00:54, 124.45it/s]
    Epoch 1:  80%|███████▉  | 26917/33666 [15:59<04:00, 28.06it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1668/8416 [00:13<00:54, 124.44it/s]
    Epoch 1:  80%|███████▉  | 26918/33666 [15:59<04:00, 28.06it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1669/8416 [00:13<00:54, 124.44it/s]
    Epoch 1:  80%|███████▉  | 26919/33666 [15:59<04:00, 28.06it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1670/8416 [00:13<00:54, 124.44it/s]
    Epoch 1:  80%|███████▉  | 26920/33666 [15:59<04:00, 28.06it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1671/8416 [00:13<00:54, 124.44it/s]
    Epoch 1:  80%|███████▉  | 26921/33666 [15:59<04:00, 28.06it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1672/8416 [00:13<00:54, 124.44it/s]
    Epoch 1:  80%|███████▉  | 26922/33666 [15:59<04:00, 28.06it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1673/8416 [00:13<00:54, 124.44it/s]
    Epoch 1:  80%|███████▉  | 26923/33666 [15:59<04:00, 28.07it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1674/8416 [00:13<00:54, 124.43it/s]
    Epoch 1:  80%|███████▉  | 26924/33666 [15:59<04:00, 28.07it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1675/8416 [00:13<00:54, 124.43it/s]
    Epoch 1:  80%|███████▉  | 26925/33666 [15:59<04:00, 28.07it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1676/8416 [00:13<00:54, 124.43it/s]
    Epoch 1:  80%|███████▉  | 26926/33666 [15:59<04:00, 28.07it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1677/8416 [00:13<00:54, 124.42it/s]
    Epoch 1:  80%|███████▉  | 26927/33666 [15:59<04:00, 28.07it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1678/8416 [00:13<00:54, 124.42it/s]
    Epoch 1:  80%|███████▉  | 26928/33666 [15:59<04:00, 28.07it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1679/8416 [00:13<00:54, 124.41it/s]
    Epoch 1:  80%|███████▉  | 26929/33666 [15:59<04:00, 28.07it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1680/8416 [00:13<00:54, 124.41it/s]
    Epoch 1:  80%|███████▉  | 26930/33666 [15:59<03:59, 28.07it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1681/8416 [00:13<00:54, 124.41it/s]
    Epoch 1:  80%|███████▉  | 26931/33666 [15:59<03:59, 28.07it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1682/8416 [00:13<00:54, 124.41it/s]
    Epoch 1:  80%|███████▉  | 26932/33666 [15:59<03:59, 28.07it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1683/8416 [00:13<00:54, 124.41it/s]
    Epoch 1:  80%|████████  | 26933/33666 [15:59<03:59, 28.07it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|██        | 1684/8416 [00:13<00:54, 124.40it/s]
    Epoch 1:  80%|████████  | 26934/33666 [15:59<03:59, 28.07it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|██        | 1685/8416 [00:13<00:54, 124.40it/s]
    Epoch 1:  80%|████████  | 26935/33666 [15:59<03:59, 28.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|██        | 1686/8416 [00:13<00:54, 124.40it/s]
    Epoch 1:  80%|████████  | 26936/33666 [15:59<03:59, 28.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|██        | 1687/8416 [00:13<00:54, 124.35it/s]
    Epoch 1:  80%|████████  | 26937/33666 [15:59<03:59, 28.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|██        | 1688/8416 [00:13<00:54, 124.33it/s]
    Epoch 1:  80%|████████  | 26938/33666 [15:59<03:59, 28.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|██        | 1689/8416 [00:13<00:54, 124.33it/s]
    Epoch 1:  80%|████████  | 26939/33666 [15:59<03:59, 28.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|██        | 1690/8416 [00:13<00:54, 124.33it/s]
    Epoch 1:  80%|████████  | 26940/33666 [15:59<03:59, 28.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|██        | 1691/8416 [00:13<00:54, 124.33it/s]
    Epoch 1:  80%|████████  | 26941/33666 [15:59<03:59, 28.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|██        | 1692/8416 [00:13<00:54, 124.33it/s]
    Epoch 1:  80%|████████  | 26942/33666 [15:59<03:59, 28.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|██        | 1693/8416 [00:13<00:54, 124.33it/s]
    Epoch 1:  80%|████████  | 26943/33666 [15:59<03:59, 28.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|██        | 1694/8416 [00:13<00:54, 124.33it/s]
    Epoch 1:  80%|████████  | 26944/33666 [15:59<03:59, 28.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|██        | 1695/8416 [00:13<00:54, 124.34it/s]
    Epoch 1:  80%|████████  | 26945/33666 [15:59<03:59, 28.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|██        | 1696/8416 [00:13<00:54, 124.34it/s]
    Epoch 1:  80%|████████  | 26946/33666 [15:59<03:59, 28.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|██        | 1697/8416 [00:13<00:54, 124.34it/s]
    Epoch 1:  80%|████████  | 26947/33666 [15:59<03:59, 28.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|██        | 1698/8416 [00:13<00:54, 124.34it/s]
    Epoch 1:  80%|████████  | 26948/33666 [15:59<03:59, 28.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|██        | 1699/8416 [00:13<00:54, 124.32it/s]
    Epoch 1:  80%|████████  | 26949/33666 [15:59<03:59, 28.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|██        | 1700/8416 [00:13<00:54, 124.32it/s]
    Epoch 1:  80%|████████  | 26950/33666 [15:59<03:59, 28.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|██        | 1701/8416 [00:13<00:54, 124.32it/s]
    Epoch 1:  80%|████████  | 26951/33666 [15:59<03:59, 28.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|██        | 1702/8416 [00:13<00:54, 124.32it/s]
    Epoch 1:  80%|████████  | 26952/33666 [15:59<03:59, 28.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|██        | 1703/8416 [00:13<00:53, 124.32it/s]
    Epoch 1:  80%|████████  | 26953/33666 [15:59<03:58, 28.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|██        | 1704/8416 [00:13<00:53, 124.32it/s]
    Epoch 1:  80%|████████  | 26954/33666 [15:59<03:58, 28.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|██        | 1705/8416 [00:13<00:53, 124.31it/s]
    Epoch 1:  80%|████████  | 26955/33666 [15:59<03:58, 28.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|██        | 1706/8416 [00:13<00:53, 124.31it/s]
    Epoch 1:  80%|████████  | 26956/33666 [15:59<03:58, 28.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|██        | 1707/8416 [00:13<00:53, 124.31it/s]
    Epoch 1:  80%|████████  | 26957/33666 [15:59<03:58, 28.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|██        | 1708/8416 [00:13<00:53, 124.31it/s]
    Epoch 1:  80%|████████  | 26958/33666 [15:59<03:58, 28.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|██        | 1709/8416 [00:13<00:53, 124.31it/s]
    Epoch 1:  80%|████████  | 26959/33666 [15:59<03:58, 28.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|██        | 1710/8416 [00:13<00:53, 124.31it/s]
    Epoch 1:  80%|████████  | 26960/33666 [15:59<03:58, 28.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|██        | 1711/8416 [00:13<00:53, 124.31it/s]
    Epoch 1:  80%|████████  | 26961/33666 [15:59<03:58, 28.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|██        | 1712/8416 [00:13<00:53, 124.32it/s]
    Epoch 1:  80%|████████  | 26962/33666 [15:59<03:58, 28.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|██        | 1713/8416 [00:13<00:53, 124.32it/s]
    Epoch 1:  80%|████████  | 26963/33666 [15:59<03:58, 28.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|██        | 1714/8416 [00:13<00:53, 124.32it/s]
    Epoch 1:  80%|████████  | 26964/33666 [15:59<03:58, 28.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|██        | 1715/8416 [00:13<00:53, 124.32it/s]
    Epoch 1:  80%|████████  | 26965/33666 [15:59<03:58, 28.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|██        | 1716/8416 [00:13<00:53, 124.32it/s]
    Epoch 1:  80%|████████  | 26966/33666 [15:59<03:58, 28.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|██        | 1717/8416 [00:13<00:53, 124.32it/s]
    Epoch 1:  80%|████████  | 26967/33666 [15:59<03:58, 28.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|██        | 1718/8416 [00:13<00:53, 124.32it/s]
    Epoch 1:  80%|████████  | 26968/33666 [15:59<03:58, 28.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|██        | 1719/8416 [00:13<00:53, 124.32it/s]
    Epoch 1:  80%|████████  | 26969/33666 [15:59<03:58, 28.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|██        | 1720/8416 [00:13<00:53, 124.33it/s]
    Epoch 1:  80%|████████  | 26970/33666 [15:59<03:58, 28.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|██        | 1721/8416 [00:13<00:53, 124.33it/s]
    Epoch 1:  80%|████████  | 26971/33666 [15:59<03:58, 28.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|██        | 1722/8416 [00:13<00:53, 124.33it/s]
    Epoch 1:  80%|████████  | 26972/33666 [15:59<03:58, 28.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|██        | 1723/8416 [00:13<00:53, 124.33it/s]
    Epoch 1:  80%|████████  | 26973/33666 [15:59<03:58, 28.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|██        | 1724/8416 [00:13<00:53, 124.33it/s]
    Epoch 1:  80%|████████  | 26974/33666 [15:59<03:58, 28.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  20%|██        | 1725/8416 [00:13<00:53, 124.33it/s]
    Epoch 1:  80%|████████  | 26975/33666 [15:59<03:58, 28.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1726/8416 [00:13<00:53, 124.33it/s]
    Epoch 1:  80%|████████  | 26976/33666 [15:59<03:58, 28.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1727/8416 [00:13<00:53, 124.33it/s]
    Epoch 1:  80%|████████  | 26977/33666 [15:59<03:57, 28.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1728/8416 [00:13<00:53, 124.34it/s]
    Epoch 1:  80%|████████  | 26978/33666 [15:59<03:57, 28.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1729/8416 [00:13<00:53, 124.34it/s]
    Epoch 1:  80%|████████  | 26979/33666 [15:59<03:57, 28.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1730/8416 [00:13<00:53, 124.34it/s]
    Epoch 1:  80%|████████  | 26980/33666 [15:59<03:57, 28.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1731/8416 [00:13<00:53, 124.34it/s]
    Epoch 1:  80%|████████  | 26981/33666 [15:59<03:57, 28.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1732/8416 [00:13<00:53, 124.33it/s]
    Epoch 1:  80%|████████  | 26982/33666 [15:59<03:57, 28.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1733/8416 [00:13<00:53, 124.33it/s]
    Epoch 1:  80%|████████  | 26983/33666 [15:59<03:57, 28.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1734/8416 [00:13<00:53, 124.33it/s]
    Epoch 1:  80%|████████  | 26984/33666 [15:59<03:57, 28.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1735/8416 [00:13<00:53, 124.33it/s]
    Epoch 1:  80%|████████  | 26985/33666 [15:59<03:57, 28.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1736/8416 [00:13<00:53, 124.34it/s]
    Epoch 1:  80%|████████  | 26986/33666 [15:59<03:57, 28.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1737/8416 [00:13<00:53, 124.34it/s]
    Epoch 1:  80%|████████  | 26987/33666 [15:59<03:57, 28.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1738/8416 [00:13<00:53, 124.34it/s]
    Epoch 1:  80%|████████  | 26988/33666 [15:59<03:57, 28.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1739/8416 [00:13<00:53, 124.34it/s]
    Epoch 1:  80%|████████  | 26989/33666 [15:59<03:57, 28.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1740/8416 [00:13<00:53, 124.34it/s]
    Epoch 1:  80%|████████  | 26990/33666 [15:59<03:57, 28.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1741/8416 [00:14<00:53, 124.34it/s]
    Epoch 1:  80%|████████  | 26991/33666 [15:59<03:57, 28.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1742/8416 [00:14<00:53, 124.34it/s]
    Epoch 1:  80%|████████  | 26992/33666 [15:59<03:57, 28.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1743/8416 [00:14<00:53, 124.34it/s]
    Epoch 1:  80%|████████  | 26993/33666 [15:59<03:57, 28.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1744/8416 [00:14<00:53, 124.35it/s]
    Epoch 1:  80%|████████  | 26994/33666 [15:59<03:57, 28.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1745/8416 [00:14<00:53, 124.35it/s]
    Epoch 1:  80%|████████  | 26995/33666 [15:59<03:57, 28.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1746/8416 [00:14<00:53, 124.35it/s]
    Epoch 1:  80%|████████  | 26996/33666 [15:59<03:57, 28.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1747/8416 [00:14<00:53, 124.35it/s]
    Epoch 1:  80%|████████  | 26997/33666 [15:59<03:57, 28.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1748/8416 [00:14<00:53, 124.35it/s]
    Epoch 1:  80%|████████  | 26998/33666 [15:59<03:57, 28.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1749/8416 [00:14<00:53, 124.35it/s]
    Epoch 1:  80%|████████  | 26999/33666 [15:59<03:57, 28.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1750/8416 [00:14<00:53, 124.35it/s]
    Epoch 1:  80%|████████  | 27000/33666 [15:59<03:56, 28.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1751/8416 [00:14<00:53, 124.36it/s]
    Epoch 1:  80%|████████  | 27001/33666 [15:59<03:56, 28.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1752/8416 [00:14<00:53, 124.36it/s]
    Epoch 1:  80%|████████  | 27002/33666 [15:59<03:56, 28.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1753/8416 [00:14<00:53, 124.36it/s]
    Epoch 1:  80%|████████  | 27003/33666 [15:59<03:56, 28.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1754/8416 [00:14<00:53, 124.36it/s]
    Epoch 1:  80%|████████  | 27004/33666 [15:59<03:56, 28.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1755/8416 [00:14<00:53, 124.36it/s]
    Epoch 1:  80%|████████  | 27005/33666 [15:59<03:56, 28.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1756/8416 [00:14<00:53, 124.36it/s]
    Epoch 1:  80%|████████  | 27006/33666 [15:59<03:56, 28.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1757/8416 [00:14<00:53, 124.36it/s]
    Epoch 1:  80%|████████  | 27007/33666 [15:59<03:56, 28.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1758/8416 [00:14<00:53, 124.36it/s]
    Epoch 1:  80%|████████  | 27008/33666 [15:59<03:56, 28.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1759/8416 [00:14<00:53, 124.36it/s]
    Epoch 1:  80%|████████  | 27009/33666 [15:59<03:56, 28.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1760/8416 [00:14<00:53, 124.36it/s]
    Epoch 1:  80%|████████  | 27010/33666 [15:59<03:56, 28.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1761/8416 [00:14<00:53, 124.36it/s]
    Epoch 1:  80%|████████  | 27011/33666 [15:59<03:56, 28.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1762/8416 [00:14<00:53, 124.36it/s]
    Epoch 1:  80%|████████  | 27012/33666 [16:00<03:56, 28.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1763/8416 [00:14<00:53, 124.37it/s]
    Epoch 1:  80%|████████  | 27013/33666 [16:00<03:56, 28.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1764/8416 [00:14<00:53, 124.37it/s]
    Epoch 1:  80%|████████  | 27014/33666 [16:00<03:56, 28.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1765/8416 [00:14<00:53, 124.37it/s]
    Epoch 1:  80%|████████  | 27015/33666 [16:00<03:56, 28.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1766/8416 [00:14<00:53, 124.37it/s]
    Epoch 1:  80%|████████  | 27016/33666 [16:00<03:56, 28.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1767/8416 [00:14<00:53, 124.37it/s]
    Epoch 1:  80%|████████  | 27017/33666 [16:00<03:56, 28.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1768/8416 [00:14<00:53, 124.37it/s]
    Epoch 1:  80%|████████  | 27018/33666 [16:00<03:56, 28.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1769/8416 [00:14<00:53, 124.37it/s]
    Epoch 1:  80%|████████  | 27019/33666 [16:00<03:56, 28.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1770/8416 [00:14<00:53, 124.37it/s]
    Epoch 1:  80%|████████  | 27020/33666 [16:00<03:56, 28.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1771/8416 [00:14<00:53, 124.37it/s]
    Epoch 1:  80%|████████  | 27021/33666 [16:00<03:56, 28.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1772/8416 [00:14<00:53, 124.37it/s]
    Epoch 1:  80%|████████  | 27022/33666 [16:00<03:56, 28.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1773/8416 [00:14<00:53, 124.37it/s]
    Epoch 1:  80%|████████  | 27023/33666 [16:00<03:56, 28.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1774/8416 [00:14<00:53, 124.38it/s]
    Epoch 1:  80%|████████  | 27024/33666 [16:00<03:55, 28.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1775/8416 [00:14<00:53, 124.38it/s]
    Epoch 1:  80%|████████  | 27025/33666 [16:00<03:55, 28.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1776/8416 [00:14<00:53, 124.38it/s]
    Epoch 1:  80%|████████  | 27026/33666 [16:00<03:55, 28.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1777/8416 [00:14<00:53, 124.38it/s]
    Epoch 1:  80%|████████  | 27027/33666 [16:00<03:55, 28.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1778/8416 [00:14<00:53, 124.38it/s]
    Epoch 1:  80%|████████  | 27028/33666 [16:00<03:55, 28.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1779/8416 [00:14<00:53, 124.38it/s]
    Epoch 1:  80%|████████  | 27029/33666 [16:00<03:55, 28.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1780/8416 [00:14<00:53, 124.38it/s]
    Epoch 1:  80%|████████  | 27030/33666 [16:00<03:55, 28.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1781/8416 [00:14<00:53, 124.38it/s]
    Epoch 1:  80%|████████  | 27031/33666 [16:00<03:55, 28.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1782/8416 [00:14<00:53, 124.38it/s]
    Epoch 1:  80%|████████  | 27032/33666 [16:00<03:55, 28.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1783/8416 [00:14<00:53, 124.38it/s]
    Epoch 1:  80%|████████  | 27033/33666 [16:00<03:55, 28.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1784/8416 [00:14<00:53, 124.39it/s]
    Epoch 1:  80%|████████  | 27034/33666 [16:00<03:55, 28.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1785/8416 [00:14<00:53, 124.39it/s]
    Epoch 1:  80%|████████  | 27035/33666 [16:00<03:55, 28.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1786/8416 [00:14<00:53, 124.39it/s]
    Epoch 1:  80%|████████  | 27036/33666 [16:00<03:55, 28.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1787/8416 [00:14<00:53, 124.39it/s]
    Epoch 1:  80%|████████  | 27037/33666 [16:00<03:55, 28.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██        | 1788/8416 [00:14<00:53, 124.39it/s]
    Epoch 1:  80%|████████  | 27038/33666 [16:00<03:55, 28.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1789/8416 [00:14<00:53, 124.39it/s]
    Epoch 1:  80%|████████  | 27039/33666 [16:00<03:55, 28.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1790/8416 [00:14<00:53, 124.39it/s]
    Epoch 1:  80%|████████  | 27040/33666 [16:00<03:55, 28.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1791/8416 [00:14<00:53, 124.39it/s]
    Epoch 1:  80%|████████  | 27041/33666 [16:00<03:55, 28.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1792/8416 [00:14<00:53, 124.39it/s]
    Epoch 1:  80%|████████  | 27042/33666 [16:00<03:55, 28.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1793/8416 [00:14<00:53, 124.39it/s]
    Epoch 1:  80%|████████  | 27043/33666 [16:00<03:55, 28.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1794/8416 [00:14<00:53, 124.39it/s]
    Epoch 1:  80%|████████  | 27044/33666 [16:00<03:55, 28.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1795/8416 [00:14<00:53, 124.40it/s]
    Epoch 1:  80%|████████  | 27045/33666 [16:00<03:55, 28.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1796/8416 [00:14<00:53, 124.39it/s]
    Epoch 1:  80%|████████  | 27046/33666 [16:00<03:55, 28.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1797/8416 [00:14<00:53, 124.39it/s]
    Epoch 1:  80%|████████  | 27047/33666 [16:00<03:55, 28.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1798/8416 [00:14<00:53, 124.39it/s]
    Epoch 1:  80%|████████  | 27048/33666 [16:00<03:54, 28.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1799/8416 [00:14<00:53, 124.39it/s]
    Epoch 1:  80%|████████  | 27049/33666 [16:00<03:54, 28.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1800/8416 [00:14<00:53, 124.39it/s]
    Epoch 1:  80%|████████  | 27050/33666 [16:00<03:54, 28.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1801/8416 [00:14<00:53, 124.39it/s]
    Epoch 1:  80%|████████  | 27051/33666 [16:00<03:54, 28.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1802/8416 [00:14<00:53, 124.40it/s]
    Epoch 1:  80%|████████  | 27052/33666 [16:00<03:54, 28.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1803/8416 [00:14<00:53, 124.40it/s]
    Epoch 1:  80%|████████  | 27053/33666 [16:00<03:54, 28.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1804/8416 [00:14<00:53, 124.40it/s]
    Epoch 1:  80%|████████  | 27054/33666 [16:00<03:54, 28.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1805/8416 [00:14<00:53, 124.40it/s]
    Epoch 1:  80%|████████  | 27055/33666 [16:00<03:54, 28.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1806/8416 [00:14<00:53, 124.40it/s]
    Epoch 1:  80%|████████  | 27056/33666 [16:00<03:54, 28.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1807/8416 [00:14<00:53, 124.40it/s]
    Epoch 1:  80%|████████  | 27057/33666 [16:00<03:54, 28.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1808/8416 [00:14<00:53, 124.40it/s]
    Epoch 1:  80%|████████  | 27058/33666 [16:00<03:54, 28.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1809/8416 [00:14<00:53, 124.40it/s]
    Epoch 1:  80%|████████  | 27059/33666 [16:00<03:54, 28.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1810/8416 [00:14<00:53, 124.41it/s]
    Epoch 1:  80%|████████  | 27060/33666 [16:00<03:54, 28.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1811/8416 [00:14<00:53, 124.41it/s]
    Epoch 1:  80%|████████  | 27061/33666 [16:00<03:54, 28.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1812/8416 [00:14<00:53, 124.41it/s]
    Epoch 1:  80%|████████  | 27062/33666 [16:00<03:54, 28.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1813/8416 [00:14<00:53, 124.41it/s]
    Epoch 1:  80%|████████  | 27063/33666 [16:00<03:54, 28.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1814/8416 [00:14<00:53, 124.41it/s]
    Epoch 1:  80%|████████  | 27064/33666 [16:00<03:54, 28.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1815/8416 [00:14<00:53, 124.41it/s]
    Epoch 1:  80%|████████  | 27065/33666 [16:00<03:54, 28.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1816/8416 [00:14<00:53, 124.41it/s]
    Epoch 1:  80%|████████  | 27066/33666 [16:00<03:54, 28.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1817/8416 [00:14<00:53, 124.41it/s]
    Epoch 1:  80%|████████  | 27067/33666 [16:00<03:54, 28.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1818/8416 [00:14<00:53, 124.41it/s]
    Epoch 1:  80%|████████  | 27068/33666 [16:00<03:54, 28.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1819/8416 [00:14<00:53, 124.41it/s]
    Epoch 1:  80%|████████  | 27069/33666 [16:00<03:54, 28.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1820/8416 [00:14<00:53, 124.41it/s]
    Epoch 1:  80%|████████  | 27070/33666 [16:00<03:54, 28.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1821/8416 [00:14<00:53, 124.42it/s]
    Epoch 1:  80%|████████  | 27071/33666 [16:00<03:53, 28.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1822/8416 [00:14<00:52, 124.42it/s]
    Epoch 1:  80%|████████  | 27072/33666 [16:00<03:53, 28.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1823/8416 [00:14<00:52, 124.42it/s]
    Epoch 1:  80%|████████  | 27073/33666 [16:00<03:53, 28.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1824/8416 [00:14<00:52, 124.42it/s]
    Epoch 1:  80%|████████  | 27074/33666 [16:00<03:53, 28.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1825/8416 [00:14<00:52, 124.42it/s]
    Epoch 1:  80%|████████  | 27075/33666 [16:00<03:53, 28.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1826/8416 [00:14<00:52, 124.42it/s]
    Epoch 1:  80%|████████  | 27076/33666 [16:00<03:53, 28.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1827/8416 [00:14<00:52, 124.42it/s]
    Epoch 1:  80%|████████  | 27077/33666 [16:00<03:53, 28.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1828/8416 [00:14<00:52, 124.42it/s]
    Epoch 1:  80%|████████  | 27078/33666 [16:00<03:53, 28.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1829/8416 [00:14<00:52, 124.42it/s]
    Epoch 1:  80%|████████  | 27079/33666 [16:00<03:53, 28.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1830/8416 [00:14<00:52, 124.42it/s]
    Epoch 1:  80%|████████  | 27080/33666 [16:00<03:53, 28.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1831/8416 [00:14<00:52, 124.42it/s]
    Epoch 1:  80%|████████  | 27081/33666 [16:00<03:53, 28.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1832/8416 [00:14<00:52, 124.42it/s]
    Epoch 1:  80%|████████  | 27082/33666 [16:00<03:53, 28.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1833/8416 [00:14<00:52, 124.42it/s]
    Epoch 1:  80%|████████  | 27083/33666 [16:00<03:53, 28.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1834/8416 [00:14<00:52, 124.43it/s]
    Epoch 1:  80%|████████  | 27084/33666 [16:00<03:53, 28.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1835/8416 [00:14<00:52, 124.39it/s]
    Epoch 1:  80%|████████  | 27085/33666 [16:00<03:53, 28.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1836/8416 [00:14<00:52, 124.38it/s]
    Epoch 1:  80%|████████  | 27086/33666 [16:00<03:53, 28.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1837/8416 [00:14<00:52, 124.39it/s]
    Epoch 1:  80%|████████  | 27087/33666 [16:00<03:53, 28.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1838/8416 [00:14<00:52, 124.39it/s]
    Epoch 1:  80%|████████  | 27088/33666 [16:00<03:53, 28.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1839/8416 [00:14<00:52, 124.39it/s]
    Epoch 1:  80%|████████  | 27089/33666 [16:00<03:53, 28.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1840/8416 [00:14<00:52, 124.39it/s]
    Epoch 1:  80%|████████  | 27090/33666 [16:00<03:53, 28.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1841/8416 [00:14<00:52, 124.39it/s]
    Epoch 1:  80%|████████  | 27091/33666 [16:00<03:53, 28.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1842/8416 [00:14<00:52, 124.38it/s]
    Epoch 1:  80%|████████  | 27092/33666 [16:00<03:53, 28.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1843/8416 [00:14<00:52, 124.38it/s]
    Epoch 1:  80%|████████  | 27093/33666 [16:00<03:53, 28.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1844/8416 [00:14<00:52, 124.38it/s]
    Epoch 1:  80%|████████  | 27094/33666 [16:00<03:53, 28.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1845/8416 [00:14<00:52, 124.38it/s]
    Epoch 1:  80%|████████  | 27095/33666 [16:00<03:52, 28.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1846/8416 [00:14<00:52, 124.38it/s]
    Epoch 1:  80%|████████  | 27096/33666 [16:00<03:52, 28.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1847/8416 [00:14<00:52, 124.38it/s]
    Epoch 1:  80%|████████  | 27097/33666 [16:00<03:52, 28.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1848/8416 [00:14<00:52, 124.37it/s]
    Epoch 1:  80%|████████  | 27098/33666 [16:00<03:52, 28.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1849/8416 [00:14<00:52, 124.37it/s]
    Epoch 1:  80%|████████  | 27099/33666 [16:00<03:52, 28.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1850/8416 [00:14<00:52, 124.37it/s]
    Epoch 1:  80%|████████  | 27100/33666 [16:00<03:52, 28.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1851/8416 [00:14<00:52, 124.37it/s]
    Epoch 1:  80%|████████  | 27101/33666 [16:00<03:52, 28.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1852/8416 [00:14<00:52, 124.37it/s]
    Epoch 1:  81%|████████  | 27102/33666 [16:00<03:52, 28.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1853/8416 [00:14<00:52, 124.36it/s]
    Epoch 1:  81%|████████  | 27103/33666 [16:00<03:52, 28.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1854/8416 [00:14<00:52, 124.36it/s]
    Epoch 1:  81%|████████  | 27104/33666 [16:00<03:52, 28.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1855/8416 [00:14<00:52, 124.36it/s]
    Epoch 1:  81%|████████  | 27105/33666 [16:00<03:52, 28.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1856/8416 [00:14<00:52, 124.36it/s]
    Epoch 1:  81%|████████  | 27106/33666 [16:00<03:52, 28.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1857/8416 [00:14<00:52, 124.36it/s]
    Epoch 1:  81%|████████  | 27107/33666 [16:00<03:52, 28.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1858/8416 [00:14<00:52, 124.33it/s]
    Epoch 1:  81%|████████  | 27108/33666 [16:00<03:52, 28.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1859/8416 [00:14<00:52, 124.33it/s]
    Epoch 1:  81%|████████  | 27109/33666 [16:00<03:52, 28.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1860/8416 [00:14<00:52, 124.32it/s]
    Epoch 1:  81%|████████  | 27110/33666 [16:00<03:52, 28.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1861/8416 [00:14<00:52, 124.33it/s]
    Epoch 1:  81%|████████  | 27111/33666 [16:00<03:52, 28.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1862/8416 [00:14<00:52, 124.33it/s]
    Epoch 1:  81%|████████  | 27112/33666 [16:00<03:52, 28.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1863/8416 [00:14<00:52, 124.33it/s]
    Epoch 1:  81%|████████  | 27113/33666 [16:00<03:52, 28.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1864/8416 [00:14<00:52, 124.33it/s]
    Epoch 1:  81%|████████  | 27114/33666 [16:00<03:52, 28.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1865/8416 [00:15<00:52, 124.33it/s]
    Epoch 1:  81%|████████  | 27115/33666 [16:00<03:52, 28.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1866/8416 [00:15<00:52, 124.33it/s]
    Epoch 1:  81%|████████  | 27116/33666 [16:00<03:52, 28.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1867/8416 [00:15<00:52, 124.33it/s]
    Epoch 1:  81%|████████  | 27117/33666 [16:00<03:52, 28.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1868/8416 [00:15<00:52, 124.34it/s]
    Epoch 1:  81%|████████  | 27118/33666 [16:00<03:52, 28.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1869/8416 [00:15<00:52, 124.34it/s]
    Epoch 1:  81%|████████  | 27119/33666 [16:00<03:51, 28.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1870/8416 [00:15<00:52, 124.34it/s]
    Epoch 1:  81%|████████  | 27120/33666 [16:00<03:51, 28.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1871/8416 [00:15<00:52, 124.34it/s]
    Epoch 1:  81%|████████  | 27121/33666 [16:00<03:51, 28.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1872/8416 [00:15<00:52, 124.34it/s]
    Epoch 1:  81%|████████  | 27122/33666 [16:00<03:51, 28.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1873/8416 [00:15<00:52, 124.34it/s]
    Epoch 1:  81%|████████  | 27123/33666 [16:00<03:51, 28.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1874/8416 [00:15<00:52, 124.34it/s]
    Epoch 1:  81%|████████  | 27124/33666 [16:00<03:51, 28.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1875/8416 [00:15<00:52, 124.30it/s]
    Epoch 1:  81%|████████  | 27125/33666 [16:00<03:51, 28.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1876/8416 [00:15<00:52, 124.30it/s]
    Epoch 1:  81%|████████  | 27126/33666 [16:00<03:51, 28.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1877/8416 [00:15<00:52, 124.31it/s]
    Epoch 1:  81%|████████  | 27127/33666 [16:00<03:51, 28.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1878/8416 [00:15<00:52, 124.31it/s]
    Epoch 1:  81%|████████  | 27128/33666 [16:00<03:51, 28.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1879/8416 [00:15<00:52, 124.31it/s]
    Epoch 1:  81%|████████  | 27129/33666 [16:00<03:51, 28.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1880/8416 [00:15<00:52, 124.31it/s]
    Epoch 1:  81%|████████  | 27130/33666 [16:00<03:51, 28.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1881/8416 [00:15<00:52, 124.31it/s]
    Epoch 1:  81%|████████  | 27131/33666 [16:00<03:51, 28.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1882/8416 [00:15<00:52, 124.31it/s]
    Epoch 1:  81%|████████  | 27132/33666 [16:00<03:51, 28.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1883/8416 [00:15<00:52, 124.31it/s]
    Epoch 1:  81%|████████  | 27133/33666 [16:00<03:51, 28.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1884/8416 [00:15<00:52, 124.31it/s]
    Epoch 1:  81%|████████  | 27134/33666 [16:00<03:51, 28.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1885/8416 [00:15<00:52, 124.30it/s]
    Epoch 1:  81%|████████  | 27135/33666 [16:01<03:51, 28.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1886/8416 [00:15<00:52, 124.31it/s]
    Epoch 1:  81%|████████  | 27136/33666 [16:01<03:51, 28.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1887/8416 [00:15<00:52, 124.31it/s]
    Epoch 1:  81%|████████  | 27137/33666 [16:01<03:51, 28.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1888/8416 [00:15<00:52, 124.31it/s]
    Epoch 1:  81%|████████  | 27138/33666 [16:01<03:51, 28.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1889/8416 [00:15<00:52, 124.31it/s]
    Epoch 1:  81%|████████  | 27139/33666 [16:01<03:51, 28.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1890/8416 [00:15<00:52, 124.31it/s]
    Epoch 1:  81%|████████  | 27140/33666 [16:01<03:51, 28.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1891/8416 [00:15<00:52, 124.30it/s]
    Epoch 1:  81%|████████  | 27141/33666 [16:01<03:51, 28.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1892/8416 [00:15<00:52, 124.30it/s]
    Epoch 1:  81%|████████  | 27142/33666 [16:01<03:51, 28.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1893/8416 [00:15<00:52, 124.30it/s]
    Epoch 1:  81%|████████  | 27143/33666 [16:01<03:50, 28.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1894/8416 [00:15<00:52, 124.30it/s]
    Epoch 1:  81%|████████  | 27144/33666 [16:01<03:50, 28.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1895/8416 [00:15<00:52, 124.30it/s]
    Epoch 1:  81%|████████  | 27145/33666 [16:01<03:50, 28.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1896/8416 [00:15<00:52, 124.30it/s]
    Epoch 1:  81%|████████  | 27146/33666 [16:01<03:50, 28.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1897/8416 [00:15<00:52, 124.30it/s]
    Epoch 1:  81%|████████  | 27147/33666 [16:01<03:50, 28.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1898/8416 [00:15<00:52, 124.30it/s]
    Epoch 1:  81%|████████  | 27148/33666 [16:01<03:50, 28.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1899/8416 [00:15<00:52, 124.30it/s]
    Epoch 1:  81%|████████  | 27149/33666 [16:01<03:50, 28.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1900/8416 [00:15<00:52, 124.30it/s]
    Epoch 1:  81%|████████  | 27150/33666 [16:01<03:50, 28.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1901/8416 [00:15<00:52, 124.30it/s]
    Epoch 1:  81%|████████  | 27151/33666 [16:01<03:50, 28.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1902/8416 [00:15<00:52, 124.30it/s]
    Epoch 1:  81%|████████  | 27152/33666 [16:01<03:50, 28.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1903/8416 [00:15<00:52, 124.30it/s]
    Epoch 1:  81%|████████  | 27153/33666 [16:01<03:50, 28.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1904/8416 [00:15<00:52, 124.28it/s]
    Epoch 1:  81%|████████  | 27154/33666 [16:01<03:50, 28.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1905/8416 [00:15<00:52, 124.28it/s]
    Epoch 1:  81%|████████  | 27155/33666 [16:01<03:50, 28.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1906/8416 [00:15<00:52, 124.28it/s]
    Epoch 1:  81%|████████  | 27156/33666 [16:01<03:50, 28.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1907/8416 [00:15<00:52, 124.28it/s]
    Epoch 1:  81%|████████  | 27157/33666 [16:01<03:50, 28.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1908/8416 [00:15<00:52, 124.28it/s]
    Epoch 1:  81%|████████  | 27158/33666 [16:01<03:50, 28.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1909/8416 [00:15<00:52, 124.28it/s]
    Epoch 1:  81%|████████  | 27159/33666 [16:01<03:50, 28.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1910/8416 [00:15<00:52, 124.28it/s]
    Epoch 1:  81%|████████  | 27160/33666 [16:01<03:50, 28.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1911/8416 [00:15<00:52, 124.28it/s]
    Epoch 1:  81%|████████  | 27161/33666 [16:01<03:50, 28.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1912/8416 [00:15<00:52, 124.28it/s]
    Epoch 1:  81%|████████  | 27162/33666 [16:01<03:50, 28.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1913/8416 [00:15<00:52, 124.28it/s]
    Epoch 1:  81%|████████  | 27163/33666 [16:01<03:50, 28.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1914/8416 [00:15<00:52, 124.28it/s]
    Epoch 1:  81%|████████  | 27164/33666 [16:01<03:50, 28.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1915/8416 [00:15<00:52, 124.28it/s]
    Epoch 1:  81%|████████  | 27165/33666 [16:01<03:50, 28.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1916/8416 [00:15<00:52, 124.28it/s]
    Epoch 1:  81%|████████  | 27166/33666 [16:01<03:49, 28.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1917/8416 [00:15<00:52, 124.28it/s]
    Epoch 1:  81%|████████  | 27167/33666 [16:01<03:49, 28.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1918/8416 [00:15<00:52, 124.29it/s]
    Epoch 1:  81%|████████  | 27168/33666 [16:01<03:49, 28.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1919/8416 [00:15<00:52, 124.29it/s]
    Epoch 1:  81%|████████  | 27169/33666 [16:01<03:49, 28.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1920/8416 [00:15<00:52, 124.29it/s]
    Epoch 1:  81%|████████  | 27170/33666 [16:01<03:49, 28.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1921/8416 [00:15<00:52, 124.29it/s]
    Epoch 1:  81%|████████  | 27171/33666 [16:01<03:49, 28.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1922/8416 [00:15<00:52, 124.29it/s]
    Epoch 1:  81%|████████  | 27172/33666 [16:01<03:49, 28.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1923/8416 [00:15<00:52, 124.29it/s]
    Epoch 1:  81%|████████  | 27173/33666 [16:01<03:49, 28.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1924/8416 [00:15<00:52, 124.28it/s]
    Epoch 1:  81%|████████  | 27174/33666 [16:01<03:49, 28.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1925/8416 [00:15<00:52, 124.28it/s]
    Epoch 1:  81%|████████  | 27175/33666 [16:01<03:49, 28.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1926/8416 [00:15<00:52, 124.29it/s]
    Epoch 1:  81%|████████  | 27176/33666 [16:01<03:49, 28.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1927/8416 [00:15<00:52, 124.29it/s]
    Epoch 1:  81%|████████  | 27177/33666 [16:01<03:49, 28.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1928/8416 [00:15<00:52, 124.29it/s]
    Epoch 1:  81%|████████  | 27178/33666 [16:01<03:49, 28.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1929/8416 [00:15<00:52, 124.29it/s]
    Epoch 1:  81%|████████  | 27179/33666 [16:01<03:49, 28.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1930/8416 [00:15<00:52, 124.29it/s]
    Epoch 1:  81%|████████  | 27180/33666 [16:01<03:49, 28.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1931/8416 [00:15<00:52, 124.29it/s]
    Epoch 1:  81%|████████  | 27181/33666 [16:01<03:49, 28.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1932/8416 [00:15<00:52, 124.29it/s]
    Epoch 1:  81%|████████  | 27182/33666 [16:01<03:49, 28.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1933/8416 [00:15<00:52, 124.29it/s]
    Epoch 1:  81%|████████  | 27183/33666 [16:01<03:49, 28.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1934/8416 [00:15<00:52, 124.30it/s]
    Epoch 1:  81%|████████  | 27184/33666 [16:01<03:49, 28.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1935/8416 [00:15<00:52, 124.30it/s]
    Epoch 1:  81%|████████  | 27185/33666 [16:01<03:49, 28.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1936/8416 [00:15<00:52, 124.30it/s]
    Epoch 1:  81%|████████  | 27186/33666 [16:01<03:49, 28.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1937/8416 [00:15<00:52, 124.30it/s]
    Epoch 1:  81%|████████  | 27187/33666 [16:01<03:49, 28.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1938/8416 [00:15<00:52, 124.30it/s]
    Epoch 1:  81%|████████  | 27188/33666 [16:01<03:49, 28.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1939/8416 [00:15<00:52, 124.30it/s]
    Epoch 1:  81%|████████  | 27189/33666 [16:01<03:49, 28.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1940/8416 [00:15<00:52, 124.30it/s]
    Epoch 1:  81%|████████  | 27190/33666 [16:01<03:48, 28.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1941/8416 [00:15<00:52, 124.30it/s]
    Epoch 1:  81%|████████  | 27191/33666 [16:01<03:48, 28.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1942/8416 [00:15<00:52, 124.31it/s]
    Epoch 1:  81%|████████  | 27192/33666 [16:01<03:48, 28.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1943/8416 [00:15<00:52, 124.30it/s]
    Epoch 1:  81%|████████  | 27193/33666 [16:01<03:48, 28.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1944/8416 [00:15<00:52, 124.30it/s]
    Epoch 1:  81%|████████  | 27194/33666 [16:01<03:48, 28.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1945/8416 [00:15<00:52, 124.30it/s]
    Epoch 1:  81%|████████  | 27195/33666 [16:01<03:48, 28.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1946/8416 [00:15<00:52, 124.30it/s]
    Epoch 1:  81%|████████  | 27196/33666 [16:01<03:48, 28.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1947/8416 [00:15<00:52, 124.30it/s]
    Epoch 1:  81%|████████  | 27197/33666 [16:01<03:48, 28.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1948/8416 [00:15<00:52, 124.30it/s]
    Epoch 1:  81%|████████  | 27198/33666 [16:01<03:48, 28.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1949/8416 [00:15<00:52, 124.30it/s]
    Epoch 1:  81%|████████  | 27199/33666 [16:01<03:48, 28.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1950/8416 [00:15<00:52, 124.30it/s]
    Epoch 1:  81%|████████  | 27200/33666 [16:01<03:48, 28.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1951/8416 [00:15<00:52, 124.30it/s]
    Epoch 1:  81%|████████  | 27201/33666 [16:01<03:48, 28.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1952/8416 [00:15<00:52, 124.30it/s]
    Epoch 1:  81%|████████  | 27202/33666 [16:01<03:48, 28.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1953/8416 [00:15<00:51, 124.30it/s]
    Epoch 1:  81%|████████  | 27203/33666 [16:01<03:48, 28.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1954/8416 [00:15<00:51, 124.29it/s]
    Epoch 1:  81%|████████  | 27204/33666 [16:01<03:48, 28.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1955/8416 [00:15<00:51, 124.30it/s]
    Epoch 1:  81%|████████  | 27205/33666 [16:01<03:48, 28.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1956/8416 [00:15<00:51, 124.30it/s]
    Epoch 1:  81%|████████  | 27206/33666 [16:01<03:48, 28.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1957/8416 [00:15<00:51, 124.30it/s]
    Epoch 1:  81%|████████  | 27207/33666 [16:01<03:48, 28.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1958/8416 [00:15<00:51, 124.30it/s]
    Epoch 1:  81%|████████  | 27208/33666 [16:01<03:48, 28.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1959/8416 [00:15<00:51, 124.30it/s]
    Epoch 1:  81%|████████  | 27209/33666 [16:01<03:48, 28.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1960/8416 [00:15<00:51, 124.30it/s]
    Epoch 1:  81%|████████  | 27210/33666 [16:01<03:48, 28.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1961/8416 [00:15<00:51, 124.30it/s]
    Epoch 1:  81%|████████  | 27211/33666 [16:01<03:48, 28.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1962/8416 [00:15<00:51, 124.30it/s]
    Epoch 1:  81%|████████  | 27212/33666 [16:01<03:48, 28.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1963/8416 [00:15<00:51, 124.30it/s]
    Epoch 1:  81%|████████  | 27213/33666 [16:01<03:48, 28.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1964/8416 [00:15<00:51, 124.30it/s]
    Epoch 1:  81%|████████  | 27214/33666 [16:01<03:47, 28.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1965/8416 [00:15<00:51, 124.30it/s]
    Epoch 1:  81%|████████  | 27215/33666 [16:01<03:47, 28.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1966/8416 [00:15<00:51, 124.30it/s]
    Epoch 1:  81%|████████  | 27216/33666 [16:01<03:47, 28.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1967/8416 [00:15<00:51, 124.29it/s]
    Epoch 1:  81%|████████  | 27217/33666 [16:01<03:47, 28.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1968/8416 [00:15<00:51, 124.29it/s]
    Epoch 1:  81%|████████  | 27218/33666 [16:01<03:47, 28.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1969/8416 [00:15<00:51, 124.29it/s]
    Epoch 1:  81%|████████  | 27219/33666 [16:01<03:47, 28.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1970/8416 [00:15<00:51, 124.29it/s]
    Epoch 1:  81%|████████  | 27220/33666 [16:01<03:47, 28.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1971/8416 [00:15<00:51, 124.28it/s]
    Epoch 1:  81%|████████  | 27221/33666 [16:01<03:47, 28.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1972/8416 [00:15<00:51, 124.28it/s]
    Epoch 1:  81%|████████  | 27222/33666 [16:01<03:47, 28.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1973/8416 [00:15<00:51, 124.28it/s]
    Epoch 1:  81%|████████  | 27223/33666 [16:01<03:47, 28.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1974/8416 [00:15<00:51, 124.28it/s]
    Epoch 1:  81%|████████  | 27224/33666 [16:01<03:47, 28.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1975/8416 [00:15<00:51, 124.28it/s]
    Epoch 1:  81%|████████  | 27225/33666 [16:01<03:47, 28.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1976/8416 [00:15<00:51, 124.28it/s]
    Epoch 1:  81%|████████  | 27226/33666 [16:01<03:47, 28.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1977/8416 [00:15<00:51, 124.28it/s]
    Epoch 1:  81%|████████  | 27227/33666 [16:01<03:47, 28.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1978/8416 [00:15<00:51, 124.28it/s]
    Epoch 1:  81%|████████  | 27228/33666 [16:01<03:47, 28.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1979/8416 [00:15<00:51, 124.28it/s]
    Epoch 1:  81%|████████  | 27229/33666 [16:01<03:47, 28.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1980/8416 [00:15<00:51, 124.28it/s]
    Epoch 1:  81%|████████  | 27230/33666 [16:01<03:47, 28.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1981/8416 [00:15<00:51, 124.28it/s]
    Epoch 1:  81%|████████  | 27231/33666 [16:01<03:47, 28.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1982/8416 [00:15<00:51, 124.28it/s]
    Epoch 1:  81%|████████  | 27232/33666 [16:01<03:47, 28.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1983/8416 [00:15<00:51, 124.28it/s]
    Epoch 1:  81%|████████  | 27233/33666 [16:01<03:47, 28.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1984/8416 [00:15<00:51, 124.28it/s]
    Epoch 1:  81%|████████  | 27234/33666 [16:01<03:47, 28.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1985/8416 [00:15<00:51, 124.28it/s]
    Epoch 1:  81%|████████  | 27235/33666 [16:01<03:47, 28.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1986/8416 [00:15<00:51, 124.28it/s]
    Epoch 1:  81%|████████  | 27236/33666 [16:01<03:47, 28.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1987/8416 [00:15<00:51, 124.28it/s]
    Epoch 1:  81%|████████  | 27237/33666 [16:01<03:47, 28.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1988/8416 [00:16<00:51, 124.22it/s]
    Epoch 1:  81%|████████  | 27238/33666 [16:01<03:46, 28.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1989/8416 [00:16<00:51, 124.22it/s]
    Epoch 1:  81%|████████  | 27239/33666 [16:01<03:46, 28.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1990/8416 [00:16<00:51, 124.22it/s]
    Epoch 1:  81%|████████  | 27240/33666 [16:01<03:46, 28.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1991/8416 [00:16<00:51, 124.22it/s]
    Epoch 1:  81%|████████  | 27241/33666 [16:01<03:46, 28.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1992/8416 [00:16<00:51, 124.22it/s]
    Epoch 1:  81%|████████  | 27242/33666 [16:01<03:46, 28.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1993/8416 [00:16<00:51, 124.22it/s]
    Epoch 1:  81%|████████  | 27243/33666 [16:01<03:46, 28.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1994/8416 [00:16<00:51, 124.22it/s]
    Epoch 1:  81%|████████  | 27244/33666 [16:01<03:46, 28.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1995/8416 [00:16<00:51, 124.22it/s]
    Epoch 1:  81%|████████  | 27245/33666 [16:01<03:46, 28.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1996/8416 [00:16<00:51, 124.22it/s]
    Epoch 1:  81%|████████  | 27246/33666 [16:01<03:46, 28.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1997/8416 [00:16<00:51, 124.22it/s]
    Epoch 1:  81%|████████  | 27247/33666 [16:01<03:46, 28.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1998/8416 [00:16<00:51, 124.22it/s]
    Epoch 1:  81%|████████  | 27248/33666 [16:01<03:46, 28.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 1999/8416 [00:16<00:51, 124.22it/s]
    Epoch 1:  81%|████████  | 27249/33666 [16:01<03:46, 28.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2000/8416 [00:16<00:51, 124.22it/s]
    Epoch 1:  81%|████████  | 27250/33666 [16:01<03:46, 28.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2001/8416 [00:16<00:51, 124.21it/s]
    Epoch 1:  81%|████████  | 27251/33666 [16:01<03:46, 28.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2002/8416 [00:16<00:51, 124.21it/s]
    Epoch 1:  81%|████████  | 27252/33666 [16:01<03:46, 28.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2003/8416 [00:16<00:51, 124.21it/s]
    Epoch 1:  81%|████████  | 27253/33666 [16:01<03:46, 28.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2004/8416 [00:16<00:51, 124.21it/s]
    Epoch 1:  81%|████████  | 27254/33666 [16:01<03:46, 28.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2005/8416 [00:16<00:51, 124.21it/s]
    Epoch 1:  81%|████████  | 27255/33666 [16:01<03:46, 28.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2006/8416 [00:16<00:51, 124.21it/s]
    Epoch 1:  81%|████████  | 27256/33666 [16:01<03:46, 28.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2007/8416 [00:16<00:51, 124.21it/s]
    Epoch 1:  81%|████████  | 27257/33666 [16:01<03:46, 28.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2008/8416 [00:16<00:51, 124.21it/s]
    Epoch 1:  81%|████████  | 27258/33666 [16:02<03:46, 28.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2009/8416 [00:16<00:51, 124.21it/s]
    Epoch 1:  81%|████████  | 27259/33666 [16:02<03:46, 28.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2010/8416 [00:16<00:51, 124.21it/s]
    Epoch 1:  81%|████████  | 27260/33666 [16:02<03:46, 28.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2011/8416 [00:16<00:51, 124.21it/s]
    Epoch 1:  81%|████████  | 27261/33666 [16:02<03:46, 28.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2012/8416 [00:16<00:51, 124.21it/s]
    Epoch 1:  81%|████████  | 27262/33666 [16:02<03:45, 28.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2013/8416 [00:16<00:51, 124.20it/s]
    Epoch 1:  81%|████████  | 27263/33666 [16:02<03:45, 28.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2014/8416 [00:16<00:51, 124.20it/s]
    Epoch 1:  81%|████████  | 27264/33666 [16:02<03:45, 28.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2015/8416 [00:16<00:51, 124.20it/s]
    Epoch 1:  81%|████████  | 27265/33666 [16:02<03:45, 28.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2016/8416 [00:16<00:51, 124.20it/s]
    Epoch 1:  81%|████████  | 27266/33666 [16:02<03:45, 28.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2017/8416 [00:16<00:51, 124.20it/s]
    Epoch 1:  81%|████████  | 27267/33666 [16:02<03:45, 28.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2018/8416 [00:16<00:51, 124.20it/s]
    Epoch 1:  81%|████████  | 27268/33666 [16:02<03:45, 28.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2019/8416 [00:16<00:51, 124.20it/s]
    Epoch 1:  81%|████████  | 27269/33666 [16:02<03:45, 28.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2020/8416 [00:16<00:51, 124.20it/s]
    Epoch 1:  81%|████████  | 27270/33666 [16:02<03:45, 28.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2021/8416 [00:16<00:51, 124.20it/s]
    Epoch 1:  81%|████████  | 27271/33666 [16:02<03:45, 28.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2022/8416 [00:16<00:51, 124.19it/s]
    Epoch 1:  81%|████████  | 27272/33666 [16:02<03:45, 28.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2023/8416 [00:16<00:51, 124.19it/s]
    Epoch 1:  81%|████████  | 27273/33666 [16:02<03:45, 28.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2024/8416 [00:16<00:51, 124.19it/s]
    Epoch 1:  81%|████████  | 27274/33666 [16:02<03:45, 28.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2025/8416 [00:16<00:51, 124.19it/s]
    Epoch 1:  81%|████████  | 27275/33666 [16:02<03:45, 28.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2026/8416 [00:16<00:51, 124.19it/s]
    Epoch 1:  81%|████████  | 27276/33666 [16:02<03:45, 28.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2027/8416 [00:16<00:51, 124.19it/s]
    Epoch 1:  81%|████████  | 27277/33666 [16:02<03:45, 28.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2028/8416 [00:16<00:51, 124.19it/s]
    Epoch 1:  81%|████████  | 27278/33666 [16:02<03:45, 28.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2029/8416 [00:16<00:51, 124.18it/s]
    Epoch 1:  81%|████████  | 27279/33666 [16:02<03:45, 28.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2030/8416 [00:16<00:51, 124.18it/s]
    Epoch 1:  81%|████████  | 27280/33666 [16:02<03:45, 28.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2031/8416 [00:16<00:51, 124.18it/s]
    Epoch 1:  81%|████████  | 27281/33666 [16:02<03:45, 28.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2032/8416 [00:16<00:51, 124.18it/s]
    Epoch 1:  81%|████████  | 27282/33666 [16:02<03:45, 28.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2033/8416 [00:16<00:51, 124.18it/s]
    Epoch 1:  81%|████████  | 27283/33666 [16:02<03:45, 28.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2034/8416 [00:16<00:51, 124.18it/s]
    Epoch 1:  81%|████████  | 27284/33666 [16:02<03:45, 28.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2035/8416 [00:16<00:51, 124.18it/s]
    Epoch 1:  81%|████████  | 27285/33666 [16:02<03:45, 28.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2036/8416 [00:16<00:51, 124.18it/s]
    Epoch 1:  81%|████████  | 27286/33666 [16:02<03:44, 28.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2037/8416 [00:16<00:51, 124.18it/s]
    Epoch 1:  81%|████████  | 27287/33666 [16:02<03:44, 28.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2038/8416 [00:16<00:51, 124.18it/s]
    Epoch 1:  81%|████████  | 27288/33666 [16:02<03:44, 28.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2039/8416 [00:16<00:51, 124.18it/s]
    Epoch 1:  81%|████████  | 27289/33666 [16:02<03:44, 28.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2040/8416 [00:16<00:51, 124.18it/s]
    Epoch 1:  81%|████████  | 27290/33666 [16:02<03:44, 28.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2041/8416 [00:16<00:51, 124.18it/s]
    Epoch 1:  81%|████████  | 27291/33666 [16:02<03:44, 28.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2042/8416 [00:16<00:51, 124.17it/s]
    Epoch 1:  81%|████████  | 27292/33666 [16:02<03:44, 28.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2043/8416 [00:16<00:51, 124.17it/s]
    Epoch 1:  81%|████████  | 27293/33666 [16:02<03:44, 28.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2044/8416 [00:16<00:51, 124.17it/s]
    Epoch 1:  81%|████████  | 27294/33666 [16:02<03:44, 28.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2045/8416 [00:16<00:51, 124.17it/s]
    Epoch 1:  81%|████████  | 27295/33666 [16:02<03:44, 28.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2046/8416 [00:16<00:51, 124.17it/s]
    Epoch 1:  81%|████████  | 27296/33666 [16:02<03:44, 28.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2047/8416 [00:16<00:51, 124.17it/s]
    Epoch 1:  81%|████████  | 27297/33666 [16:02<03:44, 28.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2048/8416 [00:16<00:51, 124.17it/s]
    Epoch 1:  81%|████████  | 27298/33666 [16:02<03:44, 28.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2049/8416 [00:16<00:51, 124.17it/s]
    Epoch 1:  81%|████████  | 27299/33666 [16:02<03:44, 28.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2050/8416 [00:16<00:51, 124.17it/s]
    Epoch 1:  81%|████████  | 27300/33666 [16:02<03:44, 28.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2051/8416 [00:16<00:51, 124.17it/s]
    Epoch 1:  81%|████████  | 27301/33666 [16:02<03:44, 28.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2052/8416 [00:16<00:51, 124.16it/s]
    Epoch 1:  81%|████████  | 27302/33666 [16:02<03:44, 28.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2053/8416 [00:16<00:51, 124.16it/s]
    Epoch 1:  81%|████████  | 27303/33666 [16:02<03:44, 28.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2054/8416 [00:16<00:51, 124.16it/s]
    Epoch 1:  81%|████████  | 27304/33666 [16:02<03:44, 28.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2055/8416 [00:16<00:51, 124.16it/s]
    Epoch 1:  81%|████████  | 27305/33666 [16:02<03:44, 28.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2056/8416 [00:16<00:51, 124.16it/s]
    Epoch 1:  81%|████████  | 27306/33666 [16:02<03:44, 28.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2057/8416 [00:16<00:51, 124.16it/s]
    Epoch 1:  81%|████████  | 27307/33666 [16:02<03:44, 28.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2058/8416 [00:16<00:51, 124.16it/s]
    Epoch 1:  81%|████████  | 27308/33666 [16:02<03:44, 28.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2059/8416 [00:16<00:51, 124.15it/s]
    Epoch 1:  81%|████████  | 27309/33666 [16:02<03:44, 28.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2060/8416 [00:16<00:51, 124.15it/s]
    Epoch 1:  81%|████████  | 27310/33666 [16:02<03:43, 28.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2061/8416 [00:16<00:51, 124.15it/s]
    Epoch 1:  81%|████████  | 27311/33666 [16:02<03:43, 28.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2062/8416 [00:16<00:51, 124.15it/s]
    Epoch 1:  81%|████████  | 27312/33666 [16:02<03:43, 28.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2063/8416 [00:16<00:51, 124.15it/s]
    Epoch 1:  81%|████████  | 27313/33666 [16:02<03:43, 28.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2064/8416 [00:16<00:51, 124.14it/s]
    Epoch 1:  81%|████████  | 27314/33666 [16:02<03:43, 28.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2065/8416 [00:16<00:51, 124.14it/s]
    Epoch 1:  81%|████████  | 27315/33666 [16:02<03:43, 28.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2066/8416 [00:16<00:51, 124.14it/s]
    Epoch 1:  81%|████████  | 27316/33666 [16:02<03:43, 28.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2067/8416 [00:16<00:51, 124.14it/s]
    Epoch 1:  81%|████████  | 27317/33666 [16:02<03:43, 28.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2068/8416 [00:16<00:51, 124.13it/s]
    Epoch 1:  81%|████████  | 27318/33666 [16:02<03:43, 28.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2069/8416 [00:16<00:51, 124.13it/s]
    Epoch 1:  81%|████████  | 27319/33666 [16:02<03:43, 28.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2070/8416 [00:16<00:51, 124.13it/s]
    Epoch 1:  81%|████████  | 27320/33666 [16:02<03:43, 28.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2071/8416 [00:16<00:51, 124.13it/s]
    Epoch 1:  81%|████████  | 27321/33666 [16:02<03:43, 28.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2072/8416 [00:16<00:51, 124.13it/s]
    Epoch 1:  81%|████████  | 27322/33666 [16:02<03:43, 28.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2073/8416 [00:16<00:51, 124.13it/s]
    Epoch 1:  81%|████████  | 27323/33666 [16:02<03:43, 28.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2074/8416 [00:16<00:51, 124.13it/s]
    Epoch 1:  81%|████████  | 27324/33666 [16:02<03:43, 28.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2075/8416 [00:16<00:51, 124.13it/s]
    Epoch 1:  81%|████████  | 27325/33666 [16:02<03:43, 28.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2076/8416 [00:16<00:51, 124.13it/s]
    Epoch 1:  81%|████████  | 27326/33666 [16:02<03:43, 28.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2077/8416 [00:16<00:51, 124.13it/s]
    Epoch 1:  81%|████████  | 27327/33666 [16:02<03:43, 28.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2078/8416 [00:16<00:51, 124.13it/s]
    Epoch 1:  81%|████████  | 27328/33666 [16:02<03:43, 28.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2079/8416 [00:16<00:51, 124.13it/s]
    Epoch 1:  81%|████████  | 27329/33666 [16:02<03:43, 28.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2080/8416 [00:16<00:51, 124.13it/s]
    Epoch 1:  81%|████████  | 27330/33666 [16:02<03:43, 28.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2081/8416 [00:16<00:51, 124.13it/s]
    Epoch 1:  81%|████████  | 27331/33666 [16:02<03:43, 28.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2082/8416 [00:16<00:51, 124.13it/s]
    Epoch 1:  81%|████████  | 27332/33666 [16:02<03:43, 28.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2083/8416 [00:16<00:51, 124.13it/s]
    Epoch 1:  81%|████████  | 27333/33666 [16:02<03:43, 28.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2084/8416 [00:16<00:51, 124.13it/s]
    Epoch 1:  81%|████████  | 27334/33666 [16:02<03:42, 28.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2085/8416 [00:16<00:51, 124.13it/s]
    Epoch 1:  81%|████████  | 27335/33666 [16:02<03:42, 28.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2086/8416 [00:16<00:50, 124.13it/s]
    Epoch 1:  81%|████████  | 27336/33666 [16:02<03:42, 28.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2087/8416 [00:16<00:50, 124.12it/s]
    Epoch 1:  81%|████████  | 27337/33666 [16:02<03:42, 28.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2088/8416 [00:16<00:50, 124.12it/s]
    Epoch 1:  81%|████████  | 27338/33666 [16:02<03:42, 28.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2089/8416 [00:16<00:50, 124.12it/s]
    Epoch 1:  81%|████████  | 27339/33666 [16:02<03:42, 28.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2090/8416 [00:16<00:50, 124.12it/s]
    Epoch 1:  81%|████████  | 27340/33666 [16:02<03:42, 28.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2091/8416 [00:16<00:50, 124.12it/s]
    Epoch 1:  81%|████████  | 27341/33666 [16:02<03:42, 28.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2092/8416 [00:16<00:50, 124.12it/s]
    Epoch 1:  81%|████████  | 27342/33666 [16:02<03:42, 28.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2093/8416 [00:16<00:50, 124.12it/s]
    Epoch 1:  81%|████████  | 27343/33666 [16:02<03:42, 28.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2094/8416 [00:16<00:50, 124.12it/s]
    Epoch 1:  81%|████████  | 27344/33666 [16:02<03:42, 28.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2095/8416 [00:16<00:50, 124.12it/s]
    Epoch 1:  81%|████████  | 27345/33666 [16:02<03:42, 28.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2096/8416 [00:16<00:50, 124.12it/s]
    Epoch 1:  81%|████████  | 27346/33666 [16:02<03:42, 28.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2097/8416 [00:16<00:50, 124.12it/s]
    Epoch 1:  81%|████████  | 27347/33666 [16:02<03:42, 28.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2098/8416 [00:16<00:50, 124.12it/s]
    Epoch 1:  81%|████████  | 27348/33666 [16:02<03:42, 28.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2099/8416 [00:16<00:50, 124.12it/s]
    Epoch 1:  81%|████████  | 27349/33666 [16:02<03:42, 28.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2100/8416 [00:16<00:50, 124.12it/s]
    Epoch 1:  81%|████████  | 27350/33666 [16:02<03:42, 28.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2101/8416 [00:16<00:50, 124.12it/s]
    Epoch 1:  81%|████████  | 27351/33666 [16:02<03:42, 28.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2102/8416 [00:16<00:50, 124.12it/s]
    Epoch 1:  81%|████████  | 27352/33666 [16:02<03:42, 28.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2103/8416 [00:16<00:50, 124.12it/s]
    Epoch 1:  81%|████████  | 27353/33666 [16:02<03:42, 28.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2104/8416 [00:16<00:50, 124.12it/s]
    Epoch 1:  81%|████████▏ | 27354/33666 [16:02<03:42, 28.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2105/8416 [00:16<00:50, 124.12it/s]
    Epoch 1:  81%|████████▏ | 27355/33666 [16:02<03:42, 28.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2106/8416 [00:16<00:50, 124.12it/s]
    Epoch 1:  81%|████████▏ | 27356/33666 [16:02<03:42, 28.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2107/8416 [00:16<00:50, 124.12it/s]
    Epoch 1:  81%|████████▏ | 27357/33666 [16:02<03:42, 28.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2108/8416 [00:16<00:50, 124.12it/s]
    Epoch 1:  81%|████████▏ | 27358/33666 [16:02<03:42, 28.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2109/8416 [00:16<00:50, 124.11it/s]
    Epoch 1:  81%|████████▏ | 27359/33666 [16:02<03:41, 28.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2110/8416 [00:17<00:50, 124.11it/s]
    Epoch 1:  81%|████████▏ | 27360/33666 [16:02<03:41, 28.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2111/8416 [00:17<00:50, 124.11it/s]
    Epoch 1:  81%|████████▏ | 27361/33666 [16:02<03:41, 28.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2112/8416 [00:17<00:50, 124.11it/s]
    Epoch 1:  81%|████████▏ | 27362/33666 [16:02<03:41, 28.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2113/8416 [00:17<00:50, 124.11it/s]
    Epoch 1:  81%|████████▏ | 27363/33666 [16:02<03:41, 28.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2114/8416 [00:17<00:50, 124.10it/s]
    Epoch 1:  81%|████████▏ | 27364/33666 [16:02<03:41, 28.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2115/8416 [00:17<00:50, 124.10it/s]
    Epoch 1:  81%|████████▏ | 27365/33666 [16:02<03:41, 28.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2116/8416 [00:17<00:50, 124.09it/s]
    Epoch 1:  81%|████████▏ | 27366/33666 [16:02<03:41, 28.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2117/8416 [00:17<00:50, 124.09it/s]
    Epoch 1:  81%|████████▏ | 27367/33666 [16:02<03:41, 28.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2118/8416 [00:17<00:50, 124.09it/s]
    Epoch 1:  81%|████████▏ | 27368/33666 [16:02<03:41, 28.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2119/8416 [00:17<00:50, 124.09it/s]
    Epoch 1:  81%|████████▏ | 27369/33666 [16:02<03:41, 28.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2120/8416 [00:17<00:50, 124.09it/s]
    Epoch 1:  81%|████████▏ | 27370/33666 [16:02<03:41, 28.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2121/8416 [00:17<00:50, 124.09it/s]
    Epoch 1:  81%|████████▏ | 27371/33666 [16:02<03:41, 28.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2122/8416 [00:17<00:50, 124.08it/s]
    Epoch 1:  81%|████████▏ | 27372/33666 [16:02<03:41, 28.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2123/8416 [00:17<00:50, 124.08it/s]
    Epoch 1:  81%|████████▏ | 27373/33666 [16:02<03:41, 28.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2124/8416 [00:17<00:50, 124.08it/s]
    Epoch 1:  81%|████████▏ | 27374/33666 [16:02<03:41, 28.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2125/8416 [00:17<00:50, 124.08it/s]
    Epoch 1:  81%|████████▏ | 27375/33666 [16:02<03:41, 28.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2126/8416 [00:17<00:50, 124.08it/s]
    Epoch 1:  81%|████████▏ | 27376/33666 [16:02<03:41, 28.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2127/8416 [00:17<00:50, 124.08it/s]
    Epoch 1:  81%|████████▏ | 27377/33666 [16:02<03:41, 28.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2128/8416 [00:17<00:50, 124.08it/s]
    Epoch 1:  81%|████████▏ | 27378/33666 [16:02<03:41, 28.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2129/8416 [00:17<00:50, 124.08it/s]
    Epoch 1:  81%|████████▏ | 27379/33666 [16:02<03:41, 28.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2130/8416 [00:17<00:50, 124.08it/s]
    Epoch 1:  81%|████████▏ | 27380/33666 [16:03<03:41, 28.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2131/8416 [00:17<00:50, 124.08it/s]
    Epoch 1:  81%|████████▏ | 27381/33666 [16:03<03:41, 28.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2132/8416 [00:17<00:50, 124.08it/s]
    Epoch 1:  81%|████████▏ | 27382/33666 [16:03<03:41, 28.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2133/8416 [00:17<00:50, 124.08it/s]
    Epoch 1:  81%|████████▏ | 27383/33666 [16:03<03:40, 28.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2134/8416 [00:17<00:50, 124.08it/s]
    Epoch 1:  81%|████████▏ | 27384/33666 [16:03<03:40, 28.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2135/8416 [00:17<00:50, 124.08it/s]
    Epoch 1:  81%|████████▏ | 27385/33666 [16:03<03:40, 28.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2136/8416 [00:17<00:50, 124.08it/s]
    Epoch 1:  81%|████████▏ | 27386/33666 [16:03<03:40, 28.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2137/8416 [00:17<00:50, 124.07it/s]
    Epoch 1:  81%|████████▏ | 27387/33666 [16:03<03:40, 28.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2138/8416 [00:17<00:50, 124.07it/s]
    Epoch 1:  81%|████████▏ | 27388/33666 [16:03<03:40, 28.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2139/8416 [00:17<00:50, 124.07it/s]
    Epoch 1:  81%|████████▏ | 27389/33666 [16:03<03:40, 28.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2140/8416 [00:17<00:50, 124.07it/s]
    Epoch 1:  81%|████████▏ | 27390/33666 [16:03<03:40, 28.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2141/8416 [00:17<00:50, 124.07it/s]
    Epoch 1:  81%|████████▏ | 27391/33666 [16:03<03:40, 28.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2142/8416 [00:17<00:50, 124.07it/s]
    Epoch 1:  81%|████████▏ | 27392/33666 [16:03<03:40, 28.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2143/8416 [00:17<00:50, 124.07it/s]
    Epoch 1:  81%|████████▏ | 27393/33666 [16:03<03:40, 28.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2144/8416 [00:17<00:50, 124.07it/s]
    Epoch 1:  81%|████████▏ | 27394/33666 [16:03<03:40, 28.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2145/8416 [00:17<00:50, 124.07it/s]
    Epoch 1:  81%|████████▏ | 27395/33666 [16:03<03:40, 28.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2146/8416 [00:17<00:50, 124.07it/s]
    Epoch 1:  81%|████████▏ | 27396/33666 [16:03<03:40, 28.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2147/8416 [00:17<00:50, 124.07it/s]
    Epoch 1:  81%|████████▏ | 27397/33666 [16:03<03:40, 28.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2148/8416 [00:17<00:50, 124.07it/s]
    Epoch 1:  81%|████████▏ | 27398/33666 [16:03<03:40, 28.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2149/8416 [00:17<00:50, 124.07it/s]
    Epoch 1:  81%|████████▏ | 27399/33666 [16:03<03:40, 28.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2150/8416 [00:17<00:50, 124.07it/s]
    Epoch 1:  81%|████████▏ | 27400/33666 [16:03<03:40, 28.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2151/8416 [00:17<00:50, 124.07it/s]
    Epoch 1:  81%|████████▏ | 27401/33666 [16:03<03:40, 28.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2152/8416 [00:17<00:50, 124.07it/s]
    Epoch 1:  81%|████████▏ | 27402/33666 [16:03<03:40, 28.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2153/8416 [00:17<00:50, 124.07it/s]
    Epoch 1:  81%|████████▏ | 27403/33666 [16:03<03:40, 28.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2154/8416 [00:17<00:50, 124.06it/s]
    Epoch 1:  81%|████████▏ | 27404/33666 [16:03<03:40, 28.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2155/8416 [00:17<00:50, 124.06it/s]
    Epoch 1:  81%|████████▏ | 27405/33666 [16:03<03:40, 28.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2156/8416 [00:17<00:50, 124.05it/s]
    Epoch 1:  81%|████████▏ | 27406/33666 [16:03<03:40, 28.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2157/8416 [00:17<00:50, 124.05it/s]
    Epoch 1:  81%|████████▏ | 27407/33666 [16:03<03:39, 28.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2158/8416 [00:17<00:50, 124.05it/s]
    Epoch 1:  81%|████████▏ | 27408/33666 [16:03<03:39, 28.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2159/8416 [00:17<00:50, 124.05it/s]
    Epoch 1:  81%|████████▏ | 27409/33666 [16:03<03:39, 28.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2160/8416 [00:17<00:50, 124.05it/s]
    Epoch 1:  81%|████████▏ | 27410/33666 [16:03<03:39, 28.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2161/8416 [00:17<00:50, 124.05it/s]
    Epoch 1:  81%|████████▏ | 27411/33666 [16:03<03:39, 28.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2162/8416 [00:17<00:50, 124.05it/s]
    Epoch 1:  81%|████████▏ | 27412/33666 [16:03<03:39, 28.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2163/8416 [00:17<00:50, 124.05it/s]
    Epoch 1:  81%|████████▏ | 27413/33666 [16:03<03:39, 28.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2164/8416 [00:17<00:50, 124.05it/s]
    Epoch 1:  81%|████████▏ | 27414/33666 [16:03<03:39, 28.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2165/8416 [00:17<00:50, 124.05it/s]
    Epoch 1:  81%|████████▏ | 27415/33666 [16:03<03:39, 28.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2166/8416 [00:17<00:50, 124.04it/s]
    Epoch 1:  81%|████████▏ | 27416/33666 [16:03<03:39, 28.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2167/8416 [00:17<00:50, 124.04it/s]
    Epoch 1:  81%|████████▏ | 27417/33666 [16:03<03:39, 28.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2168/8416 [00:17<00:50, 124.04it/s]
    Epoch 1:  81%|████████▏ | 27418/33666 [16:03<03:39, 28.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2169/8416 [00:17<00:50, 124.04it/s]
    Epoch 1:  81%|████████▏ | 27419/33666 [16:03<03:39, 28.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2170/8416 [00:17<00:50, 124.03it/s]
    Epoch 1:  81%|████████▏ | 27420/33666 [16:03<03:39, 28.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2171/8416 [00:17<00:50, 124.03it/s]
    Epoch 1:  81%|████████▏ | 27421/33666 [16:03<03:39, 28.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2172/8416 [00:17<00:50, 124.03it/s]
    Epoch 1:  81%|████████▏ | 27422/33666 [16:03<03:39, 28.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2173/8416 [00:17<00:50, 124.03it/s]
    Epoch 1:  81%|████████▏ | 27423/33666 [16:03<03:39, 28.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2174/8416 [00:17<00:50, 124.03it/s]
    Epoch 1:  81%|████████▏ | 27424/33666 [16:03<03:39, 28.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2175/8416 [00:17<00:50, 124.03it/s]
    Epoch 1:  81%|████████▏ | 27425/33666 [16:03<03:39, 28.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2176/8416 [00:17<00:50, 124.03it/s]
    Epoch 1:  81%|████████▏ | 27426/33666 [16:03<03:39, 28.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2177/8416 [00:17<00:50, 124.03it/s]
    Epoch 1:  81%|████████▏ | 27427/33666 [16:03<03:39, 28.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2178/8416 [00:17<00:50, 124.03it/s]
    Epoch 1:  81%|████████▏ | 27428/33666 [16:03<03:39, 28.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2179/8416 [00:17<00:50, 124.02it/s]
    Epoch 1:  81%|████████▏ | 27429/33666 [16:03<03:39, 28.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2180/8416 [00:17<00:50, 124.02it/s]
    Epoch 1:  81%|████████▏ | 27430/33666 [16:03<03:39, 28.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2181/8416 [00:17<00:50, 124.02it/s]
    Epoch 1:  81%|████████▏ | 27431/33666 [16:03<03:38, 28.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2182/8416 [00:17<00:50, 124.01it/s]
    Epoch 1:  81%|████████▏ | 27432/33666 [16:03<03:38, 28.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2183/8416 [00:17<00:50, 124.01it/s]
    Epoch 1:  81%|████████▏ | 27433/33666 [16:03<03:38, 28.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2184/8416 [00:17<00:50, 124.01it/s]
    Epoch 1:  81%|████████▏ | 27434/33666 [16:03<03:38, 28.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2185/8416 [00:17<00:50, 124.01it/s]
    Epoch 1:  81%|████████▏ | 27435/33666 [16:03<03:38, 28.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2186/8416 [00:17<00:50, 124.01it/s]
    Epoch 1:  81%|████████▏ | 27436/33666 [16:03<03:38, 28.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2187/8416 [00:17<00:50, 124.01it/s]
    Epoch 1:  81%|████████▏ | 27437/33666 [16:03<03:38, 28.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2188/8416 [00:17<00:50, 124.01it/s]
    Epoch 1:  82%|████████▏ | 27438/33666 [16:03<03:38, 28.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2189/8416 [00:17<00:50, 124.01it/s]
    Epoch 1:  82%|████████▏ | 27439/33666 [16:03<03:38, 28.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2190/8416 [00:17<00:50, 124.01it/s]
    Epoch 1:  82%|████████▏ | 27440/33666 [16:03<03:38, 28.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2191/8416 [00:17<00:50, 124.01it/s]
    Epoch 1:  82%|████████▏ | 27441/33666 [16:03<03:38, 28.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2192/8416 [00:17<00:50, 124.01it/s]
    Epoch 1:  82%|████████▏ | 27442/33666 [16:03<03:38, 28.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2193/8416 [00:17<00:50, 124.01it/s]
    Epoch 1:  82%|████████▏ | 27443/33666 [16:03<03:38, 28.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2194/8416 [00:17<00:50, 124.01it/s]
    Epoch 1:  82%|████████▏ | 27444/33666 [16:03<03:38, 28.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2195/8416 [00:17<00:50, 124.01it/s]
    Epoch 1:  82%|████████▏ | 27445/33666 [16:03<03:38, 28.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2196/8416 [00:17<00:50, 124.01it/s]
    Epoch 1:  82%|████████▏ | 27446/33666 [16:03<03:38, 28.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2197/8416 [00:17<00:50, 124.00it/s]
    Epoch 1:  82%|████████▏ | 27447/33666 [16:03<03:38, 28.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2198/8416 [00:17<00:50, 124.00it/s]
    Epoch 1:  82%|████████▏ | 27448/33666 [16:03<03:38, 28.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2199/8416 [00:17<00:50, 124.00it/s]
    Epoch 1:  82%|████████▏ | 27449/33666 [16:03<03:38, 28.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2200/8416 [00:17<00:50, 124.00it/s]
    Epoch 1:  82%|████████▏ | 27450/33666 [16:03<03:38, 28.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2201/8416 [00:17<00:50, 124.00it/s]
    Epoch 1:  82%|████████▏ | 27451/33666 [16:03<03:38, 28.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2202/8416 [00:17<00:50, 124.00it/s]
    Epoch 1:  82%|████████▏ | 27452/33666 [16:03<03:38, 28.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2203/8416 [00:17<00:50, 124.00it/s]
    Epoch 1:  82%|████████▏ | 27453/33666 [16:03<03:38, 28.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2204/8416 [00:17<00:50, 124.00it/s]
    Epoch 1:  82%|████████▏ | 27454/33666 [16:03<03:38, 28.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2205/8416 [00:17<00:50, 124.00it/s]
    Epoch 1:  82%|████████▏ | 27455/33666 [16:03<03:37, 28.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2206/8416 [00:17<00:50, 124.00it/s]
    Epoch 1:  82%|████████▏ | 27456/33666 [16:03<03:37, 28.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2207/8416 [00:17<00:50, 124.00it/s]
    Epoch 1:  82%|████████▏ | 27457/33666 [16:03<03:37, 28.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2208/8416 [00:17<00:50, 124.00it/s]
    Epoch 1:  82%|████████▏ | 27458/33666 [16:03<03:37, 28.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2209/8416 [00:17<00:50, 123.99it/s]
    Epoch 1:  82%|████████▏ | 27459/33666 [16:03<03:37, 28.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2210/8416 [00:17<00:50, 123.99it/s]
    Epoch 1:  82%|████████▏ | 27460/33666 [16:03<03:37, 28.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2211/8416 [00:17<00:50, 123.99it/s]
    Epoch 1:  82%|████████▏ | 27461/33666 [16:03<03:37, 28.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2212/8416 [00:17<00:50, 123.99it/s]
    Epoch 1:  82%|████████▏ | 27462/33666 [16:03<03:37, 28.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2213/8416 [00:17<00:50, 123.99it/s]
    Epoch 1:  82%|████████▏ | 27463/33666 [16:03<03:37, 28.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2214/8416 [00:17<00:50, 123.99it/s]
    Epoch 1:  82%|████████▏ | 27464/33666 [16:03<03:37, 28.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2215/8416 [00:17<00:50, 123.99it/s]
    Epoch 1:  82%|████████▏ | 27465/33666 [16:03<03:37, 28.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2216/8416 [00:17<00:50, 123.99it/s]
    Epoch 1:  82%|████████▏ | 27466/33666 [16:03<03:37, 28.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2217/8416 [00:17<00:49, 123.99it/s]
    Epoch 1:  82%|████████▏ | 27467/33666 [16:03<03:37, 28.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2218/8416 [00:17<00:49, 123.99it/s]
    Epoch 1:  82%|████████▏ | 27468/33666 [16:03<03:37, 28.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2219/8416 [00:17<00:49, 123.99it/s]
    Epoch 1:  82%|████████▏ | 27469/33666 [16:03<03:37, 28.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2220/8416 [00:17<00:49, 123.99it/s]
    Epoch 1:  82%|████████▏ | 27470/33666 [16:03<03:37, 28.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2221/8416 [00:17<00:49, 123.99it/s]
    Epoch 1:  82%|████████▏ | 27471/33666 [16:03<03:37, 28.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2222/8416 [00:17<00:49, 123.99it/s]
    Epoch 1:  82%|████████▏ | 27472/33666 [16:03<03:37, 28.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2223/8416 [00:17<00:49, 123.99it/s]
    Epoch 1:  82%|████████▏ | 27473/33666 [16:03<03:37, 28.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2224/8416 [00:17<00:49, 123.99it/s]
    Epoch 1:  82%|████████▏ | 27474/33666 [16:03<03:37, 28.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2225/8416 [00:17<00:49, 123.99it/s]
    Epoch 1:  82%|████████▏ | 27475/33666 [16:03<03:37, 28.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2226/8416 [00:17<00:49, 123.98it/s]
    Epoch 1:  82%|████████▏ | 27476/33666 [16:03<03:37, 28.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2227/8416 [00:17<00:49, 123.98it/s]
    Epoch 1:  82%|████████▏ | 27477/33666 [16:03<03:37, 28.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2228/8416 [00:17<00:49, 123.98it/s]
    Epoch 1:  82%|████████▏ | 27478/33666 [16:03<03:37, 28.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2229/8416 [00:17<00:49, 123.98it/s]
    Epoch 1:  82%|████████▏ | 27479/33666 [16:03<03:37, 28.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2230/8416 [00:17<00:49, 123.97it/s]
    Epoch 1:  82%|████████▏ | 27480/33666 [16:03<03:36, 28.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2231/8416 [00:17<00:49, 123.97it/s]
    Epoch 1:  82%|████████▏ | 27481/33666 [16:03<03:36, 28.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2232/8416 [00:18<00:49, 123.97it/s]
    Epoch 1:  82%|████████▏ | 27482/33666 [16:03<03:36, 28.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2233/8416 [00:18<00:49, 123.97it/s]
    Epoch 1:  82%|████████▏ | 27483/33666 [16:03<03:36, 28.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2234/8416 [00:18<00:49, 123.97it/s]
    Epoch 1:  82%|████████▏ | 27484/33666 [16:03<03:36, 28.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2235/8416 [00:18<00:49, 123.97it/s]
    Epoch 1:  82%|████████▏ | 27485/33666 [16:03<03:36, 28.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2236/8416 [00:18<00:49, 123.97it/s]
    Epoch 1:  82%|████████▏ | 27486/33666 [16:03<03:36, 28.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2237/8416 [00:18<00:49, 123.97it/s]
    Epoch 1:  82%|████████▏ | 27487/33666 [16:03<03:36, 28.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2238/8416 [00:18<00:49, 123.97it/s]
    Epoch 1:  82%|████████▏ | 27488/33666 [16:03<03:36, 28.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2239/8416 [00:18<00:49, 123.97it/s]
    Epoch 1:  82%|████████▏ | 27489/33666 [16:03<03:36, 28.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2240/8416 [00:18<00:49, 123.97it/s]
    Epoch 1:  82%|████████▏ | 27490/33666 [16:03<03:36, 28.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2241/8416 [00:18<00:49, 123.97it/s]
    Epoch 1:  82%|████████▏ | 27491/33666 [16:03<03:36, 28.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2242/8416 [00:18<00:49, 123.97it/s]
    Epoch 1:  82%|████████▏ | 27492/33666 [16:03<03:36, 28.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2243/8416 [00:18<00:49, 123.97it/s]
    Epoch 1:  82%|████████▏ | 27493/33666 [16:03<03:36, 28.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2244/8416 [00:18<00:49, 123.96it/s]
    Epoch 1:  82%|████████▏ | 27494/33666 [16:03<03:36, 28.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2245/8416 [00:18<00:49, 123.96it/s]
    Epoch 1:  82%|████████▏ | 27495/33666 [16:03<03:36, 28.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2246/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27496/33666 [16:03<03:36, 28.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2247/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27497/33666 [16:03<03:36, 28.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2248/8416 [00:18<00:49, 123.93it/s]
    Epoch 1:  82%|████████▏ | 27498/33666 [16:03<03:36, 28.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2249/8416 [00:18<00:49, 123.93it/s]
    Epoch 1:  82%|████████▏ | 27499/33666 [16:03<03:36, 28.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2250/8416 [00:18<00:49, 123.93it/s]
    Epoch 1:  82%|████████▏ | 27500/33666 [16:03<03:36, 28.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2251/8416 [00:18<00:49, 123.93it/s]
    Epoch 1:  82%|████████▏ | 27501/33666 [16:04<03:36, 28.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2252/8416 [00:18<00:49, 123.93it/s]
    Epoch 1:  82%|████████▏ | 27502/33666 [16:04<03:36, 28.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2253/8416 [00:18<00:49, 123.93it/s]
    Epoch 1:  82%|████████▏ | 27503/33666 [16:04<03:36, 28.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2254/8416 [00:18<00:49, 123.93it/s]
    Epoch 1:  82%|████████▏ | 27504/33666 [16:04<03:35, 28.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2255/8416 [00:18<00:49, 123.93it/s]
    Epoch 1:  82%|████████▏ | 27505/33666 [16:04<03:35, 28.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2256/8416 [00:18<00:49, 123.93it/s]
    Epoch 1:  82%|████████▏ | 27506/33666 [16:04<03:35, 28.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2257/8416 [00:18<00:49, 123.93it/s]
    Epoch 1:  82%|████████▏ | 27507/33666 [16:04<03:35, 28.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2258/8416 [00:18<00:49, 123.93it/s]
    Epoch 1:  82%|████████▏ | 27508/33666 [16:04<03:35, 28.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2259/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27509/33666 [16:04<03:35, 28.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2260/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27510/33666 [16:04<03:35, 28.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2261/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27511/33666 [16:04<03:35, 28.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2262/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27512/33666 [16:04<03:35, 28.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2263/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27513/33666 [16:04<03:35, 28.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2264/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27514/33666 [16:04<03:35, 28.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2265/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27515/33666 [16:04<03:35, 28.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2266/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27516/33666 [16:04<03:35, 28.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2267/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27517/33666 [16:04<03:35, 28.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2268/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27518/33666 [16:04<03:35, 28.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2269/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27519/33666 [16:04<03:35, 28.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2270/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27520/33666 [16:04<03:35, 28.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2271/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27521/33666 [16:04<03:35, 28.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2272/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27522/33666 [16:04<03:35, 28.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2273/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27523/33666 [16:04<03:35, 28.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2274/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27524/33666 [16:04<03:35, 28.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2275/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27525/33666 [16:04<03:35, 28.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2276/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27526/33666 [16:04<03:35, 28.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2277/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27527/33666 [16:04<03:35, 28.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2278/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27528/33666 [16:04<03:34, 28.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2279/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27529/33666 [16:04<03:34, 28.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2280/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27530/33666 [16:04<03:34, 28.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2281/8416 [00:18<00:49, 123.95it/s]
    Epoch 1:  82%|████████▏ | 27531/33666 [16:04<03:34, 28.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2282/8416 [00:18<00:49, 123.95it/s]
    Epoch 1:  82%|████████▏ | 27532/33666 [16:04<03:34, 28.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2283/8416 [00:18<00:49, 123.95it/s]
    Epoch 1:  82%|████████▏ | 27533/33666 [16:04<03:34, 28.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2284/8416 [00:18<00:49, 123.95it/s]
    Epoch 1:  82%|████████▏ | 27534/33666 [16:04<03:34, 28.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2285/8416 [00:18<00:49, 123.95it/s]
    Epoch 1:  82%|████████▏ | 27535/33666 [16:04<03:34, 28.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2286/8416 [00:18<00:49, 123.95it/s]
    Epoch 1:  82%|████████▏ | 27536/33666 [16:04<03:34, 28.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2287/8416 [00:18<00:49, 123.95it/s]
    Epoch 1:  82%|████████▏ | 27537/33666 [16:04<03:34, 28.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2288/8416 [00:18<00:49, 123.95it/s]
    Epoch 1:  82%|████████▏ | 27538/33666 [16:04<03:34, 28.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2289/8416 [00:18<00:49, 123.95it/s]
    Epoch 1:  82%|████████▏ | 27539/33666 [16:04<03:34, 28.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2290/8416 [00:18<00:49, 123.95it/s]
    Epoch 1:  82%|████████▏ | 27540/33666 [16:04<03:34, 28.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2291/8416 [00:18<00:49, 123.95it/s]
    Epoch 1:  82%|████████▏ | 27541/33666 [16:04<03:34, 28.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2292/8416 [00:18<00:49, 123.95it/s]
    Epoch 1:  82%|████████▏ | 27542/33666 [16:04<03:34, 28.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2293/8416 [00:18<00:49, 123.95it/s]
    Epoch 1:  82%|████████▏ | 27543/33666 [16:04<03:34, 28.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2294/8416 [00:18<00:49, 123.95it/s]
    Epoch 1:  82%|████████▏ | 27544/33666 [16:04<03:34, 28.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2295/8416 [00:18<00:49, 123.95it/s]
    Epoch 1:  82%|████████▏ | 27545/33666 [16:04<03:34, 28.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2296/8416 [00:18<00:49, 123.95it/s]
    Epoch 1:  82%|████████▏ | 27546/33666 [16:04<03:34, 28.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2297/8416 [00:18<00:49, 123.95it/s]
    Epoch 1:  82%|████████▏ | 27547/33666 [16:04<03:34, 28.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2298/8416 [00:18<00:49, 123.95it/s]
    Epoch 1:  82%|████████▏ | 27548/33666 [16:04<03:34, 28.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2299/8416 [00:18<00:49, 123.95it/s]
    Epoch 1:  82%|████████▏ | 27549/33666 [16:04<03:34, 28.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2300/8416 [00:18<00:49, 123.95it/s]
    Epoch 1:  82%|████████▏ | 27550/33666 [16:04<03:34, 28.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2301/8416 [00:18<00:49, 123.95it/s]
    Epoch 1:  82%|████████▏ | 27551/33666 [16:04<03:34, 28.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2302/8416 [00:18<00:49, 123.95it/s]
    Epoch 1:  82%|████████▏ | 27552/33666 [16:04<03:34, 28.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2303/8416 [00:18<00:49, 123.95it/s]
    Epoch 1:  82%|████████▏ | 27553/33666 [16:04<03:33, 28.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2304/8416 [00:18<00:49, 123.95it/s]
    Epoch 1:  82%|████████▏ | 27554/33666 [16:04<03:33, 28.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2305/8416 [00:18<00:49, 123.95it/s]
    Epoch 1:  82%|████████▏ | 27555/33666 [16:04<03:33, 28.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2306/8416 [00:18<00:49, 123.95it/s]
    Epoch 1:  82%|████████▏ | 27556/33666 [16:04<03:33, 28.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2307/8416 [00:18<00:49, 123.95it/s]
    Epoch 1:  82%|████████▏ | 27557/33666 [16:04<03:33, 28.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2308/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27558/33666 [16:04<03:33, 28.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2309/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27559/33666 [16:04<03:33, 28.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2310/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27560/33666 [16:04<03:33, 28.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2311/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27561/33666 [16:04<03:33, 28.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2312/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27562/33666 [16:04<03:33, 28.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2313/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27563/33666 [16:04<03:33, 28.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2314/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27564/33666 [16:04<03:33, 28.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2315/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27565/33666 [16:04<03:33, 28.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2316/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27566/33666 [16:04<03:33, 28.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2317/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27567/33666 [16:04<03:33, 28.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2318/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27568/33666 [16:04<03:33, 28.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2319/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27569/33666 [16:04<03:33, 28.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2320/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27570/33666 [16:04<03:33, 28.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2321/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27571/33666 [16:04<03:33, 28.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2322/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27572/33666 [16:04<03:33, 28.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2323/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27573/33666 [16:04<03:33, 28.59it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2324/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27574/33666 [16:04<03:33, 28.59it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2325/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27575/33666 [16:04<03:33, 28.59it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2326/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27576/33666 [16:04<03:33, 28.59it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2327/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27577/33666 [16:04<03:32, 28.59it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2328/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27578/33666 [16:04<03:32, 28.59it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2329/8416 [00:18<00:49, 123.94it/s]
    Epoch 1:  82%|████████▏ | 27579/33666 [16:04<03:32, 28.59it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2330/8416 [00:18<00:49, 123.93it/s]
    Epoch 1:  82%|████████▏ | 27580/33666 [16:04<03:32, 28.59it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2331/8416 [00:18<00:49, 123.93it/s]
    Epoch 1:  82%|████████▏ | 27581/33666 [16:04<03:32, 28.59it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2332/8416 [00:18<00:49, 123.93it/s]
    Epoch 1:  82%|████████▏ | 27582/33666 [16:04<03:32, 28.59it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2333/8416 [00:18<00:49, 123.93it/s]
    Epoch 1:  82%|████████▏ | 27583/33666 [16:04<03:32, 28.59it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2334/8416 [00:18<00:49, 123.93it/s]
    Epoch 1:  82%|████████▏ | 27584/33666 [16:04<03:32, 28.59it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2335/8416 [00:18<00:49, 123.93it/s]
    Epoch 1:  82%|████████▏ | 27585/33666 [16:04<03:32, 28.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2336/8416 [00:18<00:49, 123.93it/s]
    Epoch 1:  82%|████████▏ | 27586/33666 [16:04<03:32, 28.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2337/8416 [00:18<00:49, 123.93it/s]
    Epoch 1:  82%|████████▏ | 27587/33666 [16:04<03:32, 28.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2338/8416 [00:18<00:49, 123.93it/s]
    Epoch 1:  82%|████████▏ | 27588/33666 [16:04<03:32, 28.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2339/8416 [00:18<00:49, 123.91it/s]
    Epoch 1:  82%|████████▏ | 27589/33666 [16:04<03:32, 28.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2340/8416 [00:18<00:49, 123.90it/s]
    Epoch 1:  82%|████████▏ | 27590/33666 [16:04<03:32, 28.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2341/8416 [00:18<00:49, 123.90it/s]
    Epoch 1:  82%|████████▏ | 27591/33666 [16:04<03:32, 28.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2342/8416 [00:18<00:49, 123.89it/s]
    Epoch 1:  82%|████████▏ | 27592/33666 [16:04<03:32, 28.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2343/8416 [00:18<00:49, 123.89it/s]
    Epoch 1:  82%|████████▏ | 27593/33666 [16:04<03:32, 28.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2344/8416 [00:18<00:49, 123.89it/s]
    Epoch 1:  82%|████████▏ | 27594/33666 [16:04<03:32, 28.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2345/8416 [00:18<00:49, 123.89it/s]
    Epoch 1:  82%|████████▏ | 27595/33666 [16:04<03:32, 28.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2346/8416 [00:18<00:48, 123.89it/s]
    Epoch 1:  82%|████████▏ | 27596/33666 [16:04<03:32, 28.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2347/8416 [00:18<00:48, 123.89it/s]
    Epoch 1:  82%|████████▏ | 27597/33666 [16:04<03:32, 28.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2348/8416 [00:18<00:48, 123.89it/s]
    Epoch 1:  82%|████████▏ | 27598/33666 [16:04<03:32, 28.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2349/8416 [00:18<00:48, 123.89it/s]
    Epoch 1:  82%|████████▏ | 27599/33666 [16:04<03:32, 28.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2350/8416 [00:18<00:48, 123.89it/s]
    Epoch 1:  82%|████████▏ | 27600/33666 [16:04<03:32, 28.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2351/8416 [00:18<00:48, 123.89it/s]
    Epoch 1:  82%|████████▏ | 27601/33666 [16:04<03:32, 28.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2352/8416 [00:18<00:48, 123.89it/s]
    Epoch 1:  82%|████████▏ | 27602/33666 [16:04<03:31, 28.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2353/8416 [00:18<00:48, 123.89it/s]
    Epoch 1:  82%|████████▏ | 27603/33666 [16:04<03:31, 28.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2354/8416 [00:19<00:48, 123.89it/s]
    Epoch 1:  82%|████████▏ | 27604/33666 [16:04<03:31, 28.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2355/8416 [00:19<00:48, 123.89it/s]
    Epoch 1:  82%|████████▏ | 27605/33666 [16:04<03:31, 28.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2356/8416 [00:19<00:48, 123.88it/s]
    Epoch 1:  82%|████████▏ | 27606/33666 [16:04<03:31, 28.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2357/8416 [00:19<00:48, 123.88it/s]
    Epoch 1:  82%|████████▏ | 27607/33666 [16:04<03:31, 28.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2358/8416 [00:19<00:48, 123.88it/s]
    Epoch 1:  82%|████████▏ | 27608/33666 [16:04<03:31, 28.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2359/8416 [00:19<00:48, 123.88it/s]
    Epoch 1:  82%|████████▏ | 27609/33666 [16:04<03:31, 28.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2360/8416 [00:19<00:48, 123.88it/s]
    Epoch 1:  82%|████████▏ | 27610/33666 [16:04<03:31, 28.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2361/8416 [00:19<00:48, 123.88it/s]
    Epoch 1:  82%|████████▏ | 27611/33666 [16:04<03:31, 28.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2362/8416 [00:19<00:48, 123.88it/s]
    Epoch 1:  82%|████████▏ | 27612/33666 [16:04<03:31, 28.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2363/8416 [00:19<00:48, 123.88it/s]
    Epoch 1:  82%|████████▏ | 27613/33666 [16:04<03:31, 28.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2364/8416 [00:19<00:48, 123.88it/s]
    Epoch 1:  82%|████████▏ | 27614/33666 [16:04<03:31, 28.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2365/8416 [00:19<00:48, 123.87it/s]
    Epoch 1:  82%|████████▏ | 27615/33666 [16:04<03:31, 28.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2366/8416 [00:19<00:48, 123.87it/s]
    Epoch 1:  82%|████████▏ | 27616/33666 [16:04<03:31, 28.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2367/8416 [00:19<00:48, 123.87it/s]
    Epoch 1:  82%|████████▏ | 27617/33666 [16:04<03:31, 28.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2368/8416 [00:19<00:48, 123.87it/s]
    Epoch 1:  82%|████████▏ | 27618/33666 [16:04<03:31, 28.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2369/8416 [00:19<00:48, 123.87it/s]
    Epoch 1:  82%|████████▏ | 27619/33666 [16:04<03:31, 28.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2370/8416 [00:19<00:48, 123.87it/s]
    Epoch 1:  82%|████████▏ | 27620/33666 [16:04<03:31, 28.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2371/8416 [00:19<00:48, 123.87it/s]
    Epoch 1:  82%|████████▏ | 27621/33666 [16:04<03:31, 28.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2372/8416 [00:19<00:48, 123.86it/s]
    Epoch 1:  82%|████████▏ | 27622/33666 [16:04<03:31, 28.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2373/8416 [00:19<00:48, 123.86it/s]
    Epoch 1:  82%|████████▏ | 27623/33666 [16:04<03:31, 28.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2374/8416 [00:19<00:48, 123.86it/s]
    Epoch 1:  82%|████████▏ | 27624/33666 [16:05<03:31, 28.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2375/8416 [00:19<00:48, 123.86it/s]
    Epoch 1:  82%|████████▏ | 27625/33666 [16:05<03:31, 28.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2376/8416 [00:19<00:48, 123.86it/s]
    Epoch 1:  82%|████████▏ | 27626/33666 [16:05<03:30, 28.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2377/8416 [00:19<00:48, 123.86it/s]
    Epoch 1:  82%|████████▏ | 27627/33666 [16:05<03:30, 28.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2378/8416 [00:19<00:48, 123.86it/s]
    Epoch 1:  82%|████████▏ | 27628/33666 [16:05<03:30, 28.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2379/8416 [00:19<00:48, 123.86it/s]
    Epoch 1:  82%|████████▏ | 27629/33666 [16:05<03:30, 28.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2380/8416 [00:19<00:48, 123.85it/s]
    Epoch 1:  82%|████████▏ | 27630/33666 [16:05<03:30, 28.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2381/8416 [00:19<00:48, 123.85it/s]
    Epoch 1:  82%|████████▏ | 27631/33666 [16:05<03:30, 28.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2382/8416 [00:19<00:48, 123.85it/s]
    Epoch 1:  82%|████████▏ | 27632/33666 [16:05<03:30, 28.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2383/8416 [00:19<00:48, 123.85it/s]
    Epoch 1:  82%|████████▏ | 27633/33666 [16:05<03:30, 28.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2384/8416 [00:19<00:48, 123.85it/s]
    Epoch 1:  82%|████████▏ | 27634/33666 [16:05<03:30, 28.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2385/8416 [00:19<00:48, 123.85it/s]
    Epoch 1:  82%|████████▏ | 27635/33666 [16:05<03:30, 28.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2386/8416 [00:19<00:48, 123.85it/s]
    Epoch 1:  82%|████████▏ | 27636/33666 [16:05<03:30, 28.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2387/8416 [00:19<00:48, 123.85it/s]
    Epoch 1:  82%|████████▏ | 27637/33666 [16:05<03:30, 28.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2388/8416 [00:19<00:48, 123.85it/s]
    Epoch 1:  82%|████████▏ | 27638/33666 [16:05<03:30, 28.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2389/8416 [00:19<00:48, 123.85it/s]
    Epoch 1:  82%|████████▏ | 27639/33666 [16:05<03:30, 28.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2390/8416 [00:19<00:48, 123.85it/s]
    Epoch 1:  82%|████████▏ | 27640/33666 [16:05<03:30, 28.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2391/8416 [00:19<00:48, 123.85it/s]
    Epoch 1:  82%|████████▏ | 27641/33666 [16:05<03:30, 28.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2392/8416 [00:19<00:48, 123.85it/s]
    Epoch 1:  82%|████████▏ | 27642/33666 [16:05<03:30, 28.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2393/8416 [00:19<00:48, 123.85it/s]
    Epoch 1:  82%|████████▏ | 27643/33666 [16:05<03:30, 28.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2394/8416 [00:19<00:48, 123.85it/s]
    Epoch 1:  82%|████████▏ | 27644/33666 [16:05<03:30, 28.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2395/8416 [00:19<00:48, 123.85it/s]
    Epoch 1:  82%|████████▏ | 27645/33666 [16:05<03:30, 28.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2396/8416 [00:19<00:48, 123.85it/s]
    Epoch 1:  82%|████████▏ | 27646/33666 [16:05<03:30, 28.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2397/8416 [00:19<00:48, 123.84it/s]
    Epoch 1:  82%|████████▏ | 27647/33666 [16:05<03:30, 28.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2398/8416 [00:19<00:48, 123.84it/s]
    Epoch 1:  82%|████████▏ | 27648/33666 [16:05<03:30, 28.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2399/8416 [00:19<00:48, 123.84it/s]
    Epoch 1:  82%|████████▏ | 27649/33666 [16:05<03:30, 28.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2400/8416 [00:19<00:48, 123.84it/s]
    Epoch 1:  82%|████████▏ | 27650/33666 [16:05<03:30, 28.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2401/8416 [00:19<00:48, 123.84it/s]
    Epoch 1:  82%|████████▏ | 27651/33666 [16:05<03:29, 28.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2402/8416 [00:19<00:48, 123.84it/s]
    Epoch 1:  82%|████████▏ | 27652/33666 [16:05<03:29, 28.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2403/8416 [00:19<00:48, 123.84it/s]
    Epoch 1:  82%|████████▏ | 27653/33666 [16:05<03:29, 28.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2404/8416 [00:19<00:48, 123.84it/s]
    Epoch 1:  82%|████████▏ | 27654/33666 [16:05<03:29, 28.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2405/8416 [00:19<00:48, 123.84it/s]
    Epoch 1:  82%|████████▏ | 27655/33666 [16:05<03:29, 28.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2406/8416 [00:19<00:48, 123.83it/s]
    Epoch 1:  82%|████████▏ | 27656/33666 [16:05<03:29, 28.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2407/8416 [00:19<00:48, 123.82it/s]
    Epoch 1:  82%|████████▏ | 27657/33666 [16:05<03:29, 28.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2408/8416 [00:19<00:48, 123.82it/s]
    Epoch 1:  82%|████████▏ | 27658/33666 [16:05<03:29, 28.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2409/8416 [00:19<00:48, 123.82it/s]
    Epoch 1:  82%|████████▏ | 27659/33666 [16:05<03:29, 28.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2410/8416 [00:19<00:48, 123.82it/s]
    Epoch 1:  82%|████████▏ | 27660/33666 [16:05<03:29, 28.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2411/8416 [00:19<00:48, 123.82it/s]
    Epoch 1:  82%|████████▏ | 27661/33666 [16:05<03:29, 28.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2412/8416 [00:19<00:48, 123.82it/s]
    Epoch 1:  82%|████████▏ | 27662/33666 [16:05<03:29, 28.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2413/8416 [00:19<00:48, 123.82it/s]
    Epoch 1:  82%|████████▏ | 27663/33666 [16:05<03:29, 28.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2414/8416 [00:19<00:48, 123.82it/s]
    Epoch 1:  82%|████████▏ | 27664/33666 [16:05<03:29, 28.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2415/8416 [00:19<00:48, 123.82it/s]
    Epoch 1:  82%|████████▏ | 27665/33666 [16:05<03:29, 28.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2416/8416 [00:19<00:48, 123.82it/s]
    Epoch 1:  82%|████████▏ | 27666/33666 [16:05<03:29, 28.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2417/8416 [00:19<00:48, 123.81it/s]
    Epoch 1:  82%|████████▏ | 27667/33666 [16:05<03:29, 28.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2418/8416 [00:19<00:48, 123.81it/s]
    Epoch 1:  82%|████████▏ | 27668/33666 [16:05<03:29, 28.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2419/8416 [00:19<00:48, 123.81it/s]
    Epoch 1:  82%|████████▏ | 27669/33666 [16:05<03:29, 28.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2420/8416 [00:19<00:48, 123.81it/s]
    Epoch 1:  82%|████████▏ | 27670/33666 [16:05<03:29, 28.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2421/8416 [00:19<00:48, 123.81it/s]
    Epoch 1:  82%|████████▏ | 27671/33666 [16:05<03:29, 28.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2422/8416 [00:19<00:48, 123.81it/s]
    Epoch 1:  82%|████████▏ | 27672/33666 [16:05<03:29, 28.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2423/8416 [00:19<00:48, 123.81it/s]
    Epoch 1:  82%|████████▏ | 27673/33666 [16:05<03:29, 28.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2424/8416 [00:19<00:48, 123.81it/s]
    Epoch 1:  82%|████████▏ | 27674/33666 [16:05<03:29, 28.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2425/8416 [00:19<00:48, 123.81it/s]
    Epoch 1:  82%|████████▏ | 27675/33666 [16:05<03:28, 28.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2426/8416 [00:19<00:48, 123.81it/s]
    Epoch 1:  82%|████████▏ | 27676/33666 [16:05<03:28, 28.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2427/8416 [00:19<00:48, 123.80it/s]
    Epoch 1:  82%|████████▏ | 27677/33666 [16:05<03:28, 28.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2428/8416 [00:19<00:48, 123.80it/s]
    Epoch 1:  82%|████████▏ | 27678/33666 [16:05<03:28, 28.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2429/8416 [00:19<00:48, 123.80it/s]
    Epoch 1:  82%|████████▏ | 27679/33666 [16:05<03:28, 28.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2430/8416 [00:19<00:48, 123.80it/s]
    Epoch 1:  82%|████████▏ | 27680/33666 [16:05<03:28, 28.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2431/8416 [00:19<00:48, 123.80it/s]
    Epoch 1:  82%|████████▏ | 27681/33666 [16:05<03:28, 28.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2432/8416 [00:19<00:48, 123.80it/s]
    Epoch 1:  82%|████████▏ | 27682/33666 [16:05<03:28, 28.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2433/8416 [00:19<00:48, 123.80it/s]
    Epoch 1:  82%|████████▏ | 27683/33666 [16:05<03:28, 28.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2434/8416 [00:19<00:48, 123.80it/s]
    Epoch 1:  82%|████████▏ | 27684/33666 [16:05<03:28, 28.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2435/8416 [00:19<00:48, 123.80it/s]
    Epoch 1:  82%|████████▏ | 27685/33666 [16:05<03:28, 28.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2436/8416 [00:19<00:48, 123.79it/s]
    Epoch 1:  82%|████████▏ | 27686/33666 [16:05<03:28, 28.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2437/8416 [00:19<00:48, 123.79it/s]
    Epoch 1:  82%|████████▏ | 27687/33666 [16:05<03:28, 28.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2438/8416 [00:19<00:48, 123.79it/s]
    Epoch 1:  82%|████████▏ | 27688/33666 [16:05<03:28, 28.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2439/8416 [00:19<00:48, 123.79it/s]
    Epoch 1:  82%|████████▏ | 27689/33666 [16:05<03:28, 28.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2440/8416 [00:19<00:48, 123.79it/s]
    Epoch 1:  82%|████████▏ | 27690/33666 [16:05<03:28, 28.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2441/8416 [00:19<00:48, 123.79it/s]
    Epoch 1:  82%|████████▏ | 27691/33666 [16:05<03:28, 28.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2442/8416 [00:19<00:48, 123.79it/s]
    Epoch 1:  82%|████████▏ | 27692/33666 [16:05<03:28, 28.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2443/8416 [00:19<00:48, 123.79it/s]
    Epoch 1:  82%|████████▏ | 27693/33666 [16:05<03:28, 28.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2444/8416 [00:19<00:48, 123.78it/s]
    Epoch 1:  82%|████████▏ | 27694/33666 [16:05<03:28, 28.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2445/8416 [00:19<00:48, 123.78it/s]
    Epoch 1:  82%|████████▏ | 27695/33666 [16:05<03:28, 28.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2446/8416 [00:19<00:48, 123.78it/s]
    Epoch 1:  82%|████████▏ | 27696/33666 [16:05<03:28, 28.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2447/8416 [00:19<00:48, 123.78it/s]
    Epoch 1:  82%|████████▏ | 27697/33666 [16:05<03:28, 28.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2448/8416 [00:19<00:48, 123.78it/s]
    Epoch 1:  82%|████████▏ | 27698/33666 [16:05<03:28, 28.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2449/8416 [00:19<00:48, 123.78it/s]
    Epoch 1:  82%|████████▏ | 27699/33666 [16:05<03:28, 28.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2450/8416 [00:19<00:48, 123.76it/s]
    Epoch 1:  82%|████████▏ | 27700/33666 [16:05<03:27, 28.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2451/8416 [00:19<00:48, 123.76it/s]
    Epoch 1:  82%|████████▏ | 27701/33666 [16:05<03:27, 28.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2452/8416 [00:19<00:48, 123.76it/s]
    Epoch 1:  82%|████████▏ | 27702/33666 [16:05<03:27, 28.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2453/8416 [00:19<00:48, 123.76it/s]
    Epoch 1:  82%|████████▏ | 27703/33666 [16:05<03:27, 28.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2454/8416 [00:19<00:48, 123.77it/s]
    Epoch 1:  82%|████████▏ | 27704/33666 [16:05<03:27, 28.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2455/8416 [00:19<00:48, 123.77it/s]
    Epoch 1:  82%|████████▏ | 27705/33666 [16:05<03:27, 28.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2456/8416 [00:19<00:48, 123.77it/s]
    Epoch 1:  82%|████████▏ | 27706/33666 [16:05<03:27, 28.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2457/8416 [00:19<00:48, 123.77it/s]
    Epoch 1:  82%|████████▏ | 27707/33666 [16:05<03:27, 28.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2458/8416 [00:19<00:48, 123.77it/s]
    Epoch 1:  82%|████████▏ | 27708/33666 [16:05<03:27, 28.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2459/8416 [00:19<00:48, 123.77it/s]
    Epoch 1:  82%|████████▏ | 27709/33666 [16:05<03:27, 28.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2460/8416 [00:19<00:48, 123.77it/s]
    Epoch 1:  82%|████████▏ | 27710/33666 [16:05<03:27, 28.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2461/8416 [00:19<00:48, 123.77it/s]
    Epoch 1:  82%|████████▏ | 27711/33666 [16:05<03:27, 28.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2462/8416 [00:19<00:48, 123.78it/s]
    Epoch 1:  82%|████████▏ | 27712/33666 [16:05<03:27, 28.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2463/8416 [00:19<00:48, 123.78it/s]
    Epoch 1:  82%|████████▏ | 27713/33666 [16:05<03:27, 28.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2464/8416 [00:19<00:48, 123.78it/s]
    Epoch 1:  82%|████████▏ | 27714/33666 [16:05<03:27, 28.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2465/8416 [00:19<00:48, 123.78it/s]
    Epoch 1:  82%|████████▏ | 27715/33666 [16:05<03:27, 28.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2466/8416 [00:19<00:48, 123.78it/s]
    Epoch 1:  82%|████████▏ | 27716/33666 [16:05<03:27, 28.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2467/8416 [00:19<00:48, 123.78it/s]
    Epoch 1:  82%|████████▏ | 27717/33666 [16:05<03:27, 28.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2468/8416 [00:19<00:48, 123.78it/s]
    Epoch 1:  82%|████████▏ | 27718/33666 [16:05<03:27, 28.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2469/8416 [00:19<00:48, 123.78it/s]
    Epoch 1:  82%|████████▏ | 27719/33666 [16:05<03:27, 28.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2470/8416 [00:19<00:48, 123.78it/s]
    Epoch 1:  82%|████████▏ | 27720/33666 [16:05<03:27, 28.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2471/8416 [00:19<00:48, 123.78it/s]
    Epoch 1:  82%|████████▏ | 27721/33666 [16:05<03:27, 28.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2472/8416 [00:19<00:48, 123.79it/s]
    Epoch 1:  82%|████████▏ | 27722/33666 [16:05<03:27, 28.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2473/8416 [00:19<00:48, 123.79it/s]
    Epoch 1:  82%|████████▏ | 27723/33666 [16:05<03:27, 28.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2474/8416 [00:19<00:48, 123.79it/s]
    Epoch 1:  82%|████████▏ | 27724/33666 [16:05<03:27, 28.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2475/8416 [00:19<00:47, 123.79it/s]
    Epoch 1:  82%|████████▏ | 27725/33666 [16:05<03:26, 28.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2476/8416 [00:20<00:47, 123.79it/s]
    Epoch 1:  82%|████████▏ | 27726/33666 [16:05<03:26, 28.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2477/8416 [00:20<00:47, 123.79it/s]
    Epoch 1:  82%|████████▏ | 27727/33666 [16:05<03:26, 28.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2478/8416 [00:20<00:47, 123.79it/s]
    Epoch 1:  82%|████████▏ | 27728/33666 [16:05<03:26, 28.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2479/8416 [00:20<00:47, 123.79it/s]
    Epoch 1:  82%|████████▏ | 27729/33666 [16:05<03:26, 28.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2480/8416 [00:20<00:47, 123.79it/s]
    Epoch 1:  82%|████████▏ | 27730/33666 [16:05<03:26, 28.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2481/8416 [00:20<00:47, 123.79it/s]
    Epoch 1:  82%|████████▏ | 27731/33666 [16:05<03:26, 28.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2482/8416 [00:20<00:47, 123.80it/s]
    Epoch 1:  82%|████████▏ | 27732/33666 [16:05<03:26, 28.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2483/8416 [00:20<00:47, 123.80it/s]
    Epoch 1:  82%|████████▏ | 27733/33666 [16:05<03:26, 28.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2484/8416 [00:20<00:47, 123.80it/s]
    Epoch 1:  82%|████████▏ | 27734/33666 [16:05<03:26, 28.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2485/8416 [00:20<00:47, 123.80it/s]
    Epoch 1:  82%|████████▏ | 27735/33666 [16:05<03:26, 28.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2486/8416 [00:20<00:47, 123.80it/s]
    Epoch 1:  82%|████████▏ | 27736/33666 [16:05<03:26, 28.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2487/8416 [00:20<00:47, 123.80it/s]
    Epoch 1:  82%|████████▏ | 27737/33666 [16:05<03:26, 28.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2488/8416 [00:20<00:47, 123.80it/s]
    Epoch 1:  82%|████████▏ | 27738/33666 [16:05<03:26, 28.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2489/8416 [00:20<00:47, 123.80it/s]
    Epoch 1:  82%|████████▏ | 27739/33666 [16:05<03:26, 28.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2490/8416 [00:20<00:47, 123.80it/s]
    Epoch 1:  82%|████████▏ | 27740/33666 [16:05<03:26, 28.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2491/8416 [00:20<00:47, 123.80it/s]
    Epoch 1:  82%|████████▏ | 27741/33666 [16:05<03:26, 28.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2492/8416 [00:20<00:47, 123.80it/s]
    Epoch 1:  82%|████████▏ | 27742/33666 [16:05<03:26, 28.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2493/8416 [00:20<00:47, 123.80it/s]
    Epoch 1:  82%|████████▏ | 27743/33666 [16:05<03:26, 28.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2494/8416 [00:20<00:47, 123.80it/s]
    Epoch 1:  82%|████████▏ | 27744/33666 [16:05<03:26, 28.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2495/8416 [00:20<00:47, 123.80it/s]
    Epoch 1:  82%|████████▏ | 27745/33666 [16:05<03:26, 28.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2496/8416 [00:20<00:47, 123.80it/s]
    Epoch 1:  82%|████████▏ | 27746/33666 [16:06<03:26, 28.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2497/8416 [00:20<00:47, 123.80it/s]
    Epoch 1:  82%|████████▏ | 27747/33666 [16:06<03:26, 28.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2498/8416 [00:20<00:47, 123.80it/s]
    Epoch 1:  82%|████████▏ | 27748/33666 [16:06<03:26, 28.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2499/8416 [00:20<00:47, 123.80it/s]
    Epoch 1:  82%|████████▏ | 27749/33666 [16:06<03:25, 28.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2500/8416 [00:20<00:47, 123.79it/s]
    Epoch 1:  82%|████████▏ | 27750/33666 [16:06<03:25, 28.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2501/8416 [00:20<00:47, 123.79it/s]
    Epoch 1:  82%|████████▏ | 27751/33666 [16:06<03:25, 28.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2502/8416 [00:20<00:47, 123.79it/s]
    Epoch 1:  82%|████████▏ | 27752/33666 [16:06<03:25, 28.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2503/8416 [00:20<00:47, 123.79it/s]
    Epoch 1:  82%|████████▏ | 27753/33666 [16:06<03:25, 28.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2504/8416 [00:20<00:47, 123.79it/s]
    Epoch 1:  82%|████████▏ | 27754/33666 [16:06<03:25, 28.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2505/8416 [00:20<00:47, 123.79it/s]
    Epoch 1:  82%|████████▏ | 27755/33666 [16:06<03:25, 28.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2506/8416 [00:20<00:47, 123.79it/s]
    Epoch 1:  82%|████████▏ | 27756/33666 [16:06<03:25, 28.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2507/8416 [00:20<00:47, 123.79it/s]
    Epoch 1:  82%|████████▏ | 27757/33666 [16:06<03:25, 28.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2508/8416 [00:20<00:47, 123.79it/s]
    Epoch 1:  82%|████████▏ | 27758/33666 [16:06<03:25, 28.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2509/8416 [00:20<00:47, 123.79it/s]
    Epoch 1:  82%|████████▏ | 27759/33666 [16:06<03:25, 28.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2510/8416 [00:20<00:47, 123.79it/s]
    Epoch 1:  82%|████████▏ | 27760/33666 [16:06<03:25, 28.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2511/8416 [00:20<00:47, 123.79it/s]
    Epoch 1:  82%|████████▏ | 27761/33666 [16:06<03:25, 28.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2512/8416 [00:20<00:47, 123.79it/s]
    Epoch 1:  82%|████████▏ | 27762/33666 [16:06<03:25, 28.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2513/8416 [00:20<00:47, 123.79it/s]
    Epoch 1:  82%|████████▏ | 27763/33666 [16:06<03:25, 28.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2514/8416 [00:20<00:47, 123.80it/s]
    Epoch 1:  82%|████████▏ | 27764/33666 [16:06<03:25, 28.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2515/8416 [00:20<00:47, 123.80it/s]
    Epoch 1:  82%|████████▏ | 27765/33666 [16:06<03:25, 28.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2516/8416 [00:20<00:47, 123.80it/s]
    Epoch 1:  82%|████████▏ | 27766/33666 [16:06<03:25, 28.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2517/8416 [00:20<00:47, 123.80it/s]
    Epoch 1:  82%|████████▏ | 27767/33666 [16:06<03:25, 28.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2518/8416 [00:20<00:47, 123.80it/s]
    Epoch 1:  82%|████████▏ | 27768/33666 [16:06<03:25, 28.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2519/8416 [00:20<00:47, 123.80it/s]
    Epoch 1:  82%|████████▏ | 27769/33666 [16:06<03:25, 28.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2520/8416 [00:20<00:47, 123.80it/s]
    Epoch 1:  82%|████████▏ | 27770/33666 [16:06<03:25, 28.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2521/8416 [00:20<00:47, 123.80it/s]
    Epoch 1:  82%|████████▏ | 27771/33666 [16:06<03:25, 28.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2522/8416 [00:20<00:47, 123.80it/s]
    Epoch 1:  82%|████████▏ | 27772/33666 [16:06<03:25, 28.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2523/8416 [00:20<00:47, 123.80it/s]
    Epoch 1:  82%|████████▏ | 27773/33666 [16:06<03:25, 28.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2524/8416 [00:20<00:47, 123.80it/s]
    Epoch 1:  82%|████████▏ | 27774/33666 [16:06<03:24, 28.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|███       | 2525/8416 [00:20<00:47, 123.80it/s]
    Epoch 1:  83%|████████▎ | 27775/33666 [16:06<03:24, 28.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|███       | 2526/8416 [00:20<00:47, 123.80it/s]
    Epoch 1:  83%|████████▎ | 27776/33666 [16:06<03:24, 28.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|███       | 2527/8416 [00:20<00:47, 123.80it/s]
    Epoch 1:  83%|████████▎ | 27777/33666 [16:06<03:24, 28.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|███       | 2528/8416 [00:20<00:47, 123.80it/s]
    Epoch 1:  83%|████████▎ | 27778/33666 [16:06<03:24, 28.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|███       | 2529/8416 [00:20<00:47, 123.80it/s]
    Epoch 1:  83%|████████▎ | 27779/33666 [16:06<03:24, 28.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|███       | 2530/8416 [00:20<00:47, 123.80it/s]
    Epoch 1:  83%|████████▎ | 27780/33666 [16:06<03:24, 28.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|███       | 2531/8416 [00:20<00:47, 123.80it/s]
    Epoch 1:  83%|████████▎ | 27781/33666 [16:06<03:24, 28.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|███       | 2532/8416 [00:20<00:47, 123.80it/s]
    Epoch 1:  83%|████████▎ | 27782/33666 [16:06<03:24, 28.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|███       | 2533/8416 [00:20<00:47, 123.80it/s]
    Epoch 1:  83%|████████▎ | 27783/33666 [16:06<03:24, 28.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|███       | 2534/8416 [00:20<00:47, 123.80it/s]
    Epoch 1:  83%|████████▎ | 27784/33666 [16:06<03:24, 28.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|███       | 2535/8416 [00:20<00:47, 123.80it/s]
    Epoch 1:  83%|████████▎ | 27785/33666 [16:06<03:24, 28.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|███       | 2536/8416 [00:20<00:47, 123.80it/s]
    Epoch 1:  83%|████████▎ | 27786/33666 [16:06<03:24, 28.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|███       | 2537/8416 [00:20<00:47, 123.80it/s]
    Epoch 1:  83%|████████▎ | 27787/33666 [16:06<03:24, 28.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|███       | 2538/8416 [00:20<00:47, 123.76it/s]
    Epoch 1:  83%|████████▎ | 27788/33666 [16:06<03:24, 28.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|███       | 2539/8416 [00:20<00:47, 123.74it/s]
    Epoch 1:  83%|████████▎ | 27789/33666 [16:06<03:24, 28.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|███       | 2540/8416 [00:20<00:47, 123.74it/s]
    Epoch 1:  83%|████████▎ | 27790/33666 [16:06<03:24, 28.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|███       | 2541/8416 [00:20<00:47, 123.74it/s]
    Epoch 1:  83%|████████▎ | 27791/33666 [16:06<03:24, 28.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|███       | 2542/8416 [00:20<00:47, 123.74it/s]
    Epoch 1:  83%|████████▎ | 27792/33666 [16:06<03:24, 28.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|███       | 2543/8416 [00:20<00:47, 123.74it/s]
    Epoch 1:  83%|████████▎ | 27793/33666 [16:06<03:24, 28.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|███       | 2544/8416 [00:20<00:47, 123.74it/s]
    Epoch 1:  83%|████████▎ | 27794/33666 [16:06<03:24, 28.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|███       | 2545/8416 [00:20<00:47, 123.74it/s]
    Epoch 1:  83%|████████▎ | 27795/33666 [16:06<03:24, 28.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|███       | 2546/8416 [00:20<00:47, 123.74it/s]
    Epoch 1:  83%|████████▎ | 27796/33666 [16:06<03:24, 28.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|███       | 2547/8416 [00:20<00:47, 123.74it/s]
    Epoch 1:  83%|████████▎ | 27797/33666 [16:06<03:24, 28.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|███       | 2548/8416 [00:20<00:47, 123.74it/s]
    Epoch 1:  83%|████████▎ | 27798/33666 [16:06<03:24, 28.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|███       | 2549/8416 [00:20<00:47, 123.74it/s]
    Epoch 1:  83%|████████▎ | 27799/33666 [16:06<03:23, 28.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|███       | 2550/8416 [00:20<00:47, 123.74it/s]
    Epoch 1:  83%|████████▎ | 27800/33666 [16:06<03:23, 28.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  30%|███       | 2551/8416 [00:20<00:47, 123.74it/s]
    Epoch 1:  83%|████████▎ | 27801/33666 [16:06<03:23, 28.77it/s, loss=3.71, v_num=0]

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    Validation DataLoader 0:  30%|███       | 2566/8416 [00:20<00:47, 123.72it/s]
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    Validation DataLoader 0:  31%|███       | 2567/8416 [00:20<00:47, 123.72it/s]
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    Validation DataLoader 0:  31%|███       | 2568/8416 [00:20<00:47, 123.72it/s]
    Epoch 1:  83%|████████▎ | 27818/33666 [16:06<03:23, 28.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2569/8416 [00:20<00:47, 123.73it/s]
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    Validation DataLoader 0:  31%|███       | 2570/8416 [00:20<00:47, 123.73it/s]
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    Validation DataLoader 0:  31%|███       | 2571/8416 [00:20<00:47, 123.73it/s]
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    Validation DataLoader 0:  31%|███       | 2572/8416 [00:20<00:47, 123.73it/s]
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    Validation DataLoader 0:  31%|███       | 2573/8416 [00:20<00:47, 123.73it/s]
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    Validation DataLoader 0:  31%|███       | 2574/8416 [00:20<00:47, 123.73it/s]
    Epoch 1:  83%|████████▎ | 27824/33666 [16:06<03:22, 28.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2575/8416 [00:20<00:47, 123.73it/s]
    Epoch 1:  83%|████████▎ | 27825/33666 [16:06<03:22, 28.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2576/8416 [00:20<00:47, 123.73it/s]
    Epoch 1:  83%|████████▎ | 27826/33666 [16:06<03:22, 28.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2577/8416 [00:20<00:47, 123.73it/s]
    Epoch 1:  83%|████████▎ | 27827/33666 [16:06<03:22, 28.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2578/8416 [00:20<00:47, 123.73it/s]
    Epoch 1:  83%|████████▎ | 27828/33666 [16:06<03:22, 28.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2579/8416 [00:20<00:47, 123.74it/s]
    Epoch 1:  83%|████████▎ | 27829/33666 [16:06<03:22, 28.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2580/8416 [00:20<00:47, 123.74it/s]
    Epoch 1:  83%|████████▎ | 27830/33666 [16:06<03:22, 28.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2581/8416 [00:20<00:47, 123.74it/s]
    Epoch 1:  83%|████████▎ | 27831/33666 [16:06<03:22, 28.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2582/8416 [00:20<00:47, 123.74it/s]
    Epoch 1:  83%|████████▎ | 27832/33666 [16:06<03:22, 28.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2583/8416 [00:20<00:47, 123.74it/s]
    Epoch 1:  83%|████████▎ | 27833/33666 [16:06<03:22, 28.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2584/8416 [00:20<00:47, 123.74it/s]
    Epoch 1:  83%|████████▎ | 27834/33666 [16:06<03:22, 28.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2585/8416 [00:20<00:47, 123.74it/s]
    Epoch 1:  83%|████████▎ | 27835/33666 [16:06<03:22, 28.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2586/8416 [00:20<00:47, 123.74it/s]
    Epoch 1:  83%|████████▎ | 27836/33666 [16:06<03:22, 28.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2587/8416 [00:20<00:47, 123.74it/s]
    Epoch 1:  83%|████████▎ | 27837/33666 [16:06<03:22, 28.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2588/8416 [00:20<00:47, 123.74it/s]
    Epoch 1:  83%|████████▎ | 27838/33666 [16:06<03:22, 28.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2589/8416 [00:20<00:47, 123.75it/s]
    Epoch 1:  83%|████████▎ | 27839/33666 [16:06<03:22, 28.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2590/8416 [00:20<00:47, 123.75it/s]
    Epoch 1:  83%|████████▎ | 27840/33666 [16:06<03:22, 28.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2591/8416 [00:20<00:47, 123.75it/s]
    Epoch 1:  83%|████████▎ | 27841/33666 [16:06<03:22, 28.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2592/8416 [00:20<00:47, 123.75it/s]
    Epoch 1:  83%|████████▎ | 27842/33666 [16:06<03:22, 28.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2593/8416 [00:20<00:47, 123.74it/s]
    Epoch 1:  83%|████████▎ | 27843/33666 [16:06<03:22, 28.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2594/8416 [00:20<00:47, 123.74it/s]
    Epoch 1:  83%|████████▎ | 27844/33666 [16:06<03:22, 28.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2595/8416 [00:20<00:47, 123.74it/s]
    Epoch 1:  83%|████████▎ | 27845/33666 [16:06<03:22, 28.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2596/8416 [00:20<00:47, 123.74it/s]
    Epoch 1:  83%|████████▎ | 27846/33666 [16:06<03:22, 28.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2597/8416 [00:20<00:47, 123.74it/s]
    Epoch 1:  83%|████████▎ | 27847/33666 [16:06<03:22, 28.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2598/8416 [00:20<00:47, 123.74it/s]
    Epoch 1:  83%|████████▎ | 27848/33666 [16:06<03:21, 28.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2599/8416 [00:21<00:47, 123.74it/s]
    Epoch 1:  83%|████████▎ | 27849/33666 [16:06<03:21, 28.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2600/8416 [00:21<00:47, 123.74it/s]
    Epoch 1:  83%|████████▎ | 27850/33666 [16:06<03:21, 28.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2601/8416 [00:21<00:46, 123.72it/s]
    Epoch 1:  83%|████████▎ | 27851/33666 [16:06<03:21, 28.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2602/8416 [00:21<00:46, 123.72it/s]
    Epoch 1:  83%|████████▎ | 27852/33666 [16:06<03:21, 28.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2603/8416 [00:21<00:46, 123.71it/s]
    Epoch 1:  83%|████████▎ | 27853/33666 [16:06<03:21, 28.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2604/8416 [00:21<00:46, 123.71it/s]
    Epoch 1:  83%|████████▎ | 27854/33666 [16:06<03:21, 28.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2605/8416 [00:21<00:46, 123.71it/s]
    Epoch 1:  83%|████████▎ | 27855/33666 [16:06<03:21, 28.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2606/8416 [00:21<00:46, 123.69it/s]
    Epoch 1:  83%|████████▎ | 27856/33666 [16:06<03:21, 28.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2607/8416 [00:21<00:46, 123.69it/s]
    Epoch 1:  83%|████████▎ | 27857/33666 [16:06<03:21, 28.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2608/8416 [00:21<00:46, 123.69it/s]
    Epoch 1:  83%|████████▎ | 27858/33666 [16:06<03:21, 28.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2609/8416 [00:21<00:46, 123.69it/s]
    Epoch 1:  83%|████████▎ | 27859/33666 [16:06<03:21, 28.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2610/8416 [00:21<00:46, 123.69it/s]
    Epoch 1:  83%|████████▎ | 27860/33666 [16:06<03:21, 28.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2611/8416 [00:21<00:46, 123.69it/s]
    Epoch 1:  83%|████████▎ | 27861/33666 [16:06<03:21, 28.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2612/8416 [00:21<00:46, 123.69it/s]
    Epoch 1:  83%|████████▎ | 27862/33666 [16:06<03:21, 28.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2613/8416 [00:21<00:46, 123.69it/s]
    Epoch 1:  83%|████████▎ | 27863/33666 [16:06<03:21, 28.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2614/8416 [00:21<00:46, 123.69it/s]
    Epoch 1:  83%|████████▎ | 27864/33666 [16:06<03:21, 28.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2615/8416 [00:21<00:46, 123.69it/s]
    Epoch 1:  83%|████████▎ | 27865/33666 [16:06<03:21, 28.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2616/8416 [00:21<00:46, 123.69it/s]
    Epoch 1:  83%|████████▎ | 27866/33666 [16:06<03:21, 28.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2617/8416 [00:21<00:46, 123.68it/s]
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    Validation DataLoader 0:  31%|███       | 2618/8416 [00:21<00:46, 123.68it/s]
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    Validation DataLoader 0:  31%|███       | 2619/8416 [00:21<00:46, 123.68it/s]
    Epoch 1:  83%|████████▎ | 27869/33666 [16:07<03:21, 28.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2620/8416 [00:21<00:46, 123.68it/s]
    Epoch 1:  83%|████████▎ | 27870/33666 [16:07<03:21, 28.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2621/8416 [00:21<00:46, 123.68it/s]
    Epoch 1:  83%|████████▎ | 27871/33666 [16:07<03:21, 28.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2622/8416 [00:21<00:46, 123.68it/s]
    Epoch 1:  83%|████████▎ | 27872/33666 [16:07<03:21, 28.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2623/8416 [00:21<00:46, 123.68it/s]
    Epoch 1:  83%|████████▎ | 27873/33666 [16:07<03:20, 28.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2624/8416 [00:21<00:46, 123.68it/s]
    Epoch 1:  83%|████████▎ | 27874/33666 [16:07<03:20, 28.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2625/8416 [00:21<00:46, 123.68it/s]
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    Validation DataLoader 0:  31%|███       | 2626/8416 [00:21<00:46, 123.68it/s]
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    Validation DataLoader 0:  31%|███       | 2627/8416 [00:21<00:46, 123.68it/s]
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    Validation DataLoader 0:  31%|███       | 2628/8416 [00:21<00:46, 123.67it/s]
    Epoch 1:  83%|████████▎ | 27878/33666 [16:07<03:20, 28.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███       | 2629/8416 [00:21<00:46, 123.67it/s]
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    Validation DataLoader 0:  31%|███▏      | 2630/8416 [00:21<00:46, 123.67it/s]
    Epoch 1:  83%|████████▎ | 27880/33666 [16:07<03:20, 28.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███▏      | 2631/8416 [00:21<00:46, 123.67it/s]
    Epoch 1:  83%|████████▎ | 27881/33666 [16:07<03:20, 28.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███▏      | 2632/8416 [00:21<00:46, 123.67it/s]
    Epoch 1:  83%|████████▎ | 27882/33666 [16:07<03:20, 28.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███▏      | 2633/8416 [00:21<00:46, 123.67it/s]
    Epoch 1:  83%|████████▎ | 27883/33666 [16:07<03:20, 28.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███▏      | 2634/8416 [00:21<00:46, 123.67it/s]
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    Validation DataLoader 0:  31%|███▏      | 2635/8416 [00:21<00:46, 123.67it/s]
    Epoch 1:  83%|████████▎ | 27885/33666 [16:07<03:20, 28.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███▏      | 2636/8416 [00:21<00:46, 123.67it/s]
    Epoch 1:  83%|████████▎ | 27886/33666 [16:07<03:20, 28.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███▏      | 2637/8416 [00:21<00:46, 123.67it/s]
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    Validation DataLoader 0:  31%|███▏      | 2639/8416 [00:21<00:46, 123.67it/s]
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    Validation DataLoader 0:  31%|███▏      | 2640/8416 [00:21<00:46, 123.67it/s]
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    Epoch 1:  83%|████████▎ | 27891/33666 [16:07<03:20, 28.84it/s, loss=3.71, v_num=0]

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    Epoch 1:  83%|████████▎ | 27892/33666 [16:07<03:20, 28.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███▏      | 2643/8416 [00:21<00:46, 123.67it/s]
    Epoch 1:  83%|████████▎ | 27893/33666 [16:07<03:20, 28.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███▏      | 2644/8416 [00:21<00:46, 123.67it/s]
    Epoch 1:  83%|████████▎ | 27894/33666 [16:07<03:20, 28.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███▏      | 2645/8416 [00:21<00:46, 123.67it/s]
    Epoch 1:  83%|████████▎ | 27895/33666 [16:07<03:20, 28.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███▏      | 2646/8416 [00:21<00:46, 123.67it/s]
    Epoch 1:  83%|████████▎ | 27896/33666 [16:07<03:20, 28.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███▏      | 2647/8416 [00:21<00:46, 123.67it/s]
    Epoch 1:  83%|████████▎ | 27897/33666 [16:07<03:20, 28.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███▏      | 2648/8416 [00:21<00:46, 123.67it/s]
    Epoch 1:  83%|████████▎ | 27898/33666 [16:07<03:19, 28.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███▏      | 2649/8416 [00:21<00:46, 123.67it/s]
    Epoch 1:  83%|████████▎ | 27899/33666 [16:07<03:19, 28.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███▏      | 2650/8416 [00:21<00:46, 123.67it/s]
    Epoch 1:  83%|████████▎ | 27900/33666 [16:07<03:19, 28.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  31%|███▏      | 2651/8416 [00:21<00:46, 123.67it/s]
    Epoch 1:  83%|████████▎ | 27901/33666 [16:07<03:19, 28.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2652/8416 [00:21<00:46, 123.67it/s]
    Epoch 1:  83%|████████▎ | 27902/33666 [16:07<03:19, 28.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2653/8416 [00:21<00:46, 123.67it/s]
    Epoch 1:  83%|████████▎ | 27903/33666 [16:07<03:19, 28.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2654/8416 [00:21<00:46, 123.67it/s]
    Epoch 1:  83%|████████▎ | 27904/33666 [16:07<03:19, 28.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2655/8416 [00:21<00:46, 123.67it/s]
    Epoch 1:  83%|████████▎ | 27905/33666 [16:07<03:19, 28.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2656/8416 [00:21<00:46, 123.66it/s]
    Epoch 1:  83%|████████▎ | 27906/33666 [16:07<03:19, 28.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2657/8416 [00:21<00:46, 123.66it/s]
    Epoch 1:  83%|████████▎ | 27907/33666 [16:07<03:19, 28.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2658/8416 [00:21<00:46, 123.66it/s]
    Epoch 1:  83%|████████▎ | 27908/33666 [16:07<03:19, 28.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2659/8416 [00:21<00:46, 123.66it/s]
    Epoch 1:  83%|████████▎ | 27909/33666 [16:07<03:19, 28.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2660/8416 [00:21<00:46, 123.66it/s]
    Epoch 1:  83%|████████▎ | 27910/33666 [16:07<03:19, 28.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2661/8416 [00:21<00:46, 123.66it/s]
    Epoch 1:  83%|████████▎ | 27911/33666 [16:07<03:19, 28.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2662/8416 [00:21<00:46, 123.66it/s]
    Epoch 1:  83%|████████▎ | 27912/33666 [16:07<03:19, 28.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2663/8416 [00:21<00:46, 123.66it/s]
    Epoch 1:  83%|████████▎ | 27913/33666 [16:07<03:19, 28.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2664/8416 [00:21<00:46, 123.66it/s]
    Epoch 1:  83%|████████▎ | 27914/33666 [16:07<03:19, 28.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2665/8416 [00:21<00:46, 123.66it/s]
    Epoch 1:  83%|████████▎ | 27915/33666 [16:07<03:19, 28.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2666/8416 [00:21<00:46, 123.66it/s]
    Epoch 1:  83%|████████▎ | 27916/33666 [16:07<03:19, 28.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2667/8416 [00:21<00:46, 123.66it/s]
    Epoch 1:  83%|████████▎ | 27917/33666 [16:07<03:19, 28.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2668/8416 [00:21<00:46, 123.66it/s]
    Epoch 1:  83%|████████▎ | 27918/33666 [16:07<03:19, 28.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2669/8416 [00:21<00:46, 123.66it/s]
    Epoch 1:  83%|████████▎ | 27919/33666 [16:07<03:19, 28.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2670/8416 [00:21<00:46, 123.66it/s]
    Epoch 1:  83%|████████▎ | 27920/33666 [16:07<03:19, 28.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2671/8416 [00:21<00:46, 123.66it/s]
    Epoch 1:  83%|████████▎ | 27921/33666 [16:07<03:19, 28.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2672/8416 [00:21<00:46, 123.66it/s]
    Epoch 1:  83%|████████▎ | 27922/33666 [16:07<03:19, 28.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2673/8416 [00:21<00:46, 123.66it/s]
    Epoch 1:  83%|████████▎ | 27923/33666 [16:07<03:18, 28.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2674/8416 [00:21<00:46, 123.66it/s]
    Epoch 1:  83%|████████▎ | 27924/33666 [16:07<03:18, 28.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2675/8416 [00:21<00:46, 123.66it/s]
    Epoch 1:  83%|████████▎ | 27925/33666 [16:07<03:18, 28.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2676/8416 [00:21<00:46, 123.66it/s]
    Epoch 1:  83%|████████▎ | 27926/33666 [16:07<03:18, 28.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2677/8416 [00:21<00:46, 123.66it/s]
    Epoch 1:  83%|████████▎ | 27927/33666 [16:07<03:18, 28.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2678/8416 [00:21<00:46, 123.66it/s]
    Epoch 1:  83%|████████▎ | 27928/33666 [16:07<03:18, 28.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2679/8416 [00:21<00:46, 123.66it/s]
    Epoch 1:  83%|████████▎ | 27929/33666 [16:07<03:18, 28.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2680/8416 [00:21<00:46, 123.66it/s]
    Epoch 1:  83%|████████▎ | 27930/33666 [16:07<03:18, 28.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2681/8416 [00:21<00:46, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27931/33666 [16:07<03:18, 28.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2682/8416 [00:21<00:46, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27932/33666 [16:07<03:18, 28.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2683/8416 [00:21<00:46, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27933/33666 [16:07<03:18, 28.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2684/8416 [00:21<00:46, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27934/33666 [16:07<03:18, 28.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2685/8416 [00:21<00:46, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27935/33666 [16:07<03:18, 28.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2686/8416 [00:21<00:46, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27936/33666 [16:07<03:18, 28.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2687/8416 [00:21<00:46, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27937/33666 [16:07<03:18, 28.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2688/8416 [00:21<00:46, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27938/33666 [16:07<03:18, 28.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2689/8416 [00:21<00:46, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27939/33666 [16:07<03:18, 28.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2690/8416 [00:21<00:46, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27940/33666 [16:07<03:18, 28.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2691/8416 [00:21<00:46, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27941/33666 [16:07<03:18, 28.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2692/8416 [00:21<00:46, 123.64it/s]
    Epoch 1:  83%|████████▎ | 27942/33666 [16:07<03:18, 28.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2693/8416 [00:21<00:46, 123.64it/s]
    Epoch 1:  83%|████████▎ | 27943/33666 [16:07<03:18, 28.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2694/8416 [00:21<00:46, 123.64it/s]
    Epoch 1:  83%|████████▎ | 27944/33666 [16:07<03:18, 28.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2695/8416 [00:21<00:46, 123.64it/s]
    Epoch 1:  83%|████████▎ | 27945/33666 [16:07<03:18, 28.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2696/8416 [00:21<00:46, 123.64it/s]
    Epoch 1:  83%|████████▎ | 27946/33666 [16:07<03:18, 28.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2697/8416 [00:21<00:46, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27947/33666 [16:07<03:18, 28.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2698/8416 [00:21<00:46, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27948/33666 [16:07<03:17, 28.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2699/8416 [00:21<00:46, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27949/33666 [16:07<03:17, 28.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2700/8416 [00:21<00:46, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27950/33666 [16:07<03:17, 28.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2701/8416 [00:21<00:46, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27951/33666 [16:07<03:17, 28.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2702/8416 [00:21<00:46, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27952/33666 [16:07<03:17, 28.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2703/8416 [00:21<00:46, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27953/33666 [16:07<03:17, 28.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2704/8416 [00:21<00:46, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27954/33666 [16:07<03:17, 28.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2705/8416 [00:21<00:46, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27955/33666 [16:07<03:17, 28.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2706/8416 [00:21<00:46, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27956/33666 [16:07<03:17, 28.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2707/8416 [00:21<00:46, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27957/33666 [16:07<03:17, 28.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2708/8416 [00:21<00:46, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27958/33666 [16:07<03:17, 28.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2709/8416 [00:21<00:46, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27959/33666 [16:07<03:17, 28.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2710/8416 [00:21<00:46, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27960/33666 [16:07<03:17, 28.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2711/8416 [00:21<00:46, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27961/33666 [16:07<03:17, 28.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2712/8416 [00:21<00:46, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27962/33666 [16:07<03:17, 28.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2713/8416 [00:21<00:46, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27963/33666 [16:07<03:17, 28.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2714/8416 [00:21<00:46, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27964/33666 [16:07<03:17, 28.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2715/8416 [00:21<00:46, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27965/33666 [16:07<03:17, 28.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2716/8416 [00:21<00:46, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27966/33666 [16:07<03:17, 28.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2717/8416 [00:21<00:46, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27967/33666 [16:07<03:17, 28.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2718/8416 [00:21<00:46, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27968/33666 [16:07<03:17, 28.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2719/8416 [00:21<00:46, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27969/33666 [16:07<03:17, 28.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2720/8416 [00:21<00:46, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27970/33666 [16:07<03:17, 28.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2721/8416 [00:22<00:46, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27971/33666 [16:07<03:17, 28.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2722/8416 [00:22<00:46, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27972/33666 [16:07<03:17, 28.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2723/8416 [00:22<00:46, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27973/33666 [16:07<03:16, 28.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2724/8416 [00:22<00:46, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27974/33666 [16:07<03:16, 28.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2725/8416 [00:22<00:46, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27975/33666 [16:07<03:16, 28.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2726/8416 [00:22<00:46, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27976/33666 [16:07<03:16, 28.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2727/8416 [00:22<00:46, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27977/33666 [16:07<03:16, 28.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2728/8416 [00:22<00:46, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27978/33666 [16:07<03:16, 28.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2729/8416 [00:22<00:45, 123.65it/s]
    Epoch 1:  83%|████████▎ | 27979/33666 [16:07<03:16, 28.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2730/8416 [00:22<00:45, 123.62it/s]
    Epoch 1:  83%|████████▎ | 27980/33666 [16:07<03:16, 28.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2731/8416 [00:22<00:45, 123.61it/s]
    Epoch 1:  83%|████████▎ | 27981/33666 [16:07<03:16, 28.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2732/8416 [00:22<00:45, 123.61it/s]
    Epoch 1:  83%|████████▎ | 27982/33666 [16:07<03:16, 28.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2733/8416 [00:22<00:45, 123.61it/s]
    Epoch 1:  83%|████████▎ | 27983/33666 [16:07<03:16, 28.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2734/8416 [00:22<00:45, 123.61it/s]
    Epoch 1:  83%|████████▎ | 27984/33666 [16:07<03:16, 28.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2735/8416 [00:22<00:45, 123.61it/s]
    Epoch 1:  83%|████████▎ | 27985/33666 [16:07<03:16, 28.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2736/8416 [00:22<00:45, 123.61it/s]
    Epoch 1:  83%|████████▎ | 27986/33666 [16:07<03:16, 28.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2737/8416 [00:22<00:45, 123.61it/s]
    Epoch 1:  83%|████████▎ | 27987/33666 [16:07<03:16, 28.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2738/8416 [00:22<00:45, 123.61it/s]
    Epoch 1:  83%|████████▎ | 27988/33666 [16:07<03:16, 28.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2739/8416 [00:22<00:45, 123.61it/s]
    Epoch 1:  83%|████████▎ | 27989/33666 [16:07<03:16, 28.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2740/8416 [00:22<00:45, 123.60it/s]
    Epoch 1:  83%|████████▎ | 27990/33666 [16:08<03:16, 28.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2741/8416 [00:22<00:45, 123.60it/s]
    Epoch 1:  83%|████████▎ | 27991/33666 [16:08<03:16, 28.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2742/8416 [00:22<00:45, 123.60it/s]
    Epoch 1:  83%|████████▎ | 27992/33666 [16:08<03:16, 28.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2743/8416 [00:22<00:45, 123.60it/s]
    Epoch 1:  83%|████████▎ | 27993/33666 [16:08<03:16, 28.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2744/8416 [00:22<00:45, 123.60it/s]
    Epoch 1:  83%|████████▎ | 27994/33666 [16:08<03:16, 28.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2745/8416 [00:22<00:45, 123.60it/s]
    Epoch 1:  83%|████████▎ | 27995/33666 [16:08<03:16, 28.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2746/8416 [00:22<00:45, 123.58it/s]
    Epoch 1:  83%|████████▎ | 27996/33666 [16:08<03:16, 28.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2747/8416 [00:22<00:45, 123.58it/s]
    Epoch 1:  83%|████████▎ | 27997/33666 [16:08<03:16, 28.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2748/8416 [00:22<00:45, 123.58it/s]
    Epoch 1:  83%|████████▎ | 27998/33666 [16:08<03:15, 28.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2749/8416 [00:22<00:45, 123.58it/s]
    Epoch 1:  83%|████████▎ | 27999/33666 [16:08<03:15, 28.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2750/8416 [00:22<00:45, 123.58it/s]
    Epoch 1:  83%|████████▎ | 28000/33666 [16:08<03:15, 28.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2751/8416 [00:22<00:45, 123.58it/s]
    Epoch 1:  83%|████████▎ | 28001/33666 [16:08<03:15, 28.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2752/8416 [00:22<00:45, 123.58it/s]
    Epoch 1:  83%|████████▎ | 28002/33666 [16:08<03:15, 28.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2753/8416 [00:22<00:45, 123.58it/s]
    Epoch 1:  83%|████████▎ | 28003/33666 [16:08<03:15, 28.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2754/8416 [00:22<00:45, 123.59it/s]
    Epoch 1:  83%|████████▎ | 28004/33666 [16:08<03:15, 28.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2755/8416 [00:22<00:45, 123.59it/s]
    Epoch 1:  83%|████████▎ | 28005/33666 [16:08<03:15, 28.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2756/8416 [00:22<00:45, 123.58it/s]
    Epoch 1:  83%|████████▎ | 28006/33666 [16:08<03:15, 28.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2757/8416 [00:22<00:45, 123.58it/s]
    Epoch 1:  83%|████████▎ | 28007/33666 [16:08<03:15, 28.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2758/8416 [00:22<00:45, 123.58it/s]
    Epoch 1:  83%|████████▎ | 28008/33666 [16:08<03:15, 28.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2759/8416 [00:22<00:45, 123.59it/s]
    Epoch 1:  83%|████████▎ | 28009/33666 [16:08<03:15, 28.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2760/8416 [00:22<00:45, 123.59it/s]
    Epoch 1:  83%|████████▎ | 28010/33666 [16:08<03:15, 28.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2761/8416 [00:22<00:45, 123.59it/s]
    Epoch 1:  83%|████████▎ | 28011/33666 [16:08<03:15, 28.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2762/8416 [00:22<00:45, 123.59it/s]
    Epoch 1:  83%|████████▎ | 28012/33666 [16:08<03:15, 28.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2763/8416 [00:22<00:45, 123.59it/s]
    Epoch 1:  83%|████████▎ | 28013/33666 [16:08<03:15, 28.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2764/8416 [00:22<00:45, 123.59it/s]
    Epoch 1:  83%|████████▎ | 28014/33666 [16:08<03:15, 28.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2765/8416 [00:22<00:45, 123.59it/s]
    Epoch 1:  83%|████████▎ | 28015/33666 [16:08<03:15, 28.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2766/8416 [00:22<00:45, 123.59it/s]
    Epoch 1:  83%|████████▎ | 28016/33666 [16:08<03:15, 28.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2767/8416 [00:22<00:45, 123.59it/s]
    Epoch 1:  83%|████████▎ | 28017/33666 [16:08<03:15, 28.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2768/8416 [00:22<00:45, 123.59it/s]
    Epoch 1:  83%|████████▎ | 28018/33666 [16:08<03:15, 28.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2769/8416 [00:22<00:45, 123.59it/s]
    Epoch 1:  83%|████████▎ | 28019/33666 [16:08<03:15, 28.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2770/8416 [00:22<00:45, 123.59it/s]
    Epoch 1:  83%|████████▎ | 28020/33666 [16:08<03:15, 28.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2771/8416 [00:22<00:45, 123.60it/s]
    Epoch 1:  83%|████████▎ | 28021/33666 [16:08<03:15, 28.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2772/8416 [00:22<00:45, 123.60it/s]
    Epoch 1:  83%|████████▎ | 28022/33666 [16:08<03:15, 28.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2773/8416 [00:22<00:45, 123.60it/s]
    Epoch 1:  83%|████████▎ | 28023/33666 [16:08<03:14, 28.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2774/8416 [00:22<00:45, 123.60it/s]
    Epoch 1:  83%|████████▎ | 28024/33666 [16:08<03:14, 28.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2775/8416 [00:22<00:45, 123.60it/s]
    Epoch 1:  83%|████████▎ | 28025/33666 [16:08<03:14, 28.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2776/8416 [00:22<00:45, 123.60it/s]
    Epoch 1:  83%|████████▎ | 28026/33666 [16:08<03:14, 28.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2777/8416 [00:22<00:45, 123.60it/s]
    Epoch 1:  83%|████████▎ | 28027/33666 [16:08<03:14, 28.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2778/8416 [00:22<00:45, 123.60it/s]
    Epoch 1:  83%|████████▎ | 28028/33666 [16:08<03:14, 28.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2779/8416 [00:22<00:45, 123.60it/s]
    Epoch 1:  83%|████████▎ | 28029/33666 [16:08<03:14, 28.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2780/8416 [00:22<00:45, 123.60it/s]
    Epoch 1:  83%|████████▎ | 28030/33666 [16:08<03:14, 28.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2781/8416 [00:22<00:45, 123.58it/s]
    Epoch 1:  83%|████████▎ | 28031/33666 [16:08<03:14, 28.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2782/8416 [00:22<00:45, 123.58it/s]
    Epoch 1:  83%|████████▎ | 28032/33666 [16:08<03:14, 28.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2783/8416 [00:22<00:45, 123.58it/s]
    Epoch 1:  83%|████████▎ | 28033/33666 [16:08<03:14, 28.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2784/8416 [00:22<00:45, 123.58it/s]
    Epoch 1:  83%|████████▎ | 28034/33666 [16:08<03:14, 28.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2785/8416 [00:22<00:45, 123.58it/s]
    Epoch 1:  83%|████████▎ | 28035/33666 [16:08<03:14, 28.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2786/8416 [00:22<00:45, 123.58it/s]
    Epoch 1:  83%|████████▎ | 28036/33666 [16:08<03:14, 28.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2787/8416 [00:22<00:45, 123.58it/s]
    Epoch 1:  83%|████████▎ | 28037/33666 [16:08<03:14, 28.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2788/8416 [00:22<00:45, 123.58it/s]
    Epoch 1:  83%|████████▎ | 28038/33666 [16:08<03:14, 28.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2789/8416 [00:22<00:45, 123.58it/s]
    Epoch 1:  83%|████████▎ | 28039/33666 [16:08<03:14, 28.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2790/8416 [00:22<00:45, 123.58it/s]
    Epoch 1:  83%|████████▎ | 28040/33666 [16:08<03:14, 28.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2791/8416 [00:22<00:45, 123.58it/s]
    Epoch 1:  83%|████████▎ | 28041/33666 [16:08<03:14, 28.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2792/8416 [00:22<00:45, 123.59it/s]
    Epoch 1:  83%|████████▎ | 28042/33666 [16:08<03:14, 28.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2793/8416 [00:22<00:45, 123.59it/s]
    Epoch 1:  83%|████████▎ | 28043/33666 [16:08<03:14, 28.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2794/8416 [00:22<00:45, 123.59it/s]
    Epoch 1:  83%|████████▎ | 28044/33666 [16:08<03:14, 28.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2795/8416 [00:22<00:45, 123.59it/s]
    Epoch 1:  83%|████████▎ | 28045/33666 [16:08<03:14, 28.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2796/8416 [00:22<00:45, 123.59it/s]
    Epoch 1:  83%|████████▎ | 28046/33666 [16:08<03:14, 28.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2797/8416 [00:22<00:45, 123.59it/s]
    Epoch 1:  83%|████████▎ | 28047/33666 [16:08<03:14, 28.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2798/8416 [00:22<00:45, 123.59it/s]
    Epoch 1:  83%|████████▎ | 28048/33666 [16:08<03:13, 28.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2799/8416 [00:22<00:45, 123.59it/s]
    Epoch 1:  83%|████████▎ | 28049/33666 [16:08<03:13, 28.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2800/8416 [00:22<00:45, 123.59it/s]
    Epoch 1:  83%|████████▎ | 28050/33666 [16:08<03:13, 28.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2801/8416 [00:22<00:45, 123.59it/s]
    Epoch 1:  83%|████████▎ | 28051/33666 [16:08<03:13, 28.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2802/8416 [00:22<00:45, 123.59it/s]
    Epoch 1:  83%|████████▎ | 28052/33666 [16:08<03:13, 28.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2803/8416 [00:22<00:45, 123.60it/s]
    Epoch 1:  83%|████████▎ | 28053/33666 [16:08<03:13, 28.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2804/8416 [00:22<00:45, 123.60it/s]
    Epoch 1:  83%|████████▎ | 28054/33666 [16:08<03:13, 28.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2805/8416 [00:22<00:45, 123.60it/s]
    Epoch 1:  83%|████████▎ | 28055/33666 [16:08<03:13, 28.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2806/8416 [00:22<00:45, 123.60it/s]
    Epoch 1:  83%|████████▎ | 28056/33666 [16:08<03:13, 28.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2807/8416 [00:22<00:45, 123.60it/s]
    Epoch 1:  83%|████████▎ | 28057/33666 [16:08<03:13, 28.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2808/8416 [00:22<00:45, 123.60it/s]
    Epoch 1:  83%|████████▎ | 28058/33666 [16:08<03:13, 28.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2809/8416 [00:22<00:45, 123.60it/s]
    Epoch 1:  83%|████████▎ | 28059/33666 [16:08<03:13, 28.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2810/8416 [00:22<00:45, 123.60it/s]
    Epoch 1:  83%|████████▎ | 28060/33666 [16:08<03:13, 28.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2811/8416 [00:22<00:45, 123.60it/s]
    Epoch 1:  83%|████████▎ | 28061/33666 [16:08<03:13, 28.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2812/8416 [00:22<00:45, 123.61it/s]
    Epoch 1:  83%|████████▎ | 28062/33666 [16:08<03:13, 28.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2813/8416 [00:22<00:45, 123.61it/s]
    Epoch 1:  83%|████████▎ | 28063/33666 [16:08<03:13, 28.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2814/8416 [00:22<00:45, 123.61it/s]
    Epoch 1:  83%|████████▎ | 28064/33666 [16:08<03:13, 28.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2815/8416 [00:22<00:45, 123.61it/s]
    Epoch 1:  83%|████████▎ | 28065/33666 [16:08<03:13, 28.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2816/8416 [00:22<00:45, 123.61it/s]
    Epoch 1:  83%|████████▎ | 28066/33666 [16:08<03:13, 28.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2817/8416 [00:22<00:45, 123.61it/s]
    Epoch 1:  83%|████████▎ | 28067/33666 [16:08<03:13, 28.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2818/8416 [00:22<00:45, 123.61it/s]
    Epoch 1:  83%|████████▎ | 28068/33666 [16:08<03:13, 28.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2819/8416 [00:22<00:45, 123.61it/s]
    Epoch 1:  83%|████████▎ | 28069/33666 [16:08<03:13, 28.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▎      | 2820/8416 [00:22<00:45, 123.61it/s]
    Epoch 1:  83%|████████▎ | 28070/33666 [16:08<03:13, 28.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▎      | 2821/8416 [00:22<00:45, 123.61it/s]
    Epoch 1:  83%|████████▎ | 28071/33666 [16:08<03:13, 28.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▎      | 2822/8416 [00:22<00:45, 123.61it/s]
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    Validation DataLoader 0:  34%|███▎      | 2823/8416 [00:22<00:45, 123.61it/s]
    Epoch 1:  83%|████████▎ | 28073/33666 [16:08<03:12, 28.98it/s, loss=3.71, v_num=0]

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    Epoch 1:  83%|████████▎ | 28074/33666 [16:08<03:12, 28.98it/s, loss=3.71, v_num=0]

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    Epoch 1:  83%|████████▎ | 28075/33666 [16:08<03:12, 28.98it/s, loss=3.71, v_num=0]

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    Epoch 1:  83%|████████▎ | 28076/33666 [16:08<03:12, 28.98it/s, loss=3.71, v_num=0]

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    Epoch 1:  83%|████████▎ | 28077/33666 [16:08<03:12, 28.98it/s, loss=3.71, v_num=0]

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    Epoch 1:  83%|████████▎ | 28078/33666 [16:08<03:12, 28.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▎      | 2829/8416 [00:22<00:45, 123.62it/s]
    Epoch 1:  83%|████████▎ | 28079/33666 [16:08<03:12, 28.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▎      | 2830/8416 [00:22<00:45, 123.62it/s]
    Epoch 1:  83%|████████▎ | 28080/33666 [16:08<03:12, 28.99it/s, loss=3.71, v_num=0]

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    Epoch 1:  83%|████████▎ | 28081/33666 [16:08<03:12, 28.99it/s, loss=3.71, v_num=0]

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    Epoch 1:  83%|████████▎ | 28082/33666 [16:08<03:12, 28.99it/s, loss=3.71, v_num=0]

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    Epoch 1:  83%|████████▎ | 28083/33666 [16:08<03:12, 28.99it/s, loss=3.71, v_num=0]

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    Epoch 1:  83%|████████▎ | 28084/33666 [16:08<03:12, 28.99it/s, loss=3.71, v_num=0]

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    Epoch 1:  83%|████████▎ | 28085/33666 [16:08<03:12, 28.99it/s, loss=3.71, v_num=0]

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    Epoch 1:  83%|████████▎ | 28086/33666 [16:08<03:12, 28.99it/s, loss=3.71, v_num=0]

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    Epoch 1:  83%|████████▎ | 28087/33666 [16:08<03:12, 28.99it/s, loss=3.71, v_num=0]

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    Epoch 1:  83%|████████▎ | 28088/33666 [16:08<03:12, 28.99it/s, loss=3.71, v_num=0]

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    Epoch 1:  83%|████████▎ | 28089/33666 [16:08<03:12, 28.99it/s, loss=3.71, v_num=0]

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    Epoch 1:  83%|████████▎ | 28090/33666 [16:08<03:12, 28.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2841/8416 [00:22<00:45, 123.63it/s]
    Epoch 1:  83%|████████▎ | 28091/33666 [16:08<03:12, 29.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2842/8416 [00:22<00:45, 123.63it/s]
    Epoch 1:  83%|████████▎ | 28092/33666 [16:08<03:12, 29.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2843/8416 [00:22<00:45, 123.64it/s]
    Epoch 1:  83%|████████▎ | 28093/33666 [16:08<03:12, 29.00it/s, loss=3.71, v_num=0]

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    Epoch 1:  83%|████████▎ | 28094/33666 [16:08<03:12, 29.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2845/8416 [00:23<00:45, 123.64it/s]
    Epoch 1:  83%|████████▎ | 28095/33666 [16:08<03:12, 29.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2846/8416 [00:23<00:45, 123.64it/s]
    Epoch 1:  83%|████████▎ | 28096/33666 [16:08<03:12, 29.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2847/8416 [00:23<00:45, 123.64it/s]
    Epoch 1:  83%|████████▎ | 28097/33666 [16:08<03:12, 29.00it/s, loss=3.71, v_num=0]

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    Epoch 1:  83%|████████▎ | 28098/33666 [16:08<03:11, 29.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2849/8416 [00:23<00:45, 123.64it/s]
    Epoch 1:  83%|████████▎ | 28099/33666 [16:08<03:11, 29.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2850/8416 [00:23<00:45, 123.64it/s]
    Epoch 1:  83%|████████▎ | 28100/33666 [16:08<03:11, 29.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2851/8416 [00:23<00:45, 123.64it/s]
    Epoch 1:  83%|████████▎ | 28101/33666 [16:08<03:11, 29.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2852/8416 [00:23<00:44, 123.65it/s]
    Epoch 1:  83%|████████▎ | 28102/33666 [16:08<03:11, 29.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2853/8416 [00:23<00:44, 123.64it/s]
    Epoch 1:  83%|████████▎ | 28103/33666 [16:08<03:11, 29.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2854/8416 [00:23<00:44, 123.64it/s]
    Epoch 1:  83%|████████▎ | 28104/33666 [16:08<03:11, 29.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2855/8416 [00:23<00:44, 123.64it/s]
    Epoch 1:  83%|████████▎ | 28105/33666 [16:08<03:11, 29.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2856/8416 [00:23<00:44, 123.64it/s]
    Epoch 1:  83%|████████▎ | 28106/33666 [16:08<03:11, 29.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2857/8416 [00:23<00:44, 123.64it/s]
    Epoch 1:  83%|████████▎ | 28107/33666 [16:08<03:11, 29.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2858/8416 [00:23<00:44, 123.64it/s]
    Epoch 1:  83%|████████▎ | 28108/33666 [16:08<03:11, 29.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2859/8416 [00:23<00:44, 123.64it/s]
    Epoch 1:  83%|████████▎ | 28109/33666 [16:08<03:11, 29.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2860/8416 [00:23<00:44, 123.64it/s]
    Epoch 1:  83%|████████▎ | 28110/33666 [16:08<03:11, 29.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2861/8416 [00:23<00:44, 123.64it/s]
    Epoch 1:  83%|████████▎ | 28111/33666 [16:08<03:11, 29.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2862/8416 [00:23<00:44, 123.64it/s]
    Epoch 1:  84%|████████▎ | 28112/33666 [16:08<03:11, 29.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2863/8416 [00:23<00:44, 123.64it/s]
    Epoch 1:  84%|████████▎ | 28113/33666 [16:08<03:11, 29.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2864/8416 [00:23<00:44, 123.64it/s]
    Epoch 1:  84%|████████▎ | 28114/33666 [16:09<03:11, 29.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2865/8416 [00:23<00:44, 123.64it/s]
    Epoch 1:  84%|████████▎ | 28115/33666 [16:09<03:11, 29.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2866/8416 [00:23<00:44, 123.64it/s]
    Epoch 1:  84%|████████▎ | 28116/33666 [16:09<03:11, 29.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2867/8416 [00:23<00:44, 123.64it/s]
    Epoch 1:  84%|████████▎ | 28117/33666 [16:09<03:11, 29.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2868/8416 [00:23<00:44, 123.65it/s]
    Epoch 1:  84%|████████▎ | 28118/33666 [16:09<03:11, 29.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2869/8416 [00:23<00:44, 123.65it/s]
    Epoch 1:  84%|████████▎ | 28119/33666 [16:09<03:11, 29.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2870/8416 [00:23<00:44, 123.65it/s]
    Epoch 1:  84%|████████▎ | 28120/33666 [16:09<03:11, 29.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2871/8416 [00:23<00:44, 123.65it/s]
    Epoch 1:  84%|████████▎ | 28121/33666 [16:09<03:11, 29.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2872/8416 [00:23<00:44, 123.65it/s]
    Epoch 1:  84%|████████▎ | 28122/33666 [16:09<03:11, 29.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2873/8416 [00:23<00:44, 123.65it/s]
    Epoch 1:  84%|████████▎ | 28123/33666 [16:09<03:11, 29.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2874/8416 [00:23<00:44, 123.65it/s]
    Epoch 1:  84%|████████▎ | 28124/33666 [16:09<03:10, 29.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2875/8416 [00:23<00:44, 123.65it/s]
    Epoch 1:  84%|████████▎ | 28125/33666 [16:09<03:10, 29.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2876/8416 [00:23<00:44, 123.65it/s]
    Epoch 1:  84%|████████▎ | 28126/33666 [16:09<03:10, 29.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2877/8416 [00:23<00:44, 123.65it/s]
    Epoch 1:  84%|████████▎ | 28127/33666 [16:09<03:10, 29.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2878/8416 [00:23<00:44, 123.65it/s]
    Epoch 1:  84%|████████▎ | 28128/33666 [16:09<03:10, 29.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2879/8416 [00:23<00:44, 123.65it/s]
    Epoch 1:  84%|████████▎ | 28129/33666 [16:09<03:10, 29.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2880/8416 [00:23<00:44, 123.63it/s]
    Epoch 1:  84%|████████▎ | 28130/33666 [16:09<03:10, 29.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2881/8416 [00:23<00:44, 123.63it/s]
    Epoch 1:  84%|████████▎ | 28131/33666 [16:09<03:10, 29.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2882/8416 [00:23<00:44, 123.63it/s]
    Epoch 1:  84%|████████▎ | 28132/33666 [16:09<03:10, 29.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2883/8416 [00:23<00:44, 123.63it/s]
    Epoch 1:  84%|████████▎ | 28133/33666 [16:09<03:10, 29.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2884/8416 [00:23<00:44, 123.62it/s]
    Epoch 1:  84%|████████▎ | 28134/33666 [16:09<03:10, 29.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2885/8416 [00:23<00:44, 123.62it/s]
    Epoch 1:  84%|████████▎ | 28135/33666 [16:09<03:10, 29.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2886/8416 [00:23<00:44, 123.62it/s]
    Epoch 1:  84%|████████▎ | 28136/33666 [16:09<03:10, 29.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2887/8416 [00:23<00:44, 123.62it/s]
    Epoch 1:  84%|████████▎ | 28137/33666 [16:09<03:10, 29.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2888/8416 [00:23<00:44, 123.62it/s]
    Epoch 1:  84%|████████▎ | 28138/33666 [16:09<03:10, 29.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2889/8416 [00:23<00:44, 123.62it/s]
    Epoch 1:  84%|████████▎ | 28139/33666 [16:09<03:10, 29.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2890/8416 [00:23<00:44, 123.62it/s]
    Epoch 1:  84%|████████▎ | 28140/33666 [16:09<03:10, 29.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2891/8416 [00:23<00:44, 123.61it/s]
    Epoch 1:  84%|████████▎ | 28141/33666 [16:09<03:10, 29.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2892/8416 [00:23<00:44, 123.61it/s]
    Epoch 1:  84%|████████▎ | 28142/33666 [16:09<03:10, 29.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2893/8416 [00:23<00:44, 123.61it/s]
    Epoch 1:  84%|████████▎ | 28143/33666 [16:09<03:10, 29.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2894/8416 [00:23<00:44, 123.61it/s]
    Epoch 1:  84%|████████▎ | 28144/33666 [16:09<03:10, 29.04it/s, loss=3.71, v_num=0]

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    Epoch 1:  84%|████████▎ | 28145/33666 [16:09<03:10, 29.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2896/8416 [00:23<00:44, 123.61it/s]
    Epoch 1:  84%|████████▎ | 28146/33666 [16:09<03:10, 29.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2897/8416 [00:23<00:44, 123.61it/s]
    Epoch 1:  84%|████████▎ | 28147/33666 [16:09<03:10, 29.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2898/8416 [00:23<00:44, 123.61it/s]
    Epoch 1:  84%|████████▎ | 28148/33666 [16:09<03:10, 29.04it/s, loss=3.71, v_num=0]

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    Epoch 1:  84%|████████▎ | 28149/33666 [16:09<03:09, 29.04it/s, loss=3.71, v_num=0]

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    Epoch 1:  84%|████████▎ | 28150/33666 [16:09<03:09, 29.04it/s, loss=3.71, v_num=0]

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    Epoch 1:  84%|████████▎ | 28151/33666 [16:09<03:09, 29.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2902/8416 [00:23<00:44, 123.60it/s]
    Epoch 1:  84%|████████▎ | 28152/33666 [16:09<03:09, 29.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2903/8416 [00:23<00:44, 123.60it/s]
    Epoch 1:  84%|████████▎ | 28153/33666 [16:09<03:09, 29.04it/s, loss=3.71, v_num=0]

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    Epoch 1:  84%|████████▎ | 28154/33666 [16:09<03:09, 29.04it/s, loss=3.71, v_num=0]

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    Epoch 1:  84%|████████▎ | 28155/33666 [16:09<03:09, 29.05it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2906/8416 [00:23<00:44, 123.60it/s]
    Epoch 1:  84%|████████▎ | 28156/33666 [16:09<03:09, 29.05it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2907/8416 [00:23<00:44, 123.60it/s]
    Epoch 1:  84%|████████▎ | 28157/33666 [16:09<03:09, 29.05it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2908/8416 [00:23<00:44, 123.60it/s]
    Epoch 1:  84%|████████▎ | 28158/33666 [16:09<03:09, 29.05it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2909/8416 [00:23<00:44, 123.60it/s]
    Epoch 1:  84%|████████▎ | 28159/33666 [16:09<03:09, 29.05it/s, loss=3.71, v_num=0]

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    Epoch 1:  84%|████████▎ | 28160/33666 [16:09<03:09, 29.05it/s, loss=3.71, v_num=0]

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    Epoch 1:  84%|████████▎ | 28161/33666 [16:09<03:09, 29.05it/s, loss=3.71, v_num=0]

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    Epoch 1:  84%|████████▎ | 28163/33666 [16:09<03:09, 29.05it/s, loss=3.71, v_num=0]

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    Epoch 1:  84%|████████▎ | 28164/33666 [16:09<03:09, 29.05it/s, loss=3.71, v_num=0]

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    Epoch 1:  84%|████████▎ | 28165/33666 [16:09<03:09, 29.05it/s, loss=3.71, v_num=0]

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    Epoch 1:  84%|████████▎ | 28166/33666 [16:09<03:09, 29.05it/s, loss=3.71, v_num=0]

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    Epoch 1:  84%|████████▎ | 28167/33666 [16:09<03:09, 29.05it/s, loss=3.71, v_num=0]

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    Epoch 1:  84%|████████▎ | 28168/33666 [16:09<03:09, 29.06it/s, loss=3.71, v_num=0]

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    Epoch 1:  84%|████████▎ | 28169/33666 [16:09<03:09, 29.06it/s, loss=3.71, v_num=0]

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    Epoch 1:  84%|████████▎ | 28170/33666 [16:09<03:09, 29.06it/s, loss=3.71, v_num=0]

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    Epoch 1:  84%|████████▎ | 28171/33666 [16:09<03:09, 29.06it/s, loss=3.71, v_num=0]

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    Epoch 1:  84%|████████▎ | 28172/33666 [16:09<03:09, 29.06it/s, loss=3.71, v_num=0]

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    Epoch 1:  84%|████████▎ | 28173/33666 [16:09<03:09, 29.06it/s, loss=3.71, v_num=0]

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    Epoch 1:  84%|████████▎ | 28174/33666 [16:09<03:08, 29.06it/s, loss=3.71, v_num=0]

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    Epoch 1:  84%|████████▎ | 28175/33666 [16:09<03:08, 29.06it/s, loss=3.71, v_num=0]

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    Epoch 1:  84%|████████▎ | 28176/33666 [16:09<03:08, 29.06it/s, loss=3.71, v_num=0]

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    Epoch 1:  84%|████████▎ | 28177/33666 [16:09<03:08, 29.06it/s, loss=3.71, v_num=0]

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    Epoch 1:  84%|████████▎ | 28178/33666 [16:09<03:08, 29.06it/s, loss=3.71, v_num=0]

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    Epoch 1:  84%|████████▎ | 28179/33666 [16:09<03:08, 29.06it/s, loss=3.71, v_num=0]

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    Epoch 1:  84%|████████▎ | 28180/33666 [16:09<03:08, 29.07it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2931/8416 [00:23<00:44, 123.57it/s]
    Epoch 1:  84%|████████▎ | 28181/33666 [16:09<03:08, 29.07it/s, loss=3.71, v_num=0]

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    Epoch 1:  84%|████████▎ | 28182/33666 [16:09<03:08, 29.07it/s, loss=3.71, v_num=0]

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    Epoch 1:  84%|████████▎ | 28183/33666 [16:09<03:08, 29.07it/s, loss=3.71, v_num=0]

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    Epoch 1:  84%|████████▎ | 28184/33666 [16:09<03:08, 29.07it/s, loss=3.71, v_num=0]

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    Epoch 1:  84%|████████▎ | 28185/33666 [16:09<03:08, 29.07it/s, loss=3.71, v_num=0]

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    Epoch 1:  84%|████████▎ | 28186/33666 [16:09<03:08, 29.07it/s, loss=3.71, v_num=0]

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    Epoch 1:  84%|████████▎ | 28187/33666 [16:09<03:08, 29.07it/s, loss=3.71, v_num=0]

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    Epoch 1:  84%|████████▎ | 28188/33666 [16:09<03:08, 29.07it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2939/8416 [00:23<00:44, 123.57it/s]
    Epoch 1:  84%|████████▎ | 28189/33666 [16:09<03:08, 29.07it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2940/8416 [00:23<00:44, 123.57it/s]
    Epoch 1:  84%|████████▎ | 28190/33666 [16:09<03:08, 29.07it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2941/8416 [00:23<00:44, 123.56it/s]
    Epoch 1:  84%|████████▎ | 28191/33666 [16:09<03:08, 29.07it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2942/8416 [00:23<00:44, 123.56it/s]
    Epoch 1:  84%|████████▎ | 28192/33666 [16:09<03:08, 29.07it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2943/8416 [00:23<00:44, 123.56it/s]
    Epoch 1:  84%|████████▎ | 28193/33666 [16:09<03:08, 29.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2944/8416 [00:23<00:44, 123.56it/s]
    Epoch 1:  84%|████████▎ | 28194/33666 [16:09<03:08, 29.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2945/8416 [00:23<00:44, 123.56it/s]
    Epoch 1:  84%|████████▎ | 28195/33666 [16:09<03:08, 29.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2946/8416 [00:23<00:44, 123.56it/s]
    Epoch 1:  84%|████████▍ | 28196/33666 [16:09<03:08, 29.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2947/8416 [00:23<00:44, 123.56it/s]
    Epoch 1:  84%|████████▍ | 28197/33666 [16:09<03:08, 29.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2948/8416 [00:23<00:44, 123.55it/s]
    Epoch 1:  84%|████████▍ | 28198/33666 [16:09<03:08, 29.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2949/8416 [00:23<00:44, 123.55it/s]
    Epoch 1:  84%|████████▍ | 28199/33666 [16:09<03:07, 29.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2950/8416 [00:23<00:44, 123.55it/s]
    Epoch 1:  84%|████████▍ | 28200/33666 [16:09<03:07, 29.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2951/8416 [00:23<00:44, 123.55it/s]
    Epoch 1:  84%|████████▍ | 28201/33666 [16:09<03:07, 29.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2952/8416 [00:23<00:44, 123.55it/s]
    Epoch 1:  84%|████████▍ | 28202/33666 [16:09<03:07, 29.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2953/8416 [00:23<00:44, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28203/33666 [16:09<03:07, 29.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2954/8416 [00:23<00:44, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28204/33666 [16:09<03:07, 29.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2955/8416 [00:23<00:44, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28205/33666 [16:09<03:07, 29.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2956/8416 [00:23<00:44, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28206/33666 [16:09<03:07, 29.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2957/8416 [00:23<00:44, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28207/33666 [16:09<03:07, 29.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2958/8416 [00:23<00:44, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28208/33666 [16:09<03:07, 29.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2959/8416 [00:23<00:44, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28209/33666 [16:09<03:07, 29.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2960/8416 [00:23<00:44, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28210/33666 [16:09<03:07, 29.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2961/8416 [00:23<00:44, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28211/33666 [16:09<03:07, 29.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2962/8416 [00:23<00:44, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28212/33666 [16:09<03:07, 29.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2963/8416 [00:23<00:44, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28213/33666 [16:09<03:07, 29.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2964/8416 [00:23<00:44, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28214/33666 [16:09<03:07, 29.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2965/8416 [00:24<00:44, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28215/33666 [16:09<03:07, 29.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2966/8416 [00:24<00:44, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28216/33666 [16:09<03:07, 29.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2967/8416 [00:24<00:44, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28217/33666 [16:09<03:07, 29.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2968/8416 [00:24<00:44, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28218/33666 [16:09<03:07, 29.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2969/8416 [00:24<00:44, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28219/33666 [16:09<03:07, 29.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2970/8416 [00:24<00:44, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28220/33666 [16:09<03:07, 29.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2971/8416 [00:24<00:44, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28221/33666 [16:09<03:07, 29.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2972/8416 [00:24<00:44, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28222/33666 [16:09<03:07, 29.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2973/8416 [00:24<00:44, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28223/33666 [16:09<03:07, 29.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2974/8416 [00:24<00:44, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28224/33666 [16:09<03:07, 29.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2975/8416 [00:24<00:44, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28225/33666 [16:09<03:06, 29.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2976/8416 [00:24<00:44, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28226/33666 [16:09<03:06, 29.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2977/8416 [00:24<00:44, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28227/33666 [16:09<03:06, 29.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2978/8416 [00:24<00:44, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28228/33666 [16:09<03:06, 29.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2979/8416 [00:24<00:44, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28229/33666 [16:09<03:06, 29.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2980/8416 [00:24<00:44, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28230/33666 [16:09<03:06, 29.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2981/8416 [00:24<00:43, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28231/33666 [16:09<03:06, 29.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2982/8416 [00:24<00:43, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28232/33666 [16:09<03:06, 29.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2983/8416 [00:24<00:43, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28233/33666 [16:09<03:06, 29.11it/s, loss=3.71, v_num=0]

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    Epoch 1:  84%|████████▍ | 28234/33666 [16:09<03:06, 29.11it/s, loss=3.71, v_num=0]

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    Epoch 1:  84%|████████▍ | 28235/33666 [16:10<03:06, 29.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2986/8416 [00:24<00:43, 123.53it/s]
    Epoch 1:  84%|████████▍ | 28236/33666 [16:10<03:06, 29.11it/s, loss=3.71, v_num=0]

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    Epoch 1:  84%|████████▍ | 28237/33666 [16:10<03:06, 29.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 2988/8416 [00:24<00:43, 123.53it/s]
    Epoch 1:  84%|████████▍ | 28238/33666 [16:10<03:06, 29.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 2989/8416 [00:24<00:43, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28239/33666 [16:10<03:06, 29.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 2990/8416 [00:24<00:43, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28240/33666 [16:10<03:06, 29.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 2991/8416 [00:24<00:43, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28241/33666 [16:10<03:06, 29.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 2992/8416 [00:24<00:43, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28242/33666 [16:10<03:06, 29.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 2993/8416 [00:24<00:43, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28243/33666 [16:10<03:06, 29.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 2994/8416 [00:24<00:43, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28244/33666 [16:10<03:06, 29.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 2995/8416 [00:24<00:43, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28245/33666 [16:10<03:06, 29.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 2996/8416 [00:24<00:43, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28246/33666 [16:10<03:06, 29.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 2997/8416 [00:24<00:43, 123.52it/s]
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    Validation DataLoader 0:  36%|███▌      | 2998/8416 [00:24<00:43, 123.52it/s]
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    Validation DataLoader 0:  36%|███▌      | 2999/8416 [00:24<00:43, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28249/33666 [16:10<03:06, 29.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3000/8416 [00:24<00:43, 123.53it/s]
    Epoch 1:  84%|████████▍ | 28250/33666 [16:10<03:05, 29.12it/s, loss=3.71, v_num=0]

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    Epoch 1:  84%|████████▍ | 28252/33666 [16:10<03:05, 29.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3003/8416 [00:24<00:43, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28253/33666 [16:10<03:05, 29.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3004/8416 [00:24<00:43, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28254/33666 [16:10<03:05, 29.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3005/8416 [00:24<00:43, 123.53it/s]
    Epoch 1:  84%|████████▍ | 28255/33666 [16:10<03:05, 29.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3006/8416 [00:24<00:43, 123.53it/s]
    Epoch 1:  84%|████████▍ | 28256/33666 [16:10<03:05, 29.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3007/8416 [00:24<00:43, 123.53it/s]
    Epoch 1:  84%|████████▍ | 28257/33666 [16:10<03:05, 29.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3008/8416 [00:24<00:43, 123.53it/s]
    Epoch 1:  84%|████████▍ | 28258/33666 [16:10<03:05, 29.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3009/8416 [00:24<00:43, 123.53it/s]
    Epoch 1:  84%|████████▍ | 28259/33666 [16:10<03:05, 29.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3010/8416 [00:24<00:43, 123.53it/s]
    Epoch 1:  84%|████████▍ | 28260/33666 [16:10<03:05, 29.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3011/8416 [00:24<00:43, 123.53it/s]
    Epoch 1:  84%|████████▍ | 28261/33666 [16:10<03:05, 29.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3012/8416 [00:24<00:43, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28262/33666 [16:10<03:05, 29.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3013/8416 [00:24<00:43, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28263/33666 [16:10<03:05, 29.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3014/8416 [00:24<00:43, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28264/33666 [16:10<03:05, 29.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3015/8416 [00:24<00:43, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28265/33666 [16:10<03:05, 29.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3016/8416 [00:24<00:43, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28266/33666 [16:10<03:05, 29.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3017/8416 [00:24<00:43, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28267/33666 [16:10<03:05, 29.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3018/8416 [00:24<00:43, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28268/33666 [16:10<03:05, 29.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3019/8416 [00:24<00:43, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28269/33666 [16:10<03:05, 29.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3020/8416 [00:24<00:43, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28270/33666 [16:10<03:05, 29.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3021/8416 [00:24<00:43, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28271/33666 [16:10<03:05, 29.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3022/8416 [00:24<00:43, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28272/33666 [16:10<03:05, 29.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3023/8416 [00:24<00:43, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28273/33666 [16:10<03:05, 29.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3024/8416 [00:24<00:43, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28274/33666 [16:10<03:05, 29.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3025/8416 [00:24<00:43, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28275/33666 [16:10<03:05, 29.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3026/8416 [00:24<00:43, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28276/33666 [16:10<03:04, 29.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3027/8416 [00:24<00:43, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28277/33666 [16:10<03:04, 29.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3028/8416 [00:24<00:43, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28278/33666 [16:10<03:04, 29.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3029/8416 [00:24<00:43, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28279/33666 [16:10<03:04, 29.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3030/8416 [00:24<00:43, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28280/33666 [16:10<03:04, 29.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3031/8416 [00:24<00:43, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28281/33666 [16:10<03:04, 29.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3032/8416 [00:24<00:43, 123.51it/s]
    Epoch 1:  84%|████████▍ | 28282/33666 [16:10<03:04, 29.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3033/8416 [00:24<00:43, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28283/33666 [16:10<03:04, 29.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3034/8416 [00:24<00:43, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28284/33666 [16:10<03:04, 29.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3035/8416 [00:24<00:43, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28285/33666 [16:10<03:04, 29.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3036/8416 [00:24<00:43, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28286/33666 [16:10<03:04, 29.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3037/8416 [00:24<00:43, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28287/33666 [16:10<03:04, 29.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3038/8416 [00:24<00:43, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28288/33666 [16:10<03:04, 29.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3039/8416 [00:24<00:43, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28289/33666 [16:10<03:04, 29.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3040/8416 [00:24<00:43, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28290/33666 [16:10<03:04, 29.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3041/8416 [00:24<00:43, 123.52it/s]
    Epoch 1:  84%|████████▍ | 28291/33666 [16:10<03:04, 29.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3042/8416 [00:24<00:43, 123.51it/s]
    Epoch 1:  84%|████████▍ | 28292/33666 [16:10<03:04, 29.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3043/8416 [00:24<00:43, 123.51it/s]
    Epoch 1:  84%|████████▍ | 28293/33666 [16:10<03:04, 29.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3044/8416 [00:24<00:43, 123.51it/s]
    Epoch 1:  84%|████████▍ | 28294/33666 [16:10<03:04, 29.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3045/8416 [00:24<00:43, 123.51it/s]
    Epoch 1:  84%|████████▍ | 28295/33666 [16:10<03:04, 29.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3046/8416 [00:24<00:43, 123.51it/s]
    Epoch 1:  84%|████████▍ | 28296/33666 [16:10<03:04, 29.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3047/8416 [00:24<00:43, 123.50it/s]
    Epoch 1:  84%|████████▍ | 28297/33666 [16:10<03:04, 29.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3048/8416 [00:24<00:43, 123.50it/s]
    Epoch 1:  84%|████████▍ | 28298/33666 [16:10<03:04, 29.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3049/8416 [00:24<00:43, 123.50it/s]
    Epoch 1:  84%|████████▍ | 28299/33666 [16:10<03:04, 29.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3050/8416 [00:24<00:43, 123.50it/s]
    Epoch 1:  84%|████████▍ | 28300/33666 [16:10<03:04, 29.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▋      | 3051/8416 [00:24<00:43, 123.50it/s]
    Epoch 1:  84%|████████▍ | 28301/33666 [16:10<03:03, 29.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▋      | 3052/8416 [00:24<00:43, 123.51it/s]
    Epoch 1:  84%|████████▍ | 28302/33666 [16:10<03:03, 29.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▋      | 3053/8416 [00:24<00:43, 123.51it/s]
    Epoch 1:  84%|████████▍ | 28303/33666 [16:10<03:03, 29.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▋      | 3054/8416 [00:24<00:43, 123.51it/s]
    Epoch 1:  84%|████████▍ | 28304/33666 [16:10<03:03, 29.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▋      | 3055/8416 [00:24<00:43, 123.51it/s]
    Epoch 1:  84%|████████▍ | 28305/33666 [16:10<03:03, 29.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▋      | 3056/8416 [00:24<00:43, 123.51it/s]
    Epoch 1:  84%|████████▍ | 28306/33666 [16:10<03:03, 29.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▋      | 3057/8416 [00:24<00:43, 123.51it/s]
    Epoch 1:  84%|████████▍ | 28307/33666 [16:10<03:03, 29.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▋      | 3058/8416 [00:24<00:43, 123.51it/s]
    Epoch 1:  84%|████████▍ | 28308/33666 [16:10<03:03, 29.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▋      | 3059/8416 [00:24<00:43, 123.51it/s]
    Epoch 1:  84%|████████▍ | 28309/33666 [16:10<03:03, 29.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▋      | 3060/8416 [00:24<00:43, 123.51it/s]
    Epoch 1:  84%|████████▍ | 28310/33666 [16:10<03:03, 29.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▋      | 3061/8416 [00:24<00:43, 123.51it/s]
    Epoch 1:  84%|████████▍ | 28311/33666 [16:10<03:03, 29.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▋      | 3062/8416 [00:24<00:43, 123.51it/s]
    Epoch 1:  84%|████████▍ | 28312/33666 [16:10<03:03, 29.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▋      | 3063/8416 [00:24<00:43, 123.51it/s]
    Epoch 1:  84%|████████▍ | 28313/33666 [16:10<03:03, 29.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▋      | 3064/8416 [00:24<00:43, 123.51it/s]
    Epoch 1:  84%|████████▍ | 28314/33666 [16:10<03:03, 29.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▋      | 3065/8416 [00:24<00:43, 123.51it/s]
    Epoch 1:  84%|████████▍ | 28315/33666 [16:10<03:03, 29.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▋      | 3066/8416 [00:24<00:43, 123.51it/s]
    Epoch 1:  84%|████████▍ | 28316/33666 [16:10<03:03, 29.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▋      | 3067/8416 [00:24<00:43, 123.51it/s]
    Epoch 1:  84%|████████▍ | 28317/33666 [16:10<03:03, 29.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▋      | 3068/8416 [00:24<00:43, 123.51it/s]
    Epoch 1:  84%|████████▍ | 28318/33666 [16:10<03:03, 29.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▋      | 3069/8416 [00:24<00:43, 123.51it/s]
    Epoch 1:  84%|████████▍ | 28319/33666 [16:10<03:03, 29.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▋      | 3070/8416 [00:24<00:43, 123.51it/s]
    Epoch 1:  84%|████████▍ | 28320/33666 [16:10<03:03, 29.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  36%|███▋      | 3071/8416 [00:24<00:43, 123.51it/s]
    Epoch 1:  84%|████████▍ | 28321/33666 [16:10<03:03, 29.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3072/8416 [00:24<00:43, 123.51it/s]
    Epoch 1:  84%|████████▍ | 28322/33666 [16:10<03:03, 29.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3073/8416 [00:24<00:43, 123.51it/s]
    Epoch 1:  84%|████████▍ | 28323/33666 [16:10<03:03, 29.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3074/8416 [00:24<00:43, 123.51it/s]
    Epoch 1:  84%|████████▍ | 28324/33666 [16:10<03:03, 29.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3075/8416 [00:24<00:43, 123.51it/s]
    Epoch 1:  84%|████████▍ | 28325/33666 [16:10<03:03, 29.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3076/8416 [00:24<00:43, 123.50it/s]
    Epoch 1:  84%|████████▍ | 28326/33666 [16:10<03:03, 29.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3077/8416 [00:24<00:43, 123.50it/s]
    Epoch 1:  84%|████████▍ | 28327/33666 [16:10<03:02, 29.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3078/8416 [00:24<00:43, 123.50it/s]
    Epoch 1:  84%|████████▍ | 28328/33666 [16:10<03:02, 29.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3079/8416 [00:24<00:43, 123.50it/s]
    Epoch 1:  84%|████████▍ | 28329/33666 [16:10<03:02, 29.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3080/8416 [00:24<00:43, 123.50it/s]
    Epoch 1:  84%|████████▍ | 28330/33666 [16:10<03:02, 29.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3081/8416 [00:24<00:43, 123.50it/s]
    Epoch 1:  84%|████████▍ | 28331/33666 [16:10<03:02, 29.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3082/8416 [00:24<00:43, 123.50it/s]
    Epoch 1:  84%|████████▍ | 28332/33666 [16:10<03:02, 29.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3083/8416 [00:24<00:43, 123.50it/s]
    Epoch 1:  84%|████████▍ | 28333/33666 [16:10<03:02, 29.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3084/8416 [00:24<00:43, 123.50it/s]
    Epoch 1:  84%|████████▍ | 28334/33666 [16:10<03:02, 29.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3085/8416 [00:24<00:43, 123.50it/s]
    Epoch 1:  84%|████████▍ | 28335/33666 [16:10<03:02, 29.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3086/8416 [00:24<00:43, 123.50it/s]
    Epoch 1:  84%|████████▍ | 28336/33666 [16:10<03:02, 29.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3087/8416 [00:24<00:43, 123.50it/s]
    Epoch 1:  84%|████████▍ | 28337/33666 [16:10<03:02, 29.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3088/8416 [00:25<00:43, 123.50it/s]
    Epoch 1:  84%|████████▍ | 28338/33666 [16:10<03:02, 29.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3089/8416 [00:25<00:43, 123.50it/s]
    Epoch 1:  84%|████████▍ | 28339/33666 [16:10<03:02, 29.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3090/8416 [00:25<00:43, 123.50it/s]
    Epoch 1:  84%|████████▍ | 28340/33666 [16:10<03:02, 29.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3091/8416 [00:25<00:43, 123.50it/s]
    Epoch 1:  84%|████████▍ | 28341/33666 [16:10<03:02, 29.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3092/8416 [00:25<00:43, 123.50it/s]
    Epoch 1:  84%|████████▍ | 28342/33666 [16:10<03:02, 29.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3093/8416 [00:25<00:43, 123.50it/s]
    Epoch 1:  84%|████████▍ | 28343/33666 [16:10<03:02, 29.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3094/8416 [00:25<00:43, 123.50it/s]
    Epoch 1:  84%|████████▍ | 28344/33666 [16:10<03:02, 29.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3095/8416 [00:25<00:43, 123.50it/s]
    Epoch 1:  84%|████████▍ | 28345/33666 [16:10<03:02, 29.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3096/8416 [00:25<00:43, 123.50it/s]
    Epoch 1:  84%|████████▍ | 28346/33666 [16:10<03:02, 29.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3097/8416 [00:25<00:43, 123.50it/s]
    Epoch 1:  84%|████████▍ | 28347/33666 [16:10<03:02, 29.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3098/8416 [00:25<00:43, 123.50it/s]
    Epoch 1:  84%|████████▍ | 28348/33666 [16:10<03:02, 29.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3099/8416 [00:25<00:43, 123.50it/s]
    Epoch 1:  84%|████████▍ | 28349/33666 [16:10<03:02, 29.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3100/8416 [00:25<00:43, 123.50it/s]
    Epoch 1:  84%|████████▍ | 28350/33666 [16:10<03:02, 29.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3101/8416 [00:25<00:43, 123.50it/s]
    Epoch 1:  84%|████████▍ | 28351/33666 [16:10<03:02, 29.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3102/8416 [00:25<00:43, 123.50it/s]
    Epoch 1:  84%|████████▍ | 28352/33666 [16:10<03:01, 29.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3103/8416 [00:25<00:43, 123.47it/s]
    Epoch 1:  84%|████████▍ | 28353/33666 [16:10<03:01, 29.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3104/8416 [00:25<00:43, 123.47it/s]
    Epoch 1:  84%|████████▍ | 28354/33666 [16:10<03:01, 29.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3105/8416 [00:25<00:43, 123.47it/s]
    Epoch 1:  84%|████████▍ | 28355/33666 [16:10<03:01, 29.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3106/8416 [00:25<00:43, 123.47it/s]
    Epoch 1:  84%|████████▍ | 28356/33666 [16:10<03:01, 29.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3107/8416 [00:25<00:42, 123.47it/s]
    Epoch 1:  84%|████████▍ | 28357/33666 [16:11<03:01, 29.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3108/8416 [00:25<00:42, 123.47it/s]
    Epoch 1:  84%|████████▍ | 28358/33666 [16:11<03:01, 29.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3109/8416 [00:25<00:42, 123.47it/s]
    Epoch 1:  84%|████████▍ | 28359/33666 [16:11<03:01, 29.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3110/8416 [00:25<00:42, 123.46it/s]
    Epoch 1:  84%|████████▍ | 28360/33666 [16:11<03:01, 29.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3111/8416 [00:25<00:42, 123.46it/s]
    Epoch 1:  84%|████████▍ | 28361/33666 [16:11<03:01, 29.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3112/8416 [00:25<00:42, 123.46it/s]
    Epoch 1:  84%|████████▍ | 28362/33666 [16:11<03:01, 29.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3113/8416 [00:25<00:42, 123.46it/s]
    Epoch 1:  84%|████████▍ | 28363/33666 [16:11<03:01, 29.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3114/8416 [00:25<00:42, 123.46it/s]
    Epoch 1:  84%|████████▍ | 28364/33666 [16:11<03:01, 29.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3115/8416 [00:25<00:42, 123.46it/s]
    Epoch 1:  84%|████████▍ | 28365/33666 [16:11<03:01, 29.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3116/8416 [00:25<00:42, 123.46it/s]
    Epoch 1:  84%|████████▍ | 28366/33666 [16:11<03:01, 29.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3117/8416 [00:25<00:42, 123.46it/s]
    Epoch 1:  84%|████████▍ | 28367/33666 [16:11<03:01, 29.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3118/8416 [00:25<00:42, 123.45it/s]
    Epoch 1:  84%|████████▍ | 28368/33666 [16:11<03:01, 29.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3119/8416 [00:25<00:42, 123.45it/s]
    Epoch 1:  84%|████████▍ | 28369/33666 [16:11<03:01, 29.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3120/8416 [00:25<00:42, 123.45it/s]
    Epoch 1:  84%|████████▍ | 28370/33666 [16:11<03:01, 29.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3121/8416 [00:25<00:42, 123.45it/s]
    Epoch 1:  84%|████████▍ | 28371/33666 [16:11<03:01, 29.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3122/8416 [00:25<00:42, 123.45it/s]
    Epoch 1:  84%|████████▍ | 28372/33666 [16:11<03:01, 29.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3123/8416 [00:25<00:42, 123.45it/s]
    Epoch 1:  84%|████████▍ | 28373/33666 [16:11<03:01, 29.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3124/8416 [00:25<00:42, 123.45it/s]
    Epoch 1:  84%|████████▍ | 28374/33666 [16:11<03:01, 29.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3125/8416 [00:25<00:42, 123.45it/s]
    Epoch 1:  84%|████████▍ | 28375/33666 [16:11<03:01, 29.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3126/8416 [00:25<00:42, 123.45it/s]
    Epoch 1:  84%|████████▍ | 28376/33666 [16:11<03:01, 29.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3127/8416 [00:25<00:42, 123.44it/s]
    Epoch 1:  84%|████████▍ | 28377/33666 [16:11<03:01, 29.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3128/8416 [00:25<00:42, 123.44it/s]
    Epoch 1:  84%|████████▍ | 28378/33666 [16:11<03:00, 29.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3129/8416 [00:25<00:42, 123.44it/s]
    Epoch 1:  84%|████████▍ | 28379/33666 [16:11<03:00, 29.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3130/8416 [00:25<00:42, 123.44it/s]
    Epoch 1:  84%|████████▍ | 28380/33666 [16:11<03:00, 29.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3131/8416 [00:25<00:42, 123.44it/s]
    Epoch 1:  84%|████████▍ | 28381/33666 [16:11<03:00, 29.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3132/8416 [00:25<00:42, 123.44it/s]
    Epoch 1:  84%|████████▍ | 28382/33666 [16:11<03:00, 29.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3133/8416 [00:25<00:42, 123.44it/s]
    Epoch 1:  84%|████████▍ | 28383/33666 [16:11<03:00, 29.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3134/8416 [00:25<00:42, 123.44it/s]
    Epoch 1:  84%|████████▍ | 28384/33666 [16:11<03:00, 29.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3135/8416 [00:25<00:42, 123.44it/s]
    Epoch 1:  84%|████████▍ | 28385/33666 [16:11<03:00, 29.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3136/8416 [00:25<00:42, 123.44it/s]
    Epoch 1:  84%|████████▍ | 28386/33666 [16:11<03:00, 29.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3137/8416 [00:25<00:42, 123.44it/s]
    Epoch 1:  84%|████████▍ | 28387/33666 [16:11<03:00, 29.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3138/8416 [00:25<00:42, 123.44it/s]
    Epoch 1:  84%|████████▍ | 28388/33666 [16:11<03:00, 29.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3139/8416 [00:25<00:42, 123.44it/s]
    Epoch 1:  84%|████████▍ | 28389/33666 [16:11<03:00, 29.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3140/8416 [00:25<00:42, 123.44it/s]
    Epoch 1:  84%|████████▍ | 28390/33666 [16:11<03:00, 29.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3141/8416 [00:25<00:42, 123.44it/s]
    Epoch 1:  84%|████████▍ | 28391/33666 [16:11<03:00, 29.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3142/8416 [00:25<00:42, 123.44it/s]
    Epoch 1:  84%|████████▍ | 28392/33666 [16:11<03:00, 29.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3143/8416 [00:25<00:42, 123.44it/s]
    Epoch 1:  84%|████████▍ | 28393/33666 [16:11<03:00, 29.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3144/8416 [00:25<00:42, 123.43it/s]
    Epoch 1:  84%|████████▍ | 28394/33666 [16:11<03:00, 29.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3145/8416 [00:25<00:42, 123.43it/s]
    Epoch 1:  84%|████████▍ | 28395/33666 [16:11<03:00, 29.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3146/8416 [00:25<00:42, 123.43it/s]
    Epoch 1:  84%|████████▍ | 28396/33666 [16:11<03:00, 29.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3147/8416 [00:25<00:42, 123.43it/s]
    Epoch 1:  84%|████████▍ | 28397/33666 [16:11<03:00, 29.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3148/8416 [00:25<00:42, 123.43it/s]
    Epoch 1:  84%|████████▍ | 28398/33666 [16:11<03:00, 29.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3149/8416 [00:25<00:42, 123.43it/s]
    Epoch 1:  84%|████████▍ | 28399/33666 [16:11<03:00, 29.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3150/8416 [00:25<00:42, 123.43it/s]
    Epoch 1:  84%|████████▍ | 28400/33666 [16:11<03:00, 29.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3151/8416 [00:25<00:42, 123.43it/s]
    Epoch 1:  84%|████████▍ | 28401/33666 [16:11<03:00, 29.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3152/8416 [00:25<00:42, 123.43it/s]
    Epoch 1:  84%|████████▍ | 28402/33666 [16:11<03:00, 29.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3153/8416 [00:25<00:42, 123.43it/s]
    Epoch 1:  84%|████████▍ | 28403/33666 [16:11<02:59, 29.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3154/8416 [00:25<00:42, 123.43it/s]
    Epoch 1:  84%|████████▍ | 28404/33666 [16:11<02:59, 29.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3155/8416 [00:25<00:42, 123.43it/s]
    Epoch 1:  84%|████████▍ | 28405/33666 [16:11<02:59, 29.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3156/8416 [00:25<00:42, 123.43it/s]
    Epoch 1:  84%|████████▍ | 28406/33666 [16:11<02:59, 29.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3157/8416 [00:25<00:42, 123.43it/s]
    Epoch 1:  84%|████████▍ | 28407/33666 [16:11<02:59, 29.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3158/8416 [00:25<00:42, 123.43it/s]
    Epoch 1:  84%|████████▍ | 28408/33666 [16:11<02:59, 29.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3159/8416 [00:25<00:42, 123.43it/s]
    Epoch 1:  84%|████████▍ | 28409/33666 [16:11<02:59, 29.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3160/8416 [00:25<00:42, 123.43it/s]
    Epoch 1:  84%|████████▍ | 28410/33666 [16:11<02:59, 29.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3161/8416 [00:25<00:42, 123.43it/s]
    Epoch 1:  84%|████████▍ | 28411/33666 [16:11<02:59, 29.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3162/8416 [00:25<00:42, 123.43it/s]
    Epoch 1:  84%|████████▍ | 28412/33666 [16:11<02:59, 29.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3163/8416 [00:25<00:42, 123.42it/s]
    Epoch 1:  84%|████████▍ | 28413/33666 [16:11<02:59, 29.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3164/8416 [00:25<00:42, 123.42it/s]
    Epoch 1:  84%|████████▍ | 28414/33666 [16:11<02:59, 29.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3165/8416 [00:25<00:42, 123.42it/s]
    Epoch 1:  84%|████████▍ | 28415/33666 [16:11<02:59, 29.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3166/8416 [00:25<00:42, 123.42it/s]
    Epoch 1:  84%|████████▍ | 28416/33666 [16:11<02:59, 29.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3167/8416 [00:25<00:42, 123.42it/s]
    Epoch 1:  84%|████████▍ | 28417/33666 [16:11<02:59, 29.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3168/8416 [00:25<00:42, 123.42it/s]
    Epoch 1:  84%|████████▍ | 28418/33666 [16:11<02:59, 29.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3169/8416 [00:25<00:42, 123.42it/s]
    Epoch 1:  84%|████████▍ | 28419/33666 [16:11<02:59, 29.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3170/8416 [00:25<00:42, 123.42it/s]
    Epoch 1:  84%|████████▍ | 28420/33666 [16:11<02:59, 29.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3171/8416 [00:25<00:42, 123.42it/s]
    Epoch 1:  84%|████████▍ | 28421/33666 [16:11<02:59, 29.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3172/8416 [00:25<00:42, 123.42it/s]
    Epoch 1:  84%|████████▍ | 28422/33666 [16:11<02:59, 29.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3173/8416 [00:25<00:42, 123.42it/s]
    Epoch 1:  84%|████████▍ | 28423/33666 [16:11<02:59, 29.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3174/8416 [00:25<00:42, 123.42it/s]
    Epoch 1:  84%|████████▍ | 28424/33666 [16:11<02:59, 29.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3175/8416 [00:25<00:42, 123.42it/s]
    Epoch 1:  84%|████████▍ | 28425/33666 [16:11<02:59, 29.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3176/8416 [00:25<00:42, 123.41it/s]
    Epoch 1:  84%|████████▍ | 28426/33666 [16:11<02:59, 29.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3177/8416 [00:25<00:42, 123.41it/s]
    Epoch 1:  84%|████████▍ | 28427/33666 [16:11<02:59, 29.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3178/8416 [00:25<00:42, 123.41it/s]
    Epoch 1:  84%|████████▍ | 28428/33666 [16:11<02:59, 29.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3179/8416 [00:25<00:42, 123.41it/s]
    Epoch 1:  84%|████████▍ | 28429/33666 [16:11<02:58, 29.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3180/8416 [00:25<00:42, 123.41it/s]
    Epoch 1:  84%|████████▍ | 28430/33666 [16:11<02:58, 29.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3181/8416 [00:25<00:42, 123.39it/s]
    Epoch 1:  84%|████████▍ | 28431/33666 [16:11<02:58, 29.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3182/8416 [00:25<00:42, 123.39it/s]
    Epoch 1:  84%|████████▍ | 28432/33666 [16:11<02:58, 29.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3183/8416 [00:25<00:42, 123.39it/s]
    Epoch 1:  84%|████████▍ | 28433/33666 [16:11<02:58, 29.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3184/8416 [00:25<00:42, 123.39it/s]
    Epoch 1:  84%|████████▍ | 28434/33666 [16:11<02:58, 29.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3185/8416 [00:25<00:42, 123.39it/s]
    Epoch 1:  84%|████████▍ | 28435/33666 [16:11<02:58, 29.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3186/8416 [00:25<00:42, 123.39it/s]
    Epoch 1:  84%|████████▍ | 28436/33666 [16:11<02:58, 29.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3187/8416 [00:25<00:42, 123.39it/s]
    Epoch 1:  84%|████████▍ | 28437/33666 [16:11<02:58, 29.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3188/8416 [00:25<00:42, 123.39it/s]
    Epoch 1:  84%|████████▍ | 28438/33666 [16:11<02:58, 29.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3189/8416 [00:25<00:42, 123.39it/s]
    Epoch 1:  84%|████████▍ | 28439/33666 [16:11<02:58, 29.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3190/8416 [00:25<00:42, 123.39it/s]
    Epoch 1:  84%|████████▍ | 28440/33666 [16:11<02:58, 29.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3191/8416 [00:25<00:42, 123.39it/s]
    Epoch 1:  84%|████████▍ | 28441/33666 [16:11<02:58, 29.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3192/8416 [00:25<00:42, 123.39it/s]
    Epoch 1:  84%|████████▍ | 28442/33666 [16:11<02:58, 29.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3193/8416 [00:25<00:42, 123.39it/s]
    Epoch 1:  84%|████████▍ | 28443/33666 [16:11<02:58, 29.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3194/8416 [00:25<00:42, 123.39it/s]
    Epoch 1:  84%|████████▍ | 28444/33666 [16:11<02:58, 29.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3195/8416 [00:25<00:42, 123.39it/s]
    Epoch 1:  84%|████████▍ | 28445/33666 [16:11<02:58, 29.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3196/8416 [00:25<00:42, 123.39it/s]
    Epoch 1:  84%|████████▍ | 28446/33666 [16:11<02:58, 29.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3197/8416 [00:25<00:42, 123.39it/s]
    Epoch 1:  84%|████████▍ | 28447/33666 [16:11<02:58, 29.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3198/8416 [00:25<00:42, 123.39it/s]
    Epoch 1:  85%|████████▍ | 28448/33666 [16:11<02:58, 29.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3199/8416 [00:25<00:42, 123.39it/s]
    Epoch 1:  85%|████████▍ | 28449/33666 [16:11<02:58, 29.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3200/8416 [00:25<00:42, 123.39it/s]
    Epoch 1:  85%|████████▍ | 28450/33666 [16:11<02:58, 29.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3201/8416 [00:25<00:42, 123.38it/s]
    Epoch 1:  85%|████████▍ | 28451/33666 [16:11<02:58, 29.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3202/8416 [00:25<00:42, 123.38it/s]
    Epoch 1:  85%|████████▍ | 28452/33666 [16:11<02:58, 29.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3203/8416 [00:25<00:42, 123.38it/s]
    Epoch 1:  85%|████████▍ | 28453/33666 [16:11<02:58, 29.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3204/8416 [00:25<00:42, 123.38it/s]
    Epoch 1:  85%|████████▍ | 28454/33666 [16:11<02:58, 29.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3205/8416 [00:25<00:42, 123.37it/s]
    Epoch 1:  85%|████████▍ | 28455/33666 [16:11<02:57, 29.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3206/8416 [00:25<00:42, 123.37it/s]
    Epoch 1:  85%|████████▍ | 28456/33666 [16:11<02:57, 29.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3207/8416 [00:25<00:42, 123.37it/s]
    Epoch 1:  85%|████████▍ | 28457/33666 [16:11<02:57, 29.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3208/8416 [00:26<00:42, 123.37it/s]
    Epoch 1:  85%|████████▍ | 28458/33666 [16:11<02:57, 29.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3209/8416 [00:26<00:42, 123.37it/s]
    Epoch 1:  85%|████████▍ | 28459/33666 [16:11<02:57, 29.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3210/8416 [00:26<00:42, 123.37it/s]
    Epoch 1:  85%|████████▍ | 28460/33666 [16:11<02:57, 29.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3211/8416 [00:26<00:42, 123.37it/s]
    Epoch 1:  85%|████████▍ | 28461/33666 [16:11<02:57, 29.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3212/8416 [00:26<00:42, 123.37it/s]
    Epoch 1:  85%|████████▍ | 28462/33666 [16:11<02:57, 29.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3213/8416 [00:26<00:42, 123.37it/s]
    Epoch 1:  85%|████████▍ | 28463/33666 [16:11<02:57, 29.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3214/8416 [00:26<00:42, 123.35it/s]
    Epoch 1:  85%|████████▍ | 28464/33666 [16:11<02:57, 29.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3215/8416 [00:26<00:42, 123.35it/s]
    Epoch 1:  85%|████████▍ | 28465/33666 [16:11<02:57, 29.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3216/8416 [00:26<00:42, 123.35it/s]
    Epoch 1:  85%|████████▍ | 28466/33666 [16:11<02:57, 29.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3217/8416 [00:26<00:42, 123.35it/s]
    Epoch 1:  85%|████████▍ | 28467/33666 [16:11<02:57, 29.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3218/8416 [00:26<00:42, 123.35it/s]
    Epoch 1:  85%|████████▍ | 28468/33666 [16:11<02:57, 29.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3219/8416 [00:26<00:42, 123.35it/s]
    Epoch 1:  85%|████████▍ | 28469/33666 [16:11<02:57, 29.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3220/8416 [00:26<00:42, 123.35it/s]
    Epoch 1:  85%|████████▍ | 28470/33666 [16:11<02:57, 29.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3221/8416 [00:26<00:42, 123.35it/s]
    Epoch 1:  85%|████████▍ | 28471/33666 [16:11<02:57, 29.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3222/8416 [00:26<00:42, 123.35it/s]
    Epoch 1:  85%|████████▍ | 28472/33666 [16:11<02:57, 29.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3223/8416 [00:26<00:42, 123.35it/s]
    Epoch 1:  85%|████████▍ | 28473/33666 [16:11<02:57, 29.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3224/8416 [00:26<00:42, 123.35it/s]
    Epoch 1:  85%|████████▍ | 28474/33666 [16:11<02:57, 29.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3225/8416 [00:26<00:42, 123.35it/s]
    Epoch 1:  85%|████████▍ | 28475/33666 [16:11<02:57, 29.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3226/8416 [00:26<00:42, 123.35it/s]
    Epoch 1:  85%|████████▍ | 28476/33666 [16:11<02:57, 29.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3227/8416 [00:26<00:42, 123.35it/s]
    Epoch 1:  85%|████████▍ | 28477/33666 [16:12<02:57, 29.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3228/8416 [00:26<00:42, 123.35it/s]
    Epoch 1:  85%|████████▍ | 28478/33666 [16:12<02:57, 29.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3229/8416 [00:26<00:42, 123.35it/s]
    Epoch 1:  85%|████████▍ | 28479/33666 [16:12<02:57, 29.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3230/8416 [00:26<00:42, 123.35it/s]
    Epoch 1:  85%|████████▍ | 28480/33666 [16:12<02:56, 29.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3231/8416 [00:26<00:42, 123.35it/s]
    Epoch 1:  85%|████████▍ | 28481/33666 [16:12<02:56, 29.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3232/8416 [00:26<00:42, 123.35it/s]
    Epoch 1:  85%|████████▍ | 28482/33666 [16:12<02:56, 29.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3233/8416 [00:26<00:42, 123.35it/s]
    Epoch 1:  85%|████████▍ | 28483/33666 [16:12<02:56, 29.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3234/8416 [00:26<00:42, 123.35it/s]
    Epoch 1:  85%|████████▍ | 28484/33666 [16:12<02:56, 29.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3235/8416 [00:26<00:42, 123.34it/s]
    Epoch 1:  85%|████████▍ | 28485/33666 [16:12<02:56, 29.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3236/8416 [00:26<00:41, 123.34it/s]
    Epoch 1:  85%|████████▍ | 28486/33666 [16:12<02:56, 29.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3237/8416 [00:26<00:41, 123.34it/s]
    Epoch 1:  85%|████████▍ | 28487/33666 [16:12<02:56, 29.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3238/8416 [00:26<00:41, 123.34it/s]
    Epoch 1:  85%|████████▍ | 28488/33666 [16:12<02:56, 29.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3239/8416 [00:26<00:41, 123.34it/s]
    Epoch 1:  85%|████████▍ | 28489/33666 [16:12<02:56, 29.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3240/8416 [00:26<00:41, 123.34it/s]
    Epoch 1:  85%|████████▍ | 28490/33666 [16:12<02:56, 29.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3241/8416 [00:26<00:41, 123.34it/s]
    Epoch 1:  85%|████████▍ | 28491/33666 [16:12<02:56, 29.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3242/8416 [00:26<00:41, 123.34it/s]
    Epoch 1:  85%|████████▍ | 28492/33666 [16:12<02:56, 29.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3243/8416 [00:26<00:41, 123.34it/s]
    Epoch 1:  85%|████████▍ | 28493/33666 [16:12<02:56, 29.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3244/8416 [00:26<00:41, 123.34it/s]
    Epoch 1:  85%|████████▍ | 28494/33666 [16:12<02:56, 29.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3245/8416 [00:26<00:41, 123.34it/s]
    Epoch 1:  85%|████████▍ | 28495/33666 [16:12<02:56, 29.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3246/8416 [00:26<00:41, 123.34it/s]
    Epoch 1:  85%|████████▍ | 28496/33666 [16:12<02:56, 29.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3247/8416 [00:26<00:41, 123.34it/s]
    Epoch 1:  85%|████████▍ | 28497/33666 [16:12<02:56, 29.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3248/8416 [00:26<00:41, 123.34it/s]
    Epoch 1:  85%|████████▍ | 28498/33666 [16:12<02:56, 29.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3249/8416 [00:26<00:41, 123.34it/s]
    Epoch 1:  85%|████████▍ | 28499/33666 [16:12<02:56, 29.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3250/8416 [00:26<00:41, 123.34it/s]
    Epoch 1:  85%|████████▍ | 28500/33666 [16:12<02:56, 29.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3251/8416 [00:26<00:41, 123.34it/s]
    Epoch 1:  85%|████████▍ | 28501/33666 [16:12<02:56, 29.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3252/8416 [00:26<00:41, 123.34it/s]
    Epoch 1:  85%|████████▍ | 28502/33666 [16:12<02:56, 29.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3253/8416 [00:26<00:41, 123.34it/s]
    Epoch 1:  85%|████████▍ | 28503/33666 [16:12<02:56, 29.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3254/8416 [00:26<00:41, 123.34it/s]
    Epoch 1:  85%|████████▍ | 28504/33666 [16:12<02:56, 29.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3255/8416 [00:26<00:41, 123.34it/s]
    Epoch 1:  85%|████████▍ | 28505/33666 [16:12<02:56, 29.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3256/8416 [00:26<00:41, 123.34it/s]
    Epoch 1:  85%|████████▍ | 28506/33666 [16:12<02:55, 29.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3257/8416 [00:26<00:41, 123.34it/s]
    Epoch 1:  85%|████████▍ | 28507/33666 [16:12<02:55, 29.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3258/8416 [00:26<00:41, 123.34it/s]
    Epoch 1:  85%|████████▍ | 28508/33666 [16:12<02:55, 29.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3259/8416 [00:26<00:41, 123.34it/s]
    Epoch 1:  85%|████████▍ | 28509/33666 [16:12<02:55, 29.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3260/8416 [00:26<00:41, 123.34it/s]
    Epoch 1:  85%|████████▍ | 28510/33666 [16:12<02:55, 29.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3261/8416 [00:26<00:41, 123.34it/s]
    Epoch 1:  85%|████████▍ | 28511/33666 [16:12<02:55, 29.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3262/8416 [00:26<00:41, 123.34it/s]
    Epoch 1:  85%|████████▍ | 28512/33666 [16:12<02:55, 29.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3263/8416 [00:26<00:41, 123.34it/s]
    Epoch 1:  85%|████████▍ | 28513/33666 [16:12<02:55, 29.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3264/8416 [00:26<00:41, 123.34it/s]
    Epoch 1:  85%|████████▍ | 28514/33666 [16:12<02:55, 29.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3265/8416 [00:26<00:41, 123.34it/s]
    Epoch 1:  85%|████████▍ | 28515/33666 [16:12<02:55, 29.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3266/8416 [00:26<00:41, 123.34it/s]
    Epoch 1:  85%|████████▍ | 28516/33666 [16:12<02:55, 29.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3267/8416 [00:26<00:41, 123.34it/s]
    Epoch 1:  85%|████████▍ | 28517/33666 [16:12<02:55, 29.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3268/8416 [00:26<00:41, 123.33it/s]
    Epoch 1:  85%|████████▍ | 28518/33666 [16:12<02:55, 29.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3269/8416 [00:26<00:41, 123.33it/s]
    Epoch 1:  85%|████████▍ | 28519/33666 [16:12<02:55, 29.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3270/8416 [00:26<00:41, 123.33it/s]
    Epoch 1:  85%|████████▍ | 28520/33666 [16:12<02:55, 29.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3271/8416 [00:26<00:41, 123.33it/s]
    Epoch 1:  85%|████████▍ | 28521/33666 [16:12<02:55, 29.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3272/8416 [00:26<00:41, 123.33it/s]
    Epoch 1:  85%|████████▍ | 28522/33666 [16:12<02:55, 29.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3273/8416 [00:26<00:41, 123.33it/s]
    Epoch 1:  85%|████████▍ | 28523/33666 [16:12<02:55, 29.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3274/8416 [00:26<00:41, 123.33it/s]
    Epoch 1:  85%|████████▍ | 28524/33666 [16:12<02:55, 29.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3275/8416 [00:26<00:41, 123.32it/s]
    Epoch 1:  85%|████████▍ | 28525/33666 [16:12<02:55, 29.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3276/8416 [00:26<00:41, 123.32it/s]
    Epoch 1:  85%|████████▍ | 28526/33666 [16:12<02:55, 29.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3277/8416 [00:26<00:41, 123.32it/s]
    Epoch 1:  85%|████████▍ | 28527/33666 [16:12<02:55, 29.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3278/8416 [00:26<00:41, 123.32it/s]
    Epoch 1:  85%|████████▍ | 28528/33666 [16:12<02:55, 29.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3279/8416 [00:26<00:41, 123.32it/s]
    Epoch 1:  85%|████████▍ | 28529/33666 [16:12<02:55, 29.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3280/8416 [00:26<00:41, 123.32it/s]
    Epoch 1:  85%|████████▍ | 28530/33666 [16:12<02:55, 29.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3281/8416 [00:26<00:41, 123.32it/s]
    Epoch 1:  85%|████████▍ | 28531/33666 [16:12<02:55, 29.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3282/8416 [00:26<00:41, 123.33it/s]
    Epoch 1:  85%|████████▍ | 28532/33666 [16:12<02:54, 29.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3283/8416 [00:26<00:41, 123.33it/s]
    Epoch 1:  85%|████████▍ | 28533/33666 [16:12<02:54, 29.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3284/8416 [00:26<00:41, 123.33it/s]
    Epoch 1:  85%|████████▍ | 28534/33666 [16:12<02:54, 29.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3285/8416 [00:26<00:41, 123.33it/s]
    Epoch 1:  85%|████████▍ | 28535/33666 [16:12<02:54, 29.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3286/8416 [00:26<00:41, 123.33it/s]
    Epoch 1:  85%|████████▍ | 28536/33666 [16:12<02:54, 29.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3287/8416 [00:26<00:41, 123.33it/s]
    Epoch 1:  85%|████████▍ | 28537/33666 [16:12<02:54, 29.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3288/8416 [00:26<00:41, 123.32it/s]
    Epoch 1:  85%|████████▍ | 28538/33666 [16:12<02:54, 29.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3289/8416 [00:26<00:41, 123.32it/s]
    Epoch 1:  85%|████████▍ | 28539/33666 [16:12<02:54, 29.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3290/8416 [00:26<00:41, 123.32it/s]
    Epoch 1:  85%|████████▍ | 28540/33666 [16:12<02:54, 29.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3291/8416 [00:26<00:41, 123.32it/s]
    Epoch 1:  85%|████████▍ | 28541/33666 [16:12<02:54, 29.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3292/8416 [00:26<00:41, 123.32it/s]
    Epoch 1:  85%|████████▍ | 28542/33666 [16:12<02:54, 29.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3293/8416 [00:26<00:41, 123.32it/s]
    Epoch 1:  85%|████████▍ | 28543/33666 [16:12<02:54, 29.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3294/8416 [00:26<00:41, 123.32it/s]
    Epoch 1:  85%|████████▍ | 28544/33666 [16:12<02:54, 29.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3295/8416 [00:26<00:41, 123.32it/s]
    Epoch 1:  85%|████████▍ | 28545/33666 [16:12<02:54, 29.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3296/8416 [00:26<00:41, 123.32it/s]
    Epoch 1:  85%|████████▍ | 28546/33666 [16:12<02:54, 29.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3297/8416 [00:26<00:41, 123.32it/s]
    Epoch 1:  85%|████████▍ | 28547/33666 [16:12<02:54, 29.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3298/8416 [00:26<00:41, 123.32it/s]
    Epoch 1:  85%|████████▍ | 28548/33666 [16:12<02:54, 29.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3299/8416 [00:26<00:41, 123.32it/s]
    Epoch 1:  85%|████████▍ | 28549/33666 [16:12<02:54, 29.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3300/8416 [00:26<00:41, 123.32it/s]
    Epoch 1:  85%|████████▍ | 28550/33666 [16:12<02:54, 29.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3301/8416 [00:26<00:41, 123.32it/s]
    Epoch 1:  85%|████████▍ | 28551/33666 [16:12<02:54, 29.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3302/8416 [00:26<00:41, 123.32it/s]
    Epoch 1:  85%|████████▍ | 28552/33666 [16:12<02:54, 29.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3303/8416 [00:26<00:41, 123.32it/s]
    Epoch 1:  85%|████████▍ | 28553/33666 [16:12<02:54, 29.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3304/8416 [00:26<00:41, 123.32it/s]
    Epoch 1:  85%|████████▍ | 28554/33666 [16:12<02:54, 29.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3305/8416 [00:26<00:41, 123.32it/s]
    Epoch 1:  85%|████████▍ | 28555/33666 [16:12<02:54, 29.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3306/8416 [00:26<00:41, 123.31it/s]
    Epoch 1:  85%|████████▍ | 28556/33666 [16:12<02:54, 29.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3307/8416 [00:26<00:41, 123.31it/s]
    Epoch 1:  85%|████████▍ | 28557/33666 [16:12<02:54, 29.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3308/8416 [00:26<00:41, 123.31it/s]
    Epoch 1:  85%|████████▍ | 28558/33666 [16:12<02:53, 29.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3309/8416 [00:26<00:41, 123.31it/s]
    Epoch 1:  85%|████████▍ | 28559/33666 [16:12<02:53, 29.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3310/8416 [00:26<00:41, 123.31it/s]
    Epoch 1:  85%|████████▍ | 28560/33666 [16:12<02:53, 29.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3311/8416 [00:26<00:41, 123.31it/s]
    Epoch 1:  85%|████████▍ | 28561/33666 [16:12<02:53, 29.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3312/8416 [00:26<00:41, 123.31it/s]
    Epoch 1:  85%|████████▍ | 28562/33666 [16:12<02:53, 29.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3313/8416 [00:26<00:41, 123.32it/s]
    Epoch 1:  85%|████████▍ | 28563/33666 [16:12<02:53, 29.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3314/8416 [00:26<00:41, 123.32it/s]
    Epoch 1:  85%|████████▍ | 28564/33666 [16:12<02:53, 29.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3315/8416 [00:26<00:41, 123.32it/s]
    Epoch 1:  85%|████████▍ | 28565/33666 [16:12<02:53, 29.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3316/8416 [00:26<00:41, 123.32it/s]
    Epoch 1:  85%|████████▍ | 28566/33666 [16:12<02:53, 29.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3317/8416 [00:26<00:41, 123.32it/s]
    Epoch 1:  85%|████████▍ | 28567/33666 [16:12<02:53, 29.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3318/8416 [00:26<00:41, 123.32it/s]
    Epoch 1:  85%|████████▍ | 28568/33666 [16:12<02:53, 29.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3319/8416 [00:26<00:41, 123.31it/s]
    Epoch 1:  85%|████████▍ | 28569/33666 [16:12<02:53, 29.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3320/8416 [00:26<00:41, 123.31it/s]
    Epoch 1:  85%|████████▍ | 28570/33666 [16:12<02:53, 29.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3321/8416 [00:26<00:41, 123.31it/s]
    Epoch 1:  85%|████████▍ | 28571/33666 [16:12<02:53, 29.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3322/8416 [00:26<00:41, 123.31it/s]
    Epoch 1:  85%|████████▍ | 28572/33666 [16:12<02:53, 29.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3323/8416 [00:26<00:41, 123.31it/s]
    Epoch 1:  85%|████████▍ | 28573/33666 [16:12<02:53, 29.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3324/8416 [00:26<00:41, 123.31it/s]
    Epoch 1:  85%|████████▍ | 28574/33666 [16:12<02:53, 29.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3325/8416 [00:26<00:41, 123.31it/s]
    Epoch 1:  85%|████████▍ | 28575/33666 [16:12<02:53, 29.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3326/8416 [00:26<00:41, 123.31it/s]
    Epoch 1:  85%|████████▍ | 28576/33666 [16:12<02:53, 29.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3327/8416 [00:26<00:41, 123.31it/s]
    Epoch 1:  85%|████████▍ | 28577/33666 [16:12<02:53, 29.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3328/8416 [00:26<00:41, 123.31it/s]
    Epoch 1:  85%|████████▍ | 28578/33666 [16:12<02:53, 29.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3329/8416 [00:26<00:41, 123.31it/s]
    Epoch 1:  85%|████████▍ | 28579/33666 [16:12<02:53, 29.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3330/8416 [00:27<00:41, 123.31it/s]
    Epoch 1:  85%|████████▍ | 28580/33666 [16:12<02:53, 29.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3331/8416 [00:27<00:41, 123.31it/s]
    Epoch 1:  85%|████████▍ | 28581/33666 [16:12<02:53, 29.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3332/8416 [00:27<00:41, 123.31it/s]
    Epoch 1:  85%|████████▍ | 28582/33666 [16:12<02:53, 29.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3333/8416 [00:27<00:41, 123.31it/s]
    Epoch 1:  85%|████████▍ | 28583/33666 [16:12<02:53, 29.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3334/8416 [00:27<00:41, 123.31it/s]
    Epoch 1:  85%|████████▍ | 28584/33666 [16:12<02:52, 29.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3335/8416 [00:27<00:41, 123.31it/s]
    Epoch 1:  85%|████████▍ | 28585/33666 [16:12<02:52, 29.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3336/8416 [00:27<00:41, 123.31it/s]
    Epoch 1:  85%|████████▍ | 28586/33666 [16:12<02:52, 29.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3337/8416 [00:27<00:41, 123.31it/s]
    Epoch 1:  85%|████████▍ | 28587/33666 [16:12<02:52, 29.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3338/8416 [00:27<00:41, 123.30it/s]
    Epoch 1:  85%|████████▍ | 28588/33666 [16:12<02:52, 29.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3339/8416 [00:27<00:41, 123.30it/s]
    Epoch 1:  85%|████████▍ | 28589/33666 [16:12<02:52, 29.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3340/8416 [00:27<00:41, 123.30it/s]
    Epoch 1:  85%|████████▍ | 28590/33666 [16:12<02:52, 29.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3341/8416 [00:27<00:41, 123.30it/s]
    Epoch 1:  85%|████████▍ | 28591/33666 [16:12<02:52, 29.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3342/8416 [00:27<00:41, 123.30it/s]
    Epoch 1:  85%|████████▍ | 28592/33666 [16:12<02:52, 29.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3343/8416 [00:27<00:41, 123.30it/s]
    Epoch 1:  85%|████████▍ | 28593/33666 [16:12<02:52, 29.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3344/8416 [00:27<00:41, 123.30it/s]
    Epoch 1:  85%|████████▍ | 28594/33666 [16:12<02:52, 29.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3345/8416 [00:27<00:41, 123.30it/s]
    Epoch 1:  85%|████████▍ | 28595/33666 [16:12<02:52, 29.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3346/8416 [00:27<00:41, 123.30it/s]
    Epoch 1:  85%|████████▍ | 28596/33666 [16:12<02:52, 29.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3347/8416 [00:27<00:41, 123.30it/s]
    Epoch 1:  85%|████████▍ | 28597/33666 [16:12<02:52, 29.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3348/8416 [00:27<00:41, 123.30it/s]
    Epoch 1:  85%|████████▍ | 28598/33666 [16:12<02:52, 29.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3349/8416 [00:27<00:41, 123.30it/s]
    Epoch 1:  85%|████████▍ | 28599/33666 [16:12<02:52, 29.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3350/8416 [00:27<00:41, 123.30it/s]
    Epoch 1:  85%|████████▍ | 28600/33666 [16:13<02:52, 29.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3351/8416 [00:27<00:41, 123.30it/s]
    Epoch 1:  85%|████████▍ | 28601/33666 [16:13<02:52, 29.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3352/8416 [00:27<00:41, 123.30it/s]
    Epoch 1:  85%|████████▍ | 28602/33666 [16:13<02:52, 29.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3353/8416 [00:27<00:41, 123.30it/s]
    Epoch 1:  85%|████████▍ | 28603/33666 [16:13<02:52, 29.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3354/8416 [00:27<00:41, 123.30it/s]
    Epoch 1:  85%|████████▍ | 28604/33666 [16:13<02:52, 29.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3355/8416 [00:27<00:41, 123.30it/s]
    Epoch 1:  85%|████████▍ | 28605/33666 [16:13<02:52, 29.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3356/8416 [00:27<00:41, 123.30it/s]
    Epoch 1:  85%|████████▍ | 28606/33666 [16:13<02:52, 29.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3357/8416 [00:27<00:41, 123.30it/s]
    Epoch 1:  85%|████████▍ | 28607/33666 [16:13<02:52, 29.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3358/8416 [00:27<00:41, 123.30it/s]
    Epoch 1:  85%|████████▍ | 28608/33666 [16:13<02:52, 29.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3359/8416 [00:27<00:41, 123.30it/s]
    Epoch 1:  85%|████████▍ | 28609/33666 [16:13<02:52, 29.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3360/8416 [00:27<00:41, 123.30it/s]
    Epoch 1:  85%|████████▍ | 28610/33666 [16:13<02:51, 29.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3361/8416 [00:27<00:40, 123.29it/s]
    Epoch 1:  85%|████████▍ | 28611/33666 [16:13<02:51, 29.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3362/8416 [00:27<00:40, 123.29it/s]
    Epoch 1:  85%|████████▍ | 28612/33666 [16:13<02:51, 29.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3363/8416 [00:27<00:40, 123.29it/s]
    Epoch 1:  85%|████████▍ | 28613/33666 [16:13<02:51, 29.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3364/8416 [00:27<00:40, 123.29it/s]
    Epoch 1:  85%|████████▍ | 28614/33666 [16:13<02:51, 29.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3365/8416 [00:27<00:40, 123.29it/s]
    Epoch 1:  85%|████████▍ | 28615/33666 [16:13<02:51, 29.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3366/8416 [00:27<00:40, 123.29it/s]
    Epoch 1:  85%|████████▍ | 28616/33666 [16:13<02:51, 29.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|████      | 3367/8416 [00:27<00:40, 123.29it/s]
    Epoch 1:  85%|████████▌ | 28617/33666 [16:13<02:51, 29.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|████      | 3368/8416 [00:27<00:40, 123.29it/s]
    Epoch 1:  85%|████████▌ | 28618/33666 [16:13<02:51, 29.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|████      | 3369/8416 [00:27<00:40, 123.29it/s]
    Epoch 1:  85%|████████▌ | 28619/33666 [16:13<02:51, 29.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|████      | 3370/8416 [00:27<00:40, 123.29it/s]
    Epoch 1:  85%|████████▌ | 28620/33666 [16:13<02:51, 29.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|████      | 3371/8416 [00:27<00:40, 123.29it/s]
    Epoch 1:  85%|████████▌ | 28621/33666 [16:13<02:51, 29.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|████      | 3372/8416 [00:27<00:40, 123.28it/s]
    Epoch 1:  85%|████████▌ | 28622/33666 [16:13<02:51, 29.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|████      | 3373/8416 [00:27<00:40, 123.28it/s]
    Epoch 1:  85%|████████▌ | 28623/33666 [16:13<02:51, 29.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|████      | 3374/8416 [00:27<00:40, 123.28it/s]
    Epoch 1:  85%|████████▌ | 28624/33666 [16:13<02:51, 29.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|████      | 3375/8416 [00:27<00:40, 123.28it/s]
    Epoch 1:  85%|████████▌ | 28625/33666 [16:13<02:51, 29.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|████      | 3376/8416 [00:27<00:40, 123.28it/s]
    Epoch 1:  85%|████████▌ | 28626/33666 [16:13<02:51, 29.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|████      | 3377/8416 [00:27<00:40, 123.28it/s]
    Epoch 1:  85%|████████▌ | 28627/33666 [16:13<02:51, 29.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|████      | 3378/8416 [00:27<00:40, 123.28it/s]
    Epoch 1:  85%|████████▌ | 28628/33666 [16:13<02:51, 29.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|████      | 3379/8416 [00:27<00:40, 123.28it/s]
    Epoch 1:  85%|████████▌ | 28629/33666 [16:13<02:51, 29.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|████      | 3380/8416 [00:27<00:40, 123.28it/s]
    Epoch 1:  85%|████████▌ | 28630/33666 [16:13<02:51, 29.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|████      | 3381/8416 [00:27<00:40, 123.28it/s]
    Epoch 1:  85%|████████▌ | 28631/33666 [16:13<02:51, 29.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|████      | 3382/8416 [00:27<00:40, 123.28it/s]
    Epoch 1:  85%|████████▌ | 28632/33666 [16:13<02:51, 29.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|████      | 3383/8416 [00:27<00:40, 123.28it/s]
    Epoch 1:  85%|████████▌ | 28633/33666 [16:13<02:51, 29.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|████      | 3384/8416 [00:27<00:40, 123.28it/s]
    Epoch 1:  85%|████████▌ | 28634/33666 [16:13<02:51, 29.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|████      | 3385/8416 [00:27<00:40, 123.27it/s]
    Epoch 1:  85%|████████▌ | 28635/33666 [16:13<02:51, 29.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|████      | 3386/8416 [00:27<00:40, 123.27it/s]
    Epoch 1:  85%|████████▌ | 28636/33666 [16:13<02:50, 29.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|████      | 3387/8416 [00:27<00:40, 123.27it/s]
    Epoch 1:  85%|████████▌ | 28637/33666 [16:13<02:50, 29.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|████      | 3388/8416 [00:27<00:40, 123.27it/s]
    Epoch 1:  85%|████████▌ | 28638/33666 [16:13<02:50, 29.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|████      | 3389/8416 [00:27<00:40, 123.27it/s]
    Epoch 1:  85%|████████▌ | 28639/33666 [16:13<02:50, 29.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|████      | 3390/8416 [00:27<00:40, 123.27it/s]
    Epoch 1:  85%|████████▌ | 28640/33666 [16:13<02:50, 29.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|████      | 3391/8416 [00:27<00:40, 123.27it/s]
    Epoch 1:  85%|████████▌ | 28641/33666 [16:13<02:50, 29.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|████      | 3392/8416 [00:27<00:40, 123.27it/s]
    Epoch 1:  85%|████████▌ | 28642/33666 [16:13<02:50, 29.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|████      | 3393/8416 [00:27<00:40, 123.27it/s]
    Epoch 1:  85%|████████▌ | 28643/33666 [16:13<02:50, 29.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|████      | 3394/8416 [00:27<00:40, 123.27it/s]
    Epoch 1:  85%|████████▌ | 28644/33666 [16:13<02:50, 29.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|████      | 3395/8416 [00:27<00:40, 123.26it/s]
    Epoch 1:  85%|████████▌ | 28645/33666 [16:13<02:50, 29.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|████      | 3396/8416 [00:27<00:40, 123.26it/s]
    Epoch 1:  85%|████████▌ | 28646/33666 [16:13<02:50, 29.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|████      | 3397/8416 [00:27<00:40, 123.26it/s]
    Epoch 1:  85%|████████▌ | 28647/33666 [16:13<02:50, 29.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|████      | 3398/8416 [00:27<00:40, 123.26it/s]
    Epoch 1:  85%|████████▌ | 28648/33666 [16:13<02:50, 29.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|████      | 3399/8416 [00:27<00:40, 123.26it/s]
    Epoch 1:  85%|████████▌ | 28649/33666 [16:13<02:50, 29.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|████      | 3400/8416 [00:27<00:40, 123.26it/s]
    Epoch 1:  85%|████████▌ | 28650/33666 [16:13<02:50, 29.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|████      | 3401/8416 [00:27<00:40, 123.26it/s]
    Epoch 1:  85%|████████▌ | 28651/33666 [16:13<02:50, 29.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|████      | 3402/8416 [00:27<00:40, 123.26it/s]
    Epoch 1:  85%|████████▌ | 28652/33666 [16:13<02:50, 29.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|████      | 3403/8416 [00:27<00:40, 123.24it/s]
    Epoch 1:  85%|████████▌ | 28653/33666 [16:13<02:50, 29.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|████      | 3404/8416 [00:27<00:40, 123.24it/s]
    Epoch 1:  85%|████████▌ | 28654/33666 [16:13<02:50, 29.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|████      | 3405/8416 [00:27<00:40, 123.24it/s]
    Epoch 1:  85%|████████▌ | 28655/33666 [16:13<02:50, 29.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|████      | 3406/8416 [00:27<00:40, 123.24it/s]
    Epoch 1:  85%|████████▌ | 28656/33666 [16:13<02:50, 29.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|████      | 3407/8416 [00:27<00:40, 123.24it/s]
    Epoch 1:  85%|████████▌ | 28657/33666 [16:13<02:50, 29.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  40%|████      | 3408/8416 [00:27<00:40, 123.24it/s]
    Epoch 1:  85%|████████▌ | 28658/33666 [16:13<02:50, 29.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3409/8416 [00:27<00:40, 123.24it/s]
    Epoch 1:  85%|████████▌ | 28659/33666 [16:13<02:50, 29.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3410/8416 [00:27<00:40, 123.24it/s]
    Epoch 1:  85%|████████▌ | 28660/33666 [16:13<02:50, 29.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3411/8416 [00:27<00:40, 123.24it/s]
    Epoch 1:  85%|████████▌ | 28661/33666 [16:13<02:50, 29.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3412/8416 [00:27<00:40, 123.24it/s]
    Epoch 1:  85%|████████▌ | 28662/33666 [16:13<02:49, 29.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3413/8416 [00:27<00:40, 123.24it/s]
    Epoch 1:  85%|████████▌ | 28663/33666 [16:13<02:49, 29.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3414/8416 [00:27<00:40, 123.24it/s]
    Epoch 1:  85%|████████▌ | 28664/33666 [16:13<02:49, 29.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3415/8416 [00:27<00:40, 123.24it/s]
    Epoch 1:  85%|████████▌ | 28665/33666 [16:13<02:49, 29.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3416/8416 [00:27<00:40, 123.24it/s]
    Epoch 1:  85%|████████▌ | 28666/33666 [16:13<02:49, 29.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3417/8416 [00:27<00:40, 123.24it/s]
    Epoch 1:  85%|████████▌ | 28667/33666 [16:13<02:49, 29.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3418/8416 [00:27<00:40, 123.24it/s]
    Epoch 1:  85%|████████▌ | 28668/33666 [16:13<02:49, 29.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3419/8416 [00:27<00:40, 123.24it/s]
    Epoch 1:  85%|████████▌ | 28669/33666 [16:13<02:49, 29.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3420/8416 [00:27<00:40, 123.24it/s]
    Epoch 1:  85%|████████▌ | 28670/33666 [16:13<02:49, 29.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3421/8416 [00:27<00:40, 123.24it/s]
    Epoch 1:  85%|████████▌ | 28671/33666 [16:13<02:49, 29.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3422/8416 [00:27<00:40, 123.24it/s]
    Epoch 1:  85%|████████▌ | 28672/33666 [16:13<02:49, 29.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3423/8416 [00:27<00:40, 123.24it/s]
    Epoch 1:  85%|████████▌ | 28673/33666 [16:13<02:49, 29.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3424/8416 [00:27<00:40, 123.24it/s]
    Epoch 1:  85%|████████▌ | 28674/33666 [16:13<02:49, 29.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3425/8416 [00:27<00:40, 123.24it/s]
    Epoch 1:  85%|████████▌ | 28675/33666 [16:13<02:49, 29.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3426/8416 [00:27<00:40, 123.24it/s]
    Epoch 1:  85%|████████▌ | 28676/33666 [16:13<02:49, 29.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3427/8416 [00:27<00:40, 123.24it/s]
    Epoch 1:  85%|████████▌ | 28677/33666 [16:13<02:49, 29.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3428/8416 [00:27<00:40, 123.24it/s]
    Epoch 1:  85%|████████▌ | 28678/33666 [16:13<02:49, 29.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3429/8416 [00:27<00:40, 123.24it/s]
    Epoch 1:  85%|████████▌ | 28679/33666 [16:13<02:49, 29.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3430/8416 [00:27<00:40, 123.24it/s]
    Epoch 1:  85%|████████▌ | 28680/33666 [16:13<02:49, 29.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3431/8416 [00:27<00:40, 123.24it/s]
    Epoch 1:  85%|████████▌ | 28681/33666 [16:13<02:49, 29.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3432/8416 [00:27<00:40, 123.24it/s]
    Epoch 1:  85%|████████▌ | 28682/33666 [16:13<02:49, 29.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3433/8416 [00:27<00:40, 123.23it/s]
    Epoch 1:  85%|████████▌ | 28683/33666 [16:13<02:49, 29.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3434/8416 [00:27<00:40, 123.23it/s]
    Epoch 1:  85%|████████▌ | 28684/33666 [16:13<02:49, 29.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3435/8416 [00:27<00:40, 123.23it/s]
    Epoch 1:  85%|████████▌ | 28685/33666 [16:13<02:49, 29.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3436/8416 [00:27<00:40, 123.23it/s]
    Epoch 1:  85%|████████▌ | 28686/33666 [16:13<02:49, 29.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3437/8416 [00:27<00:40, 123.23it/s]
    Epoch 1:  85%|████████▌ | 28687/33666 [16:13<02:49, 29.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3438/8416 [00:27<00:40, 123.23it/s]
    Epoch 1:  85%|████████▌ | 28688/33666 [16:13<02:48, 29.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3439/8416 [00:27<00:40, 123.23it/s]
    Epoch 1:  85%|████████▌ | 28689/33666 [16:13<02:48, 29.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3440/8416 [00:27<00:40, 123.23it/s]
    Epoch 1:  85%|████████▌ | 28690/33666 [16:13<02:48, 29.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3441/8416 [00:27<00:40, 123.23it/s]
    Epoch 1:  85%|████████▌ | 28691/33666 [16:13<02:48, 29.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3442/8416 [00:27<00:40, 123.23it/s]
    Epoch 1:  85%|████████▌ | 28692/33666 [16:13<02:48, 29.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3443/8416 [00:27<00:40, 123.23it/s]
    Epoch 1:  85%|████████▌ | 28693/33666 [16:13<02:48, 29.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3444/8416 [00:27<00:40, 123.23it/s]
    Epoch 1:  85%|████████▌ | 28694/33666 [16:13<02:48, 29.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3445/8416 [00:27<00:40, 123.23it/s]
    Epoch 1:  85%|████████▌ | 28695/33666 [16:13<02:48, 29.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3446/8416 [00:27<00:40, 123.23it/s]
    Epoch 1:  85%|████████▌ | 28696/33666 [16:13<02:48, 29.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3447/8416 [00:27<00:40, 123.23it/s]
    Epoch 1:  85%|████████▌ | 28697/33666 [16:13<02:48, 29.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3448/8416 [00:27<00:40, 123.23it/s]
    Epoch 1:  85%|████████▌ | 28698/33666 [16:13<02:48, 29.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3449/8416 [00:27<00:40, 123.23it/s]
    Epoch 1:  85%|████████▌ | 28699/33666 [16:13<02:48, 29.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3450/8416 [00:27<00:40, 123.23it/s]
    Epoch 1:  85%|████████▌ | 28700/33666 [16:13<02:48, 29.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3451/8416 [00:28<00:40, 123.23it/s]
    Epoch 1:  85%|████████▌ | 28701/33666 [16:13<02:48, 29.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3452/8416 [00:28<00:40, 123.23it/s]
    Epoch 1:  85%|████████▌ | 28702/33666 [16:13<02:48, 29.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3453/8416 [00:28<00:40, 123.23it/s]
    Epoch 1:  85%|████████▌ | 28703/33666 [16:13<02:48, 29.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3454/8416 [00:28<00:40, 123.23it/s]
    Epoch 1:  85%|████████▌ | 28704/33666 [16:13<02:48, 29.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3455/8416 [00:28<00:40, 123.23it/s]
    Epoch 1:  85%|████████▌ | 28705/33666 [16:13<02:48, 29.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3456/8416 [00:28<00:40, 123.22it/s]
    Epoch 1:  85%|████████▌ | 28706/33666 [16:13<02:48, 29.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3457/8416 [00:28<00:40, 123.22it/s]
    Epoch 1:  85%|████████▌ | 28707/33666 [16:13<02:48, 29.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3458/8416 [00:28<00:40, 123.22it/s]
    Epoch 1:  85%|████████▌ | 28708/33666 [16:13<02:48, 29.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3459/8416 [00:28<00:40, 123.22it/s]
    Epoch 1:  85%|████████▌ | 28709/33666 [16:13<02:48, 29.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3460/8416 [00:28<00:40, 123.22it/s]
    Epoch 1:  85%|████████▌ | 28710/33666 [16:13<02:48, 29.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3461/8416 [00:28<00:40, 123.22it/s]
    Epoch 1:  85%|████████▌ | 28711/33666 [16:13<02:48, 29.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3462/8416 [00:28<00:40, 123.22it/s]
    Epoch 1:  85%|████████▌ | 28712/33666 [16:13<02:48, 29.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3463/8416 [00:28<00:40, 123.22it/s]
    Epoch 1:  85%|████████▌ | 28713/33666 [16:13<02:48, 29.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3464/8416 [00:28<00:40, 123.22it/s]
    Epoch 1:  85%|████████▌ | 28714/33666 [16:13<02:47, 29.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3465/8416 [00:28<00:40, 123.19it/s]
    Epoch 1:  85%|████████▌ | 28715/33666 [16:13<02:47, 29.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3466/8416 [00:28<00:40, 123.19it/s]
    Epoch 1:  85%|████████▌ | 28716/33666 [16:13<02:47, 29.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3467/8416 [00:28<00:40, 123.19it/s]
    Epoch 1:  85%|████████▌ | 28717/33666 [16:13<02:47, 29.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3468/8416 [00:28<00:40, 123.19it/s]
    Epoch 1:  85%|████████▌ | 28718/33666 [16:13<02:47, 29.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3469/8416 [00:28<00:40, 123.19it/s]
    Epoch 1:  85%|████████▌ | 28719/33666 [16:13<02:47, 29.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3470/8416 [00:28<00:40, 123.19it/s]
    Epoch 1:  85%|████████▌ | 28720/33666 [16:14<02:47, 29.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████      | 3471/8416 [00:28<00:40, 123.19it/s]
    Epoch 1:  85%|████████▌ | 28721/33666 [16:14<02:47, 29.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3472/8416 [00:28<00:40, 123.19it/s]
    Epoch 1:  85%|████████▌ | 28722/33666 [16:14<02:47, 29.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3473/8416 [00:28<00:40, 123.19it/s]
    Epoch 1:  85%|████████▌ | 28723/33666 [16:14<02:47, 29.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3474/8416 [00:28<00:40, 123.19it/s]
    Epoch 1:  85%|████████▌ | 28724/33666 [16:14<02:47, 29.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3475/8416 [00:28<00:40, 123.19it/s]
    Epoch 1:  85%|████████▌ | 28725/33666 [16:14<02:47, 29.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3476/8416 [00:28<00:40, 123.19it/s]
    Epoch 1:  85%|████████▌ | 28726/33666 [16:14<02:47, 29.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3477/8416 [00:28<00:40, 123.19it/s]
    Epoch 1:  85%|████████▌ | 28727/33666 [16:14<02:47, 29.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3478/8416 [00:28<00:40, 123.19it/s]
    Epoch 1:  85%|████████▌ | 28728/33666 [16:14<02:47, 29.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3479/8416 [00:28<00:40, 123.19it/s]
    Epoch 1:  85%|████████▌ | 28729/33666 [16:14<02:47, 29.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3480/8416 [00:28<00:40, 123.19it/s]
    Epoch 1:  85%|████████▌ | 28730/33666 [16:14<02:47, 29.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3481/8416 [00:28<00:40, 123.19it/s]
    Epoch 1:  85%|████████▌ | 28731/33666 [16:14<02:47, 29.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3482/8416 [00:28<00:40, 123.18it/s]
    Epoch 1:  85%|████████▌ | 28732/33666 [16:14<02:47, 29.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3483/8416 [00:28<00:40, 123.18it/s]
    Epoch 1:  85%|████████▌ | 28733/33666 [16:14<02:47, 29.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3484/8416 [00:28<00:40, 123.18it/s]
    Epoch 1:  85%|████████▌ | 28734/33666 [16:14<02:47, 29.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3485/8416 [00:28<00:40, 123.18it/s]
    Epoch 1:  85%|████████▌ | 28735/33666 [16:14<02:47, 29.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3486/8416 [00:28<00:40, 123.18it/s]
    Epoch 1:  85%|████████▌ | 28736/33666 [16:14<02:47, 29.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3487/8416 [00:28<00:40, 123.18it/s]
    Epoch 1:  85%|████████▌ | 28737/33666 [16:14<02:47, 29.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3488/8416 [00:28<00:40, 123.18it/s]
    Epoch 1:  85%|████████▌ | 28738/33666 [16:14<02:47, 29.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3489/8416 [00:28<00:39, 123.18it/s]
    Epoch 1:  85%|████████▌ | 28739/33666 [16:14<02:47, 29.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3490/8416 [00:28<00:39, 123.18it/s]
    Epoch 1:  85%|████████▌ | 28740/33666 [16:14<02:46, 29.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3491/8416 [00:28<00:39, 123.18it/s]
    Epoch 1:  85%|████████▌ | 28741/33666 [16:14<02:46, 29.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3492/8416 [00:28<00:39, 123.18it/s]
    Epoch 1:  85%|████████▌ | 28742/33666 [16:14<02:46, 29.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3493/8416 [00:28<00:39, 123.18it/s]
    Epoch 1:  85%|████████▌ | 28743/33666 [16:14<02:46, 29.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3494/8416 [00:28<00:39, 123.18it/s]
    Epoch 1:  85%|████████▌ | 28744/33666 [16:14<02:46, 29.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3495/8416 [00:28<00:39, 123.18it/s]
    Epoch 1:  85%|████████▌ | 28745/33666 [16:14<02:46, 29.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3496/8416 [00:28<00:39, 123.17it/s]
    Epoch 1:  85%|████████▌ | 28746/33666 [16:14<02:46, 29.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3497/8416 [00:28<00:39, 123.17it/s]
    Epoch 1:  85%|████████▌ | 28747/33666 [16:14<02:46, 29.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3498/8416 [00:28<00:39, 123.17it/s]
    Epoch 1:  85%|████████▌ | 28748/33666 [16:14<02:46, 29.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3499/8416 [00:28<00:39, 123.17it/s]
    Epoch 1:  85%|████████▌ | 28749/33666 [16:14<02:46, 29.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3500/8416 [00:28<00:39, 123.17it/s]
    Epoch 1:  85%|████████▌ | 28750/33666 [16:14<02:46, 29.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3501/8416 [00:28<00:39, 123.17it/s]
    Epoch 1:  85%|████████▌ | 28751/33666 [16:14<02:46, 29.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3502/8416 [00:28<00:39, 123.17it/s]
    Epoch 1:  85%|████████▌ | 28752/33666 [16:14<02:46, 29.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3503/8416 [00:28<00:39, 123.17it/s]
    Epoch 1:  85%|████████▌ | 28753/33666 [16:14<02:46, 29.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3504/8416 [00:28<00:39, 123.17it/s]
    Epoch 1:  85%|████████▌ | 28754/33666 [16:14<02:46, 29.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3505/8416 [00:28<00:39, 123.17it/s]
    Epoch 1:  85%|████████▌ | 28755/33666 [16:14<02:46, 29.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3506/8416 [00:28<00:39, 123.17it/s]
    Epoch 1:  85%|████████▌ | 28756/33666 [16:14<02:46, 29.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3507/8416 [00:28<00:39, 123.16it/s]
    Epoch 1:  85%|████████▌ | 28757/33666 [16:14<02:46, 29.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3508/8416 [00:28<00:39, 123.16it/s]
    Epoch 1:  85%|████████▌ | 28758/33666 [16:14<02:46, 29.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3509/8416 [00:28<00:39, 123.16it/s]
    Epoch 1:  85%|████████▌ | 28759/33666 [16:14<02:46, 29.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3510/8416 [00:28<00:39, 123.16it/s]
    Epoch 1:  85%|████████▌ | 28760/33666 [16:14<02:46, 29.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3511/8416 [00:28<00:39, 123.16it/s]
    Epoch 1:  85%|████████▌ | 28761/33666 [16:14<02:46, 29.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3512/8416 [00:28<00:39, 123.16it/s]
    Epoch 1:  85%|████████▌ | 28762/33666 [16:14<02:46, 29.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3513/8416 [00:28<00:39, 123.16it/s]
    Epoch 1:  85%|████████▌ | 28763/33666 [16:14<02:46, 29.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3514/8416 [00:28<00:39, 123.16it/s]
    Epoch 1:  85%|████████▌ | 28764/33666 [16:14<02:46, 29.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3515/8416 [00:28<00:39, 123.16it/s]
    Epoch 1:  85%|████████▌ | 28765/33666 [16:14<02:46, 29.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3516/8416 [00:28<00:39, 123.16it/s]
    Epoch 1:  85%|████████▌ | 28766/33666 [16:14<02:45, 29.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3517/8416 [00:28<00:39, 123.16it/s]
    Epoch 1:  85%|████████▌ | 28767/33666 [16:14<02:45, 29.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3518/8416 [00:28<00:39, 123.16it/s]
    Epoch 1:  85%|████████▌ | 28768/33666 [16:14<02:45, 29.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3519/8416 [00:28<00:39, 123.16it/s]
    Epoch 1:  85%|████████▌ | 28769/33666 [16:14<02:45, 29.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3520/8416 [00:28<00:39, 123.16it/s]
    Epoch 1:  85%|████████▌ | 28770/33666 [16:14<02:45, 29.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3521/8416 [00:28<00:39, 123.16it/s]
    Epoch 1:  85%|████████▌ | 28771/33666 [16:14<02:45, 29.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3522/8416 [00:28<00:39, 123.16it/s]
    Epoch 1:  85%|████████▌ | 28772/33666 [16:14<02:45, 29.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3523/8416 [00:28<00:39, 123.16it/s]
    Epoch 1:  85%|████████▌ | 28773/33666 [16:14<02:45, 29.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3524/8416 [00:28<00:39, 123.15it/s]
    Epoch 1:  85%|████████▌ | 28774/33666 [16:14<02:45, 29.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3525/8416 [00:28<00:39, 123.15it/s]
    Epoch 1:  85%|████████▌ | 28775/33666 [16:14<02:45, 29.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3526/8416 [00:28<00:39, 123.15it/s]
    Epoch 1:  85%|████████▌ | 28776/33666 [16:14<02:45, 29.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3527/8416 [00:28<00:39, 123.15it/s]
    Epoch 1:  85%|████████▌ | 28777/33666 [16:14<02:45, 29.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3528/8416 [00:28<00:39, 123.15it/s]
    Epoch 1:  85%|████████▌ | 28778/33666 [16:14<02:45, 29.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3529/8416 [00:28<00:39, 123.15it/s]
    Epoch 1:  85%|████████▌ | 28779/33666 [16:14<02:45, 29.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3530/8416 [00:28<00:39, 123.15it/s]
    Epoch 1:  85%|████████▌ | 28780/33666 [16:14<02:45, 29.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3531/8416 [00:28<00:39, 123.15it/s]
    Epoch 1:  85%|████████▌ | 28781/33666 [16:14<02:45, 29.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3532/8416 [00:28<00:39, 123.15it/s]
    Epoch 1:  85%|████████▌ | 28782/33666 [16:14<02:45, 29.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3533/8416 [00:28<00:39, 123.15it/s]
    Epoch 1:  85%|████████▌ | 28783/33666 [16:14<02:45, 29.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3534/8416 [00:28<00:39, 123.15it/s]
    Epoch 1:  85%|████████▌ | 28784/33666 [16:14<02:45, 29.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3535/8416 [00:28<00:39, 123.15it/s]
    Epoch 1:  86%|████████▌ | 28785/33666 [16:14<02:45, 29.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3536/8416 [00:28<00:39, 123.15it/s]
    Epoch 1:  86%|████████▌ | 28786/33666 [16:14<02:45, 29.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3537/8416 [00:28<00:39, 123.15it/s]
    Epoch 1:  86%|████████▌ | 28787/33666 [16:14<02:45, 29.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3538/8416 [00:28<00:39, 123.15it/s]
    Epoch 1:  86%|████████▌ | 28788/33666 [16:14<02:45, 29.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3539/8416 [00:28<00:39, 123.14it/s]
    Epoch 1:  86%|████████▌ | 28789/33666 [16:14<02:45, 29.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3540/8416 [00:28<00:39, 123.14it/s]
    Epoch 1:  86%|████████▌ | 28790/33666 [16:14<02:45, 29.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3541/8416 [00:28<00:39, 123.14it/s]
    Epoch 1:  86%|████████▌ | 28791/33666 [16:14<02:45, 29.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3542/8416 [00:28<00:39, 123.14it/s]
    Epoch 1:  86%|████████▌ | 28792/33666 [16:14<02:44, 29.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3543/8416 [00:28<00:39, 123.14it/s]
    Epoch 1:  86%|████████▌ | 28793/33666 [16:14<02:44, 29.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3544/8416 [00:28<00:39, 123.14it/s]
    Epoch 1:  86%|████████▌ | 28794/33666 [16:14<02:44, 29.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3545/8416 [00:28<00:39, 123.14it/s]
    Epoch 1:  86%|████████▌ | 28795/33666 [16:14<02:44, 29.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3546/8416 [00:28<00:39, 123.14it/s]
    Epoch 1:  86%|████████▌ | 28796/33666 [16:14<02:44, 29.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3547/8416 [00:28<00:39, 123.14it/s]
    Epoch 1:  86%|████████▌ | 28797/33666 [16:14<02:44, 29.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3548/8416 [00:28<00:39, 123.14it/s]
    Epoch 1:  86%|████████▌ | 28798/33666 [16:14<02:44, 29.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3549/8416 [00:28<00:39, 123.14it/s]
    Epoch 1:  86%|████████▌ | 28799/33666 [16:14<02:44, 29.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3550/8416 [00:28<00:39, 123.14it/s]
    Epoch 1:  86%|████████▌ | 28800/33666 [16:14<02:44, 29.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3551/8416 [00:28<00:39, 123.14it/s]
    Epoch 1:  86%|████████▌ | 28801/33666 [16:14<02:44, 29.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3552/8416 [00:28<00:39, 123.14it/s]
    Epoch 1:  86%|████████▌ | 28802/33666 [16:14<02:44, 29.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3553/8416 [00:28<00:39, 123.14it/s]
    Epoch 1:  86%|████████▌ | 28803/33666 [16:14<02:44, 29.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3554/8416 [00:28<00:39, 123.14it/s]
    Epoch 1:  86%|████████▌ | 28804/33666 [16:14<02:44, 29.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3555/8416 [00:28<00:39, 123.14it/s]
    Epoch 1:  86%|████████▌ | 28805/33666 [16:14<02:44, 29.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3556/8416 [00:28<00:39, 123.14it/s]
    Epoch 1:  86%|████████▌ | 28806/33666 [16:14<02:44, 29.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3557/8416 [00:28<00:39, 123.14it/s]
    Epoch 1:  86%|████████▌ | 28807/33666 [16:14<02:44, 29.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3558/8416 [00:28<00:39, 123.14it/s]
    Epoch 1:  86%|████████▌ | 28808/33666 [16:14<02:44, 29.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3559/8416 [00:28<00:39, 123.13it/s]
    Epoch 1:  86%|████████▌ | 28809/33666 [16:14<02:44, 29.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3560/8416 [00:28<00:39, 123.13it/s]
    Epoch 1:  86%|████████▌ | 28810/33666 [16:14<02:44, 29.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3561/8416 [00:28<00:39, 123.13it/s]
    Epoch 1:  86%|████████▌ | 28811/33666 [16:14<02:44, 29.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3562/8416 [00:28<00:39, 123.13it/s]
    Epoch 1:  86%|████████▌ | 28812/33666 [16:14<02:44, 29.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3563/8416 [00:28<00:39, 123.13it/s]
    Epoch 1:  86%|████████▌ | 28813/33666 [16:14<02:44, 29.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3564/8416 [00:28<00:39, 123.13it/s]
    Epoch 1:  86%|████████▌ | 28814/33666 [16:14<02:44, 29.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3565/8416 [00:28<00:39, 123.13it/s]
    Epoch 1:  86%|████████▌ | 28815/33666 [16:14<02:44, 29.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3566/8416 [00:28<00:39, 123.13it/s]
    Epoch 1:  86%|████████▌ | 28816/33666 [16:14<02:44, 29.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3567/8416 [00:28<00:39, 123.13it/s]
    Epoch 1:  86%|████████▌ | 28817/33666 [16:14<02:44, 29.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3568/8416 [00:28<00:39, 123.13it/s]
    Epoch 1:  86%|████████▌ | 28818/33666 [16:14<02:43, 29.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3569/8416 [00:28<00:39, 123.13it/s]
    Epoch 1:  86%|████████▌ | 28819/33666 [16:14<02:43, 29.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3570/8416 [00:28<00:39, 123.13it/s]
    Epoch 1:  86%|████████▌ | 28820/33666 [16:14<02:43, 29.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3571/8416 [00:29<00:39, 123.13it/s]
    Epoch 1:  86%|████████▌ | 28821/33666 [16:14<02:43, 29.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3572/8416 [00:29<00:39, 123.13it/s]
    Epoch 1:  86%|████████▌ | 28822/33666 [16:14<02:43, 29.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3573/8416 [00:29<00:39, 123.13it/s]
    Epoch 1:  86%|████████▌ | 28823/33666 [16:14<02:43, 29.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3574/8416 [00:29<00:39, 123.13it/s]
    Epoch 1:  86%|████████▌ | 28824/33666 [16:14<02:43, 29.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3575/8416 [00:29<00:39, 123.13it/s]
    Epoch 1:  86%|████████▌ | 28825/33666 [16:14<02:43, 29.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3576/8416 [00:29<00:39, 123.13it/s]
    Epoch 1:  86%|████████▌ | 28826/33666 [16:14<02:43, 29.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3577/8416 [00:29<00:39, 123.13it/s]
    Epoch 1:  86%|████████▌ | 28827/33666 [16:14<02:43, 29.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3578/8416 [00:29<00:39, 123.13it/s]
    Epoch 1:  86%|████████▌ | 28828/33666 [16:14<02:43, 29.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3579/8416 [00:29<00:39, 123.13it/s]
    Epoch 1:  86%|████████▌ | 28829/33666 [16:14<02:43, 29.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3580/8416 [00:29<00:39, 123.13it/s]
    Epoch 1:  86%|████████▌ | 28830/33666 [16:14<02:43, 29.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3581/8416 [00:29<00:39, 123.13it/s]
    Epoch 1:  86%|████████▌ | 28831/33666 [16:14<02:43, 29.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3582/8416 [00:29<00:39, 123.11it/s]
    Epoch 1:  86%|████████▌ | 28832/33666 [16:14<02:43, 29.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3583/8416 [00:29<00:39, 123.11it/s]
    Epoch 1:  86%|████████▌ | 28833/33666 [16:14<02:43, 29.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3584/8416 [00:29<00:39, 123.11it/s]
    Epoch 1:  86%|████████▌ | 28834/33666 [16:14<02:43, 29.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3585/8416 [00:29<00:39, 123.11it/s]
    Epoch 1:  86%|████████▌ | 28835/33666 [16:14<02:43, 29.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3586/8416 [00:29<00:39, 123.11it/s]
    Epoch 1:  86%|████████▌ | 28836/33666 [16:14<02:43, 29.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3587/8416 [00:29<00:39, 123.11it/s]
    Epoch 1:  86%|████████▌ | 28837/33666 [16:14<02:43, 29.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3588/8416 [00:29<00:39, 123.11it/s]
    Epoch 1:  86%|████████▌ | 28838/33666 [16:14<02:43, 29.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3589/8416 [00:29<00:39, 123.11it/s]
    Epoch 1:  86%|████████▌ | 28839/33666 [16:14<02:43, 29.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3590/8416 [00:29<00:39, 123.11it/s]
    Epoch 1:  86%|████████▌ | 28840/33666 [16:14<02:43, 29.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3591/8416 [00:29<00:39, 123.11it/s]
    Epoch 1:  86%|████████▌ | 28841/33666 [16:15<02:43, 29.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3592/8416 [00:29<00:39, 123.11it/s]
    Epoch 1:  86%|████████▌ | 28842/33666 [16:15<02:43, 29.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3593/8416 [00:29<00:39, 123.12it/s]
    Epoch 1:  86%|████████▌ | 28843/33666 [16:15<02:43, 29.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3594/8416 [00:29<00:39, 123.12it/s]
    Epoch 1:  86%|████████▌ | 28844/33666 [16:15<02:43, 29.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3595/8416 [00:29<00:39, 123.12it/s]
    Epoch 1:  86%|████████▌ | 28845/33666 [16:15<02:42, 29.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3596/8416 [00:29<00:39, 123.12it/s]
    Epoch 1:  86%|████████▌ | 28846/33666 [16:15<02:42, 29.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3597/8416 [00:29<00:39, 123.12it/s]
    Epoch 1:  86%|████████▌ | 28847/33666 [16:15<02:42, 29.59it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3598/8416 [00:29<00:39, 123.12it/s]
    Epoch 1:  86%|████████▌ | 28848/33666 [16:15<02:42, 29.59it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3599/8416 [00:29<00:39, 123.12it/s]
    Epoch 1:  86%|████████▌ | 28849/33666 [16:15<02:42, 29.59it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3600/8416 [00:29<00:39, 123.13it/s]
    Epoch 1:  86%|████████▌ | 28850/33666 [16:15<02:42, 29.59it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3601/8416 [00:29<00:39, 123.13it/s]
    Epoch 1:  86%|████████▌ | 28851/33666 [16:15<02:42, 29.59it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3602/8416 [00:29<00:39, 123.13it/s]
    Epoch 1:  86%|████████▌ | 28852/33666 [16:15<02:42, 29.59it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3603/8416 [00:29<00:39, 123.13it/s]
    Epoch 1:  86%|████████▌ | 28853/33666 [16:15<02:42, 29.59it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3604/8416 [00:29<00:39, 123.13it/s]
    Epoch 1:  86%|████████▌ | 28854/33666 [16:15<02:42, 29.59it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3605/8416 [00:29<00:39, 123.13it/s]
    Epoch 1:  86%|████████▌ | 28855/33666 [16:15<02:42, 29.59it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3606/8416 [00:29<00:39, 123.13it/s]
    Epoch 1:  86%|████████▌ | 28856/33666 [16:15<02:42, 29.59it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3607/8416 [00:29<00:39, 123.14it/s]
    Epoch 1:  86%|████████▌ | 28857/33666 [16:15<02:42, 29.59it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3608/8416 [00:29<00:39, 123.14it/s]
    Epoch 1:  86%|████████▌ | 28858/33666 [16:15<02:42, 29.59it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3609/8416 [00:29<00:39, 123.11it/s]
    Epoch 1:  86%|████████▌ | 28859/33666 [16:15<02:42, 29.59it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3610/8416 [00:29<00:39, 123.11it/s]
    Epoch 1:  86%|████████▌ | 28860/33666 [16:15<02:42, 29.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3611/8416 [00:29<00:39, 123.11it/s]
    Epoch 1:  86%|████████▌ | 28861/33666 [16:15<02:42, 29.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3612/8416 [00:29<00:39, 123.11it/s]
    Epoch 1:  86%|████████▌ | 28862/33666 [16:15<02:42, 29.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3613/8416 [00:29<00:39, 123.11it/s]
    Epoch 1:  86%|████████▌ | 28863/33666 [16:15<02:42, 29.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3614/8416 [00:29<00:39, 123.11it/s]
    Epoch 1:  86%|████████▌ | 28864/33666 [16:15<02:42, 29.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3615/8416 [00:29<00:38, 123.11it/s]
    Epoch 1:  86%|████████▌ | 28865/33666 [16:15<02:42, 29.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3616/8416 [00:29<00:38, 123.11it/s]
    Epoch 1:  86%|████████▌ | 28866/33666 [16:15<02:42, 29.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3617/8416 [00:29<00:38, 123.11it/s]
    Epoch 1:  86%|████████▌ | 28867/33666 [16:15<02:42, 29.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3618/8416 [00:29<00:38, 123.11it/s]
    Epoch 1:  86%|████████▌ | 28868/33666 [16:15<02:42, 29.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3619/8416 [00:29<00:38, 123.11it/s]
    Epoch 1:  86%|████████▌ | 28869/33666 [16:15<02:42, 29.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3620/8416 [00:29<00:38, 123.11it/s]
    Epoch 1:  86%|████████▌ | 28870/33666 [16:15<02:42, 29.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3621/8416 [00:29<00:38, 123.11it/s]
    Epoch 1:  86%|████████▌ | 28871/33666 [16:15<02:41, 29.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3622/8416 [00:29<00:38, 123.11it/s]
    Epoch 1:  86%|████████▌ | 28872/33666 [16:15<02:41, 29.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3623/8416 [00:29<00:38, 123.11it/s]
    Epoch 1:  86%|████████▌ | 28873/33666 [16:15<02:41, 29.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3624/8416 [00:29<00:38, 123.11it/s]
    Epoch 1:  86%|████████▌ | 28874/33666 [16:15<02:41, 29.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3625/8416 [00:29<00:38, 123.12it/s]
    Epoch 1:  86%|████████▌ | 28875/33666 [16:15<02:41, 29.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3626/8416 [00:29<00:38, 123.12it/s]
    Epoch 1:  86%|████████▌ | 28876/33666 [16:15<02:41, 29.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3627/8416 [00:29<00:38, 123.12it/s]
    Epoch 1:  86%|████████▌ | 28877/33666 [16:15<02:41, 29.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3628/8416 [00:29<00:38, 123.12it/s]
    Epoch 1:  86%|████████▌ | 28878/33666 [16:15<02:41, 29.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3629/8416 [00:29<00:38, 123.12it/s]
    Epoch 1:  86%|████████▌ | 28879/33666 [16:15<02:41, 29.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3630/8416 [00:29<00:38, 123.12it/s]
    Epoch 1:  86%|████████▌ | 28880/33666 [16:15<02:41, 29.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3631/8416 [00:29<00:38, 123.12it/s]
    Epoch 1:  86%|████████▌ | 28881/33666 [16:15<02:41, 29.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3632/8416 [00:29<00:38, 123.12it/s]
    Epoch 1:  86%|████████▌ | 28882/33666 [16:15<02:41, 29.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3633/8416 [00:29<00:38, 123.12it/s]
    Epoch 1:  86%|████████▌ | 28883/33666 [16:15<02:41, 29.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3634/8416 [00:29<00:38, 123.12it/s]
    Epoch 1:  86%|████████▌ | 28884/33666 [16:15<02:41, 29.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3635/8416 [00:29<00:38, 123.12it/s]
    Epoch 1:  86%|████████▌ | 28885/33666 [16:15<02:41, 29.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3636/8416 [00:29<00:38, 123.12it/s]
    Epoch 1:  86%|████████▌ | 28886/33666 [16:15<02:41, 29.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3637/8416 [00:29<00:38, 123.12it/s]
    Epoch 1:  86%|████████▌ | 28887/33666 [16:15<02:41, 29.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3638/8416 [00:29<00:38, 123.12it/s]
    Epoch 1:  86%|████████▌ | 28888/33666 [16:15<02:41, 29.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3639/8416 [00:29<00:38, 123.12it/s]
    Epoch 1:  86%|████████▌ | 28889/33666 [16:15<02:41, 29.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3640/8416 [00:29<00:38, 123.12it/s]
    Epoch 1:  86%|████████▌ | 28890/33666 [16:15<02:41, 29.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3641/8416 [00:29<00:38, 123.12it/s]
    Epoch 1:  86%|████████▌ | 28891/33666 [16:15<02:41, 29.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3642/8416 [00:29<00:38, 123.12it/s]
    Epoch 1:  86%|████████▌ | 28892/33666 [16:15<02:41, 29.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3643/8416 [00:29<00:38, 123.12it/s]
    Epoch 1:  86%|████████▌ | 28893/33666 [16:15<02:41, 29.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3644/8416 [00:29<00:38, 123.12it/s]
    Epoch 1:  86%|████████▌ | 28894/33666 [16:15<02:41, 29.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3645/8416 [00:29<00:38, 123.12it/s]
    Epoch 1:  86%|████████▌ | 28895/33666 [16:15<02:41, 29.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3646/8416 [00:29<00:38, 123.12it/s]
    Epoch 1:  86%|████████▌ | 28896/33666 [16:15<02:41, 29.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3647/8416 [00:29<00:38, 123.12it/s]
    Epoch 1:  86%|████████▌ | 28897/33666 [16:15<02:40, 29.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3648/8416 [00:29<00:38, 123.12it/s]
    Epoch 1:  86%|████████▌ | 28898/33666 [16:15<02:40, 29.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3649/8416 [00:29<00:38, 123.12it/s]
    Epoch 1:  86%|████████▌ | 28899/33666 [16:15<02:40, 29.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3650/8416 [00:29<00:38, 123.09it/s]
    Epoch 1:  86%|████████▌ | 28900/33666 [16:15<02:40, 29.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3651/8416 [00:29<00:38, 123.09it/s]
    Epoch 1:  86%|████████▌ | 28901/33666 [16:15<02:40, 29.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3652/8416 [00:29<00:38, 123.09it/s]
    Epoch 1:  86%|████████▌ | 28902/33666 [16:15<02:40, 29.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3653/8416 [00:29<00:38, 123.09it/s]
    Epoch 1:  86%|████████▌ | 28903/33666 [16:15<02:40, 29.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3654/8416 [00:29<00:38, 123.09it/s]
    Epoch 1:  86%|████████▌ | 28904/33666 [16:15<02:40, 29.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3655/8416 [00:29<00:38, 123.09it/s]
    Epoch 1:  86%|████████▌ | 28905/33666 [16:15<02:40, 29.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3656/8416 [00:29<00:38, 123.09it/s]
    Epoch 1:  86%|████████▌ | 28906/33666 [16:15<02:40, 29.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3657/8416 [00:29<00:38, 123.09it/s]
    Epoch 1:  86%|████████▌ | 28907/33666 [16:15<02:40, 29.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3658/8416 [00:29<00:38, 123.08it/s]
    Epoch 1:  86%|████████▌ | 28908/33666 [16:15<02:40, 29.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3659/8416 [00:29<00:38, 123.08it/s]
    Epoch 1:  86%|████████▌ | 28909/33666 [16:15<02:40, 29.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3660/8416 [00:29<00:38, 123.08it/s]
    Epoch 1:  86%|████████▌ | 28910/33666 [16:15<02:40, 29.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3661/8416 [00:29<00:38, 123.08it/s]
    Epoch 1:  86%|████████▌ | 28911/33666 [16:15<02:40, 29.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3662/8416 [00:29<00:38, 123.08it/s]
    Epoch 1:  86%|████████▌ | 28912/33666 [16:15<02:40, 29.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3663/8416 [00:29<00:38, 123.08it/s]
    Epoch 1:  86%|████████▌ | 28913/33666 [16:15<02:40, 29.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3664/8416 [00:29<00:38, 123.07it/s]
    Epoch 1:  86%|████████▌ | 28914/33666 [16:15<02:40, 29.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3665/8416 [00:29<00:38, 123.07it/s]
    Epoch 1:  86%|████████▌ | 28915/33666 [16:15<02:40, 29.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3666/8416 [00:29<00:38, 123.07it/s]
    Epoch 1:  86%|████████▌ | 28916/33666 [16:15<02:40, 29.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3667/8416 [00:29<00:38, 123.07it/s]
    Epoch 1:  86%|████████▌ | 28917/33666 [16:15<02:40, 29.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3668/8416 [00:29<00:38, 123.07it/s]
    Epoch 1:  86%|████████▌ | 28918/33666 [16:15<02:40, 29.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3669/8416 [00:29<00:38, 123.07it/s]
    Epoch 1:  86%|████████▌ | 28919/33666 [16:15<02:40, 29.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3670/8416 [00:29<00:38, 123.07it/s]
    Epoch 1:  86%|████████▌ | 28920/33666 [16:15<02:40, 29.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3671/8416 [00:29<00:38, 123.07it/s]
    Epoch 1:  86%|████████▌ | 28921/33666 [16:15<02:40, 29.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3672/8416 [00:29<00:38, 123.07it/s]
    Epoch 1:  86%|████████▌ | 28922/33666 [16:15<02:40, 29.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3673/8416 [00:29<00:38, 123.05it/s]
    Epoch 1:  86%|████████▌ | 28923/33666 [16:15<02:40, 29.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3674/8416 [00:29<00:38, 123.05it/s]
    Epoch 1:  86%|████████▌ | 28924/33666 [16:15<02:39, 29.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3675/8416 [00:29<00:38, 123.05it/s]
    Epoch 1:  86%|████████▌ | 28925/33666 [16:15<02:39, 29.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3676/8416 [00:29<00:38, 123.05it/s]
    Epoch 1:  86%|████████▌ | 28926/33666 [16:15<02:39, 29.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3677/8416 [00:29<00:38, 123.05it/s]
    Epoch 1:  86%|████████▌ | 28927/33666 [16:15<02:39, 29.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3678/8416 [00:29<00:38, 123.03it/s]
    Epoch 1:  86%|████████▌ | 28928/33666 [16:15<02:39, 29.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3679/8416 [00:29<00:38, 123.02it/s]
    Epoch 1:  86%|████████▌ | 28929/33666 [16:15<02:39, 29.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3680/8416 [00:29<00:38, 123.03it/s]
    Epoch 1:  86%|████████▌ | 28930/33666 [16:15<02:39, 29.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3681/8416 [00:29<00:38, 123.03it/s]
    Epoch 1:  86%|████████▌ | 28931/33666 [16:15<02:39, 29.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3682/8416 [00:29<00:38, 123.03it/s]
    Epoch 1:  86%|████████▌ | 28932/33666 [16:15<02:39, 29.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3683/8416 [00:29<00:38, 123.03it/s]
    Epoch 1:  86%|████████▌ | 28933/33666 [16:15<02:39, 29.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3684/8416 [00:29<00:38, 123.03it/s]
    Epoch 1:  86%|████████▌ | 28934/33666 [16:15<02:39, 29.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3685/8416 [00:29<00:38, 123.03it/s]
    Epoch 1:  86%|████████▌ | 28935/33666 [16:15<02:39, 29.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3686/8416 [00:29<00:38, 123.03it/s]
    Epoch 1:  86%|████████▌ | 28936/33666 [16:15<02:39, 29.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3687/8416 [00:29<00:38, 123.03it/s]
    Epoch 1:  86%|████████▌ | 28937/33666 [16:15<02:39, 29.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3688/8416 [00:29<00:38, 123.03it/s]
    Epoch 1:  86%|████████▌ | 28938/33666 [16:15<02:39, 29.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3689/8416 [00:29<00:38, 123.04it/s]
    Epoch 1:  86%|████████▌ | 28939/33666 [16:15<02:39, 29.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3690/8416 [00:29<00:38, 123.04it/s]
    Epoch 1:  86%|████████▌ | 28940/33666 [16:15<02:39, 29.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3691/8416 [00:29<00:38, 123.04it/s]
    Epoch 1:  86%|████████▌ | 28941/33666 [16:15<02:39, 29.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3692/8416 [00:30<00:38, 123.04it/s]
    Epoch 1:  86%|████████▌ | 28942/33666 [16:15<02:39, 29.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3693/8416 [00:30<00:38, 123.04it/s]
    Epoch 1:  86%|████████▌ | 28943/33666 [16:15<02:39, 29.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3694/8416 [00:30<00:38, 123.04it/s]
    Epoch 1:  86%|████████▌ | 28944/33666 [16:15<02:39, 29.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3695/8416 [00:30<00:38, 123.04it/s]
    Epoch 1:  86%|████████▌ | 28945/33666 [16:15<02:39, 29.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3696/8416 [00:30<00:38, 123.04it/s]
    Epoch 1:  86%|████████▌ | 28946/33666 [16:15<02:39, 29.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3697/8416 [00:30<00:38, 123.04it/s]
    Epoch 1:  86%|████████▌ | 28947/33666 [16:15<02:39, 29.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3698/8416 [00:30<00:38, 123.05it/s]
    Epoch 1:  86%|████████▌ | 28948/33666 [16:15<02:39, 29.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3699/8416 [00:30<00:38, 123.05it/s]
    Epoch 1:  86%|████████▌ | 28949/33666 [16:15<02:39, 29.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3700/8416 [00:30<00:38, 123.05it/s]
    Epoch 1:  86%|████████▌ | 28950/33666 [16:15<02:38, 29.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3701/8416 [00:30<00:38, 123.04it/s]
    Epoch 1:  86%|████████▌ | 28951/33666 [16:15<02:38, 29.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3702/8416 [00:30<00:38, 123.04it/s]
    Epoch 1:  86%|████████▌ | 28952/33666 [16:15<02:38, 29.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3703/8416 [00:30<00:38, 123.04it/s]
    Epoch 1:  86%|████████▌ | 28953/33666 [16:15<02:38, 29.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3704/8416 [00:30<00:38, 123.04it/s]
    Epoch 1:  86%|████████▌ | 28954/33666 [16:15<02:38, 29.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3705/8416 [00:30<00:38, 123.04it/s]
    Epoch 1:  86%|████████▌ | 28955/33666 [16:15<02:38, 29.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3706/8416 [00:30<00:38, 123.04it/s]
    Epoch 1:  86%|████████▌ | 28956/33666 [16:15<02:38, 29.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3707/8416 [00:30<00:38, 123.04it/s]
    Epoch 1:  86%|████████▌ | 28957/33666 [16:15<02:38, 29.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3708/8416 [00:30<00:38, 123.04it/s]
    Epoch 1:  86%|████████▌ | 28958/33666 [16:15<02:38, 29.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3709/8416 [00:30<00:38, 123.04it/s]
    Epoch 1:  86%|████████▌ | 28959/33666 [16:15<02:38, 29.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3710/8416 [00:30<00:38, 123.04it/s]
    Epoch 1:  86%|████████▌ | 28960/33666 [16:15<02:38, 29.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3711/8416 [00:30<00:38, 123.05it/s]
    Epoch 1:  86%|████████▌ | 28961/33666 [16:15<02:38, 29.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3712/8416 [00:30<00:38, 123.05it/s]
    Epoch 1:  86%|████████▌ | 28962/33666 [16:16<02:38, 29.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3713/8416 [00:30<00:38, 123.05it/s]
    Epoch 1:  86%|████████▌ | 28963/33666 [16:16<02:38, 29.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3714/8416 [00:30<00:38, 123.04it/s]
    Epoch 1:  86%|████████▌ | 28964/33666 [16:16<02:38, 29.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3715/8416 [00:30<00:38, 123.04it/s]
    Epoch 1:  86%|████████▌ | 28965/33666 [16:16<02:38, 29.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3716/8416 [00:30<00:38, 123.04it/s]
    Epoch 1:  86%|████████▌ | 28966/33666 [16:16<02:38, 29.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3717/8416 [00:30<00:38, 123.04it/s]
    Epoch 1:  86%|████████▌ | 28967/33666 [16:16<02:38, 29.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3718/8416 [00:30<00:38, 123.04it/s]
    Epoch 1:  86%|████████▌ | 28968/33666 [16:16<02:38, 29.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3719/8416 [00:30<00:38, 123.03it/s]
    Epoch 1:  86%|████████▌ | 28969/33666 [16:16<02:38, 29.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3720/8416 [00:30<00:38, 123.03it/s]
    Epoch 1:  86%|████████▌ | 28970/33666 [16:16<02:38, 29.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3721/8416 [00:30<00:38, 123.03it/s]
    Epoch 1:  86%|████████▌ | 28971/33666 [16:16<02:38, 29.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3722/8416 [00:30<00:38, 123.03it/s]
    Epoch 1:  86%|████████▌ | 28972/33666 [16:16<02:38, 29.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3723/8416 [00:30<00:38, 123.04it/s]
    Epoch 1:  86%|████████▌ | 28973/33666 [16:16<02:38, 29.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3724/8416 [00:30<00:38, 123.04it/s]
    Epoch 1:  86%|████████▌ | 28974/33666 [16:16<02:38, 29.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3725/8416 [00:30<00:38, 123.04it/s]
    Epoch 1:  86%|████████▌ | 28975/33666 [16:16<02:38, 29.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3726/8416 [00:30<00:38, 123.04it/s]
    Epoch 1:  86%|████████▌ | 28976/33666 [16:16<02:37, 29.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3727/8416 [00:30<00:38, 123.04it/s]
    Epoch 1:  86%|████████▌ | 28977/33666 [16:16<02:37, 29.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3728/8416 [00:30<00:38, 123.04it/s]
    Epoch 1:  86%|████████▌ | 28978/33666 [16:16<02:37, 29.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3729/8416 [00:30<00:38, 123.04it/s]
    Epoch 1:  86%|████████▌ | 28979/33666 [16:16<02:37, 29.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3730/8416 [00:30<00:38, 123.04it/s]
    Epoch 1:  86%|████████▌ | 28980/33666 [16:16<02:37, 29.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3731/8416 [00:30<00:38, 123.04it/s]
    Epoch 1:  86%|████████▌ | 28981/33666 [16:16<02:37, 29.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3732/8416 [00:30<00:38, 123.05it/s]
    Epoch 1:  86%|████████▌ | 28982/33666 [16:16<02:37, 29.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3733/8416 [00:30<00:38, 123.05it/s]
    Epoch 1:  86%|████████▌ | 28983/33666 [16:16<02:37, 29.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3734/8416 [00:30<00:38, 123.05it/s]
    Epoch 1:  86%|████████▌ | 28984/33666 [16:16<02:37, 29.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3735/8416 [00:30<00:38, 123.05it/s]
    Epoch 1:  86%|████████▌ | 28985/33666 [16:16<02:37, 29.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3736/8416 [00:30<00:38, 123.05it/s]
    Epoch 1:  86%|████████▌ | 28986/33666 [16:16<02:37, 29.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3737/8416 [00:30<00:38, 123.05it/s]
    Epoch 1:  86%|████████▌ | 28987/33666 [16:16<02:37, 29.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3738/8416 [00:30<00:38, 123.05it/s]
    Epoch 1:  86%|████████▌ | 28988/33666 [16:16<02:37, 29.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3739/8416 [00:30<00:38, 123.05it/s]
    Epoch 1:  86%|████████▌ | 28989/33666 [16:16<02:37, 29.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3740/8416 [00:30<00:37, 123.06it/s]
    Epoch 1:  86%|████████▌ | 28990/33666 [16:16<02:37, 29.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3741/8416 [00:30<00:37, 123.06it/s]
    Epoch 1:  86%|████████▌ | 28991/33666 [16:16<02:37, 29.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3742/8416 [00:30<00:37, 123.06it/s]
    Epoch 1:  86%|████████▌ | 28992/33666 [16:16<02:37, 29.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3743/8416 [00:30<00:37, 123.06it/s]
    Epoch 1:  86%|████████▌ | 28993/33666 [16:16<02:37, 29.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3744/8416 [00:30<00:37, 123.06it/s]
    Epoch 1:  86%|████████▌ | 28994/33666 [16:16<02:37, 29.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3745/8416 [00:30<00:37, 123.06it/s]
    Epoch 1:  86%|████████▌ | 28995/33666 [16:16<02:37, 29.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3746/8416 [00:30<00:37, 123.06it/s]
    Epoch 1:  86%|████████▌ | 28996/33666 [16:16<02:37, 29.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3747/8416 [00:30<00:37, 123.06it/s]
    Epoch 1:  86%|████████▌ | 28997/33666 [16:16<02:37, 29.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3748/8416 [00:30<00:37, 123.06it/s]
    Epoch 1:  86%|████████▌ | 28998/33666 [16:16<02:37, 29.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3749/8416 [00:30<00:37, 123.06it/s]
    Epoch 1:  86%|████████▌ | 28999/33666 [16:16<02:37, 29.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3750/8416 [00:30<00:37, 123.07it/s]
    Epoch 1:  86%|████████▌ | 29000/33666 [16:16<02:37, 29.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3751/8416 [00:30<00:37, 123.07it/s]
    Epoch 1:  86%|████████▌ | 29001/33666 [16:16<02:37, 29.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3752/8416 [00:30<00:37, 123.07it/s]
    Epoch 1:  86%|████████▌ | 29002/33666 [16:16<02:37, 29.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3753/8416 [00:30<00:37, 123.07it/s]
    Epoch 1:  86%|████████▌ | 29003/33666 [16:16<02:36, 29.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3754/8416 [00:30<00:37, 123.07it/s]
    Epoch 1:  86%|████████▌ | 29004/33666 [16:16<02:36, 29.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3755/8416 [00:30<00:37, 123.07it/s]
    Epoch 1:  86%|████████▌ | 29005/33666 [16:16<02:36, 29.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3756/8416 [00:30<00:37, 123.07it/s]
    Epoch 1:  86%|████████▌ | 29006/33666 [16:16<02:36, 29.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3757/8416 [00:30<00:37, 123.07it/s]
    Epoch 1:  86%|████████▌ | 29007/33666 [16:16<02:36, 29.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3758/8416 [00:30<00:37, 123.05it/s]
    Epoch 1:  86%|████████▌ | 29008/33666 [16:16<02:36, 29.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3759/8416 [00:30<00:37, 123.05it/s]
    Epoch 1:  86%|████████▌ | 29009/33666 [16:16<02:36, 29.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3760/8416 [00:30<00:37, 123.05it/s]
    Epoch 1:  86%|████████▌ | 29010/33666 [16:16<02:36, 29.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3761/8416 [00:30<00:37, 123.05it/s]
    Epoch 1:  86%|████████▌ | 29011/33666 [16:16<02:36, 29.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3762/8416 [00:30<00:37, 123.06it/s]
    Epoch 1:  86%|████████▌ | 29012/33666 [16:16<02:36, 29.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3763/8416 [00:30<00:37, 123.04it/s]
    Epoch 1:  86%|████████▌ | 29013/33666 [16:16<02:36, 29.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3764/8416 [00:30<00:37, 123.04it/s]
    Epoch 1:  86%|████████▌ | 29014/33666 [16:16<02:36, 29.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3765/8416 [00:30<00:37, 123.04it/s]
    Epoch 1:  86%|████████▌ | 29015/33666 [16:16<02:36, 29.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3766/8416 [00:30<00:37, 123.04it/s]
    Epoch 1:  86%|████████▌ | 29016/33666 [16:16<02:36, 29.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3767/8416 [00:30<00:37, 123.04it/s]
    Epoch 1:  86%|████████▌ | 29017/33666 [16:16<02:36, 29.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3768/8416 [00:30<00:37, 123.04it/s]
    Epoch 1:  86%|████████▌ | 29018/33666 [16:16<02:36, 29.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3769/8416 [00:30<00:37, 123.04it/s]
    Epoch 1:  86%|████████▌ | 29019/33666 [16:16<02:36, 29.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3770/8416 [00:30<00:37, 123.05it/s]
    Epoch 1:  86%|████████▌ | 29020/33666 [16:16<02:36, 29.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3771/8416 [00:30<00:37, 123.05it/s]
    Epoch 1:  86%|████████▌ | 29021/33666 [16:16<02:36, 29.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3772/8416 [00:30<00:37, 123.05it/s]
    Epoch 1:  86%|████████▌ | 29022/33666 [16:16<02:36, 29.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3773/8416 [00:30<00:37, 123.05it/s]
    Epoch 1:  86%|████████▌ | 29023/33666 [16:16<02:36, 29.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3774/8416 [00:30<00:37, 123.05it/s]
    Epoch 1:  86%|████████▌ | 29024/33666 [16:16<02:36, 29.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3775/8416 [00:30<00:37, 123.05it/s]
    Epoch 1:  86%|████████▌ | 29025/33666 [16:16<02:36, 29.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3776/8416 [00:30<00:37, 123.05it/s]
    Epoch 1:  86%|████████▌ | 29026/33666 [16:16<02:36, 29.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3777/8416 [00:30<00:37, 123.05it/s]
    Epoch 1:  86%|████████▌ | 29027/33666 [16:16<02:36, 29.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3778/8416 [00:30<00:37, 123.06it/s]
    Epoch 1:  86%|████████▌ | 29028/33666 [16:16<02:36, 29.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3779/8416 [00:30<00:37, 123.06it/s]
    Epoch 1:  86%|████████▌ | 29029/33666 [16:16<02:35, 29.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3780/8416 [00:30<00:37, 123.05it/s]
    Epoch 1:  86%|████████▌ | 29030/33666 [16:16<02:35, 29.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3781/8416 [00:30<00:37, 123.06it/s]
    Epoch 1:  86%|████████▌ | 29031/33666 [16:16<02:35, 29.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3782/8416 [00:30<00:37, 123.06it/s]
    Epoch 1:  86%|████████▌ | 29032/33666 [16:16<02:35, 29.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3783/8416 [00:30<00:37, 123.06it/s]
    Epoch 1:  86%|████████▌ | 29033/33666 [16:16<02:35, 29.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3784/8416 [00:30<00:37, 123.06it/s]
    Epoch 1:  86%|████████▌ | 29034/33666 [16:16<02:35, 29.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3785/8416 [00:30<00:37, 123.06it/s]
    Epoch 1:  86%|████████▌ | 29035/33666 [16:16<02:35, 29.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3786/8416 [00:30<00:37, 123.06it/s]
    Epoch 1:  86%|████████▌ | 29036/33666 [16:16<02:35, 29.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3787/8416 [00:30<00:37, 123.06it/s]
    Epoch 1:  86%|████████▋ | 29037/33666 [16:16<02:35, 29.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3788/8416 [00:30<00:37, 123.04it/s]
    Epoch 1:  86%|████████▋ | 29038/33666 [16:16<02:35, 29.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3789/8416 [00:30<00:37, 123.04it/s]
    Epoch 1:  86%|████████▋ | 29039/33666 [16:16<02:35, 29.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3790/8416 [00:30<00:37, 123.05it/s]
    Epoch 1:  86%|████████▋ | 29040/33666 [16:16<02:35, 29.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3791/8416 [00:30<00:37, 123.05it/s]
    Epoch 1:  86%|████████▋ | 29041/33666 [16:16<02:35, 29.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3792/8416 [00:30<00:37, 123.05it/s]
    Epoch 1:  86%|████████▋ | 29042/33666 [16:16<02:35, 29.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3793/8416 [00:30<00:37, 123.05it/s]
    Epoch 1:  86%|████████▋ | 29043/33666 [16:16<02:35, 29.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3794/8416 [00:30<00:37, 123.05it/s]
    Epoch 1:  86%|████████▋ | 29044/33666 [16:16<02:35, 29.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3795/8416 [00:30<00:37, 123.05it/s]
    Epoch 1:  86%|████████▋ | 29045/33666 [16:16<02:35, 29.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3796/8416 [00:30<00:37, 123.05it/s]
    Epoch 1:  86%|████████▋ | 29046/33666 [16:16<02:35, 29.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3797/8416 [00:30<00:37, 123.05it/s]
    Epoch 1:  86%|████████▋ | 29047/33666 [16:16<02:35, 29.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3798/8416 [00:30<00:37, 123.06it/s]
    Epoch 1:  86%|████████▋ | 29048/33666 [16:16<02:35, 29.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3799/8416 [00:30<00:37, 123.06it/s]
    Epoch 1:  86%|████████▋ | 29049/33666 [16:16<02:35, 29.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3800/8416 [00:30<00:37, 123.06it/s]
    Epoch 1:  86%|████████▋ | 29050/33666 [16:16<02:35, 29.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3801/8416 [00:30<00:37, 123.06it/s]
    Epoch 1:  86%|████████▋ | 29051/33666 [16:16<02:35, 29.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3802/8416 [00:30<00:37, 123.06it/s]
    Epoch 1:  86%|████████▋ | 29052/33666 [16:16<02:35, 29.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3803/8416 [00:30<00:37, 123.06it/s]
    Epoch 1:  86%|████████▋ | 29053/33666 [16:16<02:35, 29.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3804/8416 [00:30<00:37, 123.06it/s]
    Epoch 1:  86%|████████▋ | 29054/33666 [16:16<02:35, 29.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3805/8416 [00:30<00:37, 123.06it/s]
    Epoch 1:  86%|████████▋ | 29055/33666 [16:16<02:35, 29.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3806/8416 [00:30<00:37, 123.07it/s]
    Epoch 1:  86%|████████▋ | 29056/33666 [16:16<02:34, 29.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3807/8416 [00:30<00:37, 123.07it/s]
    Epoch 1:  86%|████████▋ | 29057/33666 [16:16<02:34, 29.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3808/8416 [00:30<00:37, 123.07it/s]
    Epoch 1:  86%|████████▋ | 29058/33666 [16:16<02:34, 29.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3809/8416 [00:30<00:37, 123.07it/s]
    Epoch 1:  86%|████████▋ | 29059/33666 [16:16<02:34, 29.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3810/8416 [00:30<00:37, 123.07it/s]
    Epoch 1:  86%|████████▋ | 29060/33666 [16:16<02:34, 29.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3811/8416 [00:30<00:37, 123.07it/s]
    Epoch 1:  86%|████████▋ | 29061/33666 [16:16<02:34, 29.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3812/8416 [00:30<00:37, 123.07it/s]
    Epoch 1:  86%|████████▋ | 29062/33666 [16:16<02:34, 29.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3813/8416 [00:30<00:37, 123.07it/s]
    Epoch 1:  86%|████████▋ | 29063/33666 [16:16<02:34, 29.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3814/8416 [00:30<00:37, 123.08it/s]
    Epoch 1:  86%|████████▋ | 29064/33666 [16:16<02:34, 29.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3815/8416 [00:30<00:37, 123.08it/s]
    Epoch 1:  86%|████████▋ | 29065/33666 [16:16<02:34, 29.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3816/8416 [00:31<00:37, 123.05it/s]
    Epoch 1:  86%|████████▋ | 29066/33666 [16:16<02:34, 29.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3817/8416 [00:31<00:37, 123.05it/s]
    Epoch 1:  86%|████████▋ | 29067/33666 [16:16<02:34, 29.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3818/8416 [00:31<00:37, 123.05it/s]
    Epoch 1:  86%|████████▋ | 29068/33666 [16:16<02:34, 29.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3819/8416 [00:31<00:37, 123.05it/s]
    Epoch 1:  86%|████████▋ | 29069/33666 [16:16<02:34, 29.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3820/8416 [00:31<00:37, 123.04it/s]
    Epoch 1:  86%|████████▋ | 29070/33666 [16:16<02:34, 29.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3821/8416 [00:31<00:37, 123.04it/s]
    Epoch 1:  86%|████████▋ | 29071/33666 [16:16<02:34, 29.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3822/8416 [00:31<00:37, 123.04it/s]
    Epoch 1:  86%|████████▋ | 29072/33666 [16:16<02:34, 29.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3823/8416 [00:31<00:37, 123.04it/s]
    Epoch 1:  86%|████████▋ | 29073/33666 [16:16<02:34, 29.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3824/8416 [00:31<00:37, 123.02it/s]
    Epoch 1:  86%|████████▋ | 29074/33666 [16:16<02:34, 29.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3825/8416 [00:31<00:37, 123.02it/s]
    Epoch 1:  86%|████████▋ | 29075/33666 [16:16<02:34, 29.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3826/8416 [00:31<00:37, 123.02it/s]
    Epoch 1:  86%|████████▋ | 29076/33666 [16:16<02:34, 29.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3827/8416 [00:31<00:37, 123.01it/s]
    Epoch 1:  86%|████████▋ | 29077/33666 [16:16<02:34, 29.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3828/8416 [00:31<00:37, 123.00it/s]
    Epoch 1:  86%|████████▋ | 29078/33666 [16:16<02:34, 29.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3829/8416 [00:31<00:37, 123.00it/s]
    Epoch 1:  86%|████████▋ | 29079/33666 [16:16<02:34, 29.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3830/8416 [00:31<00:37, 123.00it/s]
    Epoch 1:  86%|████████▋ | 29080/33666 [16:16<02:34, 29.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3831/8416 [00:31<00:37, 123.00it/s]
    Epoch 1:  86%|████████▋ | 29081/33666 [16:16<02:34, 29.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3832/8416 [00:31<00:37, 123.00it/s]
    Epoch 1:  86%|████████▋ | 29082/33666 [16:16<02:33, 29.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3833/8416 [00:31<00:37, 122.99it/s]
    Epoch 1:  86%|████████▋ | 29083/33666 [16:17<02:33, 29.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3834/8416 [00:31<00:37, 122.99it/s]
    Epoch 1:  86%|████████▋ | 29084/33666 [16:17<02:33, 29.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3835/8416 [00:31<00:37, 122.99it/s]
    Epoch 1:  86%|████████▋ | 29085/33666 [16:17<02:33, 29.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3836/8416 [00:31<00:37, 122.98it/s]
    Epoch 1:  86%|████████▋ | 29086/33666 [16:17<02:33, 29.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3837/8416 [00:31<00:37, 122.98it/s]
    Epoch 1:  86%|████████▋ | 29087/33666 [16:17<02:33, 29.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3838/8416 [00:31<00:37, 122.98it/s]
    Epoch 1:  86%|████████▋ | 29088/33666 [16:17<02:33, 29.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3839/8416 [00:31<00:37, 122.98it/s]
    Epoch 1:  86%|████████▋ | 29089/33666 [16:17<02:33, 29.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3840/8416 [00:31<00:37, 122.98it/s]
    Epoch 1:  86%|████████▋ | 29090/33666 [16:17<02:33, 29.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3841/8416 [00:31<00:37, 122.98it/s]
    Epoch 1:  86%|████████▋ | 29091/33666 [16:17<02:33, 29.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3842/8416 [00:31<00:37, 122.98it/s]
    Epoch 1:  86%|████████▋ | 29092/33666 [16:17<02:33, 29.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3843/8416 [00:31<00:37, 122.98it/s]
    Epoch 1:  86%|████████▋ | 29093/33666 [16:17<02:33, 29.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3844/8416 [00:31<00:37, 122.97it/s]
    Epoch 1:  86%|████████▋ | 29094/33666 [16:17<02:33, 29.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3845/8416 [00:31<00:37, 122.97it/s]
    Epoch 1:  86%|████████▋ | 29095/33666 [16:17<02:33, 29.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3846/8416 [00:31<00:37, 122.97it/s]
    Epoch 1:  86%|████████▋ | 29096/33666 [16:17<02:33, 29.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3847/8416 [00:31<00:37, 122.98it/s]
    Epoch 1:  86%|████████▋ | 29097/33666 [16:17<02:33, 29.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3848/8416 [00:31<00:37, 122.98it/s]
    Epoch 1:  86%|████████▋ | 29098/33666 [16:17<02:33, 29.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3849/8416 [00:31<00:37, 122.97it/s]
    Epoch 1:  86%|████████▋ | 29099/33666 [16:17<02:33, 29.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3850/8416 [00:31<00:37, 122.97it/s]
    Epoch 1:  86%|████████▋ | 29100/33666 [16:17<02:33, 29.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3851/8416 [00:31<00:37, 122.97it/s]
    Epoch 1:  86%|████████▋ | 29101/33666 [16:17<02:33, 29.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3852/8416 [00:31<00:37, 122.97it/s]
    Epoch 1:  86%|████████▋ | 29102/33666 [16:17<02:33, 29.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3853/8416 [00:31<00:37, 122.97it/s]
    Epoch 1:  86%|████████▋ | 29103/33666 [16:17<02:33, 29.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3854/8416 [00:31<00:37, 122.97it/s]
    Epoch 1:  86%|████████▋ | 29104/33666 [16:17<02:33, 29.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3855/8416 [00:31<00:37, 122.96it/s]
    Epoch 1:  86%|████████▋ | 29105/33666 [16:17<02:33, 29.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3856/8416 [00:31<00:37, 122.96it/s]
    Epoch 1:  86%|████████▋ | 29106/33666 [16:17<02:33, 29.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3857/8416 [00:31<00:37, 122.96it/s]
    Epoch 1:  86%|████████▋ | 29107/33666 [16:17<02:33, 29.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3858/8416 [00:31<00:37, 122.96it/s]
    Epoch 1:  86%|████████▋ | 29108/33666 [16:17<02:33, 29.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3859/8416 [00:31<00:37, 122.96it/s]
    Epoch 1:  86%|████████▋ | 29109/33666 [16:17<02:32, 29.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3860/8416 [00:31<00:37, 122.95it/s]
    Epoch 1:  86%|████████▋ | 29110/33666 [16:17<02:32, 29.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3861/8416 [00:31<00:37, 122.95it/s]
    Epoch 1:  86%|████████▋ | 29111/33666 [16:17<02:32, 29.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3862/8416 [00:31<00:37, 122.95it/s]
    Epoch 1:  86%|████████▋ | 29112/33666 [16:17<02:32, 29.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3863/8416 [00:31<00:37, 122.95it/s]
    Epoch 1:  86%|████████▋ | 29113/33666 [16:17<02:32, 29.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3864/8416 [00:31<00:37, 122.95it/s]
    Epoch 1:  86%|████████▋ | 29114/33666 [16:17<02:32, 29.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3865/8416 [00:31<00:37, 122.95it/s]
    Epoch 1:  86%|████████▋ | 29115/33666 [16:17<02:32, 29.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3866/8416 [00:31<00:37, 122.95it/s]
    Epoch 1:  86%|████████▋ | 29116/33666 [16:17<02:32, 29.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3867/8416 [00:31<00:37, 122.95it/s]
    Epoch 1:  86%|████████▋ | 29117/33666 [16:17<02:32, 29.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3868/8416 [00:31<00:36, 122.94it/s]
    Epoch 1:  86%|████████▋ | 29118/33666 [16:17<02:32, 29.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3869/8416 [00:31<00:36, 122.94it/s]
    Epoch 1:  86%|████████▋ | 29119/33666 [16:17<02:32, 29.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3870/8416 [00:31<00:36, 122.94it/s]
    Epoch 1:  86%|████████▋ | 29120/33666 [16:17<02:32, 29.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3871/8416 [00:31<00:36, 122.94it/s]
    Epoch 1:  86%|████████▋ | 29121/33666 [16:17<02:32, 29.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3872/8416 [00:31<00:36, 122.94it/s]
    Epoch 1:  87%|████████▋ | 29122/33666 [16:17<02:32, 29.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3873/8416 [00:31<00:36, 122.94it/s]
    Epoch 1:  87%|████████▋ | 29123/33666 [16:17<02:32, 29.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3874/8416 [00:31<00:36, 122.94it/s]
    Epoch 1:  87%|████████▋ | 29124/33666 [16:17<02:32, 29.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3875/8416 [00:31<00:36, 122.94it/s]
    Epoch 1:  87%|████████▋ | 29125/33666 [16:17<02:32, 29.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3876/8416 [00:31<00:36, 122.94it/s]
    Epoch 1:  87%|████████▋ | 29126/33666 [16:17<02:32, 29.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3877/8416 [00:31<00:36, 122.94it/s]
    Epoch 1:  87%|████████▋ | 29127/33666 [16:17<02:32, 29.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3878/8416 [00:31<00:36, 122.94it/s]
    Epoch 1:  87%|████████▋ | 29128/33666 [16:17<02:32, 29.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3879/8416 [00:31<00:36, 122.94it/s]
    Epoch 1:  87%|████████▋ | 29129/33666 [16:17<02:32, 29.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3880/8416 [00:31<00:36, 122.94it/s]
    Epoch 1:  87%|████████▋ | 29130/33666 [16:17<02:32, 29.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3881/8416 [00:31<00:36, 122.93it/s]
    Epoch 1:  87%|████████▋ | 29131/33666 [16:17<02:32, 29.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3882/8416 [00:31<00:36, 122.93it/s]
    Epoch 1:  87%|████████▋ | 29132/33666 [16:17<02:32, 29.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3883/8416 [00:31<00:36, 122.93it/s]
    Epoch 1:  87%|████████▋ | 29133/33666 [16:17<02:32, 29.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3884/8416 [00:31<00:36, 122.92it/s]
    Epoch 1:  87%|████████▋ | 29134/33666 [16:17<02:32, 29.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3885/8416 [00:31<00:36, 122.92it/s]
    Epoch 1:  87%|████████▋ | 29135/33666 [16:17<02:32, 29.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3886/8416 [00:31<00:36, 122.92it/s]
    Epoch 1:  87%|████████▋ | 29136/33666 [16:17<02:31, 29.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3887/8416 [00:31<00:36, 122.92it/s]
    Epoch 1:  87%|████████▋ | 29137/33666 [16:17<02:31, 29.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3888/8416 [00:31<00:36, 122.92it/s]
    Epoch 1:  87%|████████▋ | 29138/33666 [16:17<02:31, 29.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3889/8416 [00:31<00:36, 122.91it/s]
    Epoch 1:  87%|████████▋ | 29139/33666 [16:17<02:31, 29.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3890/8416 [00:31<00:36, 122.91it/s]
    Epoch 1:  87%|████████▋ | 29140/33666 [16:17<02:31, 29.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3891/8416 [00:31<00:36, 122.91it/s]
    Epoch 1:  87%|████████▋ | 29141/33666 [16:17<02:31, 29.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3892/8416 [00:31<00:36, 122.91it/s]
    Epoch 1:  87%|████████▋ | 29142/33666 [16:17<02:31, 29.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3893/8416 [00:31<00:36, 122.91it/s]
    Epoch 1:  87%|████████▋ | 29143/33666 [16:17<02:31, 29.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3894/8416 [00:31<00:36, 122.91it/s]
    Epoch 1:  87%|████████▋ | 29144/33666 [16:17<02:31, 29.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3895/8416 [00:31<00:36, 122.91it/s]
    Epoch 1:  87%|████████▋ | 29145/33666 [16:17<02:31, 29.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3896/8416 [00:31<00:36, 122.91it/s]
    Epoch 1:  87%|████████▋ | 29146/33666 [16:17<02:31, 29.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3897/8416 [00:31<00:36, 122.90it/s]
    Epoch 1:  87%|████████▋ | 29147/33666 [16:17<02:31, 29.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3898/8416 [00:31<00:36, 122.90it/s]
    Epoch 1:  87%|████████▋ | 29148/33666 [16:17<02:31, 29.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3899/8416 [00:31<00:36, 122.90it/s]
    Epoch 1:  87%|████████▋ | 29149/33666 [16:17<02:31, 29.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3900/8416 [00:31<00:36, 122.90it/s]
    Epoch 1:  87%|████████▋ | 29150/33666 [16:17<02:31, 29.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3901/8416 [00:31<00:36, 122.90it/s]
    Epoch 1:  87%|████████▋ | 29151/33666 [16:17<02:31, 29.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3902/8416 [00:31<00:36, 122.90it/s]
    Epoch 1:  87%|████████▋ | 29152/33666 [16:17<02:31, 29.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3903/8416 [00:31<00:36, 122.90it/s]
    Epoch 1:  87%|████████▋ | 29153/33666 [16:17<02:31, 29.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3904/8416 [00:31<00:36, 122.90it/s]
    Epoch 1:  87%|████████▋ | 29154/33666 [16:17<02:31, 29.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3905/8416 [00:31<00:36, 122.90it/s]
    Epoch 1:  87%|████████▋ | 29155/33666 [16:17<02:31, 29.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3906/8416 [00:31<00:36, 122.90it/s]
    Epoch 1:  87%|████████▋ | 29156/33666 [16:17<02:31, 29.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3907/8416 [00:31<00:36, 122.90it/s]
    Epoch 1:  87%|████████▋ | 29157/33666 [16:17<02:31, 29.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3908/8416 [00:31<00:36, 122.89it/s]
    Epoch 1:  87%|████████▋ | 29158/33666 [16:17<02:31, 29.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3909/8416 [00:31<00:36, 122.89it/s]
    Epoch 1:  87%|████████▋ | 29159/33666 [16:17<02:31, 29.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3910/8416 [00:31<00:36, 122.89it/s]
    Epoch 1:  87%|████████▋ | 29160/33666 [16:17<02:31, 29.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3911/8416 [00:31<00:36, 122.89it/s]
    Epoch 1:  87%|████████▋ | 29161/33666 [16:17<02:31, 29.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3912/8416 [00:31<00:36, 122.89it/s]
    Epoch 1:  87%|████████▋ | 29162/33666 [16:17<02:30, 29.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3913/8416 [00:31<00:36, 122.89it/s]
    Epoch 1:  87%|████████▋ | 29163/33666 [16:17<02:30, 29.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3914/8416 [00:31<00:36, 122.89it/s]
    Epoch 1:  87%|████████▋ | 29164/33666 [16:17<02:30, 29.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3915/8416 [00:31<00:36, 122.89it/s]
    Epoch 1:  87%|████████▋ | 29165/33666 [16:17<02:30, 29.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3916/8416 [00:31<00:36, 122.89it/s]
    Epoch 1:  87%|████████▋ | 29166/33666 [16:17<02:30, 29.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3917/8416 [00:31<00:36, 122.89it/s]
    Epoch 1:  87%|████████▋ | 29167/33666 [16:17<02:30, 29.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3918/8416 [00:31<00:36, 122.89it/s]
    Epoch 1:  87%|████████▋ | 29168/33666 [16:17<02:30, 29.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3919/8416 [00:31<00:36, 122.89it/s]
    Epoch 1:  87%|████████▋ | 29169/33666 [16:17<02:30, 29.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3920/8416 [00:31<00:36, 122.89it/s]
    Epoch 1:  87%|████████▋ | 29170/33666 [16:17<02:30, 29.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3921/8416 [00:31<00:36, 122.88it/s]
    Epoch 1:  87%|████████▋ | 29171/33666 [16:17<02:30, 29.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3922/8416 [00:31<00:36, 122.88it/s]
    Epoch 1:  87%|████████▋ | 29172/33666 [16:17<02:30, 29.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3923/8416 [00:31<00:36, 122.88it/s]
    Epoch 1:  87%|████████▋ | 29173/33666 [16:17<02:30, 29.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3924/8416 [00:31<00:36, 122.88it/s]
    Epoch 1:  87%|████████▋ | 29174/33666 [16:17<02:30, 29.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3925/8416 [00:31<00:36, 122.88it/s]
    Epoch 1:  87%|████████▋ | 29175/33666 [16:17<02:30, 29.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3926/8416 [00:31<00:36, 122.88it/s]
    Epoch 1:  87%|████████▋ | 29176/33666 [16:17<02:30, 29.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3927/8416 [00:31<00:36, 122.88it/s]
    Epoch 1:  87%|████████▋ | 29177/33666 [16:17<02:30, 29.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3928/8416 [00:31<00:36, 122.88it/s]
    Epoch 1:  87%|████████▋ | 29178/33666 [16:17<02:30, 29.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3929/8416 [00:31<00:36, 122.88it/s]
    Epoch 1:  87%|████████▋ | 29179/33666 [16:17<02:30, 29.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3930/8416 [00:31<00:36, 122.88it/s]
    Epoch 1:  87%|████████▋ | 29180/33666 [16:17<02:30, 29.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3931/8416 [00:31<00:36, 122.88it/s]
    Epoch 1:  87%|████████▋ | 29181/33666 [16:17<02:30, 29.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3932/8416 [00:31<00:36, 122.88it/s]
    Epoch 1:  87%|████████▋ | 29182/33666 [16:17<02:30, 29.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3933/8416 [00:32<00:36, 122.88it/s]
    Epoch 1:  87%|████████▋ | 29183/33666 [16:17<02:30, 29.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3934/8416 [00:32<00:36, 122.88it/s]
    Epoch 1:  87%|████████▋ | 29184/33666 [16:17<02:30, 29.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3935/8416 [00:32<00:36, 122.88it/s]
    Epoch 1:  87%|████████▋ | 29185/33666 [16:17<02:30, 29.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3936/8416 [00:32<00:36, 122.88it/s]
    Epoch 1:  87%|████████▋ | 29186/33666 [16:17<02:30, 29.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3937/8416 [00:32<00:36, 122.87it/s]
    Epoch 1:  87%|████████▋ | 29187/33666 [16:17<02:30, 29.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3938/8416 [00:32<00:36, 122.87it/s]
    Epoch 1:  87%|████████▋ | 29188/33666 [16:17<02:30, 29.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3939/8416 [00:32<00:36, 122.87it/s]
    Epoch 1:  87%|████████▋ | 29189/33666 [16:17<02:29, 29.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3940/8416 [00:32<00:36, 122.87it/s]
    Epoch 1:  87%|████████▋ | 29190/33666 [16:17<02:29, 29.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3941/8416 [00:32<00:36, 122.87it/s]
    Epoch 1:  87%|████████▋ | 29191/33666 [16:17<02:29, 29.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3942/8416 [00:32<00:36, 122.87it/s]
    Epoch 1:  87%|████████▋ | 29192/33666 [16:17<02:29, 29.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3943/8416 [00:32<00:36, 122.87it/s]
    Epoch 1:  87%|████████▋ | 29193/33666 [16:17<02:29, 29.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3944/8416 [00:32<00:36, 122.87it/s]
    Epoch 1:  87%|████████▋ | 29194/33666 [16:17<02:29, 29.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3945/8416 [00:32<00:36, 122.87it/s]
    Epoch 1:  87%|████████▋ | 29195/33666 [16:17<02:29, 29.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3946/8416 [00:32<00:36, 122.87it/s]
    Epoch 1:  87%|████████▋ | 29196/33666 [16:17<02:29, 29.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3947/8416 [00:32<00:36, 122.87it/s]
    Epoch 1:  87%|████████▋ | 29197/33666 [16:17<02:29, 29.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3948/8416 [00:32<00:36, 122.86it/s]
    Epoch 1:  87%|████████▋ | 29198/33666 [16:17<02:29, 29.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3949/8416 [00:32<00:36, 122.86it/s]
    Epoch 1:  87%|████████▋ | 29199/33666 [16:17<02:29, 29.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3950/8416 [00:32<00:36, 122.86it/s]
    Epoch 1:  87%|████████▋ | 29200/33666 [16:17<02:29, 29.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3951/8416 [00:32<00:36, 122.86it/s]
    Epoch 1:  87%|████████▋ | 29201/33666 [16:17<02:29, 29.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3952/8416 [00:32<00:36, 122.86it/s]
    Epoch 1:  87%|████████▋ | 29202/33666 [16:18<02:29, 29.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3953/8416 [00:32<00:36, 122.86it/s]
    Epoch 1:  87%|████████▋ | 29203/33666 [16:18<02:29, 29.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3954/8416 [00:32<00:36, 122.86it/s]
    Epoch 1:  87%|████████▋ | 29204/33666 [16:18<02:29, 29.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3955/8416 [00:32<00:36, 122.86it/s]
    Epoch 1:  87%|████████▋ | 29205/33666 [16:18<02:29, 29.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3956/8416 [00:32<00:36, 122.86it/s]
    Epoch 1:  87%|████████▋ | 29206/33666 [16:18<02:29, 29.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3957/8416 [00:32<00:36, 122.86it/s]
    Epoch 1:  87%|████████▋ | 29207/33666 [16:18<02:29, 29.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3958/8416 [00:32<00:36, 122.86it/s]
    Epoch 1:  87%|████████▋ | 29208/33666 [16:18<02:29, 29.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3959/8416 [00:32<00:36, 122.86it/s]
    Epoch 1:  87%|████████▋ | 29209/33666 [16:18<02:29, 29.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3960/8416 [00:32<00:36, 122.86it/s]
    Epoch 1:  87%|████████▋ | 29210/33666 [16:18<02:29, 29.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3961/8416 [00:32<00:36, 122.85it/s]
    Epoch 1:  87%|████████▋ | 29211/33666 [16:18<02:29, 29.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3962/8416 [00:32<00:36, 122.85it/s]
    Epoch 1:  87%|████████▋ | 29212/33666 [16:18<02:29, 29.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3963/8416 [00:32<00:36, 122.85it/s]
    Epoch 1:  87%|████████▋ | 29213/33666 [16:18<02:29, 29.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3964/8416 [00:32<00:36, 122.85it/s]
    Epoch 1:  87%|████████▋ | 29214/33666 [16:18<02:29, 29.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3965/8416 [00:32<00:36, 122.85it/s]
    Epoch 1:  87%|████████▋ | 29215/33666 [16:18<02:29, 29.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3966/8416 [00:32<00:36, 122.85it/s]
    Epoch 1:  87%|████████▋ | 29216/33666 [16:18<02:28, 29.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3967/8416 [00:32<00:36, 122.85it/s]
    Epoch 1:  87%|████████▋ | 29217/33666 [16:18<02:28, 29.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3968/8416 [00:32<00:36, 122.85it/s]
    Epoch 1:  87%|████████▋ | 29218/33666 [16:18<02:28, 29.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3969/8416 [00:32<00:36, 122.85it/s]
    Epoch 1:  87%|████████▋ | 29219/33666 [16:18<02:28, 29.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3970/8416 [00:32<00:36, 122.85it/s]
    Epoch 1:  87%|████████▋ | 29220/33666 [16:18<02:28, 29.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3971/8416 [00:32<00:36, 122.85it/s]
    Epoch 1:  87%|████████▋ | 29221/33666 [16:18<02:28, 29.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3972/8416 [00:32<00:36, 122.84it/s]
    Epoch 1:  87%|████████▋ | 29222/33666 [16:18<02:28, 29.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3973/8416 [00:32<00:36, 122.83it/s]
    Epoch 1:  87%|████████▋ | 29223/33666 [16:18<02:28, 29.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3974/8416 [00:32<00:36, 122.81it/s]
    Epoch 1:  87%|████████▋ | 29224/33666 [16:18<02:28, 29.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3975/8416 [00:32<00:36, 122.81it/s]
    Epoch 1:  87%|████████▋ | 29225/33666 [16:18<02:28, 29.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3976/8416 [00:32<00:36, 122.81it/s]
    Epoch 1:  87%|████████▋ | 29226/33666 [16:18<02:28, 29.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3977/8416 [00:32<00:36, 122.81it/s]
    Epoch 1:  87%|████████▋ | 29227/33666 [16:18<02:28, 29.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3978/8416 [00:32<00:36, 122.81it/s]
    Epoch 1:  87%|████████▋ | 29228/33666 [16:18<02:28, 29.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3979/8416 [00:32<00:36, 122.81it/s]
    Epoch 1:  87%|████████▋ | 29229/33666 [16:18<02:28, 29.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3980/8416 [00:32<00:36, 122.82it/s]
    Epoch 1:  87%|████████▋ | 29230/33666 [16:18<02:28, 29.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3981/8416 [00:32<00:36, 122.82it/s]
    Epoch 1:  87%|████████▋ | 29231/33666 [16:18<02:28, 29.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3982/8416 [00:32<00:36, 122.82it/s]
    Epoch 1:  87%|████████▋ | 29232/33666 [16:18<02:28, 29.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3983/8416 [00:32<00:36, 122.82it/s]
    Epoch 1:  87%|████████▋ | 29233/33666 [16:18<02:28, 29.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3984/8416 [00:32<00:36, 122.82it/s]
    Epoch 1:  87%|████████▋ | 29234/33666 [16:18<02:28, 29.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3985/8416 [00:32<00:36, 122.82it/s]
    Epoch 1:  87%|████████▋ | 29235/33666 [16:18<02:28, 29.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3986/8416 [00:32<00:36, 122.82it/s]
    Epoch 1:  87%|████████▋ | 29236/33666 [16:18<02:28, 29.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3987/8416 [00:32<00:36, 122.82it/s]
    Epoch 1:  87%|████████▋ | 29237/33666 [16:18<02:28, 29.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3988/8416 [00:32<00:36, 122.83it/s]
    Epoch 1:  87%|████████▋ | 29238/33666 [16:18<02:28, 29.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3989/8416 [00:32<00:36, 122.83it/s]
    Epoch 1:  87%|████████▋ | 29239/33666 [16:18<02:28, 29.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3990/8416 [00:32<00:36, 122.83it/s]
    Epoch 1:  87%|████████▋ | 29240/33666 [16:18<02:28, 29.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3991/8416 [00:32<00:36, 122.83it/s]
    Epoch 1:  87%|████████▋ | 29241/33666 [16:18<02:28, 29.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3992/8416 [00:32<00:36, 122.83it/s]
    Epoch 1:  87%|████████▋ | 29242/33666 [16:18<02:28, 29.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3993/8416 [00:32<00:36, 122.83it/s]
    Epoch 1:  87%|████████▋ | 29243/33666 [16:18<02:27, 29.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3994/8416 [00:32<00:35, 122.83it/s]
    Epoch 1:  87%|████████▋ | 29244/33666 [16:18<02:27, 29.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3995/8416 [00:32<00:35, 122.83it/s]
    Epoch 1:  87%|████████▋ | 29245/33666 [16:18<02:27, 29.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3996/8416 [00:32<00:35, 122.84it/s]
    Epoch 1:  87%|████████▋ | 29246/33666 [16:18<02:27, 29.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3997/8416 [00:32<00:35, 122.84it/s]
    Epoch 1:  87%|████████▋ | 29247/33666 [16:18<02:27, 29.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 3998/8416 [00:32<00:35, 122.84it/s]
    Epoch 1:  87%|████████▋ | 29248/33666 [16:18<02:27, 29.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 3999/8416 [00:32<00:35, 122.84it/s]
    Epoch 1:  87%|████████▋ | 29249/33666 [16:18<02:27, 29.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4000/8416 [00:32<00:35, 122.84it/s]
    Epoch 1:  87%|████████▋ | 29250/33666 [16:18<02:27, 29.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4001/8416 [00:32<00:35, 122.84it/s]
    Epoch 1:  87%|████████▋ | 29251/33666 [16:18<02:27, 29.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4002/8416 [00:32<00:35, 122.84it/s]
    Epoch 1:  87%|████████▋ | 29252/33666 [16:18<02:27, 29.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4003/8416 [00:32<00:35, 122.84it/s]
    Epoch 1:  87%|████████▋ | 29253/33666 [16:18<02:27, 29.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4004/8416 [00:32<00:35, 122.84it/s]
    Epoch 1:  87%|████████▋ | 29254/33666 [16:18<02:27, 29.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4005/8416 [00:32<00:35, 122.85it/s]
    Epoch 1:  87%|████████▋ | 29255/33666 [16:18<02:27, 29.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4006/8416 [00:32<00:35, 122.85it/s]
    Epoch 1:  87%|████████▋ | 29256/33666 [16:18<02:27, 29.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4007/8416 [00:32<00:35, 122.85it/s]
    Epoch 1:  87%|████████▋ | 29257/33666 [16:18<02:27, 29.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4008/8416 [00:32<00:35, 122.85it/s]
    Epoch 1:  87%|████████▋ | 29258/33666 [16:18<02:27, 29.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4009/8416 [00:32<00:35, 122.85it/s]
    Epoch 1:  87%|████████▋ | 29259/33666 [16:18<02:27, 29.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4010/8416 [00:32<00:35, 122.85it/s]
    Epoch 1:  87%|████████▋ | 29260/33666 [16:18<02:27, 29.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4011/8416 [00:32<00:35, 122.85it/s]
    Epoch 1:  87%|████████▋ | 29261/33666 [16:18<02:27, 29.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4012/8416 [00:32<00:35, 122.85it/s]
    Epoch 1:  87%|████████▋ | 29262/33666 [16:18<02:27, 29.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4013/8416 [00:32<00:35, 122.86it/s]
    Epoch 1:  87%|████████▋ | 29263/33666 [16:18<02:27, 29.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4014/8416 [00:32<00:35, 122.86it/s]
    Epoch 1:  87%|████████▋ | 29264/33666 [16:18<02:27, 29.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4015/8416 [00:32<00:35, 122.86it/s]
    Epoch 1:  87%|████████▋ | 29265/33666 [16:18<02:27, 29.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4016/8416 [00:32<00:35, 122.86it/s]
    Epoch 1:  87%|████████▋ | 29266/33666 [16:18<02:27, 29.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4017/8416 [00:32<00:35, 122.86it/s]
    Epoch 1:  87%|████████▋ | 29267/33666 [16:18<02:27, 29.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4018/8416 [00:32<00:35, 122.86it/s]
    Epoch 1:  87%|████████▋ | 29268/33666 [16:18<02:27, 29.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4019/8416 [00:32<00:35, 122.86it/s]
    Epoch 1:  87%|████████▋ | 29269/33666 [16:18<02:27, 29.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4020/8416 [00:32<00:35, 122.86it/s]
    Epoch 1:  87%|████████▋ | 29270/33666 [16:18<02:26, 29.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4021/8416 [00:32<00:35, 122.87it/s]
    Epoch 1:  87%|████████▋ | 29271/33666 [16:18<02:26, 29.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4022/8416 [00:32<00:35, 122.87it/s]
    Epoch 1:  87%|████████▋ | 29272/33666 [16:18<02:26, 29.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4023/8416 [00:32<00:35, 122.87it/s]
    Epoch 1:  87%|████████▋ | 29273/33666 [16:18<02:26, 29.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4024/8416 [00:32<00:35, 122.87it/s]
    Epoch 1:  87%|████████▋ | 29274/33666 [16:18<02:26, 29.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4025/8416 [00:32<00:35, 122.87it/s]
    Epoch 1:  87%|████████▋ | 29275/33666 [16:18<02:26, 29.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4026/8416 [00:32<00:35, 122.87it/s]
    Epoch 1:  87%|████████▋ | 29276/33666 [16:18<02:26, 29.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4027/8416 [00:32<00:35, 122.87it/s]
    Epoch 1:  87%|████████▋ | 29277/33666 [16:18<02:26, 29.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4028/8416 [00:32<00:35, 122.87it/s]
    Epoch 1:  87%|████████▋ | 29278/33666 [16:18<02:26, 29.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4029/8416 [00:32<00:35, 122.87it/s]
    Epoch 1:  87%|████████▋ | 29279/33666 [16:18<02:26, 29.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4030/8416 [00:32<00:35, 122.88it/s]
    Epoch 1:  87%|████████▋ | 29280/33666 [16:18<02:26, 29.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4031/8416 [00:32<00:35, 122.88it/s]
    Epoch 1:  87%|████████▋ | 29281/33666 [16:18<02:26, 29.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4032/8416 [00:32<00:35, 122.88it/s]
    Epoch 1:  87%|████████▋ | 29282/33666 [16:18<02:26, 29.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4033/8416 [00:32<00:35, 122.88it/s]
    Epoch 1:  87%|████████▋ | 29283/33666 [16:18<02:26, 29.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4034/8416 [00:32<00:35, 122.88it/s]
    Epoch 1:  87%|████████▋ | 29284/33666 [16:18<02:26, 29.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4035/8416 [00:32<00:35, 122.88it/s]
    Epoch 1:  87%|████████▋ | 29285/33666 [16:18<02:26, 29.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4036/8416 [00:32<00:35, 122.88it/s]
    Epoch 1:  87%|████████▋ | 29286/33666 [16:18<02:26, 29.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4037/8416 [00:32<00:35, 122.88it/s]
    Epoch 1:  87%|████████▋ | 29287/33666 [16:18<02:26, 29.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4038/8416 [00:32<00:35, 122.88it/s]
    Epoch 1:  87%|████████▋ | 29288/33666 [16:18<02:26, 29.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4039/8416 [00:32<00:35, 122.88it/s]
    Epoch 1:  87%|████████▋ | 29289/33666 [16:18<02:26, 29.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4040/8416 [00:32<00:35, 122.88it/s]
    Epoch 1:  87%|████████▋ | 29290/33666 [16:18<02:26, 29.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4041/8416 [00:32<00:35, 122.89it/s]
    Epoch 1:  87%|████████▋ | 29291/33666 [16:18<02:26, 29.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4042/8416 [00:32<00:35, 122.89it/s]
    Epoch 1:  87%|████████▋ | 29292/33666 [16:18<02:26, 29.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4043/8416 [00:32<00:35, 122.89it/s]
    Epoch 1:  87%|████████▋ | 29293/33666 [16:18<02:26, 29.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4044/8416 [00:32<00:35, 122.89it/s]
    Epoch 1:  87%|████████▋ | 29294/33666 [16:18<02:26, 29.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4045/8416 [00:32<00:35, 122.89it/s]
    Epoch 1:  87%|████████▋ | 29295/33666 [16:18<02:26, 29.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4046/8416 [00:32<00:35, 122.89it/s]
    Epoch 1:  87%|████████▋ | 29296/33666 [16:18<02:25, 29.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4047/8416 [00:32<00:35, 122.89it/s]
    Epoch 1:  87%|████████▋ | 29297/33666 [16:18<02:25, 29.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4048/8416 [00:32<00:35, 122.90it/s]
    Epoch 1:  87%|████████▋ | 29298/33666 [16:18<02:25, 29.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4049/8416 [00:32<00:35, 122.90it/s]
    Epoch 1:  87%|████████▋ | 29299/33666 [16:18<02:25, 29.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4050/8416 [00:32<00:35, 122.90it/s]
    Epoch 1:  87%|████████▋ | 29300/33666 [16:18<02:25, 29.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4051/8416 [00:32<00:35, 122.90it/s]
    Epoch 1:  87%|████████▋ | 29301/33666 [16:18<02:25, 29.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4052/8416 [00:32<00:35, 122.90it/s]
    Epoch 1:  87%|████████▋ | 29302/33666 [16:18<02:25, 29.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4053/8416 [00:32<00:35, 122.90it/s]
    Epoch 1:  87%|████████▋ | 29303/33666 [16:18<02:25, 29.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4054/8416 [00:32<00:35, 122.90it/s]
    Epoch 1:  87%|████████▋ | 29304/33666 [16:18<02:25, 29.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4055/8416 [00:32<00:35, 122.90it/s]
    Epoch 1:  87%|████████▋ | 29305/33666 [16:18<02:25, 29.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4056/8416 [00:33<00:35, 122.90it/s]
    Epoch 1:  87%|████████▋ | 29306/33666 [16:18<02:25, 29.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4057/8416 [00:33<00:35, 122.91it/s]
    Epoch 1:  87%|████████▋ | 29307/33666 [16:18<02:25, 29.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4058/8416 [00:33<00:35, 122.91it/s]
    Epoch 1:  87%|████████▋ | 29308/33666 [16:18<02:25, 29.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4059/8416 [00:33<00:35, 122.91it/s]
    Epoch 1:  87%|████████▋ | 29309/33666 [16:18<02:25, 29.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4060/8416 [00:33<00:35, 122.91it/s]
    Epoch 1:  87%|████████▋ | 29310/33666 [16:18<02:25, 29.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4061/8416 [00:33<00:35, 122.91it/s]
    Epoch 1:  87%|████████▋ | 29311/33666 [16:18<02:25, 29.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4062/8416 [00:33<00:35, 122.91it/s]
    Epoch 1:  87%|████████▋ | 29312/33666 [16:18<02:25, 29.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4063/8416 [00:33<00:35, 122.91it/s]
    Epoch 1:  87%|████████▋ | 29313/33666 [16:18<02:25, 29.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4064/8416 [00:33<00:35, 122.91it/s]
    Epoch 1:  87%|████████▋ | 29314/33666 [16:18<02:25, 29.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4065/8416 [00:33<00:35, 122.91it/s]
    Epoch 1:  87%|████████▋ | 29315/33666 [16:18<02:25, 29.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4066/8416 [00:33<00:35, 122.92it/s]
    Epoch 1:  87%|████████▋ | 29316/33666 [16:18<02:25, 29.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4067/8416 [00:33<00:35, 122.92it/s]
    Epoch 1:  87%|████████▋ | 29317/33666 [16:18<02:25, 29.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4068/8416 [00:33<00:35, 122.92it/s]
    Epoch 1:  87%|████████▋ | 29318/33666 [16:18<02:25, 29.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4069/8416 [00:33<00:35, 122.92it/s]
    Epoch 1:  87%|████████▋ | 29319/33666 [16:18<02:25, 29.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4070/8416 [00:33<00:35, 122.92it/s]
    Epoch 1:  87%|████████▋ | 29320/33666 [16:18<02:25, 29.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4071/8416 [00:33<00:35, 122.92it/s]
    Epoch 1:  87%|████████▋ | 29321/33666 [16:18<02:25, 29.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4072/8416 [00:33<00:35, 122.92it/s]
    Epoch 1:  87%|████████▋ | 29322/33666 [16:18<02:25, 29.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4073/8416 [00:33<00:35, 122.92it/s]
    Epoch 1:  87%|████████▋ | 29323/33666 [16:18<02:24, 29.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4074/8416 [00:33<00:35, 122.92it/s]
    Epoch 1:  87%|████████▋ | 29324/33666 [16:18<02:24, 29.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4075/8416 [00:33<00:35, 122.92it/s]
    Epoch 1:  87%|████████▋ | 29325/33666 [16:18<02:24, 29.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4076/8416 [00:33<00:35, 122.92it/s]
    Epoch 1:  87%|████████▋ | 29326/33666 [16:18<02:24, 29.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4077/8416 [00:33<00:35, 122.93it/s]
    Epoch 1:  87%|████████▋ | 29327/33666 [16:19<02:24, 29.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4078/8416 [00:33<00:35, 122.93it/s]
    Epoch 1:  87%|████████▋ | 29328/33666 [16:19<02:24, 29.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4079/8416 [00:33<00:35, 122.93it/s]
    Epoch 1:  87%|████████▋ | 29329/33666 [16:19<02:24, 29.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4080/8416 [00:33<00:35, 122.93it/s]
    Epoch 1:  87%|████████▋ | 29330/33666 [16:19<02:24, 29.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4081/8416 [00:33<00:35, 122.93it/s]
    Epoch 1:  87%|████████▋ | 29331/33666 [16:19<02:24, 29.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4082/8416 [00:33<00:35, 122.93it/s]
    Epoch 1:  87%|████████▋ | 29332/33666 [16:19<02:24, 29.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4083/8416 [00:33<00:35, 122.93it/s]
    Epoch 1:  87%|████████▋ | 29333/33666 [16:19<02:24, 29.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4084/8416 [00:33<00:35, 122.93it/s]
    Epoch 1:  87%|████████▋ | 29334/33666 [16:19<02:24, 29.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4085/8416 [00:33<00:35, 122.93it/s]
    Epoch 1:  87%|████████▋ | 29335/33666 [16:19<02:24, 29.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4086/8416 [00:33<00:35, 122.93it/s]
    Epoch 1:  87%|████████▋ | 29336/33666 [16:19<02:24, 29.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4087/8416 [00:33<00:35, 122.93it/s]
    Epoch 1:  87%|████████▋ | 29337/33666 [16:19<02:24, 29.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4088/8416 [00:33<00:35, 122.94it/s]
    Epoch 1:  87%|████████▋ | 29338/33666 [16:19<02:24, 29.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4089/8416 [00:33<00:35, 122.94it/s]
    Epoch 1:  87%|████████▋ | 29339/33666 [16:19<02:24, 29.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4090/8416 [00:33<00:35, 122.94it/s]
    Epoch 1:  87%|████████▋ | 29340/33666 [16:19<02:24, 29.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4091/8416 [00:33<00:35, 122.94it/s]
    Epoch 1:  87%|████████▋ | 29341/33666 [16:19<02:24, 29.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4092/8416 [00:33<00:35, 122.94it/s]
    Epoch 1:  87%|████████▋ | 29342/33666 [16:19<02:24, 29.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4093/8416 [00:33<00:35, 122.94it/s]
    Epoch 1:  87%|████████▋ | 29343/33666 [16:19<02:24, 29.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4094/8416 [00:33<00:35, 122.94it/s]
    Epoch 1:  87%|████████▋ | 29344/33666 [16:19<02:24, 29.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4095/8416 [00:33<00:35, 122.94it/s]
    Epoch 1:  87%|████████▋ | 29345/33666 [16:19<02:24, 29.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4096/8416 [00:33<00:35, 122.94it/s]
    Epoch 1:  87%|████████▋ | 29346/33666 [16:19<02:24, 29.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4097/8416 [00:33<00:35, 122.94it/s]
    Epoch 1:  87%|████████▋ | 29347/33666 [16:19<02:24, 29.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4098/8416 [00:33<00:35, 122.95it/s]
    Epoch 1:  87%|████████▋ | 29348/33666 [16:19<02:24, 29.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4099/8416 [00:33<00:35, 122.95it/s]
    Epoch 1:  87%|████████▋ | 29349/33666 [16:19<02:24, 29.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4100/8416 [00:33<00:35, 122.94it/s]
    Epoch 1:  87%|████████▋ | 29350/33666 [16:19<02:23, 29.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4101/8416 [00:33<00:35, 122.94it/s]
    Epoch 1:  87%|████████▋ | 29351/33666 [16:19<02:23, 29.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4102/8416 [00:33<00:35, 122.95it/s]
    Epoch 1:  87%|████████▋ | 29352/33666 [16:19<02:23, 29.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4103/8416 [00:33<00:35, 122.95it/s]
    Epoch 1:  87%|████████▋ | 29353/33666 [16:19<02:23, 29.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4104/8416 [00:33<00:35, 122.95it/s]
    Epoch 1:  87%|████████▋ | 29354/33666 [16:19<02:23, 29.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4105/8416 [00:33<00:35, 122.95it/s]
    Epoch 1:  87%|████████▋ | 29355/33666 [16:19<02:23, 29.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4106/8416 [00:33<00:35, 122.95it/s]
    Epoch 1:  87%|████████▋ | 29356/33666 [16:19<02:23, 29.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4107/8416 [00:33<00:35, 122.95it/s]
    Epoch 1:  87%|████████▋ | 29357/33666 [16:19<02:23, 29.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4108/8416 [00:33<00:35, 122.95it/s]
    Epoch 1:  87%|████████▋ | 29358/33666 [16:19<02:23, 29.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4109/8416 [00:33<00:35, 122.95it/s]
    Epoch 1:  87%|████████▋ | 29359/33666 [16:19<02:23, 29.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4110/8416 [00:33<00:35, 122.95it/s]
    Epoch 1:  87%|████████▋ | 29360/33666 [16:19<02:23, 29.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4111/8416 [00:33<00:35, 122.96it/s]
    Epoch 1:  87%|████████▋ | 29361/33666 [16:19<02:23, 29.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4112/8416 [00:33<00:35, 122.96it/s]
    Epoch 1:  87%|████████▋ | 29362/33666 [16:19<02:23, 29.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4113/8416 [00:33<00:34, 122.96it/s]
    Epoch 1:  87%|████████▋ | 29363/33666 [16:19<02:23, 29.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4114/8416 [00:33<00:34, 122.96it/s]
    Epoch 1:  87%|████████▋ | 29364/33666 [16:19<02:23, 29.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4115/8416 [00:33<00:34, 122.96it/s]
    Epoch 1:  87%|████████▋ | 29365/33666 [16:19<02:23, 29.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4116/8416 [00:33<00:34, 122.96it/s]
    Epoch 1:  87%|████████▋ | 29366/33666 [16:19<02:23, 29.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4117/8416 [00:33<00:34, 122.96it/s]
    Epoch 1:  87%|████████▋ | 29367/33666 [16:19<02:23, 29.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4118/8416 [00:33<00:34, 122.96it/s]
    Epoch 1:  87%|████████▋ | 29368/33666 [16:19<02:23, 29.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4119/8416 [00:33<00:34, 122.96it/s]
    Epoch 1:  87%|████████▋ | 29369/33666 [16:19<02:23, 29.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4120/8416 [00:33<00:34, 122.97it/s]
    Epoch 1:  87%|████████▋ | 29370/33666 [16:19<02:23, 29.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4121/8416 [00:33<00:34, 122.97it/s]
    Epoch 1:  87%|████████▋ | 29371/33666 [16:19<02:23, 29.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4122/8416 [00:33<00:34, 122.97it/s]
    Epoch 1:  87%|████████▋ | 29372/33666 [16:19<02:23, 29.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4123/8416 [00:33<00:34, 122.97it/s]
    Epoch 1:  87%|████████▋ | 29373/33666 [16:19<02:23, 29.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4124/8416 [00:33<00:34, 122.97it/s]
    Epoch 1:  87%|████████▋ | 29374/33666 [16:19<02:23, 29.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4125/8416 [00:33<00:34, 122.97it/s]
    Epoch 1:  87%|████████▋ | 29375/33666 [16:19<02:23, 29.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4126/8416 [00:33<00:34, 122.97it/s]
    Epoch 1:  87%|████████▋ | 29376/33666 [16:19<02:23, 29.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4127/8416 [00:33<00:34, 122.97it/s]
    Epoch 1:  87%|████████▋ | 29377/33666 [16:19<02:22, 29.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4128/8416 [00:33<00:34, 122.97it/s]
    Epoch 1:  87%|████████▋ | 29378/33666 [16:19<02:22, 30.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4129/8416 [00:33<00:34, 122.98it/s]
    Epoch 1:  87%|████████▋ | 29379/33666 [16:19<02:22, 30.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4130/8416 [00:33<00:34, 122.98it/s]
    Epoch 1:  87%|████████▋ | 29380/33666 [16:19<02:22, 30.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4131/8416 [00:33<00:34, 122.98it/s]
    Epoch 1:  87%|████████▋ | 29381/33666 [16:19<02:22, 30.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4132/8416 [00:33<00:34, 122.98it/s]
    Epoch 1:  87%|████████▋ | 29382/33666 [16:19<02:22, 30.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4133/8416 [00:33<00:34, 122.98it/s]
    Epoch 1:  87%|████████▋ | 29383/33666 [16:19<02:22, 30.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4134/8416 [00:33<00:34, 122.98it/s]
    Epoch 1:  87%|████████▋ | 29384/33666 [16:19<02:22, 30.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4135/8416 [00:33<00:34, 122.98it/s]
    Epoch 1:  87%|████████▋ | 29385/33666 [16:19<02:22, 30.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4136/8416 [00:33<00:34, 122.98it/s]
    Epoch 1:  87%|████████▋ | 29386/33666 [16:19<02:22, 30.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4137/8416 [00:33<00:34, 122.98it/s]
    Epoch 1:  87%|████████▋ | 29387/33666 [16:19<02:22, 30.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4138/8416 [00:33<00:34, 122.98it/s]
    Epoch 1:  87%|████████▋ | 29388/33666 [16:19<02:22, 30.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4139/8416 [00:33<00:34, 122.99it/s]
    Epoch 1:  87%|████████▋ | 29389/33666 [16:19<02:22, 30.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4140/8416 [00:33<00:34, 122.99it/s]
    Epoch 1:  87%|████████▋ | 29390/33666 [16:19<02:22, 30.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4141/8416 [00:33<00:34, 122.99it/s]
    Epoch 1:  87%|████████▋ | 29391/33666 [16:19<02:22, 30.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4142/8416 [00:33<00:34, 122.99it/s]
    Epoch 1:  87%|████████▋ | 29392/33666 [16:19<02:22, 30.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4143/8416 [00:33<00:34, 122.99it/s]
    Epoch 1:  87%|████████▋ | 29393/33666 [16:19<02:22, 30.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4144/8416 [00:33<00:34, 122.99it/s]
    Epoch 1:  87%|████████▋ | 29394/33666 [16:19<02:22, 30.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4145/8416 [00:33<00:34, 122.99it/s]
    Epoch 1:  87%|████████▋ | 29395/33666 [16:19<02:22, 30.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4146/8416 [00:33<00:34, 122.99it/s]
    Epoch 1:  87%|████████▋ | 29396/33666 [16:19<02:22, 30.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4147/8416 [00:33<00:34, 122.99it/s]
    Epoch 1:  87%|████████▋ | 29397/33666 [16:19<02:22, 30.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4148/8416 [00:33<00:34, 122.99it/s]
    Epoch 1:  87%|████████▋ | 29398/33666 [16:19<02:22, 30.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4149/8416 [00:33<00:34, 123.00it/s]
    Epoch 1:  87%|████████▋ | 29399/33666 [16:19<02:22, 30.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4150/8416 [00:33<00:34, 123.00it/s]
    Epoch 1:  87%|████████▋ | 29400/33666 [16:19<02:22, 30.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4151/8416 [00:33<00:34, 123.00it/s]
    Epoch 1:  87%|████████▋ | 29401/33666 [16:19<02:22, 30.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4152/8416 [00:33<00:34, 123.00it/s]
    Epoch 1:  87%|████████▋ | 29402/33666 [16:19<02:22, 30.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4153/8416 [00:33<00:34, 123.00it/s]
    Epoch 1:  87%|████████▋ | 29403/33666 [16:19<02:22, 30.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4154/8416 [00:33<00:34, 123.00it/s]
    Epoch 1:  87%|████████▋ | 29404/33666 [16:19<02:21, 30.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4155/8416 [00:33<00:34, 123.00it/s]
    Epoch 1:  87%|████████▋ | 29405/33666 [16:19<02:21, 30.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4156/8416 [00:33<00:34, 123.00it/s]
    Epoch 1:  87%|████████▋ | 29406/33666 [16:19<02:21, 30.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4157/8416 [00:33<00:34, 123.00it/s]
    Epoch 1:  87%|████████▋ | 29407/33666 [16:19<02:21, 30.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4158/8416 [00:33<00:34, 123.01it/s]
    Epoch 1:  87%|████████▋ | 29408/33666 [16:19<02:21, 30.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4159/8416 [00:33<00:34, 123.01it/s]
    Epoch 1:  87%|████████▋ | 29409/33666 [16:19<02:21, 30.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4160/8416 [00:33<00:34, 123.01it/s]
    Epoch 1:  87%|████████▋ | 29410/33666 [16:19<02:21, 30.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4161/8416 [00:33<00:34, 123.01it/s]
    Epoch 1:  87%|████████▋ | 29411/33666 [16:19<02:21, 30.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4162/8416 [00:33<00:34, 123.01it/s]
    Epoch 1:  87%|████████▋ | 29412/33666 [16:19<02:21, 30.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4163/8416 [00:33<00:34, 123.01it/s]
    Epoch 1:  87%|████████▋ | 29413/33666 [16:19<02:21, 30.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4164/8416 [00:33<00:34, 123.01it/s]
    Epoch 1:  87%|████████▋ | 29414/33666 [16:19<02:21, 30.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4165/8416 [00:33<00:34, 123.01it/s]
    Epoch 1:  87%|████████▋ | 29415/33666 [16:19<02:21, 30.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4166/8416 [00:33<00:34, 123.01it/s]
    Epoch 1:  87%|████████▋ | 29416/33666 [16:19<02:21, 30.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4167/8416 [00:33<00:34, 123.01it/s]
    Epoch 1:  87%|████████▋ | 29417/33666 [16:19<02:21, 30.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4168/8416 [00:33<00:34, 123.01it/s]
    Epoch 1:  87%|████████▋ | 29418/33666 [16:19<02:21, 30.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4169/8416 [00:33<00:34, 123.01it/s]
    Epoch 1:  87%|████████▋ | 29419/33666 [16:19<02:21, 30.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4170/8416 [00:33<00:34, 123.01it/s]
    Epoch 1:  87%|████████▋ | 29420/33666 [16:19<02:21, 30.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4171/8416 [00:33<00:34, 123.01it/s]
    Epoch 1:  87%|████████▋ | 29421/33666 [16:19<02:21, 30.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4172/8416 [00:33<00:34, 123.02it/s]
    Epoch 1:  87%|████████▋ | 29422/33666 [16:19<02:21, 30.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4173/8416 [00:33<00:34, 123.02it/s]
    Epoch 1:  87%|████████▋ | 29423/33666 [16:19<02:21, 30.03it/s, loss=3.71, v_num=0]

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    Epoch 1:  88%|████████▊ | 29515/33666 [16:20<02:17, 30.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4266/8416 [00:34<00:33, 123.10it/s]
    Epoch 1:  88%|████████▊ | 29516/33666 [16:20<02:17, 30.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4267/8416 [00:34<00:33, 123.10it/s]
    Epoch 1:  88%|████████▊ | 29517/33666 [16:20<02:17, 30.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4268/8416 [00:34<00:33, 123.10it/s]
    Epoch 1:  88%|████████▊ | 29518/33666 [16:20<02:17, 30.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4269/8416 [00:34<00:33, 123.10it/s]
    Epoch 1:  88%|████████▊ | 29519/33666 [16:20<02:17, 30.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4270/8416 [00:34<00:33, 123.10it/s]
    Epoch 1:  88%|████████▊ | 29520/33666 [16:20<02:17, 30.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4271/8416 [00:34<00:33, 123.10it/s]
    Epoch 1:  88%|████████▊ | 29521/33666 [16:20<02:17, 30.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4272/8416 [00:34<00:33, 123.11it/s]
    Epoch 1:  88%|████████▊ | 29522/33666 [16:20<02:17, 30.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4273/8416 [00:34<00:33, 123.11it/s]
    Epoch 1:  88%|████████▊ | 29523/33666 [16:20<02:17, 30.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4274/8416 [00:34<00:33, 123.11it/s]
    Epoch 1:  88%|████████▊ | 29524/33666 [16:20<02:17, 30.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4275/8416 [00:34<00:33, 123.11it/s]
    Epoch 1:  88%|████████▊ | 29525/33666 [16:20<02:17, 30.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4276/8416 [00:34<00:33, 123.11it/s]
    Epoch 1:  88%|████████▊ | 29526/33666 [16:20<02:17, 30.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4277/8416 [00:34<00:33, 123.11it/s]
    Epoch 1:  88%|████████▊ | 29527/33666 [16:20<02:17, 30.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4278/8416 [00:34<00:33, 123.11it/s]
    Epoch 1:  88%|████████▊ | 29528/33666 [16:20<02:17, 30.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4279/8416 [00:34<00:33, 123.11it/s]
    Epoch 1:  88%|████████▊ | 29529/33666 [16:20<02:17, 30.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4280/8416 [00:34<00:33, 123.11it/s]
    Epoch 1:  88%|████████▊ | 29530/33666 [16:20<02:17, 30.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4281/8416 [00:34<00:33, 123.11it/s]
    Epoch 1:  88%|████████▊ | 29531/33666 [16:20<02:17, 30.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4282/8416 [00:34<00:33, 123.12it/s]
    Epoch 1:  88%|████████▊ | 29532/33666 [16:20<02:17, 30.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4283/8416 [00:34<00:33, 123.12it/s]
    Epoch 1:  88%|████████▊ | 29533/33666 [16:20<02:17, 30.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4284/8416 [00:34<00:33, 123.12it/s]
    Epoch 1:  88%|████████▊ | 29534/33666 [16:20<02:17, 30.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4285/8416 [00:34<00:33, 123.12it/s]
    Epoch 1:  88%|████████▊ | 29535/33666 [16:20<02:17, 30.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4286/8416 [00:34<00:33, 123.12it/s]
    Epoch 1:  88%|████████▊ | 29536/33666 [16:20<02:17, 30.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4287/8416 [00:34<00:33, 123.12it/s]
    Epoch 1:  88%|████████▊ | 29537/33666 [16:20<02:17, 30.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4288/8416 [00:34<00:33, 123.12it/s]
    Epoch 1:  88%|████████▊ | 29538/33666 [16:20<02:17, 30.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4289/8416 [00:34<00:33, 123.12it/s]
    Epoch 1:  88%|████████▊ | 29539/33666 [16:20<02:17, 30.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4290/8416 [00:34<00:33, 123.12it/s]
    Epoch 1:  88%|████████▊ | 29540/33666 [16:20<02:16, 30.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4291/8416 [00:34<00:33, 123.12it/s]
    Epoch 1:  88%|████████▊ | 29541/33666 [16:20<02:16, 30.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4292/8416 [00:34<00:33, 123.12it/s]
    Epoch 1:  88%|████████▊ | 29542/33666 [16:20<02:16, 30.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4293/8416 [00:34<00:33, 123.12it/s]
    Epoch 1:  88%|████████▊ | 29543/33666 [16:20<02:16, 30.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4294/8416 [00:34<00:33, 123.12it/s]
    Epoch 1:  88%|████████▊ | 29544/33666 [16:20<02:16, 30.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4295/8416 [00:34<00:33, 123.12it/s]
    Epoch 1:  88%|████████▊ | 29545/33666 [16:20<02:16, 30.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4296/8416 [00:34<00:33, 123.12it/s]
    Epoch 1:  88%|████████▊ | 29546/33666 [16:20<02:16, 30.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4297/8416 [00:34<00:33, 123.13it/s]
    Epoch 1:  88%|████████▊ | 29547/33666 [16:20<02:16, 30.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4298/8416 [00:34<00:33, 123.13it/s]
    Epoch 1:  88%|████████▊ | 29548/33666 [16:20<02:16, 30.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4299/8416 [00:34<00:33, 123.13it/s]
    Epoch 1:  88%|████████▊ | 29549/33666 [16:20<02:16, 30.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4300/8416 [00:34<00:33, 123.13it/s]
    Epoch 1:  88%|████████▊ | 29550/33666 [16:20<02:16, 30.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4301/8416 [00:34<00:33, 123.13it/s]
    Epoch 1:  88%|████████▊ | 29551/33666 [16:20<02:16, 30.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4302/8416 [00:34<00:33, 123.13it/s]
    Epoch 1:  88%|████████▊ | 29552/33666 [16:20<02:16, 30.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4303/8416 [00:34<00:33, 123.13it/s]
    Epoch 1:  88%|████████▊ | 29553/33666 [16:20<02:16, 30.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4304/8416 [00:34<00:33, 123.13it/s]
    Epoch 1:  88%|████████▊ | 29554/33666 [16:20<02:16, 30.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4305/8416 [00:34<00:33, 123.13it/s]
    Epoch 1:  88%|████████▊ | 29555/33666 [16:20<02:16, 30.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4306/8416 [00:34<00:33, 123.14it/s]
    Epoch 1:  88%|████████▊ | 29556/33666 [16:20<02:16, 30.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4307/8416 [00:34<00:33, 123.14it/s]
    Epoch 1:  88%|████████▊ | 29557/33666 [16:20<02:16, 30.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4308/8416 [00:34<00:33, 123.14it/s]
    Epoch 1:  88%|████████▊ | 29558/33666 [16:20<02:16, 30.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4309/8416 [00:34<00:33, 123.14it/s]
    Epoch 1:  88%|████████▊ | 29559/33666 [16:20<02:16, 30.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4310/8416 [00:35<00:33, 123.14it/s]
    Epoch 1:  88%|████████▊ | 29560/33666 [16:20<02:16, 30.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4311/8416 [00:35<00:33, 123.14it/s]
    Epoch 1:  88%|████████▊ | 29561/33666 [16:20<02:16, 30.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4312/8416 [00:35<00:33, 123.14it/s]
    Epoch 1:  88%|████████▊ | 29562/33666 [16:20<02:16, 30.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4313/8416 [00:35<00:33, 123.14it/s]
    Epoch 1:  88%|████████▊ | 29563/33666 [16:20<02:16, 30.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████▏    | 4314/8416 [00:35<00:33, 123.14it/s]
    Epoch 1:  88%|████████▊ | 29564/33666 [16:20<02:16, 30.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████▏    | 4315/8416 [00:35<00:33, 123.14it/s]
    Epoch 1:  88%|████████▊ | 29565/33666 [16:20<02:16, 30.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████▏    | 4316/8416 [00:35<00:33, 123.15it/s]
    Epoch 1:  88%|████████▊ | 29566/33666 [16:20<02:16, 30.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████▏    | 4317/8416 [00:35<00:33, 123.15it/s]
    Epoch 1:  88%|████████▊ | 29567/33666 [16:20<02:15, 30.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████▏    | 4318/8416 [00:35<00:33, 123.15it/s]
    Epoch 1:  88%|████████▊ | 29568/33666 [16:20<02:15, 30.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████▏    | 4319/8416 [00:35<00:33, 123.15it/s]
    Epoch 1:  88%|████████▊ | 29569/33666 [16:20<02:15, 30.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████▏    | 4320/8416 [00:35<00:33, 123.15it/s]
    Epoch 1:  88%|████████▊ | 29570/33666 [16:20<02:15, 30.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████▏    | 4321/8416 [00:35<00:33, 123.15it/s]
    Epoch 1:  88%|████████▊ | 29571/33666 [16:20<02:15, 30.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████▏    | 4322/8416 [00:35<00:33, 123.15it/s]
    Epoch 1:  88%|████████▊ | 29572/33666 [16:20<02:15, 30.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████▏    | 4323/8416 [00:35<00:33, 123.15it/s]
    Epoch 1:  88%|████████▊ | 29573/33666 [16:20<02:15, 30.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████▏    | 4324/8416 [00:35<00:33, 123.15it/s]
    Epoch 1:  88%|████████▊ | 29574/33666 [16:20<02:15, 30.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████▏    | 4325/8416 [00:35<00:33, 123.15it/s]
    Epoch 1:  88%|████████▊ | 29575/33666 [16:20<02:15, 30.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████▏    | 4326/8416 [00:35<00:33, 123.15it/s]
    Epoch 1:  88%|████████▊ | 29576/33666 [16:20<02:15, 30.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████▏    | 4327/8416 [00:35<00:33, 123.16it/s]
    Epoch 1:  88%|████████▊ | 29577/33666 [16:20<02:15, 30.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████▏    | 4328/8416 [00:35<00:33, 123.16it/s]
    Epoch 1:  88%|████████▊ | 29578/33666 [16:20<02:15, 30.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████▏    | 4329/8416 [00:35<00:33, 123.16it/s]
    Epoch 1:  88%|████████▊ | 29579/33666 [16:20<02:15, 30.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████▏    | 4330/8416 [00:35<00:33, 123.16it/s]
    Epoch 1:  88%|████████▊ | 29580/33666 [16:20<02:15, 30.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████▏    | 4331/8416 [00:35<00:33, 123.16it/s]
    Epoch 1:  88%|████████▊ | 29581/33666 [16:21<02:15, 30.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████▏    | 4332/8416 [00:35<00:33, 123.16it/s]
    Epoch 1:  88%|████████▊ | 29582/33666 [16:21<02:15, 30.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████▏    | 4333/8416 [00:35<00:33, 123.16it/s]
    Epoch 1:  88%|████████▊ | 29583/33666 [16:21<02:15, 30.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  51%|█████▏    | 4334/8416 [00:35<00:33, 123.16it/s]
    Epoch 1:  88%|████████▊ | 29584/33666 [16:21<02:15, 30.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4335/8416 [00:35<00:33, 123.16it/s]
    Epoch 1:  88%|████████▊ | 29585/33666 [16:21<02:15, 30.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4336/8416 [00:35<00:33, 123.16it/s]
    Epoch 1:  88%|████████▊ | 29586/33666 [16:21<02:15, 30.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4337/8416 [00:35<00:33, 123.16it/s]
    Epoch 1:  88%|████████▊ | 29587/33666 [16:21<02:15, 30.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4338/8416 [00:35<00:33, 123.16it/s]
    Epoch 1:  88%|████████▊ | 29588/33666 [16:21<02:15, 30.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4339/8416 [00:35<00:33, 123.16it/s]
    Epoch 1:  88%|████████▊ | 29589/33666 [16:21<02:15, 30.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4340/8416 [00:35<00:33, 123.16it/s]
    Epoch 1:  88%|████████▊ | 29590/33666 [16:21<02:15, 30.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4341/8416 [00:35<00:33, 123.16it/s]
    Epoch 1:  88%|████████▊ | 29591/33666 [16:21<02:15, 30.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4342/8416 [00:35<00:33, 123.16it/s]
    Epoch 1:  88%|████████▊ | 29592/33666 [16:21<02:15, 30.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4343/8416 [00:35<00:33, 123.16it/s]
    Epoch 1:  88%|████████▊ | 29593/33666 [16:21<02:15, 30.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4344/8416 [00:35<00:33, 123.16it/s]
    Epoch 1:  88%|████████▊ | 29594/33666 [16:21<02:14, 30.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4345/8416 [00:35<00:33, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29595/33666 [16:21<02:14, 30.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4346/8416 [00:35<00:33, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29596/33666 [16:21<02:14, 30.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4347/8416 [00:35<00:33, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29597/33666 [16:21<02:14, 30.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4348/8416 [00:35<00:33, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29598/33666 [16:21<02:14, 30.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4349/8416 [00:35<00:33, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29599/33666 [16:21<02:14, 30.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4350/8416 [00:35<00:33, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29600/33666 [16:21<02:14, 30.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4351/8416 [00:35<00:33, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29601/33666 [16:21<02:14, 30.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4352/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29602/33666 [16:21<02:14, 30.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4353/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29603/33666 [16:21<02:14, 30.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4354/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29604/33666 [16:21<02:14, 30.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4355/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29605/33666 [16:21<02:14, 30.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4356/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29606/33666 [16:21<02:14, 30.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4357/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29607/33666 [16:21<02:14, 30.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4358/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29608/33666 [16:21<02:14, 30.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4359/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29609/33666 [16:21<02:14, 30.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4360/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29610/33666 [16:21<02:14, 30.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4361/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29611/33666 [16:21<02:14, 30.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4362/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29612/33666 [16:21<02:14, 30.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4363/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29613/33666 [16:21<02:14, 30.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4364/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29614/33666 [16:21<02:14, 30.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4365/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29615/33666 [16:21<02:14, 30.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4366/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29616/33666 [16:21<02:14, 30.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4367/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29617/33666 [16:21<02:14, 30.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4368/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29618/33666 [16:21<02:14, 30.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4369/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29619/33666 [16:21<02:14, 30.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4370/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29620/33666 [16:21<02:14, 30.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4371/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29621/33666 [16:21<02:14, 30.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4372/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29622/33666 [16:21<02:13, 30.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4373/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29623/33666 [16:21<02:13, 30.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4374/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29624/33666 [16:21<02:13, 30.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4375/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29625/33666 [16:21<02:13, 30.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4376/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29626/33666 [16:21<02:13, 30.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4377/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29627/33666 [16:21<02:13, 30.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4378/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29628/33666 [16:21<02:13, 30.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4379/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29629/33666 [16:21<02:13, 30.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4380/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29630/33666 [16:21<02:13, 30.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4381/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29631/33666 [16:21<02:13, 30.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4382/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29632/33666 [16:21<02:13, 30.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4383/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29633/33666 [16:21<02:13, 30.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4384/8416 [00:35<00:32, 123.16it/s]
    Epoch 1:  88%|████████▊ | 29634/33666 [16:21<02:13, 30.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4385/8416 [00:35<00:32, 123.15it/s]
    Epoch 1:  88%|████████▊ | 29635/33666 [16:21<02:13, 30.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4386/8416 [00:35<00:32, 123.14it/s]
    Epoch 1:  88%|████████▊ | 29636/33666 [16:21<02:13, 30.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4387/8416 [00:35<00:32, 123.15it/s]
    Epoch 1:  88%|████████▊ | 29637/33666 [16:21<02:13, 30.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4388/8416 [00:35<00:32, 123.15it/s]
    Epoch 1:  88%|████████▊ | 29638/33666 [16:21<02:13, 30.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4389/8416 [00:35<00:32, 123.15it/s]
    Epoch 1:  88%|████████▊ | 29639/33666 [16:21<02:13, 30.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4390/8416 [00:35<00:32, 123.15it/s]
    Epoch 1:  88%|████████▊ | 29640/33666 [16:21<02:13, 30.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4391/8416 [00:35<00:32, 123.15it/s]
    Epoch 1:  88%|████████▊ | 29641/33666 [16:21<02:13, 30.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4392/8416 [00:35<00:32, 123.15it/s]
    Epoch 1:  88%|████████▊ | 29642/33666 [16:21<02:13, 30.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4393/8416 [00:35<00:32, 123.15it/s]
    Epoch 1:  88%|████████▊ | 29643/33666 [16:21<02:13, 30.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4394/8416 [00:35<00:32, 123.15it/s]
    Epoch 1:  88%|████████▊ | 29644/33666 [16:21<02:13, 30.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4395/8416 [00:35<00:32, 123.15it/s]
    Epoch 1:  88%|████████▊ | 29645/33666 [16:21<02:13, 30.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4396/8416 [00:35<00:32, 123.15it/s]
    Epoch 1:  88%|████████▊ | 29646/33666 [16:21<02:13, 30.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4397/8416 [00:35<00:32, 123.15it/s]
    Epoch 1:  88%|████████▊ | 29647/33666 [16:21<02:13, 30.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4398/8416 [00:35<00:32, 123.15it/s]
    Epoch 1:  88%|████████▊ | 29648/33666 [16:21<02:13, 30.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4399/8416 [00:35<00:32, 123.16it/s]
    Epoch 1:  88%|████████▊ | 29649/33666 [16:21<02:12, 30.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4400/8416 [00:35<00:32, 123.16it/s]
    Epoch 1:  88%|████████▊ | 29650/33666 [16:21<02:12, 30.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4401/8416 [00:35<00:32, 123.16it/s]
    Epoch 1:  88%|████████▊ | 29651/33666 [16:21<02:12, 30.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4402/8416 [00:35<00:32, 123.16it/s]
    Epoch 1:  88%|████████▊ | 29652/33666 [16:21<02:12, 30.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4403/8416 [00:35<00:32, 123.16it/s]
    Epoch 1:  88%|████████▊ | 29653/33666 [16:21<02:12, 30.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4404/8416 [00:35<00:32, 123.16it/s]
    Epoch 1:  88%|████████▊ | 29654/33666 [16:21<02:12, 30.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4405/8416 [00:35<00:32, 123.16it/s]
    Epoch 1:  88%|████████▊ | 29655/33666 [16:21<02:12, 30.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4406/8416 [00:35<00:32, 123.16it/s]
    Epoch 1:  88%|████████▊ | 29656/33666 [16:21<02:12, 30.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4407/8416 [00:35<00:32, 123.16it/s]
    Epoch 1:  88%|████████▊ | 29657/33666 [16:21<02:12, 30.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4408/8416 [00:35<00:32, 123.16it/s]
    Epoch 1:  88%|████████▊ | 29658/33666 [16:21<02:12, 30.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4409/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29659/33666 [16:21<02:12, 30.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4410/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29660/33666 [16:21<02:12, 30.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4411/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29661/33666 [16:21<02:12, 30.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4412/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29662/33666 [16:21<02:12, 30.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4413/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29663/33666 [16:21<02:12, 30.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4414/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29664/33666 [16:21<02:12, 30.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4415/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29665/33666 [16:21<02:12, 30.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4416/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29666/33666 [16:21<02:12, 30.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4417/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29667/33666 [16:21<02:12, 30.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4418/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29668/33666 [16:21<02:12, 30.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4419/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29669/33666 [16:21<02:12, 30.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4420/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29670/33666 [16:21<02:12, 30.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4421/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29671/33666 [16:21<02:12, 30.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4422/8416 [00:35<00:32, 123.17it/s]
    Epoch 1:  88%|████████▊ | 29672/33666 [16:21<02:12, 30.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4423/8416 [00:35<00:32, 123.18it/s]
    Epoch 1:  88%|████████▊ | 29673/33666 [16:21<02:12, 30.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4424/8416 [00:35<00:32, 123.18it/s]
    Epoch 1:  88%|████████▊ | 29674/33666 [16:21<02:12, 30.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4425/8416 [00:35<00:32, 123.18it/s]
    Epoch 1:  88%|████████▊ | 29675/33666 [16:21<02:12, 30.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4426/8416 [00:35<00:32, 123.18it/s]
    Epoch 1:  88%|████████▊ | 29676/33666 [16:21<02:12, 30.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4427/8416 [00:35<00:32, 123.18it/s]
    Epoch 1:  88%|████████▊ | 29677/33666 [16:21<02:11, 30.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4428/8416 [00:35<00:32, 123.18it/s]
    Epoch 1:  88%|████████▊ | 29678/33666 [16:21<02:11, 30.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4429/8416 [00:35<00:32, 123.18it/s]
    Epoch 1:  88%|████████▊ | 29679/33666 [16:21<02:11, 30.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4430/8416 [00:35<00:32, 123.18it/s]
    Epoch 1:  88%|████████▊ | 29680/33666 [16:21<02:11, 30.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4431/8416 [00:35<00:32, 123.18it/s]
    Epoch 1:  88%|████████▊ | 29681/33666 [16:21<02:11, 30.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4432/8416 [00:35<00:32, 123.19it/s]
    Epoch 1:  88%|████████▊ | 29682/33666 [16:21<02:11, 30.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4433/8416 [00:35<00:32, 123.19it/s]
    Epoch 1:  88%|████████▊ | 29683/33666 [16:21<02:11, 30.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4434/8416 [00:35<00:32, 123.19it/s]
    Epoch 1:  88%|████████▊ | 29684/33666 [16:21<02:11, 30.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4435/8416 [00:36<00:32, 123.19it/s]
    Epoch 1:  88%|████████▊ | 29685/33666 [16:21<02:11, 30.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4436/8416 [00:36<00:32, 123.19it/s]
    Epoch 1:  88%|████████▊ | 29686/33666 [16:21<02:11, 30.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4437/8416 [00:36<00:32, 123.19it/s]
    Epoch 1:  88%|████████▊ | 29687/33666 [16:21<02:11, 30.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4438/8416 [00:36<00:32, 123.19it/s]
    Epoch 1:  88%|████████▊ | 29688/33666 [16:21<02:11, 30.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4439/8416 [00:36<00:32, 123.19it/s]
    Epoch 1:  88%|████████▊ | 29689/33666 [16:21<02:11, 30.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4440/8416 [00:36<00:32, 123.19it/s]
    Epoch 1:  88%|████████▊ | 29690/33666 [16:21<02:11, 30.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4441/8416 [00:36<00:32, 123.19it/s]
    Epoch 1:  88%|████████▊ | 29691/33666 [16:21<02:11, 30.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4442/8416 [00:36<00:32, 123.20it/s]
    Epoch 1:  88%|████████▊ | 29692/33666 [16:21<02:11, 30.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4443/8416 [00:36<00:32, 123.20it/s]
    Epoch 1:  88%|████████▊ | 29693/33666 [16:21<02:11, 30.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4444/8416 [00:36<00:32, 123.20it/s]
    Epoch 1:  88%|████████▊ | 29694/33666 [16:21<02:11, 30.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4445/8416 [00:36<00:32, 123.20it/s]
    Epoch 1:  88%|████████▊ | 29695/33666 [16:21<02:11, 30.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4446/8416 [00:36<00:32, 123.20it/s]
    Epoch 1:  88%|████████▊ | 29696/33666 [16:21<02:11, 30.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4447/8416 [00:36<00:32, 123.20it/s]
    Epoch 1:  88%|████████▊ | 29697/33666 [16:21<02:11, 30.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4448/8416 [00:36<00:32, 123.20it/s]
    Epoch 1:  88%|████████▊ | 29698/33666 [16:21<02:11, 30.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4449/8416 [00:36<00:32, 123.20it/s]
    Epoch 1:  88%|████████▊ | 29699/33666 [16:21<02:11, 30.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4450/8416 [00:36<00:32, 123.20it/s]
    Epoch 1:  88%|████████▊ | 29700/33666 [16:21<02:11, 30.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4451/8416 [00:36<00:32, 123.20it/s]
    Epoch 1:  88%|████████▊ | 29701/33666 [16:21<02:11, 30.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4452/8416 [00:36<00:32, 123.21it/s]
    Epoch 1:  88%|████████▊ | 29702/33666 [16:21<02:11, 30.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4453/8416 [00:36<00:32, 123.21it/s]
    Epoch 1:  88%|████████▊ | 29703/33666 [16:21<02:11, 30.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4454/8416 [00:36<00:32, 123.21it/s]
    Epoch 1:  88%|████████▊ | 29704/33666 [16:21<02:10, 30.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4455/8416 [00:36<00:32, 123.21it/s]
    Epoch 1:  88%|████████▊ | 29705/33666 [16:21<02:10, 30.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4456/8416 [00:36<00:32, 123.21it/s]
    Epoch 1:  88%|████████▊ | 29706/33666 [16:22<02:10, 30.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4457/8416 [00:36<00:32, 123.21it/s]
    Epoch 1:  88%|████████▊ | 29707/33666 [16:22<02:10, 30.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4458/8416 [00:36<00:32, 123.21it/s]
    Epoch 1:  88%|████████▊ | 29708/33666 [16:22<02:10, 30.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4459/8416 [00:36<00:32, 123.21it/s]
    Epoch 1:  88%|████████▊ | 29709/33666 [16:22<02:10, 30.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4460/8416 [00:36<00:32, 123.21it/s]
    Epoch 1:  88%|████████▊ | 29710/33666 [16:22<02:10, 30.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4461/8416 [00:36<00:32, 123.21it/s]
    Epoch 1:  88%|████████▊ | 29711/33666 [16:22<02:10, 30.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4462/8416 [00:36<00:32, 123.21it/s]
    Epoch 1:  88%|████████▊ | 29712/33666 [16:22<02:10, 30.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4463/8416 [00:36<00:32, 123.21it/s]
    Epoch 1:  88%|████████▊ | 29713/33666 [16:22<02:10, 30.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4464/8416 [00:36<00:32, 123.22it/s]
    Epoch 1:  88%|████████▊ | 29714/33666 [16:22<02:10, 30.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4465/8416 [00:36<00:32, 123.22it/s]
    Epoch 1:  88%|████████▊ | 29715/33666 [16:22<02:10, 30.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4466/8416 [00:36<00:32, 123.22it/s]
    Epoch 1:  88%|████████▊ | 29716/33666 [16:22<02:10, 30.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4467/8416 [00:36<00:32, 123.22it/s]
    Epoch 1:  88%|████████▊ | 29717/33666 [16:22<02:10, 30.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4468/8416 [00:36<00:32, 123.22it/s]
    Epoch 1:  88%|████████▊ | 29718/33666 [16:22<02:10, 30.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4469/8416 [00:36<00:32, 123.22it/s]
    Epoch 1:  88%|████████▊ | 29719/33666 [16:22<02:10, 30.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4470/8416 [00:36<00:32, 123.22it/s]
    Epoch 1:  88%|████████▊ | 29720/33666 [16:22<02:10, 30.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4471/8416 [00:36<00:32, 123.22it/s]
    Epoch 1:  88%|████████▊ | 29721/33666 [16:22<02:10, 30.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4472/8416 [00:36<00:32, 123.22it/s]
    Epoch 1:  88%|████████▊ | 29722/33666 [16:22<02:10, 30.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4473/8416 [00:36<00:31, 123.22it/s]
    Epoch 1:  88%|████████▊ | 29723/33666 [16:22<02:10, 30.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4474/8416 [00:36<00:31, 123.22it/s]
    Epoch 1:  88%|████████▊ | 29724/33666 [16:22<02:10, 30.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4475/8416 [00:36<00:31, 123.23it/s]
    Epoch 1:  88%|████████▊ | 29725/33666 [16:22<02:10, 30.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4476/8416 [00:36<00:31, 123.23it/s]
    Epoch 1:  88%|████████▊ | 29726/33666 [16:22<02:10, 30.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4477/8416 [00:36<00:31, 123.23it/s]
    Epoch 1:  88%|████████▊ | 29727/33666 [16:22<02:10, 30.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4478/8416 [00:36<00:31, 123.23it/s]
    Epoch 1:  88%|████████▊ | 29728/33666 [16:22<02:10, 30.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4479/8416 [00:36<00:31, 123.23it/s]
    Epoch 1:  88%|████████▊ | 29729/33666 [16:22<02:10, 30.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4480/8416 [00:36<00:31, 123.23it/s]
    Epoch 1:  88%|████████▊ | 29730/33666 [16:22<02:10, 30.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4481/8416 [00:36<00:31, 123.23it/s]
    Epoch 1:  88%|████████▊ | 29731/33666 [16:22<02:09, 30.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4482/8416 [00:36<00:31, 123.23it/s]
    Epoch 1:  88%|████████▊ | 29732/33666 [16:22<02:09, 30.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4483/8416 [00:36<00:31, 123.23it/s]
    Epoch 1:  88%|████████▊ | 29733/33666 [16:22<02:09, 30.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4484/8416 [00:36<00:31, 123.23it/s]
    Epoch 1:  88%|████████▊ | 29734/33666 [16:22<02:09, 30.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4485/8416 [00:36<00:31, 123.23it/s]
    Epoch 1:  88%|████████▊ | 29735/33666 [16:22<02:09, 30.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4486/8416 [00:36<00:31, 123.23it/s]
    Epoch 1:  88%|████████▊ | 29736/33666 [16:22<02:09, 30.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4487/8416 [00:36<00:31, 123.23it/s]
    Epoch 1:  88%|████████▊ | 29737/33666 [16:22<02:09, 30.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4488/8416 [00:36<00:31, 123.24it/s]
    Epoch 1:  88%|████████▊ | 29738/33666 [16:22<02:09, 30.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4489/8416 [00:36<00:31, 123.24it/s]
    Epoch 1:  88%|████████▊ | 29739/33666 [16:22<02:09, 30.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4490/8416 [00:36<00:31, 123.24it/s]
    Epoch 1:  88%|████████▊ | 29740/33666 [16:22<02:09, 30.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4491/8416 [00:36<00:31, 123.24it/s]
    Epoch 1:  88%|████████▊ | 29741/33666 [16:22<02:09, 30.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4492/8416 [00:36<00:31, 123.24it/s]
    Epoch 1:  88%|████████▊ | 29742/33666 [16:22<02:09, 30.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4493/8416 [00:36<00:31, 123.24it/s]
    Epoch 1:  88%|████████▊ | 29743/33666 [16:22<02:09, 30.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4494/8416 [00:36<00:31, 123.24it/s]
    Epoch 1:  88%|████████▊ | 29744/33666 [16:22<02:09, 30.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4495/8416 [00:36<00:31, 123.24it/s]
    Epoch 1:  88%|████████▊ | 29745/33666 [16:22<02:09, 30.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4496/8416 [00:36<00:31, 123.24it/s]
    Epoch 1:  88%|████████▊ | 29746/33666 [16:22<02:09, 30.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4497/8416 [00:36<00:31, 123.25it/s]
    Epoch 1:  88%|████████▊ | 29747/33666 [16:22<02:09, 30.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4498/8416 [00:36<00:31, 123.25it/s]
    Epoch 1:  88%|████████▊ | 29748/33666 [16:22<02:09, 30.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4499/8416 [00:36<00:31, 123.25it/s]
    Epoch 1:  88%|████████▊ | 29749/33666 [16:22<02:09, 30.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4500/8416 [00:36<00:31, 123.25it/s]
    Epoch 1:  88%|████████▊ | 29750/33666 [16:22<02:09, 30.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4501/8416 [00:36<00:31, 123.25it/s]
    Epoch 1:  88%|████████▊ | 29751/33666 [16:22<02:09, 30.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4502/8416 [00:36<00:31, 123.25it/s]
    Epoch 1:  88%|████████▊ | 29752/33666 [16:22<02:09, 30.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4503/8416 [00:36<00:31, 123.25it/s]
    Epoch 1:  88%|████████▊ | 29753/33666 [16:22<02:09, 30.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4504/8416 [00:36<00:31, 123.25it/s]
    Epoch 1:  88%|████████▊ | 29754/33666 [16:22<02:09, 30.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4505/8416 [00:36<00:31, 123.25it/s]
    Epoch 1:  88%|████████▊ | 29755/33666 [16:22<02:09, 30.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4506/8416 [00:36<00:31, 123.25it/s]
    Epoch 1:  88%|████████▊ | 29756/33666 [16:22<02:09, 30.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4507/8416 [00:36<00:31, 123.26it/s]
    Epoch 1:  88%|████████▊ | 29757/33666 [16:22<02:09, 30.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4508/8416 [00:36<00:31, 123.26it/s]
    Epoch 1:  88%|████████▊ | 29758/33666 [16:22<02:09, 30.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4509/8416 [00:36<00:31, 123.26it/s]
    Epoch 1:  88%|████████▊ | 29759/33666 [16:22<02:08, 30.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4510/8416 [00:36<00:31, 123.26it/s]
    Epoch 1:  88%|████████▊ | 29760/33666 [16:22<02:08, 30.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4511/8416 [00:36<00:31, 123.26it/s]
    Epoch 1:  88%|████████▊ | 29761/33666 [16:22<02:08, 30.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4512/8416 [00:36<00:31, 123.26it/s]
    Epoch 1:  88%|████████▊ | 29762/33666 [16:22<02:08, 30.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4513/8416 [00:36<00:31, 123.26it/s]
    Epoch 1:  88%|████████▊ | 29763/33666 [16:22<02:08, 30.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4514/8416 [00:36<00:31, 123.26it/s]
    Epoch 1:  88%|████████▊ | 29764/33666 [16:22<02:08, 30.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4515/8416 [00:36<00:31, 123.26it/s]
    Epoch 1:  88%|████████▊ | 29765/33666 [16:22<02:08, 30.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4516/8416 [00:36<00:31, 123.26it/s]
    Epoch 1:  88%|████████▊ | 29766/33666 [16:22<02:08, 30.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4517/8416 [00:36<00:31, 123.26it/s]
    Epoch 1:  88%|████████▊ | 29767/33666 [16:22<02:08, 30.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4518/8416 [00:36<00:31, 123.27it/s]
    Epoch 1:  88%|████████▊ | 29768/33666 [16:22<02:08, 30.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4519/8416 [00:36<00:31, 123.27it/s]
    Epoch 1:  88%|████████▊ | 29769/33666 [16:22<02:08, 30.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4520/8416 [00:36<00:31, 123.27it/s]
    Epoch 1:  88%|████████▊ | 29770/33666 [16:22<02:08, 30.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4521/8416 [00:36<00:31, 123.27it/s]
    Epoch 1:  88%|████████▊ | 29771/33666 [16:22<02:08, 30.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4522/8416 [00:36<00:31, 123.27it/s]
    Epoch 1:  88%|████████▊ | 29772/33666 [16:22<02:08, 30.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4523/8416 [00:36<00:31, 123.27it/s]
    Epoch 1:  88%|████████▊ | 29773/33666 [16:22<02:08, 30.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4524/8416 [00:36<00:31, 123.27it/s]
    Epoch 1:  88%|████████▊ | 29774/33666 [16:22<02:08, 30.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4525/8416 [00:36<00:31, 123.27it/s]
    Epoch 1:  88%|████████▊ | 29775/33666 [16:22<02:08, 30.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4526/8416 [00:36<00:31, 123.27it/s]
    Epoch 1:  88%|████████▊ | 29776/33666 [16:22<02:08, 30.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4527/8416 [00:36<00:31, 123.27it/s]
    Epoch 1:  88%|████████▊ | 29777/33666 [16:22<02:08, 30.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4528/8416 [00:36<00:31, 123.27it/s]
    Epoch 1:  88%|████████▊ | 29778/33666 [16:22<02:08, 30.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4529/8416 [00:36<00:31, 123.28it/s]
    Epoch 1:  88%|████████▊ | 29779/33666 [16:22<02:08, 30.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4530/8416 [00:36<00:31, 123.28it/s]
    Epoch 1:  88%|████████▊ | 29780/33666 [16:22<02:08, 30.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4531/8416 [00:36<00:31, 123.28it/s]
    Epoch 1:  88%|████████▊ | 29781/33666 [16:22<02:08, 30.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4532/8416 [00:36<00:31, 123.28it/s]
    Epoch 1:  88%|████████▊ | 29782/33666 [16:22<02:08, 30.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4533/8416 [00:36<00:31, 123.28it/s]
    Epoch 1:  88%|████████▊ | 29783/33666 [16:22<02:08, 30.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4534/8416 [00:36<00:31, 123.28it/s]
    Epoch 1:  88%|████████▊ | 29784/33666 [16:22<02:08, 30.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4535/8416 [00:36<00:31, 123.28it/s]
    Epoch 1:  88%|████████▊ | 29785/33666 [16:22<02:08, 30.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4536/8416 [00:36<00:31, 123.28it/s]
    Epoch 1:  88%|████████▊ | 29786/33666 [16:22<02:08, 30.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4537/8416 [00:36<00:31, 123.28it/s]
    Epoch 1:  88%|████████▊ | 29787/33666 [16:22<02:07, 30.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4538/8416 [00:36<00:31, 123.28it/s]
    Epoch 1:  88%|████████▊ | 29788/33666 [16:22<02:07, 30.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4539/8416 [00:36<00:31, 123.28it/s]
    Epoch 1:  88%|████████▊ | 29789/33666 [16:22<02:07, 30.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4540/8416 [00:36<00:31, 123.29it/s]
    Epoch 1:  88%|████████▊ | 29790/33666 [16:22<02:07, 30.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4541/8416 [00:36<00:31, 123.29it/s]
    Epoch 1:  88%|████████▊ | 29791/33666 [16:22<02:07, 30.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4542/8416 [00:36<00:31, 123.29it/s]
    Epoch 1:  88%|████████▊ | 29792/33666 [16:22<02:07, 30.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4543/8416 [00:36<00:31, 123.29it/s]
    Epoch 1:  88%|████████▊ | 29793/33666 [16:22<02:07, 30.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4544/8416 [00:36<00:31, 123.29it/s]
    Epoch 1:  88%|████████▊ | 29794/33666 [16:22<02:07, 30.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4545/8416 [00:36<00:31, 123.29it/s]
    Epoch 1:  89%|████████▊ | 29795/33666 [16:22<02:07, 30.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4546/8416 [00:36<00:31, 123.29it/s]
    Epoch 1:  89%|████████▊ | 29796/33666 [16:22<02:07, 30.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4547/8416 [00:36<00:31, 123.29it/s]
    Epoch 1:  89%|████████▊ | 29797/33666 [16:22<02:07, 30.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4548/8416 [00:36<00:31, 123.29it/s]
    Epoch 1:  89%|████████▊ | 29798/33666 [16:22<02:07, 30.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4549/8416 [00:36<00:31, 123.29it/s]
    Epoch 1:  89%|████████▊ | 29799/33666 [16:22<02:07, 30.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4550/8416 [00:36<00:31, 123.29it/s]
    Epoch 1:  89%|████████▊ | 29800/33666 [16:22<02:07, 30.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4551/8416 [00:36<00:31, 123.29it/s]
    Epoch 1:  89%|████████▊ | 29801/33666 [16:22<02:07, 30.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4552/8416 [00:36<00:31, 123.29it/s]
    Epoch 1:  89%|████████▊ | 29802/33666 [16:22<02:07, 30.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4553/8416 [00:36<00:31, 123.29it/s]
    Epoch 1:  89%|████████▊ | 29803/33666 [16:22<02:07, 30.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4554/8416 [00:36<00:31, 123.30it/s]
    Epoch 1:  89%|████████▊ | 29804/33666 [16:22<02:07, 30.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4555/8416 [00:36<00:31, 123.30it/s]
    Epoch 1:  89%|████████▊ | 29805/33666 [16:22<02:07, 30.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4556/8416 [00:36<00:31, 123.30it/s]
    Epoch 1:  89%|████████▊ | 29806/33666 [16:22<02:07, 30.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4557/8416 [00:36<00:31, 123.30it/s]
    Epoch 1:  89%|████████▊ | 29807/33666 [16:22<02:07, 30.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4558/8416 [00:36<00:31, 123.30it/s]
    Epoch 1:  89%|████████▊ | 29808/33666 [16:22<02:07, 30.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4559/8416 [00:36<00:31, 123.30it/s]
    Epoch 1:  89%|████████▊ | 29809/33666 [16:22<02:07, 30.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4560/8416 [00:36<00:31, 123.30it/s]
    Epoch 1:  89%|████████▊ | 29810/33666 [16:22<02:07, 30.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4561/8416 [00:36<00:31, 123.30it/s]
    Epoch 1:  89%|████████▊ | 29811/33666 [16:22<02:07, 30.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4562/8416 [00:36<00:31, 123.30it/s]
    Epoch 1:  89%|████████▊ | 29812/33666 [16:22<02:07, 30.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4563/8416 [00:37<00:31, 123.30it/s]
    Epoch 1:  89%|████████▊ | 29813/33666 [16:22<02:07, 30.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4564/8416 [00:37<00:31, 123.31it/s]
    Epoch 1:  89%|████████▊ | 29814/33666 [16:22<02:06, 30.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4565/8416 [00:37<00:31, 123.31it/s]
    Epoch 1:  89%|████████▊ | 29815/33666 [16:22<02:06, 30.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4566/8416 [00:37<00:31, 123.31it/s]
    Epoch 1:  89%|████████▊ | 29816/33666 [16:22<02:06, 30.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4567/8416 [00:37<00:31, 123.31it/s]
    Epoch 1:  89%|████████▊ | 29817/33666 [16:22<02:06, 30.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4568/8416 [00:37<00:31, 123.31it/s]
    Epoch 1:  89%|████████▊ | 29818/33666 [16:22<02:06, 30.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4569/8416 [00:37<00:31, 123.31it/s]
    Epoch 1:  89%|████████▊ | 29819/33666 [16:22<02:06, 30.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4570/8416 [00:37<00:31, 123.31it/s]
    Epoch 1:  89%|████████▊ | 29820/33666 [16:22<02:06, 30.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4571/8416 [00:37<00:31, 123.31it/s]
    Epoch 1:  89%|████████▊ | 29821/33666 [16:22<02:06, 30.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4572/8416 [00:37<00:31, 123.31it/s]
    Epoch 1:  89%|████████▊ | 29822/33666 [16:22<02:06, 30.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4573/8416 [00:37<00:31, 123.31it/s]
    Epoch 1:  89%|████████▊ | 29823/33666 [16:22<02:06, 30.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4574/8416 [00:37<00:31, 123.32it/s]
    Epoch 1:  89%|████████▊ | 29824/33666 [16:22<02:06, 30.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4575/8416 [00:37<00:31, 123.32it/s]
    Epoch 1:  89%|████████▊ | 29825/33666 [16:22<02:06, 30.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4576/8416 [00:37<00:31, 123.32it/s]
    Epoch 1:  89%|████████▊ | 29826/33666 [16:22<02:06, 30.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4577/8416 [00:37<00:31, 123.32it/s]
    Epoch 1:  89%|████████▊ | 29827/33666 [16:22<02:06, 30.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4578/8416 [00:37<00:31, 123.32it/s]
    Epoch 1:  89%|████████▊ | 29828/33666 [16:22<02:06, 30.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4579/8416 [00:37<00:31, 123.32it/s]
    Epoch 1:  89%|████████▊ | 29829/33666 [16:22<02:06, 30.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4580/8416 [00:37<00:31, 123.32it/s]
    Epoch 1:  89%|████████▊ | 29830/33666 [16:22<02:06, 30.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4581/8416 [00:37<00:31, 123.32it/s]
    Epoch 1:  89%|████████▊ | 29831/33666 [16:22<02:06, 30.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4582/8416 [00:37<00:31, 123.32it/s]
    Epoch 1:  89%|████████▊ | 29832/33666 [16:22<02:06, 30.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4583/8416 [00:37<00:31, 123.32it/s]
    Epoch 1:  89%|████████▊ | 29833/33666 [16:23<02:06, 30.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4584/8416 [00:37<00:31, 123.33it/s]
    Epoch 1:  89%|████████▊ | 29834/33666 [16:23<02:06, 30.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4585/8416 [00:37<00:31, 123.33it/s]
    Epoch 1:  89%|████████▊ | 29835/33666 [16:23<02:06, 30.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4586/8416 [00:37<00:31, 123.33it/s]
    Epoch 1:  89%|████████▊ | 29836/33666 [16:23<02:06, 30.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4587/8416 [00:37<00:31, 123.33it/s]
    Epoch 1:  89%|████████▊ | 29837/33666 [16:23<02:06, 30.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4588/8416 [00:37<00:31, 123.33it/s]
    Epoch 1:  89%|████████▊ | 29838/33666 [16:23<02:06, 30.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4589/8416 [00:37<00:31, 123.33it/s]
    Epoch 1:  89%|████████▊ | 29839/33666 [16:23<02:06, 30.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4590/8416 [00:37<00:31, 123.33it/s]
    Epoch 1:  89%|████████▊ | 29840/33666 [16:23<02:06, 30.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4591/8416 [00:37<00:31, 123.33it/s]
    Epoch 1:  89%|████████▊ | 29841/33666 [16:23<02:06, 30.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4592/8416 [00:37<00:31, 123.33it/s]
    Epoch 1:  89%|████████▊ | 29842/33666 [16:23<02:05, 30.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4593/8416 [00:37<00:30, 123.33it/s]
    Epoch 1:  89%|████████▊ | 29843/33666 [16:23<02:05, 30.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4594/8416 [00:37<00:30, 123.33it/s]
    Epoch 1:  89%|████████▊ | 29844/33666 [16:23<02:05, 30.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4595/8416 [00:37<00:30, 123.34it/s]
    Epoch 1:  89%|████████▊ | 29845/33666 [16:23<02:05, 30.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4596/8416 [00:37<00:30, 123.34it/s]
    Epoch 1:  89%|████████▊ | 29846/33666 [16:23<02:05, 30.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4597/8416 [00:37<00:30, 123.34it/s]
    Epoch 1:  89%|████████▊ | 29847/33666 [16:23<02:05, 30.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4598/8416 [00:37<00:30, 123.34it/s]
    Epoch 1:  89%|████████▊ | 29848/33666 [16:23<02:05, 30.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4599/8416 [00:37<00:30, 123.34it/s]
    Epoch 1:  89%|████████▊ | 29849/33666 [16:23<02:05, 30.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4600/8416 [00:37<00:30, 123.34it/s]
    Epoch 1:  89%|████████▊ | 29850/33666 [16:23<02:05, 30.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4601/8416 [00:37<00:30, 123.34it/s]
    Epoch 1:  89%|████████▊ | 29851/33666 [16:23<02:05, 30.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4602/8416 [00:37<00:30, 123.34it/s]
    Epoch 1:  89%|████████▊ | 29852/33666 [16:23<02:05, 30.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4603/8416 [00:37<00:30, 123.34it/s]
    Epoch 1:  89%|████████▊ | 29853/33666 [16:23<02:05, 30.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4604/8416 [00:37<00:30, 123.34it/s]
    Epoch 1:  89%|████████▊ | 29854/33666 [16:23<02:05, 30.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4605/8416 [00:37<00:30, 123.34it/s]
    Epoch 1:  89%|████████▊ | 29855/33666 [16:23<02:05, 30.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4606/8416 [00:37<00:30, 123.34it/s]
    Epoch 1:  89%|████████▊ | 29856/33666 [16:23<02:05, 30.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4607/8416 [00:37<00:30, 123.35it/s]
    Epoch 1:  89%|████████▊ | 29857/33666 [16:23<02:05, 30.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4608/8416 [00:37<00:30, 123.35it/s]
    Epoch 1:  89%|████████▊ | 29858/33666 [16:23<02:05, 30.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4609/8416 [00:37<00:30, 123.35it/s]
    Epoch 1:  89%|████████▊ | 29859/33666 [16:23<02:05, 30.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4610/8416 [00:37<00:30, 123.35it/s]
    Epoch 1:  89%|████████▊ | 29860/33666 [16:23<02:05, 30.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4611/8416 [00:37<00:30, 123.35it/s]
    Epoch 1:  89%|████████▊ | 29861/33666 [16:23<02:05, 30.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4612/8416 [00:37<00:30, 123.35it/s]
    Epoch 1:  89%|████████▊ | 29862/33666 [16:23<02:05, 30.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4613/8416 [00:37<00:30, 123.35it/s]
    Epoch 1:  89%|████████▊ | 29863/33666 [16:23<02:05, 30.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4614/8416 [00:37<00:30, 123.35it/s]
    Epoch 1:  89%|████████▊ | 29864/33666 [16:23<02:05, 30.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4615/8416 [00:37<00:30, 123.35it/s]
    Epoch 1:  89%|████████▊ | 29865/33666 [16:23<02:05, 30.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4616/8416 [00:37<00:30, 123.35it/s]
    Epoch 1:  89%|████████▊ | 29866/33666 [16:23<02:05, 30.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4617/8416 [00:37<00:30, 123.35it/s]
    Epoch 1:  89%|████████▊ | 29867/33666 [16:23<02:05, 30.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4618/8416 [00:37<00:30, 123.35it/s]
    Epoch 1:  89%|████████▊ | 29868/33666 [16:23<02:05, 30.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4619/8416 [00:37<00:30, 123.35it/s]
    Epoch 1:  89%|████████▊ | 29869/33666 [16:23<02:04, 30.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4620/8416 [00:37<00:30, 123.36it/s]
    Epoch 1:  89%|████████▊ | 29870/33666 [16:23<02:04, 30.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4621/8416 [00:37<00:30, 123.36it/s]
    Epoch 1:  89%|████████▊ | 29871/33666 [16:23<02:04, 30.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4622/8416 [00:37<00:30, 123.36it/s]
    Epoch 1:  89%|████████▊ | 29872/33666 [16:23<02:04, 30.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4623/8416 [00:37<00:30, 123.36it/s]
    Epoch 1:  89%|████████▊ | 29873/33666 [16:23<02:04, 30.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4624/8416 [00:37<00:30, 123.36it/s]
    Epoch 1:  89%|████████▊ | 29874/33666 [16:23<02:04, 30.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4625/8416 [00:37<00:30, 123.36it/s]
    Epoch 1:  89%|████████▊ | 29875/33666 [16:23<02:04, 30.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4626/8416 [00:37<00:30, 123.36it/s]
    Epoch 1:  89%|████████▊ | 29876/33666 [16:23<02:04, 30.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4627/8416 [00:37<00:30, 123.36it/s]
    Epoch 1:  89%|████████▊ | 29877/33666 [16:23<02:04, 30.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4628/8416 [00:37<00:30, 123.36it/s]
    Epoch 1:  89%|████████▊ | 29878/33666 [16:23<02:04, 30.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4629/8416 [00:37<00:30, 123.36it/s]
    Epoch 1:  89%|████████▉ | 29879/33666 [16:23<02:04, 30.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4630/8416 [00:37<00:30, 123.36it/s]
    Epoch 1:  89%|████████▉ | 29880/33666 [16:23<02:04, 30.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4631/8416 [00:37<00:30, 123.37it/s]
    Epoch 1:  89%|████████▉ | 29881/33666 [16:23<02:04, 30.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4632/8416 [00:37<00:30, 123.37it/s]
    Epoch 1:  89%|████████▉ | 29882/33666 [16:23<02:04, 30.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4633/8416 [00:37<00:30, 123.37it/s]
    Epoch 1:  89%|████████▉ | 29883/33666 [16:23<02:04, 30.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4634/8416 [00:37<00:30, 123.37it/s]
    Epoch 1:  89%|████████▉ | 29884/33666 [16:23<02:04, 30.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4635/8416 [00:37<00:30, 123.37it/s]
    Epoch 1:  89%|████████▉ | 29885/33666 [16:23<02:04, 30.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4636/8416 [00:37<00:30, 123.37it/s]
    Epoch 1:  89%|████████▉ | 29886/33666 [16:23<02:04, 30.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4637/8416 [00:37<00:30, 123.37it/s]
    Epoch 1:  89%|████████▉ | 29887/33666 [16:23<02:04, 30.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4638/8416 [00:37<00:30, 123.37it/s]
    Epoch 1:  89%|████████▉ | 29888/33666 [16:23<02:04, 30.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4639/8416 [00:37<00:30, 123.37it/s]
    Epoch 1:  89%|████████▉ | 29889/33666 [16:23<02:04, 30.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4640/8416 [00:37<00:30, 123.37it/s]
    Epoch 1:  89%|████████▉ | 29890/33666 [16:23<02:04, 30.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4641/8416 [00:37<00:30, 123.37it/s]
    Epoch 1:  89%|████████▉ | 29891/33666 [16:23<02:04, 30.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4642/8416 [00:37<00:30, 123.38it/s]
    Epoch 1:  89%|████████▉ | 29892/33666 [16:23<02:04, 30.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4643/8416 [00:37<00:30, 123.38it/s]
    Epoch 1:  89%|████████▉ | 29893/33666 [16:23<02:04, 30.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4644/8416 [00:37<00:30, 123.38it/s]
    Epoch 1:  89%|████████▉ | 29894/33666 [16:23<02:04, 30.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4645/8416 [00:37<00:30, 123.38it/s]
    Epoch 1:  89%|████████▉ | 29895/33666 [16:23<02:04, 30.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4646/8416 [00:37<00:30, 123.38it/s]
    Epoch 1:  89%|████████▉ | 29896/33666 [16:23<02:04, 30.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4647/8416 [00:37<00:30, 123.38it/s]
    Epoch 1:  89%|████████▉ | 29897/33666 [16:23<02:03, 30.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4648/8416 [00:37<00:30, 123.38it/s]
    Epoch 1:  89%|████████▉ | 29898/33666 [16:23<02:03, 30.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4649/8416 [00:37<00:30, 123.38it/s]
    Epoch 1:  89%|████████▉ | 29899/33666 [16:23<02:03, 30.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4650/8416 [00:37<00:30, 123.38it/s]
    Epoch 1:  89%|████████▉ | 29900/33666 [16:23<02:03, 30.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4651/8416 [00:37<00:30, 123.38it/s]
    Epoch 1:  89%|████████▉ | 29901/33666 [16:23<02:03, 30.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4652/8416 [00:37<00:30, 123.38it/s]
    Epoch 1:  89%|████████▉ | 29902/33666 [16:23<02:03, 30.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4653/8416 [00:37<00:30, 123.38it/s]
    Epoch 1:  89%|████████▉ | 29903/33666 [16:23<02:03, 30.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4654/8416 [00:37<00:30, 123.38it/s]
    Epoch 1:  89%|████████▉ | 29904/33666 [16:23<02:03, 30.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4655/8416 [00:37<00:30, 123.39it/s]
    Epoch 1:  89%|████████▉ | 29905/33666 [16:23<02:03, 30.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4656/8416 [00:37<00:30, 123.39it/s]
    Epoch 1:  89%|████████▉ | 29906/33666 [16:23<02:03, 30.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4657/8416 [00:37<00:30, 123.39it/s]
    Epoch 1:  89%|████████▉ | 29907/33666 [16:23<02:03, 30.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4658/8416 [00:37<00:30, 123.39it/s]
    Epoch 1:  89%|████████▉ | 29908/33666 [16:23<02:03, 30.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4659/8416 [00:37<00:30, 123.39it/s]
    Epoch 1:  89%|████████▉ | 29909/33666 [16:23<02:03, 30.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4660/8416 [00:37<00:30, 123.39it/s]
    Epoch 1:  89%|████████▉ | 29910/33666 [16:23<02:03, 30.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4661/8416 [00:37<00:30, 123.39it/s]
    Epoch 1:  89%|████████▉ | 29911/33666 [16:23<02:03, 30.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4662/8416 [00:37<00:30, 123.39it/s]
    Epoch 1:  89%|████████▉ | 29912/33666 [16:23<02:03, 30.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4663/8416 [00:37<00:30, 123.39it/s]
    Epoch 1:  89%|████████▉ | 29913/33666 [16:23<02:03, 30.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4664/8416 [00:37<00:30, 123.39it/s]
    Epoch 1:  89%|████████▉ | 29914/33666 [16:23<02:03, 30.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4665/8416 [00:37<00:30, 123.39it/s]
    Epoch 1:  89%|████████▉ | 29915/33666 [16:23<02:03, 30.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4666/8416 [00:37<00:30, 123.39it/s]
    Epoch 1:  89%|████████▉ | 29916/33666 [16:23<02:03, 30.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4667/8416 [00:37<00:30, 123.39it/s]
    Epoch 1:  89%|████████▉ | 29917/33666 [16:23<02:03, 30.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4668/8416 [00:37<00:30, 123.40it/s]
    Epoch 1:  89%|████████▉ | 29918/33666 [16:23<02:03, 30.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4669/8416 [00:37<00:30, 123.40it/s]
    Epoch 1:  89%|████████▉ | 29919/33666 [16:23<02:03, 30.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4670/8416 [00:37<00:30, 123.40it/s]
    Epoch 1:  89%|████████▉ | 29920/33666 [16:23<02:03, 30.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4671/8416 [00:37<00:30, 123.40it/s]
    Epoch 1:  89%|████████▉ | 29921/33666 [16:23<02:03, 30.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4672/8416 [00:37<00:30, 123.40it/s]
    Epoch 1:  89%|████████▉ | 29922/33666 [16:23<02:03, 30.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4673/8416 [00:37<00:30, 123.40it/s]
    Epoch 1:  89%|████████▉ | 29923/33666 [16:23<02:03, 30.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4674/8416 [00:37<00:30, 123.40it/s]
    Epoch 1:  89%|████████▉ | 29924/33666 [16:23<02:03, 30.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4675/8416 [00:37<00:30, 123.40it/s]
    Epoch 1:  89%|████████▉ | 29925/33666 [16:23<02:02, 30.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4676/8416 [00:37<00:30, 123.40it/s]
    Epoch 1:  89%|████████▉ | 29926/33666 [16:23<02:02, 30.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4677/8416 [00:37<00:30, 123.40it/s]
    Epoch 1:  89%|████████▉ | 29927/33666 [16:23<02:02, 30.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4678/8416 [00:37<00:30, 123.40it/s]
    Epoch 1:  89%|████████▉ | 29928/33666 [16:23<02:02, 30.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4679/8416 [00:37<00:30, 123.40it/s]
    Epoch 1:  89%|████████▉ | 29929/33666 [16:23<02:02, 30.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4680/8416 [00:37<00:30, 123.40it/s]
    Epoch 1:  89%|████████▉ | 29930/33666 [16:23<02:02, 30.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4681/8416 [00:37<00:30, 123.40it/s]
    Epoch 1:  89%|████████▉ | 29931/33666 [16:23<02:02, 30.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4682/8416 [00:37<00:30, 123.40it/s]
    Epoch 1:  89%|████████▉ | 29932/33666 [16:23<02:02, 30.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4683/8416 [00:37<00:30, 123.40it/s]
    Epoch 1:  89%|████████▉ | 29933/33666 [16:23<02:02, 30.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4684/8416 [00:37<00:30, 123.40it/s]
    Epoch 1:  89%|████████▉ | 29934/33666 [16:23<02:02, 30.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4685/8416 [00:37<00:30, 123.41it/s]
    Epoch 1:  89%|████████▉ | 29935/33666 [16:23<02:02, 30.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4686/8416 [00:37<00:30, 123.41it/s]
    Epoch 1:  89%|████████▉ | 29936/33666 [16:23<02:02, 30.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4687/8416 [00:37<00:30, 123.41it/s]
    Epoch 1:  89%|████████▉ | 29937/33666 [16:23<02:02, 30.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4688/8416 [00:37<00:30, 123.41it/s]
    Epoch 1:  89%|████████▉ | 29938/33666 [16:23<02:02, 30.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4689/8416 [00:37<00:30, 123.41it/s]
    Epoch 1:  89%|████████▉ | 29939/33666 [16:23<02:02, 30.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4690/8416 [00:38<00:30, 123.41it/s]
    Epoch 1:  89%|████████▉ | 29940/33666 [16:23<02:02, 30.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4691/8416 [00:38<00:30, 123.41it/s]
    Epoch 1:  89%|████████▉ | 29941/33666 [16:23<02:02, 30.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4692/8416 [00:38<00:30, 123.41it/s]
    Epoch 1:  89%|████████▉ | 29942/33666 [16:23<02:02, 30.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4693/8416 [00:38<00:30, 123.41it/s]
    Epoch 1:  89%|████████▉ | 29943/33666 [16:23<02:02, 30.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4694/8416 [00:38<00:30, 123.41it/s]
    Epoch 1:  89%|████████▉ | 29944/33666 [16:23<02:02, 30.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4695/8416 [00:38<00:30, 123.41it/s]
    Epoch 1:  89%|████████▉ | 29945/33666 [16:23<02:02, 30.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4696/8416 [00:38<00:30, 123.42it/s]
    Epoch 1:  89%|████████▉ | 29946/33666 [16:23<02:02, 30.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4697/8416 [00:38<00:30, 123.42it/s]
    Epoch 1:  89%|████████▉ | 29947/33666 [16:23<02:02, 30.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4698/8416 [00:38<00:30, 123.42it/s]
    Epoch 1:  89%|████████▉ | 29948/33666 [16:23<02:02, 30.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4699/8416 [00:38<00:30, 123.42it/s]
    Epoch 1:  89%|████████▉ | 29949/33666 [16:23<02:02, 30.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4700/8416 [00:38<00:30, 123.42it/s]
    Epoch 1:  89%|████████▉ | 29950/33666 [16:23<02:02, 30.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4701/8416 [00:38<00:30, 123.42it/s]
    Epoch 1:  89%|████████▉ | 29951/33666 [16:23<02:02, 30.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4702/8416 [00:38<00:30, 123.42it/s]
    Epoch 1:  89%|████████▉ | 29952/33666 [16:23<02:02, 30.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4703/8416 [00:38<00:30, 123.42it/s]
    Epoch 1:  89%|████████▉ | 29953/33666 [16:23<02:01, 30.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4704/8416 [00:38<00:30, 123.42it/s]
    Epoch 1:  89%|████████▉ | 29954/33666 [16:23<02:01, 30.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4705/8416 [00:38<00:30, 123.42it/s]
    Epoch 1:  89%|████████▉ | 29955/33666 [16:23<02:01, 30.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4706/8416 [00:38<00:30, 123.42it/s]
    Epoch 1:  89%|████████▉ | 29956/33666 [16:23<02:01, 30.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4707/8416 [00:38<00:30, 123.43it/s]
    Epoch 1:  89%|████████▉ | 29957/33666 [16:23<02:01, 30.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4708/8416 [00:38<00:30, 123.43it/s]
    Epoch 1:  89%|████████▉ | 29958/33666 [16:23<02:01, 30.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4709/8416 [00:38<00:30, 123.43it/s]
    Epoch 1:  89%|████████▉ | 29959/33666 [16:23<02:01, 30.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4710/8416 [00:38<00:30, 123.43it/s]
    Epoch 1:  89%|████████▉ | 29960/33666 [16:23<02:01, 30.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4711/8416 [00:38<00:30, 123.43it/s]
    Epoch 1:  89%|████████▉ | 29961/33666 [16:24<02:01, 30.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4712/8416 [00:38<00:30, 123.43it/s]
    Epoch 1:  89%|████████▉ | 29962/33666 [16:24<02:01, 30.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4713/8416 [00:38<00:30, 123.43it/s]
    Epoch 1:  89%|████████▉ | 29963/33666 [16:24<02:01, 30.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4714/8416 [00:38<00:29, 123.43it/s]
    Epoch 1:  89%|████████▉ | 29964/33666 [16:24<02:01, 30.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4715/8416 [00:38<00:29, 123.43it/s]
    Epoch 1:  89%|████████▉ | 29965/33666 [16:24<02:01, 30.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4716/8416 [00:38<00:29, 123.43it/s]
    Epoch 1:  89%|████████▉ | 29966/33666 [16:24<02:01, 30.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4717/8416 [00:38<00:29, 123.43it/s]
    Epoch 1:  89%|████████▉ | 29967/33666 [16:24<02:01, 30.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4718/8416 [00:38<00:29, 123.43it/s]
    Epoch 1:  89%|████████▉ | 29968/33666 [16:24<02:01, 30.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4719/8416 [00:38<00:29, 123.44it/s]
    Epoch 1:  89%|████████▉ | 29969/33666 [16:24<02:01, 30.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4720/8416 [00:38<00:29, 123.44it/s]
    Epoch 1:  89%|████████▉ | 29970/33666 [16:24<02:01, 30.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4721/8416 [00:38<00:29, 123.44it/s]
    Epoch 1:  89%|████████▉ | 29971/33666 [16:24<02:01, 30.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4722/8416 [00:38<00:29, 123.44it/s]
    Epoch 1:  89%|████████▉ | 29972/33666 [16:24<02:01, 30.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4723/8416 [00:38<00:29, 123.44it/s]
    Epoch 1:  89%|████████▉ | 29973/33666 [16:24<02:01, 30.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4724/8416 [00:38<00:29, 123.44it/s]
    Epoch 1:  89%|████████▉ | 29974/33666 [16:24<02:01, 30.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4725/8416 [00:38<00:29, 123.44it/s]
    Epoch 1:  89%|████████▉ | 29975/33666 [16:24<02:01, 30.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4726/8416 [00:38<00:29, 123.44it/s]
    Epoch 1:  89%|████████▉ | 29976/33666 [16:24<02:01, 30.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4727/8416 [00:38<00:29, 123.44it/s]
    Epoch 1:  89%|████████▉ | 29977/33666 [16:24<02:01, 30.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4728/8416 [00:38<00:29, 123.44it/s]
    Epoch 1:  89%|████████▉ | 29978/33666 [16:24<02:01, 30.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4729/8416 [00:38<00:29, 123.44it/s]
    Epoch 1:  89%|████████▉ | 29979/33666 [16:24<02:01, 30.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4730/8416 [00:38<00:29, 123.44it/s]
    Epoch 1:  89%|████████▉ | 29980/33666 [16:24<02:01, 30.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4731/8416 [00:38<00:29, 123.45it/s]
    Epoch 1:  89%|████████▉ | 29981/33666 [16:24<02:00, 30.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4732/8416 [00:38<00:29, 123.45it/s]
    Epoch 1:  89%|████████▉ | 29982/33666 [16:24<02:00, 30.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4733/8416 [00:38<00:29, 123.45it/s]
    Epoch 1:  89%|████████▉ | 29983/33666 [16:24<02:00, 30.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4734/8416 [00:38<00:29, 123.45it/s]
    Epoch 1:  89%|████████▉ | 29984/33666 [16:24<02:00, 30.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4735/8416 [00:38<00:29, 123.45it/s]
    Epoch 1:  89%|████████▉ | 29985/33666 [16:24<02:00, 30.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4736/8416 [00:38<00:29, 123.45it/s]
    Epoch 1:  89%|████████▉ | 29986/33666 [16:24<02:00, 30.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4737/8416 [00:38<00:29, 123.45it/s]
    Epoch 1:  89%|████████▉ | 29987/33666 [16:24<02:00, 30.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4738/8416 [00:38<00:29, 123.45it/s]
    Epoch 1:  89%|████████▉ | 29988/33666 [16:24<02:00, 30.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4739/8416 [00:38<00:29, 123.45it/s]
    Epoch 1:  89%|████████▉ | 29989/33666 [16:24<02:00, 30.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4740/8416 [00:38<00:29, 123.45it/s]
    Epoch 1:  89%|████████▉ | 29990/33666 [16:24<02:00, 30.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4741/8416 [00:38<00:29, 123.45it/s]
    Epoch 1:  89%|████████▉ | 29991/33666 [16:24<02:00, 30.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4742/8416 [00:38<00:29, 123.44it/s]
    Epoch 1:  89%|████████▉ | 29992/33666 [16:24<02:00, 30.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4743/8416 [00:38<00:29, 123.44it/s]
    Epoch 1:  89%|████████▉ | 29993/33666 [16:24<02:00, 30.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4744/8416 [00:38<00:29, 123.44it/s]
    Epoch 1:  89%|████████▉ | 29994/33666 [16:24<02:00, 30.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4745/8416 [00:38<00:29, 123.44it/s]
    Epoch 1:  89%|████████▉ | 29995/33666 [16:24<02:00, 30.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4746/8416 [00:38<00:29, 123.44it/s]
    Epoch 1:  89%|████████▉ | 29996/33666 [16:24<02:00, 30.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4747/8416 [00:38<00:29, 123.44it/s]
    Epoch 1:  89%|████████▉ | 29997/33666 [16:24<02:00, 30.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4748/8416 [00:38<00:29, 123.44it/s]
    Epoch 1:  89%|████████▉ | 29998/33666 [16:24<02:00, 30.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4749/8416 [00:38<00:29, 123.44it/s]
    Epoch 1:  89%|████████▉ | 29999/33666 [16:24<02:00, 30.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4750/8416 [00:38<00:29, 123.44it/s]
    Epoch 1:  89%|████████▉ | 30000/33666 [16:24<02:00, 30.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4751/8416 [00:38<00:29, 123.44it/s]
    Epoch 1:  89%|████████▉ | 30001/33666 [16:24<02:00, 30.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4752/8416 [00:38<00:29, 123.44it/s]
    Epoch 1:  89%|████████▉ | 30002/33666 [16:24<02:00, 30.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4753/8416 [00:38<00:29, 123.44it/s]
    Epoch 1:  89%|████████▉ | 30003/33666 [16:24<02:00, 30.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4754/8416 [00:38<00:29, 123.44it/s]
    Epoch 1:  89%|████████▉ | 30004/33666 [16:24<02:00, 30.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4755/8416 [00:38<00:29, 123.44it/s]
    Epoch 1:  89%|████████▉ | 30005/33666 [16:24<02:00, 30.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4756/8416 [00:38<00:29, 123.44it/s]
    Epoch 1:  89%|████████▉ | 30006/33666 [16:24<02:00, 30.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4757/8416 [00:38<00:29, 123.44it/s]
    Epoch 1:  89%|████████▉ | 30007/33666 [16:24<02:00, 30.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4758/8416 [00:38<00:29, 123.44it/s]
    Epoch 1:  89%|████████▉ | 30008/33666 [16:24<01:59, 30.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4759/8416 [00:38<00:29, 123.44it/s]
    Epoch 1:  89%|████████▉ | 30009/33666 [16:24<01:59, 30.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4760/8416 [00:38<00:29, 123.44it/s]
    Epoch 1:  89%|████████▉ | 30010/33666 [16:24<01:59, 30.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4761/8416 [00:38<00:29, 123.44it/s]
    Epoch 1:  89%|████████▉ | 30011/33666 [16:24<01:59, 30.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4762/8416 [00:38<00:29, 123.44it/s]
    Epoch 1:  89%|████████▉ | 30012/33666 [16:24<01:59, 30.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4763/8416 [00:38<00:29, 123.44it/s]
    Epoch 1:  89%|████████▉ | 30013/33666 [16:24<01:59, 30.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4764/8416 [00:38<00:29, 123.44it/s]
    Epoch 1:  89%|████████▉ | 30014/33666 [16:24<01:59, 30.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4765/8416 [00:38<00:29, 123.44it/s]
    Epoch 1:  89%|████████▉ | 30015/33666 [16:24<01:59, 30.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4766/8416 [00:38<00:29, 123.44it/s]
    Epoch 1:  89%|████████▉ | 30016/33666 [16:24<01:59, 30.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4767/8416 [00:38<00:29, 123.44it/s]
    Epoch 1:  89%|████████▉ | 30017/33666 [16:24<01:59, 30.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4768/8416 [00:38<00:29, 123.44it/s]
    Epoch 1:  89%|████████▉ | 30018/33666 [16:24<01:59, 30.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4769/8416 [00:38<00:29, 123.44it/s]
    Epoch 1:  89%|████████▉ | 30019/33666 [16:24<01:59, 30.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4770/8416 [00:38<00:29, 123.44it/s]
    Epoch 1:  89%|████████▉ | 30020/33666 [16:24<01:59, 30.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4771/8416 [00:38<00:29, 123.44it/s]
    Epoch 1:  89%|████████▉ | 30021/33666 [16:24<01:59, 30.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4772/8416 [00:38<00:29, 123.45it/s]
    Epoch 1:  89%|████████▉ | 30022/33666 [16:24<01:59, 30.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4773/8416 [00:38<00:29, 123.45it/s]
    Epoch 1:  89%|████████▉ | 30023/33666 [16:24<01:59, 30.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4774/8416 [00:38<00:29, 123.45it/s]
    Epoch 1:  89%|████████▉ | 30024/33666 [16:24<01:59, 30.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4775/8416 [00:38<00:29, 123.45it/s]
    Epoch 1:  89%|████████▉ | 30025/33666 [16:24<01:59, 30.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4776/8416 [00:38<00:29, 123.45it/s]
    Epoch 1:  89%|████████▉ | 30026/33666 [16:24<01:59, 30.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4777/8416 [00:38<00:29, 123.45it/s]
    Epoch 1:  89%|████████▉ | 30027/33666 [16:24<01:59, 30.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4778/8416 [00:38<00:29, 123.45it/s]
    Epoch 1:  89%|████████▉ | 30028/33666 [16:24<01:59, 30.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4779/8416 [00:38<00:29, 123.45it/s]
    Epoch 1:  89%|████████▉ | 30029/33666 [16:24<01:59, 30.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4780/8416 [00:38<00:29, 123.45it/s]
    Epoch 1:  89%|████████▉ | 30030/33666 [16:24<01:59, 30.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4781/8416 [00:38<00:29, 123.45it/s]
    Epoch 1:  89%|████████▉ | 30031/33666 [16:24<01:59, 30.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4782/8416 [00:38<00:29, 123.45it/s]
    Epoch 1:  89%|████████▉ | 30032/33666 [16:24<01:59, 30.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4783/8416 [00:38<00:29, 123.45it/s]
    Epoch 1:  89%|████████▉ | 30033/33666 [16:24<01:59, 30.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4784/8416 [00:38<00:29, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30034/33666 [16:24<01:59, 30.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4785/8416 [00:38<00:29, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30035/33666 [16:24<01:59, 30.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4786/8416 [00:38<00:29, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30036/33666 [16:24<01:58, 30.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4787/8416 [00:38<00:29, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30037/33666 [16:24<01:58, 30.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4788/8416 [00:38<00:29, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30038/33666 [16:24<01:58, 30.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4789/8416 [00:38<00:29, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30039/33666 [16:24<01:58, 30.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4790/8416 [00:38<00:29, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30040/33666 [16:24<01:58, 30.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4791/8416 [00:38<00:29, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30041/33666 [16:24<01:58, 30.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4792/8416 [00:38<00:29, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30042/33666 [16:24<01:58, 30.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4793/8416 [00:38<00:29, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30043/33666 [16:24<01:58, 30.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4794/8416 [00:38<00:29, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30044/33666 [16:24<01:58, 30.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4795/8416 [00:38<00:29, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30045/33666 [16:24<01:58, 30.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4796/8416 [00:38<00:29, 123.47it/s]
    Epoch 1:  89%|████████▉ | 30046/33666 [16:24<01:58, 30.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4797/8416 [00:38<00:29, 123.47it/s]
    Epoch 1:  89%|████████▉ | 30047/33666 [16:24<01:58, 30.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4798/8416 [00:38<00:29, 123.47it/s]
    Epoch 1:  89%|████████▉ | 30048/33666 [16:24<01:58, 30.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4799/8416 [00:38<00:29, 123.47it/s]
    Epoch 1:  89%|████████▉ | 30049/33666 [16:24<01:58, 30.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4800/8416 [00:38<00:29, 123.47it/s]
    Epoch 1:  89%|████████▉ | 30050/33666 [16:24<01:58, 30.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4801/8416 [00:38<00:29, 123.45it/s]
    Epoch 1:  89%|████████▉ | 30051/33666 [16:24<01:58, 30.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4802/8416 [00:38<00:29, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30052/33666 [16:24<01:58, 30.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4803/8416 [00:38<00:29, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30053/33666 [16:24<01:58, 30.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4804/8416 [00:38<00:29, 123.45it/s]
    Epoch 1:  89%|████████▉ | 30054/33666 [16:24<01:58, 30.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4805/8416 [00:38<00:29, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30055/33666 [16:24<01:58, 30.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4806/8416 [00:38<00:29, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30056/33666 [16:24<01:58, 30.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4807/8416 [00:38<00:29, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30057/33666 [16:24<01:58, 30.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4808/8416 [00:38<00:29, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30058/33666 [16:24<01:58, 30.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4809/8416 [00:38<00:29, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30059/33666 [16:24<01:58, 30.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4810/8416 [00:38<00:29, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30060/33666 [16:24<01:58, 30.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4811/8416 [00:38<00:29, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30061/33666 [16:24<01:58, 30.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4812/8416 [00:38<00:29, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30062/33666 [16:24<01:58, 30.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4813/8416 [00:38<00:29, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30063/33666 [16:24<01:58, 30.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4814/8416 [00:38<00:29, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30064/33666 [16:24<01:57, 30.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4815/8416 [00:39<00:29, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30065/33666 [16:24<01:57, 30.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4816/8416 [00:39<00:29, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30066/33666 [16:24<01:57, 30.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4817/8416 [00:39<00:29, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30067/33666 [16:24<01:57, 30.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4818/8416 [00:39<00:29, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30068/33666 [16:24<01:57, 30.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4819/8416 [00:39<00:29, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30069/33666 [16:24<01:57, 30.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4820/8416 [00:39<00:29, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30070/33666 [16:24<01:57, 30.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4821/8416 [00:39<00:29, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30071/33666 [16:24<01:57, 30.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4822/8416 [00:39<00:29, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30072/33666 [16:24<01:57, 30.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4823/8416 [00:39<00:29, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30073/33666 [16:24<01:57, 30.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4824/8416 [00:39<00:29, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30074/33666 [16:24<01:57, 30.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4825/8416 [00:39<00:29, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30075/33666 [16:24<01:57, 30.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4826/8416 [00:39<00:29, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30076/33666 [16:24<01:57, 30.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4827/8416 [00:39<00:29, 123.47it/s]
    Epoch 1:  89%|████████▉ | 30077/33666 [16:24<01:57, 30.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4828/8416 [00:39<00:29, 123.47it/s]
    Epoch 1:  89%|████████▉ | 30078/33666 [16:24<01:57, 30.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4829/8416 [00:39<00:29, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30079/33666 [16:24<01:57, 30.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4830/8416 [00:39<00:29, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30080/33666 [16:24<01:57, 30.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4831/8416 [00:39<00:29, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30081/33666 [16:24<01:57, 30.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4832/8416 [00:39<00:29, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30082/33666 [16:24<01:57, 30.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4833/8416 [00:39<00:29, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30083/33666 [16:24<01:57, 30.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4834/8416 [00:39<00:29, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30084/33666 [16:24<01:57, 30.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4835/8416 [00:39<00:29, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30085/33666 [16:25<01:57, 30.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4836/8416 [00:39<00:28, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30086/33666 [16:25<01:57, 30.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4837/8416 [00:39<00:28, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30087/33666 [16:25<01:57, 30.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4838/8416 [00:39<00:28, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30088/33666 [16:25<01:57, 30.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4839/8416 [00:39<00:28, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30089/33666 [16:25<01:57, 30.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4840/8416 [00:39<00:28, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30090/33666 [16:25<01:57, 30.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4841/8416 [00:39<00:28, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30091/33666 [16:25<01:57, 30.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4842/8416 [00:39<00:28, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30092/33666 [16:25<01:56, 30.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4843/8416 [00:39<00:28, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30093/33666 [16:25<01:56, 30.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4844/8416 [00:39<00:28, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30094/33666 [16:25<01:56, 30.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4845/8416 [00:39<00:28, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30095/33666 [16:25<01:56, 30.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4846/8416 [00:39<00:28, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30096/33666 [16:25<01:56, 30.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4847/8416 [00:39<00:28, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30097/33666 [16:25<01:56, 30.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4848/8416 [00:39<00:28, 123.46it/s]
    Epoch 1:  89%|████████▉ | 30098/33666 [16:25<01:56, 30.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4849/8416 [00:39<00:28, 123.47it/s]
    Epoch 1:  89%|████████▉ | 30099/33666 [16:25<01:56, 30.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4850/8416 [00:39<00:28, 123.47it/s]
    Epoch 1:  89%|████████▉ | 30100/33666 [16:25<01:56, 30.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4851/8416 [00:39<00:28, 123.47it/s]
    Epoch 1:  89%|████████▉ | 30101/33666 [16:25<01:56, 30.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4852/8416 [00:39<00:28, 123.47it/s]
    Epoch 1:  89%|████████▉ | 30102/33666 [16:25<01:56, 30.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4853/8416 [00:39<00:28, 123.47it/s]
    Epoch 1:  89%|████████▉ | 30103/33666 [16:25<01:56, 30.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4854/8416 [00:39<00:28, 123.47it/s]
    Epoch 1:  89%|████████▉ | 30104/33666 [16:25<01:56, 30.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4855/8416 [00:39<00:28, 123.47it/s]
    Epoch 1:  89%|████████▉ | 30105/33666 [16:25<01:56, 30.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4856/8416 [00:39<00:28, 123.47it/s]
    Epoch 1:  89%|████████▉ | 30106/33666 [16:25<01:56, 30.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4857/8416 [00:39<00:28, 123.47it/s]
    Epoch 1:  89%|████████▉ | 30107/33666 [16:25<01:56, 30.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4858/8416 [00:39<00:28, 123.47it/s]
    Epoch 1:  89%|████████▉ | 30108/33666 [16:25<01:56, 30.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4859/8416 [00:39<00:28, 123.47it/s]
    Epoch 1:  89%|████████▉ | 30109/33666 [16:25<01:56, 30.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4860/8416 [00:39<00:28, 123.47it/s]
    Epoch 1:  89%|████████▉ | 30110/33666 [16:25<01:56, 30.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4861/8416 [00:39<00:28, 123.47it/s]
    Epoch 1:  89%|████████▉ | 30111/33666 [16:25<01:56, 30.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4862/8416 [00:39<00:28, 123.47it/s]
    Epoch 1:  89%|████████▉ | 30112/33666 [16:25<01:56, 30.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4863/8416 [00:39<00:28, 123.47it/s]
    Epoch 1:  89%|████████▉ | 30113/33666 [16:25<01:56, 30.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4864/8416 [00:39<00:28, 123.48it/s]
    Epoch 1:  89%|████████▉ | 30114/33666 [16:25<01:56, 30.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4865/8416 [00:39<00:28, 123.48it/s]
    Epoch 1:  89%|████████▉ | 30115/33666 [16:25<01:56, 30.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4866/8416 [00:39<00:28, 123.48it/s]
    Epoch 1:  89%|████████▉ | 30116/33666 [16:25<01:56, 30.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4867/8416 [00:39<00:28, 123.48it/s]
    Epoch 1:  89%|████████▉ | 30117/33666 [16:25<01:56, 30.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4868/8416 [00:39<00:28, 123.48it/s]
    Epoch 1:  89%|████████▉ | 30118/33666 [16:25<01:56, 30.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4869/8416 [00:39<00:28, 123.48it/s]
    Epoch 1:  89%|████████▉ | 30119/33666 [16:25<01:56, 30.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4870/8416 [00:39<00:28, 123.48it/s]
    Epoch 1:  89%|████████▉ | 30120/33666 [16:25<01:55, 30.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4871/8416 [00:39<00:28, 123.48it/s]
    Epoch 1:  89%|████████▉ | 30121/33666 [16:25<01:55, 30.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4872/8416 [00:39<00:28, 123.48it/s]
    Epoch 1:  89%|████████▉ | 30122/33666 [16:25<01:55, 30.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4873/8416 [00:39<00:28, 123.48it/s]
    Epoch 1:  89%|████████▉ | 30123/33666 [16:25<01:55, 30.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4874/8416 [00:39<00:28, 123.48it/s]
    Epoch 1:  89%|████████▉ | 30124/33666 [16:25<01:55, 30.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4875/8416 [00:39<00:28, 123.48it/s]
    Epoch 1:  89%|████████▉ | 30125/33666 [16:25<01:55, 30.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4876/8416 [00:39<00:28, 123.48it/s]
    Epoch 1:  89%|████████▉ | 30126/33666 [16:25<01:55, 30.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4877/8416 [00:39<00:28, 123.48it/s]
    Epoch 1:  89%|████████▉ | 30127/33666 [16:25<01:55, 30.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4878/8416 [00:39<00:28, 123.48it/s]
    Epoch 1:  89%|████████▉ | 30128/33666 [16:25<01:55, 30.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4879/8416 [00:39<00:28, 123.48it/s]
    Epoch 1:  89%|████████▉ | 30129/33666 [16:25<01:55, 30.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4880/8416 [00:39<00:28, 123.49it/s]
    Epoch 1:  89%|████████▉ | 30130/33666 [16:25<01:55, 30.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4881/8416 [00:39<00:28, 123.49it/s]
    Epoch 1:  89%|████████▉ | 30131/33666 [16:25<01:55, 30.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4882/8416 [00:39<00:28, 123.49it/s]
    Epoch 1:  90%|████████▉ | 30132/33666 [16:25<01:55, 30.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4883/8416 [00:39<00:28, 123.49it/s]
    Epoch 1:  90%|████████▉ | 30133/33666 [16:25<01:55, 30.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4884/8416 [00:39<00:28, 123.49it/s]
    Epoch 1:  90%|████████▉ | 30134/33666 [16:25<01:55, 30.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4885/8416 [00:39<00:28, 123.49it/s]
    Epoch 1:  90%|████████▉ | 30135/33666 [16:25<01:55, 30.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4886/8416 [00:39<00:28, 123.49it/s]
    Epoch 1:  90%|████████▉ | 30136/33666 [16:25<01:55, 30.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4887/8416 [00:39<00:28, 123.49it/s]
    Epoch 1:  90%|████████▉ | 30137/33666 [16:25<01:55, 30.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4888/8416 [00:39<00:28, 123.49it/s]
    Epoch 1:  90%|████████▉ | 30138/33666 [16:25<01:55, 30.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4889/8416 [00:39<00:28, 123.49it/s]
    Epoch 1:  90%|████████▉ | 30139/33666 [16:25<01:55, 30.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4890/8416 [00:39<00:28, 123.49it/s]
    Epoch 1:  90%|████████▉ | 30140/33666 [16:25<01:55, 30.59it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4891/8416 [00:39<00:28, 123.49it/s]
    Epoch 1:  90%|████████▉ | 30141/33666 [16:25<01:55, 30.59it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4892/8416 [00:39<00:28, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30142/33666 [16:25<01:55, 30.59it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4893/8416 [00:39<00:28, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30143/33666 [16:25<01:55, 30.59it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4894/8416 [00:39<00:28, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30144/33666 [16:25<01:55, 30.59it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4895/8416 [00:39<00:28, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30145/33666 [16:25<01:55, 30.59it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4896/8416 [00:39<00:28, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30146/33666 [16:25<01:55, 30.59it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4897/8416 [00:39<00:28, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30147/33666 [16:25<01:55, 30.59it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4898/8416 [00:39<00:28, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30148/33666 [16:25<01:54, 30.59it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4899/8416 [00:39<00:28, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30149/33666 [16:25<01:54, 30.59it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4900/8416 [00:39<00:28, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30150/33666 [16:25<01:54, 30.59it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4901/8416 [00:39<00:28, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30151/33666 [16:25<01:54, 30.59it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4902/8416 [00:39<00:28, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30152/33666 [16:25<01:54, 30.59it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4903/8416 [00:39<00:28, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30153/33666 [16:25<01:54, 30.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4904/8416 [00:39<00:28, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30154/33666 [16:25<01:54, 30.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4905/8416 [00:39<00:28, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30155/33666 [16:25<01:54, 30.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4906/8416 [00:39<00:28, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30156/33666 [16:25<01:54, 30.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4907/8416 [00:39<00:28, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30157/33666 [16:25<01:54, 30.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4908/8416 [00:39<00:28, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30158/33666 [16:25<01:54, 30.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4909/8416 [00:39<00:28, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30159/33666 [16:25<01:54, 30.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4910/8416 [00:39<00:28, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30160/33666 [16:25<01:54, 30.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4911/8416 [00:39<00:28, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30161/33666 [16:25<01:54, 30.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4912/8416 [00:39<00:28, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30162/33666 [16:25<01:54, 30.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4913/8416 [00:39<00:28, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30163/33666 [16:25<01:54, 30.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4914/8416 [00:39<00:28, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30164/33666 [16:25<01:54, 30.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4915/8416 [00:39<00:28, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30165/33666 [16:25<01:54, 30.60it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4916/8416 [00:39<00:28, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30166/33666 [16:25<01:54, 30.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4917/8416 [00:39<00:28, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30167/33666 [16:25<01:54, 30.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4918/8416 [00:39<00:28, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30168/33666 [16:25<01:54, 30.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4919/8416 [00:39<00:28, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30169/33666 [16:25<01:54, 30.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4920/8416 [00:39<00:28, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30170/33666 [16:25<01:54, 30.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4921/8416 [00:39<00:28, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30171/33666 [16:25<01:54, 30.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4922/8416 [00:39<00:28, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30172/33666 [16:25<01:54, 30.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4923/8416 [00:39<00:28, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30173/33666 [16:25<01:54, 30.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▊    | 4924/8416 [00:39<00:28, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30174/33666 [16:25<01:54, 30.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▊    | 4925/8416 [00:39<00:28, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30175/33666 [16:25<01:54, 30.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▊    | 4926/8416 [00:39<00:28, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30176/33666 [16:25<01:54, 30.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▊    | 4927/8416 [00:39<00:28, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30177/33666 [16:25<01:53, 30.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▊    | 4928/8416 [00:39<00:28, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30178/33666 [16:25<01:53, 30.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▊    | 4929/8416 [00:39<00:28, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30179/33666 [16:25<01:53, 30.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▊    | 4930/8416 [00:39<00:28, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30180/33666 [16:25<01:53, 30.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▊    | 4931/8416 [00:39<00:28, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30181/33666 [16:25<01:53, 30.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▊    | 4932/8416 [00:39<00:28, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30182/33666 [16:25<01:53, 30.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▊    | 4933/8416 [00:39<00:28, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30183/33666 [16:25<01:53, 30.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▊    | 4934/8416 [00:39<00:28, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30184/33666 [16:25<01:53, 30.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▊    | 4935/8416 [00:39<00:28, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30185/33666 [16:25<01:53, 30.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▊    | 4936/8416 [00:39<00:28, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30186/33666 [16:25<01:53, 30.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▊    | 4937/8416 [00:39<00:28, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30187/33666 [16:25<01:53, 30.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▊    | 4938/8416 [00:39<00:28, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30188/33666 [16:25<01:53, 30.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▊    | 4939/8416 [00:39<00:28, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30189/33666 [16:25<01:53, 30.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▊    | 4940/8416 [00:39<00:28, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30190/33666 [16:25<01:53, 30.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▊    | 4941/8416 [00:40<00:28, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30191/33666 [16:25<01:53, 30.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▊    | 4942/8416 [00:40<00:28, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30192/33666 [16:25<01:53, 30.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▊    | 4943/8416 [00:40<00:28, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30193/33666 [16:25<01:53, 30.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▊    | 4944/8416 [00:40<00:28, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30194/33666 [16:25<01:53, 30.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4945/8416 [00:40<00:28, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30195/33666 [16:25<01:53, 30.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4946/8416 [00:40<00:28, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30196/33666 [16:25<01:53, 30.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4947/8416 [00:40<00:28, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30197/33666 [16:25<01:53, 30.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4948/8416 [00:40<00:28, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30198/33666 [16:25<01:53, 30.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4949/8416 [00:40<00:28, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30199/33666 [16:25<01:53, 30.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4950/8416 [00:40<00:28, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30200/33666 [16:25<01:53, 30.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4951/8416 [00:40<00:28, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30201/33666 [16:25<01:53, 30.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4952/8416 [00:40<00:28, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30202/33666 [16:25<01:53, 30.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4953/8416 [00:40<00:28, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30203/33666 [16:25<01:53, 30.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4954/8416 [00:40<00:28, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30204/33666 [16:25<01:53, 30.63it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4955/8416 [00:40<00:28, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30205/33666 [16:25<01:52, 30.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4956/8416 [00:40<00:28, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30206/33666 [16:25<01:52, 30.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4957/8416 [00:40<00:28, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30207/33666 [16:25<01:52, 30.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4958/8416 [00:40<00:27, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30208/33666 [16:25<01:52, 30.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4959/8416 [00:40<00:27, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30209/33666 [16:25<01:52, 30.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4960/8416 [00:40<00:27, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30210/33666 [16:25<01:52, 30.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4961/8416 [00:40<00:27, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30211/33666 [16:26<01:52, 30.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4962/8416 [00:40<00:27, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30212/33666 [16:26<01:52, 30.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4963/8416 [00:40<00:27, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30213/33666 [16:26<01:52, 30.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4964/8416 [00:40<00:27, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30214/33666 [16:26<01:52, 30.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4965/8416 [00:40<00:27, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30215/33666 [16:26<01:52, 30.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4966/8416 [00:40<00:27, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30216/33666 [16:26<01:52, 30.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4967/8416 [00:40<00:27, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30217/33666 [16:26<01:52, 30.64it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4968/8416 [00:40<00:27, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30218/33666 [16:26<01:52, 30.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4969/8416 [00:40<00:27, 123.52it/s]
    Epoch 1:  90%|████████▉ | 30219/33666 [16:26<01:52, 30.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4970/8416 [00:40<00:27, 123.52it/s]
    Epoch 1:  90%|████████▉ | 30220/33666 [16:26<01:52, 30.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4971/8416 [00:40<00:27, 123.52it/s]
    Epoch 1:  90%|████████▉ | 30221/33666 [16:26<01:52, 30.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4972/8416 [00:40<00:27, 123.52it/s]
    Epoch 1:  90%|████████▉ | 30222/33666 [16:26<01:52, 30.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4973/8416 [00:40<00:27, 123.52it/s]
    Epoch 1:  90%|████████▉ | 30223/33666 [16:26<01:52, 30.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4974/8416 [00:40<00:27, 123.52it/s]
    Epoch 1:  90%|████████▉ | 30224/33666 [16:26<01:52, 30.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4975/8416 [00:40<00:27, 123.52it/s]
    Epoch 1:  90%|████████▉ | 30225/33666 [16:26<01:52, 30.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4976/8416 [00:40<00:27, 123.52it/s]
    Epoch 1:  90%|████████▉ | 30226/33666 [16:26<01:52, 30.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4977/8416 [00:40<00:27, 123.52it/s]
    Epoch 1:  90%|████████▉ | 30227/33666 [16:26<01:52, 30.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4978/8416 [00:40<00:27, 123.52it/s]
    Epoch 1:  90%|████████▉ | 30228/33666 [16:26<01:52, 30.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4979/8416 [00:40<00:27, 123.52it/s]
    Epoch 1:  90%|████████▉ | 30229/33666 [16:26<01:52, 30.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4980/8416 [00:40<00:27, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30230/33666 [16:26<01:52, 30.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4981/8416 [00:40<00:27, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30231/33666 [16:26<01:52, 30.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4982/8416 [00:40<00:27, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30232/33666 [16:26<01:52, 30.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4983/8416 [00:40<00:27, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30233/33666 [16:26<01:51, 30.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4984/8416 [00:40<00:27, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30234/33666 [16:26<01:51, 30.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4985/8416 [00:40<00:27, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30235/33666 [16:26<01:51, 30.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4986/8416 [00:40<00:27, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30236/33666 [16:26<01:51, 30.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4987/8416 [00:40<00:27, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30237/33666 [16:26<01:51, 30.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4988/8416 [00:40<00:27, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30238/33666 [16:26<01:51, 30.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4989/8416 [00:40<00:27, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30239/33666 [16:26<01:51, 30.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4990/8416 [00:40<00:27, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30240/33666 [16:26<01:51, 30.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4991/8416 [00:40<00:27, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30241/33666 [16:26<01:51, 30.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4992/8416 [00:40<00:27, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30242/33666 [16:26<01:51, 30.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4993/8416 [00:40<00:27, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30243/33666 [16:26<01:51, 30.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4994/8416 [00:40<00:27, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30244/33666 [16:26<01:51, 30.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4995/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30245/33666 [16:26<01:51, 30.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4996/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30246/33666 [16:26<01:51, 30.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4997/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30247/33666 [16:26<01:51, 30.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4998/8416 [00:40<00:27, 123.49it/s]
    Epoch 1:  90%|████████▉ | 30248/33666 [16:26<01:51, 30.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4999/8416 [00:40<00:27, 123.49it/s]
    Epoch 1:  90%|████████▉ | 30249/33666 [16:26<01:51, 30.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 5000/8416 [00:40<00:27, 123.49it/s]
    Epoch 1:  90%|████████▉ | 30250/33666 [16:26<01:51, 30.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 5001/8416 [00:40<00:27, 123.49it/s]
    Epoch 1:  90%|████████▉ | 30251/33666 [16:26<01:51, 30.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 5002/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30252/33666 [16:26<01:51, 30.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 5003/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30253/33666 [16:26<01:51, 30.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 5004/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30254/33666 [16:26<01:51, 30.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 5005/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30255/33666 [16:26<01:51, 30.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 5006/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30256/33666 [16:26<01:51, 30.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 5007/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30257/33666 [16:26<01:51, 30.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5008/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30258/33666 [16:26<01:51, 30.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5009/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30259/33666 [16:26<01:51, 30.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5010/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30260/33666 [16:26<01:51, 30.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5011/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30261/33666 [16:26<01:50, 30.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5012/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30262/33666 [16:26<01:50, 30.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5013/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30263/33666 [16:26<01:50, 30.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5014/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30264/33666 [16:26<01:50, 30.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5015/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30265/33666 [16:26<01:50, 30.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5016/8416 [00:40<00:27, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30266/33666 [16:26<01:50, 30.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5017/8416 [00:40<00:27, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30267/33666 [16:26<01:50, 30.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5018/8416 [00:40<00:27, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30268/33666 [16:26<01:50, 30.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5019/8416 [00:40<00:27, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30269/33666 [16:26<01:50, 30.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5020/8416 [00:40<00:27, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30270/33666 [16:26<01:50, 30.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5021/8416 [00:40<00:27, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30271/33666 [16:26<01:50, 30.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5022/8416 [00:40<00:27, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30272/33666 [16:26<01:50, 30.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5023/8416 [00:40<00:27, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30273/33666 [16:26<01:50, 30.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5024/8416 [00:40<00:27, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30274/33666 [16:26<01:50, 30.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5025/8416 [00:40<00:27, 123.51it/s]
    Epoch 1:  90%|████████▉ | 30275/33666 [16:26<01:50, 30.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5026/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30276/33666 [16:26<01:50, 30.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5027/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30277/33666 [16:26<01:50, 30.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5028/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30278/33666 [16:26<01:50, 30.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5029/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30279/33666 [16:26<01:50, 30.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5030/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30280/33666 [16:26<01:50, 30.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5031/8416 [00:40<00:27, 123.49it/s]
    Epoch 1:  90%|████████▉ | 30281/33666 [16:26<01:50, 30.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5032/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30282/33666 [16:26<01:50, 30.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5033/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30283/33666 [16:26<01:50, 30.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5034/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30284/33666 [16:26<01:50, 30.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5035/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30285/33666 [16:26<01:50, 30.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5036/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30286/33666 [16:26<01:50, 30.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5037/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30287/33666 [16:26<01:50, 30.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5038/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30288/33666 [16:26<01:50, 30.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5039/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30289/33666 [16:26<01:50, 30.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5040/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30290/33666 [16:26<01:49, 30.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5041/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30291/33666 [16:26<01:49, 30.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5042/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30292/33666 [16:26<01:49, 30.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5043/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30293/33666 [16:26<01:49, 30.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5044/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30294/33666 [16:26<01:49, 30.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5045/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30295/33666 [16:26<01:49, 30.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5046/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30296/33666 [16:26<01:49, 30.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5047/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30297/33666 [16:26<01:49, 30.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5048/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30298/33666 [16:26<01:49, 30.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5049/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|████████▉ | 30299/33666 [16:26<01:49, 30.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5050/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|█████████ | 30300/33666 [16:26<01:49, 30.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5051/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|█████████ | 30301/33666 [16:26<01:49, 30.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5052/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|█████████ | 30302/33666 [16:26<01:49, 30.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5053/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|█████████ | 30303/33666 [16:26<01:49, 30.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5054/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|█████████ | 30304/33666 [16:26<01:49, 30.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5055/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|█████████ | 30305/33666 [16:26<01:49, 30.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5056/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|█████████ | 30306/33666 [16:26<01:49, 30.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5057/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|█████████ | 30307/33666 [16:26<01:49, 30.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5058/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|█████████ | 30308/33666 [16:26<01:49, 30.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5059/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|█████████ | 30309/33666 [16:26<01:49, 30.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5060/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|█████████ | 30310/33666 [16:26<01:49, 30.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5061/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|█████████ | 30311/33666 [16:26<01:49, 30.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5062/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|█████████ | 30312/33666 [16:26<01:49, 30.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5063/8416 [00:40<00:27, 123.50it/s]
    Epoch 1:  90%|█████████ | 30313/33666 [16:26<01:49, 30.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5064/8416 [00:41<00:27, 123.50it/s]
    Epoch 1:  90%|█████████ | 30314/33666 [16:26<01:49, 30.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5065/8416 [00:41<00:27, 123.50it/s]
    Epoch 1:  90%|█████████ | 30315/33666 [16:26<01:49, 30.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5066/8416 [00:41<00:27, 123.50it/s]
    Epoch 1:  90%|█████████ | 30316/33666 [16:26<01:49, 30.72it/s, loss=3.71, v_num=0]

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    Epoch 1:  90%|█████████ | 30317/33666 [16:26<01:49, 30.72it/s, loss=3.71, v_num=0]

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    Validation DataLoader 0:  61%|██████    | 5107/8416 [00:41<00:26, 123.49it/s]
    Epoch 1:  90%|█████████ | 30357/33666 [16:27<01:47, 30.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5108/8416 [00:41<00:26, 123.49it/s]
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    Validation DataLoader 0:  61%|██████    | 5109/8416 [00:41<00:26, 123.49it/s]
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    Validation DataLoader 0:  61%|██████    | 5110/8416 [00:41<00:26, 123.49it/s]
    Epoch 1:  90%|█████████ | 30360/33666 [16:27<01:47, 30.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5111/8416 [00:41<00:26, 123.49it/s]
    Epoch 1:  90%|█████████ | 30361/33666 [16:27<01:47, 30.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5112/8416 [00:41<00:26, 123.49it/s]
    Epoch 1:  90%|█████████ | 30362/33666 [16:27<01:47, 30.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5113/8416 [00:41<00:26, 123.49it/s]
    Epoch 1:  90%|█████████ | 30363/33666 [16:27<01:47, 30.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5114/8416 [00:41<00:26, 123.49it/s]
    Epoch 1:  90%|█████████ | 30364/33666 [16:27<01:47, 30.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5115/8416 [00:41<00:26, 123.48it/s]
    Epoch 1:  90%|█████████ | 30365/33666 [16:27<01:47, 30.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5116/8416 [00:41<00:26, 123.48it/s]
    Epoch 1:  90%|█████████ | 30366/33666 [16:27<01:47, 30.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5117/8416 [00:41<00:26, 123.48it/s]
    Epoch 1:  90%|█████████ | 30367/33666 [16:27<01:47, 30.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5118/8416 [00:41<00:26, 123.48it/s]
    Epoch 1:  90%|█████████ | 30368/33666 [16:27<01:47, 30.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5119/8416 [00:41<00:26, 123.48it/s]
    Epoch 1:  90%|█████████ | 30369/33666 [16:27<01:47, 30.76it/s, loss=3.71, v_num=0]

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    Epoch 1:  90%|█████████ | 30370/33666 [16:27<01:47, 30.76it/s, loss=3.71, v_num=0]

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    Epoch 1:  90%|█████████ | 30371/33666 [16:27<01:47, 30.76it/s, loss=3.71, v_num=0]

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    Epoch 1:  90%|█████████ | 30373/33666 [16:27<01:47, 30.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5124/8416 [00:41<00:26, 123.47it/s]
    Epoch 1:  90%|█████████ | 30374/33666 [16:27<01:47, 30.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5125/8416 [00:41<00:26, 123.47it/s]
    Epoch 1:  90%|█████████ | 30375/33666 [16:27<01:46, 30.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5126/8416 [00:41<00:26, 123.45it/s]
    Epoch 1:  90%|█████████ | 30376/33666 [16:27<01:46, 30.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5127/8416 [00:41<00:26, 123.45it/s]
    Epoch 1:  90%|█████████ | 30377/33666 [16:27<01:46, 30.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5128/8416 [00:41<00:26, 123.45it/s]
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    Validation DataLoader 0:  61%|██████    | 5129/8416 [00:41<00:26, 123.45it/s]
    Epoch 1:  90%|█████████ | 30379/33666 [16:27<01:46, 30.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5130/8416 [00:41<00:26, 123.45it/s]
    Epoch 1:  90%|█████████ | 30380/33666 [16:27<01:46, 30.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5131/8416 [00:41<00:26, 123.45it/s]
    Epoch 1:  90%|█████████ | 30381/33666 [16:27<01:46, 30.77it/s, loss=3.71, v_num=0]

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    Validation DataLoader 0:  61%|██████    | 5133/8416 [00:41<00:26, 123.45it/s]
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    Validation DataLoader 0:  61%|██████    | 5136/8416 [00:41<00:26, 123.45it/s]
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    Validation DataLoader 0:  61%|██████    | 5137/8416 [00:41<00:26, 123.45it/s]
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    Validation DataLoader 0:  61%|██████    | 5140/8416 [00:41<00:26, 123.44it/s]
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    Epoch 1:  90%|█████████ | 30408/33666 [16:27<01:45, 30.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5159/8416 [00:41<00:26, 123.44it/s]
    Epoch 1:  90%|█████████ | 30409/33666 [16:27<01:45, 30.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5160/8416 [00:41<00:26, 123.44it/s]
    Epoch 1:  90%|█████████ | 30410/33666 [16:27<01:45, 30.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5161/8416 [00:41<00:26, 123.44it/s]
    Epoch 1:  90%|█████████ | 30411/33666 [16:27<01:45, 30.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5162/8416 [00:41<00:26, 123.44it/s]
    Epoch 1:  90%|█████████ | 30412/33666 [16:27<01:45, 30.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5163/8416 [00:41<00:26, 123.44it/s]
    Epoch 1:  90%|█████████ | 30413/33666 [16:27<01:45, 30.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5164/8416 [00:41<00:26, 123.44it/s]
    Epoch 1:  90%|█████████ | 30414/33666 [16:27<01:45, 30.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5165/8416 [00:41<00:26, 123.44it/s]
    Epoch 1:  90%|█████████ | 30415/33666 [16:27<01:45, 30.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5166/8416 [00:41<00:26, 123.43it/s]
    Epoch 1:  90%|█████████ | 30416/33666 [16:27<01:45, 30.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5167/8416 [00:41<00:26, 123.43it/s]
    Epoch 1:  90%|█████████ | 30417/33666 [16:27<01:45, 30.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5168/8416 [00:41<00:26, 123.43it/s]
    Epoch 1:  90%|█████████ | 30418/33666 [16:27<01:45, 30.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5169/8416 [00:41<00:26, 123.43it/s]
    Epoch 1:  90%|█████████ | 30419/33666 [16:27<01:45, 30.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5170/8416 [00:41<00:26, 123.43it/s]
    Epoch 1:  90%|█████████ | 30420/33666 [16:27<01:45, 30.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5171/8416 [00:41<00:26, 123.43it/s]
    Epoch 1:  90%|█████████ | 30421/33666 [16:27<01:45, 30.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5172/8416 [00:41<00:26, 123.43it/s]
    Epoch 1:  90%|█████████ | 30422/33666 [16:27<01:45, 30.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5173/8416 [00:41<00:26, 123.43it/s]
    Epoch 1:  90%|█████████ | 30423/33666 [16:27<01:45, 30.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5174/8416 [00:41<00:26, 123.43it/s]
    Epoch 1:  90%|█████████ | 30424/33666 [16:27<01:45, 30.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5175/8416 [00:41<00:26, 123.43it/s]
    Epoch 1:  90%|█████████ | 30425/33666 [16:27<01:45, 30.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5176/8416 [00:41<00:26, 123.43it/s]
    Epoch 1:  90%|█████████ | 30426/33666 [16:27<01:45, 30.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5177/8416 [00:41<00:26, 123.43it/s]
    Epoch 1:  90%|█████████ | 30427/33666 [16:27<01:45, 30.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5178/8416 [00:41<00:26, 123.43it/s]
    Epoch 1:  90%|█████████ | 30428/33666 [16:27<01:45, 30.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5179/8416 [00:41<00:26, 123.43it/s]
    Epoch 1:  90%|█████████ | 30429/33666 [16:27<01:45, 30.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5180/8416 [00:41<00:26, 123.43it/s]
    Epoch 1:  90%|█████████ | 30430/33666 [16:27<01:45, 30.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5181/8416 [00:41<00:26, 123.43it/s]
    Epoch 1:  90%|█████████ | 30431/33666 [16:27<01:45, 30.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5182/8416 [00:41<00:26, 123.43it/s]
    Epoch 1:  90%|█████████ | 30432/33666 [16:27<01:44, 30.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5183/8416 [00:41<00:26, 123.43it/s]
    Epoch 1:  90%|█████████ | 30433/33666 [16:27<01:44, 30.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5184/8416 [00:42<00:26, 123.43it/s]
    Epoch 1:  90%|█████████ | 30434/33666 [16:27<01:44, 30.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5185/8416 [00:42<00:26, 123.43it/s]
    Epoch 1:  90%|█████████ | 30435/33666 [16:27<01:44, 30.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5186/8416 [00:42<00:26, 123.43it/s]
    Epoch 1:  90%|█████████ | 30436/33666 [16:27<01:44, 30.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5187/8416 [00:42<00:26, 123.43it/s]
    Epoch 1:  90%|█████████ | 30437/33666 [16:27<01:44, 30.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5188/8416 [00:42<00:26, 123.42it/s]
    Epoch 1:  90%|█████████ | 30438/33666 [16:27<01:44, 30.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5189/8416 [00:42<00:26, 123.42it/s]
    Epoch 1:  90%|█████████ | 30439/33666 [16:27<01:44, 30.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5190/8416 [00:42<00:26, 123.42it/s]
    Epoch 1:  90%|█████████ | 30440/33666 [16:27<01:44, 30.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5191/8416 [00:42<00:26, 123.42it/s]
    Epoch 1:  90%|█████████ | 30441/33666 [16:27<01:44, 30.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5192/8416 [00:42<00:26, 123.42it/s]
    Epoch 1:  90%|█████████ | 30442/33666 [16:27<01:44, 30.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5193/8416 [00:42<00:26, 123.42it/s]
    Epoch 1:  90%|█████████ | 30443/33666 [16:27<01:44, 30.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5194/8416 [00:42<00:26, 123.42it/s]
    Epoch 1:  90%|█████████ | 30444/33666 [16:27<01:44, 30.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5195/8416 [00:42<00:26, 123.42it/s]
    Epoch 1:  90%|█████████ | 30445/33666 [16:27<01:44, 30.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5196/8416 [00:42<00:26, 123.42it/s]
    Epoch 1:  90%|█████████ | 30446/33666 [16:27<01:44, 30.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5197/8416 [00:42<00:26, 123.42it/s]
    Epoch 1:  90%|█████████ | 30447/33666 [16:27<01:44, 30.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5198/8416 [00:42<00:26, 123.42it/s]
    Epoch 1:  90%|█████████ | 30448/33666 [16:27<01:44, 30.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5199/8416 [00:42<00:26, 123.42it/s]
    Epoch 1:  90%|█████████ | 30449/33666 [16:27<01:44, 30.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5200/8416 [00:42<00:26, 123.42it/s]
    Epoch 1:  90%|█████████ | 30450/33666 [16:27<01:44, 30.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5201/8416 [00:42<00:26, 123.42it/s]
    Epoch 1:  90%|█████████ | 30451/33666 [16:27<01:44, 30.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5202/8416 [00:42<00:26, 123.42it/s]
    Epoch 1:  90%|█████████ | 30452/33666 [16:27<01:44, 30.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5203/8416 [00:42<00:26, 123.42it/s]
    Epoch 1:  90%|█████████ | 30453/33666 [16:27<01:44, 30.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5204/8416 [00:42<00:26, 123.42it/s]
    Epoch 1:  90%|█████████ | 30454/33666 [16:28<01:44, 30.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5205/8416 [00:42<00:26, 123.42it/s]
    Epoch 1:  90%|█████████ | 30455/33666 [16:28<01:44, 30.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5206/8416 [00:42<00:26, 123.42it/s]
    Epoch 1:  90%|█████████ | 30456/33666 [16:28<01:44, 30.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5207/8416 [00:42<00:26, 123.42it/s]
    Epoch 1:  90%|█████████ | 30457/33666 [16:28<01:44, 30.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5208/8416 [00:42<00:25, 123.42it/s]
    Epoch 1:  90%|█████████ | 30458/33666 [16:28<01:44, 30.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5209/8416 [00:42<00:25, 123.42it/s]
    Epoch 1:  90%|█████████ | 30459/33666 [16:28<01:44, 30.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5210/8416 [00:42<00:25, 123.42it/s]
    Epoch 1:  90%|█████████ | 30460/33666 [16:28<01:43, 30.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5211/8416 [00:42<00:25, 123.42it/s]
    Epoch 1:  90%|█████████ | 30461/33666 [16:28<01:43, 30.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5212/8416 [00:42<00:25, 123.42it/s]
    Epoch 1:  90%|█████████ | 30462/33666 [16:28<01:43, 30.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5213/8416 [00:42<00:25, 123.41it/s]
    Epoch 1:  90%|█████████ | 30463/33666 [16:28<01:43, 30.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5214/8416 [00:42<00:25, 123.41it/s]
    Epoch 1:  90%|█████████ | 30464/33666 [16:28<01:43, 30.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5215/8416 [00:42<00:25, 123.41it/s]
    Epoch 1:  90%|█████████ | 30465/33666 [16:28<01:43, 30.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5216/8416 [00:42<00:25, 123.41it/s]
    Epoch 1:  90%|█████████ | 30466/33666 [16:28<01:43, 30.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5217/8416 [00:42<00:25, 123.41it/s]
    Epoch 1:  90%|█████████ | 30467/33666 [16:28<01:43, 30.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5218/8416 [00:42<00:25, 123.41it/s]
    Epoch 1:  91%|█████████ | 30468/33666 [16:28<01:43, 30.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5219/8416 [00:42<00:25, 123.41it/s]
    Epoch 1:  91%|█████████ | 30469/33666 [16:28<01:43, 30.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5220/8416 [00:42<00:25, 123.41it/s]
    Epoch 1:  91%|█████████ | 30470/33666 [16:28<01:43, 30.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5221/8416 [00:42<00:25, 123.41it/s]
    Epoch 1:  91%|█████████ | 30471/33666 [16:28<01:43, 30.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5222/8416 [00:42<00:25, 123.41it/s]
    Epoch 1:  91%|█████████ | 30472/33666 [16:28<01:43, 30.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5223/8416 [00:42<00:25, 123.41it/s]
    Epoch 1:  91%|█████████ | 30473/33666 [16:28<01:43, 30.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5224/8416 [00:42<00:25, 123.41it/s]
    Epoch 1:  91%|█████████ | 30474/33666 [16:28<01:43, 30.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5225/8416 [00:42<00:25, 123.41it/s]
    Epoch 1:  91%|█████████ | 30475/33666 [16:28<01:43, 30.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5226/8416 [00:42<00:25, 123.41it/s]
    Epoch 1:  91%|█████████ | 30476/33666 [16:28<01:43, 30.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5227/8416 [00:42<00:25, 123.41it/s]
    Epoch 1:  91%|█████████ | 30477/33666 [16:28<01:43, 30.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5228/8416 [00:42<00:25, 123.41it/s]
    Epoch 1:  91%|█████████ | 30478/33666 [16:28<01:43, 30.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5229/8416 [00:42<00:25, 123.41it/s]
    Epoch 1:  91%|█████████ | 30479/33666 [16:28<01:43, 30.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5230/8416 [00:42<00:25, 123.41it/s]
    Epoch 1:  91%|█████████ | 30480/33666 [16:28<01:43, 30.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5231/8416 [00:42<00:25, 123.41it/s]
    Epoch 1:  91%|█████████ | 30481/33666 [16:28<01:43, 30.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5232/8416 [00:42<00:25, 123.41it/s]
    Epoch 1:  91%|█████████ | 30482/33666 [16:28<01:43, 30.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5233/8416 [00:42<00:25, 123.41it/s]
    Epoch 1:  91%|█████████ | 30483/33666 [16:28<01:43, 30.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5234/8416 [00:42<00:25, 123.41it/s]
    Epoch 1:  91%|█████████ | 30484/33666 [16:28<01:43, 30.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5235/8416 [00:42<00:25, 123.41it/s]
    Epoch 1:  91%|█████████ | 30485/33666 [16:28<01:43, 30.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5236/8416 [00:42<00:25, 123.41it/s]
    Epoch 1:  91%|█████████ | 30486/33666 [16:28<01:43, 30.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5237/8416 [00:42<00:25, 123.41it/s]
    Epoch 1:  91%|█████████ | 30487/33666 [16:28<01:43, 30.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5238/8416 [00:42<00:25, 123.41it/s]
    Epoch 1:  91%|█████████ | 30488/33666 [16:28<01:43, 30.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5239/8416 [00:42<00:25, 123.41it/s]
    Epoch 1:  91%|█████████ | 30489/33666 [16:28<01:42, 30.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5240/8416 [00:42<00:25, 123.41it/s]
    Epoch 1:  91%|█████████ | 30490/33666 [16:28<01:42, 30.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5241/8416 [00:42<00:25, 123.40it/s]
    Epoch 1:  91%|█████████ | 30491/33666 [16:28<01:42, 30.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5242/8416 [00:42<00:25, 123.40it/s]
    Epoch 1:  91%|█████████ | 30492/33666 [16:28<01:42, 30.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5243/8416 [00:42<00:25, 123.40it/s]
    Epoch 1:  91%|█████████ | 30493/33666 [16:28<01:42, 30.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5244/8416 [00:42<00:25, 123.40it/s]
    Epoch 1:  91%|█████████ | 30494/33666 [16:28<01:42, 30.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5245/8416 [00:42<00:25, 123.40it/s]
    Epoch 1:  91%|█████████ | 30495/33666 [16:28<01:42, 30.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5246/8416 [00:42<00:25, 123.40it/s]
    Epoch 1:  91%|█████████ | 30496/33666 [16:28<01:42, 30.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5247/8416 [00:42<00:25, 123.40it/s]
    Epoch 1:  91%|█████████ | 30497/33666 [16:28<01:42, 30.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5248/8416 [00:42<00:25, 123.40it/s]
    Epoch 1:  91%|█████████ | 30498/33666 [16:28<01:42, 30.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5249/8416 [00:42<00:25, 123.40it/s]
    Epoch 1:  91%|█████████ | 30499/33666 [16:28<01:42, 30.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5250/8416 [00:42<00:25, 123.40it/s]
    Epoch 1:  91%|█████████ | 30500/33666 [16:28<01:42, 30.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5251/8416 [00:42<00:25, 123.40it/s]
    Epoch 1:  91%|█████████ | 30501/33666 [16:28<01:42, 30.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5252/8416 [00:42<00:25, 123.40it/s]
    Epoch 1:  91%|█████████ | 30502/33666 [16:28<01:42, 30.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5253/8416 [00:42<00:25, 123.40it/s]
    Epoch 1:  91%|█████████ | 30503/33666 [16:28<01:42, 30.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5254/8416 [00:42<00:25, 123.40it/s]
    Epoch 1:  91%|█████████ | 30504/33666 [16:28<01:42, 30.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5255/8416 [00:42<00:25, 123.40it/s]
    Epoch 1:  91%|█████████ | 30505/33666 [16:28<01:42, 30.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5256/8416 [00:42<00:25, 123.40it/s]
    Epoch 1:  91%|█████████ | 30506/33666 [16:28<01:42, 30.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5257/8416 [00:42<00:25, 123.40it/s]
    Epoch 1:  91%|█████████ | 30507/33666 [16:28<01:42, 30.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5258/8416 [00:42<00:25, 123.40it/s]
    Epoch 1:  91%|█████████ | 30508/33666 [16:28<01:42, 30.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5259/8416 [00:42<00:25, 123.40it/s]
    Epoch 1:  91%|█████████ | 30509/33666 [16:28<01:42, 30.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  62%|██████▎   | 5260/8416 [00:42<00:25, 123.40it/s]
    Epoch 1:  91%|█████████ | 30510/33666 [16:28<01:42, 30.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5261/8416 [00:42<00:25, 123.40it/s]
    Epoch 1:  91%|█████████ | 30511/33666 [16:28<01:42, 30.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5262/8416 [00:42<00:25, 123.40it/s]
    Epoch 1:  91%|█████████ | 30512/33666 [16:28<01:42, 30.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5263/8416 [00:42<00:25, 123.40it/s]
    Epoch 1:  91%|█████████ | 30513/33666 [16:28<01:42, 30.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5264/8416 [00:42<00:25, 123.39it/s]
    Epoch 1:  91%|█████████ | 30514/33666 [16:28<01:42, 30.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5265/8416 [00:42<00:25, 123.39it/s]
    Epoch 1:  91%|█████████ | 30515/33666 [16:28<01:42, 30.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5266/8416 [00:42<00:25, 123.39it/s]
    Epoch 1:  91%|█████████ | 30516/33666 [16:28<01:42, 30.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5267/8416 [00:42<00:25, 123.39it/s]
    Epoch 1:  91%|█████████ | 30517/33666 [16:28<01:42, 30.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5268/8416 [00:42<00:25, 123.39it/s]
    Epoch 1:  91%|█████████ | 30518/33666 [16:28<01:41, 30.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5269/8416 [00:42<00:25, 123.39it/s]
    Epoch 1:  91%|█████████ | 30519/33666 [16:28<01:41, 30.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5270/8416 [00:42<00:25, 123.39it/s]
    Epoch 1:  91%|█████████ | 30520/33666 [16:28<01:41, 30.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5271/8416 [00:42<00:25, 123.39it/s]
    Epoch 1:  91%|█████████ | 30521/33666 [16:28<01:41, 30.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5272/8416 [00:42<00:25, 123.39it/s]
    Epoch 1:  91%|█████████ | 30522/33666 [16:28<01:41, 30.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5273/8416 [00:42<00:25, 123.39it/s]
    Epoch 1:  91%|█████████ | 30523/33666 [16:28<01:41, 30.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5274/8416 [00:42<00:25, 123.39it/s]
    Epoch 1:  91%|█████████ | 30524/33666 [16:28<01:41, 30.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5275/8416 [00:42<00:25, 123.39it/s]
    Epoch 1:  91%|█████████ | 30525/33666 [16:28<01:41, 30.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5276/8416 [00:42<00:25, 123.39it/s]
    Epoch 1:  91%|█████████ | 30526/33666 [16:28<01:41, 30.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5277/8416 [00:42<00:25, 123.39it/s]
    Epoch 1:  91%|█████████ | 30527/33666 [16:28<01:41, 30.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5278/8416 [00:42<00:25, 123.39it/s]
    Epoch 1:  91%|█████████ | 30528/33666 [16:28<01:41, 30.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5279/8416 [00:42<00:25, 123.39it/s]
    Epoch 1:  91%|█████████ | 30529/33666 [16:28<01:41, 30.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5280/8416 [00:42<00:25, 123.39it/s]
    Epoch 1:  91%|█████████ | 30530/33666 [16:28<01:41, 30.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5281/8416 [00:42<00:25, 123.39it/s]
    Epoch 1:  91%|█████████ | 30531/33666 [16:28<01:41, 30.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5282/8416 [00:42<00:25, 123.39it/s]
    Epoch 1:  91%|█████████ | 30532/33666 [16:28<01:41, 30.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5283/8416 [00:42<00:25, 123.39it/s]
    Epoch 1:  91%|█████████ | 30533/33666 [16:28<01:41, 30.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5284/8416 [00:42<00:25, 123.39it/s]
    Epoch 1:  91%|█████████ | 30534/33666 [16:28<01:41, 30.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5285/8416 [00:42<00:25, 123.39it/s]
    Epoch 1:  91%|█████████ | 30535/33666 [16:28<01:41, 30.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5286/8416 [00:42<00:25, 123.39it/s]
    Epoch 1:  91%|█████████ | 30536/33666 [16:28<01:41, 30.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5287/8416 [00:42<00:25, 123.39it/s]
    Epoch 1:  91%|█████████ | 30537/33666 [16:28<01:41, 30.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5288/8416 [00:42<00:25, 123.39it/s]
    Epoch 1:  91%|█████████ | 30538/33666 [16:28<01:41, 30.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5289/8416 [00:42<00:25, 123.39it/s]
    Epoch 1:  91%|█████████ | 30539/33666 [16:28<01:41, 30.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5290/8416 [00:42<00:25, 123.39it/s]
    Epoch 1:  91%|█████████ | 30540/33666 [16:28<01:41, 30.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5291/8416 [00:42<00:25, 123.39it/s]
    Epoch 1:  91%|█████████ | 30541/33666 [16:28<01:41, 30.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5292/8416 [00:42<00:25, 123.39it/s]
    Epoch 1:  91%|█████████ | 30542/33666 [16:28<01:41, 30.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5293/8416 [00:42<00:25, 123.39it/s]
    Epoch 1:  91%|█████████ | 30543/33666 [16:28<01:41, 30.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5294/8416 [00:42<00:25, 123.39it/s]
    Epoch 1:  91%|█████████ | 30544/33666 [16:28<01:41, 30.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5295/8416 [00:42<00:25, 123.39it/s]
    Epoch 1:  91%|█████████ | 30545/33666 [16:28<01:41, 30.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5296/8416 [00:42<00:25, 123.39it/s]
    Epoch 1:  91%|█████████ | 30546/33666 [16:28<01:40, 30.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5297/8416 [00:42<00:25, 123.39it/s]
    Epoch 1:  91%|█████████ | 30547/33666 [16:28<01:40, 30.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5298/8416 [00:42<00:25, 123.38it/s]
    Epoch 1:  91%|█████████ | 30548/33666 [16:28<01:40, 30.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5299/8416 [00:42<00:25, 123.38it/s]
    Epoch 1:  91%|█████████ | 30549/33666 [16:28<01:40, 30.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5300/8416 [00:42<00:25, 123.38it/s]
    Epoch 1:  91%|█████████ | 30550/33666 [16:28<01:40, 30.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5301/8416 [00:42<00:25, 123.38it/s]
    Epoch 1:  91%|█████████ | 30551/33666 [16:28<01:40, 30.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5302/8416 [00:42<00:25, 123.38it/s]
    Epoch 1:  91%|█████████ | 30552/33666 [16:28<01:40, 30.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5303/8416 [00:42<00:25, 123.38it/s]
    Epoch 1:  91%|█████████ | 30553/33666 [16:28<01:40, 30.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5304/8416 [00:42<00:25, 123.38it/s]
    Epoch 1:  91%|█████████ | 30554/33666 [16:28<01:40, 30.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5305/8416 [00:42<00:25, 123.38it/s]
    Epoch 1:  91%|█████████ | 30555/33666 [16:28<01:40, 30.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5306/8416 [00:43<00:25, 123.38it/s]
    Epoch 1:  91%|█████████ | 30556/33666 [16:28<01:40, 30.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5307/8416 [00:43<00:25, 123.38it/s]
    Epoch 1:  91%|█████████ | 30557/33666 [16:28<01:40, 30.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5308/8416 [00:43<00:25, 123.38it/s]
    Epoch 1:  91%|█████████ | 30558/33666 [16:28<01:40, 30.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5309/8416 [00:43<00:25, 123.38it/s]
    Epoch 1:  91%|█████████ | 30559/33666 [16:28<01:40, 30.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5310/8416 [00:43<00:25, 123.38it/s]
    Epoch 1:  91%|█████████ | 30560/33666 [16:28<01:40, 30.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5311/8416 [00:43<00:25, 123.38it/s]
    Epoch 1:  91%|█████████ | 30561/33666 [16:28<01:40, 30.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5312/8416 [00:43<00:25, 123.38it/s]
    Epoch 1:  91%|█████████ | 30562/33666 [16:28<01:40, 30.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5313/8416 [00:43<00:25, 123.38it/s]
    Epoch 1:  91%|█████████ | 30563/33666 [16:28<01:40, 30.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5314/8416 [00:43<00:25, 123.38it/s]
    Epoch 1:  91%|█████████ | 30564/33666 [16:28<01:40, 30.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5315/8416 [00:43<00:25, 123.38it/s]
    Epoch 1:  91%|█████████ | 30565/33666 [16:28<01:40, 30.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5316/8416 [00:43<00:25, 123.37it/s]
    Epoch 1:  91%|█████████ | 30566/33666 [16:28<01:40, 30.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5317/8416 [00:43<00:25, 123.37it/s]
    Epoch 1:  91%|█████████ | 30567/33666 [16:28<01:40, 30.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5318/8416 [00:43<00:25, 123.37it/s]
    Epoch 1:  91%|█████████ | 30568/33666 [16:28<01:40, 30.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5319/8416 [00:43<00:25, 123.37it/s]
    Epoch 1:  91%|█████████ | 30569/33666 [16:28<01:40, 30.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5320/8416 [00:43<00:25, 123.37it/s]
    Epoch 1:  91%|█████████ | 30570/33666 [16:28<01:40, 30.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5321/8416 [00:43<00:25, 123.37it/s]
    Epoch 1:  91%|█████████ | 30571/33666 [16:28<01:40, 30.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5322/8416 [00:43<00:25, 123.37it/s]
    Epoch 1:  91%|█████████ | 30572/33666 [16:28<01:40, 30.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5323/8416 [00:43<00:25, 123.37it/s]
    Epoch 1:  91%|█████████ | 30573/33666 [16:28<01:40, 30.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5324/8416 [00:43<00:25, 123.37it/s]
    Epoch 1:  91%|█████████ | 30574/33666 [16:28<01:40, 30.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5325/8416 [00:43<00:25, 123.37it/s]
    Epoch 1:  91%|█████████ | 30575/33666 [16:29<01:39, 30.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5326/8416 [00:43<00:25, 123.37it/s]
    Epoch 1:  91%|█████████ | 30576/33666 [16:29<01:39, 30.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5327/8416 [00:43<00:25, 123.37it/s]
    Epoch 1:  91%|█████████ | 30577/33666 [16:29<01:39, 30.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5328/8416 [00:43<00:25, 123.37it/s]
    Epoch 1:  91%|█████████ | 30578/33666 [16:29<01:39, 30.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5329/8416 [00:43<00:25, 123.37it/s]
    Epoch 1:  91%|█████████ | 30579/33666 [16:29<01:39, 30.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5330/8416 [00:43<00:25, 123.37it/s]
    Epoch 1:  91%|█████████ | 30580/33666 [16:29<01:39, 30.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5331/8416 [00:43<00:25, 123.37it/s]
    Epoch 1:  91%|█████████ | 30581/33666 [16:29<01:39, 30.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5332/8416 [00:43<00:24, 123.37it/s]
    Epoch 1:  91%|█████████ | 30582/33666 [16:29<01:39, 30.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5333/8416 [00:43<00:24, 123.37it/s]
    Epoch 1:  91%|█████████ | 30583/33666 [16:29<01:39, 30.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5334/8416 [00:43<00:24, 123.37it/s]
    Epoch 1:  91%|█████████ | 30584/33666 [16:29<01:39, 30.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5335/8416 [00:43<00:24, 123.37it/s]
    Epoch 1:  91%|█████████ | 30585/33666 [16:29<01:39, 30.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5336/8416 [00:43<00:24, 123.37it/s]
    Epoch 1:  91%|█████████ | 30586/33666 [16:29<01:39, 30.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5337/8416 [00:43<00:24, 123.37it/s]
    Epoch 1:  91%|█████████ | 30587/33666 [16:29<01:39, 30.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5338/8416 [00:43<00:24, 123.37it/s]
    Epoch 1:  91%|█████████ | 30588/33666 [16:29<01:39, 30.92it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5339/8416 [00:43<00:24, 123.37it/s]
    Epoch 1:  91%|█████████ | 30589/33666 [16:29<01:39, 30.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5340/8416 [00:43<00:24, 123.37it/s]
    Epoch 1:  91%|█████████ | 30590/33666 [16:29<01:39, 30.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5341/8416 [00:43<00:24, 123.37it/s]
    Epoch 1:  91%|█████████ | 30591/33666 [16:29<01:39, 30.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5342/8416 [00:43<00:24, 123.37it/s]
    Epoch 1:  91%|█████████ | 30592/33666 [16:29<01:39, 30.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5343/8416 [00:43<00:24, 123.37it/s]
    Epoch 1:  91%|█████████ | 30593/33666 [16:29<01:39, 30.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5344/8416 [00:43<00:24, 123.37it/s]
    Epoch 1:  91%|█████████ | 30594/33666 [16:29<01:39, 30.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5345/8416 [00:43<00:24, 123.37it/s]
    Epoch 1:  91%|█████████ | 30595/33666 [16:29<01:39, 30.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5346/8416 [00:43<00:24, 123.37it/s]
    Epoch 1:  91%|█████████ | 30596/33666 [16:29<01:39, 30.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5347/8416 [00:43<00:24, 123.36it/s]
    Epoch 1:  91%|█████████ | 30597/33666 [16:29<01:39, 30.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5348/8416 [00:43<00:24, 123.36it/s]
    Epoch 1:  91%|█████████ | 30598/33666 [16:29<01:39, 30.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5349/8416 [00:43<00:24, 123.36it/s]
    Epoch 1:  91%|█████████ | 30599/33666 [16:29<01:39, 30.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5350/8416 [00:43<00:24, 123.36it/s]
    Epoch 1:  91%|█████████ | 30600/33666 [16:29<01:39, 30.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5351/8416 [00:43<00:24, 123.36it/s]
    Epoch 1:  91%|█████████ | 30601/33666 [16:29<01:39, 30.93it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5352/8416 [00:43<00:24, 123.36it/s]
    Epoch 1:  91%|█████████ | 30602/33666 [16:29<01:39, 30.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5353/8416 [00:43<00:24, 123.36it/s]
    Epoch 1:  91%|█████████ | 30603/33666 [16:29<01:39, 30.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5354/8416 [00:43<00:24, 123.36it/s]
    Epoch 1:  91%|█████████ | 30604/33666 [16:29<01:38, 30.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5355/8416 [00:43<00:24, 123.36it/s]
    Epoch 1:  91%|█████████ | 30605/33666 [16:29<01:38, 30.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5356/8416 [00:43<00:24, 123.36it/s]
    Epoch 1:  91%|█████████ | 30606/33666 [16:29<01:38, 30.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5357/8416 [00:43<00:24, 123.36it/s]
    Epoch 1:  91%|█████████ | 30607/33666 [16:29<01:38, 30.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5358/8416 [00:43<00:24, 123.36it/s]
    Epoch 1:  91%|█████████ | 30608/33666 [16:29<01:38, 30.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5359/8416 [00:43<00:24, 123.36it/s]
    Epoch 1:  91%|█████████ | 30609/33666 [16:29<01:38, 30.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5360/8416 [00:43<00:24, 123.36it/s]
    Epoch 1:  91%|█████████ | 30610/33666 [16:29<01:38, 30.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5361/8416 [00:43<00:24, 123.36it/s]
    Epoch 1:  91%|█████████ | 30611/33666 [16:29<01:38, 30.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5362/8416 [00:43<00:24, 123.36it/s]
    Epoch 1:  91%|█████████ | 30612/33666 [16:29<01:38, 30.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5363/8416 [00:43<00:24, 123.36it/s]
    Epoch 1:  91%|█████████ | 30613/33666 [16:29<01:38, 30.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5364/8416 [00:43<00:24, 123.36it/s]
    Epoch 1:  91%|█████████ | 30614/33666 [16:29<01:38, 30.94it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5365/8416 [00:43<00:24, 123.36it/s]
    Epoch 1:  91%|█████████ | 30615/33666 [16:29<01:38, 30.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5366/8416 [00:43<00:24, 123.36it/s]
    Epoch 1:  91%|█████████ | 30616/33666 [16:29<01:38, 30.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5367/8416 [00:43<00:24, 123.36it/s]
    Epoch 1:  91%|█████████ | 30617/33666 [16:29<01:38, 30.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5368/8416 [00:43<00:24, 123.36it/s]
    Epoch 1:  91%|█████████ | 30618/33666 [16:29<01:38, 30.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5369/8416 [00:43<00:24, 123.36it/s]
    Epoch 1:  91%|█████████ | 30619/33666 [16:29<01:38, 30.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5370/8416 [00:43<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30620/33666 [16:29<01:38, 30.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5371/8416 [00:43<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30621/33666 [16:29<01:38, 30.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5372/8416 [00:43<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30622/33666 [16:29<01:38, 30.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5373/8416 [00:43<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30623/33666 [16:29<01:38, 30.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5374/8416 [00:43<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30624/33666 [16:29<01:38, 30.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5375/8416 [00:43<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30625/33666 [16:29<01:38, 30.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5376/8416 [00:43<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30626/33666 [16:29<01:38, 30.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5377/8416 [00:43<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30627/33666 [16:29<01:38, 30.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5378/8416 [00:43<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30628/33666 [16:29<01:38, 30.95it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5379/8416 [00:43<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30629/33666 [16:29<01:38, 30.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5380/8416 [00:43<00:24, 123.34it/s]
    Epoch 1:  91%|█████████ | 30630/33666 [16:29<01:38, 30.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5381/8416 [00:43<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30631/33666 [16:29<01:38, 30.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5382/8416 [00:43<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30632/33666 [16:29<01:38, 30.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5383/8416 [00:43<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30633/33666 [16:29<01:37, 30.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5384/8416 [00:43<00:24, 123.34it/s]
    Epoch 1:  91%|█████████ | 30634/33666 [16:29<01:37, 30.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5385/8416 [00:43<00:24, 123.34it/s]
    Epoch 1:  91%|█████████ | 30635/33666 [16:29<01:37, 30.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5386/8416 [00:43<00:24, 123.34it/s]
    Epoch 1:  91%|█████████ | 30636/33666 [16:29<01:37, 30.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5387/8416 [00:43<00:24, 123.34it/s]
    Epoch 1:  91%|█████████ | 30637/33666 [16:29<01:37, 30.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5388/8416 [00:43<00:24, 123.34it/s]
    Epoch 1:  91%|█████████ | 30638/33666 [16:29<01:37, 30.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5389/8416 [00:43<00:24, 123.34it/s]
    Epoch 1:  91%|█████████ | 30639/33666 [16:29<01:37, 30.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5390/8416 [00:43<00:24, 123.34it/s]
    Epoch 1:  91%|█████████ | 30640/33666 [16:29<01:37, 30.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5391/8416 [00:43<00:24, 123.34it/s]
    Epoch 1:  91%|█████████ | 30641/33666 [16:29<01:37, 30.96it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5392/8416 [00:43<00:24, 123.34it/s]
    Epoch 1:  91%|█████████ | 30642/33666 [16:29<01:37, 30.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5393/8416 [00:43<00:24, 123.34it/s]
    Epoch 1:  91%|█████████ | 30643/33666 [16:29<01:37, 30.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5394/8416 [00:43<00:24, 123.34it/s]
    Epoch 1:  91%|█████████ | 30644/33666 [16:29<01:37, 30.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5395/8416 [00:43<00:24, 123.34it/s]
    Epoch 1:  91%|█████████ | 30645/33666 [16:29<01:37, 30.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5396/8416 [00:43<00:24, 123.34it/s]
    Epoch 1:  91%|█████████ | 30646/33666 [16:29<01:37, 30.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5397/8416 [00:43<00:24, 123.34it/s]
    Epoch 1:  91%|█████████ | 30647/33666 [16:29<01:37, 30.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5398/8416 [00:43<00:24, 123.34it/s]
    Epoch 1:  91%|█████████ | 30648/33666 [16:29<01:37, 30.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5399/8416 [00:43<00:24, 123.34it/s]
    Epoch 1:  91%|█████████ | 30649/33666 [16:29<01:37, 30.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5400/8416 [00:43<00:24, 123.34it/s]
    Epoch 1:  91%|█████████ | 30650/33666 [16:29<01:37, 30.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5401/8416 [00:43<00:24, 123.33it/s]
    Epoch 1:  91%|█████████ | 30651/33666 [16:29<01:37, 30.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5402/8416 [00:43<00:24, 123.33it/s]
    Epoch 1:  91%|█████████ | 30652/33666 [16:29<01:37, 30.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5403/8416 [00:43<00:24, 123.33it/s]
    Epoch 1:  91%|█████████ | 30653/33666 [16:29<01:37, 30.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5404/8416 [00:43<00:24, 123.33it/s]
    Epoch 1:  91%|█████████ | 30654/33666 [16:29<01:37, 30.97it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5405/8416 [00:43<00:24, 123.34it/s]
    Epoch 1:  91%|█████████ | 30655/33666 [16:29<01:37, 30.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5406/8416 [00:43<00:24, 123.34it/s]
    Epoch 1:  91%|█████████ | 30656/33666 [16:29<01:37, 30.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5407/8416 [00:43<00:24, 123.34it/s]
    Epoch 1:  91%|█████████ | 30657/33666 [16:29<01:37, 30.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5408/8416 [00:43<00:24, 123.34it/s]
    Epoch 1:  91%|█████████ | 30658/33666 [16:29<01:37, 30.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5409/8416 [00:43<00:24, 123.34it/s]
    Epoch 1:  91%|█████████ | 30659/33666 [16:29<01:37, 30.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5410/8416 [00:43<00:24, 123.34it/s]
    Epoch 1:  91%|█████████ | 30660/33666 [16:29<01:37, 30.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5411/8416 [00:43<00:24, 123.34it/s]
    Epoch 1:  91%|█████████ | 30661/33666 [16:29<01:36, 30.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5412/8416 [00:43<00:24, 123.34it/s]
    Epoch 1:  91%|█████████ | 30662/33666 [16:29<01:36, 30.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5413/8416 [00:43<00:24, 123.34it/s]
    Epoch 1:  91%|█████████ | 30663/33666 [16:29<01:36, 30.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5414/8416 [00:43<00:24, 123.34it/s]
    Epoch 1:  91%|█████████ | 30664/33666 [16:29<01:36, 30.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5415/8416 [00:43<00:24, 123.34it/s]
    Epoch 1:  91%|█████████ | 30665/33666 [16:29<01:36, 30.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5416/8416 [00:43<00:24, 123.34it/s]
    Epoch 1:  91%|█████████ | 30666/33666 [16:29<01:36, 30.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5417/8416 [00:43<00:24, 123.34it/s]
    Epoch 1:  91%|█████████ | 30667/33666 [16:29<01:36, 30.98it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5418/8416 [00:43<00:24, 123.34it/s]
    Epoch 1:  91%|█████████ | 30668/33666 [16:29<01:36, 30.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5419/8416 [00:43<00:24, 123.34it/s]
    Epoch 1:  91%|█████████ | 30669/33666 [16:29<01:36, 30.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5420/8416 [00:43<00:24, 123.34it/s]
    Epoch 1:  91%|█████████ | 30670/33666 [16:29<01:36, 30.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5421/8416 [00:43<00:24, 123.34it/s]
    Epoch 1:  91%|█████████ | 30671/33666 [16:29<01:36, 30.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5422/8416 [00:43<00:24, 123.34it/s]
    Epoch 1:  91%|█████████ | 30672/33666 [16:29<01:36, 30.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5423/8416 [00:43<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30673/33666 [16:29<01:36, 30.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5424/8416 [00:43<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30674/33666 [16:29<01:36, 30.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5425/8416 [00:43<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30675/33666 [16:29<01:36, 30.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5426/8416 [00:43<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30676/33666 [16:29<01:36, 30.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5427/8416 [00:43<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30677/33666 [16:29<01:36, 30.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5428/8416 [00:44<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30678/33666 [16:29<01:36, 30.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5429/8416 [00:44<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30679/33666 [16:29<01:36, 30.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5430/8416 [00:44<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30680/33666 [16:29<01:36, 30.99it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5431/8416 [00:44<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30681/33666 [16:29<01:36, 31.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5432/8416 [00:44<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30682/33666 [16:29<01:36, 31.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5433/8416 [00:44<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30683/33666 [16:29<01:36, 31.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5434/8416 [00:44<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30684/33666 [16:29<01:36, 31.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5435/8416 [00:44<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30685/33666 [16:29<01:36, 31.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5436/8416 [00:44<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30686/33666 [16:29<01:36, 31.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5437/8416 [00:44<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30687/33666 [16:29<01:36, 31.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5438/8416 [00:44<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30688/33666 [16:29<01:36, 31.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5439/8416 [00:44<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30689/33666 [16:29<01:36, 31.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5440/8416 [00:44<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30690/33666 [16:29<01:35, 31.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5441/8416 [00:44<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30691/33666 [16:29<01:35, 31.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5442/8416 [00:44<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30692/33666 [16:29<01:35, 31.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5443/8416 [00:44<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30693/33666 [16:29<01:35, 31.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5444/8416 [00:44<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30694/33666 [16:29<01:35, 31.00it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5445/8416 [00:44<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30695/33666 [16:29<01:35, 31.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5446/8416 [00:44<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30696/33666 [16:29<01:35, 31.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5447/8416 [00:44<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30697/33666 [16:29<01:35, 31.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5448/8416 [00:44<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30698/33666 [16:30<01:35, 31.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5449/8416 [00:44<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30699/33666 [16:30<01:35, 31.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5450/8416 [00:44<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30700/33666 [16:30<01:35, 31.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5451/8416 [00:44<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30701/33666 [16:30<01:35, 31.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5452/8416 [00:44<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30702/33666 [16:30<01:35, 31.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5453/8416 [00:44<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30703/33666 [16:30<01:35, 31.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5454/8416 [00:44<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30704/33666 [16:30<01:35, 31.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5455/8416 [00:44<00:24, 123.35it/s]
    Epoch 1:  91%|█████████ | 30705/33666 [16:30<01:35, 31.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5456/8416 [00:44<00:23, 123.35it/s]
    Epoch 1:  91%|█████████ | 30706/33666 [16:30<01:35, 31.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5457/8416 [00:44<00:23, 123.35it/s]
    Epoch 1:  91%|█████████ | 30707/33666 [16:30<01:35, 31.01it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5458/8416 [00:44<00:23, 123.35it/s]
    Epoch 1:  91%|█████████ | 30708/33666 [16:30<01:35, 31.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5459/8416 [00:44<00:23, 123.35it/s]
    Epoch 1:  91%|█████████ | 30709/33666 [16:30<01:35, 31.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5460/8416 [00:44<00:23, 123.35it/s]
    Epoch 1:  91%|█████████ | 30710/33666 [16:30<01:35, 31.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5461/8416 [00:44<00:23, 123.35it/s]
    Epoch 1:  91%|█████████ | 30711/33666 [16:30<01:35, 31.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5462/8416 [00:44<00:23, 123.36it/s]
    Epoch 1:  91%|█████████ | 30712/33666 [16:30<01:35, 31.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5463/8416 [00:44<00:23, 123.36it/s]
    Epoch 1:  91%|█████████ | 30713/33666 [16:30<01:35, 31.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5464/8416 [00:44<00:23, 123.36it/s]
    Epoch 1:  91%|█████████ | 30714/33666 [16:30<01:35, 31.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5465/8416 [00:44<00:23, 123.36it/s]
    Epoch 1:  91%|█████████ | 30715/33666 [16:30<01:35, 31.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5466/8416 [00:44<00:23, 123.36it/s]
    Epoch 1:  91%|█████████ | 30716/33666 [16:30<01:35, 31.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5467/8416 [00:44<00:23, 123.36it/s]
    Epoch 1:  91%|█████████ | 30717/33666 [16:30<01:35, 31.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5468/8416 [00:44<00:23, 123.36it/s]
    Epoch 1:  91%|█████████ | 30718/33666 [16:30<01:35, 31.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5469/8416 [00:44<00:23, 123.36it/s]
    Epoch 1:  91%|█████████ | 30719/33666 [16:30<01:34, 31.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5470/8416 [00:44<00:23, 123.36it/s]
    Epoch 1:  91%|█████████ | 30720/33666 [16:30<01:34, 31.02it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5471/8416 [00:44<00:23, 123.36it/s]
    Epoch 1:  91%|█████████▏| 30721/33666 [16:30<01:34, 31.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5472/8416 [00:44<00:23, 123.36it/s]
    Epoch 1:  91%|█████████▏| 30722/33666 [16:30<01:34, 31.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5473/8416 [00:44<00:23, 123.36it/s]
    Epoch 1:  91%|█████████▏| 30723/33666 [16:30<01:34, 31.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5474/8416 [00:44<00:23, 123.36it/s]
    Epoch 1:  91%|█████████▏| 30724/33666 [16:30<01:34, 31.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5475/8416 [00:44<00:23, 123.35it/s]
    Epoch 1:  91%|█████████▏| 30725/33666 [16:30<01:34, 31.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5476/8416 [00:44<00:23, 123.35it/s]
    Epoch 1:  91%|█████████▏| 30726/33666 [16:30<01:34, 31.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5477/8416 [00:44<00:23, 123.35it/s]
    Epoch 1:  91%|█████████▏| 30727/33666 [16:30<01:34, 31.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5478/8416 [00:44<00:23, 123.35it/s]
    Epoch 1:  91%|█████████▏| 30728/33666 [16:30<01:34, 31.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5479/8416 [00:44<00:23, 123.35it/s]
    Epoch 1:  91%|█████████▏| 30729/33666 [16:30<01:34, 31.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5480/8416 [00:44<00:23, 123.35it/s]
    Epoch 1:  91%|█████████▏| 30730/33666 [16:30<01:34, 31.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5481/8416 [00:44<00:23, 123.35it/s]
    Epoch 1:  91%|█████████▏| 30731/33666 [16:30<01:34, 31.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5482/8416 [00:44<00:23, 123.35it/s]
    Epoch 1:  91%|█████████▏| 30732/33666 [16:30<01:34, 31.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5483/8416 [00:44<00:23, 123.35it/s]
    Epoch 1:  91%|█████████▏| 30733/33666 [16:30<01:34, 31.03it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5484/8416 [00:44<00:23, 123.35it/s]
    Epoch 1:  91%|█████████▏| 30734/33666 [16:30<01:34, 31.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5485/8416 [00:44<00:23, 123.35it/s]
    Epoch 1:  91%|█████████▏| 30735/33666 [16:30<01:34, 31.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5486/8416 [00:44<00:23, 123.35it/s]
    Epoch 1:  91%|█████████▏| 30736/33666 [16:30<01:34, 31.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5487/8416 [00:44<00:23, 123.34it/s]
    Epoch 1:  91%|█████████▏| 30737/33666 [16:30<01:34, 31.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5488/8416 [00:44<00:23, 123.34it/s]
    Epoch 1:  91%|█████████▏| 30738/33666 [16:30<01:34, 31.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5489/8416 [00:44<00:23, 123.34it/s]
    Epoch 1:  91%|█████████▏| 30739/33666 [16:30<01:34, 31.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5490/8416 [00:44<00:23, 123.34it/s]
    Epoch 1:  91%|█████████▏| 30740/33666 [16:30<01:34, 31.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5491/8416 [00:44<00:23, 123.34it/s]
    Epoch 1:  91%|█████████▏| 30741/33666 [16:30<01:34, 31.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5492/8416 [00:44<00:23, 123.34it/s]
    Epoch 1:  91%|█████████▏| 30742/33666 [16:30<01:34, 31.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5493/8416 [00:44<00:23, 123.34it/s]
    Epoch 1:  91%|█████████▏| 30743/33666 [16:30<01:34, 31.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5494/8416 [00:44<00:23, 123.34it/s]
    Epoch 1:  91%|█████████▏| 30744/33666 [16:30<01:34, 31.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5495/8416 [00:44<00:23, 123.34it/s]
    Epoch 1:  91%|█████████▏| 30745/33666 [16:30<01:34, 31.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5496/8416 [00:44<00:23, 123.34it/s]
    Epoch 1:  91%|█████████▏| 30746/33666 [16:30<01:34, 31.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5497/8416 [00:44<00:23, 123.34it/s]
    Epoch 1:  91%|█████████▏| 30747/33666 [16:30<01:34, 31.04it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5498/8416 [00:44<00:23, 123.34it/s]
    Epoch 1:  91%|█████████▏| 30748/33666 [16:30<01:33, 31.05it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5499/8416 [00:44<00:23, 123.34it/s]
    Epoch 1:  91%|█████████▏| 30749/33666 [16:30<01:33, 31.05it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5500/8416 [00:44<00:23, 123.34it/s]
    Epoch 1:  91%|█████████▏| 30750/33666 [16:30<01:33, 31.05it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5501/8416 [00:44<00:23, 123.34it/s]
    Epoch 1:  91%|█████████▏| 30751/33666 [16:30<01:33, 31.05it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5502/8416 [00:44<00:23, 123.34it/s]
    Epoch 1:  91%|█████████▏| 30752/33666 [16:30<01:33, 31.05it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5503/8416 [00:44<00:23, 123.34it/s]
    Epoch 1:  91%|█████████▏| 30753/33666 [16:30<01:33, 31.05it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5504/8416 [00:44<00:23, 123.34it/s]
    Epoch 1:  91%|█████████▏| 30754/33666 [16:30<01:33, 31.05it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5505/8416 [00:44<00:23, 123.35it/s]
    Epoch 1:  91%|█████████▏| 30755/33666 [16:30<01:33, 31.05it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5506/8416 [00:44<00:23, 123.35it/s]
    Epoch 1:  91%|█████████▏| 30756/33666 [16:30<01:33, 31.05it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5507/8416 [00:44<00:23, 123.35it/s]
    Epoch 1:  91%|█████████▏| 30757/33666 [16:30<01:33, 31.05it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5508/8416 [00:44<00:23, 123.34it/s]
    Epoch 1:  91%|█████████▏| 30758/33666 [16:30<01:33, 31.05it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5509/8416 [00:44<00:23, 123.35it/s]
    Epoch 1:  91%|█████████▏| 30759/33666 [16:30<01:33, 31.05it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5510/8416 [00:44<00:23, 123.35it/s]
    Epoch 1:  91%|█████████▏| 30760/33666 [16:30<01:33, 31.05it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5511/8416 [00:44<00:23, 123.35it/s]
    Epoch 1:  91%|█████████▏| 30761/33666 [16:30<01:33, 31.06it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5512/8416 [00:44<00:23, 123.35it/s]
    Epoch 1:  91%|█████████▏| 30762/33666 [16:30<01:33, 31.06it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5513/8416 [00:44<00:23, 123.35it/s]
    Epoch 1:  91%|█████████▏| 30763/33666 [16:30<01:33, 31.06it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5514/8416 [00:44<00:23, 123.35it/s]
    Epoch 1:  91%|█████████▏| 30764/33666 [16:30<01:33, 31.06it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5515/8416 [00:44<00:23, 123.35it/s]
    Epoch 1:  91%|█████████▏| 30765/33666 [16:30<01:33, 31.06it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5516/8416 [00:44<00:23, 123.35it/s]
    Epoch 1:  91%|█████████▏| 30766/33666 [16:30<01:33, 31.06it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5517/8416 [00:44<00:23, 123.35it/s]
    Epoch 1:  91%|█████████▏| 30767/33666 [16:30<01:33, 31.06it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5518/8416 [00:44<00:23, 123.35it/s]
    Epoch 1:  91%|█████████▏| 30768/33666 [16:30<01:33, 31.06it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5519/8416 [00:44<00:23, 123.35it/s]
    Epoch 1:  91%|█████████▏| 30769/33666 [16:30<01:33, 31.06it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5520/8416 [00:44<00:23, 123.35it/s]
    Epoch 1:  91%|█████████▏| 30770/33666 [16:30<01:33, 31.06it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5521/8416 [00:44<00:23, 123.35it/s]
    Epoch 1:  91%|█████████▏| 30771/33666 [16:30<01:33, 31.06it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5522/8416 [00:44<00:23, 123.35it/s]
    Epoch 1:  91%|█████████▏| 30772/33666 [16:30<01:33, 31.06it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5523/8416 [00:44<00:23, 123.36it/s]
    Epoch 1:  91%|█████████▏| 30773/33666 [16:30<01:33, 31.06it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5524/8416 [00:44<00:23, 123.36it/s]
    Epoch 1:  91%|█████████▏| 30774/33666 [16:30<01:33, 31.07it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5525/8416 [00:44<00:23, 123.36it/s]
    Epoch 1:  91%|█████████▏| 30775/33666 [16:30<01:33, 31.07it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5526/8416 [00:44<00:23, 123.36it/s]
    Epoch 1:  91%|█████████▏| 30776/33666 [16:30<01:33, 31.07it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5527/8416 [00:44<00:23, 123.36it/s]
    Epoch 1:  91%|█████████▏| 30777/33666 [16:30<01:32, 31.07it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5528/8416 [00:44<00:23, 123.36it/s]
    Epoch 1:  91%|█████████▏| 30778/33666 [16:30<01:32, 31.07it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5529/8416 [00:44<00:23, 123.36it/s]
    Epoch 1:  91%|█████████▏| 30779/33666 [16:30<01:32, 31.07it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5530/8416 [00:44<00:23, 123.36it/s]
    Epoch 1:  91%|█████████▏| 30780/33666 [16:30<01:32, 31.07it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5531/8416 [00:44<00:23, 123.36it/s]
    Epoch 1:  91%|█████████▏| 30781/33666 [16:30<01:32, 31.07it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5532/8416 [00:44<00:23, 123.36it/s]
    Epoch 1:  91%|█████████▏| 30782/33666 [16:30<01:32, 31.07it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5533/8416 [00:44<00:23, 123.36it/s]
    Epoch 1:  91%|█████████▏| 30783/33666 [16:30<01:32, 31.07it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5534/8416 [00:44<00:23, 123.36it/s]
    Epoch 1:  91%|█████████▏| 30784/33666 [16:30<01:32, 31.07it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5535/8416 [00:44<00:23, 123.36it/s]
    Epoch 1:  91%|█████████▏| 30785/33666 [16:30<01:32, 31.07it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5536/8416 [00:44<00:23, 123.36it/s]
    Epoch 1:  91%|█████████▏| 30786/33666 [16:30<01:32, 31.07it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5537/8416 [00:44<00:23, 123.36it/s]
    Epoch 1:  91%|█████████▏| 30787/33666 [16:30<01:32, 31.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5538/8416 [00:44<00:23, 123.36it/s]
    Epoch 1:  91%|█████████▏| 30788/33666 [16:30<01:32, 31.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5539/8416 [00:44<00:23, 123.36it/s]
    Epoch 1:  91%|█████████▏| 30789/33666 [16:30<01:32, 31.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5540/8416 [00:44<00:23, 123.36it/s]
    Epoch 1:  91%|█████████▏| 30790/33666 [16:30<01:32, 31.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5541/8416 [00:44<00:23, 123.37it/s]
    Epoch 1:  91%|█████████▏| 30791/33666 [16:30<01:32, 31.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5542/8416 [00:44<00:23, 123.37it/s]
    Epoch 1:  91%|█████████▏| 30792/33666 [16:30<01:32, 31.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5543/8416 [00:44<00:23, 123.37it/s]
    Epoch 1:  91%|█████████▏| 30793/33666 [16:30<01:32, 31.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5544/8416 [00:44<00:23, 123.37it/s]
    Epoch 1:  91%|█████████▏| 30794/33666 [16:30<01:32, 31.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5545/8416 [00:44<00:23, 123.37it/s]
    Epoch 1:  91%|█████████▏| 30795/33666 [16:30<01:32, 31.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5546/8416 [00:44<00:23, 123.37it/s]
    Epoch 1:  91%|█████████▏| 30796/33666 [16:30<01:32, 31.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5547/8416 [00:44<00:23, 123.37it/s]
    Epoch 1:  91%|█████████▏| 30797/33666 [16:30<01:32, 31.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5548/8416 [00:44<00:23, 123.37it/s]
    Epoch 1:  91%|█████████▏| 30798/33666 [16:30<01:32, 31.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5549/8416 [00:44<00:23, 123.37it/s]
    Epoch 1:  91%|█████████▏| 30799/33666 [16:30<01:32, 31.08it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5550/8416 [00:44<00:23, 123.37it/s]
    Epoch 1:  91%|█████████▏| 30800/33666 [16:30<01:32, 31.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5551/8416 [00:44<00:23, 123.37it/s]
    Epoch 1:  91%|█████████▏| 30801/33666 [16:30<01:32, 31.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5552/8416 [00:45<00:23, 123.37it/s]
    Epoch 1:  91%|█████████▏| 30802/33666 [16:30<01:32, 31.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5553/8416 [00:45<00:23, 123.37it/s]
    Epoch 1:  91%|█████████▏| 30803/33666 [16:30<01:32, 31.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5554/8416 [00:45<00:23, 123.37it/s]
    Epoch 1:  91%|█████████▏| 30804/33666 [16:30<01:32, 31.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5555/8416 [00:45<00:23, 123.37it/s]
    Epoch 1:  92%|█████████▏| 30805/33666 [16:30<01:32, 31.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5556/8416 [00:45<00:23, 123.37it/s]
    Epoch 1:  92%|█████████▏| 30806/33666 [16:30<01:31, 31.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5557/8416 [00:45<00:23, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30807/33666 [16:30<01:31, 31.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5558/8416 [00:45<00:23, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30808/33666 [16:30<01:31, 31.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5559/8416 [00:45<00:23, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30809/33666 [16:30<01:31, 31.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5560/8416 [00:45<00:23, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30810/33666 [16:30<01:31, 31.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5561/8416 [00:45<00:23, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30811/33666 [16:30<01:31, 31.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5562/8416 [00:45<00:23, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30812/33666 [16:30<01:31, 31.09it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5563/8416 [00:45<00:23, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30813/33666 [16:30<01:31, 31.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5564/8416 [00:45<00:23, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30814/33666 [16:30<01:31, 31.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5565/8416 [00:45<00:23, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30815/33666 [16:30<01:31, 31.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5566/8416 [00:45<00:23, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30816/33666 [16:30<01:31, 31.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5567/8416 [00:45<00:23, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30817/33666 [16:30<01:31, 31.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5568/8416 [00:45<00:23, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30818/33666 [16:30<01:31, 31.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5569/8416 [00:45<00:23, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30819/33666 [16:30<01:31, 31.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5570/8416 [00:45<00:23, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30820/33666 [16:30<01:31, 31.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5571/8416 [00:45<00:23, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30821/33666 [16:30<01:31, 31.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5572/8416 [00:45<00:23, 123.37it/s]
    Epoch 1:  92%|█████████▏| 30822/33666 [16:31<01:31, 31.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5573/8416 [00:45<00:23, 123.37it/s]
    Epoch 1:  92%|█████████▏| 30823/33666 [16:31<01:31, 31.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5574/8416 [00:45<00:23, 123.37it/s]
    Epoch 1:  92%|█████████▏| 30824/33666 [16:31<01:31, 31.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5575/8416 [00:45<00:23, 123.37it/s]
    Epoch 1:  92%|█████████▏| 30825/33666 [16:31<01:31, 31.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5576/8416 [00:45<00:23, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30826/33666 [16:31<01:31, 31.10it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5577/8416 [00:45<00:23, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30827/33666 [16:31<01:31, 31.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5578/8416 [00:45<00:23, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30828/33666 [16:31<01:31, 31.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5579/8416 [00:45<00:22, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30829/33666 [16:31<01:31, 31.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5580/8416 [00:45<00:22, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30830/33666 [16:31<01:31, 31.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5581/8416 [00:45<00:22, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30831/33666 [16:31<01:31, 31.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5582/8416 [00:45<00:22, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30832/33666 [16:31<01:31, 31.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5583/8416 [00:45<00:22, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30833/33666 [16:31<01:31, 31.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5584/8416 [00:45<00:22, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30834/33666 [16:31<01:31, 31.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5585/8416 [00:45<00:22, 123.37it/s]
    Epoch 1:  92%|█████████▏| 30835/33666 [16:31<01:30, 31.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5586/8416 [00:45<00:22, 123.37it/s]
    Epoch 1:  92%|█████████▏| 30836/33666 [16:31<01:30, 31.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5587/8416 [00:45<00:22, 123.37it/s]
    Epoch 1:  92%|█████████▏| 30837/33666 [16:31<01:30, 31.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5588/8416 [00:45<00:22, 123.37it/s]
    Epoch 1:  92%|█████████▏| 30838/33666 [16:31<01:30, 31.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5589/8416 [00:45<00:22, 123.37it/s]
    Epoch 1:  92%|█████████▏| 30839/33666 [16:31<01:30, 31.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5590/8416 [00:45<00:22, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30840/33666 [16:31<01:30, 31.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5591/8416 [00:45<00:22, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30841/33666 [16:31<01:30, 31.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5592/8416 [00:45<00:22, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30842/33666 [16:31<01:30, 31.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5593/8416 [00:45<00:22, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30843/33666 [16:31<01:30, 31.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5594/8416 [00:45<00:22, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30844/33666 [16:31<01:30, 31.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5595/8416 [00:45<00:22, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30845/33666 [16:31<01:30, 31.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5596/8416 [00:45<00:22, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30846/33666 [16:31<01:30, 31.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5597/8416 [00:45<00:22, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30847/33666 [16:31<01:30, 31.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5598/8416 [00:45<00:22, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30848/33666 [16:31<01:30, 31.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5599/8416 [00:45<00:22, 123.37it/s]
    Epoch 1:  92%|█████████▏| 30849/33666 [16:31<01:30, 31.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5600/8416 [00:45<00:22, 123.37it/s]
    Epoch 1:  92%|█████████▏| 30850/33666 [16:31<01:30, 31.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5601/8416 [00:45<00:22, 123.37it/s]
    Epoch 1:  92%|█████████▏| 30851/33666 [16:31<01:30, 31.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5602/8416 [00:45<00:22, 123.37it/s]
    Epoch 1:  92%|█████████▏| 30852/33666 [16:31<01:30, 31.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5603/8416 [00:45<00:22, 123.37it/s]
    Epoch 1:  92%|█████████▏| 30853/33666 [16:31<01:30, 31.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5604/8416 [00:45<00:22, 123.37it/s]
    Epoch 1:  92%|█████████▏| 30854/33666 [16:31<01:30, 31.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5605/8416 [00:45<00:22, 123.37it/s]
    Epoch 1:  92%|█████████▏| 30855/33666 [16:31<01:30, 31.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5606/8416 [00:45<00:22, 123.37it/s]
    Epoch 1:  92%|█████████▏| 30856/33666 [16:31<01:30, 31.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5607/8416 [00:45<00:22, 123.37it/s]
    Epoch 1:  92%|█████████▏| 30857/33666 [16:31<01:30, 31.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5608/8416 [00:45<00:22, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30858/33666 [16:31<01:30, 31.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5609/8416 [00:45<00:22, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30859/33666 [16:31<01:30, 31.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5610/8416 [00:45<00:22, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30860/33666 [16:31<01:30, 31.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5611/8416 [00:45<00:22, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30861/33666 [16:31<01:30, 31.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5612/8416 [00:45<00:22, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30862/33666 [16:31<01:30, 31.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5613/8416 [00:45<00:22, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30863/33666 [16:31<01:30, 31.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5614/8416 [00:45<00:22, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30864/33666 [16:31<01:29, 31.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5615/8416 [00:45<00:22, 123.37it/s]
    Epoch 1:  92%|█████████▏| 30865/33666 [16:31<01:29, 31.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5616/8416 [00:45<00:22, 123.37it/s]
    Epoch 1:  92%|█████████▏| 30866/33666 [16:31<01:29, 31.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5617/8416 [00:45<00:22, 123.37it/s]
    Epoch 1:  92%|█████████▏| 30867/33666 [16:31<01:29, 31.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5618/8416 [00:45<00:22, 123.37it/s]
    Epoch 1:  92%|█████████▏| 30868/33666 [16:31<01:29, 31.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5619/8416 [00:45<00:22, 123.37it/s]
    Epoch 1:  92%|█████████▏| 30869/33666 [16:31<01:29, 31.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5620/8416 [00:45<00:22, 123.37it/s]
    Epoch 1:  92%|█████████▏| 30870/33666 [16:31<01:29, 31.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5621/8416 [00:45<00:22, 123.37it/s]
    Epoch 1:  92%|█████████▏| 30871/33666 [16:31<01:29, 31.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5622/8416 [00:45<00:22, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30872/33666 [16:31<01:29, 31.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5623/8416 [00:45<00:22, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30873/33666 [16:31<01:29, 31.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5624/8416 [00:45<00:22, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30874/33666 [16:31<01:29, 31.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5625/8416 [00:45<00:22, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30875/33666 [16:31<01:29, 31.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5626/8416 [00:45<00:22, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30876/33666 [16:31<01:29, 31.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5627/8416 [00:45<00:22, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30877/33666 [16:31<01:29, 31.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5628/8416 [00:45<00:22, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30878/33666 [16:31<01:29, 31.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5629/8416 [00:45<00:22, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30879/33666 [16:31<01:29, 31.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5630/8416 [00:45<00:22, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30880/33666 [16:31<01:29, 31.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5631/8416 [00:45<00:22, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30881/33666 [16:31<01:29, 31.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5632/8416 [00:45<00:22, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30882/33666 [16:31<01:29, 31.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5633/8416 [00:45<00:22, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30883/33666 [16:31<01:29, 31.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5634/8416 [00:45<00:22, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30884/33666 [16:31<01:29, 31.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5635/8416 [00:45<00:22, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30885/33666 [16:31<01:29, 31.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5636/8416 [00:45<00:22, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30886/33666 [16:31<01:29, 31.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5637/8416 [00:45<00:22, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30887/33666 [16:31<01:29, 31.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5638/8416 [00:45<00:22, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30888/33666 [16:31<01:29, 31.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5639/8416 [00:45<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30889/33666 [16:31<01:29, 31.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5640/8416 [00:45<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30890/33666 [16:31<01:29, 31.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5641/8416 [00:45<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30891/33666 [16:31<01:29, 31.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5642/8416 [00:45<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30892/33666 [16:31<01:29, 31.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5643/8416 [00:45<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30893/33666 [16:31<01:29, 31.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5644/8416 [00:45<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30894/33666 [16:31<01:28, 31.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5645/8416 [00:45<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30895/33666 [16:31<01:28, 31.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5646/8416 [00:45<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30896/33666 [16:31<01:28, 31.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5647/8416 [00:45<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30897/33666 [16:31<01:28, 31.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5648/8416 [00:45<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30898/33666 [16:31<01:28, 31.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5649/8416 [00:45<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30899/33666 [16:31<01:28, 31.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5650/8416 [00:45<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30900/33666 [16:31<01:28, 31.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5651/8416 [00:45<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30901/33666 [16:31<01:28, 31.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5652/8416 [00:45<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30902/33666 [16:31<01:28, 31.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5653/8416 [00:45<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30903/33666 [16:31<01:28, 31.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5654/8416 [00:45<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30904/33666 [16:31<01:28, 31.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5655/8416 [00:45<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30905/33666 [16:31<01:28, 31.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5656/8416 [00:45<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30906/33666 [16:31<01:28, 31.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5657/8416 [00:45<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30907/33666 [16:31<01:28, 31.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5658/8416 [00:45<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30908/33666 [16:31<01:28, 31.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5659/8416 [00:45<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30909/33666 [16:31<01:28, 31.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5660/8416 [00:45<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30910/33666 [16:31<01:28, 31.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5661/8416 [00:45<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30911/33666 [16:31<01:28, 31.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5662/8416 [00:45<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30912/33666 [16:31<01:28, 31.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5663/8416 [00:45<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30913/33666 [16:31<01:28, 31.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5664/8416 [00:45<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30914/33666 [16:31<01:28, 31.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5665/8416 [00:45<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30915/33666 [16:31<01:28, 31.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5666/8416 [00:45<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30916/33666 [16:31<01:28, 31.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5667/8416 [00:45<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30917/33666 [16:31<01:28, 31.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5668/8416 [00:45<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30918/33666 [16:31<01:28, 31.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5669/8416 [00:45<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30919/33666 [16:31<01:28, 31.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5670/8416 [00:45<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30920/33666 [16:31<01:28, 31.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5671/8416 [00:45<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30921/33666 [16:31<01:28, 31.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5672/8416 [00:45<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30922/33666 [16:31<01:28, 31.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5673/8416 [00:45<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30923/33666 [16:31<01:27, 31.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5674/8416 [00:45<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30924/33666 [16:31<01:27, 31.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5675/8416 [00:45<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30925/33666 [16:31<01:27, 31.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5676/8416 [00:45<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30926/33666 [16:31<01:27, 31.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5677/8416 [00:46<00:22, 123.40it/s]
    Epoch 1:  92%|█████████▏| 30927/33666 [16:31<01:27, 31.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5678/8416 [00:46<00:22, 123.40it/s]
    Epoch 1:  92%|█████████▏| 30928/33666 [16:31<01:27, 31.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5679/8416 [00:46<00:22, 123.40it/s]
    Epoch 1:  92%|█████████▏| 30929/33666 [16:31<01:27, 31.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5680/8416 [00:46<00:22, 123.40it/s]
    Epoch 1:  92%|█████████▏| 30930/33666 [16:31<01:27, 31.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5681/8416 [00:46<00:22, 123.40it/s]
    Epoch 1:  92%|█████████▏| 30931/33666 [16:31<01:27, 31.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5682/8416 [00:46<00:22, 123.40it/s]
    Epoch 1:  92%|█████████▏| 30932/33666 [16:31<01:27, 31.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5683/8416 [00:46<00:22, 123.40it/s]
    Epoch 1:  92%|█████████▏| 30933/33666 [16:31<01:27, 31.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5684/8416 [00:46<00:22, 123.40it/s]
    Epoch 1:  92%|█████████▏| 30934/33666 [16:31<01:27, 31.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5685/8416 [00:46<00:22, 123.40it/s]
    Epoch 1:  92%|█████████▏| 30935/33666 [16:31<01:27, 31.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5686/8416 [00:46<00:22, 123.40it/s]
    Epoch 1:  92%|█████████▏| 30936/33666 [16:31<01:27, 31.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5687/8416 [00:46<00:22, 123.40it/s]
    Epoch 1:  92%|█████████▏| 30937/33666 [16:31<01:27, 31.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5688/8416 [00:46<00:22, 123.40it/s]
    Epoch 1:  92%|█████████▏| 30938/33666 [16:31<01:27, 31.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5689/8416 [00:46<00:22, 123.40it/s]
    Epoch 1:  92%|█████████▏| 30939/33666 [16:31<01:27, 31.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5690/8416 [00:46<00:22, 123.40it/s]
    Epoch 1:  92%|█████████▏| 30940/33666 [16:31<01:27, 31.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5691/8416 [00:46<00:22, 123.40it/s]
    Epoch 1:  92%|█████████▏| 30941/33666 [16:31<01:27, 31.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5692/8416 [00:46<00:22, 123.41it/s]
    Epoch 1:  92%|█████████▏| 30942/33666 [16:31<01:27, 31.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5693/8416 [00:46<00:22, 123.40it/s]
    Epoch 1:  92%|█████████▏| 30943/33666 [16:31<01:27, 31.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5694/8416 [00:46<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30944/33666 [16:31<01:27, 31.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5695/8416 [00:46<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30945/33666 [16:31<01:27, 31.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5696/8416 [00:46<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30946/33666 [16:31<01:27, 31.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5697/8416 [00:46<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30947/33666 [16:32<01:27, 31.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5698/8416 [00:46<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30948/33666 [16:32<01:27, 31.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5699/8416 [00:46<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30949/33666 [16:32<01:27, 31.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5700/8416 [00:46<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30950/33666 [16:32<01:27, 31.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5701/8416 [00:46<00:22, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30951/33666 [16:32<01:27, 31.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5702/8416 [00:46<00:21, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30952/33666 [16:32<01:26, 31.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5703/8416 [00:46<00:21, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30953/33666 [16:32<01:26, 31.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5704/8416 [00:46<00:21, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30954/33666 [16:32<01:26, 31.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5705/8416 [00:46<00:21, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30955/33666 [16:32<01:26, 31.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5706/8416 [00:46<00:21, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30956/33666 [16:32<01:26, 31.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5707/8416 [00:46<00:21, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30957/33666 [16:32<01:26, 31.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5708/8416 [00:46<00:21, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30958/33666 [16:32<01:26, 31.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5709/8416 [00:46<00:21, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30959/33666 [16:32<01:26, 31.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5710/8416 [00:46<00:21, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30960/33666 [16:32<01:26, 31.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5711/8416 [00:46<00:21, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30961/33666 [16:32<01:26, 31.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5712/8416 [00:46<00:21, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30962/33666 [16:32<01:26, 31.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5713/8416 [00:46<00:21, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30963/33666 [16:32<01:26, 31.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5714/8416 [00:46<00:21, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30964/33666 [16:32<01:26, 31.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5715/8416 [00:46<00:21, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30965/33666 [16:32<01:26, 31.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5716/8416 [00:46<00:21, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30966/33666 [16:32<01:26, 31.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5717/8416 [00:46<00:21, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30967/33666 [16:32<01:26, 31.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5718/8416 [00:46<00:21, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30968/33666 [16:32<01:26, 31.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5719/8416 [00:46<00:21, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30969/33666 [16:32<01:26, 31.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5720/8416 [00:46<00:21, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30970/33666 [16:32<01:26, 31.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5721/8416 [00:46<00:21, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30971/33666 [16:32<01:26, 31.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5722/8416 [00:46<00:21, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30972/33666 [16:32<01:26, 31.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5723/8416 [00:46<00:21, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30973/33666 [16:32<01:26, 31.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5724/8416 [00:46<00:21, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30974/33666 [16:32<01:26, 31.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5725/8416 [00:46<00:21, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30975/33666 [16:32<01:26, 31.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5726/8416 [00:46<00:21, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30976/33666 [16:32<01:26, 31.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5727/8416 [00:46<00:21, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30977/33666 [16:32<01:26, 31.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5728/8416 [00:46<00:21, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30978/33666 [16:32<01:26, 31.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5729/8416 [00:46<00:21, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30979/33666 [16:32<01:26, 31.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5730/8416 [00:46<00:21, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30980/33666 [16:32<01:26, 31.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5731/8416 [00:46<00:21, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30981/33666 [16:32<01:25, 31.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5732/8416 [00:46<00:21, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30982/33666 [16:32<01:25, 31.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5733/8416 [00:46<00:21, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30983/33666 [16:32<01:25, 31.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5734/8416 [00:46<00:21, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30984/33666 [16:32<01:25, 31.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5735/8416 [00:46<00:21, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30985/33666 [16:32<01:25, 31.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5736/8416 [00:46<00:21, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30986/33666 [16:32<01:25, 31.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5737/8416 [00:46<00:21, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30987/33666 [16:32<01:25, 31.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5738/8416 [00:46<00:21, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30988/33666 [16:32<01:25, 31.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5739/8416 [00:46<00:21, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30989/33666 [16:32<01:25, 31.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5740/8416 [00:46<00:21, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30990/33666 [16:32<01:25, 31.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5741/8416 [00:46<00:21, 123.39it/s]
    Epoch 1:  92%|█████████▏| 30991/33666 [16:32<01:25, 31.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5742/8416 [00:46<00:21, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30992/33666 [16:32<01:25, 31.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5743/8416 [00:46<00:21, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30993/33666 [16:32<01:25, 31.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5744/8416 [00:46<00:21, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30994/33666 [16:32<01:25, 31.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5745/8416 [00:46<00:21, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30995/33666 [16:32<01:25, 31.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5746/8416 [00:46<00:21, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30996/33666 [16:32<01:25, 31.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5747/8416 [00:46<00:21, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30997/33666 [16:32<01:25, 31.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5748/8416 [00:46<00:21, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30998/33666 [16:32<01:25, 31.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5749/8416 [00:46<00:21, 123.38it/s]
    Epoch 1:  92%|█████████▏| 30999/33666 [16:32<01:25, 31.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5750/8416 [00:46<00:21, 123.38it/s]
    Epoch 1:  92%|█████████▏| 31000/33666 [16:32<01:25, 31.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5751/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31001/33666 [16:32<01:25, 31.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5752/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31002/33666 [16:32<01:25, 31.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5753/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31003/33666 [16:32<01:25, 31.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5754/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31004/33666 [16:32<01:25, 31.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5755/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31005/33666 [16:32<01:25, 31.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5756/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31006/33666 [16:32<01:25, 31.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5757/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31007/33666 [16:32<01:25, 31.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5758/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31008/33666 [16:32<01:25, 31.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5759/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31009/33666 [16:32<01:25, 31.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5760/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31010/33666 [16:32<01:25, 31.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5761/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31011/33666 [16:32<01:24, 31.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5762/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31012/33666 [16:32<01:24, 31.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5763/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31013/33666 [16:32<01:24, 31.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5764/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31014/33666 [16:32<01:24, 31.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5765/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31015/33666 [16:32<01:24, 31.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5766/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31016/33666 [16:32<01:24, 31.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5767/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31017/33666 [16:32<01:24, 31.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5768/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31018/33666 [16:32<01:24, 31.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5769/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31019/33666 [16:32<01:24, 31.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5770/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31020/33666 [16:32<01:24, 31.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5771/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31021/33666 [16:32<01:24, 31.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5772/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31022/33666 [16:32<01:24, 31.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5773/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31023/33666 [16:32<01:24, 31.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5774/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31024/33666 [16:32<01:24, 31.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5775/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31025/33666 [16:32<01:24, 31.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5776/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31026/33666 [16:32<01:24, 31.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5777/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31027/33666 [16:32<01:24, 31.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5778/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31028/33666 [16:32<01:24, 31.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5779/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31029/33666 [16:32<01:24, 31.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5780/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31030/33666 [16:32<01:24, 31.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5781/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31031/33666 [16:32<01:24, 31.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5782/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31032/33666 [16:32<01:24, 31.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5783/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31033/33666 [16:32<01:24, 31.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5784/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31034/33666 [16:32<01:24, 31.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5785/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31035/33666 [16:32<01:24, 31.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5786/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31036/33666 [16:32<01:24, 31.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5787/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31037/33666 [16:32<01:24, 31.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5788/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31038/33666 [16:32<01:24, 31.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5789/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31039/33666 [16:32<01:24, 31.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5790/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31040/33666 [16:32<01:23, 31.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5791/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31041/33666 [16:32<01:23, 31.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5792/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31042/33666 [16:32<01:23, 31.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5793/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31043/33666 [16:32<01:23, 31.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5794/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31044/33666 [16:32<01:23, 31.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5795/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31045/33666 [16:32<01:23, 31.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5796/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31046/33666 [16:32<01:23, 31.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5797/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31047/33666 [16:32<01:23, 31.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5798/8416 [00:46<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31048/33666 [16:32<01:23, 31.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5799/8416 [00:47<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31049/33666 [16:32<01:23, 31.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5800/8416 [00:47<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31050/33666 [16:32<01:23, 31.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5801/8416 [00:47<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31051/33666 [16:32<01:23, 31.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5802/8416 [00:47<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31052/33666 [16:32<01:23, 31.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5803/8416 [00:47<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31053/33666 [16:32<01:23, 31.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5804/8416 [00:47<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31054/33666 [16:32<01:23, 31.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5805/8416 [00:47<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31055/33666 [16:32<01:23, 31.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5806/8416 [00:47<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31056/33666 [16:32<01:23, 31.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5807/8416 [00:47<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31057/33666 [16:32<01:23, 31.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5808/8416 [00:47<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31058/33666 [16:32<01:23, 31.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5809/8416 [00:47<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31059/33666 [16:32<01:23, 31.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5810/8416 [00:47<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31060/33666 [16:32<01:23, 31.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5811/8416 [00:47<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31061/33666 [16:32<01:23, 31.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5812/8416 [00:47<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31062/33666 [16:32<01:23, 31.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5813/8416 [00:47<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31063/33666 [16:32<01:23, 31.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5814/8416 [00:47<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31064/33666 [16:32<01:23, 31.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5815/8416 [00:47<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31065/33666 [16:32<01:23, 31.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5816/8416 [00:47<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31066/33666 [16:32<01:23, 31.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5817/8416 [00:47<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31067/33666 [16:32<01:23, 31.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5818/8416 [00:47<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31068/33666 [16:32<01:23, 31.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5819/8416 [00:47<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31069/33666 [16:33<01:23, 31.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5820/8416 [00:47<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31070/33666 [16:33<01:22, 31.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5821/8416 [00:47<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31071/33666 [16:33<01:22, 31.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5822/8416 [00:47<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31072/33666 [16:33<01:22, 31.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5823/8416 [00:47<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31073/33666 [16:33<01:22, 31.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5824/8416 [00:47<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31074/33666 [16:33<01:22, 31.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5825/8416 [00:47<00:21, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31075/33666 [16:33<01:22, 31.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5826/8416 [00:47<00:20, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31076/33666 [16:33<01:22, 31.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5827/8416 [00:47<00:20, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31077/33666 [16:33<01:22, 31.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5828/8416 [00:47<00:20, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31078/33666 [16:33<01:22, 31.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5829/8416 [00:47<00:20, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31079/33666 [16:33<01:22, 31.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5830/8416 [00:47<00:20, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31080/33666 [16:33<01:22, 31.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5831/8416 [00:47<00:20, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31081/33666 [16:33<01:22, 31.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5832/8416 [00:47<00:20, 123.38it/s]
    Epoch 1:  92%|█████████▏| 31082/33666 [16:33<01:22, 31.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5833/8416 [00:47<00:20, 123.38it/s]
    Epoch 1:  92%|█████████▏| 31083/33666 [16:33<01:22, 31.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5834/8416 [00:47<00:20, 123.38it/s]
    Epoch 1:  92%|█████████▏| 31084/33666 [16:33<01:22, 31.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5835/8416 [00:47<00:20, 123.38it/s]
    Epoch 1:  92%|█████████▏| 31085/33666 [16:33<01:22, 31.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5836/8416 [00:47<00:20, 123.38it/s]
    Epoch 1:  92%|█████████▏| 31086/33666 [16:33<01:22, 31.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5837/8416 [00:47<00:20, 123.38it/s]
    Epoch 1:  92%|█████████▏| 31087/33666 [16:33<01:22, 31.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5838/8416 [00:47<00:20, 123.38it/s]
    Epoch 1:  92%|█████████▏| 31088/33666 [16:33<01:22, 31.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5839/8416 [00:47<00:20, 123.38it/s]
    Epoch 1:  92%|█████████▏| 31089/33666 [16:33<01:22, 31.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5840/8416 [00:47<00:20, 123.38it/s]
    Epoch 1:  92%|█████████▏| 31090/33666 [16:33<01:22, 31.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5841/8416 [00:47<00:20, 123.38it/s]
    Epoch 1:  92%|█████████▏| 31091/33666 [16:33<01:22, 31.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5842/8416 [00:47<00:20, 123.38it/s]
    Epoch 1:  92%|█████████▏| 31092/33666 [16:33<01:22, 31.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5843/8416 [00:47<00:20, 123.38it/s]
    Epoch 1:  92%|█████████▏| 31093/33666 [16:33<01:22, 31.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5844/8416 [00:47<00:20, 123.38it/s]
    Epoch 1:  92%|█████████▏| 31094/33666 [16:33<01:22, 31.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5845/8416 [00:47<00:20, 123.38it/s]
    Epoch 1:  92%|█████████▏| 31095/33666 [16:33<01:22, 31.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5846/8416 [00:47<00:20, 123.38it/s]
    Epoch 1:  92%|█████████▏| 31096/33666 [16:33<01:22, 31.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5847/8416 [00:47<00:20, 123.38it/s]
    Epoch 1:  92%|█████████▏| 31097/33666 [16:33<01:22, 31.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5848/8416 [00:47<00:20, 123.38it/s]
    Epoch 1:  92%|█████████▏| 31098/33666 [16:33<01:22, 31.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5849/8416 [00:47<00:20, 123.38it/s]
    Epoch 1:  92%|█████████▏| 31099/33666 [16:33<01:21, 31.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5850/8416 [00:47<00:20, 123.38it/s]
    Epoch 1:  92%|█████████▏| 31100/33666 [16:33<01:21, 31.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5851/8416 [00:47<00:20, 123.38it/s]
    Epoch 1:  92%|█████████▏| 31101/33666 [16:33<01:21, 31.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5852/8416 [00:47<00:20, 123.38it/s]
    Epoch 1:  92%|█████████▏| 31102/33666 [16:33<01:21, 31.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5853/8416 [00:47<00:20, 123.38it/s]
    Epoch 1:  92%|█████████▏| 31103/33666 [16:33<01:21, 31.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5854/8416 [00:47<00:20, 123.38it/s]
    Epoch 1:  92%|█████████▏| 31104/33666 [16:33<01:21, 31.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5855/8416 [00:47<00:20, 123.38it/s]
    Epoch 1:  92%|█████████▏| 31105/33666 [16:33<01:21, 31.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5856/8416 [00:47<00:20, 123.38it/s]
    Epoch 1:  92%|█████████▏| 31106/33666 [16:33<01:21, 31.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5857/8416 [00:47<00:20, 123.38it/s]
    Epoch 1:  92%|█████████▏| 31107/33666 [16:33<01:21, 31.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5858/8416 [00:47<00:20, 123.38it/s]
    Epoch 1:  92%|█████████▏| 31108/33666 [16:33<01:21, 31.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5859/8416 [00:47<00:20, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31109/33666 [16:33<01:21, 31.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5860/8416 [00:47<00:20, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31110/33666 [16:33<01:21, 31.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5861/8416 [00:47<00:20, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31111/33666 [16:33<01:21, 31.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5862/8416 [00:47<00:20, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31112/33666 [16:33<01:21, 31.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5863/8416 [00:47<00:20, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31113/33666 [16:33<01:21, 31.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5864/8416 [00:47<00:20, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31114/33666 [16:33<01:21, 31.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5865/8416 [00:47<00:20, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31115/33666 [16:33<01:21, 31.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5866/8416 [00:47<00:20, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31116/33666 [16:33<01:21, 31.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5867/8416 [00:47<00:20, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31117/33666 [16:33<01:21, 31.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5868/8416 [00:47<00:20, 123.37it/s]
    Epoch 1:  92%|█████████▏| 31118/33666 [16:33<01:21, 31.32it/s, loss=3.71, v_num=0]

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    Validation DataLoader 0:  71%|███████▏  | 5997/8416 [00:48<00:19, 123.34it/s]
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    Validation DataLoader 0:  71%|███████▏  | 5998/8416 [00:48<00:19, 123.34it/s]
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    Validation DataLoader 0:  71%|███████▏  | 5999/8416 [00:48<00:19, 123.34it/s]
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    Validation DataLoader 0:  71%|███████▏  | 6000/8416 [00:48<00:19, 123.34it/s]
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    Validation DataLoader 0:  71%|███████▏  | 6001/8416 [00:48<00:19, 123.34it/s]
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    Validation DataLoader 0:  71%|███████▏  | 6002/8416 [00:48<00:19, 123.34it/s]
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    Validation DataLoader 0:  71%|███████▏  | 6003/8416 [00:48<00:19, 123.34it/s]
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    Validation DataLoader 0:  71%|███████▏  | 6004/8416 [00:48<00:19, 123.34it/s]
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    Validation DataLoader 0:  71%|███████▏  | 6005/8416 [00:48<00:19, 123.34it/s]
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    Validation DataLoader 0:  71%|███████▏  | 6006/8416 [00:48<00:19, 123.34it/s]
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    Validation DataLoader 0:  71%|███████▏  | 6007/8416 [00:48<00:19, 123.33it/s]
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    Validation DataLoader 0:  71%|███████▏  | 6008/8416 [00:48<00:19, 123.33it/s]
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    Validation DataLoader 0:  71%|███████▏  | 6009/8416 [00:48<00:19, 123.33it/s]
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    Validation DataLoader 0:  71%|███████▏  | 6010/8416 [00:48<00:19, 123.33it/s]
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    Validation DataLoader 0:  71%|███████▏  | 6011/8416 [00:48<00:19, 123.33it/s]
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    Validation DataLoader 0:  71%|███████▏  | 6013/8416 [00:48<00:19, 123.33it/s]
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    Validation DataLoader 0:  71%|███████▏  | 6014/8416 [00:48<00:19, 123.33it/s]
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    Validation DataLoader 0:  71%|███████▏  | 6015/8416 [00:48<00:19, 123.33it/s]
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    Validation DataLoader 0:  71%|███████▏  | 6016/8416 [00:48<00:19, 123.33it/s]
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    Validation DataLoader 0:  71%|███████▏  | 6017/8416 [00:48<00:19, 123.33it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6018/8416 [00:48<00:19, 123.33it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6019/8416 [00:48<00:19, 123.33it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6020/8416 [00:48<00:19, 123.32it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6021/8416 [00:48<00:19, 123.32it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6022/8416 [00:48<00:19, 123.32it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6023/8416 [00:48<00:19, 123.32it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6024/8416 [00:48<00:19, 123.33it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6025/8416 [00:48<00:19, 123.33it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6027/8416 [00:48<00:19, 123.32it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6030/8416 [00:48<00:19, 123.32it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6031/8416 [00:48<00:19, 123.32it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6032/8416 [00:48<00:19, 123.33it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6034/8416 [00:48<00:19, 123.32it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6035/8416 [00:48<00:19, 123.32it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6036/8416 [00:48<00:19, 123.32it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6037/8416 [00:48<00:19, 123.32it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6038/8416 [00:48<00:19, 123.33it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6039/8416 [00:48<00:19, 123.33it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6040/8416 [00:48<00:19, 123.33it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6041/8416 [00:48<00:19, 123.33it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6042/8416 [00:48<00:19, 123.32it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6043/8416 [00:49<00:19, 123.32it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6044/8416 [00:49<00:19, 123.32it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6045/8416 [00:49<00:19, 123.33it/s]
    Epoch 1:  93%|█████████▎| 31295/33666 [16:34<01:15, 31.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6046/8416 [00:49<00:19, 123.33it/s]
    Epoch 1:  93%|█████████▎| 31296/33666 [16:34<01:15, 31.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6047/8416 [00:49<00:19, 123.33it/s]
    Epoch 1:  93%|█████████▎| 31297/33666 [16:34<01:15, 31.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6048/8416 [00:49<00:19, 123.33it/s]
    Epoch 1:  93%|█████████▎| 31298/33666 [16:34<01:15, 31.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6049/8416 [00:49<00:19, 123.33it/s]
    Epoch 1:  93%|█████████▎| 31299/33666 [16:34<01:15, 31.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6050/8416 [00:49<00:19, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31300/33666 [16:34<01:15, 31.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6051/8416 [00:49<00:19, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31301/33666 [16:34<01:15, 31.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6052/8416 [00:49<00:19, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31302/33666 [16:34<01:15, 31.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6053/8416 [00:49<00:19, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31303/33666 [16:34<01:15, 31.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6054/8416 [00:49<00:19, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31304/33666 [16:34<01:15, 31.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6055/8416 [00:49<00:19, 123.33it/s]
    Epoch 1:  93%|█████████▎| 31305/33666 [16:34<01:15, 31.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6056/8416 [00:49<00:19, 123.33it/s]
    Epoch 1:  93%|█████████▎| 31306/33666 [16:34<01:15, 31.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6057/8416 [00:49<00:19, 123.33it/s]
    Epoch 1:  93%|█████████▎| 31307/33666 [16:34<01:14, 31.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6058/8416 [00:49<00:19, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31308/33666 [16:34<01:14, 31.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6059/8416 [00:49<00:19, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31309/33666 [16:34<01:14, 31.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6060/8416 [00:49<00:19, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31310/33666 [16:34<01:14, 31.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6061/8416 [00:49<00:19, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31311/33666 [16:34<01:14, 31.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6062/8416 [00:49<00:19, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31312/33666 [16:34<01:14, 31.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6063/8416 [00:49<00:19, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31313/33666 [16:35<01:14, 31.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6064/8416 [00:49<00:19, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31314/33666 [16:35<01:14, 31.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6065/8416 [00:49<00:19, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31315/33666 [16:35<01:14, 31.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6066/8416 [00:49<00:19, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31316/33666 [16:35<01:14, 31.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6067/8416 [00:49<00:19, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31317/33666 [16:35<01:14, 31.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6068/8416 [00:49<00:19, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31318/33666 [16:35<01:14, 31.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6069/8416 [00:49<00:19, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31319/33666 [16:35<01:14, 31.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6070/8416 [00:49<00:19, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31320/33666 [16:35<01:14, 31.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6071/8416 [00:49<00:19, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31321/33666 [16:35<01:14, 31.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6072/8416 [00:49<00:19, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31322/33666 [16:35<01:14, 31.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6073/8416 [00:49<00:18, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31323/33666 [16:35<01:14, 31.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6074/8416 [00:49<00:18, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31324/33666 [16:35<01:14, 31.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6075/8416 [00:49<00:18, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31325/33666 [16:35<01:14, 31.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6076/8416 [00:49<00:18, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31326/33666 [16:35<01:14, 31.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6077/8416 [00:49<00:18, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31327/33666 [16:35<01:14, 31.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6078/8416 [00:49<00:18, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31328/33666 [16:35<01:14, 31.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6079/8416 [00:49<00:18, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31329/33666 [16:35<01:14, 31.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6080/8416 [00:49<00:18, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31330/33666 [16:35<01:14, 31.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6081/8416 [00:49<00:18, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31331/33666 [16:35<01:14, 31.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6082/8416 [00:49<00:18, 123.31it/s]
    Epoch 1:  93%|█████████▎| 31332/33666 [16:35<01:14, 31.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6083/8416 [00:49<00:18, 123.31it/s]
    Epoch 1:  93%|█████████▎| 31333/33666 [16:35<01:14, 31.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6084/8416 [00:49<00:18, 123.31it/s]
    Epoch 1:  93%|█████████▎| 31334/33666 [16:35<01:14, 31.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6085/8416 [00:49<00:18, 123.31it/s]
    Epoch 1:  93%|█████████▎| 31335/33666 [16:35<01:14, 31.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6086/8416 [00:49<00:18, 123.31it/s]
    Epoch 1:  93%|█████████▎| 31336/33666 [16:35<01:13, 31.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6087/8416 [00:49<00:18, 123.31it/s]
    Epoch 1:  93%|█████████▎| 31337/33666 [16:35<01:13, 31.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6088/8416 [00:49<00:18, 123.31it/s]
    Epoch 1:  93%|█████████▎| 31338/33666 [16:35<01:13, 31.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6089/8416 [00:49<00:18, 123.31it/s]
    Epoch 1:  93%|█████████▎| 31339/33666 [16:35<01:13, 31.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6090/8416 [00:49<00:18, 123.31it/s]
    Epoch 1:  93%|█████████▎| 31340/33666 [16:35<01:13, 31.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6091/8416 [00:49<00:18, 123.31it/s]
    Epoch 1:  93%|█████████▎| 31341/33666 [16:35<01:13, 31.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6092/8416 [00:49<00:18, 123.31it/s]
    Epoch 1:  93%|█████████▎| 31342/33666 [16:35<01:13, 31.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6093/8416 [00:49<00:18, 123.31it/s]
    Epoch 1:  93%|█████████▎| 31343/33666 [16:35<01:13, 31.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6094/8416 [00:49<00:18, 123.31it/s]
    Epoch 1:  93%|█████████▎| 31344/33666 [16:35<01:13, 31.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6095/8416 [00:49<00:18, 123.31it/s]
    Epoch 1:  93%|█████████▎| 31345/33666 [16:35<01:13, 31.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6096/8416 [00:49<00:18, 123.31it/s]
    Epoch 1:  93%|█████████▎| 31346/33666 [16:35<01:13, 31.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6097/8416 [00:49<00:18, 123.30it/s]
    Epoch 1:  93%|█████████▎| 31347/33666 [16:35<01:13, 31.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6098/8416 [00:49<00:18, 123.30it/s]
    Epoch 1:  93%|█████████▎| 31348/33666 [16:35<01:13, 31.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6099/8416 [00:49<00:18, 123.30it/s]
    Epoch 1:  93%|█████████▎| 31349/33666 [16:35<01:13, 31.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6100/8416 [00:49<00:18, 123.30it/s]
    Epoch 1:  93%|█████████▎| 31350/33666 [16:35<01:13, 31.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6101/8416 [00:49<00:18, 123.30it/s]
    Epoch 1:  93%|█████████▎| 31351/33666 [16:35<01:13, 31.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6102/8416 [00:49<00:18, 123.30it/s]
    Epoch 1:  93%|█████████▎| 31352/33666 [16:35<01:13, 31.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6103/8416 [00:49<00:18, 123.30it/s]
    Epoch 1:  93%|█████████▎| 31353/33666 [16:35<01:13, 31.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6104/8416 [00:49<00:18, 123.30it/s]
    Epoch 1:  93%|█████████▎| 31354/33666 [16:35<01:13, 31.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6105/8416 [00:49<00:18, 123.30it/s]
    Epoch 1:  93%|█████████▎| 31355/33666 [16:35<01:13, 31.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6106/8416 [00:49<00:18, 123.30it/s]
    Epoch 1:  93%|█████████▎| 31356/33666 [16:35<01:13, 31.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6107/8416 [00:49<00:18, 123.31it/s]
    Epoch 1:  93%|█████████▎| 31357/33666 [16:35<01:13, 31.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6108/8416 [00:49<00:18, 123.31it/s]
    Epoch 1:  93%|█████████▎| 31358/33666 [16:35<01:13, 31.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6109/8416 [00:49<00:18, 123.31it/s]
    Epoch 1:  93%|█████████▎| 31359/33666 [16:35<01:13, 31.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6110/8416 [00:49<00:18, 123.31it/s]
    Epoch 1:  93%|█████████▎| 31360/33666 [16:35<01:13, 31.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6111/8416 [00:49<00:18, 123.31it/s]
    Epoch 1:  93%|█████████▎| 31361/33666 [16:35<01:13, 31.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6112/8416 [00:49<00:18, 123.31it/s]
    Epoch 1:  93%|█████████▎| 31362/33666 [16:35<01:13, 31.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6113/8416 [00:49<00:18, 123.31it/s]
    Epoch 1:  93%|█████████▎| 31363/33666 [16:35<01:13, 31.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6114/8416 [00:49<00:18, 123.31it/s]
    Epoch 1:  93%|█████████▎| 31364/33666 [16:35<01:13, 31.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6115/8416 [00:49<00:18, 123.31it/s]
    Epoch 1:  93%|█████████▎| 31365/33666 [16:35<01:13, 31.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6116/8416 [00:49<00:18, 123.31it/s]
    Epoch 1:  93%|█████████▎| 31366/33666 [16:35<01:12, 31.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6117/8416 [00:49<00:18, 123.31it/s]
    Epoch 1:  93%|█████████▎| 31367/33666 [16:35<01:12, 31.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6118/8416 [00:49<00:18, 123.31it/s]
    Epoch 1:  93%|█████████▎| 31368/33666 [16:35<01:12, 31.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6119/8416 [00:49<00:18, 123.31it/s]
    Epoch 1:  93%|█████████▎| 31369/33666 [16:35<01:12, 31.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6120/8416 [00:49<00:18, 123.31it/s]
    Epoch 1:  93%|█████████▎| 31370/33666 [16:35<01:12, 31.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6121/8416 [00:49<00:18, 123.31it/s]
    Epoch 1:  93%|█████████▎| 31371/33666 [16:35<01:12, 31.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6122/8416 [00:49<00:18, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31372/33666 [16:35<01:12, 31.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6123/8416 [00:49<00:18, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31373/33666 [16:35<01:12, 31.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6124/8416 [00:49<00:18, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31374/33666 [16:35<01:12, 31.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6125/8416 [00:49<00:18, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31375/33666 [16:35<01:12, 31.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6126/8416 [00:49<00:18, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31376/33666 [16:35<01:12, 31.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6127/8416 [00:49<00:18, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31377/33666 [16:35<01:12, 31.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6128/8416 [00:49<00:18, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31378/33666 [16:35<01:12, 31.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6129/8416 [00:49<00:18, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31379/33666 [16:35<01:12, 31.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6130/8416 [00:49<00:18, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31380/33666 [16:35<01:12, 31.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6131/8416 [00:49<00:18, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31381/33666 [16:35<01:12, 31.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6132/8416 [00:49<00:18, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31382/33666 [16:35<01:12, 31.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6133/8416 [00:49<00:18, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31383/33666 [16:35<01:12, 31.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6134/8416 [00:49<00:18, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31384/33666 [16:35<01:12, 31.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6135/8416 [00:49<00:18, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31385/33666 [16:35<01:12, 31.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6136/8416 [00:49<00:18, 123.32it/s]
    Epoch 1:  93%|█████████▎| 31386/33666 [16:35<01:12, 31.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6137/8416 [00:49<00:18, 123.33it/s]
    Epoch 1:  93%|█████████▎| 31387/33666 [16:35<01:12, 31.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6138/8416 [00:49<00:18, 123.33it/s]
    Epoch 1:  93%|█████████▎| 31388/33666 [16:35<01:12, 31.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6139/8416 [00:49<00:18, 123.33it/s]
    Epoch 1:  93%|█████████▎| 31389/33666 [16:35<01:12, 31.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6140/8416 [00:49<00:18, 123.33it/s]
    Epoch 1:  93%|█████████▎| 31390/33666 [16:35<01:12, 31.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6141/8416 [00:49<00:18, 123.33it/s]
    Epoch 1:  93%|█████████▎| 31391/33666 [16:35<01:12, 31.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6142/8416 [00:49<00:18, 123.33it/s]
    Epoch 1:  93%|█████████▎| 31392/33666 [16:35<01:12, 31.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6143/8416 [00:49<00:18, 123.33it/s]
    Epoch 1:  93%|█████████▎| 31393/33666 [16:35<01:12, 31.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6144/8416 [00:49<00:18, 123.33it/s]
    Epoch 1:  93%|█████████▎| 31394/33666 [16:35<01:12, 31.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6145/8416 [00:49<00:18, 123.33it/s]
    Epoch 1:  93%|█████████▎| 31395/33666 [16:35<01:12, 31.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6146/8416 [00:49<00:18, 123.33it/s]
    Epoch 1:  93%|█████████▎| 31396/33666 [16:35<01:11, 31.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6147/8416 [00:49<00:18, 123.33it/s]
    Epoch 1:  93%|█████████▎| 31397/33666 [16:35<01:11, 31.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6148/8416 [00:49<00:18, 123.33it/s]
    Epoch 1:  93%|█████████▎| 31398/33666 [16:35<01:11, 31.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6149/8416 [00:49<00:18, 123.33it/s]
    Epoch 1:  93%|█████████▎| 31399/33666 [16:35<01:11, 31.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6150/8416 [00:49<00:18, 123.33it/s]
    Epoch 1:  93%|█████████▎| 31400/33666 [16:35<01:11, 31.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6151/8416 [00:49<00:18, 123.33it/s]
    Epoch 1:  93%|█████████▎| 31401/33666 [16:35<01:11, 31.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6152/8416 [00:49<00:18, 123.33it/s]
    Epoch 1:  93%|█████████▎| 31402/33666 [16:35<01:11, 31.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6153/8416 [00:49<00:18, 123.33it/s]
    Epoch 1:  93%|█████████▎| 31403/33666 [16:35<01:11, 31.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6154/8416 [00:49<00:18, 123.34it/s]
    Epoch 1:  93%|█████████▎| 31404/33666 [16:35<01:11, 31.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6155/8416 [00:49<00:18, 123.34it/s]
    Epoch 1:  93%|█████████▎| 31405/33666 [16:35<01:11, 31.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6156/8416 [00:49<00:18, 123.34it/s]
    Epoch 1:  93%|█████████▎| 31406/33666 [16:35<01:11, 31.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6157/8416 [00:49<00:18, 123.34it/s]
    Epoch 1:  93%|█████████▎| 31407/33666 [16:35<01:11, 31.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6158/8416 [00:49<00:18, 123.34it/s]
    Epoch 1:  93%|█████████▎| 31408/33666 [16:35<01:11, 31.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6159/8416 [00:49<00:18, 123.34it/s]
    Epoch 1:  93%|█████████▎| 31409/33666 [16:35<01:11, 31.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6160/8416 [00:49<00:18, 123.34it/s]
    Epoch 1:  93%|█████████▎| 31410/33666 [16:35<01:11, 31.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6161/8416 [00:49<00:18, 123.34it/s]
    Epoch 1:  93%|█████████▎| 31411/33666 [16:35<01:11, 31.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6162/8416 [00:49<00:18, 123.34it/s]
    Epoch 1:  93%|█████████▎| 31412/33666 [16:35<01:11, 31.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6163/8416 [00:49<00:18, 123.34it/s]
    Epoch 1:  93%|█████████▎| 31413/33666 [16:35<01:11, 31.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6164/8416 [00:49<00:18, 123.34it/s]
    Epoch 1:  93%|█████████▎| 31414/33666 [16:35<01:11, 31.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6165/8416 [00:49<00:18, 123.34it/s]
    Epoch 1:  93%|█████████▎| 31415/33666 [16:35<01:11, 31.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6166/8416 [00:49<00:18, 123.34it/s]
    Epoch 1:  93%|█████████▎| 31416/33666 [16:35<01:11, 31.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6167/8416 [00:49<00:18, 123.35it/s]
    Epoch 1:  93%|█████████▎| 31417/33666 [16:35<01:11, 31.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6168/8416 [00:50<00:18, 123.35it/s]
    Epoch 1:  93%|█████████▎| 31418/33666 [16:35<01:11, 31.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6169/8416 [00:50<00:18, 123.35it/s]
    Epoch 1:  93%|█████████▎| 31419/33666 [16:35<01:11, 31.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6170/8416 [00:50<00:18, 123.35it/s]
    Epoch 1:  93%|█████████▎| 31420/33666 [16:35<01:11, 31.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6171/8416 [00:50<00:18, 123.35it/s]
    Epoch 1:  93%|█████████▎| 31421/33666 [16:35<01:11, 31.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6172/8416 [00:50<00:18, 123.35it/s]
    Epoch 1:  93%|█████████▎| 31422/33666 [16:35<01:11, 31.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6173/8416 [00:50<00:18, 123.35it/s]
    Epoch 1:  93%|█████████▎| 31423/33666 [16:35<01:11, 31.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6174/8416 [00:50<00:18, 123.35it/s]
    Epoch 1:  93%|█████████▎| 31424/33666 [16:35<01:11, 31.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6175/8416 [00:50<00:18, 123.35it/s]
    Epoch 1:  93%|█████████▎| 31425/33666 [16:35<01:11, 31.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6176/8416 [00:50<00:18, 123.35it/s]
    Epoch 1:  93%|█████████▎| 31426/33666 [16:35<01:10, 31.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6177/8416 [00:50<00:18, 123.35it/s]
    Epoch 1:  93%|█████████▎| 31427/33666 [16:35<01:10, 31.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6178/8416 [00:50<00:18, 123.35it/s]
    Epoch 1:  93%|█████████▎| 31428/33666 [16:35<01:10, 31.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6179/8416 [00:50<00:18, 123.35it/s]
    Epoch 1:  93%|█████████▎| 31429/33666 [16:35<01:10, 31.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6180/8416 [00:50<00:18, 123.35it/s]
    Epoch 1:  93%|█████████▎| 31430/33666 [16:35<01:10, 31.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6181/8416 [00:50<00:18, 123.36it/s]
    Epoch 1:  93%|█████████▎| 31431/33666 [16:35<01:10, 31.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6182/8416 [00:50<00:18, 123.36it/s]
    Epoch 1:  93%|█████████▎| 31432/33666 [16:35<01:10, 31.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6183/8416 [00:50<00:18, 123.36it/s]
    Epoch 1:  93%|█████████▎| 31433/33666 [16:35<01:10, 31.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6184/8416 [00:50<00:18, 123.36it/s]
    Epoch 1:  93%|█████████▎| 31434/33666 [16:35<01:10, 31.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6185/8416 [00:50<00:18, 123.36it/s]
    Epoch 1:  93%|█████████▎| 31435/33666 [16:35<01:10, 31.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6186/8416 [00:50<00:18, 123.36it/s]
    Epoch 1:  93%|█████████▎| 31436/33666 [16:35<01:10, 31.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6187/8416 [00:50<00:18, 123.36it/s]
    Epoch 1:  93%|█████████▎| 31437/33666 [16:35<01:10, 31.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6188/8416 [00:50<00:18, 123.36it/s]
    Epoch 1:  93%|█████████▎| 31438/33666 [16:36<01:10, 31.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6189/8416 [00:50<00:18, 123.36it/s]
    Epoch 1:  93%|█████████▎| 31439/33666 [16:36<01:10, 31.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6190/8416 [00:50<00:18, 123.36it/s]
    Epoch 1:  93%|█████████▎| 31440/33666 [16:36<01:10, 31.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6191/8416 [00:50<00:18, 123.36it/s]
    Epoch 1:  93%|█████████▎| 31441/33666 [16:36<01:10, 31.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6192/8416 [00:50<00:18, 123.36it/s]
    Epoch 1:  93%|█████████▎| 31442/33666 [16:36<01:10, 31.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6193/8416 [00:50<00:18, 123.36it/s]
    Epoch 1:  93%|█████████▎| 31443/33666 [16:36<01:10, 31.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6194/8416 [00:50<00:18, 123.36it/s]
    Epoch 1:  93%|█████████▎| 31444/33666 [16:36<01:10, 31.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6195/8416 [00:50<00:18, 123.36it/s]
    Epoch 1:  93%|█████████▎| 31445/33666 [16:36<01:10, 31.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6196/8416 [00:50<00:17, 123.37it/s]
    Epoch 1:  93%|█████████▎| 31446/33666 [16:36<01:10, 31.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6197/8416 [00:50<00:17, 123.37it/s]
    Epoch 1:  93%|█████████▎| 31447/33666 [16:36<01:10, 31.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6198/8416 [00:50<00:17, 123.37it/s]
    Epoch 1:  93%|█████████▎| 31448/33666 [16:36<01:10, 31.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6199/8416 [00:50<00:17, 123.37it/s]
    Epoch 1:  93%|█████████▎| 31449/33666 [16:36<01:10, 31.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6200/8416 [00:50<00:17, 123.37it/s]
    Epoch 1:  93%|█████████▎| 31450/33666 [16:36<01:10, 31.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6201/8416 [00:50<00:17, 123.37it/s]
    Epoch 1:  93%|█████████▎| 31451/33666 [16:36<01:10, 31.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6202/8416 [00:50<00:17, 123.37it/s]
    Epoch 1:  93%|█████████▎| 31452/33666 [16:36<01:10, 31.57it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6203/8416 [00:50<00:17, 123.37it/s]
    Epoch 1:  93%|█████████▎| 31453/33666 [16:36<01:10, 31.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6204/8416 [00:50<00:17, 123.37it/s]
    Epoch 1:  93%|█████████▎| 31454/33666 [16:36<01:10, 31.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6205/8416 [00:50<00:17, 123.37it/s]
    Epoch 1:  93%|█████████▎| 31455/33666 [16:36<01:10, 31.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6206/8416 [00:50<00:17, 123.37it/s]
    Epoch 1:  93%|█████████▎| 31456/33666 [16:36<01:09, 31.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6207/8416 [00:50<00:17, 123.37it/s]
    Epoch 1:  93%|█████████▎| 31457/33666 [16:36<01:09, 31.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6208/8416 [00:50<00:17, 123.37it/s]
    Epoch 1:  93%|█████████▎| 31458/33666 [16:36<01:09, 31.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6209/8416 [00:50<00:17, 123.37it/s]
    Epoch 1:  93%|█████████▎| 31459/33666 [16:36<01:09, 31.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6210/8416 [00:50<00:17, 123.37it/s]
    Epoch 1:  93%|█████████▎| 31460/33666 [16:36<01:09, 31.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6211/8416 [00:50<00:17, 123.38it/s]
    Epoch 1:  93%|█████████▎| 31461/33666 [16:36<01:09, 31.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6212/8416 [00:50<00:17, 123.37it/s]
    Epoch 1:  93%|█████████▎| 31462/33666 [16:36<01:09, 31.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6213/8416 [00:50<00:17, 123.37it/s]
    Epoch 1:  93%|█████████▎| 31463/33666 [16:36<01:09, 31.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6214/8416 [00:50<00:17, 123.38it/s]
    Epoch 1:  93%|█████████▎| 31464/33666 [16:36<01:09, 31.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6215/8416 [00:50<00:17, 123.38it/s]
    Epoch 1:  93%|█████████▎| 31465/33666 [16:36<01:09, 31.58it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6216/8416 [00:50<00:17, 123.38it/s]
    Epoch 1:  93%|█████████▎| 31466/33666 [16:36<01:09, 31.59it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6217/8416 [00:50<00:17, 123.38it/s]
    Epoch 1:  93%|█████████▎| 31467/33666 [16:36<01:09, 31.59it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6218/8416 [00:50<00:17, 123.38it/s]
    Epoch 1:  93%|█████████▎| 31468/33666 [16:36<01:09, 31.59it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6219/8416 [00:50<00:17, 123.38it/s]
    Epoch 1:  93%|█████████▎| 31469/33666 [16:36<01:09, 31.59it/s, loss=3.71, v_num=0]

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    Validation DataLoader 0:  74%|███████▍  | 6222/8416 [00:50<00:17, 123.38it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6223/8416 [00:50<00:17, 123.38it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6224/8416 [00:50<00:17, 123.38it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6225/8416 [00:50<00:17, 123.38it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6226/8416 [00:50<00:17, 123.38it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6227/8416 [00:50<00:17, 123.38it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6228/8416 [00:50<00:17, 123.39it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6229/8416 [00:50<00:17, 123.39it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6230/8416 [00:50<00:17, 123.39it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6231/8416 [00:50<00:17, 123.39it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6235/8416 [00:50<00:17, 123.39it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6236/8416 [00:50<00:17, 123.39it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6237/8416 [00:50<00:17, 123.39it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6238/8416 [00:50<00:17, 123.39it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6239/8416 [00:50<00:17, 123.39it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6240/8416 [00:50<00:17, 123.39it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6241/8416 [00:50<00:17, 123.39it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6242/8416 [00:50<00:17, 123.40it/s]
    Epoch 1:  94%|█████████▎| 31492/33666 [16:36<01:08, 31.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6243/8416 [00:50<00:17, 123.40it/s]
    Epoch 1:  94%|█████████▎| 31493/33666 [16:36<01:08, 31.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6244/8416 [00:50<00:17, 123.40it/s]
    Epoch 1:  94%|█████████▎| 31494/33666 [16:36<01:08, 31.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6245/8416 [00:50<00:17, 123.40it/s]
    Epoch 1:  94%|█████████▎| 31495/33666 [16:36<01:08, 31.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6246/8416 [00:50<00:17, 123.40it/s]
    Epoch 1:  94%|█████████▎| 31496/33666 [16:36<01:08, 31.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6247/8416 [00:50<00:17, 123.40it/s]
    Epoch 1:  94%|█████████▎| 31497/33666 [16:36<01:08, 31.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6248/8416 [00:50<00:17, 123.40it/s]
    Epoch 1:  94%|█████████▎| 31498/33666 [16:36<01:08, 31.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6249/8416 [00:50<00:17, 123.40it/s]
    Epoch 1:  94%|█████████▎| 31499/33666 [16:36<01:08, 31.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6250/8416 [00:50<00:17, 123.40it/s]
    Epoch 1:  94%|█████████▎| 31500/33666 [16:36<01:08, 31.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6251/8416 [00:50<00:17, 123.40it/s]
    Epoch 1:  94%|█████████▎| 31501/33666 [16:36<01:08, 31.61it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6252/8416 [00:50<00:17, 123.40it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6253/8416 [00:50<00:17, 123.40it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6254/8416 [00:50<00:17, 123.40it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6255/8416 [00:50<00:17, 123.40it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6256/8416 [00:50<00:17, 123.40it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6257/8416 [00:50<00:17, 123.40it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6258/8416 [00:50<00:17, 123.41it/s]
    Epoch 1:  94%|█████████▎| 31508/33666 [16:36<01:08, 31.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6259/8416 [00:50<00:17, 123.41it/s]
    Epoch 1:  94%|█████████▎| 31509/33666 [16:36<01:08, 31.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6260/8416 [00:50<00:17, 123.41it/s]
    Epoch 1:  94%|█████████▎| 31510/33666 [16:36<01:08, 31.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6261/8416 [00:50<00:17, 123.41it/s]
    Epoch 1:  94%|█████████▎| 31511/33666 [16:36<01:08, 31.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6262/8416 [00:50<00:17, 123.41it/s]
    Epoch 1:  94%|█████████▎| 31512/33666 [16:36<01:08, 31.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6263/8416 [00:50<00:17, 123.41it/s]
    Epoch 1:  94%|█████████▎| 31513/33666 [16:36<01:08, 31.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6264/8416 [00:50<00:17, 123.41it/s]
    Epoch 1:  94%|█████████▎| 31514/33666 [16:36<01:08, 31.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6265/8416 [00:50<00:17, 123.41it/s]
    Epoch 1:  94%|█████████▎| 31515/33666 [16:36<01:08, 31.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6266/8416 [00:50<00:17, 123.41it/s]
    Epoch 1:  94%|█████████▎| 31516/33666 [16:36<01:07, 31.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6267/8416 [00:50<00:17, 123.41it/s]
    Epoch 1:  94%|█████████▎| 31517/33666 [16:36<01:07, 31.62it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6268/8416 [00:50<00:17, 123.41it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6269/8416 [00:50<00:17, 123.41it/s]
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    Validation DataLoader 0:  75%|███████▍  | 6270/8416 [00:50<00:17, 123.41it/s]
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    Validation DataLoader 0:  75%|███████▍  | 6271/8416 [00:50<00:17, 123.41it/s]
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    Validation DataLoader 0:  75%|███████▍  | 6272/8416 [00:50<00:17, 123.41it/s]
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    Validation DataLoader 0:  75%|███████▍  | 6273/8416 [00:50<00:17, 123.41it/s]
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    Validation DataLoader 0:  75%|███████▍  | 6274/8416 [00:50<00:17, 123.42it/s]
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    Validation DataLoader 0:  75%|███████▍  | 6275/8416 [00:50<00:17, 123.42it/s]
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    Validation DataLoader 0:  75%|███████▍  | 6276/8416 [00:50<00:17, 123.41it/s]
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    Validation DataLoader 0:  75%|███████▍  | 6277/8416 [00:50<00:17, 123.42it/s]
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    Validation DataLoader 0:  75%|███████▍  | 6278/8416 [00:50<00:17, 123.42it/s]
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    Validation DataLoader 0:  75%|███████▍  | 6279/8416 [00:50<00:17, 123.42it/s]
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    Validation DataLoader 0:  75%|███████▍  | 6280/8416 [00:50<00:17, 123.42it/s]
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    Validation DataLoader 0:  75%|███████▍  | 6281/8416 [00:50<00:17, 123.42it/s]
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    Validation DataLoader 0:  75%|███████▍  | 6282/8416 [00:50<00:17, 123.42it/s]
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    Validation DataLoader 0:  75%|███████▍  | 6283/8416 [00:50<00:17, 123.42it/s]
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    Validation DataLoader 0:  75%|███████▍  | 6284/8416 [00:50<00:17, 123.42it/s]
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    Validation DataLoader 0:  75%|███████▍  | 6285/8416 [00:50<00:17, 123.42it/s]
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    Validation DataLoader 0:  75%|███████▍  | 6286/8416 [00:50<00:17, 123.42it/s]
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    Validation DataLoader 0:  75%|███████▍  | 6287/8416 [00:50<00:17, 123.42it/s]
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    Validation DataLoader 0:  75%|███████▍  | 6288/8416 [00:50<00:17, 123.42it/s]
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    Validation DataLoader 0:  75%|███████▍  | 6289/8416 [00:50<00:17, 123.42it/s]
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    Validation DataLoader 0:  75%|███████▍  | 6290/8416 [00:50<00:17, 123.42it/s]
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    Validation DataLoader 0:  75%|███████▍  | 6291/8416 [00:50<00:17, 123.43it/s]
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    Validation DataLoader 0:  75%|███████▍  | 6292/8416 [00:50<00:17, 123.43it/s]
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    Validation DataLoader 0:  75%|███████▍  | 6293/8416 [00:50<00:17, 123.43it/s]
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    Validation DataLoader 0:  75%|███████▍  | 6294/8416 [00:50<00:17, 123.43it/s]
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    Validation DataLoader 0:  75%|███████▍  | 6295/8416 [00:51<00:17, 123.43it/s]
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    Validation DataLoader 0:  75%|███████▍  | 6296/8416 [00:51<00:17, 123.43it/s]
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    Validation DataLoader 0:  75%|███████▍  | 6297/8416 [00:51<00:17, 123.43it/s]
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    Validation DataLoader 0:  75%|███████▍  | 6298/8416 [00:51<00:17, 123.43it/s]
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    Validation DataLoader 0:  75%|███████▍  | 6299/8416 [00:51<00:17, 123.43it/s]
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    Validation DataLoader 0:  75%|███████▍  | 6300/8416 [00:51<00:17, 123.43it/s]
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    Validation DataLoader 0:  75%|███████▍  | 6301/8416 [00:51<00:17, 123.43it/s]
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    Validation DataLoader 0:  75%|███████▍  | 6302/8416 [00:51<00:17, 123.43it/s]
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    Validation DataLoader 0:  75%|███████▍  | 6303/8416 [00:51<00:17, 123.43it/s]
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    Validation DataLoader 0:  75%|███████▍  | 6304/8416 [00:51<00:17, 123.43it/s]
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    Validation DataLoader 0:  75%|███████▍  | 6305/8416 [00:51<00:17, 123.44it/s]
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    Validation DataLoader 0:  75%|███████▍  | 6306/8416 [00:51<00:17, 123.44it/s]
    Epoch 1:  94%|█████████▎| 31556/33666 [16:36<01:06, 31.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6307/8416 [00:51<00:17, 123.44it/s]
    Epoch 1:  94%|█████████▎| 31557/33666 [16:36<01:06, 31.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6308/8416 [00:51<00:17, 123.44it/s]
    Epoch 1:  94%|█████████▎| 31558/33666 [16:36<01:06, 31.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6309/8416 [00:51<00:17, 123.44it/s]
    Epoch 1:  94%|█████████▎| 31559/33666 [16:36<01:06, 31.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6310/8416 [00:51<00:17, 123.44it/s]
    Epoch 1:  94%|█████████▎| 31560/33666 [16:36<01:06, 31.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6311/8416 [00:51<00:17, 123.44it/s]
    Epoch 1:  94%|█████████▎| 31561/33666 [16:36<01:06, 31.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6312/8416 [00:51<00:17, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31562/33666 [16:36<01:06, 31.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6313/8416 [00:51<00:17, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31563/33666 [16:36<01:06, 31.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6314/8416 [00:51<00:17, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31564/33666 [16:36<01:06, 31.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6315/8416 [00:51<00:17, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31565/33666 [16:36<01:06, 31.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6316/8416 [00:51<00:17, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31566/33666 [16:37<01:06, 31.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6317/8416 [00:51<00:17, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31567/33666 [16:37<01:06, 31.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6318/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31568/33666 [16:37<01:06, 31.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6319/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31569/33666 [16:37<01:06, 31.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6320/8416 [00:51<00:16, 123.43it/s]
    Epoch 1:  94%|█████████▍| 31570/33666 [16:37<01:06, 31.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6321/8416 [00:51<00:16, 123.43it/s]
    Epoch 1:  94%|█████████▍| 31571/33666 [16:37<01:06, 31.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6322/8416 [00:51<00:16, 123.43it/s]
    Epoch 1:  94%|█████████▍| 31572/33666 [16:37<01:06, 31.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6323/8416 [00:51<00:16, 123.43it/s]
    Epoch 1:  94%|█████████▍| 31573/33666 [16:37<01:06, 31.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6324/8416 [00:51<00:16, 123.43it/s]
    Epoch 1:  94%|█████████▍| 31574/33666 [16:37<01:06, 31.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6325/8416 [00:51<00:16, 123.43it/s]
    Epoch 1:  94%|█████████▍| 31575/33666 [16:37<01:06, 31.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6326/8416 [00:51<00:16, 123.43it/s]
    Epoch 1:  94%|█████████▍| 31576/33666 [16:37<01:05, 31.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6327/8416 [00:51<00:16, 123.43it/s]
    Epoch 1:  94%|█████████▍| 31577/33666 [16:37<01:05, 31.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6328/8416 [00:51<00:16, 123.43it/s]
    Epoch 1:  94%|█████████▍| 31578/33666 [16:37<01:05, 31.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6329/8416 [00:51<00:16, 123.43it/s]
    Epoch 1:  94%|█████████▍| 31579/33666 [16:37<01:05, 31.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6330/8416 [00:51<00:16, 123.43it/s]
    Epoch 1:  94%|█████████▍| 31580/33666 [16:37<01:05, 31.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6331/8416 [00:51<00:16, 123.43it/s]
    Epoch 1:  94%|█████████▍| 31581/33666 [16:37<01:05, 31.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6332/8416 [00:51<00:16, 123.43it/s]
    Epoch 1:  94%|█████████▍| 31582/33666 [16:37<01:05, 31.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6333/8416 [00:51<00:16, 123.43it/s]
    Epoch 1:  94%|█████████▍| 31583/33666 [16:37<01:05, 31.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6334/8416 [00:51<00:16, 123.43it/s]
    Epoch 1:  94%|█████████▍| 31584/33666 [16:37<01:05, 31.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6335/8416 [00:51<00:16, 123.43it/s]
    Epoch 1:  94%|█████████▍| 31585/33666 [16:37<01:05, 31.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6336/8416 [00:51<00:16, 123.43it/s]
    Epoch 1:  94%|█████████▍| 31586/33666 [16:37<01:05, 31.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6337/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31587/33666 [16:37<01:05, 31.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6338/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31588/33666 [16:37<01:05, 31.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6339/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31589/33666 [16:37<01:05, 31.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6340/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31590/33666 [16:37<01:05, 31.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6341/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31591/33666 [16:37<01:05, 31.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6342/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31592/33666 [16:37<01:05, 31.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6343/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31593/33666 [16:37<01:05, 31.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6344/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31594/33666 [16:37<01:05, 31.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6345/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31595/33666 [16:37<01:05, 31.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6346/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31596/33666 [16:37<01:05, 31.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6347/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31597/33666 [16:37<01:05, 31.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6348/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31598/33666 [16:37<01:05, 31.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6349/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31599/33666 [16:37<01:05, 31.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6350/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31600/33666 [16:37<01:05, 31.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6351/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31601/33666 [16:37<01:05, 31.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6352/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31602/33666 [16:37<01:05, 31.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6353/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31603/33666 [16:37<01:05, 31.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6354/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31604/33666 [16:37<01:05, 31.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6355/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31605/33666 [16:37<01:05, 31.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6356/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31606/33666 [16:37<01:05, 31.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6357/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31607/33666 [16:37<01:04, 31.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6358/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31608/33666 [16:37<01:04, 31.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6359/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31609/33666 [16:37<01:04, 31.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6360/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31610/33666 [16:37<01:04, 31.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6361/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31611/33666 [16:37<01:04, 31.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6362/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31612/33666 [16:37<01:04, 31.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6363/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31613/33666 [16:37<01:04, 31.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6364/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31614/33666 [16:37<01:04, 31.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6365/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31615/33666 [16:37<01:04, 31.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6366/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31616/33666 [16:37<01:04, 31.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6367/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31617/33666 [16:37<01:04, 31.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6368/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31618/33666 [16:37<01:04, 31.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6369/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31619/33666 [16:37<01:04, 31.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6370/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31620/33666 [16:37<01:04, 31.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6371/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31621/33666 [16:37<01:04, 31.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6372/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31622/33666 [16:37<01:04, 31.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6373/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31623/33666 [16:37<01:04, 31.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6374/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31624/33666 [16:37<01:04, 31.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6375/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31625/33666 [16:37<01:04, 31.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6376/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31626/33666 [16:37<01:04, 31.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6377/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31627/33666 [16:37<01:04, 31.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6378/8416 [00:51<00:16, 123.44it/s]
    Epoch 1:  94%|█████████▍| 31628/33666 [16:37<01:04, 31.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6379/8416 [00:51<00:16, 123.45it/s]
    Epoch 1:  94%|█████████▍| 31629/33666 [16:37<01:04, 31.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6380/8416 [00:51<00:16, 123.45it/s]
    Epoch 1:  94%|█████████▍| 31630/33666 [16:37<01:04, 31.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6381/8416 [00:51<00:16, 123.45it/s]
    Epoch 1:  94%|█████████▍| 31631/33666 [16:37<01:04, 31.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6382/8416 [00:51<00:16, 123.45it/s]
    Epoch 1:  94%|█████████▍| 31632/33666 [16:37<01:04, 31.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6383/8416 [00:51<00:16, 123.45it/s]
    Epoch 1:  94%|█████████▍| 31633/33666 [16:37<01:04, 31.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6384/8416 [00:51<00:16, 123.45it/s]
    Epoch 1:  94%|█████████▍| 31634/33666 [16:37<01:04, 31.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6385/8416 [00:51<00:16, 123.45it/s]
    Epoch 1:  94%|█████████▍| 31635/33666 [16:37<01:04, 31.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6386/8416 [00:51<00:16, 123.45it/s]
    Epoch 1:  94%|█████████▍| 31636/33666 [16:37<01:04, 31.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6387/8416 [00:51<00:16, 123.45it/s]
    Epoch 1:  94%|█████████▍| 31637/33666 [16:37<01:03, 31.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6388/8416 [00:51<00:16, 123.45it/s]
    Epoch 1:  94%|█████████▍| 31638/33666 [16:37<01:03, 31.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6389/8416 [00:51<00:16, 123.45it/s]
    Epoch 1:  94%|█████████▍| 31639/33666 [16:37<01:03, 31.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6390/8416 [00:51<00:16, 123.45it/s]
    Epoch 1:  94%|█████████▍| 31640/33666 [16:37<01:03, 31.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6391/8416 [00:51<00:16, 123.45it/s]
    Epoch 1:  94%|█████████▍| 31641/33666 [16:37<01:03, 31.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6392/8416 [00:51<00:16, 123.45it/s]
    Epoch 1:  94%|█████████▍| 31642/33666 [16:37<01:03, 31.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6393/8416 [00:51<00:16, 123.45it/s]
    Epoch 1:  94%|█████████▍| 31643/33666 [16:37<01:03, 31.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6394/8416 [00:51<00:16, 123.45it/s]
    Epoch 1:  94%|█████████▍| 31644/33666 [16:37<01:03, 31.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6395/8416 [00:51<00:16, 123.45it/s]
    Epoch 1:  94%|█████████▍| 31645/33666 [16:37<01:03, 31.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6396/8416 [00:51<00:16, 123.45it/s]
    Epoch 1:  94%|█████████▍| 31646/33666 [16:37<01:03, 31.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6397/8416 [00:51<00:16, 123.45it/s]
    Epoch 1:  94%|█████████▍| 31647/33666 [16:37<01:03, 31.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6398/8416 [00:51<00:16, 123.45it/s]
    Epoch 1:  94%|█████████▍| 31648/33666 [16:37<01:03, 31.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6399/8416 [00:51<00:16, 123.45it/s]
    Epoch 1:  94%|█████████▍| 31649/33666 [16:37<01:03, 31.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6400/8416 [00:51<00:16, 123.45it/s]
    Epoch 1:  94%|█████████▍| 31650/33666 [16:37<01:03, 31.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6401/8416 [00:51<00:16, 123.45it/s]
    Epoch 1:  94%|█████████▍| 31651/33666 [16:37<01:03, 31.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6402/8416 [00:51<00:16, 123.45it/s]
    Epoch 1:  94%|█████████▍| 31652/33666 [16:37<01:03, 31.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6403/8416 [00:51<00:16, 123.45it/s]
    Epoch 1:  94%|█████████▍| 31653/33666 [16:37<01:03, 31.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6404/8416 [00:51<00:16, 123.45it/s]
    Epoch 1:  94%|█████████▍| 31654/33666 [16:37<01:03, 31.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6405/8416 [00:51<00:16, 123.45it/s]
    Epoch 1:  94%|█████████▍| 31655/33666 [16:37<01:03, 31.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6406/8416 [00:51<00:16, 123.45it/s]
    Epoch 1:  94%|█████████▍| 31656/33666 [16:37<01:03, 31.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6407/8416 [00:51<00:16, 123.45it/s]
    Epoch 1:  94%|█████████▍| 31657/33666 [16:37<01:03, 31.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6408/8416 [00:51<00:16, 123.45it/s]
    Epoch 1:  94%|█████████▍| 31658/33666 [16:37<01:03, 31.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6409/8416 [00:51<00:16, 123.45it/s]
    Epoch 1:  94%|█████████▍| 31659/33666 [16:37<01:03, 31.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6410/8416 [00:51<00:16, 123.45it/s]
    Epoch 1:  94%|█████████▍| 31660/33666 [16:37<01:03, 31.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6411/8416 [00:51<00:16, 123.45it/s]
    Epoch 1:  94%|█████████▍| 31661/33666 [16:37<01:03, 31.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6412/8416 [00:51<00:16, 123.45it/s]
    Epoch 1:  94%|█████████▍| 31662/33666 [16:37<01:03, 31.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6413/8416 [00:51<00:16, 123.45it/s]
    Epoch 1:  94%|█████████▍| 31663/33666 [16:37<01:03, 31.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6414/8416 [00:51<00:16, 123.45it/s]
    Epoch 1:  94%|█████████▍| 31664/33666 [16:37<01:03, 31.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6415/8416 [00:51<00:16, 123.45it/s]
    Epoch 1:  94%|█████████▍| 31665/33666 [16:37<01:03, 31.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6416/8416 [00:51<00:16, 123.45it/s]
    Epoch 1:  94%|█████████▍| 31666/33666 [16:37<01:03, 31.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6417/8416 [00:51<00:16, 123.45it/s]
    Epoch 1:  94%|█████████▍| 31667/33666 [16:37<01:02, 31.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6418/8416 [00:51<00:16, 123.45it/s]
    Epoch 1:  94%|█████████▍| 31668/33666 [16:37<01:02, 31.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6419/8416 [00:51<00:16, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31669/33666 [16:37<01:02, 31.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6420/8416 [00:52<00:16, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31670/33666 [16:37<01:02, 31.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6421/8416 [00:52<00:16, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31671/33666 [16:37<01:02, 31.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6422/8416 [00:52<00:16, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31672/33666 [16:37<01:02, 31.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6423/8416 [00:52<00:16, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31673/33666 [16:37<01:02, 31.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6424/8416 [00:52<00:16, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31674/33666 [16:37<01:02, 31.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6425/8416 [00:52<00:16, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31675/33666 [16:37<01:02, 31.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6426/8416 [00:52<00:16, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31676/33666 [16:37<01:02, 31.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6427/8416 [00:52<00:16, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31677/33666 [16:37<01:02, 31.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6428/8416 [00:52<00:16, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31678/33666 [16:37<01:02, 31.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6429/8416 [00:52<00:16, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31679/33666 [16:37<01:02, 31.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6430/8416 [00:52<00:16, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31680/33666 [16:37<01:02, 31.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6431/8416 [00:52<00:16, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31681/33666 [16:37<01:02, 31.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6432/8416 [00:52<00:16, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31682/33666 [16:37<01:02, 31.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6433/8416 [00:52<00:16, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31683/33666 [16:37<01:02, 31.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6434/8416 [00:52<00:16, 123.47it/s]
    Epoch 1:  94%|█████████▍| 31684/33666 [16:37<01:02, 31.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6435/8416 [00:52<00:16, 123.47it/s]
    Epoch 1:  94%|█████████▍| 31685/33666 [16:37<01:02, 31.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6436/8416 [00:52<00:16, 123.47it/s]
    Epoch 1:  94%|█████████▍| 31686/33666 [16:37<01:02, 31.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6437/8416 [00:52<00:16, 123.47it/s]
    Epoch 1:  94%|█████████▍| 31687/33666 [16:37<01:02, 31.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6438/8416 [00:52<00:16, 123.47it/s]
    Epoch 1:  94%|█████████▍| 31688/33666 [16:37<01:02, 31.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6439/8416 [00:52<00:16, 123.47it/s]
    Epoch 1:  94%|█████████▍| 31689/33666 [16:37<01:02, 31.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6440/8416 [00:52<00:16, 123.47it/s]
    Epoch 1:  94%|█████████▍| 31690/33666 [16:37<01:02, 31.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6441/8416 [00:52<00:15, 123.47it/s]
    Epoch 1:  94%|█████████▍| 31691/33666 [16:38<01:02, 31.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6442/8416 [00:52<00:15, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31692/33666 [16:38<01:02, 31.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6443/8416 [00:52<00:15, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31693/33666 [16:38<01:02, 31.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6444/8416 [00:52<00:15, 123.47it/s]
    Epoch 1:  94%|█████████▍| 31694/33666 [16:38<01:02, 31.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6445/8416 [00:52<00:15, 123.47it/s]
    Epoch 1:  94%|█████████▍| 31695/33666 [16:38<01:02, 31.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6446/8416 [00:52<00:15, 123.47it/s]
    Epoch 1:  94%|█████████▍| 31696/33666 [16:38<01:02, 31.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6447/8416 [00:52<00:15, 123.47it/s]
    Epoch 1:  94%|█████████▍| 31697/33666 [16:38<01:01, 31.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6448/8416 [00:52<00:15, 123.47it/s]
    Epoch 1:  94%|█████████▍| 31698/33666 [16:38<01:01, 31.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6449/8416 [00:52<00:15, 123.47it/s]
    Epoch 1:  94%|█████████▍| 31699/33666 [16:38<01:01, 31.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6450/8416 [00:52<00:15, 123.47it/s]
    Epoch 1:  94%|█████████▍| 31700/33666 [16:38<01:01, 31.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6451/8416 [00:52<00:15, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31701/33666 [16:38<01:01, 31.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6452/8416 [00:52<00:15, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31702/33666 [16:38<01:01, 31.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6453/8416 [00:52<00:15, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31703/33666 [16:38<01:01, 31.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6454/8416 [00:52<00:15, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31704/33666 [16:38<01:01, 31.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6455/8416 [00:52<00:15, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31705/33666 [16:38<01:01, 31.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6456/8416 [00:52<00:15, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31706/33666 [16:38<01:01, 31.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6457/8416 [00:52<00:15, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31707/33666 [16:38<01:01, 31.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6458/8416 [00:52<00:15, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31708/33666 [16:38<01:01, 31.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6459/8416 [00:52<00:15, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31709/33666 [16:38<01:01, 31.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6460/8416 [00:52<00:15, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31710/33666 [16:38<01:01, 31.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6461/8416 [00:52<00:15, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31711/33666 [16:38<01:01, 31.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6462/8416 [00:52<00:15, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31712/33666 [16:38<01:01, 31.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6463/8416 [00:52<00:15, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31713/33666 [16:38<01:01, 31.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6464/8416 [00:52<00:15, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31714/33666 [16:38<01:01, 31.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6465/8416 [00:52<00:15, 123.47it/s]
    Epoch 1:  94%|█████████▍| 31715/33666 [16:38<01:01, 31.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6466/8416 [00:52<00:15, 123.47it/s]
    Epoch 1:  94%|█████████▍| 31716/33666 [16:38<01:01, 31.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6467/8416 [00:52<00:15, 123.47it/s]
    Epoch 1:  94%|█████████▍| 31717/33666 [16:38<01:01, 31.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6468/8416 [00:52<00:15, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31718/33666 [16:38<01:01, 31.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6469/8416 [00:52<00:15, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31719/33666 [16:38<01:01, 31.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6470/8416 [00:52<00:15, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31720/33666 [16:38<01:01, 31.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6471/8416 [00:52<00:15, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31721/33666 [16:38<01:01, 31.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6472/8416 [00:52<00:15, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31722/33666 [16:38<01:01, 31.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6473/8416 [00:52<00:15, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31723/33666 [16:38<01:01, 31.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6474/8416 [00:52<00:15, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31724/33666 [16:38<01:01, 31.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6475/8416 [00:52<00:15, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31725/33666 [16:38<01:01, 31.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6476/8416 [00:52<00:15, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31726/33666 [16:38<01:01, 31.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6477/8416 [00:52<00:15, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31727/33666 [16:38<01:01, 31.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6478/8416 [00:52<00:15, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31728/33666 [16:38<01:00, 31.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6479/8416 [00:52<00:15, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31729/33666 [16:38<01:00, 31.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6480/8416 [00:52<00:15, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31730/33666 [16:38<01:00, 31.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6481/8416 [00:52<00:15, 123.46it/s]
    Epoch 1:  94%|█████████▍| 31731/33666 [16:38<01:00, 31.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6482/8416 [00:52<00:15, 123.47it/s]
    Epoch 1:  94%|█████████▍| 31732/33666 [16:38<01:00, 31.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6483/8416 [00:52<00:15, 123.47it/s]
    Epoch 1:  94%|█████████▍| 31733/33666 [16:38<01:00, 31.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6484/8416 [00:52<00:15, 123.47it/s]
    Epoch 1:  94%|█████████▍| 31734/33666 [16:38<01:00, 31.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6485/8416 [00:52<00:15, 123.47it/s]
    Epoch 1:  94%|█████████▍| 31735/33666 [16:38<01:00, 31.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6486/8416 [00:52<00:15, 123.47it/s]
    Epoch 1:  94%|█████████▍| 31736/33666 [16:38<01:00, 31.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6487/8416 [00:52<00:15, 123.47it/s]
    Epoch 1:  94%|█████████▍| 31737/33666 [16:38<01:00, 31.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6488/8416 [00:52<00:15, 123.47it/s]
    Epoch 1:  94%|█████████▍| 31738/33666 [16:38<01:00, 31.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6489/8416 [00:52<00:15, 123.47it/s]
    Epoch 1:  94%|█████████▍| 31739/33666 [16:38<01:00, 31.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6490/8416 [00:52<00:15, 123.47it/s]
    Epoch 1:  94%|█████████▍| 31740/33666 [16:38<01:00, 31.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6491/8416 [00:52<00:15, 123.47it/s]
    Epoch 1:  94%|█████████▍| 31741/33666 [16:38<01:00, 31.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6492/8416 [00:52<00:15, 123.47it/s]
    Epoch 1:  94%|█████████▍| 31742/33666 [16:38<01:00, 31.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6493/8416 [00:52<00:15, 123.47it/s]
    Epoch 1:  94%|█████████▍| 31743/33666 [16:38<01:00, 31.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6494/8416 [00:52<00:15, 123.47it/s]
    Epoch 1:  94%|█████████▍| 31744/33666 [16:38<01:00, 31.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6495/8416 [00:52<00:15, 123.47it/s]
    Epoch 1:  94%|█████████▍| 31745/33666 [16:38<01:00, 31.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6496/8416 [00:52<00:15, 123.47it/s]
    Epoch 1:  94%|█████████▍| 31746/33666 [16:38<01:00, 31.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6497/8416 [00:52<00:15, 123.48it/s]
    Epoch 1:  94%|█████████▍| 31747/33666 [16:38<01:00, 31.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6498/8416 [00:52<00:15, 123.48it/s]
    Epoch 1:  94%|█████████▍| 31748/33666 [16:38<01:00, 31.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6499/8416 [00:52<00:15, 123.48it/s]
    Epoch 1:  94%|█████████▍| 31749/33666 [16:38<01:00, 31.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6500/8416 [00:52<00:15, 123.48it/s]
    Epoch 1:  94%|█████████▍| 31750/33666 [16:38<01:00, 31.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6501/8416 [00:52<00:15, 123.48it/s]
    Epoch 1:  94%|█████████▍| 31751/33666 [16:38<01:00, 31.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6502/8416 [00:52<00:15, 123.48it/s]
    Epoch 1:  94%|█████████▍| 31752/33666 [16:38<01:00, 31.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6503/8416 [00:52<00:15, 123.48it/s]
    Epoch 1:  94%|█████████▍| 31753/33666 [16:38<01:00, 31.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6504/8416 [00:52<00:15, 123.48it/s]
    Epoch 1:  94%|█████████▍| 31754/33666 [16:38<01:00, 31.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6505/8416 [00:52<00:15, 123.48it/s]
    Epoch 1:  94%|█████████▍| 31755/33666 [16:38<01:00, 31.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6506/8416 [00:52<00:15, 123.48it/s]
    Epoch 1:  94%|█████████▍| 31756/33666 [16:38<01:00, 31.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6507/8416 [00:52<00:15, 123.48it/s]
    Epoch 1:  94%|█████████▍| 31757/33666 [16:38<01:00, 31.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6508/8416 [00:52<00:15, 123.48it/s]
    Epoch 1:  94%|█████████▍| 31758/33666 [16:38<00:59, 31.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6509/8416 [00:52<00:15, 123.48it/s]
    Epoch 1:  94%|█████████▍| 31759/33666 [16:38<00:59, 31.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6510/8416 [00:52<00:15, 123.48it/s]
    Epoch 1:  94%|█████████▍| 31760/33666 [16:38<00:59, 31.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6511/8416 [00:52<00:15, 123.48it/s]
    Epoch 1:  94%|█████████▍| 31761/33666 [16:38<00:59, 31.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6512/8416 [00:52<00:15, 123.48it/s]
    Epoch 1:  94%|█████████▍| 31762/33666 [16:38<00:59, 31.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6513/8416 [00:52<00:15, 123.49it/s]
    Epoch 1:  94%|█████████▍| 31763/33666 [16:38<00:59, 31.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6514/8416 [00:52<00:15, 123.49it/s]
    Epoch 1:  94%|█████████▍| 31764/33666 [16:38<00:59, 31.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6515/8416 [00:52<00:15, 123.49it/s]
    Epoch 1:  94%|█████████▍| 31765/33666 [16:38<00:59, 31.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6516/8416 [00:52<00:15, 123.49it/s]
    Epoch 1:  94%|█████████▍| 31766/33666 [16:38<00:59, 31.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6517/8416 [00:52<00:15, 123.49it/s]
    Epoch 1:  94%|█████████▍| 31767/33666 [16:38<00:59, 31.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6518/8416 [00:52<00:15, 123.49it/s]
    Epoch 1:  94%|█████████▍| 31768/33666 [16:38<00:59, 31.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6519/8416 [00:52<00:15, 123.49it/s]
    Epoch 1:  94%|█████████▍| 31769/33666 [16:38<00:59, 31.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6520/8416 [00:52<00:15, 123.49it/s]
    Epoch 1:  94%|█████████▍| 31770/33666 [16:38<00:59, 31.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6521/8416 [00:52<00:15, 123.49it/s]
    Epoch 1:  94%|█████████▍| 31771/33666 [16:38<00:59, 31.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6522/8416 [00:52<00:15, 123.49it/s]
    Epoch 1:  94%|█████████▍| 31772/33666 [16:38<00:59, 31.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6523/8416 [00:52<00:15, 123.49it/s]
    Epoch 1:  94%|█████████▍| 31773/33666 [16:38<00:59, 31.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6524/8416 [00:52<00:15, 123.49it/s]
    Epoch 1:  94%|█████████▍| 31774/33666 [16:38<00:59, 31.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6525/8416 [00:52<00:15, 123.49it/s]
    Epoch 1:  94%|█████████▍| 31775/33666 [16:38<00:59, 31.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6526/8416 [00:52<00:15, 123.49it/s]
    Epoch 1:  94%|█████████▍| 31776/33666 [16:38<00:59, 31.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6527/8416 [00:52<00:15, 123.49it/s]
    Epoch 1:  94%|█████████▍| 31777/33666 [16:38<00:59, 31.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6528/8416 [00:52<00:15, 123.49it/s]
    Epoch 1:  94%|█████████▍| 31778/33666 [16:38<00:59, 31.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6529/8416 [00:52<00:15, 123.49it/s]
    Epoch 1:  94%|█████████▍| 31779/33666 [16:38<00:59, 31.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6530/8416 [00:52<00:15, 123.50it/s]
    Epoch 1:  94%|█████████▍| 31780/33666 [16:38<00:59, 31.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6531/8416 [00:52<00:15, 123.50it/s]
    Epoch 1:  94%|█████████▍| 31781/33666 [16:38<00:59, 31.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6532/8416 [00:52<00:15, 123.49it/s]
    Epoch 1:  94%|█████████▍| 31782/33666 [16:38<00:59, 31.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6533/8416 [00:52<00:15, 123.50it/s]
    Epoch 1:  94%|█████████▍| 31783/33666 [16:38<00:59, 31.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6534/8416 [00:52<00:15, 123.50it/s]
    Epoch 1:  94%|█████████▍| 31784/33666 [16:38<00:59, 31.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6535/8416 [00:52<00:15, 123.50it/s]
    Epoch 1:  94%|█████████▍| 31785/33666 [16:38<00:59, 31.82it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6536/8416 [00:52<00:15, 123.50it/s]
    Epoch 1:  94%|█████████▍| 31786/33666 [16:38<00:59, 31.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6537/8416 [00:52<00:15, 123.50it/s]
    Epoch 1:  94%|█████████▍| 31787/33666 [16:38<00:59, 31.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6538/8416 [00:52<00:15, 123.50it/s]
    Epoch 1:  94%|█████████▍| 31788/33666 [16:38<00:59, 31.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6539/8416 [00:52<00:15, 123.50it/s]
    Epoch 1:  94%|█████████▍| 31789/33666 [16:38<00:58, 31.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6540/8416 [00:52<00:15, 123.50it/s]
    Epoch 1:  94%|█████████▍| 31790/33666 [16:38<00:58, 31.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6541/8416 [00:52<00:15, 123.50it/s]
    Epoch 1:  94%|█████████▍| 31791/33666 [16:38<00:58, 31.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6542/8416 [00:52<00:15, 123.50it/s]
    Epoch 1:  94%|█████████▍| 31792/33666 [16:38<00:58, 31.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6543/8416 [00:52<00:15, 123.50it/s]
    Epoch 1:  94%|█████████▍| 31793/33666 [16:38<00:58, 31.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6544/8416 [00:52<00:15, 123.50it/s]
    Epoch 1:  94%|█████████▍| 31794/33666 [16:38<00:58, 31.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6545/8416 [00:52<00:15, 123.50it/s]
    Epoch 1:  94%|█████████▍| 31795/33666 [16:38<00:58, 31.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6546/8416 [00:53<00:15, 123.50it/s]
    Epoch 1:  94%|█████████▍| 31796/33666 [16:38<00:58, 31.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6547/8416 [00:53<00:15, 123.50it/s]
    Epoch 1:  94%|█████████▍| 31797/33666 [16:38<00:58, 31.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6548/8416 [00:53<00:15, 123.51it/s]
    Epoch 1:  94%|█████████▍| 31798/33666 [16:38<00:58, 31.83it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6549/8416 [00:53<00:15, 123.51it/s]
    Epoch 1:  94%|█████████▍| 31799/33666 [16:38<00:58, 31.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6550/8416 [00:53<00:15, 123.51it/s]
    Epoch 1:  94%|█████████▍| 31800/33666 [16:38<00:58, 31.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6551/8416 [00:53<00:15, 123.51it/s]
    Epoch 1:  94%|█████████▍| 31801/33666 [16:38<00:58, 31.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6552/8416 [00:53<00:15, 123.51it/s]
    Epoch 1:  94%|█████████▍| 31802/33666 [16:38<00:58, 31.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6553/8416 [00:53<00:15, 123.51it/s]
    Epoch 1:  94%|█████████▍| 31803/33666 [16:38<00:58, 31.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6554/8416 [00:53<00:15, 123.51it/s]
    Epoch 1:  94%|█████████▍| 31804/33666 [16:38<00:58, 31.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6555/8416 [00:53<00:15, 123.51it/s]
    Epoch 1:  94%|█████████▍| 31805/33666 [16:38<00:58, 31.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6556/8416 [00:53<00:15, 123.51it/s]
    Epoch 1:  94%|█████████▍| 31806/33666 [16:38<00:58, 31.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6557/8416 [00:53<00:15, 123.51it/s]
    Epoch 1:  94%|█████████▍| 31807/33666 [16:38<00:58, 31.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6558/8416 [00:53<00:15, 123.51it/s]
    Epoch 1:  94%|█████████▍| 31808/33666 [16:38<00:58, 31.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6559/8416 [00:53<00:15, 123.51it/s]
    Epoch 1:  94%|█████████▍| 31809/33666 [16:38<00:58, 31.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6560/8416 [00:53<00:15, 123.51it/s]
    Epoch 1:  94%|█████████▍| 31810/33666 [16:38<00:58, 31.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6561/8416 [00:53<00:15, 123.51it/s]
    Epoch 1:  94%|█████████▍| 31811/33666 [16:38<00:58, 31.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6562/8416 [00:53<00:15, 123.51it/s]
    Epoch 1:  94%|█████████▍| 31812/33666 [16:38<00:58, 31.84it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6563/8416 [00:53<00:15, 123.51it/s]
    Epoch 1:  94%|█████████▍| 31813/33666 [16:38<00:58, 31.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6564/8416 [00:53<00:14, 123.52it/s]
    Epoch 1:  94%|█████████▍| 31814/33666 [16:38<00:58, 31.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6565/8416 [00:53<00:14, 123.52it/s]
    Epoch 1:  95%|█████████▍| 31815/33666 [16:38<00:58, 31.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6566/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31816/33666 [16:38<00:58, 31.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6567/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31817/33666 [16:39<00:58, 31.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6568/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31818/33666 [16:39<00:58, 31.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6569/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31819/33666 [16:39<00:57, 31.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6570/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31820/33666 [16:39<00:57, 31.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6571/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31821/33666 [16:39<00:57, 31.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6572/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31822/33666 [16:39<00:57, 31.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6573/8416 [00:53<00:14, 123.52it/s]
    Epoch 1:  95%|█████████▍| 31823/33666 [16:39<00:57, 31.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6574/8416 [00:53<00:14, 123.52it/s]
    Epoch 1:  95%|█████████▍| 31824/33666 [16:39<00:57, 31.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6575/8416 [00:53<00:14, 123.52it/s]
    Epoch 1:  95%|█████████▍| 31825/33666 [16:39<00:57, 31.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6576/8416 [00:53<00:14, 123.52it/s]
    Epoch 1:  95%|█████████▍| 31826/33666 [16:39<00:57, 31.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6577/8416 [00:53<00:14, 123.52it/s]
    Epoch 1:  95%|█████████▍| 31827/33666 [16:39<00:57, 31.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6578/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31828/33666 [16:39<00:57, 31.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6579/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31829/33666 [16:39<00:57, 31.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6580/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31830/33666 [16:39<00:57, 31.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6581/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31831/33666 [16:39<00:57, 31.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6582/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31832/33666 [16:39<00:57, 31.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6583/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31833/33666 [16:39<00:57, 31.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6584/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31834/33666 [16:39<00:57, 31.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6585/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31835/33666 [16:39<00:57, 31.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6586/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31836/33666 [16:39<00:57, 31.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6587/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31837/33666 [16:39<00:57, 31.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6588/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31838/33666 [16:39<00:57, 31.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6589/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31839/33666 [16:39<00:57, 31.86it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6590/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31840/33666 [16:39<00:57, 31.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6591/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31841/33666 [16:39<00:57, 31.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6592/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31842/33666 [16:39<00:57, 31.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6593/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31843/33666 [16:39<00:57, 31.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6594/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31844/33666 [16:39<00:57, 31.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6595/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31845/33666 [16:39<00:57, 31.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6596/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31846/33666 [16:39<00:57, 31.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6597/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31847/33666 [16:39<00:57, 31.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6598/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31848/33666 [16:39<00:57, 31.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6599/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31849/33666 [16:39<00:57, 31.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6600/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31850/33666 [16:39<00:56, 31.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6601/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31851/33666 [16:39<00:56, 31.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6602/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31852/33666 [16:39<00:56, 31.87it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6603/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31853/33666 [16:39<00:56, 31.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6604/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31854/33666 [16:39<00:56, 31.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6605/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31855/33666 [16:39<00:56, 31.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6606/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31856/33666 [16:39<00:56, 31.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6607/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31857/33666 [16:39<00:56, 31.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6608/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31858/33666 [16:39<00:56, 31.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6609/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31859/33666 [16:39<00:56, 31.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6610/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31860/33666 [16:39<00:56, 31.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6611/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31861/33666 [16:39<00:56, 31.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6612/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31862/33666 [16:39<00:56, 31.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6613/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31863/33666 [16:39<00:56, 31.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6614/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31864/33666 [16:39<00:56, 31.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6615/8416 [00:53<00:14, 123.51it/s]
    Epoch 1:  95%|█████████▍| 31865/33666 [16:39<00:56, 31.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6616/8416 [00:53<00:14, 123.50it/s]
    Epoch 1:  95%|█████████▍| 31866/33666 [16:39<00:56, 31.88it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6617/8416 [00:53<00:14, 123.50it/s]
    Epoch 1:  95%|█████████▍| 31867/33666 [16:39<00:56, 31.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6618/8416 [00:53<00:14, 123.50it/s]
    Epoch 1:  95%|█████████▍| 31868/33666 [16:39<00:56, 31.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6619/8416 [00:53<00:14, 123.50it/s]
    Epoch 1:  95%|█████████▍| 31869/33666 [16:39<00:56, 31.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6620/8416 [00:53<00:14, 123.50it/s]
    Epoch 1:  95%|█████████▍| 31870/33666 [16:39<00:56, 31.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6621/8416 [00:53<00:14, 123.50it/s]
    Epoch 1:  95%|█████████▍| 31871/33666 [16:39<00:56, 31.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6622/8416 [00:53<00:14, 123.50it/s]
    Epoch 1:  95%|█████████▍| 31872/33666 [16:39<00:56, 31.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6623/8416 [00:53<00:14, 123.50it/s]
    Epoch 1:  95%|█████████▍| 31873/33666 [16:39<00:56, 31.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6624/8416 [00:53<00:14, 123.50it/s]
    Epoch 1:  95%|█████████▍| 31874/33666 [16:39<00:56, 31.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6625/8416 [00:53<00:14, 123.50it/s]
    Epoch 1:  95%|█████████▍| 31875/33666 [16:39<00:56, 31.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6626/8416 [00:53<00:14, 123.50it/s]
    Epoch 1:  95%|█████████▍| 31876/33666 [16:39<00:56, 31.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6627/8416 [00:53<00:14, 123.50it/s]
    Epoch 1:  95%|█████████▍| 31877/33666 [16:39<00:56, 31.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6628/8416 [00:53<00:14, 123.50it/s]
    Epoch 1:  95%|█████████▍| 31878/33666 [16:39<00:56, 31.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6629/8416 [00:53<00:14, 123.50it/s]
    Epoch 1:  95%|█████████▍| 31879/33666 [16:39<00:56, 31.89it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6630/8416 [00:53<00:14, 123.50it/s]
    Epoch 1:  95%|█████████▍| 31880/33666 [16:39<00:55, 31.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6631/8416 [00:53<00:14, 123.50it/s]
    Epoch 1:  95%|█████████▍| 31881/33666 [16:39<00:55, 31.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6632/8416 [00:53<00:14, 123.50it/s]
    Epoch 1:  95%|█████████▍| 31882/33666 [16:39<00:55, 31.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6633/8416 [00:53<00:14, 123.50it/s]
    Epoch 1:  95%|█████████▍| 31883/33666 [16:39<00:55, 31.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6634/8416 [00:53<00:14, 123.50it/s]
    Epoch 1:  95%|█████████▍| 31884/33666 [16:39<00:55, 31.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6635/8416 [00:53<00:14, 123.50it/s]
    Epoch 1:  95%|█████████▍| 31885/33666 [16:39<00:55, 31.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6636/8416 [00:53<00:14, 123.50it/s]
    Epoch 1:  95%|█████████▍| 31886/33666 [16:39<00:55, 31.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6637/8416 [00:53<00:14, 123.50it/s]
    Epoch 1:  95%|█████████▍| 31887/33666 [16:39<00:55, 31.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6638/8416 [00:53<00:14, 123.50it/s]
    Epoch 1:  95%|█████████▍| 31888/33666 [16:39<00:55, 31.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6639/8416 [00:53<00:14, 123.50it/s]
    Epoch 1:  95%|█████████▍| 31889/33666 [16:39<00:55, 31.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6640/8416 [00:53<00:14, 123.50it/s]
    Epoch 1:  95%|█████████▍| 31890/33666 [16:39<00:55, 31.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6641/8416 [00:53<00:14, 123.50it/s]
    Epoch 1:  95%|█████████▍| 31891/33666 [16:39<00:55, 31.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6642/8416 [00:53<00:14, 123.50it/s]
    Epoch 1:  95%|█████████▍| 31892/33666 [16:39<00:55, 31.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6643/8416 [00:53<00:14, 123.50it/s]
    Epoch 1:  95%|█████████▍| 31893/33666 [16:39<00:55, 31.90it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6644/8416 [00:53<00:14, 123.50it/s]
    Epoch 1:  95%|█████████▍| 31894/33666 [16:39<00:55, 31.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6645/8416 [00:53<00:14, 123.50it/s]
    Epoch 1:  95%|█████████▍| 31895/33666 [16:39<00:55, 31.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6646/8416 [00:53<00:14, 123.50it/s]
    Epoch 1:  95%|█████████▍| 31896/33666 [16:39<00:55, 31.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6647/8416 [00:53<00:14, 123.50it/s]
    Epoch 1:  95%|█████████▍| 31897/33666 [16:39<00:55, 31.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6648/8416 [00:53<00:14, 123.50it/s]
    Epoch 1:  95%|█████████▍| 31898/33666 [16:39<00:55, 31.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6649/8416 [00:53<00:14, 123.50it/s]
    Epoch 1:  95%|█████████▍| 31899/33666 [16:39<00:55, 31.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6650/8416 [00:53<00:14, 123.50it/s]
    Epoch 1:  95%|█████████▍| 31900/33666 [16:39<00:55, 31.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6651/8416 [00:53<00:14, 123.50it/s]
    Epoch 1:  95%|█████████▍| 31901/33666 [16:39<00:55, 31.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6652/8416 [00:53<00:14, 123.50it/s]
    Epoch 1:  95%|█████████▍| 31902/33666 [16:39<00:55, 31.91it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6653/8416 [00:53<00:14, 123.50it/s]
    Epoch 1:  95%|█████████▍| 31903/33666 [16:39<00:55, 31.91it/s, loss=3.71, v_num=0]

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    Validation DataLoader 0:  82%|████████▏ | 6919/8416 [00:56<00:12, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32169/33666 [16:41<00:46, 32.11it/s, loss=3.71, v_num=0]

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    Epoch 1:  96%|█████████▌| 32170/33666 [16:41<00:46, 32.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6921/8416 [00:56<00:12, 123.53it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6922/8416 [00:56<00:12, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32172/33666 [16:41<00:46, 32.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6923/8416 [00:56<00:12, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32173/33666 [16:41<00:46, 32.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6924/8416 [00:56<00:12, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32174/33666 [16:41<00:46, 32.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6925/8416 [00:56<00:12, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32175/33666 [16:41<00:46, 32.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6926/8416 [00:56<00:12, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32176/33666 [16:41<00:46, 32.11it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6927/8416 [00:56<00:12, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32177/33666 [16:41<00:46, 32.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6928/8416 [00:56<00:12, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32178/33666 [16:41<00:46, 32.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6929/8416 [00:56<00:12, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32179/33666 [16:41<00:46, 32.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6930/8416 [00:56<00:12, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32180/33666 [16:41<00:46, 32.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6931/8416 [00:56<00:12, 123.53it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6932/8416 [00:56<00:12, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32182/33666 [16:41<00:46, 32.12it/s, loss=3.71, v_num=0]

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    Epoch 1:  96%|█████████▌| 32183/33666 [16:41<00:46, 32.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6934/8416 [00:56<00:11, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32184/33666 [16:41<00:46, 32.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6935/8416 [00:56<00:11, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32185/33666 [16:41<00:46, 32.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6936/8416 [00:56<00:11, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32186/33666 [16:41<00:46, 32.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6937/8416 [00:56<00:11, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32187/33666 [16:41<00:46, 32.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6938/8416 [00:56<00:11, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32188/33666 [16:41<00:46, 32.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6939/8416 [00:56<00:11, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32189/33666 [16:42<00:45, 32.12it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6940/8416 [00:56<00:11, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32190/33666 [16:42<00:45, 32.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6941/8416 [00:56<00:11, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32191/33666 [16:42<00:45, 32.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6942/8416 [00:56<00:11, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32192/33666 [16:42<00:45, 32.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6943/8416 [00:56<00:11, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32193/33666 [16:42<00:45, 32.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6944/8416 [00:56<00:11, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32194/33666 [16:42<00:45, 32.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6945/8416 [00:56<00:11, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32195/33666 [16:42<00:45, 32.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6946/8416 [00:56<00:11, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32196/33666 [16:42<00:45, 32.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6947/8416 [00:56<00:11, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32197/33666 [16:42<00:45, 32.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6948/8416 [00:56<00:11, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32198/33666 [16:42<00:45, 32.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6949/8416 [00:56<00:11, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32199/33666 [16:42<00:45, 32.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6950/8416 [00:56<00:11, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32200/33666 [16:42<00:45, 32.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6951/8416 [00:56<00:11, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32201/33666 [16:42<00:45, 32.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6952/8416 [00:56<00:11, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32202/33666 [16:42<00:45, 32.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6953/8416 [00:56<00:11, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32203/33666 [16:42<00:45, 32.13it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6954/8416 [00:56<00:11, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32204/33666 [16:42<00:45, 32.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6955/8416 [00:56<00:11, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32205/33666 [16:42<00:45, 32.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6956/8416 [00:56<00:11, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32206/33666 [16:42<00:45, 32.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6957/8416 [00:56<00:11, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32207/33666 [16:42<00:45, 32.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6958/8416 [00:56<00:11, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32208/33666 [16:42<00:45, 32.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6959/8416 [00:56<00:11, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32209/33666 [16:42<00:45, 32.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6960/8416 [00:56<00:11, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32210/33666 [16:42<00:45, 32.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6961/8416 [00:56<00:11, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32211/33666 [16:42<00:45, 32.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6962/8416 [00:56<00:11, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32212/33666 [16:42<00:45, 32.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6963/8416 [00:56<00:11, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32213/33666 [16:42<00:45, 32.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6964/8416 [00:56<00:11, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32214/33666 [16:42<00:45, 32.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6965/8416 [00:56<00:11, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32215/33666 [16:42<00:45, 32.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6966/8416 [00:56<00:11, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32216/33666 [16:42<00:45, 32.14it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6967/8416 [00:56<00:11, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32217/33666 [16:42<00:45, 32.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6968/8416 [00:56<00:11, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32218/33666 [16:42<00:45, 32.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6969/8416 [00:56<00:11, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32219/33666 [16:42<00:45, 32.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6970/8416 [00:56<00:11, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32220/33666 [16:42<00:44, 32.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6971/8416 [00:56<00:11, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32221/33666 [16:42<00:44, 32.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6972/8416 [00:56<00:11, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32222/33666 [16:42<00:44, 32.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6973/8416 [00:56<00:11, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32223/33666 [16:42<00:44, 32.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6974/8416 [00:56<00:11, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32224/33666 [16:42<00:44, 32.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6975/8416 [00:56<00:11, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32225/33666 [16:42<00:44, 32.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6976/8416 [00:56<00:11, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32226/33666 [16:42<00:44, 32.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6977/8416 [00:56<00:11, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32227/33666 [16:42<00:44, 32.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6978/8416 [00:56<00:11, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32228/33666 [16:42<00:44, 32.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6979/8416 [00:56<00:11, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32229/33666 [16:42<00:44, 32.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6980/8416 [00:56<00:11, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32230/33666 [16:42<00:44, 32.15it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6981/8416 [00:56<00:11, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32231/33666 [16:42<00:44, 32.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6982/8416 [00:56<00:11, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32232/33666 [16:42<00:44, 32.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6983/8416 [00:56<00:11, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32233/33666 [16:42<00:44, 32.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6984/8416 [00:56<00:11, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32234/33666 [16:42<00:44, 32.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6985/8416 [00:56<00:11, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32235/33666 [16:42<00:44, 32.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6986/8416 [00:56<00:11, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32236/33666 [16:42<00:44, 32.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6987/8416 [00:56<00:11, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32237/33666 [16:42<00:44, 32.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6988/8416 [00:56<00:11, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32238/33666 [16:42<00:44, 32.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6989/8416 [00:56<00:11, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32239/33666 [16:42<00:44, 32.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6990/8416 [00:56<00:11, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32240/33666 [16:42<00:44, 32.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6991/8416 [00:56<00:11, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32241/33666 [16:42<00:44, 32.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6992/8416 [00:56<00:11, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32242/33666 [16:42<00:44, 32.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6993/8416 [00:56<00:11, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32243/33666 [16:42<00:44, 32.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6994/8416 [00:56<00:11, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32244/33666 [16:42<00:44, 32.16it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6995/8416 [00:56<00:11, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32245/33666 [16:42<00:44, 32.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6996/8416 [00:56<00:11, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32246/33666 [16:42<00:44, 32.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6997/8416 [00:56<00:11, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32247/33666 [16:42<00:44, 32.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6998/8416 [00:56<00:11, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32248/33666 [16:42<00:44, 32.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6999/8416 [00:56<00:11, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32249/33666 [16:42<00:44, 32.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7000/8416 [00:56<00:11, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32250/33666 [16:42<00:44, 32.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7001/8416 [00:56<00:11, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32251/33666 [16:42<00:43, 32.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7002/8416 [00:56<00:11, 123.50it/s]
    Epoch 1:  96%|█████████▌| 32252/33666 [16:42<00:43, 32.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7003/8416 [00:56<00:11, 123.51it/s]
    Epoch 1:  96%|█████████▌| 32253/33666 [16:42<00:43, 32.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7004/8416 [00:56<00:11, 123.51it/s]
    Epoch 1:  96%|█████████▌| 32254/33666 [16:42<00:43, 32.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7005/8416 [00:56<00:11, 123.51it/s]
    Epoch 1:  96%|█████████▌| 32255/33666 [16:42<00:43, 32.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7006/8416 [00:56<00:11, 123.51it/s]
    Epoch 1:  96%|█████████▌| 32256/33666 [16:42<00:43, 32.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7007/8416 [00:56<00:11, 123.51it/s]
    Epoch 1:  96%|█████████▌| 32257/33666 [16:42<00:43, 32.17it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7008/8416 [00:56<00:11, 123.51it/s]
    Epoch 1:  96%|█████████▌| 32258/33666 [16:42<00:43, 32.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7009/8416 [00:56<00:11, 123.50it/s]
    Epoch 1:  96%|█████████▌| 32259/33666 [16:42<00:43, 32.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7010/8416 [00:56<00:11, 123.50it/s]
    Epoch 1:  96%|█████████▌| 32260/33666 [16:42<00:43, 32.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7011/8416 [00:56<00:11, 123.50it/s]
    Epoch 1:  96%|█████████▌| 32261/33666 [16:42<00:43, 32.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7012/8416 [00:56<00:11, 123.50it/s]
    Epoch 1:  96%|█████████▌| 32262/33666 [16:42<00:43, 32.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7013/8416 [00:56<00:11, 123.50it/s]
    Epoch 1:  96%|█████████▌| 32263/33666 [16:42<00:43, 32.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7014/8416 [00:56<00:11, 123.50it/s]
    Epoch 1:  96%|█████████▌| 32264/33666 [16:42<00:43, 32.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7015/8416 [00:56<00:11, 123.50it/s]
    Epoch 1:  96%|█████████▌| 32265/33666 [16:42<00:43, 32.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7016/8416 [00:56<00:11, 123.50it/s]
    Epoch 1:  96%|█████████▌| 32266/33666 [16:42<00:43, 32.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7017/8416 [00:56<00:11, 123.49it/s]
    Epoch 1:  96%|█████████▌| 32267/33666 [16:42<00:43, 32.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7018/8416 [00:56<00:11, 123.49it/s]
    Epoch 1:  96%|█████████▌| 32268/33666 [16:42<00:43, 32.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7019/8416 [00:56<00:11, 123.49it/s]
    Epoch 1:  96%|█████████▌| 32269/33666 [16:42<00:43, 32.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7020/8416 [00:56<00:11, 123.49it/s]
    Epoch 1:  96%|█████████▌| 32270/33666 [16:42<00:43, 32.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7021/8416 [00:56<00:11, 123.49it/s]
    Epoch 1:  96%|█████████▌| 32271/33666 [16:42<00:43, 32.18it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7022/8416 [00:56<00:11, 123.49it/s]
    Epoch 1:  96%|█████████▌| 32272/33666 [16:42<00:43, 32.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7023/8416 [00:56<00:11, 123.49it/s]
    Epoch 1:  96%|█████████▌| 32273/33666 [16:42<00:43, 32.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7024/8416 [00:56<00:11, 123.49it/s]
    Epoch 1:  96%|█████████▌| 32274/33666 [16:42<00:43, 32.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7025/8416 [00:56<00:11, 123.49it/s]
    Epoch 1:  96%|█████████▌| 32275/33666 [16:42<00:43, 32.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7026/8416 [00:56<00:11, 123.49it/s]
    Epoch 1:  96%|█████████▌| 32276/33666 [16:42<00:43, 32.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7027/8416 [00:56<00:11, 123.49it/s]
    Epoch 1:  96%|█████████▌| 32277/33666 [16:42<00:43, 32.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7028/8416 [00:56<00:11, 123.49it/s]
    Epoch 1:  96%|█████████▌| 32278/33666 [16:42<00:43, 32.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7029/8416 [00:56<00:11, 123.49it/s]
    Epoch 1:  96%|█████████▌| 32279/33666 [16:42<00:43, 32.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7030/8416 [00:56<00:11, 123.49it/s]
    Epoch 1:  96%|█████████▌| 32280/33666 [16:42<00:43, 32.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7031/8416 [00:56<00:11, 123.49it/s]
    Epoch 1:  96%|█████████▌| 32281/33666 [16:42<00:43, 32.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7032/8416 [00:56<00:11, 123.49it/s]
    Epoch 1:  96%|█████████▌| 32282/33666 [16:42<00:42, 32.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7033/8416 [00:56<00:11, 123.49it/s]
    Epoch 1:  96%|█████████▌| 32283/33666 [16:42<00:42, 32.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7034/8416 [00:56<00:11, 123.49it/s]
    Epoch 1:  96%|█████████▌| 32284/33666 [16:42<00:42, 32.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7035/8416 [00:56<00:11, 123.49it/s]
    Epoch 1:  96%|█████████▌| 32285/33666 [16:42<00:42, 32.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7036/8416 [00:56<00:11, 123.49it/s]
    Epoch 1:  96%|█████████▌| 32286/33666 [16:42<00:42, 32.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7037/8416 [00:56<00:11, 123.49it/s]
    Epoch 1:  96%|█████████▌| 32287/33666 [16:42<00:42, 32.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7038/8416 [00:56<00:11, 123.49it/s]
    Epoch 1:  96%|█████████▌| 32288/33666 [16:42<00:42, 32.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7039/8416 [00:56<00:11, 123.49it/s]
    Epoch 1:  96%|█████████▌| 32289/33666 [16:42<00:42, 32.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7040/8416 [00:57<00:11, 123.49it/s]
    Epoch 1:  96%|█████████▌| 32290/33666 [16:42<00:42, 32.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7041/8416 [00:57<00:11, 123.49it/s]
    Epoch 1:  96%|█████████▌| 32291/33666 [16:42<00:42, 32.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7042/8416 [00:57<00:11, 123.50it/s]
    Epoch 1:  96%|█████████▌| 32292/33666 [16:42<00:42, 32.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7043/8416 [00:57<00:11, 123.50it/s]
    Epoch 1:  96%|█████████▌| 32293/33666 [16:42<00:42, 32.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7044/8416 [00:57<00:11, 123.49it/s]
    Epoch 1:  96%|█████████▌| 32294/33666 [16:42<00:42, 32.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7045/8416 [00:57<00:11, 123.49it/s]
    Epoch 1:  96%|█████████▌| 32295/33666 [16:42<00:42, 32.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7046/8416 [00:57<00:11, 123.50it/s]
    Epoch 1:  96%|█████████▌| 32296/33666 [16:42<00:42, 32.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7047/8416 [00:57<00:11, 123.50it/s]
    Epoch 1:  96%|█████████▌| 32297/33666 [16:42<00:42, 32.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7048/8416 [00:57<00:11, 123.50it/s]
    Epoch 1:  96%|█████████▌| 32298/33666 [16:42<00:42, 32.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7049/8416 [00:57<00:11, 123.50it/s]
    Epoch 1:  96%|█████████▌| 32299/33666 [16:42<00:42, 32.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7050/8416 [00:57<00:11, 123.50it/s]
    Epoch 1:  96%|█████████▌| 32300/33666 [16:42<00:42, 32.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7051/8416 [00:57<00:11, 123.50it/s]
    Epoch 1:  96%|█████████▌| 32301/33666 [16:42<00:42, 32.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7052/8416 [00:57<00:11, 123.50it/s]
    Epoch 1:  96%|█████████▌| 32302/33666 [16:42<00:42, 32.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7053/8416 [00:57<00:11, 123.50it/s]
    Epoch 1:  96%|█████████▌| 32303/33666 [16:42<00:42, 32.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7054/8416 [00:57<00:11, 123.50it/s]
    Epoch 1:  96%|█████████▌| 32304/33666 [16:42<00:42, 32.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7055/8416 [00:57<00:11, 123.50it/s]
    Epoch 1:  96%|█████████▌| 32305/33666 [16:42<00:42, 32.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7056/8416 [00:57<00:11, 123.50it/s]
    Epoch 1:  96%|█████████▌| 32306/33666 [16:42<00:42, 32.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7057/8416 [00:57<00:11, 123.50it/s]
    Epoch 1:  96%|█████████▌| 32307/33666 [16:42<00:42, 32.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7058/8416 [00:57<00:10, 123.50it/s]
    Epoch 1:  96%|█████████▌| 32308/33666 [16:42<00:42, 32.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7059/8416 [00:57<00:10, 123.50it/s]
    Epoch 1:  96%|█████████▌| 32309/33666 [16:42<00:42, 32.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7060/8416 [00:57<00:10, 123.50it/s]
    Epoch 1:  96%|█████████▌| 32310/33666 [16:43<00:42, 32.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7061/8416 [00:57<00:10, 123.50it/s]
    Epoch 1:  96%|█████████▌| 32311/33666 [16:43<00:42, 32.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7062/8416 [00:57<00:10, 123.50it/s]
    Epoch 1:  96%|█████████▌| 32312/33666 [16:43<00:42, 32.21it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7063/8416 [00:57<00:10, 123.51it/s]
    Epoch 1:  96%|█████████▌| 32313/33666 [16:43<00:41, 32.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7064/8416 [00:57<00:10, 123.51it/s]
    Epoch 1:  96%|█████████▌| 32314/33666 [16:43<00:41, 32.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7065/8416 [00:57<00:10, 123.51it/s]
    Epoch 1:  96%|█████████▌| 32315/33666 [16:43<00:41, 32.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7066/8416 [00:57<00:10, 123.51it/s]
    Epoch 1:  96%|█████████▌| 32316/33666 [16:43<00:41, 32.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7067/8416 [00:57<00:10, 123.51it/s]
    Epoch 1:  96%|█████████▌| 32317/33666 [16:43<00:41, 32.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7068/8416 [00:57<00:10, 123.51it/s]
    Epoch 1:  96%|█████████▌| 32318/33666 [16:43<00:41, 32.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7069/8416 [00:57<00:10, 123.51it/s]
    Epoch 1:  96%|█████████▌| 32319/33666 [16:43<00:41, 32.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7070/8416 [00:57<00:10, 123.51it/s]
    Epoch 1:  96%|█████████▌| 32320/33666 [16:43<00:41, 32.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7071/8416 [00:57<00:10, 123.51it/s]
    Epoch 1:  96%|█████████▌| 32321/33666 [16:43<00:41, 32.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7072/8416 [00:57<00:10, 123.51it/s]
    Epoch 1:  96%|█████████▌| 32322/33666 [16:43<00:41, 32.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7073/8416 [00:57<00:10, 123.51it/s]
    Epoch 1:  96%|█████████▌| 32323/33666 [16:43<00:41, 32.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7074/8416 [00:57<00:10, 123.51it/s]
    Epoch 1:  96%|█████████▌| 32324/33666 [16:43<00:41, 32.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7075/8416 [00:57<00:10, 123.51it/s]
    Epoch 1:  96%|█████████▌| 32325/33666 [16:43<00:41, 32.22it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7076/8416 [00:57<00:10, 123.51it/s]
    Epoch 1:  96%|█████████▌| 32326/33666 [16:43<00:41, 32.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7077/8416 [00:57<00:10, 123.51it/s]
    Epoch 1:  96%|█████████▌| 32327/33666 [16:43<00:41, 32.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7078/8416 [00:57<00:10, 123.51it/s]
    Epoch 1:  96%|█████████▌| 32328/33666 [16:43<00:41, 32.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7079/8416 [00:57<00:10, 123.51it/s]
    Epoch 1:  96%|█████████▌| 32329/33666 [16:43<00:41, 32.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7080/8416 [00:57<00:10, 123.51it/s]
    Epoch 1:  96%|█████████▌| 32330/33666 [16:43<00:41, 32.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7081/8416 [00:57<00:10, 123.51it/s]
    Epoch 1:  96%|█████████▌| 32331/33666 [16:43<00:41, 32.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7082/8416 [00:57<00:10, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32332/33666 [16:43<00:41, 32.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7083/8416 [00:57<00:10, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32333/33666 [16:43<00:41, 32.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7084/8416 [00:57<00:10, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32334/33666 [16:43<00:41, 32.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7085/8416 [00:57<00:10, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32335/33666 [16:43<00:41, 32.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7086/8416 [00:57<00:10, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32336/33666 [16:43<00:41, 32.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7087/8416 [00:57<00:10, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32337/33666 [16:43<00:41, 32.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7088/8416 [00:57<00:10, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32338/33666 [16:43<00:41, 32.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7089/8416 [00:57<00:10, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32339/33666 [16:43<00:41, 32.23it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7090/8416 [00:57<00:10, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32340/33666 [16:43<00:41, 32.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7091/8416 [00:57<00:10, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32341/33666 [16:43<00:41, 32.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7092/8416 [00:57<00:10, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32342/33666 [16:43<00:41, 32.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7093/8416 [00:57<00:10, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32343/33666 [16:43<00:41, 32.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7094/8416 [00:57<00:10, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32344/33666 [16:43<00:41, 32.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7095/8416 [00:57<00:10, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32345/33666 [16:43<00:40, 32.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7096/8416 [00:57<00:10, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32346/33666 [16:43<00:40, 32.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7097/8416 [00:57<00:10, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32347/33666 [16:43<00:40, 32.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7098/8416 [00:57<00:10, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32348/33666 [16:43<00:40, 32.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7099/8416 [00:57<00:10, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32349/33666 [16:43<00:40, 32.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7100/8416 [00:57<00:10, 123.52it/s]
    Epoch 1:  96%|█████████▌| 32350/33666 [16:43<00:40, 32.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7101/8416 [00:57<00:10, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32351/33666 [16:43<00:40, 32.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7102/8416 [00:57<00:10, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32352/33666 [16:43<00:40, 32.24it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7103/8416 [00:57<00:10, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32353/33666 [16:43<00:40, 32.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7104/8416 [00:57<00:10, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32354/33666 [16:43<00:40, 32.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7105/8416 [00:57<00:10, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32355/33666 [16:43<00:40, 32.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7106/8416 [00:57<00:10, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32356/33666 [16:43<00:40, 32.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7107/8416 [00:57<00:10, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32357/33666 [16:43<00:40, 32.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7108/8416 [00:57<00:10, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32358/33666 [16:43<00:40, 32.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7109/8416 [00:57<00:10, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32359/33666 [16:43<00:40, 32.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7110/8416 [00:57<00:10, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32360/33666 [16:43<00:40, 32.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7111/8416 [00:57<00:10, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32361/33666 [16:43<00:40, 32.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7112/8416 [00:57<00:10, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32362/33666 [16:43<00:40, 32.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7113/8416 [00:57<00:10, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32363/33666 [16:43<00:40, 32.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7114/8416 [00:57<00:10, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32364/33666 [16:43<00:40, 32.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7115/8416 [00:57<00:10, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32365/33666 [16:43<00:40, 32.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7116/8416 [00:57<00:10, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32366/33666 [16:43<00:40, 32.25it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7117/8416 [00:57<00:10, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32367/33666 [16:43<00:40, 32.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7118/8416 [00:57<00:10, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32368/33666 [16:43<00:40, 32.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7119/8416 [00:57<00:10, 123.53it/s]
    Epoch 1:  96%|█████████▌| 32369/33666 [16:43<00:40, 32.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7120/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32370/33666 [16:43<00:40, 32.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7121/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32371/33666 [16:43<00:40, 32.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7122/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32372/33666 [16:43<00:40, 32.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7123/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32373/33666 [16:43<00:40, 32.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7124/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32374/33666 [16:43<00:40, 32.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7125/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32375/33666 [16:43<00:40, 32.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7126/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32376/33666 [16:43<00:39, 32.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7127/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32377/33666 [16:43<00:39, 32.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7128/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32378/33666 [16:43<00:39, 32.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7129/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32379/33666 [16:43<00:39, 32.26it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7130/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32380/33666 [16:43<00:39, 32.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7131/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32381/33666 [16:43<00:39, 32.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7132/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32382/33666 [16:43<00:39, 32.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7133/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32383/33666 [16:43<00:39, 32.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7134/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32384/33666 [16:43<00:39, 32.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7135/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32385/33666 [16:43<00:39, 32.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7136/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32386/33666 [16:43<00:39, 32.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7137/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32387/33666 [16:43<00:39, 32.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7138/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32388/33666 [16:43<00:39, 32.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7139/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32389/33666 [16:43<00:39, 32.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7140/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32390/33666 [16:43<00:39, 32.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7141/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32391/33666 [16:43<00:39, 32.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7142/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32392/33666 [16:43<00:39, 32.27it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7143/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32393/33666 [16:43<00:39, 32.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7144/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32394/33666 [16:43<00:39, 32.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7145/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32395/33666 [16:43<00:39, 32.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7146/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32396/33666 [16:43<00:39, 32.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7147/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32397/33666 [16:43<00:39, 32.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7148/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32398/33666 [16:43<00:39, 32.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7149/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32399/33666 [16:43<00:39, 32.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7150/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32400/33666 [16:43<00:39, 32.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7151/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32401/33666 [16:43<00:39, 32.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7152/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32402/33666 [16:43<00:39, 32.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7153/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▌| 32403/33666 [16:43<00:39, 32.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7154/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▋| 32404/33666 [16:43<00:39, 32.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7155/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▋| 32405/33666 [16:43<00:39, 32.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7156/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▋| 32406/33666 [16:43<00:39, 32.28it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7157/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▋| 32407/33666 [16:43<00:38, 32.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7158/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▋| 32408/33666 [16:43<00:38, 32.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7159/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▋| 32409/33666 [16:43<00:38, 32.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7160/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▋| 32410/33666 [16:43<00:38, 32.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7161/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▋| 32411/33666 [16:43<00:38, 32.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7162/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▋| 32412/33666 [16:43<00:38, 32.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7163/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▋| 32413/33666 [16:43<00:38, 32.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7164/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▋| 32414/33666 [16:43<00:38, 32.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7165/8416 [00:57<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▋| 32415/33666 [16:43<00:38, 32.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7166/8416 [00:58<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▋| 32416/33666 [16:43<00:38, 32.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7167/8416 [00:58<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▋| 32417/33666 [16:43<00:38, 32.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7168/8416 [00:58<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▋| 32418/33666 [16:43<00:38, 32.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7169/8416 [00:58<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▋| 32419/33666 [16:43<00:38, 32.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7170/8416 [00:58<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▋| 32420/33666 [16:43<00:38, 32.29it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7171/8416 [00:58<00:10, 123.54it/s]
    Epoch 1:  96%|█████████▋| 32421/33666 [16:43<00:38, 32.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7172/8416 [00:58<00:10, 123.53it/s]
    Epoch 1:  96%|█████████▋| 32422/33666 [16:43<00:38, 32.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7173/8416 [00:58<00:10, 123.53it/s]
    Epoch 1:  96%|█████████▋| 32423/33666 [16:43<00:38, 32.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7174/8416 [00:58<00:10, 123.53it/s]
    Epoch 1:  96%|█████████▋| 32424/33666 [16:43<00:38, 32.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7175/8416 [00:58<00:10, 123.53it/s]
    Epoch 1:  96%|█████████▋| 32425/33666 [16:43<00:38, 32.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7176/8416 [00:58<00:10, 123.53it/s]
    Epoch 1:  96%|█████████▋| 32426/33666 [16:43<00:38, 32.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7177/8416 [00:58<00:10, 123.53it/s]
    Epoch 1:  96%|█████████▋| 32427/33666 [16:43<00:38, 32.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7178/8416 [00:58<00:10, 123.53it/s]
    Epoch 1:  96%|█████████▋| 32428/33666 [16:43<00:38, 32.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7179/8416 [00:58<00:10, 123.53it/s]
    Epoch 1:  96%|█████████▋| 32429/33666 [16:43<00:38, 32.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7180/8416 [00:58<00:10, 123.53it/s]
    Epoch 1:  96%|█████████▋| 32430/33666 [16:43<00:38, 32.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7181/8416 [00:58<00:09, 123.53it/s]
    Epoch 1:  96%|█████████▋| 32431/33666 [16:43<00:38, 32.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7182/8416 [00:58<00:09, 123.53it/s]
    Epoch 1:  96%|█████████▋| 32432/33666 [16:43<00:38, 32.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7183/8416 [00:58<00:09, 123.53it/s]
    Epoch 1:  96%|█████████▋| 32433/33666 [16:43<00:38, 32.30it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7184/8416 [00:58<00:09, 123.53it/s]
    Epoch 1:  96%|█████████▋| 32434/33666 [16:43<00:38, 32.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7185/8416 [00:58<00:09, 123.53it/s]
    Epoch 1:  96%|█████████▋| 32435/33666 [16:43<00:38, 32.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7186/8416 [00:58<00:09, 123.53it/s]
    Epoch 1:  96%|█████████▋| 32436/33666 [16:44<00:38, 32.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7187/8416 [00:58<00:09, 123.53it/s]
    Epoch 1:  96%|█████████▋| 32437/33666 [16:44<00:38, 32.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7188/8416 [00:58<00:09, 123.53it/s]
    Epoch 1:  96%|█████████▋| 32438/33666 [16:44<00:38, 32.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7189/8416 [00:58<00:09, 123.53it/s]
    Epoch 1:  96%|█████████▋| 32439/33666 [16:44<00:37, 32.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7190/8416 [00:58<00:09, 123.53it/s]
    Epoch 1:  96%|█████████▋| 32440/33666 [16:44<00:37, 32.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7191/8416 [00:58<00:09, 123.53it/s]
    Epoch 1:  96%|█████████▋| 32441/33666 [16:44<00:37, 32.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7192/8416 [00:58<00:09, 123.53it/s]
    Epoch 1:  96%|█████████▋| 32442/33666 [16:44<00:37, 32.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7193/8416 [00:58<00:09, 123.53it/s]
    Epoch 1:  96%|█████████▋| 32443/33666 [16:44<00:37, 32.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7194/8416 [00:58<00:09, 123.53it/s]
    Epoch 1:  96%|█████████▋| 32444/33666 [16:44<00:37, 32.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7195/8416 [00:58<00:09, 123.54it/s]
    Epoch 1:  96%|█████████▋| 32445/33666 [16:44<00:37, 32.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7196/8416 [00:58<00:09, 123.54it/s]
    Epoch 1:  96%|█████████▋| 32446/33666 [16:44<00:37, 32.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7197/8416 [00:58<00:09, 123.54it/s]
    Epoch 1:  96%|█████████▋| 32447/33666 [16:44<00:37, 32.31it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7198/8416 [00:58<00:09, 123.54it/s]
    Epoch 1:  96%|█████████▋| 32448/33666 [16:44<00:37, 32.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7199/8416 [00:58<00:09, 123.54it/s]
    Epoch 1:  96%|█████████▋| 32449/33666 [16:44<00:37, 32.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7200/8416 [00:58<00:09, 123.54it/s]
    Epoch 1:  96%|█████████▋| 32450/33666 [16:44<00:37, 32.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7201/8416 [00:58<00:09, 123.54it/s]
    Epoch 1:  96%|█████████▋| 32451/33666 [16:44<00:37, 32.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7202/8416 [00:58<00:09, 123.54it/s]
    Epoch 1:  96%|█████████▋| 32452/33666 [16:44<00:37, 32.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7203/8416 [00:58<00:09, 123.54it/s]
    Epoch 1:  96%|█████████▋| 32453/33666 [16:44<00:37, 32.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7204/8416 [00:58<00:09, 123.54it/s]
    Epoch 1:  96%|█████████▋| 32454/33666 [16:44<00:37, 32.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7205/8416 [00:58<00:09, 123.54it/s]
    Epoch 1:  96%|█████████▋| 32455/33666 [16:44<00:37, 32.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7206/8416 [00:58<00:09, 123.54it/s]
    Epoch 1:  96%|█████████▋| 32456/33666 [16:44<00:37, 32.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7207/8416 [00:58<00:09, 123.54it/s]
    Epoch 1:  96%|█████████▋| 32457/33666 [16:44<00:37, 32.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7208/8416 [00:58<00:09, 123.54it/s]
    Epoch 1:  96%|█████████▋| 32458/33666 [16:44<00:37, 32.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7209/8416 [00:58<00:09, 123.54it/s]
    Epoch 1:  96%|█████████▋| 32459/33666 [16:44<00:37, 32.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7210/8416 [00:58<00:09, 123.54it/s]
    Epoch 1:  96%|█████████▋| 32460/33666 [16:44<00:37, 32.32it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7211/8416 [00:58<00:09, 123.54it/s]
    Epoch 1:  96%|█████████▋| 32461/33666 [16:44<00:37, 32.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7212/8416 [00:58<00:09, 123.54it/s]
    Epoch 1:  96%|█████████▋| 32462/33666 [16:44<00:37, 32.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7213/8416 [00:58<00:09, 123.55it/s]
    Epoch 1:  96%|█████████▋| 32463/33666 [16:44<00:37, 32.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7214/8416 [00:58<00:09, 123.55it/s]
    Epoch 1:  96%|█████████▋| 32464/33666 [16:44<00:37, 32.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7215/8416 [00:58<00:09, 123.55it/s]
    Epoch 1:  96%|█████████▋| 32465/33666 [16:44<00:37, 32.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7216/8416 [00:58<00:09, 123.55it/s]
    Epoch 1:  96%|█████████▋| 32466/33666 [16:44<00:37, 32.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7217/8416 [00:58<00:09, 123.55it/s]
    Epoch 1:  96%|█████████▋| 32467/33666 [16:44<00:37, 32.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7218/8416 [00:58<00:09, 123.55it/s]
    Epoch 1:  96%|█████████▋| 32468/33666 [16:44<00:37, 32.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7219/8416 [00:58<00:09, 123.55it/s]
    Epoch 1:  96%|█████████▋| 32469/33666 [16:44<00:37, 32.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7220/8416 [00:58<00:09, 123.55it/s]
    Epoch 1:  96%|█████████▋| 32470/33666 [16:44<00:36, 32.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7221/8416 [00:58<00:09, 123.55it/s]
    Epoch 1:  96%|█████████▋| 32471/33666 [16:44<00:36, 32.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7222/8416 [00:58<00:09, 123.55it/s]
    Epoch 1:  96%|█████████▋| 32472/33666 [16:44<00:36, 32.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7223/8416 [00:58<00:09, 123.55it/s]
    Epoch 1:  96%|█████████▋| 32473/33666 [16:44<00:36, 32.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7224/8416 [00:58<00:09, 123.55it/s]
    Epoch 1:  96%|█████████▋| 32474/33666 [16:44<00:36, 32.33it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7225/8416 [00:58<00:09, 123.55it/s]
    Epoch 1:  96%|█████████▋| 32475/33666 [16:44<00:36, 32.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7226/8416 [00:58<00:09, 123.55it/s]
    Epoch 1:  96%|█████████▋| 32476/33666 [16:44<00:36, 32.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7227/8416 [00:58<00:09, 123.55it/s]
    Epoch 1:  96%|█████████▋| 32477/33666 [16:44<00:36, 32.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7228/8416 [00:58<00:09, 123.55it/s]
    Epoch 1:  96%|█████████▋| 32478/33666 [16:44<00:36, 32.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7229/8416 [00:58<00:09, 123.55it/s]
    Epoch 1:  96%|█████████▋| 32479/33666 [16:44<00:36, 32.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7230/8416 [00:58<00:09, 123.55it/s]
    Epoch 1:  96%|█████████▋| 32480/33666 [16:44<00:36, 32.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7231/8416 [00:58<00:09, 123.56it/s]
    Epoch 1:  96%|█████████▋| 32481/33666 [16:44<00:36, 32.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7232/8416 [00:58<00:09, 123.56it/s]
    Epoch 1:  96%|█████████▋| 32482/33666 [16:44<00:36, 32.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7233/8416 [00:58<00:09, 123.56it/s]
    Epoch 1:  96%|█████████▋| 32483/33666 [16:44<00:36, 32.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7234/8416 [00:58<00:09, 123.56it/s]
    Epoch 1:  96%|█████████▋| 32484/33666 [16:44<00:36, 32.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7235/8416 [00:58<00:09, 123.56it/s]
    Epoch 1:  96%|█████████▋| 32485/33666 [16:44<00:36, 32.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7236/8416 [00:58<00:09, 123.56it/s]
    Epoch 1:  96%|█████████▋| 32486/33666 [16:44<00:36, 32.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7237/8416 [00:58<00:09, 123.56it/s]
    Epoch 1:  96%|█████████▋| 32487/33666 [16:44<00:36, 32.34it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7238/8416 [00:58<00:09, 123.56it/s]
    Epoch 1:  97%|█████████▋| 32488/33666 [16:44<00:36, 32.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7239/8416 [00:58<00:09, 123.56it/s]
    Epoch 1:  97%|█████████▋| 32489/33666 [16:44<00:36, 32.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7240/8416 [00:58<00:09, 123.56it/s]
    Epoch 1:  97%|█████████▋| 32490/33666 [16:44<00:36, 32.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7241/8416 [00:58<00:09, 123.56it/s]
    Epoch 1:  97%|█████████▋| 32491/33666 [16:44<00:36, 32.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7242/8416 [00:58<00:09, 123.56it/s]
    Epoch 1:  97%|█████████▋| 32492/33666 [16:44<00:36, 32.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7243/8416 [00:58<00:09, 123.56it/s]
    Epoch 1:  97%|█████████▋| 32493/33666 [16:44<00:36, 32.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7244/8416 [00:58<00:09, 123.56it/s]
    Epoch 1:  97%|█████████▋| 32494/33666 [16:44<00:36, 32.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7245/8416 [00:58<00:09, 123.56it/s]
    Epoch 1:  97%|█████████▋| 32495/33666 [16:44<00:36, 32.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7246/8416 [00:58<00:09, 123.56it/s]
    Epoch 1:  97%|█████████▋| 32496/33666 [16:44<00:36, 32.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7247/8416 [00:58<00:09, 123.56it/s]
    Epoch 1:  97%|█████████▋| 32497/33666 [16:44<00:36, 32.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7248/8416 [00:58<00:09, 123.56it/s]
    Epoch 1:  97%|█████████▋| 32498/33666 [16:44<00:36, 32.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7249/8416 [00:58<00:09, 123.56it/s]
    Epoch 1:  97%|█████████▋| 32499/33666 [16:44<00:36, 32.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7250/8416 [00:58<00:09, 123.56it/s]
    Epoch 1:  97%|█████████▋| 32500/33666 [16:44<00:36, 32.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7251/8416 [00:58<00:09, 123.56it/s]
    Epoch 1:  97%|█████████▋| 32501/33666 [16:44<00:36, 32.35it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7252/8416 [00:58<00:09, 123.57it/s]
    Epoch 1:  97%|█████████▋| 32502/33666 [16:44<00:35, 32.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7253/8416 [00:58<00:09, 123.57it/s]
    Epoch 1:  97%|█████████▋| 32503/33666 [16:44<00:35, 32.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7254/8416 [00:58<00:09, 123.57it/s]
    Epoch 1:  97%|█████████▋| 32504/33666 [16:44<00:35, 32.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7255/8416 [00:58<00:09, 123.57it/s]
    Epoch 1:  97%|█████████▋| 32505/33666 [16:44<00:35, 32.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7256/8416 [00:58<00:09, 123.57it/s]
    Epoch 1:  97%|█████████▋| 32506/33666 [16:44<00:35, 32.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7257/8416 [00:58<00:09, 123.57it/s]
    Epoch 1:  97%|█████████▋| 32507/33666 [16:44<00:35, 32.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7258/8416 [00:58<00:09, 123.57it/s]
    Epoch 1:  97%|█████████▋| 32508/33666 [16:44<00:35, 32.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7259/8416 [00:58<00:09, 123.57it/s]
    Epoch 1:  97%|█████████▋| 32509/33666 [16:44<00:35, 32.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7260/8416 [00:58<00:09, 123.57it/s]
    Epoch 1:  97%|█████████▋| 32510/33666 [16:44<00:35, 32.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7261/8416 [00:58<00:09, 123.57it/s]
    Epoch 1:  97%|█████████▋| 32511/33666 [16:44<00:35, 32.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7262/8416 [00:58<00:09, 123.57it/s]
    Epoch 1:  97%|█████████▋| 32512/33666 [16:44<00:35, 32.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7263/8416 [00:58<00:09, 123.57it/s]
    Epoch 1:  97%|█████████▋| 32513/33666 [16:44<00:35, 32.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7264/8416 [00:58<00:09, 123.57it/s]
    Epoch 1:  97%|█████████▋| 32514/33666 [16:44<00:35, 32.36it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7265/8416 [00:58<00:09, 123.57it/s]
    Epoch 1:  97%|█████████▋| 32515/33666 [16:44<00:35, 32.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7266/8416 [00:58<00:09, 123.57it/s]
    Epoch 1:  97%|█████████▋| 32516/33666 [16:44<00:35, 32.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7267/8416 [00:58<00:09, 123.57it/s]
    Epoch 1:  97%|█████████▋| 32517/33666 [16:44<00:35, 32.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7268/8416 [00:58<00:09, 123.57it/s]
    Epoch 1:  97%|█████████▋| 32518/33666 [16:44<00:35, 32.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7269/8416 [00:58<00:09, 123.58it/s]
    Epoch 1:  97%|█████████▋| 32519/33666 [16:44<00:35, 32.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7270/8416 [00:58<00:09, 123.58it/s]
    Epoch 1:  97%|█████████▋| 32520/33666 [16:44<00:35, 32.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7271/8416 [00:58<00:09, 123.58it/s]
    Epoch 1:  97%|█████████▋| 32521/33666 [16:44<00:35, 32.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7272/8416 [00:58<00:09, 123.58it/s]
    Epoch 1:  97%|█████████▋| 32522/33666 [16:44<00:35, 32.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7273/8416 [00:58<00:09, 123.58it/s]
    Epoch 1:  97%|█████████▋| 32523/33666 [16:44<00:35, 32.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7274/8416 [00:58<00:09, 123.58it/s]
    Epoch 1:  97%|█████████▋| 32524/33666 [16:44<00:35, 32.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7275/8416 [00:58<00:09, 123.58it/s]
    Epoch 1:  97%|█████████▋| 32525/33666 [16:44<00:35, 32.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7276/8416 [00:58<00:09, 123.58it/s]
    Epoch 1:  97%|█████████▋| 32526/33666 [16:44<00:35, 32.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7277/8416 [00:58<00:09, 123.58it/s]
    Epoch 1:  97%|█████████▋| 32527/33666 [16:44<00:35, 32.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7278/8416 [00:58<00:09, 123.58it/s]
    Epoch 1:  97%|█████████▋| 32528/33666 [16:44<00:35, 32.37it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7279/8416 [00:58<00:09, 123.58it/s]
    Epoch 1:  97%|█████████▋| 32529/33666 [16:44<00:35, 32.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7280/8416 [00:58<00:09, 123.58it/s]
    Epoch 1:  97%|█████████▋| 32530/33666 [16:44<00:35, 32.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7281/8416 [00:58<00:09, 123.58it/s]
    Epoch 1:  97%|█████████▋| 32531/33666 [16:44<00:35, 32.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7282/8416 [00:58<00:09, 123.58it/s]
    Epoch 1:  97%|█████████▋| 32532/33666 [16:44<00:35, 32.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7283/8416 [00:58<00:09, 123.58it/s]
    Epoch 1:  97%|█████████▋| 32533/33666 [16:44<00:34, 32.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7284/8416 [00:58<00:09, 123.58it/s]
    Epoch 1:  97%|█████████▋| 32534/33666 [16:44<00:34, 32.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7285/8416 [00:58<00:09, 123.58it/s]
    Epoch 1:  97%|█████████▋| 32535/33666 [16:44<00:34, 32.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7286/8416 [00:58<00:09, 123.58it/s]
    Epoch 1:  97%|█████████▋| 32536/33666 [16:44<00:34, 32.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7287/8416 [00:58<00:09, 123.58it/s]
    Epoch 1:  97%|█████████▋| 32537/33666 [16:44<00:34, 32.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7288/8416 [00:58<00:09, 123.58it/s]
    Epoch 1:  97%|█████████▋| 32538/33666 [16:44<00:34, 32.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7289/8416 [00:58<00:09, 123.59it/s]
    Epoch 1:  97%|█████████▋| 32539/33666 [16:44<00:34, 32.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7290/8416 [00:58<00:09, 123.59it/s]
    Epoch 1:  97%|█████████▋| 32540/33666 [16:44<00:34, 32.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7291/8416 [00:58<00:09, 123.59it/s]
    Epoch 1:  97%|█████████▋| 32541/33666 [16:44<00:34, 32.38it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7292/8416 [00:59<00:09, 123.59it/s]
    Epoch 1:  97%|█████████▋| 32542/33666 [16:44<00:34, 32.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7293/8416 [00:59<00:09, 123.59it/s]
    Epoch 1:  97%|█████████▋| 32543/33666 [16:44<00:34, 32.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7294/8416 [00:59<00:09, 123.59it/s]
    Epoch 1:  97%|█████████▋| 32544/33666 [16:44<00:34, 32.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7295/8416 [00:59<00:09, 123.59it/s]
    Epoch 1:  97%|█████████▋| 32545/33666 [16:44<00:34, 32.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7296/8416 [00:59<00:09, 123.59it/s]
    Epoch 1:  97%|█████████▋| 32546/33666 [16:44<00:34, 32.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7297/8416 [00:59<00:09, 123.59it/s]
    Epoch 1:  97%|█████████▋| 32547/33666 [16:44<00:34, 32.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7298/8416 [00:59<00:09, 123.59it/s]
    Epoch 1:  97%|█████████▋| 32548/33666 [16:44<00:34, 32.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7299/8416 [00:59<00:09, 123.59it/s]
    Epoch 1:  97%|█████████▋| 32549/33666 [16:44<00:34, 32.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7300/8416 [00:59<00:09, 123.59it/s]
    Epoch 1:  97%|█████████▋| 32550/33666 [16:44<00:34, 32.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7301/8416 [00:59<00:09, 123.59it/s]
    Epoch 1:  97%|█████████▋| 32551/33666 [16:44<00:34, 32.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7302/8416 [00:59<00:09, 123.59it/s]
    Epoch 1:  97%|█████████▋| 32552/33666 [16:44<00:34, 32.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7303/8416 [00:59<00:09, 123.59it/s]
    Epoch 1:  97%|█████████▋| 32553/33666 [16:44<00:34, 32.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7304/8416 [00:59<00:08, 123.59it/s]
    Epoch 1:  97%|█████████▋| 32554/33666 [16:44<00:34, 32.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7305/8416 [00:59<00:08, 123.59it/s]
    Epoch 1:  97%|█████████▋| 32555/33666 [16:44<00:34, 32.39it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7306/8416 [00:59<00:08, 123.59it/s]
    Epoch 1:  97%|█████████▋| 32556/33666 [16:44<00:34, 32.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7307/8416 [00:59<00:08, 123.59it/s]
    Epoch 1:  97%|█████████▋| 32557/33666 [16:44<00:34, 32.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7308/8416 [00:59<00:08, 123.59it/s]
    Epoch 1:  97%|█████████▋| 32558/33666 [16:44<00:34, 32.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7309/8416 [00:59<00:08, 123.59it/s]
    Epoch 1:  97%|█████████▋| 32559/33666 [16:44<00:34, 32.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7310/8416 [00:59<00:08, 123.59it/s]
    Epoch 1:  97%|█████████▋| 32560/33666 [16:44<00:34, 32.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7311/8416 [00:59<00:08, 123.59it/s]
    Epoch 1:  97%|█████████▋| 32561/33666 [16:44<00:34, 32.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7312/8416 [00:59<00:08, 123.60it/s]
    Epoch 1:  97%|█████████▋| 32562/33666 [16:44<00:34, 32.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7313/8416 [00:59<00:08, 123.60it/s]
    Epoch 1:  97%|█████████▋| 32563/33666 [16:45<00:34, 32.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7314/8416 [00:59<00:08, 123.60it/s]
    Epoch 1:  97%|█████████▋| 32564/33666 [16:45<00:34, 32.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7315/8416 [00:59<00:08, 123.60it/s]
    Epoch 1:  97%|█████████▋| 32565/33666 [16:45<00:33, 32.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7316/8416 [00:59<00:08, 123.60it/s]
    Epoch 1:  97%|█████████▋| 32566/33666 [16:45<00:33, 32.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7317/8416 [00:59<00:08, 123.60it/s]
    Epoch 1:  97%|█████████▋| 32567/33666 [16:45<00:33, 32.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7318/8416 [00:59<00:08, 123.60it/s]
    Epoch 1:  97%|█████████▋| 32568/33666 [16:45<00:33, 32.40it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7319/8416 [00:59<00:08, 123.60it/s]
    Epoch 1:  97%|█████████▋| 32569/33666 [16:45<00:33, 32.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7320/8416 [00:59<00:08, 123.60it/s]
    Epoch 1:  97%|█████████▋| 32570/33666 [16:45<00:33, 32.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7321/8416 [00:59<00:08, 123.60it/s]
    Epoch 1:  97%|█████████▋| 32571/33666 [16:45<00:33, 32.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7322/8416 [00:59<00:08, 123.60it/s]
    Epoch 1:  97%|█████████▋| 32572/33666 [16:45<00:33, 32.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7323/8416 [00:59<00:08, 123.60it/s]
    Epoch 1:  97%|█████████▋| 32573/33666 [16:45<00:33, 32.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7324/8416 [00:59<00:08, 123.60it/s]
    Epoch 1:  97%|█████████▋| 32574/33666 [16:45<00:33, 32.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7325/8416 [00:59<00:08, 123.60it/s]
    Epoch 1:  97%|█████████▋| 32575/33666 [16:45<00:33, 32.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7326/8416 [00:59<00:08, 123.60it/s]
    Epoch 1:  97%|█████████▋| 32576/33666 [16:45<00:33, 32.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7327/8416 [00:59<00:08, 123.60it/s]
    Epoch 1:  97%|█████████▋| 32577/33666 [16:45<00:33, 32.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7328/8416 [00:59<00:08, 123.60it/s]
    Epoch 1:  97%|█████████▋| 32578/33666 [16:45<00:33, 32.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7329/8416 [00:59<00:08, 123.60it/s]
    Epoch 1:  97%|█████████▋| 32579/33666 [16:45<00:33, 32.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7330/8416 [00:59<00:08, 123.60it/s]
    Epoch 1:  97%|█████████▋| 32580/33666 [16:45<00:33, 32.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7331/8416 [00:59<00:08, 123.61it/s]
    Epoch 1:  97%|█████████▋| 32581/33666 [16:45<00:33, 32.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7332/8416 [00:59<00:08, 123.61it/s]
    Epoch 1:  97%|█████████▋| 32582/33666 [16:45<00:33, 32.41it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7333/8416 [00:59<00:08, 123.61it/s]
    Epoch 1:  97%|█████████▋| 32583/33666 [16:45<00:33, 32.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7334/8416 [00:59<00:08, 123.61it/s]
    Epoch 1:  97%|█████████▋| 32584/33666 [16:45<00:33, 32.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7335/8416 [00:59<00:08, 123.61it/s]
    Epoch 1:  97%|█████████▋| 32585/33666 [16:45<00:33, 32.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7336/8416 [00:59<00:08, 123.61it/s]
    Epoch 1:  97%|█████████▋| 32586/33666 [16:45<00:33, 32.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7337/8416 [00:59<00:08, 123.61it/s]
    Epoch 1:  97%|█████████▋| 32587/33666 [16:45<00:33, 32.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7338/8416 [00:59<00:08, 123.61it/s]
    Epoch 1:  97%|█████████▋| 32588/33666 [16:45<00:33, 32.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7339/8416 [00:59<00:08, 123.61it/s]
    Epoch 1:  97%|█████████▋| 32589/33666 [16:45<00:33, 32.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7340/8416 [00:59<00:08, 123.61it/s]
    Epoch 1:  97%|█████████▋| 32590/33666 [16:45<00:33, 32.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7341/8416 [00:59<00:08, 123.61it/s]
    Epoch 1:  97%|█████████▋| 32591/33666 [16:45<00:33, 32.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7342/8416 [00:59<00:08, 123.61it/s]
    Epoch 1:  97%|█████████▋| 32592/33666 [16:45<00:33, 32.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7343/8416 [00:59<00:08, 123.61it/s]
    Epoch 1:  97%|█████████▋| 32593/33666 [16:45<00:33, 32.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7344/8416 [00:59<00:08, 123.61it/s]
    Epoch 1:  97%|█████████▋| 32594/33666 [16:45<00:33, 32.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7345/8416 [00:59<00:08, 123.61it/s]
    Epoch 1:  97%|█████████▋| 32595/33666 [16:45<00:33, 32.42it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7346/8416 [00:59<00:08, 123.61it/s]
    Epoch 1:  97%|█████████▋| 32596/33666 [16:45<00:32, 32.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7347/8416 [00:59<00:08, 123.61it/s]
    Epoch 1:  97%|█████████▋| 32597/33666 [16:45<00:32, 32.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7348/8416 [00:59<00:08, 123.61it/s]
    Epoch 1:  97%|█████████▋| 32598/33666 [16:45<00:32, 32.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7349/8416 [00:59<00:08, 123.61it/s]
    Epoch 1:  97%|█████████▋| 32599/33666 [16:45<00:32, 32.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7350/8416 [00:59<00:08, 123.61it/s]
    Epoch 1:  97%|█████████▋| 32600/33666 [16:45<00:32, 32.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7351/8416 [00:59<00:08, 123.62it/s]
    Epoch 1:  97%|█████████▋| 32601/33666 [16:45<00:32, 32.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7352/8416 [00:59<00:08, 123.62it/s]
    Epoch 1:  97%|█████████▋| 32602/33666 [16:45<00:32, 32.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7353/8416 [00:59<00:08, 123.62it/s]
    Epoch 1:  97%|█████████▋| 32603/33666 [16:45<00:32, 32.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7354/8416 [00:59<00:08, 123.62it/s]
    Epoch 1:  97%|█████████▋| 32604/33666 [16:45<00:32, 32.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7355/8416 [00:59<00:08, 123.62it/s]
    Epoch 1:  97%|█████████▋| 32605/33666 [16:45<00:32, 32.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7356/8416 [00:59<00:08, 123.62it/s]
    Epoch 1:  97%|█████████▋| 32606/33666 [16:45<00:32, 32.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7357/8416 [00:59<00:08, 123.62it/s]
    Epoch 1:  97%|█████████▋| 32607/33666 [16:45<00:32, 32.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7358/8416 [00:59<00:08, 123.62it/s]
    Epoch 1:  97%|█████████▋| 32608/33666 [16:45<00:32, 32.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7359/8416 [00:59<00:08, 123.62it/s]
    Epoch 1:  97%|█████████▋| 32609/33666 [16:45<00:32, 32.43it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7360/8416 [00:59<00:08, 123.62it/s]
    Epoch 1:  97%|█████████▋| 32610/33666 [16:45<00:32, 32.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7361/8416 [00:59<00:08, 123.62it/s]
    Epoch 1:  97%|█████████▋| 32611/33666 [16:45<00:32, 32.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7362/8416 [00:59<00:08, 123.62it/s]
    Epoch 1:  97%|█████████▋| 32612/33666 [16:45<00:32, 32.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7363/8416 [00:59<00:08, 123.62it/s]
    Epoch 1:  97%|█████████▋| 32613/33666 [16:45<00:32, 32.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7364/8416 [00:59<00:08, 123.62it/s]
    Epoch 1:  97%|█████████▋| 32614/33666 [16:45<00:32, 32.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7365/8416 [00:59<00:08, 123.62it/s]
    Epoch 1:  97%|█████████▋| 32615/33666 [16:45<00:32, 32.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7366/8416 [00:59<00:08, 123.62it/s]
    Epoch 1:  97%|█████████▋| 32616/33666 [16:45<00:32, 32.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7367/8416 [00:59<00:08, 123.62it/s]
    Epoch 1:  97%|█████████▋| 32617/33666 [16:45<00:32, 32.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7368/8416 [00:59<00:08, 123.62it/s]
    Epoch 1:  97%|█████████▋| 32618/33666 [16:45<00:32, 32.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7369/8416 [00:59<00:08, 123.62it/s]
    Epoch 1:  97%|█████████▋| 32619/33666 [16:45<00:32, 32.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7370/8416 [00:59<00:08, 123.62it/s]
    Epoch 1:  97%|█████████▋| 32620/33666 [16:45<00:32, 32.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7371/8416 [00:59<00:08, 123.62it/s]
    Epoch 1:  97%|█████████▋| 32621/33666 [16:45<00:32, 32.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7372/8416 [00:59<00:08, 123.62it/s]
    Epoch 1:  97%|█████████▋| 32622/33666 [16:45<00:32, 32.44it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7373/8416 [00:59<00:08, 123.62it/s]
    Epoch 1:  97%|█████████▋| 32623/33666 [16:45<00:32, 32.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7374/8416 [00:59<00:08, 123.62it/s]
    Epoch 1:  97%|█████████▋| 32624/33666 [16:45<00:32, 32.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7375/8416 [00:59<00:08, 123.62it/s]
    Epoch 1:  97%|█████████▋| 32625/33666 [16:45<00:32, 32.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7376/8416 [00:59<00:08, 123.63it/s]
    Epoch 1:  97%|█████████▋| 32626/33666 [16:45<00:32, 32.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7377/8416 [00:59<00:08, 123.63it/s]
    Epoch 1:  97%|█████████▋| 32627/33666 [16:45<00:32, 32.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7378/8416 [00:59<00:08, 123.63it/s]
    Epoch 1:  97%|█████████▋| 32628/33666 [16:45<00:31, 32.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7379/8416 [00:59<00:08, 123.63it/s]
    Epoch 1:  97%|█████████▋| 32629/33666 [16:45<00:31, 32.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7380/8416 [00:59<00:08, 123.63it/s]
    Epoch 1:  97%|█████████▋| 32630/33666 [16:45<00:31, 32.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7381/8416 [00:59<00:08, 123.63it/s]
    Epoch 1:  97%|█████████▋| 32631/33666 [16:45<00:31, 32.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7382/8416 [00:59<00:08, 123.63it/s]
    Epoch 1:  97%|█████████▋| 32632/33666 [16:45<00:31, 32.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7383/8416 [00:59<00:08, 123.63it/s]
    Epoch 1:  97%|█████████▋| 32633/33666 [16:45<00:31, 32.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7384/8416 [00:59<00:08, 123.63it/s]
    Epoch 1:  97%|█████████▋| 32634/33666 [16:45<00:31, 32.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7385/8416 [00:59<00:08, 123.63it/s]
    Epoch 1:  97%|█████████▋| 32635/33666 [16:45<00:31, 32.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7386/8416 [00:59<00:08, 123.63it/s]
    Epoch 1:  97%|█████████▋| 32636/33666 [16:45<00:31, 32.45it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7387/8416 [00:59<00:08, 123.63it/s]
    Epoch 1:  97%|█████████▋| 32637/33666 [16:45<00:31, 32.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7388/8416 [00:59<00:08, 123.63it/s]
    Epoch 1:  97%|█████████▋| 32638/33666 [16:45<00:31, 32.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7389/8416 [00:59<00:08, 123.63it/s]
    Epoch 1:  97%|█████████▋| 32639/33666 [16:45<00:31, 32.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7390/8416 [00:59<00:08, 123.63it/s]
    Epoch 1:  97%|█████████▋| 32640/33666 [16:45<00:31, 32.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7391/8416 [00:59<00:08, 123.63it/s]
    Epoch 1:  97%|█████████▋| 32641/33666 [16:45<00:31, 32.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7392/8416 [00:59<00:08, 123.63it/s]
    Epoch 1:  97%|█████████▋| 32642/33666 [16:45<00:31, 32.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7393/8416 [00:59<00:08, 123.63it/s]
    Epoch 1:  97%|█████████▋| 32643/33666 [16:45<00:31, 32.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7394/8416 [00:59<00:08, 123.63it/s]
    Epoch 1:  97%|█████████▋| 32644/33666 [16:45<00:31, 32.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7395/8416 [00:59<00:08, 123.63it/s]
    Epoch 1:  97%|█████████▋| 32645/33666 [16:45<00:31, 32.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7396/8416 [00:59<00:08, 123.64it/s]
    Epoch 1:  97%|█████████▋| 32646/33666 [16:45<00:31, 32.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7397/8416 [00:59<00:08, 123.64it/s]
    Epoch 1:  97%|█████████▋| 32647/33666 [16:45<00:31, 32.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7398/8416 [00:59<00:08, 123.64it/s]
    Epoch 1:  97%|█████████▋| 32648/33666 [16:45<00:31, 32.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7399/8416 [00:59<00:08, 123.64it/s]
    Epoch 1:  97%|█████████▋| 32649/33666 [16:45<00:31, 32.46it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7400/8416 [00:59<00:08, 123.64it/s]
    Epoch 1:  97%|█████████▋| 32650/33666 [16:45<00:31, 32.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7401/8416 [00:59<00:08, 123.64it/s]
    Epoch 1:  97%|█████████▋| 32651/33666 [16:45<00:31, 32.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7402/8416 [00:59<00:08, 123.64it/s]
    Epoch 1:  97%|█████████▋| 32652/33666 [16:45<00:31, 32.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7403/8416 [00:59<00:08, 123.64it/s]
    Epoch 1:  97%|█████████▋| 32653/33666 [16:45<00:31, 32.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7404/8416 [00:59<00:08, 123.64it/s]
    Epoch 1:  97%|█████████▋| 32654/33666 [16:45<00:31, 32.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7405/8416 [00:59<00:08, 123.64it/s]
    Epoch 1:  97%|█████████▋| 32655/33666 [16:45<00:31, 32.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7406/8416 [00:59<00:08, 123.64it/s]
    Epoch 1:  97%|█████████▋| 32656/33666 [16:45<00:31, 32.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7407/8416 [00:59<00:08, 123.64it/s]
    Epoch 1:  97%|█████████▋| 32657/33666 [16:45<00:31, 32.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7408/8416 [00:59<00:08, 123.64it/s]
    Epoch 1:  97%|█████████▋| 32658/33666 [16:45<00:31, 32.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7409/8416 [00:59<00:08, 123.64it/s]
    Epoch 1:  97%|█████████▋| 32659/33666 [16:45<00:31, 32.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7410/8416 [00:59<00:08, 123.64it/s]
    Epoch 1:  97%|█████████▋| 32660/33666 [16:45<00:30, 32.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7411/8416 [00:59<00:08, 123.64it/s]
    Epoch 1:  97%|█████████▋| 32661/33666 [16:45<00:30, 32.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7412/8416 [00:59<00:08, 123.64it/s]
    Epoch 1:  97%|█████████▋| 32662/33666 [16:45<00:30, 32.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7413/8416 [00:59<00:08, 123.64it/s]
    Epoch 1:  97%|█████████▋| 32663/33666 [16:45<00:30, 32.47it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7414/8416 [00:59<00:08, 123.64it/s]
    Epoch 1:  97%|█████████▋| 32664/33666 [16:45<00:30, 32.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7415/8416 [00:59<00:08, 123.64it/s]
    Epoch 1:  97%|█████████▋| 32665/33666 [16:45<00:30, 32.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7416/8416 [00:59<00:08, 123.65it/s]
    Epoch 1:  97%|█████████▋| 32666/33666 [16:45<00:30, 32.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7417/8416 [00:59<00:08, 123.65it/s]
    Epoch 1:  97%|█████████▋| 32667/33666 [16:45<00:30, 32.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7418/8416 [00:59<00:08, 123.65it/s]
    Epoch 1:  97%|█████████▋| 32668/33666 [16:45<00:30, 32.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7419/8416 [01:00<00:08, 123.65it/s]
    Epoch 1:  97%|█████████▋| 32669/33666 [16:45<00:30, 32.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7420/8416 [01:00<00:08, 123.65it/s]
    Epoch 1:  97%|█████████▋| 32670/33666 [16:45<00:30, 32.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7421/8416 [01:00<00:08, 123.65it/s]
    Epoch 1:  97%|█████████▋| 32671/33666 [16:45<00:30, 32.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7422/8416 [01:00<00:08, 123.65it/s]
    Epoch 1:  97%|█████████▋| 32672/33666 [16:45<00:30, 32.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7423/8416 [01:00<00:08, 123.65it/s]
    Epoch 1:  97%|█████████▋| 32673/33666 [16:45<00:30, 32.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7424/8416 [01:00<00:08, 123.65it/s]
    Epoch 1:  97%|█████████▋| 32674/33666 [16:45<00:30, 32.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7425/8416 [01:00<00:08, 123.65it/s]
    Epoch 1:  97%|█████████▋| 32675/33666 [16:45<00:30, 32.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7426/8416 [01:00<00:08, 123.65it/s]
    Epoch 1:  97%|█████████▋| 32676/33666 [16:45<00:30, 32.48it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7427/8416 [01:00<00:07, 123.65it/s]
    Epoch 1:  97%|█████████▋| 32677/33666 [16:45<00:30, 32.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7428/8416 [01:00<00:07, 123.65it/s]
    Epoch 1:  97%|█████████▋| 32678/33666 [16:45<00:30, 32.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7429/8416 [01:00<00:07, 123.65it/s]
    Epoch 1:  97%|█████████▋| 32679/33666 [16:45<00:30, 32.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7430/8416 [01:00<00:07, 123.65it/s]
    Epoch 1:  97%|█████████▋| 32680/33666 [16:45<00:30, 32.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7431/8416 [01:00<00:07, 123.65it/s]
    Epoch 1:  97%|█████████▋| 32681/33666 [16:45<00:30, 32.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7432/8416 [01:00<00:07, 123.65it/s]
    Epoch 1:  97%|█████████▋| 32682/33666 [16:45<00:30, 32.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7433/8416 [01:00<00:07, 123.65it/s]
    Epoch 1:  97%|█████████▋| 32683/33666 [16:45<00:30, 32.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7434/8416 [01:00<00:07, 123.65it/s]
    Epoch 1:  97%|█████████▋| 32684/33666 [16:45<00:30, 32.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7435/8416 [01:00<00:07, 123.65it/s]
    Epoch 1:  97%|█████████▋| 32685/33666 [16:45<00:30, 32.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7436/8416 [01:00<00:07, 123.65it/s]
    Epoch 1:  97%|█████████▋| 32686/33666 [16:45<00:30, 32.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7437/8416 [01:00<00:07, 123.65it/s]
    Epoch 1:  97%|█████████▋| 32687/33666 [16:45<00:30, 32.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7438/8416 [01:00<00:07, 123.65it/s]
    Epoch 1:  97%|█████████▋| 32688/33666 [16:45<00:30, 32.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7439/8416 [01:00<00:07, 123.65it/s]
    Epoch 1:  97%|█████████▋| 32689/33666 [16:45<00:30, 32.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7440/8416 [01:00<00:07, 123.66it/s]
    Epoch 1:  97%|█████████▋| 32690/33666 [16:46<00:30, 32.49it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7441/8416 [01:00<00:07, 123.66it/s]
    Epoch 1:  97%|█████████▋| 32691/33666 [16:46<00:30, 32.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7442/8416 [01:00<00:07, 123.66it/s]
    Epoch 1:  97%|█████████▋| 32692/33666 [16:46<00:29, 32.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7443/8416 [01:00<00:07, 123.66it/s]
    Epoch 1:  97%|█████████▋| 32693/33666 [16:46<00:29, 32.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7444/8416 [01:00<00:07, 123.66it/s]
    Epoch 1:  97%|█████████▋| 32694/33666 [16:46<00:29, 32.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7445/8416 [01:00<00:07, 123.66it/s]
    Epoch 1:  97%|█████████▋| 32695/33666 [16:46<00:29, 32.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7446/8416 [01:00<00:07, 123.66it/s]
    Epoch 1:  97%|█████████▋| 32696/33666 [16:46<00:29, 32.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7447/8416 [01:00<00:07, 123.66it/s]
    Epoch 1:  97%|█████████▋| 32697/33666 [16:46<00:29, 32.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7448/8416 [01:00<00:07, 123.66it/s]
    Epoch 1:  97%|█████████▋| 32698/33666 [16:46<00:29, 32.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▊ | 7449/8416 [01:00<00:07, 123.66it/s]
    Epoch 1:  97%|█████████▋| 32699/33666 [16:46<00:29, 32.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▊ | 7450/8416 [01:00<00:07, 123.66it/s]
    Epoch 1:  97%|█████████▋| 32700/33666 [16:46<00:29, 32.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▊ | 7451/8416 [01:00<00:07, 123.66it/s]
    Epoch 1:  97%|█████████▋| 32701/33666 [16:46<00:29, 32.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▊ | 7452/8416 [01:00<00:07, 123.66it/s]
    Epoch 1:  97%|█████████▋| 32702/33666 [16:46<00:29, 32.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▊ | 7453/8416 [01:00<00:07, 123.66it/s]
    Epoch 1:  97%|█████████▋| 32703/33666 [16:46<00:29, 32.50it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▊ | 7454/8416 [01:00<00:07, 123.66it/s]
    Epoch 1:  97%|█████████▋| 32704/33666 [16:46<00:29, 32.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▊ | 7455/8416 [01:00<00:07, 123.66it/s]
    Epoch 1:  97%|█████████▋| 32705/33666 [16:46<00:29, 32.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▊ | 7456/8416 [01:00<00:07, 123.66it/s]
    Epoch 1:  97%|█████████▋| 32706/33666 [16:46<00:29, 32.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▊ | 7457/8416 [01:00<00:07, 123.66it/s]
    Epoch 1:  97%|█████████▋| 32707/33666 [16:46<00:29, 32.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▊ | 7458/8416 [01:00<00:07, 123.67it/s]
    Epoch 1:  97%|█████████▋| 32708/33666 [16:46<00:29, 32.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▊ | 7459/8416 [01:00<00:07, 123.67it/s]
    Epoch 1:  97%|█████████▋| 32709/33666 [16:46<00:29, 32.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▊ | 7460/8416 [01:00<00:07, 123.67it/s]
    Epoch 1:  97%|█████████▋| 32710/33666 [16:46<00:29, 32.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▊ | 7461/8416 [01:00<00:07, 123.67it/s]
    Epoch 1:  97%|█████████▋| 32711/33666 [16:46<00:29, 32.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▊ | 7462/8416 [01:00<00:07, 123.67it/s]
    Epoch 1:  97%|█████████▋| 32712/33666 [16:46<00:29, 32.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▊ | 7463/8416 [01:00<00:07, 123.67it/s]
    Epoch 1:  97%|█████████▋| 32713/33666 [16:46<00:29, 32.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▊ | 7464/8416 [01:00<00:07, 123.67it/s]
    Epoch 1:  97%|█████████▋| 32714/33666 [16:46<00:29, 32.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▊ | 7465/8416 [01:00<00:07, 123.67it/s]
    Epoch 1:  97%|█████████▋| 32715/33666 [16:46<00:29, 32.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▊ | 7466/8416 [01:00<00:07, 123.67it/s]
    Epoch 1:  97%|█████████▋| 32716/33666 [16:46<00:29, 32.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▊ | 7467/8416 [01:00<00:07, 123.67it/s]
    Epoch 1:  97%|█████████▋| 32717/33666 [16:46<00:29, 32.51it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▊ | 7468/8416 [01:00<00:07, 123.67it/s]
    Epoch 1:  97%|█████████▋| 32718/33666 [16:46<00:29, 32.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▊ | 7469/8416 [01:00<00:07, 123.67it/s]
    Epoch 1:  97%|█████████▋| 32719/33666 [16:46<00:29, 32.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7470/8416 [01:00<00:07, 123.67it/s]
    Epoch 1:  97%|█████████▋| 32720/33666 [16:46<00:29, 32.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7471/8416 [01:00<00:07, 123.67it/s]
    Epoch 1:  97%|█████████▋| 32721/33666 [16:46<00:29, 32.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7472/8416 [01:00<00:07, 123.67it/s]
    Epoch 1:  97%|█████████▋| 32722/33666 [16:46<00:29, 32.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7473/8416 [01:00<00:07, 123.67it/s]
    Epoch 1:  97%|█████████▋| 32723/33666 [16:46<00:28, 32.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7474/8416 [01:00<00:07, 123.67it/s]
    Epoch 1:  97%|█████████▋| 32724/33666 [16:46<00:28, 32.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7475/8416 [01:00<00:07, 123.67it/s]
    Epoch 1:  97%|█████████▋| 32725/33666 [16:46<00:28, 32.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7476/8416 [01:00<00:07, 123.67it/s]
    Epoch 1:  97%|█████████▋| 32726/33666 [16:46<00:28, 32.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7477/8416 [01:00<00:07, 123.68it/s]
    Epoch 1:  97%|█████████▋| 32727/33666 [16:46<00:28, 32.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7478/8416 [01:00<00:07, 123.68it/s]
    Epoch 1:  97%|█████████▋| 32728/33666 [16:46<00:28, 32.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7479/8416 [01:00<00:07, 123.68it/s]
    Epoch 1:  97%|█████████▋| 32729/33666 [16:46<00:28, 32.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7480/8416 [01:00<00:07, 123.68it/s]
    Epoch 1:  97%|█████████▋| 32730/33666 [16:46<00:28, 32.52it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7481/8416 [01:00<00:07, 123.68it/s]
    Epoch 1:  97%|█████████▋| 32731/33666 [16:46<00:28, 32.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7482/8416 [01:00<00:07, 123.68it/s]
    Epoch 1:  97%|█████████▋| 32732/33666 [16:46<00:28, 32.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7483/8416 [01:00<00:07, 123.68it/s]
    Epoch 1:  97%|█████████▋| 32733/33666 [16:46<00:28, 32.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7484/8416 [01:00<00:07, 123.68it/s]
    Epoch 1:  97%|█████████▋| 32734/33666 [16:46<00:28, 32.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7485/8416 [01:00<00:07, 123.68it/s]
    Epoch 1:  97%|█████████▋| 32735/33666 [16:46<00:28, 32.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7486/8416 [01:00<00:07, 123.68it/s]
    Epoch 1:  97%|█████████▋| 32736/33666 [16:46<00:28, 32.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7487/8416 [01:00<00:07, 123.68it/s]
    Epoch 1:  97%|█████████▋| 32737/33666 [16:46<00:28, 32.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7488/8416 [01:00<00:07, 123.68it/s]
    Epoch 1:  97%|█████████▋| 32738/33666 [16:46<00:28, 32.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7489/8416 [01:00<00:07, 123.68it/s]
    Epoch 1:  97%|█████████▋| 32739/33666 [16:46<00:28, 32.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7490/8416 [01:00<00:07, 123.68it/s]
    Epoch 1:  97%|█████████▋| 32740/33666 [16:46<00:28, 32.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7491/8416 [01:00<00:07, 123.68it/s]
    Epoch 1:  97%|█████████▋| 32741/33666 [16:46<00:28, 32.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7492/8416 [01:00<00:07, 123.68it/s]
    Epoch 1:  97%|█████████▋| 32742/33666 [16:46<00:28, 32.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7493/8416 [01:00<00:07, 123.68it/s]
    Epoch 1:  97%|█████████▋| 32743/33666 [16:46<00:28, 32.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7494/8416 [01:00<00:07, 123.68it/s]
    Epoch 1:  97%|█████████▋| 32744/33666 [16:46<00:28, 32.53it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7495/8416 [01:00<00:07, 123.68it/s]
    Epoch 1:  97%|█████████▋| 32745/33666 [16:46<00:28, 32.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7496/8416 [01:00<00:07, 123.68it/s]
    Epoch 1:  97%|█████████▋| 32746/33666 [16:46<00:28, 32.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7497/8416 [01:00<00:07, 123.68it/s]
    Epoch 1:  97%|█████████▋| 32747/33666 [16:46<00:28, 32.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7498/8416 [01:00<00:07, 123.68it/s]
    Epoch 1:  97%|█████████▋| 32748/33666 [16:46<00:28, 32.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7499/8416 [01:00<00:07, 123.69it/s]
    Epoch 1:  97%|█████████▋| 32749/33666 [16:46<00:28, 32.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7500/8416 [01:00<00:07, 123.69it/s]
    Epoch 1:  97%|█████████▋| 32750/33666 [16:46<00:28, 32.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7501/8416 [01:00<00:07, 123.69it/s]
    Epoch 1:  97%|█████████▋| 32751/33666 [16:46<00:28, 32.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7502/8416 [01:00<00:07, 123.69it/s]
    Epoch 1:  97%|█████████▋| 32752/33666 [16:46<00:28, 32.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7503/8416 [01:00<00:07, 123.69it/s]
    Epoch 1:  97%|█████████▋| 32753/33666 [16:46<00:28, 32.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7504/8416 [01:00<00:07, 123.69it/s]
    Epoch 1:  97%|█████████▋| 32754/33666 [16:46<00:28, 32.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7505/8416 [01:00<00:07, 123.69it/s]
    Epoch 1:  97%|█████████▋| 32755/33666 [16:46<00:27, 32.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7506/8416 [01:00<00:07, 123.69it/s]
    Epoch 1:  97%|█████████▋| 32756/33666 [16:46<00:27, 32.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7507/8416 [01:00<00:07, 123.69it/s]
    Epoch 1:  97%|█████████▋| 32757/33666 [16:46<00:27, 32.54it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7508/8416 [01:00<00:07, 123.69it/s]
    Epoch 1:  97%|█████████▋| 32758/33666 [16:46<00:27, 32.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7509/8416 [01:00<00:07, 123.69it/s]
    Epoch 1:  97%|█████████▋| 32759/33666 [16:46<00:27, 32.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7510/8416 [01:00<00:07, 123.69it/s]
    Epoch 1:  97%|█████████▋| 32760/33666 [16:46<00:27, 32.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7511/8416 [01:00<00:07, 123.69it/s]
    Epoch 1:  97%|█████████▋| 32761/33666 [16:46<00:27, 32.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7512/8416 [01:00<00:07, 123.69it/s]
    Epoch 1:  97%|█████████▋| 32762/33666 [16:46<00:27, 32.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7513/8416 [01:00<00:07, 123.69it/s]
    Epoch 1:  97%|█████████▋| 32763/33666 [16:46<00:27, 32.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7514/8416 [01:00<00:07, 123.69it/s]
    Epoch 1:  97%|█████████▋| 32764/33666 [16:46<00:27, 32.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7515/8416 [01:00<00:07, 123.69it/s]
    Epoch 1:  97%|█████████▋| 32765/33666 [16:46<00:27, 32.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7516/8416 [01:00<00:07, 123.70it/s]
    Epoch 1:  97%|█████████▋| 32766/33666 [16:46<00:27, 32.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7517/8416 [01:00<00:07, 123.70it/s]
    Epoch 1:  97%|█████████▋| 32767/33666 [16:46<00:27, 32.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7518/8416 [01:00<00:07, 123.70it/s]
    Epoch 1:  97%|█████████▋| 32768/33666 [16:46<00:27, 32.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7519/8416 [01:00<00:07, 123.70it/s]
    Epoch 1:  97%|█████████▋| 32769/33666 [16:46<00:27, 32.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7520/8416 [01:00<00:07, 123.70it/s]
    Epoch 1:  97%|█████████▋| 32770/33666 [16:46<00:27, 32.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7521/8416 [01:00<00:07, 123.70it/s]
    Epoch 1:  97%|█████████▋| 32771/33666 [16:46<00:27, 32.55it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7522/8416 [01:00<00:07, 123.70it/s]
    Epoch 1:  97%|█████████▋| 32772/33666 [16:46<00:27, 32.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7523/8416 [01:00<00:07, 123.70it/s]
    Epoch 1:  97%|█████████▋| 32773/33666 [16:46<00:27, 32.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7524/8416 [01:00<00:07, 123.70it/s]
    Epoch 1:  97%|█████████▋| 32774/33666 [16:46<00:27, 32.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7525/8416 [01:00<00:07, 123.70it/s]
    Epoch 1:  97%|█████████▋| 32775/33666 [16:46<00:27, 32.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7526/8416 [01:00<00:07, 123.70it/s]
    Epoch 1:  97%|█████████▋| 32776/33666 [16:46<00:27, 32.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7527/8416 [01:00<00:07, 123.70it/s]
    Epoch 1:  97%|█████████▋| 32777/33666 [16:46<00:27, 32.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7528/8416 [01:00<00:07, 123.70it/s]
    Epoch 1:  97%|█████████▋| 32778/33666 [16:46<00:27, 32.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7529/8416 [01:00<00:07, 123.70it/s]
    Epoch 1:  97%|█████████▋| 32779/33666 [16:46<00:27, 32.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7530/8416 [01:00<00:07, 123.70it/s]
    Epoch 1:  97%|█████████▋| 32780/33666 [16:46<00:27, 32.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7531/8416 [01:00<00:07, 123.70it/s]
    Epoch 1:  97%|█████████▋| 32781/33666 [16:46<00:27, 32.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7532/8416 [01:00<00:07, 123.70it/s]
    Epoch 1:  97%|█████████▋| 32782/33666 [16:46<00:27, 32.56it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  90%|████████▉ | 7533/8416 [01:00<00:07, 123.70it/s]
    Epoch 1:  97%|█████████▋| 32783/33666 [16:46<00:27, 32.56it/s, loss=3.71, v_num=0]

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    Epoch 1:  98%|█████████▊| 32830/33666 [16:47<00:25, 32.60it/s, loss=3.71, v_num=0]

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    Epoch 1:  98%|█████████▊| 32873/33666 [16:47<00:24, 32.63it/s, loss=3.71, v_num=0]

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    Epoch 1:  98%|█████████▊| 32874/33666 [16:47<00:24, 32.63it/s, loss=3.71, v_num=0]

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    Epoch 1:  98%|█████████▊| 32880/33666 [16:47<00:24, 32.64it/s, loss=3.71, v_num=0]

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    Epoch 1:  98%|█████████▊| 32892/33666 [16:47<00:23, 32.64it/s, loss=3.71, v_num=0]

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    Epoch 1:  98%|█████████▊| 32898/33666 [16:47<00:23, 32.65it/s, loss=3.71, v_num=0]

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    Epoch 1:  98%|█████████▊| 32899/33666 [16:47<00:23, 32.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  91%|█████████ | 7650/8416 [01:01<00:06, 123.74it/s]
    Epoch 1:  98%|█████████▊| 32900/33666 [16:47<00:23, 32.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  91%|█████████ | 7651/8416 [01:01<00:06, 123.74it/s]
    Epoch 1:  98%|█████████▊| 32901/33666 [16:47<00:23, 32.65it/s, loss=3.71, v_num=0]

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    Epoch 1:  98%|█████████▊| 32902/33666 [16:47<00:23, 32.65it/s, loss=3.71, v_num=0]

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    Epoch 1:  98%|█████████▊| 32903/33666 [16:47<00:23, 32.65it/s, loss=3.71, v_num=0]

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    Epoch 1:  98%|█████████▊| 32904/33666 [16:47<00:23, 32.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  91%|█████████ | 7655/8416 [01:01<00:06, 123.74it/s]
    Epoch 1:  98%|█████████▊| 32905/33666 [16:47<00:23, 32.65it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  91%|█████████ | 7656/8416 [01:01<00:06, 123.75it/s]
    Epoch 1:  98%|█████████▊| 32906/33666 [16:47<00:23, 32.65it/s, loss=3.71, v_num=0]

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    Epoch 1:  98%|█████████▊| 32907/33666 [16:47<00:23, 32.66it/s, loss=3.71, v_num=0]

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    Epoch 1:  98%|█████████▊| 32908/33666 [16:47<00:23, 32.66it/s, loss=3.71, v_num=0]

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    Epoch 1:  98%|█████████▊| 32909/33666 [16:47<00:23, 32.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  91%|█████████ | 7660/8416 [01:01<00:06, 123.75it/s]
    Epoch 1:  98%|█████████▊| 32910/33666 [16:47<00:23, 32.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  91%|█████████ | 7661/8416 [01:01<00:06, 123.75it/s]
    Epoch 1:  98%|█████████▊| 32911/33666 [16:47<00:23, 32.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  91%|█████████ | 7662/8416 [01:01<00:06, 123.75it/s]
    Epoch 1:  98%|█████████▊| 32912/33666 [16:47<00:23, 32.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  91%|█████████ | 7663/8416 [01:01<00:06, 123.75it/s]
    Epoch 1:  98%|█████████▊| 32913/33666 [16:47<00:23, 32.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  91%|█████████ | 7664/8416 [01:01<00:06, 123.75it/s]
    Epoch 1:  98%|█████████▊| 32914/33666 [16:47<00:23, 32.66it/s, loss=3.71, v_num=0]

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    Epoch 1:  98%|█████████▊| 32915/33666 [16:47<00:22, 32.66it/s, loss=3.71, v_num=0]

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    Epoch 1:  98%|█████████▊| 32916/33666 [16:47<00:22, 32.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  91%|█████████ | 7667/8416 [01:01<00:06, 123.75it/s]
    Epoch 1:  98%|█████████▊| 32917/33666 [16:47<00:22, 32.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  91%|█████████ | 7668/8416 [01:01<00:06, 123.75it/s]
    Epoch 1:  98%|█████████▊| 32918/33666 [16:47<00:22, 32.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  91%|█████████ | 7669/8416 [01:01<00:06, 123.75it/s]
    Epoch 1:  98%|█████████▊| 32919/33666 [16:47<00:22, 32.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  91%|█████████ | 7670/8416 [01:01<00:06, 123.75it/s]
    Epoch 1:  98%|█████████▊| 32920/33666 [16:47<00:22, 32.66it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  91%|█████████ | 7671/8416 [01:01<00:06, 123.75it/s]
    Epoch 1:  98%|█████████▊| 32921/33666 [16:47<00:22, 32.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  91%|█████████ | 7672/8416 [01:01<00:06, 123.75it/s]
    Epoch 1:  98%|█████████▊| 32922/33666 [16:47<00:22, 32.67it/s, loss=3.71, v_num=0]

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    Epoch 1:  98%|█████████▊| 32923/33666 [16:47<00:22, 32.67it/s, loss=3.71, v_num=0]

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    Epoch 1:  98%|█████████▊| 32924/33666 [16:47<00:22, 32.67it/s, loss=3.71, v_num=0]

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    Epoch 1:  98%|█████████▊| 32925/33666 [16:47<00:22, 32.67it/s, loss=3.71, v_num=0]

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    Epoch 1:  98%|█████████▊| 32929/33666 [16:47<00:22, 32.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  91%|█████████▏| 7680/8416 [01:02<00:05, 123.76it/s]
    Epoch 1:  98%|█████████▊| 32930/33666 [16:47<00:22, 32.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  91%|█████████▏| 7681/8416 [01:02<00:05, 123.76it/s]
    Epoch 1:  98%|█████████▊| 32931/33666 [16:47<00:22, 32.67it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  91%|█████████▏| 7682/8416 [01:02<00:05, 123.76it/s]
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    Validation DataLoader 0:  91%|█████████▏| 7683/8416 [01:02<00:05, 123.76it/s]
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    Validation DataLoader 0:  91%|█████████▏| 7684/8416 [01:02<00:05, 123.76it/s]
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    Validation DataLoader 0:  91%|█████████▏| 7685/8416 [01:02<00:05, 123.76it/s]
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    Validation DataLoader 0:  91%|█████████▏| 7686/8416 [01:02<00:05, 123.76it/s]
    Epoch 1:  98%|█████████▊| 32936/33666 [16:47<00:22, 32.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  91%|█████████▏| 7687/8416 [01:02<00:05, 123.76it/s]
    Epoch 1:  98%|█████████▊| 32937/33666 [16:47<00:22, 32.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  91%|█████████▏| 7688/8416 [01:02<00:05, 123.76it/s]
    Epoch 1:  98%|█████████▊| 32938/33666 [16:47<00:22, 32.68it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  91%|█████████▏| 7689/8416 [01:02<00:05, 123.76it/s]
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    Validation DataLoader 0:  91%|█████████▏| 7690/8416 [01:02<00:05, 123.76it/s]
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    Validation DataLoader 0:  91%|█████████▏| 7691/8416 [01:02<00:05, 123.76it/s]
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    Validation DataLoader 0:  91%|█████████▏| 7692/8416 [01:02<00:05, 123.76it/s]
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    Validation DataLoader 0:  92%|█████████▏| 7703/8416 [01:02<00:05, 123.77it/s]
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    Validation DataLoader 0:  92%|█████████▏| 7711/8416 [01:02<00:05, 123.77it/s]
    Epoch 1:  98%|█████████▊| 32961/33666 [16:48<00:21, 32.69it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7712/8416 [01:02<00:05, 123.77it/s]
    Epoch 1:  98%|█████████▊| 32962/33666 [16:48<00:21, 32.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7713/8416 [01:02<00:05, 123.77it/s]
    Epoch 1:  98%|█████████▊| 32963/33666 [16:48<00:21, 32.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7714/8416 [01:02<00:05, 123.77it/s]
    Epoch 1:  98%|█████████▊| 32964/33666 [16:48<00:21, 32.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7715/8416 [01:02<00:05, 123.77it/s]
    Epoch 1:  98%|█████████▊| 32965/33666 [16:48<00:21, 32.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7716/8416 [01:02<00:05, 123.76it/s]
    Epoch 1:  98%|█████████▊| 32966/33666 [16:48<00:21, 32.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7717/8416 [01:02<00:05, 123.76it/s]
    Epoch 1:  98%|█████████▊| 32967/33666 [16:48<00:21, 32.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7718/8416 [01:02<00:05, 123.76it/s]
    Epoch 1:  98%|█████████▊| 32968/33666 [16:48<00:21, 32.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7719/8416 [01:02<00:05, 123.76it/s]
    Epoch 1:  98%|█████████▊| 32969/33666 [16:48<00:21, 32.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7720/8416 [01:02<00:05, 123.76it/s]
    Epoch 1:  98%|█████████▊| 32970/33666 [16:48<00:21, 32.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7721/8416 [01:02<00:05, 123.76it/s]
    Epoch 1:  98%|█████████▊| 32971/33666 [16:48<00:21, 32.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7722/8416 [01:02<00:05, 123.76it/s]
    Epoch 1:  98%|█████████▊| 32972/33666 [16:48<00:21, 32.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7723/8416 [01:02<00:05, 123.76it/s]
    Epoch 1:  98%|█████████▊| 32973/33666 [16:48<00:21, 32.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7724/8416 [01:02<00:05, 123.76it/s]
    Epoch 1:  98%|█████████▊| 32974/33666 [16:48<00:21, 32.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7725/8416 [01:02<00:05, 123.76it/s]
    Epoch 1:  98%|█████████▊| 32975/33666 [16:48<00:21, 32.70it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7726/8416 [01:02<00:05, 123.76it/s]
    Epoch 1:  98%|█████████▊| 32976/33666 [16:48<00:21, 32.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7727/8416 [01:02<00:05, 123.76it/s]
    Epoch 1:  98%|█████████▊| 32977/33666 [16:48<00:21, 32.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7728/8416 [01:02<00:05, 123.75it/s]
    Epoch 1:  98%|█████████▊| 32978/33666 [16:48<00:21, 32.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7729/8416 [01:02<00:05, 123.75it/s]
    Epoch 1:  98%|█████████▊| 32979/33666 [16:48<00:21, 32.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7730/8416 [01:02<00:05, 123.75it/s]
    Epoch 1:  98%|█████████▊| 32980/33666 [16:48<00:20, 32.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7731/8416 [01:02<00:05, 123.76it/s]
    Epoch 1:  98%|█████████▊| 32981/33666 [16:48<00:20, 32.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7732/8416 [01:02<00:05, 123.76it/s]
    Epoch 1:  98%|█████████▊| 32982/33666 [16:48<00:20, 32.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7733/8416 [01:02<00:05, 123.75it/s]
    Epoch 1:  98%|█████████▊| 32983/33666 [16:48<00:20, 32.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7734/8416 [01:02<00:05, 123.75it/s]
    Epoch 1:  98%|█████████▊| 32984/33666 [16:48<00:20, 32.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7735/8416 [01:02<00:05, 123.75it/s]
    Epoch 1:  98%|█████████▊| 32985/33666 [16:48<00:20, 32.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7736/8416 [01:02<00:05, 123.75it/s]
    Epoch 1:  98%|█████████▊| 32986/33666 [16:48<00:20, 32.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7737/8416 [01:02<00:05, 123.75it/s]
    Epoch 1:  98%|█████████▊| 32987/33666 [16:48<00:20, 32.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7738/8416 [01:02<00:05, 123.75it/s]
    Epoch 1:  98%|█████████▊| 32988/33666 [16:48<00:20, 32.71it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7739/8416 [01:02<00:05, 123.75it/s]
    Epoch 1:  98%|█████████▊| 32989/33666 [16:48<00:20, 32.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7740/8416 [01:02<00:05, 123.75it/s]
    Epoch 1:  98%|█████████▊| 32990/33666 [16:48<00:20, 32.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7741/8416 [01:02<00:05, 123.75it/s]
    Epoch 1:  98%|█████████▊| 32991/33666 [16:48<00:20, 32.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7742/8416 [01:02<00:05, 123.75it/s]
    Epoch 1:  98%|█████████▊| 32992/33666 [16:48<00:20, 32.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7743/8416 [01:02<00:05, 123.75it/s]
    Epoch 1:  98%|█████████▊| 32993/33666 [16:48<00:20, 32.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7744/8416 [01:02<00:05, 123.75it/s]
    Epoch 1:  98%|█████████▊| 32994/33666 [16:48<00:20, 32.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7745/8416 [01:02<00:05, 123.75it/s]
    Epoch 1:  98%|█████████▊| 32995/33666 [16:48<00:20, 32.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7746/8416 [01:02<00:05, 123.75it/s]
    Epoch 1:  98%|█████████▊| 32996/33666 [16:48<00:20, 32.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7747/8416 [01:02<00:05, 123.75it/s]
    Epoch 1:  98%|█████████▊| 32997/33666 [16:48<00:20, 32.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7748/8416 [01:02<00:05, 123.75it/s]
    Epoch 1:  98%|█████████▊| 32998/33666 [16:48<00:20, 32.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7749/8416 [01:02<00:05, 123.75it/s]
    Epoch 1:  98%|█████████▊| 32999/33666 [16:48<00:20, 32.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7750/8416 [01:02<00:05, 123.75it/s]
    Epoch 1:  98%|█████████▊| 33000/33666 [16:48<00:20, 32.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7751/8416 [01:02<00:05, 123.75it/s]
    Epoch 1:  98%|█████████▊| 33001/33666 [16:48<00:20, 32.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7752/8416 [01:02<00:05, 123.75it/s]
    Epoch 1:  98%|█████████▊| 33002/33666 [16:48<00:20, 32.72it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7753/8416 [01:02<00:05, 123.75it/s]
    Epoch 1:  98%|█████████▊| 33003/33666 [16:48<00:20, 32.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7754/8416 [01:02<00:05, 123.75it/s]
    Epoch 1:  98%|█████████▊| 33004/33666 [16:48<00:20, 32.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7755/8416 [01:02<00:05, 123.75it/s]
    Epoch 1:  98%|█████████▊| 33005/33666 [16:48<00:20, 32.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7756/8416 [01:02<00:05, 123.75it/s]
    Epoch 1:  98%|█████████▊| 33006/33666 [16:48<00:20, 32.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7757/8416 [01:02<00:05, 123.75it/s]
    Epoch 1:  98%|█████████▊| 33007/33666 [16:48<00:20, 32.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7758/8416 [01:02<00:05, 123.75it/s]
    Epoch 1:  98%|█████████▊| 33008/33666 [16:48<00:20, 32.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7759/8416 [01:02<00:05, 123.75it/s]
    Epoch 1:  98%|█████████▊| 33009/33666 [16:48<00:20, 32.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7760/8416 [01:02<00:05, 123.74it/s]
    Epoch 1:  98%|█████████▊| 33010/33666 [16:48<00:20, 32.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7761/8416 [01:02<00:05, 123.74it/s]
    Epoch 1:  98%|█████████▊| 33011/33666 [16:48<00:20, 32.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7762/8416 [01:02<00:05, 123.74it/s]
    Epoch 1:  98%|█████████▊| 33012/33666 [16:48<00:19, 32.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7763/8416 [01:02<00:05, 123.74it/s]
    Epoch 1:  98%|█████████▊| 33013/33666 [16:48<00:19, 32.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7764/8416 [01:02<00:05, 123.74it/s]
    Epoch 1:  98%|█████████▊| 33014/33666 [16:48<00:19, 32.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7765/8416 [01:02<00:05, 123.74it/s]
    Epoch 1:  98%|█████████▊| 33015/33666 [16:48<00:19, 32.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7766/8416 [01:02<00:05, 123.74it/s]
    Epoch 1:  98%|█████████▊| 33016/33666 [16:48<00:19, 32.73it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7767/8416 [01:02<00:05, 123.74it/s]
    Epoch 1:  98%|█████████▊| 33017/33666 [16:48<00:19, 32.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7768/8416 [01:02<00:05, 123.74it/s]
    Epoch 1:  98%|█████████▊| 33018/33666 [16:48<00:19, 32.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7769/8416 [01:02<00:05, 123.74it/s]
    Epoch 1:  98%|█████████▊| 33019/33666 [16:48<00:19, 32.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7770/8416 [01:02<00:05, 123.74it/s]
    Epoch 1:  98%|█████████▊| 33020/33666 [16:48<00:19, 32.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7771/8416 [01:02<00:05, 123.74it/s]
    Epoch 1:  98%|█████████▊| 33021/33666 [16:48<00:19, 32.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7772/8416 [01:02<00:05, 123.74it/s]
    Epoch 1:  98%|█████████▊| 33022/33666 [16:48<00:19, 32.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7773/8416 [01:02<00:05, 123.74it/s]
    Epoch 1:  98%|█████████▊| 33023/33666 [16:48<00:19, 32.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7774/8416 [01:02<00:05, 123.74it/s]
    Epoch 1:  98%|█████████▊| 33024/33666 [16:48<00:19, 32.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7775/8416 [01:02<00:05, 123.74it/s]
    Epoch 1:  98%|█████████▊| 33025/33666 [16:48<00:19, 32.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7776/8416 [01:02<00:05, 123.73it/s]
    Epoch 1:  98%|█████████▊| 33026/33666 [16:48<00:19, 32.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7777/8416 [01:02<00:05, 123.73it/s]
    Epoch 1:  98%|█████████▊| 33027/33666 [16:48<00:19, 32.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7778/8416 [01:02<00:05, 123.73it/s]
    Epoch 1:  98%|█████████▊| 33028/33666 [16:48<00:19, 32.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7779/8416 [01:02<00:05, 123.73it/s]
    Epoch 1:  98%|█████████▊| 33029/33666 [16:48<00:19, 32.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7780/8416 [01:02<00:05, 123.73it/s]
    Epoch 1:  98%|█████████▊| 33030/33666 [16:48<00:19, 32.74it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7781/8416 [01:02<00:05, 123.73it/s]
    Epoch 1:  98%|█████████▊| 33031/33666 [16:48<00:19, 32.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7782/8416 [01:02<00:05, 123.73it/s]
    Epoch 1:  98%|█████████▊| 33032/33666 [16:48<00:19, 32.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7783/8416 [01:02<00:05, 123.73it/s]
    Epoch 1:  98%|█████████▊| 33033/33666 [16:48<00:19, 32.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7784/8416 [01:02<00:05, 123.73it/s]
    Epoch 1:  98%|█████████▊| 33034/33666 [16:48<00:19, 32.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7785/8416 [01:02<00:05, 123.73it/s]
    Epoch 1:  98%|█████████▊| 33035/33666 [16:48<00:19, 32.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7786/8416 [01:02<00:05, 123.73it/s]
    Epoch 1:  98%|█████████▊| 33036/33666 [16:48<00:19, 32.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7787/8416 [01:02<00:05, 123.73it/s]
    Epoch 1:  98%|█████████▊| 33037/33666 [16:48<00:19, 32.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7788/8416 [01:02<00:05, 123.73it/s]
    Epoch 1:  98%|█████████▊| 33038/33666 [16:48<00:19, 32.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7789/8416 [01:02<00:05, 123.73it/s]
    Epoch 1:  98%|█████████▊| 33039/33666 [16:48<00:19, 32.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7790/8416 [01:02<00:05, 123.73it/s]
    Epoch 1:  98%|█████████▊| 33040/33666 [16:48<00:19, 32.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7791/8416 [01:02<00:05, 123.73it/s]
    Epoch 1:  98%|█████████▊| 33041/33666 [16:48<00:19, 32.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7792/8416 [01:02<00:05, 123.73it/s]
    Epoch 1:  98%|█████████▊| 33042/33666 [16:48<00:19, 32.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7793/8416 [01:02<00:05, 123.73it/s]
    Epoch 1:  98%|█████████▊| 33043/33666 [16:48<00:19, 32.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7794/8416 [01:02<00:05, 123.73it/s]
    Epoch 1:  98%|█████████▊| 33044/33666 [16:48<00:18, 32.75it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7795/8416 [01:03<00:05, 123.73it/s]
    Epoch 1:  98%|█████████▊| 33045/33666 [16:48<00:18, 32.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7796/8416 [01:03<00:05, 123.73it/s]
    Epoch 1:  98%|█████████▊| 33046/33666 [16:48<00:18, 32.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7797/8416 [01:03<00:05, 123.73it/s]
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    Validation DataLoader 0:  93%|█████████▎| 7798/8416 [01:03<00:04, 123.72it/s]
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    Validation DataLoader 0:  93%|█████████▎| 7799/8416 [01:03<00:04, 123.72it/s]
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    Validation DataLoader 0:  93%|█████████▎| 7800/8416 [01:03<00:04, 123.72it/s]
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    Validation DataLoader 0:  93%|█████████▎| 7801/8416 [01:03<00:04, 123.72it/s]
    Epoch 1:  98%|█████████▊| 33051/33666 [16:48<00:18, 32.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7802/8416 [01:03<00:04, 123.72it/s]
    Epoch 1:  98%|█████████▊| 33052/33666 [16:48<00:18, 32.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7803/8416 [01:03<00:04, 123.72it/s]
    Epoch 1:  98%|█████████▊| 33053/33666 [16:48<00:18, 32.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7804/8416 [01:03<00:04, 123.72it/s]
    Epoch 1:  98%|█████████▊| 33054/33666 [16:48<00:18, 32.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7805/8416 [01:03<00:04, 123.72it/s]
    Epoch 1:  98%|█████████▊| 33055/33666 [16:48<00:18, 32.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7806/8416 [01:03<00:04, 123.72it/s]
    Epoch 1:  98%|█████████▊| 33056/33666 [16:48<00:18, 32.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7807/8416 [01:03<00:04, 123.72it/s]
    Epoch 1:  98%|█████████▊| 33057/33666 [16:48<00:18, 32.76it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7808/8416 [01:03<00:04, 123.72it/s]
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    Validation DataLoader 0:  93%|█████████▎| 7809/8416 [01:03<00:04, 123.72it/s]
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    Validation DataLoader 0:  93%|█████████▎| 7810/8416 [01:03<00:04, 123.72it/s]
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    Validation DataLoader 0:  93%|█████████▎| 7811/8416 [01:03<00:04, 123.72it/s]
    Epoch 1:  98%|█████████▊| 33061/33666 [16:48<00:18, 32.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7812/8416 [01:03<00:04, 123.72it/s]
    Epoch 1:  98%|█████████▊| 33062/33666 [16:48<00:18, 32.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7813/8416 [01:03<00:04, 123.72it/s]
    Epoch 1:  98%|█████████▊| 33063/33666 [16:48<00:18, 32.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7814/8416 [01:03<00:04, 123.72it/s]
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    Validation DataLoader 0:  93%|█████████▎| 7815/8416 [01:03<00:04, 123.72it/s]
    Epoch 1:  98%|█████████▊| 33065/33666 [16:49<00:18, 32.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7816/8416 [01:03<00:04, 123.72it/s]
    Epoch 1:  98%|█████████▊| 33066/33666 [16:49<00:18, 32.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7817/8416 [01:03<00:04, 123.72it/s]
    Epoch 1:  98%|█████████▊| 33067/33666 [16:49<00:18, 32.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7818/8416 [01:03<00:04, 123.72it/s]
    Epoch 1:  98%|█████████▊| 33068/33666 [16:49<00:18, 32.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7819/8416 [01:03<00:04, 123.72it/s]
    Epoch 1:  98%|█████████▊| 33069/33666 [16:49<00:18, 32.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7820/8416 [01:03<00:04, 123.72it/s]
    Epoch 1:  98%|█████████▊| 33070/33666 [16:49<00:18, 32.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7821/8416 [01:03<00:04, 123.72it/s]
    Epoch 1:  98%|█████████▊| 33071/33666 [16:49<00:18, 32.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7822/8416 [01:03<00:04, 123.72it/s]
    Epoch 1:  98%|█████████▊| 33072/33666 [16:49<00:18, 32.77it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7823/8416 [01:03<00:04, 123.72it/s]
    Epoch 1:  98%|█████████▊| 33073/33666 [16:49<00:18, 32.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7824/8416 [01:03<00:04, 123.72it/s]
    Epoch 1:  98%|█████████▊| 33074/33666 [16:49<00:18, 32.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7825/8416 [01:03<00:04, 123.72it/s]
    Epoch 1:  98%|█████████▊| 33075/33666 [16:49<00:18, 32.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7826/8416 [01:03<00:04, 123.72it/s]
    Epoch 1:  98%|█████████▊| 33076/33666 [16:49<00:17, 32.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7827/8416 [01:03<00:04, 123.72it/s]
    Epoch 1:  98%|█████████▊| 33077/33666 [16:49<00:17, 32.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7828/8416 [01:03<00:04, 123.72it/s]
    Epoch 1:  98%|█████████▊| 33078/33666 [16:49<00:17, 32.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7829/8416 [01:03<00:04, 123.72it/s]
    Epoch 1:  98%|█████████▊| 33079/33666 [16:49<00:17, 32.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7830/8416 [01:03<00:04, 123.72it/s]
    Epoch 1:  98%|█████████▊| 33080/33666 [16:49<00:17, 32.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7831/8416 [01:03<00:04, 123.72it/s]
    Epoch 1:  98%|█████████▊| 33081/33666 [16:49<00:17, 32.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7832/8416 [01:03<00:04, 123.71it/s]
    Epoch 1:  98%|█████████▊| 33082/33666 [16:49<00:17, 32.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7833/8416 [01:03<00:04, 123.71it/s]
    Epoch 1:  98%|█████████▊| 33083/33666 [16:49<00:17, 32.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7834/8416 [01:03<00:04, 123.72it/s]
    Epoch 1:  98%|█████████▊| 33084/33666 [16:49<00:17, 32.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7835/8416 [01:03<00:04, 123.72it/s]
    Epoch 1:  98%|█████████▊| 33085/33666 [16:49<00:17, 32.78it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7836/8416 [01:03<00:04, 123.72it/s]
    Epoch 1:  98%|█████████▊| 33086/33666 [16:49<00:17, 32.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7837/8416 [01:03<00:04, 123.71it/s]
    Epoch 1:  98%|█████████▊| 33087/33666 [16:49<00:17, 32.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7838/8416 [01:03<00:04, 123.71it/s]
    Epoch 1:  98%|█████████▊| 33088/33666 [16:49<00:17, 32.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7839/8416 [01:03<00:04, 123.71it/s]
    Epoch 1:  98%|█████████▊| 33089/33666 [16:49<00:17, 32.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7840/8416 [01:03<00:04, 123.71it/s]
    Epoch 1:  98%|█████████▊| 33090/33666 [16:49<00:17, 32.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7841/8416 [01:03<00:04, 123.71it/s]
    Epoch 1:  98%|█████████▊| 33091/33666 [16:49<00:17, 32.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7842/8416 [01:03<00:04, 123.71it/s]
    Epoch 1:  98%|█████████▊| 33092/33666 [16:49<00:17, 32.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7843/8416 [01:03<00:04, 123.71it/s]
    Epoch 1:  98%|█████████▊| 33093/33666 [16:49<00:17, 32.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7844/8416 [01:03<00:04, 123.71it/s]
    Epoch 1:  98%|█████████▊| 33094/33666 [16:49<00:17, 32.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7845/8416 [01:03<00:04, 123.71it/s]
    Epoch 1:  98%|█████████▊| 33095/33666 [16:49<00:17, 32.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7846/8416 [01:03<00:04, 123.71it/s]
    Epoch 1:  98%|█████████▊| 33096/33666 [16:49<00:17, 32.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7847/8416 [01:03<00:04, 123.71it/s]
    Epoch 1:  98%|█████████▊| 33097/33666 [16:49<00:17, 32.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7848/8416 [01:03<00:04, 123.71it/s]
    Epoch 1:  98%|█████████▊| 33098/33666 [16:49<00:17, 32.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7849/8416 [01:03<00:04, 123.71it/s]
    Epoch 1:  98%|█████████▊| 33099/33666 [16:49<00:17, 32.79it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7850/8416 [01:03<00:04, 123.71it/s]
    Epoch 1:  98%|█████████▊| 33100/33666 [16:49<00:17, 32.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7851/8416 [01:03<00:04, 123.71it/s]
    Epoch 1:  98%|█████████▊| 33101/33666 [16:49<00:17, 32.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7852/8416 [01:03<00:04, 123.71it/s]
    Epoch 1:  98%|█████████▊| 33102/33666 [16:49<00:17, 32.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7853/8416 [01:03<00:04, 123.71it/s]
    Epoch 1:  98%|█████████▊| 33103/33666 [16:49<00:17, 32.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7854/8416 [01:03<00:04, 123.70it/s]
    Epoch 1:  98%|█████████▊| 33104/33666 [16:49<00:17, 32.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7855/8416 [01:03<00:04, 123.70it/s]
    Epoch 1:  98%|█████████▊| 33105/33666 [16:49<00:17, 32.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7856/8416 [01:03<00:04, 123.70it/s]
    Epoch 1:  98%|█████████▊| 33106/33666 [16:49<00:17, 32.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7857/8416 [01:03<00:04, 123.70it/s]
    Epoch 1:  98%|█████████▊| 33107/33666 [16:49<00:17, 32.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7858/8416 [01:03<00:04, 123.70it/s]
    Epoch 1:  98%|█████████▊| 33108/33666 [16:49<00:17, 32.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7859/8416 [01:03<00:04, 123.70it/s]
    Epoch 1:  98%|█████████▊| 33109/33666 [16:49<00:16, 32.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7860/8416 [01:03<00:04, 123.70it/s]
    Epoch 1:  98%|█████████▊| 33110/33666 [16:49<00:16, 32.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7861/8416 [01:03<00:04, 123.70it/s]
    Epoch 1:  98%|█████████▊| 33111/33666 [16:49<00:16, 32.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7862/8416 [01:03<00:04, 123.70it/s]
    Epoch 1:  98%|█████████▊| 33112/33666 [16:49<00:16, 32.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7863/8416 [01:03<00:04, 123.70it/s]
    Epoch 1:  98%|█████████▊| 33113/33666 [16:49<00:16, 32.80it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7864/8416 [01:03<00:04, 123.70it/s]
    Epoch 1:  98%|█████████▊| 33114/33666 [16:49<00:16, 32.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7865/8416 [01:03<00:04, 123.70it/s]
    Epoch 1:  98%|█████████▊| 33115/33666 [16:49<00:16, 32.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7866/8416 [01:03<00:04, 123.70it/s]
    Epoch 1:  98%|█████████▊| 33116/33666 [16:49<00:16, 32.81it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7867/8416 [01:03<00:04, 123.70it/s]
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    Validation DataLoader 0:  93%|█████████▎| 7868/8416 [01:03<00:04, 123.70it/s]
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    Validation DataLoader 0:  94%|█████████▎| 7869/8416 [01:03<00:04, 123.70it/s]
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    Validation DataLoader 0:  94%|█████████▎| 7870/8416 [01:03<00:04, 123.70it/s]
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    Validation DataLoader 0:  94%|█████████▎| 7871/8416 [01:03<00:04, 123.70it/s]
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    Validation DataLoader 0:  94%|█████████▎| 7872/8416 [01:03<00:04, 123.70it/s]
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    Validation DataLoader 0:  94%|█████████▎| 7873/8416 [01:03<00:04, 123.70it/s]
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    Validation DataLoader 0:  94%|█████████▎| 7874/8416 [01:03<00:04, 123.70it/s]
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    Validation DataLoader 0:  94%|█████████▎| 7875/8416 [01:03<00:04, 123.70it/s]
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    Validation DataLoader 0:  94%|█████████▎| 7876/8416 [01:03<00:04, 123.70it/s]
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    Validation DataLoader 0:  94%|█████████▎| 7877/8416 [01:03<00:04, 123.69it/s]
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    Validation DataLoader 0:  94%|█████████▎| 7878/8416 [01:03<00:04, 123.69it/s]
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    Validation DataLoader 0:  94%|█████████▎| 7879/8416 [01:03<00:04, 123.69it/s]
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    Validation DataLoader 0:  94%|█████████▎| 7880/8416 [01:03<00:04, 123.69it/s]
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    Validation DataLoader 0:  94%|█████████▎| 7881/8416 [01:03<00:04, 123.69it/s]
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    Validation DataLoader 0:  94%|█████████▎| 7882/8416 [01:03<00:04, 123.69it/s]
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    Validation DataLoader 0:  94%|█████████▎| 7883/8416 [01:03<00:04, 123.69it/s]
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    Validation DataLoader 0:  94%|█████████▎| 7884/8416 [01:03<00:04, 123.69it/s]
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    Validation DataLoader 0:  94%|█████████▎| 7885/8416 [01:03<00:04, 123.69it/s]
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    Validation DataLoader 0:  94%|█████████▎| 7889/8416 [01:03<00:04, 123.69it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7891/8416 [01:03<00:04, 123.69it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7892/8416 [01:03<00:04, 123.69it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7893/8416 [01:03<00:04, 123.69it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7894/8416 [01:03<00:04, 123.69it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7896/8416 [01:03<00:04, 123.69it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7902/8416 [01:03<00:04, 123.69it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7903/8416 [01:03<00:04, 123.69it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7904/8416 [01:03<00:04, 123.69it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7905/8416 [01:03<00:04, 123.69it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7906/8416 [01:03<00:04, 123.69it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7907/8416 [01:03<00:04, 123.69it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7908/8416 [01:03<00:04, 123.69it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7909/8416 [01:03<00:04, 123.69it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7910/8416 [01:03<00:04, 123.69it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7911/8416 [01:03<00:04, 123.69it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7912/8416 [01:03<00:04, 123.69it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7913/8416 [01:03<00:04, 123.69it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7914/8416 [01:03<00:04, 123.69it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7915/8416 [01:03<00:04, 123.69it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7916/8416 [01:04<00:04, 123.69it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7917/8416 [01:04<00:04, 123.69it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7918/8416 [01:04<00:04, 123.68it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7919/8416 [01:04<00:04, 123.68it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7920/8416 [01:04<00:04, 123.68it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7921/8416 [01:04<00:04, 123.68it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7922/8416 [01:04<00:03, 123.68it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7923/8416 [01:04<00:03, 123.68it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7924/8416 [01:04<00:03, 123.68it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7925/8416 [01:04<00:03, 123.68it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7926/8416 [01:04<00:03, 123.68it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7927/8416 [01:04<00:03, 123.68it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7928/8416 [01:04<00:03, 123.68it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7929/8416 [01:04<00:03, 123.68it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7930/8416 [01:04<00:03, 123.68it/s]
    Epoch 1:  99%|█████████▊| 33180/33666 [16:49<00:14, 32.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7931/8416 [01:04<00:03, 123.68it/s]
    Epoch 1:  99%|█████████▊| 33181/33666 [16:49<00:14, 32.85it/s, loss=3.71, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7932/8416 [01:04<00:03, 123.68it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7933/8416 [01:04<00:03, 123.68it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7934/8416 [01:04<00:03, 123.68it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7935/8416 [01:04<00:03, 123.68it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7936/8416 [01:04<00:03, 123.68it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7940/8416 [01:04<00:03, 123.68it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7941/8416 [01:04<00:03, 123.68it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7942/8416 [01:04<00:03, 123.68it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7943/8416 [01:04<00:03, 123.68it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7944/8416 [01:04<00:03, 123.68it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7946/8416 [01:04<00:03, 123.68it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7947/8416 [01:04<00:03, 123.68it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7948/8416 [01:04<00:03, 123.68it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7950/8416 [01:04<00:03, 123.68it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7951/8416 [01:04<00:03, 123.68it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7952/8416 [01:04<00:03, 123.67it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7953/8416 [01:04<00:03, 123.67it/s]
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    Validation DataLoader 0:  95%|█████████▍| 7954/8416 [01:04<00:03, 123.67it/s]
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    Validation DataLoader 0:  96%|█████████▌| 8061/8416 [01:05<00:02, 123.62it/s]
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    Validation DataLoader 0:  96%|█████████▌| 8062/8416 [01:05<00:02, 123.62it/s]
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    Validation DataLoader 0:  96%|█████████▌| 8063/8416 [01:05<00:02, 123.62it/s]
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    Validation DataLoader 0:  96%|█████████▌| 8066/8416 [01:05<00:02, 123.62it/s]
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    Validation DataLoader 0:  96%|█████████▌| 8067/8416 [01:05<00:02, 123.62it/s]
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    Validation DataLoader 0:  96%|█████████▌| 8071/8416 [01:05<00:02, 123.62it/s]
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    Validation DataLoader 0:  96%|█████████▌| 8072/8416 [01:05<00:02, 123.62it/s]
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    Validation DataLoader 0:  96%|█████████▌| 8073/8416 [01:05<00:02, 123.62it/s]
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    Validation DataLoader 0:  96%|█████████▌| 8074/8416 [01:05<00:02, 123.62it/s]
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    Validation DataLoader 0:  96%|█████████▌| 8077/8416 [01:05<00:02, 123.60it/s]
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    Validation DataLoader 0:  96%|█████████▌| 8078/8416 [01:05<00:02, 123.60it/s]
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    Validation DataLoader 0:  96%|█████████▌| 8079/8416 [01:05<00:02, 123.60it/s]
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    Validation DataLoader 0:  96%|█████████▌| 8080/8416 [01:05<00:02, 123.60it/s]
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    Validation DataLoader 0:  96%|█████████▌| 8081/8416 [01:05<00:02, 123.60it/s]
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    Validation DataLoader 0:  96%|█████████▌| 8082/8416 [01:05<00:02, 123.60it/s]
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    Validation DataLoader 0:  96%|█████████▌| 8083/8416 [01:05<00:02, 123.60it/s]
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    Validation DataLoader 0:  96%|█████████▌| 8084/8416 [01:05<00:02, 123.60it/s]
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    Validation DataLoader 0:  96%|█████████▌| 8085/8416 [01:05<00:02, 123.60it/s]
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    Validation DataLoader 0:  96%|█████████▌| 8086/8416 [01:05<00:02, 123.60it/s]
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    Validation DataLoader 0:  96%|█████████▌| 8087/8416 [01:05<00:02, 123.60it/s]
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    Validation DataLoader 0:  96%|█████████▌| 8088/8416 [01:05<00:02, 123.60it/s]
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    Validation DataLoader 0:  96%|█████████▌| 8089/8416 [01:05<00:02, 123.60it/s]
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    Validation DataLoader 0:  96%|█████████▌| 8090/8416 [01:05<00:02, 123.60it/s]
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    Validation DataLoader 0:  96%|█████████▌| 8091/8416 [01:05<00:02, 123.60it/s]
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    Validation DataLoader 0:  96%|█████████▌| 8092/8416 [01:05<00:02, 123.60it/s]
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    Validation DataLoader 0:  96%|█████████▌| 8093/8416 [01:05<00:02, 123.60it/s]
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    Validation DataLoader 0:  96%|█████████▌| 8094/8416 [01:05<00:02, 123.60it/s]
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    Validation DataLoader 0:  96%|█████████▌| 8095/8416 [01:05<00:02, 123.60it/s]
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    Validation DataLoader 0:  96%|█████████▌| 8096/8416 [01:05<00:02, 123.60it/s]
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    Validation DataLoader 0:  96%|█████████▌| 8097/8416 [01:05<00:02, 123.60it/s]
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    Validation DataLoader 0:  96%|█████████▌| 8098/8416 [01:05<00:02, 123.60it/s]
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    Validation DataLoader 0:  96%|█████████▌| 8099/8416 [01:05<00:02, 123.60it/s]
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    Validation DataLoader 0:  96%|█████████▌| 8100/8416 [01:05<00:02, 123.60it/s]
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    Validation DataLoader 0:  96%|█████████▋| 8101/8416 [01:05<00:02, 123.60it/s]
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    Validation DataLoader 0:  96%|█████████▋| 8102/8416 [01:05<00:02, 123.60it/s]
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    Validation DataLoader 0:  96%|█████████▋| 8103/8416 [01:05<00:02, 123.60it/s]
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    Validation DataLoader 0:  96%|█████████▋| 8104/8416 [01:05<00:02, 123.60it/s]
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    Validation DataLoader 0:  96%|█████████▋| 8105/8416 [01:05<00:02, 123.60it/s]
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    Validation DataLoader 0:  96%|█████████▋| 8106/8416 [01:05<00:02, 123.60it/s]
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    Validation DataLoader 0:  96%|█████████▋| 8107/8416 [01:05<00:02, 123.60it/s]
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    Validation DataLoader 0:  96%|█████████▋| 8108/8416 [01:05<00:02, 123.60it/s]
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    Validation DataLoader 0:  96%|█████████▋| 8109/8416 [01:05<00:02, 123.60it/s]
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    Validation DataLoader 0:  96%|█████████▋| 8110/8416 [01:05<00:02, 123.60it/s]
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    Validation DataLoader 0:  96%|█████████▋| 8111/8416 [01:05<00:02, 123.60it/s]
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    Validation DataLoader 0:  96%|█████████▋| 8114/8416 [01:05<00:02, 123.60it/s]
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    Validation DataLoader 0:  96%|█████████▋| 8115/8416 [01:05<00:02, 123.60it/s]
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    Validation DataLoader 0:  96%|█████████▋| 8116/8416 [01:05<00:02, 123.60it/s]
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    Validation DataLoader 0:  96%|█████████▋| 8120/8416 [01:05<00:02, 123.59it/s]
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    Validation DataLoader 0:  97%|█████████▋| 8122/8416 [01:05<00:02, 123.59it/s]
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    Validation DataLoader 0:  97%|█████████▋| 8123/8416 [01:05<00:02, 123.59it/s]
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    Validation DataLoader 0:  97%|█████████▋| 8126/8416 [01:05<00:02, 123.59it/s]
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    Validation DataLoader 0:  97%|█████████▋| 8128/8416 [01:05<00:02, 123.59it/s]
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    Validation DataLoader 0: 100%|█████████▉| 8409/8416 [01:08<00:00, 123.38it/s]
    Epoch 1: 100%|█████████▉| 33659/33666 [16:53<00:00, 33.19it/s, loss=3.71, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8410/8416 [01:08<00:00, 123.38it/s]
    Epoch 1: 100%|█████████▉| 33660/33666 [16:53<00:00, 33.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8411/8416 [01:08<00:00, 123.38it/s]
    Epoch 1: 100%|█████████▉| 33661/33666 [16:54<00:00, 33.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8412/8416 [01:08<00:00, 123.39it/s]
    Epoch 1: 100%|█████████▉| 33662/33666 [16:54<00:00, 33.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8413/8416 [01:08<00:00, 123.39it/s]
    Epoch 1: 100%|█████████▉| 33663/33666 [16:54<00:00, 33.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8414/8416 [01:08<00:00, 123.39it/s]
    Epoch 1: 100%|█████████▉| 33664/33666 [16:54<00:00, 33.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8415/8416 [01:08<00:00, 123.39it/s]
    Epoch 1: 100%|█████████▉| 33665/33666 [16:54<00:00, 33.20it/s, loss=3.71, v_num=0]

    Validation DataLoader 0: 100%|██████████| 8416/8416 [01:08<00:00, 123.39it/s]
    Epoch 1: 100%|██████████| 33666/33666 [16:54<00:00, 33.20it/s, loss=3.71, v_num=0]
    Epoch 1: 100%|██████████| 33666/33666 [16:54<00:00, 33.20it/s, loss=3.71, v_num=0]

                                                                                 
    Epoch 1: 100%|██████████| 33666/33666 [16:54<00:00, 33.20it/s, loss=3.71, v_num=0]
    Epoch 1:   0%|          | 0/33666 [00:00<?, ?it/s, loss=3.71, v_num=0]            
    Epoch 2:   0%|          | 0/33666 [00:00<?, ?it/s, loss=3.71, v_num=0]
    Epoch 2:   0%|          | 1/33666 [00:00<7:39:11,  1.22it/s, loss=3.71, v_num=0]
    Epoch 2:   0%|          | 1/33666 [00:00<7:39:45,  1.22it/s, loss=3.74, v_num=0]
    Epoch 2:   0%|          | 2/33666 [00:00<4:01:04,  2.33it/s, loss=3.74, v_num=0]
    Epoch 2:   0%|          | 2/33666 [00:00<4:01:10,  2.33it/s, loss=3.78, v_num=0]
    Epoch 2:   0%|          | 3/33666 [00:00<2:47:21,  3.35it/s, loss=3.78, v_num=0]
    Epoch 2:   0%|          | 3/33666 [00:00<2:47:24,  3.35it/s, loss=3.77, v_num=0]
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    Epoch 2:   2%|▏         | 631/33666 [00:23<20:40, 26.62it/s, loss=3.7, v_num=0]
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    Epoch 2:   2%|▏         | 634/33666 [00:23<20:39, 26.64it/s, loss=3.75, v_num=0]
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    Epoch 2:   2%|▏         | 648/33666 [00:24<20:38, 26.66it/s, loss=3.67, v_num=0]
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    Epoch 2:   2%|▏         | 651/33666 [00:24<20:37, 26.67it/s, loss=3.62, v_num=0]
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    Epoch 2:   2%|▏         | 652/33666 [00:24<20:37, 26.67it/s, loss=3.58, v_num=0]
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    Epoch 2:   2%|▏         | 653/33666 [00:24<20:37, 26.67it/s, loss=3.58, v_num=0]
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    Epoch 2:   2%|▏         | 654/33666 [00:24<20:37, 26.67it/s, loss=3.55, v_num=0]
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    Epoch 2:   2%|▏         | 655/33666 [00:24<20:37, 26.68it/s, loss=3.46, v_num=0]
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    Epoch 2:   2%|▏         | 656/33666 [00:24<20:37, 26.67it/s, loss=3.44, v_num=0]
    Epoch 2:   2%|▏         | 657/33666 [00:24<20:37, 26.67it/s, loss=3.44, v_num=0]
    Epoch 2:   2%|▏         | 657/33666 [00:24<20:37, 26.67it/s, loss=3.47, v_num=0]
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    Epoch 2:   2%|▏         | 661/33666 [00:24<20:37, 26.68it/s, loss=3.5, v_num=0] 
    Epoch 2:   2%|▏         | 662/33666 [00:24<20:37, 26.68it/s, loss=3.5, v_num=0]
    Epoch 2:   2%|▏         | 662/33666 [00:24<20:37, 26.68it/s, loss=3.46, v_num=0]
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    Epoch 2:   2%|▏         | 664/33666 [00:24<20:36, 26.68it/s, loss=3.44, v_num=0]
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    Epoch 2:   2%|▏         | 665/33666 [00:24<20:36, 26.68it/s, loss=3.46, v_num=0]
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    Epoch 2:   2%|▏         | 671/33666 [00:25<20:36, 26.69it/s, loss=3.41, v_num=0]
    Epoch 2:   2%|▏         | 672/33666 [00:25<20:36, 26.69it/s, loss=3.41, v_num=0]
    Epoch 2:   2%|▏         | 672/33666 [00:25<20:36, 26.69it/s, loss=3.42, v_num=0]
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    Epoch 2:   2%|▏         | 673/33666 [00:25<20:36, 26.69it/s, loss=3.44, v_num=0]
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    Epoch 2:   2%|▏         | 695/33666 [00:26<20:34, 26.71it/s, loss=3.7, v_num=0] 
    Epoch 2:   2%|▏         | 696/33666 [00:26<20:34, 26.71it/s, loss=3.7, v_num=0]
    Epoch 2:   2%|▏         | 696/33666 [00:26<20:34, 26.71it/s, loss=3.67, v_num=0]
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    Epoch 2:   2%|▏         | 697/33666 [00:26<20:34, 26.71it/s, loss=3.68, v_num=0]
    Epoch 2:   2%|▏         | 698/33666 [00:26<20:34, 26.71it/s, loss=3.68, v_num=0]
    Epoch 2:   2%|▏         | 698/33666 [00:26<20:34, 26.71it/s, loss=3.71, v_num=0]
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    Epoch 2:   2%|▏         | 699/33666 [00:26<20:34, 26.71it/s, loss=3.74, v_num=0]
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    Epoch 2:   2%|▏         | 700/33666 [00:26<20:34, 26.71it/s, loss=3.77, v_num=0]
    Epoch 2:   2%|▏         | 701/33666 [00:26<20:33, 26.72it/s, loss=3.77, v_num=0]
    Epoch 2:   2%|▏         | 701/33666 [00:26<20:33, 26.72it/s, loss=3.8, v_num=0] 
    Epoch 2:   2%|▏         | 702/33666 [00:26<20:33, 26.71it/s, loss=3.8, v_num=0]
    Epoch 2:   2%|▏         | 702/33666 [00:26<20:33, 26.71it/s, loss=3.79, v_num=0]
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    Epoch 2:   2%|▏         | 703/33666 [00:26<20:33, 26.72it/s, loss=3.78, v_num=0]
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    Epoch 2:   2%|▏         | 705/33666 [00:26<20:33, 26.71it/s, loss=3.72, v_num=0]
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    Epoch 2:   2%|▏         | 707/33666 [00:26<20:33, 26.71it/s, loss=3.59, v_num=0]
    Epoch 2:   2%|▏         | 708/33666 [00:26<20:33, 26.71it/s, loss=3.59, v_num=0]
    Epoch 2:   2%|▏         | 708/33666 [00:26<20:33, 26.71it/s, loss=3.58, v_num=0]
    Epoch 2:   2%|▏         | 709/33666 [00:26<20:33, 26.72it/s, loss=3.58, v_num=0]
    Epoch 2:   2%|▏         | 709/33666 [00:26<20:33, 26.72it/s, loss=3.6, v_num=0] 
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    Epoch 2:   2%|▏         | 711/33666 [00:26<20:33, 26.72it/s, loss=3.61, v_num=0]
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    Epoch 2:   2%|▏         | 712/33666 [00:26<20:33, 26.72it/s, loss=3.58, v_num=0]
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    Epoch 2:   2%|▏         | 714/33666 [00:26<20:33, 26.72it/s, loss=3.74, v_num=0]
    Epoch 2:   2%|▏         | 715/33666 [00:26<20:32, 26.72it/s, loss=3.74, v_num=0]
    Epoch 2:   2%|▏         | 715/33666 [00:26<20:33, 26.72it/s, loss=3.62, v_num=0]
    Epoch 2:   2%|▏         | 716/33666 [00:26<20:33, 26.72it/s, loss=3.62, v_num=0]
    Epoch 2:   2%|▏         | 716/33666 [00:26<20:33, 26.72it/s, loss=3.68, v_num=0]
    Epoch 2:   2%|▏         | 717/33666 [00:26<20:32, 26.73it/s, loss=3.68, v_num=0]
    Epoch 2:   2%|▏         | 717/33666 [00:26<20:32, 26.73it/s, loss=3.69, v_num=0]
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    Epoch 2:   2%|▏         | 718/33666 [00:26<20:32, 26.72it/s, loss=3.7, v_num=0] 
    Epoch 2:   2%|▏         | 719/33666 [00:26<20:32, 26.73it/s, loss=3.7, v_num=0]
    Epoch 2:   2%|▏         | 719/33666 [00:26<20:32, 26.73it/s, loss=3.71, v_num=0]
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    Epoch 2:   2%|▏         | 720/33666 [00:26<20:32, 26.73it/s, loss=3.64, v_num=0]
    Epoch 2:   2%|▏         | 721/33666 [00:26<20:32, 26.73it/s, loss=3.64, v_num=0]
    Epoch 2:   2%|▏         | 721/33666 [00:26<20:32, 26.73it/s, loss=3.68, v_num=0]
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    Epoch 2:   2%|▏         | 722/33666 [00:27<20:32, 26.73it/s, loss=3.7, v_num=0] 
    Epoch 2:   2%|▏         | 723/33666 [00:27<20:32, 26.73it/s, loss=3.7, v_num=0]
    Epoch 2:   2%|▏         | 723/33666 [00:27<20:32, 26.73it/s, loss=3.68, v_num=0]
    Epoch 2:   2%|▏         | 724/33666 [00:27<20:32, 26.73it/s, loss=3.68, v_num=0]
    Epoch 2:   2%|▏         | 724/33666 [00:27<20:32, 26.73it/s, loss=3.75, v_num=0]
    Epoch 2:   2%|▏         | 725/33666 [00:27<20:32, 26.73it/s, loss=3.75, v_num=0]
    Epoch 2:   2%|▏         | 725/33666 [00:27<20:32, 26.73it/s, loss=3.74, v_num=0]
    Epoch 2:   2%|▏         | 726/33666 [00:27<20:32, 26.73it/s, loss=3.74, v_num=0]
    Epoch 2:   2%|▏         | 726/33666 [00:27<20:32, 26.73it/s, loss=3.74, v_num=0]
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    Epoch 2:   2%|▏         | 727/33666 [00:27<20:32, 26.73it/s, loss=3.72, v_num=0]
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    Epoch 2:   2%|▏         | 728/33666 [00:27<20:32, 26.73it/s, loss=3.76, v_num=0]
    Epoch 2:   2%|▏         | 729/33666 [00:27<20:32, 26.73it/s, loss=3.76, v_num=0]
    Epoch 2:   2%|▏         | 729/33666 [00:27<20:32, 26.73it/s, loss=3.72, v_num=0]
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    Epoch 2:   2%|▏         | 730/33666 [00:27<20:32, 26.73it/s, loss=3.67, v_num=0]
    Epoch 2:   2%|▏         | 731/33666 [00:27<20:32, 26.73it/s, loss=3.67, v_num=0]
    Epoch 2:   2%|▏         | 731/33666 [00:27<20:32, 26.73it/s, loss=3.66, v_num=0]
    Epoch 2:   2%|▏         | 732/33666 [00:27<20:32, 26.73it/s, loss=3.66, v_num=0]
    Epoch 2:   2%|▏         | 732/33666 [00:27<20:32, 26.73it/s, loss=3.7, v_num=0] 
    Epoch 2:   2%|▏         | 733/33666 [00:27<20:31, 26.73it/s, loss=3.7, v_num=0]
    Epoch 2:   2%|▏         | 733/33666 [00:27<20:31, 26.73it/s, loss=3.69, v_num=0]
    Epoch 2:   2%|▏         | 734/33666 [00:27<20:31, 26.73it/s, loss=3.69, v_num=0]
    Epoch 2:   2%|▏         | 734/33666 [00:27<20:31, 26.73it/s, loss=3.63, v_num=0]
    Epoch 2:   2%|▏         | 735/33666 [00:27<20:31, 26.73it/s, loss=3.63, v_num=0]
    Epoch 2:   2%|▏         | 735/33666 [00:27<20:31, 26.73it/s, loss=3.77, v_num=0]
    Epoch 2:   2%|▏         | 736/33666 [00:27<20:31, 26.74it/s, loss=3.77, v_num=0]
    Epoch 2:   2%|▏         | 736/33666 [00:27<20:31, 26.74it/s, loss=3.64, v_num=0]
    Epoch 2:   2%|▏         | 737/33666 [00:27<20:31, 26.73it/s, loss=3.64, v_num=0]
    Epoch 2:   2%|▏         | 737/33666 [00:27<20:31, 26.73it/s, loss=3.59, v_num=0]
    Epoch 2:   2%|▏         | 738/33666 [00:27<20:31, 26.73it/s, loss=3.59, v_num=0]
    Epoch 2:   2%|▏         | 738/33666 [00:27<20:31, 26.73it/s, loss=3.53, v_num=0]
    Epoch 2:   2%|▏         | 739/33666 [00:27<20:31, 26.73it/s, loss=3.53, v_num=0]
    Epoch 2:   2%|▏         | 739/33666 [00:27<20:31, 26.73it/s, loss=3.53, v_num=0]
    Epoch 2:   2%|▏         | 740/33666 [00:27<20:31, 26.74it/s, loss=3.53, v_num=0]
    Epoch 2:   2%|▏         | 740/33666 [00:27<20:31, 26.73it/s, loss=3.51, v_num=0]
    Epoch 2:   2%|▏         | 741/33666 [00:27<20:31, 26.74it/s, loss=3.51, v_num=0]
    Epoch 2:   2%|▏         | 741/33666 [00:27<20:31, 26.74it/s, loss=3.49, v_num=0]
    Epoch 2:   2%|▏         | 742/33666 [00:27<20:31, 26.74it/s, loss=3.49, v_num=0]
    Epoch 2:   2%|▏         | 742/33666 [00:27<20:31, 26.74it/s, loss=3.49, v_num=0]
    Epoch 2:   2%|▏         | 743/33666 [00:27<20:31, 26.74it/s, loss=3.49, v_num=0]
    Epoch 2:   2%|▏         | 743/33666 [00:27<20:31, 26.74it/s, loss=3.53, v_num=0]
    Epoch 2:   2%|▏         | 744/33666 [00:27<20:31, 26.74it/s, loss=3.53, v_num=0]
    Epoch 2:   2%|▏         | 744/33666 [00:27<20:31, 26.74it/s, loss=3.5, v_num=0] 
    Epoch 2:   2%|▏         | 745/33666 [00:27<20:31, 26.74it/s, loss=3.5, v_num=0]
    Epoch 2:   2%|▏         | 745/33666 [00:27<20:31, 26.74it/s, loss=3.56, v_num=0]
    Epoch 2:   2%|▏         | 746/33666 [00:27<20:30, 26.75it/s, loss=3.56, v_num=0]
    Epoch 2:   2%|▏         | 746/33666 [00:27<20:30, 26.74it/s, loss=3.56, v_num=0]
    Epoch 2:   2%|▏         | 747/33666 [00:27<20:30, 26.74it/s, loss=3.56, v_num=0]
    Epoch 2:   2%|▏         | 747/33666 [00:27<20:30, 26.74it/s, loss=3.57, v_num=0]
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    Epoch 2:   2%|▏         | 748/33666 [00:27<20:30, 26.74it/s, loss=3.59, v_num=0]
    Epoch 2:   2%|▏         | 749/33666 [00:28<20:30, 26.75it/s, loss=3.59, v_num=0]
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    Epoch 2:   2%|▏         | 750/33666 [00:28<20:30, 26.75it/s, loss=3.54, v_num=0]
    Epoch 2:   2%|▏         | 750/33666 [00:28<20:30, 26.75it/s, loss=3.61, v_num=0]
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    Epoch 2:   2%|▏         | 753/33666 [00:28<20:30, 26.74it/s, loss=3.64, v_num=0]
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    Epoch 2:   2%|▏         | 754/33666 [00:28<20:30, 26.74it/s, loss=3.67, v_num=0]
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    Epoch 2:   2%|▏         | 760/33666 [00:28<20:30, 26.75it/s, loss=3.8, v_num=0] 
    Epoch 2:   2%|▏         | 761/33666 [00:28<20:30, 26.74it/s, loss=3.8, v_num=0]
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    Epoch 2:   2%|▏         | 803/33666 [00:29<20:27, 26.77it/s, loss=3.56, v_num=0]
    Epoch 2:   2%|▏         | 804/33666 [00:30<20:27, 26.77it/s, loss=3.56, v_num=0]
    Epoch 2:   2%|▏         | 804/33666 [00:30<20:27, 26.77it/s, loss=3.58, v_num=0]
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    Epoch 2:   2%|▏         | 805/33666 [00:30<20:27, 26.77it/s, loss=3.42, v_num=0]
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    Epoch 2:   2%|▏         | 806/33666 [00:30<20:27, 26.78it/s, loss=3.52, v_num=0]
    Epoch 2:   2%|▏         | 807/33666 [00:30<20:26, 26.78it/s, loss=3.52, v_num=0]
    Epoch 2:   2%|▏         | 807/33666 [00:30<20:26, 26.78it/s, loss=3.49, v_num=0]
    Epoch 2:   2%|▏         | 808/33666 [00:30<20:26, 26.79it/s, loss=3.49, v_num=0]
    Epoch 2:   2%|▏         | 808/33666 [00:30<20:26, 26.79it/s, loss=3.43, v_num=0]
    Epoch 2:   2%|▏         | 809/33666 [00:30<20:26, 26.79it/s, loss=3.43, v_num=0]
    Epoch 2:   2%|▏         | 809/33666 [00:30<20:26, 26.79it/s, loss=3.43, v_num=0]
    Epoch 2:   2%|▏         | 810/33666 [00:30<20:26, 26.80it/s, loss=3.43, v_num=0]
    Epoch 2:   2%|▏         | 810/33666 [00:30<20:26, 26.80it/s, loss=3.48, v_num=0]
    Epoch 2:   2%|▏         | 811/33666 [00:30<20:25, 26.80it/s, loss=3.48, v_num=0]
    Epoch 2:   2%|▏         | 811/33666 [00:30<20:25, 26.80it/s, loss=3.46, v_num=0]
    Epoch 2:   2%|▏         | 812/33666 [00:30<20:25, 26.81it/s, loss=3.46, v_num=0]
    Epoch 2:   2%|▏         | 812/33666 [00:30<20:25, 26.81it/s, loss=3.39, v_num=0]
    Epoch 2:   2%|▏         | 813/33666 [00:30<20:25, 26.81it/s, loss=3.39, v_num=0]
    Epoch 2:   2%|▏         | 813/33666 [00:30<20:25, 26.81it/s, loss=3.43, v_num=0]
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    Epoch 2:   2%|▏         | 814/33666 [00:30<20:25, 26.81it/s, loss=3.52, v_num=0]
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    Epoch 2:   2%|▏         | 815/33666 [00:30<20:25, 26.81it/s, loss=3.62, v_num=0]
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    Epoch 2:   2%|▏         | 816/33666 [00:30<20:25, 26.81it/s, loss=3.6, v_num=0] 
    Epoch 2:   2%|▏         | 817/33666 [00:30<20:25, 26.81it/s, loss=3.6, v_num=0]
    Epoch 2:   2%|▏         | 817/33666 [00:30<20:25, 26.81it/s, loss=3.6, v_num=0]
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    Epoch 2:   2%|▏         | 818/33666 [00:30<20:25, 26.81it/s, loss=3.58, v_num=0]
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    Epoch 2:   2%|▏         | 819/33666 [00:30<20:25, 26.81it/s, loss=3.53, v_num=0]
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    Epoch 2:   2%|▏         | 820/33666 [00:30<20:25, 26.81it/s, loss=3.48, v_num=0]
    Epoch 2:   2%|▏         | 821/33666 [00:30<20:24, 26.81it/s, loss=3.48, v_num=0]
    Epoch 2:   2%|▏         | 821/33666 [00:30<20:24, 26.81it/s, loss=3.5, v_num=0] 
    Epoch 2:   2%|▏         | 822/33666 [00:30<20:24, 26.81it/s, loss=3.5, v_num=0]
    Epoch 2:   2%|▏         | 822/33666 [00:30<20:24, 26.81it/s, loss=3.47, v_num=0]
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    Epoch 2:   2%|▏         | 824/33666 [00:30<20:24, 26.82it/s, loss=3.5, v_num=0]
    Epoch 2:   2%|▏         | 824/33666 [00:30<20:24, 26.82it/s, loss=3.56, v_num=0]
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    Epoch 2:   2%|▏         | 826/33666 [00:30<20:24, 26.82it/s, loss=3.56, v_num=0]
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    Epoch 2:   2%|▏         | 828/33666 [00:30<20:24, 26.82it/s, loss=3.6, v_num=0] 
    Epoch 2:   2%|▏         | 829/33666 [00:30<20:24, 26.82it/s, loss=3.6, v_num=0]
    Epoch 2:   2%|▏         | 829/33666 [00:30<20:24, 26.82it/s, loss=3.62, v_num=0]
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    Epoch 2:   3%|▎         | 887/33666 [00:33<20:19, 26.87it/s, loss=3.81, v_num=0]
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    Epoch 2:   3%|▎         | 889/33666 [00:33<20:19, 26.88it/s, loss=3.8, v_num=0] 
    Epoch 2:   3%|▎         | 890/33666 [00:33<20:19, 26.88it/s, loss=3.8, v_num=0]
    Epoch 2:   3%|▎         | 890/33666 [00:33<20:19, 26.88it/s, loss=3.78, v_num=0]
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    Epoch 2:   3%|▎         | 891/33666 [00:33<20:19, 26.88it/s, loss=3.81, v_num=0]
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    Epoch 2:   3%|▎         | 892/33666 [00:33<20:19, 26.88it/s, loss=3.78, v_num=0]
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    Epoch 2:   3%|▎         | 893/33666 [00:33<20:19, 26.88it/s, loss=3.65, v_num=0]
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    Epoch 2:   3%|▎         | 894/33666 [00:33<20:19, 26.88it/s, loss=3.69, v_num=0]
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    Epoch 2:   3%|▎         | 898/33666 [00:33<20:18, 26.88it/s, loss=3.76, v_num=0]
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    Epoch 2:   3%|▎         | 901/33666 [00:33<20:18, 26.89it/s, loss=3.79, v_num=0]
    Epoch 2:   3%|▎         | 902/33666 [00:33<20:18, 26.89it/s, loss=3.79, v_num=0]
    Epoch 2:   3%|▎         | 902/33666 [00:33<20:18, 26.89it/s, loss=3.72, v_num=0]
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    Epoch 2:   3%|▎         | 903/33666 [00:33<20:18, 26.89it/s, loss=3.67, v_num=0]
    Epoch 2:   3%|▎         | 904/33666 [00:33<20:18, 26.89it/s, loss=3.67, v_num=0]
    Epoch 2:   3%|▎         | 904/33666 [00:33<20:18, 26.89it/s, loss=3.67, v_num=0]
    Epoch 2:   3%|▎         | 905/33666 [00:33<20:18, 26.89it/s, loss=3.67, v_num=0]
    Epoch 2:   3%|▎         | 905/33666 [00:33<20:18, 26.89it/s, loss=3.64, v_num=0]
    Epoch 2:   3%|▎         | 906/33666 [00:33<20:18, 26.89it/s, loss=3.64, v_num=0]
    Epoch 2:   3%|▎         | 906/33666 [00:33<20:18, 26.89it/s, loss=3.66, v_num=0]
    Epoch 2:   3%|▎         | 907/33666 [00:33<20:18, 26.89it/s, loss=3.66, v_num=0]
    Epoch 2:   3%|▎         | 907/33666 [00:33<20:18, 26.89it/s, loss=3.66, v_num=0]
    Epoch 2:   3%|▎         | 908/33666 [00:33<20:18, 26.89it/s, loss=3.66, v_num=0]
    Epoch 2:   3%|▎         | 908/33666 [00:33<20:18, 26.89it/s, loss=3.62, v_num=0]
    Epoch 2:   3%|▎         | 909/33666 [00:33<20:17, 26.89it/s, loss=3.62, v_num=0]
    Epoch 2:   3%|▎         | 909/33666 [00:33<20:17, 26.89it/s, loss=3.61, v_num=0]
    Epoch 2:   3%|▎         | 910/33666 [00:33<20:17, 26.90it/s, loss=3.61, v_num=0]
    Epoch 2:   3%|▎         | 910/33666 [00:33<20:17, 26.90it/s, loss=3.76, v_num=0]
    Epoch 2:   3%|▎         | 911/33666 [00:33<20:18, 26.89it/s, loss=3.76, v_num=0]
    Epoch 2:   3%|▎         | 911/33666 [00:33<20:18, 26.89it/s, loss=3.72, v_num=0]
    Epoch 2:   3%|▎         | 912/33666 [00:33<20:18, 26.89it/s, loss=3.72, v_num=0]
    Epoch 2:   3%|▎         | 912/33666 [00:33<20:18, 26.89it/s, loss=3.82, v_num=0]
    Epoch 2:   3%|▎         | 913/33666 [00:33<20:18, 26.89it/s, loss=3.82, v_num=0]
    Epoch 2:   3%|▎         | 913/33666 [00:33<20:18, 26.89it/s, loss=3.81, v_num=0]
    Epoch 2:   3%|▎         | 914/33666 [00:33<20:18, 26.89it/s, loss=3.81, v_num=0]
    Epoch 2:   3%|▎         | 914/33666 [00:33<20:18, 26.89it/s, loss=3.75, v_num=0]
    Epoch 2:   3%|▎         | 915/33666 [00:34<20:17, 26.89it/s, loss=3.75, v_num=0]
    Epoch 2:   3%|▎         | 915/33666 [00:34<20:17, 26.89it/s, loss=3.73, v_num=0]
    Epoch 2:   3%|▎         | 916/33666 [00:34<20:17, 26.89it/s, loss=3.73, v_num=0]
    Epoch 2:   3%|▎         | 916/33666 [00:34<20:17, 26.89it/s, loss=3.63, v_num=0]
    Epoch 2:   3%|▎         | 917/33666 [00:34<20:17, 26.89it/s, loss=3.63, v_num=0]
    Epoch 2:   3%|▎         | 917/33666 [00:34<20:17, 26.89it/s, loss=3.56, v_num=0]
    Epoch 2:   3%|▎         | 918/33666 [00:34<20:17, 26.89it/s, loss=3.56, v_num=0]
    Epoch 2:   3%|▎         | 918/33666 [00:34<20:17, 26.89it/s, loss=3.56, v_num=0]
    Epoch 2:   3%|▎         | 919/33666 [00:34<20:17, 26.89it/s, loss=3.56, v_num=0]
    Epoch 2:   3%|▎         | 919/33666 [00:34<20:17, 26.89it/s, loss=3.55, v_num=0]
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    Epoch 2:   3%|▎         | 920/33666 [00:34<20:17, 26.89it/s, loss=3.49, v_num=0]
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    Epoch 2:   3%|▎         | 921/33666 [00:34<20:17, 26.89it/s, loss=3.5, v_num=0] 
    Epoch 2:   3%|▎         | 922/33666 [00:34<20:17, 26.89it/s, loss=3.5, v_num=0]
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    Epoch 2:   3%|▎         | 923/33666 [00:34<20:17, 26.89it/s, loss=3.52, v_num=0]
    Epoch 2:   3%|▎         | 923/33666 [00:34<20:17, 26.89it/s, loss=3.63, v_num=0]
    Epoch 2:   3%|▎         | 924/33666 [00:34<20:17, 26.89it/s, loss=3.63, v_num=0]
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    Epoch 2:   3%|▎         | 925/33666 [00:34<20:17, 26.89it/s, loss=3.67, v_num=0]
    Epoch 2:   3%|▎         | 926/33666 [00:34<20:17, 26.89it/s, loss=3.67, v_num=0]
    Epoch 2:   3%|▎         | 926/33666 [00:34<20:17, 26.89it/s, loss=3.64, v_num=0]
    Epoch 2:   3%|▎         | 927/33666 [00:34<20:17, 26.90it/s, loss=3.64, v_num=0]
    Epoch 2:   3%|▎         | 927/33666 [00:34<20:17, 26.90it/s, loss=3.62, v_num=0]
    Epoch 2:   3%|▎         | 928/33666 [00:34<20:17, 26.90it/s, loss=3.62, v_num=0]
    Epoch 2:   3%|▎         | 928/33666 [00:34<20:17, 26.90it/s, loss=3.74, v_num=0]
    Epoch 2:   3%|▎         | 929/33666 [00:34<20:17, 26.90it/s, loss=3.74, v_num=0]
    Epoch 2:   3%|▎         | 929/33666 [00:34<20:17, 26.90it/s, loss=3.74, v_num=0]
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    Epoch 2:   3%|▎         | 939/33666 [00:34<20:16, 26.91it/s, loss=3.8, v_num=0]
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    Epoch 2:   3%|▎         | 947/33666 [00:35<20:15, 26.92it/s, loss=3.7, v_num=0] 
    Epoch 2:   3%|▎         | 948/33666 [00:35<20:15, 26.92it/s, loss=3.7, v_num=0]
    Epoch 2:   3%|▎         | 948/33666 [00:35<20:15, 26.92it/s, loss=3.62, v_num=0]
    Epoch 2:   3%|▎         | 949/33666 [00:35<20:15, 26.92it/s, loss=3.62, v_num=0]
    Epoch 2:   3%|▎         | 949/33666 [00:35<20:15, 26.92it/s, loss=3.75, v_num=0]
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    Epoch 2:   3%|▎         | 950/33666 [00:35<20:15, 26.92it/s, loss=3.72, v_num=0]
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    Epoch 2:   3%|▎         | 951/33666 [00:35<20:15, 26.92it/s, loss=3.69, v_num=0]
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    Epoch 2:   3%|▎         | 952/33666 [00:35<20:15, 26.92it/s, loss=3.72, v_num=0]
    Epoch 2:   3%|▎         | 953/33666 [00:35<20:14, 26.92it/s, loss=3.72, v_num=0]
    Epoch 2:   3%|▎         | 953/33666 [00:35<20:15, 26.92it/s, loss=3.76, v_num=0]
    Epoch 2:   3%|▎         | 954/33666 [00:35<20:14, 26.92it/s, loss=3.76, v_num=0]
    Epoch 2:   3%|▎         | 954/33666 [00:35<20:14, 26.92it/s, loss=3.73, v_num=0]
    Epoch 2:   3%|▎         | 955/33666 [00:35<20:14, 26.92it/s, loss=3.73, v_num=0]
    Epoch 2:   3%|▎         | 955/33666 [00:35<20:14, 26.92it/s, loss=3.83, v_num=0]
    Epoch 2:   3%|▎         | 956/33666 [00:35<20:14, 26.92it/s, loss=3.83, v_num=0]
    Epoch 2:   3%|▎         | 956/33666 [00:35<20:14, 26.92it/s, loss=3.74, v_num=0]
    Epoch 2:   3%|▎         | 957/33666 [00:35<20:15, 26.92it/s, loss=3.74, v_num=0]
    Epoch 2:   3%|▎         | 957/33666 [00:35<20:15, 26.92it/s, loss=3.66, v_num=0]
    Epoch 2:   3%|▎         | 958/33666 [00:35<20:14, 26.92it/s, loss=3.66, v_num=0]
    Epoch 2:   3%|▎         | 958/33666 [00:35<20:14, 26.92it/s, loss=3.69, v_num=0]
    Epoch 2:   3%|▎         | 959/33666 [00:35<20:15, 26.92it/s, loss=3.69, v_num=0]
    Epoch 2:   3%|▎         | 959/33666 [00:35<20:15, 26.92it/s, loss=3.72, v_num=0]
    Epoch 2:   3%|▎         | 960/33666 [00:35<20:14, 26.92it/s, loss=3.72, v_num=0]
    Epoch 2:   3%|▎         | 960/33666 [00:35<20:14, 26.92it/s, loss=3.78, v_num=0]
    Epoch 2:   3%|▎         | 961/33666 [00:35<20:14, 26.92it/s, loss=3.78, v_num=0]
    Epoch 2:   3%|▎         | 961/33666 [00:35<20:14, 26.92it/s, loss=3.86, v_num=0]
    Epoch 2:   3%|▎         | 962/33666 [00:35<20:14, 26.92it/s, loss=3.86, v_num=0]
    Epoch 2:   3%|▎         | 962/33666 [00:35<20:14, 26.92it/s, loss=3.94, v_num=0]
    Epoch 2:   3%|▎         | 963/33666 [00:35<20:14, 26.92it/s, loss=3.94, v_num=0]
    Epoch 2:   3%|▎         | 963/33666 [00:35<20:14, 26.92it/s, loss=3.95, v_num=0]
    Epoch 2:   3%|▎         | 964/33666 [00:35<20:14, 26.92it/s, loss=3.95, v_num=0]
    Epoch 2:   3%|▎         | 964/33666 [00:35<20:14, 26.92it/s, loss=4.06, v_num=0]
    Epoch 2:   3%|▎         | 965/33666 [00:35<20:14, 26.92it/s, loss=4.06, v_num=0]
    Epoch 2:   3%|▎         | 965/33666 [00:35<20:14, 26.92it/s, loss=4.11, v_num=0]
    Epoch 2:   3%|▎         | 966/33666 [00:35<20:14, 26.92it/s, loss=4.11, v_num=0]
    Epoch 2:   3%|▎         | 966/33666 [00:35<20:14, 26.92it/s, loss=4.01, v_num=0]
    Epoch 2:   3%|▎         | 967/33666 [00:35<20:14, 26.92it/s, loss=4.01, v_num=0]
    Epoch 2:   3%|▎         | 967/33666 [00:35<20:14, 26.92it/s, loss=4.03, v_num=0]
    Epoch 2:   3%|▎         | 968/33666 [00:35<20:14, 26.92it/s, loss=4.03, v_num=0]
    Epoch 2:   3%|▎         | 968/33666 [00:35<20:14, 26.92it/s, loss=4, v_num=0]   
    Epoch 2:   3%|▎         | 969/33666 [00:35<20:14, 26.92it/s, loss=4, v_num=0]
    Epoch 2:   3%|▎         | 969/33666 [00:35<20:14, 26.92it/s, loss=3.91, v_num=0]
    Epoch 2:   3%|▎         | 970/33666 [00:36<20:14, 26.92it/s, loss=3.91, v_num=0]
    Epoch 2:   3%|▎         | 970/33666 [00:36<20:14, 26.92it/s, loss=3.9, v_num=0] 
    Epoch 2:   3%|▎         | 971/33666 [00:36<20:14, 26.92it/s, loss=3.9, v_num=0]
    Epoch 2:   3%|▎         | 971/33666 [00:36<20:14, 26.92it/s, loss=3.97, v_num=0]
    Epoch 2:   3%|▎         | 972/33666 [00:36<20:14, 26.92it/s, loss=3.97, v_num=0]
    Epoch 2:   3%|▎         | 972/33666 [00:36<20:14, 26.92it/s, loss=3.99, v_num=0]
    Epoch 2:   3%|▎         | 973/33666 [00:36<20:14, 26.92it/s, loss=3.99, v_num=0]
    Epoch 2:   3%|▎         | 973/33666 [00:36<20:14, 26.92it/s, loss=3.93, v_num=0]
    Epoch 2:   3%|▎         | 974/33666 [00:36<20:14, 26.92it/s, loss=3.93, v_num=0]
    Epoch 2:   3%|▎         | 974/33666 [00:36<20:14, 26.92it/s, loss=3.96, v_num=0]
    Epoch 2:   3%|▎         | 975/33666 [00:36<20:14, 26.92it/s, loss=3.96, v_num=0]
    Epoch 2:   3%|▎         | 975/33666 [00:36<20:14, 26.92it/s, loss=3.88, v_num=0]
    Epoch 2:   3%|▎         | 976/33666 [00:36<20:14, 26.92it/s, loss=3.88, v_num=0]
    Epoch 2:   3%|▎         | 976/33666 [00:36<20:14, 26.92it/s, loss=3.89, v_num=0]
    Epoch 2:   3%|▎         | 977/33666 [00:36<20:14, 26.92it/s, loss=3.89, v_num=0]
    Epoch 2:   3%|▎         | 977/33666 [00:36<20:14, 26.92it/s, loss=4, v_num=0]   
    Epoch 2:   3%|▎         | 978/33666 [00:36<20:14, 26.92it/s, loss=4, v_num=0]
    Epoch 2:   3%|▎         | 978/33666 [00:36<20:14, 26.92it/s, loss=4.06, v_num=0]
    Epoch 2:   3%|▎         | 979/33666 [00:36<20:14, 26.92it/s, loss=4.06, v_num=0]
    Epoch 2:   3%|▎         | 979/33666 [00:36<20:14, 26.92it/s, loss=4.06, v_num=0]
    Epoch 2:   3%|▎         | 980/33666 [00:36<20:14, 26.92it/s, loss=4.06, v_num=0]
    Epoch 2:   3%|▎         | 980/33666 [00:36<20:14, 26.92it/s, loss=3.96, v_num=0]
    Epoch 2:   3%|▎         | 981/33666 [00:36<20:14, 26.92it/s, loss=3.96, v_num=0]
    Epoch 2:   3%|▎         | 981/33666 [00:36<20:14, 26.92it/s, loss=3.9, v_num=0] 
    Epoch 2:   3%|▎         | 982/33666 [00:36<20:13, 26.92it/s, loss=3.9, v_num=0]
    Epoch 2:   3%|▎         | 982/33666 [00:36<20:13, 26.92it/s, loss=3.91, v_num=0]
    Epoch 2:   3%|▎         | 983/33666 [00:36<20:13, 26.92it/s, loss=3.91, v_num=0]
    Epoch 2:   3%|▎         | 983/33666 [00:36<20:13, 26.92it/s, loss=3.99, v_num=0]
    Epoch 2:   3%|▎         | 984/33666 [00:36<20:13, 26.92it/s, loss=3.99, v_num=0]
    Epoch 2:   3%|▎         | 984/33666 [00:36<20:13, 26.92it/s, loss=3.95, v_num=0]
    Epoch 2:   3%|▎         | 985/33666 [00:36<20:13, 26.92it/s, loss=3.95, v_num=0]
    Epoch 2:   3%|▎         | 985/33666 [00:36<20:13, 26.92it/s, loss=3.92, v_num=0]
    Epoch 2:   3%|▎         | 986/33666 [00:36<20:14, 26.92it/s, loss=3.92, v_num=0]
    Epoch 2:   3%|▎         | 986/33666 [00:36<20:14, 26.92it/s, loss=3.94, v_num=0]
    Epoch 2:   3%|▎         | 987/33666 [00:36<20:13, 26.92it/s, loss=3.94, v_num=0]
    Epoch 2:   3%|▎         | 987/33666 [00:36<20:13, 26.92it/s, loss=3.94, v_num=0]
    Epoch 2:   3%|▎         | 988/33666 [00:36<20:13, 26.92it/s, loss=3.94, v_num=0]
    Epoch 2:   3%|▎         | 988/33666 [00:36<20:13, 26.92it/s, loss=3.92, v_num=0]
    Epoch 2:   3%|▎         | 989/33666 [00:36<20:13, 26.92it/s, loss=3.92, v_num=0]
    Epoch 2:   3%|▎         | 989/33666 [00:36<20:13, 26.92it/s, loss=3.92, v_num=0]
    Epoch 2:   3%|▎         | 990/33666 [00:36<20:13, 26.92it/s, loss=3.92, v_num=0]
    Epoch 2:   3%|▎         | 990/33666 [00:36<20:13, 26.92it/s, loss=3.94, v_num=0]
    Epoch 2:   3%|▎         | 991/33666 [00:36<20:13, 26.92it/s, loss=3.94, v_num=0]
    Epoch 2:   3%|▎         | 991/33666 [00:36<20:13, 26.92it/s, loss=3.96, v_num=0]
    Epoch 2:   3%|▎         | 992/33666 [00:36<20:13, 26.92it/s, loss=3.96, v_num=0]
    Epoch 2:   3%|▎         | 992/33666 [00:36<20:13, 26.92it/s, loss=3.98, v_num=0]
    Epoch 2:   3%|▎         | 993/33666 [00:36<20:13, 26.92it/s, loss=3.98, v_num=0]
    Epoch 2:   3%|▎         | 993/33666 [00:36<20:13, 26.92it/s, loss=3.99, v_num=0]
    Epoch 2:   3%|▎         | 994/33666 [00:36<20:13, 26.92it/s, loss=3.99, v_num=0]
    Epoch 2:   3%|▎         | 994/33666 [00:36<20:13, 26.92it/s, loss=3.97, v_num=0]
    Epoch 2:   3%|▎         | 995/33666 [00:36<20:13, 26.93it/s, loss=3.97, v_num=0]
    Epoch 2:   3%|▎         | 995/33666 [00:36<20:13, 26.92it/s, loss=3.91, v_num=0]
    Epoch 2:   3%|▎         | 996/33666 [00:36<20:13, 26.93it/s, loss=3.91, v_num=0]
    Epoch 2:   3%|▎         | 996/33666 [00:36<20:13, 26.93it/s, loss=3.98, v_num=0]
    Epoch 2:   3%|▎         | 997/33666 [00:37<20:13, 26.93it/s, loss=3.98, v_num=0]
    Epoch 2:   3%|▎         | 997/33666 [00:37<20:13, 26.93it/s, loss=3.84, v_num=0]
    Epoch 2:   3%|▎         | 998/33666 [00:37<20:13, 26.93it/s, loss=3.84, v_num=0]
    Epoch 2:   3%|▎         | 998/33666 [00:37<20:13, 26.93it/s, loss=3.75, v_num=0]
    Epoch 2:   3%|▎         | 999/33666 [00:37<20:13, 26.93it/s, loss=3.75, v_num=0]
    Epoch 2:   3%|▎         | 999/33666 [00:37<20:13, 26.93it/s, loss=3.68, v_num=0]
    Epoch 2:   3%|▎         | 1000/33666 [00:37<20:13, 26.93it/s, loss=3.68, v_num=0]
    Epoch 2:   3%|▎         | 1000/33666 [00:37<20:13, 26.93it/s, loss=3.62, v_num=0]
    Epoch 2:   3%|▎         | 1001/33666 [00:37<20:13, 26.93it/s, loss=3.62, v_num=0]
    Epoch 2:   3%|▎         | 1001/33666 [00:37<20:13, 26.93it/s, loss=3.64, v_num=0]
    Epoch 2:   3%|▎         | 1002/33666 [00:37<20:12, 26.93it/s, loss=3.64, v_num=0]
    Epoch 2:   3%|▎         | 1002/33666 [00:37<20:12, 26.93it/s, loss=3.52, v_num=0]
    Epoch 2:   3%|▎         | 1003/33666 [00:37<20:12, 26.93it/s, loss=3.52, v_num=0]
    Epoch 2:   3%|▎         | 1003/33666 [00:37<20:12, 26.93it/s, loss=3.5, v_num=0] 
    Epoch 2:   3%|▎         | 1004/33666 [00:37<20:12, 26.93it/s, loss=3.5, v_num=0]
    Epoch 2:   3%|▎         | 1004/33666 [00:37<20:12, 26.93it/s, loss=3.52, v_num=0]
    Epoch 2:   3%|▎         | 1005/33666 [00:37<20:12, 26.93it/s, loss=3.52, v_num=0]
    Epoch 2:   3%|▎         | 1005/33666 [00:37<20:12, 26.93it/s, loss=3.54, v_num=0]
    Epoch 2:   3%|▎         | 1006/33666 [00:37<20:12, 26.93it/s, loss=3.54, v_num=0]
    Epoch 2:   3%|▎         | 1006/33666 [00:37<20:13, 26.92it/s, loss=3.53, v_num=0]
    Epoch 2:   3%|▎         | 1007/33666 [00:37<20:13, 26.92it/s, loss=3.53, v_num=0]
    Epoch 2:   3%|▎         | 1007/33666 [00:37<20:13, 26.92it/s, loss=3.55, v_num=0]
    Epoch 2:   3%|▎         | 1008/33666 [00:37<20:12, 26.92it/s, loss=3.55, v_num=0]
    Epoch 2:   3%|▎         | 1008/33666 [00:37<20:12, 26.92it/s, loss=3.6, v_num=0] 
    Epoch 2:   3%|▎         | 1009/33666 [00:37<20:12, 26.93it/s, loss=3.6, v_num=0]
    Epoch 2:   3%|▎         | 1009/33666 [00:37<20:12, 26.92it/s, loss=3.55, v_num=0]
    Epoch 2:   3%|▎         | 1010/33666 [00:37<20:12, 26.93it/s, loss=3.55, v_num=0]
    Epoch 2:   3%|▎         | 1010/33666 [00:37<20:12, 26.93it/s, loss=3.57, v_num=0]
    Epoch 2:   3%|▎         | 1011/33666 [00:37<20:12, 26.93it/s, loss=3.57, v_num=0]
    Epoch 2:   3%|▎         | 1011/33666 [00:37<20:12, 26.93it/s, loss=3.55, v_num=0]
    Epoch 2:   3%|▎         | 1012/33666 [00:37<20:12, 26.93it/s, loss=3.55, v_num=0]
    Epoch 2:   3%|▎         | 1012/33666 [00:37<20:12, 26.93it/s, loss=3.62, v_num=0]
    Epoch 2:   3%|▎         | 1013/33666 [00:37<20:12, 26.93it/s, loss=3.62, v_num=0]
    Epoch 2:   3%|▎         | 1013/33666 [00:37<20:12, 26.93it/s, loss=3.6, v_num=0] 
    Epoch 2:   3%|▎         | 1014/33666 [00:37<20:12, 26.93it/s, loss=3.6, v_num=0]
    Epoch 2:   3%|▎         | 1014/33666 [00:37<20:12, 26.93it/s, loss=3.6, v_num=0]
    Epoch 2:   3%|▎         | 1015/33666 [00:37<20:12, 26.93it/s, loss=3.6, v_num=0]
    Epoch 2:   3%|▎         | 1015/33666 [00:37<20:12, 26.93it/s, loss=3.63, v_num=0]
    Epoch 2:   3%|▎         | 1016/33666 [00:37<20:12, 26.93it/s, loss=3.63, v_num=0]
    Epoch 2:   3%|▎         | 1016/33666 [00:37<20:12, 26.93it/s, loss=3.63, v_num=0]
    Epoch 2:   3%|▎         | 1017/33666 [00:37<20:12, 26.93it/s, loss=3.63, v_num=0]
    Epoch 2:   3%|▎         | 1017/33666 [00:37<20:12, 26.93it/s, loss=3.68, v_num=0]
    Epoch 2:   3%|▎         | 1018/33666 [00:37<20:12, 26.93it/s, loss=3.68, v_num=0]
    Epoch 2:   3%|▎         | 1018/33666 [00:37<20:12, 26.93it/s, loss=3.7, v_num=0] 
    Epoch 2:   3%|▎         | 1019/33666 [00:37<20:12, 26.93it/s, loss=3.7, v_num=0]
    Epoch 2:   3%|▎         | 1019/33666 [00:37<20:12, 26.93it/s, loss=3.77, v_num=0]
    Epoch 2:   3%|▎         | 1020/33666 [00:37<20:12, 26.93it/s, loss=3.77, v_num=0]
    Epoch 2:   3%|▎         | 1020/33666 [00:37<20:12, 26.93it/s, loss=3.86, v_num=0]
    Epoch 2:   3%|▎         | 1021/33666 [00:37<20:12, 26.93it/s, loss=3.86, v_num=0]
    Epoch 2:   3%|▎         | 1021/33666 [00:37<20:12, 26.93it/s, loss=3.85, v_num=0]
    Epoch 2:   3%|▎         | 1022/33666 [00:37<20:12, 26.92it/s, loss=3.85, v_num=0]
    Epoch 2:   3%|▎         | 1022/33666 [00:37<20:12, 26.92it/s, loss=3.85, v_num=0]
    Epoch 2:   3%|▎         | 1023/33666 [00:37<20:12, 26.92it/s, loss=3.85, v_num=0]
    Epoch 2:   3%|▎         | 1023/33666 [00:37<20:12, 26.92it/s, loss=3.9, v_num=0] 
    Epoch 2:   3%|▎         | 1024/33666 [00:38<20:12, 26.92it/s, loss=3.9, v_num=0]
    Epoch 2:   3%|▎         | 1024/33666 [00:38<20:12, 26.92it/s, loss=3.82, v_num=0]
    Epoch 2:   3%|▎         | 1025/33666 [00:38<20:12, 26.92it/s, loss=3.82, v_num=0]
    Epoch 2:   3%|▎         | 1025/33666 [00:38<20:12, 26.92it/s, loss=3.84, v_num=0]
    Epoch 2:   3%|▎         | 1026/33666 [00:38<20:12, 26.92it/s, loss=3.84, v_num=0]
    Epoch 2:   3%|▎         | 1026/33666 [00:38<20:12, 26.92it/s, loss=3.81, v_num=0]
    Epoch 2:   3%|▎         | 1027/33666 [00:38<20:12, 26.93it/s, loss=3.81, v_num=0]
    Epoch 2:   3%|▎         | 1027/33666 [00:38<20:12, 26.92it/s, loss=3.85, v_num=0]
    Epoch 2:   3%|▎         | 1028/33666 [00:38<20:12, 26.92it/s, loss=3.85, v_num=0]
    Epoch 2:   3%|▎         | 1028/33666 [00:38<20:12, 26.92it/s, loss=3.83, v_num=0]
    Epoch 2:   3%|▎         | 1029/33666 [00:38<20:12, 26.92it/s, loss=3.83, v_num=0]
    Epoch 2:   3%|▎         | 1029/33666 [00:38<20:12, 26.92it/s, loss=3.84, v_num=0]
    Epoch 2:   3%|▎         | 1030/33666 [00:38<20:12, 26.91it/s, loss=3.84, v_num=0]
    Epoch 2:   3%|▎         | 1030/33666 [00:38<20:12, 26.91it/s, loss=3.85, v_num=0]
    Epoch 2:   3%|▎         | 1031/33666 [00:38<20:12, 26.92it/s, loss=3.85, v_num=0]
    Epoch 2:   3%|▎         | 1031/33666 [00:38<20:12, 26.91it/s, loss=3.8, v_num=0] 
    Epoch 2:   3%|▎         | 1032/33666 [00:38<20:12, 26.91it/s, loss=3.8, v_num=0]
    Epoch 2:   3%|▎         | 1032/33666 [00:38<20:12, 26.91it/s, loss=3.65, v_num=0]
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    Epoch 2:   3%|▎         | 1033/33666 [00:38<20:12, 26.91it/s, loss=3.67, v_num=0]
    Epoch 2:   3%|▎         | 1034/33666 [00:38<20:12, 26.91it/s, loss=3.67, v_num=0]
    Epoch 2:   3%|▎         | 1034/33666 [00:38<20:12, 26.91it/s, loss=3.72, v_num=0]
    Epoch 2:   3%|▎         | 1035/33666 [00:38<20:12, 26.91it/s, loss=3.72, v_num=0]
    Epoch 2:   3%|▎         | 1035/33666 [00:38<20:12, 26.91it/s, loss=3.72, v_num=0]
    Epoch 2:   3%|▎         | 1036/33666 [00:38<20:12, 26.91it/s, loss=3.72, v_num=0]
    Epoch 2:   3%|▎         | 1036/33666 [00:38<20:12, 26.91it/s, loss=3.8, v_num=0] 
    Epoch 2:   3%|▎         | 1037/33666 [00:38<20:12, 26.90it/s, loss=3.8, v_num=0]
    Epoch 2:   3%|▎         | 1037/33666 [00:38<20:12, 26.90it/s, loss=3.77, v_num=0]
    Epoch 2:   3%|▎         | 1038/33666 [00:38<20:12, 26.90it/s, loss=3.77, v_num=0]
    Epoch 2:   3%|▎         | 1038/33666 [00:38<20:12, 26.90it/s, loss=3.76, v_num=0]
    Epoch 2:   3%|▎         | 1039/33666 [00:38<20:13, 26.90it/s, loss=3.76, v_num=0]
    Epoch 2:   3%|▎         | 1039/33666 [00:38<20:13, 26.90it/s, loss=3.74, v_num=0]
    Epoch 2:   3%|▎         | 1040/33666 [00:38<20:13, 26.89it/s, loss=3.74, v_num=0]
    Epoch 2:   3%|▎         | 1040/33666 [00:38<20:13, 26.89it/s, loss=3.72, v_num=0]
    Epoch 2:   3%|▎         | 1041/33666 [00:38<20:12, 26.90it/s, loss=3.72, v_num=0]
    Epoch 2:   3%|▎         | 1041/33666 [00:38<20:12, 26.90it/s, loss=3.75, v_num=0]
    Epoch 2:   3%|▎         | 1042/33666 [00:38<20:13, 26.89it/s, loss=3.75, v_num=0]
    Epoch 2:   3%|▎         | 1042/33666 [00:38<20:13, 26.89it/s, loss=3.72, v_num=0]
    Epoch 2:   3%|▎         | 1043/33666 [00:38<20:13, 26.89it/s, loss=3.72, v_num=0]
    Epoch 2:   3%|▎         | 1043/33666 [00:38<20:13, 26.89it/s, loss=3.61, v_num=0]
    Epoch 2:   3%|▎         | 1044/33666 [00:38<20:13, 26.89it/s, loss=3.61, v_num=0]
    Epoch 2:   3%|▎         | 1044/33666 [00:38<20:13, 26.89it/s, loss=3.62, v_num=0]
    Epoch 2:   3%|▎         | 1045/33666 [00:38<20:13, 26.88it/s, loss=3.62, v_num=0]
    Epoch 2:   3%|▎         | 1045/33666 [00:38<20:13, 26.88it/s, loss=3.68, v_num=0]
    Epoch 2:   3%|▎         | 1046/33666 [00:38<20:13, 26.88it/s, loss=3.68, v_num=0]
    Epoch 2:   3%|▎         | 1046/33666 [00:38<20:13, 26.88it/s, loss=3.74, v_num=0]
    Epoch 2:   3%|▎         | 1047/33666 [00:38<20:13, 26.88it/s, loss=3.74, v_num=0]
    Epoch 2:   3%|▎         | 1047/33666 [00:38<20:13, 26.88it/s, loss=3.66, v_num=0]
    Epoch 2:   3%|▎         | 1048/33666 [00:38<20:13, 26.87it/s, loss=3.66, v_num=0]
    Epoch 2:   3%|▎         | 1048/33666 [00:38<20:13, 26.87it/s, loss=3.62, v_num=0]
    Epoch 2:   3%|▎         | 1049/33666 [00:39<20:13, 26.87it/s, loss=3.62, v_num=0]
    Epoch 2:   3%|▎         | 1049/33666 [00:39<20:13, 26.87it/s, loss=3.65, v_num=0]
    Epoch 2:   3%|▎         | 1050/33666 [00:39<20:13, 26.88it/s, loss=3.65, v_num=0]
    Epoch 2:   3%|▎         | 1050/33666 [00:39<20:13, 26.88it/s, loss=3.61, v_num=0]
    Epoch 2:   3%|▎         | 1051/33666 [00:39<20:13, 26.88it/s, loss=3.61, v_num=0]
    Epoch 2:   3%|▎         | 1051/33666 [00:39<20:13, 26.88it/s, loss=3.63, v_num=0]
    Epoch 2:   3%|▎         | 1052/33666 [00:39<20:13, 26.88it/s, loss=3.63, v_num=0]
    Epoch 2:   3%|▎         | 1052/33666 [00:39<20:13, 26.88it/s, loss=3.64, v_num=0]
    Epoch 2:   3%|▎         | 1053/33666 [00:39<20:13, 26.88it/s, loss=3.64, v_num=0]
    Epoch 2:   3%|▎         | 1053/33666 [00:39<20:13, 26.88it/s, loss=3.66, v_num=0]
    Epoch 2:   3%|▎         | 1054/33666 [00:39<20:13, 26.88it/s, loss=3.66, v_num=0]
    Epoch 2:   3%|▎         | 1054/33666 [00:39<20:13, 26.88it/s, loss=3.68, v_num=0]
    Epoch 2:   3%|▎         | 1055/33666 [00:39<20:13, 26.88it/s, loss=3.68, v_num=0]
    Epoch 2:   3%|▎         | 1055/33666 [00:39<20:13, 26.88it/s, loss=3.62, v_num=0]
    Epoch 2:   3%|▎         | 1056/33666 [00:39<20:13, 26.88it/s, loss=3.62, v_num=0]
    Epoch 2:   3%|▎         | 1056/33666 [00:39<20:13, 26.88it/s, loss=3.56, v_num=0]
    Epoch 2:   3%|▎         | 1057/33666 [00:39<20:13, 26.88it/s, loss=3.56, v_num=0]
    Epoch 2:   3%|▎         | 1057/33666 [00:39<20:13, 26.88it/s, loss=3.62, v_num=0]
    Epoch 2:   3%|▎         | 1058/33666 [00:39<20:12, 26.88it/s, loss=3.62, v_num=0]
    Epoch 2:   3%|▎         | 1058/33666 [00:39<20:12, 26.88it/s, loss=3.63, v_num=0]
    Epoch 2:   3%|▎         | 1059/33666 [00:39<20:12, 26.88it/s, loss=3.63, v_num=0]
    Epoch 2:   3%|▎         | 1059/33666 [00:39<20:12, 26.88it/s, loss=3.63, v_num=0]
    Epoch 2:   3%|▎         | 1060/33666 [00:39<20:12, 26.88it/s, loss=3.63, v_num=0]
    Epoch 2:   3%|▎         | 1060/33666 [00:39<20:12, 26.88it/s, loss=3.64, v_num=0]
    Epoch 2:   3%|▎         | 1061/33666 [00:39<20:12, 26.89it/s, loss=3.64, v_num=0]
    Epoch 2:   3%|▎         | 1061/33666 [00:39<20:12, 26.89it/s, loss=3.55, v_num=0]
    Epoch 2:   3%|▎         | 1062/33666 [00:39<20:12, 26.88it/s, loss=3.55, v_num=0]
    Epoch 2:   3%|▎         | 1062/33666 [00:39<20:12, 26.88it/s, loss=3.56, v_num=0]
    Epoch 2:   3%|▎         | 1063/33666 [00:39<20:12, 26.88it/s, loss=3.56, v_num=0]
    Epoch 2:   3%|▎         | 1063/33666 [00:39<20:12, 26.88it/s, loss=3.63, v_num=0]
    Epoch 2:   3%|▎         | 1064/33666 [00:39<20:12, 26.88it/s, loss=3.63, v_num=0]
    Epoch 2:   3%|▎         | 1064/33666 [00:39<20:12, 26.88it/s, loss=3.64, v_num=0]
    Epoch 2:   3%|▎         | 1065/33666 [00:39<20:12, 26.89it/s, loss=3.64, v_num=0]
    Epoch 2:   3%|▎         | 1065/33666 [00:39<20:12, 26.89it/s, loss=3.58, v_num=0]
    Epoch 2:   3%|▎         | 1066/33666 [00:39<20:12, 26.89it/s, loss=3.58, v_num=0]
    Epoch 2:   3%|▎         | 1066/33666 [00:39<20:12, 26.89it/s, loss=3.53, v_num=0]
    Epoch 2:   3%|▎         | 1067/33666 [00:39<20:12, 26.89it/s, loss=3.53, v_num=0]
    Epoch 2:   3%|▎         | 1067/33666 [00:39<20:12, 26.89it/s, loss=3.46, v_num=0]
    Epoch 2:   3%|▎         | 1068/33666 [00:39<20:12, 26.89it/s, loss=3.46, v_num=0]
    Epoch 2:   3%|▎         | 1068/33666 [00:39<20:12, 26.89it/s, loss=3.57, v_num=0]
    Epoch 2:   3%|▎         | 1069/33666 [00:39<20:12, 26.89it/s, loss=3.57, v_num=0]
    Epoch 2:   3%|▎         | 1069/33666 [00:39<20:12, 26.89it/s, loss=3.58, v_num=0]
    Epoch 2:   3%|▎         | 1070/33666 [00:39<20:12, 26.89it/s, loss=3.58, v_num=0]
    Epoch 2:   3%|▎         | 1070/33666 [00:39<20:12, 26.89it/s, loss=3.58, v_num=0]
    Epoch 2:   3%|▎         | 1071/33666 [00:39<20:12, 26.89it/s, loss=3.58, v_num=0]
    Epoch 2:   3%|▎         | 1071/33666 [00:39<20:12, 26.89it/s, loss=3.62, v_num=0]
    Epoch 2:   3%|▎         | 1072/33666 [00:39<20:12, 26.89it/s, loss=3.62, v_num=0]
    Epoch 2:   3%|▎         | 1072/33666 [00:39<20:12, 26.89it/s, loss=3.67, v_num=0]
    Epoch 2:   3%|▎         | 1073/33666 [00:39<20:12, 26.89it/s, loss=3.67, v_num=0]
    Epoch 2:   3%|▎         | 1073/33666 [00:39<20:12, 26.89it/s, loss=3.59, v_num=0]
    Epoch 2:   3%|▎         | 1074/33666 [00:39<20:11, 26.89it/s, loss=3.59, v_num=0]
    Epoch 2:   3%|▎         | 1074/33666 [00:39<20:11, 26.89it/s, loss=3.57, v_num=0]
    Epoch 2:   3%|▎         | 1075/33666 [00:39<20:11, 26.89it/s, loss=3.57, v_num=0]
    Epoch 2:   3%|▎         | 1075/33666 [00:39<20:11, 26.89it/s, loss=3.59, v_num=0]
    Epoch 2:   3%|▎         | 1076/33666 [00:40<20:11, 26.89it/s, loss=3.59, v_num=0]
    Epoch 2:   3%|▎         | 1076/33666 [00:40<20:11, 26.89it/s, loss=3.63, v_num=0]
    Epoch 2:   3%|▎         | 1077/33666 [00:40<20:11, 26.89it/s, loss=3.63, v_num=0]
    Epoch 2:   3%|▎         | 1077/33666 [00:40<20:11, 26.89it/s, loss=3.62, v_num=0]
    Epoch 2:   3%|▎         | 1078/33666 [00:40<20:11, 26.89it/s, loss=3.62, v_num=0]
    Epoch 2:   3%|▎         | 1078/33666 [00:40<20:11, 26.89it/s, loss=3.7, v_num=0] 
    Epoch 2:   3%|▎         | 1079/33666 [00:40<20:11, 26.89it/s, loss=3.7, v_num=0]
    Epoch 2:   3%|▎         | 1079/33666 [00:40<20:11, 26.89it/s, loss=3.73, v_num=0]
    Epoch 2:   3%|▎         | 1080/33666 [00:40<20:11, 26.89it/s, loss=3.73, v_num=0]
    Epoch 2:   3%|▎         | 1080/33666 [00:40<20:11, 26.89it/s, loss=3.73, v_num=0]
    Epoch 2:   3%|▎         | 1081/33666 [00:40<20:11, 26.89it/s, loss=3.73, v_num=0]
    Epoch 2:   3%|▎         | 1081/33666 [00:40<20:11, 26.89it/s, loss=3.82, v_num=0]
    Epoch 2:   3%|▎         | 1082/33666 [00:40<20:11, 26.89it/s, loss=3.82, v_num=0]
    Epoch 2:   3%|▎         | 1082/33666 [00:40<20:11, 26.89it/s, loss=3.85, v_num=0]
    Epoch 2:   3%|▎         | 1083/33666 [00:40<20:11, 26.90it/s, loss=3.85, v_num=0]
    Epoch 2:   3%|▎         | 1083/33666 [00:40<20:11, 26.89it/s, loss=3.82, v_num=0]
    Epoch 2:   3%|▎         | 1084/33666 [00:40<20:11, 26.89it/s, loss=3.82, v_num=0]
    Epoch 2:   3%|▎         | 1084/33666 [00:40<20:11, 26.89it/s, loss=3.78, v_num=0]
    Epoch 2:   3%|▎         | 1085/33666 [00:40<20:11, 26.90it/s, loss=3.78, v_num=0]
    Epoch 2:   3%|▎         | 1085/33666 [00:40<20:11, 26.90it/s, loss=3.76, v_num=0]
    Epoch 2:   3%|▎         | 1086/33666 [00:40<20:11, 26.90it/s, loss=3.76, v_num=0]
    Epoch 2:   3%|▎         | 1086/33666 [00:40<20:11, 26.90it/s, loss=3.83, v_num=0]
    Epoch 2:   3%|▎         | 1087/33666 [00:40<20:11, 26.90it/s, loss=3.83, v_num=0]
    Epoch 2:   3%|▎         | 1087/33666 [00:40<20:11, 26.90it/s, loss=3.87, v_num=0]
    Epoch 2:   3%|▎         | 1088/33666 [00:40<20:11, 26.90it/s, loss=3.87, v_num=0]
    Epoch 2:   3%|▎         | 1088/33666 [00:40<20:11, 26.90it/s, loss=3.78, v_num=0]
    Epoch 2:   3%|▎         | 1089/33666 [00:40<20:10, 26.90it/s, loss=3.78, v_num=0]
    Epoch 2:   3%|▎         | 1089/33666 [00:40<20:10, 26.90it/s, loss=3.75, v_num=0]
    Epoch 2:   3%|▎         | 1090/33666 [00:40<20:10, 26.90it/s, loss=3.75, v_num=0]
    Epoch 2:   3%|▎         | 1090/33666 [00:40<20:10, 26.90it/s, loss=3.75, v_num=0]
    Epoch 2:   3%|▎         | 1091/33666 [00:40<20:10, 26.90it/s, loss=3.75, v_num=0]
    Epoch 2:   3%|▎         | 1091/33666 [00:40<20:10, 26.90it/s, loss=3.66, v_num=0]
    Epoch 2:   3%|▎         | 1092/33666 [00:40<20:10, 26.91it/s, loss=3.66, v_num=0]
    Epoch 2:   3%|▎         | 1092/33666 [00:40<20:10, 26.91it/s, loss=3.6, v_num=0] 
    Epoch 2:   3%|▎         | 1093/33666 [00:40<20:10, 26.91it/s, loss=3.6, v_num=0]
    Epoch 2:   3%|▎         | 1093/33666 [00:40<20:10, 26.91it/s, loss=3.57, v_num=0]
    Epoch 2:   3%|▎         | 1094/33666 [00:40<20:10, 26.91it/s, loss=3.57, v_num=0]
    Epoch 2:   3%|▎         | 1094/33666 [00:40<20:10, 26.91it/s, loss=3.54, v_num=0]
    Epoch 2:   3%|▎         | 1095/33666 [00:40<20:10, 26.91it/s, loss=3.54, v_num=0]
    Epoch 2:   3%|▎         | 1095/33666 [00:40<20:10, 26.91it/s, loss=3.6, v_num=0] 
    Epoch 2:   3%|▎         | 1096/33666 [00:40<20:10, 26.91it/s, loss=3.6, v_num=0]
    Epoch 2:   3%|▎         | 1096/33666 [00:40<20:10, 26.91it/s, loss=3.57, v_num=0]
    Epoch 2:   3%|▎         | 1097/33666 [00:40<20:10, 26.91it/s, loss=3.57, v_num=0]
    Epoch 2:   3%|▎         | 1097/33666 [00:40<20:10, 26.91it/s, loss=3.55, v_num=0]
    Epoch 2:   3%|▎         | 1098/33666 [00:40<20:10, 26.91it/s, loss=3.55, v_num=0]
    Epoch 2:   3%|▎         | 1098/33666 [00:40<20:10, 26.91it/s, loss=3.49, v_num=0]
    Epoch 2:   3%|▎         | 1099/33666 [00:40<20:10, 26.91it/s, loss=3.49, v_num=0]
    Epoch 2:   3%|▎         | 1099/33666 [00:40<20:10, 26.91it/s, loss=3.4, v_num=0] 
    Epoch 2:   3%|▎         | 1100/33666 [00:40<20:10, 26.91it/s, loss=3.4, v_num=0]
    Epoch 2:   3%|▎         | 1100/33666 [00:40<20:10, 26.91it/s, loss=3.39, v_num=0]
    Epoch 2:   3%|▎         | 1101/33666 [00:40<20:10, 26.91it/s, loss=3.39, v_num=0]
    Epoch 2:   3%|▎         | 1101/33666 [00:40<20:10, 26.91it/s, loss=3.4, v_num=0] 
    Epoch 2:   3%|▎         | 1102/33666 [00:40<20:10, 26.91it/s, loss=3.4, v_num=0]
    Epoch 2:   3%|▎         | 1102/33666 [00:40<20:10, 26.91it/s, loss=3.39, v_num=0]
    Epoch 2:   3%|▎         | 1103/33666 [00:40<20:09, 26.91it/s, loss=3.39, v_num=0]
    Epoch 2:   3%|▎         | 1103/33666 [00:40<20:09, 26.91it/s, loss=3.41, v_num=0]
    Epoch 2:   3%|▎         | 1104/33666 [00:41<20:09, 26.91it/s, loss=3.41, v_num=0]
    Epoch 2:   3%|▎         | 1104/33666 [00:41<20:09, 26.91it/s, loss=3.54, v_num=0]
    Epoch 2:   3%|▎         | 1105/33666 [00:41<20:09, 26.92it/s, loss=3.54, v_num=0]
    Epoch 2:   3%|▎         | 1105/33666 [00:41<20:09, 26.92it/s, loss=3.55, v_num=0]
    Epoch 2:   3%|▎         | 1106/33666 [00:41<20:09, 26.92it/s, loss=3.55, v_num=0]
    Epoch 2:   3%|▎         | 1106/33666 [00:41<20:09, 26.92it/s, loss=3.61, v_num=0]
    Epoch 2:   3%|▎         | 1107/33666 [00:41<20:09, 26.92it/s, loss=3.61, v_num=0]
    Epoch 2:   3%|▎         | 1107/33666 [00:41<20:09, 26.92it/s, loss=3.65, v_num=0]
    Epoch 2:   3%|▎         | 1108/33666 [00:41<20:09, 26.92it/s, loss=3.65, v_num=0]
    Epoch 2:   3%|▎         | 1108/33666 [00:41<20:09, 26.92it/s, loss=3.7, v_num=0] 
    Epoch 2:   3%|▎         | 1109/33666 [00:41<20:09, 26.92it/s, loss=3.7, v_num=0]
    Epoch 2:   3%|▎         | 1109/33666 [00:41<20:09, 26.92it/s, loss=3.68, v_num=0]
    Epoch 2:   3%|▎         | 1110/33666 [00:41<20:09, 26.92it/s, loss=3.68, v_num=0]
    Epoch 2:   3%|▎         | 1110/33666 [00:41<20:09, 26.92it/s, loss=3.7, v_num=0] 
    Epoch 2:   3%|▎         | 1111/33666 [00:41<20:09, 26.92it/s, loss=3.7, v_num=0]
    Epoch 2:   3%|▎         | 1111/33666 [00:41<20:09, 26.92it/s, loss=3.73, v_num=0]
    Epoch 2:   3%|▎         | 1112/33666 [00:41<20:09, 26.92it/s, loss=3.73, v_num=0]
    Epoch 2:   3%|▎         | 1112/33666 [00:41<20:09, 26.92it/s, loss=3.74, v_num=0]
    Epoch 2:   3%|▎         | 1113/33666 [00:41<20:09, 26.92it/s, loss=3.74, v_num=0]
    Epoch 2:   3%|▎         | 1113/33666 [00:41<20:09, 26.92it/s, loss=3.83, v_num=0]
    Epoch 2:   3%|▎         | 1114/33666 [00:41<20:08, 26.93it/s, loss=3.83, v_num=0]
    Epoch 2:   3%|▎         | 1114/33666 [00:41<20:08, 26.93it/s, loss=3.84, v_num=0]
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    Epoch 2:   3%|▎         | 1128/33666 [00:41<20:08, 26.93it/s, loss=3.5, v_num=0]
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    Epoch 2:   3%|▎         | 1129/33666 [00:41<20:07, 26.94it/s, loss=3.5, v_num=0]
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    Epoch 2:   3%|▎         | 1137/33666 [00:42<20:07, 26.94it/s, loss=3.8, v_num=0]
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    Epoch 2:   3%|▎         | 1139/33666 [00:42<20:07, 26.94it/s, loss=3.79, v_num=0]
    Epoch 2:   3%|▎         | 1139/33666 [00:42<20:07, 26.94it/s, loss=3.86, v_num=0]
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    Epoch 2:   3%|▎         | 1141/33666 [00:42<20:07, 26.95it/s, loss=3.94, v_num=0]
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    Epoch 2:   3%|▎         | 1142/33666 [00:42<20:07, 26.94it/s, loss=3.91, v_num=0]
    Epoch 2:   3%|▎         | 1142/33666 [00:42<20:07, 26.94it/s, loss=3.96, v_num=0]
    Epoch 2:   3%|▎         | 1143/33666 [00:42<20:07, 26.94it/s, loss=3.96, v_num=0]
    Epoch 2:   3%|▎         | 1143/33666 [00:42<20:07, 26.94it/s, loss=3.89, v_num=0]
    Epoch 2:   3%|▎         | 1144/33666 [00:42<20:07, 26.94it/s, loss=3.89, v_num=0]
    Epoch 2:   3%|▎         | 1144/33666 [00:42<20:07, 26.94it/s, loss=3.84, v_num=0]
    Epoch 2:   3%|▎         | 1145/33666 [00:42<20:06, 26.95it/s, loss=3.84, v_num=0]
    Epoch 2:   3%|▎         | 1145/33666 [00:42<20:06, 26.95it/s, loss=3.81, v_num=0]
    Epoch 2:   3%|▎         | 1146/33666 [00:42<20:06, 26.95it/s, loss=3.81, v_num=0]
    Epoch 2:   3%|▎         | 1146/33666 [00:42<20:06, 26.95it/s, loss=3.84, v_num=0]
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    Epoch 2:   3%|▎         | 1148/33666 [00:42<20:06, 26.95it/s, loss=3.86, v_num=0]
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    Epoch 2:   3%|▎         | 1149/33666 [00:42<20:06, 26.95it/s, loss=3.81, v_num=0]
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    Epoch 2:   3%|▎         | 1151/33666 [00:42<20:06, 26.95it/s, loss=3.83, v_num=0]
    Epoch 2:   3%|▎         | 1152/33666 [00:42<20:06, 26.95it/s, loss=3.83, v_num=0]
    Epoch 2:   3%|▎         | 1152/33666 [00:42<20:06, 26.95it/s, loss=3.77, v_num=0]
    Epoch 2:   3%|▎         | 1153/33666 [00:42<20:06, 26.95it/s, loss=3.77, v_num=0]
    Epoch 2:   3%|▎         | 1153/33666 [00:42<20:06, 26.95it/s, loss=3.8, v_num=0] 
    Epoch 2:   3%|▎         | 1154/33666 [00:42<20:06, 26.95it/s, loss=3.8, v_num=0]
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    Epoch 2:   3%|▎         | 1156/33666 [00:42<20:06, 26.95it/s, loss=3.93, v_num=0]
    Epoch 2:   3%|▎         | 1157/33666 [00:42<20:06, 26.95it/s, loss=3.93, v_num=0]
    Epoch 2:   3%|▎         | 1157/33666 [00:42<20:06, 26.95it/s, loss=3.9, v_num=0] 
    Epoch 2:   3%|▎         | 1158/33666 [00:42<20:06, 26.95it/s, loss=3.9, v_num=0]
    Epoch 2:   3%|▎         | 1158/33666 [00:42<20:06, 26.95it/s, loss=3.89, v_num=0]
    Epoch 2:   3%|▎         | 1159/33666 [00:42<20:05, 26.95it/s, loss=3.89, v_num=0]
    Epoch 2:   3%|▎         | 1159/33666 [00:42<20:05, 26.95it/s, loss=3.81, v_num=0]
    Epoch 2:   3%|▎         | 1160/33666 [00:43<20:05, 26.96it/s, loss=3.81, v_num=0]
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    Epoch 2:   3%|▎         | 1161/33666 [00:43<20:05, 26.96it/s, loss=3.69, v_num=0]
    Epoch 2:   3%|▎         | 1162/33666 [00:43<20:05, 26.96it/s, loss=3.69, v_num=0]
    Epoch 2:   3%|▎         | 1162/33666 [00:43<20:05, 26.96it/s, loss=3.81, v_num=0]
    Epoch 2:   3%|▎         | 1163/33666 [00:43<20:05, 26.96it/s, loss=3.81, v_num=0]
    Epoch 2:   3%|▎         | 1163/33666 [00:43<20:05, 26.96it/s, loss=3.71, v_num=0]
    Epoch 2:   3%|▎         | 1164/33666 [00:43<20:05, 26.96it/s, loss=3.71, v_num=0]
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    Epoch 2:   3%|▎         | 1165/33666 [00:43<20:05, 26.96it/s, loss=3.75, v_num=0]
    Epoch 2:   3%|▎         | 1165/33666 [00:43<20:05, 26.96it/s, loss=3.72, v_num=0]
    Epoch 2:   3%|▎         | 1166/33666 [00:43<20:05, 26.96it/s, loss=3.72, v_num=0]
    Epoch 2:   3%|▎         | 1166/33666 [00:43<20:05, 26.96it/s, loss=3.72, v_num=0]
    Epoch 2:   3%|▎         | 1167/33666 [00:43<20:05, 26.96it/s, loss=3.72, v_num=0]
    Epoch 2:   3%|▎         | 1167/33666 [00:43<20:05, 26.96it/s, loss=3.73, v_num=0]
    Epoch 2:   3%|▎         | 1168/33666 [00:43<20:05, 26.96it/s, loss=3.73, v_num=0]
    Epoch 2:   3%|▎         | 1168/33666 [00:43<20:05, 26.96it/s, loss=3.7, v_num=0] 
    Epoch 2:   3%|▎         | 1169/33666 [00:43<20:05, 26.96it/s, loss=3.7, v_num=0]
    Epoch 2:   3%|▎         | 1169/33666 [00:43<20:05, 26.96it/s, loss=3.66, v_num=0]
    Epoch 2:   3%|▎         | 1170/33666 [00:43<20:05, 26.96it/s, loss=3.66, v_num=0]
    Epoch 2:   3%|▎         | 1170/33666 [00:43<20:05, 26.96it/s, loss=3.68, v_num=0]
    Epoch 2:   3%|▎         | 1171/33666 [00:43<20:05, 26.96it/s, loss=3.68, v_num=0]
    Epoch 2:   3%|▎         | 1171/33666 [00:43<20:05, 26.96it/s, loss=3.72, v_num=0]
    Epoch 2:   3%|▎         | 1172/33666 [00:43<20:05, 26.96it/s, loss=3.72, v_num=0]
    Epoch 2:   3%|▎         | 1172/33666 [00:43<20:05, 26.96it/s, loss=3.74, v_num=0]
    Epoch 2:   3%|▎         | 1173/33666 [00:43<20:05, 26.96it/s, loss=3.74, v_num=0]
    Epoch 2:   3%|▎         | 1173/33666 [00:43<20:05, 26.96it/s, loss=3.67, v_num=0]
    Epoch 2:   3%|▎         | 1174/33666 [00:43<20:05, 26.95it/s, loss=3.67, v_num=0]
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    Epoch 2:   3%|▎         | 1175/33666 [00:43<20:05, 26.96it/s, loss=3.59, v_num=0]
    Epoch 2:   3%|▎         | 1175/33666 [00:43<20:05, 26.96it/s, loss=3.55, v_num=0]
    Epoch 2:   3%|▎         | 1176/33666 [00:43<20:05, 26.96it/s, loss=3.55, v_num=0]
    Epoch 2:   3%|▎         | 1176/33666 [00:43<20:05, 26.96it/s, loss=3.5, v_num=0] 
    Epoch 2:   3%|▎         | 1177/33666 [00:43<20:05, 26.96it/s, loss=3.5, v_num=0]
    Epoch 2:   3%|▎         | 1177/33666 [00:43<20:05, 26.96it/s, loss=3.6, v_num=0]
    Epoch 2:   3%|▎         | 1178/33666 [00:43<20:05, 26.96it/s, loss=3.6, v_num=0]
    Epoch 2:   3%|▎         | 1178/33666 [00:43<20:05, 26.96it/s, loss=3.52, v_num=0]
    Epoch 2:   4%|▎         | 1179/33666 [00:43<20:05, 26.96it/s, loss=3.52, v_num=0]
    Epoch 2:   4%|▎         | 1179/33666 [00:43<20:05, 26.96it/s, loss=3.55, v_num=0]
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    Epoch 2:   4%|▎         | 1181/33666 [00:43<20:04, 26.96it/s, loss=3.58, v_num=0]
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    Epoch 2:   4%|▎         | 1184/33666 [00:43<20:04, 26.96it/s, loss=3.6, v_num=0]
    Epoch 2:   4%|▎         | 1184/33666 [00:43<20:04, 26.96it/s, loss=3.63, v_num=0]
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    Epoch 2:   4%|▎         | 1196/33666 [00:44<20:04, 26.96it/s, loss=3.6, v_num=0]
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    Epoch 2:   4%|▎         | 1199/33666 [00:44<20:04, 26.96it/s, loss=3.72, v_num=0]
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    Epoch 2:   4%|▎         | 1202/33666 [00:44<20:04, 26.96it/s, loss=3.82, v_num=0]
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    Epoch 2:   4%|▎         | 1203/33666 [00:44<20:03, 26.96it/s, loss=3.87, v_num=0]
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    Epoch 2:   4%|▎         | 1204/33666 [00:44<20:04, 26.96it/s, loss=3.91, v_num=0]
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    Epoch 2:   4%|▎         | 1205/33666 [00:44<20:03, 26.96it/s, loss=3.89, v_num=0]
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    Epoch 2:   4%|▎         | 1206/33666 [00:44<20:03, 26.96it/s, loss=3.92, v_num=0]
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    Epoch 2:   4%|▎         | 1207/33666 [00:44<20:03, 26.96it/s, loss=3.93, v_num=0]
    Epoch 2:   4%|▎         | 1208/33666 [00:44<20:03, 26.96it/s, loss=3.93, v_num=0]
    Epoch 2:   4%|▎         | 1208/33666 [00:44<20:03, 26.96it/s, loss=3.84, v_num=0]
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    Epoch 2:   4%|▎         | 1209/33666 [00:44<20:03, 26.96it/s, loss=3.87, v_num=0]
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    Epoch 2:   4%|▎         | 1210/33666 [00:44<20:03, 26.96it/s, loss=3.93, v_num=0]
    Epoch 2:   4%|▎         | 1211/33666 [00:44<20:03, 26.96it/s, loss=3.93, v_num=0]
    Epoch 2:   4%|▎         | 1211/33666 [00:44<20:03, 26.96it/s, loss=3.93, v_num=0]
    Epoch 2:   4%|▎         | 1212/33666 [00:44<20:03, 26.96it/s, loss=3.93, v_num=0]
    Epoch 2:   4%|▎         | 1212/33666 [00:44<20:03, 26.96it/s, loss=3.88, v_num=0]
    Epoch 2:   4%|▎         | 1213/33666 [00:44<20:03, 26.96it/s, loss=3.88, v_num=0]
    Epoch 2:   4%|▎         | 1213/33666 [00:44<20:03, 26.96it/s, loss=3.97, v_num=0]
    Epoch 2:   4%|▎         | 1214/33666 [00:45<20:03, 26.96it/s, loss=3.97, v_num=0]
    Epoch 2:   4%|▎         | 1214/33666 [00:45<20:03, 26.96it/s, loss=3.94, v_num=0]
    Epoch 2:   4%|▎         | 1215/33666 [00:45<20:03, 26.96it/s, loss=3.94, v_num=0]
    Epoch 2:   4%|▎         | 1215/33666 [00:45<20:03, 26.96it/s, loss=3.86, v_num=0]
    Epoch 2:   4%|▎         | 1216/33666 [00:45<20:03, 26.97it/s, loss=3.86, v_num=0]
    Epoch 2:   4%|▎         | 1216/33666 [00:45<20:03, 26.97it/s, loss=3.89, v_num=0]
    Epoch 2:   4%|▎         | 1217/33666 [00:45<20:03, 26.97it/s, loss=3.89, v_num=0]
    Epoch 2:   4%|▎         | 1217/33666 [00:45<20:03, 26.97it/s, loss=3.83, v_num=0]
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    Epoch 2:   4%|▎         | 1218/33666 [00:45<20:03, 26.97it/s, loss=3.85, v_num=0]
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    Epoch 2:   4%|▎         | 1219/33666 [00:45<20:03, 26.97it/s, loss=3.75, v_num=0]
    Epoch 2:   4%|▎         | 1220/33666 [00:45<20:03, 26.97it/s, loss=3.75, v_num=0]
    Epoch 2:   4%|▎         | 1220/33666 [00:45<20:03, 26.97it/s, loss=3.75, v_num=0]
    Epoch 2:   4%|▎         | 1221/33666 [00:45<20:03, 26.97it/s, loss=3.75, v_num=0]
    Epoch 2:   4%|▎         | 1221/33666 [00:45<20:03, 26.97it/s, loss=3.69, v_num=0]
    Epoch 2:   4%|▎         | 1222/33666 [00:45<20:02, 26.97it/s, loss=3.69, v_num=0]
    Epoch 2:   4%|▎         | 1222/33666 [00:45<20:02, 26.97it/s, loss=3.58, v_num=0]
    Epoch 2:   4%|▎         | 1223/33666 [00:45<20:02, 26.97it/s, loss=3.58, v_num=0]
    Epoch 2:   4%|▎         | 1223/33666 [00:45<20:02, 26.97it/s, loss=3.55, v_num=0]
    Epoch 2:   4%|▎         | 1224/33666 [00:45<20:02, 26.97it/s, loss=3.55, v_num=0]
    Epoch 2:   4%|▎         | 1224/33666 [00:45<20:02, 26.97it/s, loss=3.51, v_num=0]
    Epoch 2:   4%|▎         | 1225/33666 [00:45<20:02, 26.97it/s, loss=3.51, v_num=0]
    Epoch 2:   4%|▎         | 1225/33666 [00:45<20:02, 26.97it/s, loss=3.58, v_num=0]
    Epoch 2:   4%|▎         | 1226/33666 [00:45<20:02, 26.97it/s, loss=3.58, v_num=0]
    Epoch 2:   4%|▎         | 1226/33666 [00:45<20:02, 26.97it/s, loss=3.56, v_num=0]
    Epoch 2:   4%|▎         | 1227/33666 [00:45<20:02, 26.97it/s, loss=3.56, v_num=0]
    Epoch 2:   4%|▎         | 1227/33666 [00:45<20:02, 26.97it/s, loss=3.52, v_num=0]
    Epoch 2:   4%|▎         | 1228/33666 [00:45<20:02, 26.97it/s, loss=3.52, v_num=0]
    Epoch 2:   4%|▎         | 1228/33666 [00:45<20:02, 26.97it/s, loss=3.53, v_num=0]
    Epoch 2:   4%|▎         | 1229/33666 [00:45<20:02, 26.97it/s, loss=3.53, v_num=0]
    Epoch 2:   4%|▎         | 1229/33666 [00:45<20:02, 26.97it/s, loss=3.58, v_num=0]
    Epoch 2:   4%|▎         | 1230/33666 [00:45<20:02, 26.97it/s, loss=3.58, v_num=0]
    Epoch 2:   4%|▎         | 1230/33666 [00:45<20:02, 26.97it/s, loss=3.56, v_num=0]
    Epoch 2:   4%|▎         | 1231/33666 [00:45<20:02, 26.97it/s, loss=3.56, v_num=0]
    Epoch 2:   4%|▎         | 1231/33666 [00:45<20:02, 26.97it/s, loss=3.6, v_num=0] 
    Epoch 2:   4%|▎         | 1232/33666 [00:45<20:02, 26.97it/s, loss=3.6, v_num=0]
    Epoch 2:   4%|▎         | 1232/33666 [00:45<20:02, 26.97it/s, loss=3.59, v_num=0]
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    Epoch 2:   4%|▎         | 1233/33666 [00:45<20:02, 26.97it/s, loss=3.63, v_num=0]
    Epoch 2:   4%|▎         | 1234/33666 [00:45<20:02, 26.97it/s, loss=3.63, v_num=0]
    Epoch 2:   4%|▎         | 1234/33666 [00:45<20:02, 26.97it/s, loss=3.64, v_num=0]
    Epoch 2:   4%|▎         | 1235/33666 [00:45<20:02, 26.97it/s, loss=3.64, v_num=0]
    Epoch 2:   4%|▎         | 1235/33666 [00:45<20:02, 26.97it/s, loss=3.72, v_num=0]
    Epoch 2:   4%|▎         | 1236/33666 [00:45<20:02, 26.97it/s, loss=3.72, v_num=0]
    Epoch 2:   4%|▎         | 1236/33666 [00:45<20:02, 26.97it/s, loss=3.64, v_num=0]
    Epoch 2:   4%|▎         | 1237/33666 [00:45<20:02, 26.97it/s, loss=3.64, v_num=0]
    Epoch 2:   4%|▎         | 1237/33666 [00:45<20:02, 26.97it/s, loss=3.67, v_num=0]
    Epoch 2:   4%|▎         | 1238/33666 [00:45<20:02, 26.97it/s, loss=3.67, v_num=0]
    Epoch 2:   4%|▎         | 1238/33666 [00:45<20:02, 26.97it/s, loss=3.75, v_num=0]
    Epoch 2:   4%|▎         | 1239/33666 [00:45<20:02, 26.97it/s, loss=3.75, v_num=0]
    Epoch 2:   4%|▎         | 1239/33666 [00:45<20:02, 26.97it/s, loss=3.79, v_num=0]
    Epoch 2:   4%|▎         | 1240/33666 [00:45<20:02, 26.97it/s, loss=3.79, v_num=0]
    Epoch 2:   4%|▎         | 1240/33666 [00:45<20:02, 26.97it/s, loss=3.83, v_num=0]
    Epoch 2:   4%|▎         | 1241/33666 [00:46<20:02, 26.97it/s, loss=3.83, v_num=0]
    Epoch 2:   4%|▎         | 1241/33666 [00:46<20:02, 26.97it/s, loss=3.82, v_num=0]
    Epoch 2:   4%|▎         | 1242/33666 [00:46<20:02, 26.97it/s, loss=3.82, v_num=0]
    Epoch 2:   4%|▎         | 1242/33666 [00:46<20:02, 26.97it/s, loss=3.84, v_num=0]
    Epoch 2:   4%|▎         | 1243/33666 [00:46<20:02, 26.97it/s, loss=3.84, v_num=0]
    Epoch 2:   4%|▎         | 1243/33666 [00:46<20:02, 26.97it/s, loss=3.85, v_num=0]
    Epoch 2:   4%|▎         | 1244/33666 [00:46<20:01, 26.98it/s, loss=3.85, v_num=0]
    Epoch 2:   4%|▎         | 1244/33666 [00:46<20:01, 26.97it/s, loss=3.84, v_num=0]
    Epoch 2:   4%|▎         | 1245/33666 [00:46<20:01, 26.98it/s, loss=3.84, v_num=0]
    Epoch 2:   4%|▎         | 1245/33666 [00:46<20:01, 26.98it/s, loss=3.89, v_num=0]
    Epoch 2:   4%|▎         | 1246/33666 [00:46<20:01, 26.98it/s, loss=3.89, v_num=0]
    Epoch 2:   4%|▎         | 1246/33666 [00:46<20:01, 26.98it/s, loss=3.84, v_num=0]
    Epoch 2:   4%|▎         | 1247/33666 [00:46<20:01, 26.98it/s, loss=3.84, v_num=0]
    Epoch 2:   4%|▎         | 1247/33666 [00:46<20:01, 26.98it/s, loss=3.88, v_num=0]
    Epoch 2:   4%|▎         | 1248/33666 [00:46<20:01, 26.98it/s, loss=3.88, v_num=0]
    Epoch 2:   4%|▎         | 1248/33666 [00:46<20:01, 26.98it/s, loss=3.89, v_num=0]
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    Epoch 2:   4%|▎         | 1249/33666 [00:46<20:01, 26.98it/s, loss=3.9, v_num=0] 
    Epoch 2:   4%|▎         | 1250/33666 [00:46<20:01, 26.98it/s, loss=3.9, v_num=0]
    Epoch 2:   4%|▎         | 1250/33666 [00:46<20:01, 26.98it/s, loss=3.79, v_num=0]
    Epoch 2:   4%|▎         | 1251/33666 [00:46<20:01, 26.98it/s, loss=3.79, v_num=0]
    Epoch 2:   4%|▎         | 1251/33666 [00:46<20:01, 26.98it/s, loss=3.8, v_num=0] 
    Epoch 2:   4%|▎         | 1252/33666 [00:46<20:01, 26.98it/s, loss=3.8, v_num=0]
    Epoch 2:   4%|▎         | 1252/33666 [00:46<20:01, 26.98it/s, loss=3.79, v_num=0]
    Epoch 2:   4%|▎         | 1253/33666 [00:46<20:01, 26.98it/s, loss=3.79, v_num=0]
    Epoch 2:   4%|▎         | 1253/33666 [00:46<20:01, 26.98it/s, loss=3.73, v_num=0]
    Epoch 2:   4%|▎         | 1254/33666 [00:46<20:01, 26.97it/s, loss=3.73, v_num=0]
    Epoch 2:   4%|▎         | 1254/33666 [00:46<20:01, 26.97it/s, loss=3.74, v_num=0]
    Epoch 2:   4%|▎         | 1255/33666 [00:46<20:01, 26.98it/s, loss=3.74, v_num=0]
    Epoch 2:   4%|▎         | 1255/33666 [00:46<20:01, 26.98it/s, loss=3.7, v_num=0] 
    Epoch 2:   4%|▎         | 1256/33666 [00:46<20:01, 26.98it/s, loss=3.7, v_num=0]
    Epoch 2:   4%|▎         | 1256/33666 [00:46<20:01, 26.98it/s, loss=3.83, v_num=0]
    Epoch 2:   4%|▎         | 1257/33666 [00:46<20:01, 26.98it/s, loss=3.83, v_num=0]
    Epoch 2:   4%|▎         | 1257/33666 [00:46<20:01, 26.98it/s, loss=3.87, v_num=0]
    Epoch 2:   4%|▎         | 1258/33666 [00:46<20:01, 26.98it/s, loss=3.87, v_num=0]
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    Epoch 2:   4%|▎         | 1259/33666 [00:46<20:01, 26.98it/s, loss=3.76, v_num=0]
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    Epoch 2:   4%|▎         | 1261/33666 [00:46<20:01, 26.98it/s, loss=3.75, v_num=0]
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    Epoch 2:   4%|▎         | 1262/33666 [00:46<20:01, 26.98it/s, loss=3.78, v_num=0]
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    Epoch 2:   4%|▍         | 1263/33666 [00:46<20:00, 26.98it/s, loss=3.81, v_num=0]
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    Epoch 2:   4%|▍         | 1264/33666 [00:46<20:00, 26.98it/s, loss=3.79, v_num=0]
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    Epoch 2:   4%|▍         | 1265/33666 [00:46<20:00, 26.98it/s, loss=3.83, v_num=0]
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    Epoch 2:   4%|▍         | 1272/33666 [00:47<20:00, 26.99it/s, loss=3.88, v_num=0]
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    Epoch 2:   5%|▌         | 1704/33666 [01:02<19:41, 27.05it/s, loss=3.68, v_num=0]
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    Epoch 2:   5%|▌         | 1706/33666 [01:03<19:41, 27.05it/s, loss=3.73, v_num=0]
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    Epoch 2:   5%|▌         | 1707/33666 [01:03<19:41, 27.05it/s, loss=3.64, v_num=0]
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    Epoch 2:   5%|▌         | 1708/33666 [01:03<19:41, 27.05it/s, loss=3.64, v_num=0]
    Epoch 2:   5%|▌         | 1709/33666 [01:03<19:41, 27.05it/s, loss=3.64, v_num=0]
    Epoch 2:   5%|▌         | 1709/33666 [01:03<19:41, 27.05it/s, loss=3.58, v_num=0]
    Epoch 2:   5%|▌         | 1710/33666 [01:03<19:41, 27.05it/s, loss=3.58, v_num=0]
    Epoch 2:   5%|▌         | 1710/33666 [01:03<19:41, 27.05it/s, loss=3.56, v_num=0]
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    Epoch 2:   5%|▌         | 1711/33666 [01:03<19:41, 27.05it/s, loss=3.55, v_num=0]
    Epoch 2:   5%|▌         | 1712/33666 [01:03<19:41, 27.05it/s, loss=3.55, v_num=0]
    Epoch 2:   5%|▌         | 1712/33666 [01:03<19:41, 27.05it/s, loss=3.56, v_num=0]
    Epoch 2:   5%|▌         | 1713/33666 [01:03<19:41, 27.05it/s, loss=3.56, v_num=0]
    Epoch 2:   5%|▌         | 1713/33666 [01:03<19:41, 27.05it/s, loss=3.52, v_num=0]
    Epoch 2:   5%|▌         | 1714/33666 [01:03<19:41, 27.05it/s, loss=3.52, v_num=0]
    Epoch 2:   5%|▌         | 1714/33666 [01:03<19:41, 27.05it/s, loss=3.49, v_num=0]
    Epoch 2:   5%|▌         | 1715/33666 [01:03<19:41, 27.05it/s, loss=3.49, v_num=0]
    Epoch 2:   5%|▌         | 1715/33666 [01:03<19:41, 27.05it/s, loss=3.43, v_num=0]
    Epoch 2:   5%|▌         | 1716/33666 [01:03<19:41, 27.05it/s, loss=3.43, v_num=0]
    Epoch 2:   5%|▌         | 1716/33666 [01:03<19:41, 27.05it/s, loss=3.32, v_num=0]
    Epoch 2:   5%|▌         | 1717/33666 [01:03<19:41, 27.05it/s, loss=3.32, v_num=0]
    Epoch 2:   5%|▌         | 1717/33666 [01:03<19:41, 27.05it/s, loss=3.29, v_num=0]
    Epoch 2:   5%|▌         | 1718/33666 [01:03<19:41, 27.05it/s, loss=3.29, v_num=0]
    Epoch 2:   5%|▌         | 1718/33666 [01:03<19:41, 27.05it/s, loss=3.36, v_num=0]
    Epoch 2:   5%|▌         | 1719/33666 [01:03<19:40, 27.05it/s, loss=3.36, v_num=0]
    Epoch 2:   5%|▌         | 1719/33666 [01:03<19:40, 27.05it/s, loss=3.3, v_num=0] 
    Epoch 2:   5%|▌         | 1720/33666 [01:03<19:40, 27.05it/s, loss=3.3, v_num=0]
    Epoch 2:   5%|▌         | 1720/33666 [01:03<19:40, 27.05it/s, loss=3.31, v_num=0]
    Epoch 2:   5%|▌         | 1721/33666 [01:03<19:40, 27.05it/s, loss=3.31, v_num=0]
    Epoch 2:   5%|▌         | 1721/33666 [01:03<19:40, 27.05it/s, loss=3.32, v_num=0]
    Epoch 2:   5%|▌         | 1722/33666 [01:03<19:40, 27.05it/s, loss=3.32, v_num=0]
    Epoch 2:   5%|▌         | 1722/33666 [01:03<19:40, 27.05it/s, loss=3.26, v_num=0]
    Epoch 2:   5%|▌         | 1723/33666 [01:03<19:40, 27.05it/s, loss=3.26, v_num=0]
    Epoch 2:   5%|▌         | 1723/33666 [01:03<19:40, 27.05it/s, loss=3.22, v_num=0]
    Epoch 2:   5%|▌         | 1724/33666 [01:03<19:40, 27.05it/s, loss=3.22, v_num=0]
    Epoch 2:   5%|▌         | 1724/33666 [01:03<19:40, 27.05it/s, loss=3.21, v_num=0]
    Epoch 2:   5%|▌         | 1725/33666 [01:03<19:40, 27.05it/s, loss=3.21, v_num=0]
    Epoch 2:   5%|▌         | 1725/33666 [01:03<19:40, 27.05it/s, loss=3.21, v_num=0]
    Epoch 2:   5%|▌         | 1726/33666 [01:03<19:40, 27.05it/s, loss=3.21, v_num=0]
    Epoch 2:   5%|▌         | 1726/33666 [01:03<19:40, 27.05it/s, loss=3.26, v_num=0]
    Epoch 2:   5%|▌         | 1727/33666 [01:03<19:40, 27.05it/s, loss=3.26, v_num=0]
    Epoch 2:   5%|▌         | 1727/33666 [01:03<19:40, 27.05it/s, loss=3.31, v_num=0]
    Epoch 2:   5%|▌         | 1728/33666 [01:03<19:40, 27.05it/s, loss=3.31, v_num=0]
    Epoch 2:   5%|▌         | 1728/33666 [01:03<19:40, 27.05it/s, loss=3.3, v_num=0] 
    Epoch 2:   5%|▌         | 1729/33666 [01:03<19:40, 27.05it/s, loss=3.3, v_num=0]
    Epoch 2:   5%|▌         | 1729/33666 [01:03<19:40, 27.05it/s, loss=3.29, v_num=0]
    Epoch 2:   5%|▌         | 1730/33666 [01:03<19:40, 27.05it/s, loss=3.29, v_num=0]
    Epoch 2:   5%|▌         | 1730/33666 [01:03<19:40, 27.05it/s, loss=3.26, v_num=0]
    Epoch 2:   5%|▌         | 1731/33666 [01:03<19:40, 27.05it/s, loss=3.26, v_num=0]
    Epoch 2:   5%|▌         | 1731/33666 [01:03<19:40, 27.05it/s, loss=3.22, v_num=0]
    Epoch 2:   5%|▌         | 1732/33666 [01:04<19:40, 27.05it/s, loss=3.22, v_num=0]
    Epoch 2:   5%|▌         | 1732/33666 [01:04<19:40, 27.05it/s, loss=3.33, v_num=0]
    Epoch 2:   5%|▌         | 1733/33666 [01:04<19:40, 27.05it/s, loss=3.33, v_num=0]
    Epoch 2:   5%|▌         | 1733/33666 [01:04<19:40, 27.05it/s, loss=3.36, v_num=0]
    Epoch 2:   5%|▌         | 1734/33666 [01:04<19:40, 27.05it/s, loss=3.36, v_num=0]
    Epoch 2:   5%|▌         | 1734/33666 [01:04<19:40, 27.05it/s, loss=3.37, v_num=0]
    Epoch 2:   5%|▌         | 1735/33666 [01:04<19:40, 27.05it/s, loss=3.37, v_num=0]
    Epoch 2:   5%|▌         | 1735/33666 [01:04<19:40, 27.05it/s, loss=3.38, v_num=0]
    Epoch 2:   5%|▌         | 1736/33666 [01:04<19:40, 27.05it/s, loss=3.38, v_num=0]
    Epoch 2:   5%|▌         | 1736/33666 [01:04<19:40, 27.05it/s, loss=3.42, v_num=0]
    Epoch 2:   5%|▌         | 1737/33666 [01:04<19:40, 27.05it/s, loss=3.42, v_num=0]
    Epoch 2:   5%|▌         | 1737/33666 [01:04<19:40, 27.05it/s, loss=3.5, v_num=0] 
    Epoch 2:   5%|▌         | 1738/33666 [01:04<19:40, 27.05it/s, loss=3.5, v_num=0]
    Epoch 2:   5%|▌         | 1738/33666 [01:04<19:40, 27.05it/s, loss=3.54, v_num=0]
    Epoch 2:   5%|▌         | 1739/33666 [01:04<19:40, 27.05it/s, loss=3.54, v_num=0]
    Epoch 2:   5%|▌         | 1739/33666 [01:04<19:40, 27.05it/s, loss=3.54, v_num=0]
    Epoch 2:   5%|▌         | 1740/33666 [01:04<19:40, 27.06it/s, loss=3.54, v_num=0]
    Epoch 2:   5%|▌         | 1740/33666 [01:04<19:40, 27.06it/s, loss=3.5, v_num=0] 
    Epoch 2:   5%|▌         | 1741/33666 [01:04<19:39, 27.06it/s, loss=3.5, v_num=0]
    Epoch 2:   5%|▌         | 1741/33666 [01:04<19:40, 27.06it/s, loss=3.49, v_num=0]
    Epoch 2:   5%|▌         | 1742/33666 [01:04<19:39, 27.06it/s, loss=3.49, v_num=0]
    Epoch 2:   5%|▌         | 1742/33666 [01:04<19:39, 27.06it/s, loss=3.41, v_num=0]
    Epoch 2:   5%|▌         | 1743/33666 [01:04<19:39, 27.06it/s, loss=3.41, v_num=0]
    Epoch 2:   5%|▌         | 1743/33666 [01:04<19:39, 27.06it/s, loss=3.43, v_num=0]
    Epoch 2:   5%|▌         | 1744/33666 [01:04<19:39, 27.05it/s, loss=3.43, v_num=0]
    Epoch 2:   5%|▌         | 1744/33666 [01:04<19:39, 27.05it/s, loss=3.54, v_num=0]
    Epoch 2:   5%|▌         | 1745/33666 [01:04<19:39, 27.06it/s, loss=3.54, v_num=0]
    Epoch 2:   5%|▌         | 1745/33666 [01:04<19:39, 27.06it/s, loss=3.56, v_num=0]
    Epoch 2:   5%|▌         | 1746/33666 [01:04<19:39, 27.06it/s, loss=3.56, v_num=0]
    Epoch 2:   5%|▌         | 1746/33666 [01:04<19:39, 27.06it/s, loss=3.54, v_num=0]
    Epoch 2:   5%|▌         | 1747/33666 [01:04<19:39, 27.06it/s, loss=3.54, v_num=0]
    Epoch 2:   5%|▌         | 1747/33666 [01:04<19:39, 27.06it/s, loss=3.57, v_num=0]
    Epoch 2:   5%|▌         | 1748/33666 [01:04<19:39, 27.06it/s, loss=3.57, v_num=0]
    Epoch 2:   5%|▌         | 1748/33666 [01:04<19:39, 27.06it/s, loss=3.55, v_num=0]
    Epoch 2:   5%|▌         | 1749/33666 [01:04<19:39, 27.06it/s, loss=3.55, v_num=0]
    Epoch 2:   5%|▌         | 1749/33666 [01:04<19:39, 27.06it/s, loss=3.55, v_num=0]
    Epoch 2:   5%|▌         | 1750/33666 [01:04<19:39, 27.06it/s, loss=3.55, v_num=0]
    Epoch 2:   5%|▌         | 1750/33666 [01:04<19:39, 27.05it/s, loss=3.59, v_num=0]
    Epoch 2:   5%|▌         | 1751/33666 [01:04<19:39, 27.06it/s, loss=3.59, v_num=0]
    Epoch 2:   5%|▌         | 1751/33666 [01:04<19:39, 27.06it/s, loss=3.65, v_num=0]
    Epoch 2:   5%|▌         | 1752/33666 [01:04<19:39, 27.06it/s, loss=3.65, v_num=0]
    Epoch 2:   5%|▌         | 1752/33666 [01:04<19:39, 27.06it/s, loss=3.56, v_num=0]
    Epoch 2:   5%|▌         | 1753/33666 [01:04<19:39, 27.06it/s, loss=3.56, v_num=0]
    Epoch 2:   5%|▌         | 1753/33666 [01:04<19:39, 27.06it/s, loss=3.6, v_num=0] 
    Epoch 2:   5%|▌         | 1754/33666 [01:04<19:39, 27.06it/s, loss=3.6, v_num=0]
    Epoch 2:   5%|▌         | 1754/33666 [01:04<19:39, 27.06it/s, loss=3.56, v_num=0]
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    Epoch 2:   5%|▌         | 1755/33666 [01:04<19:39, 27.06it/s, loss=3.58, v_num=0]
    Epoch 2:   5%|▌         | 1756/33666 [01:04<19:39, 27.06it/s, loss=3.58, v_num=0]
    Epoch 2:   5%|▌         | 1756/33666 [01:04<19:39, 27.06it/s, loss=3.63, v_num=0]
    Epoch 2:   5%|▌         | 1757/33666 [01:04<19:39, 27.06it/s, loss=3.63, v_num=0]
    Epoch 2:   5%|▌         | 1757/33666 [01:04<19:39, 27.06it/s, loss=3.59, v_num=0]
    Epoch 2:   5%|▌         | 1758/33666 [01:04<19:39, 27.06it/s, loss=3.59, v_num=0]
    Epoch 2:   5%|▌         | 1758/33666 [01:04<19:39, 27.06it/s, loss=3.5, v_num=0] 
    Epoch 2:   5%|▌         | 1759/33666 [01:05<19:39, 27.05it/s, loss=3.5, v_num=0]
    Epoch 2:   5%|▌         | 1759/33666 [01:05<19:39, 27.05it/s, loss=3.51, v_num=0]
    Epoch 2:   5%|▌         | 1760/33666 [01:05<19:39, 27.05it/s, loss=3.51, v_num=0]
    Epoch 2:   5%|▌         | 1760/33666 [01:05<19:39, 27.05it/s, loss=3.48, v_num=0]
    Epoch 2:   5%|▌         | 1761/33666 [01:05<19:39, 27.05it/s, loss=3.48, v_num=0]
    Epoch 2:   5%|▌         | 1761/33666 [01:05<19:39, 27.05it/s, loss=3.53, v_num=0]
    Epoch 2:   5%|▌         | 1762/33666 [01:05<19:39, 27.05it/s, loss=3.53, v_num=0]
    Epoch 2:   5%|▌         | 1762/33666 [01:05<19:39, 27.05it/s, loss=3.64, v_num=0]
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    Epoch 2:   5%|▌         | 1763/33666 [01:05<19:39, 27.05it/s, loss=3.7, v_num=0] 
    Epoch 2:   5%|▌         | 1764/33666 [01:05<19:39, 27.05it/s, loss=3.7, v_num=0]
    Epoch 2:   5%|▌         | 1764/33666 [01:05<19:39, 27.05it/s, loss=3.63, v_num=0]
    Epoch 2:   5%|▌         | 1765/33666 [01:05<19:39, 27.05it/s, loss=3.63, v_num=0]
    Epoch 2:   5%|▌         | 1765/33666 [01:05<19:39, 27.05it/s, loss=3.68, v_num=0]
    Epoch 2:   5%|▌         | 1766/33666 [01:05<19:39, 27.05it/s, loss=3.68, v_num=0]
    Epoch 2:   5%|▌         | 1766/33666 [01:05<19:39, 27.05it/s, loss=3.57, v_num=0]
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    Epoch 2:   5%|▌         | 1767/33666 [01:05<19:39, 27.05it/s, loss=3.5, v_num=0] 
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    Epoch 2:   5%|▌         | 1768/33666 [01:05<19:39, 27.05it/s, loss=3.52, v_num=0]
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    Epoch 2:   5%|▌         | 1769/33666 [01:05<19:39, 27.05it/s, loss=3.52, v_num=0]
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    Epoch 2:   5%|▌         | 1793/33666 [01:06<19:38, 27.05it/s, loss=3.8, v_num=0] 
    Epoch 2:   5%|▌         | 1794/33666 [01:06<19:38, 27.05it/s, loss=3.8, v_num=0]
    Epoch 2:   5%|▌         | 1794/33666 [01:06<19:38, 27.05it/s, loss=3.82, v_num=0]
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    Epoch 2:   5%|▌         | 1795/33666 [01:06<19:38, 27.05it/s, loss=3.77, v_num=0]
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    Epoch 2:   5%|▌         | 1796/33666 [01:06<19:37, 27.05it/s, loss=3.67, v_num=0]
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    Epoch 2:   5%|▌         | 1797/33666 [01:06<19:37, 27.05it/s, loss=3.74, v_num=0]
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    Epoch 2:   5%|▌         | 1798/33666 [01:06<19:38, 27.05it/s, loss=3.76, v_num=0]
    Epoch 2:   5%|▌         | 1799/33666 [01:06<19:37, 27.05it/s, loss=3.76, v_num=0]
    Epoch 2:   5%|▌         | 1799/33666 [01:06<19:37, 27.05it/s, loss=3.81, v_num=0]
    Epoch 2:   5%|▌         | 1800/33666 [01:06<19:38, 27.05it/s, loss=3.81, v_num=0]
    Epoch 2:   5%|▌         | 1800/33666 [01:06<19:38, 27.05it/s, loss=3.74, v_num=0]
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    Epoch 2:   5%|▌         | 1801/33666 [01:06<19:37, 27.05it/s, loss=3.74, v_num=0]
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    Epoch 2:   5%|▌         | 1802/33666 [01:06<19:37, 27.05it/s, loss=3.84, v_num=0]
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    Epoch 2:   5%|▌         | 1803/33666 [01:06<19:37, 27.05it/s, loss=3.88, v_num=0]
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    Epoch 2:   5%|▌         | 1804/33666 [01:06<19:37, 27.05it/s, loss=3.81, v_num=0]
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    Epoch 2:   5%|▌         | 1805/33666 [01:06<19:37, 27.05it/s, loss=3.79, v_num=0]
    Epoch 2:   5%|▌         | 1806/33666 [01:06<19:37, 27.05it/s, loss=3.79, v_num=0]
    Epoch 2:   5%|▌         | 1806/33666 [01:06<19:37, 27.05it/s, loss=3.78, v_num=0]
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    Epoch 2:   5%|▌         | 1807/33666 [01:06<19:37, 27.05it/s, loss=3.72, v_num=0]
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    Epoch 2:   5%|▌         | 1808/33666 [01:06<19:37, 27.05it/s, loss=3.84, v_num=0]
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    Epoch 2:   5%|▌         | 1809/33666 [01:06<19:37, 27.05it/s, loss=3.79, v_num=0]
    Epoch 2:   5%|▌         | 1810/33666 [01:06<19:37, 27.05it/s, loss=3.79, v_num=0]
    Epoch 2:   5%|▌         | 1810/33666 [01:06<19:37, 27.05it/s, loss=3.81, v_num=0]
    Epoch 2:   5%|▌         | 1811/33666 [01:06<19:37, 27.05it/s, loss=3.81, v_num=0]
    Epoch 2:   5%|▌         | 1811/33666 [01:06<19:37, 27.05it/s, loss=3.78, v_num=0]
    Epoch 2:   5%|▌         | 1812/33666 [01:06<19:37, 27.05it/s, loss=3.78, v_num=0]
    Epoch 2:   5%|▌         | 1812/33666 [01:06<19:37, 27.05it/s, loss=3.74, v_num=0]
    Epoch 2:   5%|▌         | 1813/33666 [01:07<19:37, 27.05it/s, loss=3.74, v_num=0]
    Epoch 2:   5%|▌         | 1813/33666 [01:07<19:37, 27.05it/s, loss=3.74, v_num=0]
    Epoch 2:   5%|▌         | 1814/33666 [01:07<19:37, 27.05it/s, loss=3.74, v_num=0]
    Epoch 2:   5%|▌         | 1814/33666 [01:07<19:37, 27.05it/s, loss=3.78, v_num=0]
    Epoch 2:   5%|▌         | 1815/33666 [01:07<19:37, 27.05it/s, loss=3.78, v_num=0]
    Epoch 2:   5%|▌         | 1815/33666 [01:07<19:37, 27.05it/s, loss=3.69, v_num=0]
    Epoch 2:   5%|▌         | 1816/33666 [01:07<19:37, 27.05it/s, loss=3.69, v_num=0]
    Epoch 2:   5%|▌         | 1816/33666 [01:07<19:37, 27.05it/s, loss=3.69, v_num=0]
    Epoch 2:   5%|▌         | 1817/33666 [01:07<19:37, 27.05it/s, loss=3.69, v_num=0]
    Epoch 2:   5%|▌         | 1817/33666 [01:07<19:37, 27.05it/s, loss=3.69, v_num=0]
    Epoch 2:   5%|▌         | 1818/33666 [01:07<19:37, 27.05it/s, loss=3.69, v_num=0]
    Epoch 2:   5%|▌         | 1818/33666 [01:07<19:37, 27.05it/s, loss=3.71, v_num=0]
    Epoch 2:   5%|▌         | 1819/33666 [01:07<19:37, 27.05it/s, loss=3.71, v_num=0]
    Epoch 2:   5%|▌         | 1819/33666 [01:07<19:37, 27.05it/s, loss=3.66, v_num=0]
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    Epoch 2:   5%|▌         | 1820/33666 [01:07<19:37, 27.05it/s, loss=3.71, v_num=0]
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    Epoch 2:   5%|▌         | 1821/33666 [01:07<19:37, 27.05it/s, loss=3.74, v_num=0]
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    Epoch 2:   5%|▌         | 1822/33666 [01:07<19:37, 27.05it/s, loss=3.71, v_num=0]
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    Epoch 2:   5%|▌         | 1824/33666 [01:07<19:37, 27.05it/s, loss=3.62, v_num=0]
    Epoch 2:   5%|▌         | 1824/33666 [01:07<19:37, 27.05it/s, loss=3.7, v_num=0] 
    Epoch 2:   5%|▌         | 1825/33666 [01:07<19:37, 27.05it/s, loss=3.7, v_num=0]
    Epoch 2:   5%|▌         | 1825/33666 [01:07<19:37, 27.05it/s, loss=3.74, v_num=0]
    Epoch 2:   5%|▌         | 1826/33666 [01:07<19:37, 27.04it/s, loss=3.74, v_num=0]
    Epoch 2:   5%|▌         | 1826/33666 [01:07<19:37, 27.04it/s, loss=3.77, v_num=0]
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    Epoch 2:   5%|▌         | 1827/33666 [01:07<19:37, 27.04it/s, loss=3.7, v_num=0] 
    Epoch 2:   5%|▌         | 1828/33666 [01:07<19:37, 27.04it/s, loss=3.7, v_num=0]
    Epoch 2:   5%|▌         | 1828/33666 [01:07<19:37, 27.04it/s, loss=3.6, v_num=0]
    Epoch 2:   5%|▌         | 1829/33666 [01:07<19:37, 27.04it/s, loss=3.6, v_num=0]
    Epoch 2:   5%|▌         | 1829/33666 [01:07<19:37, 27.04it/s, loss=3.65, v_num=0]
    Epoch 2:   5%|▌         | 1830/33666 [01:07<19:37, 27.04it/s, loss=3.65, v_num=0]
    Epoch 2:   5%|▌         | 1830/33666 [01:07<19:37, 27.04it/s, loss=3.64, v_num=0]
    Epoch 2:   5%|▌         | 1831/33666 [01:07<19:37, 27.04it/s, loss=3.64, v_num=0]
    Epoch 2:   5%|▌         | 1831/33666 [01:07<19:37, 27.04it/s, loss=3.67, v_num=0]
    Epoch 2:   5%|▌         | 1832/33666 [01:07<19:37, 27.04it/s, loss=3.67, v_num=0]
    Epoch 2:   5%|▌         | 1832/33666 [01:07<19:37, 27.04it/s, loss=3.67, v_num=0]
    Epoch 2:   5%|▌         | 1833/33666 [01:07<19:37, 27.04it/s, loss=3.67, v_num=0]
    Epoch 2:   5%|▌         | 1833/33666 [01:07<19:37, 27.04it/s, loss=3.58, v_num=0]
    Epoch 2:   5%|▌         | 1834/33666 [01:07<19:37, 27.04it/s, loss=3.58, v_num=0]
    Epoch 2:   5%|▌         | 1834/33666 [01:07<19:37, 27.04it/s, loss=3.52, v_num=0]
    Epoch 2:   5%|▌         | 1835/33666 [01:07<19:37, 27.04it/s, loss=3.52, v_num=0]
    Epoch 2:   5%|▌         | 1835/33666 [01:07<19:37, 27.04it/s, loss=3.62, v_num=0]
    Epoch 2:   5%|▌         | 1836/33666 [01:07<19:37, 27.04it/s, loss=3.62, v_num=0]
    Epoch 2:   5%|▌         | 1836/33666 [01:07<19:37, 27.04it/s, loss=3.66, v_num=0]
    Epoch 2:   5%|▌         | 1837/33666 [01:07<19:37, 27.04it/s, loss=3.66, v_num=0]
    Epoch 2:   5%|▌         | 1837/33666 [01:07<19:37, 27.04it/s, loss=3.61, v_num=0]
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    Epoch 2:   5%|▌         | 1838/33666 [01:07<19:37, 27.04it/s, loss=3.61, v_num=0]
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    Epoch 2:   5%|▌         | 1839/33666 [01:08<19:37, 27.04it/s, loss=3.64, v_num=0]
    Epoch 2:   5%|▌         | 1840/33666 [01:08<19:36, 27.04it/s, loss=3.64, v_num=0]
    Epoch 2:   5%|▌         | 1840/33666 [01:08<19:36, 27.04it/s, loss=3.65, v_num=0]
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    Epoch 2:   5%|▌         | 1841/33666 [01:08<19:36, 27.04it/s, loss=3.62, v_num=0]
    Epoch 2:   5%|▌         | 1842/33666 [01:08<19:36, 27.04it/s, loss=3.62, v_num=0]
    Epoch 2:   5%|▌         | 1842/33666 [01:08<19:36, 27.04it/s, loss=3.64, v_num=0]
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    Epoch 2:   5%|▌         | 1843/33666 [01:08<19:36, 27.04it/s, loss=3.67, v_num=0]
    Epoch 2:   5%|▌         | 1844/33666 [01:08<19:36, 27.04it/s, loss=3.67, v_num=0]
    Epoch 2:   5%|▌         | 1844/33666 [01:08<19:36, 27.04it/s, loss=3.61, v_num=0]
    Epoch 2:   5%|▌         | 1845/33666 [01:08<19:36, 27.04it/s, loss=3.61, v_num=0]
    Epoch 2:   5%|▌         | 1845/33666 [01:08<19:36, 27.04it/s, loss=3.7, v_num=0] 
    Epoch 2:   5%|▌         | 1846/33666 [01:08<19:36, 27.04it/s, loss=3.7, v_num=0]
    Epoch 2:   5%|▌         | 1846/33666 [01:08<19:36, 27.04it/s, loss=3.63, v_num=0]
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    Epoch 2:   5%|▌         | 1847/33666 [01:08<19:36, 27.04it/s, loss=3.67, v_num=0]
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    Epoch 2:   5%|▌         | 1848/33666 [01:08<19:36, 27.04it/s, loss=3.67, v_num=0]
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    Epoch 2:   5%|▌         | 1849/33666 [01:08<19:36, 27.04it/s, loss=3.69, v_num=0]
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    Epoch 2:   5%|▌         | 1850/33666 [01:08<19:36, 27.04it/s, loss=3.67, v_num=0]
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    Epoch 2:   5%|▌         | 1851/33666 [01:08<19:36, 27.04it/s, loss=3.64, v_num=0]
    Epoch 2:   6%|▌         | 1852/33666 [01:08<19:36, 27.04it/s, loss=3.64, v_num=0]
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    Epoch 2:   6%|▌         | 1853/33666 [01:08<19:36, 27.04it/s, loss=3.7, v_num=0] 
    Epoch 2:   6%|▌         | 1854/33666 [01:08<19:36, 27.04it/s, loss=3.7, v_num=0]
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    Epoch 2:   6%|▌         | 1872/33666 [01:09<19:35, 27.04it/s, loss=3.38, v_num=0]
    Epoch 2:   6%|▌         | 1872/33666 [01:09<19:35, 27.04it/s, loss=3.34, v_num=0]
    Epoch 2:   6%|▌         | 1873/33666 [01:09<19:35, 27.04it/s, loss=3.34, v_num=0]
    Epoch 2:   6%|▌         | 1873/33666 [01:09<19:35, 27.04it/s, loss=3.41, v_num=0]
    Epoch 2:   6%|▌         | 1874/33666 [01:09<19:35, 27.04it/s, loss=3.41, v_num=0]
    Epoch 2:   6%|▌         | 1874/33666 [01:09<19:35, 27.04it/s, loss=3.43, v_num=0]
    Epoch 2:   6%|▌         | 1875/33666 [01:09<19:35, 27.04it/s, loss=3.43, v_num=0]
    Epoch 2:   6%|▌         | 1875/33666 [01:09<19:35, 27.04it/s, loss=3.45, v_num=0]
    Epoch 2:   6%|▌         | 1876/33666 [01:09<19:35, 27.04it/s, loss=3.45, v_num=0]
    Epoch 2:   6%|▌         | 1876/33666 [01:09<19:35, 27.04it/s, loss=3.42, v_num=0]
    Epoch 2:   6%|▌         | 1877/33666 [01:09<19:35, 27.04it/s, loss=3.42, v_num=0]
    Epoch 2:   6%|▌         | 1877/33666 [01:09<19:35, 27.04it/s, loss=3.5, v_num=0] 
    Epoch 2:   6%|▌         | 1878/33666 [01:09<19:35, 27.04it/s, loss=3.5, v_num=0]
    Epoch 2:   6%|▌         | 1878/33666 [01:09<19:35, 27.04it/s, loss=3.49, v_num=0]
    Epoch 2:   6%|▌         | 1879/33666 [01:09<19:35, 27.04it/s, loss=3.49, v_num=0]
    Epoch 2:   6%|▌         | 1879/33666 [01:09<19:35, 27.04it/s, loss=3.45, v_num=0]
    Epoch 2:   6%|▌         | 1880/33666 [01:09<19:35, 27.04it/s, loss=3.45, v_num=0]
    Epoch 2:   6%|▌         | 1880/33666 [01:09<19:35, 27.04it/s, loss=3.44, v_num=0]
    Epoch 2:   6%|▌         | 1881/33666 [01:09<19:35, 27.04it/s, loss=3.44, v_num=0]
    Epoch 2:   6%|▌         | 1881/33666 [01:09<19:35, 27.04it/s, loss=3.52, v_num=0]
    Epoch 2:   6%|▌         | 1882/33666 [01:09<19:35, 27.04it/s, loss=3.52, v_num=0]
    Epoch 2:   6%|▌         | 1882/33666 [01:09<19:35, 27.04it/s, loss=3.61, v_num=0]
    Epoch 2:   6%|▌         | 1883/33666 [01:09<19:35, 27.04it/s, loss=3.61, v_num=0]
    Epoch 2:   6%|▌         | 1883/33666 [01:09<19:35, 27.04it/s, loss=3.62, v_num=0]
    Epoch 2:   6%|▌         | 1884/33666 [01:09<19:35, 27.04it/s, loss=3.62, v_num=0]
    Epoch 2:   6%|▌         | 1884/33666 [01:09<19:35, 27.04it/s, loss=3.7, v_num=0] 
    Epoch 2:   6%|▌         | 1885/33666 [01:09<19:35, 27.03it/s, loss=3.7, v_num=0]
    Epoch 2:   6%|▌         | 1885/33666 [01:09<19:35, 27.03it/s, loss=3.74, v_num=0]
    Epoch 2:   6%|▌         | 1886/33666 [01:09<19:35, 27.03it/s, loss=3.74, v_num=0]
    Epoch 2:   6%|▌         | 1886/33666 [01:09<19:35, 27.03it/s, loss=3.79, v_num=0]
    Epoch 2:   6%|▌         | 1887/33666 [01:09<19:35, 27.04it/s, loss=3.79, v_num=0]
    Epoch 2:   6%|▌         | 1887/33666 [01:09<19:35, 27.03it/s, loss=3.88, v_num=0]
    Epoch 2:   6%|▌         | 1888/33666 [01:09<19:35, 27.04it/s, loss=3.88, v_num=0]
    Epoch 2:   6%|▌         | 1888/33666 [01:09<19:35, 27.04it/s, loss=3.83, v_num=0]
    Epoch 2:   6%|▌         | 1889/33666 [01:09<19:35, 27.04it/s, loss=3.83, v_num=0]
    Epoch 2:   6%|▌         | 1889/33666 [01:09<19:35, 27.04it/s, loss=3.76, v_num=0]
    Epoch 2:   6%|▌         | 1890/33666 [01:09<19:35, 27.04it/s, loss=3.76, v_num=0]
    Epoch 2:   6%|▌         | 1890/33666 [01:09<19:35, 27.04it/s, loss=3.79, v_num=0]
    Epoch 2:   6%|▌         | 1891/33666 [01:09<19:35, 27.04it/s, loss=3.79, v_num=0]
    Epoch 2:   6%|▌         | 1891/33666 [01:09<19:35, 27.04it/s, loss=3.81, v_num=0]
    Epoch 2:   6%|▌         | 1892/33666 [01:09<19:35, 27.04it/s, loss=3.81, v_num=0]
    Epoch 2:   6%|▌         | 1892/33666 [01:09<19:35, 27.04it/s, loss=3.76, v_num=0]
    Epoch 2:   6%|▌         | 1893/33666 [01:10<19:35, 27.04it/s, loss=3.76, v_num=0]
    Epoch 2:   6%|▌         | 1893/33666 [01:10<19:35, 27.04it/s, loss=3.7, v_num=0] 
    Epoch 2:   6%|▌         | 1894/33666 [01:10<19:35, 27.03it/s, loss=3.7, v_num=0]
    Epoch 2:   6%|▌         | 1894/33666 [01:10<19:35, 27.03it/s, loss=3.69, v_num=0]
    Epoch 2:   6%|▌         | 1895/33666 [01:10<19:35, 27.03it/s, loss=3.69, v_num=0]
    Epoch 2:   6%|▌         | 1895/33666 [01:10<19:35, 27.03it/s, loss=3.72, v_num=0]
    Epoch 2:   6%|▌         | 1896/33666 [01:10<19:35, 27.03it/s, loss=3.72, v_num=0]
    Epoch 2:   6%|▌         | 1896/33666 [01:10<19:35, 27.03it/s, loss=3.73, v_num=0]
    Epoch 2:   6%|▌         | 1897/33666 [01:10<19:35, 27.04it/s, loss=3.73, v_num=0]
    Epoch 2:   6%|▌         | 1897/33666 [01:10<19:35, 27.04it/s, loss=3.66, v_num=0]
    Epoch 2:   6%|▌         | 1898/33666 [01:10<19:35, 27.04it/s, loss=3.66, v_num=0]
    Epoch 2:   6%|▌         | 1898/33666 [01:10<19:35, 27.04it/s, loss=3.7, v_num=0] 
    Epoch 2:   6%|▌         | 1899/33666 [01:10<19:34, 27.04it/s, loss=3.7, v_num=0]
    Epoch 2:   6%|▌         | 1899/33666 [01:10<19:34, 27.04it/s, loss=3.73, v_num=0]
    Epoch 2:   6%|▌         | 1900/33666 [01:10<19:34, 27.04it/s, loss=3.73, v_num=0]
    Epoch 2:   6%|▌         | 1900/33666 [01:10<19:34, 27.04it/s, loss=3.72, v_num=0]
    Epoch 2:   6%|▌         | 1901/33666 [01:10<19:34, 27.03it/s, loss=3.72, v_num=0]
    Epoch 2:   6%|▌         | 1901/33666 [01:10<19:35, 27.03it/s, loss=3.77, v_num=0]
    Epoch 2:   6%|▌         | 1902/33666 [01:10<19:35, 27.03it/s, loss=3.77, v_num=0]
    Epoch 2:   6%|▌         | 1902/33666 [01:10<19:35, 27.03it/s, loss=3.69, v_num=0]
    Epoch 2:   6%|▌         | 1903/33666 [01:10<19:35, 27.03it/s, loss=3.69, v_num=0]
    Epoch 2:   6%|▌         | 1903/33666 [01:10<19:35, 27.03it/s, loss=3.68, v_num=0]
    Epoch 2:   6%|▌         | 1904/33666 [01:10<19:35, 27.03it/s, loss=3.68, v_num=0]
    Epoch 2:   6%|▌         | 1904/33666 [01:10<19:35, 27.03it/s, loss=3.64, v_num=0]
    Epoch 2:   6%|▌         | 1905/33666 [01:10<19:35, 27.03it/s, loss=3.64, v_num=0]
    Epoch 2:   6%|▌         | 1905/33666 [01:10<19:35, 27.03it/s, loss=3.62, v_num=0]
    Epoch 2:   6%|▌         | 1906/33666 [01:10<19:35, 27.03it/s, loss=3.62, v_num=0]
    Epoch 2:   6%|▌         | 1906/33666 [01:10<19:35, 27.03it/s, loss=3.59, v_num=0]
    Epoch 2:   6%|▌         | 1907/33666 [01:10<19:35, 27.03it/s, loss=3.59, v_num=0]
    Epoch 2:   6%|▌         | 1907/33666 [01:10<19:35, 27.03it/s, loss=3.64, v_num=0]
    Epoch 2:   6%|▌         | 1908/33666 [01:10<19:35, 27.03it/s, loss=3.64, v_num=0]
    Epoch 2:   6%|▌         | 1908/33666 [01:10<19:35, 27.03it/s, loss=3.78, v_num=0]
    Epoch 2:   6%|▌         | 1909/33666 [01:10<19:34, 27.03it/s, loss=3.78, v_num=0]
    Epoch 2:   6%|▌         | 1909/33666 [01:10<19:34, 27.03it/s, loss=3.75, v_num=0]
    Epoch 2:   6%|▌         | 1910/33666 [01:10<19:35, 27.03it/s, loss=3.75, v_num=0]
    Epoch 2:   6%|▌         | 1910/33666 [01:10<19:35, 27.02it/s, loss=3.8, v_num=0] 
    Epoch 2:   6%|▌         | 1911/33666 [01:10<19:35, 27.03it/s, loss=3.8, v_num=0]
    Epoch 2:   6%|▌         | 1911/33666 [01:10<19:35, 27.02it/s, loss=3.77, v_num=0]
    Epoch 2:   6%|▌         | 1912/33666 [01:10<19:34, 27.03it/s, loss=3.77, v_num=0]
    Epoch 2:   6%|▌         | 1912/33666 [01:10<19:34, 27.03it/s, loss=3.81, v_num=0]
    Epoch 2:   6%|▌         | 1913/33666 [01:10<19:34, 27.03it/s, loss=3.81, v_num=0]
    Epoch 2:   6%|▌         | 1913/33666 [01:10<19:34, 27.03it/s, loss=3.93, v_num=0]
    Epoch 2:   6%|▌         | 1914/33666 [01:10<19:34, 27.03it/s, loss=3.93, v_num=0]
    Epoch 2:   6%|▌         | 1914/33666 [01:10<19:34, 27.03it/s, loss=3.94, v_num=0]
    Epoch 2:   6%|▌         | 1915/33666 [01:10<19:34, 27.03it/s, loss=3.94, v_num=0]
    Epoch 2:   6%|▌         | 1915/33666 [01:10<19:34, 27.03it/s, loss=3.86, v_num=0]
    Epoch 2:   6%|▌         | 1916/33666 [01:10<19:34, 27.03it/s, loss=3.86, v_num=0]
    Epoch 2:   6%|▌         | 1916/33666 [01:10<19:34, 27.03it/s, loss=3.87, v_num=0]
    Epoch 2:   6%|▌         | 1917/33666 [01:10<19:34, 27.03it/s, loss=3.87, v_num=0]
    Epoch 2:   6%|▌         | 1917/33666 [01:10<19:34, 27.03it/s, loss=3.94, v_num=0]
    Epoch 2:   6%|▌         | 1918/33666 [01:10<19:34, 27.03it/s, loss=3.94, v_num=0]
    Epoch 2:   6%|▌         | 1918/33666 [01:10<19:34, 27.03it/s, loss=3.94, v_num=0]
    Epoch 2:   6%|▌         | 1919/33666 [01:11<19:34, 27.03it/s, loss=3.94, v_num=0]
    Epoch 2:   6%|▌         | 1919/33666 [01:11<19:34, 27.03it/s, loss=3.98, v_num=0]
    Epoch 2:   6%|▌         | 1920/33666 [01:11<19:34, 27.03it/s, loss=3.98, v_num=0]
    Epoch 2:   6%|▌         | 1920/33666 [01:11<19:34, 27.03it/s, loss=3.96, v_num=0]
    Epoch 2:   6%|▌         | 1921/33666 [01:11<19:34, 27.03it/s, loss=3.96, v_num=0]
    Epoch 2:   6%|▌         | 1921/33666 [01:11<19:34, 27.03it/s, loss=3.92, v_num=0]
    Epoch 2:   6%|▌         | 1922/33666 [01:11<19:34, 27.03it/s, loss=3.92, v_num=0]
    Epoch 2:   6%|▌         | 1922/33666 [01:11<19:34, 27.03it/s, loss=3.87, v_num=0]
    Epoch 2:   6%|▌         | 1923/33666 [01:11<19:34, 27.03it/s, loss=3.87, v_num=0]
    Epoch 2:   6%|▌         | 1923/33666 [01:11<19:34, 27.03it/s, loss=3.87, v_num=0]
    Epoch 2:   6%|▌         | 1924/33666 [01:11<19:34, 27.03it/s, loss=3.87, v_num=0]
    Epoch 2:   6%|▌         | 1924/33666 [01:11<19:34, 27.03it/s, loss=3.89, v_num=0]
    Epoch 2:   6%|▌         | 1925/33666 [01:11<19:34, 27.03it/s, loss=3.89, v_num=0]
    Epoch 2:   6%|▌         | 1925/33666 [01:11<19:34, 27.03it/s, loss=3.88, v_num=0]
    Epoch 2:   6%|▌         | 1926/33666 [01:11<19:34, 27.03it/s, loss=3.88, v_num=0]
    Epoch 2:   6%|▌         | 1926/33666 [01:11<19:34, 27.03it/s, loss=3.85, v_num=0]
    Epoch 2:   6%|▌         | 1927/33666 [01:11<19:34, 27.03it/s, loss=3.85, v_num=0]
    Epoch 2:   6%|▌         | 1927/33666 [01:11<19:34, 27.03it/s, loss=3.74, v_num=0]
    Epoch 2:   6%|▌         | 1928/33666 [01:11<19:34, 27.02it/s, loss=3.74, v_num=0]
    Epoch 2:   6%|▌         | 1928/33666 [01:11<19:34, 27.02it/s, loss=3.67, v_num=0]
    Epoch 2:   6%|▌         | 1929/33666 [01:11<19:34, 27.03it/s, loss=3.67, v_num=0]
    Epoch 2:   6%|▌         | 1929/33666 [01:11<19:34, 27.02it/s, loss=3.69, v_num=0]
    Epoch 2:   6%|▌         | 1930/33666 [01:11<19:34, 27.03it/s, loss=3.69, v_num=0]
    Epoch 2:   6%|▌         | 1930/33666 [01:11<19:34, 27.03it/s, loss=3.7, v_num=0] 
    Epoch 2:   6%|▌         | 1931/33666 [01:11<19:34, 27.02it/s, loss=3.7, v_num=0]
    Epoch 2:   6%|▌         | 1931/33666 [01:11<19:34, 27.02it/s, loss=3.65, v_num=0]
    Epoch 2:   6%|▌         | 1932/33666 [01:11<19:34, 27.03it/s, loss=3.65, v_num=0]
    Epoch 2:   6%|▌         | 1932/33666 [01:11<19:34, 27.03it/s, loss=3.64, v_num=0]
    Epoch 2:   6%|▌         | 1933/33666 [01:11<19:34, 27.03it/s, loss=3.64, v_num=0]
    Epoch 2:   6%|▌         | 1933/33666 [01:11<19:34, 27.02it/s, loss=3.51, v_num=0]
    Epoch 2:   6%|▌         | 1934/33666 [01:11<19:34, 27.02it/s, loss=3.51, v_num=0]
    Epoch 2:   6%|▌         | 1934/33666 [01:11<19:34, 27.02it/s, loss=3.57, v_num=0]
    Epoch 2:   6%|▌         | 1935/33666 [01:11<19:34, 27.02it/s, loss=3.57, v_num=0]
    Epoch 2:   6%|▌         | 1935/33666 [01:11<19:34, 27.02it/s, loss=3.61, v_num=0]
    Epoch 2:   6%|▌         | 1936/33666 [01:11<19:34, 27.02it/s, loss=3.61, v_num=0]
    Epoch 2:   6%|▌         | 1936/33666 [01:11<19:34, 27.02it/s, loss=3.58, v_num=0]
    Epoch 2:   6%|▌         | 1937/33666 [01:11<19:34, 27.02it/s, loss=3.58, v_num=0]
    Epoch 2:   6%|▌         | 1937/33666 [01:11<19:34, 27.02it/s, loss=3.58, v_num=0]
    Epoch 2:   6%|▌         | 1938/33666 [01:11<19:34, 27.02it/s, loss=3.58, v_num=0]
    Epoch 2:   6%|▌         | 1938/33666 [01:11<19:34, 27.02it/s, loss=3.58, v_num=0]
    Epoch 2:   6%|▌         | 1939/33666 [01:11<19:34, 27.02it/s, loss=3.58, v_num=0]
    Epoch 2:   6%|▌         | 1939/33666 [01:11<19:34, 27.02it/s, loss=3.58, v_num=0]
    Epoch 2:   6%|▌         | 1940/33666 [01:11<19:33, 27.02it/s, loss=3.58, v_num=0]
    Epoch 2:   6%|▌         | 1940/33666 [01:11<19:34, 27.02it/s, loss=3.61, v_num=0]
    Epoch 2:   6%|▌         | 1941/33666 [01:11<19:33, 27.02it/s, loss=3.61, v_num=0]
    Epoch 2:   6%|▌         | 1941/33666 [01:11<19:33, 27.02it/s, loss=3.56, v_num=0]
    Epoch 2:   6%|▌         | 1942/33666 [01:11<19:33, 27.02it/s, loss=3.56, v_num=0]
    Epoch 2:   6%|▌         | 1942/33666 [01:11<19:33, 27.02it/s, loss=3.66, v_num=0]
    Epoch 2:   6%|▌         | 1943/33666 [01:11<19:33, 27.02it/s, loss=3.66, v_num=0]
    Epoch 2:   6%|▌         | 1943/33666 [01:11<19:33, 27.02it/s, loss=3.66, v_num=0]
    Epoch 2:   6%|▌         | 1944/33666 [01:11<19:33, 27.02it/s, loss=3.66, v_num=0]
    Epoch 2:   6%|▌         | 1944/33666 [01:11<19:33, 27.02it/s, loss=3.62, v_num=0]
    Epoch 2:   6%|▌         | 1945/33666 [01:11<19:33, 27.02it/s, loss=3.62, v_num=0]
    Epoch 2:   6%|▌         | 1945/33666 [01:11<19:33, 27.02it/s, loss=3.63, v_num=0]
    Epoch 2:   6%|▌         | 1946/33666 [01:12<19:33, 27.02it/s, loss=3.63, v_num=0]
    Epoch 2:   6%|▌         | 1946/33666 [01:12<19:33, 27.02it/s, loss=3.67, v_num=0]
    Epoch 2:   6%|▌         | 1947/33666 [01:12<19:33, 27.03it/s, loss=3.67, v_num=0]
    Epoch 2:   6%|▌         | 1947/33666 [01:12<19:33, 27.03it/s, loss=3.72, v_num=0]
    Epoch 2:   6%|▌         | 1948/33666 [01:12<19:33, 27.03it/s, loss=3.72, v_num=0]
    Epoch 2:   6%|▌         | 1948/33666 [01:12<19:33, 27.03it/s, loss=3.74, v_num=0]
    Epoch 2:   6%|▌         | 1949/33666 [01:12<19:33, 27.03it/s, loss=3.74, v_num=0]
    Epoch 2:   6%|▌         | 1949/33666 [01:12<19:33, 27.03it/s, loss=3.86, v_num=0]
    Epoch 2:   6%|▌         | 1950/33666 [01:12<19:33, 27.03it/s, loss=3.86, v_num=0]
    Epoch 2:   6%|▌         | 1950/33666 [01:12<19:33, 27.03it/s, loss=3.88, v_num=0]
    Epoch 2:   6%|▌         | 1951/33666 [01:12<19:33, 27.03it/s, loss=3.88, v_num=0]
    Epoch 2:   6%|▌         | 1951/33666 [01:12<19:33, 27.03it/s, loss=3.86, v_num=0]
    Epoch 2:   6%|▌         | 1952/33666 [01:12<19:33, 27.03it/s, loss=3.86, v_num=0]
    Epoch 2:   6%|▌         | 1952/33666 [01:12<19:33, 27.03it/s, loss=3.83, v_num=0]
    Epoch 2:   6%|▌         | 1953/33666 [01:12<19:33, 27.03it/s, loss=3.83, v_num=0]
    Epoch 2:   6%|▌         | 1953/33666 [01:12<19:33, 27.03it/s, loss=3.9, v_num=0] 
    Epoch 2:   6%|▌         | 1954/33666 [01:12<19:33, 27.03it/s, loss=3.9, v_num=0]
    Epoch 2:   6%|▌         | 1954/33666 [01:12<19:33, 27.03it/s, loss=3.84, v_num=0]
    Epoch 2:   6%|▌         | 1955/33666 [01:12<19:33, 27.03it/s, loss=3.84, v_num=0]
    Epoch 2:   6%|▌         | 1955/33666 [01:12<19:33, 27.03it/s, loss=3.84, v_num=0]
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    Epoch 2:   6%|▌         | 1956/33666 [01:12<19:33, 27.03it/s, loss=3.86, v_num=0]
    Epoch 2:   6%|▌         | 1957/33666 [01:12<19:33, 27.03it/s, loss=3.86, v_num=0]
    Epoch 2:   6%|▌         | 1957/33666 [01:12<19:33, 27.03it/s, loss=3.84, v_num=0]
    Epoch 2:   6%|▌         | 1958/33666 [01:12<19:33, 27.03it/s, loss=3.84, v_num=0]
    Epoch 2:   6%|▌         | 1958/33666 [01:12<19:33, 27.03it/s, loss=3.88, v_num=0]
    Epoch 2:   6%|▌         | 1959/33666 [01:12<19:33, 27.03it/s, loss=3.88, v_num=0]
    Epoch 2:   6%|▌         | 1959/33666 [01:12<19:33, 27.03it/s, loss=3.89, v_num=0]
    Epoch 2:   6%|▌         | 1960/33666 [01:12<19:33, 27.03it/s, loss=3.89, v_num=0]
    Epoch 2:   6%|▌         | 1960/33666 [01:12<19:33, 27.03it/s, loss=3.97, v_num=0]
    Epoch 2:   6%|▌         | 1961/33666 [01:12<19:33, 27.03it/s, loss=3.97, v_num=0]
    Epoch 2:   6%|▌         | 1961/33666 [01:12<19:33, 27.03it/s, loss=4, v_num=0]   
    Epoch 2:   6%|▌         | 1962/33666 [01:12<19:33, 27.03it/s, loss=4, v_num=0]
    Epoch 2:   6%|▌         | 1962/33666 [01:12<19:33, 27.03it/s, loss=3.9, v_num=0]
    Epoch 2:   6%|▌         | 1963/33666 [01:12<19:33, 27.02it/s, loss=3.9, v_num=0]
    Epoch 2:   6%|▌         | 1963/33666 [01:12<19:33, 27.02it/s, loss=3.87, v_num=0]
    Epoch 2:   6%|▌         | 1964/33666 [01:12<19:33, 27.03it/s, loss=3.87, v_num=0]
    Epoch 2:   6%|▌         | 1964/33666 [01:12<19:33, 27.03it/s, loss=3.86, v_num=0]
    Epoch 2:   6%|▌         | 1965/33666 [01:12<19:32, 27.03it/s, loss=3.86, v_num=0]
    Epoch 2:   6%|▌         | 1965/33666 [01:12<19:33, 27.03it/s, loss=3.88, v_num=0]
    Epoch 2:   6%|▌         | 1966/33666 [01:12<19:32, 27.03it/s, loss=3.88, v_num=0]
    Epoch 2:   6%|▌         | 1966/33666 [01:12<19:32, 27.03it/s, loss=3.88, v_num=0]
    Epoch 2:   6%|▌         | 1967/33666 [01:12<19:32, 27.03it/s, loss=3.88, v_num=0]
    Epoch 2:   6%|▌         | 1967/33666 [01:12<19:32, 27.03it/s, loss=3.86, v_num=0]
    Epoch 2:   6%|▌         | 1968/33666 [01:12<19:32, 27.03it/s, loss=3.86, v_num=0]
    Epoch 2:   6%|▌         | 1968/33666 [01:12<19:32, 27.03it/s, loss=3.87, v_num=0]
    Epoch 2:   6%|▌         | 1969/33666 [01:12<19:32, 27.03it/s, loss=3.87, v_num=0]
    Epoch 2:   6%|▌         | 1969/33666 [01:12<19:32, 27.03it/s, loss=3.79, v_num=0]
    Epoch 2:   6%|▌         | 1970/33666 [01:12<19:32, 27.03it/s, loss=3.79, v_num=0]
    Epoch 2:   6%|▌         | 1970/33666 [01:12<19:32, 27.03it/s, loss=3.73, v_num=0]
    Epoch 2:   6%|▌         | 1971/33666 [01:12<19:32, 27.03it/s, loss=3.73, v_num=0]
    Epoch 2:   6%|▌         | 1971/33666 [01:12<19:32, 27.03it/s, loss=3.71, v_num=0]
    Epoch 2:   6%|▌         | 1972/33666 [01:12<19:32, 27.03it/s, loss=3.71, v_num=0]
    Epoch 2:   6%|▌         | 1972/33666 [01:12<19:32, 27.03it/s, loss=3.81, v_num=0]
    Epoch 2:   6%|▌         | 1973/33666 [01:12<19:32, 27.03it/s, loss=3.81, v_num=0]
    Epoch 2:   6%|▌         | 1973/33666 [01:12<19:32, 27.03it/s, loss=3.78, v_num=0]
    Epoch 2:   6%|▌         | 1974/33666 [01:13<19:32, 27.03it/s, loss=3.78, v_num=0]
    Epoch 2:   6%|▌         | 1974/33666 [01:13<19:32, 27.03it/s, loss=3.75, v_num=0]
    Epoch 2:   6%|▌         | 1975/33666 [01:13<19:32, 27.03it/s, loss=3.75, v_num=0]
    Epoch 2:   6%|▌         | 1975/33666 [01:13<19:32, 27.03it/s, loss=3.74, v_num=0]
    Epoch 2:   6%|▌         | 1976/33666 [01:13<19:32, 27.03it/s, loss=3.74, v_num=0]
    Epoch 2:   6%|▌         | 1976/33666 [01:13<19:32, 27.03it/s, loss=3.73, v_num=0]
    Epoch 2:   6%|▌         | 1977/33666 [01:13<19:32, 27.03it/s, loss=3.73, v_num=0]
    Epoch 2:   6%|▌         | 1977/33666 [01:13<19:32, 27.03it/s, loss=3.73, v_num=0]
    Epoch 2:   6%|▌         | 1978/33666 [01:13<19:32, 27.03it/s, loss=3.73, v_num=0]
    Epoch 2:   6%|▌         | 1978/33666 [01:13<19:32, 27.03it/s, loss=3.71, v_num=0]
    Epoch 2:   6%|▌         | 1979/33666 [01:13<19:32, 27.02it/s, loss=3.71, v_num=0]
    Epoch 2:   6%|▌         | 1979/33666 [01:13<19:32, 27.02it/s, loss=3.67, v_num=0]
    Epoch 2:   6%|▌         | 1980/33666 [01:13<19:32, 27.02it/s, loss=3.67, v_num=0]
    Epoch 2:   6%|▌         | 1980/33666 [01:13<19:32, 27.02it/s, loss=3.58, v_num=0]
    Epoch 2:   6%|▌         | 1981/33666 [01:13<19:32, 27.02it/s, loss=3.58, v_num=0]
    Epoch 2:   6%|▌         | 1981/33666 [01:13<19:32, 27.02it/s, loss=3.63, v_num=0]
    Epoch 2:   6%|▌         | 1982/33666 [01:13<19:32, 27.03it/s, loss=3.63, v_num=0]
    Epoch 2:   6%|▌         | 1982/33666 [01:13<19:32, 27.03it/s, loss=3.77, v_num=0]
    Epoch 2:   6%|▌         | 1983/33666 [01:13<19:32, 27.02it/s, loss=3.77, v_num=0]
    Epoch 2:   6%|▌         | 1983/33666 [01:13<19:32, 27.02it/s, loss=3.82, v_num=0]
    Epoch 2:   6%|▌         | 1984/33666 [01:13<19:32, 27.02it/s, loss=3.82, v_num=0]
    Epoch 2:   6%|▌         | 1984/33666 [01:13<19:32, 27.02it/s, loss=3.8, v_num=0] 
    Epoch 2:   6%|▌         | 1985/33666 [01:13<19:32, 27.02it/s, loss=3.8, v_num=0]
    Epoch 2:   6%|▌         | 1985/33666 [01:13<19:32, 27.02it/s, loss=3.84, v_num=0]
    Epoch 2:   6%|▌         | 1986/33666 [01:13<19:32, 27.02it/s, loss=3.84, v_num=0]
    Epoch 2:   6%|▌         | 1986/33666 [01:13<19:32, 27.02it/s, loss=3.88, v_num=0]
    Epoch 2:   6%|▌         | 1987/33666 [01:13<19:32, 27.02it/s, loss=3.88, v_num=0]
    Epoch 2:   6%|▌         | 1987/33666 [01:13<19:32, 27.02it/s, loss=3.9, v_num=0] 
    Epoch 2:   6%|▌         | 1988/33666 [01:13<19:32, 27.02it/s, loss=3.9, v_num=0]
    Epoch 2:   6%|▌         | 1988/33666 [01:13<19:32, 27.02it/s, loss=3.87, v_num=0]
    Epoch 2:   6%|▌         | 1989/33666 [01:13<19:32, 27.02it/s, loss=3.87, v_num=0]
    Epoch 2:   6%|▌         | 1989/33666 [01:13<19:32, 27.02it/s, loss=3.83, v_num=0]
    Epoch 2:   6%|▌         | 1990/33666 [01:13<19:32, 27.02it/s, loss=3.83, v_num=0]
    Epoch 2:   6%|▌         | 1990/33666 [01:13<19:32, 27.02it/s, loss=3.81, v_num=0]
    Epoch 2:   6%|▌         | 1991/33666 [01:13<19:32, 27.02it/s, loss=3.81, v_num=0]
    Epoch 2:   6%|▌         | 1991/33666 [01:13<19:32, 27.02it/s, loss=3.82, v_num=0]
    Epoch 2:   6%|▌         | 1992/33666 [01:13<19:32, 27.02it/s, loss=3.82, v_num=0]
    Epoch 2:   6%|▌         | 1992/33666 [01:13<19:32, 27.02it/s, loss=3.74, v_num=0]
    Epoch 2:   6%|▌         | 1993/33666 [01:13<19:32, 27.02it/s, loss=3.74, v_num=0]
    Epoch 2:   6%|▌         | 1993/33666 [01:13<19:32, 27.02it/s, loss=3.73, v_num=0]
    Epoch 2:   6%|▌         | 1994/33666 [01:13<19:32, 27.02it/s, loss=3.73, v_num=0]
    Epoch 2:   6%|▌         | 1994/33666 [01:13<19:32, 27.02it/s, loss=3.8, v_num=0] 
    Epoch 2:   6%|▌         | 1995/33666 [01:13<19:32, 27.02it/s, loss=3.8, v_num=0]
    Epoch 2:   6%|▌         | 1995/33666 [01:13<19:32, 27.02it/s, loss=3.78, v_num=0]
    Epoch 2:   6%|▌         | 1996/33666 [01:13<19:32, 27.02it/s, loss=3.78, v_num=0]
    Epoch 2:   6%|▌         | 1996/33666 [01:13<19:32, 27.02it/s, loss=3.77, v_num=0]
    Epoch 2:   6%|▌         | 1997/33666 [01:13<19:32, 27.02it/s, loss=3.77, v_num=0]
    Epoch 2:   6%|▌         | 1997/33666 [01:13<19:32, 27.02it/s, loss=3.74, v_num=0]
    Epoch 2:   6%|▌         | 1998/33666 [01:13<19:32, 27.02it/s, loss=3.74, v_num=0]
    Epoch 2:   6%|▌         | 1998/33666 [01:13<19:32, 27.02it/s, loss=3.8, v_num=0] 
    Epoch 2:   6%|▌         | 1999/33666 [01:13<19:32, 27.02it/s, loss=3.8, v_num=0]
    Epoch 2:   6%|▌         | 1999/33666 [01:13<19:32, 27.02it/s, loss=3.75, v_num=0]
    Epoch 2:   6%|▌         | 2000/33666 [01:14<19:32, 27.02it/s, loss=3.75, v_num=0]
    Epoch 2:   6%|▌         | 2000/33666 [01:14<19:32, 27.02it/s, loss=3.79, v_num=0]
    Epoch 2:   6%|▌         | 2001/33666 [01:14<19:32, 27.02it/s, loss=3.79, v_num=0]
    Epoch 2:   6%|▌         | 2001/33666 [01:14<19:32, 27.02it/s, loss=3.72, v_num=0]
    Epoch 2:   6%|▌         | 2002/33666 [01:14<19:32, 27.02it/s, loss=3.72, v_num=0]
    Epoch 2:   6%|▌         | 2002/33666 [01:14<19:32, 27.02it/s, loss=3.71, v_num=0]
    Epoch 2:   6%|▌         | 2003/33666 [01:14<19:32, 27.02it/s, loss=3.71, v_num=0]
    Epoch 2:   6%|▌         | 2003/33666 [01:14<19:32, 27.02it/s, loss=3.7, v_num=0] 
    Epoch 2:   6%|▌         | 2004/33666 [01:14<19:31, 27.02it/s, loss=3.7, v_num=0]
    Epoch 2:   6%|▌         | 2004/33666 [01:14<19:31, 27.02it/s, loss=3.83, v_num=0]
    Epoch 2:   6%|▌         | 2005/33666 [01:14<19:31, 27.02it/s, loss=3.83, v_num=0]
    Epoch 2:   6%|▌         | 2005/33666 [01:14<19:31, 27.01it/s, loss=3.73, v_num=0]
    Epoch 2:   6%|▌         | 2006/33666 [01:14<19:31, 27.02it/s, loss=3.73, v_num=0]
    Epoch 2:   6%|▌         | 2006/33666 [01:14<19:31, 27.01it/s, loss=3.71, v_num=0]
    Epoch 2:   6%|▌         | 2007/33666 [01:14<19:31, 27.02it/s, loss=3.71, v_num=0]
    Epoch 2:   6%|▌         | 2007/33666 [01:14<19:31, 27.02it/s, loss=3.71, v_num=0]
    Epoch 2:   6%|▌         | 2008/33666 [01:14<19:31, 27.02it/s, loss=3.71, v_num=0]
    Epoch 2:   6%|▌         | 2008/33666 [01:14<19:31, 27.02it/s, loss=3.71, v_num=0]
    Epoch 2:   6%|▌         | 2009/33666 [01:14<19:31, 27.02it/s, loss=3.71, v_num=0]
    Epoch 2:   6%|▌         | 2009/33666 [01:14<19:31, 27.02it/s, loss=3.73, v_num=0]
    Epoch 2:   6%|▌         | 2010/33666 [01:14<19:31, 27.02it/s, loss=3.73, v_num=0]
    Epoch 2:   6%|▌         | 2010/33666 [01:14<19:31, 27.02it/s, loss=3.85, v_num=0]
    Epoch 2:   6%|▌         | 2011/33666 [01:14<19:31, 27.02it/s, loss=3.85, v_num=0]
    Epoch 2:   6%|▌         | 2011/33666 [01:14<19:31, 27.02it/s, loss=3.95, v_num=0]
    Epoch 2:   6%|▌         | 2012/33666 [01:14<19:31, 27.02it/s, loss=3.95, v_num=0]
    Epoch 2:   6%|▌         | 2012/33666 [01:14<19:31, 27.02it/s, loss=3.93, v_num=0]
    Epoch 2:   6%|▌         | 2013/33666 [01:14<19:31, 27.02it/s, loss=3.93, v_num=0]
    Epoch 2:   6%|▌         | 2013/33666 [01:14<19:31, 27.02it/s, loss=4, v_num=0]   
    Epoch 2:   6%|▌         | 2014/33666 [01:14<19:31, 27.01it/s, loss=4, v_num=0]
    Epoch 2:   6%|▌         | 2014/33666 [01:14<19:31, 27.01it/s, loss=3.94, v_num=0]
    Epoch 2:   6%|▌         | 2015/33666 [01:14<19:31, 27.01it/s, loss=3.94, v_num=0]
    Epoch 2:   6%|▌         | 2015/33666 [01:14<19:31, 27.01it/s, loss=3.92, v_num=0]
    Epoch 2:   6%|▌         | 2016/33666 [01:14<19:31, 27.01it/s, loss=3.92, v_num=0]
    Epoch 2:   6%|▌         | 2016/33666 [01:14<19:31, 27.01it/s, loss=4.02, v_num=0]
    Epoch 2:   6%|▌         | 2017/33666 [01:14<19:31, 27.01it/s, loss=4.02, v_num=0]
    Epoch 2:   6%|▌         | 2017/33666 [01:14<19:31, 27.01it/s, loss=4.04, v_num=0]
    Epoch 2:   6%|▌         | 2018/33666 [01:14<19:31, 27.01it/s, loss=4.04, v_num=0]
    Epoch 2:   6%|▌         | 2018/33666 [01:14<19:31, 27.01it/s, loss=3.95, v_num=0]
    Epoch 2:   6%|▌         | 2019/33666 [01:14<19:31, 27.01it/s, loss=3.95, v_num=0]
    Epoch 2:   6%|▌         | 2019/33666 [01:14<19:31, 27.01it/s, loss=3.98, v_num=0]
    Epoch 2:   6%|▌         | 2020/33666 [01:14<19:31, 27.01it/s, loss=3.98, v_num=0]
    Epoch 2:   6%|▌         | 2020/33666 [01:14<19:31, 27.01it/s, loss=3.93, v_num=0]
    Epoch 2:   6%|▌         | 2021/33666 [01:14<19:31, 27.01it/s, loss=3.93, v_num=0]
    Epoch 2:   6%|▌         | 2021/33666 [01:14<19:31, 27.01it/s, loss=3.94, v_num=0]
    Epoch 2:   6%|▌         | 2022/33666 [01:14<19:31, 27.01it/s, loss=3.94, v_num=0]
    Epoch 2:   6%|▌         | 2022/33666 [01:14<19:31, 27.01it/s, loss=3.84, v_num=0]
    Epoch 2:   6%|▌         | 2023/33666 [01:14<19:31, 27.01it/s, loss=3.84, v_num=0]
    Epoch 2:   6%|▌         | 2023/33666 [01:14<19:31, 27.01it/s, loss=3.89, v_num=0]
    Epoch 2:   6%|▌         | 2024/33666 [01:14<19:31, 27.01it/s, loss=3.89, v_num=0]
    Epoch 2:   6%|▌         | 2024/33666 [01:14<19:31, 27.01it/s, loss=3.74, v_num=0]
    Epoch 2:   6%|▌         | 2025/33666 [01:14<19:31, 27.01it/s, loss=3.74, v_num=0]
    Epoch 2:   6%|▌         | 2025/33666 [01:14<19:31, 27.01it/s, loss=3.78, v_num=0]
    Epoch 2:   6%|▌         | 2026/33666 [01:15<19:31, 27.01it/s, loss=3.78, v_num=0]
    Epoch 2:   6%|▌         | 2026/33666 [01:15<19:31, 27.01it/s, loss=3.77, v_num=0]
    Epoch 2:   6%|▌         | 2027/33666 [01:15<19:31, 27.01it/s, loss=3.77, v_num=0]
    Epoch 2:   6%|▌         | 2027/33666 [01:15<19:31, 27.01it/s, loss=3.84, v_num=0]
    Epoch 2:   6%|▌         | 2028/33666 [01:15<19:31, 27.01it/s, loss=3.84, v_num=0]
    Epoch 2:   6%|▌         | 2028/33666 [01:15<19:31, 27.01it/s, loss=3.87, v_num=0]
    Epoch 2:   6%|▌         | 2029/33666 [01:15<19:31, 27.01it/s, loss=3.87, v_num=0]
    Epoch 2:   6%|▌         | 2029/33666 [01:15<19:31, 27.01it/s, loss=3.9, v_num=0] 
    Epoch 2:   6%|▌         | 2030/33666 [01:15<19:31, 27.01it/s, loss=3.9, v_num=0]
    Epoch 2:   6%|▌         | 2030/33666 [01:15<19:31, 27.01it/s, loss=3.77, v_num=0]
    Epoch 2:   6%|▌         | 2031/33666 [01:15<19:31, 27.01it/s, loss=3.77, v_num=0]
    Epoch 2:   6%|▌         | 2031/33666 [01:15<19:31, 27.01it/s, loss=3.77, v_num=0]
    Epoch 2:   6%|▌         | 2032/33666 [01:15<19:30, 27.01it/s, loss=3.77, v_num=0]
    Epoch 2:   6%|▌         | 2032/33666 [01:15<19:30, 27.01it/s, loss=3.83, v_num=0]
    Epoch 2:   6%|▌         | 2033/33666 [01:15<19:30, 27.02it/s, loss=3.83, v_num=0]
    Epoch 2:   6%|▌         | 2033/33666 [01:15<19:30, 27.02it/s, loss=3.76, v_num=0]
    Epoch 2:   6%|▌         | 2034/33666 [01:15<19:30, 27.01it/s, loss=3.76, v_num=0]
    Epoch 2:   6%|▌         | 2034/33666 [01:15<19:30, 27.01it/s, loss=3.78, v_num=0]
    Epoch 2:   6%|▌         | 2035/33666 [01:15<19:31, 27.01it/s, loss=3.78, v_num=0]
    Epoch 2:   6%|▌         | 2035/33666 [01:15<19:31, 27.01it/s, loss=3.84, v_num=0]
    Epoch 2:   6%|▌         | 2036/33666 [01:15<19:30, 27.01it/s, loss=3.84, v_num=0]
    Epoch 2:   6%|▌         | 2036/33666 [01:15<19:30, 27.01it/s, loss=3.75, v_num=0]
    Epoch 2:   6%|▌         | 2037/33666 [01:15<19:30, 27.01it/s, loss=3.75, v_num=0]
    Epoch 2:   6%|▌         | 2037/33666 [01:15<19:30, 27.01it/s, loss=3.69, v_num=0]
    Epoch 2:   6%|▌         | 2038/33666 [01:15<19:30, 27.01it/s, loss=3.69, v_num=0]
    Epoch 2:   6%|▌         | 2038/33666 [01:15<19:30, 27.01it/s, loss=3.77, v_num=0]
    Epoch 2:   6%|▌         | 2039/33666 [01:15<19:30, 27.01it/s, loss=3.77, v_num=0]
    Epoch 2:   6%|▌         | 2039/33666 [01:15<19:30, 27.01it/s, loss=3.82, v_num=0]
    Epoch 2:   6%|▌         | 2040/33666 [01:15<19:30, 27.01it/s, loss=3.82, v_num=0]
    Epoch 2:   6%|▌         | 2040/33666 [01:15<19:30, 27.01it/s, loss=3.92, v_num=0]
    Epoch 2:   6%|▌         | 2041/33666 [01:15<19:30, 27.01it/s, loss=3.92, v_num=0]
    Epoch 2:   6%|▌         | 2041/33666 [01:15<19:31, 27.01it/s, loss=3.94, v_num=0]
    Epoch 2:   6%|▌         | 2042/33666 [01:15<19:30, 27.01it/s, loss=3.94, v_num=0]
    Epoch 2:   6%|▌         | 2042/33666 [01:15<19:31, 27.01it/s, loss=3.92, v_num=0]
    Epoch 2:   6%|▌         | 2043/33666 [01:15<19:30, 27.01it/s, loss=3.92, v_num=0]
    Epoch 2:   6%|▌         | 2043/33666 [01:15<19:30, 27.01it/s, loss=3.79, v_num=0]
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    Epoch 2:   6%|▌         | 2044/33666 [01:15<19:30, 27.01it/s, loss=3.83, v_num=0]
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    Epoch 2:   6%|▌         | 2045/33666 [01:15<19:30, 27.00it/s, loss=3.81, v_num=0]
    Epoch 2:   6%|▌         | 2046/33666 [01:15<19:30, 27.01it/s, loss=3.81, v_num=0]
    Epoch 2:   6%|▌         | 2046/33666 [01:15<19:30, 27.01it/s, loss=3.79, v_num=0]
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    Epoch 2:   6%|▌         | 2047/33666 [01:15<19:30, 27.00it/s, loss=3.73, v_num=0]
    Epoch 2:   6%|▌         | 2048/33666 [01:15<19:30, 27.01it/s, loss=3.73, v_num=0]
    Epoch 2:   6%|▌         | 2048/33666 [01:15<19:30, 27.01it/s, loss=3.72, v_num=0]
    Epoch 2:   6%|▌         | 2049/33666 [01:15<19:30, 27.01it/s, loss=3.72, v_num=0]
    Epoch 2:   6%|▌         | 2049/33666 [01:15<19:30, 27.01it/s, loss=3.68, v_num=0]
    Epoch 2:   6%|▌         | 2050/33666 [01:15<19:30, 27.01it/s, loss=3.68, v_num=0]
    Epoch 2:   6%|▌         | 2050/33666 [01:15<19:30, 27.01it/s, loss=3.6, v_num=0] 
    Epoch 2:   6%|▌         | 2051/33666 [01:15<19:30, 27.01it/s, loss=3.6, v_num=0]
    Epoch 2:   6%|▌         | 2051/33666 [01:15<19:30, 27.01it/s, loss=3.56, v_num=0]
    Epoch 2:   6%|▌         | 2052/33666 [01:15<19:30, 27.00it/s, loss=3.56, v_num=0]
    Epoch 2:   6%|▌         | 2052/33666 [01:15<19:30, 27.00it/s, loss=3.53, v_num=0]
    Epoch 2:   6%|▌         | 2053/33666 [01:16<19:30, 27.01it/s, loss=3.53, v_num=0]
    Epoch 2:   6%|▌         | 2053/33666 [01:16<19:30, 27.01it/s, loss=3.51, v_num=0]
    Epoch 2:   6%|▌         | 2054/33666 [01:16<19:30, 27.00it/s, loss=3.51, v_num=0]
    Epoch 2:   6%|▌         | 2054/33666 [01:16<19:30, 27.00it/s, loss=3.54, v_num=0]
    Epoch 2:   6%|▌         | 2055/33666 [01:16<19:30, 27.01it/s, loss=3.54, v_num=0]
    Epoch 2:   6%|▌         | 2055/33666 [01:16<19:30, 27.01it/s, loss=3.46, v_num=0]
    Epoch 2:   6%|▌         | 2056/33666 [01:16<19:30, 27.00it/s, loss=3.46, v_num=0]
    Epoch 2:   6%|▌         | 2056/33666 [01:16<19:30, 27.00it/s, loss=3.47, v_num=0]
    Epoch 2:   6%|▌         | 2057/33666 [01:16<19:30, 27.00it/s, loss=3.47, v_num=0]
    Epoch 2:   6%|▌         | 2057/33666 [01:16<19:30, 27.00it/s, loss=3.55, v_num=0]
    Epoch 2:   6%|▌         | 2058/33666 [01:16<19:30, 27.00it/s, loss=3.55, v_num=0]
    Epoch 2:   6%|▌         | 2058/33666 [01:16<19:30, 27.00it/s, loss=3.52, v_num=0]
    Epoch 2:   6%|▌         | 2059/33666 [01:16<19:30, 27.00it/s, loss=3.52, v_num=0]
    Epoch 2:   6%|▌         | 2059/33666 [01:16<19:30, 27.00it/s, loss=3.47, v_num=0]
    Epoch 2:   6%|▌         | 2060/33666 [01:16<19:30, 27.00it/s, loss=3.47, v_num=0]
    Epoch 2:   6%|▌         | 2060/33666 [01:16<19:30, 27.00it/s, loss=3.35, v_num=0]
    Epoch 2:   6%|▌         | 2061/33666 [01:16<19:30, 27.00it/s, loss=3.35, v_num=0]
    Epoch 2:   6%|▌         | 2061/33666 [01:16<19:30, 27.00it/s, loss=3.32, v_num=0]
    Epoch 2:   6%|▌         | 2062/33666 [01:16<19:30, 27.00it/s, loss=3.32, v_num=0]
    Epoch 2:   6%|▌         | 2062/33666 [01:16<19:30, 27.00it/s, loss=3.37, v_num=0]
    Epoch 2:   6%|▌         | 2063/33666 [01:16<19:30, 27.00it/s, loss=3.37, v_num=0]
    Epoch 2:   6%|▌         | 2063/33666 [01:16<19:30, 27.00it/s, loss=3.44, v_num=0]
    Epoch 2:   6%|▌         | 2064/33666 [01:16<19:30, 27.00it/s, loss=3.44, v_num=0]
    Epoch 2:   6%|▌         | 2064/33666 [01:16<19:30, 27.00it/s, loss=3.48, v_num=0]
    Epoch 2:   6%|▌         | 2065/33666 [01:16<19:30, 27.00it/s, loss=3.48, v_num=0]
    Epoch 2:   6%|▌         | 2065/33666 [01:16<19:30, 27.00it/s, loss=3.49, v_num=0]
    Epoch 2:   6%|▌         | 2066/33666 [01:16<19:30, 27.00it/s, loss=3.49, v_num=0]
    Epoch 2:   6%|▌         | 2066/33666 [01:16<19:30, 27.00it/s, loss=3.52, v_num=0]
    Epoch 2:   6%|▌         | 2067/33666 [01:16<19:30, 27.00it/s, loss=3.52, v_num=0]
    Epoch 2:   6%|▌         | 2067/33666 [01:16<19:30, 27.00it/s, loss=3.53, v_num=0]
    Epoch 2:   6%|▌         | 2068/33666 [01:16<19:30, 27.00it/s, loss=3.53, v_num=0]
    Epoch 2:   6%|▌         | 2068/33666 [01:16<19:30, 27.00it/s, loss=3.49, v_num=0]
    Epoch 2:   6%|▌         | 2069/33666 [01:16<19:30, 27.00it/s, loss=3.49, v_num=0]
    Epoch 2:   6%|▌         | 2069/33666 [01:16<19:30, 27.00it/s, loss=3.51, v_num=0]
    Epoch 2:   6%|▌         | 2070/33666 [01:16<19:30, 27.00it/s, loss=3.51, v_num=0]
    Epoch 2:   6%|▌         | 2070/33666 [01:16<19:30, 27.00it/s, loss=3.65, v_num=0]
    Epoch 2:   6%|▌         | 2071/33666 [01:16<19:30, 27.00it/s, loss=3.65, v_num=0]
    Epoch 2:   6%|▌         | 2071/33666 [01:16<19:30, 27.00it/s, loss=3.76, v_num=0]
    Epoch 2:   6%|▌         | 2072/33666 [01:16<19:30, 27.00it/s, loss=3.76, v_num=0]
    Epoch 2:   6%|▌         | 2072/33666 [01:16<19:30, 27.00it/s, loss=3.78, v_num=0]
    Epoch 2:   6%|▌         | 2073/33666 [01:16<19:29, 27.00it/s, loss=3.78, v_num=0]
    Epoch 2:   6%|▌         | 2073/33666 [01:16<19:30, 27.00it/s, loss=3.88, v_num=0]
    Epoch 2:   6%|▌         | 2074/33666 [01:16<19:29, 27.00it/s, loss=3.88, v_num=0]
    Epoch 2:   6%|▌         | 2074/33666 [01:16<19:29, 27.00it/s, loss=3.83, v_num=0]
    Epoch 2:   6%|▌         | 2075/33666 [01:16<19:29, 27.00it/s, loss=3.83, v_num=0]
    Epoch 2:   6%|▌         | 2075/33666 [01:16<19:29, 27.00it/s, loss=3.84, v_num=0]
    Epoch 2:   6%|▌         | 2076/33666 [01:16<19:29, 27.00it/s, loss=3.84, v_num=0]
    Epoch 2:   6%|▌         | 2076/33666 [01:16<19:29, 27.00it/s, loss=3.84, v_num=0]
    Epoch 2:   6%|▌         | 2077/33666 [01:16<19:29, 27.00it/s, loss=3.84, v_num=0]
    Epoch 2:   6%|▌         | 2077/33666 [01:16<19:29, 27.00it/s, loss=3.85, v_num=0]
    Epoch 2:   6%|▌         | 2078/33666 [01:16<19:29, 27.00it/s, loss=3.85, v_num=0]
    Epoch 2:   6%|▌         | 2078/33666 [01:16<19:29, 27.00it/s, loss=3.82, v_num=0]
    Epoch 2:   6%|▌         | 2079/33666 [01:16<19:29, 27.00it/s, loss=3.82, v_num=0]
    Epoch 2:   6%|▌         | 2079/33666 [01:16<19:29, 27.00it/s, loss=3.85, v_num=0]
    Epoch 2:   6%|▌         | 2080/33666 [01:17<19:29, 27.00it/s, loss=3.85, v_num=0]
    Epoch 2:   6%|▌         | 2080/33666 [01:17<19:29, 27.00it/s, loss=3.93, v_num=0]
    Epoch 2:   6%|▌         | 2081/33666 [01:17<19:29, 27.01it/s, loss=3.93, v_num=0]
    Epoch 2:   6%|▌         | 2081/33666 [01:17<19:29, 27.01it/s, loss=3.97, v_num=0]
    Epoch 2:   6%|▌         | 2082/33666 [01:17<19:29, 27.01it/s, loss=3.97, v_num=0]
    Epoch 2:   6%|▌         | 2082/33666 [01:17<19:29, 27.01it/s, loss=3.93, v_num=0]
    Epoch 2:   6%|▌         | 2083/33666 [01:17<19:29, 27.01it/s, loss=3.93, v_num=0]
    Epoch 2:   6%|▌         | 2083/33666 [01:17<19:29, 27.01it/s, loss=3.88, v_num=0]
    Epoch 2:   6%|▌         | 2084/33666 [01:17<19:29, 27.01it/s, loss=3.88, v_num=0]
    Epoch 2:   6%|▌         | 2084/33666 [01:17<19:29, 27.01it/s, loss=3.82, v_num=0]
    Epoch 2:   6%|▌         | 2085/33666 [01:17<19:29, 27.01it/s, loss=3.82, v_num=0]
    Epoch 2:   6%|▌         | 2085/33666 [01:17<19:29, 27.01it/s, loss=3.8, v_num=0] 
    Epoch 2:   6%|▌         | 2086/33666 [01:17<19:29, 27.01it/s, loss=3.8, v_num=0]
    Epoch 2:   6%|▌         | 2086/33666 [01:17<19:29, 27.01it/s, loss=3.81, v_num=0]
    Epoch 2:   6%|▌         | 2087/33666 [01:17<19:29, 27.01it/s, loss=3.81, v_num=0]
    Epoch 2:   6%|▌         | 2087/33666 [01:17<19:29, 27.01it/s, loss=3.8, v_num=0] 
    Epoch 2:   6%|▌         | 2088/33666 [01:17<19:29, 27.01it/s, loss=3.8, v_num=0]
    Epoch 2:   6%|▌         | 2088/33666 [01:17<19:29, 27.01it/s, loss=3.77, v_num=0]
    Epoch 2:   6%|▌         | 2089/33666 [01:17<19:29, 27.01it/s, loss=3.77, v_num=0]
    Epoch 2:   6%|▌         | 2089/33666 [01:17<19:29, 27.01it/s, loss=3.77, v_num=0]
    Epoch 2:   6%|▌         | 2090/33666 [01:17<19:29, 27.01it/s, loss=3.77, v_num=0]
    Epoch 2:   6%|▌         | 2090/33666 [01:17<19:29, 27.01it/s, loss=3.73, v_num=0]
    Epoch 2:   6%|▌         | 2091/33666 [01:17<19:29, 27.01it/s, loss=3.73, v_num=0]
    Epoch 2:   6%|▌         | 2091/33666 [01:17<19:29, 27.01it/s, loss=3.58, v_num=0]
    Epoch 2:   6%|▌         | 2092/33666 [01:17<19:29, 27.01it/s, loss=3.58, v_num=0]
    Epoch 2:   6%|▌         | 2092/33666 [01:17<19:29, 27.01it/s, loss=3.55, v_num=0]
    Epoch 2:   6%|▌         | 2093/33666 [01:17<19:29, 27.01it/s, loss=3.55, v_num=0]
    Epoch 2:   6%|▌         | 2093/33666 [01:17<19:29, 27.01it/s, loss=3.48, v_num=0]
    Epoch 2:   6%|▌         | 2094/33666 [01:17<19:28, 27.01it/s, loss=3.48, v_num=0]
    Epoch 2:   6%|▌         | 2094/33666 [01:17<19:28, 27.01it/s, loss=3.48, v_num=0]
    Epoch 2:   6%|▌         | 2095/33666 [01:17<19:28, 27.01it/s, loss=3.48, v_num=0]
    Epoch 2:   6%|▌         | 2095/33666 [01:17<19:28, 27.01it/s, loss=3.53, v_num=0]
    Epoch 2:   6%|▌         | 2096/33666 [01:17<19:28, 27.01it/s, loss=3.53, v_num=0]
    Epoch 2:   6%|▌         | 2096/33666 [01:17<19:28, 27.01it/s, loss=3.54, v_num=0]
    Epoch 2:   6%|▌         | 2097/33666 [01:17<19:28, 27.01it/s, loss=3.54, v_num=0]
    Epoch 2:   6%|▌         | 2097/33666 [01:17<19:28, 27.01it/s, loss=3.48, v_num=0]
    Epoch 2:   6%|▌         | 2098/33666 [01:17<19:28, 27.01it/s, loss=3.48, v_num=0]
    Epoch 2:   6%|▌         | 2098/33666 [01:17<19:28, 27.01it/s, loss=3.43, v_num=0]
    Epoch 2:   6%|▌         | 2099/33666 [01:17<19:28, 27.01it/s, loss=3.43, v_num=0]
    Epoch 2:   6%|▌         | 2099/33666 [01:17<19:28, 27.01it/s, loss=3.36, v_num=0]
    Epoch 2:   6%|▌         | 2100/33666 [01:17<19:28, 27.01it/s, loss=3.36, v_num=0]
    Epoch 2:   6%|▌         | 2100/33666 [01:17<19:28, 27.01it/s, loss=3.31, v_num=0]
    Epoch 2:   6%|▌         | 2101/33666 [01:17<19:28, 27.01it/s, loss=3.31, v_num=0]
    Epoch 2:   6%|▌         | 2101/33666 [01:17<19:28, 27.01it/s, loss=3.27, v_num=0]
    Epoch 2:   6%|▌         | 2102/33666 [01:17<19:28, 27.01it/s, loss=3.27, v_num=0]
    Epoch 2:   6%|▌         | 2102/33666 [01:17<19:28, 27.01it/s, loss=3.3, v_num=0] 
    Epoch 2:   6%|▌         | 2103/33666 [01:17<19:28, 27.01it/s, loss=3.3, v_num=0]
    Epoch 2:   6%|▌         | 2103/33666 [01:17<19:28, 27.01it/s, loss=3.38, v_num=0]
    Epoch 2:   6%|▌         | 2104/33666 [01:17<19:28, 27.01it/s, loss=3.38, v_num=0]
    Epoch 2:   6%|▌         | 2104/33666 [01:17<19:28, 27.01it/s, loss=3.37, v_num=0]
    Epoch 2:   6%|▋         | 2105/33666 [01:17<19:28, 27.01it/s, loss=3.37, v_num=0]
    Epoch 2:   6%|▋         | 2105/33666 [01:17<19:28, 27.01it/s, loss=3.4, v_num=0] 
    Epoch 2:   6%|▋         | 2106/33666 [01:17<19:28, 27.01it/s, loss=3.4, v_num=0]
    Epoch 2:   6%|▋         | 2106/33666 [01:17<19:28, 27.01it/s, loss=3.31, v_num=0]
    Epoch 2:   6%|▋         | 2107/33666 [01:18<19:28, 27.01it/s, loss=3.31, v_num=0]
    Epoch 2:   6%|▋         | 2107/33666 [01:18<19:28, 27.01it/s, loss=3.35, v_num=0]
    Epoch 2:   6%|▋         | 2108/33666 [01:18<19:28, 27.01it/s, loss=3.35, v_num=0]
    Epoch 2:   6%|▋         | 2108/33666 [01:18<19:28, 27.01it/s, loss=3.39, v_num=0]
    Epoch 2:   6%|▋         | 2109/33666 [01:18<19:28, 27.00it/s, loss=3.39, v_num=0]
    Epoch 2:   6%|▋         | 2109/33666 [01:18<19:28, 27.00it/s, loss=3.34, v_num=0]
    Epoch 2:   6%|▋         | 2110/33666 [01:18<19:28, 27.00it/s, loss=3.34, v_num=0]
    Epoch 2:   6%|▋         | 2110/33666 [01:18<19:28, 27.00it/s, loss=3.36, v_num=0]
    Epoch 2:   6%|▋         | 2111/33666 [01:18<19:28, 27.00it/s, loss=3.36, v_num=0]
    Epoch 2:   6%|▋         | 2111/33666 [01:18<19:28, 27.00it/s, loss=3.4, v_num=0] 
    Epoch 2:   6%|▋         | 2112/33666 [01:18<19:28, 27.00it/s, loss=3.4, v_num=0]
    Epoch 2:   6%|▋         | 2112/33666 [01:18<19:28, 27.00it/s, loss=3.49, v_num=0]
    Epoch 2:   6%|▋         | 2113/33666 [01:18<19:28, 27.00it/s, loss=3.49, v_num=0]
    Epoch 2:   6%|▋         | 2113/33666 [01:18<19:28, 27.00it/s, loss=3.58, v_num=0]
    Epoch 2:   6%|▋         | 2114/33666 [01:18<19:28, 27.00it/s, loss=3.58, v_num=0]
    Epoch 2:   6%|▋         | 2114/33666 [01:18<19:28, 27.00it/s, loss=3.6, v_num=0] 
    Epoch 2:   6%|▋         | 2115/33666 [01:18<19:28, 27.00it/s, loss=3.6, v_num=0]
    Epoch 2:   6%|▋         | 2115/33666 [01:18<19:28, 27.00it/s, loss=3.59, v_num=0]
    Epoch 2:   6%|▋         | 2116/33666 [01:18<19:28, 27.00it/s, loss=3.59, v_num=0]
    Epoch 2:   6%|▋         | 2116/33666 [01:18<19:28, 27.00it/s, loss=3.62, v_num=0]
    Epoch 2:   6%|▋         | 2117/33666 [01:18<19:28, 27.00it/s, loss=3.62, v_num=0]
    Epoch 2:   6%|▋         | 2117/33666 [01:18<19:28, 27.00it/s, loss=3.6, v_num=0] 
    Epoch 2:   6%|▋         | 2118/33666 [01:18<19:28, 27.00it/s, loss=3.6, v_num=0]
    Epoch 2:   6%|▋         | 2118/33666 [01:18<19:28, 27.00it/s, loss=3.63, v_num=0]
    Epoch 2:   6%|▋         | 2119/33666 [01:18<19:28, 27.00it/s, loss=3.63, v_num=0]
    Epoch 2:   6%|▋         | 2119/33666 [01:18<19:28, 27.00it/s, loss=3.68, v_num=0]
    Epoch 2:   6%|▋         | 2120/33666 [01:18<19:28, 27.00it/s, loss=3.68, v_num=0]
    Epoch 2:   6%|▋         | 2120/33666 [01:18<19:28, 27.00it/s, loss=3.78, v_num=0]
    Epoch 2:   6%|▋         | 2121/33666 [01:18<19:28, 27.00it/s, loss=3.78, v_num=0]
    Epoch 2:   6%|▋         | 2121/33666 [01:18<19:28, 27.00it/s, loss=3.77, v_num=0]
    Epoch 2:   6%|▋         | 2122/33666 [01:18<19:28, 27.00it/s, loss=3.77, v_num=0]
    Epoch 2:   6%|▋         | 2122/33666 [01:18<19:28, 27.00it/s, loss=3.88, v_num=0]
    Epoch 2:   6%|▋         | 2123/33666 [01:18<19:28, 27.00it/s, loss=3.88, v_num=0]
    Epoch 2:   6%|▋         | 2123/33666 [01:18<19:28, 27.00it/s, loss=3.84, v_num=0]
    Epoch 2:   6%|▋         | 2124/33666 [01:18<19:28, 27.00it/s, loss=3.84, v_num=0]
    Epoch 2:   6%|▋         | 2124/33666 [01:18<19:28, 27.00it/s, loss=3.82, v_num=0]
    Epoch 2:   6%|▋         | 2125/33666 [01:18<19:28, 27.00it/s, loss=3.82, v_num=0]
    Epoch 2:   6%|▋         | 2125/33666 [01:18<19:28, 27.00it/s, loss=3.78, v_num=0]
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    Epoch 2:   6%|▋         | 2132/33666 [01:18<19:28, 27.00it/s, loss=3.78, v_num=0]
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    Epoch 2:   6%|▋         | 2136/33666 [01:19<19:28, 26.99it/s, loss=3.7, v_num=0]
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    Epoch 2:   6%|▋         | 2139/33666 [01:19<19:27, 26.99it/s, loss=3.74, v_num=0]
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    Epoch 2:   6%|▋         | 2140/33666 [01:19<19:27, 26.99it/s, loss=3.65, v_num=0]
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    Epoch 2:   6%|▋         | 2143/33666 [01:19<19:27, 26.99it/s, loss=3.5, v_num=0]
    Epoch 2:   6%|▋         | 2143/33666 [01:19<19:27, 26.99it/s, loss=3.57, v_num=0]
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    Epoch 2:   6%|▋         | 2146/33666 [01:19<19:27, 26.99it/s, loss=3.6, v_num=0] 
    Epoch 2:   6%|▋         | 2147/33666 [01:19<19:27, 26.99it/s, loss=3.6, v_num=0]
    Epoch 2:   6%|▋         | 2147/33666 [01:19<19:27, 26.99it/s, loss=3.62, v_num=0]
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    Epoch 2:   6%|▋         | 2151/33666 [01:19<19:27, 26.99it/s, loss=3.47, v_num=0]
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    Epoch 2:   6%|▋         | 2152/33666 [01:19<19:27, 26.99it/s, loss=3.55, v_num=0]
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    Epoch 2:   6%|▋         | 2153/33666 [01:19<19:27, 26.99it/s, loss=3.63, v_num=0]
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    Epoch 2:   6%|▋         | 2154/33666 [01:19<19:27, 26.99it/s, loss=3.63, v_num=0]
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    Epoch 2:   6%|▋         | 2155/33666 [01:19<19:27, 26.99it/s, loss=3.61, v_num=0]
    Epoch 2:   6%|▋         | 2156/33666 [01:19<19:27, 26.99it/s, loss=3.61, v_num=0]
    Epoch 2:   6%|▋         | 2156/33666 [01:19<19:27, 26.99it/s, loss=3.64, v_num=0]
    Epoch 2:   6%|▋         | 2157/33666 [01:19<19:27, 26.99it/s, loss=3.64, v_num=0]
    Epoch 2:   6%|▋         | 2157/33666 [01:19<19:27, 26.99it/s, loss=3.68, v_num=0]
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    Epoch 2:   6%|▋         | 2158/33666 [01:19<19:27, 26.99it/s, loss=3.73, v_num=0]
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    Epoch 2:   6%|▋         | 2159/33666 [01:20<19:27, 26.99it/s, loss=3.79, v_num=0]
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    Epoch 2:   6%|▋         | 2160/33666 [01:20<19:27, 26.99it/s, loss=3.83, v_num=0]
    Epoch 2:   6%|▋         | 2161/33666 [01:20<19:27, 26.99it/s, loss=3.83, v_num=0]
    Epoch 2:   6%|▋         | 2161/33666 [01:20<19:27, 26.99it/s, loss=3.81, v_num=0]
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    Epoch 2:   6%|▋         | 2162/33666 [01:20<19:27, 26.99it/s, loss=3.84, v_num=0]
    Epoch 2:   6%|▋         | 2163/33666 [01:20<19:27, 26.99it/s, loss=3.84, v_num=0]
    Epoch 2:   6%|▋         | 2163/33666 [01:20<19:27, 26.99it/s, loss=3.8, v_num=0] 
    Epoch 2:   6%|▋         | 2164/33666 [01:20<19:27, 26.99it/s, loss=3.8, v_num=0]
    Epoch 2:   6%|▋         | 2164/33666 [01:20<19:27, 26.99it/s, loss=3.87, v_num=0]
    Epoch 2:   6%|▋         | 2165/33666 [01:20<19:27, 26.99it/s, loss=3.87, v_num=0]
    Epoch 2:   6%|▋         | 2165/33666 [01:20<19:27, 26.99it/s, loss=3.91, v_num=0]
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    Epoch 2:   6%|▋         | 2166/33666 [01:20<19:27, 26.98it/s, loss=3.84, v_num=0]
    Epoch 2:   6%|▋         | 2167/33666 [01:20<19:27, 26.99it/s, loss=3.84, v_num=0]
    Epoch 2:   6%|▋         | 2167/33666 [01:20<19:27, 26.99it/s, loss=3.89, v_num=0]
    Epoch 2:   6%|▋         | 2168/33666 [01:20<19:27, 26.99it/s, loss=3.89, v_num=0]
    Epoch 2:   6%|▋         | 2168/33666 [01:20<19:27, 26.99it/s, loss=3.93, v_num=0]
    Epoch 2:   6%|▋         | 2169/33666 [01:20<19:27, 26.99it/s, loss=3.93, v_num=0]
    Epoch 2:   6%|▋         | 2169/33666 [01:20<19:27, 26.99it/s, loss=3.98, v_num=0]
    Epoch 2:   6%|▋         | 2170/33666 [01:20<19:27, 26.99it/s, loss=3.98, v_num=0]
    Epoch 2:   6%|▋         | 2170/33666 [01:20<19:27, 26.99it/s, loss=3.95, v_num=0]
    Epoch 2:   6%|▋         | 2171/33666 [01:20<19:27, 26.99it/s, loss=3.95, v_num=0]
    Epoch 2:   6%|▋         | 2171/33666 [01:20<19:27, 26.99it/s, loss=4.03, v_num=0]
    Epoch 2:   6%|▋         | 2172/33666 [01:20<19:26, 26.99it/s, loss=4.03, v_num=0]
    Epoch 2:   6%|▋         | 2172/33666 [01:20<19:26, 26.99it/s, loss=3.98, v_num=0]
    Epoch 2:   6%|▋         | 2173/33666 [01:20<19:26, 26.99it/s, loss=3.98, v_num=0]
    Epoch 2:   6%|▋         | 2173/33666 [01:20<19:26, 26.99it/s, loss=3.92, v_num=0]
    Epoch 2:   6%|▋         | 2174/33666 [01:20<19:26, 26.99it/s, loss=3.92, v_num=0]
    Epoch 2:   6%|▋         | 2174/33666 [01:20<19:26, 26.99it/s, loss=3.86, v_num=0]
    Epoch 2:   6%|▋         | 2175/33666 [01:20<19:26, 26.99it/s, loss=3.86, v_num=0]
    Epoch 2:   6%|▋         | 2175/33666 [01:20<19:26, 26.99it/s, loss=3.84, v_num=0]
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    Epoch 2:   6%|▋         | 2176/33666 [01:20<19:26, 26.99it/s, loss=3.9, v_num=0] 
    Epoch 2:   6%|▋         | 2177/33666 [01:20<19:26, 26.99it/s, loss=3.9, v_num=0]
    Epoch 2:   6%|▋         | 2177/33666 [01:20<19:26, 26.99it/s, loss=3.9, v_num=0]
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    Epoch 2:   6%|▋         | 2178/33666 [01:20<19:26, 26.99it/s, loss=3.86, v_num=0]
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    Epoch 2:   6%|▋         | 2179/33666 [01:20<19:26, 26.99it/s, loss=3.83, v_num=0]
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    Epoch 2:   6%|▋         | 2180/33666 [01:20<19:26, 26.99it/s, loss=3.84, v_num=0]
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    Epoch 2:   6%|▋         | 2181/33666 [01:20<19:26, 26.99it/s, loss=3.87, v_num=0]
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    Epoch 2:   6%|▋         | 2182/33666 [01:20<19:26, 26.99it/s, loss=3.88, v_num=0]
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    Epoch 2:   6%|▋         | 2183/33666 [01:20<19:26, 26.99it/s, loss=3.91, v_num=0]
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    Epoch 2:   6%|▋         | 2184/33666 [01:20<19:26, 26.99it/s, loss=3.92, v_num=0]
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    Epoch 2:   6%|▋         | 2185/33666 [01:20<19:26, 26.99it/s, loss=3.91, v_num=0]
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    Epoch 2:   6%|▋         | 2186/33666 [01:20<19:26, 26.99it/s, loss=3.93, v_num=0]
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    Epoch 2:   6%|▋         | 2187/33666 [01:21<19:26, 26.99it/s, loss=3.87, v_num=0]
    Epoch 2:   6%|▋         | 2188/33666 [01:21<19:26, 26.99it/s, loss=3.87, v_num=0]
    Epoch 2:   6%|▋         | 2188/33666 [01:21<19:26, 26.99it/s, loss=3.81, v_num=0]
    Epoch 2:   7%|▋         | 2189/33666 [01:21<19:26, 26.99it/s, loss=3.81, v_num=0]
    Epoch 2:   7%|▋         | 2189/33666 [01:21<19:26, 26.99it/s, loss=3.75, v_num=0]
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    Epoch 2:   7%|▋         | 2190/33666 [01:21<19:26, 26.99it/s, loss=3.77, v_num=0]
    Epoch 2:   7%|▋         | 2191/33666 [01:21<19:26, 26.99it/s, loss=3.77, v_num=0]
    Epoch 2:   7%|▋         | 2191/33666 [01:21<19:26, 26.99it/s, loss=3.7, v_num=0] 
    Epoch 2:   7%|▋         | 2192/33666 [01:21<19:26, 26.99it/s, loss=3.7, v_num=0]
    Epoch 2:   7%|▋         | 2192/33666 [01:21<19:26, 26.99it/s, loss=3.66, v_num=0]
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    Epoch 2:   7%|▋         | 2193/33666 [01:21<19:26, 26.99it/s, loss=3.67, v_num=0]
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    Epoch 2:   7%|▋         | 2196/33666 [01:21<19:26, 26.99it/s, loss=3.65, v_num=0]
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    Epoch 2:   7%|▋         | 2201/33666 [01:21<19:25, 26.99it/s, loss=3.52, v_num=0]
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    Epoch 2:   7%|▋         | 2205/33666 [01:21<19:25, 26.99it/s, loss=3.51, v_num=0]
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    Epoch 2:   7%|▋         | 2211/33666 [01:21<19:25, 26.98it/s, loss=3.63, v_num=0]
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    Epoch 2:   7%|▋         | 2214/33666 [01:22<19:25, 26.98it/s, loss=3.63, v_num=0]
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    Epoch 2:   7%|▋         | 2215/33666 [01:22<19:25, 26.98it/s, loss=3.62, v_num=0]
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    Epoch 2:   7%|▋         | 2216/33666 [01:22<19:25, 26.98it/s, loss=3.58, v_num=0]
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    Epoch 2:   7%|▋         | 2217/33666 [01:22<19:25, 26.99it/s, loss=3.63, v_num=0]
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    Epoch 2:   7%|▋         | 2218/33666 [01:22<19:25, 26.98it/s, loss=3.74, v_num=0]
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    Epoch 2:   7%|▋         | 2219/33666 [01:22<19:25, 26.99it/s, loss=3.71, v_num=0]
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    Epoch 2:   7%|▋         | 2220/33666 [01:22<19:25, 26.99it/s, loss=3.78, v_num=0]
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    Epoch 2:   7%|▋         | 2222/33666 [01:22<19:25, 26.99it/s, loss=3.77, v_num=0]
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    Epoch 2:   7%|▋         | 2223/33666 [01:22<19:25, 26.99it/s, loss=3.73, v_num=0]
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    Epoch 2:   7%|▋         | 2224/33666 [01:22<19:25, 26.99it/s, loss=3.74, v_num=0]
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    Epoch 2:   7%|▋         | 2225/33666 [01:22<19:25, 26.99it/s, loss=3.76, v_num=0]
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    Epoch 2:   7%|▋         | 2226/33666 [01:22<19:25, 26.99it/s, loss=3.77, v_num=0]
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    Epoch 2:   7%|▋         | 2227/33666 [01:22<19:24, 26.99it/s, loss=3.8, v_num=0] 
    Epoch 2:   7%|▋         | 2228/33666 [01:22<19:24, 26.99it/s, loss=3.8, v_num=0]
    Epoch 2:   7%|▋         | 2228/33666 [01:22<19:24, 26.99it/s, loss=3.72, v_num=0]
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    Epoch 2:   7%|▋         | 2229/33666 [01:22<19:25, 26.98it/s, loss=3.74, v_num=0]
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    Epoch 2:   7%|▋         | 2230/33666 [01:22<19:25, 26.98it/s, loss=3.77, v_num=0]
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    Epoch 2:   7%|▋         | 2231/33666 [01:22<19:25, 26.98it/s, loss=3.81, v_num=0]
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    Epoch 2:   7%|▋         | 2232/33666 [01:22<19:25, 26.98it/s, loss=3.83, v_num=0]
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    Epoch 2:   7%|▋         | 2234/33666 [01:22<19:24, 26.98it/s, loss=3.83, v_num=0]
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    Epoch 2:   7%|▋         | 2235/33666 [01:22<19:24, 26.98it/s, loss=3.88, v_num=0]
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    Epoch 2:   7%|▋         | 2237/33666 [01:22<19:24, 26.98it/s, loss=3.98, v_num=0]
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    Epoch 2:   7%|▋         | 2238/33666 [01:22<19:24, 26.98it/s, loss=3.89, v_num=0]
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    Epoch 2:   7%|▋         | 2240/33666 [01:23<19:24, 26.98it/s, loss=3.77, v_num=0]
    Epoch 2:   7%|▋         | 2241/33666 [01:23<19:24, 26.98it/s, loss=3.77, v_num=0]
    Epoch 2:   7%|▋         | 2241/33666 [01:23<19:24, 26.98it/s, loss=3.72, v_num=0]
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    Epoch 2:   7%|▋         | 2243/33666 [01:23<19:24, 26.98it/s, loss=3.77, v_num=0]
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    Epoch 2:   7%|▋         | 2246/33666 [01:23<19:24, 26.98it/s, loss=3.77, v_num=0]
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    Epoch 2:   7%|▋         | 2247/33666 [01:23<19:24, 26.98it/s, loss=3.76, v_num=0]
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    Epoch 2:   7%|▋         | 2248/33666 [01:23<19:24, 26.98it/s, loss=3.78, v_num=0]
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    Epoch 2:   7%|▋         | 2249/33666 [01:23<19:24, 26.98it/s, loss=3.77, v_num=0]
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    Epoch 2:   7%|▋         | 2251/33666 [01:23<19:24, 26.98it/s, loss=3.68, v_num=0]
    Epoch 2:   7%|▋         | 2251/33666 [01:23<19:24, 26.98it/s, loss=3.62, v_num=0]
    Epoch 2:   7%|▋         | 2252/33666 [01:23<19:24, 26.98it/s, loss=3.62, v_num=0]
    Epoch 2:   7%|▋         | 2252/33666 [01:23<19:24, 26.98it/s, loss=3.54, v_num=0]
    Epoch 2:   7%|▋         | 2253/33666 [01:23<19:24, 26.98it/s, loss=3.54, v_num=0]
    Epoch 2:   7%|▋         | 2253/33666 [01:23<19:24, 26.98it/s, loss=3.47, v_num=0]
    Epoch 2:   7%|▋         | 2254/33666 [01:23<19:24, 26.98it/s, loss=3.47, v_num=0]
    Epoch 2:   7%|▋         | 2254/33666 [01:23<19:24, 26.98it/s, loss=3.5, v_num=0] 
    Epoch 2:   7%|▋         | 2255/33666 [01:23<19:24, 26.98it/s, loss=3.5, v_num=0]
    Epoch 2:   7%|▋         | 2255/33666 [01:23<19:24, 26.98it/s, loss=3.52, v_num=0]
    Epoch 2:   7%|▋         | 2256/33666 [01:23<19:24, 26.98it/s, loss=3.52, v_num=0]
    Epoch 2:   7%|▋         | 2256/33666 [01:23<19:24, 26.98it/s, loss=3.45, v_num=0]
    Epoch 2:   7%|▋         | 2257/33666 [01:23<19:24, 26.98it/s, loss=3.45, v_num=0]
    Epoch 2:   7%|▋         | 2257/33666 [01:23<19:24, 26.98it/s, loss=3.43, v_num=0]
    Epoch 2:   7%|▋         | 2258/33666 [01:23<19:24, 26.98it/s, loss=3.43, v_num=0]
    Epoch 2:   7%|▋         | 2258/33666 [01:23<19:24, 26.98it/s, loss=3.45, v_num=0]
    Epoch 2:   7%|▋         | 2259/33666 [01:23<19:24, 26.98it/s, loss=3.45, v_num=0]
    Epoch 2:   7%|▋         | 2259/33666 [01:23<19:24, 26.98it/s, loss=3.46, v_num=0]
    Epoch 2:   7%|▋         | 2260/33666 [01:23<19:24, 26.98it/s, loss=3.46, v_num=0]
    Epoch 2:   7%|▋         | 2260/33666 [01:23<19:24, 26.98it/s, loss=3.54, v_num=0]
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    Epoch 2:   7%|▋         | 2263/33666 [01:23<19:24, 26.98it/s, loss=3.7, v_num=0] 
    Epoch 2:   7%|▋         | 2264/33666 [01:23<19:24, 26.98it/s, loss=3.7, v_num=0]
    Epoch 2:   7%|▋         | 2264/33666 [01:23<19:24, 26.98it/s, loss=3.63, v_num=0]
    Epoch 2:   7%|▋         | 2265/33666 [01:23<19:24, 26.98it/s, loss=3.63, v_num=0]
    Epoch 2:   7%|▋         | 2265/33666 [01:23<19:24, 26.98it/s, loss=3.6, v_num=0] 
    Epoch 2:   7%|▋         | 2266/33666 [01:23<19:23, 26.98it/s, loss=3.6, v_num=0]
    Epoch 2:   7%|▋         | 2266/33666 [01:23<19:23, 26.98it/s, loss=3.65, v_num=0]
    Epoch 2:   7%|▋         | 2267/33666 [01:24<19:23, 26.98it/s, loss=3.65, v_num=0]
    Epoch 2:   7%|▋         | 2267/33666 [01:24<19:23, 26.98it/s, loss=3.58, v_num=0]
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    Epoch 2:   7%|▋         | 2268/33666 [01:24<19:23, 26.98it/s, loss=3.65, v_num=0]
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    Epoch 2:   7%|▋         | 2269/33666 [01:24<19:23, 26.98it/s, loss=3.6, v_num=0] 
    Epoch 2:   7%|▋         | 2270/33666 [01:24<19:23, 26.98it/s, loss=3.6, v_num=0]
    Epoch 2:   7%|▋         | 2270/33666 [01:24<19:23, 26.98it/s, loss=3.63, v_num=0]
    Epoch 2:   7%|▋         | 2271/33666 [01:24<19:23, 26.98it/s, loss=3.63, v_num=0]
    Epoch 2:   7%|▋         | 2271/33666 [01:24<19:23, 26.98it/s, loss=3.71, v_num=0]
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    Epoch 2:   7%|▋         | 2272/33666 [01:24<19:23, 26.98it/s, loss=3.78, v_num=0]
    Epoch 2:   7%|▋         | 2273/33666 [01:24<19:23, 26.97it/s, loss=3.78, v_num=0]
    Epoch 2:   7%|▋         | 2273/33666 [01:24<19:23, 26.97it/s, loss=3.78, v_num=0]
    Epoch 2:   7%|▋         | 2274/33666 [01:24<19:23, 26.97it/s, loss=3.78, v_num=0]
    Epoch 2:   7%|▋         | 2274/33666 [01:24<19:23, 26.97it/s, loss=3.73, v_num=0]
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    Epoch 2:   7%|▋         | 2275/33666 [01:24<19:23, 26.98it/s, loss=3.66, v_num=0]
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    Epoch 2:   7%|▋         | 2276/33666 [01:24<19:23, 26.98it/s, loss=3.77, v_num=0]
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    Epoch 2:   7%|▋         | 2278/33666 [01:24<19:23, 26.98it/s, loss=3.78, v_num=0]
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    Epoch 2:   7%|▋         | 2281/33666 [01:24<19:23, 26.97it/s, loss=3.66, v_num=0]
    Epoch 2:   7%|▋         | 2282/33666 [01:24<19:23, 26.97it/s, loss=3.66, v_num=0]
    Epoch 2:   7%|▋         | 2282/33666 [01:24<19:23, 26.97it/s, loss=3.73, v_num=0]
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    Epoch 2:   7%|▋         | 2285/33666 [01:24<19:23, 26.97it/s, loss=3.7, v_num=0] 
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    Epoch 2:   7%|▋         | 2303/33666 [01:25<19:22, 26.97it/s, loss=3.79, v_num=0]
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    Epoch 2:   7%|▋         | 2307/33666 [01:25<19:22, 26.97it/s, loss=3.75, v_num=0]
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    Epoch 2:   7%|▋         | 2309/33666 [01:25<19:22, 26.97it/s, loss=3.75, v_num=0]
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    Epoch 2:   7%|▋         | 2311/33666 [01:25<19:22, 26.97it/s, loss=3.9, v_num=0] 
    Epoch 2:   7%|▋         | 2312/33666 [01:25<19:22, 26.97it/s, loss=3.9, v_num=0]
    Epoch 2:   7%|▋         | 2312/33666 [01:25<19:22, 26.97it/s, loss=3.94, v_num=0]
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    Epoch 2:   7%|▋         | 2313/33666 [01:25<19:22, 26.97it/s, loss=3.89, v_num=0]
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    Epoch 2:   7%|▋         | 2314/33666 [01:25<19:22, 26.97it/s, loss=3.85, v_num=0]
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    Epoch 2:   7%|▋         | 2315/33666 [01:25<19:22, 26.97it/s, loss=3.85, v_num=0]
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    Epoch 2:   7%|▋         | 2316/33666 [01:25<19:22, 26.97it/s, loss=3.76, v_num=0]
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    Epoch 2:   7%|▋         | 2317/33666 [01:25<19:22, 26.97it/s, loss=3.75, v_num=0]
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    Epoch 2:   7%|▋         | 2318/33666 [01:25<19:22, 26.97it/s, loss=3.79, v_num=0]
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    Epoch 2:   7%|▋         | 2320/33666 [01:26<19:22, 26.97it/s, loss=3.77, v_num=0]
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    Epoch 2:   7%|▋         | 2324/33666 [01:26<19:22, 26.97it/s, loss=3.8, v_num=0] 
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    Epoch 2:   7%|▋         | 2325/33666 [01:26<19:22, 26.97it/s, loss=3.84, v_num=0]
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    Epoch 2:   7%|▋         | 2328/33666 [01:26<19:22, 26.97it/s, loss=3.85, v_num=0]
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    Epoch 2:   7%|▋         | 2331/33666 [01:26<19:21, 26.97it/s, loss=3.6, v_num=0] 
    Epoch 2:   7%|▋         | 2332/33666 [01:26<19:21, 26.97it/s, loss=3.6, v_num=0]
    Epoch 2:   7%|▋         | 2332/33666 [01:26<19:21, 26.97it/s, loss=3.55, v_num=0]
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    Epoch 2:   7%|▋         | 2340/33666 [01:26<19:21, 26.97it/s, loss=3.39, v_num=0]
    Epoch 2:   7%|▋         | 2340/33666 [01:26<19:21, 26.97it/s, loss=3.45, v_num=0]
    Epoch 2:   7%|▋         | 2341/33666 [01:26<19:21, 26.97it/s, loss=3.45, v_num=0]
    Epoch 2:   7%|▋         | 2341/33666 [01:26<19:21, 26.97it/s, loss=3.5, v_num=0] 
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    Epoch 2:   7%|▋         | 2343/33666 [01:26<19:21, 26.97it/s, loss=3.45, v_num=0]
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    Epoch 2:   7%|▋         | 2344/33666 [01:26<19:21, 26.97it/s, loss=3.39, v_num=0]
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    Epoch 2:   7%|▋         | 2351/33666 [01:27<19:21, 26.97it/s, loss=3.53, v_num=0]
    Epoch 2:   7%|▋         | 2351/33666 [01:27<19:21, 26.97it/s, loss=3.57, v_num=0]
    Epoch 2:   7%|▋         | 2352/33666 [01:27<19:21, 26.97it/s, loss=3.57, v_num=0]
    Epoch 2:   7%|▋         | 2352/33666 [01:27<19:21, 26.97it/s, loss=3.58, v_num=0]
    Epoch 2:   7%|▋         | 2353/33666 [01:27<19:21, 26.97it/s, loss=3.58, v_num=0]
    Epoch 2:   7%|▋         | 2353/33666 [01:27<19:21, 26.97it/s, loss=3.58, v_num=0]
    Epoch 2:   7%|▋         | 2354/33666 [01:27<19:21, 26.97it/s, loss=3.58, v_num=0]
    Epoch 2:   7%|▋         | 2354/33666 [01:27<19:21, 26.97it/s, loss=3.44, v_num=0]
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    Epoch 2:   7%|▋         | 2356/33666 [01:27<19:21, 26.97it/s, loss=3.54, v_num=0]
    Epoch 2:   7%|▋         | 2356/33666 [01:27<19:21, 26.97it/s, loss=3.58, v_num=0]
    Epoch 2:   7%|▋         | 2357/33666 [01:27<19:20, 26.97it/s, loss=3.58, v_num=0]
    Epoch 2:   7%|▋         | 2357/33666 [01:27<19:20, 26.97it/s, loss=3.55, v_num=0]
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    Epoch 2:   7%|▋         | 2358/33666 [01:27<19:20, 26.97it/s, loss=3.63, v_num=0]
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    Epoch 2:   7%|▋         | 2359/33666 [01:27<19:20, 26.97it/s, loss=3.67, v_num=0]
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    Epoch 2:   7%|▋         | 2391/33666 [01:28<19:19, 26.97it/s, loss=3.41, v_num=0]
    Epoch 2:   7%|▋         | 2392/33666 [01:28<19:19, 26.97it/s, loss=3.41, v_num=0]
    Epoch 2:   7%|▋         | 2392/33666 [01:28<19:19, 26.97it/s, loss=3.48, v_num=0]
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    Epoch 2:   7%|▋         | 2393/33666 [01:28<19:19, 26.97it/s, loss=3.46, v_num=0]
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    Epoch 2:   7%|▋         | 2396/33666 [01:28<19:19, 26.97it/s, loss=3.5, v_num=0] 
    Epoch 2:   7%|▋         | 2397/33666 [01:28<19:19, 26.97it/s, loss=3.5, v_num=0]
    Epoch 2:   7%|▋         | 2397/33666 [01:28<19:19, 26.97it/s, loss=3.44, v_num=0]
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    Epoch 2:   7%|▋         | 2398/33666 [01:28<19:19, 26.98it/s, loss=3.54, v_num=0]
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    Epoch 2:   7%|▋         | 2401/33666 [01:29<19:18, 26.98it/s, loss=3.76, v_num=0]
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    Epoch 2:   7%|▋         | 2402/33666 [01:29<19:18, 26.98it/s, loss=3.8, v_num=0] 
    Epoch 2:   7%|▋         | 2403/33666 [01:29<19:18, 26.98it/s, loss=3.8, v_num=0]
    Epoch 2:   7%|▋         | 2403/33666 [01:29<19:18, 26.98it/s, loss=3.69, v_num=0]
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    Epoch 2:   7%|▋         | 2404/33666 [01:29<19:18, 26.98it/s, loss=3.69, v_num=0]
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    Epoch 2:   7%|▋         | 2405/33666 [01:29<19:18, 26.98it/s, loss=3.64, v_num=0]
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    Epoch 2:   7%|▋         | 2406/33666 [01:29<19:18, 26.98it/s, loss=3.65, v_num=0]
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    Epoch 2:   7%|▋         | 2407/33666 [01:29<19:18, 26.98it/s, loss=3.64, v_num=0]
    Epoch 2:   7%|▋         | 2408/33666 [01:29<19:18, 26.98it/s, loss=3.64, v_num=0]
    Epoch 2:   7%|▋         | 2408/33666 [01:29<19:18, 26.98it/s, loss=3.54, v_num=0]
    Epoch 2:   7%|▋         | 2409/33666 [01:29<19:18, 26.98it/s, loss=3.54, v_num=0]
    Epoch 2:   7%|▋         | 2409/33666 [01:29<19:18, 26.98it/s, loss=3.58, v_num=0]
    Epoch 2:   7%|▋         | 2410/33666 [01:29<19:18, 26.98it/s, loss=3.58, v_num=0]
    Epoch 2:   7%|▋         | 2410/33666 [01:29<19:18, 26.98it/s, loss=3.61, v_num=0]
    Epoch 2:   7%|▋         | 2411/33666 [01:29<19:18, 26.98it/s, loss=3.61, v_num=0]
    Epoch 2:   7%|▋         | 2411/33666 [01:29<19:18, 26.98it/s, loss=3.69, v_num=0]
    Epoch 2:   7%|▋         | 2412/33666 [01:29<19:18, 26.98it/s, loss=3.69, v_num=0]
    Epoch 2:   7%|▋         | 2412/33666 [01:29<19:18, 26.98it/s, loss=3.56, v_num=0]
    Epoch 2:   7%|▋         | 2413/33666 [01:29<19:18, 26.98it/s, loss=3.56, v_num=0]
    Epoch 2:   7%|▋         | 2413/33666 [01:29<19:18, 26.98it/s, loss=3.57, v_num=0]
    Epoch 2:   7%|▋         | 2414/33666 [01:29<19:18, 26.98it/s, loss=3.57, v_num=0]
    Epoch 2:   7%|▋         | 2414/33666 [01:29<19:18, 26.98it/s, loss=3.64, v_num=0]
    Epoch 2:   7%|▋         | 2415/33666 [01:29<19:18, 26.98it/s, loss=3.64, v_num=0]
    Epoch 2:   7%|▋         | 2415/33666 [01:29<19:18, 26.98it/s, loss=3.69, v_num=0]
    Epoch 2:   7%|▋         | 2416/33666 [01:29<19:18, 26.98it/s, loss=3.69, v_num=0]
    Epoch 2:   7%|▋         | 2416/33666 [01:29<19:18, 26.98it/s, loss=3.74, v_num=0]
    Epoch 2:   7%|▋         | 2417/33666 [01:29<19:18, 26.98it/s, loss=3.74, v_num=0]
    Epoch 2:   7%|▋         | 2417/33666 [01:29<19:18, 26.98it/s, loss=3.77, v_num=0]
    Epoch 2:   7%|▋         | 2418/33666 [01:29<19:18, 26.98it/s, loss=3.77, v_num=0]
    Epoch 2:   7%|▋         | 2418/33666 [01:29<19:18, 26.98it/s, loss=3.67, v_num=0]
    Epoch 2:   7%|▋         | 2419/33666 [01:29<19:18, 26.98it/s, loss=3.67, v_num=0]
    Epoch 2:   7%|▋         | 2419/33666 [01:29<19:18, 26.98it/s, loss=3.65, v_num=0]
    Epoch 2:   7%|▋         | 2420/33666 [01:29<19:18, 26.98it/s, loss=3.65, v_num=0]
    Epoch 2:   7%|▋         | 2420/33666 [01:29<19:18, 26.98it/s, loss=3.63, v_num=0]
    Epoch 2:   7%|▋         | 2421/33666 [01:29<19:17, 26.98it/s, loss=3.63, v_num=0]
    Epoch 2:   7%|▋         | 2421/33666 [01:29<19:17, 26.98it/s, loss=3.65, v_num=0]
    Epoch 2:   7%|▋         | 2422/33666 [01:29<19:17, 26.98it/s, loss=3.65, v_num=0]
    Epoch 2:   7%|▋         | 2422/33666 [01:29<19:17, 26.98it/s, loss=3.64, v_num=0]
    Epoch 2:   7%|▋         | 2423/33666 [01:29<19:17, 26.98it/s, loss=3.64, v_num=0]
    Epoch 2:   7%|▋         | 2423/33666 [01:29<19:17, 26.98it/s, loss=3.74, v_num=0]
    Epoch 2:   7%|▋         | 2424/33666 [01:29<19:17, 26.98it/s, loss=3.74, v_num=0]
    Epoch 2:   7%|▋         | 2424/33666 [01:29<19:17, 26.98it/s, loss=3.74, v_num=0]
    Epoch 2:   7%|▋         | 2425/33666 [01:29<19:17, 26.98it/s, loss=3.74, v_num=0]
    Epoch 2:   7%|▋         | 2425/33666 [01:29<19:17, 26.98it/s, loss=3.8, v_num=0] 
    Epoch 2:   7%|▋         | 2426/33666 [01:29<19:17, 26.98it/s, loss=3.8, v_num=0]
    Epoch 2:   7%|▋         | 2426/33666 [01:29<19:17, 26.98it/s, loss=3.77, v_num=0]
    Epoch 2:   7%|▋         | 2427/33666 [01:29<19:17, 26.98it/s, loss=3.77, v_num=0]
    Epoch 2:   7%|▋         | 2427/33666 [01:29<19:17, 26.98it/s, loss=3.82, v_num=0]
    Epoch 2:   7%|▋         | 2428/33666 [01:29<19:17, 26.98it/s, loss=3.82, v_num=0]
    Epoch 2:   7%|▋         | 2428/33666 [01:29<19:17, 26.98it/s, loss=3.91, v_num=0]
    Epoch 2:   7%|▋         | 2429/33666 [01:30<19:17, 26.98it/s, loss=3.91, v_num=0]
    Epoch 2:   7%|▋         | 2429/33666 [01:30<19:17, 26.98it/s, loss=3.79, v_num=0]
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    Epoch 2:   7%|▋         | 2430/33666 [01:30<19:17, 26.98it/s, loss=3.78, v_num=0]
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    Epoch 2:   7%|▋         | 2431/33666 [01:30<19:17, 26.99it/s, loss=3.72, v_num=0]
    Epoch 2:   7%|▋         | 2432/33666 [01:30<19:17, 26.99it/s, loss=3.72, v_num=0]
    Epoch 2:   7%|▋         | 2432/33666 [01:30<19:17, 26.99it/s, loss=3.79, v_num=0]
    Epoch 2:   7%|▋         | 2433/33666 [01:30<19:17, 26.99it/s, loss=3.79, v_num=0]
    Epoch 2:   7%|▋         | 2433/33666 [01:30<19:17, 26.99it/s, loss=3.7, v_num=0] 
    Epoch 2:   7%|▋         | 2434/33666 [01:30<19:17, 26.99it/s, loss=3.7, v_num=0]
    Epoch 2:   7%|▋         | 2434/33666 [01:30<19:17, 26.99it/s, loss=3.62, v_num=0]
    Epoch 2:   7%|▋         | 2435/33666 [01:30<19:17, 26.99it/s, loss=3.62, v_num=0]
    Epoch 2:   7%|▋         | 2435/33666 [01:30<19:17, 26.99it/s, loss=3.57, v_num=0]
    Epoch 2:   7%|▋         | 2436/33666 [01:30<19:17, 26.99it/s, loss=3.57, v_num=0]
    Epoch 2:   7%|▋         | 2436/33666 [01:30<19:17, 26.99it/s, loss=3.54, v_num=0]
    Epoch 2:   7%|▋         | 2437/33666 [01:30<19:17, 26.99it/s, loss=3.54, v_num=0]
    Epoch 2:   7%|▋         | 2437/33666 [01:30<19:17, 26.99it/s, loss=3.51, v_num=0]
    Epoch 2:   7%|▋         | 2438/33666 [01:30<19:17, 26.99it/s, loss=3.51, v_num=0]
    Epoch 2:   7%|▋         | 2438/33666 [01:30<19:17, 26.99it/s, loss=3.51, v_num=0]
    Epoch 2:   7%|▋         | 2439/33666 [01:30<19:17, 26.99it/s, loss=3.51, v_num=0]
    Epoch 2:   7%|▋         | 2439/33666 [01:30<19:17, 26.99it/s, loss=3.54, v_num=0]
    Epoch 2:   7%|▋         | 2440/33666 [01:30<19:16, 26.99it/s, loss=3.54, v_num=0]
    Epoch 2:   7%|▋         | 2440/33666 [01:30<19:16, 26.99it/s, loss=3.53, v_num=0]
    Epoch 2:   7%|▋         | 2441/33666 [01:30<19:16, 26.99it/s, loss=3.53, v_num=0]
    Epoch 2:   7%|▋         | 2441/33666 [01:30<19:16, 26.99it/s, loss=3.51, v_num=0]
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    Epoch 2:   7%|▋         | 2442/33666 [01:30<19:16, 26.99it/s, loss=3.54, v_num=0]
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    Epoch 2:   7%|▋         | 2443/33666 [01:30<19:16, 26.99it/s, loss=3.5, v_num=0] 
    Epoch 2:   7%|▋         | 2444/33666 [01:30<19:16, 26.99it/s, loss=3.5, v_num=0]
    Epoch 2:   7%|▋         | 2444/33666 [01:30<19:16, 26.99it/s, loss=3.54, v_num=0]
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    Epoch 2:   7%|▋         | 2445/33666 [01:30<19:16, 26.99it/s, loss=3.5, v_num=0] 
    Epoch 2:   7%|▋         | 2446/33666 [01:30<19:16, 26.99it/s, loss=3.5, v_num=0]
    Epoch 2:   7%|▋         | 2446/33666 [01:30<19:16, 26.99it/s, loss=3.44, v_num=0]
    Epoch 2:   7%|▋         | 2447/33666 [01:30<19:16, 26.99it/s, loss=3.44, v_num=0]
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    Epoch 2:   7%|▋         | 2448/33666 [01:30<19:16, 26.99it/s, loss=3.47, v_num=0]
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    Epoch 2:   7%|▋         | 2451/33666 [01:30<19:16, 26.99it/s, loss=3.45, v_num=0]
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    Epoch 2:   7%|▋         | 2452/33666 [01:30<19:16, 26.99it/s, loss=3.44, v_num=0]
    Epoch 2:   7%|▋         | 2453/33666 [01:30<19:16, 26.99it/s, loss=3.44, v_num=0]
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    Epoch 2:   7%|▋         | 2459/33666 [01:31<19:16, 26.99it/s, loss=3.5, v_num=0] 
    Epoch 2:   7%|▋         | 2460/33666 [01:31<19:16, 26.99it/s, loss=3.5, v_num=0]
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    Epoch 2:   7%|▋         | 2462/33666 [01:31<19:15, 26.99it/s, loss=3.31, v_num=0]
    Epoch 2:   7%|▋         | 2462/33666 [01:31<19:15, 26.99it/s, loss=3.26, v_num=0]
    Epoch 2:   7%|▋         | 2463/33666 [01:31<19:16, 26.99it/s, loss=3.26, v_num=0]
    Epoch 2:   7%|▋         | 2463/33666 [01:31<19:16, 26.99it/s, loss=3.28, v_num=0]
    Epoch 2:   7%|▋         | 2464/33666 [01:31<19:15, 26.99it/s, loss=3.28, v_num=0]
    Epoch 2:   7%|▋         | 2464/33666 [01:31<19:15, 26.99it/s, loss=3.29, v_num=0]
    Epoch 2:   7%|▋         | 2465/33666 [01:31<19:15, 26.99it/s, loss=3.29, v_num=0]
    Epoch 2:   7%|▋         | 2465/33666 [01:31<19:15, 26.99it/s, loss=3.32, v_num=0]
    Epoch 2:   7%|▋         | 2466/33666 [01:31<19:15, 26.99it/s, loss=3.32, v_num=0]
    Epoch 2:   7%|▋         | 2466/33666 [01:31<19:15, 26.99it/s, loss=3.38, v_num=0]
    Epoch 2:   7%|▋         | 2467/33666 [01:31<19:15, 26.99it/s, loss=3.38, v_num=0]
    Epoch 2:   7%|▋         | 2467/33666 [01:31<19:15, 26.99it/s, loss=3.39, v_num=0]
    Epoch 2:   7%|▋         | 2468/33666 [01:31<19:15, 26.99it/s, loss=3.39, v_num=0]
    Epoch 2:   7%|▋         | 2468/33666 [01:31<19:15, 26.99it/s, loss=3.36, v_num=0]
    Epoch 2:   7%|▋         | 2469/33666 [01:31<19:15, 26.99it/s, loss=3.36, v_num=0]
    Epoch 2:   7%|▋         | 2469/33666 [01:31<19:15, 26.99it/s, loss=3.31, v_num=0]
    Epoch 2:   7%|▋         | 2470/33666 [01:31<19:15, 26.99it/s, loss=3.31, v_num=0]
    Epoch 2:   7%|▋         | 2470/33666 [01:31<19:15, 26.99it/s, loss=3.39, v_num=0]
    Epoch 2:   7%|▋         | 2471/33666 [01:31<19:15, 26.99it/s, loss=3.39, v_num=0]
    Epoch 2:   7%|▋         | 2471/33666 [01:31<19:15, 26.99it/s, loss=3.42, v_num=0]
    Epoch 2:   7%|▋         | 2472/33666 [01:31<19:15, 26.99it/s, loss=3.42, v_num=0]
    Epoch 2:   7%|▋         | 2472/33666 [01:31<19:15, 26.99it/s, loss=3.53, v_num=0]
    Epoch 2:   7%|▋         | 2473/33666 [01:31<19:15, 26.99it/s, loss=3.53, v_num=0]
    Epoch 2:   7%|▋         | 2473/33666 [01:31<19:15, 26.99it/s, loss=3.47, v_num=0]
    Epoch 2:   7%|▋         | 2474/33666 [01:31<19:15, 26.99it/s, loss=3.47, v_num=0]
    Epoch 2:   7%|▋         | 2474/33666 [01:31<19:15, 26.99it/s, loss=3.43, v_num=0]
    Epoch 2:   7%|▋         | 2475/33666 [01:31<19:15, 27.00it/s, loss=3.43, v_num=0]
    Epoch 2:   7%|▋         | 2475/33666 [01:31<19:15, 27.00it/s, loss=3.44, v_num=0]
    Epoch 2:   7%|▋         | 2476/33666 [01:31<19:15, 26.99it/s, loss=3.44, v_num=0]
    Epoch 2:   7%|▋         | 2476/33666 [01:31<19:15, 26.99it/s, loss=3.46, v_num=0]
    Epoch 2:   7%|▋         | 2477/33666 [01:31<19:15, 26.99it/s, loss=3.46, v_num=0]
    Epoch 2:   7%|▋         | 2477/33666 [01:31<19:15, 26.99it/s, loss=3.57, v_num=0]
    Epoch 2:   7%|▋         | 2478/33666 [01:31<19:15, 26.99it/s, loss=3.57, v_num=0]
    Epoch 2:   7%|▋         | 2478/33666 [01:31<19:15, 26.99it/s, loss=3.55, v_num=0]
    Epoch 2:   7%|▋         | 2479/33666 [01:31<19:15, 26.99it/s, loss=3.55, v_num=0]
    Epoch 2:   7%|▋         | 2479/33666 [01:31<19:15, 26.99it/s, loss=3.62, v_num=0]
    Epoch 2:   7%|▋         | 2480/33666 [01:31<19:15, 26.99it/s, loss=3.62, v_num=0]
    Epoch 2:   7%|▋         | 2480/33666 [01:31<19:15, 26.99it/s, loss=3.66, v_num=0]
    Epoch 2:   7%|▋         | 2481/33666 [01:31<19:15, 26.99it/s, loss=3.66, v_num=0]
    Epoch 2:   7%|▋         | 2481/33666 [01:31<19:15, 26.99it/s, loss=3.72, v_num=0]
    Epoch 2:   7%|▋         | 2482/33666 [01:31<19:15, 27.00it/s, loss=3.72, v_num=0]
    Epoch 2:   7%|▋         | 2482/33666 [01:31<19:15, 27.00it/s, loss=3.79, v_num=0]
    Epoch 2:   7%|▋         | 2483/33666 [01:31<19:15, 27.00it/s, loss=3.79, v_num=0]
    Epoch 2:   7%|▋         | 2483/33666 [01:31<19:15, 27.00it/s, loss=3.77, v_num=0]
    Epoch 2:   7%|▋         | 2484/33666 [01:32<19:15, 27.00it/s, loss=3.77, v_num=0]
    Epoch 2:   7%|▋         | 2484/33666 [01:32<19:15, 27.00it/s, loss=3.8, v_num=0] 
    Epoch 2:   7%|▋         | 2485/33666 [01:32<19:15, 27.00it/s, loss=3.8, v_num=0]
    Epoch 2:   7%|▋         | 2485/33666 [01:32<19:15, 27.00it/s, loss=3.74, v_num=0]
    Epoch 2:   7%|▋         | 2486/33666 [01:32<19:14, 27.00it/s, loss=3.74, v_num=0]
    Epoch 2:   7%|▋         | 2486/33666 [01:32<19:14, 27.00it/s, loss=3.81, v_num=0]
    Epoch 2:   7%|▋         | 2487/33666 [01:32<19:14, 27.00it/s, loss=3.81, v_num=0]
    Epoch 2:   7%|▋         | 2487/33666 [01:32<19:14, 27.00it/s, loss=3.79, v_num=0]
    Epoch 2:   7%|▋         | 2488/33666 [01:32<19:14, 27.00it/s, loss=3.79, v_num=0]
    Epoch 2:   7%|▋         | 2488/33666 [01:32<19:14, 27.00it/s, loss=3.8, v_num=0] 
    Epoch 2:   7%|▋         | 2489/33666 [01:32<19:14, 27.00it/s, loss=3.8, v_num=0]
    Epoch 2:   7%|▋         | 2489/33666 [01:32<19:14, 27.00it/s, loss=3.9, v_num=0]
    Epoch 2:   7%|▋         | 2490/33666 [01:32<19:14, 27.00it/s, loss=3.9, v_num=0]
    Epoch 2:   7%|▋         | 2490/33666 [01:32<19:14, 27.00it/s, loss=3.94, v_num=0]
    Epoch 2:   7%|▋         | 2491/33666 [01:32<19:14, 27.00it/s, loss=3.94, v_num=0]
    Epoch 2:   7%|▋         | 2491/33666 [01:32<19:14, 27.00it/s, loss=3.91, v_num=0]
    Epoch 2:   7%|▋         | 2492/33666 [01:32<19:14, 27.00it/s, loss=3.91, v_num=0]
    Epoch 2:   7%|▋         | 2492/33666 [01:32<19:14, 27.00it/s, loss=3.78, v_num=0]
    Epoch 2:   7%|▋         | 2493/33666 [01:32<19:14, 27.00it/s, loss=3.78, v_num=0]
    Epoch 2:   7%|▋         | 2493/33666 [01:32<19:14, 26.99it/s, loss=3.82, v_num=0]
    Epoch 2:   7%|▋         | 2494/33666 [01:32<19:14, 27.00it/s, loss=3.82, v_num=0]
    Epoch 2:   7%|▋         | 2494/33666 [01:32<19:14, 27.00it/s, loss=3.88, v_num=0]
    Epoch 2:   7%|▋         | 2495/33666 [01:32<19:14, 27.00it/s, loss=3.88, v_num=0]
    Epoch 2:   7%|▋         | 2495/33666 [01:32<19:14, 27.00it/s, loss=3.86, v_num=0]
    Epoch 2:   7%|▋         | 2496/33666 [01:32<19:14, 27.00it/s, loss=3.86, v_num=0]
    Epoch 2:   7%|▋         | 2496/33666 [01:32<19:14, 27.00it/s, loss=3.91, v_num=0]
    Epoch 2:   7%|▋         | 2497/33666 [01:32<19:14, 27.00it/s, loss=3.91, v_num=0]
    Epoch 2:   7%|▋         | 2497/33666 [01:32<19:14, 27.00it/s, loss=3.93, v_num=0]
    Epoch 2:   7%|▋         | 2498/33666 [01:32<19:14, 27.00it/s, loss=3.93, v_num=0]
    Epoch 2:   7%|▋         | 2498/33666 [01:32<19:14, 27.00it/s, loss=3.94, v_num=0]
    Epoch 2:   7%|▋         | 2499/33666 [01:32<19:14, 27.00it/s, loss=3.94, v_num=0]
    Epoch 2:   7%|▋         | 2499/33666 [01:32<19:14, 27.00it/s, loss=3.91, v_num=0]
    Epoch 2:   7%|▋         | 2500/33666 [01:32<19:14, 27.00it/s, loss=3.91, v_num=0]
    Epoch 2:   7%|▋         | 2500/33666 [01:32<19:14, 27.00it/s, loss=3.9, v_num=0] 
    Epoch 2:   7%|▋         | 2501/33666 [01:32<19:14, 27.00it/s, loss=3.9, v_num=0]
    Epoch 2:   7%|▋         | 2501/33666 [01:32<19:14, 27.00it/s, loss=3.92, v_num=0]
    Epoch 2:   7%|▋         | 2502/33666 [01:32<19:14, 27.00it/s, loss=3.92, v_num=0]
    Epoch 2:   7%|▋         | 2502/33666 [01:32<19:14, 27.00it/s, loss=3.98, v_num=0]
    Epoch 2:   7%|▋         | 2503/33666 [01:32<19:14, 27.00it/s, loss=3.98, v_num=0]
    Epoch 2:   7%|▋         | 2503/33666 [01:32<19:14, 27.00it/s, loss=3.96, v_num=0]
    Epoch 2:   7%|▋         | 2504/33666 [01:32<19:14, 27.00it/s, loss=3.96, v_num=0]
    Epoch 2:   7%|▋         | 2504/33666 [01:32<19:14, 27.00it/s, loss=3.96, v_num=0]
    Epoch 2:   7%|▋         | 2505/33666 [01:32<19:14, 27.00it/s, loss=3.96, v_num=0]
    Epoch 2:   7%|▋         | 2505/33666 [01:32<19:14, 27.00it/s, loss=4.01, v_num=0]
    Epoch 2:   7%|▋         | 2506/33666 [01:32<19:14, 27.00it/s, loss=4.01, v_num=0]
    Epoch 2:   7%|▋         | 2506/33666 [01:32<19:14, 27.00it/s, loss=3.94, v_num=0]
    Epoch 2:   7%|▋         | 2507/33666 [01:32<19:14, 27.00it/s, loss=3.94, v_num=0]
    Epoch 2:   7%|▋         | 2507/33666 [01:32<19:14, 27.00it/s, loss=3.93, v_num=0]
    Epoch 2:   7%|▋         | 2508/33666 [01:32<19:14, 27.00it/s, loss=3.93, v_num=0]
    Epoch 2:   7%|▋         | 2508/33666 [01:32<19:14, 27.00it/s, loss=3.9, v_num=0] 
    Epoch 2:   7%|▋         | 2509/33666 [01:32<19:14, 27.00it/s, loss=3.9, v_num=0]
    Epoch 2:   7%|▋         | 2509/33666 [01:32<19:14, 27.00it/s, loss=3.84, v_num=0]
    Epoch 2:   7%|▋         | 2510/33666 [01:32<19:13, 27.00it/s, loss=3.84, v_num=0]
    Epoch 2:   7%|▋         | 2510/33666 [01:32<19:13, 27.00it/s, loss=3.81, v_num=0]
    Epoch 2:   7%|▋         | 2511/33666 [01:33<19:13, 27.00it/s, loss=3.81, v_num=0]
    Epoch 2:   7%|▋         | 2511/33666 [01:33<19:13, 27.00it/s, loss=3.84, v_num=0]
    Epoch 2:   7%|▋         | 2512/33666 [01:33<19:13, 27.00it/s, loss=3.84, v_num=0]
    Epoch 2:   7%|▋         | 2512/33666 [01:33<19:13, 27.00it/s, loss=3.9, v_num=0] 
    Epoch 2:   7%|▋         | 2513/33666 [01:33<19:13, 27.00it/s, loss=3.9, v_num=0]
    Epoch 2:   7%|▋         | 2513/33666 [01:33<19:13, 27.00it/s, loss=3.92, v_num=0]
    Epoch 2:   7%|▋         | 2514/33666 [01:33<19:13, 27.00it/s, loss=3.92, v_num=0]
    Epoch 2:   7%|▋         | 2514/33666 [01:33<19:13, 27.00it/s, loss=3.95, v_num=0]
    Epoch 2:   7%|▋         | 2515/33666 [01:33<19:13, 27.00it/s, loss=3.95, v_num=0]
    Epoch 2:   7%|▋         | 2515/33666 [01:33<19:13, 27.00it/s, loss=3.95, v_num=0]
    Epoch 2:   7%|▋         | 2516/33666 [01:33<19:13, 27.00it/s, loss=3.95, v_num=0]
    Epoch 2:   7%|▋         | 2516/33666 [01:33<19:13, 27.00it/s, loss=3.86, v_num=0]
    Epoch 2:   7%|▋         | 2517/33666 [01:33<19:13, 27.00it/s, loss=3.86, v_num=0]
    Epoch 2:   7%|▋         | 2517/33666 [01:33<19:13, 27.00it/s, loss=3.84, v_num=0]
    Epoch 2:   7%|▋         | 2518/33666 [01:33<19:13, 27.00it/s, loss=3.84, v_num=0]
    Epoch 2:   7%|▋         | 2518/33666 [01:33<19:13, 27.00it/s, loss=3.85, v_num=0]
    Epoch 2:   7%|▋         | 2519/33666 [01:33<19:13, 27.00it/s, loss=3.85, v_num=0]
    Epoch 2:   7%|▋         | 2519/33666 [01:33<19:13, 27.00it/s, loss=3.92, v_num=0]
    Epoch 2:   7%|▋         | 2520/33666 [01:33<19:13, 27.00it/s, loss=3.92, v_num=0]
    Epoch 2:   7%|▋         | 2520/33666 [01:33<19:13, 27.00it/s, loss=3.95, v_num=0]
    Epoch 2:   7%|▋         | 2521/33666 [01:33<19:13, 27.00it/s, loss=3.95, v_num=0]
    Epoch 2:   7%|▋         | 2521/33666 [01:33<19:13, 27.00it/s, loss=3.96, v_num=0]
    Epoch 2:   7%|▋         | 2522/33666 [01:33<19:13, 27.00it/s, loss=3.96, v_num=0]
    Epoch 2:   7%|▋         | 2522/33666 [01:33<19:13, 27.00it/s, loss=3.82, v_num=0]
    Epoch 2:   7%|▋         | 2523/33666 [01:33<19:13, 27.00it/s, loss=3.82, v_num=0]
    Epoch 2:   7%|▋         | 2523/33666 [01:33<19:13, 27.00it/s, loss=3.79, v_num=0]
    Epoch 2:   7%|▋         | 2524/33666 [01:33<19:13, 27.00it/s, loss=3.79, v_num=0]
    Epoch 2:   7%|▋         | 2524/33666 [01:33<19:13, 27.00it/s, loss=3.76, v_num=0]
    Epoch 2:   8%|▊         | 2525/33666 [01:33<19:13, 27.00it/s, loss=3.76, v_num=0]
    Epoch 2:   8%|▊         | 2525/33666 [01:33<19:13, 27.00it/s, loss=3.85, v_num=0]
    Epoch 2:   8%|▊         | 2526/33666 [01:33<19:13, 27.00it/s, loss=3.85, v_num=0]
    Epoch 2:   8%|▊         | 2526/33666 [01:33<19:13, 27.00it/s, loss=3.84, v_num=0]
    Epoch 2:   8%|▊         | 2527/33666 [01:33<19:13, 27.00it/s, loss=3.84, v_num=0]
    Epoch 2:   8%|▊         | 2527/33666 [01:33<19:13, 27.00it/s, loss=3.88, v_num=0]
    Epoch 2:   8%|▊         | 2528/33666 [01:33<19:13, 27.00it/s, loss=3.88, v_num=0]
    Epoch 2:   8%|▊         | 2528/33666 [01:33<19:13, 27.00it/s, loss=3.92, v_num=0]
    Epoch 2:   8%|▊         | 2529/33666 [01:33<19:13, 27.00it/s, loss=3.92, v_num=0]
    Epoch 2:   8%|▊         | 2529/33666 [01:33<19:13, 27.00it/s, loss=3.91, v_num=0]
    Epoch 2:   8%|▊         | 2530/33666 [01:33<19:13, 27.00it/s, loss=3.91, v_num=0]
    Epoch 2:   8%|▊         | 2530/33666 [01:33<19:13, 27.00it/s, loss=3.95, v_num=0]
    Epoch 2:   8%|▊         | 2531/33666 [01:33<19:13, 27.00it/s, loss=3.95, v_num=0]
    Epoch 2:   8%|▊         | 2531/33666 [01:33<19:13, 27.00it/s, loss=3.86, v_num=0]
    Epoch 2:   8%|▊         | 2532/33666 [01:33<19:13, 27.00it/s, loss=3.86, v_num=0]
    Epoch 2:   8%|▊         | 2532/33666 [01:33<19:13, 27.00it/s, loss=3.91, v_num=0]
    Epoch 2:   8%|▊         | 2533/33666 [01:33<19:13, 27.00it/s, loss=3.91, v_num=0]
    Epoch 2:   8%|▊         | 2533/33666 [01:33<19:13, 27.00it/s, loss=3.95, v_num=0]
    Epoch 2:   8%|▊         | 2534/33666 [01:33<19:12, 27.00it/s, loss=3.95, v_num=0]
    Epoch 2:   8%|▊         | 2534/33666 [01:33<19:12, 27.00it/s, loss=3.93, v_num=0]
    Epoch 2:   8%|▊         | 2535/33666 [01:33<19:12, 27.00it/s, loss=3.93, v_num=0]
    Epoch 2:   8%|▊         | 2535/33666 [01:33<19:12, 27.00it/s, loss=3.8, v_num=0] 
    Epoch 2:   8%|▊         | 2536/33666 [01:33<19:12, 27.00it/s, loss=3.8, v_num=0]
    Epoch 2:   8%|▊         | 2536/33666 [01:33<19:12, 27.00it/s, loss=3.81, v_num=0]
    Epoch 2:   8%|▊         | 2537/33666 [01:33<19:12, 27.00it/s, loss=3.81, v_num=0]
    Epoch 2:   8%|▊         | 2537/33666 [01:33<19:12, 27.00it/s, loss=3.75, v_num=0]
    Epoch 2:   8%|▊         | 2538/33666 [01:33<19:12, 27.00it/s, loss=3.75, v_num=0]
    Epoch 2:   8%|▊         | 2538/33666 [01:33<19:12, 27.00it/s, loss=3.73, v_num=0]
    Epoch 2:   8%|▊         | 2539/33666 [01:34<19:12, 27.00it/s, loss=3.73, v_num=0]
    Epoch 2:   8%|▊         | 2539/33666 [01:34<19:12, 27.00it/s, loss=3.66, v_num=0]
    Epoch 2:   8%|▊         | 2540/33666 [01:34<19:12, 27.00it/s, loss=3.66, v_num=0]
    Epoch 2:   8%|▊         | 2540/33666 [01:34<19:12, 27.00it/s, loss=3.64, v_num=0]
    Epoch 2:   8%|▊         | 2541/33666 [01:34<19:12, 27.00it/s, loss=3.64, v_num=0]
    Epoch 2:   8%|▊         | 2541/33666 [01:34<19:12, 27.00it/s, loss=3.59, v_num=0]
    Epoch 2:   8%|▊         | 2542/33666 [01:34<19:12, 27.00it/s, loss=3.59, v_num=0]
    Epoch 2:   8%|▊         | 2542/33666 [01:34<19:12, 27.00it/s, loss=3.67, v_num=0]
    Epoch 2:   8%|▊         | 2543/33666 [01:34<19:12, 27.00it/s, loss=3.67, v_num=0]
    Epoch 2:   8%|▊         | 2543/33666 [01:34<19:12, 27.00it/s, loss=3.71, v_num=0]
    Epoch 2:   8%|▊         | 2544/33666 [01:34<19:12, 27.00it/s, loss=3.71, v_num=0]
    Epoch 2:   8%|▊         | 2544/33666 [01:34<19:12, 27.00it/s, loss=3.75, v_num=0]
    Epoch 2:   8%|▊         | 2545/33666 [01:34<19:12, 27.00it/s, loss=3.75, v_num=0]
    Epoch 2:   8%|▊         | 2545/33666 [01:34<19:12, 27.00it/s, loss=3.63, v_num=0]
    Epoch 2:   8%|▊         | 2546/33666 [01:34<19:12, 27.00it/s, loss=3.63, v_num=0]
    Epoch 2:   8%|▊         | 2546/33666 [01:34<19:12, 27.00it/s, loss=3.65, v_num=0]
    Epoch 2:   8%|▊         | 2547/33666 [01:34<19:12, 27.00it/s, loss=3.65, v_num=0]
    Epoch 2:   8%|▊         | 2547/33666 [01:34<19:12, 27.00it/s, loss=3.64, v_num=0]
    Epoch 2:   8%|▊         | 2548/33666 [01:34<19:12, 27.00it/s, loss=3.64, v_num=0]
    Epoch 2:   8%|▊         | 2548/33666 [01:34<19:12, 27.00it/s, loss=3.54, v_num=0]
    Epoch 2:   8%|▊         | 2549/33666 [01:34<19:12, 27.00it/s, loss=3.54, v_num=0]
    Epoch 2:   8%|▊         | 2549/33666 [01:34<19:12, 27.00it/s, loss=3.46, v_num=0]
    Epoch 2:   8%|▊         | 2550/33666 [01:34<19:12, 27.00it/s, loss=3.46, v_num=0]
    Epoch 2:   8%|▊         | 2550/33666 [01:34<19:12, 27.00it/s, loss=3.42, v_num=0]
    Epoch 2:   8%|▊         | 2551/33666 [01:34<19:12, 27.00it/s, loss=3.42, v_num=0]
    Epoch 2:   8%|▊         | 2551/33666 [01:34<19:12, 27.00it/s, loss=3.57, v_num=0]
    Epoch 2:   8%|▊         | 2552/33666 [01:34<19:12, 27.00it/s, loss=3.57, v_num=0]
    Epoch 2:   8%|▊         | 2552/33666 [01:34<19:12, 27.00it/s, loss=3.51, v_num=0]
    Epoch 2:   8%|▊         | 2553/33666 [01:34<19:12, 27.00it/s, loss=3.51, v_num=0]
    Epoch 2:   8%|▊         | 2553/33666 [01:34<19:12, 27.00it/s, loss=3.44, v_num=0]
    Epoch 2:   8%|▊         | 2554/33666 [01:34<19:12, 27.00it/s, loss=3.44, v_num=0]
    Epoch 2:   8%|▊         | 2554/33666 [01:34<19:12, 27.00it/s, loss=3.46, v_num=0]
    Epoch 2:   8%|▊         | 2555/33666 [01:34<19:12, 27.00it/s, loss=3.46, v_num=0]
    Epoch 2:   8%|▊         | 2555/33666 [01:34<19:12, 27.00it/s, loss=3.6, v_num=0] 
    Epoch 2:   8%|▊         | 2556/33666 [01:34<19:12, 27.00it/s, loss=3.6, v_num=0]
    Epoch 2:   8%|▊         | 2556/33666 [01:34<19:12, 27.00it/s, loss=3.57, v_num=0]
    Epoch 2:   8%|▊         | 2557/33666 [01:34<19:12, 27.00it/s, loss=3.57, v_num=0]
    Epoch 2:   8%|▊         | 2557/33666 [01:34<19:12, 27.00it/s, loss=3.57, v_num=0]
    Epoch 2:   8%|▊         | 2558/33666 [01:34<19:12, 27.00it/s, loss=3.57, v_num=0]
    Epoch 2:   8%|▊         | 2558/33666 [01:34<19:12, 27.00it/s, loss=3.61, v_num=0]
    Epoch 2:   8%|▊         | 2559/33666 [01:34<19:12, 27.00it/s, loss=3.61, v_num=0]
    Epoch 2:   8%|▊         | 2559/33666 [01:34<19:12, 27.00it/s, loss=3.59, v_num=0]
    Epoch 2:   8%|▊         | 2560/33666 [01:34<19:12, 27.00it/s, loss=3.59, v_num=0]
    Epoch 2:   8%|▊         | 2560/33666 [01:34<19:12, 27.00it/s, loss=3.62, v_num=0]
    Epoch 2:   8%|▊         | 2561/33666 [01:34<19:11, 27.00it/s, loss=3.62, v_num=0]
    Epoch 2:   8%|▊         | 2561/33666 [01:34<19:11, 27.00it/s, loss=3.63, v_num=0]
    Epoch 2:   8%|▊         | 2562/33666 [01:34<19:11, 27.00it/s, loss=3.63, v_num=0]
    Epoch 2:   8%|▊         | 2562/33666 [01:34<19:11, 27.00it/s, loss=3.66, v_num=0]
    Epoch 2:   8%|▊         | 2563/33666 [01:34<19:11, 27.00it/s, loss=3.66, v_num=0]
    Epoch 2:   8%|▊         | 2563/33666 [01:34<19:11, 27.00it/s, loss=3.64, v_num=0]
    Epoch 2:   8%|▊         | 2564/33666 [01:34<19:11, 27.00it/s, loss=3.64, v_num=0]
    Epoch 2:   8%|▊         | 2564/33666 [01:34<19:11, 27.00it/s, loss=3.62, v_num=0]
    Epoch 2:   8%|▊         | 2565/33666 [01:34<19:11, 27.00it/s, loss=3.62, v_num=0]
    Epoch 2:   8%|▊         | 2565/33666 [01:34<19:11, 27.00it/s, loss=3.56, v_num=0]
    Epoch 2:   8%|▊         | 2566/33666 [01:35<19:11, 27.00it/s, loss=3.56, v_num=0]
    Epoch 2:   8%|▊         | 2566/33666 [01:35<19:11, 27.00it/s, loss=3.56, v_num=0]
    Epoch 2:   8%|▊         | 2567/33666 [01:35<19:11, 27.00it/s, loss=3.56, v_num=0]
    Epoch 2:   8%|▊         | 2567/33666 [01:35<19:11, 27.00it/s, loss=3.48, v_num=0]
    Epoch 2:   8%|▊         | 2568/33666 [01:35<19:11, 27.00it/s, loss=3.48, v_num=0]
    Epoch 2:   8%|▊         | 2568/33666 [01:35<19:11, 27.00it/s, loss=3.56, v_num=0]
    Epoch 2:   8%|▊         | 2569/33666 [01:35<19:11, 27.00it/s, loss=3.56, v_num=0]
    Epoch 2:   8%|▊         | 2569/33666 [01:35<19:11, 27.00it/s, loss=3.69, v_num=0]
    Epoch 2:   8%|▊         | 2570/33666 [01:35<19:11, 27.00it/s, loss=3.69, v_num=0]
    Epoch 2:   8%|▊         | 2570/33666 [01:35<19:11, 27.00it/s, loss=3.68, v_num=0]
    Epoch 2:   8%|▊         | 2571/33666 [01:35<19:11, 27.00it/s, loss=3.68, v_num=0]
    Epoch 2:   8%|▊         | 2571/33666 [01:35<19:11, 27.00it/s, loss=3.6, v_num=0] 
    Epoch 2:   8%|▊         | 2572/33666 [01:35<19:11, 27.00it/s, loss=3.6, v_num=0]
    Epoch 2:   8%|▊         | 2572/33666 [01:35<19:11, 27.00it/s, loss=3.65, v_num=0]
    Epoch 2:   8%|▊         | 2573/33666 [01:35<19:11, 27.00it/s, loss=3.65, v_num=0]
    Epoch 2:   8%|▊         | 2573/33666 [01:35<19:11, 27.00it/s, loss=3.66, v_num=0]
    Epoch 2:   8%|▊         | 2574/33666 [01:35<19:11, 27.00it/s, loss=3.66, v_num=0]
    Epoch 2:   8%|▊         | 2574/33666 [01:35<19:11, 27.00it/s, loss=3.62, v_num=0]
    Epoch 2:   8%|▊         | 2575/33666 [01:35<19:11, 27.00it/s, loss=3.62, v_num=0]
    Epoch 2:   8%|▊         | 2575/33666 [01:35<19:11, 27.00it/s, loss=3.63, v_num=0]
    Epoch 2:   8%|▊         | 2576/33666 [01:35<19:11, 27.00it/s, loss=3.63, v_num=0]
    Epoch 2:   8%|▊         | 2576/33666 [01:35<19:11, 27.00it/s, loss=3.65, v_num=0]
    Epoch 2:   8%|▊         | 2577/33666 [01:35<19:11, 27.00it/s, loss=3.65, v_num=0]
    Epoch 2:   8%|▊         | 2577/33666 [01:35<19:11, 27.00it/s, loss=3.69, v_num=0]
    Epoch 2:   8%|▊         | 2578/33666 [01:35<19:11, 27.00it/s, loss=3.69, v_num=0]
    Epoch 2:   8%|▊         | 2578/33666 [01:35<19:11, 27.00it/s, loss=3.63, v_num=0]
    Epoch 2:   8%|▊         | 2579/33666 [01:35<19:11, 27.00it/s, loss=3.63, v_num=0]
    Epoch 2:   8%|▊         | 2579/33666 [01:35<19:11, 27.00it/s, loss=3.64, v_num=0]
    Epoch 2:   8%|▊         | 2580/33666 [01:35<19:11, 27.00it/s, loss=3.64, v_num=0]
    Epoch 2:   8%|▊         | 2580/33666 [01:35<19:11, 27.00it/s, loss=3.6, v_num=0] 
    Epoch 2:   8%|▊         | 2581/33666 [01:35<19:11, 27.00it/s, loss=3.6, v_num=0]
    Epoch 2:   8%|▊         | 2581/33666 [01:35<19:11, 27.00it/s, loss=3.6, v_num=0]
    Epoch 2:   8%|▊         | 2582/33666 [01:35<19:11, 27.00it/s, loss=3.6, v_num=0]
    Epoch 2:   8%|▊         | 2582/33666 [01:35<19:11, 27.00it/s, loss=3.57, v_num=0]
    Epoch 2:   8%|▊         | 2583/33666 [01:35<19:11, 27.00it/s, loss=3.57, v_num=0]
    Epoch 2:   8%|▊         | 2583/33666 [01:35<19:11, 27.00it/s, loss=3.62, v_num=0]
    Epoch 2:   8%|▊         | 2584/33666 [01:35<19:11, 27.00it/s, loss=3.62, v_num=0]
    Epoch 2:   8%|▊         | 2584/33666 [01:35<19:11, 27.00it/s, loss=3.66, v_num=0]
    Epoch 2:   8%|▊         | 2585/33666 [01:35<19:11, 27.00it/s, loss=3.66, v_num=0]
    Epoch 2:   8%|▊         | 2585/33666 [01:35<19:11, 27.00it/s, loss=3.76, v_num=0]
    Epoch 2:   8%|▊         | 2586/33666 [01:35<19:10, 27.00it/s, loss=3.76, v_num=0]
    Epoch 2:   8%|▊         | 2586/33666 [01:35<19:10, 27.00it/s, loss=3.83, v_num=0]
    Epoch 2:   8%|▊         | 2587/33666 [01:35<19:10, 27.00it/s, loss=3.83, v_num=0]
    Epoch 2:   8%|▊         | 2587/33666 [01:35<19:10, 27.00it/s, loss=3.88, v_num=0]
    Epoch 2:   8%|▊         | 2588/33666 [01:35<19:10, 27.00it/s, loss=3.88, v_num=0]
    Epoch 2:   8%|▊         | 2588/33666 [01:35<19:10, 27.00it/s, loss=3.83, v_num=0]
    Epoch 2:   8%|▊         | 2589/33666 [01:35<19:10, 27.00it/s, loss=3.83, v_num=0]
    Epoch 2:   8%|▊         | 2589/33666 [01:35<19:10, 27.00it/s, loss=3.79, v_num=0]
    Epoch 2:   8%|▊         | 2590/33666 [01:35<19:10, 27.00it/s, loss=3.79, v_num=0]
    Epoch 2:   8%|▊         | 2590/33666 [01:35<19:10, 27.00it/s, loss=3.86, v_num=0]
    Epoch 2:   8%|▊         | 2591/33666 [01:35<19:10, 27.01it/s, loss=3.86, v_num=0]
    Epoch 2:   8%|▊         | 2591/33666 [01:35<19:10, 27.01it/s, loss=3.81, v_num=0]
    Epoch 2:   8%|▊         | 2592/33666 [01:35<19:10, 27.01it/s, loss=3.81, v_num=0]
    Epoch 2:   8%|▊         | 2592/33666 [01:35<19:10, 27.01it/s, loss=3.77, v_num=0]
    Epoch 2:   8%|▊         | 2593/33666 [01:36<19:10, 27.01it/s, loss=3.77, v_num=0]
    Epoch 2:   8%|▊         | 2593/33666 [01:36<19:10, 27.01it/s, loss=3.76, v_num=0]
    Epoch 2:   8%|▊         | 2594/33666 [01:36<19:10, 27.01it/s, loss=3.76, v_num=0]
    Epoch 2:   8%|▊         | 2594/33666 [01:36<19:10, 27.01it/s, loss=3.67, v_num=0]
    Epoch 2:   8%|▊         | 2595/33666 [01:36<19:10, 27.01it/s, loss=3.67, v_num=0]
    Epoch 2:   8%|▊         | 2595/33666 [01:36<19:10, 27.01it/s, loss=3.62, v_num=0]
    Epoch 2:   8%|▊         | 2596/33666 [01:36<19:10, 27.01it/s, loss=3.62, v_num=0]
    Epoch 2:   8%|▊         | 2596/33666 [01:36<19:10, 27.01it/s, loss=3.59, v_num=0]
    Epoch 2:   8%|▊         | 2597/33666 [01:36<19:10, 27.01it/s, loss=3.59, v_num=0]
    Epoch 2:   8%|▊         | 2597/33666 [01:36<19:10, 27.01it/s, loss=3.69, v_num=0]
    Epoch 2:   8%|▊         | 2598/33666 [01:36<19:10, 27.01it/s, loss=3.69, v_num=0]
    Epoch 2:   8%|▊         | 2598/33666 [01:36<19:10, 27.01it/s, loss=3.72, v_num=0]
    Epoch 2:   8%|▊         | 2599/33666 [01:36<19:10, 27.01it/s, loss=3.72, v_num=0]
    Epoch 2:   8%|▊         | 2599/33666 [01:36<19:10, 27.01it/s, loss=3.73, v_num=0]
    Epoch 2:   8%|▊         | 2600/33666 [01:36<19:10, 27.01it/s, loss=3.73, v_num=0]
    Epoch 2:   8%|▊         | 2600/33666 [01:36<19:10, 27.01it/s, loss=3.82, v_num=0]
    Epoch 2:   8%|▊         | 2601/33666 [01:36<19:10, 27.01it/s, loss=3.82, v_num=0]
    Epoch 2:   8%|▊         | 2601/33666 [01:36<19:10, 27.01it/s, loss=3.85, v_num=0]
    Epoch 2:   8%|▊         | 2602/33666 [01:36<19:10, 27.01it/s, loss=3.85, v_num=0]
    Epoch 2:   8%|▊         | 2602/33666 [01:36<19:10, 27.01it/s, loss=3.81, v_num=0]
    Epoch 2:   8%|▊         | 2603/33666 [01:36<19:10, 27.01it/s, loss=3.81, v_num=0]
    Epoch 2:   8%|▊         | 2603/33666 [01:36<19:10, 27.01it/s, loss=3.77, v_num=0]
    Epoch 2:   8%|▊         | 2604/33666 [01:36<19:10, 27.01it/s, loss=3.77, v_num=0]
    Epoch 2:   8%|▊         | 2604/33666 [01:36<19:10, 27.01it/s, loss=3.68, v_num=0]
    Epoch 2:   8%|▊         | 2605/33666 [01:36<19:10, 27.01it/s, loss=3.68, v_num=0]
    Epoch 2:   8%|▊         | 2605/33666 [01:36<19:10, 27.01it/s, loss=3.63, v_num=0]
    Epoch 2:   8%|▊         | 2606/33666 [01:36<19:09, 27.01it/s, loss=3.63, v_num=0]
    Epoch 2:   8%|▊         | 2606/33666 [01:36<19:09, 27.01it/s, loss=3.53, v_num=0]
    Epoch 2:   8%|▊         | 2607/33666 [01:36<19:09, 27.01it/s, loss=3.53, v_num=0]
    Epoch 2:   8%|▊         | 2607/33666 [01:36<19:09, 27.01it/s, loss=3.52, v_num=0]
    Epoch 2:   8%|▊         | 2608/33666 [01:36<19:09, 27.01it/s, loss=3.52, v_num=0]
    Epoch 2:   8%|▊         | 2608/33666 [01:36<19:09, 27.01it/s, loss=3.59, v_num=0]
    Epoch 2:   8%|▊         | 2609/33666 [01:36<19:09, 27.01it/s, loss=3.59, v_num=0]
    Epoch 2:   8%|▊         | 2609/33666 [01:36<19:09, 27.01it/s, loss=3.57, v_num=0]
    Epoch 2:   8%|▊         | 2610/33666 [01:36<19:09, 27.01it/s, loss=3.57, v_num=0]
    Epoch 2:   8%|▊         | 2610/33666 [01:36<19:09, 27.01it/s, loss=3.53, v_num=0]
    Epoch 2:   8%|▊         | 2611/33666 [01:36<19:09, 27.01it/s, loss=3.53, v_num=0]
    Epoch 2:   8%|▊         | 2611/33666 [01:36<19:09, 27.01it/s, loss=3.58, v_num=0]
    Epoch 2:   8%|▊         | 2612/33666 [01:36<19:09, 27.01it/s, loss=3.58, v_num=0]
    Epoch 2:   8%|▊         | 2612/33666 [01:36<19:09, 27.01it/s, loss=3.6, v_num=0] 
    Epoch 2:   8%|▊         | 2613/33666 [01:36<19:09, 27.01it/s, loss=3.6, v_num=0]
    Epoch 2:   8%|▊         | 2613/33666 [01:36<19:09, 27.01it/s, loss=3.65, v_num=0]
    Epoch 2:   8%|▊         | 2614/33666 [01:36<19:09, 27.01it/s, loss=3.65, v_num=0]
    Epoch 2:   8%|▊         | 2614/33666 [01:36<19:09, 27.01it/s, loss=3.7, v_num=0] 
    Epoch 2:   8%|▊         | 2615/33666 [01:36<19:09, 27.01it/s, loss=3.7, v_num=0]
    Epoch 2:   8%|▊         | 2615/33666 [01:36<19:09, 27.01it/s, loss=3.75, v_num=0]
    Epoch 2:   8%|▊         | 2616/33666 [01:36<19:09, 27.01it/s, loss=3.75, v_num=0]
    Epoch 2:   8%|▊         | 2616/33666 [01:36<19:09, 27.01it/s, loss=3.81, v_num=0]
    Epoch 2:   8%|▊         | 2617/33666 [01:36<19:09, 27.01it/s, loss=3.81, v_num=0]
    Epoch 2:   8%|▊         | 2617/33666 [01:36<19:09, 27.01it/s, loss=3.64, v_num=0]
    Epoch 2:   8%|▊         | 2618/33666 [01:36<19:09, 27.01it/s, loss=3.64, v_num=0]
    Epoch 2:   8%|▊         | 2618/33666 [01:36<19:09, 27.01it/s, loss=3.67, v_num=0]
    Epoch 2:   8%|▊         | 2619/33666 [01:36<19:09, 27.01it/s, loss=3.67, v_num=0]
    Epoch 2:   8%|▊         | 2619/33666 [01:36<19:09, 27.01it/s, loss=3.74, v_num=0]
    Epoch 2:   8%|▊         | 2620/33666 [01:36<19:09, 27.01it/s, loss=3.74, v_num=0]
    Epoch 2:   8%|▊         | 2620/33666 [01:36<19:09, 27.01it/s, loss=3.58, v_num=0]
    Epoch 2:   8%|▊         | 2621/33666 [01:37<19:09, 27.01it/s, loss=3.58, v_num=0]
    Epoch 2:   8%|▊         | 2621/33666 [01:37<19:09, 27.01it/s, loss=3.56, v_num=0]
    Epoch 2:   8%|▊         | 2622/33666 [01:37<19:09, 27.01it/s, loss=3.56, v_num=0]
    Epoch 2:   8%|▊         | 2622/33666 [01:37<19:09, 27.01it/s, loss=3.57, v_num=0]
    Epoch 2:   8%|▊         | 2623/33666 [01:37<19:09, 27.01it/s, loss=3.57, v_num=0]
    Epoch 2:   8%|▊         | 2623/33666 [01:37<19:09, 27.01it/s, loss=3.57, v_num=0]
    Epoch 2:   8%|▊         | 2624/33666 [01:37<19:09, 27.01it/s, loss=3.57, v_num=0]
    Epoch 2:   8%|▊         | 2624/33666 [01:37<19:09, 27.01it/s, loss=3.58, v_num=0]
    Epoch 2:   8%|▊         | 2625/33666 [01:37<19:09, 27.01it/s, loss=3.58, v_num=0]
    Epoch 2:   8%|▊         | 2625/33666 [01:37<19:09, 27.01it/s, loss=3.59, v_num=0]
    Epoch 2:   8%|▊         | 2626/33666 [01:37<19:09, 27.01it/s, loss=3.59, v_num=0]
    Epoch 2:   8%|▊         | 2626/33666 [01:37<19:09, 27.01it/s, loss=3.56, v_num=0]
    Epoch 2:   8%|▊         | 2627/33666 [01:37<19:09, 27.01it/s, loss=3.56, v_num=0]
    Epoch 2:   8%|▊         | 2627/33666 [01:37<19:09, 27.01it/s, loss=3.54, v_num=0]
    Epoch 2:   8%|▊         | 2628/33666 [01:37<19:09, 27.01it/s, loss=3.54, v_num=0]
    Epoch 2:   8%|▊         | 2628/33666 [01:37<19:09, 27.01it/s, loss=3.55, v_num=0]
    Epoch 2:   8%|▊         | 2629/33666 [01:37<19:09, 27.01it/s, loss=3.55, v_num=0]
    Epoch 2:   8%|▊         | 2629/33666 [01:37<19:09, 27.01it/s, loss=3.52, v_num=0]
    Epoch 2:   8%|▊         | 2630/33666 [01:37<19:09, 27.01it/s, loss=3.52, v_num=0]
    Epoch 2:   8%|▊         | 2630/33666 [01:37<19:09, 27.01it/s, loss=3.53, v_num=0]
    Epoch 2:   8%|▊         | 2631/33666 [01:37<19:09, 27.01it/s, loss=3.53, v_num=0]
    Epoch 2:   8%|▊         | 2631/33666 [01:37<19:09, 27.01it/s, loss=3.5, v_num=0] 
    Epoch 2:   8%|▊         | 2632/33666 [01:37<19:09, 27.00it/s, loss=3.5, v_num=0]
    Epoch 2:   8%|▊         | 2632/33666 [01:37<19:09, 27.00it/s, loss=3.52, v_num=0]
    Epoch 2:   8%|▊         | 2633/33666 [01:37<19:09, 27.00it/s, loss=3.52, v_num=0]
    Epoch 2:   8%|▊         | 2633/33666 [01:37<19:09, 27.00it/s, loss=3.52, v_num=0]
    Epoch 2:   8%|▊         | 2634/33666 [01:37<19:09, 27.00it/s, loss=3.52, v_num=0]
    Epoch 2:   8%|▊         | 2634/33666 [01:37<19:09, 27.00it/s, loss=3.59, v_num=0]
    Epoch 2:   8%|▊         | 2635/33666 [01:37<19:09, 27.00it/s, loss=3.59, v_num=0]
    Epoch 2:   8%|▊         | 2635/33666 [01:37<19:09, 27.00it/s, loss=3.57, v_num=0]
    Epoch 2:   8%|▊         | 2636/33666 [01:37<19:09, 27.00it/s, loss=3.57, v_num=0]
    Epoch 2:   8%|▊         | 2636/33666 [01:37<19:09, 27.00it/s, loss=3.54, v_num=0]
    Epoch 2:   8%|▊         | 2637/33666 [01:37<19:09, 27.00it/s, loss=3.54, v_num=0]
    Epoch 2:   8%|▊         | 2637/33666 [01:37<19:09, 27.00it/s, loss=3.65, v_num=0]
    Epoch 2:   8%|▊         | 2638/33666 [01:37<19:09, 27.00it/s, loss=3.65, v_num=0]
    Epoch 2:   8%|▊         | 2638/33666 [01:37<19:09, 27.00it/s, loss=3.64, v_num=0]
    Epoch 2:   8%|▊         | 2639/33666 [01:37<19:09, 27.00it/s, loss=3.64, v_num=0]
    Epoch 2:   8%|▊         | 2639/33666 [01:37<19:09, 27.00it/s, loss=3.61, v_num=0]
    Epoch 2:   8%|▊         | 2640/33666 [01:37<19:09, 27.00it/s, loss=3.61, v_num=0]
    Epoch 2:   8%|▊         | 2640/33666 [01:37<19:09, 27.00it/s, loss=3.75, v_num=0]
    Epoch 2:   8%|▊         | 2641/33666 [01:37<19:09, 27.00it/s, loss=3.75, v_num=0]
    Epoch 2:   8%|▊         | 2641/33666 [01:37<19:09, 27.00it/s, loss=3.8, v_num=0] 
    Epoch 2:   8%|▊         | 2642/33666 [01:37<19:09, 27.00it/s, loss=3.8, v_num=0]
    Epoch 2:   8%|▊         | 2642/33666 [01:37<19:09, 27.00it/s, loss=3.87, v_num=0]
    Epoch 2:   8%|▊         | 2643/33666 [01:37<19:09, 27.00it/s, loss=3.87, v_num=0]
    Epoch 2:   8%|▊         | 2643/33666 [01:37<19:09, 27.00it/s, loss=3.87, v_num=0]
    Epoch 2:   8%|▊         | 2644/33666 [01:37<19:09, 26.99it/s, loss=3.87, v_num=0]
    Epoch 2:   8%|▊         | 2644/33666 [01:37<19:09, 26.99it/s, loss=3.87, v_num=0]
    Epoch 2:   8%|▊         | 2645/33666 [01:37<19:09, 26.99it/s, loss=3.87, v_num=0]
    Epoch 2:   8%|▊         | 2645/33666 [01:37<19:09, 26.99it/s, loss=3.82, v_num=0]
    Epoch 2:   8%|▊         | 2646/33666 [01:38<19:09, 26.99it/s, loss=3.82, v_num=0]
    Epoch 2:   8%|▊         | 2646/33666 [01:38<19:09, 26.99it/s, loss=3.85, v_num=0]
    Epoch 2:   8%|▊         | 2647/33666 [01:38<19:09, 26.99it/s, loss=3.85, v_num=0]
    Epoch 2:   8%|▊         | 2647/33666 [01:38<19:09, 26.99it/s, loss=3.84, v_num=0]
    Epoch 2:   8%|▊         | 2648/33666 [01:38<19:09, 26.99it/s, loss=3.84, v_num=0]
    Epoch 2:   8%|▊         | 2648/33666 [01:38<19:09, 26.99it/s, loss=3.71, v_num=0]
    Epoch 2:   8%|▊         | 2649/33666 [01:38<19:09, 26.99it/s, loss=3.71, v_num=0]
    Epoch 2:   8%|▊         | 2649/33666 [01:38<19:09, 26.99it/s, loss=3.73, v_num=0]
    Epoch 2:   8%|▊         | 2650/33666 [01:38<19:08, 26.99it/s, loss=3.73, v_num=0]
    Epoch 2:   8%|▊         | 2650/33666 [01:38<19:08, 26.99it/s, loss=3.76, v_num=0]
    Epoch 2:   8%|▊         | 2651/33666 [01:38<19:08, 27.00it/s, loss=3.76, v_num=0]
    Epoch 2:   8%|▊         | 2651/33666 [01:38<19:08, 27.00it/s, loss=3.74, v_num=0]
    Epoch 2:   8%|▊         | 2652/33666 [01:38<19:08, 26.99it/s, loss=3.74, v_num=0]
    Epoch 2:   8%|▊         | 2652/33666 [01:38<19:08, 26.99it/s, loss=3.73, v_num=0]
    Epoch 2:   8%|▊         | 2653/33666 [01:38<19:08, 26.99it/s, loss=3.73, v_num=0]
    Epoch 2:   8%|▊         | 2653/33666 [01:38<19:08, 26.99it/s, loss=3.71, v_num=0]
    Epoch 2:   8%|▊         | 2654/33666 [01:38<19:08, 26.99it/s, loss=3.71, v_num=0]
    Epoch 2:   8%|▊         | 2654/33666 [01:38<19:08, 26.99it/s, loss=3.61, v_num=0]
    Epoch 2:   8%|▊         | 2655/33666 [01:38<19:08, 26.99it/s, loss=3.61, v_num=0]
    Epoch 2:   8%|▊         | 2655/33666 [01:38<19:08, 26.99it/s, loss=3.65, v_num=0]
    Epoch 2:   8%|▊         | 2656/33666 [01:38<19:08, 26.99it/s, loss=3.65, v_num=0]
    Epoch 2:   8%|▊         | 2656/33666 [01:38<19:08, 26.99it/s, loss=3.62, v_num=0]
    Epoch 2:   8%|▊         | 2657/33666 [01:38<19:08, 26.99it/s, loss=3.62, v_num=0]
    Epoch 2:   8%|▊         | 2657/33666 [01:38<19:08, 26.99it/s, loss=3.57, v_num=0]
    Epoch 2:   8%|▊         | 2658/33666 [01:38<19:08, 26.99it/s, loss=3.57, v_num=0]
    Epoch 2:   8%|▊         | 2658/33666 [01:38<19:08, 26.99it/s, loss=3.53, v_num=0]
    Epoch 2:   8%|▊         | 2659/33666 [01:38<19:08, 26.99it/s, loss=3.53, v_num=0]
    Epoch 2:   8%|▊         | 2659/33666 [01:38<19:08, 26.99it/s, loss=3.47, v_num=0]
    Epoch 2:   8%|▊         | 2660/33666 [01:38<19:08, 26.99it/s, loss=3.47, v_num=0]
    Epoch 2:   8%|▊         | 2660/33666 [01:38<19:08, 26.99it/s, loss=3.32, v_num=0]
    Epoch 2:   8%|▊         | 2661/33666 [01:38<19:08, 26.99it/s, loss=3.32, v_num=0]
    Epoch 2:   8%|▊         | 2661/33666 [01:38<19:08, 26.99it/s, loss=3.27, v_num=0]
    Epoch 2:   8%|▊         | 2662/33666 [01:38<19:08, 26.99it/s, loss=3.27, v_num=0]
    Epoch 2:   8%|▊         | 2662/33666 [01:38<19:08, 26.99it/s, loss=3.21, v_num=0]
    Epoch 2:   8%|▊         | 2663/33666 [01:38<19:08, 26.99it/s, loss=3.21, v_num=0]
    Epoch 2:   8%|▊         | 2663/33666 [01:38<19:08, 26.99it/s, loss=3.19, v_num=0]
    Epoch 2:   8%|▊         | 2664/33666 [01:38<19:08, 26.99it/s, loss=3.19, v_num=0]
    Epoch 2:   8%|▊         | 2664/33666 [01:38<19:08, 26.99it/s, loss=3.15, v_num=0]
    Epoch 2:   8%|▊         | 2665/33666 [01:38<19:08, 26.99it/s, loss=3.15, v_num=0]
    Epoch 2:   8%|▊         | 2665/33666 [01:38<19:08, 26.99it/s, loss=3.2, v_num=0] 
    Epoch 2:   8%|▊         | 2666/33666 [01:38<19:08, 26.99it/s, loss=3.2, v_num=0]
    Epoch 2:   8%|▊         | 2666/33666 [01:38<19:08, 26.99it/s, loss=3.25, v_num=0]
    Epoch 2:   8%|▊         | 2667/33666 [01:38<19:08, 26.99it/s, loss=3.25, v_num=0]
    Epoch 2:   8%|▊         | 2667/33666 [01:38<19:08, 26.99it/s, loss=3.31, v_num=0]
    Epoch 2:   8%|▊         | 2668/33666 [01:38<19:08, 26.99it/s, loss=3.31, v_num=0]
    Epoch 2:   8%|▊         | 2668/33666 [01:38<19:08, 26.99it/s, loss=3.42, v_num=0]
    Epoch 2:   8%|▊         | 2669/33666 [01:38<19:08, 26.99it/s, loss=3.42, v_num=0]
    Epoch 2:   8%|▊         | 2669/33666 [01:38<19:08, 26.99it/s, loss=3.37, v_num=0]
    Epoch 2:   8%|▊         | 2670/33666 [01:38<19:08, 27.00it/s, loss=3.37, v_num=0]
    Epoch 2:   8%|▊         | 2670/33666 [01:38<19:08, 26.99it/s, loss=3.35, v_num=0]
    Epoch 2:   8%|▊         | 2671/33666 [01:38<19:08, 27.00it/s, loss=3.35, v_num=0]
    Epoch 2:   8%|▊         | 2671/33666 [01:38<19:08, 27.00it/s, loss=3.4, v_num=0] 
    Epoch 2:   8%|▊         | 2672/33666 [01:38<19:08, 27.00it/s, loss=3.4, v_num=0]
    Epoch 2:   8%|▊         | 2672/33666 [01:38<19:08, 27.00it/s, loss=3.44, v_num=0]
    Epoch 2:   8%|▊         | 2673/33666 [01:39<19:08, 27.00it/s, loss=3.44, v_num=0]
    Epoch 2:   8%|▊         | 2673/33666 [01:39<19:08, 27.00it/s, loss=3.44, v_num=0]
    Epoch 2:   8%|▊         | 2674/33666 [01:39<19:08, 27.00it/s, loss=3.44, v_num=0]
    Epoch 2:   8%|▊         | 2674/33666 [01:39<19:08, 27.00it/s, loss=3.53, v_num=0]
    Epoch 2:   8%|▊         | 2675/33666 [01:39<19:07, 27.00it/s, loss=3.53, v_num=0]
    Epoch 2:   8%|▊         | 2675/33666 [01:39<19:07, 27.00it/s, loss=3.54, v_num=0]
    Epoch 2:   8%|▊         | 2676/33666 [01:39<19:07, 27.00it/s, loss=3.54, v_num=0]
    Epoch 2:   8%|▊         | 2676/33666 [01:39<19:07, 27.00it/s, loss=3.58, v_num=0]
    Epoch 2:   8%|▊         | 2677/33666 [01:39<19:07, 27.00it/s, loss=3.58, v_num=0]
    Epoch 2:   8%|▊         | 2677/33666 [01:39<19:07, 27.00it/s, loss=3.59, v_num=0]
    Epoch 2:   8%|▊         | 2678/33666 [01:39<19:07, 27.00it/s, loss=3.59, v_num=0]
    Epoch 2:   8%|▊         | 2678/33666 [01:39<19:07, 27.00it/s, loss=3.69, v_num=0]
    Epoch 2:   8%|▊         | 2679/33666 [01:39<19:07, 27.00it/s, loss=3.69, v_num=0]
    Epoch 2:   8%|▊         | 2679/33666 [01:39<19:07, 27.00it/s, loss=3.72, v_num=0]
    Epoch 2:   8%|▊         | 2680/33666 [01:39<19:07, 27.00it/s, loss=3.72, v_num=0]
    Epoch 2:   8%|▊         | 2680/33666 [01:39<19:07, 27.00it/s, loss=3.86, v_num=0]
    Epoch 2:   8%|▊         | 2681/33666 [01:39<19:07, 27.00it/s, loss=3.86, v_num=0]
    Epoch 2:   8%|▊         | 2681/33666 [01:39<19:07, 27.00it/s, loss=3.77, v_num=0]
    Epoch 2:   8%|▊         | 2682/33666 [01:39<19:07, 27.00it/s, loss=3.77, v_num=0]
    Epoch 2:   8%|▊         | 2682/33666 [01:39<19:07, 27.00it/s, loss=3.67, v_num=0]
    Epoch 2:   8%|▊         | 2683/33666 [01:39<19:07, 27.00it/s, loss=3.67, v_num=0]
    Epoch 2:   8%|▊         | 2683/33666 [01:39<19:07, 27.00it/s, loss=3.7, v_num=0] 
    Epoch 2:   8%|▊         | 2684/33666 [01:39<19:07, 27.00it/s, loss=3.7, v_num=0]
    Epoch 2:   8%|▊         | 2684/33666 [01:39<19:07, 27.00it/s, loss=3.79, v_num=0]
    Epoch 2:   8%|▊         | 2685/33666 [01:39<19:07, 27.00it/s, loss=3.79, v_num=0]
    Epoch 2:   8%|▊         | 2685/33666 [01:39<19:07, 27.00it/s, loss=3.75, v_num=0]
    Epoch 2:   8%|▊         | 2686/33666 [01:39<19:07, 27.00it/s, loss=3.75, v_num=0]
    Epoch 2:   8%|▊         | 2686/33666 [01:39<19:07, 27.00it/s, loss=3.71, v_num=0]
    Epoch 2:   8%|▊         | 2687/33666 [01:39<19:07, 27.00it/s, loss=3.71, v_num=0]
    Epoch 2:   8%|▊         | 2687/33666 [01:39<19:07, 27.00it/s, loss=3.63, v_num=0]
    Epoch 2:   8%|▊         | 2688/33666 [01:39<19:07, 27.00it/s, loss=3.63, v_num=0]
    Epoch 2:   8%|▊         | 2688/33666 [01:39<19:07, 27.00it/s, loss=3.6, v_num=0] 
    Epoch 2:   8%|▊         | 2689/33666 [01:39<19:07, 27.00it/s, loss=3.6, v_num=0]
    Epoch 2:   8%|▊         | 2689/33666 [01:39<19:07, 27.00it/s, loss=3.64, v_num=0]
    Epoch 2:   8%|▊         | 2690/33666 [01:39<19:07, 27.00it/s, loss=3.64, v_num=0]
    Epoch 2:   8%|▊         | 2690/33666 [01:39<19:07, 27.00it/s, loss=3.71, v_num=0]
    Epoch 2:   8%|▊         | 2691/33666 [01:39<19:07, 27.00it/s, loss=3.71, v_num=0]
    Epoch 2:   8%|▊         | 2691/33666 [01:39<19:07, 27.00it/s, loss=3.71, v_num=0]
    Epoch 2:   8%|▊         | 2692/33666 [01:39<19:07, 27.00it/s, loss=3.71, v_num=0]
    Epoch 2:   8%|▊         | 2692/33666 [01:39<19:07, 27.00it/s, loss=3.66, v_num=0]
    Epoch 2:   8%|▊         | 2693/33666 [01:39<19:07, 27.00it/s, loss=3.66, v_num=0]
    Epoch 2:   8%|▊         | 2693/33666 [01:39<19:07, 27.00it/s, loss=3.71, v_num=0]
    Epoch 2:   8%|▊         | 2694/33666 [01:39<19:07, 27.00it/s, loss=3.71, v_num=0]
    Epoch 2:   8%|▊         | 2694/33666 [01:39<19:07, 27.00it/s, loss=3.64, v_num=0]
    Epoch 2:   8%|▊         | 2695/33666 [01:39<19:07, 27.00it/s, loss=3.64, v_num=0]
    Epoch 2:   8%|▊         | 2695/33666 [01:39<19:07, 27.00it/s, loss=3.59, v_num=0]
    Epoch 2:   8%|▊         | 2696/33666 [01:39<19:07, 27.00it/s, loss=3.59, v_num=0]
    Epoch 2:   8%|▊         | 2696/33666 [01:39<19:07, 27.00it/s, loss=3.57, v_num=0]
    Epoch 2:   8%|▊         | 2697/33666 [01:39<19:07, 27.00it/s, loss=3.57, v_num=0]
    Epoch 2:   8%|▊         | 2697/33666 [01:39<19:07, 27.00it/s, loss=3.57, v_num=0]
    Epoch 2:   8%|▊         | 2698/33666 [01:39<19:06, 27.00it/s, loss=3.57, v_num=0]
    Epoch 2:   8%|▊         | 2698/33666 [01:39<19:06, 27.00it/s, loss=3.53, v_num=0]
    Epoch 2:   8%|▊         | 2699/33666 [01:39<19:06, 27.00it/s, loss=3.53, v_num=0]
    Epoch 2:   8%|▊         | 2699/33666 [01:39<19:06, 27.00it/s, loss=3.56, v_num=0]
    Epoch 2:   8%|▊         | 2700/33666 [01:39<19:06, 27.00it/s, loss=3.56, v_num=0]
    Epoch 2:   8%|▊         | 2700/33666 [01:39<19:06, 27.00it/s, loss=3.5, v_num=0] 
    Epoch 2:   8%|▊         | 2701/33666 [01:40<19:06, 27.00it/s, loss=3.5, v_num=0]
    Epoch 2:   8%|▊         | 2701/33666 [01:40<19:06, 27.00it/s, loss=3.62, v_num=0]
    Epoch 2:   8%|▊         | 2702/33666 [01:40<19:06, 27.00it/s, loss=3.62, v_num=0]
    Epoch 2:   8%|▊         | 2702/33666 [01:40<19:06, 27.00it/s, loss=3.72, v_num=0]
    Epoch 2:   8%|▊         | 2703/33666 [01:40<19:06, 27.00it/s, loss=3.72, v_num=0]
    Epoch 2:   8%|▊         | 2703/33666 [01:40<19:06, 27.00it/s, loss=3.71, v_num=0]
    Epoch 2:   8%|▊         | 2704/33666 [01:40<19:06, 27.00it/s, loss=3.71, v_num=0]
    Epoch 2:   8%|▊         | 2704/33666 [01:40<19:06, 27.00it/s, loss=3.64, v_num=0]
    Epoch 2:   8%|▊         | 2705/33666 [01:40<19:06, 27.00it/s, loss=3.64, v_num=0]
    Epoch 2:   8%|▊         | 2705/33666 [01:40<19:06, 27.00it/s, loss=3.65, v_num=0]
    Epoch 2:   8%|▊         | 2706/33666 [01:40<19:06, 27.00it/s, loss=3.65, v_num=0]
    Epoch 2:   8%|▊         | 2706/33666 [01:40<19:06, 27.00it/s, loss=3.72, v_num=0]
    Epoch 2:   8%|▊         | 2707/33666 [01:40<19:06, 27.00it/s, loss=3.72, v_num=0]
    Epoch 2:   8%|▊         | 2707/33666 [01:40<19:06, 27.00it/s, loss=3.81, v_num=0]
    Epoch 2:   8%|▊         | 2708/33666 [01:40<19:06, 27.00it/s, loss=3.81, v_num=0]
    Epoch 2:   8%|▊         | 2708/33666 [01:40<19:06, 27.00it/s, loss=3.89, v_num=0]
    Epoch 2:   8%|▊         | 2709/33666 [01:40<19:06, 27.00it/s, loss=3.89, v_num=0]
    Epoch 2:   8%|▊         | 2709/33666 [01:40<19:06, 27.00it/s, loss=3.81, v_num=0]
    Epoch 2:   8%|▊         | 2710/33666 [01:40<19:06, 27.00it/s, loss=3.81, v_num=0]
    Epoch 2:   8%|▊         | 2710/33666 [01:40<19:06, 27.00it/s, loss=3.76, v_num=0]
    Epoch 2:   8%|▊         | 2711/33666 [01:40<19:06, 27.00it/s, loss=3.76, v_num=0]
    Epoch 2:   8%|▊         | 2711/33666 [01:40<19:06, 27.00it/s, loss=3.68, v_num=0]
    Epoch 2:   8%|▊         | 2712/33666 [01:40<19:06, 27.00it/s, loss=3.68, v_num=0]
    Epoch 2:   8%|▊         | 2712/33666 [01:40<19:06, 27.00it/s, loss=3.66, v_num=0]
    Epoch 2:   8%|▊         | 2713/33666 [01:40<19:06, 27.00it/s, loss=3.66, v_num=0]
    Epoch 2:   8%|▊         | 2713/33666 [01:40<19:06, 27.00it/s, loss=3.57, v_num=0]
    Epoch 2:   8%|▊         | 2714/33666 [01:40<19:06, 27.00it/s, loss=3.57, v_num=0]
    Epoch 2:   8%|▊         | 2714/33666 [01:40<19:06, 27.00it/s, loss=3.6, v_num=0] 
    Epoch 2:   8%|▊         | 2715/33666 [01:40<19:06, 27.00it/s, loss=3.6, v_num=0]
    Epoch 2:   8%|▊         | 2715/33666 [01:40<19:06, 27.00it/s, loss=3.62, v_num=0]
    Epoch 2:   8%|▊         | 2716/33666 [01:40<19:06, 27.00it/s, loss=3.62, v_num=0]
    Epoch 2:   8%|▊         | 2716/33666 [01:40<19:06, 27.00it/s, loss=3.65, v_num=0]
    Epoch 2:   8%|▊         | 2717/33666 [01:40<19:06, 27.00it/s, loss=3.65, v_num=0]
    Epoch 2:   8%|▊         | 2717/33666 [01:40<19:06, 27.00it/s, loss=3.64, v_num=0]
    Epoch 2:   8%|▊         | 2718/33666 [01:40<19:06, 27.00it/s, loss=3.64, v_num=0]
    Epoch 2:   8%|▊         | 2718/33666 [01:40<19:06, 27.00it/s, loss=3.63, v_num=0]
    Epoch 2:   8%|▊         | 2719/33666 [01:40<19:06, 27.00it/s, loss=3.63, v_num=0]
    Epoch 2:   8%|▊         | 2719/33666 [01:40<19:06, 27.00it/s, loss=3.6, v_num=0] 
    Epoch 2:   8%|▊         | 2720/33666 [01:40<19:06, 27.00it/s, loss=3.6, v_num=0]
    Epoch 2:   8%|▊         | 2720/33666 [01:40<19:06, 27.00it/s, loss=3.59, v_num=0]
    Epoch 2:   8%|▊         | 2721/33666 [01:40<19:06, 27.00it/s, loss=3.59, v_num=0]
    Epoch 2:   8%|▊         | 2721/33666 [01:40<19:06, 27.00it/s, loss=3.51, v_num=0]
    Epoch 2:   8%|▊         | 2722/33666 [01:40<19:06, 27.00it/s, loss=3.51, v_num=0]
    Epoch 2:   8%|▊         | 2722/33666 [01:40<19:06, 27.00it/s, loss=3.52, v_num=0]
    Epoch 2:   8%|▊         | 2723/33666 [01:40<19:06, 27.00it/s, loss=3.52, v_num=0]
    Epoch 2:   8%|▊         | 2723/33666 [01:40<19:06, 27.00it/s, loss=3.52, v_num=0]
    Epoch 2:   8%|▊         | 2724/33666 [01:40<19:05, 27.00it/s, loss=3.52, v_num=0]
    Epoch 2:   8%|▊         | 2724/33666 [01:40<19:05, 27.00it/s, loss=3.54, v_num=0]
    Epoch 2:   8%|▊         | 2725/33666 [01:40<19:05, 27.00it/s, loss=3.54, v_num=0]
    Epoch 2:   8%|▊         | 2725/33666 [01:40<19:05, 27.00it/s, loss=3.56, v_num=0]
    Epoch 2:   8%|▊         | 2726/33666 [01:40<19:05, 27.00it/s, loss=3.56, v_num=0]
    Epoch 2:   8%|▊         | 2726/33666 [01:40<19:05, 27.00it/s, loss=3.49, v_num=0]
    Epoch 2:   8%|▊         | 2727/33666 [01:40<19:05, 27.00it/s, loss=3.49, v_num=0]
    Epoch 2:   8%|▊         | 2727/33666 [01:40<19:05, 27.00it/s, loss=3.49, v_num=0]
    Epoch 2:   8%|▊         | 2728/33666 [01:41<19:05, 27.00it/s, loss=3.49, v_num=0]
    Epoch 2:   8%|▊         | 2728/33666 [01:41<19:05, 27.00it/s, loss=3.45, v_num=0]
    Epoch 2:   8%|▊         | 2729/33666 [01:41<19:05, 27.00it/s, loss=3.45, v_num=0]
    Epoch 2:   8%|▊         | 2729/33666 [01:41<19:05, 27.00it/s, loss=3.58, v_num=0]
    Epoch 2:   8%|▊         | 2730/33666 [01:41<19:05, 27.00it/s, loss=3.58, v_num=0]
    Epoch 2:   8%|▊         | 2730/33666 [01:41<19:05, 27.00it/s, loss=3.58, v_num=0]
    Epoch 2:   8%|▊         | 2731/33666 [01:41<19:05, 27.00it/s, loss=3.58, v_num=0]
    Epoch 2:   8%|▊         | 2731/33666 [01:41<19:05, 27.00it/s, loss=3.66, v_num=0]
    Epoch 2:   8%|▊         | 2732/33666 [01:41<19:05, 27.00it/s, loss=3.66, v_num=0]
    Epoch 2:   8%|▊         | 2732/33666 [01:41<19:05, 27.00it/s, loss=3.62, v_num=0]
    Epoch 2:   8%|▊         | 2733/33666 [01:41<19:05, 27.00it/s, loss=3.62, v_num=0]
    Epoch 2:   8%|▊         | 2733/33666 [01:41<19:05, 27.00it/s, loss=3.64, v_num=0]
    Epoch 2:   8%|▊         | 2734/33666 [01:41<19:05, 27.00it/s, loss=3.64, v_num=0]
    Epoch 2:   8%|▊         | 2734/33666 [01:41<19:05, 27.00it/s, loss=3.61, v_num=0]
    Epoch 2:   8%|▊         | 2735/33666 [01:41<19:05, 27.00it/s, loss=3.61, v_num=0]
    Epoch 2:   8%|▊         | 2735/33666 [01:41<19:05, 27.00it/s, loss=3.58, v_num=0]
    Epoch 2:   8%|▊         | 2736/33666 [01:41<19:05, 27.00it/s, loss=3.58, v_num=0]
    Epoch 2:   8%|▊         | 2736/33666 [01:41<19:05, 27.00it/s, loss=3.51, v_num=0]
    Epoch 2:   8%|▊         | 2737/33666 [01:41<19:05, 27.00it/s, loss=3.51, v_num=0]
    Epoch 2:   8%|▊         | 2737/33666 [01:41<19:05, 27.00it/s, loss=3.6, v_num=0] 
    Epoch 2:   8%|▊         | 2738/33666 [01:41<19:05, 27.00it/s, loss=3.6, v_num=0]
    Epoch 2:   8%|▊         | 2738/33666 [01:41<19:05, 27.00it/s, loss=3.63, v_num=0]
    Epoch 2:   8%|▊         | 2739/33666 [01:41<19:05, 27.00it/s, loss=3.63, v_num=0]
    Epoch 2:   8%|▊         | 2739/33666 [01:41<19:05, 27.00it/s, loss=3.62, v_num=0]
    Epoch 2:   8%|▊         | 2740/33666 [01:41<19:05, 27.00it/s, loss=3.62, v_num=0]
    Epoch 2:   8%|▊         | 2740/33666 [01:41<19:05, 27.00it/s, loss=3.69, v_num=0]
    Epoch 2:   8%|▊         | 2741/33666 [01:41<19:05, 27.00it/s, loss=3.69, v_num=0]
    Epoch 2:   8%|▊         | 2741/33666 [01:41<19:05, 27.00it/s, loss=3.71, v_num=0]
    Epoch 2:   8%|▊         | 2742/33666 [01:41<19:05, 27.00it/s, loss=3.71, v_num=0]
    Epoch 2:   8%|▊         | 2742/33666 [01:41<19:05, 27.00it/s, loss=3.57, v_num=0]
    Epoch 2:   8%|▊         | 2743/33666 [01:41<19:05, 27.00it/s, loss=3.57, v_num=0]
    Epoch 2:   8%|▊         | 2743/33666 [01:41<19:05, 27.00it/s, loss=3.51, v_num=0]
    Epoch 2:   8%|▊         | 2744/33666 [01:41<19:05, 27.00it/s, loss=3.51, v_num=0]
    Epoch 2:   8%|▊         | 2744/33666 [01:41<19:05, 27.00it/s, loss=3.56, v_num=0]
    Epoch 2:   8%|▊         | 2745/33666 [01:41<19:05, 27.00it/s, loss=3.56, v_num=0]
    Epoch 2:   8%|▊         | 2745/33666 [01:41<19:05, 27.00it/s, loss=3.57, v_num=0]
    Epoch 2:   8%|▊         | 2746/33666 [01:41<19:05, 27.00it/s, loss=3.57, v_num=0]
    Epoch 2:   8%|▊         | 2746/33666 [01:41<19:05, 27.00it/s, loss=3.57, v_num=0]
    Epoch 2:   8%|▊         | 2747/33666 [01:41<19:05, 27.00it/s, loss=3.57, v_num=0]
    Epoch 2:   8%|▊         | 2747/33666 [01:41<19:05, 27.00it/s, loss=3.54, v_num=0]
    Epoch 2:   8%|▊         | 2748/33666 [01:41<19:05, 27.00it/s, loss=3.54, v_num=0]
    Epoch 2:   8%|▊         | 2748/33666 [01:41<19:05, 27.00it/s, loss=3.57, v_num=0]
    Epoch 2:   8%|▊         | 2749/33666 [01:41<19:05, 27.00it/s, loss=3.57, v_num=0]
    Epoch 2:   8%|▊         | 2749/33666 [01:41<19:05, 27.00it/s, loss=3.57, v_num=0]
    Epoch 2:   8%|▊         | 2750/33666 [01:41<19:05, 27.00it/s, loss=3.57, v_num=0]
    Epoch 2:   8%|▊         | 2750/33666 [01:41<19:05, 27.00it/s, loss=3.56, v_num=0]
    Epoch 2:   8%|▊         | 2751/33666 [01:41<19:05, 27.00it/s, loss=3.56, v_num=0]
    Epoch 2:   8%|▊         | 2751/33666 [01:41<19:05, 27.00it/s, loss=3.5, v_num=0] 
    Epoch 2:   8%|▊         | 2752/33666 [01:41<19:05, 27.00it/s, loss=3.5, v_num=0]
    Epoch 2:   8%|▊         | 2752/33666 [01:41<19:05, 27.00it/s, loss=3.55, v_num=0]
    Epoch 2:   8%|▊         | 2753/33666 [01:41<19:04, 27.00it/s, loss=3.55, v_num=0]
    Epoch 2:   8%|▊         | 2753/33666 [01:41<19:04, 27.00it/s, loss=3.55, v_num=0]
    Epoch 2:   8%|▊         | 2754/33666 [01:42<19:04, 27.00it/s, loss=3.55, v_num=0]
    Epoch 2:   8%|▊         | 2754/33666 [01:42<19:04, 27.00it/s, loss=3.61, v_num=0]
    Epoch 2:   8%|▊         | 2755/33666 [01:42<19:04, 27.00it/s, loss=3.61, v_num=0]
    Epoch 2:   8%|▊         | 2755/33666 [01:42<19:04, 27.00it/s, loss=3.63, v_num=0]
    Epoch 2:   8%|▊         | 2756/33666 [01:42<19:04, 27.00it/s, loss=3.63, v_num=0]
    Epoch 2:   8%|▊         | 2756/33666 [01:42<19:04, 27.00it/s, loss=3.67, v_num=0]
    Epoch 2:   8%|▊         | 2757/33666 [01:42<19:04, 27.00it/s, loss=3.67, v_num=0]
    Epoch 2:   8%|▊         | 2757/33666 [01:42<19:04, 27.00it/s, loss=3.66, v_num=0]
    Epoch 2:   8%|▊         | 2758/33666 [01:42<19:04, 27.00it/s, loss=3.66, v_num=0]
    Epoch 2:   8%|▊         | 2758/33666 [01:42<19:04, 27.00it/s, loss=3.62, v_num=0]
    Epoch 2:   8%|▊         | 2759/33666 [01:42<19:04, 27.00it/s, loss=3.62, v_num=0]
    Epoch 2:   8%|▊         | 2759/33666 [01:42<19:04, 27.00it/s, loss=3.64, v_num=0]
    Epoch 2:   8%|▊         | 2760/33666 [01:42<19:04, 27.00it/s, loss=3.64, v_num=0]
    Epoch 2:   8%|▊         | 2760/33666 [01:42<19:04, 27.00it/s, loss=3.55, v_num=0]
    Epoch 2:   8%|▊         | 2761/33666 [01:42<19:04, 27.00it/s, loss=3.55, v_num=0]
    Epoch 2:   8%|▊         | 2761/33666 [01:42<19:04, 27.00it/s, loss=3.57, v_num=0]
    Epoch 2:   8%|▊         | 2762/33666 [01:42<19:04, 27.00it/s, loss=3.57, v_num=0]
    Epoch 2:   8%|▊         | 2762/33666 [01:42<19:04, 27.00it/s, loss=3.79, v_num=0]
    Epoch 2:   8%|▊         | 2763/33666 [01:42<19:04, 27.00it/s, loss=3.79, v_num=0]
    Epoch 2:   8%|▊         | 2763/33666 [01:42<19:04, 27.00it/s, loss=3.87, v_num=0]
    Epoch 2:   8%|▊         | 2764/33666 [01:42<19:04, 27.00it/s, loss=3.87, v_num=0]
    Epoch 2:   8%|▊         | 2764/33666 [01:42<19:04, 27.00it/s, loss=3.77, v_num=0]
    Epoch 2:   8%|▊         | 2765/33666 [01:42<19:04, 27.00it/s, loss=3.77, v_num=0]
    Epoch 2:   8%|▊         | 2765/33666 [01:42<19:04, 27.00it/s, loss=3.72, v_num=0]
    Epoch 2:   8%|▊         | 2766/33666 [01:42<19:04, 27.00it/s, loss=3.72, v_num=0]
    Epoch 2:   8%|▊         | 2766/33666 [01:42<19:04, 27.00it/s, loss=3.69, v_num=0]
    Epoch 2:   8%|▊         | 2767/33666 [01:42<19:04, 27.00it/s, loss=3.69, v_num=0]
    Epoch 2:   8%|▊         | 2767/33666 [01:42<19:04, 27.00it/s, loss=3.72, v_num=0]
    Epoch 2:   8%|▊         | 2768/33666 [01:42<19:04, 27.00it/s, loss=3.72, v_num=0]
    Epoch 2:   8%|▊         | 2768/33666 [01:42<19:04, 27.00it/s, loss=3.66, v_num=0]
    Epoch 2:   8%|▊         | 2769/33666 [01:42<19:04, 27.00it/s, loss=3.66, v_num=0]
    Epoch 2:   8%|▊         | 2769/33666 [01:42<19:04, 27.00it/s, loss=3.67, v_num=0]
    Epoch 2:   8%|▊         | 2770/33666 [01:42<19:04, 27.00it/s, loss=3.67, v_num=0]
    Epoch 2:   8%|▊         | 2770/33666 [01:42<19:04, 27.00it/s, loss=3.64, v_num=0]
    Epoch 2:   8%|▊         | 2771/33666 [01:42<19:04, 27.00it/s, loss=3.64, v_num=0]
    Epoch 2:   8%|▊         | 2771/33666 [01:42<19:04, 27.00it/s, loss=3.7, v_num=0] 
    Epoch 2:   8%|▊         | 2772/33666 [01:42<19:04, 27.00it/s, loss=3.7, v_num=0]
    Epoch 2:   8%|▊         | 2772/33666 [01:42<19:04, 27.00it/s, loss=3.71, v_num=0]
    Epoch 2:   8%|▊         | 2773/33666 [01:42<19:04, 27.00it/s, loss=3.71, v_num=0]
    Epoch 2:   8%|▊         | 2773/33666 [01:42<19:04, 27.00it/s, loss=3.73, v_num=0]
    Epoch 2:   8%|▊         | 2774/33666 [01:42<19:04, 27.00it/s, loss=3.73, v_num=0]
    Epoch 2:   8%|▊         | 2774/33666 [01:42<19:04, 27.00it/s, loss=3.67, v_num=0]
    Epoch 2:   8%|▊         | 2775/33666 [01:42<19:04, 27.00it/s, loss=3.67, v_num=0]
    Epoch 2:   8%|▊         | 2775/33666 [01:42<19:04, 27.00it/s, loss=3.72, v_num=0]
    Epoch 2:   8%|▊         | 2776/33666 [01:42<19:04, 27.00it/s, loss=3.72, v_num=0]
    Epoch 2:   8%|▊         | 2776/33666 [01:42<19:04, 27.00it/s, loss=3.72, v_num=0]
    Epoch 2:   8%|▊         | 2777/33666 [01:42<19:04, 27.00it/s, loss=3.72, v_num=0]
    Epoch 2:   8%|▊         | 2777/33666 [01:42<19:04, 27.00it/s, loss=3.65, v_num=0]
    Epoch 2:   8%|▊         | 2778/33666 [01:42<19:04, 27.00it/s, loss=3.65, v_num=0]
    Epoch 2:   8%|▊         | 2778/33666 [01:42<19:04, 27.00it/s, loss=3.6, v_num=0] 
    Epoch 2:   8%|▊         | 2779/33666 [01:42<19:04, 27.00it/s, loss=3.6, v_num=0]
    Epoch 2:   8%|▊         | 2779/33666 [01:42<19:04, 27.00it/s, loss=3.62, v_num=0]
    Epoch 2:   8%|▊         | 2780/33666 [01:42<19:04, 27.00it/s, loss=3.62, v_num=0]
    Epoch 2:   8%|▊         | 2780/33666 [01:42<19:04, 27.00it/s, loss=3.66, v_num=0]
    Epoch 2:   8%|▊         | 2781/33666 [01:43<19:04, 27.00it/s, loss=3.66, v_num=0]
    Epoch 2:   8%|▊         | 2781/33666 [01:43<19:04, 27.00it/s, loss=3.67, v_num=0]
    Epoch 2:   8%|▊         | 2782/33666 [01:43<19:04, 27.00it/s, loss=3.67, v_num=0]
    Epoch 2:   8%|▊         | 2782/33666 [01:43<19:04, 27.00it/s, loss=3.59, v_num=0]
    Epoch 2:   8%|▊         | 2783/33666 [01:43<19:03, 27.00it/s, loss=3.59, v_num=0]
    Epoch 2:   8%|▊         | 2783/33666 [01:43<19:03, 27.00it/s, loss=3.57, v_num=0]
    Epoch 2:   8%|▊         | 2784/33666 [01:43<19:03, 27.00it/s, loss=3.57, v_num=0]
    Epoch 2:   8%|▊         | 2784/33666 [01:43<19:03, 27.00it/s, loss=3.6, v_num=0] 
    Epoch 2:   8%|▊         | 2785/33666 [01:43<19:03, 27.00it/s, loss=3.6, v_num=0]
    Epoch 2:   8%|▊         | 2785/33666 [01:43<19:03, 27.00it/s, loss=3.68, v_num=0]
    Epoch 2:   8%|▊         | 2786/33666 [01:43<19:03, 26.99it/s, loss=3.68, v_num=0]
    Epoch 2:   8%|▊         | 2786/33666 [01:43<19:03, 26.99it/s, loss=3.71, v_num=0]
    Epoch 2:   8%|▊         | 2787/33666 [01:43<19:04, 26.99it/s, loss=3.71, v_num=0]
    Epoch 2:   8%|▊         | 2787/33666 [01:43<19:04, 26.99it/s, loss=3.65, v_num=0]
    Epoch 2:   8%|▊         | 2788/33666 [01:43<19:04, 26.99it/s, loss=3.65, v_num=0]
    Epoch 2:   8%|▊         | 2788/33666 [01:43<19:04, 26.99it/s, loss=3.66, v_num=0]
    Epoch 2:   8%|▊         | 2789/33666 [01:43<19:03, 26.99it/s, loss=3.66, v_num=0]
    Epoch 2:   8%|▊         | 2789/33666 [01:43<19:03, 26.99it/s, loss=3.68, v_num=0]
    Epoch 2:   8%|▊         | 2790/33666 [01:43<19:03, 26.99it/s, loss=3.68, v_num=0]
    Epoch 2:   8%|▊         | 2790/33666 [01:43<19:03, 26.99it/s, loss=3.67, v_num=0]
    Epoch 2:   8%|▊         | 2791/33666 [01:43<19:03, 26.99it/s, loss=3.67, v_num=0]
    Epoch 2:   8%|▊         | 2791/33666 [01:43<19:03, 26.99it/s, loss=3.64, v_num=0]
    Epoch 2:   8%|▊         | 2792/33666 [01:43<19:03, 26.99it/s, loss=3.64, v_num=0]
    Epoch 2:   8%|▊         | 2792/33666 [01:43<19:03, 26.99it/s, loss=3.54, v_num=0]
    Epoch 2:   8%|▊         | 2793/33666 [01:43<19:03, 26.99it/s, loss=3.54, v_num=0]
    Epoch 2:   8%|▊         | 2793/33666 [01:43<19:03, 26.99it/s, loss=3.48, v_num=0]
    Epoch 2:   8%|▊         | 2794/33666 [01:43<19:03, 26.99it/s, loss=3.48, v_num=0]
    Epoch 2:   8%|▊         | 2794/33666 [01:43<19:03, 26.99it/s, loss=3.47, v_num=0]
    Epoch 2:   8%|▊         | 2795/33666 [01:43<19:03, 26.99it/s, loss=3.47, v_num=0]
    Epoch 2:   8%|▊         | 2795/33666 [01:43<19:03, 26.99it/s, loss=3.3, v_num=0] 
    Epoch 2:   8%|▊         | 2796/33666 [01:43<19:03, 26.99it/s, loss=3.3, v_num=0]
    Epoch 2:   8%|▊         | 2796/33666 [01:43<19:03, 26.99it/s, loss=3.29, v_num=0]
    Epoch 2:   8%|▊         | 2797/33666 [01:43<19:03, 26.99it/s, loss=3.29, v_num=0]
    Epoch 2:   8%|▊         | 2797/33666 [01:43<19:03, 26.99it/s, loss=3.29, v_num=0]
    Epoch 2:   8%|▊         | 2798/33666 [01:43<19:03, 26.99it/s, loss=3.29, v_num=0]
    Epoch 2:   8%|▊         | 2798/33666 [01:43<19:03, 26.99it/s, loss=3.4, v_num=0] 
    Epoch 2:   8%|▊         | 2799/33666 [01:43<19:03, 26.98it/s, loss=3.4, v_num=0]
    Epoch 2:   8%|▊         | 2799/33666 [01:43<19:03, 26.98it/s, loss=3.4, v_num=0]
    Epoch 2:   8%|▊         | 2800/33666 [01:43<19:03, 26.98it/s, loss=3.4, v_num=0]
    Epoch 2:   8%|▊         | 2800/33666 [01:43<19:03, 26.98it/s, loss=3.35, v_num=0]
    Epoch 2:   8%|▊         | 2801/33666 [01:43<19:03, 26.98it/s, loss=3.35, v_num=0]
    Epoch 2:   8%|▊         | 2801/33666 [01:43<19:03, 26.98it/s, loss=3.38, v_num=0]
    Epoch 2:   8%|▊         | 2802/33666 [01:43<19:03, 26.98it/s, loss=3.38, v_num=0]
    Epoch 2:   8%|▊         | 2802/33666 [01:43<19:03, 26.98it/s, loss=3.34, v_num=0]
    Epoch 2:   8%|▊         | 2803/33666 [01:43<19:03, 26.98it/s, loss=3.34, v_num=0]
    Epoch 2:   8%|▊         | 2803/33666 [01:43<19:03, 26.98it/s, loss=3.31, v_num=0]
    Epoch 2:   8%|▊         | 2804/33666 [01:43<19:03, 26.98it/s, loss=3.31, v_num=0]
    Epoch 2:   8%|▊         | 2804/33666 [01:43<19:03, 26.98it/s, loss=3.32, v_num=0]
    Epoch 2:   8%|▊         | 2805/33666 [01:43<19:03, 26.98it/s, loss=3.32, v_num=0]
    Epoch 2:   8%|▊         | 2805/33666 [01:43<19:03, 26.98it/s, loss=3.34, v_num=0]
    Epoch 2:   8%|▊         | 2806/33666 [01:44<19:03, 26.98it/s, loss=3.34, v_num=0]
    Epoch 2:   8%|▊         | 2806/33666 [01:44<19:03, 26.98it/s, loss=3.31, v_num=0]
    Epoch 2:   8%|▊         | 2807/33666 [01:44<19:03, 26.98it/s, loss=3.31, v_num=0]
    Epoch 2:   8%|▊         | 2807/33666 [01:44<19:03, 26.98it/s, loss=3.34, v_num=0]
    Epoch 2:   8%|▊         | 2808/33666 [01:44<19:03, 26.98it/s, loss=3.34, v_num=0]
    Epoch 2:   8%|▊         | 2808/33666 [01:44<19:03, 26.98it/s, loss=3.37, v_num=0]
    Epoch 2:   8%|▊         | 2809/33666 [01:44<19:03, 26.97it/s, loss=3.37, v_num=0]
    Epoch 2:   8%|▊         | 2809/33666 [01:44<19:03, 26.97it/s, loss=3.27, v_num=0]
    Epoch 2:   8%|▊         | 2810/33666 [01:44<19:03, 26.97it/s, loss=3.27, v_num=0]
    Epoch 2:   8%|▊         | 2810/33666 [01:44<19:03, 26.97it/s, loss=3.28, v_num=0]
    Epoch 2:   8%|▊         | 2811/33666 [01:44<19:03, 26.97it/s, loss=3.28, v_num=0]
    Epoch 2:   8%|▊         | 2811/33666 [01:44<19:03, 26.97it/s, loss=3.26, v_num=0]
    Epoch 2:   8%|▊         | 2812/33666 [01:44<19:03, 26.97it/s, loss=3.26, v_num=0]
    Epoch 2:   8%|▊         | 2812/33666 [01:44<19:03, 26.97it/s, loss=3.32, v_num=0]
    Epoch 2:   8%|▊         | 2813/33666 [01:44<19:03, 26.97it/s, loss=3.32, v_num=0]
    Epoch 2:   8%|▊         | 2813/33666 [01:44<19:03, 26.97it/s, loss=3.33, v_num=0]
    Epoch 2:   8%|▊         | 2814/33666 [01:44<19:03, 26.97it/s, loss=3.33, v_num=0]
    Epoch 2:   8%|▊         | 2814/33666 [01:44<19:03, 26.97it/s, loss=3.29, v_num=0]
    Epoch 2:   8%|▊         | 2815/33666 [01:44<19:03, 26.97it/s, loss=3.29, v_num=0]
    Epoch 2:   8%|▊         | 2815/33666 [01:44<19:03, 26.97it/s, loss=3.39, v_num=0]
    Epoch 2:   8%|▊         | 2816/33666 [01:44<19:03, 26.97it/s, loss=3.39, v_num=0]
    Epoch 2:   8%|▊         | 2816/33666 [01:44<19:03, 26.97it/s, loss=3.35, v_num=0]
    Epoch 2:   8%|▊         | 2817/33666 [01:44<19:03, 26.97it/s, loss=3.35, v_num=0]
    Epoch 2:   8%|▊         | 2817/33666 [01:44<19:03, 26.97it/s, loss=3.42, v_num=0]
    Epoch 2:   8%|▊         | 2818/33666 [01:44<19:03, 26.97it/s, loss=3.42, v_num=0]
    Epoch 2:   8%|▊         | 2818/33666 [01:44<19:03, 26.97it/s, loss=3.3, v_num=0] 
    Epoch 2:   8%|▊         | 2819/33666 [01:44<19:03, 26.97it/s, loss=3.3, v_num=0]
    Epoch 2:   8%|▊         | 2819/33666 [01:44<19:03, 26.97it/s, loss=3.22, v_num=0]
    Epoch 2:   8%|▊         | 2820/33666 [01:44<19:03, 26.97it/s, loss=3.22, v_num=0]
    Epoch 2:   8%|▊         | 2820/33666 [01:44<19:03, 26.97it/s, loss=3.2, v_num=0] 
    Epoch 2:   8%|▊         | 2821/33666 [01:44<19:03, 26.97it/s, loss=3.2, v_num=0]
    Epoch 2:   8%|▊         | 2821/33666 [01:44<19:03, 26.97it/s, loss=3.11, v_num=0]
    Epoch 2:   8%|▊         | 2822/33666 [01:44<19:03, 26.97it/s, loss=3.11, v_num=0]
    Epoch 2:   8%|▊         | 2822/33666 [01:44<19:03, 26.97it/s, loss=3.18, v_num=0]
    Epoch 2:   8%|▊         | 2823/33666 [01:44<19:03, 26.97it/s, loss=3.18, v_num=0]
    Epoch 2:   8%|▊         | 2823/33666 [01:44<19:03, 26.97it/s, loss=3.23, v_num=0]
    Epoch 2:   8%|▊         | 2824/33666 [01:44<19:03, 26.97it/s, loss=3.23, v_num=0]
    Epoch 2:   8%|▊         | 2824/33666 [01:44<19:03, 26.97it/s, loss=3.27, v_num=0]
    Epoch 2:   8%|▊         | 2825/33666 [01:44<19:03, 26.97it/s, loss=3.27, v_num=0]
    Epoch 2:   8%|▊         | 2825/33666 [01:44<19:03, 26.97it/s, loss=3.29, v_num=0]
    Epoch 2:   8%|▊         | 2826/33666 [01:44<19:03, 26.97it/s, loss=3.29, v_num=0]
    Epoch 2:   8%|▊         | 2826/33666 [01:44<19:03, 26.97it/s, loss=3.34, v_num=0]
    Epoch 2:   8%|▊         | 2827/33666 [01:44<19:03, 26.97it/s, loss=3.34, v_num=0]
    Epoch 2:   8%|▊         | 2827/33666 [01:44<19:03, 26.97it/s, loss=3.35, v_num=0]
    Epoch 2:   8%|▊         | 2828/33666 [01:44<19:03, 26.97it/s, loss=3.35, v_num=0]
    Epoch 2:   8%|▊         | 2828/33666 [01:44<19:03, 26.97it/s, loss=3.31, v_num=0]
    Epoch 2:   8%|▊         | 2829/33666 [01:44<19:03, 26.97it/s, loss=3.31, v_num=0]
    Epoch 2:   8%|▊         | 2829/33666 [01:44<19:03, 26.97it/s, loss=3.35, v_num=0]
    Epoch 2:   8%|▊         | 2830/33666 [01:44<19:03, 26.97it/s, loss=3.35, v_num=0]
    Epoch 2:   8%|▊         | 2830/33666 [01:44<19:03, 26.97it/s, loss=3.35, v_num=0]
    Epoch 2:   8%|▊         | 2831/33666 [01:44<19:03, 26.97it/s, loss=3.35, v_num=0]
    Epoch 2:   8%|▊         | 2831/33666 [01:44<19:03, 26.97it/s, loss=3.38, v_num=0]
    Epoch 2:   8%|▊         | 2832/33666 [01:44<19:03, 26.97it/s, loss=3.38, v_num=0]
    Epoch 2:   8%|▊         | 2832/33666 [01:44<19:03, 26.97it/s, loss=3.4, v_num=0] 
    Epoch 2:   8%|▊         | 2833/33666 [01:45<19:03, 26.97it/s, loss=3.4, v_num=0]
    Epoch 2:   8%|▊         | 2833/33666 [01:45<19:03, 26.97it/s, loss=3.5, v_num=0]
    Epoch 2:   8%|▊         | 2834/33666 [01:45<19:03, 26.97it/s, loss=3.5, v_num=0]
    Epoch 2:   8%|▊         | 2834/33666 [01:45<19:03, 26.97it/s, loss=3.62, v_num=0]
    Epoch 2:   8%|▊         | 2835/33666 [01:45<19:03, 26.97it/s, loss=3.62, v_num=0]
    Epoch 2:   8%|▊         | 2835/33666 [01:45<19:03, 26.97it/s, loss=3.65, v_num=0]
    Epoch 2:   8%|▊         | 2836/33666 [01:45<19:02, 26.97it/s, loss=3.65, v_num=0]
    Epoch 2:   8%|▊         | 2836/33666 [01:45<19:02, 26.97it/s, loss=3.7, v_num=0] 
    Epoch 2:   8%|▊         | 2837/33666 [01:45<19:02, 26.97it/s, loss=3.7, v_num=0]
    Epoch 2:   8%|▊         | 2837/33666 [01:45<19:02, 26.97it/s, loss=3.63, v_num=0]
    Epoch 2:   8%|▊         | 2838/33666 [01:45<19:02, 26.97it/s, loss=3.63, v_num=0]
    Epoch 2:   8%|▊         | 2838/33666 [01:45<19:02, 26.97it/s, loss=3.66, v_num=0]
    Epoch 2:   8%|▊         | 2839/33666 [01:45<19:02, 26.97it/s, loss=3.66, v_num=0]
    Epoch 2:   8%|▊         | 2839/33666 [01:45<19:02, 26.97it/s, loss=3.7, v_num=0] 
    Epoch 2:   8%|▊         | 2840/33666 [01:45<19:02, 26.97it/s, loss=3.7, v_num=0]
    Epoch 2:   8%|▊         | 2840/33666 [01:45<19:02, 26.97it/s, loss=3.78, v_num=0]
    Epoch 2:   8%|▊         | 2841/33666 [01:45<19:02, 26.97it/s, loss=3.78, v_num=0]
    Epoch 2:   8%|▊         | 2841/33666 [01:45<19:02, 26.97it/s, loss=3.79, v_num=0]
    Epoch 2:   8%|▊         | 2842/33666 [01:45<19:02, 26.97it/s, loss=3.79, v_num=0]
    Epoch 2:   8%|▊         | 2842/33666 [01:45<19:02, 26.97it/s, loss=3.76, v_num=0]
    Epoch 2:   8%|▊         | 2843/33666 [01:45<19:02, 26.97it/s, loss=3.76, v_num=0]
    Epoch 2:   8%|▊         | 2843/33666 [01:45<19:02, 26.97it/s, loss=3.76, v_num=0]
    Epoch 2:   8%|▊         | 2844/33666 [01:45<19:02, 26.97it/s, loss=3.76, v_num=0]
    Epoch 2:   8%|▊         | 2844/33666 [01:45<19:02, 26.97it/s, loss=3.77, v_num=0]
    Epoch 2:   8%|▊         | 2845/33666 [01:45<19:02, 26.97it/s, loss=3.77, v_num=0]
    Epoch 2:   8%|▊         | 2845/33666 [01:45<19:02, 26.97it/s, loss=3.71, v_num=0]
    Epoch 2:   8%|▊         | 2846/33666 [01:45<19:02, 26.96it/s, loss=3.71, v_num=0]
    Epoch 2:   8%|▊         | 2846/33666 [01:45<19:02, 26.96it/s, loss=3.63, v_num=0]
    Epoch 2:   8%|▊         | 2847/33666 [01:45<19:02, 26.96it/s, loss=3.63, v_num=0]
    Epoch 2:   8%|▊         | 2847/33666 [01:45<19:02, 26.96it/s, loss=3.6, v_num=0] 
    Epoch 2:   8%|▊         | 2848/33666 [01:45<19:02, 26.96it/s, loss=3.6, v_num=0]
    Epoch 2:   8%|▊         | 2848/33666 [01:45<19:02, 26.96it/s, loss=3.62, v_num=0]
    Epoch 2:   8%|▊         | 2849/33666 [01:45<19:02, 26.96it/s, loss=3.62, v_num=0]
    Epoch 2:   8%|▊         | 2849/33666 [01:45<19:02, 26.96it/s, loss=3.66, v_num=0]
    Epoch 2:   8%|▊         | 2850/33666 [01:45<19:03, 26.96it/s, loss=3.66, v_num=0]
    Epoch 2:   8%|▊         | 2850/33666 [01:45<19:03, 26.96it/s, loss=3.63, v_num=0]
    Epoch 2:   8%|▊         | 2851/33666 [01:45<19:03, 26.96it/s, loss=3.63, v_num=0]
    Epoch 2:   8%|▊         | 2851/33666 [01:45<19:03, 26.96it/s, loss=3.64, v_num=0]
    Epoch 2:   8%|▊         | 2852/33666 [01:45<19:03, 26.96it/s, loss=3.64, v_num=0]
    Epoch 2:   8%|▊         | 2852/33666 [01:45<19:03, 26.96it/s, loss=3.64, v_num=0]
    Epoch 2:   8%|▊         | 2853/33666 [01:45<19:03, 26.96it/s, loss=3.64, v_num=0]
    Epoch 2:   8%|▊         | 2853/33666 [01:45<19:03, 26.96it/s, loss=3.62, v_num=0]
    Epoch 2:   8%|▊         | 2854/33666 [01:45<19:03, 26.96it/s, loss=3.62, v_num=0]
    Epoch 2:   8%|▊         | 2854/33666 [01:45<19:03, 26.95it/s, loss=3.63, v_num=0]
    Epoch 2:   8%|▊         | 2855/33666 [01:45<19:03, 26.95it/s, loss=3.63, v_num=0]
    Epoch 2:   8%|▊         | 2855/33666 [01:45<19:03, 26.95it/s, loss=3.57, v_num=0]
    Epoch 2:   8%|▊         | 2856/33666 [01:45<19:03, 26.95it/s, loss=3.57, v_num=0]
    Epoch 2:   8%|▊         | 2856/33666 [01:45<19:03, 26.95it/s, loss=3.55, v_num=0]
    Epoch 2:   8%|▊         | 2857/33666 [01:46<19:03, 26.95it/s, loss=3.55, v_num=0]
    Epoch 2:   8%|▊         | 2857/33666 [01:46<19:03, 26.95it/s, loss=3.63, v_num=0]
    Epoch 2:   8%|▊         | 2858/33666 [01:46<19:03, 26.95it/s, loss=3.63, v_num=0]
    Epoch 2:   8%|▊         | 2858/33666 [01:46<19:03, 26.95it/s, loss=3.67, v_num=0]
    Epoch 2:   8%|▊         | 2859/33666 [01:46<19:03, 26.95it/s, loss=3.67, v_num=0]
    Epoch 2:   8%|▊         | 2859/33666 [01:46<19:03, 26.95it/s, loss=3.68, v_num=0]
    Epoch 2:   8%|▊         | 2860/33666 [01:46<19:03, 26.95it/s, loss=3.68, v_num=0]
    Epoch 2:   8%|▊         | 2860/33666 [01:46<19:03, 26.95it/s, loss=3.66, v_num=0]
    Epoch 2:   8%|▊         | 2861/33666 [01:46<19:02, 26.95it/s, loss=3.66, v_num=0]
    Epoch 2:   8%|▊         | 2861/33666 [01:46<19:02, 26.95it/s, loss=3.67, v_num=0]
    Epoch 2:   9%|▊         | 2862/33666 [01:46<19:02, 26.95it/s, loss=3.67, v_num=0]
    Epoch 2:   9%|▊         | 2862/33666 [01:46<19:02, 26.95it/s, loss=3.77, v_num=0]
    Epoch 2:   9%|▊         | 2863/33666 [01:46<19:02, 26.95it/s, loss=3.77, v_num=0]
    Epoch 2:   9%|▊         | 2863/33666 [01:46<19:02, 26.95it/s, loss=3.74, v_num=0]
    Epoch 2:   9%|▊         | 2864/33666 [01:46<19:02, 26.95it/s, loss=3.74, v_num=0]
    Epoch 2:   9%|▊         | 2864/33666 [01:46<19:02, 26.95it/s, loss=3.72, v_num=0]
    Epoch 2:   9%|▊         | 2865/33666 [01:46<19:02, 26.95it/s, loss=3.72, v_num=0]
    Epoch 2:   9%|▊         | 2865/33666 [01:46<19:02, 26.95it/s, loss=3.79, v_num=0]
    Epoch 2:   9%|▊         | 2866/33666 [01:46<19:02, 26.95it/s, loss=3.79, v_num=0]
    Epoch 2:   9%|▊         | 2866/33666 [01:46<19:02, 26.95it/s, loss=3.83, v_num=0]
    Epoch 2:   9%|▊         | 2867/33666 [01:46<19:02, 26.95it/s, loss=3.83, v_num=0]
    Epoch 2:   9%|▊         | 2867/33666 [01:46<19:02, 26.95it/s, loss=3.94, v_num=0]
    Epoch 2:   9%|▊         | 2868/33666 [01:46<19:02, 26.95it/s, loss=3.94, v_num=0]
    Epoch 2:   9%|▊         | 2868/33666 [01:46<19:02, 26.95it/s, loss=3.94, v_num=0]
    Epoch 2:   9%|▊         | 2869/33666 [01:46<19:02, 26.95it/s, loss=3.94, v_num=0]
    Epoch 2:   9%|▊         | 2869/33666 [01:46<19:02, 26.95it/s, loss=3.88, v_num=0]
    Epoch 2:   9%|▊         | 2870/33666 [01:46<19:02, 26.95it/s, loss=3.88, v_num=0]
    Epoch 2:   9%|▊         | 2870/33666 [01:46<19:02, 26.95it/s, loss=3.99, v_num=0]
    Epoch 2:   9%|▊         | 2871/33666 [01:46<19:02, 26.95it/s, loss=3.99, v_num=0]
    Epoch 2:   9%|▊         | 2871/33666 [01:46<19:02, 26.95it/s, loss=3.96, v_num=0]
    Epoch 2:   9%|▊         | 2872/33666 [01:46<19:02, 26.95it/s, loss=3.96, v_num=0]
    Epoch 2:   9%|▊         | 2872/33666 [01:46<19:02, 26.95it/s, loss=4, v_num=0]   
    Epoch 2:   9%|▊         | 2873/33666 [01:46<19:02, 26.95it/s, loss=4, v_num=0]
    Epoch 2:   9%|▊         | 2873/33666 [01:46<19:02, 26.95it/s, loss=4, v_num=0]
    Epoch 2:   9%|▊         | 2874/33666 [01:46<19:02, 26.95it/s, loss=4, v_num=0]
    Epoch 2:   9%|▊         | 2874/33666 [01:46<19:02, 26.95it/s, loss=3.93, v_num=0]
    Epoch 2:   9%|▊         | 2875/33666 [01:46<19:02, 26.95it/s, loss=3.93, v_num=0]
    Epoch 2:   9%|▊         | 2875/33666 [01:46<19:02, 26.95it/s, loss=4.02, v_num=0]
    Epoch 2:   9%|▊         | 2876/33666 [01:46<19:02, 26.95it/s, loss=4.02, v_num=0]
    Epoch 2:   9%|▊         | 2876/33666 [01:46<19:02, 26.95it/s, loss=4.06, v_num=0]
    Epoch 2:   9%|▊         | 2877/33666 [01:46<19:02, 26.95it/s, loss=4.06, v_num=0]
    Epoch 2:   9%|▊         | 2877/33666 [01:46<19:02, 26.95it/s, loss=3.97, v_num=0]
    Epoch 2:   9%|▊         | 2878/33666 [01:46<19:02, 26.95it/s, loss=3.97, v_num=0]
    Epoch 2:   9%|▊         | 2878/33666 [01:46<19:02, 26.95it/s, loss=3.95, v_num=0]
    Epoch 2:   9%|▊         | 2879/33666 [01:46<19:02, 26.95it/s, loss=3.95, v_num=0]
    Epoch 2:   9%|▊         | 2879/33666 [01:46<19:02, 26.95it/s, loss=3.93, v_num=0]
    Epoch 2:   9%|▊         | 2880/33666 [01:46<19:02, 26.95it/s, loss=3.93, v_num=0]
    Epoch 2:   9%|▊         | 2880/33666 [01:46<19:02, 26.95it/s, loss=3.95, v_num=0]
    Epoch 2:   9%|▊         | 2881/33666 [01:46<19:02, 26.95it/s, loss=3.95, v_num=0]
    Epoch 2:   9%|▊         | 2881/33666 [01:46<19:02, 26.95it/s, loss=3.93, v_num=0]
    Epoch 2:   9%|▊         | 2882/33666 [01:46<19:02, 26.95it/s, loss=3.93, v_num=0]
    Epoch 2:   9%|▊         | 2882/33666 [01:46<19:02, 26.95it/s, loss=3.85, v_num=0]
    Epoch 2:   9%|▊         | 2883/33666 [01:46<19:02, 26.95it/s, loss=3.85, v_num=0]
    Epoch 2:   9%|▊         | 2883/33666 [01:46<19:02, 26.95it/s, loss=3.81, v_num=0]
    Epoch 2:   9%|▊         | 2884/33666 [01:47<19:02, 26.95it/s, loss=3.81, v_num=0]
    Epoch 2:   9%|▊         | 2884/33666 [01:47<19:02, 26.95it/s, loss=3.78, v_num=0]
    Epoch 2:   9%|▊         | 2885/33666 [01:47<19:02, 26.95it/s, loss=3.78, v_num=0]
    Epoch 2:   9%|▊         | 2885/33666 [01:47<19:02, 26.95it/s, loss=3.77, v_num=0]
    Epoch 2:   9%|▊         | 2886/33666 [01:47<19:02, 26.95it/s, loss=3.77, v_num=0]
    Epoch 2:   9%|▊         | 2886/33666 [01:47<19:02, 26.95it/s, loss=3.83, v_num=0]
    Epoch 2:   9%|▊         | 2887/33666 [01:47<19:02, 26.95it/s, loss=3.83, v_num=0]
    Epoch 2:   9%|▊         | 2887/33666 [01:47<19:02, 26.95it/s, loss=3.8, v_num=0] 
    Epoch 2:   9%|▊         | 2888/33666 [01:47<19:01, 26.95it/s, loss=3.8, v_num=0]
    Epoch 2:   9%|▊         | 2888/33666 [01:47<19:01, 26.95it/s, loss=3.78, v_num=0]
    Epoch 2:   9%|▊         | 2889/33666 [01:47<19:01, 26.95it/s, loss=3.78, v_num=0]
    Epoch 2:   9%|▊         | 2889/33666 [01:47<19:01, 26.95it/s, loss=3.82, v_num=0]
    Epoch 2:   9%|▊         | 2890/33666 [01:47<19:01, 26.95it/s, loss=3.82, v_num=0]
    Epoch 2:   9%|▊         | 2890/33666 [01:47<19:01, 26.95it/s, loss=3.79, v_num=0]
    Epoch 2:   9%|▊         | 2891/33666 [01:47<19:01, 26.95it/s, loss=3.79, v_num=0]
    Epoch 2:   9%|▊         | 2891/33666 [01:47<19:01, 26.95it/s, loss=3.84, v_num=0]
    Epoch 2:   9%|▊         | 2892/33666 [01:47<19:01, 26.95it/s, loss=3.84, v_num=0]
    Epoch 2:   9%|▊         | 2892/33666 [01:47<19:01, 26.95it/s, loss=3.82, v_num=0]
    Epoch 2:   9%|▊         | 2893/33666 [01:47<19:01, 26.95it/s, loss=3.82, v_num=0]
    Epoch 2:   9%|▊         | 2893/33666 [01:47<19:01, 26.95it/s, loss=3.83, v_num=0]
    Epoch 2:   9%|▊         | 2894/33666 [01:47<19:01, 26.95it/s, loss=3.83, v_num=0]
    Epoch 2:   9%|▊         | 2894/33666 [01:47<19:01, 26.95it/s, loss=3.83, v_num=0]
    Epoch 2:   9%|▊         | 2895/33666 [01:47<19:01, 26.95it/s, loss=3.83, v_num=0]
    Epoch 2:   9%|▊         | 2895/33666 [01:47<19:01, 26.95it/s, loss=3.84, v_num=0]
    Epoch 2:   9%|▊         | 2896/33666 [01:47<19:01, 26.95it/s, loss=3.84, v_num=0]
    Epoch 2:   9%|▊         | 2896/33666 [01:47<19:01, 26.95it/s, loss=3.8, v_num=0] 
    Epoch 2:   9%|▊         | 2897/33666 [01:47<19:01, 26.95it/s, loss=3.8, v_num=0]
    Epoch 2:   9%|▊         | 2897/33666 [01:47<19:01, 26.95it/s, loss=3.82, v_num=0]
    Epoch 2:   9%|▊         | 2898/33666 [01:47<19:01, 26.95it/s, loss=3.82, v_num=0]
    Epoch 2:   9%|▊         | 2898/33666 [01:47<19:01, 26.95it/s, loss=3.79, v_num=0]
    Epoch 2:   9%|▊         | 2899/33666 [01:47<19:01, 26.96it/s, loss=3.79, v_num=0]
    Epoch 2:   9%|▊         | 2899/33666 [01:47<19:01, 26.96it/s, loss=3.83, v_num=0]
    Epoch 2:   9%|▊         | 2900/33666 [01:47<19:01, 26.95it/s, loss=3.83, v_num=0]
    Epoch 2:   9%|▊         | 2900/33666 [01:47<19:01, 26.95it/s, loss=3.82, v_num=0]
    Epoch 2:   9%|▊         | 2901/33666 [01:47<19:01, 26.95it/s, loss=3.82, v_num=0]
    Epoch 2:   9%|▊         | 2901/33666 [01:47<19:01, 26.95it/s, loss=3.87, v_num=0]
    Epoch 2:   9%|▊         | 2902/33666 [01:47<19:01, 26.95it/s, loss=3.87, v_num=0]
    Epoch 2:   9%|▊         | 2902/33666 [01:47<19:01, 26.95it/s, loss=3.95, v_num=0]
    Epoch 2:   9%|▊         | 2903/33666 [01:47<19:01, 26.95it/s, loss=3.95, v_num=0]
    Epoch 2:   9%|▊         | 2903/33666 [01:47<19:01, 26.95it/s, loss=3.99, v_num=0]
    Epoch 2:   9%|▊         | 2904/33666 [01:47<19:01, 26.95it/s, loss=3.99, v_num=0]
    Epoch 2:   9%|▊         | 2904/33666 [01:47<19:01, 26.95it/s, loss=3.98, v_num=0]
    Epoch 2:   9%|▊         | 2905/33666 [01:47<19:01, 26.95it/s, loss=3.98, v_num=0]
    Epoch 2:   9%|▊         | 2905/33666 [01:47<19:01, 26.95it/s, loss=3.9, v_num=0] 
    Epoch 2:   9%|▊         | 2906/33666 [01:47<19:01, 26.96it/s, loss=3.9, v_num=0]
    Epoch 2:   9%|▊         | 2906/33666 [01:47<19:01, 26.96it/s, loss=3.81, v_num=0]
    Epoch 2:   9%|▊         | 2907/33666 [01:47<19:01, 26.96it/s, loss=3.81, v_num=0]
    Epoch 2:   9%|▊         | 2907/33666 [01:47<19:01, 26.96it/s, loss=3.82, v_num=0]
    Epoch 2:   9%|▊         | 2908/33666 [01:47<19:01, 26.96it/s, loss=3.82, v_num=0]
    Epoch 2:   9%|▊         | 2908/33666 [01:47<19:01, 26.96it/s, loss=3.91, v_num=0]
    Epoch 2:   9%|▊         | 2909/33666 [01:47<19:00, 26.96it/s, loss=3.91, v_num=0]
    Epoch 2:   9%|▊         | 2909/33666 [01:47<19:00, 26.96it/s, loss=3.91, v_num=0]
    Epoch 2:   9%|▊         | 2910/33666 [01:47<19:00, 26.96it/s, loss=3.91, v_num=0]
    Epoch 2:   9%|▊         | 2910/33666 [01:47<19:00, 26.96it/s, loss=3.91, v_num=0]
    Epoch 2:   9%|▊         | 2911/33666 [01:47<19:00, 26.96it/s, loss=3.91, v_num=0]
    Epoch 2:   9%|▊         | 2911/33666 [01:47<19:00, 26.96it/s, loss=3.93, v_num=0]
    Epoch 2:   9%|▊         | 2912/33666 [01:48<19:00, 26.96it/s, loss=3.93, v_num=0]
    Epoch 2:   9%|▊         | 2912/33666 [01:48<19:00, 26.96it/s, loss=3.87, v_num=0]
    Epoch 2:   9%|▊         | 2913/33666 [01:48<19:00, 26.96it/s, loss=3.87, v_num=0]
    Epoch 2:   9%|▊         | 2913/33666 [01:48<19:00, 26.96it/s, loss=3.9, v_num=0] 
    Epoch 2:   9%|▊         | 2914/33666 [01:48<19:00, 26.96it/s, loss=3.9, v_num=0]
    Epoch 2:   9%|▊         | 2914/33666 [01:48<19:00, 26.96it/s, loss=3.95, v_num=0]
    Epoch 2:   9%|▊         | 2915/33666 [01:48<19:00, 26.96it/s, loss=3.95, v_num=0]
    Epoch 2:   9%|▊         | 2915/33666 [01:48<19:00, 26.96it/s, loss=3.93, v_num=0]
    Epoch 2:   9%|▊         | 2916/33666 [01:48<19:00, 26.96it/s, loss=3.93, v_num=0]
    Epoch 2:   9%|▊         | 2916/33666 [01:48<19:00, 26.96it/s, loss=3.93, v_num=0]
    Epoch 2:   9%|▊         | 2917/33666 [01:48<19:00, 26.96it/s, loss=3.93, v_num=0]
    Epoch 2:   9%|▊         | 2917/33666 [01:48<19:00, 26.96it/s, loss=3.93, v_num=0]
    Epoch 2:   9%|▊         | 2918/33666 [01:48<19:00, 26.96it/s, loss=3.93, v_num=0]
    Epoch 2:   9%|▊         | 2918/33666 [01:48<19:00, 26.96it/s, loss=3.96, v_num=0]
    Epoch 2:   9%|▊         | 2919/33666 [01:48<19:00, 26.96it/s, loss=3.96, v_num=0]
    Epoch 2:   9%|▊         | 2919/33666 [01:48<19:00, 26.96it/s, loss=4.03, v_num=0]
    Epoch 2:   9%|▊         | 2920/33666 [01:48<19:00, 26.96it/s, loss=4.03, v_num=0]
    Epoch 2:   9%|▊         | 2920/33666 [01:48<19:00, 26.96it/s, loss=4.02, v_num=0]
    Epoch 2:   9%|▊         | 2921/33666 [01:48<19:00, 26.96it/s, loss=4.02, v_num=0]
    Epoch 2:   9%|▊         | 2921/33666 [01:48<19:00, 26.96it/s, loss=4.09, v_num=0]
    Epoch 2:   9%|▊         | 2922/33666 [01:48<19:00, 26.96it/s, loss=4.09, v_num=0]
    Epoch 2:   9%|▊         | 2922/33666 [01:48<19:00, 26.96it/s, loss=4.02, v_num=0]
    Epoch 2:   9%|▊         | 2923/33666 [01:48<19:00, 26.96it/s, loss=4.02, v_num=0]
    Epoch 2:   9%|▊         | 2923/33666 [01:48<19:00, 26.96it/s, loss=4, v_num=0]   
    Epoch 2:   9%|▊         | 2924/33666 [01:48<19:00, 26.96it/s, loss=4, v_num=0]
    Epoch 2:   9%|▊         | 2924/33666 [01:48<19:00, 26.96it/s, loss=4.1, v_num=0]
    Epoch 2:   9%|▊         | 2925/33666 [01:48<19:00, 26.96it/s, loss=4.1, v_num=0]
    Epoch 2:   9%|▊         | 2925/33666 [01:48<19:00, 26.96it/s, loss=4.15, v_num=0]
    Epoch 2:   9%|▊         | 2926/33666 [01:48<19:00, 26.96it/s, loss=4.15, v_num=0]
    Epoch 2:   9%|▊         | 2926/33666 [01:48<19:00, 26.96it/s, loss=4.19, v_num=0]
    Epoch 2:   9%|▊         | 2927/33666 [01:48<19:00, 26.96it/s, loss=4.19, v_num=0]
    Epoch 2:   9%|▊         | 2927/33666 [01:48<19:00, 26.96it/s, loss=4.09, v_num=0]
    Epoch 2:   9%|▊         | 2928/33666 [01:48<19:00, 26.96it/s, loss=4.09, v_num=0]
    Epoch 2:   9%|▊         | 2928/33666 [01:48<19:00, 26.96it/s, loss=4, v_num=0]   
    Epoch 2:   9%|▊         | 2929/33666 [01:48<18:59, 26.96it/s, loss=4, v_num=0]
    Epoch 2:   9%|▊         | 2929/33666 [01:48<18:59, 26.96it/s, loss=3.98, v_num=0]
    Epoch 2:   9%|▊         | 2930/33666 [01:48<18:59, 26.96it/s, loss=3.98, v_num=0]
    Epoch 2:   9%|▊         | 2930/33666 [01:48<18:59, 26.96it/s, loss=3.92, v_num=0]
    Epoch 2:   9%|▊         | 2931/33666 [01:48<18:59, 26.96it/s, loss=3.92, v_num=0]
    Epoch 2:   9%|▊         | 2931/33666 [01:48<18:59, 26.96it/s, loss=3.89, v_num=0]
    Epoch 2:   9%|▊         | 2932/33666 [01:48<18:59, 26.96it/s, loss=3.89, v_num=0]
    Epoch 2:   9%|▊         | 2932/33666 [01:48<18:59, 26.96it/s, loss=3.94, v_num=0]
    Epoch 2:   9%|▊         | 2933/33666 [01:48<18:59, 26.96it/s, loss=3.94, v_num=0]
    Epoch 2:   9%|▊         | 2933/33666 [01:48<18:59, 26.96it/s, loss=3.87, v_num=0]
    Epoch 2:   9%|▊         | 2934/33666 [01:48<18:59, 26.96it/s, loss=3.87, v_num=0]
    Epoch 2:   9%|▊         | 2934/33666 [01:48<18:59, 26.96it/s, loss=3.79, v_num=0]
    Epoch 2:   9%|▊         | 2935/33666 [01:48<18:59, 26.96it/s, loss=3.79, v_num=0]
    Epoch 2:   9%|▊         | 2935/33666 [01:48<18:59, 26.96it/s, loss=3.85, v_num=0]
    Epoch 2:   9%|▊         | 2936/33666 [01:48<18:59, 26.96it/s, loss=3.85, v_num=0]
    Epoch 2:   9%|▊         | 2936/33666 [01:48<18:59, 26.96it/s, loss=3.91, v_num=0]
    Epoch 2:   9%|▊         | 2937/33666 [01:48<18:59, 26.96it/s, loss=3.91, v_num=0]
    Epoch 2:   9%|▊         | 2937/33666 [01:48<18:59, 26.96it/s, loss=3.9, v_num=0] 
    Epoch 2:   9%|▊         | 2938/33666 [01:48<18:59, 26.96it/s, loss=3.9, v_num=0]
    Epoch 2:   9%|▊         | 2938/33666 [01:48<18:59, 26.96it/s, loss=3.84, v_num=0]
    Epoch 2:   9%|▊         | 2939/33666 [01:48<18:59, 26.96it/s, loss=3.84, v_num=0]
    Epoch 2:   9%|▊         | 2939/33666 [01:48<18:59, 26.96it/s, loss=3.73, v_num=0]
    Epoch 2:   9%|▊         | 2940/33666 [01:49<18:59, 26.96it/s, loss=3.73, v_num=0]
    Epoch 2:   9%|▊         | 2940/33666 [01:49<18:59, 26.96it/s, loss=3.7, v_num=0] 
    Epoch 2:   9%|▊         | 2941/33666 [01:49<18:59, 26.96it/s, loss=3.7, v_num=0]
    Epoch 2:   9%|▊         | 2941/33666 [01:49<18:59, 26.96it/s, loss=3.61, v_num=0]
    Epoch 2:   9%|▊         | 2942/33666 [01:49<18:59, 26.97it/s, loss=3.61, v_num=0]
    Epoch 2:   9%|▊         | 2942/33666 [01:49<18:59, 26.97it/s, loss=3.56, v_num=0]
    Epoch 2:   9%|▊         | 2943/33666 [01:49<18:59, 26.97it/s, loss=3.56, v_num=0]
    Epoch 2:   9%|▊         | 2943/33666 [01:49<18:59, 26.97it/s, loss=3.61, v_num=0]
    Epoch 2:   9%|▊         | 2944/33666 [01:49<18:59, 26.97it/s, loss=3.61, v_num=0]
    Epoch 2:   9%|▊         | 2944/33666 [01:49<18:59, 26.97it/s, loss=3.53, v_num=0]
    Epoch 2:   9%|▊         | 2945/33666 [01:49<18:59, 26.97it/s, loss=3.53, v_num=0]
    Epoch 2:   9%|▊         | 2945/33666 [01:49<18:59, 26.97it/s, loss=3.5, v_num=0] 
    Epoch 2:   9%|▉         | 2946/33666 [01:49<18:59, 26.97it/s, loss=3.5, v_num=0]
    Epoch 2:   9%|▉         | 2946/33666 [01:49<18:59, 26.97it/s, loss=3.47, v_num=0]
    Epoch 2:   9%|▉         | 2947/33666 [01:49<18:59, 26.97it/s, loss=3.47, v_num=0]
    Epoch 2:   9%|▉         | 2947/33666 [01:49<18:59, 26.97it/s, loss=3.51, v_num=0]
    Epoch 2:   9%|▉         | 2948/33666 [01:49<18:59, 26.97it/s, loss=3.51, v_num=0]
    Epoch 2:   9%|▉         | 2948/33666 [01:49<18:59, 26.97it/s, loss=3.53, v_num=0]
    Epoch 2:   9%|▉         | 2949/33666 [01:49<18:59, 26.97it/s, loss=3.53, v_num=0]
    Epoch 2:   9%|▉         | 2949/33666 [01:49<18:59, 26.97it/s, loss=3.53, v_num=0]
    Epoch 2:   9%|▉         | 2950/33666 [01:49<18:58, 26.97it/s, loss=3.53, v_num=0]
    Epoch 2:   9%|▉         | 2950/33666 [01:49<18:58, 26.97it/s, loss=3.57, v_num=0]
    Epoch 2:   9%|▉         | 2951/33666 [01:49<18:58, 26.97it/s, loss=3.57, v_num=0]
    Epoch 2:   9%|▉         | 2951/33666 [01:49<18:58, 26.97it/s, loss=3.59, v_num=0]
    Epoch 2:   9%|▉         | 2952/33666 [01:49<18:58, 26.97it/s, loss=3.59, v_num=0]
    Epoch 2:   9%|▉         | 2952/33666 [01:49<18:58, 26.97it/s, loss=3.57, v_num=0]
    Epoch 2:   9%|▉         | 2953/33666 [01:49<18:58, 26.97it/s, loss=3.57, v_num=0]
    Epoch 2:   9%|▉         | 2953/33666 [01:49<18:58, 26.97it/s, loss=3.58, v_num=0]
    Epoch 2:   9%|▉         | 2954/33666 [01:49<18:58, 26.97it/s, loss=3.58, v_num=0]
    Epoch 2:   9%|▉         | 2954/33666 [01:49<18:58, 26.97it/s, loss=3.64, v_num=0]
    Epoch 2:   9%|▉         | 2955/33666 [01:49<18:58, 26.97it/s, loss=3.64, v_num=0]
    Epoch 2:   9%|▉         | 2955/33666 [01:49<18:58, 26.97it/s, loss=3.58, v_num=0]
    Epoch 2:   9%|▉         | 2956/33666 [01:49<18:58, 26.97it/s, loss=3.58, v_num=0]
    Epoch 2:   9%|▉         | 2956/33666 [01:49<18:58, 26.97it/s, loss=3.45, v_num=0]
    Epoch 2:   9%|▉         | 2957/33666 [01:49<18:58, 26.97it/s, loss=3.45, v_num=0]
    Epoch 2:   9%|▉         | 2957/33666 [01:49<18:58, 26.97it/s, loss=3.54, v_num=0]
    Epoch 2:   9%|▉         | 2958/33666 [01:49<18:58, 26.97it/s, loss=3.54, v_num=0]
    Epoch 2:   9%|▉         | 2958/33666 [01:49<18:58, 26.97it/s, loss=3.61, v_num=0]
    Epoch 2:   9%|▉         | 2959/33666 [01:49<18:58, 26.97it/s, loss=3.61, v_num=0]
    Epoch 2:   9%|▉         | 2959/33666 [01:49<18:58, 26.97it/s, loss=3.55, v_num=0]
    Epoch 2:   9%|▉         | 2960/33666 [01:49<18:58, 26.97it/s, loss=3.55, v_num=0]
    Epoch 2:   9%|▉         | 2960/33666 [01:49<18:58, 26.97it/s, loss=3.57, v_num=0]
    Epoch 2:   9%|▉         | 2961/33666 [01:49<18:58, 26.97it/s, loss=3.57, v_num=0]
    Epoch 2:   9%|▉         | 2961/33666 [01:49<18:58, 26.97it/s, loss=3.56, v_num=0]
    Epoch 2:   9%|▉         | 2962/33666 [01:49<18:58, 26.97it/s, loss=3.56, v_num=0]
    Epoch 2:   9%|▉         | 2962/33666 [01:49<18:58, 26.97it/s, loss=3.64, v_num=0]
    Epoch 2:   9%|▉         | 2963/33666 [01:49<18:58, 26.97it/s, loss=3.64, v_num=0]
    Epoch 2:   9%|▉         | 2963/33666 [01:49<18:58, 26.97it/s, loss=3.62, v_num=0]
    Epoch 2:   9%|▉         | 2964/33666 [01:49<18:58, 26.97it/s, loss=3.62, v_num=0]
    Epoch 2:   9%|▉         | 2964/33666 [01:49<18:58, 26.97it/s, loss=3.69, v_num=0]
    Epoch 2:   9%|▉         | 2965/33666 [01:49<18:58, 26.97it/s, loss=3.69, v_num=0]
    Epoch 2:   9%|▉         | 2965/33666 [01:49<18:58, 26.97it/s, loss=3.67, v_num=0]
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    Epoch 2:   9%|▉         | 3009/33666 [01:51<18:56, 26.98it/s, loss=3.71, v_num=0]
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    Epoch 2:   9%|▉         | 3076/33666 [01:54<18:53, 26.98it/s, loss=3.47, v_num=0]
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    Epoch 2:   9%|▉         | 3080/33666 [01:54<18:53, 26.98it/s, loss=3.56, v_num=0]
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    Epoch 2:   9%|▉         | 3087/33666 [01:54<18:53, 26.97it/s, loss=3.67, v_num=0]
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    Epoch 2:   9%|▉         | 3092/33666 [01:54<18:53, 26.97it/s, loss=3.74, v_num=0]
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    Epoch 2:   9%|▉         | 3093/33666 [01:54<18:53, 26.97it/s, loss=3.73, v_num=0]
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    Epoch 2:   9%|▉         | 3094/33666 [01:54<18:53, 26.97it/s, loss=3.71, v_num=0]
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    Epoch 2:   9%|▉         | 3095/33666 [01:54<18:53, 26.96it/s, loss=3.68, v_num=0]
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    Epoch 2:   9%|▉         | 3096/33666 [01:54<18:53, 26.96it/s, loss=3.67, v_num=0]
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    Epoch 2:   9%|▉         | 3097/33666 [01:54<18:53, 26.96it/s, loss=3.66, v_num=0]
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    Epoch 2:   9%|▉         | 3098/33666 [01:54<18:53, 26.96it/s, loss=3.55, v_num=0]
    Epoch 2:   9%|▉         | 3099/33666 [01:54<18:53, 26.96it/s, loss=3.55, v_num=0]
    Epoch 2:   9%|▉         | 3099/33666 [01:54<18:53, 26.96it/s, loss=3.54, v_num=0]
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    Epoch 2:   9%|▉         | 3101/33666 [01:55<18:53, 26.96it/s, loss=3.53, v_num=0]
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    Epoch 2:  18%|█▊        | 5893/33666 [03:39<17:14, 26.85it/s, loss=3.74, v_num=0]
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    Epoch 2:  18%|█▊        | 5895/33666 [03:39<17:14, 26.85it/s, loss=3.65, v_num=0]
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    Epoch 2:  18%|█▊        | 5896/33666 [03:39<17:14, 26.85it/s, loss=3.71, v_num=0]
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    Epoch 2:  18%|█▊        | 5897/33666 [03:39<17:14, 26.85it/s, loss=3.67, v_num=0]
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    Epoch 2:  18%|█▊        | 5899/33666 [03:39<17:14, 26.85it/s, loss=3.54, v_num=0]
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    Epoch 2:  18%|█▊        | 5902/33666 [03:39<17:14, 26.85it/s, loss=3.54, v_num=0]
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    Epoch 2:  18%|█▊        | 5904/33666 [03:39<17:14, 26.85it/s, loss=3.61, v_num=0]
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    Epoch 2:  18%|█▊        | 5906/33666 [03:39<17:14, 26.85it/s, loss=3.62, v_num=0]
    Epoch 2:  18%|█▊        | 5906/33666 [03:39<17:14, 26.85it/s, loss=3.6, v_num=0] 
    Epoch 2:  18%|█▊        | 5907/33666 [03:40<17:14, 26.85it/s, loss=3.6, v_num=0]
    Epoch 2:  18%|█▊        | 5907/33666 [03:40<17:14, 26.85it/s, loss=3.72, v_num=0]
    Epoch 2:  18%|█▊        | 5908/33666 [03:40<17:13, 26.85it/s, loss=3.72, v_num=0]
    Epoch 2:  18%|█▊        | 5908/33666 [03:40<17:13, 26.85it/s, loss=3.63, v_num=0]
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    Epoch 2:  18%|█▊        | 5910/33666 [03:40<17:13, 26.85it/s, loss=3.7, v_num=0]
    Epoch 2:  18%|█▊        | 5910/33666 [03:40<17:13, 26.85it/s, loss=3.64, v_num=0]
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    Epoch 2:  18%|█▊        | 5911/33666 [03:40<17:13, 26.85it/s, loss=3.56, v_num=0]
    Epoch 2:  18%|█▊        | 5912/33666 [03:40<17:13, 26.85it/s, loss=3.56, v_num=0]
    Epoch 2:  18%|█▊        | 5912/33666 [03:40<17:13, 26.85it/s, loss=3.57, v_num=0]
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    Epoch 2:  18%|█▊        | 5913/33666 [03:40<17:13, 26.85it/s, loss=3.6, v_num=0] 
    Epoch 2:  18%|█▊        | 5914/33666 [03:40<17:13, 26.85it/s, loss=3.6, v_num=0]
    Epoch 2:  18%|█▊        | 5914/33666 [03:40<17:13, 26.85it/s, loss=3.56, v_num=0]
    Epoch 2:  18%|█▊        | 5915/33666 [03:40<17:13, 26.85it/s, loss=3.56, v_num=0]
    Epoch 2:  18%|█▊        | 5915/33666 [03:40<17:13, 26.85it/s, loss=3.55, v_num=0]
    Epoch 2:  18%|█▊        | 5916/33666 [03:40<17:13, 26.85it/s, loss=3.55, v_num=0]
    Epoch 2:  18%|█▊        | 5916/33666 [03:40<17:13, 26.85it/s, loss=3.47, v_num=0]
    Epoch 2:  18%|█▊        | 5917/33666 [03:40<17:13, 26.85it/s, loss=3.47, v_num=0]
    Epoch 2:  18%|█▊        | 5917/33666 [03:40<17:13, 26.85it/s, loss=3.56, v_num=0]
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    Epoch 2:  18%|█▊        | 5918/33666 [03:40<17:13, 26.85it/s, loss=3.59, v_num=0]
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    Epoch 2:  18%|█▊        | 5919/33666 [03:40<17:13, 26.85it/s, loss=3.69, v_num=0]
    Epoch 2:  18%|█▊        | 5920/33666 [03:40<17:13, 26.85it/s, loss=3.69, v_num=0]
    Epoch 2:  18%|█▊        | 5920/33666 [03:40<17:13, 26.85it/s, loss=3.66, v_num=0]
    Epoch 2:  18%|█▊        | 5921/33666 [03:40<17:13, 26.85it/s, loss=3.66, v_num=0]
    Epoch 2:  18%|█▊        | 5921/33666 [03:40<17:13, 26.85it/s, loss=3.59, v_num=0]
    Epoch 2:  18%|█▊        | 5922/33666 [03:40<17:13, 26.85it/s, loss=3.59, v_num=0]
    Epoch 2:  18%|█▊        | 5922/33666 [03:40<17:13, 26.85it/s, loss=3.62, v_num=0]
    Epoch 2:  18%|█▊        | 5923/33666 [03:40<17:13, 26.85it/s, loss=3.62, v_num=0]
    Epoch 2:  18%|█▊        | 5923/33666 [03:40<17:13, 26.85it/s, loss=3.59, v_num=0]
    Epoch 2:  18%|█▊        | 5924/33666 [03:40<17:13, 26.85it/s, loss=3.59, v_num=0]
    Epoch 2:  18%|█▊        | 5924/33666 [03:40<17:13, 26.85it/s, loss=3.52, v_num=0]
    Epoch 2:  18%|█▊        | 5925/33666 [03:40<17:13, 26.85it/s, loss=3.52, v_num=0]
    Epoch 2:  18%|█▊        | 5925/33666 [03:40<17:13, 26.85it/s, loss=3.57, v_num=0]
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    Epoch 2:  18%|█▊        | 5926/33666 [03:40<17:13, 26.85it/s, loss=3.69, v_num=0]
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    Epoch 2:  18%|█▊        | 5927/33666 [03:40<17:13, 26.85it/s, loss=3.64, v_num=0]
    Epoch 2:  18%|█▊        | 5928/33666 [03:40<17:13, 26.85it/s, loss=3.64, v_num=0]
    Epoch 2:  18%|█▊        | 5928/33666 [03:40<17:13, 26.85it/s, loss=3.66, v_num=0]
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    Epoch 2:  18%|█▊        | 5929/33666 [03:40<17:13, 26.85it/s, loss=3.54, v_num=0]
    Epoch 2:  18%|█▊        | 5930/33666 [03:40<17:13, 26.85it/s, loss=3.54, v_num=0]
    Epoch 2:  18%|█▊        | 5930/33666 [03:40<17:13, 26.85it/s, loss=3.58, v_num=0]
    Epoch 2:  18%|█▊        | 5931/33666 [03:40<17:13, 26.85it/s, loss=3.58, v_num=0]
    Epoch 2:  18%|█▊        | 5931/33666 [03:40<17:13, 26.85it/s, loss=3.66, v_num=0]
    Epoch 2:  18%|█▊        | 5932/33666 [03:40<17:12, 26.85it/s, loss=3.66, v_num=0]
    Epoch 2:  18%|█▊        | 5932/33666 [03:40<17:12, 26.85it/s, loss=3.68, v_num=0]
    Epoch 2:  18%|█▊        | 5933/33666 [03:40<17:12, 26.85it/s, loss=3.68, v_num=0]
    Epoch 2:  18%|█▊        | 5933/33666 [03:40<17:12, 26.85it/s, loss=3.7, v_num=0] 
    Epoch 2:  18%|█▊        | 5934/33666 [03:41<17:12, 26.85it/s, loss=3.7, v_num=0]
    Epoch 2:  18%|█▊        | 5934/33666 [03:41<17:12, 26.85it/s, loss=3.73, v_num=0]
    Epoch 2:  18%|█▊        | 5935/33666 [03:41<17:12, 26.85it/s, loss=3.73, v_num=0]
    Epoch 2:  18%|█▊        | 5935/33666 [03:41<17:12, 26.85it/s, loss=3.64, v_num=0]
    Epoch 2:  18%|█▊        | 5936/33666 [03:41<17:12, 26.85it/s, loss=3.64, v_num=0]
    Epoch 2:  18%|█▊        | 5936/33666 [03:41<17:12, 26.85it/s, loss=3.65, v_num=0]
    Epoch 2:  18%|█▊        | 5937/33666 [03:41<17:12, 26.85it/s, loss=3.65, v_num=0]
    Epoch 2:  18%|█▊        | 5937/33666 [03:41<17:12, 26.85it/s, loss=3.59, v_num=0]
    Epoch 2:  18%|█▊        | 5938/33666 [03:41<17:12, 26.85it/s, loss=3.59, v_num=0]
    Epoch 2:  18%|█▊        | 5938/33666 [03:41<17:12, 26.85it/s, loss=3.61, v_num=0]
    Epoch 2:  18%|█▊        | 5939/33666 [03:41<17:12, 26.85it/s, loss=3.61, v_num=0]
    Epoch 2:  18%|█▊        | 5939/33666 [03:41<17:12, 26.85it/s, loss=3.57, v_num=0]
    Epoch 2:  18%|█▊        | 5940/33666 [03:41<17:12, 26.85it/s, loss=3.57, v_num=0]
    Epoch 2:  18%|█▊        | 5940/33666 [03:41<17:12, 26.85it/s, loss=3.61, v_num=0]
    Epoch 2:  18%|█▊        | 5941/33666 [03:41<17:12, 26.85it/s, loss=3.61, v_num=0]
    Epoch 2:  18%|█▊        | 5941/33666 [03:41<17:12, 26.85it/s, loss=3.56, v_num=0]
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    Epoch 2:  18%|█▊        | 5942/33666 [03:41<17:12, 26.85it/s, loss=3.54, v_num=0]
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    Epoch 2:  18%|█▊        | 5943/33666 [03:41<17:12, 26.85it/s, loss=3.59, v_num=0]
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    Epoch 2:  18%|█▊        | 5944/33666 [03:41<17:12, 26.85it/s, loss=3.65, v_num=0]
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    Epoch 2:  18%|█▊        | 5946/33666 [03:41<17:12, 26.84it/s, loss=3.67, v_num=0]
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    Epoch 2:  18%|█▊        | 5947/33666 [03:41<17:12, 26.84it/s, loss=3.68, v_num=0]
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    Epoch 2:  18%|█▊        | 6104/33666 [03:47<17:06, 26.85it/s, loss=3.42, v_num=0]
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    Epoch 2:  57%|█████▋    | 19082/33666 [11:50<09:02, 26.86it/s, loss=3.3, v_num=0]
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    Epoch 2:  57%|█████▋    | 19091/33666 [11:50<09:02, 26.86it/s, loss=3.41, v_num=0]
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    Epoch 2:  57%|█████▋    | 19092/33666 [11:50<09:02, 26.86it/s, loss=3.34, v_num=0]
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    Epoch 2:  57%|█████▋    | 19094/33666 [11:50<09:02, 26.86it/s, loss=3.39, v_num=0]
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    Epoch 2:  58%|█████▊    | 19392/33666 [12:01<08:51, 26.86it/s, loss=3.53, v_num=0]
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    Epoch 2:  58%|█████▊    | 19402/33666 [12:02<08:51, 26.86it/s, loss=3.61, v_num=0]
    Epoch 2:  58%|█████▊    | 19402/33666 [12:02<08:51, 26.86it/s, loss=3.61, v_num=0]
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    Epoch 2:  58%|█████▊    | 19404/33666 [12:02<08:50, 26.86it/s, loss=3.61, v_num=0]
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    Epoch 2:  58%|█████▊    | 19408/33666 [12:02<08:50, 26.86it/s, loss=3.88, v_num=0]
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    Epoch 2:  58%|█████▊    | 19409/33666 [12:02<08:50, 26.86it/s, loss=3.78, v_num=0]
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    Epoch 2:  58%|█████▊    | 19410/33666 [12:02<08:50, 26.86it/s, loss=3.69, v_num=0]
    Epoch 2:  58%|█████▊    | 19411/33666 [12:02<08:50, 26.86it/s, loss=3.69, v_num=0]
    Epoch 2:  58%|█████▊    | 19411/33666 [12:02<08:50, 26.86it/s, loss=3.62, v_num=0]
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    Epoch 2:  58%|█████▊    | 19412/33666 [12:02<08:50, 26.86it/s, loss=3.57, v_num=0]
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    Epoch 2:  58%|█████▊    | 19414/33666 [12:02<08:50, 26.86it/s, loss=3.6, v_num=0] 
    Epoch 2:  58%|█████▊    | 19415/33666 [12:02<08:50, 26.86it/s, loss=3.6, v_num=0]
    Epoch 2:  58%|█████▊    | 19415/33666 [12:02<08:50, 26.86it/s, loss=3.53, v_num=0]
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    Epoch 2:  58%|█████▊    | 19417/33666 [12:02<08:50, 26.86it/s, loss=3.37, v_num=0]
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    Epoch 2:  58%|█████▊    | 19418/33666 [12:02<08:50, 26.86it/s, loss=3.38, v_num=0]
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    Epoch 2:  58%|█████▊    | 19420/33666 [12:03<08:50, 26.86it/s, loss=3.38, v_num=0]
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    Epoch 2:  58%|█████▊    | 19421/33666 [12:03<08:50, 26.86it/s, loss=3.5, v_num=0] 
    Epoch 2:  58%|█████▊    | 19422/33666 [12:03<08:50, 26.86it/s, loss=3.5, v_num=0]
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    Epoch 2:  58%|█████▊    | 19423/33666 [12:03<08:50, 26.86it/s, loss=3.47, v_num=0]
    Epoch 2:  58%|█████▊    | 19424/33666 [12:03<08:50, 26.86it/s, loss=3.47, v_num=0]
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    Epoch 2:  58%|█████▊    | 19425/33666 [12:03<08:50, 26.86it/s, loss=3.38, v_num=0]
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    Epoch 2:  58%|█████▊    | 19426/33666 [12:03<08:50, 26.86it/s, loss=3.39, v_num=0]
    Epoch 2:  58%|█████▊    | 19427/33666 [12:03<08:50, 26.86it/s, loss=3.39, v_num=0]
    Epoch 2:  58%|█████▊    | 19427/33666 [12:03<08:50, 26.86it/s, loss=3.35, v_num=0]
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    Epoch 2:  58%|█████▊    | 19441/33666 [12:03<08:49, 26.86it/s, loss=3.8, v_num=0]
    Epoch 2:  58%|█████▊    | 19441/33666 [12:03<08:49, 26.86it/s, loss=3.71, v_num=0]
    Epoch 2:  58%|█████▊    | 19442/33666 [12:03<08:49, 26.86it/s, loss=3.71, v_num=0]
    Epoch 2:  58%|█████▊    | 19442/33666 [12:03<08:49, 26.86it/s, loss=3.71, v_num=0]
    Epoch 2:  58%|█████▊    | 19443/33666 [12:03<08:49, 26.86it/s, loss=3.71, v_num=0]
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    Epoch 2:  59%|█████▉    | 19802/33666 [12:17<08:36, 26.86it/s, loss=3.6, v_num=0]
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    Epoch 2:  59%|█████▉    | 19806/33666 [12:17<08:36, 26.86it/s, loss=3.61, v_num=0]
    Epoch 2:  59%|█████▉    | 19806/33666 [12:17<08:36, 26.86it/s, loss=3.56, v_num=0]
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    Epoch 2:  59%|█████▉    | 19809/33666 [12:17<08:35, 26.86it/s, loss=3.5, v_num=0]
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    Epoch 2:  59%|█████▉    | 19813/33666 [12:17<08:35, 26.86it/s, loss=3.48, v_num=0]
    Epoch 2:  59%|█████▉    | 19814/33666 [12:17<08:35, 26.86it/s, loss=3.48, v_num=0]
    Epoch 2:  59%|█████▉    | 19814/33666 [12:17<08:35, 26.86it/s, loss=3.36, v_num=0]
    Epoch 2:  59%|█████▉    | 19815/33666 [12:17<08:35, 26.86it/s, loss=3.36, v_num=0]
    Epoch 2:  59%|█████▉    | 19815/33666 [12:17<08:35, 26.86it/s, loss=3.34, v_num=0]
    Epoch 2:  59%|█████▉    | 19816/33666 [12:17<08:35, 26.86it/s, loss=3.34, v_num=0]
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    Epoch 2:  59%|█████▉    | 19818/33666 [12:17<08:35, 26.86it/s, loss=3.38, v_num=0]
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    Epoch 2:  59%|█████▉    | 19822/33666 [12:18<08:35, 26.86it/s, loss=3.15, v_num=0]
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    Epoch 2:  59%|█████▉    | 19826/33666 [12:18<08:35, 26.86it/s, loss=3.3, v_num=0] 
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    Epoch 2:  59%|█████▉    | 19835/33666 [12:18<08:35, 26.85it/s, loss=3.7, v_num=0]
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    Epoch 2:  59%|█████▉    | 19892/33666 [12:20<08:33, 26.85it/s, loss=3.65, v_num=0]
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    Epoch 2:  59%|█████▉    | 19965/33666 [12:23<08:30, 26.85it/s, loss=3.6, v_num=0]
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    Epoch 2:  59%|█████▉    | 19991/33666 [12:24<08:29, 26.85it/s, loss=3.22, v_num=0]
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    Epoch 2:  59%|█████▉    | 19992/33666 [12:24<08:29, 26.85it/s, loss=3.26, v_num=0]
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    Epoch 2:  59%|█████▉    | 19993/33666 [12:24<08:29, 26.85it/s, loss=3.28, v_num=0]
    Epoch 2:  59%|█████▉    | 19993/33666 [12:24<08:29, 26.85it/s, loss=3.29, v_num=0]
    Epoch 2:  59%|█████▉    | 19994/33666 [12:24<08:29, 26.85it/s, loss=3.29, v_num=0]
    Epoch 2:  59%|█████▉    | 19994/33666 [12:24<08:29, 26.85it/s, loss=3.41, v_num=0]
    Epoch 2:  59%|█████▉    | 19995/33666 [12:24<08:29, 26.85it/s, loss=3.41, v_num=0]
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    Epoch 2:  64%|██████▍   | 21486/33666 [13:18<07:32, 26.90it/s, loss=3.28, v_num=0]
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    Epoch 2:  64%|██████▍   | 21492/33666 [13:18<07:32, 26.90it/s, loss=3.3, v_num=0] 
    Epoch 2:  64%|██████▍   | 21493/33666 [13:18<07:32, 26.91it/s, loss=3.3, v_num=0]
    Epoch 2:  64%|██████▍   | 21493/33666 [13:18<07:32, 26.91it/s, loss=3.18, v_num=0]
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    Epoch 2:  64%|██████▍   | 21494/33666 [13:18<07:32, 26.91it/s, loss=3.04, v_num=0]
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    Epoch 2:  64%|██████▍   | 21495/33666 [13:18<07:32, 26.91it/s, loss=3.04, v_num=0]
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    Epoch 2:  64%|██████▍   | 21497/33666 [13:18<07:32, 26.91it/s, loss=3.14, v_num=0]
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    Epoch 2:  64%|██████▍   | 21498/33666 [13:19<07:32, 26.91it/s, loss=3.1, v_num=0] 
    Epoch 2:  64%|██████▍   | 21499/33666 [13:19<07:32, 26.91it/s, loss=3.1, v_num=0]
    Epoch 2:  64%|██████▍   | 21499/33666 [13:19<07:32, 26.91it/s, loss=3.07, v_num=0]
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    Epoch 2:  64%|██████▍   | 21501/33666 [13:19<07:32, 26.91it/s, loss=3.04, v_num=0]
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    Epoch 2:  64%|██████▍   | 21502/33666 [13:19<07:32, 26.91it/s, loss=3.1, v_num=0] 
    Epoch 2:  64%|██████▍   | 21503/33666 [13:19<07:32, 26.91it/s, loss=3.1, v_num=0]
    Epoch 2:  64%|██████▍   | 21503/33666 [13:19<07:32, 26.91it/s, loss=3.17, v_num=0]
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    Epoch 2:  71%|███████▏  | 24055/33666 [14:52<05:56, 26.94it/s, loss=3.28, v_num=0]
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    Epoch 2:  71%|███████▏  | 24056/33666 [14:52<05:56, 26.94it/s, loss=3.33, v_num=0]
    Epoch 2:  71%|███████▏  | 24057/33666 [14:52<05:56, 26.94it/s, loss=3.33, v_num=0]
    Epoch 2:  71%|███████▏  | 24057/33666 [14:52<05:56, 26.94it/s, loss=3.33, v_num=0]
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    Epoch 2:  71%|███████▏  | 24058/33666 [14:52<05:56, 26.94it/s, loss=3.25, v_num=0]
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    Epoch 2:  71%|███████▏  | 24059/33666 [14:52<05:56, 26.94it/s, loss=3.2, v_num=0] 
    Epoch 2:  71%|███████▏  | 24060/33666 [14:52<05:56, 26.94it/s, loss=3.2, v_num=0]
    Epoch 2:  71%|███████▏  | 24060/33666 [14:52<05:56, 26.94it/s, loss=3.1, v_num=0]
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    Epoch 2:  71%|███████▏  | 24061/33666 [14:53<05:56, 26.94it/s, loss=3.09, v_num=0]
    Epoch 2:  71%|███████▏  | 24062/33666 [14:53<05:56, 26.94it/s, loss=3.09, v_num=0]
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    Epoch 2:  71%|███████▏  | 24063/33666 [14:53<05:56, 26.94it/s, loss=3.17, v_num=0]
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    Epoch 2:  71%|███████▏  | 24064/33666 [14:53<05:56, 26.94it/s, loss=3.16, v_num=0]
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    Epoch 2:  71%|███████▏  | 24065/33666 [14:53<05:56, 26.94it/s, loss=3.17, v_num=0]
    Epoch 2:  71%|███████▏  | 24066/33666 [14:53<05:56, 26.94it/s, loss=3.17, v_num=0]
    Epoch 2:  71%|███████▏  | 24066/33666 [14:53<05:56, 26.94it/s, loss=3.09, v_num=0]
    Epoch 2:  71%|███████▏  | 24067/33666 [14:53<05:56, 26.94it/s, loss=3.09, v_num=0]
    Epoch 2:  71%|███████▏  | 24067/33666 [14:53<05:56, 26.94it/s, loss=3.13, v_num=0]
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    Epoch 2:  71%|███████▏  | 24068/33666 [14:53<05:56, 26.94it/s, loss=3.26, v_num=0]
    Epoch 2:  71%|███████▏  | 24069/33666 [14:53<05:56, 26.94it/s, loss=3.26, v_num=0]
    Epoch 2:  71%|███████▏  | 24069/33666 [14:53<05:56, 26.94it/s, loss=3.28, v_num=0]
    Epoch 2:  71%|███████▏  | 24070/33666 [14:53<05:56, 26.94it/s, loss=3.28, v_num=0]
    Epoch 2:  71%|███████▏  | 24070/33666 [14:53<05:56, 26.94it/s, loss=3.34, v_num=0]
    Epoch 2:  71%|███████▏  | 24071/33666 [14:53<05:56, 26.94it/s, loss=3.34, v_num=0]
    Epoch 2:  71%|███████▏  | 24071/33666 [14:53<05:56, 26.94it/s, loss=3.34, v_num=0]
    Epoch 2:  72%|███████▏  | 24072/33666 [14:53<05:56, 26.94it/s, loss=3.34, v_num=0]
    Epoch 2:  72%|███████▏  | 24072/33666 [14:53<05:56, 26.94it/s, loss=3.38, v_num=0]
    Epoch 2:  72%|███████▏  | 24073/33666 [14:53<05:56, 26.94it/s, loss=3.38, v_num=0]
    Epoch 2:  72%|███████▏  | 24073/33666 [14:53<05:56, 26.94it/s, loss=3.42, v_num=0]
    Epoch 2:  72%|███████▏  | 24074/33666 [14:53<05:56, 26.94it/s, loss=3.42, v_num=0]
    Epoch 2:  72%|███████▏  | 24074/33666 [14:53<05:56, 26.94it/s, loss=3.45, v_num=0]
    Epoch 2:  72%|███████▏  | 24075/33666 [14:53<05:55, 26.94it/s, loss=3.45, v_num=0]
    Epoch 2:  72%|███████▏  | 24075/33666 [14:53<05:55, 26.94it/s, loss=3.44, v_num=0]
    Epoch 2:  72%|███████▏  | 24076/33666 [14:53<05:55, 26.94it/s, loss=3.44, v_num=0]
    Epoch 2:  72%|███████▏  | 24076/33666 [14:53<05:55, 26.94it/s, loss=3.43, v_num=0]
    Epoch 2:  72%|███████▏  | 24077/33666 [14:53<05:55, 26.94it/s, loss=3.43, v_num=0]
    Epoch 2:  72%|███████▏  | 24077/33666 [14:53<05:55, 26.94it/s, loss=3.37, v_num=0]
    Epoch 2:  72%|███████▏  | 24078/33666 [14:53<05:55, 26.94it/s, loss=3.37, v_num=0]
    Epoch 2:  72%|███████▏  | 24078/33666 [14:53<05:55, 26.94it/s, loss=3.31, v_num=0]
    Epoch 2:  72%|███████▏  | 24079/33666 [14:53<05:55, 26.94it/s, loss=3.31, v_num=0]
    Epoch 2:  72%|███████▏  | 24079/33666 [14:53<05:55, 26.94it/s, loss=3.29, v_num=0]
    Epoch 2:  72%|███████▏  | 24080/33666 [14:53<05:55, 26.94it/s, loss=3.29, v_num=0]
    Epoch 2:  72%|███████▏  | 24080/33666 [14:53<05:55, 26.94it/s, loss=3.35, v_num=0]
    Epoch 2:  72%|███████▏  | 24081/33666 [14:53<05:55, 26.94it/s, loss=3.35, v_num=0]
    Epoch 2:  72%|███████▏  | 24081/33666 [14:53<05:55, 26.94it/s, loss=3.48, v_num=0]
    Epoch 2:  72%|███████▏  | 24082/33666 [14:53<05:55, 26.94it/s, loss=3.48, v_num=0]
    Epoch 2:  72%|███████▏  | 24082/33666 [14:53<05:55, 26.94it/s, loss=3.53, v_num=0]
    Epoch 2:  72%|███████▏  | 24083/33666 [14:53<05:55, 26.94it/s, loss=3.53, v_num=0]
    Epoch 2:  72%|███████▏  | 24083/33666 [14:53<05:55, 26.94it/s, loss=3.45, v_num=0]
    Epoch 2:  72%|███████▏  | 24084/33666 [14:53<05:55, 26.94it/s, loss=3.45, v_num=0]
    Epoch 2:  72%|███████▏  | 24084/33666 [14:53<05:55, 26.94it/s, loss=3.5, v_num=0] 
    Epoch 2:  72%|███████▏  | 24085/33666 [14:53<05:55, 26.94it/s, loss=3.5, v_num=0]
    Epoch 2:  72%|███████▏  | 24085/33666 [14:53<05:55, 26.94it/s, loss=3.4, v_num=0]
    Epoch 2:  72%|███████▏  | 24086/33666 [14:53<05:55, 26.94it/s, loss=3.4, v_num=0]
    Epoch 2:  72%|███████▏  | 24086/33666 [14:54<05:55, 26.94it/s, loss=3.57, v_num=0]
    Epoch 2:  72%|███████▏  | 24087/33666 [14:54<05:55, 26.94it/s, loss=3.57, v_num=0]
    Epoch 2:  72%|███████▏  | 24087/33666 [14:54<05:55, 26.94it/s, loss=3.49, v_num=0]
    Epoch 2:  72%|███████▏  | 24088/33666 [14:54<05:55, 26.94it/s, loss=3.49, v_num=0]
    Epoch 2:  72%|███████▏  | 24088/33666 [14:54<05:55, 26.94it/s, loss=3.39, v_num=0]
    Epoch 2:  72%|███████▏  | 24089/33666 [14:54<05:55, 26.94it/s, loss=3.39, v_num=0]
    Epoch 2:  72%|███████▏  | 24089/33666 [14:54<05:55, 26.94it/s, loss=3.37, v_num=0]
    Epoch 2:  72%|███████▏  | 24090/33666 [14:54<05:55, 26.94it/s, loss=3.37, v_num=0]
    Epoch 2:  72%|███████▏  | 24090/33666 [14:54<05:55, 26.94it/s, loss=3.32, v_num=0]
    Epoch 2:  72%|███████▏  | 24091/33666 [14:54<05:55, 26.94it/s, loss=3.32, v_num=0]
    Epoch 2:  72%|███████▏  | 24091/33666 [14:54<05:55, 26.94it/s, loss=3.41, v_num=0]
    Epoch 2:  72%|███████▏  | 24092/33666 [14:54<05:55, 26.94it/s, loss=3.41, v_num=0]
    Epoch 2:  72%|███████▏  | 24092/33666 [14:54<05:55, 26.94it/s, loss=3.4, v_num=0] 
    Epoch 2:  72%|███████▏  | 24093/33666 [14:54<05:55, 26.94it/s, loss=3.4, v_num=0]
    Epoch 2:  72%|███████▏  | 24093/33666 [14:54<05:55, 26.94it/s, loss=3.44, v_num=0]
    Epoch 2:  72%|███████▏  | 24094/33666 [14:54<05:55, 26.94it/s, loss=3.44, v_num=0]
    Epoch 2:  72%|███████▏  | 24094/33666 [14:54<05:55, 26.94it/s, loss=3.51, v_num=0]
    Epoch 2:  72%|███████▏  | 24095/33666 [14:54<05:55, 26.94it/s, loss=3.51, v_num=0]
    Epoch 2:  72%|███████▏  | 24095/33666 [14:54<05:55, 26.94it/s, loss=3.5, v_num=0] 
    Epoch 2:  72%|███████▏  | 24096/33666 [14:54<05:55, 26.94it/s, loss=3.5, v_num=0]
    Epoch 2:  72%|███████▏  | 24096/33666 [14:54<05:55, 26.94it/s, loss=3.46, v_num=0]
    Epoch 2:  72%|███████▏  | 24097/33666 [14:54<05:55, 26.94it/s, loss=3.46, v_num=0]
    Epoch 2:  72%|███████▏  | 24097/33666 [14:54<05:55, 26.94it/s, loss=3.55, v_num=0]
    Epoch 2:  72%|███████▏  | 24098/33666 [14:54<05:55, 26.94it/s, loss=3.55, v_num=0]
    Epoch 2:  72%|███████▏  | 24098/33666 [14:54<05:55, 26.94it/s, loss=3.73, v_num=0]
    Epoch 2:  72%|███████▏  | 24099/33666 [14:54<05:55, 26.94it/s, loss=3.73, v_num=0]
    Epoch 2:  72%|███████▏  | 24099/33666 [14:54<05:55, 26.94it/s, loss=3.74, v_num=0]
    Epoch 2:  72%|███████▏  | 24100/33666 [14:54<05:55, 26.94it/s, loss=3.74, v_num=0]
    Epoch 2:  72%|███████▏  | 24100/33666 [14:54<05:55, 26.94it/s, loss=3.72, v_num=0]
    Epoch 2:  72%|███████▏  | 24101/33666 [14:54<05:55, 26.94it/s, loss=3.72, v_num=0]
    Epoch 2:  72%|███████▏  | 24101/33666 [14:54<05:55, 26.94it/s, loss=3.62, v_num=0]
    Epoch 2:  72%|███████▏  | 24102/33666 [14:54<05:55, 26.94it/s, loss=3.62, v_num=0]
    Epoch 2:  72%|███████▏  | 24102/33666 [14:54<05:55, 26.94it/s, loss=3.57, v_num=0]
    Epoch 2:  72%|███████▏  | 24103/33666 [14:54<05:54, 26.94it/s, loss=3.57, v_num=0]
    Epoch 2:  72%|███████▏  | 24103/33666 [14:54<05:54, 26.94it/s, loss=3.55, v_num=0]
    Epoch 2:  72%|███████▏  | 24104/33666 [14:54<05:54, 26.94it/s, loss=3.55, v_num=0]
    Epoch 2:  72%|███████▏  | 24104/33666 [14:54<05:54, 26.94it/s, loss=3.54, v_num=0]
    Epoch 2:  72%|███████▏  | 24105/33666 [14:54<05:54, 26.94it/s, loss=3.54, v_num=0]
    Epoch 2:  72%|███████▏  | 24105/33666 [14:54<05:54, 26.94it/s, loss=3.63, v_num=0]
    Epoch 2:  72%|███████▏  | 24106/33666 [14:54<05:54, 26.94it/s, loss=3.63, v_num=0]
    Epoch 2:  72%|███████▏  | 24106/33666 [14:54<05:54, 26.94it/s, loss=3.56, v_num=0]
    Epoch 2:  72%|███████▏  | 24107/33666 [14:54<05:54, 26.94it/s, loss=3.56, v_num=0]
    Epoch 2:  72%|███████▏  | 24107/33666 [14:54<05:54, 26.94it/s, loss=3.68, v_num=0]
    Epoch 2:  72%|███████▏  | 24108/33666 [14:54<05:54, 26.94it/s, loss=3.68, v_num=0]
    Epoch 2:  72%|███████▏  | 24108/33666 [14:54<05:54, 26.94it/s, loss=3.73, v_num=0]
    Epoch 2:  72%|███████▏  | 24109/33666 [14:54<05:54, 26.94it/s, loss=3.73, v_num=0]
    Epoch 2:  72%|███████▏  | 24109/33666 [14:54<05:54, 26.94it/s, loss=3.73, v_num=0]
    Epoch 2:  72%|███████▏  | 24110/33666 [14:54<05:54, 26.94it/s, loss=3.73, v_num=0]
    Epoch 2:  72%|███████▏  | 24110/33666 [14:54<05:54, 26.94it/s, loss=3.69, v_num=0]
    Epoch 2:  72%|███████▏  | 24111/33666 [14:54<05:54, 26.94it/s, loss=3.69, v_num=0]
    Epoch 2:  72%|███████▏  | 24111/33666 [14:54<05:54, 26.94it/s, loss=3.63, v_num=0]
    Epoch 2:  72%|███████▏  | 24112/33666 [14:55<05:54, 26.94it/s, loss=3.63, v_num=0]
    Epoch 2:  72%|███████▏  | 24112/33666 [14:55<05:54, 26.94it/s, loss=3.56, v_num=0]
    Epoch 2:  72%|███████▏  | 24113/33666 [14:55<05:54, 26.94it/s, loss=3.56, v_num=0]
    Epoch 2:  72%|███████▏  | 24113/33666 [14:55<05:54, 26.94it/s, loss=3.5, v_num=0] 
    Epoch 2:  72%|███████▏  | 24114/33666 [14:55<05:54, 26.94it/s, loss=3.5, v_num=0]
    Epoch 2:  72%|███████▏  | 24114/33666 [14:55<05:54, 26.94it/s, loss=3.45, v_num=0]
    Epoch 2:  72%|███████▏  | 24115/33666 [14:55<05:54, 26.94it/s, loss=3.45, v_num=0]
    Epoch 2:  72%|███████▏  | 24115/33666 [14:55<05:54, 26.94it/s, loss=3.42, v_num=0]
    Epoch 2:  72%|███████▏  | 24116/33666 [14:55<05:54, 26.94it/s, loss=3.42, v_num=0]
    Epoch 2:  72%|███████▏  | 24116/33666 [14:55<05:54, 26.94it/s, loss=3.56, v_num=0]
    Epoch 2:  72%|███████▏  | 24117/33666 [14:55<05:54, 26.94it/s, loss=3.56, v_num=0]
    Epoch 2:  72%|███████▏  | 24117/33666 [14:55<05:54, 26.94it/s, loss=3.51, v_num=0]
    Epoch 2:  72%|███████▏  | 24118/33666 [14:55<05:54, 26.94it/s, loss=3.51, v_num=0]
    Epoch 2:  72%|███████▏  | 24118/33666 [14:55<05:54, 26.94it/s, loss=3.37, v_num=0]
    Epoch 2:  72%|███████▏  | 24119/33666 [14:55<05:54, 26.94it/s, loss=3.37, v_num=0]
    Epoch 2:  72%|███████▏  | 24119/33666 [14:55<05:54, 26.94it/s, loss=3.32, v_num=0]
    Epoch 2:  72%|███████▏  | 24120/33666 [14:55<05:54, 26.94it/s, loss=3.32, v_num=0]
    Epoch 2:  72%|███████▏  | 24120/33666 [14:55<05:54, 26.94it/s, loss=3.41, v_num=0]
    Epoch 2:  72%|███████▏  | 24121/33666 [14:55<05:54, 26.94it/s, loss=3.41, v_num=0]
    Epoch 2:  72%|███████▏  | 24121/33666 [14:55<05:54, 26.94it/s, loss=3.45, v_num=0]
    Epoch 2:  72%|███████▏  | 24122/33666 [14:55<05:54, 26.94it/s, loss=3.45, v_num=0]
    Epoch 2:  72%|███████▏  | 24122/33666 [14:55<05:54, 26.94it/s, loss=3.5, v_num=0] 
    Epoch 2:  72%|███████▏  | 24123/33666 [14:55<05:54, 26.94it/s, loss=3.5, v_num=0]
    Epoch 2:  72%|███████▏  | 24123/33666 [14:55<05:54, 26.94it/s, loss=3.56, v_num=0]
    Epoch 2:  72%|███████▏  | 24124/33666 [14:55<05:54, 26.94it/s, loss=3.56, v_num=0]
    Epoch 2:  72%|███████▏  | 24124/33666 [14:55<05:54, 26.94it/s, loss=3.46, v_num=0]
    Epoch 2:  72%|███████▏  | 24125/33666 [14:55<05:54, 26.94it/s, loss=3.46, v_num=0]
    Epoch 2:  72%|███████▏  | 24125/33666 [14:55<05:54, 26.94it/s, loss=3.46, v_num=0]
    Epoch 2:  72%|███████▏  | 24126/33666 [14:55<05:54, 26.94it/s, loss=3.46, v_num=0]
    Epoch 2:  72%|███████▏  | 24126/33666 [14:55<05:54, 26.94it/s, loss=3.38, v_num=0]
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    Epoch 2:  72%|███████▏  | 24131/33666 [14:55<05:53, 26.94it/s, loss=3.3, v_num=0] 
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    Epoch 2:  72%|███████▏  | 24133/33666 [14:55<05:53, 26.94it/s, loss=3.35, v_num=0]
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    Epoch 2:  72%|███████▏  | 24134/33666 [14:55<05:53, 26.94it/s, loss=3.38, v_num=0]
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    Epoch 2:  72%|███████▏  | 24135/33666 [14:55<05:53, 26.94it/s, loss=3.41, v_num=0]
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    Epoch 2:  72%|███████▏  | 24136/33666 [14:55<05:53, 26.94it/s, loss=3.35, v_num=0]
    Epoch 2:  72%|███████▏  | 24137/33666 [14:56<05:53, 26.94it/s, loss=3.35, v_num=0]
    Epoch 2:  72%|███████▏  | 24137/33666 [14:56<05:53, 26.94it/s, loss=3.31, v_num=0]
    Epoch 2:  72%|███████▏  | 24138/33666 [14:56<05:53, 26.94it/s, loss=3.31, v_num=0]
    Epoch 2:  72%|███████▏  | 24138/33666 [14:56<05:53, 26.94it/s, loss=3.33, v_num=0]
    Epoch 2:  72%|███████▏  | 24139/33666 [14:56<05:53, 26.94it/s, loss=3.33, v_num=0]
    Epoch 2:  72%|███████▏  | 24139/33666 [14:56<05:53, 26.94it/s, loss=3.39, v_num=0]
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    Epoch 2:  72%|███████▏  | 24140/33666 [14:56<05:53, 26.94it/s, loss=3.3, v_num=0] 
    Epoch 2:  72%|███████▏  | 24141/33666 [14:56<05:53, 26.94it/s, loss=3.3, v_num=0]
    Epoch 2:  72%|███████▏  | 24141/33666 [14:56<05:53, 26.94it/s, loss=3.23, v_num=0]
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    Epoch 2:  72%|███████▏  | 24143/33666 [14:56<05:53, 26.94it/s, loss=3.21, v_num=0]
    Epoch 2:  72%|███████▏  | 24143/33666 [14:56<05:53, 26.94it/s, loss=3.22, v_num=0]
    Epoch 2:  72%|███████▏  | 24144/33666 [14:56<05:53, 26.94it/s, loss=3.22, v_num=0]
    Epoch 2:  72%|███████▏  | 24144/33666 [14:56<05:53, 26.94it/s, loss=3.39, v_num=0]
    Epoch 2:  72%|███████▏  | 24145/33666 [14:56<05:53, 26.94it/s, loss=3.39, v_num=0]
    Epoch 2:  72%|███████▏  | 24145/33666 [14:56<05:53, 26.94it/s, loss=3.34, v_num=0]
    Epoch 2:  72%|███████▏  | 24146/33666 [14:56<05:53, 26.94it/s, loss=3.34, v_num=0]
    Epoch 2:  72%|███████▏  | 24146/33666 [14:56<05:53, 26.94it/s, loss=3.44, v_num=0]
    Epoch 2:  72%|███████▏  | 24147/33666 [14:56<05:53, 26.94it/s, loss=3.44, v_num=0]
    Epoch 2:  72%|███████▏  | 24147/33666 [14:56<05:53, 26.94it/s, loss=3.43, v_num=0]
    Epoch 2:  72%|███████▏  | 24148/33666 [14:56<05:53, 26.94it/s, loss=3.43, v_num=0]
    Epoch 2:  72%|███████▏  | 24148/33666 [14:56<05:53, 26.94it/s, loss=3.56, v_num=0]
    Epoch 2:  72%|███████▏  | 24149/33666 [14:56<05:53, 26.94it/s, loss=3.56, v_num=0]
    Epoch 2:  72%|███████▏  | 24149/33666 [14:56<05:53, 26.94it/s, loss=3.56, v_num=0]
    Epoch 2:  72%|███████▏  | 24150/33666 [14:56<05:53, 26.94it/s, loss=3.56, v_num=0]
    Epoch 2:  72%|███████▏  | 24150/33666 [14:56<05:53, 26.94it/s, loss=3.51, v_num=0]
    Epoch 2:  72%|███████▏  | 24151/33666 [14:56<05:53, 26.94it/s, loss=3.51, v_num=0]
    Epoch 2:  72%|███████▏  | 24151/33666 [14:56<05:53, 26.94it/s, loss=3.47, v_num=0]
    Epoch 2:  72%|███████▏  | 24152/33666 [14:56<05:53, 26.94it/s, loss=3.47, v_num=0]
    Epoch 2:  72%|███████▏  | 24152/33666 [14:56<05:53, 26.94it/s, loss=3.49, v_num=0]
    Epoch 2:  72%|███████▏  | 24153/33666 [14:56<05:53, 26.94it/s, loss=3.49, v_num=0]
    Epoch 2:  72%|███████▏  | 24153/33666 [14:56<05:53, 26.94it/s, loss=3.51, v_num=0]
    Epoch 2:  72%|███████▏  | 24154/33666 [14:56<05:53, 26.94it/s, loss=3.51, v_num=0]
    Epoch 2:  72%|███████▏  | 24154/33666 [14:56<05:53, 26.94it/s, loss=3.44, v_num=0]
    Epoch 2:  72%|███████▏  | 24155/33666 [14:56<05:53, 26.94it/s, loss=3.44, v_num=0]
    Epoch 2:  72%|███████▏  | 24155/33666 [14:56<05:53, 26.94it/s, loss=3.44, v_num=0]
    Epoch 2:  72%|███████▏  | 24156/33666 [14:56<05:53, 26.94it/s, loss=3.44, v_num=0]
    Epoch 2:  72%|███████▏  | 24156/33666 [14:56<05:53, 26.94it/s, loss=3.38, v_num=0]
    Epoch 2:  72%|███████▏  | 24157/33666 [14:56<05:53, 26.94it/s, loss=3.38, v_num=0]
    Epoch 2:  72%|███████▏  | 24157/33666 [14:56<05:53, 26.94it/s, loss=3.34, v_num=0]
    Epoch 2:  72%|███████▏  | 24158/33666 [14:56<05:52, 26.94it/s, loss=3.34, v_num=0]
    Epoch 2:  72%|███████▏  | 24158/33666 [14:56<05:52, 26.94it/s, loss=3.33, v_num=0]
    Epoch 2:  72%|███████▏  | 24159/33666 [14:56<05:52, 26.94it/s, loss=3.33, v_num=0]
    Epoch 2:  72%|███████▏  | 24159/33666 [14:56<05:52, 26.94it/s, loss=3.3, v_num=0] 
    Epoch 2:  72%|███████▏  | 24160/33666 [14:56<05:52, 26.94it/s, loss=3.3, v_num=0]
    Epoch 2:  72%|███████▏  | 24160/33666 [14:56<05:52, 26.94it/s, loss=3.36, v_num=0]
    Epoch 2:  72%|███████▏  | 24161/33666 [14:56<05:52, 26.94it/s, loss=3.36, v_num=0]
    Epoch 2:  72%|███████▏  | 24161/33666 [14:56<05:52, 26.94it/s, loss=3.38, v_num=0]
    Epoch 2:  72%|███████▏  | 24162/33666 [14:56<05:52, 26.94it/s, loss=3.38, v_num=0]
    Epoch 2:  72%|███████▏  | 24162/33666 [14:56<05:52, 26.94it/s, loss=3.38, v_num=0]
    Epoch 2:  72%|███████▏  | 24163/33666 [14:57<05:52, 26.94it/s, loss=3.38, v_num=0]
    Epoch 2:  72%|███████▏  | 24163/33666 [14:57<05:52, 26.94it/s, loss=3.32, v_num=0]
    Epoch 2:  72%|███████▏  | 24164/33666 [14:57<05:52, 26.94it/s, loss=3.32, v_num=0]
    Epoch 2:  72%|███████▏  | 24164/33666 [14:57<05:52, 26.94it/s, loss=3.21, v_num=0]
    Epoch 2:  72%|███████▏  | 24165/33666 [14:57<05:52, 26.94it/s, loss=3.21, v_num=0]
    Epoch 2:  72%|███████▏  | 24165/33666 [14:57<05:52, 26.94it/s, loss=3.22, v_num=0]
    Epoch 2:  72%|███████▏  | 24166/33666 [14:57<05:52, 26.94it/s, loss=3.22, v_num=0]
    Epoch 2:  72%|███████▏  | 24166/33666 [14:57<05:52, 26.94it/s, loss=3.21, v_num=0]
    Epoch 2:  72%|███████▏  | 24167/33666 [14:57<05:52, 26.94it/s, loss=3.21, v_num=0]
    Epoch 2:  72%|███████▏  | 24167/33666 [14:57<05:52, 26.94it/s, loss=3.23, v_num=0]
    Epoch 2:  72%|███████▏  | 24168/33666 [14:57<05:52, 26.94it/s, loss=3.23, v_num=0]
    Epoch 2:  72%|███████▏  | 24168/33666 [14:57<05:52, 26.94it/s, loss=3.16, v_num=0]
    Epoch 2:  72%|███████▏  | 24169/33666 [14:57<05:52, 26.94it/s, loss=3.16, v_num=0]
    Epoch 2:  72%|███████▏  | 24169/33666 [14:57<05:52, 26.94it/s, loss=3.19, v_num=0]
    Epoch 2:  72%|███████▏  | 24170/33666 [14:57<05:52, 26.94it/s, loss=3.19, v_num=0]
    Epoch 2:  72%|███████▏  | 24170/33666 [14:57<05:52, 26.94it/s, loss=3.16, v_num=0]
    Epoch 2:  72%|███████▏  | 24171/33666 [14:57<05:52, 26.94it/s, loss=3.16, v_num=0]
    Epoch 2:  72%|███████▏  | 24171/33666 [14:57<05:52, 26.94it/s, loss=3.21, v_num=0]
    Epoch 2:  72%|███████▏  | 24172/33666 [14:57<05:52, 26.94it/s, loss=3.21, v_num=0]
    Epoch 2:  72%|███████▏  | 24172/33666 [14:57<05:52, 26.94it/s, loss=3.17, v_num=0]
    Epoch 2:  72%|███████▏  | 24173/33666 [14:57<05:52, 26.94it/s, loss=3.17, v_num=0]
    Epoch 2:  72%|███████▏  | 24173/33666 [14:57<05:52, 26.94it/s, loss=3.05, v_num=0]
    Epoch 2:  72%|███████▏  | 24174/33666 [14:57<05:52, 26.94it/s, loss=3.05, v_num=0]
    Epoch 2:  72%|███████▏  | 24174/33666 [14:57<05:52, 26.94it/s, loss=3.03, v_num=0]
    Epoch 2:  72%|███████▏  | 24175/33666 [14:57<05:52, 26.94it/s, loss=3.03, v_num=0]
    Epoch 2:  72%|███████▏  | 24175/33666 [14:57<05:52, 26.94it/s, loss=3.02, v_num=0]
    Epoch 2:  72%|███████▏  | 24176/33666 [14:57<05:52, 26.94it/s, loss=3.02, v_num=0]
    Epoch 2:  72%|███████▏  | 24176/33666 [14:57<05:52, 26.94it/s, loss=3.1, v_num=0] 
    Epoch 2:  72%|███████▏  | 24177/33666 [14:57<05:52, 26.94it/s, loss=3.1, v_num=0]
    Epoch 2:  72%|███████▏  | 24177/33666 [14:57<05:52, 26.94it/s, loss=3.26, v_num=0]
    Epoch 2:  72%|███████▏  | 24178/33666 [14:57<05:52, 26.94it/s, loss=3.26, v_num=0]
    Epoch 2:  72%|███████▏  | 24178/33666 [14:57<05:52, 26.94it/s, loss=3.24, v_num=0]
    Epoch 2:  72%|███████▏  | 24179/33666 [14:57<05:52, 26.94it/s, loss=3.24, v_num=0]
    Epoch 2:  72%|███████▏  | 24179/33666 [14:57<05:52, 26.94it/s, loss=3.27, v_num=0]
    Epoch 2:  72%|███████▏  | 24180/33666 [14:57<05:52, 26.94it/s, loss=3.27, v_num=0]
    Epoch 2:  72%|███████▏  | 24180/33666 [14:57<05:52, 26.94it/s, loss=3.16, v_num=0]
    Epoch 2:  72%|███████▏  | 24181/33666 [14:57<05:52, 26.94it/s, loss=3.16, v_num=0]
    Epoch 2:  72%|███████▏  | 24181/33666 [14:57<05:52, 26.94it/s, loss=3.26, v_num=0]
    Epoch 2:  72%|███████▏  | 24182/33666 [14:57<05:52, 26.94it/s, loss=3.26, v_num=0]
    Epoch 2:  72%|███████▏  | 24182/33666 [14:57<05:52, 26.94it/s, loss=3.22, v_num=0]
    Epoch 2:  72%|███████▏  | 24183/33666 [14:57<05:52, 26.94it/s, loss=3.22, v_num=0]
    Epoch 2:  72%|███████▏  | 24183/33666 [14:57<05:52, 26.94it/s, loss=3.21, v_num=0]
    Epoch 2:  72%|███████▏  | 24184/33666 [14:57<05:52, 26.94it/s, loss=3.21, v_num=0]
    Epoch 2:  72%|███████▏  | 24184/33666 [14:57<05:52, 26.94it/s, loss=3.26, v_num=0]
    Epoch 2:  72%|███████▏  | 24185/33666 [14:57<05:51, 26.94it/s, loss=3.26, v_num=0]
    Epoch 2:  72%|███████▏  | 24185/33666 [14:57<05:51, 26.94it/s, loss=3.31, v_num=0]
    Epoch 2:  72%|███████▏  | 24186/33666 [14:57<05:51, 26.94it/s, loss=3.31, v_num=0]
    Epoch 2:  72%|███████▏  | 24186/33666 [14:57<05:51, 26.94it/s, loss=3.39, v_num=0]
    Epoch 2:  72%|███████▏  | 24187/33666 [14:57<05:51, 26.94it/s, loss=3.39, v_num=0]
    Epoch 2:  72%|███████▏  | 24187/33666 [14:57<05:51, 26.94it/s, loss=3.42, v_num=0]
    Epoch 2:  72%|███████▏  | 24188/33666 [14:57<05:51, 26.94it/s, loss=3.42, v_num=0]
    Epoch 2:  72%|███████▏  | 24188/33666 [14:57<05:51, 26.94it/s, loss=3.4, v_num=0] 
    Epoch 2:  72%|███████▏  | 24189/33666 [14:58<05:51, 26.94it/s, loss=3.4, v_num=0]
    Epoch 2:  72%|███████▏  | 24189/33666 [14:58<05:51, 26.94it/s, loss=3.35, v_num=0]
    Epoch 2:  72%|███████▏  | 24190/33666 [14:58<05:51, 26.94it/s, loss=3.35, v_num=0]
    Epoch 2:  72%|███████▏  | 24190/33666 [14:58<05:51, 26.94it/s, loss=3.47, v_num=0]
    Epoch 2:  72%|███████▏  | 24191/33666 [14:58<05:51, 26.94it/s, loss=3.47, v_num=0]
    Epoch 2:  72%|███████▏  | 24191/33666 [14:58<05:51, 26.94it/s, loss=3.43, v_num=0]
    Epoch 2:  72%|███████▏  | 24192/33666 [14:58<05:51, 26.94it/s, loss=3.43, v_num=0]
    Epoch 2:  72%|███████▏  | 24192/33666 [14:58<05:51, 26.94it/s, loss=3.5, v_num=0] 
    Epoch 2:  72%|███████▏  | 24193/33666 [14:58<05:51, 26.94it/s, loss=3.5, v_num=0]
    Epoch 2:  72%|███████▏  | 24193/33666 [14:58<05:51, 26.94it/s, loss=3.58, v_num=0]
    Epoch 2:  72%|███████▏  | 24194/33666 [14:58<05:51, 26.94it/s, loss=3.58, v_num=0]
    Epoch 2:  72%|███████▏  | 24194/33666 [14:58<05:51, 26.94it/s, loss=3.7, v_num=0] 
    Epoch 2:  72%|███████▏  | 24195/33666 [14:58<05:51, 26.93it/s, loss=3.7, v_num=0]
    Epoch 2:  72%|███████▏  | 24195/33666 [14:58<05:51, 26.93it/s, loss=3.7, v_num=0]
    Epoch 2:  72%|███████▏  | 24196/33666 [14:58<05:51, 26.93it/s, loss=3.7, v_num=0]
    Epoch 2:  72%|███████▏  | 24196/33666 [14:58<05:51, 26.93it/s, loss=3.72, v_num=0]
    Epoch 2:  72%|███████▏  | 24197/33666 [14:58<05:51, 26.94it/s, loss=3.72, v_num=0]
    Epoch 2:  72%|███████▏  | 24197/33666 [14:58<05:51, 26.94it/s, loss=3.69, v_num=0]
    Epoch 2:  72%|███████▏  | 24198/33666 [14:58<05:51, 26.93it/s, loss=3.69, v_num=0]
    Epoch 2:  72%|███████▏  | 24198/33666 [14:58<05:51, 26.93it/s, loss=3.72, v_num=0]
    Epoch 2:  72%|███████▏  | 24199/33666 [14:58<05:51, 26.93it/s, loss=3.72, v_num=0]
    Epoch 2:  72%|███████▏  | 24199/33666 [14:58<05:51, 26.93it/s, loss=3.72, v_num=0]
    Epoch 2:  72%|███████▏  | 24200/33666 [14:58<05:51, 26.93it/s, loss=3.72, v_num=0]
    Epoch 2:  72%|███████▏  | 24200/33666 [14:58<05:51, 26.93it/s, loss=3.78, v_num=0]
    Epoch 2:  72%|███████▏  | 24201/33666 [14:58<05:51, 26.93it/s, loss=3.78, v_num=0]
    Epoch 2:  72%|███████▏  | 24201/33666 [14:58<05:51, 26.93it/s, loss=3.65, v_num=0]
    Epoch 2:  72%|███████▏  | 24202/33666 [14:58<05:51, 26.93it/s, loss=3.65, v_num=0]
    Epoch 2:  72%|███████▏  | 24202/33666 [14:58<05:51, 26.93it/s, loss=3.65, v_num=0]
    Epoch 2:  72%|███████▏  | 24203/33666 [14:58<05:51, 26.93it/s, loss=3.65, v_num=0]
    Epoch 2:  72%|███████▏  | 24203/33666 [14:58<05:51, 26.93it/s, loss=3.69, v_num=0]
    Epoch 2:  72%|███████▏  | 24204/33666 [14:58<05:51, 26.93it/s, loss=3.69, v_num=0]
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    Epoch 2:  72%|███████▏  | 24207/33666 [14:58<05:51, 26.93it/s, loss=3.53, v_num=0]
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    Epoch 2:  72%|███████▏  | 24210/33666 [14:58<05:51, 26.93it/s, loss=3.55, v_num=0]
    Epoch 2:  72%|███████▏  | 24211/33666 [14:58<05:51, 26.93it/s, loss=3.55, v_num=0]
    Epoch 2:  72%|███████▏  | 24211/33666 [14:58<05:51, 26.93it/s, loss=3.54, v_num=0]
    Epoch 2:  72%|███████▏  | 24212/33666 [14:58<05:51, 26.93it/s, loss=3.54, v_num=0]
    Epoch 2:  72%|███████▏  | 24212/33666 [14:58<05:51, 26.93it/s, loss=3.53, v_num=0]
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    Epoch 2:  72%|███████▏  | 24213/33666 [14:58<05:50, 26.93it/s, loss=3.52, v_num=0]
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    Epoch 2:  72%|███████▏  | 24214/33666 [14:59<05:50, 26.93it/s, loss=3.4, v_num=0] 
    Epoch 2:  72%|███████▏  | 24215/33666 [14:59<05:50, 26.93it/s, loss=3.4, v_num=0]
    Epoch 2:  72%|███████▏  | 24215/33666 [14:59<05:50, 26.93it/s, loss=3.37, v_num=0]
    Epoch 2:  72%|███████▏  | 24216/33666 [14:59<05:50, 26.93it/s, loss=3.37, v_num=0]
    Epoch 2:  72%|███████▏  | 24216/33666 [14:59<05:50, 26.93it/s, loss=3.31, v_num=0]
    Epoch 2:  72%|███████▏  | 24217/33666 [14:59<05:50, 26.93it/s, loss=3.31, v_num=0]
    Epoch 2:  72%|███████▏  | 24217/33666 [14:59<05:50, 26.93it/s, loss=3.21, v_num=0]
    Epoch 2:  72%|███████▏  | 24218/33666 [14:59<05:50, 26.93it/s, loss=3.21, v_num=0]
    Epoch 2:  72%|███████▏  | 24218/33666 [14:59<05:50, 26.93it/s, loss=3.23, v_num=0]
    Epoch 2:  72%|███████▏  | 24219/33666 [14:59<05:50, 26.93it/s, loss=3.23, v_num=0]
    Epoch 2:  72%|███████▏  | 24219/33666 [14:59<05:50, 26.93it/s, loss=3.23, v_num=0]
    Epoch 2:  72%|███████▏  | 24220/33666 [14:59<05:50, 26.93it/s, loss=3.23, v_num=0]
    Epoch 2:  72%|███████▏  | 24220/33666 [14:59<05:50, 26.93it/s, loss=3.27, v_num=0]
    Epoch 2:  72%|███████▏  | 24221/33666 [14:59<05:50, 26.93it/s, loss=3.27, v_num=0]
    Epoch 2:  72%|███████▏  | 24221/33666 [14:59<05:50, 26.93it/s, loss=3.33, v_num=0]
    Epoch 2:  72%|███████▏  | 24222/33666 [14:59<05:50, 26.93it/s, loss=3.33, v_num=0]
    Epoch 2:  72%|███████▏  | 24222/33666 [14:59<05:50, 26.93it/s, loss=3.31, v_num=0]
    Epoch 2:  72%|███████▏  | 24223/33666 [14:59<05:50, 26.93it/s, loss=3.31, v_num=0]
    Epoch 2:  72%|███████▏  | 24223/33666 [14:59<05:50, 26.93it/s, loss=3.27, v_num=0]
    Epoch 2:  72%|███████▏  | 24224/33666 [14:59<05:50, 26.93it/s, loss=3.27, v_num=0]
    Epoch 2:  72%|███████▏  | 24224/33666 [14:59<05:50, 26.93it/s, loss=3.21, v_num=0]
    Epoch 2:  72%|███████▏  | 24225/33666 [14:59<05:50, 26.93it/s, loss=3.21, v_num=0]
    Epoch 2:  72%|███████▏  | 24225/33666 [14:59<05:50, 26.93it/s, loss=3.3, v_num=0] 
    Epoch 2:  72%|███████▏  | 24226/33666 [14:59<05:50, 26.93it/s, loss=3.3, v_num=0]
    Epoch 2:  72%|███████▏  | 24226/33666 [14:59<05:50, 26.93it/s, loss=3.3, v_num=0]
    Epoch 2:  72%|███████▏  | 24227/33666 [14:59<05:50, 26.93it/s, loss=3.3, v_num=0]
    Epoch 2:  72%|███████▏  | 24227/33666 [14:59<05:50, 26.93it/s, loss=3.25, v_num=0]
    Epoch 2:  72%|███████▏  | 24228/33666 [14:59<05:50, 26.93it/s, loss=3.25, v_num=0]
    Epoch 2:  72%|███████▏  | 24228/33666 [14:59<05:50, 26.93it/s, loss=3.29, v_num=0]
    Epoch 2:  72%|███████▏  | 24229/33666 [14:59<05:50, 26.93it/s, loss=3.29, v_num=0]
    Epoch 2:  72%|███████▏  | 24229/33666 [14:59<05:50, 26.93it/s, loss=3.37, v_num=0]
    Epoch 2:  72%|███████▏  | 24230/33666 [14:59<05:50, 26.93it/s, loss=3.37, v_num=0]
    Epoch 2:  72%|███████▏  | 24230/33666 [14:59<05:50, 26.93it/s, loss=3.39, v_num=0]
    Epoch 2:  72%|███████▏  | 24231/33666 [14:59<05:50, 26.93it/s, loss=3.39, v_num=0]
    Epoch 2:  72%|███████▏  | 24231/33666 [14:59<05:50, 26.93it/s, loss=3.44, v_num=0]
    Epoch 2:  72%|███████▏  | 24232/33666 [14:59<05:50, 26.93it/s, loss=3.44, v_num=0]
    Epoch 2:  72%|███████▏  | 24232/33666 [14:59<05:50, 26.93it/s, loss=3.46, v_num=0]
    Epoch 2:  72%|███████▏  | 24233/33666 [14:59<05:50, 26.93it/s, loss=3.46, v_num=0]
    Epoch 2:  72%|███████▏  | 24233/33666 [14:59<05:50, 26.93it/s, loss=3.51, v_num=0]
    Epoch 2:  72%|███████▏  | 24234/33666 [14:59<05:50, 26.93it/s, loss=3.51, v_num=0]
    Epoch 2:  72%|███████▏  | 24234/33666 [14:59<05:50, 26.93it/s, loss=3.6, v_num=0] 
    Epoch 2:  72%|███████▏  | 24235/33666 [14:59<05:50, 26.93it/s, loss=3.6, v_num=0]
    Epoch 2:  72%|███████▏  | 24235/33666 [14:59<05:50, 26.93it/s, loss=3.62, v_num=0]
    Epoch 2:  72%|███████▏  | 24236/33666 [14:59<05:50, 26.93it/s, loss=3.62, v_num=0]
    Epoch 2:  72%|███████▏  | 24236/33666 [14:59<05:50, 26.93it/s, loss=3.66, v_num=0]
    Epoch 2:  72%|███████▏  | 24237/33666 [14:59<05:50, 26.93it/s, loss=3.66, v_num=0]
    Epoch 2:  72%|███████▏  | 24237/33666 [14:59<05:50, 26.93it/s, loss=3.74, v_num=0]
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    Epoch 2:  72%|███████▏  | 24238/33666 [14:59<05:50, 26.93it/s, loss=3.75, v_num=0]
    Epoch 2:  72%|███████▏  | 24239/33666 [14:59<05:50, 26.93it/s, loss=3.75, v_num=0]
    Epoch 2:  72%|███████▏  | 24239/33666 [14:59<05:50, 26.93it/s, loss=3.75, v_num=0]
    Epoch 2:  72%|███████▏  | 24240/33666 [15:00<05:49, 26.93it/s, loss=3.75, v_num=0]
    Epoch 2:  72%|███████▏  | 24240/33666 [15:00<05:49, 26.93it/s, loss=3.76, v_num=0]
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    Epoch 2:  72%|███████▏  | 24241/33666 [15:00<05:49, 26.93it/s, loss=3.83, v_num=0]
    Epoch 2:  72%|███████▏  | 24242/33666 [15:00<05:49, 26.93it/s, loss=3.83, v_num=0]
    Epoch 2:  72%|███████▏  | 24242/33666 [15:00<05:49, 26.93it/s, loss=3.89, v_num=0]
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    Epoch 2:  72%|███████▏  | 24243/33666 [15:00<05:49, 26.93it/s, loss=3.89, v_num=0]
    Epoch 2:  72%|███████▏  | 24244/33666 [15:00<05:49, 26.93it/s, loss=3.89, v_num=0]
    Epoch 2:  72%|███████▏  | 24244/33666 [15:00<05:49, 26.93it/s, loss=3.97, v_num=0]
    Epoch 2:  72%|███████▏  | 24245/33666 [15:00<05:49, 26.93it/s, loss=3.97, v_num=0]
    Epoch 2:  72%|███████▏  | 24245/33666 [15:00<05:49, 26.93it/s, loss=3.97, v_num=0]
    Epoch 2:  72%|███████▏  | 24246/33666 [15:00<05:49, 26.93it/s, loss=3.97, v_num=0]
    Epoch 2:  72%|███████▏  | 24246/33666 [15:00<05:49, 26.93it/s, loss=4, v_num=0]   
    Epoch 2:  72%|███████▏  | 24247/33666 [15:00<05:49, 26.93it/s, loss=4, v_num=0]
    Epoch 2:  72%|███████▏  | 24247/33666 [15:00<05:49, 26.93it/s, loss=4.08, v_num=0]
    Epoch 2:  72%|███████▏  | 24248/33666 [15:00<05:49, 26.93it/s, loss=4.08, v_num=0]
    Epoch 2:  72%|███████▏  | 24248/33666 [15:00<05:49, 26.93it/s, loss=4.03, v_num=0]
    Epoch 2:  72%|███████▏  | 24249/33666 [15:00<05:49, 26.93it/s, loss=4.03, v_num=0]
    Epoch 2:  72%|███████▏  | 24249/33666 [15:00<05:49, 26.93it/s, loss=3.93, v_num=0]
    Epoch 2:  72%|███████▏  | 24250/33666 [15:00<05:49, 26.93it/s, loss=3.93, v_num=0]
    Epoch 2:  72%|███████▏  | 24250/33666 [15:00<05:49, 26.93it/s, loss=3.88, v_num=0]
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    Epoch 2:  72%|███████▏  | 24251/33666 [15:00<05:49, 26.93it/s, loss=3.89, v_num=0]
    Epoch 2:  72%|███████▏  | 24252/33666 [15:00<05:49, 26.93it/s, loss=3.89, v_num=0]
    Epoch 2:  72%|███████▏  | 24252/33666 [15:00<05:49, 26.93it/s, loss=3.8, v_num=0] 
    Epoch 2:  72%|███████▏  | 24253/33666 [15:00<05:49, 26.93it/s, loss=3.8, v_num=0]
    Epoch 2:  72%|███████▏  | 24253/33666 [15:00<05:49, 26.93it/s, loss=3.75, v_num=0]
    Epoch 2:  72%|███████▏  | 24254/33666 [15:00<05:49, 26.93it/s, loss=3.75, v_num=0]
    Epoch 2:  72%|███████▏  | 24254/33666 [15:00<05:49, 26.93it/s, loss=3.72, v_num=0]
    Epoch 2:  72%|███████▏  | 24255/33666 [15:00<05:49, 26.93it/s, loss=3.72, v_num=0]
    Epoch 2:  72%|███████▏  | 24255/33666 [15:00<05:49, 26.93it/s, loss=3.75, v_num=0]
    Epoch 2:  72%|███████▏  | 24256/33666 [15:00<05:49, 26.93it/s, loss=3.75, v_num=0]
    Epoch 2:  72%|███████▏  | 24256/33666 [15:00<05:49, 26.93it/s, loss=3.73, v_num=0]
    Epoch 2:  72%|███████▏  | 24257/33666 [15:00<05:49, 26.93it/s, loss=3.73, v_num=0]
    Epoch 2:  72%|███████▏  | 24257/33666 [15:00<05:49, 26.93it/s, loss=3.7, v_num=0] 
    Epoch 2:  72%|███████▏  | 24258/33666 [15:00<05:49, 26.93it/s, loss=3.7, v_num=0]
    Epoch 2:  72%|███████▏  | 24258/33666 [15:00<05:49, 26.93it/s, loss=3.71, v_num=0]
    Epoch 2:  72%|███████▏  | 24259/33666 [15:00<05:49, 26.93it/s, loss=3.71, v_num=0]
    Epoch 2:  72%|███████▏  | 24259/33666 [15:00<05:49, 26.93it/s, loss=3.73, v_num=0]
    Epoch 2:  72%|███████▏  | 24260/33666 [15:00<05:49, 26.93it/s, loss=3.73, v_num=0]
    Epoch 2:  72%|███████▏  | 24260/33666 [15:00<05:49, 26.93it/s, loss=3.68, v_num=0]
    Epoch 2:  72%|███████▏  | 24261/33666 [15:00<05:49, 26.93it/s, loss=3.68, v_num=0]
    Epoch 2:  72%|███████▏  | 24261/33666 [15:00<05:49, 26.93it/s, loss=3.57, v_num=0]
    Epoch 2:  72%|███████▏  | 24262/33666 [15:00<05:49, 26.93it/s, loss=3.57, v_num=0]
    Epoch 2:  72%|███████▏  | 24262/33666 [15:00<05:49, 26.93it/s, loss=3.57, v_num=0]
    Epoch 2:  72%|███████▏  | 24263/33666 [15:00<05:49, 26.93it/s, loss=3.57, v_num=0]
    Epoch 2:  72%|███████▏  | 24263/33666 [15:00<05:49, 26.93it/s, loss=3.59, v_num=0]
    Epoch 2:  72%|███████▏  | 24264/33666 [15:00<05:49, 26.93it/s, loss=3.59, v_num=0]
    Epoch 2:  72%|███████▏  | 24264/33666 [15:00<05:49, 26.93it/s, loss=3.51, v_num=0]
    Epoch 2:  72%|███████▏  | 24265/33666 [15:00<05:49, 26.93it/s, loss=3.51, v_num=0]
    Epoch 2:  72%|███████▏  | 24265/33666 [15:00<05:49, 26.93it/s, loss=3.39, v_num=0]
    Epoch 2:  72%|███████▏  | 24266/33666 [15:01<05:49, 26.93it/s, loss=3.39, v_num=0]
    Epoch 2:  72%|███████▏  | 24266/33666 [15:01<05:49, 26.93it/s, loss=3.37, v_num=0]
    Epoch 2:  72%|███████▏  | 24267/33666 [15:01<05:48, 26.93it/s, loss=3.37, v_num=0]
    Epoch 2:  72%|███████▏  | 24267/33666 [15:01<05:48, 26.93it/s, loss=3.39, v_num=0]
    Epoch 2:  72%|███████▏  | 24268/33666 [15:01<05:48, 26.93it/s, loss=3.39, v_num=0]
    Epoch 2:  72%|███████▏  | 24268/33666 [15:01<05:48, 26.93it/s, loss=3.47, v_num=0]
    Epoch 2:  72%|███████▏  | 24269/33666 [15:01<05:48, 26.93it/s, loss=3.47, v_num=0]
    Epoch 2:  72%|███████▏  | 24269/33666 [15:01<05:48, 26.93it/s, loss=3.49, v_num=0]
    Epoch 2:  72%|███████▏  | 24270/33666 [15:01<05:48, 26.93it/s, loss=3.49, v_num=0]
    Epoch 2:  72%|███████▏  | 24270/33666 [15:01<05:48, 26.93it/s, loss=3.55, v_num=0]
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    Epoch 2:  72%|███████▏  | 24271/33666 [15:01<05:48, 26.93it/s, loss=3.43, v_num=0]
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    Epoch 2:  72%|███████▏  | 24272/33666 [15:01<05:48, 26.93it/s, loss=3.51, v_num=0]
    Epoch 2:  72%|███████▏  | 24273/33666 [15:01<05:48, 26.93it/s, loss=3.51, v_num=0]
    Epoch 2:  72%|███████▏  | 24273/33666 [15:01<05:48, 26.93it/s, loss=3.44, v_num=0]
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    Epoch 2:  72%|███████▏  | 24274/33666 [15:01<05:48, 26.93it/s, loss=3.47, v_num=0]
    Epoch 2:  72%|███████▏  | 24275/33666 [15:01<05:48, 26.93it/s, loss=3.47, v_num=0]
    Epoch 2:  72%|███████▏  | 24275/33666 [15:01<05:48, 26.93it/s, loss=3.37, v_num=0]
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    Epoch 2:  72%|███████▏  | 24276/33666 [15:01<05:48, 26.93it/s, loss=3.45, v_num=0]
    Epoch 2:  72%|███████▏  | 24277/33666 [15:01<05:48, 26.93it/s, loss=3.45, v_num=0]
    Epoch 2:  72%|███████▏  | 24277/33666 [15:01<05:48, 26.93it/s, loss=3.47, v_num=0]
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    Epoch 2:  72%|███████▏  | 24278/33666 [15:01<05:48, 26.93it/s, loss=3.49, v_num=0]
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    Epoch 2:  72%|███████▏  | 24279/33666 [15:01<05:48, 26.93it/s, loss=3.4, v_num=0] 
    Epoch 2:  72%|███████▏  | 24280/33666 [15:01<05:48, 26.93it/s, loss=3.4, v_num=0]
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    Epoch 2:  72%|███████▏  | 24281/33666 [15:01<05:48, 26.93it/s, loss=3.49, v_num=0]
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    Epoch 2:  72%|███████▏  | 24301/33666 [15:02<05:47, 26.93it/s, loss=3.49, v_num=0]
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    Epoch 2:  72%|███████▏  | 24302/33666 [15:02<05:47, 26.93it/s, loss=3.45, v_num=0]
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    Epoch 2:  72%|███████▏  | 24305/33666 [15:02<05:47, 26.93it/s, loss=3.53, v_num=0]
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    Epoch 2:  72%|███████▏  | 24306/33666 [15:02<05:47, 26.94it/s, loss=3.49, v_num=0]
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    Epoch 2:  72%|███████▏  | 24307/33666 [15:02<05:47, 26.94it/s, loss=3.48, v_num=0]
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    Epoch 2:  72%|███████▏  | 24312/33666 [15:02<05:47, 26.94it/s, loss=3.38, v_num=0]
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    Epoch 2:  72%|███████▏  | 24315/33666 [15:02<05:47, 26.94it/s, loss=3.28, v_num=0]
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    Epoch 2:  72%|███████▏  | 24316/33666 [15:02<05:47, 26.94it/s, loss=3.24, v_num=0]
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    Epoch 2:  72%|███████▏  | 24319/33666 [15:02<05:46, 26.94it/s, loss=3.37, v_num=0]
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    Epoch 2:  72%|███████▏  | 24320/33666 [15:02<05:46, 26.94it/s, loss=3.31, v_num=0]
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    Epoch 2:  72%|███████▏  | 24321/33666 [15:02<05:46, 26.94it/s, loss=3.31, v_num=0]
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    Epoch 2:  72%|███████▏  | 24322/33666 [15:02<05:46, 26.94it/s, loss=3.38, v_num=0]
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    Epoch 2:  72%|███████▏  | 24324/33666 [15:02<05:46, 26.94it/s, loss=3.26, v_num=0]
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    Epoch 2:  72%|███████▏  | 24325/33666 [15:03<05:46, 26.94it/s, loss=3.3, v_num=0] 
    Epoch 2:  72%|███████▏  | 24326/33666 [15:03<05:46, 26.94it/s, loss=3.3, v_num=0]
    Epoch 2:  72%|███████▏  | 24326/33666 [15:03<05:46, 26.94it/s, loss=3.38, v_num=0]
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    Epoch 2:  72%|███████▏  | 24327/33666 [15:03<05:46, 26.94it/s, loss=3.34, v_num=0]
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    Epoch 2:  72%|███████▏  | 24328/33666 [15:03<05:46, 26.94it/s, loss=3.38, v_num=0]
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    Epoch 2:  72%|███████▏  | 24330/33666 [15:03<05:46, 26.94it/s, loss=3.23, v_num=0]
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    Epoch 2:  72%|███████▏  | 24331/33666 [15:03<05:46, 26.94it/s, loss=3.29, v_num=0]
    Epoch 2:  72%|███████▏  | 24332/33666 [15:03<05:46, 26.94it/s, loss=3.29, v_num=0]
    Epoch 2:  72%|███████▏  | 24332/33666 [15:03<05:46, 26.94it/s, loss=3.38, v_num=0]
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    Epoch 2:  72%|███████▏  | 24334/33666 [15:03<05:46, 26.94it/s, loss=3.37, v_num=0]
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    Epoch 2:  72%|███████▏  | 24335/33666 [15:03<05:46, 26.94it/s, loss=3.39, v_num=0]
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    Epoch 2:  72%|███████▏  | 24337/33666 [15:03<05:46, 26.94it/s, loss=3.36, v_num=0]
    Epoch 2:  72%|███████▏  | 24337/33666 [15:03<05:46, 26.94it/s, loss=3.32, v_num=0]
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    Epoch 2:  72%|███████▏  | 24338/33666 [15:03<05:46, 26.94it/s, loss=3.37, v_num=0]
    Epoch 2:  72%|███████▏  | 24339/33666 [15:03<05:46, 26.94it/s, loss=3.37, v_num=0]
    Epoch 2:  72%|███████▏  | 24339/33666 [15:03<05:46, 26.94it/s, loss=3.34, v_num=0]
    Epoch 2:  72%|███████▏  | 24340/33666 [15:03<05:46, 26.94it/s, loss=3.34, v_num=0]
    Epoch 2:  72%|███████▏  | 24340/33666 [15:03<05:46, 26.94it/s, loss=3.49, v_num=0]
    Epoch 2:  72%|███████▏  | 24341/33666 [15:03<05:46, 26.94it/s, loss=3.49, v_num=0]
    Epoch 2:  72%|███████▏  | 24341/33666 [15:03<05:46, 26.94it/s, loss=3.4, v_num=0] 
    Epoch 2:  72%|███████▏  | 24342/33666 [15:03<05:46, 26.94it/s, loss=3.4, v_num=0]
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    Epoch 2:  72%|███████▏  | 24343/33666 [15:03<05:46, 26.94it/s, loss=3.44, v_num=0]
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    Epoch 2:  72%|███████▏  | 24354/33666 [15:04<05:45, 26.94it/s, loss=3.43, v_num=0]
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    Epoch 2:  72%|███████▏  | 24387/33666 [15:05<05:44, 26.94it/s, loss=3.26, v_num=0]
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    Epoch 2:  72%|███████▏  | 24397/33666 [15:05<05:44, 26.94it/s, loss=3.68, v_num=0]
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    Epoch 2:  72%|███████▏  | 24398/33666 [15:05<05:44, 26.94it/s, loss=3.64, v_num=0]
    Epoch 2:  72%|███████▏  | 24399/33666 [15:05<05:44, 26.94it/s, loss=3.64, v_num=0]
    Epoch 2:  72%|███████▏  | 24399/33666 [15:05<05:44, 26.94it/s, loss=3.64, v_num=0]
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    Epoch 2:  72%|███████▏  | 24401/33666 [15:05<05:43, 26.94it/s, loss=3.56, v_num=0]
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    Epoch 2:  72%|███████▏  | 24403/33666 [15:05<05:43, 26.94it/s, loss=3.41, v_num=0]
    Epoch 2:  72%|███████▏  | 24403/33666 [15:05<05:43, 26.94it/s, loss=3.5, v_num=0] 
    Epoch 2:  72%|███████▏  | 24404/33666 [15:05<05:43, 26.94it/s, loss=3.5, v_num=0]
    Epoch 2:  72%|███████▏  | 24404/33666 [15:05<05:43, 26.94it/s, loss=3.43, v_num=0]
    Epoch 2:  72%|███████▏  | 24405/33666 [15:05<05:43, 26.94it/s, loss=3.43, v_num=0]
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    Epoch 2:  72%|███████▏  | 24406/33666 [15:05<05:43, 26.94it/s, loss=3.48, v_num=0]
    Epoch 2:  72%|███████▏  | 24407/33666 [15:06<05:43, 26.94it/s, loss=3.48, v_num=0]
    Epoch 2:  72%|███████▏  | 24407/33666 [15:06<05:43, 26.94it/s, loss=3.43, v_num=0]
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    Epoch 2:  73%|███████▎  | 24408/33666 [15:06<05:43, 26.94it/s, loss=3.48, v_num=0]
    Epoch 2:  73%|███████▎  | 24409/33666 [15:06<05:43, 26.94it/s, loss=3.48, v_num=0]
    Epoch 2:  73%|███████▎  | 24409/33666 [15:06<05:43, 26.94it/s, loss=3.52, v_num=0]
    Epoch 2:  73%|███████▎  | 24410/33666 [15:06<05:43, 26.94it/s, loss=3.52, v_num=0]
    Epoch 2:  73%|███████▎  | 24410/33666 [15:06<05:43, 26.94it/s, loss=3.44, v_num=0]
    Epoch 2:  73%|███████▎  | 24411/33666 [15:06<05:43, 26.94it/s, loss=3.44, v_num=0]
    Epoch 2:  73%|███████▎  | 24411/33666 [15:06<05:43, 26.94it/s, loss=3.45, v_num=0]
    Epoch 2:  73%|███████▎  | 24412/33666 [15:06<05:43, 26.94it/s, loss=3.45, v_num=0]
    Epoch 2:  73%|███████▎  | 24412/33666 [15:06<05:43, 26.94it/s, loss=3.38, v_num=0]
    Epoch 2:  73%|███████▎  | 24413/33666 [15:06<05:43, 26.94it/s, loss=3.38, v_num=0]
    Epoch 2:  73%|███████▎  | 24413/33666 [15:06<05:43, 26.94it/s, loss=3.37, v_num=0]
    Epoch 2:  73%|███████▎  | 24414/33666 [15:06<05:43, 26.94it/s, loss=3.37, v_num=0]
    Epoch 2:  73%|███████▎  | 24414/33666 [15:06<05:43, 26.94it/s, loss=3.44, v_num=0]
    Epoch 2:  73%|███████▎  | 24415/33666 [15:06<05:43, 26.94it/s, loss=3.44, v_num=0]
    Epoch 2:  73%|███████▎  | 24415/33666 [15:06<05:43, 26.94it/s, loss=3.5, v_num=0] 
    Epoch 2:  73%|███████▎  | 24416/33666 [15:06<05:43, 26.94it/s, loss=3.5, v_num=0]
    Epoch 2:  73%|███████▎  | 24416/33666 [15:06<05:43, 26.94it/s, loss=3.39, v_num=0]
    Epoch 2:  73%|███████▎  | 24417/33666 [15:06<05:43, 26.94it/s, loss=3.39, v_num=0]
    Epoch 2:  73%|███████▎  | 24417/33666 [15:06<05:43, 26.94it/s, loss=3.38, v_num=0]
    Epoch 2:  73%|███████▎  | 24418/33666 [15:06<05:43, 26.94it/s, loss=3.38, v_num=0]
    Epoch 2:  73%|███████▎  | 24418/33666 [15:06<05:43, 26.94it/s, loss=3.5, v_num=0] 
    Epoch 2:  73%|███████▎  | 24419/33666 [15:06<05:43, 26.94it/s, loss=3.5, v_num=0]
    Epoch 2:  73%|███████▎  | 24419/33666 [15:06<05:43, 26.94it/s, loss=3.52, v_num=0]
    Epoch 2:  73%|███████▎  | 24420/33666 [15:06<05:43, 26.94it/s, loss=3.52, v_num=0]
    Epoch 2:  73%|███████▎  | 24420/33666 [15:06<05:43, 26.94it/s, loss=3.53, v_num=0]
    Epoch 2:  73%|███████▎  | 24421/33666 [15:06<05:43, 26.94it/s, loss=3.53, v_num=0]
    Epoch 2:  73%|███████▎  | 24421/33666 [15:06<05:43, 26.94it/s, loss=3.57, v_num=0]
    Epoch 2:  73%|███████▎  | 24422/33666 [15:06<05:43, 26.94it/s, loss=3.57, v_num=0]
    Epoch 2:  73%|███████▎  | 24422/33666 [15:06<05:43, 26.94it/s, loss=3.68, v_num=0]
    Epoch 2:  73%|███████▎  | 24423/33666 [15:06<05:43, 26.94it/s, loss=3.68, v_num=0]
    Epoch 2:  73%|███████▎  | 24423/33666 [15:06<05:43, 26.94it/s, loss=3.74, v_num=0]
    Epoch 2:  73%|███████▎  | 24424/33666 [15:06<05:43, 26.94it/s, loss=3.74, v_num=0]
    Epoch 2:  73%|███████▎  | 24424/33666 [15:06<05:43, 26.94it/s, loss=3.74, v_num=0]
    Epoch 2:  73%|███████▎  | 24425/33666 [15:06<05:43, 26.94it/s, loss=3.74, v_num=0]
    Epoch 2:  73%|███████▎  | 24425/33666 [15:06<05:43, 26.94it/s, loss=3.62, v_num=0]
    Epoch 2:  73%|███████▎  | 24426/33666 [15:06<05:42, 26.94it/s, loss=3.62, v_num=0]
    Epoch 2:  73%|███████▎  | 24426/33666 [15:06<05:42, 26.94it/s, loss=3.66, v_num=0]
    Epoch 2:  73%|███████▎  | 24427/33666 [15:06<05:42, 26.94it/s, loss=3.66, v_num=0]
    Epoch 2:  73%|███████▎  | 24427/33666 [15:06<05:42, 26.94it/s, loss=3.7, v_num=0] 
    Epoch 2:  73%|███████▎  | 24428/33666 [15:06<05:42, 26.94it/s, loss=3.7, v_num=0]
    Epoch 2:  73%|███████▎  | 24428/33666 [15:06<05:42, 26.94it/s, loss=3.72, v_num=0]
    Epoch 2:  73%|███████▎  | 24429/33666 [15:06<05:42, 26.94it/s, loss=3.72, v_num=0]
    Epoch 2:  73%|███████▎  | 24429/33666 [15:06<05:42, 26.94it/s, loss=3.68, v_num=0]
    Epoch 2:  73%|███████▎  | 24430/33666 [15:06<05:42, 26.94it/s, loss=3.68, v_num=0]
    Epoch 2:  73%|███████▎  | 24430/33666 [15:06<05:42, 26.94it/s, loss=3.69, v_num=0]
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    Epoch 2:  73%|███████▎  | 24431/33666 [15:06<05:42, 26.94it/s, loss=3.72, v_num=0]
    Epoch 2:  73%|███████▎  | 24432/33666 [15:06<05:42, 26.94it/s, loss=3.72, v_num=0]
    Epoch 2:  73%|███████▎  | 24432/33666 [15:06<05:42, 26.94it/s, loss=3.74, v_num=0]
    Epoch 2:  73%|███████▎  | 24433/33666 [15:06<05:42, 26.94it/s, loss=3.74, v_num=0]
    Epoch 2:  73%|███████▎  | 24433/33666 [15:06<05:42, 26.94it/s, loss=3.6, v_num=0] 
    Epoch 2:  73%|███████▎  | 24434/33666 [15:06<05:42, 26.94it/s, loss=3.6, v_num=0]
    Epoch 2:  73%|███████▎  | 24434/33666 [15:06<05:42, 26.94it/s, loss=3.54, v_num=0]
    Epoch 2:  73%|███████▎  | 24435/33666 [15:07<05:42, 26.94it/s, loss=3.54, v_num=0]
    Epoch 2:  73%|███████▎  | 24435/33666 [15:07<05:42, 26.94it/s, loss=3.5, v_num=0] 
    Epoch 2:  73%|███████▎  | 24436/33666 [15:07<05:42, 26.94it/s, loss=3.5, v_num=0]
    Epoch 2:  73%|███████▎  | 24436/33666 [15:07<05:42, 26.94it/s, loss=3.5, v_num=0]
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    Epoch 2:  73%|███████▎  | 24614/33666 [15:13<05:36, 26.94it/s, loss=3.25, v_num=0]
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    Epoch 2:  73%|███████▎  | 24615/33666 [15:13<05:35, 26.94it/s, loss=3.31, v_num=0]
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    Epoch 2:  73%|███████▎  | 24616/33666 [15:13<05:35, 26.94it/s, loss=3.47, v_num=0]
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    Epoch 2:  73%|███████▎  | 24617/33666 [15:13<05:35, 26.94it/s, loss=3.5, v_num=0] 
    Epoch 2:  73%|███████▎  | 24618/33666 [15:13<05:35, 26.94it/s, loss=3.5, v_num=0]
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    Epoch 2:  73%|███████▎  | 24619/33666 [15:13<05:35, 26.94it/s, loss=3.56, v_num=0]
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    Epoch 2:  73%|███████▎  | 24620/33666 [15:13<05:35, 26.94it/s, loss=3.6, v_num=0]
    Epoch 2:  73%|███████▎  | 24620/33666 [15:13<05:35, 26.94it/s, loss=3.59, v_num=0]
    Epoch 2:  73%|███████▎  | 24621/33666 [15:13<05:35, 26.94it/s, loss=3.59, v_num=0]
    Epoch 2:  73%|███████▎  | 24621/33666 [15:13<05:35, 26.94it/s, loss=3.64, v_num=0]
    Epoch 2:  73%|███████▎  | 24622/33666 [15:14<05:35, 26.94it/s, loss=3.64, v_num=0]
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    Epoch 2:  73%|███████▎  | 24624/33666 [15:14<05:35, 26.94it/s, loss=3.62, v_num=0]
    Epoch 2:  73%|███████▎  | 24625/33666 [15:14<05:35, 26.94it/s, loss=3.62, v_num=0]
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    Epoch 2:  73%|███████▎  | 24626/33666 [15:14<05:35, 26.94it/s, loss=3.55, v_num=0]
    Epoch 2:  73%|███████▎  | 24626/33666 [15:14<05:35, 26.94it/s, loss=3.56, v_num=0]
    Epoch 2:  73%|███████▎  | 24627/33666 [15:14<05:35, 26.94it/s, loss=3.56, v_num=0]
    Epoch 2:  73%|███████▎  | 24627/33666 [15:14<05:35, 26.94it/s, loss=3.5, v_num=0] 
    Epoch 2:  73%|███████▎  | 24628/33666 [15:14<05:35, 26.94it/s, loss=3.5, v_num=0]
    Epoch 2:  73%|███████▎  | 24628/33666 [15:14<05:35, 26.94it/s, loss=3.49, v_num=0]
    Epoch 2:  73%|███████▎  | 24629/33666 [15:14<05:35, 26.94it/s, loss=3.49, v_num=0]
    Epoch 2:  73%|███████▎  | 24629/33666 [15:14<05:35, 26.94it/s, loss=3.48, v_num=0]
    Epoch 2:  73%|███████▎  | 24630/33666 [15:14<05:35, 26.94it/s, loss=3.48, v_num=0]
    Epoch 2:  73%|███████▎  | 24630/33666 [15:14<05:35, 26.94it/s, loss=3.41, v_num=0]
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    Epoch 2:  73%|███████▎  | 24631/33666 [15:14<05:35, 26.94it/s, loss=3.41, v_num=0]
    Epoch 2:  73%|███████▎  | 24632/33666 [15:14<05:35, 26.94it/s, loss=3.41, v_num=0]
    Epoch 2:  73%|███████▎  | 24632/33666 [15:14<05:35, 26.94it/s, loss=3.36, v_num=0]
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    Epoch 2:  73%|███████▎  | 24634/33666 [15:14<05:35, 26.94it/s, loss=3.4, v_num=0]
    Epoch 2:  73%|███████▎  | 24634/33666 [15:14<05:35, 26.94it/s, loss=3.35, v_num=0]
    Epoch 2:  73%|███████▎  | 24635/33666 [15:14<05:35, 26.94it/s, loss=3.35, v_num=0]
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    Epoch 2:  73%|███████▎  | 24636/33666 [15:14<05:35, 26.94it/s, loss=3.3, v_num=0]
    Epoch 2:  73%|███████▎  | 24636/33666 [15:14<05:35, 26.94it/s, loss=3.2, v_num=0]
    Epoch 2:  73%|███████▎  | 24637/33666 [15:14<05:35, 26.94it/s, loss=3.2, v_num=0]
    Epoch 2:  73%|███████▎  | 24637/33666 [15:14<05:35, 26.94it/s, loss=3.12, v_num=0]
    Epoch 2:  73%|███████▎  | 24638/33666 [15:14<05:35, 26.94it/s, loss=3.12, v_num=0]
    Epoch 2:  73%|███████▎  | 24638/33666 [15:14<05:35, 26.94it/s, loss=3.12, v_num=0]
    Epoch 2:  73%|███████▎  | 24639/33666 [15:14<05:35, 26.94it/s, loss=3.12, v_num=0]
    Epoch 2:  73%|███████▎  | 24639/33666 [15:14<05:35, 26.94it/s, loss=3.06, v_num=0]
    Epoch 2:  73%|███████▎  | 24640/33666 [15:14<05:35, 26.94it/s, loss=3.06, v_num=0]
    Epoch 2:  73%|███████▎  | 24640/33666 [15:14<05:35, 26.94it/s, loss=3.14, v_num=0]
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    Epoch 2:  73%|███████▎  | 24641/33666 [15:14<05:35, 26.94it/s, loss=3.08, v_num=0]
    Epoch 2:  73%|███████▎  | 24642/33666 [15:14<05:34, 26.94it/s, loss=3.08, v_num=0]
    Epoch 2:  73%|███████▎  | 24642/33666 [15:14<05:34, 26.94it/s, loss=3.25, v_num=0]
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    Epoch 2:  73%|███████▎  | 24643/33666 [15:14<05:34, 26.94it/s, loss=3.32, v_num=0]
    Epoch 2:  73%|███████▎  | 24644/33666 [15:14<05:34, 26.94it/s, loss=3.32, v_num=0]
    Epoch 2:  73%|███████▎  | 24644/33666 [15:14<05:34, 26.94it/s, loss=3.28, v_num=0]
    Epoch 2:  73%|███████▎  | 24645/33666 [15:14<05:34, 26.94it/s, loss=3.28, v_num=0]
    Epoch 2:  73%|███████▎  | 24645/33666 [15:14<05:34, 26.94it/s, loss=3.38, v_num=0]
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    Epoch 2:  73%|███████▎  | 24647/33666 [15:14<05:34, 26.94it/s, loss=3.43, v_num=0]
    Epoch 2:  73%|███████▎  | 24647/33666 [15:14<05:34, 26.94it/s, loss=3.5, v_num=0] 
    Epoch 2:  73%|███████▎  | 24648/33666 [15:14<05:34, 26.94it/s, loss=3.5, v_num=0]
    Epoch 2:  73%|███████▎  | 24648/33666 [15:14<05:34, 26.94it/s, loss=3.55, v_num=0]
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    Epoch 2:  73%|███████▎  | 24653/33666 [15:15<05:34, 26.94it/s, loss=3.38, v_num=0]
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    Epoch 2:  73%|███████▎  | 24691/33666 [15:16<05:33, 26.94it/s, loss=3.4, v_num=0]
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    Epoch 2:  73%|███████▎  | 24710/33666 [15:17<05:32, 26.94it/s, loss=3.41, v_num=0]
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    Epoch 2:  73%|███████▎  | 24713/33666 [15:17<05:32, 26.94it/s, loss=3.39, v_num=0]
    Epoch 2:  73%|███████▎  | 24714/33666 [15:17<05:32, 26.94it/s, loss=3.39, v_num=0]
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    Epoch 2:  73%|███████▎  | 24715/33666 [15:17<05:32, 26.94it/s, loss=3.55, v_num=0]
    Epoch 2:  73%|███████▎  | 24716/33666 [15:17<05:32, 26.94it/s, loss=3.55, v_num=0]
    Epoch 2:  73%|███████▎  | 24716/33666 [15:17<05:32, 26.94it/s, loss=3.49, v_num=0]
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    Epoch 2:  73%|███████▎  | 24717/33666 [15:17<05:32, 26.94it/s, loss=3.51, v_num=0]
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    Epoch 2:  73%|███████▎  | 24719/33666 [15:17<05:32, 26.94it/s, loss=3.46, v_num=0]
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    Epoch 2:  73%|███████▎  | 24720/33666 [15:17<05:32, 26.94it/s, loss=3.45, v_num=0]
    Epoch 2:  73%|███████▎  | 24721/33666 [15:17<05:32, 26.94it/s, loss=3.45, v_num=0]
    Epoch 2:  73%|███████▎  | 24721/33666 [15:17<05:32, 26.94it/s, loss=3.47, v_num=0]
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    Epoch 2:  73%|███████▎  | 24722/33666 [15:17<05:32, 26.94it/s, loss=3.44, v_num=0]
    Epoch 2:  73%|███████▎  | 24723/33666 [15:17<05:32, 26.94it/s, loss=3.44, v_num=0]
    Epoch 2:  73%|███████▎  | 24723/33666 [15:17<05:32, 26.94it/s, loss=3.33, v_num=0]
    Epoch 2:  73%|███████▎  | 24724/33666 [15:17<05:31, 26.94it/s, loss=3.33, v_num=0]
    Epoch 2:  73%|███████▎  | 24724/33666 [15:17<05:31, 26.94it/s, loss=3.34, v_num=0]
    Epoch 2:  73%|███████▎  | 24725/33666 [15:17<05:31, 26.94it/s, loss=3.34, v_num=0]
    Epoch 2:  73%|███████▎  | 24725/33666 [15:17<05:31, 26.94it/s, loss=3.38, v_num=0]
    Epoch 2:  73%|███████▎  | 24726/33666 [15:17<05:31, 26.94it/s, loss=3.38, v_num=0]
    Epoch 2:  73%|███████▎  | 24726/33666 [15:17<05:31, 26.94it/s, loss=3.4, v_num=0] 
    Epoch 2:  73%|███████▎  | 24727/33666 [15:17<05:31, 26.94it/s, loss=3.4, v_num=0]
    Epoch 2:  73%|███████▎  | 24727/33666 [15:17<05:31, 26.94it/s, loss=3.58, v_num=0]
    Epoch 2:  73%|███████▎  | 24728/33666 [15:17<05:31, 26.94it/s, loss=3.58, v_num=0]
    Epoch 2:  73%|███████▎  | 24728/33666 [15:17<05:31, 26.94it/s, loss=3.49, v_num=0]
    Epoch 2:  73%|███████▎  | 24729/33666 [15:18<05:31, 26.94it/s, loss=3.49, v_num=0]
    Epoch 2:  73%|███████▎  | 24729/33666 [15:18<05:31, 26.94it/s, loss=3.59, v_num=0]
    Epoch 2:  73%|███████▎  | 24730/33666 [15:18<05:31, 26.94it/s, loss=3.59, v_num=0]
    Epoch 2:  73%|███████▎  | 24730/33666 [15:18<05:31, 26.94it/s, loss=3.52, v_num=0]
    Epoch 2:  73%|███████▎  | 24731/33666 [15:18<05:31, 26.94it/s, loss=3.52, v_num=0]
    Epoch 2:  73%|███████▎  | 24731/33666 [15:18<05:31, 26.94it/s, loss=3.41, v_num=0]
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    Epoch 2:  73%|███████▎  | 24732/33666 [15:18<05:31, 26.94it/s, loss=3.41, v_num=0]
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    Epoch 2:  73%|███████▎  | 24733/33666 [15:18<05:31, 26.94it/s, loss=3.48, v_num=0]
    Epoch 2:  73%|███████▎  | 24734/33666 [15:18<05:31, 26.94it/s, loss=3.48, v_num=0]
    Epoch 2:  73%|███████▎  | 24734/33666 [15:18<05:31, 26.94it/s, loss=3.51, v_num=0]
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    Epoch 2:  73%|███████▎  | 24735/33666 [15:18<05:31, 26.94it/s, loss=3.42, v_num=0]
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    Epoch 2:  73%|███████▎  | 24736/33666 [15:18<05:31, 26.94it/s, loss=3.51, v_num=0]
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    Epoch 2:  73%|███████▎  | 24737/33666 [15:18<05:31, 26.94it/s, loss=3.46, v_num=0]
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    Epoch 2:  73%|███████▎  | 24738/33666 [15:18<05:31, 26.94it/s, loss=3.51, v_num=0]
    Epoch 2:  73%|███████▎  | 24739/33666 [15:18<05:31, 26.94it/s, loss=3.51, v_num=0]
    Epoch 2:  73%|███████▎  | 24739/33666 [15:18<05:31, 26.94it/s, loss=3.5, v_num=0] 
    Epoch 2:  73%|███████▎  | 24740/33666 [15:18<05:31, 26.94it/s, loss=3.5, v_num=0]
    Epoch 2:  73%|███████▎  | 24740/33666 [15:18<05:31, 26.94it/s, loss=3.42, v_num=0]
    Epoch 2:  73%|███████▎  | 24741/33666 [15:18<05:31, 26.94it/s, loss=3.42, v_num=0]
    Epoch 2:  73%|███████▎  | 24741/33666 [15:18<05:31, 26.94it/s, loss=3.31, v_num=0]
    Epoch 2:  73%|███████▎  | 24742/33666 [15:18<05:31, 26.94it/s, loss=3.31, v_num=0]
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    Epoch 2:  73%|███████▎  | 24743/33666 [15:18<05:31, 26.94it/s, loss=3.26, v_num=0]
    Epoch 2:  73%|███████▎  | 24743/33666 [15:18<05:31, 26.94it/s, loss=3.23, v_num=0]
    Epoch 2:  73%|███████▎  | 24744/33666 [15:18<05:31, 26.94it/s, loss=3.23, v_num=0]
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    Epoch 2:  74%|███████▎  | 24746/33666 [15:18<05:31, 26.94it/s, loss=3.23, v_num=0]
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    Epoch 2:  74%|███████▎  | 24788/33666 [15:20<05:29, 26.94it/s, loss=3.3, v_num=0] 
    Epoch 2:  74%|███████▎  | 24789/33666 [15:20<05:29, 26.94it/s, loss=3.3, v_num=0]
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    Epoch 2:  74%|███████▎  | 24794/33666 [15:20<05:29, 26.94it/s, loss=3.41, v_num=0]
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    Epoch 2:  74%|███████▎  | 24796/33666 [15:20<05:29, 26.94it/s, loss=3.51, v_num=0]
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    Epoch 2:  74%|███████▎  | 24799/33666 [15:20<05:29, 26.94it/s, loss=3.35, v_num=0]
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    Epoch 2:  74%|███████▎  | 24801/33666 [15:20<05:29, 26.94it/s, loss=3.36, v_num=0]
    Epoch 2:  74%|███████▎  | 24802/33666 [15:20<05:29, 26.94it/s, loss=3.36, v_num=0]
    Epoch 2:  74%|███████▎  | 24802/33666 [15:20<05:29, 26.94it/s, loss=3.41, v_num=0]
    Epoch 2:  74%|███████▎  | 24803/33666 [15:20<05:29, 26.94it/s, loss=3.41, v_num=0]
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    Epoch 2:  74%|███████▎  | 24804/33666 [15:20<05:28, 26.94it/s, loss=3.4, v_num=0] 
    Epoch 2:  74%|███████▎  | 24805/33666 [15:20<05:28, 26.94it/s, loss=3.4, v_num=0]
    Epoch 2:  74%|███████▎  | 24805/33666 [15:20<05:28, 26.94it/s, loss=3.43, v_num=0]
    Epoch 2:  74%|███████▎  | 24806/33666 [15:20<05:28, 26.94it/s, loss=3.43, v_num=0]
    Epoch 2:  74%|███████▎  | 24806/33666 [15:20<05:28, 26.94it/s, loss=3.35, v_num=0]
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    Epoch 2:  74%|███████▎  | 24807/33666 [15:20<05:28, 26.94it/s, loss=3.34, v_num=0]
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    Epoch 2:  74%|███████▎  | 24808/33666 [15:20<05:28, 26.94it/s, loss=3.24, v_num=0]
    Epoch 2:  74%|███████▎  | 24809/33666 [15:20<05:28, 26.94it/s, loss=3.24, v_num=0]
    Epoch 2:  74%|███████▎  | 24809/33666 [15:20<05:28, 26.94it/s, loss=3.24, v_num=0]
    Epoch 2:  74%|███████▎  | 24810/33666 [15:20<05:28, 26.94it/s, loss=3.24, v_num=0]
    Epoch 2:  74%|███████▎  | 24810/33666 [15:20<05:28, 26.94it/s, loss=3.25, v_num=0]
    Epoch 2:  74%|███████▎  | 24811/33666 [15:20<05:28, 26.94it/s, loss=3.25, v_num=0]
    Epoch 2:  74%|███████▎  | 24811/33666 [15:20<05:28, 26.94it/s, loss=3.36, v_num=0]
    Epoch 2:  74%|███████▎  | 24812/33666 [15:21<05:28, 26.94it/s, loss=3.36, v_num=0]
    Epoch 2:  74%|███████▎  | 24812/33666 [15:21<05:28, 26.94it/s, loss=3.34, v_num=0]
    Epoch 2:  74%|███████▎  | 24813/33666 [15:21<05:28, 26.94it/s, loss=3.34, v_num=0]
    Epoch 2:  74%|███████▎  | 24813/33666 [15:21<05:28, 26.94it/s, loss=3.28, v_num=0]
    Epoch 2:  74%|███████▎  | 24814/33666 [15:21<05:28, 26.94it/s, loss=3.28, v_num=0]
    Epoch 2:  74%|███████▎  | 24814/33666 [15:21<05:28, 26.94it/s, loss=3.33, v_num=0]
    Epoch 2:  74%|███████▎  | 24815/33666 [15:21<05:28, 26.94it/s, loss=3.33, v_num=0]
    Epoch 2:  74%|███████▎  | 24815/33666 [15:21<05:28, 26.94it/s, loss=3.33, v_num=0]
    Epoch 2:  74%|███████▎  | 24816/33666 [15:21<05:28, 26.94it/s, loss=3.33, v_num=0]
    Epoch 2:  74%|███████▎  | 24816/33666 [15:21<05:28, 26.94it/s, loss=3.3, v_num=0] 
    Epoch 2:  74%|███████▎  | 24817/33666 [15:21<05:28, 26.94it/s, loss=3.3, v_num=0]
    Epoch 2:  74%|███████▎  | 24817/33666 [15:21<05:28, 26.94it/s, loss=3.27, v_num=0]
    Epoch 2:  74%|███████▎  | 24818/33666 [15:21<05:28, 26.94it/s, loss=3.27, v_num=0]
    Epoch 2:  74%|███████▎  | 24818/33666 [15:21<05:28, 26.94it/s, loss=3.22, v_num=0]
    Epoch 2:  74%|███████▎  | 24819/33666 [15:21<05:28, 26.94it/s, loss=3.22, v_num=0]
    Epoch 2:  74%|███████▎  | 24819/33666 [15:21<05:28, 26.94it/s, loss=3.39, v_num=0]
    Epoch 2:  74%|███████▎  | 24820/33666 [15:21<05:28, 26.94it/s, loss=3.39, v_num=0]
    Epoch 2:  74%|███████▎  | 24820/33666 [15:21<05:28, 26.94it/s, loss=3.47, v_num=0]
    Epoch 2:  74%|███████▎  | 24821/33666 [15:21<05:28, 26.94it/s, loss=3.47, v_num=0]
    Epoch 2:  74%|███████▎  | 24821/33666 [15:21<05:28, 26.94it/s, loss=3.47, v_num=0]
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    Epoch 2:  74%|███████▎  | 24822/33666 [15:21<05:28, 26.94it/s, loss=3.46, v_num=0]
    Epoch 2:  74%|███████▎  | 24823/33666 [15:21<05:28, 26.94it/s, loss=3.46, v_num=0]
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    Epoch 2:  74%|███████▎  | 24824/33666 [15:21<05:28, 26.94it/s, loss=3.44, v_num=0]
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    Epoch 2:  74%|███████▍  | 24878/33666 [15:23<05:26, 26.94it/s, loss=3.18, v_num=0]
    Epoch 2:  74%|███████▍  | 24879/33666 [15:23<05:26, 26.94it/s, loss=3.18, v_num=0]
    Epoch 2:  74%|███████▍  | 24879/33666 [15:23<05:26, 26.94it/s, loss=3.11, v_num=0]
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    Epoch 2:  74%|███████▍  | 24880/33666 [15:23<05:26, 26.94it/s, loss=3.1, v_num=0] 
    Epoch 2:  74%|███████▍  | 24881/33666 [15:23<05:26, 26.94it/s, loss=3.1, v_num=0]
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    Epoch 2:  74%|███████▍  | 24882/33666 [15:23<05:26, 26.94it/s, loss=3.01, v_num=0]
    Epoch 2:  74%|███████▍  | 24883/33666 [15:23<05:25, 26.94it/s, loss=3.01, v_num=0]
    Epoch 2:  74%|███████▍  | 24883/33666 [15:23<05:25, 26.94it/s, loss=3.13, v_num=0]
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    Epoch 2:  74%|███████▍  | 24884/33666 [15:23<05:25, 26.94it/s, loss=3.03, v_num=0]
    Epoch 2:  74%|███████▍  | 24885/33666 [15:23<05:25, 26.94it/s, loss=3.03, v_num=0]
    Epoch 2:  74%|███████▍  | 24885/33666 [15:23<05:25, 26.94it/s, loss=3.15, v_num=0]
    Epoch 2:  74%|███████▍  | 24886/33666 [15:23<05:25, 26.94it/s, loss=3.15, v_num=0]
    Epoch 2:  74%|███████▍  | 24886/33666 [15:23<05:25, 26.94it/s, loss=3.1, v_num=0] 
    Epoch 2:  74%|███████▍  | 24887/33666 [15:23<05:25, 26.94it/s, loss=3.1, v_num=0]
    Epoch 2:  74%|███████▍  | 24887/33666 [15:23<05:25, 26.94it/s, loss=3.1, v_num=0]
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    Epoch 2:  74%|███████▍  | 24888/33666 [15:23<05:25, 26.94it/s, loss=3.16, v_num=0]
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    Epoch 2:  74%|███████▍  | 24889/33666 [15:23<05:25, 26.94it/s, loss=3.12, v_num=0]
    Epoch 2:  74%|███████▍  | 24890/33666 [15:23<05:25, 26.94it/s, loss=3.12, v_num=0]
    Epoch 2:  74%|███████▍  | 24890/33666 [15:23<05:25, 26.94it/s, loss=3.25, v_num=0]
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    Epoch 2:  74%|███████▍  | 24891/33666 [15:23<05:25, 26.94it/s, loss=3.24, v_num=0]
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    Epoch 2:  74%|███████▍  | 24893/33666 [15:23<05:25, 26.94it/s, loss=3.29, v_num=0]
    Epoch 2:  74%|███████▍  | 24893/33666 [15:23<05:25, 26.94it/s, loss=3.31, v_num=0]
    Epoch 2:  74%|███████▍  | 24894/33666 [15:23<05:25, 26.94it/s, loss=3.31, v_num=0]
    Epoch 2:  74%|███████▍  | 24894/33666 [15:23<05:25, 26.94it/s, loss=3.28, v_num=0]
    Epoch 2:  74%|███████▍  | 24895/33666 [15:24<05:25, 26.94it/s, loss=3.28, v_num=0]
    Epoch 2:  74%|███████▍  | 24895/33666 [15:24<05:25, 26.94it/s, loss=3.26, v_num=0]
    Epoch 2:  74%|███████▍  | 24896/33666 [15:24<05:25, 26.94it/s, loss=3.26, v_num=0]
    Epoch 2:  74%|███████▍  | 24896/33666 [15:24<05:25, 26.94it/s, loss=3.14, v_num=0]
    Epoch 2:  74%|███████▍  | 24897/33666 [15:24<05:25, 26.94it/s, loss=3.14, v_num=0]
    Epoch 2:  74%|███████▍  | 24897/33666 [15:24<05:25, 26.94it/s, loss=3.19, v_num=0]
    Epoch 2:  74%|███████▍  | 24898/33666 [15:24<05:25, 26.94it/s, loss=3.19, v_num=0]
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    Epoch 2:  74%|███████▍  | 24899/33666 [15:24<05:25, 26.94it/s, loss=3.21, v_num=0]
    Epoch 2:  74%|███████▍  | 24900/33666 [15:24<05:25, 26.94it/s, loss=3.21, v_num=0]
    Epoch 2:  74%|███████▍  | 24900/33666 [15:24<05:25, 26.94it/s, loss=3.16, v_num=0]
    Epoch 2:  74%|███████▍  | 24901/33666 [15:24<05:25, 26.94it/s, loss=3.16, v_num=0]
    Epoch 2:  74%|███████▍  | 24901/33666 [15:24<05:25, 26.94it/s, loss=3.11, v_num=0]
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    Epoch 2:  74%|███████▍  | 24914/33666 [15:24<05:24, 26.94it/s, loss=3.1, v_num=0]
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    Epoch 2:  74%|███████▍  | 24924/33666 [15:25<05:24, 26.94it/s, loss=3.55, v_num=0]
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    Epoch 2:  74%|███████▍  | 24926/33666 [15:25<05:24, 26.94it/s, loss=3.53, v_num=0]
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    Epoch 2:  74%|███████▍  | 24927/33666 [15:25<05:24, 26.94it/s, loss=3.51, v_num=0]
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    Epoch 2:  74%|███████▍  | 24928/33666 [15:25<05:24, 26.94it/s, loss=3.6, v_num=0] 
    Epoch 2:  74%|███████▍  | 24929/33666 [15:25<05:24, 26.94it/s, loss=3.6, v_num=0]
    Epoch 2:  74%|███████▍  | 24929/33666 [15:25<05:24, 26.94it/s, loss=3.53, v_num=0]
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    Epoch 2:  74%|███████▍  | 24930/33666 [15:25<05:24, 26.94it/s, loss=3.49, v_num=0]
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    Epoch 2:  74%|███████▍  | 24931/33666 [15:25<05:24, 26.94it/s, loss=3.4, v_num=0] 
    Epoch 2:  74%|███████▍  | 24932/33666 [15:25<05:24, 26.94it/s, loss=3.4, v_num=0]
    Epoch 2:  74%|███████▍  | 24932/33666 [15:25<05:24, 26.94it/s, loss=3.37, v_num=0]
    Epoch 2:  74%|███████▍  | 24933/33666 [15:25<05:24, 26.94it/s, loss=3.37, v_num=0]
    Epoch 2:  74%|███████▍  | 24933/33666 [15:25<05:24, 26.94it/s, loss=3.37, v_num=0]
    Epoch 2:  74%|███████▍  | 24934/33666 [15:25<05:24, 26.94it/s, loss=3.37, v_num=0]
    Epoch 2:  74%|███████▍  | 24934/33666 [15:25<05:24, 26.94it/s, loss=3.44, v_num=0]
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    Epoch 2:  74%|███████▍  | 24935/33666 [15:25<05:24, 26.94it/s, loss=3.41, v_num=0]
    Epoch 2:  74%|███████▍  | 24936/33666 [15:25<05:24, 26.94it/s, loss=3.41, v_num=0]
    Epoch 2:  74%|███████▍  | 24936/33666 [15:25<05:24, 26.94it/s, loss=3.47, v_num=0]
    Epoch 2:  74%|███████▍  | 24937/33666 [15:25<05:23, 26.94it/s, loss=3.47, v_num=0]
    Epoch 2:  74%|███████▍  | 24937/33666 [15:25<05:23, 26.94it/s, loss=3.43, v_num=0]
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    Epoch 2:  74%|███████▍  | 24938/33666 [15:25<05:23, 26.94it/s, loss=3.48, v_num=0]
    Epoch 2:  74%|███████▍  | 24939/33666 [15:25<05:23, 26.94it/s, loss=3.48, v_num=0]
    Epoch 2:  74%|███████▍  | 24939/33666 [15:25<05:23, 26.94it/s, loss=3.59, v_num=0]
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    Epoch 2:  74%|███████▍  | 24940/33666 [15:25<05:23, 26.94it/s, loss=3.49, v_num=0]
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    Epoch 2:  74%|███████▍  | 24941/33666 [15:25<05:23, 26.94it/s, loss=3.47, v_num=0]
    Epoch 2:  74%|███████▍  | 24942/33666 [15:25<05:23, 26.94it/s, loss=3.47, v_num=0]
    Epoch 2:  74%|███████▍  | 24942/33666 [15:25<05:23, 26.94it/s, loss=3.49, v_num=0]
    Epoch 2:  74%|███████▍  | 24943/33666 [15:25<05:23, 26.94it/s, loss=3.49, v_num=0]
    Epoch 2:  74%|███████▍  | 24943/33666 [15:25<05:23, 26.94it/s, loss=3.34, v_num=0]
    Epoch 2:  74%|███████▍  | 24944/33666 [15:25<05:23, 26.94it/s, loss=3.34, v_num=0]
    Epoch 2:  74%|███████▍  | 24944/33666 [15:25<05:23, 26.94it/s, loss=3.3, v_num=0] 
    Epoch 2:  74%|███████▍  | 24945/33666 [15:25<05:23, 26.94it/s, loss=3.3, v_num=0]
    Epoch 2:  74%|███████▍  | 24945/33666 [15:25<05:23, 26.94it/s, loss=3.25, v_num=0]
    Epoch 2:  74%|███████▍  | 24946/33666 [15:25<05:23, 26.94it/s, loss=3.25, v_num=0]
    Epoch 2:  74%|███████▍  | 24946/33666 [15:25<05:23, 26.94it/s, loss=3.33, v_num=0]
    Epoch 2:  74%|███████▍  | 24947/33666 [15:25<05:23, 26.94it/s, loss=3.33, v_num=0]
    Epoch 2:  74%|███████▍  | 24947/33666 [15:25<05:23, 26.94it/s, loss=3.3, v_num=0] 
    Epoch 2:  74%|███████▍  | 24948/33666 [15:25<05:23, 26.94it/s, loss=3.3, v_num=0]
    Epoch 2:  74%|███████▍  | 24948/33666 [15:25<05:23, 26.94it/s, loss=3.3, v_num=0]
    Epoch 2:  74%|███████▍  | 24949/33666 [15:25<05:23, 26.94it/s, loss=3.3, v_num=0]
    Epoch 2:  74%|███████▍  | 24949/33666 [15:25<05:23, 26.94it/s, loss=3.41, v_num=0]
    Epoch 2:  74%|███████▍  | 24950/33666 [15:26<05:23, 26.94it/s, loss=3.41, v_num=0]
    Epoch 2:  74%|███████▍  | 24950/33666 [15:26<05:23, 26.94it/s, loss=3.43, v_num=0]
    Epoch 2:  74%|███████▍  | 24951/33666 [15:26<05:23, 26.94it/s, loss=3.43, v_num=0]
    Epoch 2:  74%|███████▍  | 24951/33666 [15:26<05:23, 26.94it/s, loss=3.62, v_num=0]
    Epoch 2:  74%|███████▍  | 24952/33666 [15:26<05:23, 26.94it/s, loss=3.62, v_num=0]
    Epoch 2:  74%|███████▍  | 24952/33666 [15:26<05:23, 26.94it/s, loss=3.6, v_num=0] 
    Epoch 2:  74%|███████▍  | 24953/33666 [15:26<05:23, 26.94it/s, loss=3.6, v_num=0]
    Epoch 2:  74%|███████▍  | 24953/33666 [15:26<05:23, 26.94it/s, loss=3.61, v_num=0]
    Epoch 2:  74%|███████▍  | 24954/33666 [15:26<05:23, 26.94it/s, loss=3.61, v_num=0]
    Epoch 2:  74%|███████▍  | 24954/33666 [15:26<05:23, 26.94it/s, loss=3.59, v_num=0]
    Epoch 2:  74%|███████▍  | 24955/33666 [15:26<05:23, 26.94it/s, loss=3.59, v_num=0]
    Epoch 2:  74%|███████▍  | 24955/33666 [15:26<05:23, 26.94it/s, loss=3.58, v_num=0]
    Epoch 2:  74%|███████▍  | 24956/33666 [15:26<05:23, 26.94it/s, loss=3.58, v_num=0]
    Epoch 2:  74%|███████▍  | 24956/33666 [15:26<05:23, 26.94it/s, loss=3.52, v_num=0]
    Epoch 2:  74%|███████▍  | 24957/33666 [15:26<05:23, 26.94it/s, loss=3.52, v_num=0]
    Epoch 2:  74%|███████▍  | 24957/33666 [15:26<05:23, 26.94it/s, loss=3.61, v_num=0]
    Epoch 2:  74%|███████▍  | 24958/33666 [15:26<05:23, 26.94it/s, loss=3.61, v_num=0]
    Epoch 2:  74%|███████▍  | 24958/33666 [15:26<05:23, 26.94it/s, loss=3.6, v_num=0] 
    Epoch 2:  74%|███████▍  | 24959/33666 [15:26<05:23, 26.94it/s, loss=3.6, v_num=0]
    Epoch 2:  74%|███████▍  | 24959/33666 [15:26<05:23, 26.94it/s, loss=3.47, v_num=0]
    Epoch 2:  74%|███████▍  | 24960/33666 [15:26<05:23, 26.94it/s, loss=3.47, v_num=0]
    Epoch 2:  74%|███████▍  | 24960/33666 [15:26<05:23, 26.94it/s, loss=3.53, v_num=0]
    Epoch 2:  74%|███████▍  | 24961/33666 [15:26<05:23, 26.94it/s, loss=3.53, v_num=0]
    Epoch 2:  74%|███████▍  | 24961/33666 [15:26<05:23, 26.94it/s, loss=3.52, v_num=0]
    Epoch 2:  74%|███████▍  | 24962/33666 [15:26<05:23, 26.94it/s, loss=3.52, v_num=0]
    Epoch 2:  74%|███████▍  | 24962/33666 [15:26<05:23, 26.94it/s, loss=3.49, v_num=0]
    Epoch 2:  74%|███████▍  | 24963/33666 [15:26<05:23, 26.94it/s, loss=3.49, v_num=0]
    Epoch 2:  74%|███████▍  | 24963/33666 [15:26<05:23, 26.94it/s, loss=3.56, v_num=0]
    Epoch 2:  74%|███████▍  | 24964/33666 [15:26<05:22, 26.94it/s, loss=3.56, v_num=0]
    Epoch 2:  74%|███████▍  | 24964/33666 [15:26<05:22, 26.94it/s, loss=3.64, v_num=0]
    Epoch 2:  74%|███████▍  | 24965/33666 [15:26<05:22, 26.94it/s, loss=3.64, v_num=0]
    Epoch 2:  74%|███████▍  | 24965/33666 [15:26<05:22, 26.94it/s, loss=3.59, v_num=0]
    Epoch 2:  74%|███████▍  | 24966/33666 [15:26<05:22, 26.94it/s, loss=3.59, v_num=0]
    Epoch 2:  74%|███████▍  | 24966/33666 [15:26<05:22, 26.94it/s, loss=3.67, v_num=0]
    Epoch 2:  74%|███████▍  | 24967/33666 [15:26<05:22, 26.94it/s, loss=3.67, v_num=0]
    Epoch 2:  74%|███████▍  | 24967/33666 [15:26<05:22, 26.94it/s, loss=3.8, v_num=0] 
    Epoch 2:  74%|███████▍  | 24968/33666 [15:26<05:22, 26.94it/s, loss=3.8, v_num=0]
    Epoch 2:  74%|███████▍  | 24968/33666 [15:26<05:22, 26.94it/s, loss=3.78, v_num=0]
    Epoch 2:  74%|███████▍  | 24969/33666 [15:26<05:22, 26.94it/s, loss=3.78, v_num=0]
    Epoch 2:  74%|███████▍  | 24969/33666 [15:26<05:22, 26.94it/s, loss=3.66, v_num=0]
    Epoch 2:  74%|███████▍  | 24970/33666 [15:26<05:22, 26.94it/s, loss=3.66, v_num=0]
    Epoch 2:  74%|███████▍  | 24970/33666 [15:26<05:22, 26.94it/s, loss=3.61, v_num=0]
    Epoch 2:  74%|███████▍  | 24971/33666 [15:26<05:22, 26.94it/s, loss=3.61, v_num=0]
    Epoch 2:  74%|███████▍  | 24971/33666 [15:26<05:22, 26.94it/s, loss=3.5, v_num=0] 
    Epoch 2:  74%|███████▍  | 24972/33666 [15:26<05:22, 26.94it/s, loss=3.5, v_num=0]
    Epoch 2:  74%|███████▍  | 24972/33666 [15:26<05:22, 26.94it/s, loss=3.49, v_num=0]
    Epoch 2:  74%|███████▍  | 24973/33666 [15:26<05:22, 26.94it/s, loss=3.49, v_num=0]
    Epoch 2:  74%|███████▍  | 24973/33666 [15:26<05:22, 26.94it/s, loss=3.43, v_num=0]
    Epoch 2:  74%|███████▍  | 24974/33666 [15:26<05:22, 26.94it/s, loss=3.43, v_num=0]
    Epoch 2:  74%|███████▍  | 24974/33666 [15:26<05:22, 26.94it/s, loss=3.44, v_num=0]
    Epoch 2:  74%|███████▍  | 24975/33666 [15:26<05:22, 26.94it/s, loss=3.44, v_num=0]
    Epoch 2:  74%|███████▍  | 24975/33666 [15:26<05:22, 26.94it/s, loss=3.43, v_num=0]
    Epoch 2:  74%|███████▍  | 24976/33666 [15:26<05:22, 26.94it/s, loss=3.43, v_num=0]
    Epoch 2:  74%|███████▍  | 24976/33666 [15:26<05:22, 26.94it/s, loss=3.49, v_num=0]
    Epoch 2:  74%|███████▍  | 24977/33666 [15:27<05:22, 26.94it/s, loss=3.49, v_num=0]
    Epoch 2:  74%|███████▍  | 24977/33666 [15:27<05:22, 26.94it/s, loss=3.51, v_num=0]
    Epoch 2:  74%|███████▍  | 24978/33666 [15:27<05:22, 26.94it/s, loss=3.51, v_num=0]
    Epoch 2:  74%|███████▍  | 24978/33666 [15:27<05:22, 26.94it/s, loss=3.49, v_num=0]
    Epoch 2:  74%|███████▍  | 24979/33666 [15:27<05:22, 26.94it/s, loss=3.49, v_num=0]
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    Epoch 2:  75%|███████▍  | 25217/33666 [15:35<05:13, 26.96it/s, loss=3.26, v_num=0]
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    Epoch 2:  75%|███████▍  | 25218/33666 [15:35<05:13, 26.96it/s, loss=3.28, v_num=0]
    Epoch 2:  75%|███████▍  | 25219/33666 [15:35<05:13, 26.96it/s, loss=3.28, v_num=0]
    Epoch 2:  75%|███████▍  | 25219/33666 [15:35<05:13, 26.96it/s, loss=3.23, v_num=0]
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    Epoch 2:  75%|███████▍  | 25222/33666 [15:35<05:13, 26.96it/s, loss=3.23, v_num=0]
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    Epoch 2:  75%|███████▍  | 25223/33666 [15:35<05:13, 26.96it/s, loss=3.17, v_num=0]
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    Epoch 2:  75%|███████▍  | 25224/33666 [15:35<05:13, 26.96it/s, loss=3.15, v_num=0]
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    Epoch 2:  75%|███████▍  | 25225/33666 [15:35<05:13, 26.96it/s, loss=3.19, v_num=0]
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    Epoch 2:  75%|███████▍  | 25226/33666 [15:35<05:13, 26.96it/s, loss=3.24, v_num=0]
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    Epoch 2:  75%|███████▍  | 25228/33666 [15:35<05:13, 26.96it/s, loss=3.34, v_num=0]
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    Epoch 2:  75%|███████▍  | 25229/33666 [15:35<05:12, 26.96it/s, loss=3.29, v_num=0]
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    Epoch 2:  75%|███████▍  | 25230/33666 [15:35<05:12, 26.96it/s, loss=3.21, v_num=0]
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    Epoch 2:  75%|███████▍  | 25233/33666 [15:36<05:12, 26.96it/s, loss=3.12, v_num=0]
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    Epoch 2:  75%|███████▍  | 25234/33666 [15:36<05:12, 26.96it/s, loss=3.14, v_num=0]
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    Epoch 2:  75%|███████▍  | 25235/33666 [15:36<05:12, 26.96it/s, loss=3.17, v_num=0]
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    Epoch 2:  75%|███████▍  | 25236/33666 [15:36<05:12, 26.96it/s, loss=3.23, v_num=0]
    Epoch 2:  75%|███████▍  | 25237/33666 [15:36<05:12, 26.96it/s, loss=3.23, v_num=0]
    Epoch 2:  75%|███████▍  | 25237/33666 [15:36<05:12, 26.96it/s, loss=3.17, v_num=0]
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    Epoch 2:  75%|███████▍  | 25238/33666 [15:36<05:12, 26.96it/s, loss=3.1, v_num=0] 
    Epoch 2:  75%|███████▍  | 25239/33666 [15:36<05:12, 26.96it/s, loss=3.1, v_num=0]
    Epoch 2:  75%|███████▍  | 25239/33666 [15:36<05:12, 26.96it/s, loss=3.08, v_num=0]
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    Epoch 2:  75%|███████▍  | 25240/33666 [15:36<05:12, 26.96it/s, loss=3.14, v_num=0]
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    Epoch 2:  75%|███████▍  | 25243/33666 [15:36<05:12, 26.96it/s, loss=3.22, v_num=0]
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    Epoch 2:  75%|███████▍  | 25244/33666 [15:36<05:12, 26.96it/s, loss=3.17, v_num=0]
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    Epoch 2:  75%|███████▍  | 25245/33666 [15:36<05:12, 26.96it/s, loss=3.17, v_num=0]
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    Epoch 2:  75%|███████▍  | 25246/33666 [15:36<05:12, 26.96it/s, loss=3.2, v_num=0] 
    Epoch 2:  75%|███████▍  | 25247/33666 [15:36<05:12, 26.96it/s, loss=3.2, v_num=0]
    Epoch 2:  75%|███████▍  | 25247/33666 [15:36<05:12, 26.96it/s, loss=3.2, v_num=0]
    Epoch 2:  75%|███████▍  | 25248/33666 [15:36<05:12, 26.96it/s, loss=3.2, v_num=0]
    Epoch 2:  75%|███████▍  | 25248/33666 [15:36<05:12, 26.96it/s, loss=3.17, v_num=0]
    Epoch 2:  75%|███████▍  | 25249/33666 [15:36<05:12, 26.96it/s, loss=3.17, v_num=0]
    Epoch 2:  75%|███████▍  | 25249/33666 [15:36<05:12, 26.96it/s, loss=3.28, v_num=0]
    Epoch 2:  75%|███████▌  | 25250/33666 [15:36<05:12, 26.96it/s, loss=3.28, v_num=0]
    Epoch 2:  75%|███████▌  | 25250/33666 [15:36<05:12, 26.96it/s, loss=3.27, v_num=0]

    Validation: 0it [00:00, ?it/s]

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    Validation DataLoader 0:   0%|          | 2/8416 [00:00<01:48, 77.45it/s]
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    Validation DataLoader 0:   0%|          | 3/8416 [00:00<01:38, 85.83it/s]
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    Validation DataLoader 0:   0%|          | 4/8416 [00:00<01:28, 94.99it/s]
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    Validation DataLoader 0:   0%|          | 5/8416 [00:00<01:24, 99.67it/s]
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    Validation DataLoader 0:   0%|          | 6/8416 [00:00<01:21, 103.10it/s]
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    Validation DataLoader 0:   0%|          | 7/8416 [00:00<01:23, 100.73it/s]
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    Validation DataLoader 0:   0%|          | 9/8416 [00:00<01:21, 102.64it/s]
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    Validation DataLoader 0:   0%|          | 11/8416 [00:00<01:18, 107.55it/s]
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    Validation DataLoader 0:   0%|          | 13/8416 [00:00<01:15, 111.61it/s]
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    Validation DataLoader 0:   0%|          | 14/8416 [00:00<01:14, 113.22it/s]
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    Validation DataLoader 0:   0%|          | 15/8416 [00:00<01:13, 113.75it/s]
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    Validation DataLoader 0:   0%|          | 18/8416 [00:00<01:13, 114.78it/s]
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    Validation DataLoader 0:   0%|          | 19/8416 [00:00<01:12, 115.39it/s]
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    Validation DataLoader 0:   0%|          | 31/8416 [00:00<01:11, 117.32it/s]
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    Validation DataLoader 0:   0%|          | 32/8416 [00:00<01:11, 117.13it/s]
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    Validation DataLoader 0:   0%|          | 33/8416 [00:00<01:11, 116.96it/s]
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    Validation DataLoader 0:   0%|          | 34/8416 [00:00<01:11, 117.16it/s]
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    Validation DataLoader 0:   0%|          | 35/8416 [00:00<01:11, 117.43it/s]
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    Validation DataLoader 0:   0%|          | 36/8416 [00:00<01:11, 117.66it/s]
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    Validation DataLoader 0:   0%|          | 37/8416 [00:00<01:11, 117.91it/s]
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    Validation DataLoader 0:   0%|          | 38/8416 [00:00<01:10, 118.15it/s]
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    Validation DataLoader 0:   0%|          | 39/8416 [00:00<01:10, 118.24it/s]
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    Validation DataLoader 0:   0%|          | 40/8416 [00:00<01:10, 117.99it/s]
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    Validation DataLoader 0:   0%|          | 41/8416 [00:00<01:11, 117.91it/s]
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    Validation DataLoader 0:   0%|          | 42/8416 [00:00<01:10, 118.02it/s]
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    Validation DataLoader 0:   1%|          | 43/8416 [00:00<01:10, 118.18it/s]
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    Validation DataLoader 0:   1%|          | 44/8416 [00:00<01:10, 118.29it/s]
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    Validation DataLoader 0:   1%|          | 45/8416 [00:00<01:11, 117.81it/s]
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    Validation DataLoader 0:   1%|          | 46/8416 [00:00<01:10, 117.90it/s]
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    Validation DataLoader 0:   1%|          | 47/8416 [00:00<01:10, 117.91it/s]
    Epoch 2:  75%|███████▌  | 25297/33666 [15:37<05:10, 26.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 48/8416 [00:00<01:11, 117.68it/s]
    Epoch 2:  75%|███████▌  | 25298/33666 [15:37<05:10, 26.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 49/8416 [00:00<01:11, 117.61it/s]
    Epoch 2:  75%|███████▌  | 25299/33666 [15:37<05:10, 26.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 50/8416 [00:00<01:11, 117.72it/s]
    Epoch 2:  75%|███████▌  | 25300/33666 [15:37<05:10, 26.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 51/8416 [00:00<01:10, 117.84it/s]
    Epoch 2:  75%|███████▌  | 25301/33666 [15:37<05:10, 26.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 52/8416 [00:00<01:10, 118.02it/s]
    Epoch 2:  75%|███████▌  | 25302/33666 [15:37<05:10, 26.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 53/8416 [00:00<01:10, 118.18it/s]
    Epoch 2:  75%|███████▌  | 25303/33666 [15:37<05:09, 26.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 54/8416 [00:00<01:10, 118.33it/s]
    Epoch 2:  75%|███████▌  | 25304/33666 [15:37<05:09, 26.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 55/8416 [00:00<01:10, 118.41it/s]
    Epoch 2:  75%|███████▌  | 25305/33666 [15:37<05:09, 26.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 56/8416 [00:00<01:10, 118.23it/s]
    Epoch 2:  75%|███████▌  | 25306/33666 [15:37<05:09, 26.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 57/8416 [00:00<01:11, 117.19it/s]
    Epoch 2:  75%|███████▌  | 25307/33666 [15:37<05:09, 26.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 58/8416 [00:00<01:11, 117.24it/s]
    Epoch 2:  75%|███████▌  | 25308/33666 [15:37<05:09, 26.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 59/8416 [00:00<01:11, 117.31it/s]
    Epoch 2:  75%|███████▌  | 25309/33666 [15:37<05:09, 26.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 60/8416 [00:00<01:11, 117.48it/s]
    Epoch 2:  75%|███████▌  | 25310/33666 [15:37<05:09, 26.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 61/8416 [00:00<01:11, 117.61it/s]
    Epoch 2:  75%|███████▌  | 25311/33666 [15:37<05:09, 26.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 62/8416 [00:00<01:10, 117.76it/s]
    Epoch 2:  75%|███████▌  | 25312/33666 [15:37<05:09, 26.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 63/8416 [00:00<01:10, 117.84it/s]
    Epoch 2:  75%|███████▌  | 25313/33666 [15:37<05:09, 26.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 64/8416 [00:00<01:10, 117.75it/s]
    Epoch 2:  75%|███████▌  | 25314/33666 [15:37<05:09, 26.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 65/8416 [00:00<01:10, 117.67it/s]
    Epoch 2:  75%|███████▌  | 25315/33666 [15:37<05:09, 26.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 66/8416 [00:00<01:11, 117.55it/s]
    Epoch 2:  75%|███████▌  | 25316/33666 [15:37<05:09, 26.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 67/8416 [00:00<01:10, 117.66it/s]
    Epoch 2:  75%|███████▌  | 25317/33666 [15:38<05:09, 26.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 68/8416 [00:00<01:10, 117.80it/s]
    Epoch 2:  75%|███████▌  | 25318/33666 [15:38<05:09, 26.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 69/8416 [00:00<01:10, 117.93it/s]
    Epoch 2:  75%|███████▌  | 25319/33666 [15:38<05:09, 26.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 70/8416 [00:00<01:10, 118.04it/s]
    Epoch 2:  75%|███████▌  | 25320/33666 [15:38<05:09, 26.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 71/8416 [00:00<01:10, 118.13it/s]
    Epoch 2:  75%|███████▌  | 25321/33666 [15:38<05:09, 26.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 72/8416 [00:00<01:10, 118.06it/s]
    Epoch 2:  75%|███████▌  | 25322/33666 [15:38<05:09, 26.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 73/8416 [00:00<01:10, 117.98it/s]
    Epoch 2:  75%|███████▌  | 25323/33666 [15:38<05:09, 27.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 74/8416 [00:00<01:10, 118.05it/s]
    Epoch 2:  75%|███████▌  | 25324/33666 [15:38<05:09, 27.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 75/8416 [00:00<01:10, 118.16it/s]
    Epoch 2:  75%|███████▌  | 25325/33666 [15:38<05:08, 27.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 76/8416 [00:00<01:10, 118.28it/s]
    Epoch 2:  75%|███████▌  | 25326/33666 [15:38<05:08, 27.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 77/8416 [00:00<01:10, 118.33it/s]
    Epoch 2:  75%|███████▌  | 25327/33666 [15:38<05:08, 27.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 78/8416 [00:00<01:10, 118.39it/s]
    Epoch 2:  75%|███████▌  | 25328/33666 [15:38<05:08, 27.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 79/8416 [00:00<01:10, 118.40it/s]
    Epoch 2:  75%|███████▌  | 25329/33666 [15:38<05:08, 27.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 80/8416 [00:00<01:10, 118.26it/s]
    Epoch 2:  75%|███████▌  | 25330/33666 [15:38<05:08, 27.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 81/8416 [00:00<01:10, 118.15it/s]
    Epoch 2:  75%|███████▌  | 25331/33666 [15:38<05:08, 27.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 82/8416 [00:00<01:10, 118.14it/s]
    Epoch 2:  75%|███████▌  | 25332/33666 [15:38<05:08, 27.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 83/8416 [00:00<01:10, 118.23it/s]
    Epoch 2:  75%|███████▌  | 25333/33666 [15:38<05:08, 27.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 84/8416 [00:00<01:10, 118.33it/s]
    Epoch 2:  75%|███████▌  | 25334/33666 [15:38<05:08, 27.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 85/8416 [00:00<01:10, 118.43it/s]
    Epoch 2:  75%|███████▌  | 25335/33666 [15:38<05:08, 27.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 86/8416 [00:00<01:10, 118.52it/s]
    Epoch 2:  75%|███████▌  | 25336/33666 [15:38<05:08, 27.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 87/8416 [00:00<01:10, 118.59it/s]
    Epoch 2:  75%|███████▌  | 25337/33666 [15:38<05:08, 27.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 88/8416 [00:00<01:10, 118.52it/s]
    Epoch 2:  75%|███████▌  | 25338/33666 [15:38<05:08, 27.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 89/8416 [00:00<01:10, 118.47it/s]
    Epoch 2:  75%|███████▌  | 25339/33666 [15:38<05:08, 27.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 90/8416 [00:00<01:10, 118.50it/s]
    Epoch 2:  75%|███████▌  | 25340/33666 [15:38<05:08, 27.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 91/8416 [00:00<01:10, 118.60it/s]
    Epoch 2:  75%|███████▌  | 25341/33666 [15:38<05:08, 27.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 92/8416 [00:00<01:10, 118.68it/s]
    Epoch 2:  75%|███████▌  | 25342/33666 [15:38<05:08, 27.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 93/8416 [00:00<01:10, 118.77it/s]
    Epoch 2:  75%|███████▌  | 25343/33666 [15:38<05:08, 27.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 94/8416 [00:00<01:10, 118.85it/s]
    Epoch 2:  75%|███████▌  | 25344/33666 [15:38<05:08, 27.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 95/8416 [00:00<01:09, 118.90it/s]
    Epoch 2:  75%|███████▌  | 25345/33666 [15:38<05:08, 27.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 96/8416 [00:00<01:10, 118.84it/s]
    Epoch 2:  75%|███████▌  | 25346/33666 [15:38<05:07, 27.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 97/8416 [00:00<01:10, 118.78it/s]
    Epoch 2:  75%|███████▌  | 25347/33666 [15:38<05:07, 27.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 98/8416 [00:00<01:10, 118.82it/s]
    Epoch 2:  75%|███████▌  | 25348/33666 [15:38<05:07, 27.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 99/8416 [00:00<01:09, 118.89it/s]
    Epoch 2:  75%|███████▌  | 25349/33666 [15:38<05:07, 27.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 100/8416 [00:00<01:09, 118.95it/s]
    Epoch 2:  75%|███████▌  | 25350/33666 [15:38<05:07, 27.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 101/8416 [00:00<01:09, 119.03it/s]
    Epoch 2:  75%|███████▌  | 25351/33666 [15:38<05:07, 27.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 102/8416 [00:00<01:09, 119.11it/s]
    Epoch 2:  75%|███████▌  | 25352/33666 [15:38<05:07, 27.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 103/8416 [00:00<01:09, 119.14it/s]
    Epoch 2:  75%|███████▌  | 25353/33666 [15:38<05:07, 27.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 104/8416 [00:00<01:09, 119.08it/s]
    Epoch 2:  75%|███████▌  | 25354/33666 [15:38<05:07, 27.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|          | 105/8416 [00:00<01:09, 119.04it/s]
    Epoch 2:  75%|███████▌  | 25355/33666 [15:38<05:07, 27.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|▏         | 106/8416 [00:00<01:09, 119.06it/s]
    Epoch 2:  75%|███████▌  | 25356/33666 [15:38<05:07, 27.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|▏         | 107/8416 [00:00<01:09, 119.13it/s]
    Epoch 2:  75%|███████▌  | 25357/33666 [15:38<05:07, 27.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|▏         | 108/8416 [00:00<01:09, 119.19it/s]
    Epoch 2:  75%|███████▌  | 25358/33666 [15:38<05:07, 27.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|▏         | 109/8416 [00:00<01:09, 119.26it/s]
    Epoch 2:  75%|███████▌  | 25359/33666 [15:38<05:07, 27.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|▏         | 110/8416 [00:00<01:09, 119.33it/s]
    Epoch 2:  75%|███████▌  | 25360/33666 [15:38<05:07, 27.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|▏         | 111/8416 [00:00<01:09, 119.38it/s]
    Epoch 2:  75%|███████▌  | 25361/33666 [15:38<05:07, 27.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|▏         | 112/8416 [00:00<01:09, 119.34it/s]
    Epoch 2:  75%|███████▌  | 25362/33666 [15:38<05:07, 27.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|▏         | 113/8416 [00:00<01:09, 119.29it/s]
    Epoch 2:  75%|███████▌  | 25363/33666 [15:38<05:07, 27.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|▏         | 114/8416 [00:00<01:09, 119.30it/s]
    Epoch 2:  75%|███████▌  | 25364/33666 [15:38<05:07, 27.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|▏         | 115/8416 [00:00<01:09, 119.36it/s]
    Epoch 2:  75%|███████▌  | 25365/33666 [15:38<05:07, 27.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|▏         | 116/8416 [00:00<01:09, 119.42it/s]
    Epoch 2:  75%|███████▌  | 25366/33666 [15:38<05:07, 27.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|▏         | 117/8416 [00:00<01:09, 119.49it/s]
    Epoch 2:  75%|███████▌  | 25367/33666 [15:38<05:07, 27.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|▏         | 118/8416 [00:00<01:09, 119.55it/s]
    Epoch 2:  75%|███████▌  | 25368/33666 [15:38<05:06, 27.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|▏         | 119/8416 [00:00<01:09, 119.58it/s]
    Epoch 2:  75%|███████▌  | 25369/33666 [15:38<05:06, 27.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|▏         | 120/8416 [00:01<01:09, 119.54it/s]
    Epoch 2:  75%|███████▌  | 25370/33666 [15:38<05:06, 27.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|▏         | 121/8416 [00:01<01:09, 119.50it/s]
    Epoch 2:  75%|███████▌  | 25371/33666 [15:38<05:06, 27.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|▏         | 122/8416 [00:01<01:09, 119.52it/s]
    Epoch 2:  75%|███████▌  | 25372/33666 [15:38<05:06, 27.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|▏         | 123/8416 [00:01<01:09, 119.57it/s]
    Epoch 2:  75%|███████▌  | 25373/33666 [15:38<05:06, 27.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|▏         | 124/8416 [00:01<01:09, 119.62it/s]
    Epoch 2:  75%|███████▌  | 25374/33666 [15:38<05:06, 27.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|▏         | 125/8416 [00:01<01:09, 119.67it/s]
    Epoch 2:  75%|███████▌  | 25375/33666 [15:38<05:06, 27.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   1%|▏         | 126/8416 [00:01<01:09, 119.73it/s]
    Epoch 2:  75%|███████▌  | 25376/33666 [15:38<05:06, 27.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 127/8416 [00:01<01:09, 119.76it/s]
    Epoch 2:  75%|███████▌  | 25377/33666 [15:38<05:06, 27.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 128/8416 [00:01<01:09, 119.70it/s]
    Epoch 2:  75%|███████▌  | 25378/33666 [15:38<05:06, 27.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 129/8416 [00:01<01:09, 119.63it/s]
    Epoch 2:  75%|███████▌  | 25379/33666 [15:38<05:06, 27.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 130/8416 [00:01<01:09, 119.53it/s]
    Epoch 2:  75%|███████▌  | 25380/33666 [15:38<05:06, 27.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 131/8416 [00:01<01:09, 119.58it/s]
    Epoch 2:  75%|███████▌  | 25381/33666 [15:38<05:06, 27.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 132/8416 [00:01<01:09, 119.64it/s]
    Epoch 2:  75%|███████▌  | 25382/33666 [15:38<05:06, 27.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 133/8416 [00:01<01:09, 119.69it/s]
    Epoch 2:  75%|███████▌  | 25383/33666 [15:38<05:06, 27.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 134/8416 [00:01<01:09, 119.76it/s]
    Epoch 2:  75%|███████▌  | 25384/33666 [15:38<05:06, 27.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 135/8416 [00:01<01:09, 119.79it/s]
    Epoch 2:  75%|███████▌  | 25385/33666 [15:38<05:06, 27.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 136/8416 [00:01<01:09, 119.75it/s]
    Epoch 2:  75%|███████▌  | 25386/33666 [15:38<05:06, 27.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 137/8416 [00:01<01:09, 119.71it/s]
    Epoch 2:  75%|███████▌  | 25387/33666 [15:38<05:06, 27.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 138/8416 [00:01<01:09, 119.73it/s]
    Epoch 2:  75%|███████▌  | 25388/33666 [15:38<05:06, 27.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 139/8416 [00:01<01:09, 119.77it/s]
    Epoch 2:  75%|███████▌  | 25389/33666 [15:38<05:05, 27.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 140/8416 [00:01<01:09, 119.83it/s]
    Epoch 2:  75%|███████▌  | 25390/33666 [15:38<05:05, 27.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 141/8416 [00:01<01:09, 119.88it/s]
    Epoch 2:  75%|███████▌  | 25391/33666 [15:38<05:05, 27.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 142/8416 [00:01<01:08, 119.93it/s]
    Epoch 2:  75%|███████▌  | 25392/33666 [15:38<05:05, 27.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 143/8416 [00:01<01:08, 119.96it/s]
    Epoch 2:  75%|███████▌  | 25393/33666 [15:38<05:05, 27.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 144/8416 [00:01<01:08, 119.90it/s]
    Epoch 2:  75%|███████▌  | 25394/33666 [15:38<05:05, 27.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 145/8416 [00:01<01:09, 119.86it/s]
    Epoch 2:  75%|███████▌  | 25395/33666 [15:38<05:05, 27.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 146/8416 [00:01<01:08, 119.88it/s]
    Epoch 2:  75%|███████▌  | 25396/33666 [15:38<05:05, 27.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 147/8416 [00:01<01:08, 119.93it/s]
    Epoch 2:  75%|███████▌  | 25397/33666 [15:38<05:05, 27.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 148/8416 [00:01<01:08, 119.97it/s]
    Epoch 2:  75%|███████▌  | 25398/33666 [15:38<05:05, 27.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 149/8416 [00:01<01:08, 120.02it/s]
    Epoch 2:  75%|███████▌  | 25399/33666 [15:38<05:05, 27.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 150/8416 [00:01<01:08, 120.06it/s]
    Epoch 2:  75%|███████▌  | 25400/33666 [15:38<05:05, 27.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 151/8416 [00:01<01:08, 120.09it/s]
    Epoch 2:  75%|███████▌  | 25401/33666 [15:38<05:05, 27.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 152/8416 [00:01<01:08, 120.03it/s]
    Epoch 2:  75%|███████▌  | 25402/33666 [15:38<05:05, 27.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 153/8416 [00:01<01:08, 120.00it/s]
    Epoch 2:  75%|███████▌  | 25403/33666 [15:38<05:05, 27.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 154/8416 [00:01<01:08, 120.02it/s]
    Epoch 2:  75%|███████▌  | 25404/33666 [15:38<05:05, 27.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 155/8416 [00:01<01:08, 120.06it/s]
    Epoch 2:  75%|███████▌  | 25405/33666 [15:38<05:05, 27.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 156/8416 [00:01<01:08, 120.09it/s]
    Epoch 2:  75%|███████▌  | 25406/33666 [15:38<05:05, 27.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 157/8416 [00:01<01:08, 120.14it/s]
    Epoch 2:  75%|███████▌  | 25407/33666 [15:38<05:05, 27.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 158/8416 [00:01<01:08, 120.18it/s]
    Epoch 2:  75%|███████▌  | 25408/33666 [15:38<05:05, 27.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 159/8416 [00:01<01:08, 120.19it/s]
    Epoch 2:  75%|███████▌  | 25409/33666 [15:38<05:05, 27.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 160/8416 [00:01<01:08, 120.14it/s]
    Epoch 2:  75%|███████▌  | 25410/33666 [15:38<05:05, 27.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 161/8416 [00:01<01:08, 120.11it/s]
    Epoch 2:  75%|███████▌  | 25411/33666 [15:38<05:04, 27.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 162/8416 [00:01<01:08, 120.11it/s]
    Epoch 2:  75%|███████▌  | 25412/33666 [15:38<05:04, 27.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 163/8416 [00:01<01:08, 120.15it/s]
    Epoch 2:  75%|███████▌  | 25413/33666 [15:38<05:04, 27.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 164/8416 [00:01<01:08, 120.19it/s]
    Epoch 2:  75%|███████▌  | 25414/33666 [15:38<05:04, 27.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 165/8416 [00:01<01:08, 120.23it/s]
    Epoch 2:  75%|███████▌  | 25415/33666 [15:38<05:04, 27.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 166/8416 [00:01<01:08, 120.27it/s]
    Epoch 2:  75%|███████▌  | 25416/33666 [15:38<05:04, 27.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 167/8416 [00:01<01:08, 120.29it/s]
    Epoch 2:  75%|███████▌  | 25417/33666 [15:38<05:04, 27.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 168/8416 [00:01<01:08, 120.24it/s]
    Epoch 2:  76%|███████▌  | 25418/33666 [15:38<05:04, 27.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 169/8416 [00:01<01:08, 120.20it/s]
    Epoch 2:  76%|███████▌  | 25419/33666 [15:38<05:04, 27.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 170/8416 [00:01<01:08, 120.22it/s]
    Epoch 2:  76%|███████▌  | 25420/33666 [15:38<05:04, 27.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 171/8416 [00:01<01:08, 120.25it/s]
    Epoch 2:  76%|███████▌  | 25421/33666 [15:38<05:04, 27.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 172/8416 [00:01<01:08, 120.29it/s]
    Epoch 2:  76%|███████▌  | 25422/33666 [15:38<05:04, 27.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 173/8416 [00:01<01:08, 120.33it/s]
    Epoch 2:  76%|███████▌  | 25423/33666 [15:38<05:04, 27.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 174/8416 [00:01<01:08, 120.37it/s]
    Epoch 2:  76%|███████▌  | 25424/33666 [15:38<05:04, 27.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 175/8416 [00:01<01:08, 120.39it/s]
    Epoch 2:  76%|███████▌  | 25425/33666 [15:38<05:04, 27.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 176/8416 [00:01<01:08, 120.13it/s]
    Epoch 2:  76%|███████▌  | 25426/33666 [15:38<05:04, 27.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 177/8416 [00:01<01:08, 120.07it/s]
    Epoch 2:  76%|███████▌  | 25427/33666 [15:38<05:04, 27.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 178/8416 [00:01<01:08, 120.07it/s]
    Epoch 2:  76%|███████▌  | 25428/33666 [15:38<05:04, 27.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 179/8416 [00:01<01:08, 120.08it/s]
    Epoch 2:  76%|███████▌  | 25429/33666 [15:38<05:04, 27.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 180/8416 [00:01<01:08, 120.10it/s]
    Epoch 2:  76%|███████▌  | 25430/33666 [15:38<05:04, 27.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 181/8416 [00:01<01:08, 120.11it/s]
    Epoch 2:  76%|███████▌  | 25431/33666 [15:38<05:04, 27.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 182/8416 [00:01<01:08, 120.15it/s]
    Epoch 2:  76%|███████▌  | 25432/33666 [15:38<05:04, 27.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 183/8416 [00:01<01:08, 120.16it/s]
    Epoch 2:  76%|███████▌  | 25433/33666 [15:38<05:03, 27.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 184/8416 [00:01<01:08, 119.93it/s]
    Epoch 2:  76%|███████▌  | 25434/33666 [15:38<05:03, 27.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 185/8416 [00:01<01:08, 119.85it/s]
    Epoch 2:  76%|███████▌  | 25435/33666 [15:38<05:03, 27.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 186/8416 [00:01<01:08, 119.85it/s]
    Epoch 2:  76%|███████▌  | 25436/33666 [15:38<05:03, 27.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 187/8416 [00:01<01:08, 119.86it/s]
    Epoch 2:  76%|███████▌  | 25437/33666 [15:38<05:03, 27.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 188/8416 [00:01<01:08, 119.88it/s]
    Epoch 2:  76%|███████▌  | 25438/33666 [15:39<05:03, 27.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 189/8416 [00:01<01:08, 119.91it/s]
    Epoch 2:  76%|███████▌  | 25439/33666 [15:39<05:03, 27.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 190/8416 [00:01<01:08, 119.94it/s]
    Epoch 2:  76%|███████▌  | 25440/33666 [15:39<05:03, 27.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 191/8416 [00:01<01:08, 119.96it/s]
    Epoch 2:  76%|███████▌  | 25441/33666 [15:39<05:03, 27.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 192/8416 [00:01<01:08, 119.76it/s]
    Epoch 2:  76%|███████▌  | 25442/33666 [15:39<05:03, 27.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 193/8416 [00:01<01:08, 119.68it/s]
    Epoch 2:  76%|███████▌  | 25443/33666 [15:39<05:03, 27.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 194/8416 [00:01<01:08, 119.61it/s]
    Epoch 2:  76%|███████▌  | 25444/33666 [15:39<05:03, 27.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 195/8416 [00:01<01:08, 119.62it/s]
    Epoch 2:  76%|███████▌  | 25445/33666 [15:39<05:03, 27.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 196/8416 [00:01<01:08, 119.66it/s]
    Epoch 2:  76%|███████▌  | 25446/33666 [15:39<05:03, 27.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 197/8416 [00:01<01:08, 119.69it/s]
    Epoch 2:  76%|███████▌  | 25447/33666 [15:39<05:03, 27.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 198/8416 [00:01<01:08, 119.73it/s]
    Epoch 2:  76%|███████▌  | 25448/33666 [15:39<05:03, 27.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 199/8416 [00:01<01:08, 119.75it/s]
    Epoch 2:  76%|███████▌  | 25449/33666 [15:39<05:03, 27.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 200/8416 [00:01<01:08, 119.54it/s]
    Epoch 2:  76%|███████▌  | 25450/33666 [15:39<05:03, 27.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 201/8416 [00:01<01:08, 119.49it/s]
    Epoch 2:  76%|███████▌  | 25451/33666 [15:39<05:03, 27.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 202/8416 [00:01<01:08, 119.50it/s]
    Epoch 2:  76%|███████▌  | 25452/33666 [15:39<05:03, 27.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 203/8416 [00:01<01:08, 119.51it/s]
    Epoch 2:  76%|███████▌  | 25453/33666 [15:39<05:03, 27.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 204/8416 [00:01<01:08, 119.53it/s]
    Epoch 2:  76%|███████▌  | 25454/33666 [15:39<05:02, 27.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 205/8416 [00:01<01:08, 119.54it/s]
    Epoch 2:  76%|███████▌  | 25455/33666 [15:39<05:02, 27.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 206/8416 [00:01<01:08, 119.58it/s]
    Epoch 2:  76%|███████▌  | 25456/33666 [15:39<05:02, 27.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 207/8416 [00:01<01:08, 119.60it/s]
    Epoch 2:  76%|███████▌  | 25457/33666 [15:39<05:02, 27.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 208/8416 [00:01<01:08, 119.42it/s]
    Epoch 2:  76%|███████▌  | 25458/33666 [15:39<05:02, 27.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 209/8416 [00:01<01:08, 119.36it/s]
    Epoch 2:  76%|███████▌  | 25459/33666 [15:39<05:02, 27.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   2%|▏         | 210/8416 [00:01<01:08, 119.36it/s]
    Epoch 2:  76%|███████▌  | 25460/33666 [15:39<05:02, 27.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 211/8416 [00:01<01:08, 119.37it/s]
    Epoch 2:  76%|███████▌  | 25461/33666 [15:39<05:02, 27.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 212/8416 [00:01<01:08, 119.39it/s]
    Epoch 2:  76%|███████▌  | 25462/33666 [15:39<05:02, 27.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 213/8416 [00:01<01:08, 119.41it/s]
    Epoch 2:  76%|███████▌  | 25463/33666 [15:39<05:02, 27.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 214/8416 [00:01<01:08, 119.42it/s]
    Epoch 2:  76%|███████▌  | 25464/33666 [15:39<05:02, 27.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 215/8416 [00:01<01:08, 119.44it/s]
    Epoch 2:  76%|███████▌  | 25465/33666 [15:39<05:02, 27.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 216/8416 [00:01<01:08, 119.25it/s]
    Epoch 2:  76%|███████▌  | 25466/33666 [15:39<05:02, 27.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 217/8416 [00:01<01:08, 119.20it/s]
    Epoch 2:  76%|███████▌  | 25467/33666 [15:39<05:02, 27.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 218/8416 [00:01<01:08, 119.21it/s]
    Epoch 2:  76%|███████▌  | 25468/33666 [15:39<05:02, 27.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 219/8416 [00:01<01:08, 119.22it/s]
    Epoch 2:  76%|███████▌  | 25469/33666 [15:39<05:02, 27.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 220/8416 [00:01<01:08, 119.24it/s]
    Epoch 2:  76%|███████▌  | 25470/33666 [15:39<05:02, 27.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 221/8416 [00:01<01:08, 119.24it/s]
    Epoch 2:  76%|███████▌  | 25471/33666 [15:39<05:02, 27.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 222/8416 [00:01<01:08, 119.28it/s]
    Epoch 2:  76%|███████▌  | 25472/33666 [15:39<05:02, 27.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 223/8416 [00:01<01:08, 119.30it/s]
    Epoch 2:  76%|███████▌  | 25473/33666 [15:39<05:02, 27.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 224/8416 [00:01<01:08, 119.12it/s]
    Epoch 2:  76%|███████▌  | 25474/33666 [15:39<05:02, 27.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 225/8416 [00:01<01:08, 119.06it/s]
    Epoch 2:  76%|███████▌  | 25475/33666 [15:39<05:02, 27.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 226/8416 [00:01<01:08, 119.07it/s]
    Epoch 2:  76%|███████▌  | 25476/33666 [15:39<05:01, 27.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 227/8416 [00:01<01:08, 119.08it/s]
    Epoch 2:  76%|███████▌  | 25477/33666 [15:39<05:01, 27.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 228/8416 [00:01<01:08, 119.09it/s]
    Epoch 2:  76%|███████▌  | 25478/33666 [15:39<05:01, 27.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 229/8416 [00:01<01:08, 119.11it/s]
    Epoch 2:  76%|███████▌  | 25479/33666 [15:39<05:01, 27.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 230/8416 [00:01<01:08, 119.12it/s]
    Epoch 2:  76%|███████▌  | 25480/33666 [15:39<05:01, 27.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 231/8416 [00:01<01:08, 119.12it/s]
    Epoch 2:  76%|███████▌  | 25481/33666 [15:39<05:01, 27.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 232/8416 [00:01<01:08, 119.07it/s]
    Epoch 2:  76%|███████▌  | 25482/33666 [15:39<05:01, 27.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 233/8416 [00:01<01:08, 119.04it/s]
    Epoch 2:  76%|███████▌  | 25483/33666 [15:39<05:01, 27.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 234/8416 [00:01<01:08, 119.05it/s]
    Epoch 2:  76%|███████▌  | 25484/33666 [15:39<05:01, 27.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 235/8416 [00:01<01:08, 119.07it/s]
    Epoch 2:  76%|███████▌  | 25485/33666 [15:39<05:01, 27.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 236/8416 [00:01<01:08, 119.09it/s]
    Epoch 2:  76%|███████▌  | 25486/33666 [15:39<05:01, 27.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 237/8416 [00:01<01:08, 119.12it/s]
    Epoch 2:  76%|███████▌  | 25487/33666 [15:39<05:01, 27.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 238/8416 [00:01<01:08, 119.15it/s]
    Epoch 2:  76%|███████▌  | 25488/33666 [15:39<05:01, 27.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 239/8416 [00:02<01:08, 119.14it/s]
    Epoch 2:  76%|███████▌  | 25489/33666 [15:39<05:01, 27.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 240/8416 [00:02<01:08, 119.02it/s]
    Epoch 2:  76%|███████▌  | 25490/33666 [15:39<05:01, 27.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 241/8416 [00:02<01:08, 119.02it/s]
    Epoch 2:  76%|███████▌  | 25491/33666 [15:39<05:01, 27.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 242/8416 [00:02<01:08, 119.04it/s]
    Epoch 2:  76%|███████▌  | 25492/33666 [15:39<05:01, 27.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 243/8416 [00:02<01:08, 119.05it/s]
    Epoch 2:  76%|███████▌  | 25493/33666 [15:39<05:01, 27.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 244/8416 [00:02<01:08, 119.06it/s]
    Epoch 2:  76%|███████▌  | 25494/33666 [15:39<05:01, 27.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 245/8416 [00:02<01:08, 119.09it/s]
    Epoch 2:  76%|███████▌  | 25495/33666 [15:39<05:01, 27.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 246/8416 [00:02<01:08, 119.12it/s]
    Epoch 2:  76%|███████▌  | 25496/33666 [15:39<05:01, 27.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 247/8416 [00:02<01:08, 119.14it/s]
    Epoch 2:  76%|███████▌  | 25497/33666 [15:39<05:01, 27.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 248/8416 [00:02<01:08, 118.98it/s]
    Epoch 2:  76%|███████▌  | 25498/33666 [15:39<05:00, 27.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 249/8416 [00:02<01:08, 118.94it/s]
    Epoch 2:  76%|███████▌  | 25499/33666 [15:39<05:00, 27.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 250/8416 [00:02<01:08, 118.95it/s]
    Epoch 2:  76%|███████▌  | 25500/33666 [15:39<05:00, 27.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 251/8416 [00:02<01:08, 118.96it/s]
    Epoch 2:  76%|███████▌  | 25501/33666 [15:39<05:00, 27.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 252/8416 [00:02<01:08, 118.98it/s]
    Epoch 2:  76%|███████▌  | 25502/33666 [15:39<05:00, 27.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 253/8416 [00:02<01:08, 118.99it/s]
    Epoch 2:  76%|███████▌  | 25503/33666 [15:39<05:00, 27.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 254/8416 [00:02<01:08, 119.00it/s]
    Epoch 2:  76%|███████▌  | 25504/33666 [15:39<05:00, 27.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 255/8416 [00:02<01:08, 119.02it/s]
    Epoch 2:  76%|███████▌  | 25505/33666 [15:39<05:00, 27.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 256/8416 [00:02<01:08, 118.86it/s]
    Epoch 2:  76%|███████▌  | 25506/33666 [15:39<05:00, 27.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 257/8416 [00:02<01:08, 118.82it/s]
    Epoch 2:  76%|███████▌  | 25507/33666 [15:39<05:00, 27.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 258/8416 [00:02<01:08, 118.78it/s]
    Epoch 2:  76%|███████▌  | 25508/33666 [15:39<05:00, 27.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 259/8416 [00:02<01:08, 118.79it/s]
    Epoch 2:  76%|███████▌  | 25509/33666 [15:39<05:00, 27.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 260/8416 [00:02<01:08, 118.82it/s]
    Epoch 2:  76%|███████▌  | 25510/33666 [15:39<05:00, 27.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 261/8416 [00:02<01:08, 118.85it/s]
    Epoch 2:  76%|███████▌  | 25511/33666 [15:39<05:00, 27.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 262/8416 [00:02<01:08, 118.88it/s]
    Epoch 2:  76%|███████▌  | 25512/33666 [15:39<05:00, 27.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 263/8416 [00:02<01:08, 118.90it/s]
    Epoch 2:  76%|███████▌  | 25513/33666 [15:39<05:00, 27.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 264/8416 [00:02<01:08, 118.75it/s]
    Epoch 2:  76%|███████▌  | 25514/33666 [15:39<05:00, 27.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 265/8416 [00:02<01:08, 118.51it/s]
    Epoch 2:  76%|███████▌  | 25515/33666 [15:39<05:00, 27.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 266/8416 [00:02<01:08, 118.44it/s]
    Epoch 2:  76%|███████▌  | 25516/33666 [15:39<05:00, 27.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 267/8416 [00:02<01:08, 118.47it/s]
    Epoch 2:  76%|███████▌  | 25517/33666 [15:39<05:00, 27.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 268/8416 [00:02<01:08, 118.50it/s]
    Epoch 2:  76%|███████▌  | 25518/33666 [15:39<05:00, 27.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 269/8416 [00:02<01:08, 118.53it/s]
    Epoch 2:  76%|███████▌  | 25519/33666 [15:39<05:00, 27.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 270/8416 [00:02<01:08, 118.56it/s]
    Epoch 2:  76%|███████▌  | 25520/33666 [15:39<04:59, 27.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 271/8416 [00:02<01:08, 118.59it/s]
    Epoch 2:  76%|███████▌  | 25521/33666 [15:39<04:59, 27.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 272/8416 [00:02<01:08, 118.62it/s]
    Epoch 2:  76%|███████▌  | 25522/33666 [15:39<04:59, 27.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 273/8416 [00:02<01:08, 118.65it/s]
    Epoch 2:  76%|███████▌  | 25523/33666 [15:39<04:59, 27.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 274/8416 [00:02<01:08, 118.69it/s]
    Epoch 2:  76%|███████▌  | 25524/33666 [15:39<04:59, 27.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 275/8416 [00:02<01:08, 118.71it/s]
    Epoch 2:  76%|███████▌  | 25525/33666 [15:39<04:59, 27.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 276/8416 [00:02<01:08, 118.74it/s]
    Epoch 2:  76%|███████▌  | 25526/33666 [15:39<04:59, 27.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 277/8416 [00:02<01:08, 118.77it/s]
    Epoch 2:  76%|███████▌  | 25527/33666 [15:39<04:59, 27.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 278/8416 [00:02<01:08, 118.79it/s]
    Epoch 2:  76%|███████▌  | 25528/33666 [15:39<04:59, 27.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 279/8416 [00:02<01:08, 118.82it/s]
    Epoch 2:  76%|███████▌  | 25529/33666 [15:39<04:59, 27.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 280/8416 [00:02<01:08, 118.85it/s]
    Epoch 2:  76%|███████▌  | 25530/33666 [15:39<04:59, 27.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 281/8416 [00:02<01:08, 118.87it/s]
    Epoch 2:  76%|███████▌  | 25531/33666 [15:39<04:59, 27.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 282/8416 [00:02<01:08, 118.90it/s]
    Epoch 2:  76%|███████▌  | 25532/33666 [15:39<04:59, 27.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 283/8416 [00:02<01:08, 118.93it/s]
    Epoch 2:  76%|███████▌  | 25533/33666 [15:39<04:59, 27.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 284/8416 [00:02<01:08, 118.95it/s]
    Epoch 2:  76%|███████▌  | 25534/33666 [15:39<04:59, 27.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 285/8416 [00:02<01:08, 118.98it/s]
    Epoch 2:  76%|███████▌  | 25535/33666 [15:39<04:59, 27.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 286/8416 [00:02<01:08, 119.00it/s]
    Epoch 2:  76%|███████▌  | 25536/33666 [15:39<04:59, 27.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 287/8416 [00:02<01:08, 119.02it/s]
    Epoch 2:  76%|███████▌  | 25537/33666 [15:39<04:59, 27.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 288/8416 [00:02<01:08, 119.05it/s]
    Epoch 2:  76%|███████▌  | 25538/33666 [15:39<04:59, 27.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 289/8416 [00:02<01:08, 119.07it/s]
    Epoch 2:  76%|███████▌  | 25539/33666 [15:39<04:59, 27.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 290/8416 [00:02<01:08, 119.10it/s]
    Epoch 2:  76%|███████▌  | 25540/33666 [15:39<04:59, 27.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 291/8416 [00:02<01:08, 119.12it/s]
    Epoch 2:  76%|███████▌  | 25541/33666 [15:39<04:58, 27.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 292/8416 [00:02<01:08, 119.15it/s]
    Epoch 2:  76%|███████▌  | 25542/33666 [15:39<04:58, 27.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 293/8416 [00:02<01:08, 119.17it/s]
    Epoch 2:  76%|███████▌  | 25543/33666 [15:39<04:58, 27.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   3%|▎         | 294/8416 [00:02<01:08, 119.19it/s]
    Epoch 2:  76%|███████▌  | 25544/33666 [15:39<04:58, 27.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▎         | 295/8416 [00:02<01:08, 119.21it/s]
    Epoch 2:  76%|███████▌  | 25545/33666 [15:39<04:58, 27.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▎         | 296/8416 [00:02<01:08, 119.24it/s]
    Epoch 2:  76%|███████▌  | 25546/33666 [15:39<04:58, 27.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▎         | 297/8416 [00:02<01:08, 119.26it/s]
    Epoch 2:  76%|███████▌  | 25547/33666 [15:39<04:58, 27.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▎         | 298/8416 [00:02<01:08, 119.29it/s]
    Epoch 2:  76%|███████▌  | 25548/33666 [15:39<04:58, 27.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▎         | 299/8416 [00:02<01:08, 119.31it/s]
    Epoch 2:  76%|███████▌  | 25549/33666 [15:39<04:58, 27.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▎         | 300/8416 [00:02<01:08, 119.33it/s]
    Epoch 2:  76%|███████▌  | 25550/33666 [15:39<04:58, 27.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▎         | 301/8416 [00:02<01:07, 119.35it/s]
    Epoch 2:  76%|███████▌  | 25551/33666 [15:39<04:58, 27.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▎         | 302/8416 [00:02<01:07, 119.37it/s]
    Epoch 2:  76%|███████▌  | 25552/33666 [15:39<04:58, 27.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▎         | 303/8416 [00:02<01:07, 119.39it/s]
    Epoch 2:  76%|███████▌  | 25553/33666 [15:39<04:58, 27.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▎         | 304/8416 [00:02<01:07, 119.42it/s]
    Epoch 2:  76%|███████▌  | 25554/33666 [15:39<04:58, 27.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▎         | 305/8416 [00:02<01:07, 119.44it/s]
    Epoch 2:  76%|███████▌  | 25555/33666 [15:39<04:58, 27.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▎         | 306/8416 [00:02<01:07, 119.46it/s]
    Epoch 2:  76%|███████▌  | 25556/33666 [15:39<04:58, 27.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▎         | 307/8416 [00:02<01:07, 119.49it/s]
    Epoch 2:  76%|███████▌  | 25557/33666 [15:40<04:58, 27.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▎         | 308/8416 [00:02<01:07, 119.51it/s]
    Epoch 2:  76%|███████▌  | 25558/33666 [15:40<04:58, 27.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▎         | 309/8416 [00:02<01:07, 119.52it/s]
    Epoch 2:  76%|███████▌  | 25559/33666 [15:40<04:58, 27.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▎         | 310/8416 [00:02<01:07, 119.55it/s]
    Epoch 2:  76%|███████▌  | 25560/33666 [15:40<04:58, 27.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▎         | 311/8416 [00:02<01:07, 119.56it/s]
    Epoch 2:  76%|███████▌  | 25561/33666 [15:40<04:58, 27.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▎         | 312/8416 [00:02<01:07, 119.58it/s]
    Epoch 2:  76%|███████▌  | 25562/33666 [15:40<04:58, 27.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▎         | 313/8416 [00:02<01:07, 119.60it/s]
    Epoch 2:  76%|███████▌  | 25563/33666 [15:40<04:57, 27.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▎         | 314/8416 [00:02<01:07, 119.62it/s]
    Epoch 2:  76%|███████▌  | 25564/33666 [15:40<04:57, 27.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▎         | 315/8416 [00:02<01:07, 119.64it/s]
    Epoch 2:  76%|███████▌  | 25565/33666 [15:40<04:57, 27.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 316/8416 [00:02<01:07, 119.66it/s]
    Epoch 2:  76%|███████▌  | 25566/33666 [15:40<04:57, 27.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 317/8416 [00:02<01:07, 119.68it/s]
    Epoch 2:  76%|███████▌  | 25567/33666 [15:40<04:57, 27.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 318/8416 [00:02<01:07, 119.70it/s]
    Epoch 2:  76%|███████▌  | 25568/33666 [15:40<04:57, 27.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 319/8416 [00:02<01:07, 119.72it/s]
    Epoch 2:  76%|███████▌  | 25569/33666 [15:40<04:57, 27.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 320/8416 [00:02<01:07, 119.74it/s]
    Epoch 2:  76%|███████▌  | 25570/33666 [15:40<04:57, 27.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 321/8416 [00:02<01:07, 119.76it/s]
    Epoch 2:  76%|███████▌  | 25571/33666 [15:40<04:57, 27.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 322/8416 [00:02<01:07, 119.74it/s]
    Epoch 2:  76%|███████▌  | 25572/33666 [15:40<04:57, 27.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 323/8416 [00:02<01:07, 119.76it/s]
    Epoch 2:  76%|███████▌  | 25573/33666 [15:40<04:57, 27.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 324/8416 [00:02<01:07, 119.78it/s]
    Epoch 2:  76%|███████▌  | 25574/33666 [15:40<04:57, 27.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 325/8416 [00:02<01:07, 119.80it/s]
    Epoch 2:  76%|███████▌  | 25575/33666 [15:40<04:57, 27.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 326/8416 [00:02<01:07, 119.82it/s]
    Epoch 2:  76%|███████▌  | 25576/33666 [15:40<04:57, 27.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 327/8416 [00:02<01:07, 119.83it/s]
    Epoch 2:  76%|███████▌  | 25577/33666 [15:40<04:57, 27.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 328/8416 [00:02<01:07, 119.86it/s]
    Epoch 2:  76%|███████▌  | 25578/33666 [15:40<04:57, 27.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 329/8416 [00:02<01:07, 119.88it/s]
    Epoch 2:  76%|███████▌  | 25579/33666 [15:40<04:57, 27.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 330/8416 [00:02<01:07, 119.90it/s]
    Epoch 2:  76%|███████▌  | 25580/33666 [15:40<04:57, 27.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 331/8416 [00:02<01:07, 119.92it/s]
    Epoch 2:  76%|███████▌  | 25581/33666 [15:40<04:57, 27.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 332/8416 [00:02<01:07, 119.94it/s]
    Epoch 2:  76%|███████▌  | 25582/33666 [15:40<04:57, 27.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 333/8416 [00:02<01:07, 119.96it/s]
    Epoch 2:  76%|███████▌  | 25583/33666 [15:40<04:57, 27.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 334/8416 [00:02<01:07, 119.98it/s]
    Epoch 2:  76%|███████▌  | 25584/33666 [15:40<04:57, 27.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 335/8416 [00:02<01:07, 120.00it/s]
    Epoch 2:  76%|███████▌  | 25585/33666 [15:40<04:56, 27.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 336/8416 [00:02<01:07, 120.02it/s]
    Epoch 2:  76%|███████▌  | 25586/33666 [15:40<04:56, 27.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 337/8416 [00:02<01:07, 120.03it/s]
    Epoch 2:  76%|███████▌  | 25587/33666 [15:40<04:56, 27.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 338/8416 [00:02<01:07, 120.05it/s]
    Epoch 2:  76%|███████▌  | 25588/33666 [15:40<04:56, 27.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 339/8416 [00:02<01:07, 120.07it/s]
    Epoch 2:  76%|███████▌  | 25589/33666 [15:40<04:56, 27.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 340/8416 [00:02<01:07, 120.09it/s]
    Epoch 2:  76%|███████▌  | 25590/33666 [15:40<04:56, 27.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 341/8416 [00:02<01:07, 120.11it/s]
    Epoch 2:  76%|███████▌  | 25591/33666 [15:40<04:56, 27.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 342/8416 [00:02<01:07, 120.13it/s]
    Epoch 2:  76%|███████▌  | 25592/33666 [15:40<04:56, 27.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 343/8416 [00:02<01:07, 120.15it/s]
    Epoch 2:  76%|███████▌  | 25593/33666 [15:40<04:56, 27.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 344/8416 [00:02<01:07, 120.16it/s]
    Epoch 2:  76%|███████▌  | 25594/33666 [15:40<04:56, 27.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 345/8416 [00:02<01:07, 120.18it/s]
    Epoch 2:  76%|███████▌  | 25595/33666 [15:40<04:56, 27.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 346/8416 [00:02<01:07, 120.20it/s]
    Epoch 2:  76%|███████▌  | 25596/33666 [15:40<04:56, 27.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 347/8416 [00:02<01:07, 120.22it/s]
    Epoch 2:  76%|███████▌  | 25597/33666 [15:40<04:56, 27.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 348/8416 [00:02<01:07, 120.23it/s]
    Epoch 2:  76%|███████▌  | 25598/33666 [15:40<04:56, 27.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 349/8416 [00:02<01:07, 120.25it/s]
    Epoch 2:  76%|███████▌  | 25599/33666 [15:40<04:56, 27.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 350/8416 [00:02<01:07, 120.27it/s]
    Epoch 2:  76%|███████▌  | 25600/33666 [15:40<04:56, 27.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 351/8416 [00:02<01:07, 120.28it/s]
    Epoch 2:  76%|███████▌  | 25601/33666 [15:40<04:56, 27.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 352/8416 [00:02<01:07, 120.30it/s]
    Epoch 2:  76%|███████▌  | 25602/33666 [15:40<04:56, 27.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 353/8416 [00:02<01:07, 120.32it/s]
    Epoch 2:  76%|███████▌  | 25603/33666 [15:40<04:56, 27.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 354/8416 [00:02<01:06, 120.33it/s]
    Epoch 2:  76%|███████▌  | 25604/33666 [15:40<04:56, 27.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 355/8416 [00:02<01:06, 120.35it/s]
    Epoch 2:  76%|███████▌  | 25605/33666 [15:40<04:56, 27.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 356/8416 [00:02<01:06, 120.36it/s]
    Epoch 2:  76%|███████▌  | 25606/33666 [15:40<04:56, 27.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 357/8416 [00:02<01:06, 120.38it/s]
    Epoch 2:  76%|███████▌  | 25607/33666 [15:40<04:55, 27.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 358/8416 [00:02<01:06, 120.39it/s]
    Epoch 2:  76%|███████▌  | 25608/33666 [15:40<04:55, 27.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 359/8416 [00:02<01:06, 120.41it/s]
    Epoch 2:  76%|███████▌  | 25609/33666 [15:40<04:55, 27.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 360/8416 [00:02<01:06, 120.42it/s]
    Epoch 2:  76%|███████▌  | 25610/33666 [15:40<04:55, 27.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 361/8416 [00:02<01:06, 120.44it/s]
    Epoch 2:  76%|███████▌  | 25611/33666 [15:40<04:55, 27.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 362/8416 [00:03<01:06, 120.46it/s]
    Epoch 2:  76%|███████▌  | 25612/33666 [15:40<04:55, 27.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 363/8416 [00:03<01:06, 120.47it/s]
    Epoch 2:  76%|███████▌  | 25613/33666 [15:40<04:55, 27.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 364/8416 [00:03<01:06, 120.49it/s]
    Epoch 2:  76%|███████▌  | 25614/33666 [15:40<04:55, 27.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 365/8416 [00:03<01:06, 120.50it/s]
    Epoch 2:  76%|███████▌  | 25615/33666 [15:40<04:55, 27.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 366/8416 [00:03<01:06, 120.52it/s]
    Epoch 2:  76%|███████▌  | 25616/33666 [15:40<04:55, 27.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 367/8416 [00:03<01:06, 120.53it/s]
    Epoch 2:  76%|███████▌  | 25617/33666 [15:40<04:55, 27.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 368/8416 [00:03<01:06, 120.54it/s]
    Epoch 2:  76%|███████▌  | 25618/33666 [15:40<04:55, 27.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 369/8416 [00:03<01:06, 120.56it/s]
    Epoch 2:  76%|███████▌  | 25619/33666 [15:40<04:55, 27.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 370/8416 [00:03<01:06, 120.57it/s]
    Epoch 2:  76%|███████▌  | 25620/33666 [15:40<04:55, 27.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 371/8416 [00:03<01:06, 120.59it/s]
    Epoch 2:  76%|███████▌  | 25621/33666 [15:40<04:55, 27.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 372/8416 [00:03<01:06, 120.40it/s]
    Epoch 2:  76%|███████▌  | 25622/33666 [15:40<04:55, 27.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 373/8416 [00:03<01:06, 120.42it/s]
    Epoch 2:  76%|███████▌  | 25623/33666 [15:40<04:55, 27.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 374/8416 [00:03<01:06, 120.43it/s]
    Epoch 2:  76%|███████▌  | 25624/33666 [15:40<04:55, 27.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 375/8416 [00:03<01:06, 120.45it/s]
    Epoch 2:  76%|███████▌  | 25625/33666 [15:40<04:55, 27.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 376/8416 [00:03<01:06, 120.47it/s]
    Epoch 2:  76%|███████▌  | 25626/33666 [15:40<04:55, 27.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 377/8416 [00:03<01:06, 120.48it/s]
    Epoch 2:  76%|███████▌  | 25627/33666 [15:40<04:55, 27.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   4%|▍         | 378/8416 [00:03<01:06, 120.50it/s]
    Epoch 2:  76%|███████▌  | 25628/33666 [15:40<04:55, 27.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▍         | 379/8416 [00:03<01:06, 120.52it/s]
    Epoch 2:  76%|███████▌  | 25629/33666 [15:40<04:54, 27.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▍         | 380/8416 [00:03<01:06, 120.53it/s]
    Epoch 2:  76%|███████▌  | 25630/33666 [15:40<04:54, 27.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▍         | 381/8416 [00:03<01:06, 120.55it/s]
    Epoch 2:  76%|███████▌  | 25631/33666 [15:40<04:54, 27.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▍         | 382/8416 [00:03<01:06, 120.56it/s]
    Epoch 2:  76%|███████▌  | 25632/33666 [15:40<04:54, 27.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▍         | 383/8416 [00:03<01:06, 120.57it/s]
    Epoch 2:  76%|███████▌  | 25633/33666 [15:40<04:54, 27.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▍         | 384/8416 [00:03<01:06, 120.59it/s]
    Epoch 2:  76%|███████▌  | 25634/33666 [15:40<04:54, 27.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▍         | 385/8416 [00:03<01:06, 120.61it/s]
    Epoch 2:  76%|███████▌  | 25635/33666 [15:40<04:54, 27.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▍         | 386/8416 [00:03<01:06, 120.59it/s]
    Epoch 2:  76%|███████▌  | 25636/33666 [15:40<04:54, 27.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▍         | 387/8416 [00:03<01:06, 120.61it/s]
    Epoch 2:  76%|███████▌  | 25637/33666 [15:40<04:54, 27.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▍         | 388/8416 [00:03<01:06, 120.62it/s]
    Epoch 2:  76%|███████▌  | 25638/33666 [15:40<04:54, 27.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▍         | 389/8416 [00:03<01:06, 120.64it/s]
    Epoch 2:  76%|███████▌  | 25639/33666 [15:40<04:54, 27.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▍         | 390/8416 [00:03<01:06, 120.65it/s]
    Epoch 2:  76%|███████▌  | 25640/33666 [15:40<04:54, 27.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▍         | 391/8416 [00:03<01:06, 120.67it/s]
    Epoch 2:  76%|███████▌  | 25641/33666 [15:40<04:54, 27.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▍         | 392/8416 [00:03<01:06, 120.68it/s]
    Epoch 2:  76%|███████▌  | 25642/33666 [15:40<04:54, 27.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▍         | 393/8416 [00:03<01:06, 120.70it/s]
    Epoch 2:  76%|███████▌  | 25643/33666 [15:40<04:54, 27.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▍         | 394/8416 [00:03<01:06, 120.71it/s]
    Epoch 2:  76%|███████▌  | 25644/33666 [15:40<04:54, 27.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▍         | 395/8416 [00:03<01:06, 120.73it/s]
    Epoch 2:  76%|███████▌  | 25645/33666 [15:40<04:54, 27.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▍         | 396/8416 [00:03<01:06, 120.74it/s]
    Epoch 2:  76%|███████▌  | 25646/33666 [15:40<04:54, 27.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▍         | 397/8416 [00:03<01:06, 120.75it/s]
    Epoch 2:  76%|███████▌  | 25647/33666 [15:40<04:54, 27.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▍         | 398/8416 [00:03<01:06, 120.77it/s]
    Epoch 2:  76%|███████▌  | 25648/33666 [15:40<04:54, 27.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▍         | 399/8416 [00:03<01:06, 120.78it/s]
    Epoch 2:  76%|███████▌  | 25649/33666 [15:40<04:54, 27.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▍         | 400/8416 [00:03<01:06, 120.80it/s]
    Epoch 2:  76%|███████▌  | 25650/33666 [15:40<04:53, 27.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▍         | 401/8416 [00:03<01:06, 120.81it/s]
    Epoch 2:  76%|███████▌  | 25651/33666 [15:40<04:53, 27.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▍         | 402/8416 [00:03<01:06, 120.83it/s]
    Epoch 2:  76%|███████▌  | 25652/33666 [15:40<04:53, 27.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▍         | 403/8416 [00:03<01:06, 120.84it/s]
    Epoch 2:  76%|███████▌  | 25653/33666 [15:40<04:53, 27.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▍         | 404/8416 [00:03<01:06, 120.85it/s]
    Epoch 2:  76%|███████▌  | 25654/33666 [15:40<04:53, 27.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▍         | 405/8416 [00:03<01:06, 120.87it/s]
    Epoch 2:  76%|███████▌  | 25655/33666 [15:40<04:53, 27.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▍         | 406/8416 [00:03<01:06, 120.88it/s]
    Epoch 2:  76%|███████▌  | 25656/33666 [15:40<04:53, 27.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▍         | 407/8416 [00:03<01:06, 120.90it/s]
    Epoch 2:  76%|███████▌  | 25657/33666 [15:40<04:53, 27.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▍         | 408/8416 [00:03<01:06, 120.91it/s]
    Epoch 2:  76%|███████▌  | 25658/33666 [15:40<04:53, 27.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▍         | 409/8416 [00:03<01:06, 120.93it/s]
    Epoch 2:  76%|███████▌  | 25659/33666 [15:40<04:53, 27.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▍         | 410/8416 [00:03<01:06, 120.94it/s]
    Epoch 2:  76%|███████▌  | 25660/33666 [15:40<04:53, 27.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▍         | 411/8416 [00:03<01:06, 120.95it/s]
    Epoch 2:  76%|███████▌  | 25661/33666 [15:40<04:53, 27.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▍         | 412/8416 [00:03<01:06, 120.97it/s]
    Epoch 2:  76%|███████▌  | 25662/33666 [15:40<04:53, 27.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▍         | 413/8416 [00:03<01:06, 120.98it/s]
    Epoch 2:  76%|███████▌  | 25663/33666 [15:40<04:53, 27.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▍         | 414/8416 [00:03<01:06, 120.88it/s]
    Epoch 2:  76%|███████▌  | 25664/33666 [15:40<04:53, 27.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▍         | 415/8416 [00:03<01:06, 120.82it/s]
    Epoch 2:  76%|███████▌  | 25665/33666 [15:40<04:53, 27.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▍         | 416/8416 [00:03<01:06, 120.83it/s]
    Epoch 2:  76%|███████▌  | 25666/33666 [15:40<04:53, 27.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▍         | 417/8416 [00:03<01:06, 120.85it/s]
    Epoch 2:  76%|███████▌  | 25667/33666 [15:40<04:53, 27.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▍         | 418/8416 [00:03<01:06, 120.86it/s]
    Epoch 2:  76%|███████▌  | 25668/33666 [15:40<04:53, 27.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▍         | 419/8416 [00:03<01:06, 120.85it/s]
    Epoch 2:  76%|███████▌  | 25669/33666 [15:40<04:53, 27.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▍         | 420/8416 [00:03<01:06, 120.84it/s]
    Epoch 2:  76%|███████▌  | 25670/33666 [15:40<04:53, 27.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▌         | 421/8416 [00:03<01:06, 120.86it/s]
    Epoch 2:  76%|███████▋  | 25671/33666 [15:40<04:53, 27.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▌         | 422/8416 [00:03<01:06, 120.87it/s]
    Epoch 2:  76%|███████▋  | 25672/33666 [15:40<04:52, 27.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▌         | 423/8416 [00:03<01:06, 120.88it/s]
    Epoch 2:  76%|███████▋  | 25673/33666 [15:40<04:52, 27.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▌         | 424/8416 [00:03<01:06, 120.89it/s]
    Epoch 2:  76%|███████▋  | 25674/33666 [15:40<04:52, 27.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▌         | 425/8416 [00:03<01:06, 120.91it/s]
    Epoch 2:  76%|███████▋  | 25675/33666 [15:40<04:52, 27.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▌         | 426/8416 [00:03<01:06, 120.91it/s]
    Epoch 2:  76%|███████▋  | 25676/33666 [15:40<04:52, 27.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▌         | 427/8416 [00:03<01:06, 120.90it/s]
    Epoch 2:  76%|███████▋  | 25677/33666 [15:40<04:52, 27.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▌         | 428/8416 [00:03<01:06, 120.90it/s]
    Epoch 2:  76%|███████▋  | 25678/33666 [15:40<04:52, 27.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▌         | 429/8416 [00:03<01:06, 120.91it/s]
    Epoch 2:  76%|███████▋  | 25679/33666 [15:40<04:52, 27.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▌         | 430/8416 [00:03<01:06, 120.92it/s]
    Epoch 2:  76%|███████▋  | 25680/33666 [15:40<04:52, 27.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▌         | 431/8416 [00:03<01:06, 120.93it/s]
    Epoch 2:  76%|███████▋  | 25681/33666 [15:41<04:52, 27.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▌         | 432/8416 [00:03<01:06, 120.95it/s]
    Epoch 2:  76%|███████▋  | 25682/33666 [15:41<04:52, 27.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▌         | 433/8416 [00:03<01:05, 120.96it/s]
    Epoch 2:  76%|███████▋  | 25683/33666 [15:41<04:52, 27.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▌         | 434/8416 [00:03<01:05, 120.96it/s]
    Epoch 2:  76%|███████▋  | 25684/33666 [15:41<04:52, 27.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▌         | 435/8416 [00:03<01:05, 120.96it/s]
    Epoch 2:  76%|███████▋  | 25685/33666 [15:41<04:52, 27.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▌         | 436/8416 [00:03<01:05, 120.95it/s]
    Epoch 2:  76%|███████▋  | 25686/33666 [15:41<04:52, 27.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▌         | 437/8416 [00:03<01:05, 120.97it/s]
    Epoch 2:  76%|███████▋  | 25687/33666 [15:41<04:52, 27.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▌         | 438/8416 [00:03<01:05, 120.98it/s]
    Epoch 2:  76%|███████▋  | 25688/33666 [15:41<04:52, 27.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▌         | 439/8416 [00:03<01:05, 120.99it/s]
    Epoch 2:  76%|███████▋  | 25689/33666 [15:41<04:52, 27.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▌         | 440/8416 [00:03<01:05, 121.00it/s]
    Epoch 2:  76%|███████▋  | 25690/33666 [15:41<04:52, 27.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▌         | 441/8416 [00:03<01:05, 121.02it/s]
    Epoch 2:  76%|███████▋  | 25691/33666 [15:41<04:52, 27.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▌         | 442/8416 [00:03<01:05, 121.02it/s]
    Epoch 2:  76%|███████▋  | 25692/33666 [15:41<04:52, 27.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▌         | 443/8416 [00:03<01:05, 121.01it/s]
    Epoch 2:  76%|███████▋  | 25693/33666 [15:41<04:52, 27.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▌         | 444/8416 [00:03<01:05, 121.01it/s]
    Epoch 2:  76%|███████▋  | 25694/33666 [15:41<04:51, 27.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▌         | 445/8416 [00:03<01:05, 121.02it/s]
    Epoch 2:  76%|███████▋  | 25695/33666 [15:41<04:51, 27.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▌         | 446/8416 [00:03<01:05, 121.03it/s]
    Epoch 2:  76%|███████▋  | 25696/33666 [15:41<04:51, 27.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▌         | 447/8416 [00:03<01:05, 121.05it/s]
    Epoch 2:  76%|███████▋  | 25697/33666 [15:41<04:51, 27.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▌         | 448/8416 [00:03<01:05, 121.06it/s]
    Epoch 2:  76%|███████▋  | 25698/33666 [15:41<04:51, 27.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▌         | 449/8416 [00:03<01:05, 121.07it/s]
    Epoch 2:  76%|███████▋  | 25699/33666 [15:41<04:51, 27.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▌         | 450/8416 [00:03<01:05, 121.04it/s]
    Epoch 2:  76%|███████▋  | 25700/33666 [15:41<04:51, 27.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▌         | 451/8416 [00:03<01:05, 121.04it/s]
    Epoch 2:  76%|███████▋  | 25701/33666 [15:41<04:51, 27.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▌         | 452/8416 [00:03<01:05, 121.04it/s]
    Epoch 2:  76%|███████▋  | 25702/33666 [15:41<04:51, 27.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▌         | 453/8416 [00:03<01:05, 121.05it/s]
    Epoch 2:  76%|███████▋  | 25703/33666 [15:41<04:51, 27.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▌         | 454/8416 [00:03<01:05, 121.06it/s]
    Epoch 2:  76%|███████▋  | 25704/33666 [15:41<04:51, 27.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▌         | 455/8416 [00:03<01:05, 121.08it/s]
    Epoch 2:  76%|███████▋  | 25705/33666 [15:41<04:51, 27.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▌         | 456/8416 [00:03<01:05, 121.09it/s]
    Epoch 2:  76%|███████▋  | 25706/33666 [15:41<04:51, 27.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▌         | 457/8416 [00:03<01:05, 121.10it/s]
    Epoch 2:  76%|███████▋  | 25707/33666 [15:41<04:51, 27.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▌         | 458/8416 [00:03<01:05, 121.11it/s]
    Epoch 2:  76%|███████▋  | 25708/33666 [15:41<04:51, 27.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▌         | 459/8416 [00:03<01:05, 121.09it/s]
    Epoch 2:  76%|███████▋  | 25709/33666 [15:41<04:51, 27.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▌         | 460/8416 [00:03<01:05, 121.10it/s]
    Epoch 2:  76%|███████▋  | 25710/33666 [15:41<04:51, 27.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▌         | 461/8416 [00:03<01:05, 121.11it/s]
    Epoch 2:  76%|███████▋  | 25711/33666 [15:41<04:51, 27.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   5%|▌         | 462/8416 [00:03<01:05, 121.12it/s]
    Epoch 2:  76%|███████▋  | 25712/33666 [15:41<04:51, 27.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 463/8416 [00:03<01:05, 121.14it/s]
    Epoch 2:  76%|███████▋  | 25713/33666 [15:41<04:51, 27.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 464/8416 [00:03<01:05, 121.15it/s]
    Epoch 2:  76%|███████▋  | 25714/33666 [15:41<04:51, 27.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 465/8416 [00:03<01:05, 121.16it/s]
    Epoch 2:  76%|███████▋  | 25715/33666 [15:41<04:51, 27.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 466/8416 [00:03<01:05, 121.17it/s]
    Epoch 2:  76%|███████▋  | 25716/33666 [15:41<04:50, 27.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 467/8416 [00:03<01:05, 121.16it/s]
    Epoch 2:  76%|███████▋  | 25717/33666 [15:41<04:50, 27.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 468/8416 [00:03<01:05, 121.16it/s]
    Epoch 2:  76%|███████▋  | 25718/33666 [15:41<04:50, 27.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 469/8416 [00:03<01:05, 121.17it/s]
    Epoch 2:  76%|███████▋  | 25719/33666 [15:41<04:50, 27.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 470/8416 [00:03<01:05, 121.18it/s]
    Epoch 2:  76%|███████▋  | 25720/33666 [15:41<04:50, 27.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 471/8416 [00:03<01:05, 121.19it/s]
    Epoch 2:  76%|███████▋  | 25721/33666 [15:41<04:50, 27.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 472/8416 [00:03<01:05, 121.20it/s]
    Epoch 2:  76%|███████▋  | 25722/33666 [15:41<04:50, 27.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 473/8416 [00:03<01:05, 121.21it/s]
    Epoch 2:  76%|███████▋  | 25723/33666 [15:41<04:50, 27.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 474/8416 [00:03<01:05, 121.22it/s]
    Epoch 2:  76%|███████▋  | 25724/33666 [15:41<04:50, 27.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 475/8416 [00:03<01:05, 121.21it/s]
    Epoch 2:  76%|███████▋  | 25725/33666 [15:41<04:50, 27.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 476/8416 [00:03<01:05, 121.21it/s]
    Epoch 2:  76%|███████▋  | 25726/33666 [15:41<04:50, 27.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 477/8416 [00:03<01:05, 121.22it/s]
    Epoch 2:  76%|███████▋  | 25727/33666 [15:41<04:50, 27.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 478/8416 [00:03<01:05, 121.23it/s]
    Epoch 2:  76%|███████▋  | 25728/33666 [15:41<04:50, 27.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 479/8416 [00:03<01:05, 121.24it/s]
    Epoch 2:  76%|███████▋  | 25729/33666 [15:41<04:50, 27.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 480/8416 [00:03<01:05, 121.25it/s]
    Epoch 2:  76%|███████▋  | 25730/33666 [15:41<04:50, 27.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 481/8416 [00:03<01:05, 121.26it/s]
    Epoch 2:  76%|███████▋  | 25731/33666 [15:41<04:50, 27.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 482/8416 [00:03<01:05, 121.26it/s]
    Epoch 2:  76%|███████▋  | 25732/33666 [15:41<04:50, 27.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 483/8416 [00:03<01:05, 121.25it/s]
    Epoch 2:  76%|███████▋  | 25733/33666 [15:41<04:50, 27.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 484/8416 [00:03<01:05, 121.25it/s]
    Epoch 2:  76%|███████▋  | 25734/33666 [15:41<04:50, 27.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 485/8416 [00:03<01:05, 121.26it/s]
    Epoch 2:  76%|███████▋  | 25735/33666 [15:41<04:50, 27.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 486/8416 [00:04<01:05, 121.27it/s]
    Epoch 2:  76%|███████▋  | 25736/33666 [15:41<04:50, 27.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 487/8416 [00:04<01:05, 121.28it/s]
    Epoch 2:  76%|███████▋  | 25737/33666 [15:41<04:50, 27.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 488/8416 [00:04<01:05, 121.29it/s]
    Epoch 2:  76%|███████▋  | 25738/33666 [15:41<04:49, 27.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 489/8416 [00:04<01:05, 121.29it/s]
    Epoch 2:  76%|███████▋  | 25739/33666 [15:41<04:49, 27.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 490/8416 [00:04<01:05, 121.30it/s]
    Epoch 2:  76%|███████▋  | 25740/33666 [15:41<04:49, 27.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 491/8416 [00:04<01:05, 121.29it/s]
    Epoch 2:  76%|███████▋  | 25741/33666 [15:41<04:49, 27.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 492/8416 [00:04<01:05, 121.29it/s]
    Epoch 2:  76%|███████▋  | 25742/33666 [15:41<04:49, 27.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 493/8416 [00:04<01:05, 121.29it/s]
    Epoch 2:  76%|███████▋  | 25743/33666 [15:41<04:49, 27.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 494/8416 [00:04<01:05, 121.31it/s]
    Epoch 2:  76%|███████▋  | 25744/33666 [15:41<04:49, 27.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 495/8416 [00:04<01:05, 121.32it/s]
    Epoch 2:  76%|███████▋  | 25745/33666 [15:41<04:49, 27.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 496/8416 [00:04<01:05, 121.33it/s]
    Epoch 2:  76%|███████▋  | 25746/33666 [15:41<04:49, 27.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 497/8416 [00:04<01:05, 121.33it/s]
    Epoch 2:  76%|███████▋  | 25747/33666 [15:41<04:49, 27.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 498/8416 [00:04<01:05, 121.34it/s]
    Epoch 2:  76%|███████▋  | 25748/33666 [15:41<04:49, 27.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 499/8416 [00:04<01:05, 121.33it/s]
    Epoch 2:  76%|███████▋  | 25749/33666 [15:41<04:49, 27.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 500/8416 [00:04<01:05, 121.33it/s]
    Epoch 2:  76%|███████▋  | 25750/33666 [15:41<04:49, 27.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 501/8416 [00:04<01:05, 121.34it/s]
    Epoch 2:  76%|███████▋  | 25751/33666 [15:41<04:49, 27.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 502/8416 [00:04<01:05, 121.35it/s]
    Epoch 2:  76%|███████▋  | 25752/33666 [15:41<04:49, 27.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 503/8416 [00:04<01:05, 121.36it/s]
    Epoch 2:  76%|███████▋  | 25753/33666 [15:41<04:49, 27.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 504/8416 [00:04<01:05, 121.37it/s]
    Epoch 2:  76%|███████▋  | 25754/33666 [15:41<04:49, 27.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 505/8416 [00:04<01:05, 121.38it/s]
    Epoch 2:  77%|███████▋  | 25755/33666 [15:41<04:49, 27.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 506/8416 [00:04<01:05, 121.38it/s]
    Epoch 2:  77%|███████▋  | 25756/33666 [15:41<04:49, 27.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 507/8416 [00:04<01:05, 121.37it/s]
    Epoch 2:  77%|███████▋  | 25757/33666 [15:41<04:49, 27.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 508/8416 [00:04<01:05, 121.36it/s]
    Epoch 2:  77%|███████▋  | 25758/33666 [15:41<04:49, 27.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 509/8416 [00:04<01:05, 121.37it/s]
    Epoch 2:  77%|███████▋  | 25759/33666 [15:41<04:49, 27.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 510/8416 [00:04<01:05, 121.38it/s]
    Epoch 2:  77%|███████▋  | 25760/33666 [15:41<04:48, 27.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 511/8416 [00:04<01:05, 121.39it/s]
    Epoch 2:  77%|███████▋  | 25761/33666 [15:41<04:48, 27.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 512/8416 [00:04<01:05, 121.39it/s]
    Epoch 2:  77%|███████▋  | 25762/33666 [15:41<04:48, 27.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 513/8416 [00:04<01:05, 121.40it/s]
    Epoch 2:  77%|███████▋  | 25763/33666 [15:41<04:48, 27.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 514/8416 [00:04<01:05, 121.38it/s]
    Epoch 2:  77%|███████▋  | 25764/33666 [15:41<04:48, 27.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 515/8416 [00:04<01:05, 121.37it/s]
    Epoch 2:  77%|███████▋  | 25765/33666 [15:41<04:48, 27.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 516/8416 [00:04<01:05, 121.37it/s]
    Epoch 2:  77%|███████▋  | 25766/33666 [15:41<04:48, 27.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 517/8416 [00:04<01:05, 121.38it/s]
    Epoch 2:  77%|███████▋  | 25767/33666 [15:41<04:48, 27.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 518/8416 [00:04<01:05, 121.39it/s]
    Epoch 2:  77%|███████▋  | 25768/33666 [15:41<04:48, 27.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 519/8416 [00:04<01:05, 121.40it/s]
    Epoch 2:  77%|███████▋  | 25769/33666 [15:41<04:48, 27.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 520/8416 [00:04<01:05, 121.42it/s]
    Epoch 2:  77%|███████▋  | 25770/33666 [15:41<04:48, 27.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 521/8416 [00:04<01:05, 121.43it/s]
    Epoch 2:  77%|███████▋  | 25771/33666 [15:41<04:48, 27.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 522/8416 [00:04<01:05, 121.43it/s]
    Epoch 2:  77%|███████▋  | 25772/33666 [15:41<04:48, 27.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 523/8416 [00:04<01:05, 121.42it/s]
    Epoch 2:  77%|███████▋  | 25773/33666 [15:41<04:48, 27.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 524/8416 [00:04<01:04, 121.42it/s]
    Epoch 2:  77%|███████▋  | 25774/33666 [15:41<04:48, 27.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▌         | 525/8416 [00:04<01:04, 121.43it/s]
    Epoch 2:  77%|███████▋  | 25775/33666 [15:41<04:48, 27.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▋         | 526/8416 [00:04<01:04, 121.44it/s]
    Epoch 2:  77%|███████▋  | 25776/33666 [15:41<04:48, 27.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▋         | 527/8416 [00:04<01:04, 121.45it/s]
    Epoch 2:  77%|███████▋  | 25777/33666 [15:41<04:48, 27.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▋         | 528/8416 [00:04<01:04, 121.46it/s]
    Epoch 2:  77%|███████▋  | 25778/33666 [15:41<04:48, 27.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▋         | 529/8416 [00:04<01:04, 121.47it/s]
    Epoch 2:  77%|███████▋  | 25779/33666 [15:41<04:48, 27.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▋         | 530/8416 [00:04<01:04, 121.48it/s]
    Epoch 2:  77%|███████▋  | 25780/33666 [15:41<04:48, 27.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▋         | 531/8416 [00:04<01:04, 121.47it/s]
    Epoch 2:  77%|███████▋  | 25781/33666 [15:41<04:48, 27.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▋         | 532/8416 [00:04<01:04, 121.46it/s]
    Epoch 2:  77%|███████▋  | 25782/33666 [15:41<04:48, 27.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▋         | 533/8416 [00:04<01:04, 121.47it/s]
    Epoch 2:  77%|███████▋  | 25783/33666 [15:41<04:47, 27.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▋         | 534/8416 [00:04<01:04, 121.48it/s]
    Epoch 2:  77%|███████▋  | 25784/33666 [15:41<04:47, 27.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▋         | 535/8416 [00:04<01:04, 121.49it/s]
    Epoch 2:  77%|███████▋  | 25785/33666 [15:41<04:47, 27.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▋         | 536/8416 [00:04<01:04, 121.50it/s]
    Epoch 2:  77%|███████▋  | 25786/33666 [15:41<04:47, 27.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▋         | 537/8416 [00:04<01:04, 121.51it/s]
    Epoch 2:  77%|███████▋  | 25787/33666 [15:41<04:47, 27.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▋         | 538/8416 [00:04<01:04, 121.52it/s]
    Epoch 2:  77%|███████▋  | 25788/33666 [15:41<04:47, 27.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▋         | 539/8416 [00:04<01:04, 121.51it/s]
    Epoch 2:  77%|███████▋  | 25789/33666 [15:41<04:47, 27.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▋         | 540/8416 [00:04<01:04, 121.51it/s]
    Epoch 2:  77%|███████▋  | 25790/33666 [15:41<04:47, 27.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▋         | 541/8416 [00:04<01:04, 121.52it/s]
    Epoch 2:  77%|███████▋  | 25791/33666 [15:41<04:47, 27.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▋         | 542/8416 [00:04<01:04, 121.53it/s]
    Epoch 2:  77%|███████▋  | 25792/33666 [15:41<04:47, 27.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▋         | 543/8416 [00:04<01:04, 121.54it/s]
    Epoch 2:  77%|███████▋  | 25793/33666 [15:41<04:47, 27.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▋         | 544/8416 [00:04<01:04, 121.54it/s]
    Epoch 2:  77%|███████▋  | 25794/33666 [15:41<04:47, 27.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▋         | 545/8416 [00:04<01:04, 121.55it/s]
    Epoch 2:  77%|███████▋  | 25795/33666 [15:41<04:47, 27.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▋         | 546/8416 [00:04<01:04, 121.56it/s]
    Epoch 2:  77%|███████▋  | 25796/33666 [15:41<04:47, 27.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   6%|▋         | 547/8416 [00:04<01:04, 121.55it/s]
    Epoch 2:  77%|███████▋  | 25797/33666 [15:41<04:47, 27.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 548/8416 [00:04<01:04, 121.55it/s]
    Epoch 2:  77%|███████▋  | 25798/33666 [15:41<04:47, 27.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 549/8416 [00:04<01:04, 121.56it/s]
    Epoch 2:  77%|███████▋  | 25799/33666 [15:41<04:47, 27.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 550/8416 [00:04<01:04, 121.56it/s]
    Epoch 2:  77%|███████▋  | 25800/33666 [15:41<04:47, 27.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 551/8416 [00:04<01:04, 121.57it/s]
    Epoch 2:  77%|███████▋  | 25801/33666 [15:41<04:47, 27.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 552/8416 [00:04<01:04, 121.58it/s]
    Epoch 2:  77%|███████▋  | 25802/33666 [15:41<04:47, 27.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 553/8416 [00:04<01:04, 121.59it/s]
    Epoch 2:  77%|███████▋  | 25803/33666 [15:41<04:47, 27.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 554/8416 [00:04<01:04, 121.59it/s]
    Epoch 2:  77%|███████▋  | 25804/33666 [15:41<04:47, 27.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 555/8416 [00:04<01:04, 121.59it/s]
    Epoch 2:  77%|███████▋  | 25805/33666 [15:42<04:46, 27.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 556/8416 [00:04<01:04, 121.58it/s]
    Epoch 2:  77%|███████▋  | 25806/33666 [15:42<04:46, 27.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 557/8416 [00:04<01:04, 121.59it/s]
    Epoch 2:  77%|███████▋  | 25807/33666 [15:42<04:46, 27.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 558/8416 [00:04<01:04, 121.60it/s]
    Epoch 2:  77%|███████▋  | 25808/33666 [15:42<04:46, 27.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 559/8416 [00:04<01:04, 121.61it/s]
    Epoch 2:  77%|███████▋  | 25809/33666 [15:42<04:46, 27.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 560/8416 [00:04<01:04, 121.62it/s]
    Epoch 2:  77%|███████▋  | 25810/33666 [15:42<04:46, 27.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 561/8416 [00:04<01:04, 121.62it/s]
    Epoch 2:  77%|███████▋  | 25811/33666 [15:42<04:46, 27.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 562/8416 [00:04<01:04, 121.63it/s]
    Epoch 2:  77%|███████▋  | 25812/33666 [15:42<04:46, 27.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 563/8416 [00:04<01:04, 121.62it/s]
    Epoch 2:  77%|███████▋  | 25813/33666 [15:42<04:46, 27.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 564/8416 [00:04<01:04, 121.61it/s]
    Epoch 2:  77%|███████▋  | 25814/33666 [15:42<04:46, 27.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 565/8416 [00:04<01:04, 121.62it/s]
    Epoch 2:  77%|███████▋  | 25815/33666 [15:42<04:46, 27.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 566/8416 [00:04<01:04, 121.63it/s]
    Epoch 2:  77%|███████▋  | 25816/33666 [15:42<04:46, 27.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 567/8416 [00:04<01:04, 121.64it/s]
    Epoch 2:  77%|███████▋  | 25817/33666 [15:42<04:46, 27.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 568/8416 [00:04<01:04, 121.65it/s]
    Epoch 2:  77%|███████▋  | 25818/33666 [15:42<04:46, 27.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 569/8416 [00:04<01:04, 121.66it/s]
    Epoch 2:  77%|███████▋  | 25819/33666 [15:42<04:46, 27.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 570/8416 [00:04<01:04, 121.66it/s]
    Epoch 2:  77%|███████▋  | 25820/33666 [15:42<04:46, 27.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 571/8416 [00:04<01:04, 121.65it/s]
    Epoch 2:  77%|███████▋  | 25821/33666 [15:42<04:46, 27.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 572/8416 [00:04<01:04, 121.65it/s]
    Epoch 2:  77%|███████▋  | 25822/33666 [15:42<04:46, 27.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 573/8416 [00:04<01:04, 121.66it/s]
    Epoch 2:  77%|███████▋  | 25823/33666 [15:42<04:46, 27.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 574/8416 [00:04<01:04, 121.67it/s]
    Epoch 2:  77%|███████▋  | 25824/33666 [15:42<04:46, 27.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 575/8416 [00:04<01:04, 121.68it/s]
    Epoch 2:  77%|███████▋  | 25825/33666 [15:42<04:46, 27.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 576/8416 [00:04<01:04, 121.69it/s]
    Epoch 2:  77%|███████▋  | 25826/33666 [15:42<04:46, 27.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 577/8416 [00:04<01:04, 121.69it/s]
    Epoch 2:  77%|███████▋  | 25827/33666 [15:42<04:45, 27.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 578/8416 [00:04<01:04, 121.67it/s]
    Epoch 2:  77%|███████▋  | 25828/33666 [15:42<04:45, 27.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 579/8416 [00:04<01:04, 121.67it/s]
    Epoch 2:  77%|███████▋  | 25829/33666 [15:42<04:45, 27.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 580/8416 [00:04<01:04, 121.67it/s]
    Epoch 2:  77%|███████▋  | 25830/33666 [15:42<04:45, 27.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 581/8416 [00:04<01:04, 121.67it/s]
    Epoch 2:  77%|███████▋  | 25831/33666 [15:42<04:45, 27.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 582/8416 [00:04<01:04, 121.68it/s]
    Epoch 2:  77%|███████▋  | 25832/33666 [15:42<04:45, 27.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 583/8416 [00:04<01:04, 121.69it/s]
    Epoch 2:  77%|███████▋  | 25833/33666 [15:42<04:45, 27.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 584/8416 [00:04<01:04, 121.70it/s]
    Epoch 2:  77%|███████▋  | 25834/33666 [15:42<04:45, 27.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 585/8416 [00:04<01:04, 121.71it/s]
    Epoch 2:  77%|███████▋  | 25835/33666 [15:42<04:45, 27.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 586/8416 [00:04<01:04, 121.71it/s]
    Epoch 2:  77%|███████▋  | 25836/33666 [15:42<04:45, 27.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 587/8416 [00:04<01:04, 121.71it/s]
    Epoch 2:  77%|███████▋  | 25837/33666 [15:42<04:45, 27.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 588/8416 [00:04<01:04, 121.71it/s]
    Epoch 2:  77%|███████▋  | 25838/33666 [15:42<04:45, 27.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 589/8416 [00:04<01:04, 121.72it/s]
    Epoch 2:  77%|███████▋  | 25839/33666 [15:42<04:45, 27.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 590/8416 [00:04<01:04, 121.72it/s]
    Epoch 2:  77%|███████▋  | 25840/33666 [15:42<04:45, 27.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 591/8416 [00:04<01:04, 121.73it/s]
    Epoch 2:  77%|███████▋  | 25841/33666 [15:42<04:45, 27.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 592/8416 [00:04<01:04, 121.74it/s]
    Epoch 2:  77%|███████▋  | 25842/33666 [15:42<04:45, 27.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 593/8416 [00:04<01:04, 121.75it/s]
    Epoch 2:  77%|███████▋  | 25843/33666 [15:42<04:45, 27.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 594/8416 [00:04<01:04, 121.76it/s]
    Epoch 2:  77%|███████▋  | 25844/33666 [15:42<04:45, 27.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 595/8416 [00:04<01:04, 121.75it/s]
    Epoch 2:  77%|███████▋  | 25845/33666 [15:42<04:45, 27.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 596/8416 [00:04<01:04, 121.75it/s]
    Epoch 2:  77%|███████▋  | 25846/33666 [15:42<04:45, 27.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 597/8416 [00:04<01:04, 121.75it/s]
    Epoch 2:  77%|███████▋  | 25847/33666 [15:42<04:45, 27.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 598/8416 [00:04<01:04, 121.76it/s]
    Epoch 2:  77%|███████▋  | 25848/33666 [15:42<04:45, 27.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 599/8416 [00:04<01:04, 121.77it/s]
    Epoch 2:  77%|███████▋  | 25849/33666 [15:42<04:44, 27.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 600/8416 [00:04<01:04, 121.78it/s]
    Epoch 2:  77%|███████▋  | 25850/33666 [15:42<04:44, 27.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 601/8416 [00:04<01:04, 121.79it/s]
    Epoch 2:  77%|███████▋  | 25851/33666 [15:42<04:44, 27.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 602/8416 [00:04<01:04, 121.79it/s]
    Epoch 2:  77%|███████▋  | 25852/33666 [15:42<04:44, 27.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 603/8416 [00:04<01:04, 121.79it/s]
    Epoch 2:  77%|███████▋  | 25853/33666 [15:42<04:44, 27.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 604/8416 [00:04<01:04, 121.79it/s]
    Epoch 2:  77%|███████▋  | 25854/33666 [15:42<04:44, 27.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 605/8416 [00:04<01:04, 121.79it/s]
    Epoch 2:  77%|███████▋  | 25855/33666 [15:42<04:44, 27.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 606/8416 [00:04<01:04, 121.80it/s]
    Epoch 2:  77%|███████▋  | 25856/33666 [15:42<04:44, 27.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 607/8416 [00:04<01:04, 121.81it/s]
    Epoch 2:  77%|███████▋  | 25857/33666 [15:42<04:44, 27.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 608/8416 [00:04<01:04, 121.81it/s]
    Epoch 2:  77%|███████▋  | 25858/33666 [15:42<04:44, 27.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 609/8416 [00:04<01:04, 121.82it/s]
    Epoch 2:  77%|███████▋  | 25859/33666 [15:42<04:44, 27.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 610/8416 [00:05<01:04, 121.83it/s]
    Epoch 2:  77%|███████▋  | 25860/33666 [15:42<04:44, 27.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 611/8416 [00:05<01:04, 121.82it/s]
    Epoch 2:  77%|███████▋  | 25861/33666 [15:42<04:44, 27.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 612/8416 [00:05<01:04, 121.82it/s]
    Epoch 2:  77%|███████▋  | 25862/33666 [15:42<04:44, 27.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 613/8416 [00:05<01:04, 121.82it/s]
    Epoch 2:  77%|███████▋  | 25863/33666 [15:42<04:44, 27.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 614/8416 [00:05<01:04, 121.83it/s]
    Epoch 2:  77%|███████▋  | 25864/33666 [15:42<04:44, 27.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 615/8416 [00:05<01:04, 121.84it/s]
    Epoch 2:  77%|███████▋  | 25865/33666 [15:42<04:44, 27.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 616/8416 [00:05<01:04, 121.84it/s]
    Epoch 2:  77%|███████▋  | 25866/33666 [15:42<04:44, 27.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 617/8416 [00:05<01:04, 121.85it/s]
    Epoch 2:  77%|███████▋  | 25867/33666 [15:42<04:44, 27.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 618/8416 [00:05<01:03, 121.86it/s]
    Epoch 2:  77%|███████▋  | 25868/33666 [15:42<04:44, 27.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 619/8416 [00:05<01:03, 121.85it/s]
    Epoch 2:  77%|███████▋  | 25869/33666 [15:42<04:44, 27.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 620/8416 [00:05<01:03, 121.85it/s]
    Epoch 2:  77%|███████▋  | 25870/33666 [15:42<04:44, 27.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 621/8416 [00:05<01:03, 121.85it/s]
    Epoch 2:  77%|███████▋  | 25871/33666 [15:42<04:43, 27.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 622/8416 [00:05<01:03, 121.86it/s]
    Epoch 2:  77%|███████▋  | 25872/33666 [15:42<04:43, 27.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 623/8416 [00:05<01:03, 121.87it/s]
    Epoch 2:  77%|███████▋  | 25873/33666 [15:42<04:43, 27.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 624/8416 [00:05<01:04, 121.67it/s]
    Epoch 2:  77%|███████▋  | 25874/33666 [15:42<04:43, 27.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 625/8416 [00:05<01:04, 121.66it/s]
    Epoch 2:  77%|███████▋  | 25875/33666 [15:42<04:43, 27.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 626/8416 [00:05<01:04, 121.66it/s]
    Epoch 2:  77%|███████▋  | 25876/33666 [15:42<04:43, 27.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 627/8416 [00:05<01:04, 121.67it/s]
    Epoch 2:  77%|███████▋  | 25877/33666 [15:42<04:43, 27.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 628/8416 [00:05<01:04, 121.68it/s]
    Epoch 2:  77%|███████▋  | 25878/33666 [15:42<04:43, 27.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 629/8416 [00:05<01:03, 121.69it/s]
    Epoch 2:  77%|███████▋  | 25879/33666 [15:42<04:43, 27.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 630/8416 [00:05<01:03, 121.69it/s]
    Epoch 2:  77%|███████▋  | 25880/33666 [15:42<04:43, 27.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   7%|▋         | 631/8416 [00:05<01:03, 121.69it/s]
    Epoch 2:  77%|███████▋  | 25881/33666 [15:42<04:43, 27.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 632/8416 [00:05<01:04, 121.61it/s]
    Epoch 2:  77%|███████▋  | 25882/33666 [15:42<04:43, 27.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 633/8416 [00:05<01:04, 121.60it/s]
    Epoch 2:  77%|███████▋  | 25883/33666 [15:42<04:43, 27.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 634/8416 [00:05<01:03, 121.60it/s]
    Epoch 2:  77%|███████▋  | 25884/33666 [15:42<04:43, 27.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 635/8416 [00:05<01:03, 121.61it/s]
    Epoch 2:  77%|███████▋  | 25885/33666 [15:42<04:43, 27.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 636/8416 [00:05<01:03, 121.62it/s]
    Epoch 2:  77%|███████▋  | 25886/33666 [15:42<04:43, 27.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 637/8416 [00:05<01:03, 121.62it/s]
    Epoch 2:  77%|███████▋  | 25887/33666 [15:42<04:43, 27.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 638/8416 [00:05<01:03, 121.63it/s]
    Epoch 2:  77%|███████▋  | 25888/33666 [15:42<04:43, 27.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 639/8416 [00:05<01:03, 121.63it/s]
    Epoch 2:  77%|███████▋  | 25889/33666 [15:42<04:43, 27.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 640/8416 [00:05<01:03, 121.56it/s]
    Epoch 2:  77%|███████▋  | 25890/33666 [15:42<04:43, 27.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 641/8416 [00:05<01:03, 121.54it/s]
    Epoch 2:  77%|███████▋  | 25891/33666 [15:42<04:43, 27.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 642/8416 [00:05<01:03, 121.53it/s]
    Epoch 2:  77%|███████▋  | 25892/33666 [15:42<04:43, 27.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 643/8416 [00:05<01:04, 121.43it/s]
    Epoch 2:  77%|███████▋  | 25893/33666 [15:42<04:43, 27.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 644/8416 [00:05<01:04, 121.39it/s]
    Epoch 2:  77%|███████▋  | 25894/33666 [15:42<04:42, 27.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 645/8416 [00:05<01:04, 121.38it/s]
    Epoch 2:  77%|███████▋  | 25895/33666 [15:42<04:42, 27.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 646/8416 [00:05<01:04, 121.39it/s]
    Epoch 2:  77%|███████▋  | 25896/33666 [15:42<04:42, 27.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 647/8416 [00:05<01:03, 121.39it/s]
    Epoch 2:  77%|███████▋  | 25897/33666 [15:42<04:42, 27.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 648/8416 [00:05<01:03, 121.40it/s]
    Epoch 2:  77%|███████▋  | 25898/33666 [15:42<04:42, 27.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 649/8416 [00:05<01:03, 121.41it/s]
    Epoch 2:  77%|███████▋  | 25899/33666 [15:42<04:42, 27.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 650/8416 [00:05<01:03, 121.42it/s]
    Epoch 2:  77%|███████▋  | 25900/33666 [15:42<04:42, 27.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 651/8416 [00:05<01:03, 121.42it/s]
    Epoch 2:  77%|███████▋  | 25901/33666 [15:42<04:42, 27.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 652/8416 [00:05<01:03, 121.40it/s]
    Epoch 2:  77%|███████▋  | 25902/33666 [15:42<04:42, 27.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 653/8416 [00:05<01:03, 121.38it/s]
    Epoch 2:  77%|███████▋  | 25903/33666 [15:42<04:42, 27.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 654/8416 [00:05<01:03, 121.39it/s]
    Epoch 2:  77%|███████▋  | 25904/33666 [15:42<04:42, 27.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 655/8416 [00:05<01:03, 121.39it/s]
    Epoch 2:  77%|███████▋  | 25905/33666 [15:42<04:42, 27.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 656/8416 [00:05<01:03, 121.40it/s]
    Epoch 2:  77%|███████▋  | 25906/33666 [15:42<04:42, 27.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 657/8416 [00:05<01:03, 121.41it/s]
    Epoch 2:  77%|███████▋  | 25907/33666 [15:42<04:42, 27.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 658/8416 [00:05<01:03, 121.42it/s]
    Epoch 2:  77%|███████▋  | 25908/33666 [15:42<04:42, 27.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 659/8416 [00:05<01:03, 121.42it/s]
    Epoch 2:  77%|███████▋  | 25909/33666 [15:42<04:42, 27.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 660/8416 [00:05<01:03, 121.40it/s]
    Epoch 2:  77%|███████▋  | 25910/33666 [15:42<04:42, 27.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 661/8416 [00:05<01:03, 121.39it/s]
    Epoch 2:  77%|███████▋  | 25911/33666 [15:42<04:42, 27.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 662/8416 [00:05<01:03, 121.38it/s]
    Epoch 2:  77%|███████▋  | 25912/33666 [15:42<04:42, 27.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 663/8416 [00:05<01:03, 121.39it/s]
    Epoch 2:  77%|███████▋  | 25913/33666 [15:42<04:42, 27.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 664/8416 [00:05<01:03, 121.39it/s]
    Epoch 2:  77%|███████▋  | 25914/33666 [15:42<04:42, 27.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 665/8416 [00:05<01:03, 121.40it/s]
    Epoch 2:  77%|███████▋  | 25915/33666 [15:42<04:42, 27.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 666/8416 [00:05<01:03, 121.41it/s]
    Epoch 2:  77%|███████▋  | 25916/33666 [15:42<04:41, 27.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 667/8416 [00:05<01:03, 121.41it/s]
    Epoch 2:  77%|███████▋  | 25917/33666 [15:42<04:41, 27.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 668/8416 [00:05<01:03, 121.39it/s]
    Epoch 2:  77%|███████▋  | 25918/33666 [15:42<04:41, 27.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 669/8416 [00:05<01:03, 121.38it/s]
    Epoch 2:  77%|███████▋  | 25919/33666 [15:42<04:41, 27.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 670/8416 [00:05<01:03, 121.38it/s]
    Epoch 2:  77%|███████▋  | 25920/33666 [15:42<04:41, 27.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 671/8416 [00:05<01:03, 121.38it/s]
    Epoch 2:  77%|███████▋  | 25921/33666 [15:42<04:41, 27.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 672/8416 [00:05<01:03, 121.39it/s]
    Epoch 2:  77%|███████▋  | 25922/33666 [15:42<04:41, 27.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 673/8416 [00:05<01:03, 121.40it/s]
    Epoch 2:  77%|███████▋  | 25923/33666 [15:42<04:41, 27.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 674/8416 [00:05<01:03, 121.40it/s]
    Epoch 2:  77%|███████▋  | 25924/33666 [15:42<04:41, 27.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 675/8416 [00:05<01:03, 121.41it/s]
    Epoch 2:  77%|███████▋  | 25925/33666 [15:42<04:41, 27.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 676/8416 [00:05<01:03, 121.39it/s]
    Epoch 2:  77%|███████▋  | 25926/33666 [15:43<04:41, 27.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 677/8416 [00:05<01:03, 121.37it/s]
    Epoch 2:  77%|███████▋  | 25927/33666 [15:43<04:41, 27.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 678/8416 [00:05<01:03, 121.38it/s]
    Epoch 2:  77%|███████▋  | 25928/33666 [15:43<04:41, 27.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 679/8416 [00:05<01:03, 121.38it/s]
    Epoch 2:  77%|███████▋  | 25929/33666 [15:43<04:41, 27.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 680/8416 [00:05<01:03, 121.39it/s]
    Epoch 2:  77%|███████▋  | 25930/33666 [15:43<04:41, 27.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 681/8416 [00:05<01:03, 121.39it/s]
    Epoch 2:  77%|███████▋  | 25931/33666 [15:43<04:41, 27.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 682/8416 [00:05<01:03, 121.40it/s]
    Epoch 2:  77%|███████▋  | 25932/33666 [15:43<04:41, 27.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 683/8416 [00:05<01:03, 121.40it/s]
    Epoch 2:  77%|███████▋  | 25933/33666 [15:43<04:41, 27.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 684/8416 [00:05<01:03, 121.39it/s]
    Epoch 2:  77%|███████▋  | 25934/33666 [15:43<04:41, 27.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 685/8416 [00:05<01:03, 121.37it/s]
    Epoch 2:  77%|███████▋  | 25935/33666 [15:43<04:41, 27.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 686/8416 [00:05<01:03, 121.37it/s]
    Epoch 2:  77%|███████▋  | 25936/33666 [15:43<04:41, 27.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 687/8416 [00:05<01:03, 121.37it/s]
    Epoch 2:  77%|███████▋  | 25937/33666 [15:43<04:41, 27.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 688/8416 [00:05<01:03, 121.38it/s]
    Epoch 2:  77%|███████▋  | 25938/33666 [15:43<04:40, 27.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 689/8416 [00:05<01:03, 121.39it/s]
    Epoch 2:  77%|███████▋  | 25939/33666 [15:43<04:40, 27.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 690/8416 [00:05<01:03, 121.39it/s]
    Epoch 2:  77%|███████▋  | 25940/33666 [15:43<04:40, 27.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 691/8416 [00:05<01:03, 121.40it/s]
    Epoch 2:  77%|███████▋  | 25941/33666 [15:43<04:40, 27.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 692/8416 [00:05<01:03, 121.38it/s]
    Epoch 2:  77%|███████▋  | 25942/33666 [15:43<04:40, 27.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 693/8416 [00:05<01:03, 121.37it/s]
    Epoch 2:  77%|███████▋  | 25943/33666 [15:43<04:40, 27.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 694/8416 [00:05<01:03, 121.37it/s]
    Epoch 2:  77%|███████▋  | 25944/33666 [15:43<04:40, 27.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 695/8416 [00:05<01:03, 121.37it/s]
    Epoch 2:  77%|███████▋  | 25945/33666 [15:43<04:40, 27.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 696/8416 [00:05<01:03, 121.38it/s]
    Epoch 2:  77%|███████▋  | 25946/33666 [15:43<04:40, 27.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 697/8416 [00:05<01:03, 121.39it/s]
    Epoch 2:  77%|███████▋  | 25947/33666 [15:43<04:40, 27.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 698/8416 [00:05<01:03, 121.39it/s]
    Epoch 2:  77%|███████▋  | 25948/33666 [15:43<04:40, 27.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 699/8416 [00:05<01:03, 121.40it/s]
    Epoch 2:  77%|███████▋  | 25949/33666 [15:43<04:40, 27.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 700/8416 [00:05<01:03, 121.38it/s]
    Epoch 2:  77%|███████▋  | 25950/33666 [15:43<04:40, 27.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 701/8416 [00:05<01:03, 121.37it/s]
    Epoch 2:  77%|███████▋  | 25951/33666 [15:43<04:40, 27.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 702/8416 [00:05<01:03, 121.37it/s]
    Epoch 2:  77%|███████▋  | 25952/33666 [15:43<04:40, 27.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 703/8416 [00:05<01:03, 121.37it/s]
    Epoch 2:  77%|███████▋  | 25953/33666 [15:43<04:40, 27.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 704/8416 [00:05<01:03, 121.38it/s]
    Epoch 2:  77%|███████▋  | 25954/33666 [15:43<04:40, 27.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 705/8416 [00:05<01:03, 121.27it/s]
    Epoch 2:  77%|███████▋  | 25955/33666 [15:43<04:40, 27.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 706/8416 [00:05<01:03, 121.26it/s]
    Epoch 2:  77%|███████▋  | 25956/33666 [15:43<04:40, 27.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 707/8416 [00:05<01:03, 121.27it/s]
    Epoch 2:  77%|███████▋  | 25957/33666 [15:43<04:40, 27.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 708/8416 [00:05<01:03, 121.20it/s]
    Epoch 2:  77%|███████▋  | 25958/33666 [15:43<04:40, 27.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 709/8416 [00:05<01:03, 121.20it/s]
    Epoch 2:  77%|███████▋  | 25959/33666 [15:43<04:40, 27.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 710/8416 [00:05<01:03, 121.21it/s]
    Epoch 2:  77%|███████▋  | 25960/33666 [15:43<04:40, 27.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 711/8416 [00:05<01:03, 121.21it/s]
    Epoch 2:  77%|███████▋  | 25961/33666 [15:43<04:39, 27.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 712/8416 [00:05<01:03, 121.22it/s]
    Epoch 2:  77%|███████▋  | 25962/33666 [15:43<04:39, 27.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 713/8416 [00:05<01:03, 121.23it/s]
    Epoch 2:  77%|███████▋  | 25963/33666 [15:43<04:39, 27.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 714/8416 [00:05<01:03, 121.24it/s]
    Epoch 2:  77%|███████▋  | 25964/33666 [15:43<04:39, 27.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   8%|▊         | 715/8416 [00:05<01:03, 121.24it/s]
    Epoch 2:  77%|███████▋  | 25965/33666 [15:43<04:39, 27.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▊         | 716/8416 [00:05<01:03, 121.17it/s]
    Epoch 2:  77%|███████▋  | 25966/33666 [15:43<04:39, 27.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▊         | 717/8416 [00:05<01:03, 121.16it/s]
    Epoch 2:  77%|███████▋  | 25967/33666 [15:43<04:39, 27.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▊         | 718/8416 [00:05<01:03, 121.17it/s]
    Epoch 2:  77%|███████▋  | 25968/33666 [15:43<04:39, 27.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▊         | 719/8416 [00:05<01:03, 121.17it/s]
    Epoch 2:  77%|███████▋  | 25969/33666 [15:43<04:39, 27.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▊         | 720/8416 [00:05<01:03, 121.18it/s]
    Epoch 2:  77%|███████▋  | 25970/33666 [15:43<04:39, 27.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▊         | 721/8416 [00:05<01:03, 121.19it/s]
    Epoch 2:  77%|███████▋  | 25971/33666 [15:43<04:39, 27.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▊         | 722/8416 [00:05<01:03, 121.20it/s]
    Epoch 2:  77%|███████▋  | 25972/33666 [15:43<04:39, 27.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▊         | 723/8416 [00:05<01:03, 121.20it/s]
    Epoch 2:  77%|███████▋  | 25973/33666 [15:43<04:39, 27.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▊         | 724/8416 [00:05<01:03, 121.14it/s]
    Epoch 2:  77%|███████▋  | 25974/33666 [15:43<04:39, 27.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▊         | 725/8416 [00:05<01:03, 121.12it/s]
    Epoch 2:  77%|███████▋  | 25975/33666 [15:43<04:39, 27.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▊         | 726/8416 [00:05<01:03, 121.13it/s]
    Epoch 2:  77%|███████▋  | 25976/33666 [15:43<04:39, 27.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▊         | 727/8416 [00:06<01:03, 121.14it/s]
    Epoch 2:  77%|███████▋  | 25977/33666 [15:43<04:39, 27.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▊         | 728/8416 [00:06<01:03, 121.14it/s]
    Epoch 2:  77%|███████▋  | 25978/33666 [15:43<04:39, 27.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▊         | 729/8416 [00:06<01:03, 121.15it/s]
    Epoch 2:  77%|███████▋  | 25979/33666 [15:43<04:39, 27.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▊         | 730/8416 [00:06<01:03, 121.16it/s]
    Epoch 2:  77%|███████▋  | 25980/33666 [15:43<04:39, 27.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▊         | 731/8416 [00:06<01:03, 121.16it/s]
    Epoch 2:  77%|███████▋  | 25981/33666 [15:43<04:39, 27.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▊         | 732/8416 [00:06<01:03, 121.09it/s]
    Epoch 2:  77%|███████▋  | 25982/33666 [15:43<04:39, 27.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▊         | 733/8416 [00:06<01:03, 121.07it/s]
    Epoch 2:  77%|███████▋  | 25983/33666 [15:43<04:38, 27.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▊         | 734/8416 [00:06<01:03, 121.07it/s]
    Epoch 2:  77%|███████▋  | 25984/33666 [15:43<04:38, 27.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▊         | 735/8416 [00:06<01:03, 121.07it/s]
    Epoch 2:  77%|███████▋  | 25985/33666 [15:43<04:38, 27.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▊         | 736/8416 [00:06<01:03, 121.08it/s]
    Epoch 2:  77%|███████▋  | 25986/33666 [15:43<04:38, 27.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 737/8416 [00:06<01:03, 121.09it/s]
    Epoch 2:  77%|███████▋  | 25987/33666 [15:43<04:38, 27.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 738/8416 [00:06<01:03, 121.10it/s]
    Epoch 2:  77%|███████▋  | 25988/33666 [15:43<04:38, 27.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 739/8416 [00:06<01:03, 121.10it/s]
    Epoch 2:  77%|███████▋  | 25989/33666 [15:43<04:38, 27.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 740/8416 [00:06<01:03, 121.04it/s]
    Epoch 2:  77%|███████▋  | 25990/33666 [15:43<04:38, 27.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 741/8416 [00:06<01:03, 121.02it/s]
    Epoch 2:  77%|███████▋  | 25991/33666 [15:43<04:38, 27.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 742/8416 [00:06<01:03, 121.02it/s]
    Epoch 2:  77%|███████▋  | 25992/33666 [15:43<04:38, 27.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 743/8416 [00:06<01:03, 121.02it/s]
    Epoch 2:  77%|███████▋  | 25993/33666 [15:43<04:38, 27.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 744/8416 [00:06<01:03, 121.02it/s]
    Epoch 2:  77%|███████▋  | 25994/33666 [15:43<04:38, 27.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 745/8416 [00:06<01:03, 121.03it/s]
    Epoch 2:  77%|███████▋  | 25995/33666 [15:43<04:38, 27.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 746/8416 [00:06<01:03, 121.03it/s]
    Epoch 2:  77%|███████▋  | 25996/33666 [15:43<04:38, 27.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 747/8416 [00:06<01:03, 121.02it/s]
    Epoch 2:  77%|███████▋  | 25997/33666 [15:43<04:38, 27.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 748/8416 [00:06<01:03, 120.96it/s]
    Epoch 2:  77%|███████▋  | 25998/33666 [15:43<04:38, 27.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 749/8416 [00:06<01:03, 120.95it/s]
    Epoch 2:  77%|███████▋  | 25999/33666 [15:43<04:38, 27.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 750/8416 [00:06<01:03, 120.95it/s]
    Epoch 2:  77%|███████▋  | 26000/33666 [15:43<04:38, 27.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 751/8416 [00:06<01:03, 120.95it/s]
    Epoch 2:  77%|███████▋  | 26001/33666 [15:43<04:38, 27.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 752/8416 [00:06<01:03, 120.95it/s]
    Epoch 2:  77%|███████▋  | 26002/33666 [15:43<04:38, 27.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 753/8416 [00:06<01:03, 120.95it/s]
    Epoch 2:  77%|███████▋  | 26003/33666 [15:43<04:38, 27.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 754/8416 [00:06<01:03, 120.95it/s]
    Epoch 2:  77%|███████▋  | 26004/33666 [15:43<04:38, 27.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 755/8416 [00:06<01:03, 120.96it/s]
    Epoch 2:  77%|███████▋  | 26005/33666 [15:43<04:38, 27.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 756/8416 [00:06<01:03, 120.90it/s]
    Epoch 2:  77%|███████▋  | 26006/33666 [15:43<04:37, 27.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 757/8416 [00:06<01:03, 120.88it/s]
    Epoch 2:  77%|███████▋  | 26007/33666 [15:43<04:37, 27.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 758/8416 [00:06<01:03, 120.88it/s]
    Epoch 2:  77%|███████▋  | 26008/33666 [15:43<04:37, 27.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 759/8416 [00:06<01:03, 120.88it/s]
    Epoch 2:  77%|███████▋  | 26009/33666 [15:43<04:37, 27.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 760/8416 [00:06<01:03, 120.88it/s]
    Epoch 2:  77%|███████▋  | 26010/33666 [15:43<04:37, 27.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 761/8416 [00:06<01:03, 120.88it/s]
    Epoch 2:  77%|███████▋  | 26011/33666 [15:43<04:37, 27.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 762/8416 [00:06<01:03, 120.88it/s]
    Epoch 2:  77%|███████▋  | 26012/33666 [15:43<04:37, 27.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 763/8416 [00:06<01:03, 120.88it/s]
    Epoch 2:  77%|███████▋  | 26013/33666 [15:43<04:37, 27.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 764/8416 [00:06<01:03, 120.82it/s]
    Epoch 2:  77%|███████▋  | 26014/33666 [15:43<04:37, 27.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 765/8416 [00:06<01:03, 120.80it/s]
    Epoch 2:  77%|███████▋  | 26015/33666 [15:43<04:37, 27.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 766/8416 [00:06<01:03, 120.80it/s]
    Epoch 2:  77%|███████▋  | 26016/33666 [15:43<04:37, 27.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 767/8416 [00:06<01:03, 120.80it/s]
    Epoch 2:  77%|███████▋  | 26017/33666 [15:43<04:37, 27.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 768/8416 [00:06<01:03, 120.80it/s]
    Epoch 2:  77%|███████▋  | 26018/33666 [15:43<04:37, 27.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 769/8416 [00:06<01:03, 120.80it/s]
    Epoch 2:  77%|███████▋  | 26019/33666 [15:43<04:37, 27.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 770/8416 [00:06<01:03, 120.79it/s]
    Epoch 2:  77%|███████▋  | 26020/33666 [15:43<04:37, 27.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 771/8416 [00:06<01:03, 120.80it/s]
    Epoch 2:  77%|███████▋  | 26021/33666 [15:43<04:37, 27.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 772/8416 [00:06<01:03, 120.74it/s]
    Epoch 2:  77%|███████▋  | 26022/33666 [15:43<04:37, 27.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 773/8416 [00:06<01:03, 120.72it/s]
    Epoch 2:  77%|███████▋  | 26023/33666 [15:43<04:37, 27.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 774/8416 [00:06<01:03, 120.72it/s]
    Epoch 2:  77%|███████▋  | 26024/33666 [15:43<04:37, 27.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 775/8416 [00:06<01:03, 120.72it/s]
    Epoch 2:  77%|███████▋  | 26025/33666 [15:43<04:37, 27.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 776/8416 [00:06<01:03, 120.73it/s]
    Epoch 2:  77%|███████▋  | 26026/33666 [15:43<04:37, 27.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 777/8416 [00:06<01:03, 120.73it/s]
    Epoch 2:  77%|███████▋  | 26027/33666 [15:43<04:37, 27.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 778/8416 [00:06<01:03, 120.74it/s]
    Epoch 2:  77%|███████▋  | 26028/33666 [15:43<04:36, 27.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 779/8416 [00:06<01:03, 120.74it/s]
    Epoch 2:  77%|███████▋  | 26029/33666 [15:43<04:36, 27.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 780/8416 [00:06<01:03, 120.63it/s]
    Epoch 2:  77%|███████▋  | 26030/33666 [15:43<04:36, 27.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 781/8416 [00:06<01:03, 120.62it/s]
    Epoch 2:  77%|███████▋  | 26031/33666 [15:43<04:36, 27.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 782/8416 [00:06<01:03, 120.62it/s]
    Epoch 2:  77%|███████▋  | 26032/33666 [15:43<04:36, 27.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 783/8416 [00:06<01:03, 120.62it/s]
    Epoch 2:  77%|███████▋  | 26033/33666 [15:43<04:36, 27.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 784/8416 [00:06<01:03, 120.63it/s]
    Epoch 2:  77%|███████▋  | 26034/33666 [15:43<04:36, 27.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 785/8416 [00:06<01:03, 120.63it/s]
    Epoch 2:  77%|███████▋  | 26035/33666 [15:43<04:36, 27.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 786/8416 [00:06<01:03, 120.63it/s]
    Epoch 2:  77%|███████▋  | 26036/33666 [15:43<04:36, 27.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 787/8416 [00:06<01:03, 120.63it/s]
    Epoch 2:  77%|███████▋  | 26037/33666 [15:43<04:36, 27.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 788/8416 [00:06<01:03, 120.57it/s]
    Epoch 2:  77%|███████▋  | 26038/33666 [15:43<04:36, 27.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 789/8416 [00:06<01:03, 120.56it/s]
    Epoch 2:  77%|███████▋  | 26039/33666 [15:43<04:36, 27.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 790/8416 [00:06<01:03, 120.56it/s]
    Epoch 2:  77%|███████▋  | 26040/33666 [15:43<04:36, 27.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 791/8416 [00:06<01:03, 120.56it/s]
    Epoch 2:  77%|███████▋  | 26041/33666 [15:43<04:36, 27.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 792/8416 [00:06<01:03, 120.56it/s]
    Epoch 2:  77%|███████▋  | 26042/33666 [15:44<04:36, 27.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 793/8416 [00:06<01:03, 120.57it/s]
    Epoch 2:  77%|███████▋  | 26043/33666 [15:44<04:36, 27.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 794/8416 [00:06<01:03, 120.57it/s]
    Epoch 2:  77%|███████▋  | 26044/33666 [15:44<04:36, 27.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 795/8416 [00:06<01:03, 120.56it/s]
    Epoch 2:  77%|███████▋  | 26045/33666 [15:44<04:36, 27.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 796/8416 [00:06<01:03, 120.51it/s]
    Epoch 2:  77%|███████▋  | 26046/33666 [15:44<04:36, 27.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 797/8416 [00:06<01:03, 120.49it/s]
    Epoch 2:  77%|███████▋  | 26047/33666 [15:44<04:36, 27.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 798/8416 [00:06<01:03, 120.49it/s]
    Epoch 2:  77%|███████▋  | 26048/33666 [15:44<04:36, 27.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:   9%|▉         | 799/8416 [00:06<01:03, 120.49it/s]
    Epoch 2:  77%|███████▋  | 26049/33666 [15:44<04:36, 27.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|▉         | 800/8416 [00:06<01:03, 120.49it/s]
    Epoch 2:  77%|███████▋  | 26050/33666 [15:44<04:36, 27.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|▉         | 801/8416 [00:06<01:03, 120.49it/s]
    Epoch 2:  77%|███████▋  | 26051/33666 [15:44<04:35, 27.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|▉         | 802/8416 [00:06<01:03, 120.49it/s]
    Epoch 2:  77%|███████▋  | 26052/33666 [15:44<04:35, 27.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|▉         | 803/8416 [00:06<01:03, 120.49it/s]
    Epoch 2:  77%|███████▋  | 26053/33666 [15:44<04:35, 27.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|▉         | 804/8416 [00:06<01:03, 120.43it/s]
    Epoch 2:  77%|███████▋  | 26054/33666 [15:44<04:35, 27.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|▉         | 805/8416 [00:06<01:03, 120.42it/s]
    Epoch 2:  77%|███████▋  | 26055/33666 [15:44<04:35, 27.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|▉         | 806/8416 [00:06<01:03, 120.42it/s]
    Epoch 2:  77%|███████▋  | 26056/33666 [15:44<04:35, 27.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|▉         | 807/8416 [00:06<01:03, 120.42it/s]
    Epoch 2:  77%|███████▋  | 26057/33666 [15:44<04:35, 27.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|▉         | 808/8416 [00:06<01:03, 120.42it/s]
    Epoch 2:  77%|███████▋  | 26058/33666 [15:44<04:35, 27.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|▉         | 809/8416 [00:06<01:03, 120.43it/s]
    Epoch 2:  77%|███████▋  | 26059/33666 [15:44<04:35, 27.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|▉         | 810/8416 [00:06<01:03, 120.40it/s]
    Epoch 2:  77%|███████▋  | 26060/33666 [15:44<04:35, 27.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|▉         | 811/8416 [00:06<01:03, 120.40it/s]
    Epoch 2:  77%|███████▋  | 26061/33666 [15:44<04:35, 27.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|▉         | 812/8416 [00:06<01:03, 120.35it/s]
    Epoch 2:  77%|███████▋  | 26062/33666 [15:44<04:35, 27.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|▉         | 813/8416 [00:06<01:03, 120.34it/s]
    Epoch 2:  77%|███████▋  | 26063/33666 [15:44<04:35, 27.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|▉         | 814/8416 [00:06<01:03, 120.34it/s]
    Epoch 2:  77%|███████▋  | 26064/33666 [15:44<04:35, 27.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|▉         | 815/8416 [00:06<01:03, 120.34it/s]
    Epoch 2:  77%|███████▋  | 26065/33666 [15:44<04:35, 27.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|▉         | 816/8416 [00:06<01:03, 120.34it/s]
    Epoch 2:  77%|███████▋  | 26066/33666 [15:44<04:35, 27.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|▉         | 817/8416 [00:06<01:03, 120.35it/s]
    Epoch 2:  77%|███████▋  | 26067/33666 [15:44<04:35, 27.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|▉         | 818/8416 [00:06<01:03, 120.36it/s]
    Epoch 2:  77%|███████▋  | 26068/33666 [15:44<04:35, 27.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|▉         | 819/8416 [00:06<01:03, 120.36it/s]
    Epoch 2:  77%|███████▋  | 26069/33666 [15:44<04:35, 27.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|▉         | 820/8416 [00:06<01:03, 120.31it/s]
    Epoch 2:  77%|███████▋  | 26070/33666 [15:44<04:35, 27.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|▉         | 821/8416 [00:06<01:03, 120.30it/s]
    Epoch 2:  77%|███████▋  | 26071/33666 [15:44<04:35, 27.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|▉         | 822/8416 [00:06<01:03, 120.30it/s]
    Epoch 2:  77%|███████▋  | 26072/33666 [15:44<04:35, 27.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|▉         | 823/8416 [00:06<01:03, 120.30it/s]
    Epoch 2:  77%|███████▋  | 26073/33666 [15:44<04:34, 27.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|▉         | 824/8416 [00:06<01:03, 120.30it/s]
    Epoch 2:  77%|███████▋  | 26074/33666 [15:44<04:34, 27.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|▉         | 825/8416 [00:06<01:03, 120.30it/s]
    Epoch 2:  77%|███████▋  | 26075/33666 [15:44<04:34, 27.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|▉         | 826/8416 [00:06<01:03, 120.31it/s]
    Epoch 2:  77%|███████▋  | 26076/33666 [15:44<04:34, 27.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|▉         | 827/8416 [00:06<01:03, 120.31it/s]
    Epoch 2:  77%|███████▋  | 26077/33666 [15:44<04:34, 27.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|▉         | 828/8416 [00:06<01:03, 120.26it/s]
    Epoch 2:  77%|███████▋  | 26078/33666 [15:44<04:34, 27.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|▉         | 829/8416 [00:06<01:03, 120.24it/s]
    Epoch 2:  77%|███████▋  | 26079/33666 [15:44<04:34, 27.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|▉         | 830/8416 [00:06<01:03, 120.25it/s]
    Epoch 2:  77%|███████▋  | 26080/33666 [15:44<04:34, 27.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|▉         | 831/8416 [00:06<01:03, 120.25it/s]
    Epoch 2:  77%|███████▋  | 26081/33666 [15:44<04:34, 27.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|▉         | 832/8416 [00:06<01:03, 120.25it/s]
    Epoch 2:  77%|███████▋  | 26082/33666 [15:44<04:34, 27.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|▉         | 833/8416 [00:06<01:03, 120.25it/s]
    Epoch 2:  77%|███████▋  | 26083/33666 [15:44<04:34, 27.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|▉         | 834/8416 [00:06<01:03, 120.24it/s]
    Epoch 2:  77%|███████▋  | 26084/33666 [15:44<04:34, 27.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|▉         | 835/8416 [00:06<01:03, 120.24it/s]
    Epoch 2:  77%|███████▋  | 26085/33666 [15:44<04:34, 27.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|▉         | 836/8416 [00:06<01:03, 120.18it/s]
    Epoch 2:  77%|███████▋  | 26086/33666 [15:44<04:34, 27.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|▉         | 837/8416 [00:06<01:03, 120.17it/s]
    Epoch 2:  77%|███████▋  | 26087/33666 [15:44<04:34, 27.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|▉         | 838/8416 [00:06<01:03, 120.17it/s]
    Epoch 2:  77%|███████▋  | 26088/33666 [15:44<04:34, 27.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|▉         | 839/8416 [00:06<01:03, 120.17it/s]
    Epoch 2:  77%|███████▋  | 26089/33666 [15:44<04:34, 27.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|▉         | 840/8416 [00:06<01:03, 120.18it/s]
    Epoch 2:  77%|███████▋  | 26090/33666 [15:44<04:34, 27.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|▉         | 841/8416 [00:06<01:03, 120.18it/s]
    Epoch 2:  77%|███████▋  | 26091/33666 [15:44<04:34, 27.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|█         | 842/8416 [00:07<01:03, 120.19it/s]
    Epoch 2:  78%|███████▊  | 26092/33666 [15:44<04:34, 27.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|█         | 843/8416 [00:07<01:03, 120.19it/s]
    Epoch 2:  78%|███████▊  | 26093/33666 [15:44<04:34, 27.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|█         | 844/8416 [00:07<01:03, 120.15it/s]
    Epoch 2:  78%|███████▊  | 26094/33666 [15:44<04:34, 27.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|█         | 845/8416 [00:07<01:03, 120.14it/s]
    Epoch 2:  78%|███████▊  | 26095/33666 [15:44<04:34, 27.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|█         | 846/8416 [00:07<01:03, 120.14it/s]
    Epoch 2:  78%|███████▊  | 26096/33666 [15:44<04:33, 27.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|█         | 847/8416 [00:07<01:03, 120.14it/s]
    Epoch 2:  78%|███████▊  | 26097/33666 [15:44<04:33, 27.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|█         | 848/8416 [00:07<01:02, 120.14it/s]
    Epoch 2:  78%|███████▊  | 26098/33666 [15:44<04:33, 27.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|█         | 849/8416 [00:07<01:02, 120.15it/s]
    Epoch 2:  78%|███████▊  | 26099/33666 [15:44<04:33, 27.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|█         | 850/8416 [00:07<01:02, 120.15it/s]
    Epoch 2:  78%|███████▊  | 26100/33666 [15:44<04:33, 27.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|█         | 851/8416 [00:07<01:02, 120.15it/s]
    Epoch 2:  78%|███████▊  | 26101/33666 [15:44<04:33, 27.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|█         | 852/8416 [00:07<01:02, 120.14it/s]
    Epoch 2:  78%|███████▊  | 26102/33666 [15:44<04:33, 27.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|█         | 853/8416 [00:07<01:02, 120.13it/s]
    Epoch 2:  78%|███████▊  | 26103/33666 [15:44<04:33, 27.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|█         | 854/8416 [00:07<01:02, 120.13it/s]
    Epoch 2:  78%|███████▊  | 26104/33666 [15:44<04:33, 27.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|█         | 855/8416 [00:07<01:02, 120.14it/s]
    Epoch 2:  78%|███████▊  | 26105/33666 [15:44<04:33, 27.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|█         | 856/8416 [00:07<01:02, 120.15it/s]
    Epoch 2:  78%|███████▊  | 26106/33666 [15:44<04:33, 27.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|█         | 857/8416 [00:07<01:02, 120.16it/s]
    Epoch 2:  78%|███████▊  | 26107/33666 [15:44<04:33, 27.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|█         | 858/8416 [00:07<01:02, 120.16it/s]
    Epoch 2:  78%|███████▊  | 26108/33666 [15:44<04:33, 27.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|█         | 859/8416 [00:07<01:02, 120.17it/s]
    Epoch 2:  78%|███████▊  | 26109/33666 [15:44<04:33, 27.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|█         | 860/8416 [00:07<01:02, 120.16it/s]
    Epoch 2:  78%|███████▊  | 26110/33666 [15:44<04:33, 27.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|█         | 861/8416 [00:07<01:02, 120.15it/s]
    Epoch 2:  78%|███████▊  | 26111/33666 [15:44<04:33, 27.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|█         | 862/8416 [00:07<01:02, 120.15it/s]
    Epoch 2:  78%|███████▊  | 26112/33666 [15:44<04:33, 27.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|█         | 863/8416 [00:07<01:02, 120.16it/s]
    Epoch 2:  78%|███████▊  | 26113/33666 [15:44<04:33, 27.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|█         | 864/8416 [00:07<01:02, 120.17it/s]
    Epoch 2:  78%|███████▊  | 26114/33666 [15:44<04:33, 27.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|█         | 865/8416 [00:07<01:02, 120.17it/s]
    Epoch 2:  78%|███████▊  | 26115/33666 [15:44<04:33, 27.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|█         | 866/8416 [00:07<01:02, 120.18it/s]
    Epoch 2:  78%|███████▊  | 26116/33666 [15:44<04:33, 27.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|█         | 867/8416 [00:07<01:02, 120.15it/s]
    Epoch 2:  78%|███████▊  | 26117/33666 [15:44<04:33, 27.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|█         | 868/8416 [00:07<01:02, 120.13it/s]
    Epoch 2:  78%|███████▊  | 26118/33666 [15:44<04:33, 27.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|█         | 869/8416 [00:07<01:02, 120.12it/s]
    Epoch 2:  78%|███████▊  | 26119/33666 [15:44<04:32, 27.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|█         | 870/8416 [00:07<01:02, 120.12it/s]
    Epoch 2:  78%|███████▊  | 26120/33666 [15:44<04:32, 27.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|█         | 871/8416 [00:07<01:02, 120.12it/s]
    Epoch 2:  78%|███████▊  | 26121/33666 [15:44<04:32, 27.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|█         | 872/8416 [00:07<01:02, 120.12it/s]
    Epoch 2:  78%|███████▊  | 26122/33666 [15:44<04:32, 27.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|█         | 873/8416 [00:07<01:02, 120.13it/s]
    Epoch 2:  78%|███████▊  | 26123/33666 [15:44<04:32, 27.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|█         | 874/8416 [00:07<01:02, 120.13it/s]
    Epoch 2:  78%|███████▊  | 26124/33666 [15:44<04:32, 27.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|█         | 875/8416 [00:07<01:02, 120.14it/s]
    Epoch 2:  78%|███████▊  | 26125/33666 [15:44<04:32, 27.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|█         | 876/8416 [00:07<01:02, 120.13it/s]
    Epoch 2:  78%|███████▊  | 26126/33666 [15:44<04:32, 27.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|█         | 877/8416 [00:07<01:02, 120.12it/s]
    Epoch 2:  78%|███████▊  | 26127/33666 [15:44<04:32, 27.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|█         | 878/8416 [00:07<01:02, 120.12it/s]
    Epoch 2:  78%|███████▊  | 26128/33666 [15:44<04:32, 27.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|█         | 879/8416 [00:07<01:02, 120.13it/s]
    Epoch 2:  78%|███████▊  | 26129/33666 [15:44<04:32, 27.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|█         | 880/8416 [00:07<01:02, 120.14it/s]
    Epoch 2:  78%|███████▊  | 26130/33666 [15:44<04:32, 27.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|█         | 881/8416 [00:07<01:02, 120.14it/s]
    Epoch 2:  78%|███████▊  | 26131/33666 [15:44<04:32, 27.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|█         | 882/8416 [00:07<01:02, 120.15it/s]
    Epoch 2:  78%|███████▊  | 26132/33666 [15:44<04:32, 27.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  10%|█         | 883/8416 [00:07<01:02, 120.15it/s]
    Epoch 2:  78%|███████▊  | 26133/33666 [15:44<04:32, 27.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 884/8416 [00:07<01:02, 120.11it/s]
    Epoch 2:  78%|███████▊  | 26134/33666 [15:44<04:32, 27.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 885/8416 [00:07<01:02, 120.10it/s]
    Epoch 2:  78%|███████▊  | 26135/33666 [15:44<04:32, 27.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 886/8416 [00:07<01:02, 120.09it/s]
    Epoch 2:  78%|███████▊  | 26136/33666 [15:44<04:32, 27.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 887/8416 [00:07<01:02, 120.10it/s]
    Epoch 2:  78%|███████▊  | 26137/33666 [15:44<04:32, 27.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 888/8416 [00:07<01:02, 120.10it/s]
    Epoch 2:  78%|███████▊  | 26138/33666 [15:44<04:32, 27.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 889/8416 [00:07<01:02, 120.11it/s]
    Epoch 2:  78%|███████▊  | 26139/33666 [15:44<04:32, 27.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 890/8416 [00:07<01:02, 120.12it/s]
    Epoch 2:  78%|███████▊  | 26140/33666 [15:44<04:32, 27.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 891/8416 [00:07<01:02, 120.12it/s]
    Epoch 2:  78%|███████▊  | 26141/33666 [15:44<04:31, 27.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 892/8416 [00:07<01:02, 120.11it/s]
    Epoch 2:  78%|███████▊  | 26142/33666 [15:44<04:31, 27.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 893/8416 [00:07<01:02, 120.10it/s]
    Epoch 2:  78%|███████▊  | 26143/33666 [15:44<04:31, 27.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 894/8416 [00:07<01:02, 120.10it/s]
    Epoch 2:  78%|███████▊  | 26144/33666 [15:44<04:31, 27.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 895/8416 [00:07<01:02, 120.11it/s]
    Epoch 2:  78%|███████▊  | 26145/33666 [15:44<04:31, 27.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 896/8416 [00:07<01:02, 120.11it/s]
    Epoch 2:  78%|███████▊  | 26146/33666 [15:44<04:31, 27.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 897/8416 [00:07<01:02, 120.12it/s]
    Epoch 2:  78%|███████▊  | 26147/33666 [15:44<04:31, 27.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 898/8416 [00:07<01:02, 120.12it/s]
    Epoch 2:  78%|███████▊  | 26148/33666 [15:44<04:31, 27.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 899/8416 [00:07<01:02, 120.12it/s]
    Epoch 2:  78%|███████▊  | 26149/33666 [15:44<04:31, 27.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 900/8416 [00:07<01:02, 120.11it/s]
    Epoch 2:  78%|███████▊  | 26150/33666 [15:44<04:31, 27.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 901/8416 [00:07<01:02, 120.10it/s]
    Epoch 2:  78%|███████▊  | 26151/33666 [15:44<04:31, 27.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 902/8416 [00:07<01:02, 120.10it/s]
    Epoch 2:  78%|███████▊  | 26152/33666 [15:44<04:31, 27.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 903/8416 [00:07<01:02, 120.11it/s]
    Epoch 2:  78%|███████▊  | 26153/33666 [15:44<04:31, 27.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 904/8416 [00:07<01:02, 120.11it/s]
    Epoch 2:  78%|███████▊  | 26154/33666 [15:44<04:31, 27.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 905/8416 [00:07<01:02, 120.12it/s]
    Epoch 2:  78%|███████▊  | 26155/33666 [15:44<04:31, 27.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 906/8416 [00:07<01:02, 120.13it/s]
    Epoch 2:  78%|███████▊  | 26156/33666 [15:44<04:31, 27.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 907/8416 [00:07<01:02, 120.13it/s]
    Epoch 2:  78%|███████▊  | 26157/33666 [15:44<04:31, 27.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 908/8416 [00:07<01:02, 120.08it/s]
    Epoch 2:  78%|███████▊  | 26158/33666 [15:44<04:31, 27.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 909/8416 [00:07<01:02, 120.08it/s]
    Epoch 2:  78%|███████▊  | 26159/33666 [15:45<04:31, 27.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 910/8416 [00:07<01:02, 120.08it/s]
    Epoch 2:  78%|███████▊  | 26160/33666 [15:45<04:31, 27.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 911/8416 [00:07<01:02, 120.08it/s]
    Epoch 2:  78%|███████▊  | 26161/33666 [15:45<04:31, 27.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 912/8416 [00:07<01:02, 120.09it/s]
    Epoch 2:  78%|███████▊  | 26162/33666 [15:45<04:31, 27.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 913/8416 [00:07<01:02, 120.09it/s]
    Epoch 2:  78%|███████▊  | 26163/33666 [15:45<04:31, 27.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 914/8416 [00:07<01:02, 120.10it/s]
    Epoch 2:  78%|███████▊  | 26164/33666 [15:45<04:30, 27.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 915/8416 [00:07<01:02, 120.10it/s]
    Epoch 2:  78%|███████▊  | 26165/33666 [15:45<04:30, 27.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 916/8416 [00:07<01:02, 120.10it/s]
    Epoch 2:  78%|███████▊  | 26166/33666 [15:45<04:30, 27.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 917/8416 [00:07<01:02, 120.09it/s]
    Epoch 2:  78%|███████▊  | 26167/33666 [15:45<04:30, 27.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 918/8416 [00:07<01:02, 120.09it/s]
    Epoch 2:  78%|███████▊  | 26168/33666 [15:45<04:30, 27.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 919/8416 [00:07<01:02, 120.10it/s]
    Epoch 2:  78%|███████▊  | 26169/33666 [15:45<04:30, 27.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 920/8416 [00:07<01:02, 120.11it/s]
    Epoch 2:  78%|███████▊  | 26170/33666 [15:45<04:30, 27.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 921/8416 [00:07<01:02, 120.11it/s]
    Epoch 2:  78%|███████▊  | 26171/33666 [15:45<04:30, 27.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 922/8416 [00:07<01:02, 120.12it/s]
    Epoch 2:  78%|███████▊  | 26172/33666 [15:45<04:30, 27.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 923/8416 [00:07<01:02, 120.12it/s]
    Epoch 2:  78%|███████▊  | 26173/33666 [15:45<04:30, 27.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 924/8416 [00:07<01:02, 120.12it/s]
    Epoch 2:  78%|███████▊  | 26174/33666 [15:45<04:30, 27.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 925/8416 [00:07<01:02, 120.11it/s]
    Epoch 2:  78%|███████▊  | 26175/33666 [15:45<04:30, 27.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 926/8416 [00:07<01:02, 120.11it/s]
    Epoch 2:  78%|███████▊  | 26176/33666 [15:45<04:30, 27.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 927/8416 [00:07<01:02, 120.12it/s]
    Epoch 2:  78%|███████▊  | 26177/33666 [15:45<04:30, 27.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 928/8416 [00:07<01:02, 120.13it/s]
    Epoch 2:  78%|███████▊  | 26178/33666 [15:45<04:30, 27.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 929/8416 [00:07<01:02, 120.13it/s]
    Epoch 2:  78%|███████▊  | 26179/33666 [15:45<04:30, 27.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 930/8416 [00:07<01:02, 120.14it/s]
    Epoch 2:  78%|███████▊  | 26180/33666 [15:45<04:30, 27.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 931/8416 [00:07<01:02, 120.14it/s]
    Epoch 2:  78%|███████▊  | 26181/33666 [15:45<04:30, 27.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 932/8416 [00:07<01:02, 120.13it/s]
    Epoch 2:  78%|███████▊  | 26182/33666 [15:45<04:30, 27.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 933/8416 [00:07<01:02, 120.09it/s]
    Epoch 2:  78%|███████▊  | 26183/33666 [15:45<04:30, 27.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 934/8416 [00:07<01:02, 120.09it/s]
    Epoch 2:  78%|███████▊  | 26184/33666 [15:45<04:30, 27.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 935/8416 [00:07<01:02, 120.09it/s]
    Epoch 2:  78%|███████▊  | 26185/33666 [15:45<04:30, 27.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 936/8416 [00:07<01:02, 120.09it/s]
    Epoch 2:  78%|███████▊  | 26186/33666 [15:45<04:30, 27.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 937/8416 [00:07<01:02, 120.10it/s]
    Epoch 2:  78%|███████▊  | 26187/33666 [15:45<04:29, 27.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 938/8416 [00:07<01:02, 120.11it/s]
    Epoch 2:  78%|███████▊  | 26188/33666 [15:45<04:29, 27.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 939/8416 [00:07<01:02, 120.11it/s]
    Epoch 2:  78%|███████▊  | 26189/33666 [15:45<04:29, 27.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 940/8416 [00:07<01:02, 120.10it/s]
    Epoch 2:  78%|███████▊  | 26190/33666 [15:45<04:29, 27.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 941/8416 [00:07<01:02, 120.09it/s]
    Epoch 2:  78%|███████▊  | 26191/33666 [15:45<04:29, 27.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 942/8416 [00:07<01:02, 120.09it/s]
    Epoch 2:  78%|███████▊  | 26192/33666 [15:45<04:29, 27.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 943/8416 [00:07<01:02, 120.10it/s]
    Epoch 2:  78%|███████▊  | 26193/33666 [15:45<04:29, 27.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 944/8416 [00:07<01:02, 120.10it/s]
    Epoch 2:  78%|███████▊  | 26194/33666 [15:45<04:29, 27.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 945/8416 [00:07<01:02, 120.07it/s]
    Epoch 2:  78%|███████▊  | 26195/33666 [15:45<04:29, 27.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█         | 946/8416 [00:07<01:02, 120.08it/s]
    Epoch 2:  78%|███████▊  | 26196/33666 [15:45<04:29, 27.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 947/8416 [00:07<01:02, 120.07it/s]
    Epoch 2:  78%|███████▊  | 26197/33666 [15:45<04:29, 27.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 948/8416 [00:07<01:02, 120.04it/s]
    Epoch 2:  78%|███████▊  | 26198/33666 [15:45<04:29, 27.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 949/8416 [00:07<01:02, 120.03it/s]
    Epoch 2:  78%|███████▊  | 26199/33666 [15:45<04:29, 27.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 950/8416 [00:07<01:02, 120.03it/s]
    Epoch 2:  78%|███████▊  | 26200/33666 [15:45<04:29, 27.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 951/8416 [00:07<01:02, 120.03it/s]
    Epoch 2:  78%|███████▊  | 26201/33666 [15:45<04:29, 27.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 952/8416 [00:07<01:02, 120.04it/s]
    Epoch 2:  78%|███████▊  | 26202/33666 [15:45<04:29, 27.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 953/8416 [00:07<01:02, 120.04it/s]
    Epoch 2:  78%|███████▊  | 26203/33666 [15:45<04:29, 27.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 954/8416 [00:07<01:02, 120.05it/s]
    Epoch 2:  78%|███████▊  | 26204/33666 [15:45<04:29, 27.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 955/8416 [00:07<01:02, 120.05it/s]
    Epoch 2:  78%|███████▊  | 26205/33666 [15:45<04:29, 27.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 956/8416 [00:07<01:02, 120.04it/s]
    Epoch 2:  78%|███████▊  | 26206/33666 [15:45<04:29, 27.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 957/8416 [00:07<01:02, 120.03it/s]
    Epoch 2:  78%|███████▊  | 26207/33666 [15:45<04:29, 27.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 958/8416 [00:07<01:02, 120.03it/s]
    Epoch 2:  78%|███████▊  | 26208/33666 [15:45<04:29, 27.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 959/8416 [00:07<01:02, 120.04it/s]
    Epoch 2:  78%|███████▊  | 26209/33666 [15:45<04:28, 27.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 960/8416 [00:07<01:02, 120.05it/s]
    Epoch 2:  78%|███████▊  | 26210/33666 [15:45<04:28, 27.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 961/8416 [00:08<01:02, 120.05it/s]
    Epoch 2:  78%|███████▊  | 26211/33666 [15:45<04:28, 27.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 962/8416 [00:08<01:02, 120.05it/s]
    Epoch 2:  78%|███████▊  | 26212/33666 [15:45<04:28, 27.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 963/8416 [00:08<01:02, 120.05it/s]
    Epoch 2:  78%|███████▊  | 26213/33666 [15:45<04:28, 27.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 964/8416 [00:08<01:02, 120.04it/s]
    Epoch 2:  78%|███████▊  | 26214/33666 [15:45<04:28, 27.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 965/8416 [00:08<01:02, 120.04it/s]
    Epoch 2:  78%|███████▊  | 26215/33666 [15:45<04:28, 27.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 966/8416 [00:08<01:02, 120.04it/s]
    Epoch 2:  78%|███████▊  | 26216/33666 [15:45<04:28, 27.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 967/8416 [00:08<01:02, 120.04it/s]
    Epoch 2:  78%|███████▊  | 26217/33666 [15:45<04:28, 27.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 968/8416 [00:08<01:02, 120.05it/s]
    Epoch 2:  78%|███████▊  | 26218/33666 [15:45<04:28, 27.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 969/8416 [00:08<01:02, 120.06it/s]
    Epoch 2:  78%|███████▊  | 26219/33666 [15:45<04:28, 27.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 970/8416 [00:08<01:02, 120.07it/s]
    Epoch 2:  78%|███████▊  | 26220/33666 [15:45<04:28, 27.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 971/8416 [00:08<01:02, 120.07it/s]
    Epoch 2:  78%|███████▊  | 26221/33666 [15:45<04:28, 27.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 972/8416 [00:08<01:01, 120.07it/s]
    Epoch 2:  78%|███████▊  | 26222/33666 [15:45<04:28, 27.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 973/8416 [00:08<01:01, 120.07it/s]
    Epoch 2:  78%|███████▊  | 26223/33666 [15:45<04:28, 27.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 974/8416 [00:08<01:01, 120.07it/s]
    Epoch 2:  78%|███████▊  | 26224/33666 [15:45<04:28, 27.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 975/8416 [00:08<01:01, 120.07it/s]
    Epoch 2:  78%|███████▊  | 26225/33666 [15:45<04:28, 27.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 976/8416 [00:08<01:01, 120.08it/s]
    Epoch 2:  78%|███████▊  | 26226/33666 [15:45<04:28, 27.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 977/8416 [00:08<01:01, 120.09it/s]
    Epoch 2:  78%|███████▊  | 26227/33666 [15:45<04:28, 27.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 978/8416 [00:08<01:01, 120.10it/s]
    Epoch 2:  78%|███████▊  | 26228/33666 [15:45<04:28, 27.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 979/8416 [00:08<01:01, 120.10it/s]
    Epoch 2:  78%|███████▊  | 26229/33666 [15:45<04:28, 27.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 980/8416 [00:08<01:01, 120.09it/s]
    Epoch 2:  78%|███████▊  | 26230/33666 [15:45<04:28, 27.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 981/8416 [00:08<01:01, 120.08it/s]
    Epoch 2:  78%|███████▊  | 26231/33666 [15:45<04:28, 27.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 982/8416 [00:08<01:01, 120.09it/s]
    Epoch 2:  78%|███████▊  | 26232/33666 [15:45<04:27, 27.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 983/8416 [00:08<01:01, 120.09it/s]
    Epoch 2:  78%|███████▊  | 26233/33666 [15:45<04:27, 27.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 984/8416 [00:08<01:01, 120.10it/s]
    Epoch 2:  78%|███████▊  | 26234/33666 [15:45<04:27, 27.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 985/8416 [00:08<01:01, 120.10it/s]
    Epoch 2:  78%|███████▊  | 26235/33666 [15:45<04:27, 27.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 986/8416 [00:08<01:01, 120.11it/s]
    Epoch 2:  78%|███████▊  | 26236/33666 [15:45<04:27, 27.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 987/8416 [00:08<01:01, 120.11it/s]
    Epoch 2:  78%|███████▊  | 26237/33666 [15:45<04:27, 27.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 988/8416 [00:08<01:01, 120.10it/s]
    Epoch 2:  78%|███████▊  | 26238/33666 [15:45<04:27, 27.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 989/8416 [00:08<01:01, 120.09it/s]
    Epoch 2:  78%|███████▊  | 26239/33666 [15:45<04:27, 27.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 990/8416 [00:08<01:01, 120.09it/s]
    Epoch 2:  78%|███████▊  | 26240/33666 [15:45<04:27, 27.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 991/8416 [00:08<01:01, 120.00it/s]
    Epoch 2:  78%|███████▊  | 26241/33666 [15:45<04:27, 27.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 992/8416 [00:08<01:01, 120.01it/s]
    Epoch 2:  78%|███████▊  | 26242/33666 [15:45<04:27, 27.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 993/8416 [00:08<01:01, 120.01it/s]
    Epoch 2:  78%|███████▊  | 26243/33666 [15:45<04:27, 27.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 994/8416 [00:08<01:01, 120.02it/s]
    Epoch 2:  78%|███████▊  | 26244/33666 [15:45<04:27, 27.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 995/8416 [00:08<01:01, 120.03it/s]
    Epoch 2:  78%|███████▊  | 26245/33666 [15:45<04:27, 27.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 996/8416 [00:08<01:01, 120.03it/s]
    Epoch 2:  78%|███████▊  | 26246/33666 [15:45<04:27, 27.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 997/8416 [00:08<01:01, 120.04it/s]
    Epoch 2:  78%|███████▊  | 26247/33666 [15:45<04:27, 27.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 998/8416 [00:08<01:01, 120.04it/s]
    Epoch 2:  78%|███████▊  | 26248/33666 [15:45<04:27, 27.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 999/8416 [00:08<01:01, 120.05it/s]
    Epoch 2:  78%|███████▊  | 26249/33666 [15:45<04:27, 27.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1000/8416 [00:08<01:01, 120.05it/s]
    Epoch 2:  78%|███████▊  | 26250/33666 [15:45<04:27, 27.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1001/8416 [00:08<01:01, 120.06it/s]
    Epoch 2:  78%|███████▊  | 26251/33666 [15:45<04:27, 27.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1002/8416 [00:08<01:01, 120.06it/s]
    Epoch 2:  78%|███████▊  | 26252/33666 [15:45<04:27, 27.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1003/8416 [00:08<01:01, 120.07it/s]
    Epoch 2:  78%|███████▊  | 26253/33666 [15:45<04:27, 27.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1004/8416 [00:08<01:01, 120.08it/s]
    Epoch 2:  78%|███████▊  | 26254/33666 [15:45<04:27, 27.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1005/8416 [00:08<01:01, 120.08it/s]
    Epoch 2:  78%|███████▊  | 26255/33666 [15:45<04:26, 27.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1006/8416 [00:08<01:01, 120.09it/s]
    Epoch 2:  78%|███████▊  | 26256/33666 [15:45<04:26, 27.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1007/8416 [00:08<01:01, 120.09it/s]
    Epoch 2:  78%|███████▊  | 26257/33666 [15:45<04:26, 27.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1008/8416 [00:08<01:01, 120.10it/s]
    Epoch 2:  78%|███████▊  | 26258/33666 [15:45<04:26, 27.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1009/8416 [00:08<01:01, 120.10it/s]
    Epoch 2:  78%|███████▊  | 26259/33666 [15:45<04:26, 27.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1010/8416 [00:08<01:01, 120.11it/s]
    Epoch 2:  78%|███████▊  | 26260/33666 [15:45<04:26, 27.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1011/8416 [00:08<01:01, 120.12it/s]
    Epoch 2:  78%|███████▊  | 26261/33666 [15:45<04:26, 27.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1012/8416 [00:08<01:01, 120.12it/s]
    Epoch 2:  78%|███████▊  | 26262/33666 [15:45<04:26, 27.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1013/8416 [00:08<01:01, 120.13it/s]
    Epoch 2:  78%|███████▊  | 26263/33666 [15:45<04:26, 27.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1014/8416 [00:08<01:01, 120.14it/s]
    Epoch 2:  78%|███████▊  | 26264/33666 [15:45<04:26, 27.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1015/8416 [00:08<01:01, 120.14it/s]
    Epoch 2:  78%|███████▊  | 26265/33666 [15:45<04:26, 27.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1016/8416 [00:08<01:01, 120.15it/s]
    Epoch 2:  78%|███████▊  | 26266/33666 [15:45<04:26, 27.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1017/8416 [00:08<01:01, 120.16it/s]
    Epoch 2:  78%|███████▊  | 26267/33666 [15:45<04:26, 27.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1018/8416 [00:08<01:01, 120.16it/s]
    Epoch 2:  78%|███████▊  | 26268/33666 [15:45<04:26, 27.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1019/8416 [00:08<01:01, 120.17it/s]
    Epoch 2:  78%|███████▊  | 26269/33666 [15:45<04:26, 27.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1020/8416 [00:08<01:01, 120.18it/s]
    Epoch 2:  78%|███████▊  | 26270/33666 [15:45<04:26, 27.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1021/8416 [00:08<01:01, 120.18it/s]
    Epoch 2:  78%|███████▊  | 26271/33666 [15:45<04:26, 27.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1022/8416 [00:08<01:01, 120.19it/s]
    Epoch 2:  78%|███████▊  | 26272/33666 [15:45<04:26, 27.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1023/8416 [00:08<01:01, 120.19it/s]
    Epoch 2:  78%|███████▊  | 26273/33666 [15:45<04:26, 27.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1024/8416 [00:08<01:01, 120.20it/s]
    Epoch 2:  78%|███████▊  | 26274/33666 [15:45<04:26, 27.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1025/8416 [00:08<01:01, 120.21it/s]
    Epoch 2:  78%|███████▊  | 26275/33666 [15:45<04:26, 27.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1026/8416 [00:08<01:01, 120.20it/s]
    Epoch 2:  78%|███████▊  | 26276/33666 [15:45<04:26, 27.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1027/8416 [00:08<01:01, 120.21it/s]
    Epoch 2:  78%|███████▊  | 26277/33666 [15:45<04:26, 27.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1028/8416 [00:08<01:01, 120.22it/s]
    Epoch 2:  78%|███████▊  | 26278/33666 [15:45<04:25, 27.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1029/8416 [00:08<01:01, 120.23it/s]
    Epoch 2:  78%|███████▊  | 26279/33666 [15:45<04:25, 27.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1030/8416 [00:08<01:01, 120.23it/s]
    Epoch 2:  78%|███████▊  | 26280/33666 [15:46<04:25, 27.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1031/8416 [00:08<01:01, 120.24it/s]
    Epoch 2:  78%|███████▊  | 26281/33666 [15:46<04:25, 27.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1032/8416 [00:08<01:01, 120.24it/s]
    Epoch 2:  78%|███████▊  | 26282/33666 [15:46<04:25, 27.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1033/8416 [00:08<01:01, 120.25it/s]
    Epoch 2:  78%|███████▊  | 26283/33666 [15:46<04:25, 27.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1034/8416 [00:08<01:01, 120.26it/s]
    Epoch 2:  78%|███████▊  | 26284/33666 [15:46<04:25, 27.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1035/8416 [00:08<01:01, 120.27it/s]
    Epoch 2:  78%|███████▊  | 26285/33666 [15:46<04:25, 27.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1036/8416 [00:08<01:01, 120.27it/s]
    Epoch 2:  78%|███████▊  | 26286/33666 [15:46<04:25, 27.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1037/8416 [00:08<01:01, 120.28it/s]
    Epoch 2:  78%|███████▊  | 26287/33666 [15:46<04:25, 27.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1038/8416 [00:08<01:01, 120.29it/s]
    Epoch 2:  78%|███████▊  | 26288/33666 [15:46<04:25, 27.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1039/8416 [00:08<01:01, 120.29it/s]
    Epoch 2:  78%|███████▊  | 26289/33666 [15:46<04:25, 27.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1040/8416 [00:08<01:01, 120.30it/s]
    Epoch 2:  78%|███████▊  | 26290/33666 [15:46<04:25, 27.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1041/8416 [00:08<01:01, 120.31it/s]
    Epoch 2:  78%|███████▊  | 26291/33666 [15:46<04:25, 27.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1042/8416 [00:08<01:01, 120.31it/s]
    Epoch 2:  78%|███████▊  | 26292/33666 [15:46<04:25, 27.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1043/8416 [00:08<01:01, 120.32it/s]
    Epoch 2:  78%|███████▊  | 26293/33666 [15:46<04:25, 27.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1044/8416 [00:08<01:01, 120.33it/s]
    Epoch 2:  78%|███████▊  | 26294/33666 [15:46<04:25, 27.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1045/8416 [00:08<01:01, 120.34it/s]
    Epoch 2:  78%|███████▊  | 26295/33666 [15:46<04:25, 27.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1046/8416 [00:08<01:01, 120.34it/s]
    Epoch 2:  78%|███████▊  | 26296/33666 [15:46<04:25, 27.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1047/8416 [00:08<01:01, 120.35it/s]
    Epoch 2:  78%|███████▊  | 26297/33666 [15:46<04:25, 27.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1048/8416 [00:08<01:01, 120.35it/s]
    Epoch 2:  78%|███████▊  | 26298/33666 [15:46<04:25, 27.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1049/8416 [00:08<01:01, 120.36it/s]
    Epoch 2:  78%|███████▊  | 26299/33666 [15:46<04:25, 27.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1050/8416 [00:08<01:01, 120.37it/s]
    Epoch 2:  78%|███████▊  | 26300/33666 [15:46<04:24, 27.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 1051/8416 [00:08<01:01, 120.37it/s]
    Epoch 2:  78%|███████▊  | 26301/33666 [15:46<04:24, 27.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  12%|█▎        | 1052/8416 [00:08<01:01, 120.38it/s]
    Epoch 2:  78%|███████▊  | 26302/33666 [15:46<04:24, 27.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1053/8416 [00:08<01:01, 120.39it/s]
    Epoch 2:  78%|███████▊  | 26303/33666 [15:46<04:24, 27.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1054/8416 [00:08<01:01, 120.39it/s]
    Epoch 2:  78%|███████▊  | 26304/33666 [15:46<04:24, 27.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1055/8416 [00:08<01:01, 120.40it/s]
    Epoch 2:  78%|███████▊  | 26305/33666 [15:46<04:24, 27.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1056/8416 [00:08<01:01, 120.40it/s]
    Epoch 2:  78%|███████▊  | 26306/33666 [15:46<04:24, 27.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1057/8416 [00:08<01:01, 120.41it/s]
    Epoch 2:  78%|███████▊  | 26307/33666 [15:46<04:24, 27.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1058/8416 [00:08<01:01, 120.42it/s]
    Epoch 2:  78%|███████▊  | 26308/33666 [15:46<04:24, 27.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1059/8416 [00:08<01:01, 120.42it/s]
    Epoch 2:  78%|███████▊  | 26309/33666 [15:46<04:24, 27.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1060/8416 [00:08<01:01, 120.43it/s]
    Epoch 2:  78%|███████▊  | 26310/33666 [15:46<04:24, 27.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1061/8416 [00:08<01:01, 120.44it/s]
    Epoch 2:  78%|███████▊  | 26311/33666 [15:46<04:24, 27.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1062/8416 [00:08<01:01, 120.44it/s]
    Epoch 2:  78%|███████▊  | 26312/33666 [15:46<04:24, 27.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1063/8416 [00:08<01:01, 120.45it/s]
    Epoch 2:  78%|███████▊  | 26313/33666 [15:46<04:24, 27.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1064/8416 [00:08<01:01, 120.45it/s]
    Epoch 2:  78%|███████▊  | 26314/33666 [15:46<04:24, 27.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1065/8416 [00:08<01:01, 120.46it/s]
    Epoch 2:  78%|███████▊  | 26315/33666 [15:46<04:24, 27.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1066/8416 [00:08<01:01, 120.47it/s]
    Epoch 2:  78%|███████▊  | 26316/33666 [15:46<04:24, 27.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1067/8416 [00:08<01:01, 120.47it/s]
    Epoch 2:  78%|███████▊  | 26317/33666 [15:46<04:24, 27.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1068/8416 [00:08<01:00, 120.48it/s]
    Epoch 2:  78%|███████▊  | 26318/33666 [15:46<04:24, 27.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1069/8416 [00:08<01:00, 120.49it/s]
    Epoch 2:  78%|███████▊  | 26319/33666 [15:46<04:24, 27.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1070/8416 [00:08<01:00, 120.49it/s]
    Epoch 2:  78%|███████▊  | 26320/33666 [15:46<04:24, 27.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1071/8416 [00:08<01:00, 120.50it/s]
    Epoch 2:  78%|███████▊  | 26321/33666 [15:46<04:24, 27.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1072/8416 [00:08<01:00, 120.50it/s]
    Epoch 2:  78%|███████▊  | 26322/33666 [15:46<04:24, 27.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1073/8416 [00:08<01:00, 120.51it/s]
    Epoch 2:  78%|███████▊  | 26323/33666 [15:46<04:23, 27.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1074/8416 [00:08<01:00, 120.52it/s]
    Epoch 2:  78%|███████▊  | 26324/33666 [15:46<04:23, 27.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1075/8416 [00:08<01:00, 120.52it/s]
    Epoch 2:  78%|███████▊  | 26325/33666 [15:46<04:23, 27.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1076/8416 [00:08<01:00, 120.53it/s]
    Epoch 2:  78%|███████▊  | 26326/33666 [15:46<04:23, 27.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1077/8416 [00:08<01:00, 120.53it/s]
    Epoch 2:  78%|███████▊  | 26327/33666 [15:46<04:23, 27.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1078/8416 [00:08<01:00, 120.54it/s]
    Epoch 2:  78%|███████▊  | 26328/33666 [15:46<04:23, 27.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1079/8416 [00:08<01:00, 120.55it/s]
    Epoch 2:  78%|███████▊  | 26329/33666 [15:46<04:23, 27.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1080/8416 [00:08<01:00, 120.55it/s]
    Epoch 2:  78%|███████▊  | 26330/33666 [15:46<04:23, 27.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1081/8416 [00:08<01:00, 120.56it/s]
    Epoch 2:  78%|███████▊  | 26331/33666 [15:46<04:23, 27.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1082/8416 [00:08<01:00, 120.56it/s]
    Epoch 2:  78%|███████▊  | 26332/33666 [15:46<04:23, 27.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1083/8416 [00:08<01:00, 120.57it/s]
    Epoch 2:  78%|███████▊  | 26333/33666 [15:46<04:23, 27.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1084/8416 [00:08<01:00, 120.58it/s]
    Epoch 2:  78%|███████▊  | 26334/33666 [15:46<04:23, 27.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1085/8416 [00:08<01:00, 120.58it/s]
    Epoch 2:  78%|███████▊  | 26335/33666 [15:46<04:23, 27.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1086/8416 [00:09<01:00, 120.59it/s]
    Epoch 2:  78%|███████▊  | 26336/33666 [15:46<04:23, 27.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1087/8416 [00:09<01:00, 120.59it/s]
    Epoch 2:  78%|███████▊  | 26337/33666 [15:46<04:23, 27.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1088/8416 [00:09<01:00, 120.60it/s]
    Epoch 2:  78%|███████▊  | 26338/33666 [15:46<04:23, 27.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1089/8416 [00:09<01:00, 120.61it/s]
    Epoch 2:  78%|███████▊  | 26339/33666 [15:46<04:23, 27.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1090/8416 [00:09<01:00, 120.60it/s]
    Epoch 2:  78%|███████▊  | 26340/33666 [15:46<04:23, 27.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1091/8416 [00:09<01:00, 120.61it/s]
    Epoch 2:  78%|███████▊  | 26341/33666 [15:46<04:23, 27.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1092/8416 [00:09<01:00, 120.61it/s]
    Epoch 2:  78%|███████▊  | 26342/33666 [15:46<04:23, 27.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1093/8416 [00:09<01:00, 120.62it/s]
    Epoch 2:  78%|███████▊  | 26343/33666 [15:46<04:23, 27.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1094/8416 [00:09<01:00, 120.63it/s]
    Epoch 2:  78%|███████▊  | 26344/33666 [15:46<04:23, 27.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1095/8416 [00:09<01:00, 120.63it/s]
    Epoch 2:  78%|███████▊  | 26345/33666 [15:46<04:23, 27.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1096/8416 [00:09<01:00, 120.64it/s]
    Epoch 2:  78%|███████▊  | 26346/33666 [15:46<04:22, 27.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1097/8416 [00:09<01:00, 120.64it/s]
    Epoch 2:  78%|███████▊  | 26347/33666 [15:46<04:22, 27.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1098/8416 [00:09<01:00, 120.65it/s]
    Epoch 2:  78%|███████▊  | 26348/33666 [15:46<04:22, 27.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1099/8416 [00:09<01:00, 120.66it/s]
    Epoch 2:  78%|███████▊  | 26349/33666 [15:46<04:22, 27.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1100/8416 [00:09<01:00, 120.66it/s]
    Epoch 2:  78%|███████▊  | 26350/33666 [15:46<04:22, 27.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1101/8416 [00:09<01:00, 120.67it/s]
    Epoch 2:  78%|███████▊  | 26351/33666 [15:46<04:22, 27.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1102/8416 [00:09<01:00, 120.68it/s]
    Epoch 2:  78%|███████▊  | 26352/33666 [15:46<04:22, 27.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1103/8416 [00:09<01:00, 120.68it/s]
    Epoch 2:  78%|███████▊  | 26353/33666 [15:46<04:22, 27.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1104/8416 [00:09<01:00, 120.69it/s]
    Epoch 2:  78%|███████▊  | 26354/33666 [15:46<04:22, 27.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1105/8416 [00:09<01:00, 120.70it/s]
    Epoch 2:  78%|███████▊  | 26355/33666 [15:46<04:22, 27.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1106/8416 [00:09<01:00, 120.70it/s]
    Epoch 2:  78%|███████▊  | 26356/33666 [15:46<04:22, 27.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1107/8416 [00:09<01:00, 120.71it/s]
    Epoch 2:  78%|███████▊  | 26357/33666 [15:46<04:22, 27.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1108/8416 [00:09<01:00, 120.71it/s]
    Epoch 2:  78%|███████▊  | 26358/33666 [15:46<04:22, 27.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1109/8416 [00:09<01:00, 120.72it/s]
    Epoch 2:  78%|███████▊  | 26359/33666 [15:46<04:22, 27.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1110/8416 [00:09<01:00, 120.72it/s]
    Epoch 2:  78%|███████▊  | 26360/33666 [15:46<04:22, 27.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1111/8416 [00:09<01:00, 120.73it/s]
    Epoch 2:  78%|███████▊  | 26361/33666 [15:46<04:22, 27.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1112/8416 [00:09<01:00, 120.73it/s]
    Epoch 2:  78%|███████▊  | 26362/33666 [15:46<04:22, 27.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1113/8416 [00:09<01:00, 120.74it/s]
    Epoch 2:  78%|███████▊  | 26363/33666 [15:46<04:22, 27.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1114/8416 [00:09<01:00, 120.74it/s]
    Epoch 2:  78%|███████▊  | 26364/33666 [15:46<04:22, 27.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1115/8416 [00:09<01:00, 120.75it/s]
    Epoch 2:  78%|███████▊  | 26365/33666 [15:46<04:22, 27.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1116/8416 [00:09<01:00, 120.75it/s]
    Epoch 2:  78%|███████▊  | 26366/33666 [15:46<04:22, 27.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1117/8416 [00:09<01:00, 120.76it/s]
    Epoch 2:  78%|███████▊  | 26367/33666 [15:46<04:22, 27.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1118/8416 [00:09<01:00, 120.76it/s]
    Epoch 2:  78%|███████▊  | 26368/33666 [15:46<04:22, 27.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1119/8416 [00:09<01:00, 120.76it/s]
    Epoch 2:  78%|███████▊  | 26369/33666 [15:46<04:21, 27.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1120/8416 [00:09<01:00, 120.76it/s]
    Epoch 2:  78%|███████▊  | 26370/33666 [15:46<04:21, 27.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1121/8416 [00:09<01:00, 120.77it/s]
    Epoch 2:  78%|███████▊  | 26371/33666 [15:46<04:21, 27.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1122/8416 [00:09<01:00, 120.77it/s]
    Epoch 2:  78%|███████▊  | 26372/33666 [15:46<04:21, 27.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1123/8416 [00:09<01:00, 120.78it/s]
    Epoch 2:  78%|███████▊  | 26373/33666 [15:46<04:21, 27.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1124/8416 [00:09<01:00, 120.78it/s]
    Epoch 2:  78%|███████▊  | 26374/33666 [15:46<04:21, 27.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1125/8416 [00:09<01:00, 120.79it/s]
    Epoch 2:  78%|███████▊  | 26375/33666 [15:46<04:21, 27.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1126/8416 [00:09<01:00, 120.80it/s]
    Epoch 2:  78%|███████▊  | 26376/33666 [15:46<04:21, 27.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1127/8416 [00:09<01:00, 120.80it/s]
    Epoch 2:  78%|███████▊  | 26377/33666 [15:46<04:21, 27.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1128/8416 [00:09<01:00, 120.80it/s]
    Epoch 2:  78%|███████▊  | 26378/33666 [15:46<04:21, 27.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1129/8416 [00:09<01:00, 120.81it/s]
    Epoch 2:  78%|███████▊  | 26379/33666 [15:46<04:21, 27.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1130/8416 [00:09<01:00, 120.82it/s]
    Epoch 2:  78%|███████▊  | 26380/33666 [15:46<04:21, 27.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1131/8416 [00:09<01:00, 120.82it/s]
    Epoch 2:  78%|███████▊  | 26381/33666 [15:46<04:21, 27.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1132/8416 [00:09<01:00, 120.83it/s]
    Epoch 2:  78%|███████▊  | 26382/33666 [15:46<04:21, 27.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1133/8416 [00:09<01:00, 120.83it/s]
    Epoch 2:  78%|███████▊  | 26383/33666 [15:46<04:21, 27.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1134/8416 [00:09<01:00, 120.84it/s]
    Epoch 2:  78%|███████▊  | 26384/33666 [15:46<04:21, 27.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1135/8416 [00:09<01:00, 120.84it/s]
    Epoch 2:  78%|███████▊  | 26385/33666 [15:46<04:21, 27.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1136/8416 [00:09<01:00, 120.85it/s]
    Epoch 2:  78%|███████▊  | 26386/33666 [15:46<04:21, 27.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1137/8416 [00:09<01:00, 120.86it/s]
    Epoch 2:  78%|███████▊  | 26387/33666 [15:46<04:21, 27.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1138/8416 [00:09<01:00, 120.86it/s]
    Epoch 2:  78%|███████▊  | 26388/33666 [15:46<04:21, 27.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1139/8416 [00:09<01:00, 120.87it/s]
    Epoch 2:  78%|███████▊  | 26389/33666 [15:46<04:21, 27.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1140/8416 [00:09<01:00, 120.87it/s]
    Epoch 2:  78%|███████▊  | 26390/33666 [15:46<04:21, 27.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1141/8416 [00:09<01:00, 120.88it/s]
    Epoch 2:  78%|███████▊  | 26391/33666 [15:46<04:21, 27.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1142/8416 [00:09<01:00, 120.88it/s]
    Epoch 2:  78%|███████▊  | 26392/33666 [15:46<04:20, 27.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1143/8416 [00:09<01:00, 120.89it/s]
    Epoch 2:  78%|███████▊  | 26393/33666 [15:46<04:20, 27.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1144/8416 [00:09<01:00, 120.89it/s]
    Epoch 2:  78%|███████▊  | 26394/33666 [15:46<04:20, 27.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1145/8416 [00:09<01:00, 120.90it/s]
    Epoch 2:  78%|███████▊  | 26395/33666 [15:46<04:20, 27.87it/s, loss=3.27, v_num=0]

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    Validation DataLoader 0:  14%|█▎        | 1147/8416 [00:09<01:00, 120.91it/s]
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    Validation DataLoader 0:  14%|█▎        | 1148/8416 [00:09<01:00, 120.92it/s]
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    Validation DataLoader 0:  14%|█▎        | 1149/8416 [00:09<01:00, 120.92it/s]
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    Validation DataLoader 0:  14%|█▎        | 1151/8416 [00:09<01:00, 120.93it/s]
    Epoch 2:  78%|███████▊  | 26401/33666 [15:46<04:20, 27.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1152/8416 [00:09<01:00, 120.94it/s]
    Epoch 2:  78%|███████▊  | 26402/33666 [15:46<04:20, 27.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1153/8416 [00:09<01:00, 120.94it/s]
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    Validation DataLoader 0:  14%|█▎        | 1154/8416 [00:09<01:00, 120.94it/s]
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    Validation DataLoader 0:  14%|█▎        | 1155/8416 [00:09<01:00, 120.94it/s]
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    Validation DataLoader 0:  14%|█▎        | 1156/8416 [00:09<01:00, 120.95it/s]
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    Validation DataLoader 0:  14%|█▎        | 1157/8416 [00:09<01:00, 120.95it/s]
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    Validation DataLoader 0:  14%|█▍        | 1158/8416 [00:09<01:00, 120.96it/s]
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    Validation DataLoader 0:  14%|█▍        | 1159/8416 [00:09<00:59, 120.96it/s]
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    Validation DataLoader 0:  14%|█▍        | 1160/8416 [00:09<00:59, 120.97it/s]
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    Validation DataLoader 0:  14%|█▍        | 1161/8416 [00:09<00:59, 120.98it/s]
    Epoch 2:  78%|███████▊  | 26411/33666 [15:47<04:20, 27.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1162/8416 [00:09<00:59, 120.98it/s]
    Epoch 2:  78%|███████▊  | 26412/33666 [15:47<04:20, 27.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1163/8416 [00:09<00:59, 120.99it/s]
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    Validation DataLoader 0:  14%|█▍        | 1164/8416 [00:09<00:59, 120.99it/s]
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    Validation DataLoader 0:  14%|█▍        | 1165/8416 [00:09<00:59, 121.00it/s]
    Epoch 2:  78%|███████▊  | 26415/33666 [15:47<04:19, 27.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1166/8416 [00:09<00:59, 121.00it/s]
    Epoch 2:  78%|███████▊  | 26416/33666 [15:47<04:19, 27.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1167/8416 [00:09<00:59, 121.01it/s]
    Epoch 2:  78%|███████▊  | 26417/33666 [15:47<04:19, 27.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1168/8416 [00:09<00:59, 121.01it/s]
    Epoch 2:  78%|███████▊  | 26418/33666 [15:47<04:19, 27.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1169/8416 [00:09<00:59, 121.02it/s]
    Epoch 2:  78%|███████▊  | 26419/33666 [15:47<04:19, 27.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1170/8416 [00:09<00:59, 121.03it/s]
    Epoch 2:  78%|███████▊  | 26420/33666 [15:47<04:19, 27.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1171/8416 [00:09<00:59, 121.03it/s]
    Epoch 2:  78%|███████▊  | 26421/33666 [15:47<04:19, 27.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1172/8416 [00:09<00:59, 121.04it/s]
    Epoch 2:  78%|███████▊  | 26422/33666 [15:47<04:19, 27.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1173/8416 [00:09<00:59, 121.04it/s]
    Epoch 2:  78%|███████▊  | 26423/33666 [15:47<04:19, 27.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1174/8416 [00:09<00:59, 121.05it/s]
    Epoch 2:  78%|███████▊  | 26424/33666 [15:47<04:19, 27.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1175/8416 [00:09<00:59, 121.05it/s]
    Epoch 2:  78%|███████▊  | 26425/33666 [15:47<04:19, 27.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1176/8416 [00:09<00:59, 121.06it/s]
    Epoch 2:  78%|███████▊  | 26426/33666 [15:47<04:19, 27.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1177/8416 [00:09<00:59, 121.06it/s]
    Epoch 2:  78%|███████▊  | 26427/33666 [15:47<04:19, 27.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1178/8416 [00:09<00:59, 121.07it/s]
    Epoch 2:  79%|███████▊  | 26428/33666 [15:47<04:19, 27.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1179/8416 [00:09<00:59, 121.07it/s]
    Epoch 2:  79%|███████▊  | 26429/33666 [15:47<04:19, 27.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1180/8416 [00:09<00:59, 121.08it/s]
    Epoch 2:  79%|███████▊  | 26430/33666 [15:47<04:19, 27.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1181/8416 [00:09<00:59, 121.08it/s]
    Epoch 2:  79%|███████▊  | 26431/33666 [15:47<04:19, 27.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1182/8416 [00:09<00:59, 121.09it/s]
    Epoch 2:  79%|███████▊  | 26432/33666 [15:47<04:19, 27.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1183/8416 [00:09<00:59, 121.06it/s]
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    Validation DataLoader 0:  14%|█▍        | 1184/8416 [00:09<00:59, 121.04it/s]
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    Validation DataLoader 0:  14%|█▍        | 1185/8416 [00:09<00:59, 121.04it/s]
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    Validation DataLoader 0:  14%|█▍        | 1186/8416 [00:09<00:59, 121.04it/s]
    Epoch 2:  79%|███████▊  | 26436/33666 [15:47<04:19, 27.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1187/8416 [00:09<00:59, 121.03it/s]
    Epoch 2:  79%|███████▊  | 26437/33666 [15:47<04:19, 27.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1188/8416 [00:09<00:59, 121.03it/s]
    Epoch 2:  79%|███████▊  | 26438/33666 [15:47<04:18, 27.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1189/8416 [00:09<00:59, 121.04it/s]
    Epoch 2:  79%|███████▊  | 26439/33666 [15:47<04:18, 27.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1190/8416 [00:09<00:59, 121.04it/s]
    Epoch 2:  79%|███████▊  | 26440/33666 [15:47<04:18, 27.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1191/8416 [00:09<00:59, 121.05it/s]
    Epoch 2:  79%|███████▊  | 26441/33666 [15:47<04:18, 27.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1192/8416 [00:09<00:59, 121.05it/s]
    Epoch 2:  79%|███████▊  | 26442/33666 [15:47<04:18, 27.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1193/8416 [00:09<00:59, 121.06it/s]
    Epoch 2:  79%|███████▊  | 26443/33666 [15:47<04:18, 27.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1194/8416 [00:09<00:59, 121.06it/s]
    Epoch 2:  79%|███████▊  | 26444/33666 [15:47<04:18, 27.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1195/8416 [00:09<00:59, 121.05it/s]
    Epoch 2:  79%|███████▊  | 26445/33666 [15:47<04:18, 27.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1196/8416 [00:09<00:59, 121.05it/s]
    Epoch 2:  79%|███████▊  | 26446/33666 [15:47<04:18, 27.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1197/8416 [00:09<00:59, 121.05it/s]
    Epoch 2:  79%|███████▊  | 26447/33666 [15:47<04:18, 27.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1198/8416 [00:09<00:59, 121.05it/s]
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    Epoch 2:  79%|███████▊  | 26449/33666 [15:47<04:18, 27.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1200/8416 [00:09<00:59, 121.06it/s]
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    Validation DataLoader 0:  14%|█▍        | 1201/8416 [00:09<00:59, 121.07it/s]
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    Validation DataLoader 0:  14%|█▍        | 1202/8416 [00:09<00:59, 121.07it/s]
    Epoch 2:  79%|███████▊  | 26452/33666 [15:47<04:18, 27.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1203/8416 [00:09<00:59, 121.06it/s]
    Epoch 2:  79%|███████▊  | 26453/33666 [15:47<04:18, 27.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1204/8416 [00:09<00:59, 121.06it/s]
    Epoch 2:  79%|███████▊  | 26454/33666 [15:47<04:18, 27.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1205/8416 [00:09<00:59, 121.07it/s]
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    Validation DataLoader 0:  14%|█▍        | 1206/8416 [00:09<00:59, 121.07it/s]
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    Validation DataLoader 0:  14%|█▍        | 1207/8416 [00:09<00:59, 121.08it/s]
    Epoch 2:  79%|███████▊  | 26457/33666 [15:47<04:18, 27.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1208/8416 [00:09<00:59, 121.08it/s]
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    Validation DataLoader 0:  14%|█▍        | 1209/8416 [00:09<00:59, 121.08it/s]
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    Validation DataLoader 0:  14%|█▍        | 1210/8416 [00:09<00:59, 121.09it/s]
    Epoch 2:  79%|███████▊  | 26460/33666 [15:47<04:18, 27.93it/s, loss=3.27, v_num=0]

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    Epoch 2:  79%|███████▊  | 26461/33666 [15:47<04:17, 27.93it/s, loss=3.27, v_num=0]

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    Validation DataLoader 0:  14%|█▍        | 1217/8416 [00:10<00:59, 121.11it/s]
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    Epoch 2:  79%|███████▊  | 26472/33666 [15:47<04:17, 27.94it/s, loss=3.27, v_num=0]

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    Validation DataLoader 0:  15%|█▍        | 1225/8416 [00:10<00:59, 121.12it/s]
    Epoch 2:  79%|███████▊  | 26475/33666 [15:47<04:17, 27.94it/s, loss=3.27, v_num=0]

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    Epoch 2:  79%|███████▊  | 26477/33666 [15:47<04:17, 27.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▍        | 1228/8416 [00:10<00:59, 121.11it/s]
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    Validation DataLoader 0:  15%|█▍        | 1229/8416 [00:10<00:59, 121.12it/s]
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    Validation DataLoader 0:  15%|█▍        | 1230/8416 [00:10<00:59, 121.12it/s]
    Epoch 2:  79%|███████▊  | 26480/33666 [15:47<04:17, 27.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▍        | 1231/8416 [00:10<00:59, 121.13it/s]
    Epoch 2:  79%|███████▊  | 26481/33666 [15:47<04:17, 27.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▍        | 1232/8416 [00:10<00:59, 121.13it/s]
    Epoch 2:  79%|███████▊  | 26482/33666 [15:47<04:17, 27.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▍        | 1233/8416 [00:10<00:59, 121.14it/s]
    Epoch 2:  79%|███████▊  | 26483/33666 [15:47<04:17, 27.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▍        | 1234/8416 [00:10<00:59, 121.14it/s]
    Epoch 2:  79%|███████▊  | 26484/33666 [15:47<04:16, 27.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▍        | 1235/8416 [00:10<00:59, 121.13it/s]
    Epoch 2:  79%|███████▊  | 26485/33666 [15:47<04:16, 27.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▍        | 1236/8416 [00:10<00:59, 121.13it/s]
    Epoch 2:  79%|███████▊  | 26486/33666 [15:47<04:16, 27.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▍        | 1237/8416 [00:10<00:59, 121.14it/s]
    Epoch 2:  79%|███████▊  | 26487/33666 [15:47<04:16, 27.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▍        | 1238/8416 [00:10<00:59, 121.14it/s]
    Epoch 2:  79%|███████▊  | 26488/33666 [15:47<04:16, 27.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▍        | 1239/8416 [00:10<00:59, 121.15it/s]
    Epoch 2:  79%|███████▊  | 26489/33666 [15:47<04:16, 27.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▍        | 1240/8416 [00:10<00:59, 121.15it/s]
    Epoch 2:  79%|███████▊  | 26490/33666 [15:47<04:16, 27.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▍        | 1241/8416 [00:10<00:59, 121.15it/s]
    Epoch 2:  79%|███████▊  | 26491/33666 [15:47<04:16, 27.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▍        | 1242/8416 [00:10<00:59, 121.16it/s]
    Epoch 2:  79%|███████▊  | 26492/33666 [15:47<04:16, 27.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▍        | 1243/8416 [00:10<00:59, 121.10it/s]
    Epoch 2:  79%|███████▊  | 26493/33666 [15:47<04:16, 27.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▍        | 1244/8416 [00:10<00:59, 121.08it/s]
    Epoch 2:  79%|███████▊  | 26494/33666 [15:47<04:16, 27.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▍        | 1245/8416 [00:10<00:59, 121.08it/s]
    Epoch 2:  79%|███████▊  | 26495/33666 [15:47<04:16, 27.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▍        | 1246/8416 [00:10<00:59, 121.09it/s]
    Epoch 2:  79%|███████▊  | 26496/33666 [15:47<04:16, 27.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▍        | 1247/8416 [00:10<00:59, 121.09it/s]
    Epoch 2:  79%|███████▊  | 26497/33666 [15:47<04:16, 27.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▍        | 1248/8416 [00:10<00:59, 121.10it/s]
    Epoch 2:  79%|███████▊  | 26498/33666 [15:47<04:16, 27.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▍        | 1249/8416 [00:10<00:59, 121.10it/s]
    Epoch 2:  79%|███████▊  | 26499/33666 [15:47<04:16, 27.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▍        | 1250/8416 [00:10<00:59, 121.11it/s]
    Epoch 2:  79%|███████▊  | 26500/33666 [15:47<04:16, 27.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▍        | 1251/8416 [00:10<00:59, 121.11it/s]
    Epoch 2:  79%|███████▊  | 26501/33666 [15:47<04:16, 27.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▍        | 1252/8416 [00:10<00:59, 121.11it/s]
    Epoch 2:  79%|███████▊  | 26502/33666 [15:47<04:16, 27.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▍        | 1253/8416 [00:10<00:59, 121.12it/s]
    Epoch 2:  79%|███████▊  | 26503/33666 [15:47<04:16, 27.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▍        | 1254/8416 [00:10<00:59, 121.13it/s]
    Epoch 2:  79%|███████▊  | 26504/33666 [15:47<04:16, 27.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▍        | 1255/8416 [00:10<00:59, 121.13it/s]
    Epoch 2:  79%|███████▊  | 26505/33666 [15:47<04:16, 27.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▍        | 1256/8416 [00:10<00:59, 121.14it/s]
    Epoch 2:  79%|███████▊  | 26506/33666 [15:47<04:16, 27.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▍        | 1257/8416 [00:10<00:59, 121.14it/s]
    Epoch 2:  79%|███████▊  | 26507/33666 [15:47<04:15, 27.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▍        | 1258/8416 [00:10<00:59, 121.15it/s]
    Epoch 2:  79%|███████▊  | 26508/33666 [15:47<04:15, 27.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▍        | 1259/8416 [00:10<00:59, 121.15it/s]
    Epoch 2:  79%|███████▊  | 26509/33666 [15:47<04:15, 27.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▍        | 1260/8416 [00:10<00:59, 121.16it/s]
    Epoch 2:  79%|███████▊  | 26510/33666 [15:47<04:15, 27.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▍        | 1261/8416 [00:10<00:59, 121.16it/s]
    Epoch 2:  79%|███████▊  | 26511/33666 [15:47<04:15, 27.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▍        | 1262/8416 [00:10<00:59, 121.16it/s]
    Epoch 2:  79%|███████▉  | 26512/33666 [15:47<04:15, 27.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1263/8416 [00:10<00:59, 121.17it/s]
    Epoch 2:  79%|███████▉  | 26513/33666 [15:47<04:15, 27.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1264/8416 [00:10<00:59, 121.17it/s]
    Epoch 2:  79%|███████▉  | 26514/33666 [15:47<04:15, 27.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1265/8416 [00:10<00:59, 121.18it/s]
    Epoch 2:  79%|███████▉  | 26515/33666 [15:47<04:15, 27.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1266/8416 [00:10<00:59, 121.18it/s]
    Epoch 2:  79%|███████▉  | 26516/33666 [15:47<04:15, 27.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1267/8416 [00:10<00:58, 121.19it/s]
    Epoch 2:  79%|███████▉  | 26517/33666 [15:47<04:15, 27.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1268/8416 [00:10<00:58, 121.19it/s]
    Epoch 2:  79%|███████▉  | 26518/33666 [15:47<04:15, 27.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1269/8416 [00:10<00:58, 121.20it/s]
    Epoch 2:  79%|███████▉  | 26519/33666 [15:47<04:15, 27.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1270/8416 [00:10<00:58, 121.20it/s]
    Epoch 2:  79%|███████▉  | 26520/33666 [15:47<04:15, 27.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1271/8416 [00:10<00:58, 121.21it/s]
    Epoch 2:  79%|███████▉  | 26521/33666 [15:47<04:15, 27.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1272/8416 [00:10<00:58, 121.21it/s]
    Epoch 2:  79%|███████▉  | 26522/33666 [15:47<04:15, 27.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1273/8416 [00:10<00:58, 121.22it/s]
    Epoch 2:  79%|███████▉  | 26523/33666 [15:47<04:15, 27.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1274/8416 [00:10<00:58, 121.22it/s]
    Epoch 2:  79%|███████▉  | 26524/33666 [15:47<04:15, 27.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1275/8416 [00:10<00:58, 121.22it/s]
    Epoch 2:  79%|███████▉  | 26525/33666 [15:47<04:15, 27.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1276/8416 [00:10<00:58, 121.23it/s]
    Epoch 2:  79%|███████▉  | 26526/33666 [15:47<04:15, 27.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1277/8416 [00:10<00:58, 121.23it/s]
    Epoch 2:  79%|███████▉  | 26527/33666 [15:47<04:15, 27.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1278/8416 [00:10<00:58, 121.24it/s]
    Epoch 2:  79%|███████▉  | 26528/33666 [15:47<04:15, 27.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1279/8416 [00:10<00:58, 121.24it/s]
    Epoch 2:  79%|███████▉  | 26529/33666 [15:47<04:15, 27.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1280/8416 [00:10<00:58, 121.25it/s]
    Epoch 2:  79%|███████▉  | 26530/33666 [15:47<04:14, 27.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1281/8416 [00:10<00:58, 121.25it/s]
    Epoch 2:  79%|███████▉  | 26531/33666 [15:48<04:14, 27.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1282/8416 [00:10<00:58, 121.25it/s]
    Epoch 2:  79%|███████▉  | 26532/33666 [15:48<04:14, 27.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1283/8416 [00:10<00:58, 121.25it/s]
    Epoch 2:  79%|███████▉  | 26533/33666 [15:48<04:14, 27.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1284/8416 [00:10<00:58, 121.25it/s]
    Epoch 2:  79%|███████▉  | 26534/33666 [15:48<04:14, 27.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1285/8416 [00:10<00:58, 121.26it/s]
    Epoch 2:  79%|███████▉  | 26535/33666 [15:48<04:14, 27.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1286/8416 [00:10<00:58, 121.27it/s]
    Epoch 2:  79%|███████▉  | 26536/33666 [15:48<04:14, 27.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1287/8416 [00:10<00:58, 121.27it/s]
    Epoch 2:  79%|███████▉  | 26537/33666 [15:48<04:14, 27.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1288/8416 [00:10<00:58, 121.27it/s]
    Epoch 2:  79%|███████▉  | 26538/33666 [15:48<04:14, 27.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1289/8416 [00:10<00:58, 121.28it/s]
    Epoch 2:  79%|███████▉  | 26539/33666 [15:48<04:14, 27.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1290/8416 [00:10<00:58, 121.29it/s]
    Epoch 2:  79%|███████▉  | 26540/33666 [15:48<04:14, 27.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1291/8416 [00:10<00:58, 121.29it/s]
    Epoch 2:  79%|███████▉  | 26541/33666 [15:48<04:14, 27.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1292/8416 [00:10<00:58, 121.30it/s]
    Epoch 2:  79%|███████▉  | 26542/33666 [15:48<04:14, 28.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1293/8416 [00:10<00:58, 121.30it/s]
    Epoch 2:  79%|███████▉  | 26543/33666 [15:48<04:14, 28.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1294/8416 [00:10<00:58, 121.31it/s]
    Epoch 2:  79%|███████▉  | 26544/33666 [15:48<04:14, 28.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1295/8416 [00:10<00:58, 121.31it/s]
    Epoch 2:  79%|███████▉  | 26545/33666 [15:48<04:14, 28.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1296/8416 [00:10<00:58, 121.31it/s]
    Epoch 2:  79%|███████▉  | 26546/33666 [15:48<04:14, 28.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1297/8416 [00:10<00:58, 121.32it/s]
    Epoch 2:  79%|███████▉  | 26547/33666 [15:48<04:14, 28.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1298/8416 [00:10<00:58, 121.33it/s]
    Epoch 2:  79%|███████▉  | 26548/33666 [15:48<04:14, 28.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1299/8416 [00:10<00:58, 121.33it/s]
    Epoch 2:  79%|███████▉  | 26549/33666 [15:48<04:14, 28.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1300/8416 [00:10<00:58, 121.34it/s]
    Epoch 2:  79%|███████▉  | 26550/33666 [15:48<04:14, 28.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1301/8416 [00:10<00:58, 121.34it/s]
    Epoch 2:  79%|███████▉  | 26551/33666 [15:48<04:14, 28.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1302/8416 [00:10<00:58, 121.35it/s]
    Epoch 2:  79%|███████▉  | 26552/33666 [15:48<04:14, 28.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1303/8416 [00:10<00:58, 121.35it/s]
    Epoch 2:  79%|███████▉  | 26553/33666 [15:48<04:13, 28.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1304/8416 [00:10<00:58, 121.36it/s]
    Epoch 2:  79%|███████▉  | 26554/33666 [15:48<04:13, 28.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1305/8416 [00:10<00:58, 121.36it/s]
    Epoch 2:  79%|███████▉  | 26555/33666 [15:48<04:13, 28.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1306/8416 [00:10<00:58, 121.36it/s]
    Epoch 2:  79%|███████▉  | 26556/33666 [15:48<04:13, 28.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1307/8416 [00:10<00:58, 121.37it/s]
    Epoch 2:  79%|███████▉  | 26557/33666 [15:48<04:13, 28.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1308/8416 [00:10<00:58, 121.37it/s]
    Epoch 2:  79%|███████▉  | 26558/33666 [15:48<04:13, 28.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1309/8416 [00:10<00:58, 121.38it/s]
    Epoch 2:  79%|███████▉  | 26559/33666 [15:48<04:13, 28.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1310/8416 [00:10<00:58, 121.38it/s]
    Epoch 2:  79%|███████▉  | 26560/33666 [15:48<04:13, 28.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1311/8416 [00:10<00:58, 121.39it/s]
    Epoch 2:  79%|███████▉  | 26561/33666 [15:48<04:13, 28.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1312/8416 [00:10<00:58, 121.39it/s]
    Epoch 2:  79%|███████▉  | 26562/33666 [15:48<04:13, 28.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1313/8416 [00:10<00:58, 121.40it/s]
    Epoch 2:  79%|███████▉  | 26563/33666 [15:48<04:13, 28.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1314/8416 [00:10<00:58, 121.40it/s]
    Epoch 2:  79%|███████▉  | 26564/33666 [15:48<04:13, 28.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1315/8416 [00:10<00:58, 121.41it/s]
    Epoch 2:  79%|███████▉  | 26565/33666 [15:48<04:13, 28.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1316/8416 [00:10<00:58, 121.41it/s]
    Epoch 2:  79%|███████▉  | 26566/33666 [15:48<04:13, 28.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1317/8416 [00:10<00:58, 121.42it/s]
    Epoch 2:  79%|███████▉  | 26567/33666 [15:48<04:13, 28.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1318/8416 [00:10<00:58, 121.42it/s]
    Epoch 2:  79%|███████▉  | 26568/33666 [15:48<04:13, 28.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1319/8416 [00:10<00:58, 121.42it/s]
    Epoch 2:  79%|███████▉  | 26569/33666 [15:48<04:13, 28.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1320/8416 [00:10<00:58, 121.43it/s]
    Epoch 2:  79%|███████▉  | 26570/33666 [15:48<04:13, 28.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1321/8416 [00:10<00:58, 121.43it/s]
    Epoch 2:  79%|███████▉  | 26571/33666 [15:48<04:13, 28.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1322/8416 [00:10<00:58, 121.44it/s]
    Epoch 2:  79%|███████▉  | 26572/33666 [15:48<04:13, 28.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1323/8416 [00:10<00:58, 121.44it/s]
    Epoch 2:  79%|███████▉  | 26573/33666 [15:48<04:13, 28.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1324/8416 [00:10<00:58, 121.45it/s]
    Epoch 2:  79%|███████▉  | 26574/33666 [15:48<04:13, 28.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1325/8416 [00:10<00:58, 121.45it/s]
    Epoch 2:  79%|███████▉  | 26575/33666 [15:48<04:13, 28.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1326/8416 [00:10<00:58, 121.46it/s]
    Epoch 2:  79%|███████▉  | 26576/33666 [15:48<04:13, 28.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1327/8416 [00:10<00:58, 121.46it/s]
    Epoch 2:  79%|███████▉  | 26577/33666 [15:48<04:12, 28.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1328/8416 [00:10<00:58, 121.47it/s]
    Epoch 2:  79%|███████▉  | 26578/33666 [15:48<04:12, 28.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1329/8416 [00:10<00:58, 121.47it/s]
    Epoch 2:  79%|███████▉  | 26579/33666 [15:48<04:12, 28.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1330/8416 [00:10<00:58, 121.47it/s]
    Epoch 2:  79%|███████▉  | 26580/33666 [15:48<04:12, 28.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1331/8416 [00:10<00:58, 121.48it/s]
    Epoch 2:  79%|███████▉  | 26581/33666 [15:48<04:12, 28.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1332/8416 [00:10<00:58, 121.48it/s]
    Epoch 2:  79%|███████▉  | 26582/33666 [15:48<04:12, 28.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1333/8416 [00:10<00:58, 121.49it/s]
    Epoch 2:  79%|███████▉  | 26583/33666 [15:48<04:12, 28.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1334/8416 [00:10<00:58, 121.49it/s]
    Epoch 2:  79%|███████▉  | 26584/33666 [15:48<04:12, 28.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1335/8416 [00:10<00:58, 121.50it/s]
    Epoch 2:  79%|███████▉  | 26585/33666 [15:48<04:12, 28.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1336/8416 [00:10<00:58, 121.50it/s]
    Epoch 2:  79%|███████▉  | 26586/33666 [15:48<04:12, 28.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1337/8416 [00:11<00:58, 121.51it/s]
    Epoch 2:  79%|███████▉  | 26587/33666 [15:48<04:12, 28.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1338/8416 [00:11<00:58, 121.51it/s]
    Epoch 2:  79%|███████▉  | 26588/33666 [15:48<04:12, 28.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1339/8416 [00:11<00:58, 121.51it/s]
    Epoch 2:  79%|███████▉  | 26589/33666 [15:48<04:12, 28.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1340/8416 [00:11<00:58, 121.52it/s]
    Epoch 2:  79%|███████▉  | 26590/33666 [15:48<04:12, 28.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1341/8416 [00:11<00:58, 121.52it/s]
    Epoch 2:  79%|███████▉  | 26591/33666 [15:48<04:12, 28.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1342/8416 [00:11<00:58, 121.53it/s]
    Epoch 2:  79%|███████▉  | 26592/33666 [15:48<04:12, 28.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1343/8416 [00:11<00:58, 121.53it/s]
    Epoch 2:  79%|███████▉  | 26593/33666 [15:48<04:12, 28.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1344/8416 [00:11<00:58, 121.54it/s]
    Epoch 2:  79%|███████▉  | 26594/33666 [15:48<04:12, 28.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1345/8416 [00:11<00:58, 121.54it/s]
    Epoch 2:  79%|███████▉  | 26595/33666 [15:48<04:12, 28.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1346/8416 [00:11<00:58, 121.54it/s]
    Epoch 2:  79%|███████▉  | 26596/33666 [15:48<04:12, 28.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1347/8416 [00:11<00:58, 121.54it/s]
    Epoch 2:  79%|███████▉  | 26597/33666 [15:48<04:12, 28.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1348/8416 [00:11<00:58, 121.55it/s]
    Epoch 2:  79%|███████▉  | 26598/33666 [15:48<04:12, 28.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1349/8416 [00:11<00:58, 121.55it/s]
    Epoch 2:  79%|███████▉  | 26599/33666 [15:48<04:12, 28.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1350/8416 [00:11<00:58, 121.56it/s]
    Epoch 2:  79%|███████▉  | 26600/33666 [15:48<04:11, 28.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1351/8416 [00:11<00:58, 121.56it/s]
    Epoch 2:  79%|███████▉  | 26601/33666 [15:48<04:11, 28.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1352/8416 [00:11<00:58, 121.57it/s]
    Epoch 2:  79%|███████▉  | 26602/33666 [15:48<04:11, 28.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1353/8416 [00:11<00:58, 121.57it/s]
    Epoch 2:  79%|███████▉  | 26603/33666 [15:48<04:11, 28.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1354/8416 [00:11<00:58, 121.57it/s]
    Epoch 2:  79%|███████▉  | 26604/33666 [15:48<04:11, 28.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1355/8416 [00:11<00:58, 121.58it/s]
    Epoch 2:  79%|███████▉  | 26605/33666 [15:48<04:11, 28.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1356/8416 [00:11<00:58, 121.58it/s]
    Epoch 2:  79%|███████▉  | 26606/33666 [15:48<04:11, 28.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1357/8416 [00:11<00:58, 121.59it/s]
    Epoch 2:  79%|███████▉  | 26607/33666 [15:48<04:11, 28.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1358/8416 [00:11<00:58, 121.59it/s]
    Epoch 2:  79%|███████▉  | 26608/33666 [15:48<04:11, 28.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1359/8416 [00:11<00:58, 121.60it/s]
    Epoch 2:  79%|███████▉  | 26609/33666 [15:48<04:11, 28.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1360/8416 [00:11<00:58, 121.60it/s]
    Epoch 2:  79%|███████▉  | 26610/33666 [15:48<04:11, 28.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1361/8416 [00:11<00:58, 121.60it/s]
    Epoch 2:  79%|███████▉  | 26611/33666 [15:48<04:11, 28.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1362/8416 [00:11<00:58, 121.61it/s]
    Epoch 2:  79%|███████▉  | 26612/33666 [15:48<04:11, 28.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1363/8416 [00:11<00:57, 121.61it/s]
    Epoch 2:  79%|███████▉  | 26613/33666 [15:48<04:11, 28.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1364/8416 [00:11<00:57, 121.62it/s]
    Epoch 2:  79%|███████▉  | 26614/33666 [15:48<04:11, 28.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1365/8416 [00:11<00:57, 121.62it/s]
    Epoch 2:  79%|███████▉  | 26615/33666 [15:48<04:11, 28.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1366/8416 [00:11<00:57, 121.62it/s]
    Epoch 2:  79%|███████▉  | 26616/33666 [15:48<04:11, 28.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1367/8416 [00:11<00:57, 121.63it/s]
    Epoch 2:  79%|███████▉  | 26617/33666 [15:48<04:11, 28.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1368/8416 [00:11<00:57, 121.63it/s]
    Epoch 2:  79%|███████▉  | 26618/33666 [15:48<04:11, 28.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1369/8416 [00:11<00:57, 121.64it/s]
    Epoch 2:  79%|███████▉  | 26619/33666 [15:48<04:11, 28.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1370/8416 [00:11<00:57, 121.64it/s]
    Epoch 2:  79%|███████▉  | 26620/33666 [15:48<04:11, 28.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1371/8416 [00:11<00:57, 121.64it/s]
    Epoch 2:  79%|███████▉  | 26621/33666 [15:48<04:11, 28.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1372/8416 [00:11<00:57, 121.59it/s]
    Epoch 2:  79%|███████▉  | 26622/33666 [15:48<04:11, 28.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1373/8416 [00:11<00:57, 121.59it/s]
    Epoch 2:  79%|███████▉  | 26623/33666 [15:48<04:10, 28.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1374/8416 [00:11<00:57, 121.60it/s]
    Epoch 2:  79%|███████▉  | 26624/33666 [15:48<04:10, 28.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1375/8416 [00:11<00:57, 121.60it/s]
    Epoch 2:  79%|███████▉  | 26625/33666 [15:48<04:10, 28.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1376/8416 [00:11<00:57, 121.60it/s]
    Epoch 2:  79%|███████▉  | 26626/33666 [15:48<04:10, 28.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1377/8416 [00:11<00:57, 121.61it/s]
    Epoch 2:  79%|███████▉  | 26627/33666 [15:48<04:10, 28.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1378/8416 [00:11<00:57, 121.58it/s]
    Epoch 2:  79%|███████▉  | 26628/33666 [15:48<04:10, 28.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1379/8416 [00:11<00:57, 121.58it/s]
    Epoch 2:  79%|███████▉  | 26629/33666 [15:48<04:10, 28.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1380/8416 [00:11<00:57, 121.58it/s]
    Epoch 2:  79%|███████▉  | 26630/33666 [15:48<04:10, 28.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1381/8416 [00:11<00:57, 121.58it/s]
    Epoch 2:  79%|███████▉  | 26631/33666 [15:48<04:10, 28.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1382/8416 [00:11<00:57, 121.59it/s]
    Epoch 2:  79%|███████▉  | 26632/33666 [15:48<04:10, 28.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1383/8416 [00:11<00:57, 121.59it/s]
    Epoch 2:  79%|███████▉  | 26633/33666 [15:48<04:10, 28.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1384/8416 [00:11<00:57, 121.59it/s]
    Epoch 2:  79%|███████▉  | 26634/33666 [15:48<04:10, 28.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1385/8416 [00:11<00:57, 121.60it/s]
    Epoch 2:  79%|███████▉  | 26635/33666 [15:48<04:10, 28.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1386/8416 [00:11<00:57, 121.58it/s]
    Epoch 2:  79%|███████▉  | 26636/33666 [15:48<04:10, 28.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1387/8416 [00:11<00:57, 121.57it/s]
    Epoch 2:  79%|███████▉  | 26637/33666 [15:48<04:10, 28.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1388/8416 [00:11<00:57, 121.57it/s]
    Epoch 2:  79%|███████▉  | 26638/33666 [15:48<04:10, 28.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1389/8416 [00:11<00:57, 121.57it/s]
    Epoch 2:  79%|███████▉  | 26639/33666 [15:48<04:10, 28.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1390/8416 [00:11<00:57, 121.57it/s]
    Epoch 2:  79%|███████▉  | 26640/33666 [15:48<04:10, 28.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1391/8416 [00:11<00:57, 121.57it/s]
    Epoch 2:  79%|███████▉  | 26641/33666 [15:48<04:10, 28.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1392/8416 [00:11<00:57, 121.57it/s]
    Epoch 2:  79%|███████▉  | 26642/33666 [15:48<04:10, 28.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1393/8416 [00:11<00:57, 121.57it/s]
    Epoch 2:  79%|███████▉  | 26643/33666 [15:48<04:10, 28.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1394/8416 [00:11<00:57, 121.57it/s]
    Epoch 2:  79%|███████▉  | 26644/33666 [15:48<04:10, 28.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1395/8416 [00:11<00:57, 121.57it/s]
    Epoch 2:  79%|███████▉  | 26645/33666 [15:48<04:10, 28.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1396/8416 [00:11<00:57, 121.57it/s]
    Epoch 2:  79%|███████▉  | 26646/33666 [15:48<04:09, 28.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1397/8416 [00:11<00:57, 121.57it/s]
    Epoch 2:  79%|███████▉  | 26647/33666 [15:48<04:09, 28.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1398/8416 [00:11<00:57, 121.58it/s]
    Epoch 2:  79%|███████▉  | 26648/33666 [15:48<04:09, 28.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1399/8416 [00:11<00:57, 121.58it/s]
    Epoch 2:  79%|███████▉  | 26649/33666 [15:48<04:09, 28.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1400/8416 [00:11<00:57, 121.58it/s]
    Epoch 2:  79%|███████▉  | 26650/33666 [15:48<04:09, 28.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1401/8416 [00:11<00:57, 121.59it/s]
    Epoch 2:  79%|███████▉  | 26651/33666 [15:48<04:09, 28.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1402/8416 [00:11<00:57, 121.59it/s]
    Epoch 2:  79%|███████▉  | 26652/33666 [15:48<04:09, 28.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1403/8416 [00:11<00:57, 121.58it/s]
    Epoch 2:  79%|███████▉  | 26653/33666 [15:48<04:09, 28.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1404/8416 [00:11<00:57, 121.58it/s]
    Epoch 2:  79%|███████▉  | 26654/33666 [15:48<04:09, 28.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1405/8416 [00:11<00:57, 121.57it/s]
    Epoch 2:  79%|███████▉  | 26655/33666 [15:48<04:09, 28.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1406/8416 [00:11<00:57, 121.57it/s]
    Epoch 2:  79%|███████▉  | 26656/33666 [15:49<04:09, 28.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1407/8416 [00:11<00:57, 121.57it/s]
    Epoch 2:  79%|███████▉  | 26657/33666 [15:49<04:09, 28.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1408/8416 [00:11<00:57, 121.57it/s]
    Epoch 2:  79%|███████▉  | 26658/33666 [15:49<04:09, 28.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1409/8416 [00:11<00:57, 121.57it/s]
    Epoch 2:  79%|███████▉  | 26659/33666 [15:49<04:09, 28.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1410/8416 [00:11<00:57, 121.56it/s]
    Epoch 2:  79%|███████▉  | 26660/33666 [15:49<04:09, 28.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1411/8416 [00:11<00:57, 121.56it/s]
    Epoch 2:  79%|███████▉  | 26661/33666 [15:49<04:09, 28.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1412/8416 [00:11<00:57, 121.56it/s]
    Epoch 2:  79%|███████▉  | 26662/33666 [15:49<04:09, 28.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1413/8416 [00:11<00:57, 121.56it/s]
    Epoch 2:  79%|███████▉  | 26663/33666 [15:49<04:09, 28.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1414/8416 [00:11<00:57, 121.57it/s]
    Epoch 2:  79%|███████▉  | 26664/33666 [15:49<04:09, 28.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1415/8416 [00:11<00:57, 121.57it/s]
    Epoch 2:  79%|███████▉  | 26665/33666 [15:49<04:09, 28.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1416/8416 [00:11<00:57, 121.58it/s]
    Epoch 2:  79%|███████▉  | 26666/33666 [15:49<04:09, 28.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1417/8416 [00:11<00:57, 121.58it/s]
    Epoch 2:  79%|███████▉  | 26667/33666 [15:49<04:09, 28.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1418/8416 [00:11<00:57, 121.55it/s]
    Epoch 2:  79%|███████▉  | 26668/33666 [15:49<04:09, 28.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1419/8416 [00:11<00:57, 121.52it/s]
    Epoch 2:  79%|███████▉  | 26669/33666 [15:49<04:09, 28.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1420/8416 [00:11<00:57, 121.53it/s]
    Epoch 2:  79%|███████▉  | 26670/33666 [15:49<04:08, 28.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1421/8416 [00:11<00:57, 121.53it/s]
    Epoch 2:  79%|███████▉  | 26671/33666 [15:49<04:08, 28.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1422/8416 [00:11<00:57, 121.54it/s]
    Epoch 2:  79%|███████▉  | 26672/33666 [15:49<04:08, 28.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1423/8416 [00:11<00:57, 121.54it/s]
    Epoch 2:  79%|███████▉  | 26673/33666 [15:49<04:08, 28.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1424/8416 [00:11<00:57, 121.54it/s]
    Epoch 2:  79%|███████▉  | 26674/33666 [15:49<04:08, 28.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1425/8416 [00:11<00:57, 121.55it/s]
    Epoch 2:  79%|███████▉  | 26675/33666 [15:49<04:08, 28.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1426/8416 [00:11<00:57, 121.55it/s]
    Epoch 2:  79%|███████▉  | 26676/33666 [15:49<04:08, 28.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1427/8416 [00:11<00:57, 121.55it/s]
    Epoch 2:  79%|███████▉  | 26677/33666 [15:49<04:08, 28.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1428/8416 [00:11<00:57, 121.56it/s]
    Epoch 2:  79%|███████▉  | 26678/33666 [15:49<04:08, 28.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1429/8416 [00:11<00:57, 121.56it/s]
    Epoch 2:  79%|███████▉  | 26679/33666 [15:49<04:08, 28.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1430/8416 [00:11<00:57, 121.57it/s]
    Epoch 2:  79%|███████▉  | 26680/33666 [15:49<04:08, 28.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1431/8416 [00:11<00:57, 121.57it/s]
    Epoch 2:  79%|███████▉  | 26681/33666 [15:49<04:08, 28.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1432/8416 [00:11<00:57, 121.58it/s]
    Epoch 2:  79%|███████▉  | 26682/33666 [15:49<04:08, 28.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1433/8416 [00:11<00:57, 121.58it/s]
    Epoch 2:  79%|███████▉  | 26683/33666 [15:49<04:08, 28.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1434/8416 [00:11<00:57, 121.59it/s]
    Epoch 2:  79%|███████▉  | 26684/33666 [15:49<04:08, 28.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1435/8416 [00:11<00:57, 121.59it/s]
    Epoch 2:  79%|███████▉  | 26685/33666 [15:49<04:08, 28.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1436/8416 [00:11<00:57, 121.60it/s]
    Epoch 2:  79%|███████▉  | 26686/33666 [15:49<04:08, 28.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1437/8416 [00:11<00:57, 121.60it/s]
    Epoch 2:  79%|███████▉  | 26687/33666 [15:49<04:08, 28.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1438/8416 [00:11<00:57, 121.60it/s]
    Epoch 2:  79%|███████▉  | 26688/33666 [15:49<04:08, 28.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1439/8416 [00:11<00:57, 121.61it/s]
    Epoch 2:  79%|███████▉  | 26689/33666 [15:49<04:08, 28.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1440/8416 [00:11<00:57, 121.61it/s]
    Epoch 2:  79%|███████▉  | 26690/33666 [15:49<04:08, 28.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1441/8416 [00:11<00:57, 121.61it/s]
    Epoch 2:  79%|███████▉  | 26691/33666 [15:49<04:08, 28.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1442/8416 [00:11<00:57, 121.62it/s]
    Epoch 2:  79%|███████▉  | 26692/33666 [15:49<04:08, 28.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1443/8416 [00:11<00:57, 121.62it/s]
    Epoch 2:  79%|███████▉  | 26693/33666 [15:49<04:07, 28.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1444/8416 [00:11<00:57, 121.63it/s]
    Epoch 2:  79%|███████▉  | 26694/33666 [15:49<04:07, 28.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1445/8416 [00:11<00:57, 121.63it/s]
    Epoch 2:  79%|███████▉  | 26695/33666 [15:49<04:07, 28.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1446/8416 [00:11<00:57, 121.64it/s]
    Epoch 2:  79%|███████▉  | 26696/33666 [15:49<04:07, 28.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1447/8416 [00:11<00:57, 121.64it/s]
    Epoch 2:  79%|███████▉  | 26697/33666 [15:49<04:07, 28.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1448/8416 [00:11<00:57, 121.64it/s]
    Epoch 2:  79%|███████▉  | 26698/33666 [15:49<04:07, 28.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1449/8416 [00:11<00:57, 121.65it/s]
    Epoch 2:  79%|███████▉  | 26699/33666 [15:49<04:07, 28.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1450/8416 [00:11<00:57, 121.65it/s]
    Epoch 2:  79%|███████▉  | 26700/33666 [15:49<04:07, 28.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1451/8416 [00:11<00:57, 121.65it/s]
    Epoch 2:  79%|███████▉  | 26701/33666 [15:49<04:07, 28.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1452/8416 [00:11<00:57, 121.66it/s]
    Epoch 2:  79%|███████▉  | 26702/33666 [15:49<04:07, 28.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1453/8416 [00:11<00:57, 121.66it/s]
    Epoch 2:  79%|███████▉  | 26703/33666 [15:49<04:07, 28.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1454/8416 [00:11<00:57, 121.67it/s]
    Epoch 2:  79%|███████▉  | 26704/33666 [15:49<04:07, 28.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1455/8416 [00:11<00:57, 121.67it/s]
    Epoch 2:  79%|███████▉  | 26705/33666 [15:49<04:07, 28.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1456/8416 [00:11<00:57, 121.68it/s]
    Epoch 2:  79%|███████▉  | 26706/33666 [15:49<04:07, 28.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1457/8416 [00:11<00:57, 121.68it/s]
    Epoch 2:  79%|███████▉  | 26707/33666 [15:49<04:07, 28.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1458/8416 [00:11<00:57, 121.69it/s]
    Epoch 2:  79%|███████▉  | 26708/33666 [15:49<04:07, 28.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1459/8416 [00:11<00:57, 121.69it/s]
    Epoch 2:  79%|███████▉  | 26709/33666 [15:49<04:07, 28.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1460/8416 [00:11<00:57, 121.69it/s]
    Epoch 2:  79%|███████▉  | 26710/33666 [15:49<04:07, 28.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1461/8416 [00:12<00:57, 121.70it/s]
    Epoch 2:  79%|███████▉  | 26711/33666 [15:49<04:07, 28.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1462/8416 [00:12<00:57, 121.70it/s]
    Epoch 2:  79%|███████▉  | 26712/33666 [15:49<04:07, 28.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1463/8416 [00:12<00:57, 121.71it/s]
    Epoch 2:  79%|███████▉  | 26713/33666 [15:49<04:07, 28.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1464/8416 [00:12<00:57, 121.71it/s]
    Epoch 2:  79%|███████▉  | 26714/33666 [15:49<04:07, 28.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1465/8416 [00:12<00:57, 121.71it/s]
    Epoch 2:  79%|███████▉  | 26715/33666 [15:49<04:07, 28.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1466/8416 [00:12<00:57, 121.72it/s]
    Epoch 2:  79%|███████▉  | 26716/33666 [15:49<04:07, 28.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1467/8416 [00:12<00:57, 121.72it/s]
    Epoch 2:  79%|███████▉  | 26717/33666 [15:49<04:06, 28.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1468/8416 [00:12<00:57, 121.73it/s]
    Epoch 2:  79%|███████▉  | 26718/33666 [15:49<04:06, 28.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1469/8416 [00:12<00:57, 121.73it/s]
    Epoch 2:  79%|███████▉  | 26719/33666 [15:49<04:06, 28.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1470/8416 [00:12<00:57, 121.73it/s]
    Epoch 2:  79%|███████▉  | 26720/33666 [15:49<04:06, 28.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1471/8416 [00:12<00:57, 121.74it/s]
    Epoch 2:  79%|███████▉  | 26721/33666 [15:49<04:06, 28.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1472/8416 [00:12<00:57, 121.74it/s]
    Epoch 2:  79%|███████▉  | 26722/33666 [15:49<04:06, 28.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1473/8416 [00:12<00:57, 121.75it/s]
    Epoch 2:  79%|███████▉  | 26723/33666 [15:49<04:06, 28.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1474/8416 [00:12<00:57, 121.74it/s]
    Epoch 2:  79%|███████▉  | 26724/33666 [15:49<04:06, 28.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1475/8416 [00:12<00:57, 121.74it/s]
    Epoch 2:  79%|███████▉  | 26725/33666 [15:49<04:06, 28.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1476/8416 [00:12<00:57, 121.75it/s]
    Epoch 2:  79%|███████▉  | 26726/33666 [15:49<04:06, 28.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1477/8416 [00:12<00:56, 121.75it/s]
    Epoch 2:  79%|███████▉  | 26727/33666 [15:49<04:06, 28.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1478/8416 [00:12<00:56, 121.76it/s]
    Epoch 2:  79%|███████▉  | 26728/33666 [15:49<04:06, 28.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1479/8416 [00:12<00:56, 121.76it/s]
    Epoch 2:  79%|███████▉  | 26729/33666 [15:49<04:06, 28.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1480/8416 [00:12<00:56, 121.76it/s]
    Epoch 2:  79%|███████▉  | 26730/33666 [15:49<04:06, 28.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1481/8416 [00:12<00:56, 121.76it/s]
    Epoch 2:  79%|███████▉  | 26731/33666 [15:49<04:06, 28.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1482/8416 [00:12<00:56, 121.77it/s]
    Epoch 2:  79%|███████▉  | 26732/33666 [15:49<04:06, 28.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1483/8416 [00:12<00:56, 121.77it/s]
    Epoch 2:  79%|███████▉  | 26733/33666 [15:49<04:06, 28.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1484/8416 [00:12<00:56, 121.77it/s]
    Epoch 2:  79%|███████▉  | 26734/33666 [15:49<04:06, 28.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1485/8416 [00:12<00:56, 121.78it/s]
    Epoch 2:  79%|███████▉  | 26735/33666 [15:49<04:06, 28.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1486/8416 [00:12<00:56, 121.78it/s]
    Epoch 2:  79%|███████▉  | 26736/33666 [15:49<04:06, 28.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1487/8416 [00:12<00:56, 121.78it/s]
    Epoch 2:  79%|███████▉  | 26737/33666 [15:49<04:06, 28.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1488/8416 [00:12<00:56, 121.78it/s]
    Epoch 2:  79%|███████▉  | 26738/33666 [15:49<04:06, 28.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1489/8416 [00:12<00:56, 121.79it/s]
    Epoch 2:  79%|███████▉  | 26739/33666 [15:49<04:06, 28.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1490/8416 [00:12<00:56, 121.79it/s]
    Epoch 2:  79%|███████▉  | 26740/33666 [15:49<04:05, 28.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1491/8416 [00:12<00:56, 121.80it/s]
    Epoch 2:  79%|███████▉  | 26741/33666 [15:49<04:05, 28.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1492/8416 [00:12<00:56, 121.80it/s]
    Epoch 2:  79%|███████▉  | 26742/33666 [15:49<04:05, 28.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1493/8416 [00:12<00:56, 121.78it/s]
    Epoch 2:  79%|███████▉  | 26743/33666 [15:49<04:05, 28.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1494/8416 [00:12<00:56, 121.78it/s]
    Epoch 2:  79%|███████▉  | 26744/33666 [15:49<04:05, 28.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1495/8416 [00:12<00:56, 121.78it/s]
    Epoch 2:  79%|███████▉  | 26745/33666 [15:49<04:05, 28.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1496/8416 [00:12<00:56, 121.78it/s]
    Epoch 2:  79%|███████▉  | 26746/33666 [15:49<04:05, 28.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1497/8416 [00:12<00:56, 121.79it/s]
    Epoch 2:  79%|███████▉  | 26747/33666 [15:49<04:05, 28.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1498/8416 [00:12<00:56, 121.79it/s]
    Epoch 2:  79%|███████▉  | 26748/33666 [15:49<04:05, 28.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1499/8416 [00:12<00:56, 121.79it/s]
    Epoch 2:  79%|███████▉  | 26749/33666 [15:49<04:05, 28.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1500/8416 [00:12<00:56, 121.80it/s]
    Epoch 2:  79%|███████▉  | 26750/33666 [15:49<04:05, 28.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1501/8416 [00:12<00:56, 121.80it/s]
    Epoch 2:  79%|███████▉  | 26751/33666 [15:49<04:05, 28.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1502/8416 [00:12<00:56, 121.81it/s]
    Epoch 2:  79%|███████▉  | 26752/33666 [15:49<04:05, 28.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1503/8416 [00:12<00:56, 121.81it/s]
    Epoch 2:  79%|███████▉  | 26753/33666 [15:49<04:05, 28.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1504/8416 [00:12<00:56, 121.81it/s]
    Epoch 2:  79%|███████▉  | 26754/33666 [15:49<04:05, 28.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1505/8416 [00:12<00:56, 121.82it/s]
    Epoch 2:  79%|███████▉  | 26755/33666 [15:49<04:05, 28.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1506/8416 [00:12<00:56, 121.82it/s]
    Epoch 2:  79%|███████▉  | 26756/33666 [15:49<04:05, 28.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1507/8416 [00:12<00:56, 121.83it/s]
    Epoch 2:  79%|███████▉  | 26757/33666 [15:49<04:05, 28.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1508/8416 [00:12<00:56, 121.83it/s]
    Epoch 2:  79%|███████▉  | 26758/33666 [15:49<04:05, 28.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1509/8416 [00:12<00:56, 121.84it/s]
    Epoch 2:  79%|███████▉  | 26759/33666 [15:49<04:05, 28.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1510/8416 [00:12<00:56, 121.84it/s]
    Epoch 2:  79%|███████▉  | 26760/33666 [15:49<04:05, 28.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1511/8416 [00:12<00:56, 121.84it/s]
    Epoch 2:  79%|███████▉  | 26761/33666 [15:49<04:05, 28.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1512/8416 [00:12<00:56, 121.85it/s]
    Epoch 2:  79%|███████▉  | 26762/33666 [15:49<04:05, 28.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1513/8416 [00:12<00:56, 121.85it/s]
    Epoch 2:  79%|███████▉  | 26763/33666 [15:49<04:04, 28.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1514/8416 [00:12<00:56, 121.85it/s]
    Epoch 2:  79%|███████▉  | 26764/33666 [15:49<04:04, 28.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1515/8416 [00:12<00:56, 121.86it/s]
    Epoch 2:  80%|███████▉  | 26765/33666 [15:49<04:04, 28.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1516/8416 [00:12<00:56, 121.86it/s]
    Epoch 2:  80%|███████▉  | 26766/33666 [15:49<04:04, 28.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1517/8416 [00:12<00:56, 121.86it/s]
    Epoch 2:  80%|███████▉  | 26767/33666 [15:49<04:04, 28.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1518/8416 [00:12<00:56, 121.87it/s]
    Epoch 2:  80%|███████▉  | 26768/33666 [15:49<04:04, 28.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1519/8416 [00:12<00:56, 121.87it/s]
    Epoch 2:  80%|███████▉  | 26769/33666 [15:49<04:04, 28.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1520/8416 [00:12<00:56, 121.88it/s]
    Epoch 2:  80%|███████▉  | 26770/33666 [15:49<04:04, 28.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1521/8416 [00:12<00:56, 121.88it/s]
    Epoch 2:  80%|███████▉  | 26771/33666 [15:49<04:04, 28.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1522/8416 [00:12<00:56, 121.88it/s]
    Epoch 2:  80%|███████▉  | 26772/33666 [15:49<04:04, 28.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1523/8416 [00:12<00:56, 121.89it/s]
    Epoch 2:  80%|███████▉  | 26773/33666 [15:49<04:04, 28.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1524/8416 [00:12<00:56, 121.89it/s]
    Epoch 2:  80%|███████▉  | 26774/33666 [15:49<04:04, 28.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1525/8416 [00:12<00:56, 121.89it/s]
    Epoch 2:  80%|███████▉  | 26775/33666 [15:49<04:04, 28.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1526/8416 [00:12<00:56, 121.90it/s]
    Epoch 2:  80%|███████▉  | 26776/33666 [15:49<04:04, 28.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1527/8416 [00:12<00:56, 121.90it/s]
    Epoch 2:  80%|███████▉  | 26777/33666 [15:49<04:04, 28.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1528/8416 [00:12<00:56, 121.91it/s]
    Epoch 2:  80%|███████▉  | 26778/33666 [15:49<04:04, 28.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1529/8416 [00:12<00:56, 121.91it/s]
    Epoch 2:  80%|███████▉  | 26779/33666 [15:49<04:04, 28.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1530/8416 [00:12<00:56, 121.91it/s]
    Epoch 2:  80%|███████▉  | 26780/33666 [15:49<04:04, 28.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1531/8416 [00:12<00:56, 121.92it/s]
    Epoch 2:  80%|███████▉  | 26781/33666 [15:49<04:04, 28.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1532/8416 [00:12<00:56, 121.92it/s]
    Epoch 2:  80%|███████▉  | 26782/33666 [15:50<04:04, 28.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1533/8416 [00:12<00:56, 121.92it/s]
    Epoch 2:  80%|███████▉  | 26783/33666 [15:50<04:04, 28.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1534/8416 [00:12<00:56, 121.93it/s]
    Epoch 2:  80%|███████▉  | 26784/33666 [15:50<04:04, 28.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1535/8416 [00:12<00:56, 121.93it/s]
    Epoch 2:  80%|███████▉  | 26785/33666 [15:50<04:04, 28.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1536/8416 [00:12<00:56, 121.93it/s]
    Epoch 2:  80%|███████▉  | 26786/33666 [15:50<04:04, 28.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1537/8416 [00:12<00:56, 121.94it/s]
    Epoch 2:  80%|███████▉  | 26787/33666 [15:50<04:03, 28.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1538/8416 [00:12<00:56, 121.93it/s]
    Epoch 2:  80%|███████▉  | 26788/33666 [15:50<04:03, 28.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1539/8416 [00:12<00:56, 121.94it/s]
    Epoch 2:  80%|███████▉  | 26789/33666 [15:50<04:03, 28.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1540/8416 [00:12<00:56, 121.94it/s]
    Epoch 2:  80%|███████▉  | 26790/33666 [15:50<04:03, 28.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1541/8416 [00:12<00:56, 121.95it/s]
    Epoch 2:  80%|███████▉  | 26791/33666 [15:50<04:03, 28.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1542/8416 [00:12<00:56, 121.95it/s]
    Epoch 2:  80%|███████▉  | 26792/33666 [15:50<04:03, 28.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1543/8416 [00:12<00:56, 121.95it/s]
    Epoch 2:  80%|███████▉  | 26793/33666 [15:50<04:03, 28.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1544/8416 [00:12<00:56, 121.96it/s]
    Epoch 2:  80%|███████▉  | 26794/33666 [15:50<04:03, 28.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1545/8416 [00:12<00:56, 121.96it/s]
    Epoch 2:  80%|███████▉  | 26795/33666 [15:50<04:03, 28.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1546/8416 [00:12<00:56, 121.96it/s]
    Epoch 2:  80%|███████▉  | 26796/33666 [15:50<04:03, 28.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1547/8416 [00:12<00:56, 121.97it/s]
    Epoch 2:  80%|███████▉  | 26797/33666 [15:50<04:03, 28.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1548/8416 [00:12<00:56, 121.97it/s]
    Epoch 2:  80%|███████▉  | 26798/33666 [15:50<04:03, 28.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1549/8416 [00:12<00:56, 121.98it/s]
    Epoch 2:  80%|███████▉  | 26799/33666 [15:50<04:03, 28.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1550/8416 [00:12<00:56, 121.98it/s]
    Epoch 2:  80%|███████▉  | 26800/33666 [15:50<04:03, 28.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1551/8416 [00:12<00:56, 121.98it/s]
    Epoch 2:  80%|███████▉  | 26801/33666 [15:50<04:03, 28.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1552/8416 [00:12<00:56, 121.99it/s]
    Epoch 2:  80%|███████▉  | 26802/33666 [15:50<04:03, 28.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1553/8416 [00:12<00:56, 121.99it/s]
    Epoch 2:  80%|███████▉  | 26803/33666 [15:50<04:03, 28.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1554/8416 [00:12<00:56, 122.00it/s]
    Epoch 2:  80%|███████▉  | 26804/33666 [15:50<04:03, 28.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1555/8416 [00:12<00:56, 122.00it/s]
    Epoch 2:  80%|███████▉  | 26805/33666 [15:50<04:03, 28.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1556/8416 [00:12<00:56, 122.01it/s]
    Epoch 2:  80%|███████▉  | 26806/33666 [15:50<04:03, 28.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1557/8416 [00:12<00:56, 122.01it/s]
    Epoch 2:  80%|███████▉  | 26807/33666 [15:50<04:03, 28.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1558/8416 [00:12<00:56, 122.01it/s]
    Epoch 2:  80%|███████▉  | 26808/33666 [15:50<04:03, 28.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1559/8416 [00:12<00:56, 122.02it/s]
    Epoch 2:  80%|███████▉  | 26809/33666 [15:50<04:03, 28.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1560/8416 [00:12<00:56, 122.02it/s]
    Epoch 2:  80%|███████▉  | 26810/33666 [15:50<04:02, 28.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1561/8416 [00:12<00:56, 122.03it/s]
    Epoch 2:  80%|███████▉  | 26811/33666 [15:50<04:02, 28.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1562/8416 [00:12<00:56, 122.03it/s]
    Epoch 2:  80%|███████▉  | 26812/33666 [15:50<04:02, 28.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1563/8416 [00:12<00:56, 122.03it/s]
    Epoch 2:  80%|███████▉  | 26813/33666 [15:50<04:02, 28.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1564/8416 [00:12<00:56, 122.04it/s]
    Epoch 2:  80%|███████▉  | 26814/33666 [15:50<04:02, 28.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1565/8416 [00:12<00:56, 122.04it/s]
    Epoch 2:  80%|███████▉  | 26815/33666 [15:50<04:02, 28.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1566/8416 [00:12<00:56, 122.04it/s]
    Epoch 2:  80%|███████▉  | 26816/33666 [15:50<04:02, 28.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1567/8416 [00:12<00:56, 122.05it/s]
    Epoch 2:  80%|███████▉  | 26817/33666 [15:50<04:02, 28.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1568/8416 [00:12<00:56, 122.05it/s]
    Epoch 2:  80%|███████▉  | 26818/33666 [15:50<04:02, 28.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1569/8416 [00:12<00:56, 122.06it/s]
    Epoch 2:  80%|███████▉  | 26819/33666 [15:50<04:02, 28.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1570/8416 [00:12<00:56, 122.06it/s]
    Epoch 2:  80%|███████▉  | 26820/33666 [15:50<04:02, 28.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1571/8416 [00:12<00:56, 122.06it/s]
    Epoch 2:  80%|███████▉  | 26821/33666 [15:50<04:02, 28.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1572/8416 [00:12<00:56, 122.07it/s]
    Epoch 2:  80%|███████▉  | 26822/33666 [15:50<04:02, 28.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1573/8416 [00:12<00:56, 122.07it/s]
    Epoch 2:  80%|███████▉  | 26823/33666 [15:50<04:02, 28.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1574/8416 [00:12<00:56, 122.07it/s]
    Epoch 2:  80%|███████▉  | 26824/33666 [15:50<04:02, 28.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1575/8416 [00:12<00:56, 122.08it/s]
    Epoch 2:  80%|███████▉  | 26825/33666 [15:50<04:02, 28.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1576/8416 [00:12<00:56, 122.08it/s]
    Epoch 2:  80%|███████▉  | 26826/33666 [15:50<04:02, 28.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1577/8416 [00:12<00:56, 122.09it/s]
    Epoch 2:  80%|███████▉  | 26827/33666 [15:50<04:02, 28.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1578/8416 [00:12<00:56, 122.09it/s]
    Epoch 2:  80%|███████▉  | 26828/33666 [15:50<04:02, 28.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1579/8416 [00:12<00:55, 122.09it/s]
    Epoch 2:  80%|███████▉  | 26829/33666 [15:50<04:02, 28.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1580/8416 [00:12<00:55, 122.10it/s]
    Epoch 2:  80%|███████▉  | 26830/33666 [15:50<04:02, 28.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1581/8416 [00:12<00:55, 122.10it/s]
    Epoch 2:  80%|███████▉  | 26831/33666 [15:50<04:02, 28.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1582/8416 [00:12<00:55, 122.11it/s]
    Epoch 2:  80%|███████▉  | 26832/33666 [15:50<04:02, 28.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1583/8416 [00:12<00:55, 122.11it/s]
    Epoch 2:  80%|███████▉  | 26833/33666 [15:50<04:02, 28.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1584/8416 [00:12<00:55, 122.11it/s]
    Epoch 2:  80%|███████▉  | 26834/33666 [15:50<04:01, 28.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1585/8416 [00:12<00:55, 122.12it/s]
    Epoch 2:  80%|███████▉  | 26835/33666 [15:50<04:01, 28.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1586/8416 [00:12<00:55, 122.12it/s]
    Epoch 2:  80%|███████▉  | 26836/33666 [15:50<04:01, 28.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1587/8416 [00:12<00:55, 122.12it/s]
    Epoch 2:  80%|███████▉  | 26837/33666 [15:50<04:01, 28.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1588/8416 [00:13<00:55, 122.13it/s]
    Epoch 2:  80%|███████▉  | 26838/33666 [15:50<04:01, 28.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1589/8416 [00:13<00:55, 122.13it/s]
    Epoch 2:  80%|███████▉  | 26839/33666 [15:50<04:01, 28.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1590/8416 [00:13<00:55, 122.13it/s]
    Epoch 2:  80%|███████▉  | 26840/33666 [15:50<04:01, 28.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1591/8416 [00:13<00:55, 122.14it/s]
    Epoch 2:  80%|███████▉  | 26841/33666 [15:50<04:01, 28.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1592/8416 [00:13<00:55, 122.14it/s]
    Epoch 2:  80%|███████▉  | 26842/33666 [15:50<04:01, 28.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1593/8416 [00:13<00:55, 122.15it/s]
    Epoch 2:  80%|███████▉  | 26843/33666 [15:50<04:01, 28.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1594/8416 [00:13<00:55, 122.15it/s]
    Epoch 2:  80%|███████▉  | 26844/33666 [15:50<04:01, 28.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1595/8416 [00:13<00:55, 122.15it/s]
    Epoch 2:  80%|███████▉  | 26845/33666 [15:50<04:01, 28.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1596/8416 [00:13<00:55, 122.16it/s]
    Epoch 2:  80%|███████▉  | 26846/33666 [15:50<04:01, 28.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1597/8416 [00:13<00:55, 122.16it/s]
    Epoch 2:  80%|███████▉  | 26847/33666 [15:50<04:01, 28.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1598/8416 [00:13<00:55, 122.16it/s]
    Epoch 2:  80%|███████▉  | 26848/33666 [15:50<04:01, 28.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1599/8416 [00:13<00:55, 122.17it/s]
    Epoch 2:  80%|███████▉  | 26849/33666 [15:50<04:01, 28.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1600/8416 [00:13<00:55, 122.17it/s]
    Epoch 2:  80%|███████▉  | 26850/33666 [15:50<04:01, 28.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1601/8416 [00:13<00:55, 122.18it/s]
    Epoch 2:  80%|███████▉  | 26851/33666 [15:50<04:01, 28.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1602/8416 [00:13<00:55, 122.17it/s]
    Epoch 2:  80%|███████▉  | 26852/33666 [15:50<04:01, 28.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1603/8416 [00:13<00:55, 122.18it/s]
    Epoch 2:  80%|███████▉  | 26853/33666 [15:50<04:01, 28.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1604/8416 [00:13<00:55, 122.18it/s]
    Epoch 2:  80%|███████▉  | 26854/33666 [15:50<04:01, 28.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1605/8416 [00:13<00:55, 122.18it/s]
    Epoch 2:  80%|███████▉  | 26855/33666 [15:50<04:01, 28.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1606/8416 [00:13<00:55, 122.19it/s]
    Epoch 2:  80%|███████▉  | 26856/33666 [15:50<04:01, 28.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1607/8416 [00:13<00:55, 122.19it/s]
    Epoch 2:  80%|███████▉  | 26857/33666 [15:50<04:01, 28.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1608/8416 [00:13<00:55, 122.20it/s]
    Epoch 2:  80%|███████▉  | 26858/33666 [15:50<04:00, 28.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1609/8416 [00:13<00:55, 122.20it/s]
    Epoch 2:  80%|███████▉  | 26859/33666 [15:50<04:00, 28.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1610/8416 [00:13<00:55, 122.20it/s]
    Epoch 2:  80%|███████▉  | 26860/33666 [15:50<04:00, 28.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1611/8416 [00:13<00:55, 122.21it/s]
    Epoch 2:  80%|███████▉  | 26861/33666 [15:50<04:00, 28.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1612/8416 [00:13<00:55, 122.21it/s]
    Epoch 2:  80%|███████▉  | 26862/33666 [15:50<04:00, 28.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1613/8416 [00:13<00:55, 122.21it/s]
    Epoch 2:  80%|███████▉  | 26863/33666 [15:50<04:00, 28.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1614/8416 [00:13<00:55, 122.22it/s]
    Epoch 2:  80%|███████▉  | 26864/33666 [15:50<04:00, 28.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1615/8416 [00:13<00:55, 122.22it/s]
    Epoch 2:  80%|███████▉  | 26865/33666 [15:50<04:00, 28.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1616/8416 [00:13<00:55, 122.23it/s]
    Epoch 2:  80%|███████▉  | 26866/33666 [15:50<04:00, 28.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1617/8416 [00:13<00:55, 122.23it/s]
    Epoch 2:  80%|███████▉  | 26867/33666 [15:50<04:00, 28.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1618/8416 [00:13<00:55, 122.23it/s]
    Epoch 2:  80%|███████▉  | 26868/33666 [15:50<04:00, 28.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1619/8416 [00:13<00:55, 122.24it/s]
    Epoch 2:  80%|███████▉  | 26869/33666 [15:50<04:00, 28.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1620/8416 [00:13<00:55, 122.24it/s]
    Epoch 2:  80%|███████▉  | 26870/33666 [15:50<04:00, 28.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1621/8416 [00:13<00:55, 122.24it/s]
    Epoch 2:  80%|███████▉  | 26871/33666 [15:50<04:00, 28.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1622/8416 [00:13<00:55, 122.25it/s]
    Epoch 2:  80%|███████▉  | 26872/33666 [15:50<04:00, 28.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1623/8416 [00:13<00:55, 122.25it/s]
    Epoch 2:  80%|███████▉  | 26873/33666 [15:50<04:00, 28.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1624/8416 [00:13<00:55, 122.25it/s]
    Epoch 2:  80%|███████▉  | 26874/33666 [15:50<04:00, 28.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1625/8416 [00:13<00:55, 122.26it/s]
    Epoch 2:  80%|███████▉  | 26875/33666 [15:50<04:00, 28.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1626/8416 [00:13<00:55, 122.26it/s]
    Epoch 2:  80%|███████▉  | 26876/33666 [15:50<04:00, 28.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1627/8416 [00:13<00:55, 122.26it/s]
    Epoch 2:  80%|███████▉  | 26877/33666 [15:50<04:00, 28.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1628/8416 [00:13<00:55, 122.27it/s]
    Epoch 2:  80%|███████▉  | 26878/33666 [15:50<04:00, 28.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1629/8416 [00:13<00:55, 122.27it/s]
    Epoch 2:  80%|███████▉  | 26879/33666 [15:50<04:00, 28.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1630/8416 [00:13<00:55, 122.28it/s]
    Epoch 2:  80%|███████▉  | 26880/33666 [15:50<04:00, 28.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1631/8416 [00:13<00:55, 122.28it/s]
    Epoch 2:  80%|███████▉  | 26881/33666 [15:50<03:59, 28.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1632/8416 [00:13<00:55, 122.28it/s]
    Epoch 2:  80%|███████▉  | 26882/33666 [15:50<03:59, 28.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1633/8416 [00:13<00:55, 122.29it/s]
    Epoch 2:  80%|███████▉  | 26883/33666 [15:50<03:59, 28.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1634/8416 [00:13<00:55, 122.29it/s]
    Epoch 2:  80%|███████▉  | 26884/33666 [15:50<03:59, 28.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1635/8416 [00:13<00:55, 122.29it/s]
    Epoch 2:  80%|███████▉  | 26885/33666 [15:50<03:59, 28.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1636/8416 [00:13<00:55, 122.30it/s]
    Epoch 2:  80%|███████▉  | 26886/33666 [15:50<03:59, 28.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1637/8416 [00:13<00:55, 122.30it/s]
    Epoch 2:  80%|███████▉  | 26887/33666 [15:50<03:59, 28.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1638/8416 [00:13<00:55, 122.30it/s]
    Epoch 2:  80%|███████▉  | 26888/33666 [15:50<03:59, 28.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1639/8416 [00:13<00:55, 122.31it/s]
    Epoch 2:  80%|███████▉  | 26889/33666 [15:50<03:59, 28.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1640/8416 [00:13<00:55, 122.31it/s]
    Epoch 2:  80%|███████▉  | 26890/33666 [15:50<03:59, 28.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1641/8416 [00:13<00:55, 122.31it/s]
    Epoch 2:  80%|███████▉  | 26891/33666 [15:50<03:59, 28.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1642/8416 [00:13<00:55, 122.32it/s]
    Epoch 2:  80%|███████▉  | 26892/33666 [15:50<03:59, 28.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1643/8416 [00:13<00:55, 122.32it/s]
    Epoch 2:  80%|███████▉  | 26893/33666 [15:50<03:59, 28.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1644/8416 [00:13<00:55, 122.32it/s]
    Epoch 2:  80%|███████▉  | 26894/33666 [15:50<03:59, 28.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1645/8416 [00:13<00:55, 122.33it/s]
    Epoch 2:  80%|███████▉  | 26895/33666 [15:50<03:59, 28.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1646/8416 [00:13<00:55, 122.33it/s]
    Epoch 2:  80%|███████▉  | 26896/33666 [15:50<03:59, 28.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1647/8416 [00:13<00:55, 122.33it/s]
    Epoch 2:  80%|███████▉  | 26897/33666 [15:50<03:59, 28.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1648/8416 [00:13<00:55, 122.33it/s]
    Epoch 2:  80%|███████▉  | 26898/33666 [15:50<03:59, 28.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1649/8416 [00:13<00:55, 122.34it/s]
    Epoch 2:  80%|███████▉  | 26899/33666 [15:50<03:59, 28.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1650/8416 [00:13<00:55, 122.34it/s]
    Epoch 2:  80%|███████▉  | 26900/33666 [15:50<03:59, 28.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1651/8416 [00:13<00:55, 122.34it/s]
    Epoch 2:  80%|███████▉  | 26901/33666 [15:50<03:59, 28.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1652/8416 [00:13<00:55, 122.35it/s]
    Epoch 2:  80%|███████▉  | 26902/33666 [15:50<03:59, 28.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1653/8416 [00:13<00:55, 122.35it/s]
    Epoch 2:  80%|███████▉  | 26903/33666 [15:50<03:59, 28.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1654/8416 [00:13<00:55, 122.35it/s]
    Epoch 2:  80%|███████▉  | 26904/33666 [15:50<03:59, 28.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1655/8416 [00:13<00:55, 122.36it/s]
    Epoch 2:  80%|███████▉  | 26905/33666 [15:50<03:58, 28.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1656/8416 [00:13<00:55, 122.36it/s]
    Epoch 2:  80%|███████▉  | 26906/33666 [15:50<03:58, 28.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1657/8416 [00:13<00:55, 122.36it/s]
    Epoch 2:  80%|███████▉  | 26907/33666 [15:50<03:58, 28.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1658/8416 [00:13<00:55, 122.37it/s]
    Epoch 2:  80%|███████▉  | 26908/33666 [15:50<03:58, 28.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1659/8416 [00:13<00:55, 122.37it/s]
    Epoch 2:  80%|███████▉  | 26909/33666 [15:50<03:58, 28.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1660/8416 [00:13<00:55, 122.37it/s]
    Epoch 2:  80%|███████▉  | 26910/33666 [15:51<03:58, 28.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1661/8416 [00:13<00:55, 122.38it/s]
    Epoch 2:  80%|███████▉  | 26911/33666 [15:51<03:58, 28.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1662/8416 [00:13<00:55, 122.38it/s]
    Epoch 2:  80%|███████▉  | 26912/33666 [15:51<03:58, 28.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1663/8416 [00:13<00:55, 122.38it/s]
    Epoch 2:  80%|███████▉  | 26913/33666 [15:51<03:58, 28.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1664/8416 [00:13<00:55, 122.39it/s]
    Epoch 2:  80%|███████▉  | 26914/33666 [15:51<03:58, 28.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1665/8416 [00:13<00:55, 122.39it/s]
    Epoch 2:  80%|███████▉  | 26915/33666 [15:51<03:58, 28.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1666/8416 [00:13<00:55, 122.39it/s]
    Epoch 2:  80%|███████▉  | 26916/33666 [15:51<03:58, 28.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1667/8416 [00:13<00:55, 122.39it/s]
    Epoch 2:  80%|███████▉  | 26917/33666 [15:51<03:58, 28.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1668/8416 [00:13<00:55, 122.39it/s]
    Epoch 2:  80%|███████▉  | 26918/33666 [15:51<03:58, 28.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1669/8416 [00:13<00:55, 122.40it/s]
    Epoch 2:  80%|███████▉  | 26919/33666 [15:51<03:58, 28.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1670/8416 [00:13<00:55, 122.40it/s]
    Epoch 2:  80%|███████▉  | 26920/33666 [15:51<03:58, 28.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1671/8416 [00:13<00:55, 122.40it/s]
    Epoch 2:  80%|███████▉  | 26921/33666 [15:51<03:58, 28.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1672/8416 [00:13<00:55, 122.41it/s]
    Epoch 2:  80%|███████▉  | 26922/33666 [15:51<03:58, 28.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1673/8416 [00:13<00:55, 122.41it/s]
    Epoch 2:  80%|███████▉  | 26923/33666 [15:51<03:58, 28.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1674/8416 [00:13<00:55, 122.42it/s]
    Epoch 2:  80%|███████▉  | 26924/33666 [15:51<03:58, 28.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1675/8416 [00:13<00:55, 122.42it/s]
    Epoch 2:  80%|███████▉  | 26925/33666 [15:51<03:58, 28.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1676/8416 [00:13<00:55, 122.42it/s]
    Epoch 2:  80%|███████▉  | 26926/33666 [15:51<03:58, 28.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1677/8416 [00:13<00:55, 122.43it/s]
    Epoch 2:  80%|███████▉  | 26927/33666 [15:51<03:58, 28.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1678/8416 [00:13<00:55, 122.43it/s]
    Epoch 2:  80%|███████▉  | 26928/33666 [15:51<03:57, 28.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1679/8416 [00:13<00:55, 122.43it/s]
    Epoch 2:  80%|███████▉  | 26929/33666 [15:51<03:57, 28.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1680/8416 [00:13<00:55, 122.44it/s]
    Epoch 2:  80%|███████▉  | 26930/33666 [15:51<03:57, 28.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1681/8416 [00:13<00:55, 122.44it/s]
    Epoch 2:  80%|███████▉  | 26931/33666 [15:51<03:57, 28.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1682/8416 [00:13<00:54, 122.44it/s]
    Epoch 2:  80%|███████▉  | 26932/33666 [15:51<03:57, 28.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1683/8416 [00:13<00:54, 122.45it/s]
    Epoch 2:  80%|████████  | 26933/33666 [15:51<03:57, 28.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|██        | 1684/8416 [00:13<00:54, 122.45it/s]
    Epoch 2:  80%|████████  | 26934/33666 [15:51<03:57, 28.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|██        | 1685/8416 [00:13<00:54, 122.45it/s]
    Epoch 2:  80%|████████  | 26935/33666 [15:51<03:57, 28.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|██        | 1686/8416 [00:13<00:54, 122.46it/s]
    Epoch 2:  80%|████████  | 26936/33666 [15:51<03:57, 28.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|██        | 1687/8416 [00:13<00:54, 122.46it/s]
    Epoch 2:  80%|████████  | 26937/33666 [15:51<03:57, 28.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|██        | 1688/8416 [00:13<00:54, 122.46it/s]
    Epoch 2:  80%|████████  | 26938/33666 [15:51<03:57, 28.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|██        | 1689/8416 [00:13<00:54, 122.47it/s]
    Epoch 2:  80%|████████  | 26939/33666 [15:51<03:57, 28.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|██        | 1690/8416 [00:13<00:54, 122.47it/s]
    Epoch 2:  80%|████████  | 26940/33666 [15:51<03:57, 28.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|██        | 1691/8416 [00:13<00:54, 122.47it/s]
    Epoch 2:  80%|████████  | 26941/33666 [15:51<03:57, 28.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|██        | 1692/8416 [00:13<00:54, 122.48it/s]
    Epoch 2:  80%|████████  | 26942/33666 [15:51<03:57, 28.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|██        | 1693/8416 [00:13<00:54, 122.48it/s]
    Epoch 2:  80%|████████  | 26943/33666 [15:51<03:57, 28.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|██        | 1694/8416 [00:13<00:54, 122.48it/s]
    Epoch 2:  80%|████████  | 26944/33666 [15:51<03:57, 28.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|██        | 1695/8416 [00:13<00:54, 122.49it/s]
    Epoch 2:  80%|████████  | 26945/33666 [15:51<03:57, 28.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|██        | 1696/8416 [00:13<00:54, 122.49it/s]
    Epoch 2:  80%|████████  | 26946/33666 [15:51<03:57, 28.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|██        | 1697/8416 [00:13<00:54, 122.49it/s]
    Epoch 2:  80%|████████  | 26947/33666 [15:51<03:57, 28.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|██        | 1698/8416 [00:13<00:54, 122.50it/s]
    Epoch 2:  80%|████████  | 26948/33666 [15:51<03:57, 28.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|██        | 1699/8416 [00:13<00:54, 122.50it/s]
    Epoch 2:  80%|████████  | 26949/33666 [15:51<03:57, 28.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|██        | 1700/8416 [00:13<00:54, 122.50it/s]
    Epoch 2:  80%|████████  | 26950/33666 [15:51<03:57, 28.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|██        | 1701/8416 [00:13<00:54, 122.51it/s]
    Epoch 2:  80%|████████  | 26951/33666 [15:51<03:57, 28.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|██        | 1702/8416 [00:13<00:54, 122.51it/s]
    Epoch 2:  80%|████████  | 26952/33666 [15:51<03:56, 28.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|██        | 1703/8416 [00:13<00:54, 122.51it/s]
    Epoch 2:  80%|████████  | 26953/33666 [15:51<03:56, 28.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|██        | 1704/8416 [00:13<00:54, 122.51it/s]
    Epoch 2:  80%|████████  | 26954/33666 [15:51<03:56, 28.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|██        | 1705/8416 [00:13<00:54, 122.52it/s]
    Epoch 2:  80%|████████  | 26955/33666 [15:51<03:56, 28.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|██        | 1706/8416 [00:13<00:54, 122.52it/s]
    Epoch 2:  80%|████████  | 26956/33666 [15:51<03:56, 28.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|██        | 1707/8416 [00:13<00:54, 122.52it/s]
    Epoch 2:  80%|████████  | 26957/33666 [15:51<03:56, 28.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|██        | 1708/8416 [00:13<00:54, 122.53it/s]
    Epoch 2:  80%|████████  | 26958/33666 [15:51<03:56, 28.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|██        | 1709/8416 [00:13<00:54, 122.53it/s]
    Epoch 2:  80%|████████  | 26959/33666 [15:51<03:56, 28.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|██        | 1710/8416 [00:13<00:54, 122.53it/s]
    Epoch 2:  80%|████████  | 26960/33666 [15:51<03:56, 28.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|██        | 1711/8416 [00:13<00:54, 122.54it/s]
    Epoch 2:  80%|████████  | 26961/33666 [15:51<03:56, 28.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|██        | 1712/8416 [00:13<00:54, 122.54it/s]
    Epoch 2:  80%|████████  | 26962/33666 [15:51<03:56, 28.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|██        | 1713/8416 [00:13<00:54, 122.54it/s]
    Epoch 2:  80%|████████  | 26963/33666 [15:51<03:56, 28.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|██        | 1714/8416 [00:13<00:54, 122.54it/s]
    Epoch 2:  80%|████████  | 26964/33666 [15:51<03:56, 28.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|██        | 1715/8416 [00:13<00:54, 122.55it/s]
    Epoch 2:  80%|████████  | 26965/33666 [15:51<03:56, 28.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|██        | 1716/8416 [00:14<00:54, 122.55it/s]
    Epoch 2:  80%|████████  | 26966/33666 [15:51<03:56, 28.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|██        | 1717/8416 [00:14<00:54, 122.55it/s]
    Epoch 2:  80%|████████  | 26967/33666 [15:51<03:56, 28.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|██        | 1718/8416 [00:14<00:54, 122.56it/s]
    Epoch 2:  80%|████████  | 26968/33666 [15:51<03:56, 28.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|██        | 1719/8416 [00:14<00:54, 122.56it/s]
    Epoch 2:  80%|████████  | 26969/33666 [15:51<03:56, 28.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|██        | 1720/8416 [00:14<00:54, 122.56it/s]
    Epoch 2:  80%|████████  | 26970/33666 [15:51<03:56, 28.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|██        | 1721/8416 [00:14<00:54, 122.57it/s]
    Epoch 2:  80%|████████  | 26971/33666 [15:51<03:56, 28.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|██        | 1722/8416 [00:14<00:54, 122.57it/s]
    Epoch 2:  80%|████████  | 26972/33666 [15:51<03:56, 28.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|██        | 1723/8416 [00:14<00:54, 122.57it/s]
    Epoch 2:  80%|████████  | 26973/33666 [15:51<03:56, 28.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|██        | 1724/8416 [00:14<00:54, 122.57it/s]
    Epoch 2:  80%|████████  | 26974/33666 [15:51<03:56, 28.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  20%|██        | 1725/8416 [00:14<00:54, 122.58it/s]
    Epoch 2:  80%|████████  | 26975/33666 [15:51<03:56, 28.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1726/8416 [00:14<00:54, 122.58it/s]
    Epoch 2:  80%|████████  | 26976/33666 [15:51<03:55, 28.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1727/8416 [00:14<00:54, 122.58it/s]
    Epoch 2:  80%|████████  | 26977/33666 [15:51<03:55, 28.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1728/8416 [00:14<00:54, 122.59it/s]
    Epoch 2:  80%|████████  | 26978/33666 [15:51<03:55, 28.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1729/8416 [00:14<00:54, 122.59it/s]
    Epoch 2:  80%|████████  | 26979/33666 [15:51<03:55, 28.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1730/8416 [00:14<00:54, 122.58it/s]
    Epoch 2:  80%|████████  | 26980/33666 [15:51<03:55, 28.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1731/8416 [00:14<00:54, 122.59it/s]
    Epoch 2:  80%|████████  | 26981/33666 [15:51<03:55, 28.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1732/8416 [00:14<00:54, 122.59it/s]
    Epoch 2:  80%|████████  | 26982/33666 [15:51<03:55, 28.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1733/8416 [00:14<00:54, 122.59it/s]
    Epoch 2:  80%|████████  | 26983/33666 [15:51<03:55, 28.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1734/8416 [00:14<00:54, 122.58it/s]
    Epoch 2:  80%|████████  | 26984/33666 [15:51<03:55, 28.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1735/8416 [00:14<00:54, 122.58it/s]
    Epoch 2:  80%|████████  | 26985/33666 [15:51<03:55, 28.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1736/8416 [00:14<00:54, 122.58it/s]
    Epoch 2:  80%|████████  | 26986/33666 [15:51<03:55, 28.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1737/8416 [00:14<00:54, 122.59it/s]
    Epoch 2:  80%|████████  | 26987/33666 [15:51<03:55, 28.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1738/8416 [00:14<00:54, 122.59it/s]
    Epoch 2:  80%|████████  | 26988/33666 [15:51<03:55, 28.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1739/8416 [00:14<00:54, 122.59it/s]
    Epoch 2:  80%|████████  | 26989/33666 [15:51<03:55, 28.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1740/8416 [00:14<00:54, 122.59it/s]
    Epoch 2:  80%|████████  | 26990/33666 [15:51<03:55, 28.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1741/8416 [00:14<00:54, 122.60it/s]
    Epoch 2:  80%|████████  | 26991/33666 [15:51<03:55, 28.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1742/8416 [00:14<00:54, 122.60it/s]
    Epoch 2:  80%|████████  | 26992/33666 [15:51<03:55, 28.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1743/8416 [00:14<00:54, 122.60it/s]
    Epoch 2:  80%|████████  | 26993/33666 [15:51<03:55, 28.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1744/8416 [00:14<00:54, 122.61it/s]
    Epoch 2:  80%|████████  | 26994/33666 [15:51<03:55, 28.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1745/8416 [00:14<00:54, 122.61it/s]
    Epoch 2:  80%|████████  | 26995/33666 [15:51<03:55, 28.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1746/8416 [00:14<00:54, 122.59it/s]
    Epoch 2:  80%|████████  | 26996/33666 [15:51<03:55, 28.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1747/8416 [00:14<00:54, 122.59it/s]
    Epoch 2:  80%|████████  | 26997/33666 [15:51<03:55, 28.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1748/8416 [00:14<00:54, 122.59it/s]
    Epoch 2:  80%|████████  | 26998/33666 [15:51<03:55, 28.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1749/8416 [00:14<00:54, 122.59it/s]
    Epoch 2:  80%|████████  | 26999/33666 [15:51<03:55, 28.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1750/8416 [00:14<00:54, 122.60it/s]
    Epoch 2:  80%|████████  | 27000/33666 [15:51<03:54, 28.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1751/8416 [00:14<00:54, 122.60it/s]
    Epoch 2:  80%|████████  | 27001/33666 [15:51<03:54, 28.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1752/8416 [00:14<00:54, 122.60it/s]
    Epoch 2:  80%|████████  | 27002/33666 [15:51<03:54, 28.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1753/8416 [00:14<00:54, 122.61it/s]
    Epoch 2:  80%|████████  | 27003/33666 [15:51<03:54, 28.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1754/8416 [00:14<00:54, 122.61it/s]
    Epoch 2:  80%|████████  | 27004/33666 [15:51<03:54, 28.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1755/8416 [00:14<00:54, 122.61it/s]
    Epoch 2:  80%|████████  | 27005/33666 [15:51<03:54, 28.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1756/8416 [00:14<00:54, 122.62it/s]
    Epoch 2:  80%|████████  | 27006/33666 [15:51<03:54, 28.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1757/8416 [00:14<00:54, 122.62it/s]
    Epoch 2:  80%|████████  | 27007/33666 [15:51<03:54, 28.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1758/8416 [00:14<00:54, 122.62it/s]
    Epoch 2:  80%|████████  | 27008/33666 [15:51<03:54, 28.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1759/8416 [00:14<00:54, 122.62it/s]
    Epoch 2:  80%|████████  | 27009/33666 [15:51<03:54, 28.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1760/8416 [00:14<00:54, 122.63it/s]
    Epoch 2:  80%|████████  | 27010/33666 [15:51<03:54, 28.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1761/8416 [00:14<00:54, 122.63it/s]
    Epoch 2:  80%|████████  | 27011/33666 [15:51<03:54, 28.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1762/8416 [00:14<00:54, 122.63it/s]
    Epoch 2:  80%|████████  | 27012/33666 [15:51<03:54, 28.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1763/8416 [00:14<00:54, 122.64it/s]
    Epoch 2:  80%|████████  | 27013/33666 [15:51<03:54, 28.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1764/8416 [00:14<00:54, 122.64it/s]
    Epoch 2:  80%|████████  | 27014/33666 [15:51<03:54, 28.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1765/8416 [00:14<00:54, 122.64it/s]
    Epoch 2:  80%|████████  | 27015/33666 [15:51<03:54, 28.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1766/8416 [00:14<00:54, 122.65it/s]
    Epoch 2:  80%|████████  | 27016/33666 [15:51<03:54, 28.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1767/8416 [00:14<00:54, 122.65it/s]
    Epoch 2:  80%|████████  | 27017/33666 [15:51<03:54, 28.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1768/8416 [00:14<00:54, 122.65it/s]
    Epoch 2:  80%|████████  | 27018/33666 [15:51<03:54, 28.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1769/8416 [00:14<00:54, 122.66it/s]
    Epoch 2:  80%|████████  | 27019/33666 [15:51<03:54, 28.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1770/8416 [00:14<00:54, 122.66it/s]
    Epoch 2:  80%|████████  | 27020/33666 [15:51<03:54, 28.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1771/8416 [00:14<00:54, 122.66it/s]
    Epoch 2:  80%|████████  | 27021/33666 [15:51<03:54, 28.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1772/8416 [00:14<00:54, 122.67it/s]
    Epoch 2:  80%|████████  | 27022/33666 [15:51<03:54, 28.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1773/8416 [00:14<00:54, 122.67it/s]
    Epoch 2:  80%|████████  | 27023/33666 [15:51<03:54, 28.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1774/8416 [00:14<00:54, 122.67it/s]
    Epoch 2:  80%|████████  | 27024/33666 [15:51<03:53, 28.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1775/8416 [00:14<00:54, 122.67it/s]
    Epoch 2:  80%|████████  | 27025/33666 [15:51<03:53, 28.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1776/8416 [00:14<00:54, 122.68it/s]
    Epoch 2:  80%|████████  | 27026/33666 [15:51<03:53, 28.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1777/8416 [00:14<00:54, 122.68it/s]
    Epoch 2:  80%|████████  | 27027/33666 [15:51<03:53, 28.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1778/8416 [00:14<00:54, 122.68it/s]
    Epoch 2:  80%|████████  | 27028/33666 [15:51<03:53, 28.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1779/8416 [00:14<00:54, 122.69it/s]
    Epoch 2:  80%|████████  | 27029/33666 [15:51<03:53, 28.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1780/8416 [00:14<00:54, 122.69it/s]
    Epoch 2:  80%|████████  | 27030/33666 [15:51<03:53, 28.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1781/8416 [00:14<00:54, 122.69it/s]
    Epoch 2:  80%|████████  | 27031/33666 [15:51<03:53, 28.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1782/8416 [00:14<00:54, 122.69it/s]
    Epoch 2:  80%|████████  | 27032/33666 [15:51<03:53, 28.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1783/8416 [00:14<00:54, 122.70it/s]
    Epoch 2:  80%|████████  | 27033/33666 [15:51<03:53, 28.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1784/8416 [00:14<00:54, 122.70it/s]
    Epoch 2:  80%|████████  | 27034/33666 [15:51<03:53, 28.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1785/8416 [00:14<00:54, 122.70it/s]
    Epoch 2:  80%|████████  | 27035/33666 [15:51<03:53, 28.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1786/8416 [00:14<00:54, 122.71it/s]
    Epoch 2:  80%|████████  | 27036/33666 [15:51<03:53, 28.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1787/8416 [00:14<00:54, 122.71it/s]
    Epoch 2:  80%|████████  | 27037/33666 [15:52<03:53, 28.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██        | 1788/8416 [00:14<00:54, 122.71it/s]
    Epoch 2:  80%|████████  | 27038/33666 [15:52<03:53, 28.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1789/8416 [00:14<00:54, 122.71it/s]
    Epoch 2:  80%|████████  | 27039/33666 [15:52<03:53, 28.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1790/8416 [00:14<00:53, 122.72it/s]
    Epoch 2:  80%|████████  | 27040/33666 [15:52<03:53, 28.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1791/8416 [00:14<00:53, 122.72it/s]
    Epoch 2:  80%|████████  | 27041/33666 [15:52<03:53, 28.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1792/8416 [00:14<00:53, 122.72it/s]
    Epoch 2:  80%|████████  | 27042/33666 [15:52<03:53, 28.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1793/8416 [00:14<00:53, 122.73it/s]
    Epoch 2:  80%|████████  | 27043/33666 [15:52<03:53, 28.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1794/8416 [00:14<00:53, 122.72it/s]
    Epoch 2:  80%|████████  | 27044/33666 [15:52<03:53, 28.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1795/8416 [00:14<00:53, 122.72it/s]
    Epoch 2:  80%|████████  | 27045/33666 [15:52<03:53, 28.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1796/8416 [00:14<00:53, 122.73it/s]
    Epoch 2:  80%|████████  | 27046/33666 [15:52<03:53, 28.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1797/8416 [00:14<00:53, 122.73it/s]
    Epoch 2:  80%|████████  | 27047/33666 [15:52<03:52, 28.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1798/8416 [00:14<00:53, 122.73it/s]
    Epoch 2:  80%|████████  | 27048/33666 [15:52<03:52, 28.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1799/8416 [00:14<00:53, 122.74it/s]
    Epoch 2:  80%|████████  | 27049/33666 [15:52<03:52, 28.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1800/8416 [00:14<00:53, 122.74it/s]
    Epoch 2:  80%|████████  | 27050/33666 [15:52<03:52, 28.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1801/8416 [00:14<00:53, 122.74it/s]
    Epoch 2:  80%|████████  | 27051/33666 [15:52<03:52, 28.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1802/8416 [00:14<00:53, 122.75it/s]
    Epoch 2:  80%|████████  | 27052/33666 [15:52<03:52, 28.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1803/8416 [00:14<00:53, 122.75it/s]
    Epoch 2:  80%|████████  | 27053/33666 [15:52<03:52, 28.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1804/8416 [00:14<00:53, 122.75it/s]
    Epoch 2:  80%|████████  | 27054/33666 [15:52<03:52, 28.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1805/8416 [00:14<00:53, 122.76it/s]
    Epoch 2:  80%|████████  | 27055/33666 [15:52<03:52, 28.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1806/8416 [00:14<00:53, 122.76it/s]
    Epoch 2:  80%|████████  | 27056/33666 [15:52<03:52, 28.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1807/8416 [00:14<00:53, 122.76it/s]
    Epoch 2:  80%|████████  | 27057/33666 [15:52<03:52, 28.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1808/8416 [00:14<00:53, 122.77it/s]
    Epoch 2:  80%|████████  | 27058/33666 [15:52<03:52, 28.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1809/8416 [00:14<00:53, 122.77it/s]
    Epoch 2:  80%|████████  | 27059/33666 [15:52<03:52, 28.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1810/8416 [00:14<00:53, 122.77it/s]
    Epoch 2:  80%|████████  | 27060/33666 [15:52<03:52, 28.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1811/8416 [00:14<00:53, 122.77it/s]
    Epoch 2:  80%|████████  | 27061/33666 [15:52<03:52, 28.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1812/8416 [00:14<00:53, 122.78it/s]
    Epoch 2:  80%|████████  | 27062/33666 [15:52<03:52, 28.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1813/8416 [00:14<00:53, 122.78it/s]
    Epoch 2:  80%|████████  | 27063/33666 [15:52<03:52, 28.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1814/8416 [00:14<00:53, 122.78it/s]
    Epoch 2:  80%|████████  | 27064/33666 [15:52<03:52, 28.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1815/8416 [00:14<00:53, 122.78it/s]
    Epoch 2:  80%|████████  | 27065/33666 [15:52<03:52, 28.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1816/8416 [00:14<00:53, 122.79it/s]
    Epoch 2:  80%|████████  | 27066/33666 [15:52<03:52, 28.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1817/8416 [00:14<00:53, 122.79it/s]
    Epoch 2:  80%|████████  | 27067/33666 [15:52<03:52, 28.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1818/8416 [00:14<00:53, 122.79it/s]
    Epoch 2:  80%|████████  | 27068/33666 [15:52<03:52, 28.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1819/8416 [00:14<00:53, 122.79it/s]
    Epoch 2:  80%|████████  | 27069/33666 [15:52<03:52, 28.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1820/8416 [00:14<00:53, 122.79it/s]
    Epoch 2:  80%|████████  | 27070/33666 [15:52<03:52, 28.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1821/8416 [00:14<00:53, 122.79it/s]
    Epoch 2:  80%|████████  | 27071/33666 [15:52<03:51, 28.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1822/8416 [00:14<00:53, 122.79it/s]
    Epoch 2:  80%|████████  | 27072/33666 [15:52<03:51, 28.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1823/8416 [00:14<00:53, 122.80it/s]
    Epoch 2:  80%|████████  | 27073/33666 [15:52<03:51, 28.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1824/8416 [00:14<00:53, 122.80it/s]
    Epoch 2:  80%|████████  | 27074/33666 [15:52<03:51, 28.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1825/8416 [00:14<00:53, 122.80it/s]
    Epoch 2:  80%|████████  | 27075/33666 [15:52<03:51, 28.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1826/8416 [00:14<00:53, 122.80it/s]
    Epoch 2:  80%|████████  | 27076/33666 [15:52<03:51, 28.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1827/8416 [00:14<00:53, 122.81it/s]
    Epoch 2:  80%|████████  | 27077/33666 [15:52<03:51, 28.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1828/8416 [00:14<00:53, 122.81it/s]
    Epoch 2:  80%|████████  | 27078/33666 [15:52<03:51, 28.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1829/8416 [00:14<00:53, 122.81it/s]
    Epoch 2:  80%|████████  | 27079/33666 [15:52<03:51, 28.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1830/8416 [00:14<00:53, 122.81it/s]
    Epoch 2:  80%|████████  | 27080/33666 [15:52<03:51, 28.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1831/8416 [00:14<00:53, 122.81it/s]
    Epoch 2:  80%|████████  | 27081/33666 [15:52<03:51, 28.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1832/8416 [00:14<00:53, 122.80it/s]
    Epoch 2:  80%|████████  | 27082/33666 [15:52<03:51, 28.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1833/8416 [00:14<00:53, 122.80it/s]
    Epoch 2:  80%|████████  | 27083/33666 [15:52<03:51, 28.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1834/8416 [00:14<00:53, 122.80it/s]
    Epoch 2:  80%|████████  | 27084/33666 [15:52<03:51, 28.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1835/8416 [00:14<00:53, 122.80it/s]
    Epoch 2:  80%|████████  | 27085/33666 [15:52<03:51, 28.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1836/8416 [00:14<00:53, 122.81it/s]
    Epoch 2:  80%|████████  | 27086/33666 [15:52<03:51, 28.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1837/8416 [00:14<00:53, 122.81it/s]
    Epoch 2:  80%|████████  | 27087/33666 [15:52<03:51, 28.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1838/8416 [00:14<00:53, 122.81it/s]
    Epoch 2:  80%|████████  | 27088/33666 [15:52<03:51, 28.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1839/8416 [00:14<00:53, 122.82it/s]
    Epoch 2:  80%|████████  | 27089/33666 [15:52<03:51, 28.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1840/8416 [00:14<00:53, 122.82it/s]
    Epoch 2:  80%|████████  | 27090/33666 [15:52<03:51, 28.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1841/8416 [00:14<00:53, 122.82it/s]
    Epoch 2:  80%|████████  | 27091/33666 [15:52<03:51, 28.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1842/8416 [00:14<00:53, 122.82it/s]
    Epoch 2:  80%|████████  | 27092/33666 [15:52<03:51, 28.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1843/8416 [00:15<00:53, 122.83it/s]
    Epoch 2:  80%|████████  | 27093/33666 [15:52<03:51, 28.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1844/8416 [00:15<00:53, 122.83it/s]
    Epoch 2:  80%|████████  | 27094/33666 [15:52<03:51, 28.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1845/8416 [00:15<00:53, 122.83it/s]
    Epoch 2:  80%|████████  | 27095/33666 [15:52<03:50, 28.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1846/8416 [00:15<00:53, 122.83it/s]
    Epoch 2:  80%|████████  | 27096/33666 [15:52<03:50, 28.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1847/8416 [00:15<00:53, 122.84it/s]
    Epoch 2:  80%|████████  | 27097/33666 [15:52<03:50, 28.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1848/8416 [00:15<00:53, 122.84it/s]
    Epoch 2:  80%|████████  | 27098/33666 [15:52<03:50, 28.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1849/8416 [00:15<00:53, 122.84it/s]
    Epoch 2:  80%|████████  | 27099/33666 [15:52<03:50, 28.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1850/8416 [00:15<00:53, 122.85it/s]
    Epoch 2:  80%|████████  | 27100/33666 [15:52<03:50, 28.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1851/8416 [00:15<00:53, 122.85it/s]
    Epoch 2:  80%|████████  | 27101/33666 [15:52<03:50, 28.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1852/8416 [00:15<00:53, 122.85it/s]
    Epoch 2:  81%|████████  | 27102/33666 [15:52<03:50, 28.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1853/8416 [00:15<00:53, 122.85it/s]
    Epoch 2:  81%|████████  | 27103/33666 [15:52<03:50, 28.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1854/8416 [00:15<00:53, 122.86it/s]
    Epoch 2:  81%|████████  | 27104/33666 [15:52<03:50, 28.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1855/8416 [00:15<00:53, 122.86it/s]
    Epoch 2:  81%|████████  | 27105/33666 [15:52<03:50, 28.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1856/8416 [00:15<00:53, 122.86it/s]
    Epoch 2:  81%|████████  | 27106/33666 [15:52<03:50, 28.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1857/8416 [00:15<00:53, 122.87it/s]
    Epoch 2:  81%|████████  | 27107/33666 [15:52<03:50, 28.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1858/8416 [00:15<00:53, 122.86it/s]
    Epoch 2:  81%|████████  | 27108/33666 [15:52<03:50, 28.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1859/8416 [00:15<00:53, 122.86it/s]
    Epoch 2:  81%|████████  | 27109/33666 [15:52<03:50, 28.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1860/8416 [00:15<00:53, 122.87it/s]
    Epoch 2:  81%|████████  | 27110/33666 [15:52<03:50, 28.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1861/8416 [00:15<00:53, 122.87it/s]
    Epoch 2:  81%|████████  | 27111/33666 [15:52<03:50, 28.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1862/8416 [00:15<00:53, 122.87it/s]
    Epoch 2:  81%|████████  | 27112/33666 [15:52<03:50, 28.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1863/8416 [00:15<00:53, 122.88it/s]
    Epoch 2:  81%|████████  | 27113/33666 [15:52<03:50, 28.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1864/8416 [00:15<00:53, 122.88it/s]
    Epoch 2:  81%|████████  | 27114/33666 [15:52<03:50, 28.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1865/8416 [00:15<00:53, 122.88it/s]
    Epoch 2:  81%|████████  | 27115/33666 [15:52<03:50, 28.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1866/8416 [00:15<00:53, 122.89it/s]
    Epoch 2:  81%|████████  | 27116/33666 [15:52<03:50, 28.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1867/8416 [00:15<00:53, 122.89it/s]
    Epoch 2:  81%|████████  | 27117/33666 [15:52<03:50, 28.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1868/8416 [00:15<00:53, 122.89it/s]
    Epoch 2:  81%|████████  | 27118/33666 [15:52<03:50, 28.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1869/8416 [00:15<00:53, 122.90it/s]
    Epoch 2:  81%|████████  | 27119/33666 [15:52<03:49, 28.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1870/8416 [00:15<00:53, 122.90it/s]
    Epoch 2:  81%|████████  | 27120/33666 [15:52<03:49, 28.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1871/8416 [00:15<00:53, 122.90it/s]
    Epoch 2:  81%|████████  | 27121/33666 [15:52<03:49, 28.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1872/8416 [00:15<00:53, 122.90it/s]
    Epoch 2:  81%|████████  | 27122/33666 [15:52<03:49, 28.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1873/8416 [00:15<00:53, 122.91it/s]
    Epoch 2:  81%|████████  | 27123/33666 [15:52<03:49, 28.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1874/8416 [00:15<00:53, 122.91it/s]
    Epoch 2:  81%|████████  | 27124/33666 [15:52<03:49, 28.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1875/8416 [00:15<00:53, 122.86it/s]
    Epoch 2:  81%|████████  | 27125/33666 [15:52<03:49, 28.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1876/8416 [00:15<00:53, 122.87it/s]
    Epoch 2:  81%|████████  | 27126/33666 [15:52<03:49, 28.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1877/8416 [00:15<00:53, 122.87it/s]
    Epoch 2:  81%|████████  | 27127/33666 [15:52<03:49, 28.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1878/8416 [00:15<00:53, 122.87it/s]
    Epoch 2:  81%|████████  | 27128/33666 [15:52<03:49, 28.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1879/8416 [00:15<00:53, 122.87it/s]
    Epoch 2:  81%|████████  | 27129/33666 [15:52<03:49, 28.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1880/8416 [00:15<00:53, 122.87it/s]
    Epoch 2:  81%|████████  | 27130/33666 [15:52<03:49, 28.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1881/8416 [00:15<00:53, 122.87it/s]
    Epoch 2:  81%|████████  | 27131/33666 [15:52<03:49, 28.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1882/8416 [00:15<00:53, 122.87it/s]
    Epoch 2:  81%|████████  | 27132/33666 [15:52<03:49, 28.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1883/8416 [00:15<00:53, 122.87it/s]
    Epoch 2:  81%|████████  | 27133/33666 [15:52<03:49, 28.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1884/8416 [00:15<00:53, 122.87it/s]
    Epoch 2:  81%|████████  | 27134/33666 [15:52<03:49, 28.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1885/8416 [00:15<00:53, 122.87it/s]
    Epoch 2:  81%|████████  | 27135/33666 [15:52<03:49, 28.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1886/8416 [00:15<00:53, 122.87it/s]
    Epoch 2:  81%|████████  | 27136/33666 [15:52<03:49, 28.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1887/8416 [00:15<00:53, 122.87it/s]
    Epoch 2:  81%|████████  | 27137/33666 [15:52<03:49, 28.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1888/8416 [00:15<00:53, 122.87it/s]
    Epoch 2:  81%|████████  | 27138/33666 [15:52<03:49, 28.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1889/8416 [00:15<00:53, 122.87it/s]
    Epoch 2:  81%|████████  | 27139/33666 [15:52<03:49, 28.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1890/8416 [00:15<00:53, 122.87it/s]
    Epoch 2:  81%|████████  | 27140/33666 [15:52<03:49, 28.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1891/8416 [00:15<00:53, 122.87it/s]
    Epoch 2:  81%|████████  | 27141/33666 [15:52<03:49, 28.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1892/8416 [00:15<00:53, 122.87it/s]
    Epoch 2:  81%|████████  | 27142/33666 [15:52<03:49, 28.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1893/8416 [00:15<00:53, 122.87it/s]
    Epoch 2:  81%|████████  | 27143/33666 [15:52<03:48, 28.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1894/8416 [00:15<00:53, 122.87it/s]
    Epoch 2:  81%|████████  | 27144/33666 [15:52<03:48, 28.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1895/8416 [00:15<00:53, 122.87it/s]
    Epoch 2:  81%|████████  | 27145/33666 [15:52<03:48, 28.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1896/8416 [00:15<00:53, 122.87it/s]
    Epoch 2:  81%|████████  | 27146/33666 [15:52<03:48, 28.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1897/8416 [00:15<00:53, 122.87it/s]
    Epoch 2:  81%|████████  | 27147/33666 [15:52<03:48, 28.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1898/8416 [00:15<00:53, 122.87it/s]
    Epoch 2:  81%|████████  | 27148/33666 [15:52<03:48, 28.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1899/8416 [00:15<00:53, 122.87it/s]
    Epoch 2:  81%|████████  | 27149/33666 [15:52<03:48, 28.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1900/8416 [00:15<00:53, 122.87it/s]
    Epoch 2:  81%|████████  | 27150/33666 [15:52<03:48, 28.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1901/8416 [00:15<00:53, 122.87it/s]
    Epoch 2:  81%|████████  | 27151/33666 [15:52<03:48, 28.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1902/8416 [00:15<00:53, 122.87it/s]
    Epoch 2:  81%|████████  | 27152/33666 [15:52<03:48, 28.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1903/8416 [00:15<00:53, 122.86it/s]
    Epoch 2:  81%|████████  | 27153/33666 [15:52<03:48, 28.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1904/8416 [00:15<00:53, 122.86it/s]
    Epoch 2:  81%|████████  | 27154/33666 [15:52<03:48, 28.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1905/8416 [00:15<00:52, 122.86it/s]
    Epoch 2:  81%|████████  | 27155/33666 [15:52<03:48, 28.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1906/8416 [00:15<00:52, 122.86it/s]
    Epoch 2:  81%|████████  | 27156/33666 [15:52<03:48, 28.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1907/8416 [00:15<00:52, 122.86it/s]
    Epoch 2:  81%|████████  | 27157/33666 [15:52<03:48, 28.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1908/8416 [00:15<00:52, 122.86it/s]
    Epoch 2:  81%|████████  | 27158/33666 [15:52<03:48, 28.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1909/8416 [00:15<00:52, 122.86it/s]
    Epoch 2:  81%|████████  | 27159/33666 [15:52<03:48, 28.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1910/8416 [00:15<00:52, 122.87it/s]
    Epoch 2:  81%|████████  | 27160/33666 [15:52<03:48, 28.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1911/8416 [00:15<00:52, 122.87it/s]
    Epoch 2:  81%|████████  | 27161/33666 [15:52<03:48, 28.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1912/8416 [00:15<00:52, 122.87it/s]
    Epoch 2:  81%|████████  | 27162/33666 [15:52<03:48, 28.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1913/8416 [00:15<00:52, 122.87it/s]
    Epoch 2:  81%|████████  | 27163/33666 [15:53<03:48, 28.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1914/8416 [00:15<00:52, 122.87it/s]
    Epoch 2:  81%|████████  | 27164/33666 [15:53<03:48, 28.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1915/8416 [00:15<00:52, 122.87it/s]
    Epoch 2:  81%|████████  | 27165/33666 [15:53<03:48, 28.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1916/8416 [00:15<00:52, 122.88it/s]
    Epoch 2:  81%|████████  | 27166/33666 [15:53<03:48, 28.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1917/8416 [00:15<00:52, 122.88it/s]
    Epoch 2:  81%|████████  | 27167/33666 [15:53<03:47, 28.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1918/8416 [00:15<00:52, 122.88it/s]
    Epoch 2:  81%|████████  | 27168/33666 [15:53<03:47, 28.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1919/8416 [00:15<00:52, 122.88it/s]
    Epoch 2:  81%|████████  | 27169/33666 [15:53<03:47, 28.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1920/8416 [00:15<00:52, 122.88it/s]
    Epoch 2:  81%|████████  | 27170/33666 [15:53<03:47, 28.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1921/8416 [00:15<00:52, 122.88it/s]
    Epoch 2:  81%|████████  | 27171/33666 [15:53<03:47, 28.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1922/8416 [00:15<00:52, 122.88it/s]
    Epoch 2:  81%|████████  | 27172/33666 [15:53<03:47, 28.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1923/8416 [00:15<00:52, 122.88it/s]
    Epoch 2:  81%|████████  | 27173/33666 [15:53<03:47, 28.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1924/8416 [00:15<00:52, 122.88it/s]
    Epoch 2:  81%|████████  | 27174/33666 [15:53<03:47, 28.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1925/8416 [00:15<00:52, 122.88it/s]
    Epoch 2:  81%|████████  | 27175/33666 [15:53<03:47, 28.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1926/8416 [00:15<00:52, 122.89it/s]
    Epoch 2:  81%|████████  | 27176/33666 [15:53<03:47, 28.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1927/8416 [00:15<00:52, 122.89it/s]
    Epoch 2:  81%|████████  | 27177/33666 [15:53<03:47, 28.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1928/8416 [00:15<00:52, 122.89it/s]
    Epoch 2:  81%|████████  | 27178/33666 [15:53<03:47, 28.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1929/8416 [00:15<00:52, 122.89it/s]
    Epoch 2:  81%|████████  | 27179/33666 [15:53<03:47, 28.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1930/8416 [00:15<00:52, 122.89it/s]
    Epoch 2:  81%|████████  | 27180/33666 [15:53<03:47, 28.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1931/8416 [00:15<00:52, 122.89it/s]
    Epoch 2:  81%|████████  | 27181/33666 [15:53<03:47, 28.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1932/8416 [00:15<00:52, 122.90it/s]
    Epoch 2:  81%|████████  | 27182/33666 [15:53<03:47, 28.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1933/8416 [00:15<00:52, 122.90it/s]
    Epoch 2:  81%|████████  | 27183/33666 [15:53<03:47, 28.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1934/8416 [00:15<00:52, 122.90it/s]
    Epoch 2:  81%|████████  | 27184/33666 [15:53<03:47, 28.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1935/8416 [00:15<00:52, 122.90it/s]
    Epoch 2:  81%|████████  | 27185/33666 [15:53<03:47, 28.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1936/8416 [00:15<00:52, 122.90it/s]
    Epoch 2:  81%|████████  | 27186/33666 [15:53<03:47, 28.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1937/8416 [00:15<00:52, 122.91it/s]
    Epoch 2:  81%|████████  | 27187/33666 [15:53<03:47, 28.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1938/8416 [00:15<00:52, 122.91it/s]
    Epoch 2:  81%|████████  | 27188/33666 [15:53<03:47, 28.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1939/8416 [00:15<00:52, 122.91it/s]
    Epoch 2:  81%|████████  | 27189/33666 [15:53<03:47, 28.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1940/8416 [00:15<00:52, 122.91it/s]
    Epoch 2:  81%|████████  | 27190/33666 [15:53<03:47, 28.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1941/8416 [00:15<00:52, 122.91it/s]
    Epoch 2:  81%|████████  | 27191/33666 [15:53<03:46, 28.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1942/8416 [00:15<00:52, 122.91it/s]
    Epoch 2:  81%|████████  | 27192/33666 [15:53<03:46, 28.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1943/8416 [00:15<00:52, 122.92it/s]
    Epoch 2:  81%|████████  | 27193/33666 [15:53<03:46, 28.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1944/8416 [00:15<00:52, 122.92it/s]
    Epoch 2:  81%|████████  | 27194/33666 [15:53<03:46, 28.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1945/8416 [00:15<00:52, 122.92it/s]
    Epoch 2:  81%|████████  | 27195/33666 [15:53<03:46, 28.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1946/8416 [00:15<00:52, 122.92it/s]
    Epoch 2:  81%|████████  | 27196/33666 [15:53<03:46, 28.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1947/8416 [00:15<00:52, 122.88it/s]
    Epoch 2:  81%|████████  | 27197/33666 [15:53<03:46, 28.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1948/8416 [00:15<00:52, 122.88it/s]
    Epoch 2:  81%|████████  | 27198/33666 [15:53<03:46, 28.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1949/8416 [00:15<00:52, 122.89it/s]
    Epoch 2:  81%|████████  | 27199/33666 [15:53<03:46, 28.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1950/8416 [00:15<00:52, 122.89it/s]
    Epoch 2:  81%|████████  | 27200/33666 [15:53<03:46, 28.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1951/8416 [00:15<00:52, 122.89it/s]
    Epoch 2:  81%|████████  | 27201/33666 [15:53<03:46, 28.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1952/8416 [00:15<00:52, 122.89it/s]
    Epoch 2:  81%|████████  | 27202/33666 [15:53<03:46, 28.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1953/8416 [00:15<00:52, 122.89it/s]
    Epoch 2:  81%|████████  | 27203/33666 [15:53<03:46, 28.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1954/8416 [00:15<00:52, 122.89it/s]
    Epoch 2:  81%|████████  | 27204/33666 [15:53<03:46, 28.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1955/8416 [00:15<00:52, 122.89it/s]
    Epoch 2:  81%|████████  | 27205/33666 [15:53<03:46, 28.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1956/8416 [00:15<00:52, 122.89it/s]
    Epoch 2:  81%|████████  | 27206/33666 [15:53<03:46, 28.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1957/8416 [00:15<00:52, 122.89it/s]
    Epoch 2:  81%|████████  | 27207/33666 [15:53<03:46, 28.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1958/8416 [00:15<00:52, 122.90it/s]
    Epoch 2:  81%|████████  | 27208/33666 [15:53<03:46, 28.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1959/8416 [00:15<00:52, 122.90it/s]
    Epoch 2:  81%|████████  | 27209/33666 [15:53<03:46, 28.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1960/8416 [00:15<00:52, 122.90it/s]
    Epoch 2:  81%|████████  | 27210/33666 [15:53<03:46, 28.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1961/8416 [00:15<00:52, 122.90it/s]
    Epoch 2:  81%|████████  | 27211/33666 [15:53<03:46, 28.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1962/8416 [00:15<00:52, 122.90it/s]
    Epoch 2:  81%|████████  | 27212/33666 [15:53<03:46, 28.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1963/8416 [00:15<00:52, 122.90it/s]
    Epoch 2:  81%|████████  | 27213/33666 [15:53<03:46, 28.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1964/8416 [00:15<00:52, 122.90it/s]
    Epoch 2:  81%|████████  | 27214/33666 [15:53<03:46, 28.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1965/8416 [00:15<00:52, 122.90it/s]
    Epoch 2:  81%|████████  | 27215/33666 [15:53<03:45, 28.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1966/8416 [00:15<00:52, 122.90it/s]
    Epoch 2:  81%|████████  | 27216/33666 [15:53<03:45, 28.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1967/8416 [00:16<00:52, 122.90it/s]
    Epoch 2:  81%|████████  | 27217/33666 [15:53<03:45, 28.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1968/8416 [00:16<00:52, 122.90it/s]
    Epoch 2:  81%|████████  | 27218/33666 [15:53<03:45, 28.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1969/8416 [00:16<00:52, 122.90it/s]
    Epoch 2:  81%|████████  | 27219/33666 [15:53<03:45, 28.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1970/8416 [00:16<00:52, 122.90it/s]
    Epoch 2:  81%|████████  | 27220/33666 [15:53<03:45, 28.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1971/8416 [00:16<00:52, 122.90it/s]
    Epoch 2:  81%|████████  | 27221/33666 [15:53<03:45, 28.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1972/8416 [00:16<00:52, 122.90it/s]
    Epoch 2:  81%|████████  | 27222/33666 [15:53<03:45, 28.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1973/8416 [00:16<00:52, 122.90it/s]
    Epoch 2:  81%|████████  | 27223/33666 [15:53<03:45, 28.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1974/8416 [00:16<00:52, 122.90it/s]
    Epoch 2:  81%|████████  | 27224/33666 [15:53<03:45, 28.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1975/8416 [00:16<00:52, 122.90it/s]
    Epoch 2:  81%|████████  | 27225/33666 [15:53<03:45, 28.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1976/8416 [00:16<00:52, 122.90it/s]
    Epoch 2:  81%|████████  | 27226/33666 [15:53<03:45, 28.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1977/8416 [00:16<00:52, 122.90it/s]
    Epoch 2:  81%|████████  | 27227/33666 [15:53<03:45, 28.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1978/8416 [00:16<00:52, 122.90it/s]
    Epoch 2:  81%|████████  | 27228/33666 [15:53<03:45, 28.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1979/8416 [00:16<00:52, 122.90it/s]
    Epoch 2:  81%|████████  | 27229/33666 [15:53<03:45, 28.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1980/8416 [00:16<00:52, 122.90it/s]
    Epoch 2:  81%|████████  | 27230/33666 [15:53<03:45, 28.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1981/8416 [00:16<00:52, 122.91it/s]
    Epoch 2:  81%|████████  | 27231/33666 [15:53<03:45, 28.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1982/8416 [00:16<00:52, 122.91it/s]
    Epoch 2:  81%|████████  | 27232/33666 [15:53<03:45, 28.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1983/8416 [00:16<00:52, 122.91it/s]
    Epoch 2:  81%|████████  | 27233/33666 [15:53<03:45, 28.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1984/8416 [00:16<00:52, 122.91it/s]
    Epoch 2:  81%|████████  | 27234/33666 [15:53<03:45, 28.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1985/8416 [00:16<00:52, 122.91it/s]
    Epoch 2:  81%|████████  | 27235/33666 [15:53<03:45, 28.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1986/8416 [00:16<00:52, 122.91it/s]
    Epoch 2:  81%|████████  | 27236/33666 [15:53<03:45, 28.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1987/8416 [00:16<00:52, 122.91it/s]
    Epoch 2:  81%|████████  | 27237/33666 [15:53<03:45, 28.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1988/8416 [00:16<00:52, 122.91it/s]
    Epoch 2:  81%|████████  | 27238/33666 [15:53<03:45, 28.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1989/8416 [00:16<00:52, 122.91it/s]
    Epoch 2:  81%|████████  | 27239/33666 [15:53<03:45, 28.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1990/8416 [00:16<00:52, 122.91it/s]
    Epoch 2:  81%|████████  | 27240/33666 [15:53<03:44, 28.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1991/8416 [00:16<00:52, 122.91it/s]
    Epoch 2:  81%|████████  | 27241/33666 [15:53<03:44, 28.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1992/8416 [00:16<00:52, 122.91it/s]
    Epoch 2:  81%|████████  | 27242/33666 [15:53<03:44, 28.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1993/8416 [00:16<00:52, 122.91it/s]
    Epoch 2:  81%|████████  | 27243/33666 [15:53<03:44, 28.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1994/8416 [00:16<00:52, 122.91it/s]
    Epoch 2:  81%|████████  | 27244/33666 [15:53<03:44, 28.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1995/8416 [00:16<00:52, 122.92it/s]
    Epoch 2:  81%|████████  | 27245/33666 [15:53<03:44, 28.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1996/8416 [00:16<00:52, 122.92it/s]
    Epoch 2:  81%|████████  | 27246/33666 [15:53<03:44, 28.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1997/8416 [00:16<00:52, 122.92it/s]
    Epoch 2:  81%|████████  | 27247/33666 [15:53<03:44, 28.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1998/8416 [00:16<00:52, 122.92it/s]
    Epoch 2:  81%|████████  | 27248/33666 [15:53<03:44, 28.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 1999/8416 [00:16<00:52, 122.92it/s]
    Epoch 2:  81%|████████  | 27249/33666 [15:53<03:44, 28.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2000/8416 [00:16<00:52, 122.92it/s]
    Epoch 2:  81%|████████  | 27250/33666 [15:53<03:44, 28.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2001/8416 [00:16<00:52, 122.92it/s]
    Epoch 2:  81%|████████  | 27251/33666 [15:53<03:44, 28.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2002/8416 [00:16<00:52, 122.92it/s]
    Epoch 2:  81%|████████  | 27252/33666 [15:53<03:44, 28.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2003/8416 [00:16<00:52, 122.93it/s]
    Epoch 2:  81%|████████  | 27253/33666 [15:53<03:44, 28.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2004/8416 [00:16<00:52, 122.93it/s]
    Epoch 2:  81%|████████  | 27254/33666 [15:53<03:44, 28.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2005/8416 [00:16<00:52, 122.93it/s]
    Epoch 2:  81%|████████  | 27255/33666 [15:53<03:44, 28.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2006/8416 [00:16<00:52, 122.93it/s]
    Epoch 2:  81%|████████  | 27256/33666 [15:53<03:44, 28.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2007/8416 [00:16<00:52, 122.93it/s]
    Epoch 2:  81%|████████  | 27257/33666 [15:53<03:44, 28.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2008/8416 [00:16<00:52, 122.93it/s]
    Epoch 2:  81%|████████  | 27258/33666 [15:53<03:44, 28.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2009/8416 [00:16<00:52, 122.94it/s]
    Epoch 2:  81%|████████  | 27259/33666 [15:53<03:44, 28.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2010/8416 [00:16<00:52, 122.94it/s]
    Epoch 2:  81%|████████  | 27260/33666 [15:53<03:44, 28.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2011/8416 [00:16<00:52, 122.94it/s]
    Epoch 2:  81%|████████  | 27261/33666 [15:53<03:44, 28.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2012/8416 [00:16<00:52, 122.94it/s]
    Epoch 2:  81%|████████  | 27262/33666 [15:53<03:44, 28.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2013/8416 [00:16<00:52, 122.94it/s]
    Epoch 2:  81%|████████  | 27263/33666 [15:53<03:44, 28.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2014/8416 [00:16<00:52, 122.94it/s]
    Epoch 2:  81%|████████  | 27264/33666 [15:53<03:43, 28.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2015/8416 [00:16<00:52, 122.94it/s]
    Epoch 2:  81%|████████  | 27265/33666 [15:53<03:43, 28.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2016/8416 [00:16<00:52, 122.95it/s]
    Epoch 2:  81%|████████  | 27266/33666 [15:53<03:43, 28.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2017/8416 [00:16<00:52, 122.95it/s]
    Epoch 2:  81%|████████  | 27267/33666 [15:53<03:43, 28.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2018/8416 [00:16<00:52, 122.95it/s]
    Epoch 2:  81%|████████  | 27268/33666 [15:53<03:43, 28.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2019/8416 [00:16<00:52, 122.95it/s]
    Epoch 2:  81%|████████  | 27269/33666 [15:53<03:43, 28.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2020/8416 [00:16<00:52, 122.95it/s]
    Epoch 2:  81%|████████  | 27270/33666 [15:53<03:43, 28.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2021/8416 [00:16<00:52, 122.94it/s]
    Epoch 2:  81%|████████  | 27271/33666 [15:53<03:43, 28.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2022/8416 [00:16<00:52, 122.94it/s]
    Epoch 2:  81%|████████  | 27272/33666 [15:53<03:43, 28.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2023/8416 [00:16<00:52, 122.94it/s]
    Epoch 2:  81%|████████  | 27273/33666 [15:53<03:43, 28.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2024/8416 [00:16<00:51, 122.94it/s]
    Epoch 2:  81%|████████  | 27274/33666 [15:53<03:43, 28.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2025/8416 [00:16<00:51, 122.94it/s]
    Epoch 2:  81%|████████  | 27275/33666 [15:53<03:43, 28.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2026/8416 [00:16<00:51, 122.94it/s]
    Epoch 2:  81%|████████  | 27276/33666 [15:53<03:43, 28.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2027/8416 [00:16<00:51, 122.95it/s]
    Epoch 2:  81%|████████  | 27277/33666 [15:53<03:43, 28.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2028/8416 [00:16<00:51, 122.95it/s]
    Epoch 2:  81%|████████  | 27278/33666 [15:53<03:43, 28.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2029/8416 [00:16<00:51, 122.95it/s]
    Epoch 2:  81%|████████  | 27279/33666 [15:53<03:43, 28.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2030/8416 [00:16<00:51, 122.96it/s]
    Epoch 2:  81%|████████  | 27280/33666 [15:53<03:43, 28.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2031/8416 [00:16<00:51, 122.96it/s]
    Epoch 2:  81%|████████  | 27281/33666 [15:53<03:43, 28.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2032/8416 [00:16<00:51, 122.96it/s]
    Epoch 2:  81%|████████  | 27282/33666 [15:53<03:43, 28.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2033/8416 [00:16<00:51, 122.96it/s]
    Epoch 2:  81%|████████  | 27283/33666 [15:53<03:43, 28.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2034/8416 [00:16<00:51, 122.96it/s]
    Epoch 2:  81%|████████  | 27284/33666 [15:53<03:43, 28.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2035/8416 [00:16<00:51, 122.97it/s]
    Epoch 2:  81%|████████  | 27285/33666 [15:53<03:43, 28.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2036/8416 [00:16<00:51, 122.97it/s]
    Epoch 2:  81%|████████  | 27286/33666 [15:53<03:43, 28.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2037/8416 [00:16<00:51, 122.97it/s]
    Epoch 2:  81%|████████  | 27287/33666 [15:54<03:43, 28.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2038/8416 [00:16<00:51, 122.97it/s]
    Epoch 2:  81%|████████  | 27288/33666 [15:54<03:42, 28.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2039/8416 [00:16<00:51, 122.98it/s]
    Epoch 2:  81%|████████  | 27289/33666 [15:54<03:42, 28.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2040/8416 [00:16<00:51, 122.98it/s]
    Epoch 2:  81%|████████  | 27290/33666 [15:54<03:42, 28.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2041/8416 [00:16<00:51, 122.98it/s]
    Epoch 2:  81%|████████  | 27291/33666 [15:54<03:42, 28.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2042/8416 [00:16<00:51, 122.98it/s]
    Epoch 2:  81%|████████  | 27292/33666 [15:54<03:42, 28.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2043/8416 [00:16<00:51, 122.99it/s]
    Epoch 2:  81%|████████  | 27293/33666 [15:54<03:42, 28.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2044/8416 [00:16<00:51, 122.99it/s]
    Epoch 2:  81%|████████  | 27294/33666 [15:54<03:42, 28.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2045/8416 [00:16<00:51, 122.99it/s]
    Epoch 2:  81%|████████  | 27295/33666 [15:54<03:42, 28.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2046/8416 [00:16<00:51, 122.99it/s]
    Epoch 2:  81%|████████  | 27296/33666 [15:54<03:42, 28.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2047/8416 [00:16<00:51, 123.00it/s]
    Epoch 2:  81%|████████  | 27297/33666 [15:54<03:42, 28.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2048/8416 [00:16<00:51, 123.00it/s]
    Epoch 2:  81%|████████  | 27298/33666 [15:54<03:42, 28.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2049/8416 [00:16<00:51, 123.00it/s]
    Epoch 2:  81%|████████  | 27299/33666 [15:54<03:42, 28.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2050/8416 [00:16<00:51, 123.00it/s]
    Epoch 2:  81%|████████  | 27300/33666 [15:54<03:42, 28.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2051/8416 [00:16<00:51, 123.00it/s]
    Epoch 2:  81%|████████  | 27301/33666 [15:54<03:42, 28.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2052/8416 [00:16<00:51, 123.00it/s]
    Epoch 2:  81%|████████  | 27302/33666 [15:54<03:42, 28.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2053/8416 [00:16<00:51, 123.00it/s]
    Epoch 2:  81%|████████  | 27303/33666 [15:54<03:42, 28.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2054/8416 [00:16<00:51, 123.01it/s]
    Epoch 2:  81%|████████  | 27304/33666 [15:54<03:42, 28.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2055/8416 [00:16<00:51, 123.01it/s]
    Epoch 2:  81%|████████  | 27305/33666 [15:54<03:42, 28.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2056/8416 [00:16<00:51, 123.01it/s]
    Epoch 2:  81%|████████  | 27306/33666 [15:54<03:42, 28.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2057/8416 [00:16<00:51, 123.01it/s]
    Epoch 2:  81%|████████  | 27307/33666 [15:54<03:42, 28.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2058/8416 [00:16<00:51, 123.02it/s]
    Epoch 2:  81%|████████  | 27308/33666 [15:54<03:42, 28.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2059/8416 [00:16<00:51, 123.02it/s]
    Epoch 2:  81%|████████  | 27309/33666 [15:54<03:42, 28.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2060/8416 [00:16<00:51, 123.02it/s]
    Epoch 2:  81%|████████  | 27310/33666 [15:54<03:42, 28.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2061/8416 [00:16<00:51, 123.02it/s]
    Epoch 2:  81%|████████  | 27311/33666 [15:54<03:42, 28.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2062/8416 [00:16<00:51, 123.03it/s]
    Epoch 2:  81%|████████  | 27312/33666 [15:54<03:41, 28.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2063/8416 [00:16<00:51, 123.03it/s]
    Epoch 2:  81%|████████  | 27313/33666 [15:54<03:41, 28.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2064/8416 [00:16<00:51, 123.03it/s]
    Epoch 2:  81%|████████  | 27314/33666 [15:54<03:41, 28.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2065/8416 [00:16<00:51, 123.04it/s]
    Epoch 2:  81%|████████  | 27315/33666 [15:54<03:41, 28.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2066/8416 [00:16<00:51, 123.04it/s]
    Epoch 2:  81%|████████  | 27316/33666 [15:54<03:41, 28.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2067/8416 [00:16<00:51, 123.04it/s]
    Epoch 2:  81%|████████  | 27317/33666 [15:54<03:41, 28.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2068/8416 [00:16<00:51, 123.04it/s]
    Epoch 2:  81%|████████  | 27318/33666 [15:54<03:41, 28.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2069/8416 [00:16<00:51, 123.04it/s]
    Epoch 2:  81%|████████  | 27319/33666 [15:54<03:41, 28.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2070/8416 [00:16<00:51, 123.05it/s]
    Epoch 2:  81%|████████  | 27320/33666 [15:54<03:41, 28.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2071/8416 [00:16<00:51, 123.05it/s]
    Epoch 2:  81%|████████  | 27321/33666 [15:54<03:41, 28.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2072/8416 [00:16<00:51, 123.05it/s]
    Epoch 2:  81%|████████  | 27322/33666 [15:54<03:41, 28.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2073/8416 [00:16<00:51, 123.06it/s]
    Epoch 2:  81%|████████  | 27323/33666 [15:54<03:41, 28.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2074/8416 [00:16<00:51, 123.06it/s]
    Epoch 2:  81%|████████  | 27324/33666 [15:54<03:41, 28.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2075/8416 [00:16<00:51, 123.06it/s]
    Epoch 2:  81%|████████  | 27325/33666 [15:54<03:41, 28.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2076/8416 [00:16<00:51, 123.06it/s]
    Epoch 2:  81%|████████  | 27326/33666 [15:54<03:41, 28.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2077/8416 [00:16<00:51, 123.06it/s]
    Epoch 2:  81%|████████  | 27327/33666 [15:54<03:41, 28.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2078/8416 [00:16<00:51, 123.07it/s]
    Epoch 2:  81%|████████  | 27328/33666 [15:54<03:41, 28.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2079/8416 [00:16<00:51, 123.07it/s]
    Epoch 2:  81%|████████  | 27329/33666 [15:54<03:41, 28.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2080/8416 [00:16<00:51, 123.07it/s]
    Epoch 2:  81%|████████  | 27330/33666 [15:54<03:41, 28.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2081/8416 [00:16<00:51, 123.07it/s]
    Epoch 2:  81%|████████  | 27331/33666 [15:54<03:41, 28.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2082/8416 [00:16<00:51, 123.08it/s]
    Epoch 2:  81%|████████  | 27332/33666 [15:54<03:41, 28.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2083/8416 [00:16<00:51, 123.08it/s]
    Epoch 2:  81%|████████  | 27333/33666 [15:54<03:41, 28.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2084/8416 [00:16<00:51, 123.08it/s]
    Epoch 2:  81%|████████  | 27334/33666 [15:54<03:41, 28.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2085/8416 [00:16<00:51, 123.08it/s]
    Epoch 2:  81%|████████  | 27335/33666 [15:54<03:41, 28.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2086/8416 [00:16<00:51, 123.08it/s]
    Epoch 2:  81%|████████  | 27336/33666 [15:54<03:41, 28.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2087/8416 [00:16<00:51, 123.09it/s]
    Epoch 2:  81%|████████  | 27337/33666 [15:54<03:40, 28.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2088/8416 [00:16<00:51, 123.09it/s]
    Epoch 2:  81%|████████  | 27338/33666 [15:54<03:40, 28.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2089/8416 [00:16<00:51, 123.09it/s]
    Epoch 2:  81%|████████  | 27339/33666 [15:54<03:40, 28.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2090/8416 [00:16<00:51, 123.09it/s]
    Epoch 2:  81%|████████  | 27340/33666 [15:54<03:40, 28.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2091/8416 [00:16<00:51, 123.09it/s]
    Epoch 2:  81%|████████  | 27341/33666 [15:54<03:40, 28.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2092/8416 [00:16<00:51, 123.10it/s]
    Epoch 2:  81%|████████  | 27342/33666 [15:54<03:40, 28.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2093/8416 [00:17<00:51, 123.10it/s]
    Epoch 2:  81%|████████  | 27343/33666 [15:54<03:40, 28.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2094/8416 [00:17<00:51, 123.10it/s]
    Epoch 2:  81%|████████  | 27344/33666 [15:54<03:40, 28.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2095/8416 [00:17<00:51, 123.10it/s]
    Epoch 2:  81%|████████  | 27345/33666 [15:54<03:40, 28.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2096/8416 [00:17<00:51, 123.11it/s]
    Epoch 2:  81%|████████  | 27346/33666 [15:54<03:40, 28.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2097/8416 [00:17<00:51, 123.11it/s]
    Epoch 2:  81%|████████  | 27347/33666 [15:54<03:40, 28.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2098/8416 [00:17<00:51, 123.11it/s]
    Epoch 2:  81%|████████  | 27348/33666 [15:54<03:40, 28.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2099/8416 [00:17<00:51, 123.11it/s]
    Epoch 2:  81%|████████  | 27349/33666 [15:54<03:40, 28.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2100/8416 [00:17<00:51, 123.12it/s]
    Epoch 2:  81%|████████  | 27350/33666 [15:54<03:40, 28.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2101/8416 [00:17<00:51, 123.12it/s]
    Epoch 2:  81%|████████  | 27351/33666 [15:54<03:40, 28.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2102/8416 [00:17<00:51, 123.12it/s]
    Epoch 2:  81%|████████  | 27352/33666 [15:54<03:40, 28.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2103/8416 [00:17<00:51, 123.12it/s]
    Epoch 2:  81%|████████  | 27353/33666 [15:54<03:40, 28.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2104/8416 [00:17<00:51, 123.12it/s]
    Epoch 2:  81%|████████▏ | 27354/33666 [15:54<03:40, 28.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2105/8416 [00:17<00:51, 123.13it/s]
    Epoch 2:  81%|████████▏ | 27355/33666 [15:54<03:40, 28.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2106/8416 [00:17<00:51, 123.13it/s]
    Epoch 2:  81%|████████▏ | 27356/33666 [15:54<03:40, 28.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2107/8416 [00:17<00:51, 123.13it/s]
    Epoch 2:  81%|████████▏ | 27357/33666 [15:54<03:40, 28.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2108/8416 [00:17<00:51, 123.13it/s]
    Epoch 2:  81%|████████▏ | 27358/33666 [15:54<03:40, 28.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2109/8416 [00:17<00:51, 123.14it/s]
    Epoch 2:  81%|████████▏ | 27359/33666 [15:54<03:40, 28.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2110/8416 [00:17<00:51, 123.14it/s]
    Epoch 2:  81%|████████▏ | 27360/33666 [15:54<03:40, 28.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2111/8416 [00:17<00:51, 123.14it/s]
    Epoch 2:  81%|████████▏ | 27361/33666 [15:54<03:39, 28.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2112/8416 [00:17<00:51, 123.14it/s]
    Epoch 2:  81%|████████▏ | 27362/33666 [15:54<03:39, 28.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2113/8416 [00:17<00:51, 123.15it/s]
    Epoch 2:  81%|████████▏ | 27363/33666 [15:54<03:39, 28.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2114/8416 [00:17<00:51, 123.14it/s]
    Epoch 2:  81%|████████▏ | 27364/33666 [15:54<03:39, 28.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2115/8416 [00:17<00:51, 123.14it/s]
    Epoch 2:  81%|████████▏ | 27365/33666 [15:54<03:39, 28.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2116/8416 [00:17<00:51, 123.15it/s]
    Epoch 2:  81%|████████▏ | 27366/33666 [15:54<03:39, 28.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2117/8416 [00:17<00:51, 123.15it/s]
    Epoch 2:  81%|████████▏ | 27367/33666 [15:54<03:39, 28.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2118/8416 [00:17<00:51, 123.15it/s]
    Epoch 2:  81%|████████▏ | 27368/33666 [15:54<03:39, 28.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2119/8416 [00:17<00:51, 123.15it/s]
    Epoch 2:  81%|████████▏ | 27369/33666 [15:54<03:39, 28.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2120/8416 [00:17<00:51, 123.16it/s]
    Epoch 2:  81%|████████▏ | 27370/33666 [15:54<03:39, 28.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2121/8416 [00:17<00:51, 123.16it/s]
    Epoch 2:  81%|████████▏ | 27371/33666 [15:54<03:39, 28.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2122/8416 [00:17<00:51, 123.16it/s]
    Epoch 2:  81%|████████▏ | 27372/33666 [15:54<03:39, 28.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2123/8416 [00:17<00:51, 123.16it/s]
    Epoch 2:  81%|████████▏ | 27373/33666 [15:54<03:39, 28.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2124/8416 [00:17<00:51, 123.17it/s]
    Epoch 2:  81%|████████▏ | 27374/33666 [15:54<03:39, 28.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2125/8416 [00:17<00:51, 123.17it/s]
    Epoch 2:  81%|████████▏ | 27375/33666 [15:54<03:39, 28.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2126/8416 [00:17<00:51, 123.17it/s]
    Epoch 2:  81%|████████▏ | 27376/33666 [15:54<03:39, 28.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2127/8416 [00:17<00:51, 123.17it/s]
    Epoch 2:  81%|████████▏ | 27377/33666 [15:54<03:39, 28.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2128/8416 [00:17<00:51, 123.18it/s]
    Epoch 2:  81%|████████▏ | 27378/33666 [15:54<03:39, 28.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2129/8416 [00:17<00:51, 123.18it/s]
    Epoch 2:  81%|████████▏ | 27379/33666 [15:54<03:39, 28.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2130/8416 [00:17<00:51, 123.18it/s]
    Epoch 2:  81%|████████▏ | 27380/33666 [15:54<03:39, 28.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2131/8416 [00:17<00:51, 123.18it/s]
    Epoch 2:  81%|████████▏ | 27381/33666 [15:54<03:39, 28.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2132/8416 [00:17<00:51, 123.19it/s]
    Epoch 2:  81%|████████▏ | 27382/33666 [15:54<03:39, 28.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2133/8416 [00:17<00:51, 123.19it/s]
    Epoch 2:  81%|████████▏ | 27383/33666 [15:54<03:39, 28.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2134/8416 [00:17<00:50, 123.19it/s]
    Epoch 2:  81%|████████▏ | 27384/33666 [15:54<03:39, 28.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2135/8416 [00:17<00:50, 123.19it/s]
    Epoch 2:  81%|████████▏ | 27385/33666 [15:54<03:38, 28.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2136/8416 [00:17<00:50, 123.20it/s]
    Epoch 2:  81%|████████▏ | 27386/33666 [15:54<03:38, 28.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2137/8416 [00:17<00:50, 123.20it/s]
    Epoch 2:  81%|████████▏ | 27387/33666 [15:54<03:38, 28.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2138/8416 [00:17<00:50, 123.20it/s]
    Epoch 2:  81%|████████▏ | 27388/33666 [15:54<03:38, 28.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2139/8416 [00:17<00:50, 123.20it/s]
    Epoch 2:  81%|████████▏ | 27389/33666 [15:54<03:38, 28.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2140/8416 [00:17<00:50, 123.20it/s]
    Epoch 2:  81%|████████▏ | 27390/33666 [15:54<03:38, 28.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2141/8416 [00:17<00:50, 123.21it/s]
    Epoch 2:  81%|████████▏ | 27391/33666 [15:54<03:38, 28.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2142/8416 [00:17<00:50, 123.21it/s]
    Epoch 2:  81%|████████▏ | 27392/33666 [15:54<03:38, 28.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2143/8416 [00:17<00:50, 123.21it/s]
    Epoch 2:  81%|████████▏ | 27393/33666 [15:54<03:38, 28.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2144/8416 [00:17<00:50, 123.21it/s]
    Epoch 2:  81%|████████▏ | 27394/33666 [15:54<03:38, 28.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2145/8416 [00:17<00:50, 123.22it/s]
    Epoch 2:  81%|████████▏ | 27395/33666 [15:54<03:38, 28.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2146/8416 [00:17<00:50, 123.22it/s]
    Epoch 2:  81%|████████▏ | 27396/33666 [15:54<03:38, 28.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2147/8416 [00:17<00:50, 123.22it/s]
    Epoch 2:  81%|████████▏ | 27397/33666 [15:54<03:38, 28.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2148/8416 [00:17<00:50, 123.22it/s]
    Epoch 2:  81%|████████▏ | 27398/33666 [15:54<03:38, 28.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2149/8416 [00:17<00:50, 123.22it/s]
    Epoch 2:  81%|████████▏ | 27399/33666 [15:54<03:38, 28.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2150/8416 [00:17<00:50, 123.23it/s]
    Epoch 2:  81%|████████▏ | 27400/33666 [15:54<03:38, 28.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2151/8416 [00:17<00:50, 123.23it/s]
    Epoch 2:  81%|████████▏ | 27401/33666 [15:54<03:38, 28.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2152/8416 [00:17<00:50, 123.23it/s]
    Epoch 2:  81%|████████▏ | 27402/33666 [15:54<03:38, 28.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2153/8416 [00:17<00:50, 123.23it/s]
    Epoch 2:  81%|████████▏ | 27403/33666 [15:54<03:38, 28.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2154/8416 [00:17<00:50, 123.24it/s]
    Epoch 2:  81%|████████▏ | 27404/33666 [15:54<03:38, 28.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2155/8416 [00:17<00:50, 123.24it/s]
    Epoch 2:  81%|████████▏ | 27405/33666 [15:54<03:38, 28.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2156/8416 [00:17<00:50, 123.24it/s]
    Epoch 2:  81%|████████▏ | 27406/33666 [15:54<03:38, 28.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2157/8416 [00:17<00:50, 123.24it/s]
    Epoch 2:  81%|████████▏ | 27407/33666 [15:54<03:38, 28.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2158/8416 [00:17<00:50, 123.24it/s]
    Epoch 2:  81%|████████▏ | 27408/33666 [15:54<03:38, 28.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2159/8416 [00:17<00:50, 123.25it/s]
    Epoch 2:  81%|████████▏ | 27409/33666 [15:54<03:37, 28.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2160/8416 [00:17<00:50, 123.25it/s]
    Epoch 2:  81%|████████▏ | 27410/33666 [15:54<03:37, 28.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2161/8416 [00:17<00:50, 123.25it/s]
    Epoch 2:  81%|████████▏ | 27411/33666 [15:54<03:37, 28.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2162/8416 [00:17<00:50, 123.25it/s]
    Epoch 2:  81%|████████▏ | 27412/33666 [15:54<03:37, 28.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2163/8416 [00:17<00:50, 123.26it/s]
    Epoch 2:  81%|████████▏ | 27413/33666 [15:54<03:37, 28.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2164/8416 [00:17<00:50, 123.26it/s]
    Epoch 2:  81%|████████▏ | 27414/33666 [15:54<03:37, 28.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2165/8416 [00:17<00:50, 123.26it/s]
    Epoch 2:  81%|████████▏ | 27415/33666 [15:55<03:37, 28.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2166/8416 [00:17<00:50, 123.26it/s]
    Epoch 2:  81%|████████▏ | 27416/33666 [15:55<03:37, 28.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2167/8416 [00:17<00:50, 123.26it/s]
    Epoch 2:  81%|████████▏ | 27417/33666 [15:55<03:37, 28.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2168/8416 [00:17<00:50, 123.27it/s]
    Epoch 2:  81%|████████▏ | 27418/33666 [15:55<03:37, 28.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2169/8416 [00:17<00:50, 123.27it/s]
    Epoch 2:  81%|████████▏ | 27419/33666 [15:55<03:37, 28.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2170/8416 [00:17<00:50, 123.27it/s]
    Epoch 2:  81%|████████▏ | 27420/33666 [15:55<03:37, 28.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2171/8416 [00:17<00:50, 123.27it/s]
    Epoch 2:  81%|████████▏ | 27421/33666 [15:55<03:37, 28.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2172/8416 [00:17<00:50, 123.28it/s]
    Epoch 2:  81%|████████▏ | 27422/33666 [15:55<03:37, 28.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2173/8416 [00:17<00:50, 123.28it/s]
    Epoch 2:  81%|████████▏ | 27423/33666 [15:55<03:37, 28.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2174/8416 [00:17<00:50, 123.24it/s]
    Epoch 2:  81%|████████▏ | 27424/33666 [15:55<03:37, 28.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2175/8416 [00:17<00:50, 123.24it/s]
    Epoch 2:  81%|████████▏ | 27425/33666 [15:55<03:37, 28.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2176/8416 [00:17<00:50, 123.24it/s]
    Epoch 2:  81%|████████▏ | 27426/33666 [15:55<03:37, 28.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2177/8416 [00:17<00:50, 123.24it/s]
    Epoch 2:  81%|████████▏ | 27427/33666 [15:55<03:37, 28.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2178/8416 [00:17<00:50, 123.24it/s]
    Epoch 2:  81%|████████▏ | 27428/33666 [15:55<03:37, 28.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2179/8416 [00:17<00:50, 123.24it/s]
    Epoch 2:  81%|████████▏ | 27429/33666 [15:55<03:37, 28.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2180/8416 [00:17<00:50, 123.24it/s]
    Epoch 2:  81%|████████▏ | 27430/33666 [15:55<03:37, 28.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2181/8416 [00:17<00:50, 123.24it/s]
    Epoch 2:  81%|████████▏ | 27431/33666 [15:55<03:37, 28.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2182/8416 [00:17<00:50, 123.24it/s]
    Epoch 2:  81%|████████▏ | 27432/33666 [15:55<03:37, 28.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2183/8416 [00:17<00:50, 123.24it/s]
    Epoch 2:  81%|████████▏ | 27433/33666 [15:55<03:37, 28.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2184/8416 [00:17<00:50, 123.25it/s]
    Epoch 2:  81%|████████▏ | 27434/33666 [15:55<03:36, 28.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2185/8416 [00:17<00:50, 123.25it/s]
    Epoch 2:  81%|████████▏ | 27435/33666 [15:55<03:36, 28.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2186/8416 [00:17<00:50, 123.25it/s]
    Epoch 2:  81%|████████▏ | 27436/33666 [15:55<03:36, 28.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2187/8416 [00:17<00:50, 123.25it/s]
    Epoch 2:  81%|████████▏ | 27437/33666 [15:55<03:36, 28.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2188/8416 [00:17<00:50, 123.25it/s]
    Epoch 2:  82%|████████▏ | 27438/33666 [15:55<03:36, 28.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2189/8416 [00:17<00:50, 123.25it/s]
    Epoch 2:  82%|████████▏ | 27439/33666 [15:55<03:36, 28.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2190/8416 [00:17<00:50, 123.25it/s]
    Epoch 2:  82%|████████▏ | 27440/33666 [15:55<03:36, 28.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2191/8416 [00:17<00:50, 123.26it/s]
    Epoch 2:  82%|████████▏ | 27441/33666 [15:55<03:36, 28.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2192/8416 [00:17<00:50, 123.26it/s]
    Epoch 2:  82%|████████▏ | 27442/33666 [15:55<03:36, 28.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2193/8416 [00:17<00:50, 123.26it/s]
    Epoch 2:  82%|████████▏ | 27443/33666 [15:55<03:36, 28.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2194/8416 [00:17<00:50, 123.26it/s]
    Epoch 2:  82%|████████▏ | 27444/33666 [15:55<03:36, 28.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2195/8416 [00:17<00:50, 123.26it/s]
    Epoch 2:  82%|████████▏ | 27445/33666 [15:55<03:36, 28.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2196/8416 [00:17<00:50, 123.26it/s]
    Epoch 2:  82%|████████▏ | 27446/33666 [15:55<03:36, 28.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2197/8416 [00:17<00:50, 123.26it/s]
    Epoch 2:  82%|████████▏ | 27447/33666 [15:55<03:36, 28.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2198/8416 [00:17<00:50, 123.27it/s]
    Epoch 2:  82%|████████▏ | 27448/33666 [15:55<03:36, 28.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2199/8416 [00:17<00:50, 123.27it/s]
    Epoch 2:  82%|████████▏ | 27449/33666 [15:55<03:36, 28.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2200/8416 [00:17<00:50, 123.27it/s]
    Epoch 2:  82%|████████▏ | 27450/33666 [15:55<03:36, 28.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2201/8416 [00:17<00:50, 123.27it/s]
    Epoch 2:  82%|████████▏ | 27451/33666 [15:55<03:36, 28.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2202/8416 [00:17<00:50, 123.27it/s]
    Epoch 2:  82%|████████▏ | 27452/33666 [15:55<03:36, 28.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2203/8416 [00:17<00:50, 123.27it/s]
    Epoch 2:  82%|████████▏ | 27453/33666 [15:55<03:36, 28.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2204/8416 [00:17<00:50, 123.27it/s]
    Epoch 2:  82%|████████▏ | 27454/33666 [15:55<03:36, 28.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2205/8416 [00:17<00:50, 123.27it/s]
    Epoch 2:  82%|████████▏ | 27455/33666 [15:55<03:36, 28.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2206/8416 [00:17<00:50, 123.28it/s]
    Epoch 2:  82%|████████▏ | 27456/33666 [15:55<03:36, 28.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2207/8416 [00:17<00:50, 123.28it/s]
    Epoch 2:  82%|████████▏ | 27457/33666 [15:55<03:36, 28.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2208/8416 [00:17<00:50, 123.28it/s]
    Epoch 2:  82%|████████▏ | 27458/33666 [15:55<03:35, 28.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2209/8416 [00:17<00:50, 123.28it/s]
    Epoch 2:  82%|████████▏ | 27459/33666 [15:55<03:35, 28.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2210/8416 [00:17<00:50, 123.28it/s]
    Epoch 2:  82%|████████▏ | 27460/33666 [15:55<03:35, 28.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2211/8416 [00:17<00:50, 123.28it/s]
    Epoch 2:  82%|████████▏ | 27461/33666 [15:55<03:35, 28.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2212/8416 [00:17<00:50, 123.28it/s]
    Epoch 2:  82%|████████▏ | 27462/33666 [15:55<03:35, 28.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2213/8416 [00:17<00:50, 123.28it/s]
    Epoch 2:  82%|████████▏ | 27463/33666 [15:55<03:35, 28.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2214/8416 [00:17<00:50, 123.28it/s]
    Epoch 2:  82%|████████▏ | 27464/33666 [15:55<03:35, 28.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2215/8416 [00:17<00:50, 123.28it/s]
    Epoch 2:  82%|████████▏ | 27465/33666 [15:55<03:35, 28.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2216/8416 [00:17<00:50, 123.29it/s]
    Epoch 2:  82%|████████▏ | 27466/33666 [15:55<03:35, 28.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2217/8416 [00:17<00:50, 123.29it/s]
    Epoch 2:  82%|████████▏ | 27467/33666 [15:55<03:35, 28.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2218/8416 [00:17<00:50, 123.29it/s]
    Epoch 2:  82%|████████▏ | 27468/33666 [15:55<03:35, 28.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2219/8416 [00:17<00:50, 123.29it/s]
    Epoch 2:  82%|████████▏ | 27469/33666 [15:55<03:35, 28.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2220/8416 [00:18<00:50, 123.29it/s]
    Epoch 2:  82%|████████▏ | 27470/33666 [15:55<03:35, 28.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2221/8416 [00:18<00:50, 123.29it/s]
    Epoch 2:  82%|████████▏ | 27471/33666 [15:55<03:35, 28.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2222/8416 [00:18<00:50, 123.29it/s]
    Epoch 2:  82%|████████▏ | 27472/33666 [15:55<03:35, 28.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2223/8416 [00:18<00:50, 123.29it/s]
    Epoch 2:  82%|████████▏ | 27473/33666 [15:55<03:35, 28.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2224/8416 [00:18<00:50, 123.30it/s]
    Epoch 2:  82%|████████▏ | 27474/33666 [15:55<03:35, 28.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2225/8416 [00:18<00:50, 123.30it/s]
    Epoch 2:  82%|████████▏ | 27475/33666 [15:55<03:35, 28.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2226/8416 [00:18<00:50, 123.30it/s]
    Epoch 2:  82%|████████▏ | 27476/33666 [15:55<03:35, 28.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2227/8416 [00:18<00:50, 123.30it/s]
    Epoch 2:  82%|████████▏ | 27477/33666 [15:55<03:35, 28.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2228/8416 [00:18<00:50, 123.30it/s]
    Epoch 2:  82%|████████▏ | 27478/33666 [15:55<03:35, 28.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2229/8416 [00:18<00:50, 123.30it/s]
    Epoch 2:  82%|████████▏ | 27479/33666 [15:55<03:35, 28.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2230/8416 [00:18<00:50, 123.30it/s]
    Epoch 2:  82%|████████▏ | 27480/33666 [15:55<03:35, 28.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2231/8416 [00:18<00:50, 123.30it/s]
    Epoch 2:  82%|████████▏ | 27481/33666 [15:55<03:35, 28.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2232/8416 [00:18<00:50, 123.30it/s]
    Epoch 2:  82%|████████▏ | 27482/33666 [15:55<03:35, 28.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2233/8416 [00:18<00:50, 123.31it/s]
    Epoch 2:  82%|████████▏ | 27483/33666 [15:55<03:34, 28.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2234/8416 [00:18<00:50, 123.31it/s]
    Epoch 2:  82%|████████▏ | 27484/33666 [15:55<03:34, 28.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2235/8416 [00:18<00:50, 123.31it/s]
    Epoch 2:  82%|████████▏ | 27485/33666 [15:55<03:34, 28.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2236/8416 [00:18<00:50, 123.31it/s]
    Epoch 2:  82%|████████▏ | 27486/33666 [15:55<03:34, 28.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2237/8416 [00:18<00:50, 123.31it/s]
    Epoch 2:  82%|████████▏ | 27487/33666 [15:55<03:34, 28.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2238/8416 [00:18<00:50, 123.31it/s]
    Epoch 2:  82%|████████▏ | 27488/33666 [15:55<03:34, 28.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2239/8416 [00:18<00:50, 123.31it/s]
    Epoch 2:  82%|████████▏ | 27489/33666 [15:55<03:34, 28.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2240/8416 [00:18<00:50, 123.31it/s]
    Epoch 2:  82%|████████▏ | 27490/33666 [15:55<03:34, 28.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2241/8416 [00:18<00:50, 123.31it/s]
    Epoch 2:  82%|████████▏ | 27491/33666 [15:55<03:34, 28.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2242/8416 [00:18<00:50, 123.31it/s]
    Epoch 2:  82%|████████▏ | 27492/33666 [15:55<03:34, 28.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2243/8416 [00:18<00:50, 123.31it/s]
    Epoch 2:  82%|████████▏ | 27493/33666 [15:55<03:34, 28.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2244/8416 [00:18<00:50, 123.31it/s]
    Epoch 2:  82%|████████▏ | 27494/33666 [15:55<03:34, 28.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2245/8416 [00:18<00:50, 123.31it/s]
    Epoch 2:  82%|████████▏ | 27495/33666 [15:55<03:34, 28.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2246/8416 [00:18<00:50, 123.32it/s]
    Epoch 2:  82%|████████▏ | 27496/33666 [15:55<03:34, 28.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2247/8416 [00:18<00:50, 123.32it/s]
    Epoch 2:  82%|████████▏ | 27497/33666 [15:55<03:34, 28.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2248/8416 [00:18<00:50, 123.32it/s]
    Epoch 2:  82%|████████▏ | 27498/33666 [15:55<03:34, 28.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2249/8416 [00:18<00:50, 123.32it/s]
    Epoch 2:  82%|████████▏ | 27499/33666 [15:55<03:34, 28.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2250/8416 [00:18<00:49, 123.32it/s]
    Epoch 2:  82%|████████▏ | 27500/33666 [15:55<03:34, 28.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2251/8416 [00:18<00:49, 123.32it/s]
    Epoch 2:  82%|████████▏ | 27501/33666 [15:55<03:34, 28.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2252/8416 [00:18<00:49, 123.32it/s]
    Epoch 2:  82%|████████▏ | 27502/33666 [15:55<03:34, 28.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2253/8416 [00:18<00:49, 123.32it/s]
    Epoch 2:  82%|████████▏ | 27503/33666 [15:55<03:34, 28.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2254/8416 [00:18<00:49, 123.33it/s]
    Epoch 2:  82%|████████▏ | 27504/33666 [15:55<03:34, 28.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2255/8416 [00:18<00:49, 123.33it/s]
    Epoch 2:  82%|████████▏ | 27505/33666 [15:55<03:34, 28.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2256/8416 [00:18<00:49, 123.33it/s]
    Epoch 2:  82%|████████▏ | 27506/33666 [15:55<03:34, 28.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2257/8416 [00:18<00:49, 123.33it/s]
    Epoch 2:  82%|████████▏ | 27507/33666 [15:55<03:33, 28.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2258/8416 [00:18<00:49, 123.33it/s]
    Epoch 2:  82%|████████▏ | 27508/33666 [15:55<03:33, 28.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2259/8416 [00:18<00:49, 123.33it/s]
    Epoch 2:  82%|████████▏ | 27509/33666 [15:55<03:33, 28.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2260/8416 [00:18<00:49, 123.33it/s]
    Epoch 2:  82%|████████▏ | 27510/33666 [15:55<03:33, 28.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2261/8416 [00:18<00:49, 123.33it/s]
    Epoch 2:  82%|████████▏ | 27511/33666 [15:55<03:33, 28.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2262/8416 [00:18<00:49, 123.34it/s]
    Epoch 2:  82%|████████▏ | 27512/33666 [15:55<03:33, 28.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2263/8416 [00:18<00:49, 123.34it/s]
    Epoch 2:  82%|████████▏ | 27513/33666 [15:55<03:33, 28.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2264/8416 [00:18<00:49, 123.34it/s]
    Epoch 2:  82%|████████▏ | 27514/33666 [15:55<03:33, 28.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2265/8416 [00:18<00:49, 123.34it/s]
    Epoch 2:  82%|████████▏ | 27515/33666 [15:55<03:33, 28.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2266/8416 [00:18<00:49, 123.34it/s]
    Epoch 2:  82%|████████▏ | 27516/33666 [15:55<03:33, 28.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2267/8416 [00:18<00:49, 123.34it/s]
    Epoch 2:  82%|████████▏ | 27517/33666 [15:55<03:33, 28.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2268/8416 [00:18<00:49, 123.34it/s]
    Epoch 2:  82%|████████▏ | 27518/33666 [15:55<03:33, 28.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2269/8416 [00:18<00:49, 123.34it/s]
    Epoch 2:  82%|████████▏ | 27519/33666 [15:55<03:33, 28.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2270/8416 [00:18<00:49, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27520/33666 [15:55<03:33, 28.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2271/8416 [00:18<00:49, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27521/33666 [15:55<03:33, 28.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2272/8416 [00:18<00:49, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27522/33666 [15:55<03:33, 28.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2273/8416 [00:18<00:49, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27523/33666 [15:55<03:33, 28.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2274/8416 [00:18<00:49, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27524/33666 [15:55<03:33, 28.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2275/8416 [00:18<00:49, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27525/33666 [15:55<03:33, 28.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2276/8416 [00:18<00:49, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27526/33666 [15:55<03:33, 28.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2277/8416 [00:18<00:49, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27527/33666 [15:55<03:33, 28.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2278/8416 [00:18<00:49, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27528/33666 [15:55<03:33, 28.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2279/8416 [00:18<00:49, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27529/33666 [15:55<03:33, 28.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2280/8416 [00:18<00:49, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27530/33666 [15:55<03:33, 28.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2281/8416 [00:18<00:49, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27531/33666 [15:55<03:33, 28.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2282/8416 [00:18<00:49, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27532/33666 [15:55<03:32, 28.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2283/8416 [00:18<00:49, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27533/33666 [15:55<03:32, 28.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2284/8416 [00:18<00:49, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27534/33666 [15:55<03:32, 28.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2285/8416 [00:18<00:49, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27535/33666 [15:55<03:32, 28.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2286/8416 [00:18<00:49, 123.37it/s]
    Epoch 2:  82%|████████▏ | 27536/33666 [15:55<03:32, 28.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2287/8416 [00:18<00:49, 123.37it/s]
    Epoch 2:  82%|████████▏ | 27537/33666 [15:55<03:32, 28.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2288/8416 [00:18<00:49, 123.37it/s]
    Epoch 2:  82%|████████▏ | 27538/33666 [15:55<03:32, 28.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2289/8416 [00:18<00:49, 123.37it/s]
    Epoch 2:  82%|████████▏ | 27539/33666 [15:55<03:32, 28.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2290/8416 [00:18<00:49, 123.37it/s]
    Epoch 2:  82%|████████▏ | 27540/33666 [15:55<03:32, 28.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2291/8416 [00:18<00:49, 123.37it/s]
    Epoch 2:  82%|████████▏ | 27541/33666 [15:56<03:32, 28.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2292/8416 [00:18<00:49, 123.37it/s]
    Epoch 2:  82%|████████▏ | 27542/33666 [15:56<03:32, 28.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2293/8416 [00:18<00:49, 123.37it/s]
    Epoch 2:  82%|████████▏ | 27543/33666 [15:56<03:32, 28.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2294/8416 [00:18<00:49, 123.37it/s]
    Epoch 2:  82%|████████▏ | 27544/33666 [15:56<03:32, 28.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2295/8416 [00:18<00:49, 123.38it/s]
    Epoch 2:  82%|████████▏ | 27545/33666 [15:56<03:32, 28.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2296/8416 [00:18<00:49, 123.38it/s]
    Epoch 2:  82%|████████▏ | 27546/33666 [15:56<03:32, 28.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2297/8416 [00:18<00:49, 123.38it/s]
    Epoch 2:  82%|████████▏ | 27547/33666 [15:56<03:32, 28.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2298/8416 [00:18<00:49, 123.38it/s]
    Epoch 2:  82%|████████▏ | 27548/33666 [15:56<03:32, 28.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2299/8416 [00:18<00:49, 123.38it/s]
    Epoch 2:  82%|████████▏ | 27549/33666 [15:56<03:32, 28.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2300/8416 [00:18<00:49, 123.38it/s]
    Epoch 2:  82%|████████▏ | 27550/33666 [15:56<03:32, 28.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2301/8416 [00:18<00:49, 123.38it/s]
    Epoch 2:  82%|████████▏ | 27551/33666 [15:56<03:32, 28.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2302/8416 [00:18<00:49, 123.38it/s]
    Epoch 2:  82%|████████▏ | 27552/33666 [15:56<03:32, 28.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2303/8416 [00:18<00:49, 123.38it/s]
    Epoch 2:  82%|████████▏ | 27553/33666 [15:56<03:32, 28.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2304/8416 [00:18<00:49, 123.39it/s]
    Epoch 2:  82%|████████▏ | 27554/33666 [15:56<03:32, 28.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2305/8416 [00:18<00:49, 123.39it/s]
    Epoch 2:  82%|████████▏ | 27555/33666 [15:56<03:32, 28.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2306/8416 [00:18<00:49, 123.38it/s]
    Epoch 2:  82%|████████▏ | 27556/33666 [15:56<03:32, 28.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2307/8416 [00:18<00:49, 123.38it/s]
    Epoch 2:  82%|████████▏ | 27557/33666 [15:56<03:31, 28.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2308/8416 [00:18<00:49, 123.38it/s]
    Epoch 2:  82%|████████▏ | 27558/33666 [15:56<03:31, 28.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2309/8416 [00:18<00:49, 123.39it/s]
    Epoch 2:  82%|████████▏ | 27559/33666 [15:56<03:31, 28.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2310/8416 [00:18<00:49, 123.39it/s]
    Epoch 2:  82%|████████▏ | 27560/33666 [15:56<03:31, 28.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2311/8416 [00:18<00:49, 123.39it/s]
    Epoch 2:  82%|████████▏ | 27561/33666 [15:56<03:31, 28.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2312/8416 [00:18<00:49, 123.39it/s]
    Epoch 2:  82%|████████▏ | 27562/33666 [15:56<03:31, 28.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2313/8416 [00:18<00:49, 123.39it/s]
    Epoch 2:  82%|████████▏ | 27563/33666 [15:56<03:31, 28.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2314/8416 [00:18<00:49, 123.39it/s]
    Epoch 2:  82%|████████▏ | 27564/33666 [15:56<03:31, 28.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2315/8416 [00:18<00:49, 123.39it/s]
    Epoch 2:  82%|████████▏ | 27565/33666 [15:56<03:31, 28.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2316/8416 [00:18<00:49, 123.39it/s]
    Epoch 2:  82%|████████▏ | 27566/33666 [15:56<03:31, 28.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2317/8416 [00:18<00:49, 123.40it/s]
    Epoch 2:  82%|████████▏ | 27567/33666 [15:56<03:31, 28.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2318/8416 [00:18<00:49, 123.40it/s]
    Epoch 2:  82%|████████▏ | 27568/33666 [15:56<03:31, 28.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2319/8416 [00:18<00:49, 123.40it/s]
    Epoch 2:  82%|████████▏ | 27569/33666 [15:56<03:31, 28.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2320/8416 [00:18<00:49, 123.38it/s]
    Epoch 2:  82%|████████▏ | 27570/33666 [15:56<03:31, 28.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2321/8416 [00:18<00:49, 123.38it/s]
    Epoch 2:  82%|████████▏ | 27571/33666 [15:56<03:31, 28.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2322/8416 [00:18<00:49, 123.38it/s]
    Epoch 2:  82%|████████▏ | 27572/33666 [15:56<03:31, 28.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2323/8416 [00:18<00:49, 123.38it/s]
    Epoch 2:  82%|████████▏ | 27573/33666 [15:56<03:31, 28.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2324/8416 [00:18<00:49, 123.38it/s]
    Epoch 2:  82%|████████▏ | 27574/33666 [15:56<03:31, 28.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2325/8416 [00:18<00:49, 123.38it/s]
    Epoch 2:  82%|████████▏ | 27575/33666 [15:56<03:31, 28.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2326/8416 [00:18<00:49, 123.38it/s]
    Epoch 2:  82%|████████▏ | 27576/33666 [15:56<03:31, 28.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2327/8416 [00:18<00:49, 123.39it/s]
    Epoch 2:  82%|████████▏ | 27577/33666 [15:56<03:31, 28.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2328/8416 [00:18<00:49, 123.39it/s]
    Epoch 2:  82%|████████▏ | 27578/33666 [15:56<03:31, 28.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2329/8416 [00:18<00:49, 123.39it/s]
    Epoch 2:  82%|████████▏ | 27579/33666 [15:56<03:31, 28.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2330/8416 [00:18<00:49, 123.39it/s]
    Epoch 2:  82%|████████▏ | 27580/33666 [15:56<03:31, 28.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2331/8416 [00:18<00:49, 123.39it/s]
    Epoch 2:  82%|████████▏ | 27581/33666 [15:56<03:30, 28.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2332/8416 [00:18<00:49, 123.39it/s]
    Epoch 2:  82%|████████▏ | 27582/33666 [15:56<03:30, 28.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2333/8416 [00:18<00:49, 123.39it/s]
    Epoch 2:  82%|████████▏ | 27583/33666 [15:56<03:30, 28.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2334/8416 [00:18<00:49, 123.39it/s]
    Epoch 2:  82%|████████▏ | 27584/33666 [15:56<03:30, 28.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2335/8416 [00:18<00:49, 123.39it/s]
    Epoch 2:  82%|████████▏ | 27585/33666 [15:56<03:30, 28.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2336/8416 [00:18<00:49, 123.38it/s]
    Epoch 2:  82%|████████▏ | 27586/33666 [15:56<03:30, 28.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2337/8416 [00:18<00:49, 123.38it/s]
    Epoch 2:  82%|████████▏ | 27587/33666 [15:56<03:30, 28.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2338/8416 [00:18<00:49, 123.38it/s]
    Epoch 2:  82%|████████▏ | 27588/33666 [15:56<03:30, 28.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2339/8416 [00:18<00:49, 123.38it/s]
    Epoch 2:  82%|████████▏ | 27589/33666 [15:56<03:30, 28.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2340/8416 [00:18<00:49, 123.38it/s]
    Epoch 2:  82%|████████▏ | 27590/33666 [15:56<03:30, 28.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2341/8416 [00:18<00:49, 123.38it/s]
    Epoch 2:  82%|████████▏ | 27591/33666 [15:56<03:30, 28.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2342/8416 [00:18<00:49, 123.38it/s]
    Epoch 2:  82%|████████▏ | 27592/33666 [15:56<03:30, 28.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2343/8416 [00:18<00:49, 123.38it/s]
    Epoch 2:  82%|████████▏ | 27593/33666 [15:56<03:30, 28.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2344/8416 [00:18<00:49, 123.38it/s]
    Epoch 2:  82%|████████▏ | 27594/33666 [15:56<03:30, 28.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2345/8416 [00:19<00:49, 123.38it/s]
    Epoch 2:  82%|████████▏ | 27595/33666 [15:56<03:30, 28.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2346/8416 [00:19<00:49, 123.38it/s]
    Epoch 2:  82%|████████▏ | 27596/33666 [15:56<03:30, 28.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2347/8416 [00:19<00:49, 123.38it/s]
    Epoch 2:  82%|████████▏ | 27597/33666 [15:56<03:30, 28.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2348/8416 [00:19<00:49, 123.38it/s]
    Epoch 2:  82%|████████▏ | 27598/33666 [15:56<03:30, 28.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2349/8416 [00:19<00:49, 123.39it/s]
    Epoch 2:  82%|████████▏ | 27599/33666 [15:56<03:30, 28.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2350/8416 [00:19<00:49, 123.39it/s]
    Epoch 2:  82%|████████▏ | 27600/33666 [15:56<03:30, 28.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2351/8416 [00:19<00:49, 123.39it/s]
    Epoch 2:  82%|████████▏ | 27601/33666 [15:56<03:30, 28.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2352/8416 [00:19<00:49, 123.39it/s]
    Epoch 2:  82%|████████▏ | 27602/33666 [15:56<03:30, 28.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2353/8416 [00:19<00:49, 123.39it/s]
    Epoch 2:  82%|████████▏ | 27603/33666 [15:56<03:30, 28.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2354/8416 [00:19<00:49, 123.39it/s]
    Epoch 2:  82%|████████▏ | 27604/33666 [15:56<03:30, 28.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2355/8416 [00:19<00:49, 123.39it/s]
    Epoch 2:  82%|████████▏ | 27605/33666 [15:56<03:30, 28.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2356/8416 [00:19<00:49, 123.39it/s]
    Epoch 2:  82%|████████▏ | 27606/33666 [15:56<03:29, 28.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2357/8416 [00:19<00:49, 123.39it/s]
    Epoch 2:  82%|████████▏ | 27607/33666 [15:56<03:29, 28.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2358/8416 [00:19<00:49, 123.39it/s]
    Epoch 2:  82%|████████▏ | 27608/33666 [15:56<03:29, 28.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2359/8416 [00:19<00:49, 123.40it/s]
    Epoch 2:  82%|████████▏ | 27609/33666 [15:56<03:29, 28.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2360/8416 [00:19<00:49, 123.40it/s]
    Epoch 2:  82%|████████▏ | 27610/33666 [15:56<03:29, 28.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2361/8416 [00:19<00:49, 123.40it/s]
    Epoch 2:  82%|████████▏ | 27611/33666 [15:56<03:29, 28.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2362/8416 [00:19<00:49, 123.40it/s]
    Epoch 2:  82%|████████▏ | 27612/33666 [15:56<03:29, 28.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2363/8416 [00:19<00:49, 123.40it/s]
    Epoch 2:  82%|████████▏ | 27613/33666 [15:56<03:29, 28.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2364/8416 [00:19<00:49, 123.40it/s]
    Epoch 2:  82%|████████▏ | 27614/33666 [15:56<03:29, 28.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2365/8416 [00:19<00:49, 123.40it/s]
    Epoch 2:  82%|████████▏ | 27615/33666 [15:56<03:29, 28.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2366/8416 [00:19<00:49, 123.40it/s]
    Epoch 2:  82%|████████▏ | 27616/33666 [15:56<03:29, 28.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2367/8416 [00:19<00:49, 123.40it/s]
    Epoch 2:  82%|████████▏ | 27617/33666 [15:56<03:29, 28.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2368/8416 [00:19<00:49, 123.41it/s]
    Epoch 2:  82%|████████▏ | 27618/33666 [15:56<03:29, 28.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2369/8416 [00:19<00:49, 123.41it/s]
    Epoch 2:  82%|████████▏ | 27619/33666 [15:56<03:29, 28.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2370/8416 [00:19<00:48, 123.40it/s]
    Epoch 2:  82%|████████▏ | 27620/33666 [15:56<03:29, 28.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2371/8416 [00:19<00:48, 123.40it/s]
    Epoch 2:  82%|████████▏ | 27621/33666 [15:56<03:29, 28.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2372/8416 [00:19<00:48, 123.40it/s]
    Epoch 2:  82%|████████▏ | 27622/33666 [15:56<03:29, 28.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2373/8416 [00:19<00:48, 123.41it/s]
    Epoch 2:  82%|████████▏ | 27623/33666 [15:56<03:29, 28.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2374/8416 [00:19<00:48, 123.41it/s]
    Epoch 2:  82%|████████▏ | 27624/33666 [15:56<03:29, 28.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2375/8416 [00:19<00:48, 123.41it/s]
    Epoch 2:  82%|████████▏ | 27625/33666 [15:56<03:29, 28.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2376/8416 [00:19<00:48, 123.41it/s]
    Epoch 2:  82%|████████▏ | 27626/33666 [15:56<03:29, 28.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2377/8416 [00:19<00:48, 123.41it/s]
    Epoch 2:  82%|████████▏ | 27627/33666 [15:56<03:29, 28.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2378/8416 [00:19<00:48, 123.41it/s]
    Epoch 2:  82%|████████▏ | 27628/33666 [15:56<03:29, 28.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2379/8416 [00:19<00:48, 123.41it/s]
    Epoch 2:  82%|████████▏ | 27629/33666 [15:56<03:29, 28.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2380/8416 [00:19<00:48, 123.42it/s]
    Epoch 2:  82%|████████▏ | 27630/33666 [15:56<03:29, 28.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2381/8416 [00:19<00:48, 123.42it/s]
    Epoch 2:  82%|████████▏ | 27631/33666 [15:56<03:28, 28.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2382/8416 [00:19<00:48, 123.41it/s]
    Epoch 2:  82%|████████▏ | 27632/33666 [15:56<03:28, 28.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2383/8416 [00:19<00:48, 123.37it/s]
    Epoch 2:  82%|████████▏ | 27633/33666 [15:56<03:28, 28.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2384/8416 [00:19<00:48, 123.38it/s]
    Epoch 2:  82%|████████▏ | 27634/33666 [15:56<03:28, 28.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2385/8416 [00:19<00:48, 123.38it/s]
    Epoch 2:  82%|████████▏ | 27635/33666 [15:56<03:28, 28.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2386/8416 [00:19<00:48, 123.38it/s]
    Epoch 2:  82%|████████▏ | 27636/33666 [15:56<03:28, 28.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2387/8416 [00:19<00:48, 123.38it/s]
    Epoch 2:  82%|████████▏ | 27637/33666 [15:56<03:28, 28.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2388/8416 [00:19<00:48, 123.38it/s]
    Epoch 2:  82%|████████▏ | 27638/33666 [15:56<03:28, 28.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2389/8416 [00:19<00:48, 123.38it/s]
    Epoch 2:  82%|████████▏ | 27639/33666 [15:56<03:28, 28.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2390/8416 [00:19<00:48, 123.38it/s]
    Epoch 2:  82%|████████▏ | 27640/33666 [15:56<03:28, 28.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2391/8416 [00:19<00:48, 123.38it/s]
    Epoch 2:  82%|████████▏ | 27641/33666 [15:56<03:28, 28.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2392/8416 [00:19<00:48, 123.37it/s]
    Epoch 2:  82%|████████▏ | 27642/33666 [15:56<03:28, 28.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2393/8416 [00:19<00:48, 123.37it/s]
    Epoch 2:  82%|████████▏ | 27643/33666 [15:56<03:28, 28.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2394/8416 [00:19<00:48, 123.37it/s]
    Epoch 2:  82%|████████▏ | 27644/33666 [15:56<03:28, 28.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2395/8416 [00:19<00:48, 123.37it/s]
    Epoch 2:  82%|████████▏ | 27645/33666 [15:56<03:28, 28.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2396/8416 [00:19<00:48, 123.37it/s]
    Epoch 2:  82%|████████▏ | 27646/33666 [15:56<03:28, 28.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2397/8416 [00:19<00:48, 123.37it/s]
    Epoch 2:  82%|████████▏ | 27647/33666 [15:56<03:28, 28.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2398/8416 [00:19<00:48, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27648/33666 [15:56<03:28, 28.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2399/8416 [00:19<00:48, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27649/33666 [15:56<03:28, 28.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2400/8416 [00:19<00:48, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27650/33666 [15:56<03:28, 28.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2401/8416 [00:19<00:48, 123.37it/s]
    Epoch 2:  82%|████████▏ | 27651/33666 [15:56<03:28, 28.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2402/8416 [00:19<00:48, 123.37it/s]
    Epoch 2:  82%|████████▏ | 27652/33666 [15:56<03:28, 28.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2403/8416 [00:19<00:48, 123.37it/s]
    Epoch 2:  82%|████████▏ | 27653/33666 [15:56<03:28, 28.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2404/8416 [00:19<00:48, 123.37it/s]
    Epoch 2:  82%|████████▏ | 27654/33666 [15:56<03:28, 28.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2405/8416 [00:19<00:48, 123.37it/s]
    Epoch 2:  82%|████████▏ | 27655/33666 [15:56<03:27, 28.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2406/8416 [00:19<00:48, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27656/33666 [15:56<03:27, 28.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2407/8416 [00:19<00:48, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27657/33666 [15:56<03:27, 28.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2408/8416 [00:19<00:48, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27658/33666 [15:56<03:27, 28.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2409/8416 [00:19<00:48, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27659/33666 [15:56<03:27, 28.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2410/8416 [00:19<00:48, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27660/33666 [15:56<03:27, 28.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2411/8416 [00:19<00:48, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27661/33666 [15:56<03:27, 28.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2412/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27662/33666 [15:56<03:27, 28.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2413/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27663/33666 [15:56<03:27, 28.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2414/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27664/33666 [15:57<03:27, 28.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2415/8416 [00:19<00:48, 123.34it/s]
    Epoch 2:  82%|████████▏ | 27665/33666 [15:57<03:27, 28.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2416/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27666/33666 [15:57<03:27, 28.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2417/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27667/33666 [15:57<03:27, 28.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2418/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27668/33666 [15:57<03:27, 28.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2419/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27669/33666 [15:57<03:27, 28.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2420/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27670/33666 [15:57<03:27, 28.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2421/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27671/33666 [15:57<03:27, 28.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2422/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27672/33666 [15:57<03:27, 28.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2423/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27673/33666 [15:57<03:27, 28.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2424/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27674/33666 [15:57<03:27, 28.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2425/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27675/33666 [15:57<03:27, 28.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2426/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27676/33666 [15:57<03:27, 28.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2427/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27677/33666 [15:57<03:27, 28.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2428/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27678/33666 [15:57<03:27, 28.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2429/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27679/33666 [15:57<03:27, 28.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2430/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27680/33666 [15:57<03:26, 28.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2431/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27681/33666 [15:57<03:26, 28.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2432/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27682/33666 [15:57<03:26, 28.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2433/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27683/33666 [15:57<03:26, 28.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2434/8416 [00:19<00:48, 123.34it/s]
    Epoch 2:  82%|████████▏ | 27684/33666 [15:57<03:26, 28.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2435/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27685/33666 [15:57<03:26, 28.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2436/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27686/33666 [15:57<03:26, 28.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2437/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27687/33666 [15:57<03:26, 28.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2438/8416 [00:19<00:48, 123.34it/s]
    Epoch 2:  82%|████████▏ | 27688/33666 [15:57<03:26, 28.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2439/8416 [00:19<00:48, 123.34it/s]
    Epoch 2:  82%|████████▏ | 27689/33666 [15:57<03:26, 28.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2440/8416 [00:19<00:48, 123.34it/s]
    Epoch 2:  82%|████████▏ | 27690/33666 [15:57<03:26, 28.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2441/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27691/33666 [15:57<03:26, 28.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2442/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27692/33666 [15:57<03:26, 28.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2443/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27693/33666 [15:57<03:26, 28.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2444/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27694/33666 [15:57<03:26, 28.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2445/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27695/33666 [15:57<03:26, 28.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2446/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27696/33666 [15:57<03:26, 28.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2447/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27697/33666 [15:57<03:26, 28.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2448/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27698/33666 [15:57<03:26, 28.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2449/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27699/33666 [15:57<03:26, 28.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2450/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27700/33666 [15:57<03:26, 28.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2451/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27701/33666 [15:57<03:26, 28.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2452/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27702/33666 [15:57<03:26, 28.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2453/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27703/33666 [15:57<03:26, 28.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2454/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27704/33666 [15:57<03:26, 28.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2455/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27705/33666 [15:57<03:25, 28.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2456/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27706/33666 [15:57<03:25, 28.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2457/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27707/33666 [15:57<03:25, 28.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2458/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27708/33666 [15:57<03:25, 28.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2459/8416 [00:19<00:48, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27709/33666 [15:57<03:25, 28.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2460/8416 [00:19<00:48, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27710/33666 [15:57<03:25, 28.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2461/8416 [00:19<00:48, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27711/33666 [15:57<03:25, 28.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2462/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27712/33666 [15:57<03:25, 28.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2463/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27713/33666 [15:57<03:25, 28.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2464/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27714/33666 [15:57<03:25, 28.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2465/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27715/33666 [15:57<03:25, 28.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2466/8416 [00:19<00:48, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27716/33666 [15:57<03:25, 28.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2467/8416 [00:19<00:48, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27717/33666 [15:57<03:25, 28.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2468/8416 [00:20<00:48, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27718/33666 [15:57<03:25, 28.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2469/8416 [00:20<00:48, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27719/33666 [15:57<03:25, 28.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2470/8416 [00:20<00:48, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27720/33666 [15:57<03:25, 28.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2471/8416 [00:20<00:48, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27721/33666 [15:57<03:25, 28.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2472/8416 [00:20<00:48, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27722/33666 [15:57<03:25, 28.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2473/8416 [00:20<00:48, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27723/33666 [15:57<03:25, 28.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2474/8416 [00:20<00:48, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27724/33666 [15:57<03:25, 28.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2475/8416 [00:20<00:48, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27725/33666 [15:57<03:25, 28.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2476/8416 [00:20<00:48, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27726/33666 [15:57<03:25, 28.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2477/8416 [00:20<00:48, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27727/33666 [15:57<03:25, 28.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2478/8416 [00:20<00:48, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27728/33666 [15:57<03:25, 28.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2479/8416 [00:20<00:48, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27729/33666 [15:57<03:25, 28.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2480/8416 [00:20<00:48, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27730/33666 [15:57<03:24, 28.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2481/8416 [00:20<00:48, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27731/33666 [15:57<03:24, 28.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2482/8416 [00:20<00:48, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27732/33666 [15:57<03:24, 28.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2483/8416 [00:20<00:48, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27733/33666 [15:57<03:24, 28.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2484/8416 [00:20<00:48, 123.37it/s]
    Epoch 2:  82%|████████▏ | 27734/33666 [15:57<03:24, 28.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2485/8416 [00:20<00:48, 123.37it/s]
    Epoch 2:  82%|████████▏ | 27735/33666 [15:57<03:24, 28.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2486/8416 [00:20<00:48, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27736/33666 [15:57<03:24, 28.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2487/8416 [00:20<00:48, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27737/33666 [15:57<03:24, 28.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2488/8416 [00:20<00:48, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27738/33666 [15:57<03:24, 28.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2489/8416 [00:20<00:48, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27739/33666 [15:57<03:24, 28.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2490/8416 [00:20<00:48, 123.37it/s]
    Epoch 2:  82%|████████▏ | 27740/33666 [15:57<03:24, 28.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2491/8416 [00:20<00:48, 123.37it/s]
    Epoch 2:  82%|████████▏ | 27741/33666 [15:57<03:24, 28.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2492/8416 [00:20<00:48, 123.37it/s]
    Epoch 2:  82%|████████▏ | 27742/33666 [15:57<03:24, 28.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2493/8416 [00:20<00:48, 123.37it/s]
    Epoch 2:  82%|████████▏ | 27743/33666 [15:57<03:24, 28.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2494/8416 [00:20<00:48, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27744/33666 [15:57<03:24, 28.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2495/8416 [00:20<00:47, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27745/33666 [15:57<03:24, 28.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2496/8416 [00:20<00:47, 123.37it/s]
    Epoch 2:  82%|████████▏ | 27746/33666 [15:57<03:24, 28.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2497/8416 [00:20<00:47, 123.37it/s]
    Epoch 2:  82%|████████▏ | 27747/33666 [15:57<03:24, 28.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2498/8416 [00:20<00:47, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27748/33666 [15:57<03:24, 28.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2499/8416 [00:20<00:47, 123.36it/s]
    Epoch 2:  82%|████████▏ | 27749/33666 [15:57<03:24, 28.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2500/8416 [00:20<00:47, 123.37it/s]
    Epoch 2:  82%|████████▏ | 27750/33666 [15:57<03:24, 28.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2501/8416 [00:20<00:47, 123.37it/s]
    Epoch 2:  82%|████████▏ | 27751/33666 [15:57<03:24, 28.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2502/8416 [00:20<00:47, 123.33it/s]
    Epoch 2:  82%|████████▏ | 27752/33666 [15:57<03:24, 28.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2503/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  82%|████████▏ | 27753/33666 [15:57<03:24, 28.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2504/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  82%|████████▏ | 27754/33666 [15:57<03:24, 28.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2505/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  82%|████████▏ | 27755/33666 [15:57<03:23, 28.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2506/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  82%|████████▏ | 27756/33666 [15:57<03:23, 28.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2507/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  82%|████████▏ | 27757/33666 [15:57<03:23, 28.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2508/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  82%|████████▏ | 27758/33666 [15:57<03:23, 28.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2509/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  82%|████████▏ | 27759/33666 [15:57<03:23, 28.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2510/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  82%|████████▏ | 27760/33666 [15:57<03:23, 28.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2511/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  82%|████████▏ | 27761/33666 [15:57<03:23, 28.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2512/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  82%|████████▏ | 27762/33666 [15:57<03:23, 28.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2513/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  82%|████████▏ | 27763/33666 [15:57<03:23, 28.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2514/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  82%|████████▏ | 27764/33666 [15:57<03:23, 28.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2515/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  82%|████████▏ | 27765/33666 [15:57<03:23, 28.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2516/8416 [00:20<00:47, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27766/33666 [15:57<03:23, 28.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2517/8416 [00:20<00:47, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27767/33666 [15:57<03:23, 28.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2518/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  82%|████████▏ | 27768/33666 [15:57<03:23, 28.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2519/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  82%|████████▏ | 27769/33666 [15:57<03:23, 28.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2520/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  82%|████████▏ | 27770/33666 [15:57<03:23, 28.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2521/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  82%|████████▏ | 27771/33666 [15:57<03:23, 28.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2522/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  82%|████████▏ | 27772/33666 [15:57<03:23, 28.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2523/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  82%|████████▏ | 27773/33666 [15:57<03:23, 28.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2524/8416 [00:20<00:47, 123.35it/s]
    Epoch 2:  82%|████████▏ | 27774/33666 [15:57<03:23, 28.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|███       | 2525/8416 [00:20<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27775/33666 [15:57<03:23, 29.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|███       | 2526/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  83%|████████▎ | 27776/33666 [15:57<03:23, 29.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|███       | 2527/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  83%|████████▎ | 27777/33666 [15:57<03:23, 29.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|███       | 2528/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  83%|████████▎ | 27778/33666 [15:57<03:23, 29.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|███       | 2529/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  83%|████████▎ | 27779/33666 [15:57<03:23, 29.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|███       | 2530/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  83%|████████▎ | 27780/33666 [15:57<03:22, 29.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|███       | 2531/8416 [00:20<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27781/33666 [15:57<03:22, 29.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|███       | 2532/8416 [00:20<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27782/33666 [15:57<03:22, 29.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|███       | 2533/8416 [00:20<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27783/33666 [15:57<03:22, 29.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|███       | 2534/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  83%|████████▎ | 27784/33666 [15:57<03:22, 29.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|███       | 2535/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  83%|████████▎ | 27785/33666 [15:57<03:22, 29.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|███       | 2536/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  83%|████████▎ | 27786/33666 [15:57<03:22, 29.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|███       | 2537/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  83%|████████▎ | 27787/33666 [15:58<03:22, 29.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|███       | 2538/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  83%|████████▎ | 27788/33666 [15:58<03:22, 29.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|███       | 2539/8416 [00:20<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27789/33666 [15:58<03:22, 29.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|███       | 2540/8416 [00:20<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27790/33666 [15:58<03:22, 29.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|███       | 2541/8416 [00:20<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27791/33666 [15:58<03:22, 29.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|███       | 2542/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  83%|████████▎ | 27792/33666 [15:58<03:22, 29.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|███       | 2543/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  83%|████████▎ | 27793/33666 [15:58<03:22, 29.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|███       | 2544/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  83%|████████▎ | 27794/33666 [15:58<03:22, 29.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|███       | 2545/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  83%|████████▎ | 27795/33666 [15:58<03:22, 29.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|███       | 2546/8416 [00:20<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27796/33666 [15:58<03:22, 29.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|███       | 2547/8416 [00:20<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27797/33666 [15:58<03:22, 29.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|███       | 2548/8416 [00:20<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27798/33666 [15:58<03:22, 29.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|███       | 2549/8416 [00:20<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27799/33666 [15:58<03:22, 29.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|███       | 2550/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  83%|████████▎ | 27800/33666 [15:58<03:22, 29.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|███       | 2551/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  83%|████████▎ | 27801/33666 [15:58<03:22, 29.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|███       | 2552/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  83%|████████▎ | 27802/33666 [15:58<03:22, 29.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|███       | 2553/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  83%|████████▎ | 27803/33666 [15:58<03:22, 29.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|███       | 2554/8416 [00:20<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27804/33666 [15:58<03:22, 29.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|███       | 2555/8416 [00:20<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27805/33666 [15:58<03:21, 29.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|███       | 2556/8416 [00:20<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27806/33666 [15:58<03:21, 29.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|███       | 2557/8416 [00:20<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27807/33666 [15:58<03:21, 29.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|███       | 2558/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  83%|████████▎ | 27808/33666 [15:58<03:21, 29.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|███       | 2559/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  83%|████████▎ | 27809/33666 [15:58<03:21, 29.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|███       | 2560/8416 [00:20<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27810/33666 [15:58<03:21, 29.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|███       | 2561/8416 [00:20<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27811/33666 [15:58<03:21, 29.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|███       | 2562/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  83%|████████▎ | 27812/33666 [15:58<03:21, 29.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|███       | 2563/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  83%|████████▎ | 27813/33666 [15:58<03:21, 29.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|███       | 2564/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  83%|████████▎ | 27814/33666 [15:58<03:21, 29.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|███       | 2565/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  83%|████████▎ | 27815/33666 [15:58<03:21, 29.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  30%|███       | 2566/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  83%|████████▎ | 27816/33666 [15:58<03:21, 29.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2567/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  83%|████████▎ | 27817/33666 [15:58<03:21, 29.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2568/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  83%|████████▎ | 27818/33666 [15:58<03:21, 29.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2569/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  83%|████████▎ | 27819/33666 [15:58<03:21, 29.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2570/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  83%|████████▎ | 27820/33666 [15:58<03:21, 29.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2571/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  83%|████████▎ | 27821/33666 [15:58<03:21, 29.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2572/8416 [00:20<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27822/33666 [15:58<03:21, 29.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2573/8416 [00:20<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27823/33666 [15:58<03:21, 29.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2574/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  83%|████████▎ | 27824/33666 [15:58<03:21, 29.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2575/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  83%|████████▎ | 27825/33666 [15:58<03:21, 29.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2576/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  83%|████████▎ | 27826/33666 [15:58<03:21, 29.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2577/8416 [00:20<00:47, 123.34it/s]
    Epoch 2:  83%|████████▎ | 27827/33666 [15:58<03:21, 29.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2578/8416 [00:20<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27828/33666 [15:58<03:21, 29.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2579/8416 [00:20<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27829/33666 [15:58<03:21, 29.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2580/8416 [00:20<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27830/33666 [15:58<03:20, 29.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2581/8416 [00:20<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27831/33666 [15:58<03:20, 29.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2582/8416 [00:20<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27832/33666 [15:58<03:20, 29.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2583/8416 [00:20<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27833/33666 [15:58<03:20, 29.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2584/8416 [00:20<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27834/33666 [15:58<03:20, 29.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2585/8416 [00:20<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27835/33666 [15:58<03:20, 29.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2586/8416 [00:20<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27836/33666 [15:58<03:20, 29.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2587/8416 [00:20<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27837/33666 [15:58<03:20, 29.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2588/8416 [00:20<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27838/33666 [15:58<03:20, 29.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2589/8416 [00:20<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27839/33666 [15:58<03:20, 29.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2590/8416 [00:20<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27840/33666 [15:58<03:20, 29.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2591/8416 [00:21<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27841/33666 [15:58<03:20, 29.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2592/8416 [00:21<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27842/33666 [15:58<03:20, 29.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2593/8416 [00:21<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27843/33666 [15:58<03:20, 29.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2594/8416 [00:21<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27844/33666 [15:58<03:20, 29.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2595/8416 [00:21<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27845/33666 [15:58<03:20, 29.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2596/8416 [00:21<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27846/33666 [15:58<03:20, 29.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2597/8416 [00:21<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27847/33666 [15:58<03:20, 29.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2598/8416 [00:21<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27848/33666 [15:58<03:20, 29.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2599/8416 [00:21<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27849/33666 [15:58<03:20, 29.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2600/8416 [00:21<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27850/33666 [15:58<03:20, 29.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2601/8416 [00:21<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27851/33666 [15:58<03:20, 29.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2602/8416 [00:21<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27852/33666 [15:58<03:20, 29.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2603/8416 [00:21<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27853/33666 [15:58<03:20, 29.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2604/8416 [00:21<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27854/33666 [15:58<03:20, 29.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2605/8416 [00:21<00:47, 123.35it/s]
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    Validation DataLoader 0:  31%|███       | 2607/8416 [00:21<00:47, 123.35it/s]
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    Validation DataLoader 0:  31%|███       | 2608/8416 [00:21<00:47, 123.35it/s]
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    Validation DataLoader 0:  31%|███       | 2609/8416 [00:21<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27859/33666 [15:58<03:19, 29.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2610/8416 [00:21<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27860/33666 [15:58<03:19, 29.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2611/8416 [00:21<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27861/33666 [15:58<03:19, 29.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2612/8416 [00:21<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27862/33666 [15:58<03:19, 29.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2613/8416 [00:21<00:47, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27863/33666 [15:58<03:19, 29.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2614/8416 [00:21<00:47, 123.35it/s]
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    Validation DataLoader 0:  31%|███       | 2615/8416 [00:21<00:47, 123.35it/s]
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    Validation DataLoader 0:  31%|███       | 2616/8416 [00:21<00:47, 123.35it/s]
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    Validation DataLoader 0:  31%|███       | 2617/8416 [00:21<00:47, 123.35it/s]
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    Validation DataLoader 0:  31%|███       | 2618/8416 [00:21<00:47, 123.35it/s]
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    Validation DataLoader 0:  31%|███       | 2619/8416 [00:21<00:46, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27869/33666 [15:58<03:19, 29.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2620/8416 [00:21<00:46, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27870/33666 [15:58<03:19, 29.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2621/8416 [00:21<00:46, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27871/33666 [15:58<03:19, 29.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2622/8416 [00:21<00:46, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27872/33666 [15:58<03:19, 29.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2623/8416 [00:21<00:46, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27873/33666 [15:58<03:19, 29.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2624/8416 [00:21<00:46, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27874/33666 [15:58<03:19, 29.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2625/8416 [00:21<00:46, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27875/33666 [15:58<03:19, 29.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2626/8416 [00:21<00:46, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27876/33666 [15:58<03:19, 29.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2627/8416 [00:21<00:46, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27877/33666 [15:58<03:19, 29.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2628/8416 [00:21<00:46, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27878/33666 [15:58<03:19, 29.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███       | 2629/8416 [00:21<00:46, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27879/33666 [15:58<03:19, 29.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███▏      | 2630/8416 [00:21<00:46, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27880/33666 [15:58<03:18, 29.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███▏      | 2631/8416 [00:21<00:46, 123.34it/s]
    Epoch 2:  83%|████████▎ | 27881/33666 [15:58<03:18, 29.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███▏      | 2632/8416 [00:21<00:46, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27882/33666 [15:58<03:18, 29.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███▏      | 2633/8416 [00:21<00:46, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27883/33666 [15:58<03:18, 29.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███▏      | 2634/8416 [00:21<00:46, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27884/33666 [15:58<03:18, 29.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███▏      | 2635/8416 [00:21<00:46, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27885/33666 [15:58<03:18, 29.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███▏      | 2636/8416 [00:21<00:46, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27886/33666 [15:58<03:18, 29.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███▏      | 2637/8416 [00:21<00:46, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27887/33666 [15:58<03:18, 29.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███▏      | 2638/8416 [00:21<00:46, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27888/33666 [15:58<03:18, 29.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███▏      | 2639/8416 [00:21<00:46, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27889/33666 [15:58<03:18, 29.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███▏      | 2640/8416 [00:21<00:46, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27890/33666 [15:58<03:18, 29.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███▏      | 2641/8416 [00:21<00:46, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27891/33666 [15:58<03:18, 29.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███▏      | 2642/8416 [00:21<00:46, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27892/33666 [15:58<03:18, 29.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███▏      | 2643/8416 [00:21<00:46, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27893/33666 [15:58<03:18, 29.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███▏      | 2644/8416 [00:21<00:46, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27894/33666 [15:58<03:18, 29.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███▏      | 2645/8416 [00:21<00:46, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27895/33666 [15:58<03:18, 29.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███▏      | 2646/8416 [00:21<00:46, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27896/33666 [15:58<03:18, 29.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███▏      | 2647/8416 [00:21<00:46, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27897/33666 [15:58<03:18, 29.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███▏      | 2648/8416 [00:21<00:46, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27898/33666 [15:58<03:18, 29.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███▏      | 2649/8416 [00:21<00:46, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27899/33666 [15:58<03:18, 29.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███▏      | 2650/8416 [00:21<00:46, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27900/33666 [15:58<03:18, 29.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  31%|███▏      | 2651/8416 [00:21<00:46, 123.35it/s]
    Epoch 2:  83%|████████▎ | 27901/33666 [15:58<03:18, 29.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2652/8416 [00:21<00:46, 123.34it/s]
    Epoch 2:  83%|████████▎ | 27902/33666 [15:58<03:18, 29.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2653/8416 [00:21<00:46, 123.34it/s]
    Epoch 2:  83%|████████▎ | 27903/33666 [15:58<03:18, 29.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2654/8416 [00:21<00:46, 123.34it/s]
    Epoch 2:  83%|████████▎ | 27904/33666 [15:58<03:18, 29.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2655/8416 [00:21<00:46, 123.34it/s]
    Epoch 2:  83%|████████▎ | 27905/33666 [15:58<03:17, 29.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2656/8416 [00:21<00:46, 123.34it/s]
    Epoch 2:  83%|████████▎ | 27906/33666 [15:58<03:17, 29.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2657/8416 [00:21<00:46, 123.34it/s]
    Epoch 2:  83%|████████▎ | 27907/33666 [15:58<03:17, 29.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2658/8416 [00:21<00:46, 123.34it/s]
    Epoch 2:  83%|████████▎ | 27908/33666 [15:58<03:17, 29.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2659/8416 [00:21<00:46, 123.33it/s]
    Epoch 2:  83%|████████▎ | 27909/33666 [15:58<03:17, 29.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2660/8416 [00:21<00:46, 123.33it/s]
    Epoch 2:  83%|████████▎ | 27910/33666 [15:59<03:17, 29.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2661/8416 [00:21<00:46, 123.33it/s]
    Epoch 2:  83%|████████▎ | 27911/33666 [15:59<03:17, 29.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2662/8416 [00:21<00:46, 123.32it/s]
    Epoch 2:  83%|████████▎ | 27912/33666 [15:59<03:17, 29.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2663/8416 [00:21<00:46, 123.32it/s]
    Epoch 2:  83%|████████▎ | 27913/33666 [15:59<03:17, 29.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2664/8416 [00:21<00:46, 123.32it/s]
    Epoch 2:  83%|████████▎ | 27914/33666 [15:59<03:17, 29.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2665/8416 [00:21<00:46, 123.32it/s]
    Epoch 2:  83%|████████▎ | 27915/33666 [15:59<03:17, 29.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2666/8416 [00:21<00:46, 123.32it/s]
    Epoch 2:  83%|████████▎ | 27916/33666 [15:59<03:17, 29.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2667/8416 [00:21<00:46, 123.32it/s]
    Epoch 2:  83%|████████▎ | 27917/33666 [15:59<03:17, 29.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2668/8416 [00:21<00:46, 123.33it/s]
    Epoch 2:  83%|████████▎ | 27918/33666 [15:59<03:17, 29.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2669/8416 [00:21<00:46, 123.33it/s]
    Epoch 2:  83%|████████▎ | 27919/33666 [15:59<03:17, 29.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2670/8416 [00:21<00:46, 123.32it/s]
    Epoch 2:  83%|████████▎ | 27920/33666 [15:59<03:17, 29.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2671/8416 [00:21<00:46, 123.32it/s]
    Epoch 2:  83%|████████▎ | 27921/33666 [15:59<03:17, 29.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2672/8416 [00:21<00:46, 123.32it/s]
    Epoch 2:  83%|████████▎ | 27922/33666 [15:59<03:17, 29.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2673/8416 [00:21<00:46, 123.32it/s]
    Epoch 2:  83%|████████▎ | 27923/33666 [15:59<03:17, 29.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2674/8416 [00:21<00:46, 123.32it/s]
    Epoch 2:  83%|████████▎ | 27924/33666 [15:59<03:17, 29.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2675/8416 [00:21<00:46, 123.33it/s]
    Epoch 2:  83%|████████▎ | 27925/33666 [15:59<03:17, 29.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2676/8416 [00:21<00:46, 123.33it/s]
    Epoch 2:  83%|████████▎ | 27926/33666 [15:59<03:17, 29.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2677/8416 [00:21<00:46, 123.33it/s]
    Epoch 2:  83%|████████▎ | 27927/33666 [15:59<03:17, 29.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2678/8416 [00:21<00:46, 123.32it/s]
    Epoch 2:  83%|████████▎ | 27928/33666 [15:59<03:17, 29.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2679/8416 [00:21<00:46, 123.32it/s]
    Epoch 2:  83%|████████▎ | 27929/33666 [15:59<03:17, 29.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2680/8416 [00:21<00:46, 123.32it/s]
    Epoch 2:  83%|████████▎ | 27930/33666 [15:59<03:16, 29.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2681/8416 [00:21<00:46, 123.31it/s]
    Epoch 2:  83%|████████▎ | 27931/33666 [15:59<03:16, 29.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2682/8416 [00:21<00:46, 123.31it/s]
    Epoch 2:  83%|████████▎ | 27932/33666 [15:59<03:16, 29.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2683/8416 [00:21<00:46, 123.31it/s]
    Epoch 2:  83%|████████▎ | 27933/33666 [15:59<03:16, 29.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2684/8416 [00:21<00:46, 123.31it/s]
    Epoch 2:  83%|████████▎ | 27934/33666 [15:59<03:16, 29.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2685/8416 [00:21<00:46, 123.31it/s]
    Epoch 2:  83%|████████▎ | 27935/33666 [15:59<03:16, 29.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2686/8416 [00:21<00:46, 123.31it/s]
    Epoch 2:  83%|████████▎ | 27936/33666 [15:59<03:16, 29.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2687/8416 [00:21<00:46, 123.31it/s]
    Epoch 2:  83%|████████▎ | 27937/33666 [15:59<03:16, 29.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2688/8416 [00:21<00:46, 123.31it/s]
    Epoch 2:  83%|████████▎ | 27938/33666 [15:59<03:16, 29.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2689/8416 [00:21<00:46, 123.31it/s]
    Epoch 2:  83%|████████▎ | 27939/33666 [15:59<03:16, 29.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2690/8416 [00:21<00:46, 123.30it/s]
    Epoch 2:  83%|████████▎ | 27940/33666 [15:59<03:16, 29.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2691/8416 [00:21<00:46, 123.30it/s]
    Epoch 2:  83%|████████▎ | 27941/33666 [15:59<03:16, 29.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2692/8416 [00:21<00:46, 123.31it/s]
    Epoch 2:  83%|████████▎ | 27942/33666 [15:59<03:16, 29.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2693/8416 [00:21<00:46, 123.31it/s]
    Epoch 2:  83%|████████▎ | 27943/33666 [15:59<03:16, 29.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2694/8416 [00:21<00:46, 123.30it/s]
    Epoch 2:  83%|████████▎ | 27944/33666 [15:59<03:16, 29.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2695/8416 [00:21<00:46, 123.30it/s]
    Epoch 2:  83%|████████▎ | 27945/33666 [15:59<03:16, 29.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2696/8416 [00:21<00:46, 123.30it/s]
    Epoch 2:  83%|████████▎ | 27946/33666 [15:59<03:16, 29.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2697/8416 [00:21<00:46, 123.30it/s]
    Epoch 2:  83%|████████▎ | 27947/33666 [15:59<03:16, 29.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2698/8416 [00:21<00:46, 123.30it/s]
    Epoch 2:  83%|████████▎ | 27948/33666 [15:59<03:16, 29.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2699/8416 [00:21<00:46, 123.30it/s]
    Epoch 2:  83%|████████▎ | 27949/33666 [15:59<03:16, 29.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2700/8416 [00:21<00:46, 123.30it/s]
    Epoch 2:  83%|████████▎ | 27950/33666 [15:59<03:16, 29.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2701/8416 [00:21<00:46, 123.30it/s]
    Epoch 2:  83%|████████▎ | 27951/33666 [15:59<03:16, 29.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2702/8416 [00:21<00:46, 123.29it/s]
    Epoch 2:  83%|████████▎ | 27952/33666 [15:59<03:16, 29.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2703/8416 [00:21<00:46, 123.29it/s]
    Epoch 2:  83%|████████▎ | 27953/33666 [15:59<03:16, 29.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2704/8416 [00:21<00:46, 123.29it/s]
    Epoch 2:  83%|████████▎ | 27954/33666 [15:59<03:16, 29.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2705/8416 [00:21<00:46, 123.29it/s]
    Epoch 2:  83%|████████▎ | 27955/33666 [15:59<03:15, 29.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2706/8416 [00:21<00:46, 123.29it/s]
    Epoch 2:  83%|████████▎ | 27956/33666 [15:59<03:15, 29.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2707/8416 [00:21<00:46, 123.30it/s]
    Epoch 2:  83%|████████▎ | 27957/33666 [15:59<03:15, 29.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2708/8416 [00:21<00:46, 123.30it/s]
    Epoch 2:  83%|████████▎ | 27958/33666 [15:59<03:15, 29.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2709/8416 [00:21<00:46, 123.30it/s]
    Epoch 2:  83%|████████▎ | 27959/33666 [15:59<03:15, 29.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2710/8416 [00:21<00:46, 123.29it/s]
    Epoch 2:  83%|████████▎ | 27960/33666 [15:59<03:15, 29.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2711/8416 [00:21<00:46, 123.29it/s]
    Epoch 2:  83%|████████▎ | 27961/33666 [15:59<03:15, 29.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2712/8416 [00:21<00:46, 123.29it/s]
    Epoch 2:  83%|████████▎ | 27962/33666 [15:59<03:15, 29.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2713/8416 [00:22<00:46, 123.26it/s]
    Epoch 2:  83%|████████▎ | 27963/33666 [15:59<03:15, 29.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2714/8416 [00:22<00:46, 123.26it/s]
    Epoch 2:  83%|████████▎ | 27964/33666 [15:59<03:15, 29.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2715/8416 [00:22<00:46, 123.26it/s]
    Epoch 2:  83%|████████▎ | 27965/33666 [15:59<03:15, 29.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2716/8416 [00:22<00:46, 123.27it/s]
    Epoch 2:  83%|████████▎ | 27966/33666 [15:59<03:15, 29.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2717/8416 [00:22<00:46, 123.26it/s]
    Epoch 2:  83%|████████▎ | 27967/33666 [15:59<03:15, 29.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2718/8416 [00:22<00:46, 123.26it/s]
    Epoch 2:  83%|████████▎ | 27968/33666 [15:59<03:15, 29.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2719/8416 [00:22<00:46, 123.26it/s]
    Epoch 2:  83%|████████▎ | 27969/33666 [15:59<03:15, 29.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2720/8416 [00:22<00:46, 123.26it/s]
    Epoch 2:  83%|████████▎ | 27970/33666 [15:59<03:15, 29.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2721/8416 [00:22<00:46, 123.26it/s]
    Epoch 2:  83%|████████▎ | 27971/33666 [15:59<03:15, 29.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2722/8416 [00:22<00:46, 123.25it/s]
    Epoch 2:  83%|████████▎ | 27972/33666 [15:59<03:15, 29.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2723/8416 [00:22<00:46, 123.25it/s]
    Epoch 2:  83%|████████▎ | 27973/33666 [15:59<03:15, 29.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2724/8416 [00:22<00:46, 123.25it/s]
    Epoch 2:  83%|████████▎ | 27974/33666 [15:59<03:15, 29.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2725/8416 [00:22<00:46, 123.25it/s]
    Epoch 2:  83%|████████▎ | 27975/33666 [15:59<03:15, 29.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2726/8416 [00:22<00:46, 123.25it/s]
    Epoch 2:  83%|████████▎ | 27976/33666 [15:59<03:15, 29.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2727/8416 [00:22<00:46, 123.25it/s]
    Epoch 2:  83%|████████▎ | 27977/33666 [15:59<03:15, 29.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2728/8416 [00:22<00:46, 123.24it/s]
    Epoch 2:  83%|████████▎ | 27978/33666 [15:59<03:15, 29.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2729/8416 [00:22<00:46, 123.25it/s]
    Epoch 2:  83%|████████▎ | 27979/33666 [15:59<03:15, 29.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2730/8416 [00:22<00:46, 123.25it/s]
    Epoch 2:  83%|████████▎ | 27980/33666 [15:59<03:15, 29.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2731/8416 [00:22<00:46, 123.25it/s]
    Epoch 2:  83%|████████▎ | 27981/33666 [15:59<03:14, 29.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2732/8416 [00:22<00:46, 123.25it/s]
    Epoch 2:  83%|████████▎ | 27982/33666 [15:59<03:14, 29.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2733/8416 [00:22<00:46, 123.25it/s]
    Epoch 2:  83%|████████▎ | 27983/33666 [15:59<03:14, 29.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2734/8416 [00:22<00:46, 123.24it/s]
    Epoch 2:  83%|████████▎ | 27984/33666 [15:59<03:14, 29.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2735/8416 [00:22<00:46, 123.24it/s]
    Epoch 2:  83%|████████▎ | 27985/33666 [15:59<03:14, 29.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2736/8416 [00:22<00:46, 123.24it/s]
    Epoch 2:  83%|████████▎ | 27986/33666 [15:59<03:14, 29.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2737/8416 [00:22<00:46, 123.24it/s]
    Epoch 2:  83%|████████▎ | 27987/33666 [15:59<03:14, 29.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2738/8416 [00:22<00:46, 123.24it/s]
    Epoch 2:  83%|████████▎ | 27988/33666 [15:59<03:14, 29.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2739/8416 [00:22<00:46, 123.24it/s]
    Epoch 2:  83%|████████▎ | 27989/33666 [15:59<03:14, 29.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2740/8416 [00:22<00:46, 123.24it/s]
    Epoch 2:  83%|████████▎ | 27990/33666 [15:59<03:14, 29.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2741/8416 [00:22<00:46, 123.23it/s]
    Epoch 2:  83%|████████▎ | 27991/33666 [15:59<03:14, 29.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2742/8416 [00:22<00:46, 123.23it/s]
    Epoch 2:  83%|████████▎ | 27992/33666 [15:59<03:14, 29.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2743/8416 [00:22<00:46, 123.23it/s]
    Epoch 2:  83%|████████▎ | 27993/33666 [15:59<03:14, 29.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2744/8416 [00:22<00:46, 123.23it/s]
    Epoch 2:  83%|████████▎ | 27994/33666 [15:59<03:14, 29.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2745/8416 [00:22<00:46, 123.23it/s]
    Epoch 2:  83%|████████▎ | 27995/33666 [15:59<03:14, 29.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2746/8416 [00:22<00:46, 123.23it/s]
    Epoch 2:  83%|████████▎ | 27996/33666 [15:59<03:14, 29.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2747/8416 [00:22<00:46, 123.24it/s]
    Epoch 2:  83%|████████▎ | 27997/33666 [15:59<03:14, 29.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2748/8416 [00:22<00:45, 123.24it/s]
    Epoch 2:  83%|████████▎ | 27998/33666 [15:59<03:14, 29.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2749/8416 [00:22<00:45, 123.24it/s]
    Epoch 2:  83%|████████▎ | 27999/33666 [15:59<03:14, 29.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2750/8416 [00:22<00:45, 123.23it/s]
    Epoch 2:  83%|████████▎ | 28000/33666 [15:59<03:14, 29.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2751/8416 [00:22<00:45, 123.23it/s]
    Epoch 2:  83%|████████▎ | 28001/33666 [15:59<03:14, 29.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2752/8416 [00:22<00:45, 123.23it/s]
    Epoch 2:  83%|████████▎ | 28002/33666 [15:59<03:14, 29.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2753/8416 [00:22<00:45, 123.24it/s]
    Epoch 2:  83%|████████▎ | 28003/33666 [15:59<03:14, 29.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2754/8416 [00:22<00:45, 123.23it/s]
    Epoch 2:  83%|████████▎ | 28004/33666 [15:59<03:14, 29.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2755/8416 [00:22<00:45, 123.23it/s]
    Epoch 2:  83%|████████▎ | 28005/33666 [15:59<03:14, 29.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2756/8416 [00:22<00:45, 123.23it/s]
    Epoch 2:  83%|████████▎ | 28006/33666 [15:59<03:13, 29.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2757/8416 [00:22<00:45, 123.23it/s]
    Epoch 2:  83%|████████▎ | 28007/33666 [15:59<03:13, 29.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2758/8416 [00:22<00:45, 123.23it/s]
    Epoch 2:  83%|████████▎ | 28008/33666 [15:59<03:13, 29.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2759/8416 [00:22<00:45, 123.23it/s]
    Epoch 2:  83%|████████▎ | 28009/33666 [15:59<03:13, 29.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2760/8416 [00:22<00:45, 123.23it/s]
    Epoch 2:  83%|████████▎ | 28010/33666 [15:59<03:13, 29.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2761/8416 [00:22<00:45, 123.23it/s]
    Epoch 2:  83%|████████▎ | 28011/33666 [15:59<03:13, 29.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2762/8416 [00:22<00:45, 123.24it/s]
    Epoch 2:  83%|████████▎ | 28012/33666 [15:59<03:13, 29.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2763/8416 [00:22<00:45, 123.24it/s]
    Epoch 2:  83%|████████▎ | 28013/33666 [15:59<03:13, 29.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2764/8416 [00:22<00:45, 123.24it/s]
    Epoch 2:  83%|████████▎ | 28014/33666 [15:59<03:13, 29.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2765/8416 [00:22<00:45, 123.24it/s]
    Epoch 2:  83%|████████▎ | 28015/33666 [15:59<03:13, 29.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2766/8416 [00:22<00:45, 123.24it/s]
    Epoch 2:  83%|████████▎ | 28016/33666 [15:59<03:13, 29.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2767/8416 [00:22<00:45, 123.24it/s]
    Epoch 2:  83%|████████▎ | 28017/33666 [15:59<03:13, 29.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2768/8416 [00:22<00:45, 123.24it/s]
    Epoch 2:  83%|████████▎ | 28018/33666 [15:59<03:13, 29.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2769/8416 [00:22<00:45, 123.24it/s]
    Epoch 2:  83%|████████▎ | 28019/33666 [15:59<03:13, 29.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2770/8416 [00:22<00:45, 123.24it/s]
    Epoch 2:  83%|████████▎ | 28020/33666 [15:59<03:13, 29.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2771/8416 [00:22<00:45, 123.24it/s]
    Epoch 2:  83%|████████▎ | 28021/33666 [15:59<03:13, 29.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2772/8416 [00:22<00:45, 123.24it/s]
    Epoch 2:  83%|████████▎ | 28022/33666 [15:59<03:13, 29.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2773/8416 [00:22<00:45, 123.24it/s]
    Epoch 2:  83%|████████▎ | 28023/33666 [15:59<03:13, 29.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2774/8416 [00:22<00:45, 123.24it/s]
    Epoch 2:  83%|████████▎ | 28024/33666 [15:59<03:13, 29.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2775/8416 [00:22<00:45, 123.24it/s]
    Epoch 2:  83%|████████▎ | 28025/33666 [15:59<03:13, 29.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2776/8416 [00:22<00:45, 123.24it/s]
    Epoch 2:  83%|████████▎ | 28026/33666 [15:59<03:13, 29.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2777/8416 [00:22<00:45, 123.24it/s]
    Epoch 2:  83%|████████▎ | 28027/33666 [15:59<03:13, 29.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2778/8416 [00:22<00:45, 123.24it/s]
    Epoch 2:  83%|████████▎ | 28028/33666 [15:59<03:13, 29.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2779/8416 [00:22<00:45, 123.24it/s]
    Epoch 2:  83%|████████▎ | 28029/33666 [15:59<03:13, 29.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2780/8416 [00:22<00:45, 123.24it/s]
    Epoch 2:  83%|████████▎ | 28030/33666 [15:59<03:13, 29.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2781/8416 [00:22<00:45, 123.24it/s]
    Epoch 2:  83%|████████▎ | 28031/33666 [16:00<03:12, 29.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2782/8416 [00:22<00:45, 123.24it/s]
    Epoch 2:  83%|████████▎ | 28032/33666 [16:00<03:12, 29.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2783/8416 [00:22<00:45, 123.24it/s]
    Epoch 2:  83%|████████▎ | 28033/33666 [16:00<03:12, 29.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2784/8416 [00:22<00:45, 123.24it/s]
    Epoch 2:  83%|████████▎ | 28034/33666 [16:00<03:12, 29.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2785/8416 [00:22<00:45, 123.24it/s]
    Epoch 2:  83%|████████▎ | 28035/33666 [16:00<03:12, 29.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2786/8416 [00:22<00:45, 123.24it/s]
    Epoch 2:  83%|████████▎ | 28036/33666 [16:00<03:12, 29.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2787/8416 [00:22<00:45, 123.25it/s]
    Epoch 2:  83%|████████▎ | 28037/33666 [16:00<03:12, 29.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2788/8416 [00:22<00:45, 123.25it/s]
    Epoch 2:  83%|████████▎ | 28038/33666 [16:00<03:12, 29.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2789/8416 [00:22<00:45, 123.25it/s]
    Epoch 2:  83%|████████▎ | 28039/33666 [16:00<03:12, 29.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2790/8416 [00:22<00:45, 123.24it/s]
    Epoch 2:  83%|████████▎ | 28040/33666 [16:00<03:12, 29.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2791/8416 [00:22<00:45, 123.24it/s]
    Epoch 2:  83%|████████▎ | 28041/33666 [16:00<03:12, 29.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2792/8416 [00:22<00:45, 123.24it/s]
    Epoch 2:  83%|████████▎ | 28042/33666 [16:00<03:12, 29.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2793/8416 [00:22<00:45, 123.25it/s]
    Epoch 2:  83%|████████▎ | 28043/33666 [16:00<03:12, 29.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2794/8416 [00:22<00:45, 123.25it/s]
    Epoch 2:  83%|████████▎ | 28044/33666 [16:00<03:12, 29.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2795/8416 [00:22<00:45, 123.25it/s]
    Epoch 2:  83%|████████▎ | 28045/33666 [16:00<03:12, 29.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2796/8416 [00:22<00:45, 123.25it/s]
    Epoch 2:  83%|████████▎ | 28046/33666 [16:00<03:12, 29.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2797/8416 [00:22<00:45, 123.25it/s]
    Epoch 2:  83%|████████▎ | 28047/33666 [16:00<03:12, 29.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2798/8416 [00:22<00:45, 123.25it/s]
    Epoch 2:  83%|████████▎ | 28048/33666 [16:00<03:12, 29.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2799/8416 [00:22<00:45, 123.25it/s]
    Epoch 2:  83%|████████▎ | 28049/33666 [16:00<03:12, 29.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2800/8416 [00:22<00:45, 123.25it/s]
    Epoch 2:  83%|████████▎ | 28050/33666 [16:00<03:12, 29.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2801/8416 [00:22<00:45, 123.25it/s]
    Epoch 2:  83%|████████▎ | 28051/33666 [16:00<03:12, 29.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2802/8416 [00:22<00:45, 123.24it/s]
    Epoch 2:  83%|████████▎ | 28052/33666 [16:00<03:12, 29.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2803/8416 [00:22<00:45, 123.24it/s]
    Epoch 2:  83%|████████▎ | 28053/33666 [16:00<03:12, 29.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2804/8416 [00:22<00:45, 123.24it/s]
    Epoch 2:  83%|████████▎ | 28054/33666 [16:00<03:12, 29.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2805/8416 [00:22<00:45, 123.24it/s]
    Epoch 2:  83%|████████▎ | 28055/33666 [16:00<03:12, 29.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2806/8416 [00:22<00:45, 123.24it/s]
    Epoch 2:  83%|████████▎ | 28056/33666 [16:00<03:12, 29.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2807/8416 [00:22<00:45, 123.24it/s]
    Epoch 2:  83%|████████▎ | 28057/33666 [16:00<03:11, 29.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2808/8416 [00:22<00:45, 123.23it/s]
    Epoch 2:  83%|████████▎ | 28058/33666 [16:00<03:11, 29.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2809/8416 [00:22<00:45, 123.23it/s]
    Epoch 2:  83%|████████▎ | 28059/33666 [16:00<03:11, 29.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2810/8416 [00:22<00:45, 123.23it/s]
    Epoch 2:  83%|████████▎ | 28060/33666 [16:00<03:11, 29.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2811/8416 [00:22<00:45, 123.23it/s]
    Epoch 2:  83%|████████▎ | 28061/33666 [16:00<03:11, 29.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2812/8416 [00:22<00:45, 123.23it/s]
    Epoch 2:  83%|████████▎ | 28062/33666 [16:00<03:11, 29.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2813/8416 [00:22<00:45, 123.23it/s]
    Epoch 2:  83%|████████▎ | 28063/33666 [16:00<03:11, 29.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2814/8416 [00:22<00:45, 123.23it/s]
    Epoch 2:  83%|████████▎ | 28064/33666 [16:00<03:11, 29.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2815/8416 [00:22<00:45, 123.22it/s]
    Epoch 2:  83%|████████▎ | 28065/33666 [16:00<03:11, 29.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2816/8416 [00:22<00:45, 123.22it/s]
    Epoch 2:  83%|████████▎ | 28066/33666 [16:00<03:11, 29.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2817/8416 [00:22<00:45, 123.22it/s]
    Epoch 2:  83%|████████▎ | 28067/33666 [16:00<03:11, 29.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2818/8416 [00:22<00:45, 123.22it/s]
    Epoch 2:  83%|████████▎ | 28068/33666 [16:00<03:11, 29.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2819/8416 [00:22<00:45, 123.22it/s]
    Epoch 2:  83%|████████▎ | 28069/33666 [16:00<03:11, 29.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▎      | 2820/8416 [00:22<00:45, 123.22it/s]
    Epoch 2:  83%|████████▎ | 28070/33666 [16:00<03:11, 29.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▎      | 2821/8416 [00:22<00:45, 123.21it/s]
    Epoch 2:  83%|████████▎ | 28071/33666 [16:00<03:11, 29.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▎      | 2822/8416 [00:22<00:45, 123.20it/s]
    Epoch 2:  83%|████████▎ | 28072/33666 [16:00<03:11, 29.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▎      | 2823/8416 [00:22<00:45, 123.18it/s]
    Epoch 2:  83%|████████▎ | 28073/33666 [16:00<03:11, 29.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▎      | 2824/8416 [00:22<00:45, 123.18it/s]
    Epoch 2:  83%|████████▎ | 28074/33666 [16:00<03:11, 29.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▎      | 2825/8416 [00:22<00:45, 123.18it/s]
    Epoch 2:  83%|████████▎ | 28075/33666 [16:00<03:11, 29.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▎      | 2826/8416 [00:22<00:45, 123.18it/s]
    Epoch 2:  83%|████████▎ | 28076/33666 [16:00<03:11, 29.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▎      | 2827/8416 [00:22<00:45, 123.18it/s]
    Epoch 2:  83%|████████▎ | 28077/33666 [16:00<03:11, 29.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▎      | 2828/8416 [00:22<00:45, 123.18it/s]
    Epoch 2:  83%|████████▎ | 28078/33666 [16:00<03:11, 29.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▎      | 2829/8416 [00:22<00:45, 123.18it/s]
    Epoch 2:  83%|████████▎ | 28079/33666 [16:00<03:11, 29.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▎      | 2830/8416 [00:22<00:45, 123.17it/s]
    Epoch 2:  83%|████████▎ | 28080/33666 [16:00<03:11, 29.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▎      | 2831/8416 [00:22<00:45, 123.17it/s]
    Epoch 2:  83%|████████▎ | 28081/33666 [16:00<03:11, 29.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▎      | 2832/8416 [00:22<00:45, 123.17it/s]
    Epoch 2:  83%|████████▎ | 28082/33666 [16:00<03:10, 29.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▎      | 2833/8416 [00:23<00:45, 123.17it/s]
    Epoch 2:  83%|████████▎ | 28083/33666 [16:00<03:10, 29.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▎      | 2834/8416 [00:23<00:45, 123.17it/s]
    Epoch 2:  83%|████████▎ | 28084/33666 [16:00<03:10, 29.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▎      | 2835/8416 [00:23<00:45, 123.17it/s]
    Epoch 2:  83%|████████▎ | 28085/33666 [16:00<03:10, 29.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▎      | 2836/8416 [00:23<00:45, 123.17it/s]
    Epoch 2:  83%|████████▎ | 28086/33666 [16:00<03:10, 29.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▎      | 2837/8416 [00:23<00:45, 123.17it/s]
    Epoch 2:  83%|████████▎ | 28087/33666 [16:00<03:10, 29.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▎      | 2838/8416 [00:23<00:45, 123.16it/s]
    Epoch 2:  83%|████████▎ | 28088/33666 [16:00<03:10, 29.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▎      | 2839/8416 [00:23<00:45, 123.16it/s]
    Epoch 2:  83%|████████▎ | 28089/33666 [16:00<03:10, 29.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▎      | 2840/8416 [00:23<00:45, 123.16it/s]
    Epoch 2:  83%|████████▎ | 28090/33666 [16:00<03:10, 29.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2841/8416 [00:23<00:45, 123.16it/s]
    Epoch 2:  83%|████████▎ | 28091/33666 [16:00<03:10, 29.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2842/8416 [00:23<00:45, 123.16it/s]
    Epoch 2:  83%|████████▎ | 28092/33666 [16:00<03:10, 29.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2843/8416 [00:23<00:45, 123.16it/s]
    Epoch 2:  83%|████████▎ | 28093/33666 [16:00<03:10, 29.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2844/8416 [00:23<00:45, 123.16it/s]
    Epoch 2:  83%|████████▎ | 28094/33666 [16:00<03:10, 29.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2845/8416 [00:23<00:45, 123.16it/s]
    Epoch 2:  83%|████████▎ | 28095/33666 [16:00<03:10, 29.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2846/8416 [00:23<00:45, 123.16it/s]
    Epoch 2:  83%|████████▎ | 28096/33666 [16:00<03:10, 29.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2847/8416 [00:23<00:45, 123.16it/s]
    Epoch 2:  83%|████████▎ | 28097/33666 [16:00<03:10, 29.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2848/8416 [00:23<00:45, 123.16it/s]
    Epoch 2:  83%|████████▎ | 28098/33666 [16:00<03:10, 29.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2849/8416 [00:23<00:45, 123.16it/s]
    Epoch 2:  83%|████████▎ | 28099/33666 [16:00<03:10, 29.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2850/8416 [00:23<00:45, 123.16it/s]
    Epoch 2:  83%|████████▎ | 28100/33666 [16:00<03:10, 29.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2851/8416 [00:23<00:45, 123.16it/s]
    Epoch 2:  83%|████████▎ | 28101/33666 [16:00<03:10, 29.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2852/8416 [00:23<00:45, 123.16it/s]
    Epoch 2:  83%|████████▎ | 28102/33666 [16:00<03:10, 29.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2853/8416 [00:23<00:45, 123.16it/s]
    Epoch 2:  83%|████████▎ | 28103/33666 [16:00<03:10, 29.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2854/8416 [00:23<00:45, 123.15it/s]
    Epoch 2:  83%|████████▎ | 28104/33666 [16:00<03:10, 29.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2855/8416 [00:23<00:45, 123.15it/s]
    Epoch 2:  83%|████████▎ | 28105/33666 [16:00<03:10, 29.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2856/8416 [00:23<00:45, 123.15it/s]
    Epoch 2:  83%|████████▎ | 28106/33666 [16:00<03:10, 29.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2857/8416 [00:23<00:45, 123.15it/s]
    Epoch 2:  83%|████████▎ | 28107/33666 [16:00<03:09, 29.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2858/8416 [00:23<00:45, 123.15it/s]
    Epoch 2:  83%|████████▎ | 28108/33666 [16:00<03:09, 29.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2859/8416 [00:23<00:45, 123.15it/s]
    Epoch 2:  83%|████████▎ | 28109/33666 [16:00<03:09, 29.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2860/8416 [00:23<00:45, 123.15it/s]
    Epoch 2:  83%|████████▎ | 28110/33666 [16:00<03:09, 29.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2861/8416 [00:23<00:45, 123.15it/s]
    Epoch 2:  83%|████████▎ | 28111/33666 [16:00<03:09, 29.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2862/8416 [00:23<00:45, 123.15it/s]
    Epoch 2:  84%|████████▎ | 28112/33666 [16:00<03:09, 29.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2863/8416 [00:23<00:45, 123.15it/s]
    Epoch 2:  84%|████████▎ | 28113/33666 [16:00<03:09, 29.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2864/8416 [00:23<00:45, 123.14it/s]
    Epoch 2:  84%|████████▎ | 28114/33666 [16:00<03:09, 29.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2865/8416 [00:23<00:45, 123.14it/s]
    Epoch 2:  84%|████████▎ | 28115/33666 [16:00<03:09, 29.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2866/8416 [00:23<00:45, 123.14it/s]
    Epoch 2:  84%|████████▎ | 28116/33666 [16:00<03:09, 29.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2867/8416 [00:23<00:45, 123.14it/s]
    Epoch 2:  84%|████████▎ | 28117/33666 [16:00<03:09, 29.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2868/8416 [00:23<00:45, 123.14it/s]
    Epoch 2:  84%|████████▎ | 28118/33666 [16:00<03:09, 29.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2869/8416 [00:23<00:45, 123.14it/s]
    Epoch 2:  84%|████████▎ | 28119/33666 [16:00<03:09, 29.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2870/8416 [00:23<00:45, 123.14it/s]
    Epoch 2:  84%|████████▎ | 28120/33666 [16:00<03:09, 29.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2871/8416 [00:23<00:45, 123.14it/s]
    Epoch 2:  84%|████████▎ | 28121/33666 [16:00<03:09, 29.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2872/8416 [00:23<00:45, 123.14it/s]
    Epoch 2:  84%|████████▎ | 28122/33666 [16:00<03:09, 29.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2873/8416 [00:23<00:45, 123.14it/s]
    Epoch 2:  84%|████████▎ | 28123/33666 [16:00<03:09, 29.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2874/8416 [00:23<00:45, 123.14it/s]
    Epoch 2:  84%|████████▎ | 28124/33666 [16:00<03:09, 29.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2875/8416 [00:23<00:44, 123.14it/s]
    Epoch 2:  84%|████████▎ | 28125/33666 [16:00<03:09, 29.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2876/8416 [00:23<00:44, 123.14it/s]
    Epoch 2:  84%|████████▎ | 28126/33666 [16:00<03:09, 29.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2877/8416 [00:23<00:44, 123.14it/s]
    Epoch 2:  84%|████████▎ | 28127/33666 [16:00<03:09, 29.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2878/8416 [00:23<00:44, 123.13it/s]
    Epoch 2:  84%|████████▎ | 28128/33666 [16:00<03:09, 29.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2879/8416 [00:23<00:44, 123.13it/s]
    Epoch 2:  84%|████████▎ | 28129/33666 [16:00<03:09, 29.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2880/8416 [00:23<00:44, 123.13it/s]
    Epoch 2:  84%|████████▎ | 28130/33666 [16:00<03:09, 29.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2881/8416 [00:23<00:44, 123.13it/s]
    Epoch 2:  84%|████████▎ | 28131/33666 [16:00<03:09, 29.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2882/8416 [00:23<00:44, 123.12it/s]
    Epoch 2:  84%|████████▎ | 28132/33666 [16:00<03:09, 29.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2883/8416 [00:23<00:44, 123.12it/s]
    Epoch 2:  84%|████████▎ | 28133/33666 [16:00<03:08, 29.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2884/8416 [00:23<00:44, 123.12it/s]
    Epoch 2:  84%|████████▎ | 28134/33666 [16:00<03:08, 29.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2885/8416 [00:23<00:44, 123.12it/s]
    Epoch 2:  84%|████████▎ | 28135/33666 [16:00<03:08, 29.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2886/8416 [00:23<00:44, 123.12it/s]
    Epoch 2:  84%|████████▎ | 28136/33666 [16:00<03:08, 29.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2887/8416 [00:23<00:44, 123.12it/s]
    Epoch 2:  84%|████████▎ | 28137/33666 [16:00<03:08, 29.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2888/8416 [00:23<00:44, 123.12it/s]
    Epoch 2:  84%|████████▎ | 28138/33666 [16:00<03:08, 29.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2889/8416 [00:23<00:44, 123.12it/s]
    Epoch 2:  84%|████████▎ | 28139/33666 [16:00<03:08, 29.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2890/8416 [00:23<00:44, 123.12it/s]
    Epoch 2:  84%|████████▎ | 28140/33666 [16:00<03:08, 29.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2891/8416 [00:23<00:44, 123.12it/s]
    Epoch 2:  84%|████████▎ | 28141/33666 [16:00<03:08, 29.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2892/8416 [00:23<00:44, 123.12it/s]
    Epoch 2:  84%|████████▎ | 28142/33666 [16:00<03:08, 29.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2893/8416 [00:23<00:44, 123.12it/s]
    Epoch 2:  84%|████████▎ | 28143/33666 [16:00<03:08, 29.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2894/8416 [00:23<00:44, 123.11it/s]
    Epoch 2:  84%|████████▎ | 28144/33666 [16:00<03:08, 29.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2895/8416 [00:23<00:44, 123.11it/s]
    Epoch 2:  84%|████████▎ | 28145/33666 [16:00<03:08, 29.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2896/8416 [00:23<00:44, 123.11it/s]
    Epoch 2:  84%|████████▎ | 28146/33666 [16:00<03:08, 29.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2897/8416 [00:23<00:44, 123.11it/s]
    Epoch 2:  84%|████████▎ | 28147/33666 [16:00<03:08, 29.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2898/8416 [00:23<00:44, 123.11it/s]
    Epoch 2:  84%|████████▎ | 28148/33666 [16:00<03:08, 29.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2899/8416 [00:23<00:44, 123.11it/s]
    Epoch 2:  84%|████████▎ | 28149/33666 [16:00<03:08, 29.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2900/8416 [00:23<00:44, 123.11it/s]
    Epoch 2:  84%|████████▎ | 28150/33666 [16:00<03:08, 29.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2901/8416 [00:23<00:44, 123.11it/s]
    Epoch 2:  84%|████████▎ | 28151/33666 [16:01<03:08, 29.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2902/8416 [00:23<00:44, 123.11it/s]
    Epoch 2:  84%|████████▎ | 28152/33666 [16:01<03:08, 29.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2903/8416 [00:23<00:44, 123.11it/s]
    Epoch 2:  84%|████████▎ | 28153/33666 [16:01<03:08, 29.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2904/8416 [00:23<00:44, 123.11it/s]
    Epoch 2:  84%|████████▎ | 28154/33666 [16:01<03:08, 29.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2905/8416 [00:23<00:44, 123.10it/s]
    Epoch 2:  84%|████████▎ | 28155/33666 [16:01<03:08, 29.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2906/8416 [00:23<00:44, 123.11it/s]
    Epoch 2:  84%|████████▎ | 28156/33666 [16:01<03:08, 29.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2907/8416 [00:23<00:44, 123.11it/s]
    Epoch 2:  84%|████████▎ | 28157/33666 [16:01<03:08, 29.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2908/8416 [00:23<00:44, 123.11it/s]
    Epoch 2:  84%|████████▎ | 28158/33666 [16:01<03:07, 29.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2909/8416 [00:23<00:44, 123.11it/s]
    Epoch 2:  84%|████████▎ | 28159/33666 [16:01<03:07, 29.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2910/8416 [00:23<00:44, 123.10it/s]
    Epoch 2:  84%|████████▎ | 28160/33666 [16:01<03:07, 29.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2911/8416 [00:23<00:44, 123.10it/s]
    Epoch 2:  84%|████████▎ | 28161/33666 [16:01<03:07, 29.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2912/8416 [00:23<00:44, 123.10it/s]
    Epoch 2:  84%|████████▎ | 28162/33666 [16:01<03:07, 29.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2913/8416 [00:23<00:44, 123.10it/s]
    Epoch 2:  84%|████████▎ | 28163/33666 [16:01<03:07, 29.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2914/8416 [00:23<00:44, 123.09it/s]
    Epoch 2:  84%|████████▎ | 28164/33666 [16:01<03:07, 29.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2915/8416 [00:23<00:44, 123.09it/s]
    Epoch 2:  84%|████████▎ | 28165/33666 [16:01<03:07, 29.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2916/8416 [00:23<00:44, 123.09it/s]
    Epoch 2:  84%|████████▎ | 28166/33666 [16:01<03:07, 29.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2917/8416 [00:23<00:44, 123.09it/s]
    Epoch 2:  84%|████████▎ | 28167/33666 [16:01<03:07, 29.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2918/8416 [00:23<00:44, 123.09it/s]
    Epoch 2:  84%|████████▎ | 28168/33666 [16:01<03:07, 29.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2919/8416 [00:23<00:44, 123.09it/s]
    Epoch 2:  84%|████████▎ | 28169/33666 [16:01<03:07, 29.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2920/8416 [00:23<00:44, 123.08it/s]
    Epoch 2:  84%|████████▎ | 28170/33666 [16:01<03:07, 29.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2921/8416 [00:23<00:44, 123.08it/s]
    Epoch 2:  84%|████████▎ | 28171/33666 [16:01<03:07, 29.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2922/8416 [00:23<00:44, 123.08it/s]
    Epoch 2:  84%|████████▎ | 28172/33666 [16:01<03:07, 29.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2923/8416 [00:23<00:44, 123.09it/s]
    Epoch 2:  84%|████████▎ | 28173/33666 [16:01<03:07, 29.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2924/8416 [00:23<00:44, 123.09it/s]
    Epoch 2:  84%|████████▎ | 28174/33666 [16:01<03:07, 29.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2925/8416 [00:23<00:44, 123.09it/s]
    Epoch 2:  84%|████████▎ | 28175/33666 [16:01<03:07, 29.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2926/8416 [00:23<00:44, 123.08it/s]
    Epoch 2:  84%|████████▎ | 28176/33666 [16:01<03:07, 29.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2927/8416 [00:23<00:44, 123.08it/s]
    Epoch 2:  84%|████████▎ | 28177/33666 [16:01<03:07, 29.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2928/8416 [00:23<00:44, 123.08it/s]
    Epoch 2:  84%|████████▎ | 28178/33666 [16:01<03:07, 29.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2929/8416 [00:23<00:44, 123.08it/s]
    Epoch 2:  84%|████████▎ | 28179/33666 [16:01<03:07, 29.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2930/8416 [00:23<00:44, 123.08it/s]
    Epoch 2:  84%|████████▎ | 28180/33666 [16:01<03:07, 29.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2931/8416 [00:23<00:44, 123.08it/s]
    Epoch 2:  84%|████████▎ | 28181/33666 [16:01<03:07, 29.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2932/8416 [00:23<00:44, 123.08it/s]
    Epoch 2:  84%|████████▎ | 28182/33666 [16:01<03:07, 29.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2933/8416 [00:23<00:44, 123.08it/s]
    Epoch 2:  84%|████████▎ | 28183/33666 [16:01<03:07, 29.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2934/8416 [00:23<00:44, 123.07it/s]
    Epoch 2:  84%|████████▎ | 28184/33666 [16:01<03:06, 29.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2935/8416 [00:23<00:44, 123.07it/s]
    Epoch 2:  84%|████████▎ | 28185/33666 [16:01<03:06, 29.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2936/8416 [00:23<00:44, 123.07it/s]
    Epoch 2:  84%|████████▎ | 28186/33666 [16:01<03:06, 29.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2937/8416 [00:23<00:44, 123.07it/s]
    Epoch 2:  84%|████████▎ | 28187/33666 [16:01<03:06, 29.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2938/8416 [00:23<00:44, 123.07it/s]
    Epoch 2:  84%|████████▎ | 28188/33666 [16:01<03:06, 29.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2939/8416 [00:23<00:44, 123.07it/s]
    Epoch 2:  84%|████████▎ | 28189/33666 [16:01<03:06, 29.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2940/8416 [00:23<00:44, 123.07it/s]
    Epoch 2:  84%|████████▎ | 28190/33666 [16:01<03:06, 29.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2941/8416 [00:23<00:44, 123.07it/s]
    Epoch 2:  84%|████████▎ | 28191/33666 [16:01<03:06, 29.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2942/8416 [00:23<00:44, 123.07it/s]
    Epoch 2:  84%|████████▎ | 28192/33666 [16:01<03:06, 29.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2943/8416 [00:23<00:44, 123.07it/s]
    Epoch 2:  84%|████████▎ | 28193/33666 [16:01<03:06, 29.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2944/8416 [00:23<00:44, 123.07it/s]
    Epoch 2:  84%|████████▎ | 28194/33666 [16:01<03:06, 29.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▍      | 2945/8416 [00:23<00:44, 123.07it/s]
    Epoch 2:  84%|████████▎ | 28195/33666 [16:01<03:06, 29.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2946/8416 [00:23<00:44, 123.07it/s]
    Epoch 2:  84%|████████▍ | 28196/33666 [16:01<03:06, 29.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2947/8416 [00:23<00:44, 123.07it/s]
    Epoch 2:  84%|████████▍ | 28197/33666 [16:01<03:06, 29.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2948/8416 [00:23<00:44, 123.07it/s]
    Epoch 2:  84%|████████▍ | 28198/33666 [16:01<03:06, 29.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2949/8416 [00:23<00:44, 123.07it/s]
    Epoch 2:  84%|████████▍ | 28199/33666 [16:01<03:06, 29.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2950/8416 [00:23<00:44, 123.07it/s]
    Epoch 2:  84%|████████▍ | 28200/33666 [16:01<03:06, 29.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2951/8416 [00:23<00:44, 123.06it/s]
    Epoch 2:  84%|████████▍ | 28201/33666 [16:01<03:06, 29.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2952/8416 [00:23<00:44, 123.07it/s]
    Epoch 2:  84%|████████▍ | 28202/33666 [16:01<03:06, 29.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2953/8416 [00:23<00:44, 123.07it/s]
    Epoch 2:  84%|████████▍ | 28203/33666 [16:01<03:06, 29.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2954/8416 [00:24<00:44, 123.07it/s]
    Epoch 2:  84%|████████▍ | 28204/33666 [16:01<03:06, 29.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2955/8416 [00:24<00:44, 123.07it/s]
    Epoch 2:  84%|████████▍ | 28205/33666 [16:01<03:06, 29.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2956/8416 [00:24<00:44, 123.07it/s]
    Epoch 2:  84%|████████▍ | 28206/33666 [16:01<03:06, 29.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2957/8416 [00:24<00:44, 123.07it/s]
    Epoch 2:  84%|████████▍ | 28207/33666 [16:01<03:06, 29.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2958/8416 [00:24<00:44, 123.07it/s]
    Epoch 2:  84%|████████▍ | 28208/33666 [16:01<03:06, 29.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2959/8416 [00:24<00:44, 123.07it/s]
    Epoch 2:  84%|████████▍ | 28209/33666 [16:01<03:05, 29.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2960/8416 [00:24<00:44, 123.07it/s]
    Epoch 2:  84%|████████▍ | 28210/33666 [16:01<03:05, 29.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2961/8416 [00:24<00:44, 123.07it/s]
    Epoch 2:  84%|████████▍ | 28211/33666 [16:01<03:05, 29.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2962/8416 [00:24<00:44, 123.07it/s]
    Epoch 2:  84%|████████▍ | 28212/33666 [16:01<03:05, 29.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2963/8416 [00:24<00:44, 123.07it/s]
    Epoch 2:  84%|████████▍ | 28213/33666 [16:01<03:05, 29.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2964/8416 [00:24<00:44, 123.06it/s]
    Epoch 2:  84%|████████▍ | 28214/33666 [16:01<03:05, 29.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2965/8416 [00:24<00:44, 123.06it/s]
    Epoch 2:  84%|████████▍ | 28215/33666 [16:01<03:05, 29.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2966/8416 [00:24<00:44, 123.06it/s]
    Epoch 2:  84%|████████▍ | 28216/33666 [16:01<03:05, 29.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2967/8416 [00:24<00:44, 123.05it/s]
    Epoch 2:  84%|████████▍ | 28217/33666 [16:01<03:05, 29.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2968/8416 [00:24<00:44, 123.05it/s]
    Epoch 2:  84%|████████▍ | 28218/33666 [16:01<03:05, 29.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2969/8416 [00:24<00:44, 123.05it/s]
    Epoch 2:  84%|████████▍ | 28219/33666 [16:01<03:05, 29.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2970/8416 [00:24<00:44, 123.05it/s]
    Epoch 2:  84%|████████▍ | 28220/33666 [16:01<03:05, 29.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2971/8416 [00:24<00:44, 123.05it/s]
    Epoch 2:  84%|████████▍ | 28221/33666 [16:01<03:05, 29.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2972/8416 [00:24<00:44, 123.05it/s]
    Epoch 2:  84%|████████▍ | 28222/33666 [16:01<03:05, 29.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2973/8416 [00:24<00:44, 123.05it/s]
    Epoch 2:  84%|████████▍ | 28223/33666 [16:01<03:05, 29.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2974/8416 [00:24<00:44, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28224/33666 [16:01<03:05, 29.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2975/8416 [00:24<00:44, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28225/33666 [16:01<03:05, 29.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2976/8416 [00:24<00:44, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28226/33666 [16:01<03:05, 29.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2977/8416 [00:24<00:44, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28227/33666 [16:01<03:05, 29.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2978/8416 [00:24<00:44, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28228/33666 [16:01<03:05, 29.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2979/8416 [00:24<00:44, 123.05it/s]
    Epoch 2:  84%|████████▍ | 28229/33666 [16:01<03:05, 29.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2980/8416 [00:24<00:44, 123.05it/s]
    Epoch 2:  84%|████████▍ | 28230/33666 [16:01<03:05, 29.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2981/8416 [00:24<00:44, 123.05it/s]
    Epoch 2:  84%|████████▍ | 28231/33666 [16:01<03:05, 29.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2982/8416 [00:24<00:44, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28232/33666 [16:01<03:05, 29.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2983/8416 [00:24<00:44, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28233/33666 [16:01<03:05, 29.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2984/8416 [00:24<00:44, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28234/33666 [16:01<03:05, 29.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2985/8416 [00:24<00:44, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28235/33666 [16:01<03:04, 29.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2986/8416 [00:24<00:44, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28236/33666 [16:01<03:04, 29.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2987/8416 [00:24<00:44, 123.05it/s]
    Epoch 2:  84%|████████▍ | 28237/33666 [16:01<03:04, 29.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 2988/8416 [00:24<00:44, 123.05it/s]
    Epoch 2:  84%|████████▍ | 28238/33666 [16:01<03:04, 29.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 2989/8416 [00:24<00:44, 123.05it/s]
    Epoch 2:  84%|████████▍ | 28239/33666 [16:01<03:04, 29.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 2990/8416 [00:24<00:44, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28240/33666 [16:01<03:04, 29.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 2991/8416 [00:24<00:44, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28241/33666 [16:01<03:04, 29.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 2992/8416 [00:24<00:44, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28242/33666 [16:01<03:04, 29.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 2993/8416 [00:24<00:44, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28243/33666 [16:01<03:04, 29.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 2994/8416 [00:24<00:44, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28244/33666 [16:01<03:04, 29.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 2995/8416 [00:24<00:44, 123.05it/s]
    Epoch 2:  84%|████████▍ | 28245/33666 [16:01<03:04, 29.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 2996/8416 [00:24<00:44, 123.05it/s]
    Epoch 2:  84%|████████▍ | 28246/33666 [16:01<03:04, 29.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 2997/8416 [00:24<00:44, 123.05it/s]
    Epoch 2:  84%|████████▍ | 28247/33666 [16:01<03:04, 29.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 2998/8416 [00:24<00:44, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28248/33666 [16:01<03:04, 29.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 2999/8416 [00:24<00:44, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28249/33666 [16:01<03:04, 29.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3000/8416 [00:24<00:44, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28250/33666 [16:01<03:04, 29.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3001/8416 [00:24<00:44, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28251/33666 [16:01<03:04, 29.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3002/8416 [00:24<00:44, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28252/33666 [16:01<03:04, 29.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3003/8416 [00:24<00:43, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28253/33666 [16:01<03:04, 29.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3004/8416 [00:24<00:43, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28254/33666 [16:01<03:04, 29.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3005/8416 [00:24<00:43, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28255/33666 [16:01<03:04, 29.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3006/8416 [00:24<00:43, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28256/33666 [16:01<03:04, 29.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3007/8416 [00:24<00:43, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28257/33666 [16:01<03:04, 29.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3008/8416 [00:24<00:43, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28258/33666 [16:01<03:04, 29.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3009/8416 [00:24<00:43, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28259/33666 [16:01<03:04, 29.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3010/8416 [00:24<00:43, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28260/33666 [16:01<03:04, 29.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3011/8416 [00:24<00:43, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28261/33666 [16:01<03:03, 29.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3012/8416 [00:24<00:43, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28262/33666 [16:01<03:03, 29.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3013/8416 [00:24<00:43, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28263/33666 [16:01<03:03, 29.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3014/8416 [00:24<00:43, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28264/33666 [16:01<03:03, 29.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3015/8416 [00:24<00:43, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28265/33666 [16:01<03:03, 29.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3016/8416 [00:24<00:43, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28266/33666 [16:01<03:03, 29.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3017/8416 [00:24<00:43, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28267/33666 [16:01<03:03, 29.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3018/8416 [00:24<00:43, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28268/33666 [16:01<03:03, 29.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3019/8416 [00:24<00:43, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28269/33666 [16:01<03:03, 29.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3020/8416 [00:24<00:43, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28270/33666 [16:01<03:03, 29.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3021/8416 [00:24<00:43, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28271/33666 [16:01<03:03, 29.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3022/8416 [00:24<00:43, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28272/33666 [16:01<03:03, 29.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3023/8416 [00:24<00:43, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28273/33666 [16:02<03:03, 29.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3024/8416 [00:24<00:43, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28274/33666 [16:02<03:03, 29.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3025/8416 [00:24<00:43, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28275/33666 [16:02<03:03, 29.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3026/8416 [00:24<00:43, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28276/33666 [16:02<03:03, 29.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3027/8416 [00:24<00:43, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28277/33666 [16:02<03:03, 29.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3028/8416 [00:24<00:43, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28278/33666 [16:02<03:03, 29.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3029/8416 [00:24<00:43, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28279/33666 [16:02<03:03, 29.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3030/8416 [00:24<00:43, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28280/33666 [16:02<03:03, 29.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3031/8416 [00:24<00:43, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28281/33666 [16:02<03:03, 29.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3032/8416 [00:24<00:43, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28282/33666 [16:02<03:03, 29.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3033/8416 [00:24<00:43, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28283/33666 [16:02<03:03, 29.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3034/8416 [00:24<00:43, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28284/33666 [16:02<03:03, 29.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3035/8416 [00:24<00:43, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28285/33666 [16:02<03:03, 29.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3036/8416 [00:24<00:43, 123.04it/s]
    Epoch 2:  84%|████████▍ | 28286/33666 [16:02<03:02, 29.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3037/8416 [00:24<00:43, 123.02it/s]
    Epoch 2:  84%|████████▍ | 28287/33666 [16:02<03:02, 29.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3038/8416 [00:24<00:43, 123.00it/s]
    Epoch 2:  84%|████████▍ | 28288/33666 [16:02<03:02, 29.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3039/8416 [00:24<00:43, 123.00it/s]
    Epoch 2:  84%|████████▍ | 28289/33666 [16:02<03:02, 29.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3040/8416 [00:24<00:43, 123.00it/s]
    Epoch 2:  84%|████████▍ | 28290/33666 [16:02<03:02, 29.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3041/8416 [00:24<00:43, 123.00it/s]
    Epoch 2:  84%|████████▍ | 28291/33666 [16:02<03:02, 29.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3042/8416 [00:24<00:43, 123.00it/s]
    Epoch 2:  84%|████████▍ | 28292/33666 [16:02<03:02, 29.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3043/8416 [00:24<00:43, 123.00it/s]
    Epoch 2:  84%|████████▍ | 28293/33666 [16:02<03:02, 29.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3044/8416 [00:24<00:43, 123.00it/s]
    Epoch 2:  84%|████████▍ | 28294/33666 [16:02<03:02, 29.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3045/8416 [00:24<00:43, 122.99it/s]
    Epoch 2:  84%|████████▍ | 28295/33666 [16:02<03:02, 29.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3046/8416 [00:24<00:43, 122.99it/s]
    Epoch 2:  84%|████████▍ | 28296/33666 [16:02<03:02, 29.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3047/8416 [00:24<00:43, 122.99it/s]
    Epoch 2:  84%|████████▍ | 28297/33666 [16:02<03:02, 29.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3048/8416 [00:24<00:43, 122.99it/s]
    Epoch 2:  84%|████████▍ | 28298/33666 [16:02<03:02, 29.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3049/8416 [00:24<00:43, 122.99it/s]
    Epoch 2:  84%|████████▍ | 28299/33666 [16:02<03:02, 29.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▌      | 3050/8416 [00:24<00:43, 122.97it/s]
    Epoch 2:  84%|████████▍ | 28300/33666 [16:02<03:02, 29.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▋      | 3051/8416 [00:24<00:43, 122.96it/s]
    Epoch 2:  84%|████████▍ | 28301/33666 [16:02<03:02, 29.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▋      | 3052/8416 [00:24<00:43, 122.96it/s]
    Epoch 2:  84%|████████▍ | 28302/33666 [16:02<03:02, 29.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▋      | 3053/8416 [00:24<00:43, 122.96it/s]
    Epoch 2:  84%|████████▍ | 28303/33666 [16:02<03:02, 29.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▋      | 3054/8416 [00:24<00:43, 122.95it/s]
    Epoch 2:  84%|████████▍ | 28304/33666 [16:02<03:02, 29.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▋      | 3055/8416 [00:24<00:43, 122.95it/s]
    Epoch 2:  84%|████████▍ | 28305/33666 [16:02<03:02, 29.41it/s, loss=3.27, v_num=0]

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    Epoch 2:  84%|████████▍ | 28306/33666 [16:02<03:02, 29.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▋      | 3057/8416 [00:24<00:43, 122.95it/s]
    Epoch 2:  84%|████████▍ | 28307/33666 [16:02<03:02, 29.42it/s, loss=3.27, v_num=0]

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    Epoch 2:  84%|████████▍ | 28308/33666 [16:02<03:02, 29.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▋      | 3059/8416 [00:24<00:43, 122.95it/s]
    Epoch 2:  84%|████████▍ | 28309/33666 [16:02<03:02, 29.42it/s, loss=3.27, v_num=0]

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    Epoch 2:  84%|████████▍ | 28310/33666 [16:02<03:02, 29.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▋      | 3061/8416 [00:24<00:43, 122.94it/s]
    Epoch 2:  84%|████████▍ | 28311/33666 [16:02<03:02, 29.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▋      | 3062/8416 [00:24<00:43, 122.94it/s]
    Epoch 2:  84%|████████▍ | 28312/33666 [16:02<03:01, 29.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▋      | 3063/8416 [00:24<00:43, 122.94it/s]
    Epoch 2:  84%|████████▍ | 28313/33666 [16:02<03:01, 29.42it/s, loss=3.27, v_num=0]

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    Epoch 2:  84%|████████▍ | 28314/33666 [16:02<03:01, 29.42it/s, loss=3.27, v_num=0]

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    Epoch 2:  84%|████████▍ | 28315/33666 [16:02<03:01, 29.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▋      | 3066/8416 [00:24<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28316/33666 [16:02<03:01, 29.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▋      | 3067/8416 [00:24<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28317/33666 [16:02<03:01, 29.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▋      | 3068/8416 [00:24<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28318/33666 [16:02<03:01, 29.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▋      | 3069/8416 [00:24<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28319/33666 [16:02<03:01, 29.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▋      | 3070/8416 [00:24<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28320/33666 [16:02<03:01, 29.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  36%|███▋      | 3071/8416 [00:24<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28321/33666 [16:02<03:01, 29.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3072/8416 [00:24<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28322/33666 [16:02<03:01, 29.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3073/8416 [00:24<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28323/33666 [16:02<03:01, 29.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3074/8416 [00:25<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28324/33666 [16:02<03:01, 29.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3075/8416 [00:25<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28325/33666 [16:02<03:01, 29.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3076/8416 [00:25<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28326/33666 [16:02<03:01, 29.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3077/8416 [00:25<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28327/33666 [16:02<03:01, 29.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3078/8416 [00:25<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28328/33666 [16:02<03:01, 29.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3079/8416 [00:25<00:43, 122.92it/s]
    Epoch 2:  84%|████████▍ | 28329/33666 [16:02<03:01, 29.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3080/8416 [00:25<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28330/33666 [16:02<03:01, 29.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3081/8416 [00:25<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28331/33666 [16:02<03:01, 29.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3082/8416 [00:25<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28332/33666 [16:02<03:01, 29.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3083/8416 [00:25<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28333/33666 [16:02<03:01, 29.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3084/8416 [00:25<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28334/33666 [16:02<03:01, 29.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3085/8416 [00:25<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28335/33666 [16:02<03:01, 29.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3086/8416 [00:25<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28336/33666 [16:02<03:01, 29.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3087/8416 [00:25<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28337/33666 [16:02<03:01, 29.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3088/8416 [00:25<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28338/33666 [16:02<03:00, 29.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3089/8416 [00:25<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28339/33666 [16:02<03:00, 29.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3090/8416 [00:25<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28340/33666 [16:02<03:00, 29.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3091/8416 [00:25<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28341/33666 [16:02<03:00, 29.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3092/8416 [00:25<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28342/33666 [16:02<03:00, 29.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3093/8416 [00:25<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28343/33666 [16:02<03:00, 29.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3094/8416 [00:25<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28344/33666 [16:02<03:00, 29.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3095/8416 [00:25<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28345/33666 [16:02<03:00, 29.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3096/8416 [00:25<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28346/33666 [16:02<03:00, 29.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3097/8416 [00:25<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28347/33666 [16:02<03:00, 29.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3098/8416 [00:25<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28348/33666 [16:02<03:00, 29.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3099/8416 [00:25<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28349/33666 [16:02<03:00, 29.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3100/8416 [00:25<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28350/33666 [16:02<03:00, 29.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3101/8416 [00:25<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28351/33666 [16:02<03:00, 29.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3102/8416 [00:25<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28352/33666 [16:02<03:00, 29.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3103/8416 [00:25<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28353/33666 [16:02<03:00, 29.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3104/8416 [00:25<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28354/33666 [16:02<03:00, 29.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3105/8416 [00:25<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28355/33666 [16:02<03:00, 29.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3106/8416 [00:25<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28356/33666 [16:02<03:00, 29.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3107/8416 [00:25<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28357/33666 [16:02<03:00, 29.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3108/8416 [00:25<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28358/33666 [16:02<03:00, 29.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3109/8416 [00:25<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28359/33666 [16:02<03:00, 29.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3110/8416 [00:25<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28360/33666 [16:02<03:00, 29.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3111/8416 [00:25<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28361/33666 [16:02<03:00, 29.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3112/8416 [00:25<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28362/33666 [16:02<03:00, 29.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3113/8416 [00:25<00:43, 122.93it/s]
    Epoch 2:  84%|████████▍ | 28363/33666 [16:02<03:00, 29.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3114/8416 [00:25<00:43, 122.93it/s]
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    Validation DataLoader 0:  37%|███▋      | 3115/8416 [00:25<00:43, 122.92it/s]
    Epoch 2:  84%|████████▍ | 28365/33666 [16:02<02:59, 29.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3116/8416 [00:25<00:43, 122.92it/s]
    Epoch 2:  84%|████████▍ | 28366/33666 [16:02<02:59, 29.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3117/8416 [00:25<00:43, 122.92it/s]
    Epoch 2:  84%|████████▍ | 28367/33666 [16:02<02:59, 29.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3118/8416 [00:25<00:43, 122.92it/s]
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    Validation DataLoader 0:  37%|███▋      | 3119/8416 [00:25<00:43, 122.92it/s]
    Epoch 2:  84%|████████▍ | 28369/33666 [16:02<02:59, 29.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3120/8416 [00:25<00:43, 122.92it/s]
    Epoch 2:  84%|████████▍ | 28370/33666 [16:02<02:59, 29.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3121/8416 [00:25<00:43, 122.92it/s]
    Epoch 2:  84%|████████▍ | 28371/33666 [16:02<02:59, 29.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3122/8416 [00:25<00:43, 122.92it/s]
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    Validation DataLoader 0:  37%|███▋      | 3124/8416 [00:25<00:43, 122.92it/s]
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    Validation DataLoader 0:  37%|███▋      | 3126/8416 [00:25<00:43, 122.91it/s]
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    Validation DataLoader 0:  37%|███▋      | 3127/8416 [00:25<00:43, 122.91it/s]
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    Validation DataLoader 0:  37%|███▋      | 3130/8416 [00:25<00:43, 122.91it/s]
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    Validation DataLoader 0:  37%|███▋      | 3131/8416 [00:25<00:42, 122.91it/s]
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    Validation DataLoader 0:  37%|███▋      | 3134/8416 [00:25<00:42, 122.90it/s]
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    Validation DataLoader 0:  37%|███▋      | 3145/8416 [00:25<00:42, 122.89it/s]
    Epoch 2:  84%|████████▍ | 28395/33666 [16:03<02:58, 29.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3146/8416 [00:25<00:42, 122.89it/s]
    Epoch 2:  84%|████████▍ | 28396/33666 [16:03<02:58, 29.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3147/8416 [00:25<00:42, 122.89it/s]
    Epoch 2:  84%|████████▍ | 28397/33666 [16:03<02:58, 29.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3148/8416 [00:25<00:42, 122.88it/s]
    Epoch 2:  84%|████████▍ | 28398/33666 [16:03<02:58, 29.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3149/8416 [00:25<00:42, 122.88it/s]
    Epoch 2:  84%|████████▍ | 28399/33666 [16:03<02:58, 29.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3150/8416 [00:25<00:42, 122.88it/s]
    Epoch 2:  84%|████████▍ | 28400/33666 [16:03<02:58, 29.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3151/8416 [00:25<00:42, 122.88it/s]
    Epoch 2:  84%|████████▍ | 28401/33666 [16:03<02:58, 29.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3152/8416 [00:25<00:42, 122.88it/s]
    Epoch 2:  84%|████████▍ | 28402/33666 [16:03<02:58, 29.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3153/8416 [00:25<00:42, 122.87it/s]
    Epoch 2:  84%|████████▍ | 28403/33666 [16:03<02:58, 29.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3154/8416 [00:25<00:42, 122.87it/s]
    Epoch 2:  84%|████████▍ | 28404/33666 [16:03<02:58, 29.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3155/8416 [00:25<00:42, 122.87it/s]
    Epoch 2:  84%|████████▍ | 28405/33666 [16:03<02:58, 29.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3156/8416 [00:25<00:42, 122.87it/s]
    Epoch 2:  84%|████████▍ | 28406/33666 [16:03<02:58, 29.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3157/8416 [00:25<00:42, 122.87it/s]
    Epoch 2:  84%|████████▍ | 28407/33666 [16:03<02:58, 29.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3158/8416 [00:25<00:42, 122.87it/s]
    Epoch 2:  84%|████████▍ | 28408/33666 [16:03<02:58, 29.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3159/8416 [00:25<00:42, 122.86it/s]
    Epoch 2:  84%|████████▍ | 28409/33666 [16:03<02:58, 29.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3160/8416 [00:25<00:42, 122.86it/s]
    Epoch 2:  84%|████████▍ | 28410/33666 [16:03<02:58, 29.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3161/8416 [00:25<00:42, 122.86it/s]
    Epoch 2:  84%|████████▍ | 28411/33666 [16:03<02:58, 29.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3162/8416 [00:25<00:42, 122.86it/s]
    Epoch 2:  84%|████████▍ | 28412/33666 [16:03<02:58, 29.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3163/8416 [00:25<00:42, 122.86it/s]
    Epoch 2:  84%|████████▍ | 28413/33666 [16:03<02:58, 29.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3164/8416 [00:25<00:42, 122.86it/s]
    Epoch 2:  84%|████████▍ | 28414/33666 [16:03<02:58, 29.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3165/8416 [00:25<00:42, 122.85it/s]
    Epoch 2:  84%|████████▍ | 28415/33666 [16:03<02:57, 29.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3166/8416 [00:25<00:42, 122.85it/s]
    Epoch 2:  84%|████████▍ | 28416/33666 [16:03<02:57, 29.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3167/8416 [00:25<00:42, 122.84it/s]
    Epoch 2:  84%|████████▍ | 28417/33666 [16:03<02:57, 29.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3168/8416 [00:25<00:42, 122.84it/s]
    Epoch 2:  84%|████████▍ | 28418/33666 [16:03<02:57, 29.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3169/8416 [00:25<00:42, 122.84it/s]
    Epoch 2:  84%|████████▍ | 28419/33666 [16:03<02:57, 29.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3170/8416 [00:25<00:42, 122.84it/s]
    Epoch 2:  84%|████████▍ | 28420/33666 [16:03<02:57, 29.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3171/8416 [00:25<00:42, 122.84it/s]
    Epoch 2:  84%|████████▍ | 28421/33666 [16:03<02:57, 29.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3172/8416 [00:25<00:42, 122.84it/s]
    Epoch 2:  84%|████████▍ | 28422/33666 [16:03<02:57, 29.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3173/8416 [00:25<00:42, 122.84it/s]
    Epoch 2:  84%|████████▍ | 28423/33666 [16:03<02:57, 29.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3174/8416 [00:25<00:42, 122.83it/s]
    Epoch 2:  84%|████████▍ | 28424/33666 [16:03<02:57, 29.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3175/8416 [00:25<00:42, 122.83it/s]
    Epoch 2:  84%|████████▍ | 28425/33666 [16:03<02:57, 29.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3176/8416 [00:25<00:42, 122.83it/s]
    Epoch 2:  84%|████████▍ | 28426/33666 [16:03<02:57, 29.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3177/8416 [00:25<00:42, 122.83it/s]
    Epoch 2:  84%|████████▍ | 28427/33666 [16:03<02:57, 29.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3178/8416 [00:25<00:42, 122.83it/s]
    Epoch 2:  84%|████████▍ | 28428/33666 [16:03<02:57, 29.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3179/8416 [00:25<00:42, 122.83it/s]
    Epoch 2:  84%|████████▍ | 28429/33666 [16:03<02:57, 29.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3180/8416 [00:25<00:42, 122.83it/s]
    Epoch 2:  84%|████████▍ | 28430/33666 [16:03<02:57, 29.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3181/8416 [00:25<00:42, 122.83it/s]
    Epoch 2:  84%|████████▍ | 28431/33666 [16:03<02:57, 29.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3182/8416 [00:25<00:42, 122.82it/s]
    Epoch 2:  84%|████████▍ | 28432/33666 [16:03<02:57, 29.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3183/8416 [00:25<00:42, 122.82it/s]
    Epoch 2:  84%|████████▍ | 28433/33666 [16:03<02:57, 29.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3184/8416 [00:25<00:42, 122.82it/s]
    Epoch 2:  84%|████████▍ | 28434/33666 [16:03<02:57, 29.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3185/8416 [00:25<00:42, 122.82it/s]
    Epoch 2:  84%|████████▍ | 28435/33666 [16:03<02:57, 29.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3186/8416 [00:25<00:42, 122.82it/s]
    Epoch 2:  84%|████████▍ | 28436/33666 [16:03<02:57, 29.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3187/8416 [00:25<00:42, 122.82it/s]
    Epoch 2:  84%|████████▍ | 28437/33666 [16:03<02:57, 29.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3188/8416 [00:25<00:42, 122.82it/s]
    Epoch 2:  84%|████████▍ | 28438/33666 [16:03<02:57, 29.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3189/8416 [00:25<00:42, 122.81it/s]
    Epoch 2:  84%|████████▍ | 28439/33666 [16:03<02:57, 29.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3190/8416 [00:25<00:42, 122.81it/s]
    Epoch 2:  84%|████████▍ | 28440/33666 [16:03<02:57, 29.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3191/8416 [00:25<00:42, 122.81it/s]
    Epoch 2:  84%|████████▍ | 28441/33666 [16:03<02:56, 29.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3192/8416 [00:25<00:42, 122.81it/s]
    Epoch 2:  84%|████████▍ | 28442/33666 [16:03<02:56, 29.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3193/8416 [00:26<00:42, 122.80it/s]
    Epoch 2:  84%|████████▍ | 28443/33666 [16:03<02:56, 29.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3194/8416 [00:26<00:42, 122.80it/s]
    Epoch 2:  84%|████████▍ | 28444/33666 [16:03<02:56, 29.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3195/8416 [00:26<00:42, 122.80it/s]
    Epoch 2:  84%|████████▍ | 28445/33666 [16:03<02:56, 29.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3196/8416 [00:26<00:42, 122.80it/s]
    Epoch 2:  84%|████████▍ | 28446/33666 [16:03<02:56, 29.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3197/8416 [00:26<00:42, 122.80it/s]
    Epoch 2:  84%|████████▍ | 28447/33666 [16:03<02:56, 29.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3198/8416 [00:26<00:42, 122.80it/s]
    Epoch 2:  85%|████████▍ | 28448/33666 [16:03<02:56, 29.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3199/8416 [00:26<00:42, 122.79it/s]
    Epoch 2:  85%|████████▍ | 28449/33666 [16:03<02:56, 29.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3200/8416 [00:26<00:42, 122.79it/s]
    Epoch 2:  85%|████████▍ | 28450/33666 [16:03<02:56, 29.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3201/8416 [00:26<00:42, 122.79it/s]
    Epoch 2:  85%|████████▍ | 28451/33666 [16:03<02:56, 29.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3202/8416 [00:26<00:42, 122.79it/s]
    Epoch 2:  85%|████████▍ | 28452/33666 [16:03<02:56, 29.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3203/8416 [00:26<00:42, 122.79it/s]
    Epoch 2:  85%|████████▍ | 28453/33666 [16:03<02:56, 29.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3204/8416 [00:26<00:42, 122.79it/s]
    Epoch 2:  85%|████████▍ | 28454/33666 [16:03<02:56, 29.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3205/8416 [00:26<00:42, 122.79it/s]
    Epoch 2:  85%|████████▍ | 28455/33666 [16:03<02:56, 29.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3206/8416 [00:26<00:42, 122.78it/s]
    Epoch 2:  85%|████████▍ | 28456/33666 [16:03<02:56, 29.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3207/8416 [00:26<00:42, 122.78it/s]
    Epoch 2:  85%|████████▍ | 28457/33666 [16:03<02:56, 29.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3208/8416 [00:26<00:42, 122.78it/s]
    Epoch 2:  85%|████████▍ | 28458/33666 [16:03<02:56, 29.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3209/8416 [00:26<00:42, 122.78it/s]
    Epoch 2:  85%|████████▍ | 28459/33666 [16:03<02:56, 29.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3210/8416 [00:26<00:42, 122.78it/s]
    Epoch 2:  85%|████████▍ | 28460/33666 [16:03<02:56, 29.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3211/8416 [00:26<00:42, 122.78it/s]
    Epoch 2:  85%|████████▍ | 28461/33666 [16:03<02:56, 29.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3212/8416 [00:26<00:42, 122.78it/s]
    Epoch 2:  85%|████████▍ | 28462/33666 [16:03<02:56, 29.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3213/8416 [00:26<00:42, 122.78it/s]
    Epoch 2:  85%|████████▍ | 28463/33666 [16:03<02:56, 29.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3214/8416 [00:26<00:42, 122.77it/s]
    Epoch 2:  85%|████████▍ | 28464/33666 [16:03<02:56, 29.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3215/8416 [00:26<00:42, 122.77it/s]
    Epoch 2:  85%|████████▍ | 28465/33666 [16:03<02:56, 29.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3216/8416 [00:26<00:42, 122.77it/s]
    Epoch 2:  85%|████████▍ | 28466/33666 [16:03<02:56, 29.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3217/8416 [00:26<00:42, 122.77it/s]
    Epoch 2:  85%|████████▍ | 28467/33666 [16:03<02:55, 29.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3218/8416 [00:26<00:42, 122.77it/s]
    Epoch 2:  85%|████████▍ | 28468/33666 [16:03<02:55, 29.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3219/8416 [00:26<00:42, 122.77it/s]
    Epoch 2:  85%|████████▍ | 28469/33666 [16:03<02:55, 29.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3220/8416 [00:26<00:42, 122.77it/s]
    Epoch 2:  85%|████████▍ | 28470/33666 [16:03<02:55, 29.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3221/8416 [00:26<00:42, 122.77it/s]
    Epoch 2:  85%|████████▍ | 28471/33666 [16:03<02:55, 29.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3222/8416 [00:26<00:42, 122.76it/s]
    Epoch 2:  85%|████████▍ | 28472/33666 [16:03<02:55, 29.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3223/8416 [00:26<00:42, 122.76it/s]
    Epoch 2:  85%|████████▍ | 28473/33666 [16:03<02:55, 29.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3224/8416 [00:26<00:42, 122.76it/s]
    Epoch 2:  85%|████████▍ | 28474/33666 [16:03<02:55, 29.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3225/8416 [00:26<00:42, 122.76it/s]
    Epoch 2:  85%|████████▍ | 28475/33666 [16:03<02:55, 29.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3226/8416 [00:26<00:42, 122.76it/s]
    Epoch 2:  85%|████████▍ | 28476/33666 [16:03<02:55, 29.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3227/8416 [00:26<00:42, 122.76it/s]
    Epoch 2:  85%|████████▍ | 28477/33666 [16:03<02:55, 29.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3228/8416 [00:26<00:42, 122.76it/s]
    Epoch 2:  85%|████████▍ | 28478/33666 [16:03<02:55, 29.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3229/8416 [00:26<00:42, 122.76it/s]
    Epoch 2:  85%|████████▍ | 28479/33666 [16:03<02:55, 29.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3230/8416 [00:26<00:42, 122.76it/s]
    Epoch 2:  85%|████████▍ | 28480/33666 [16:03<02:55, 29.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3231/8416 [00:26<00:42, 122.75it/s]
    Epoch 2:  85%|████████▍ | 28481/33666 [16:03<02:55, 29.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3232/8416 [00:26<00:42, 122.75it/s]
    Epoch 2:  85%|████████▍ | 28482/33666 [16:03<02:55, 29.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3233/8416 [00:26<00:42, 122.75it/s]
    Epoch 2:  85%|████████▍ | 28483/33666 [16:03<02:55, 29.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3234/8416 [00:26<00:42, 122.75it/s]
    Epoch 2:  85%|████████▍ | 28484/33666 [16:03<02:55, 29.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3235/8416 [00:26<00:42, 122.74it/s]
    Epoch 2:  85%|████████▍ | 28485/33666 [16:03<02:55, 29.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3236/8416 [00:26<00:42, 122.74it/s]
    Epoch 2:  85%|████████▍ | 28486/33666 [16:03<02:55, 29.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3237/8416 [00:26<00:42, 122.74it/s]
    Epoch 2:  85%|████████▍ | 28487/33666 [16:03<02:55, 29.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3238/8416 [00:26<00:42, 122.73it/s]
    Epoch 2:  85%|████████▍ | 28488/33666 [16:03<02:55, 29.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3239/8416 [00:26<00:42, 122.73it/s]
    Epoch 2:  85%|████████▍ | 28489/33666 [16:03<02:55, 29.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3240/8416 [00:26<00:42, 122.73it/s]
    Epoch 2:  85%|████████▍ | 28490/33666 [16:03<02:55, 29.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3241/8416 [00:26<00:42, 122.73it/s]
    Epoch 2:  85%|████████▍ | 28491/33666 [16:03<02:55, 29.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3242/8416 [00:26<00:42, 122.74it/s]
    Epoch 2:  85%|████████▍ | 28492/33666 [16:03<02:55, 29.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3243/8416 [00:26<00:42, 122.74it/s]
    Epoch 2:  85%|████████▍ | 28493/33666 [16:03<02:54, 29.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3244/8416 [00:26<00:42, 122.74it/s]
    Epoch 2:  85%|████████▍ | 28494/33666 [16:03<02:54, 29.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3245/8416 [00:26<00:42, 122.74it/s]
    Epoch 2:  85%|████████▍ | 28495/33666 [16:03<02:54, 29.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3246/8416 [00:26<00:42, 122.73it/s]
    Epoch 2:  85%|████████▍ | 28496/33666 [16:03<02:54, 29.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3247/8416 [00:26<00:42, 122.73it/s]
    Epoch 2:  85%|████████▍ | 28497/33666 [16:03<02:54, 29.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3248/8416 [00:26<00:42, 122.73it/s]
    Epoch 2:  85%|████████▍ | 28498/33666 [16:03<02:54, 29.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3249/8416 [00:26<00:42, 122.73it/s]
    Epoch 2:  85%|████████▍ | 28499/33666 [16:03<02:54, 29.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3250/8416 [00:26<00:42, 122.73it/s]
    Epoch 2:  85%|████████▍ | 28500/33666 [16:03<02:54, 29.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3251/8416 [00:26<00:42, 122.73it/s]
    Epoch 2:  85%|████████▍ | 28501/33666 [16:03<02:54, 29.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3252/8416 [00:26<00:42, 122.73it/s]
    Epoch 2:  85%|████████▍ | 28502/33666 [16:03<02:54, 29.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3253/8416 [00:26<00:42, 122.73it/s]
    Epoch 2:  85%|████████▍ | 28503/33666 [16:03<02:54, 29.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3254/8416 [00:26<00:42, 122.72it/s]
    Epoch 2:  85%|████████▍ | 28504/33666 [16:03<02:54, 29.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3255/8416 [00:26<00:42, 122.71it/s]
    Epoch 2:  85%|████████▍ | 28505/33666 [16:03<02:54, 29.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3256/8416 [00:26<00:42, 122.71it/s]
    Epoch 2:  85%|████████▍ | 28506/33666 [16:03<02:54, 29.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3257/8416 [00:26<00:42, 122.71it/s]
    Epoch 2:  85%|████████▍ | 28507/33666 [16:03<02:54, 29.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3258/8416 [00:26<00:42, 122.71it/s]
    Epoch 2:  85%|████████▍ | 28508/33666 [16:03<02:54, 29.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3259/8416 [00:26<00:42, 122.71it/s]
    Epoch 2:  85%|████████▍ | 28509/33666 [16:03<02:54, 29.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3260/8416 [00:26<00:42, 122.71it/s]
    Epoch 2:  85%|████████▍ | 28510/33666 [16:04<02:54, 29.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3261/8416 [00:26<00:42, 122.71it/s]
    Epoch 2:  85%|████████▍ | 28511/33666 [16:04<02:54, 29.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3262/8416 [00:26<00:42, 122.71it/s]
    Epoch 2:  85%|████████▍ | 28512/33666 [16:04<02:54, 29.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3263/8416 [00:26<00:41, 122.71it/s]
    Epoch 2:  85%|████████▍ | 28513/33666 [16:04<02:54, 29.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3264/8416 [00:26<00:41, 122.71it/s]
    Epoch 2:  85%|████████▍ | 28514/33666 [16:04<02:54, 29.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3265/8416 [00:26<00:41, 122.68it/s]
    Epoch 2:  85%|████████▍ | 28515/33666 [16:04<02:54, 29.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3266/8416 [00:26<00:41, 122.68it/s]
    Epoch 2:  85%|████████▍ | 28516/33666 [16:04<02:54, 29.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3267/8416 [00:26<00:41, 122.68it/s]
    Epoch 2:  85%|████████▍ | 28517/33666 [16:04<02:54, 29.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3268/8416 [00:26<00:41, 122.68it/s]
    Epoch 2:  85%|████████▍ | 28518/33666 [16:04<02:54, 29.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3269/8416 [00:26<00:41, 122.68it/s]
    Epoch 2:  85%|████████▍ | 28519/33666 [16:04<02:53, 29.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3270/8416 [00:26<00:41, 122.68it/s]
    Epoch 2:  85%|████████▍ | 28520/33666 [16:04<02:53, 29.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3271/8416 [00:26<00:41, 122.68it/s]
    Epoch 2:  85%|████████▍ | 28521/33666 [16:04<02:53, 29.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3272/8416 [00:26<00:41, 122.68it/s]
    Epoch 2:  85%|████████▍ | 28522/33666 [16:04<02:53, 29.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3273/8416 [00:26<00:41, 122.68it/s]
    Epoch 2:  85%|████████▍ | 28523/33666 [16:04<02:53, 29.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3274/8416 [00:26<00:41, 122.68it/s]
    Epoch 2:  85%|████████▍ | 28524/33666 [16:04<02:53, 29.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3275/8416 [00:26<00:41, 122.68it/s]
    Epoch 2:  85%|████████▍ | 28525/33666 [16:04<02:53, 29.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3276/8416 [00:26<00:41, 122.68it/s]
    Epoch 2:  85%|████████▍ | 28526/33666 [16:04<02:53, 29.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3277/8416 [00:26<00:41, 122.68it/s]
    Epoch 2:  85%|████████▍ | 28527/33666 [16:04<02:53, 29.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3278/8416 [00:26<00:41, 122.68it/s]
    Epoch 2:  85%|████████▍ | 28528/33666 [16:04<02:53, 29.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3279/8416 [00:26<00:41, 122.68it/s]
    Epoch 2:  85%|████████▍ | 28529/33666 [16:04<02:53, 29.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3280/8416 [00:26<00:41, 122.68it/s]
    Epoch 2:  85%|████████▍ | 28530/33666 [16:04<02:53, 29.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3281/8416 [00:26<00:41, 122.68it/s]
    Epoch 2:  85%|████████▍ | 28531/33666 [16:04<02:53, 29.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3282/8416 [00:26<00:41, 122.68it/s]
    Epoch 2:  85%|████████▍ | 28532/33666 [16:04<02:53, 29.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3283/8416 [00:26<00:41, 122.68it/s]
    Epoch 2:  85%|████████▍ | 28533/33666 [16:04<02:53, 29.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3284/8416 [00:26<00:41, 122.68it/s]
    Epoch 2:  85%|████████▍ | 28534/33666 [16:04<02:53, 29.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3285/8416 [00:26<00:41, 122.68it/s]
    Epoch 2:  85%|████████▍ | 28535/33666 [16:04<02:53, 29.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3286/8416 [00:26<00:41, 122.67it/s]
    Epoch 2:  85%|████████▍ | 28536/33666 [16:04<02:53, 29.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3287/8416 [00:26<00:41, 122.67it/s]
    Epoch 2:  85%|████████▍ | 28537/33666 [16:04<02:53, 29.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3288/8416 [00:26<00:41, 122.67it/s]
    Epoch 2:  85%|████████▍ | 28538/33666 [16:04<02:53, 29.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3289/8416 [00:26<00:41, 122.67it/s]
    Epoch 2:  85%|████████▍ | 28539/33666 [16:04<02:53, 29.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3290/8416 [00:26<00:41, 122.67it/s]
    Epoch 2:  85%|████████▍ | 28540/33666 [16:04<02:53, 29.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3291/8416 [00:26<00:41, 122.67it/s]
    Epoch 2:  85%|████████▍ | 28541/33666 [16:04<02:53, 29.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3292/8416 [00:26<00:41, 122.68it/s]
    Epoch 2:  85%|████████▍ | 28542/33666 [16:04<02:53, 29.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3293/8416 [00:26<00:41, 122.68it/s]
    Epoch 2:  85%|████████▍ | 28543/33666 [16:04<02:53, 29.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3294/8416 [00:26<00:41, 122.67it/s]
    Epoch 2:  85%|████████▍ | 28544/33666 [16:04<02:53, 29.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3295/8416 [00:26<00:41, 122.67it/s]
    Epoch 2:  85%|████████▍ | 28545/33666 [16:04<02:52, 29.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3296/8416 [00:26<00:41, 122.67it/s]
    Epoch 2:  85%|████████▍ | 28546/33666 [16:04<02:52, 29.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3297/8416 [00:26<00:41, 122.67it/s]
    Epoch 2:  85%|████████▍ | 28547/33666 [16:04<02:52, 29.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3298/8416 [00:26<00:41, 122.67it/s]
    Epoch 2:  85%|████████▍ | 28548/33666 [16:04<02:52, 29.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3299/8416 [00:26<00:41, 122.67it/s]
    Epoch 2:  85%|████████▍ | 28549/33666 [16:04<02:52, 29.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3300/8416 [00:26<00:41, 122.67it/s]
    Epoch 2:  85%|████████▍ | 28550/33666 [16:04<02:52, 29.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3301/8416 [00:26<00:41, 122.67it/s]
    Epoch 2:  85%|████████▍ | 28551/33666 [16:04<02:52, 29.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3302/8416 [00:26<00:41, 122.66it/s]
    Epoch 2:  85%|████████▍ | 28552/33666 [16:04<02:52, 29.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3303/8416 [00:26<00:41, 122.66it/s]
    Epoch 2:  85%|████████▍ | 28553/33666 [16:04<02:52, 29.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3304/8416 [00:26<00:41, 122.66it/s]
    Epoch 2:  85%|████████▍ | 28554/33666 [16:04<02:52, 29.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3305/8416 [00:26<00:41, 122.66it/s]
    Epoch 2:  85%|████████▍ | 28555/33666 [16:04<02:52, 29.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3306/8416 [00:26<00:41, 122.66it/s]
    Epoch 2:  85%|████████▍ | 28556/33666 [16:04<02:52, 29.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3307/8416 [00:26<00:41, 122.66it/s]
    Epoch 2:  85%|████████▍ | 28557/33666 [16:04<02:52, 29.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3308/8416 [00:26<00:41, 122.66it/s]
    Epoch 2:  85%|████████▍ | 28558/33666 [16:04<02:52, 29.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3309/8416 [00:26<00:41, 122.66it/s]
    Epoch 2:  85%|████████▍ | 28559/33666 [16:04<02:52, 29.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3310/8416 [00:26<00:41, 122.66it/s]
    Epoch 2:  85%|████████▍ | 28560/33666 [16:04<02:52, 29.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3311/8416 [00:26<00:41, 122.66it/s]
    Epoch 2:  85%|████████▍ | 28561/33666 [16:04<02:52, 29.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3312/8416 [00:27<00:41, 122.66it/s]
    Epoch 2:  85%|████████▍ | 28562/33666 [16:04<02:52, 29.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3313/8416 [00:27<00:41, 122.66it/s]
    Epoch 2:  85%|████████▍ | 28563/33666 [16:04<02:52, 29.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3314/8416 [00:27<00:41, 122.66it/s]
    Epoch 2:  85%|████████▍ | 28564/33666 [16:04<02:52, 29.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3315/8416 [00:27<00:41, 122.66it/s]
    Epoch 2:  85%|████████▍ | 28565/33666 [16:04<02:52, 29.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3316/8416 [00:27<00:41, 122.66it/s]
    Epoch 2:  85%|████████▍ | 28566/33666 [16:04<02:52, 29.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3317/8416 [00:27<00:41, 122.66it/s]
    Epoch 2:  85%|████████▍ | 28567/33666 [16:04<02:52, 29.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3318/8416 [00:27<00:41, 122.65it/s]
    Epoch 2:  85%|████████▍ | 28568/33666 [16:04<02:52, 29.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3319/8416 [00:27<00:41, 122.65it/s]
    Epoch 2:  85%|████████▍ | 28569/33666 [16:04<02:52, 29.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3320/8416 [00:27<00:41, 122.65it/s]
    Epoch 2:  85%|████████▍ | 28570/33666 [16:04<02:52, 29.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3321/8416 [00:27<00:41, 122.65it/s]
    Epoch 2:  85%|████████▍ | 28571/33666 [16:04<02:51, 29.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3322/8416 [00:27<00:41, 122.65it/s]
    Epoch 2:  85%|████████▍ | 28572/33666 [16:04<02:51, 29.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3323/8416 [00:27<00:41, 122.65it/s]
    Epoch 2:  85%|████████▍ | 28573/33666 [16:04<02:51, 29.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3324/8416 [00:27<00:41, 122.65it/s]
    Epoch 2:  85%|████████▍ | 28574/33666 [16:04<02:51, 29.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3325/8416 [00:27<00:41, 122.65it/s]
    Epoch 2:  85%|████████▍ | 28575/33666 [16:04<02:51, 29.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3326/8416 [00:27<00:41, 122.65it/s]
    Epoch 2:  85%|████████▍ | 28576/33666 [16:04<02:51, 29.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3327/8416 [00:27<00:41, 122.65it/s]
    Epoch 2:  85%|████████▍ | 28577/33666 [16:04<02:51, 29.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3328/8416 [00:27<00:41, 122.64it/s]
    Epoch 2:  85%|████████▍ | 28578/33666 [16:04<02:51, 29.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3329/8416 [00:27<00:41, 122.65it/s]
    Epoch 2:  85%|████████▍ | 28579/33666 [16:04<02:51, 29.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3330/8416 [00:27<00:41, 122.64it/s]
    Epoch 2:  85%|████████▍ | 28580/33666 [16:04<02:51, 29.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3331/8416 [00:27<00:41, 122.64it/s]
    Epoch 2:  85%|████████▍ | 28581/33666 [16:04<02:51, 29.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3332/8416 [00:27<00:41, 122.64it/s]
    Epoch 2:  85%|████████▍ | 28582/33666 [16:04<02:51, 29.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3333/8416 [00:27<00:41, 122.64it/s]
    Epoch 2:  85%|████████▍ | 28583/33666 [16:04<02:51, 29.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3334/8416 [00:27<00:41, 122.64it/s]
    Epoch 2:  85%|████████▍ | 28584/33666 [16:04<02:51, 29.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3335/8416 [00:27<00:41, 122.63it/s]
    Epoch 2:  85%|████████▍ | 28585/33666 [16:04<02:51, 29.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3336/8416 [00:27<00:41, 122.64it/s]
    Epoch 2:  85%|████████▍ | 28586/33666 [16:04<02:51, 29.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3337/8416 [00:27<00:41, 122.64it/s]
    Epoch 2:  85%|████████▍ | 28587/33666 [16:04<02:51, 29.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3338/8416 [00:27<00:41, 122.64it/s]
    Epoch 2:  85%|████████▍ | 28588/33666 [16:04<02:51, 29.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3339/8416 [00:27<00:41, 122.64it/s]
    Epoch 2:  85%|████████▍ | 28589/33666 [16:04<02:51, 29.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3340/8416 [00:27<00:41, 122.64it/s]
    Epoch 2:  85%|████████▍ | 28590/33666 [16:04<02:51, 29.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3341/8416 [00:27<00:41, 122.64it/s]
    Epoch 2:  85%|████████▍ | 28591/33666 [16:04<02:51, 29.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3342/8416 [00:27<00:41, 122.64it/s]
    Epoch 2:  85%|████████▍ | 28592/33666 [16:04<02:51, 29.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3343/8416 [00:27<00:41, 122.63it/s]
    Epoch 2:  85%|████████▍ | 28593/33666 [16:04<02:51, 29.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3344/8416 [00:27<00:41, 122.64it/s]
    Epoch 2:  85%|████████▍ | 28594/33666 [16:04<02:51, 29.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3345/8416 [00:27<00:41, 122.63it/s]
    Epoch 2:  85%|████████▍ | 28595/33666 [16:04<02:51, 29.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3346/8416 [00:27<00:41, 122.63it/s]
    Epoch 2:  85%|████████▍ | 28596/33666 [16:04<02:51, 29.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3347/8416 [00:27<00:41, 122.63it/s]
    Epoch 2:  85%|████████▍ | 28597/33666 [16:04<02:51, 29.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3348/8416 [00:27<00:41, 122.63it/s]
    Epoch 2:  85%|████████▍ | 28598/33666 [16:04<02:50, 29.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3349/8416 [00:27<00:41, 122.63it/s]
    Epoch 2:  85%|████████▍ | 28599/33666 [16:04<02:50, 29.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3350/8416 [00:27<00:41, 122.63it/s]
    Epoch 2:  85%|████████▍ | 28600/33666 [16:04<02:50, 29.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3351/8416 [00:27<00:41, 122.63it/s]
    Epoch 2:  85%|████████▍ | 28601/33666 [16:04<02:50, 29.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3352/8416 [00:27<00:41, 122.63it/s]
    Epoch 2:  85%|████████▍ | 28602/33666 [16:04<02:50, 29.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3353/8416 [00:27<00:41, 122.63it/s]
    Epoch 2:  85%|████████▍ | 28603/33666 [16:04<02:50, 29.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3354/8416 [00:27<00:41, 122.63it/s]
    Epoch 2:  85%|████████▍ | 28604/33666 [16:04<02:50, 29.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3355/8416 [00:27<00:41, 122.63it/s]
    Epoch 2:  85%|████████▍ | 28605/33666 [16:04<02:50, 29.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3356/8416 [00:27<00:41, 122.63it/s]
    Epoch 2:  85%|████████▍ | 28606/33666 [16:04<02:50, 29.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3357/8416 [00:27<00:41, 122.63it/s]
    Epoch 2:  85%|████████▍ | 28607/33666 [16:04<02:50, 29.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3358/8416 [00:27<00:41, 122.63it/s]
    Epoch 2:  85%|████████▍ | 28608/33666 [16:04<02:50, 29.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3359/8416 [00:27<00:41, 122.63it/s]
    Epoch 2:  85%|████████▍ | 28609/33666 [16:04<02:50, 29.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3360/8416 [00:27<00:41, 122.63it/s]
    Epoch 2:  85%|████████▍ | 28610/33666 [16:04<02:50, 29.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3361/8416 [00:27<00:41, 122.63it/s]
    Epoch 2:  85%|████████▍ | 28611/33666 [16:04<02:50, 29.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3362/8416 [00:27<00:41, 122.63it/s]
    Epoch 2:  85%|████████▍ | 28612/33666 [16:04<02:50, 29.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3363/8416 [00:27<00:41, 122.63it/s]
    Epoch 2:  85%|████████▍ | 28613/33666 [16:04<02:50, 29.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3364/8416 [00:27<00:41, 122.62it/s]
    Epoch 2:  85%|████████▍ | 28614/33666 [16:04<02:50, 29.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3365/8416 [00:27<00:41, 122.62it/s]
    Epoch 2:  85%|████████▍ | 28615/33666 [16:04<02:50, 29.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3366/8416 [00:27<00:41, 122.62it/s]
    Epoch 2:  85%|████████▍ | 28616/33666 [16:04<02:50, 29.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|████      | 3367/8416 [00:27<00:41, 122.61it/s]
    Epoch 2:  85%|████████▌ | 28617/33666 [16:04<02:50, 29.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|████      | 3368/8416 [00:27<00:41, 122.61it/s]
    Epoch 2:  85%|████████▌ | 28618/33666 [16:04<02:50, 29.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|████      | 3369/8416 [00:27<00:41, 122.61it/s]
    Epoch 2:  85%|████████▌ | 28619/33666 [16:04<02:50, 29.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|████      | 3370/8416 [00:27<00:41, 122.61it/s]
    Epoch 2:  85%|████████▌ | 28620/33666 [16:04<02:50, 29.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|████      | 3371/8416 [00:27<00:41, 122.62it/s]
    Epoch 2:  85%|████████▌ | 28621/33666 [16:04<02:50, 29.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|████      | 3372/8416 [00:27<00:41, 122.62it/s]
    Epoch 2:  85%|████████▌ | 28622/33666 [16:04<02:50, 29.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|████      | 3373/8416 [00:27<00:41, 122.62it/s]
    Epoch 2:  85%|████████▌ | 28623/33666 [16:04<02:50, 29.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|████      | 3374/8416 [00:27<00:41, 122.61it/s]
    Epoch 2:  85%|████████▌ | 28624/33666 [16:04<02:49, 29.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|████      | 3375/8416 [00:27<00:41, 122.61it/s]
    Epoch 2:  85%|████████▌ | 28625/33666 [16:04<02:49, 29.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|████      | 3376/8416 [00:27<00:41, 122.61it/s]
    Epoch 2:  85%|████████▌ | 28626/33666 [16:04<02:49, 29.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|████      | 3377/8416 [00:27<00:41, 122.61it/s]
    Epoch 2:  85%|████████▌ | 28627/33666 [16:04<02:49, 29.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|████      | 3378/8416 [00:27<00:41, 122.61it/s]
    Epoch 2:  85%|████████▌ | 28628/33666 [16:04<02:49, 29.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|████      | 3379/8416 [00:27<00:41, 122.61it/s]
    Epoch 2:  85%|████████▌ | 28629/33666 [16:04<02:49, 29.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|████      | 3380/8416 [00:27<00:41, 122.61it/s]
    Epoch 2:  85%|████████▌ | 28630/33666 [16:05<02:49, 29.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|████      | 3381/8416 [00:27<00:41, 122.61it/s]
    Epoch 2:  85%|████████▌ | 28631/33666 [16:05<02:49, 29.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|████      | 3382/8416 [00:27<00:41, 122.61it/s]
    Epoch 2:  85%|████████▌ | 28632/33666 [16:05<02:49, 29.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|████      | 3383/8416 [00:27<00:41, 122.60it/s]
    Epoch 2:  85%|████████▌ | 28633/33666 [16:05<02:49, 29.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|████      | 3384/8416 [00:27<00:41, 122.60it/s]
    Epoch 2:  85%|████████▌ | 28634/33666 [16:05<02:49, 29.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|████      | 3385/8416 [00:27<00:41, 122.60it/s]
    Epoch 2:  85%|████████▌ | 28635/33666 [16:05<02:49, 29.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|████      | 3386/8416 [00:27<00:41, 122.60it/s]
    Epoch 2:  85%|████████▌ | 28636/33666 [16:05<02:49, 29.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|████      | 3387/8416 [00:27<00:41, 122.60it/s]
    Epoch 2:  85%|████████▌ | 28637/33666 [16:05<02:49, 29.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|████      | 3388/8416 [00:27<00:41, 122.60it/s]
    Epoch 2:  85%|████████▌ | 28638/33666 [16:05<02:49, 29.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|████      | 3389/8416 [00:27<00:41, 122.60it/s]
    Epoch 2:  85%|████████▌ | 28639/33666 [16:05<02:49, 29.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|████      | 3390/8416 [00:27<00:40, 122.60it/s]
    Epoch 2:  85%|████████▌ | 28640/33666 [16:05<02:49, 29.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|████      | 3391/8416 [00:27<00:40, 122.59it/s]
    Epoch 2:  85%|████████▌ | 28641/33666 [16:05<02:49, 29.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|████      | 3392/8416 [00:27<00:40, 122.59it/s]
    Epoch 2:  85%|████████▌ | 28642/33666 [16:05<02:49, 29.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|████      | 3393/8416 [00:27<00:40, 122.59it/s]
    Epoch 2:  85%|████████▌ | 28643/33666 [16:05<02:49, 29.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|████      | 3394/8416 [00:27<00:40, 122.59it/s]
    Epoch 2:  85%|████████▌ | 28644/33666 [16:05<02:49, 29.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|████      | 3395/8416 [00:27<00:40, 122.59it/s]
    Epoch 2:  85%|████████▌ | 28645/33666 [16:05<02:49, 29.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|████      | 3396/8416 [00:27<00:40, 122.59it/s]
    Epoch 2:  85%|████████▌ | 28646/33666 [16:05<02:49, 29.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|████      | 3397/8416 [00:27<00:40, 122.59it/s]
    Epoch 2:  85%|████████▌ | 28647/33666 [16:05<02:49, 29.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|████      | 3398/8416 [00:27<00:40, 122.58it/s]
    Epoch 2:  85%|████████▌ | 28648/33666 [16:05<02:49, 29.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|████      | 3399/8416 [00:27<00:40, 122.58it/s]
    Epoch 2:  85%|████████▌ | 28649/33666 [16:05<02:49, 29.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|████      | 3400/8416 [00:27<00:40, 122.58it/s]
    Epoch 2:  85%|████████▌ | 28650/33666 [16:05<02:48, 29.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|████      | 3401/8416 [00:27<00:40, 122.58it/s]
    Epoch 2:  85%|████████▌ | 28651/33666 [16:05<02:48, 29.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|████      | 3402/8416 [00:27<00:40, 122.58it/s]
    Epoch 2:  85%|████████▌ | 28652/33666 [16:05<02:48, 29.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|████      | 3403/8416 [00:27<00:40, 122.57it/s]
    Epoch 2:  85%|████████▌ | 28653/33666 [16:05<02:48, 29.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|████      | 3404/8416 [00:27<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28654/33666 [16:05<02:48, 29.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|████      | 3405/8416 [00:27<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28655/33666 [16:05<02:48, 29.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|████      | 3406/8416 [00:27<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28656/33666 [16:05<02:48, 29.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|████      | 3407/8416 [00:27<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28657/33666 [16:05<02:48, 29.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  40%|████      | 3408/8416 [00:27<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28658/33666 [16:05<02:48, 29.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3409/8416 [00:27<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28659/33666 [16:05<02:48, 29.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3410/8416 [00:27<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28660/33666 [16:05<02:48, 29.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3411/8416 [00:27<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28661/33666 [16:05<02:48, 29.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3412/8416 [00:27<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28662/33666 [16:05<02:48, 29.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3413/8416 [00:27<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28663/33666 [16:05<02:48, 29.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3414/8416 [00:27<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28664/33666 [16:05<02:48, 29.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3415/8416 [00:27<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28665/33666 [16:05<02:48, 29.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3416/8416 [00:27<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28666/33666 [16:05<02:48, 29.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3417/8416 [00:27<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28667/33666 [16:05<02:48, 29.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3418/8416 [00:27<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28668/33666 [16:05<02:48, 29.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3419/8416 [00:27<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28669/33666 [16:05<02:48, 29.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3420/8416 [00:27<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28670/33666 [16:05<02:48, 29.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3421/8416 [00:27<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28671/33666 [16:05<02:48, 29.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3422/8416 [00:27<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28672/33666 [16:05<02:48, 29.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3423/8416 [00:27<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28673/33666 [16:05<02:48, 29.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3424/8416 [00:27<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28674/33666 [16:05<02:48, 29.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3425/8416 [00:27<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28675/33666 [16:05<02:48, 29.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3426/8416 [00:27<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28676/33666 [16:05<02:47, 29.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3427/8416 [00:27<00:40, 122.56it/s]
    Epoch 2:  85%|████████▌ | 28677/33666 [16:05<02:47, 29.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3428/8416 [00:27<00:40, 122.56it/s]
    Epoch 2:  85%|████████▌ | 28678/33666 [16:05<02:47, 29.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3429/8416 [00:27<00:40, 122.56it/s]
    Epoch 2:  85%|████████▌ | 28679/33666 [16:05<02:47, 29.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3430/8416 [00:27<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28680/33666 [16:05<02:47, 29.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3431/8416 [00:27<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28681/33666 [16:05<02:47, 29.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3432/8416 [00:28<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28682/33666 [16:05<02:47, 29.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3433/8416 [00:28<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28683/33666 [16:05<02:47, 29.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3434/8416 [00:28<00:40, 122.56it/s]
    Epoch 2:  85%|████████▌ | 28684/33666 [16:05<02:47, 29.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3435/8416 [00:28<00:40, 122.56it/s]
    Epoch 2:  85%|████████▌ | 28685/33666 [16:05<02:47, 29.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3436/8416 [00:28<00:40, 122.56it/s]
    Epoch 2:  85%|████████▌ | 28686/33666 [16:05<02:47, 29.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3437/8416 [00:28<00:40, 122.56it/s]
    Epoch 2:  85%|████████▌ | 28687/33666 [16:05<02:47, 29.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3438/8416 [00:28<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28688/33666 [16:05<02:47, 29.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3439/8416 [00:28<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28689/33666 [16:05<02:47, 29.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3440/8416 [00:28<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28690/33666 [16:05<02:47, 29.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3441/8416 [00:28<00:40, 122.56it/s]
    Epoch 2:  85%|████████▌ | 28691/33666 [16:05<02:47, 29.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3442/8416 [00:28<00:40, 122.56it/s]
    Epoch 2:  85%|████████▌ | 28692/33666 [16:05<02:47, 29.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3443/8416 [00:28<00:40, 122.56it/s]
    Epoch 2:  85%|████████▌ | 28693/33666 [16:05<02:47, 29.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3444/8416 [00:28<00:40, 122.56it/s]
    Epoch 2:  85%|████████▌ | 28694/33666 [16:05<02:47, 29.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3445/8416 [00:28<00:40, 122.56it/s]
    Epoch 2:  85%|████████▌ | 28695/33666 [16:05<02:47, 29.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3446/8416 [00:28<00:40, 122.56it/s]
    Epoch 2:  85%|████████▌ | 28696/33666 [16:05<02:47, 29.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3447/8416 [00:28<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28697/33666 [16:05<02:47, 29.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3448/8416 [00:28<00:40, 122.56it/s]
    Epoch 2:  85%|████████▌ | 28698/33666 [16:05<02:47, 29.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3449/8416 [00:28<00:40, 122.56it/s]
    Epoch 2:  85%|████████▌ | 28699/33666 [16:05<02:47, 29.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3450/8416 [00:28<00:40, 122.56it/s]
    Epoch 2:  85%|████████▌ | 28700/33666 [16:05<02:47, 29.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3451/8416 [00:28<00:40, 122.56it/s]
    Epoch 2:  85%|████████▌ | 28701/33666 [16:05<02:47, 29.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3452/8416 [00:28<00:40, 122.56it/s]
    Epoch 2:  85%|████████▌ | 28702/33666 [16:05<02:47, 29.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3453/8416 [00:28<00:40, 122.56it/s]
    Epoch 2:  85%|████████▌ | 28703/33666 [16:05<02:46, 29.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3454/8416 [00:28<00:40, 122.56it/s]
    Epoch 2:  85%|████████▌ | 28704/33666 [16:05<02:46, 29.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3455/8416 [00:28<00:40, 122.56it/s]
    Epoch 2:  85%|████████▌ | 28705/33666 [16:05<02:46, 29.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3456/8416 [00:28<00:40, 122.56it/s]
    Epoch 2:  85%|████████▌ | 28706/33666 [16:05<02:46, 29.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3457/8416 [00:28<00:40, 122.56it/s]
    Epoch 2:  85%|████████▌ | 28707/33666 [16:05<02:46, 29.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3458/8416 [00:28<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28708/33666 [16:05<02:46, 29.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3459/8416 [00:28<00:40, 122.56it/s]
    Epoch 2:  85%|████████▌ | 28709/33666 [16:05<02:46, 29.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3460/8416 [00:28<00:40, 122.56it/s]
    Epoch 2:  85%|████████▌ | 28710/33666 [16:05<02:46, 29.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3461/8416 [00:28<00:40, 122.56it/s]
    Epoch 2:  85%|████████▌ | 28711/33666 [16:05<02:46, 29.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3462/8416 [00:28<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28712/33666 [16:05<02:46, 29.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3463/8416 [00:28<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28713/33666 [16:05<02:46, 29.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3464/8416 [00:28<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28714/33666 [16:05<02:46, 29.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3465/8416 [00:28<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28715/33666 [16:05<02:46, 29.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3466/8416 [00:28<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28716/33666 [16:05<02:46, 29.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3467/8416 [00:28<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28717/33666 [16:05<02:46, 29.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3468/8416 [00:28<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28718/33666 [16:05<02:46, 29.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3469/8416 [00:28<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28719/33666 [16:05<02:46, 29.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3470/8416 [00:28<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28720/33666 [16:05<02:46, 29.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████      | 3471/8416 [00:28<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28721/33666 [16:05<02:46, 29.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3472/8416 [00:28<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28722/33666 [16:05<02:46, 29.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3473/8416 [00:28<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28723/33666 [16:05<02:46, 29.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3474/8416 [00:28<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28724/33666 [16:05<02:46, 29.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3475/8416 [00:28<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28725/33666 [16:05<02:46, 29.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3476/8416 [00:28<00:40, 122.55it/s]
    Epoch 2:  85%|████████▌ | 28726/33666 [16:05<02:46, 29.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3477/8416 [00:28<00:40, 122.54it/s]
    Epoch 2:  85%|████████▌ | 28727/33666 [16:05<02:46, 29.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3478/8416 [00:28<00:40, 122.54it/s]
    Epoch 2:  85%|████████▌ | 28728/33666 [16:05<02:46, 29.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3479/8416 [00:28<00:40, 122.54it/s]
    Epoch 2:  85%|████████▌ | 28729/33666 [16:05<02:45, 29.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3480/8416 [00:28<00:40, 122.54it/s]
    Epoch 2:  85%|████████▌ | 28730/33666 [16:05<02:45, 29.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3481/8416 [00:28<00:40, 122.51it/s]
    Epoch 2:  85%|████████▌ | 28731/33666 [16:05<02:45, 29.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3482/8416 [00:28<00:40, 122.51it/s]
    Epoch 2:  85%|████████▌ | 28732/33666 [16:05<02:45, 29.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3483/8416 [00:28<00:40, 122.51it/s]
    Epoch 2:  85%|████████▌ | 28733/33666 [16:05<02:45, 29.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3484/8416 [00:28<00:40, 122.51it/s]
    Epoch 2:  85%|████████▌ | 28734/33666 [16:05<02:45, 29.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3485/8416 [00:28<00:40, 122.51it/s]
    Epoch 2:  85%|████████▌ | 28735/33666 [16:05<02:45, 29.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3486/8416 [00:28<00:40, 122.51it/s]
    Epoch 2:  85%|████████▌ | 28736/33666 [16:05<02:45, 29.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3487/8416 [00:28<00:40, 122.50it/s]
    Epoch 2:  85%|████████▌ | 28737/33666 [16:05<02:45, 29.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3488/8416 [00:28<00:40, 122.50it/s]
    Epoch 2:  85%|████████▌ | 28738/33666 [16:05<02:45, 29.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3489/8416 [00:28<00:40, 122.50it/s]
    Epoch 2:  85%|████████▌ | 28739/33666 [16:05<02:45, 29.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3490/8416 [00:28<00:40, 122.50it/s]
    Epoch 2:  85%|████████▌ | 28740/33666 [16:05<02:45, 29.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3491/8416 [00:28<00:40, 122.50it/s]
    Epoch 2:  85%|████████▌ | 28741/33666 [16:05<02:45, 29.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3492/8416 [00:28<00:40, 122.50it/s]
    Epoch 2:  85%|████████▌ | 28742/33666 [16:05<02:45, 29.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3493/8416 [00:28<00:40, 122.50it/s]
    Epoch 2:  85%|████████▌ | 28743/33666 [16:05<02:45, 29.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3494/8416 [00:28<00:40, 122.50it/s]
    Epoch 2:  85%|████████▌ | 28744/33666 [16:05<02:45, 29.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3495/8416 [00:28<00:40, 122.50it/s]
    Epoch 2:  85%|████████▌ | 28745/33666 [16:05<02:45, 29.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3496/8416 [00:28<00:40, 122.50it/s]
    Epoch 2:  85%|████████▌ | 28746/33666 [16:05<02:45, 29.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3497/8416 [00:28<00:40, 122.50it/s]
    Epoch 2:  85%|████████▌ | 28747/33666 [16:05<02:45, 29.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3498/8416 [00:28<00:40, 122.50it/s]
    Epoch 2:  85%|████████▌ | 28748/33666 [16:05<02:45, 29.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3499/8416 [00:28<00:40, 122.50it/s]
    Epoch 2:  85%|████████▌ | 28749/33666 [16:06<02:45, 29.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3500/8416 [00:28<00:40, 122.49it/s]
    Epoch 2:  85%|████████▌ | 28750/33666 [16:06<02:45, 29.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3501/8416 [00:28<00:40, 122.49it/s]
    Epoch 2:  85%|████████▌ | 28751/33666 [16:06<02:45, 29.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3502/8416 [00:28<00:40, 122.49it/s]
    Epoch 2:  85%|████████▌ | 28752/33666 [16:06<02:45, 29.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3503/8416 [00:28<00:40, 122.49it/s]
    Epoch 2:  85%|████████▌ | 28753/33666 [16:06<02:45, 29.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3504/8416 [00:28<00:40, 122.49it/s]
    Epoch 2:  85%|████████▌ | 28754/33666 [16:06<02:45, 29.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3505/8416 [00:28<00:40, 122.49it/s]
    Epoch 2:  85%|████████▌ | 28755/33666 [16:06<02:44, 29.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3506/8416 [00:28<00:40, 122.49it/s]
    Epoch 2:  85%|████████▌ | 28756/33666 [16:06<02:44, 29.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3507/8416 [00:28<00:40, 122.49it/s]
    Epoch 2:  85%|████████▌ | 28757/33666 [16:06<02:44, 29.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3508/8416 [00:28<00:40, 122.48it/s]
    Epoch 2:  85%|████████▌ | 28758/33666 [16:06<02:44, 29.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3509/8416 [00:28<00:40, 122.48it/s]
    Epoch 2:  85%|████████▌ | 28759/33666 [16:06<02:44, 29.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3510/8416 [00:28<00:40, 122.48it/s]
    Epoch 2:  85%|████████▌ | 28760/33666 [16:06<02:44, 29.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3511/8416 [00:28<00:40, 122.48it/s]
    Epoch 2:  85%|████████▌ | 28761/33666 [16:06<02:44, 29.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3512/8416 [00:28<00:40, 122.48it/s]
    Epoch 2:  85%|████████▌ | 28762/33666 [16:06<02:44, 29.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3513/8416 [00:28<00:40, 122.48it/s]
    Epoch 2:  85%|████████▌ | 28763/33666 [16:06<02:44, 29.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3514/8416 [00:28<00:40, 122.48it/s]
    Epoch 2:  85%|████████▌ | 28764/33666 [16:06<02:44, 29.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3515/8416 [00:28<00:40, 122.48it/s]
    Epoch 2:  85%|████████▌ | 28765/33666 [16:06<02:44, 29.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3516/8416 [00:28<00:40, 122.48it/s]
    Epoch 2:  85%|████████▌ | 28766/33666 [16:06<02:44, 29.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3517/8416 [00:28<00:39, 122.48it/s]
    Epoch 2:  85%|████████▌ | 28767/33666 [16:06<02:44, 29.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3518/8416 [00:28<00:39, 122.47it/s]
    Epoch 2:  85%|████████▌ | 28768/33666 [16:06<02:44, 29.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3519/8416 [00:28<00:39, 122.47it/s]
    Epoch 2:  85%|████████▌ | 28769/33666 [16:06<02:44, 29.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3520/8416 [00:28<00:39, 122.47it/s]
    Epoch 2:  85%|████████▌ | 28770/33666 [16:06<02:44, 29.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3521/8416 [00:28<00:39, 122.47it/s]
    Epoch 2:  85%|████████▌ | 28771/33666 [16:06<02:44, 29.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3522/8416 [00:28<00:39, 122.47it/s]
    Epoch 2:  85%|████████▌ | 28772/33666 [16:06<02:44, 29.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3523/8416 [00:28<00:39, 122.47it/s]
    Epoch 2:  85%|████████▌ | 28773/33666 [16:06<02:44, 29.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3524/8416 [00:28<00:39, 122.47it/s]
    Epoch 2:  85%|████████▌ | 28774/33666 [16:06<02:44, 29.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3525/8416 [00:28<00:39, 122.47it/s]
    Epoch 2:  85%|████████▌ | 28775/33666 [16:06<02:44, 29.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3526/8416 [00:28<00:39, 122.47it/s]
    Epoch 2:  85%|████████▌ | 28776/33666 [16:06<02:44, 29.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3527/8416 [00:28<00:39, 122.46it/s]
    Epoch 2:  85%|████████▌ | 28777/33666 [16:06<02:44, 29.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3528/8416 [00:28<00:39, 122.47it/s]
    Epoch 2:  85%|████████▌ | 28778/33666 [16:06<02:44, 29.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3529/8416 [00:28<00:39, 122.47it/s]
    Epoch 2:  85%|████████▌ | 28779/33666 [16:06<02:44, 29.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3530/8416 [00:28<00:39, 122.47it/s]
    Epoch 2:  85%|████████▌ | 28780/33666 [16:06<02:44, 29.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3531/8416 [00:28<00:39, 122.47it/s]
    Epoch 2:  85%|████████▌ | 28781/33666 [16:06<02:44, 29.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3532/8416 [00:28<00:39, 122.47it/s]
    Epoch 2:  85%|████████▌ | 28782/33666 [16:06<02:43, 29.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3533/8416 [00:28<00:39, 122.47it/s]
    Epoch 2:  85%|████████▌ | 28783/33666 [16:06<02:43, 29.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3534/8416 [00:28<00:39, 122.46it/s]
    Epoch 2:  85%|████████▌ | 28784/33666 [16:06<02:43, 29.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3535/8416 [00:28<00:39, 122.46it/s]
    Epoch 2:  86%|████████▌ | 28785/33666 [16:06<02:43, 29.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3536/8416 [00:28<00:39, 122.46it/s]
    Epoch 2:  86%|████████▌ | 28786/33666 [16:06<02:43, 29.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3537/8416 [00:28<00:39, 122.46it/s]
    Epoch 2:  86%|████████▌ | 28787/33666 [16:06<02:43, 29.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3538/8416 [00:28<00:39, 122.46it/s]
    Epoch 2:  86%|████████▌ | 28788/33666 [16:06<02:43, 29.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3539/8416 [00:28<00:39, 122.46it/s]
    Epoch 2:  86%|████████▌ | 28789/33666 [16:06<02:43, 29.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3540/8416 [00:28<00:39, 122.46it/s]
    Epoch 2:  86%|████████▌ | 28790/33666 [16:06<02:43, 29.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3541/8416 [00:28<00:39, 122.46it/s]
    Epoch 2:  86%|████████▌ | 28791/33666 [16:06<02:43, 29.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3542/8416 [00:28<00:39, 122.45it/s]
    Epoch 2:  86%|████████▌ | 28792/33666 [16:06<02:43, 29.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3543/8416 [00:28<00:39, 122.45it/s]
    Epoch 2:  86%|████████▌ | 28793/33666 [16:06<02:43, 29.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3544/8416 [00:28<00:39, 122.45it/s]
    Epoch 2:  86%|████████▌ | 28794/33666 [16:06<02:43, 29.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3545/8416 [00:28<00:39, 122.45it/s]
    Epoch 2:  86%|████████▌ | 28795/33666 [16:06<02:43, 29.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3546/8416 [00:28<00:39, 122.45it/s]
    Epoch 2:  86%|████████▌ | 28796/33666 [16:06<02:43, 29.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3547/8416 [00:28<00:39, 122.45it/s]
    Epoch 2:  86%|████████▌ | 28797/33666 [16:06<02:43, 29.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3548/8416 [00:28<00:39, 122.45it/s]
    Epoch 2:  86%|████████▌ | 28798/33666 [16:06<02:43, 29.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3549/8416 [00:28<00:39, 122.45it/s]
    Epoch 2:  86%|████████▌ | 28799/33666 [16:06<02:43, 29.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3550/8416 [00:28<00:39, 122.45it/s]
    Epoch 2:  86%|████████▌ | 28800/33666 [16:06<02:43, 29.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3551/8416 [00:29<00:39, 122.44it/s]
    Epoch 2:  86%|████████▌ | 28801/33666 [16:06<02:43, 29.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3552/8416 [00:29<00:39, 122.44it/s]
    Epoch 2:  86%|████████▌ | 28802/33666 [16:06<02:43, 29.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3553/8416 [00:29<00:39, 122.44it/s]
    Epoch 2:  86%|████████▌ | 28803/33666 [16:06<02:43, 29.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3554/8416 [00:29<00:39, 122.44it/s]
    Epoch 2:  86%|████████▌ | 28804/33666 [16:06<02:43, 29.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3555/8416 [00:29<00:39, 122.44it/s]
    Epoch 2:  86%|████████▌ | 28805/33666 [16:06<02:43, 29.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3556/8416 [00:29<00:39, 122.44it/s]
    Epoch 2:  86%|████████▌ | 28806/33666 [16:06<02:43, 29.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3557/8416 [00:29<00:39, 122.44it/s]
    Epoch 2:  86%|████████▌ | 28807/33666 [16:06<02:43, 29.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3558/8416 [00:29<00:39, 122.44it/s]
    Epoch 2:  86%|████████▌ | 28808/33666 [16:06<02:42, 29.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3559/8416 [00:29<00:39, 122.44it/s]
    Epoch 2:  86%|████████▌ | 28809/33666 [16:06<02:42, 29.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3560/8416 [00:29<00:39, 122.44it/s]
    Epoch 2:  86%|████████▌ | 28810/33666 [16:06<02:42, 29.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3561/8416 [00:29<00:39, 122.44it/s]
    Epoch 2:  86%|████████▌ | 28811/33666 [16:06<02:42, 29.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3562/8416 [00:29<00:39, 122.43it/s]
    Epoch 2:  86%|████████▌ | 28812/33666 [16:06<02:42, 29.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3563/8416 [00:29<00:39, 122.43it/s]
    Epoch 2:  86%|████████▌ | 28813/33666 [16:06<02:42, 29.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3564/8416 [00:29<00:39, 122.43it/s]
    Epoch 2:  86%|████████▌ | 28814/33666 [16:06<02:42, 29.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3565/8416 [00:29<00:39, 122.43it/s]
    Epoch 2:  86%|████████▌ | 28815/33666 [16:06<02:42, 29.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3566/8416 [00:29<00:39, 122.43it/s]
    Epoch 2:  86%|████████▌ | 28816/33666 [16:06<02:42, 29.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3567/8416 [00:29<00:39, 122.43it/s]
    Epoch 2:  86%|████████▌ | 28817/33666 [16:06<02:42, 29.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3568/8416 [00:29<00:39, 122.43it/s]
    Epoch 2:  86%|████████▌ | 28818/33666 [16:06<02:42, 29.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3569/8416 [00:29<00:39, 122.43it/s]
    Epoch 2:  86%|████████▌ | 28819/33666 [16:06<02:42, 29.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3570/8416 [00:29<00:39, 122.43it/s]
    Epoch 2:  86%|████████▌ | 28820/33666 [16:06<02:42, 29.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3571/8416 [00:29<00:39, 122.43it/s]
    Epoch 2:  86%|████████▌ | 28821/33666 [16:06<02:42, 29.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3572/8416 [00:29<00:39, 122.43it/s]
    Epoch 2:  86%|████████▌ | 28822/33666 [16:06<02:42, 29.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3573/8416 [00:29<00:39, 122.43it/s]
    Epoch 2:  86%|████████▌ | 28823/33666 [16:06<02:42, 29.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3574/8416 [00:29<00:39, 122.43it/s]
    Epoch 2:  86%|████████▌ | 28824/33666 [16:06<02:42, 29.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3575/8416 [00:29<00:39, 122.43it/s]
    Epoch 2:  86%|████████▌ | 28825/33666 [16:06<02:42, 29.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3576/8416 [00:29<00:39, 122.43it/s]
    Epoch 2:  86%|████████▌ | 28826/33666 [16:06<02:42, 29.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3577/8416 [00:29<00:39, 122.43it/s]
    Epoch 2:  86%|████████▌ | 28827/33666 [16:06<02:42, 29.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3578/8416 [00:29<00:39, 122.43it/s]
    Epoch 2:  86%|████████▌ | 28828/33666 [16:06<02:42, 29.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3579/8416 [00:29<00:39, 122.43it/s]
    Epoch 2:  86%|████████▌ | 28829/33666 [16:06<02:42, 29.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3580/8416 [00:29<00:39, 122.43it/s]
    Epoch 2:  86%|████████▌ | 28830/33666 [16:06<02:42, 29.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3581/8416 [00:29<00:39, 122.43it/s]
    Epoch 2:  86%|████████▌ | 28831/33666 [16:06<02:42, 29.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3582/8416 [00:29<00:39, 122.43it/s]
    Epoch 2:  86%|████████▌ | 28832/33666 [16:06<02:42, 29.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3583/8416 [00:29<00:39, 122.42it/s]
    Epoch 2:  86%|████████▌ | 28833/33666 [16:06<02:42, 29.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3584/8416 [00:29<00:39, 122.42it/s]
    Epoch 2:  86%|████████▌ | 28834/33666 [16:06<02:42, 29.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3585/8416 [00:29<00:39, 122.42it/s]
    Epoch 2:  86%|████████▌ | 28835/33666 [16:06<02:41, 29.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3586/8416 [00:29<00:39, 122.42it/s]
    Epoch 2:  86%|████████▌ | 28836/33666 [16:06<02:41, 29.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3587/8416 [00:29<00:39, 122.42it/s]
    Epoch 2:  86%|████████▌ | 28837/33666 [16:06<02:41, 29.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3588/8416 [00:29<00:39, 122.42it/s]
    Epoch 2:  86%|████████▌ | 28838/33666 [16:06<02:41, 29.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3589/8416 [00:29<00:39, 122.42it/s]
    Epoch 2:  86%|████████▌ | 28839/33666 [16:06<02:41, 29.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3590/8416 [00:29<00:39, 122.41it/s]
    Epoch 2:  86%|████████▌ | 28840/33666 [16:06<02:41, 29.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3591/8416 [00:29<00:39, 122.41it/s]
    Epoch 2:  86%|████████▌ | 28841/33666 [16:06<02:41, 29.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3592/8416 [00:29<00:39, 122.41it/s]
    Epoch 2:  86%|████████▌ | 28842/33666 [16:06<02:41, 29.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3593/8416 [00:29<00:39, 122.41it/s]
    Epoch 2:  86%|████████▌ | 28843/33666 [16:06<02:41, 29.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3594/8416 [00:29<00:39, 122.41it/s]
    Epoch 2:  86%|████████▌ | 28844/33666 [16:06<02:41, 29.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3595/8416 [00:29<00:39, 122.41it/s]
    Epoch 2:  86%|████████▌ | 28845/33666 [16:06<02:41, 29.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3596/8416 [00:29<00:39, 122.41it/s]
    Epoch 2:  86%|████████▌ | 28846/33666 [16:06<02:41, 29.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3597/8416 [00:29<00:39, 122.41it/s]
    Epoch 2:  86%|████████▌ | 28847/33666 [16:06<02:41, 29.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3598/8416 [00:29<00:39, 122.41it/s]
    Epoch 2:  86%|████████▌ | 28848/33666 [16:06<02:41, 29.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3599/8416 [00:29<00:39, 122.41it/s]
    Epoch 2:  86%|████████▌ | 28849/33666 [16:06<02:41, 29.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3600/8416 [00:29<00:39, 122.41it/s]
    Epoch 2:  86%|████████▌ | 28850/33666 [16:06<02:41, 29.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3601/8416 [00:29<00:39, 122.41it/s]
    Epoch 2:  86%|████████▌ | 28851/33666 [16:06<02:41, 29.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3602/8416 [00:29<00:39, 122.41it/s]
    Epoch 2:  86%|████████▌ | 28852/33666 [16:06<02:41, 29.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3603/8416 [00:29<00:39, 122.41it/s]
    Epoch 2:  86%|████████▌ | 28853/33666 [16:06<02:41, 29.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3604/8416 [00:29<00:39, 122.41it/s]
    Epoch 2:  86%|████████▌ | 28854/33666 [16:06<02:41, 29.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3605/8416 [00:29<00:39, 122.41it/s]
    Epoch 2:  86%|████████▌ | 28855/33666 [16:06<02:41, 29.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3606/8416 [00:29<00:39, 122.41it/s]
    Epoch 2:  86%|████████▌ | 28856/33666 [16:06<02:41, 29.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3607/8416 [00:29<00:39, 122.40it/s]
    Epoch 2:  86%|████████▌ | 28857/33666 [16:06<02:41, 29.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3608/8416 [00:29<00:39, 122.40it/s]
    Epoch 2:  86%|████████▌ | 28858/33666 [16:06<02:41, 29.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3609/8416 [00:29<00:39, 122.40it/s]
    Epoch 2:  86%|████████▌ | 28859/33666 [16:06<02:41, 29.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3610/8416 [00:29<00:39, 122.40it/s]
    Epoch 2:  86%|████████▌ | 28860/33666 [16:06<02:41, 29.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3611/8416 [00:29<00:39, 122.40it/s]
    Epoch 2:  86%|████████▌ | 28861/33666 [16:06<02:40, 29.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3612/8416 [00:29<00:39, 122.40it/s]
    Epoch 2:  86%|████████▌ | 28862/33666 [16:06<02:40, 29.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3613/8416 [00:29<00:39, 122.40it/s]
    Epoch 2:  86%|████████▌ | 28863/33666 [16:06<02:40, 29.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3614/8416 [00:29<00:39, 122.40it/s]
    Epoch 2:  86%|████████▌ | 28864/33666 [16:06<02:40, 29.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3615/8416 [00:29<00:39, 122.40it/s]
    Epoch 2:  86%|████████▌ | 28865/33666 [16:06<02:40, 29.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3616/8416 [00:29<00:39, 122.40it/s]
    Epoch 2:  86%|████████▌ | 28866/33666 [16:06<02:40, 29.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3617/8416 [00:29<00:39, 122.39it/s]
    Epoch 2:  86%|████████▌ | 28867/33666 [16:06<02:40, 29.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3618/8416 [00:29<00:39, 122.39it/s]
    Epoch 2:  86%|████████▌ | 28868/33666 [16:06<02:40, 29.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3619/8416 [00:29<00:39, 122.39it/s]
    Epoch 2:  86%|████████▌ | 28869/33666 [16:07<02:40, 29.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3620/8416 [00:29<00:39, 122.39it/s]
    Epoch 2:  86%|████████▌ | 28870/33666 [16:07<02:40, 29.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3621/8416 [00:29<00:39, 122.39it/s]
    Epoch 2:  86%|████████▌ | 28871/33666 [16:07<02:40, 29.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3622/8416 [00:29<00:39, 122.39it/s]
    Epoch 2:  86%|████████▌ | 28872/33666 [16:07<02:40, 29.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3623/8416 [00:29<00:39, 122.39it/s]
    Epoch 2:  86%|████████▌ | 28873/33666 [16:07<02:40, 29.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3624/8416 [00:29<00:39, 122.39it/s]
    Epoch 2:  86%|████████▌ | 28874/33666 [16:07<02:40, 29.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3625/8416 [00:29<00:39, 122.39it/s]
    Epoch 2:  86%|████████▌ | 28875/33666 [16:07<02:40, 29.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3626/8416 [00:29<00:39, 122.39it/s]
    Epoch 2:  86%|████████▌ | 28876/33666 [16:07<02:40, 29.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3627/8416 [00:29<00:39, 122.39it/s]
    Epoch 2:  86%|████████▌ | 28877/33666 [16:07<02:40, 29.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3628/8416 [00:29<00:39, 122.38it/s]
    Epoch 2:  86%|████████▌ | 28878/33666 [16:07<02:40, 29.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3629/8416 [00:29<00:39, 122.38it/s]
    Epoch 2:  86%|████████▌ | 28879/33666 [16:07<02:40, 29.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3630/8416 [00:29<00:39, 122.37it/s]
    Epoch 2:  86%|████████▌ | 28880/33666 [16:07<02:40, 29.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3631/8416 [00:29<00:39, 122.37it/s]
    Epoch 2:  86%|████████▌ | 28881/33666 [16:07<02:40, 29.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3632/8416 [00:29<00:39, 122.37it/s]
    Epoch 2:  86%|████████▌ | 28882/33666 [16:07<02:40, 29.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3633/8416 [00:29<00:39, 122.37it/s]
    Epoch 2:  86%|████████▌ | 28883/33666 [16:07<02:40, 29.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3634/8416 [00:29<00:39, 122.37it/s]
    Epoch 2:  86%|████████▌ | 28884/33666 [16:07<02:40, 29.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3635/8416 [00:29<00:39, 122.37it/s]
    Epoch 2:  86%|████████▌ | 28885/33666 [16:07<02:40, 29.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3636/8416 [00:29<00:39, 122.37it/s]
    Epoch 2:  86%|████████▌ | 28886/33666 [16:07<02:40, 29.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3637/8416 [00:29<00:39, 122.37it/s]
    Epoch 2:  86%|████████▌ | 28887/33666 [16:07<02:40, 29.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3638/8416 [00:29<00:39, 122.36it/s]
    Epoch 2:  86%|████████▌ | 28888/33666 [16:07<02:39, 29.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3639/8416 [00:29<00:39, 122.36it/s]
    Epoch 2:  86%|████████▌ | 28889/33666 [16:07<02:39, 29.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3640/8416 [00:29<00:39, 122.36it/s]
    Epoch 2:  86%|████████▌ | 28890/33666 [16:07<02:39, 29.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3641/8416 [00:29<00:39, 122.36it/s]
    Epoch 2:  86%|████████▌ | 28891/33666 [16:07<02:39, 29.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3642/8416 [00:29<00:39, 122.36it/s]
    Epoch 2:  86%|████████▌ | 28892/33666 [16:07<02:39, 29.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3643/8416 [00:29<00:39, 122.36it/s]
    Epoch 2:  86%|████████▌ | 28893/33666 [16:07<02:39, 29.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3644/8416 [00:29<00:38, 122.36it/s]
    Epoch 2:  86%|████████▌ | 28894/33666 [16:07<02:39, 29.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3645/8416 [00:29<00:38, 122.36it/s]
    Epoch 2:  86%|████████▌ | 28895/33666 [16:07<02:39, 29.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3646/8416 [00:29<00:38, 122.36it/s]
    Epoch 2:  86%|████████▌ | 28896/33666 [16:07<02:39, 29.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3647/8416 [00:29<00:38, 122.35it/s]
    Epoch 2:  86%|████████▌ | 28897/33666 [16:07<02:39, 29.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3648/8416 [00:29<00:38, 122.36it/s]
    Epoch 2:  86%|████████▌ | 28898/33666 [16:07<02:39, 29.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3649/8416 [00:29<00:38, 122.35it/s]
    Epoch 2:  86%|████████▌ | 28899/33666 [16:07<02:39, 29.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3650/8416 [00:29<00:38, 122.35it/s]
    Epoch 2:  86%|████████▌ | 28900/33666 [16:07<02:39, 29.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3651/8416 [00:29<00:38, 122.35it/s]
    Epoch 2:  86%|████████▌ | 28901/33666 [16:07<02:39, 29.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3652/8416 [00:29<00:38, 122.35it/s]
    Epoch 2:  86%|████████▌ | 28902/33666 [16:07<02:39, 29.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3653/8416 [00:29<00:38, 122.35it/s]
    Epoch 2:  86%|████████▌ | 28903/33666 [16:07<02:39, 29.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3654/8416 [00:29<00:38, 122.34it/s]
    Epoch 2:  86%|████████▌ | 28904/33666 [16:07<02:39, 29.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3655/8416 [00:29<00:38, 122.34it/s]
    Epoch 2:  86%|████████▌ | 28905/33666 [16:07<02:39, 29.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3656/8416 [00:29<00:38, 122.34it/s]
    Epoch 2:  86%|████████▌ | 28906/33666 [16:07<02:39, 29.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3657/8416 [00:29<00:38, 122.34it/s]
    Epoch 2:  86%|████████▌ | 28907/33666 [16:07<02:39, 29.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3658/8416 [00:29<00:38, 122.35it/s]
    Epoch 2:  86%|████████▌ | 28908/33666 [16:07<02:39, 29.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3659/8416 [00:29<00:38, 122.35it/s]
    Epoch 2:  86%|████████▌ | 28909/33666 [16:07<02:39, 29.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3660/8416 [00:29<00:38, 122.35it/s]
    Epoch 2:  86%|████████▌ | 28910/33666 [16:07<02:39, 29.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3661/8416 [00:29<00:38, 122.35it/s]
    Epoch 2:  86%|████████▌ | 28911/33666 [16:07<02:39, 29.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3662/8416 [00:29<00:38, 122.34it/s]
    Epoch 2:  86%|████████▌ | 28912/33666 [16:07<02:39, 29.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3663/8416 [00:29<00:38, 122.34it/s]
    Epoch 2:  86%|████████▌ | 28913/33666 [16:07<02:39, 29.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3664/8416 [00:29<00:38, 122.34it/s]
    Epoch 2:  86%|████████▌ | 28914/33666 [16:07<02:38, 29.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3665/8416 [00:29<00:38, 122.34it/s]
    Epoch 2:  86%|████████▌ | 28915/33666 [16:07<02:38, 29.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3666/8416 [00:29<00:38, 122.34it/s]
    Epoch 2:  86%|████████▌ | 28916/33666 [16:07<02:38, 29.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3667/8416 [00:29<00:38, 122.34it/s]
    Epoch 2:  86%|████████▌ | 28917/33666 [16:07<02:38, 29.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3668/8416 [00:29<00:38, 122.34it/s]
    Epoch 2:  86%|████████▌ | 28918/33666 [16:07<02:38, 29.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3669/8416 [00:29<00:38, 122.34it/s]
    Epoch 2:  86%|████████▌ | 28919/33666 [16:07<02:38, 29.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3670/8416 [00:29<00:38, 122.34it/s]
    Epoch 2:  86%|████████▌ | 28920/33666 [16:07<02:38, 29.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3671/8416 [00:30<00:38, 122.34it/s]
    Epoch 2:  86%|████████▌ | 28921/33666 [16:07<02:38, 29.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3672/8416 [00:30<00:38, 122.34it/s]
    Epoch 2:  86%|████████▌ | 28922/33666 [16:07<02:38, 29.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3673/8416 [00:30<00:38, 122.34it/s]
    Epoch 2:  86%|████████▌ | 28923/33666 [16:07<02:38, 29.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3674/8416 [00:30<00:38, 122.34it/s]
    Epoch 2:  86%|████████▌ | 28924/33666 [16:07<02:38, 29.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3675/8416 [00:30<00:38, 122.34it/s]
    Epoch 2:  86%|████████▌ | 28925/33666 [16:07<02:38, 29.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3676/8416 [00:30<00:38, 122.34it/s]
    Epoch 2:  86%|████████▌ | 28926/33666 [16:07<02:38, 29.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3677/8416 [00:30<00:38, 122.34it/s]
    Epoch 2:  86%|████████▌ | 28927/33666 [16:07<02:38, 29.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3678/8416 [00:30<00:38, 122.34it/s]
    Epoch 2:  86%|████████▌ | 28928/33666 [16:07<02:38, 29.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3679/8416 [00:30<00:38, 122.33it/s]
    Epoch 2:  86%|████████▌ | 28929/33666 [16:07<02:38, 29.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3680/8416 [00:30<00:38, 122.33it/s]
    Epoch 2:  86%|████████▌ | 28930/33666 [16:07<02:38, 29.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3681/8416 [00:30<00:38, 122.33it/s]
    Epoch 2:  86%|████████▌ | 28931/33666 [16:07<02:38, 29.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3682/8416 [00:30<00:38, 122.33it/s]
    Epoch 2:  86%|████████▌ | 28932/33666 [16:07<02:38, 29.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3683/8416 [00:30<00:38, 122.33it/s]
    Epoch 2:  86%|████████▌ | 28933/33666 [16:07<02:38, 29.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3684/8416 [00:30<00:38, 122.33it/s]
    Epoch 2:  86%|████████▌ | 28934/33666 [16:07<02:38, 29.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3685/8416 [00:30<00:38, 122.33it/s]
    Epoch 2:  86%|████████▌ | 28935/33666 [16:07<02:38, 29.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3686/8416 [00:30<00:38, 122.33it/s]
    Epoch 2:  86%|████████▌ | 28936/33666 [16:07<02:38, 29.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3687/8416 [00:30<00:38, 122.33it/s]
    Epoch 2:  86%|████████▌ | 28937/33666 [16:07<02:38, 29.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3688/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28938/33666 [16:07<02:38, 29.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3689/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28939/33666 [16:07<02:38, 29.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3690/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28940/33666 [16:07<02:38, 29.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3691/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28941/33666 [16:07<02:37, 29.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3692/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28942/33666 [16:07<02:37, 29.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3693/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28943/33666 [16:07<02:37, 29.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3694/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28944/33666 [16:07<02:37, 29.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3695/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28945/33666 [16:07<02:37, 29.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3696/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28946/33666 [16:07<02:37, 29.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3697/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28947/33666 [16:07<02:37, 29.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3698/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28948/33666 [16:07<02:37, 29.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3699/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28949/33666 [16:07<02:37, 29.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3700/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28950/33666 [16:07<02:37, 29.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3701/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28951/33666 [16:07<02:37, 29.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3702/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28952/33666 [16:07<02:37, 29.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3703/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28953/33666 [16:07<02:37, 29.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3704/8416 [00:30<00:38, 122.31it/s]
    Epoch 2:  86%|████████▌ | 28954/33666 [16:07<02:37, 29.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3705/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28955/33666 [16:07<02:37, 29.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3706/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28956/33666 [16:07<02:37, 29.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3707/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28957/33666 [16:07<02:37, 29.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3708/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28958/33666 [16:07<02:37, 29.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3709/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28959/33666 [16:07<02:37, 29.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3710/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28960/33666 [16:07<02:37, 29.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3711/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28961/33666 [16:07<02:37, 29.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3712/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28962/33666 [16:07<02:37, 29.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3713/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28963/33666 [16:07<02:37, 29.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3714/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28964/33666 [16:07<02:37, 29.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3715/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28965/33666 [16:07<02:37, 29.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3716/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28966/33666 [16:07<02:37, 29.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3717/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28967/33666 [16:07<02:36, 29.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3718/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28968/33666 [16:07<02:36, 29.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3719/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28969/33666 [16:07<02:36, 29.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3720/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28970/33666 [16:07<02:36, 29.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3721/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28971/33666 [16:07<02:36, 29.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3722/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28972/33666 [16:07<02:36, 29.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3723/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28973/33666 [16:07<02:36, 29.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3724/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28974/33666 [16:07<02:36, 29.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3725/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28975/33666 [16:07<02:36, 29.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3726/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28976/33666 [16:07<02:36, 29.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3727/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28977/33666 [16:07<02:36, 29.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3728/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28978/33666 [16:07<02:36, 29.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3729/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28979/33666 [16:07<02:36, 29.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3730/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28980/33666 [16:07<02:36, 29.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3731/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28981/33666 [16:07<02:36, 29.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3732/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28982/33666 [16:07<02:36, 29.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3733/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28983/33666 [16:07<02:36, 29.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3734/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28984/33666 [16:07<02:36, 29.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3735/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28985/33666 [16:07<02:36, 29.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3736/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28986/33666 [16:07<02:36, 29.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3737/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28987/33666 [16:07<02:36, 29.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3738/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28988/33666 [16:07<02:36, 29.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3739/8416 [00:30<00:38, 122.33it/s]
    Epoch 2:  86%|████████▌ | 28989/33666 [16:08<02:36, 29.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3740/8416 [00:30<00:38, 122.33it/s]
    Epoch 2:  86%|████████▌ | 28990/33666 [16:08<02:36, 29.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3741/8416 [00:30<00:38, 122.33it/s]
    Epoch 2:  86%|████████▌ | 28991/33666 [16:08<02:36, 29.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3742/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28992/33666 [16:08<02:36, 29.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3743/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 28993/33666 [16:08<02:36, 29.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3744/8416 [00:30<00:38, 122.33it/s]
    Epoch 2:  86%|████████▌ | 28994/33666 [16:08<02:35, 29.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3745/8416 [00:30<00:38, 122.33it/s]
    Epoch 2:  86%|████████▌ | 28995/33666 [16:08<02:35, 29.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3746/8416 [00:30<00:38, 122.33it/s]
    Epoch 2:  86%|████████▌ | 28996/33666 [16:08<02:35, 29.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3747/8416 [00:30<00:38, 122.33it/s]
    Epoch 2:  86%|████████▌ | 28997/33666 [16:08<02:35, 29.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3748/8416 [00:30<00:38, 122.33it/s]
    Epoch 2:  86%|████████▌ | 28998/33666 [16:08<02:35, 29.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3749/8416 [00:30<00:38, 122.33it/s]
    Epoch 2:  86%|████████▌ | 28999/33666 [16:08<02:35, 29.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3750/8416 [00:30<00:38, 122.33it/s]
    Epoch 2:  86%|████████▌ | 29000/33666 [16:08<02:35, 29.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3751/8416 [00:30<00:38, 122.33it/s]
    Epoch 2:  86%|████████▌ | 29001/33666 [16:08<02:35, 29.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3752/8416 [00:30<00:38, 122.33it/s]
    Epoch 2:  86%|████████▌ | 29002/33666 [16:08<02:35, 29.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3753/8416 [00:30<00:38, 122.33it/s]
    Epoch 2:  86%|████████▌ | 29003/33666 [16:08<02:35, 29.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3754/8416 [00:30<00:38, 122.33it/s]
    Epoch 2:  86%|████████▌ | 29004/33666 [16:08<02:35, 29.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3755/8416 [00:30<00:38, 122.33it/s]
    Epoch 2:  86%|████████▌ | 29005/33666 [16:08<02:35, 29.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3756/8416 [00:30<00:38, 122.33it/s]
    Epoch 2:  86%|████████▌ | 29006/33666 [16:08<02:35, 29.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3757/8416 [00:30<00:38, 122.33it/s]
    Epoch 2:  86%|████████▌ | 29007/33666 [16:08<02:35, 29.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3758/8416 [00:30<00:38, 122.33it/s]
    Epoch 2:  86%|████████▌ | 29008/33666 [16:08<02:35, 29.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3759/8416 [00:30<00:38, 122.33it/s]
    Epoch 2:  86%|████████▌ | 29009/33666 [16:08<02:35, 29.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3760/8416 [00:30<00:38, 122.33it/s]
    Epoch 2:  86%|████████▌ | 29010/33666 [16:08<02:35, 29.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3761/8416 [00:30<00:38, 122.33it/s]
    Epoch 2:  86%|████████▌ | 29011/33666 [16:08<02:35, 29.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3762/8416 [00:30<00:38, 122.33it/s]
    Epoch 2:  86%|████████▌ | 29012/33666 [16:08<02:35, 29.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3763/8416 [00:30<00:38, 122.33it/s]
    Epoch 2:  86%|████████▌ | 29013/33666 [16:08<02:35, 29.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3764/8416 [00:30<00:38, 122.33it/s]
    Epoch 2:  86%|████████▌ | 29014/33666 [16:08<02:35, 29.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3765/8416 [00:30<00:38, 122.33it/s]
    Epoch 2:  86%|████████▌ | 29015/33666 [16:08<02:35, 29.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3766/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 29016/33666 [16:08<02:35, 29.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3767/8416 [00:30<00:38, 122.32it/s]
    Epoch 2:  86%|████████▌ | 29017/33666 [16:08<02:35, 29.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3768/8416 [00:30<00:37, 122.32it/s]
    Epoch 2:  86%|████████▌ | 29018/33666 [16:08<02:35, 29.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3769/8416 [00:30<00:37, 122.32it/s]
    Epoch 2:  86%|████████▌ | 29019/33666 [16:08<02:35, 29.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3770/8416 [00:30<00:37, 122.32it/s]
    Epoch 2:  86%|████████▌ | 29020/33666 [16:08<02:35, 29.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3771/8416 [00:30<00:37, 122.32it/s]
    Epoch 2:  86%|████████▌ | 29021/33666 [16:08<02:34, 29.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3772/8416 [00:30<00:37, 122.32it/s]
    Epoch 2:  86%|████████▌ | 29022/33666 [16:08<02:34, 29.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3773/8416 [00:30<00:37, 122.32it/s]
    Epoch 2:  86%|████████▌ | 29023/33666 [16:08<02:34, 29.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3774/8416 [00:30<00:37, 122.32it/s]
    Epoch 2:  86%|████████▌ | 29024/33666 [16:08<02:34, 29.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3775/8416 [00:30<00:37, 122.31it/s]
    Epoch 2:  86%|████████▌ | 29025/33666 [16:08<02:34, 29.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3776/8416 [00:30<00:37, 122.31it/s]
    Epoch 2:  86%|████████▌ | 29026/33666 [16:08<02:34, 29.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3777/8416 [00:30<00:37, 122.31it/s]
    Epoch 2:  86%|████████▌ | 29027/33666 [16:08<02:34, 29.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3778/8416 [00:30<00:37, 122.31it/s]
    Epoch 2:  86%|████████▌ | 29028/33666 [16:08<02:34, 29.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3779/8416 [00:30<00:37, 122.31it/s]
    Epoch 2:  86%|████████▌ | 29029/33666 [16:08<02:34, 29.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3780/8416 [00:30<00:37, 122.31it/s]
    Epoch 2:  86%|████████▌ | 29030/33666 [16:08<02:34, 29.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3781/8416 [00:30<00:37, 122.31it/s]
    Epoch 2:  86%|████████▌ | 29031/33666 [16:08<02:34, 29.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3782/8416 [00:30<00:37, 122.31it/s]
    Epoch 2:  86%|████████▌ | 29032/33666 [16:08<02:34, 29.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3783/8416 [00:30<00:37, 122.31it/s]
    Epoch 2:  86%|████████▌ | 29033/33666 [16:08<02:34, 29.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3784/8416 [00:30<00:37, 122.31it/s]
    Epoch 2:  86%|████████▌ | 29034/33666 [16:08<02:34, 29.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3785/8416 [00:30<00:37, 122.31it/s]
    Epoch 2:  86%|████████▌ | 29035/33666 [16:08<02:34, 29.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3786/8416 [00:30<00:37, 122.31it/s]
    Epoch 2:  86%|████████▌ | 29036/33666 [16:08<02:34, 29.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3787/8416 [00:30<00:37, 122.31it/s]
    Epoch 2:  86%|████████▋ | 29037/33666 [16:08<02:34, 29.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3788/8416 [00:30<00:37, 122.31it/s]
    Epoch 2:  86%|████████▋ | 29038/33666 [16:08<02:34, 29.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3789/8416 [00:30<00:37, 122.31it/s]
    Epoch 2:  86%|████████▋ | 29039/33666 [16:08<02:34, 29.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3790/8416 [00:30<00:37, 122.31it/s]
    Epoch 2:  86%|████████▋ | 29040/33666 [16:08<02:34, 29.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3791/8416 [00:30<00:37, 122.31it/s]
    Epoch 2:  86%|████████▋ | 29041/33666 [16:08<02:34, 29.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3792/8416 [00:31<00:37, 122.31it/s]
    Epoch 2:  86%|████████▋ | 29042/33666 [16:08<02:34, 29.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3793/8416 [00:31<00:37, 122.31it/s]
    Epoch 2:  86%|████████▋ | 29043/33666 [16:08<02:34, 29.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3794/8416 [00:31<00:37, 122.31it/s]
    Epoch 2:  86%|████████▋ | 29044/33666 [16:08<02:34, 29.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3795/8416 [00:31<00:37, 122.31it/s]
    Epoch 2:  86%|████████▋ | 29045/33666 [16:08<02:34, 29.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3796/8416 [00:31<00:37, 122.31it/s]
    Epoch 2:  86%|████████▋ | 29046/33666 [16:08<02:34, 29.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3797/8416 [00:31<00:37, 122.31it/s]
    Epoch 2:  86%|████████▋ | 29047/33666 [16:08<02:34, 29.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3798/8416 [00:31<00:37, 122.31it/s]
    Epoch 2:  86%|████████▋ | 29048/33666 [16:08<02:33, 29.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3799/8416 [00:31<00:37, 122.31it/s]
    Epoch 2:  86%|████████▋ | 29049/33666 [16:08<02:33, 29.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3800/8416 [00:31<00:37, 122.31it/s]
    Epoch 2:  86%|████████▋ | 29050/33666 [16:08<02:33, 29.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3801/8416 [00:31<00:37, 122.31it/s]
    Epoch 2:  86%|████████▋ | 29051/33666 [16:08<02:33, 30.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3802/8416 [00:31<00:37, 122.31it/s]
    Epoch 2:  86%|████████▋ | 29052/33666 [16:08<02:33, 30.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3803/8416 [00:31<00:37, 122.31it/s]
    Epoch 2:  86%|████████▋ | 29053/33666 [16:08<02:33, 30.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3804/8416 [00:31<00:37, 122.31it/s]
    Epoch 2:  86%|████████▋ | 29054/33666 [16:08<02:33, 30.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3805/8416 [00:31<00:37, 122.30it/s]
    Epoch 2:  86%|████████▋ | 29055/33666 [16:08<02:33, 30.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3806/8416 [00:31<00:37, 122.30it/s]
    Epoch 2:  86%|████████▋ | 29056/33666 [16:08<02:33, 30.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3807/8416 [00:31<00:37, 122.30it/s]
    Epoch 2:  86%|████████▋ | 29057/33666 [16:08<02:33, 30.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3808/8416 [00:31<00:37, 122.30it/s]
    Epoch 2:  86%|████████▋ | 29058/33666 [16:08<02:33, 30.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3809/8416 [00:31<00:37, 122.30it/s]
    Epoch 2:  86%|████████▋ | 29059/33666 [16:08<02:33, 30.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3810/8416 [00:31<00:37, 122.30it/s]
    Epoch 2:  86%|████████▋ | 29060/33666 [16:08<02:33, 30.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3811/8416 [00:31<00:37, 122.30it/s]
    Epoch 2:  86%|████████▋ | 29061/33666 [16:08<02:33, 30.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3812/8416 [00:31<00:37, 122.30it/s]
    Epoch 2:  86%|████████▋ | 29062/33666 [16:08<02:33, 30.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3813/8416 [00:31<00:37, 122.30it/s]
    Epoch 2:  86%|████████▋ | 29063/33666 [16:08<02:33, 30.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3814/8416 [00:31<00:37, 122.29it/s]
    Epoch 2:  86%|████████▋ | 29064/33666 [16:08<02:33, 30.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3815/8416 [00:31<00:37, 122.29it/s]
    Epoch 2:  86%|████████▋ | 29065/33666 [16:08<02:33, 30.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3816/8416 [00:31<00:37, 122.29it/s]
    Epoch 2:  86%|████████▋ | 29066/33666 [16:08<02:33, 30.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3817/8416 [00:31<00:37, 122.29it/s]
    Epoch 2:  86%|████████▋ | 29067/33666 [16:08<02:33, 30.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3818/8416 [00:31<00:37, 122.29it/s]
    Epoch 2:  86%|████████▋ | 29068/33666 [16:08<02:33, 30.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3819/8416 [00:31<00:37, 122.29it/s]
    Epoch 2:  86%|████████▋ | 29069/33666 [16:08<02:33, 30.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3820/8416 [00:31<00:37, 122.29it/s]
    Epoch 2:  86%|████████▋ | 29070/33666 [16:08<02:33, 30.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3821/8416 [00:31<00:37, 122.29it/s]
    Epoch 2:  86%|████████▋ | 29071/33666 [16:08<02:33, 30.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3822/8416 [00:31<00:37, 122.28it/s]
    Epoch 2:  86%|████████▋ | 29072/33666 [16:08<02:33, 30.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3823/8416 [00:31<00:37, 122.28it/s]
    Epoch 2:  86%|████████▋ | 29073/33666 [16:08<02:33, 30.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3824/8416 [00:31<00:37, 122.28it/s]
    Epoch 2:  86%|████████▋ | 29074/33666 [16:08<02:32, 30.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3825/8416 [00:31<00:37, 122.28it/s]
    Epoch 2:  86%|████████▋ | 29075/33666 [16:08<02:32, 30.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3826/8416 [00:31<00:37, 122.28it/s]
    Epoch 2:  86%|████████▋ | 29076/33666 [16:08<02:32, 30.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3827/8416 [00:31<00:37, 122.28it/s]
    Epoch 2:  86%|████████▋ | 29077/33666 [16:08<02:32, 30.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3828/8416 [00:31<00:37, 122.28it/s]
    Epoch 2:  86%|████████▋ | 29078/33666 [16:08<02:32, 30.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3829/8416 [00:31<00:37, 122.28it/s]
    Epoch 2:  86%|████████▋ | 29079/33666 [16:08<02:32, 30.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3830/8416 [00:31<00:37, 122.28it/s]
    Epoch 2:  86%|████████▋ | 29080/33666 [16:08<02:32, 30.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3831/8416 [00:31<00:37, 122.28it/s]
    Epoch 2:  86%|████████▋ | 29081/33666 [16:08<02:32, 30.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3832/8416 [00:31<00:37, 122.28it/s]
    Epoch 2:  86%|████████▋ | 29082/33666 [16:08<02:32, 30.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3833/8416 [00:31<00:37, 122.28it/s]
    Epoch 2:  86%|████████▋ | 29083/33666 [16:08<02:32, 30.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3834/8416 [00:31<00:37, 122.28it/s]
    Epoch 2:  86%|████████▋ | 29084/33666 [16:08<02:32, 30.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3835/8416 [00:31<00:37, 122.28it/s]
    Epoch 2:  86%|████████▋ | 29085/33666 [16:08<02:32, 30.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3836/8416 [00:31<00:37, 122.28it/s]
    Epoch 2:  86%|████████▋ | 29086/33666 [16:08<02:32, 30.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3837/8416 [00:31<00:37, 122.28it/s]
    Epoch 2:  86%|████████▋ | 29087/33666 [16:08<02:32, 30.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3838/8416 [00:31<00:37, 122.28it/s]
    Epoch 2:  86%|████████▋ | 29088/33666 [16:08<02:32, 30.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3839/8416 [00:31<00:37, 122.28it/s]
    Epoch 2:  86%|████████▋ | 29089/33666 [16:08<02:32, 30.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3840/8416 [00:31<00:37, 122.28it/s]
    Epoch 2:  86%|████████▋ | 29090/33666 [16:08<02:32, 30.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3841/8416 [00:31<00:37, 122.28it/s]
    Epoch 2:  86%|████████▋ | 29091/33666 [16:08<02:32, 30.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3842/8416 [00:31<00:37, 122.27it/s]
    Epoch 2:  86%|████████▋ | 29092/33666 [16:08<02:32, 30.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3843/8416 [00:31<00:37, 122.27it/s]
    Epoch 2:  86%|████████▋ | 29093/33666 [16:08<02:32, 30.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3844/8416 [00:31<00:37, 122.27it/s]
    Epoch 2:  86%|████████▋ | 29094/33666 [16:08<02:32, 30.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3845/8416 [00:31<00:37, 122.27it/s]
    Epoch 2:  86%|████████▋ | 29095/33666 [16:08<02:32, 30.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3846/8416 [00:31<00:37, 122.27it/s]
    Epoch 2:  86%|████████▋ | 29096/33666 [16:08<02:32, 30.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3847/8416 [00:31<00:37, 122.27it/s]
    Epoch 2:  86%|████████▋ | 29097/33666 [16:08<02:32, 30.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3848/8416 [00:31<00:37, 122.27it/s]
    Epoch 2:  86%|████████▋ | 29098/33666 [16:08<02:32, 30.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3849/8416 [00:31<00:37, 122.27it/s]
    Epoch 2:  86%|████████▋ | 29099/33666 [16:08<02:32, 30.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3850/8416 [00:31<00:37, 122.27it/s]
    Epoch 2:  86%|████████▋ | 29100/33666 [16:08<02:32, 30.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3851/8416 [00:31<00:37, 122.27it/s]
    Epoch 2:  86%|████████▋ | 29101/33666 [16:08<02:31, 30.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3852/8416 [00:31<00:37, 122.27it/s]
    Epoch 2:  86%|████████▋ | 29102/33666 [16:08<02:31, 30.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3853/8416 [00:31<00:37, 122.27it/s]
    Epoch 2:  86%|████████▋ | 29103/33666 [16:08<02:31, 30.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3854/8416 [00:31<00:37, 122.26it/s]
    Epoch 2:  86%|████████▋ | 29104/33666 [16:08<02:31, 30.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3855/8416 [00:31<00:37, 122.26it/s]
    Epoch 2:  86%|████████▋ | 29105/33666 [16:08<02:31, 30.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3856/8416 [00:31<00:37, 122.26it/s]
    Epoch 2:  86%|████████▋ | 29106/33666 [16:08<02:31, 30.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3857/8416 [00:31<00:37, 122.26it/s]
    Epoch 2:  86%|████████▋ | 29107/33666 [16:08<02:31, 30.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3858/8416 [00:31<00:37, 122.26it/s]
    Epoch 2:  86%|████████▋ | 29108/33666 [16:08<02:31, 30.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3859/8416 [00:31<00:37, 122.26it/s]
    Epoch 2:  86%|████████▋ | 29109/33666 [16:09<02:31, 30.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3860/8416 [00:31<00:37, 122.26it/s]
    Epoch 2:  86%|████████▋ | 29110/33666 [16:09<02:31, 30.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3861/8416 [00:31<00:37, 122.26it/s]
    Epoch 2:  86%|████████▋ | 29111/33666 [16:09<02:31, 30.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3862/8416 [00:31<00:37, 122.25it/s]
    Epoch 2:  86%|████████▋ | 29112/33666 [16:09<02:31, 30.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3863/8416 [00:31<00:37, 122.25it/s]
    Epoch 2:  86%|████████▋ | 29113/33666 [16:09<02:31, 30.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3864/8416 [00:31<00:37, 122.25it/s]
    Epoch 2:  86%|████████▋ | 29114/33666 [16:09<02:31, 30.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3865/8416 [00:31<00:37, 122.25it/s]
    Epoch 2:  86%|████████▋ | 29115/33666 [16:09<02:31, 30.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3866/8416 [00:31<00:37, 122.25it/s]
    Epoch 2:  86%|████████▋ | 29116/33666 [16:09<02:31, 30.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3867/8416 [00:31<00:37, 122.26it/s]
    Epoch 2:  86%|████████▋ | 29117/33666 [16:09<02:31, 30.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3868/8416 [00:31<00:37, 122.26it/s]
    Epoch 2:  86%|████████▋ | 29118/33666 [16:09<02:31, 30.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3869/8416 [00:31<00:37, 122.26it/s]
    Epoch 2:  86%|████████▋ | 29119/33666 [16:09<02:31, 30.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3870/8416 [00:31<00:37, 122.25it/s]
    Epoch 2:  86%|████████▋ | 29120/33666 [16:09<02:31, 30.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3871/8416 [00:31<00:37, 122.25it/s]
    Epoch 2:  86%|████████▋ | 29121/33666 [16:09<02:31, 30.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3872/8416 [00:31<00:37, 122.25it/s]
    Epoch 2:  87%|████████▋ | 29122/33666 [16:09<02:31, 30.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3873/8416 [00:31<00:37, 122.26it/s]
    Epoch 2:  87%|████████▋ | 29123/33666 [16:09<02:31, 30.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3874/8416 [00:31<00:37, 122.26it/s]
    Epoch 2:  87%|████████▋ | 29124/33666 [16:09<02:31, 30.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3875/8416 [00:31<00:37, 122.26it/s]
    Epoch 2:  87%|████████▋ | 29125/33666 [16:09<02:31, 30.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3876/8416 [00:31<00:37, 122.26it/s]
    Epoch 2:  87%|████████▋ | 29126/33666 [16:09<02:31, 30.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3877/8416 [00:31<00:37, 122.26it/s]
    Epoch 2:  87%|████████▋ | 29127/33666 [16:09<02:31, 30.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3878/8416 [00:31<00:37, 122.26it/s]
    Epoch 2:  87%|████████▋ | 29128/33666 [16:09<02:30, 30.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3879/8416 [00:31<00:37, 122.26it/s]
    Epoch 2:  87%|████████▋ | 29129/33666 [16:09<02:30, 30.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3880/8416 [00:31<00:37, 122.26it/s]
    Epoch 2:  87%|████████▋ | 29130/33666 [16:09<02:30, 30.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3881/8416 [00:31<00:37, 122.26it/s]
    Epoch 2:  87%|████████▋ | 29131/33666 [16:09<02:30, 30.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3882/8416 [00:31<00:37, 122.26it/s]
    Epoch 2:  87%|████████▋ | 29132/33666 [16:09<02:30, 30.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3883/8416 [00:31<00:37, 122.26it/s]
    Epoch 2:  87%|████████▋ | 29133/33666 [16:09<02:30, 30.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3884/8416 [00:31<00:37, 122.26it/s]
    Epoch 2:  87%|████████▋ | 29134/33666 [16:09<02:30, 30.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3885/8416 [00:31<00:37, 122.26it/s]
    Epoch 2:  87%|████████▋ | 29135/33666 [16:09<02:30, 30.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3886/8416 [00:31<00:37, 122.25it/s]
    Epoch 2:  87%|████████▋ | 29136/33666 [16:09<02:30, 30.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3887/8416 [00:31<00:37, 122.25it/s]
    Epoch 2:  87%|████████▋ | 29137/33666 [16:09<02:30, 30.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3888/8416 [00:31<00:37, 122.25it/s]
    Epoch 2:  87%|████████▋ | 29138/33666 [16:09<02:30, 30.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3889/8416 [00:31<00:37, 122.25it/s]
    Epoch 2:  87%|████████▋ | 29139/33666 [16:09<02:30, 30.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3890/8416 [00:31<00:37, 122.25it/s]
    Epoch 2:  87%|████████▋ | 29140/33666 [16:09<02:30, 30.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3891/8416 [00:31<00:37, 122.25it/s]
    Epoch 2:  87%|████████▋ | 29141/33666 [16:09<02:30, 30.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3892/8416 [00:31<00:37, 122.25it/s]
    Epoch 2:  87%|████████▋ | 29142/33666 [16:09<02:30, 30.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3893/8416 [00:31<00:36, 122.25it/s]
    Epoch 2:  87%|████████▋ | 29143/33666 [16:09<02:30, 30.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3894/8416 [00:31<00:36, 122.24it/s]
    Epoch 2:  87%|████████▋ | 29144/33666 [16:09<02:30, 30.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3895/8416 [00:31<00:36, 122.24it/s]
    Epoch 2:  87%|████████▋ | 29145/33666 [16:09<02:30, 30.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3896/8416 [00:31<00:36, 122.24it/s]
    Epoch 2:  87%|████████▋ | 29146/33666 [16:09<02:30, 30.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3897/8416 [00:31<00:36, 122.24it/s]
    Epoch 2:  87%|████████▋ | 29147/33666 [16:09<02:30, 30.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3898/8416 [00:31<00:36, 122.24it/s]
    Epoch 2:  87%|████████▋ | 29148/33666 [16:09<02:30, 30.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3899/8416 [00:31<00:36, 122.24it/s]
    Epoch 2:  87%|████████▋ | 29149/33666 [16:09<02:30, 30.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3900/8416 [00:31<00:36, 122.24it/s]
    Epoch 2:  87%|████████▋ | 29150/33666 [16:09<02:30, 30.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3901/8416 [00:31<00:36, 122.24it/s]
    Epoch 2:  87%|████████▋ | 29151/33666 [16:09<02:30, 30.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3902/8416 [00:31<00:36, 122.24it/s]
    Epoch 2:  87%|████████▋ | 29152/33666 [16:09<02:30, 30.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3903/8416 [00:31<00:36, 122.24it/s]
    Epoch 2:  87%|████████▋ | 29153/33666 [16:09<02:30, 30.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3904/8416 [00:31<00:36, 122.24it/s]
    Epoch 2:  87%|████████▋ | 29154/33666 [16:09<02:30, 30.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3905/8416 [00:31<00:36, 122.24it/s]
    Epoch 2:  87%|████████▋ | 29155/33666 [16:09<02:29, 30.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3906/8416 [00:31<00:36, 122.24it/s]
    Epoch 2:  87%|████████▋ | 29156/33666 [16:09<02:29, 30.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3907/8416 [00:31<00:36, 122.24it/s]
    Epoch 2:  87%|████████▋ | 29157/33666 [16:09<02:29, 30.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3908/8416 [00:31<00:36, 122.24it/s]
    Epoch 2:  87%|████████▋ | 29158/33666 [16:09<02:29, 30.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3909/8416 [00:31<00:36, 122.24it/s]
    Epoch 2:  87%|████████▋ | 29159/33666 [16:09<02:29, 30.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3910/8416 [00:31<00:36, 122.23it/s]
    Epoch 2:  87%|████████▋ | 29160/33666 [16:09<02:29, 30.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3911/8416 [00:31<00:36, 122.23it/s]
    Epoch 2:  87%|████████▋ | 29161/33666 [16:09<02:29, 30.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3912/8416 [00:32<00:36, 122.23it/s]
    Epoch 2:  87%|████████▋ | 29162/33666 [16:09<02:29, 30.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3913/8416 [00:32<00:36, 122.23it/s]
    Epoch 2:  87%|████████▋ | 29163/33666 [16:09<02:29, 30.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3914/8416 [00:32<00:36, 122.23it/s]
    Epoch 2:  87%|████████▋ | 29164/33666 [16:09<02:29, 30.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3915/8416 [00:32<00:36, 122.23it/s]
    Epoch 2:  87%|████████▋ | 29165/33666 [16:09<02:29, 30.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3916/8416 [00:32<00:36, 122.23it/s]
    Epoch 2:  87%|████████▋ | 29166/33666 [16:09<02:29, 30.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3917/8416 [00:32<00:36, 122.23it/s]
    Epoch 2:  87%|████████▋ | 29167/33666 [16:09<02:29, 30.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3918/8416 [00:32<00:36, 122.23it/s]
    Epoch 2:  87%|████████▋ | 29168/33666 [16:09<02:29, 30.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3919/8416 [00:32<00:36, 122.23it/s]
    Epoch 2:  87%|████████▋ | 29169/33666 [16:09<02:29, 30.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3920/8416 [00:32<00:36, 122.22it/s]
    Epoch 2:  87%|████████▋ | 29170/33666 [16:09<02:29, 30.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3921/8416 [00:32<00:36, 122.22it/s]
    Epoch 2:  87%|████████▋ | 29171/33666 [16:09<02:29, 30.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3922/8416 [00:32<00:36, 122.22it/s]
    Epoch 2:  87%|████████▋ | 29172/33666 [16:09<02:29, 30.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3923/8416 [00:32<00:36, 122.22it/s]
    Epoch 2:  87%|████████▋ | 29173/33666 [16:09<02:29, 30.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3924/8416 [00:32<00:36, 122.22it/s]
    Epoch 2:  87%|████████▋ | 29174/33666 [16:09<02:29, 30.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3925/8416 [00:32<00:36, 122.22it/s]
    Epoch 2:  87%|████████▋ | 29175/33666 [16:09<02:29, 30.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3926/8416 [00:32<00:36, 122.22it/s]
    Epoch 2:  87%|████████▋ | 29176/33666 [16:09<02:29, 30.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3927/8416 [00:32<00:36, 122.21it/s]
    Epoch 2:  87%|████████▋ | 29177/33666 [16:09<02:29, 30.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3928/8416 [00:32<00:36, 122.21it/s]
    Epoch 2:  87%|████████▋ | 29178/33666 [16:09<02:29, 30.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3929/8416 [00:32<00:36, 122.21it/s]
    Epoch 2:  87%|████████▋ | 29179/33666 [16:09<02:29, 30.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3930/8416 [00:32<00:36, 122.21it/s]
    Epoch 2:  87%|████████▋ | 29180/33666 [16:09<02:29, 30.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3931/8416 [00:32<00:36, 122.21it/s]
    Epoch 2:  87%|████████▋ | 29181/33666 [16:09<02:29, 30.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3932/8416 [00:32<00:36, 122.21it/s]
    Epoch 2:  87%|████████▋ | 29182/33666 [16:09<02:28, 30.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3933/8416 [00:32<00:36, 122.21it/s]
    Epoch 2:  87%|████████▋ | 29183/33666 [16:09<02:28, 30.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3934/8416 [00:32<00:36, 122.21it/s]
    Epoch 2:  87%|████████▋ | 29184/33666 [16:09<02:28, 30.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3935/8416 [00:32<00:36, 122.21it/s]
    Epoch 2:  87%|████████▋ | 29185/33666 [16:09<02:28, 30.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3936/8416 [00:32<00:36, 122.21it/s]
    Epoch 2:  87%|████████▋ | 29186/33666 [16:09<02:28, 30.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3937/8416 [00:32<00:36, 122.21it/s]
    Epoch 2:  87%|████████▋ | 29187/33666 [16:09<02:28, 30.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3938/8416 [00:32<00:36, 122.21it/s]
    Epoch 2:  87%|████████▋ | 29188/33666 [16:09<02:28, 30.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3939/8416 [00:32<00:36, 122.21it/s]
    Epoch 2:  87%|████████▋ | 29189/33666 [16:09<02:28, 30.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3940/8416 [00:32<00:36, 122.21it/s]
    Epoch 2:  87%|████████▋ | 29190/33666 [16:09<02:28, 30.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3941/8416 [00:32<00:36, 122.21it/s]
    Epoch 2:  87%|████████▋ | 29191/33666 [16:09<02:28, 30.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3942/8416 [00:32<00:36, 122.21it/s]
    Epoch 2:  87%|████████▋ | 29192/33666 [16:09<02:28, 30.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3943/8416 [00:32<00:36, 122.21it/s]
    Epoch 2:  87%|████████▋ | 29193/33666 [16:09<02:28, 30.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3944/8416 [00:32<00:36, 122.21it/s]
    Epoch 2:  87%|████████▋ | 29194/33666 [16:09<02:28, 30.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3945/8416 [00:32<00:36, 122.21it/s]
    Epoch 2:  87%|████████▋ | 29195/33666 [16:09<02:28, 30.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3946/8416 [00:32<00:36, 122.21it/s]
    Epoch 2:  87%|████████▋ | 29196/33666 [16:09<02:28, 30.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3947/8416 [00:32<00:36, 122.21it/s]
    Epoch 2:  87%|████████▋ | 29197/33666 [16:09<02:28, 30.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3948/8416 [00:32<00:36, 122.21it/s]
    Epoch 2:  87%|████████▋ | 29198/33666 [16:09<02:28, 30.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3949/8416 [00:32<00:36, 122.21it/s]
    Epoch 2:  87%|████████▋ | 29199/33666 [16:09<02:28, 30.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3950/8416 [00:32<00:36, 122.21it/s]
    Epoch 2:  87%|████████▋ | 29200/33666 [16:09<02:28, 30.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3951/8416 [00:32<00:36, 122.21it/s]
    Epoch 2:  87%|████████▋ | 29201/33666 [16:09<02:28, 30.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3952/8416 [00:32<00:36, 122.21it/s]
    Epoch 2:  87%|████████▋ | 29202/33666 [16:09<02:28, 30.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3953/8416 [00:32<00:36, 122.21it/s]
    Epoch 2:  87%|████████▋ | 29203/33666 [16:09<02:28, 30.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3954/8416 [00:32<00:36, 122.22it/s]
    Epoch 2:  87%|████████▋ | 29204/33666 [16:09<02:28, 30.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3955/8416 [00:32<00:36, 122.22it/s]
    Epoch 2:  87%|████████▋ | 29205/33666 [16:09<02:28, 30.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3956/8416 [00:32<00:36, 122.22it/s]
    Epoch 2:  87%|████████▋ | 29206/33666 [16:09<02:28, 30.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3957/8416 [00:32<00:36, 122.21it/s]
    Epoch 2:  87%|████████▋ | 29207/33666 [16:09<02:28, 30.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3958/8416 [00:32<00:36, 122.21it/s]
    Epoch 2:  87%|████████▋ | 29208/33666 [16:09<02:28, 30.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3959/8416 [00:32<00:36, 122.21it/s]
    Epoch 2:  87%|████████▋ | 29209/33666 [16:09<02:27, 30.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3960/8416 [00:32<00:36, 122.21it/s]
    Epoch 2:  87%|████████▋ | 29210/33666 [16:09<02:27, 30.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3961/8416 [00:32<00:36, 122.21it/s]
    Epoch 2:  87%|████████▋ | 29211/33666 [16:09<02:27, 30.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3962/8416 [00:32<00:36, 122.21it/s]
    Epoch 2:  87%|████████▋ | 29212/33666 [16:09<02:27, 30.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3963/8416 [00:32<00:36, 122.21it/s]
    Epoch 2:  87%|████████▋ | 29213/33666 [16:09<02:27, 30.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3964/8416 [00:32<00:36, 122.21it/s]
    Epoch 2:  87%|████████▋ | 29214/33666 [16:09<02:27, 30.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3965/8416 [00:32<00:36, 122.20it/s]
    Epoch 2:  87%|████████▋ | 29215/33666 [16:09<02:27, 30.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3966/8416 [00:32<00:36, 122.20it/s]
    Epoch 2:  87%|████████▋ | 29216/33666 [16:09<02:27, 30.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3967/8416 [00:32<00:36, 122.20it/s]
    Epoch 2:  87%|████████▋ | 29217/33666 [16:09<02:27, 30.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3968/8416 [00:32<00:36, 122.20it/s]
    Epoch 2:  87%|████████▋ | 29218/33666 [16:09<02:27, 30.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3969/8416 [00:32<00:36, 122.20it/s]
    Epoch 2:  87%|████████▋ | 29219/33666 [16:09<02:27, 30.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3970/8416 [00:32<00:36, 122.20it/s]
    Epoch 2:  87%|████████▋ | 29220/33666 [16:09<02:27, 30.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3971/8416 [00:32<00:36, 122.20it/s]
    Epoch 2:  87%|████████▋ | 29221/33666 [16:09<02:27, 30.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3972/8416 [00:32<00:36, 122.20it/s]
    Epoch 2:  87%|████████▋ | 29222/33666 [16:09<02:27, 30.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3973/8416 [00:32<00:36, 122.19it/s]
    Epoch 2:  87%|████████▋ | 29223/33666 [16:09<02:27, 30.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3974/8416 [00:32<00:36, 122.19it/s]
    Epoch 2:  87%|████████▋ | 29224/33666 [16:09<02:27, 30.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3975/8416 [00:32<00:36, 122.19it/s]
    Epoch 2:  87%|████████▋ | 29225/33666 [16:09<02:27, 30.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3976/8416 [00:32<00:36, 122.19it/s]
    Epoch 2:  87%|████████▋ | 29226/33666 [16:09<02:27, 30.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3977/8416 [00:32<00:36, 122.19it/s]
    Epoch 2:  87%|████████▋ | 29227/33666 [16:09<02:27, 30.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3978/8416 [00:32<00:36, 122.20it/s]
    Epoch 2:  87%|████████▋ | 29228/33666 [16:09<02:27, 30.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3979/8416 [00:32<00:36, 122.20it/s]
    Epoch 2:  87%|████████▋ | 29229/33666 [16:09<02:27, 30.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3980/8416 [00:32<00:36, 122.20it/s]
    Epoch 2:  87%|████████▋ | 29230/33666 [16:10<02:27, 30.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3981/8416 [00:32<00:36, 122.20it/s]
    Epoch 2:  87%|████████▋ | 29231/33666 [16:10<02:27, 30.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3982/8416 [00:32<00:36, 122.20it/s]
    Epoch 2:  87%|████████▋ | 29232/33666 [16:10<02:27, 30.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3983/8416 [00:32<00:36, 122.19it/s]
    Epoch 2:  87%|████████▋ | 29233/33666 [16:10<02:27, 30.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3984/8416 [00:32<00:36, 122.19it/s]
    Epoch 2:  87%|████████▋ | 29234/33666 [16:10<02:27, 30.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3985/8416 [00:32<00:36, 122.19it/s]
    Epoch 2:  87%|████████▋ | 29235/33666 [16:10<02:27, 30.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3986/8416 [00:32<00:36, 122.19it/s]
    Epoch 2:  87%|████████▋ | 29236/33666 [16:10<02:26, 30.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3987/8416 [00:32<00:36, 122.19it/s]
    Epoch 2:  87%|████████▋ | 29237/33666 [16:10<02:26, 30.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3988/8416 [00:32<00:36, 122.19it/s]
    Epoch 2:  87%|████████▋ | 29238/33666 [16:10<02:26, 30.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3989/8416 [00:32<00:36, 122.19it/s]
    Epoch 2:  87%|████████▋ | 29239/33666 [16:10<02:26, 30.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3990/8416 [00:32<00:36, 122.19it/s]
    Epoch 2:  87%|████████▋ | 29240/33666 [16:10<02:26, 30.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3991/8416 [00:32<00:36, 122.18it/s]
    Epoch 2:  87%|████████▋ | 29241/33666 [16:10<02:26, 30.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3992/8416 [00:32<00:36, 122.18it/s]
    Epoch 2:  87%|████████▋ | 29242/33666 [16:10<02:26, 30.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3993/8416 [00:32<00:36, 122.18it/s]
    Epoch 2:  87%|████████▋ | 29243/33666 [16:10<02:26, 30.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3994/8416 [00:32<00:36, 122.18it/s]
    Epoch 2:  87%|████████▋ | 29244/33666 [16:10<02:26, 30.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3995/8416 [00:32<00:36, 122.18it/s]
    Epoch 2:  87%|████████▋ | 29245/33666 [16:10<02:26, 30.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3996/8416 [00:32<00:36, 122.18it/s]
    Epoch 2:  87%|████████▋ | 29246/33666 [16:10<02:26, 30.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3997/8416 [00:32<00:36, 122.18it/s]
    Epoch 2:  87%|████████▋ | 29247/33666 [16:10<02:26, 30.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 3998/8416 [00:32<00:36, 122.18it/s]
    Epoch 2:  87%|████████▋ | 29248/33666 [16:10<02:26, 30.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 3999/8416 [00:32<00:36, 122.18it/s]
    Epoch 2:  87%|████████▋ | 29249/33666 [16:10<02:26, 30.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4000/8416 [00:32<00:36, 122.18it/s]
    Epoch 2:  87%|████████▋ | 29250/33666 [16:10<02:26, 30.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4001/8416 [00:32<00:36, 122.18it/s]
    Epoch 2:  87%|████████▋ | 29251/33666 [16:10<02:26, 30.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4002/8416 [00:32<00:36, 122.18it/s]
    Epoch 2:  87%|████████▋ | 29252/33666 [16:10<02:26, 30.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4003/8416 [00:32<00:36, 122.18it/s]
    Epoch 2:  87%|████████▋ | 29253/33666 [16:10<02:26, 30.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4004/8416 [00:32<00:36, 122.18it/s]
    Epoch 2:  87%|████████▋ | 29254/33666 [16:10<02:26, 30.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4005/8416 [00:32<00:36, 122.18it/s]
    Epoch 2:  87%|████████▋ | 29255/33666 [16:10<02:26, 30.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4006/8416 [00:32<00:36, 122.18it/s]
    Epoch 2:  87%|████████▋ | 29256/33666 [16:10<02:26, 30.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4007/8416 [00:32<00:36, 122.18it/s]
    Epoch 2:  87%|████████▋ | 29257/33666 [16:10<02:26, 30.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4008/8416 [00:32<00:36, 122.18it/s]
    Epoch 2:  87%|████████▋ | 29258/33666 [16:10<02:26, 30.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4009/8416 [00:32<00:36, 122.17it/s]
    Epoch 2:  87%|████████▋ | 29259/33666 [16:10<02:26, 30.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4010/8416 [00:32<00:36, 122.17it/s]
    Epoch 2:  87%|████████▋ | 29260/33666 [16:10<02:26, 30.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4011/8416 [00:32<00:36, 122.17it/s]
    Epoch 2:  87%|████████▋ | 29261/33666 [16:10<02:26, 30.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4012/8416 [00:32<00:36, 122.17it/s]
    Epoch 2:  87%|████████▋ | 29262/33666 [16:10<02:26, 30.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4013/8416 [00:32<00:36, 122.17it/s]
    Epoch 2:  87%|████████▋ | 29263/33666 [16:10<02:25, 30.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4014/8416 [00:32<00:36, 122.17it/s]
    Epoch 2:  87%|████████▋ | 29264/33666 [16:10<02:25, 30.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4015/8416 [00:32<00:36, 122.17it/s]
    Epoch 2:  87%|████████▋ | 29265/33666 [16:10<02:25, 30.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4016/8416 [00:32<00:36, 122.17it/s]
    Epoch 2:  87%|████████▋ | 29266/33666 [16:10<02:25, 30.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4017/8416 [00:32<00:36, 122.16it/s]
    Epoch 2:  87%|████████▋ | 29267/33666 [16:10<02:25, 30.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4018/8416 [00:32<00:36, 122.16it/s]
    Epoch 2:  87%|████████▋ | 29268/33666 [16:10<02:25, 30.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4019/8416 [00:32<00:35, 122.16it/s]
    Epoch 2:  87%|████████▋ | 29269/33666 [16:10<02:25, 30.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4020/8416 [00:32<00:35, 122.16it/s]
    Epoch 2:  87%|████████▋ | 29270/33666 [16:10<02:25, 30.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4021/8416 [00:32<00:35, 122.16it/s]
    Epoch 2:  87%|████████▋ | 29271/33666 [16:10<02:25, 30.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4022/8416 [00:32<00:35, 122.16it/s]
    Epoch 2:  87%|████████▋ | 29272/33666 [16:10<02:25, 30.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4023/8416 [00:32<00:35, 122.15it/s]
    Epoch 2:  87%|████████▋ | 29273/33666 [16:10<02:25, 30.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4024/8416 [00:32<00:35, 122.15it/s]
    Epoch 2:  87%|████████▋ | 29274/33666 [16:10<02:25, 30.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4025/8416 [00:32<00:35, 122.15it/s]
    Epoch 2:  87%|████████▋ | 29275/33666 [16:10<02:25, 30.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4026/8416 [00:32<00:35, 122.15it/s]
    Epoch 2:  87%|████████▋ | 29276/33666 [16:10<02:25, 30.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4027/8416 [00:32<00:35, 122.15it/s]
    Epoch 2:  87%|████████▋ | 29277/33666 [16:10<02:25, 30.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4028/8416 [00:32<00:35, 122.15it/s]
    Epoch 2:  87%|████████▋ | 29278/33666 [16:10<02:25, 30.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4029/8416 [00:32<00:35, 122.15it/s]
    Epoch 2:  87%|████████▋ | 29279/33666 [16:10<02:25, 30.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4030/8416 [00:32<00:35, 122.15it/s]
    Epoch 2:  87%|████████▋ | 29280/33666 [16:10<02:25, 30.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4031/8416 [00:33<00:35, 122.15it/s]
    Epoch 2:  87%|████████▋ | 29281/33666 [16:10<02:25, 30.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4032/8416 [00:33<00:35, 122.15it/s]
    Epoch 2:  87%|████████▋ | 29282/33666 [16:10<02:25, 30.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4033/8416 [00:33<00:35, 122.15it/s]
    Epoch 2:  87%|████████▋ | 29283/33666 [16:10<02:25, 30.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4034/8416 [00:33<00:35, 122.14it/s]
    Epoch 2:  87%|████████▋ | 29284/33666 [16:10<02:25, 30.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4035/8416 [00:33<00:35, 122.14it/s]
    Epoch 2:  87%|████████▋ | 29285/33666 [16:10<02:25, 30.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4036/8416 [00:33<00:35, 122.14it/s]
    Epoch 2:  87%|████████▋ | 29286/33666 [16:10<02:25, 30.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4037/8416 [00:33<00:35, 122.14it/s]
    Epoch 2:  87%|████████▋ | 29287/33666 [16:10<02:25, 30.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4038/8416 [00:33<00:35, 122.14it/s]
    Epoch 2:  87%|████████▋ | 29288/33666 [16:10<02:25, 30.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4039/8416 [00:33<00:35, 122.13it/s]
    Epoch 2:  87%|████████▋ | 29289/33666 [16:10<02:25, 30.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4040/8416 [00:33<00:35, 122.13it/s]
    Epoch 2:  87%|████████▋ | 29290/33666 [16:10<02:24, 30.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4041/8416 [00:33<00:35, 122.14it/s]
    Epoch 2:  87%|████████▋ | 29291/33666 [16:10<02:24, 30.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4042/8416 [00:33<00:35, 122.14it/s]
    Epoch 2:  87%|████████▋ | 29292/33666 [16:10<02:24, 30.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4043/8416 [00:33<00:35, 122.14it/s]
    Epoch 2:  87%|████████▋ | 29293/33666 [16:10<02:24, 30.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4044/8416 [00:33<00:35, 122.14it/s]
    Epoch 2:  87%|████████▋ | 29294/33666 [16:10<02:24, 30.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4045/8416 [00:33<00:35, 122.14it/s]
    Epoch 2:  87%|████████▋ | 29295/33666 [16:10<02:24, 30.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4046/8416 [00:33<00:35, 122.13it/s]
    Epoch 2:  87%|████████▋ | 29296/33666 [16:10<02:24, 30.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4047/8416 [00:33<00:35, 122.13it/s]
    Epoch 2:  87%|████████▋ | 29297/33666 [16:10<02:24, 30.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4048/8416 [00:33<00:35, 122.12it/s]
    Epoch 2:  87%|████████▋ | 29298/33666 [16:10<02:24, 30.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4049/8416 [00:33<00:35, 122.12it/s]
    Epoch 2:  87%|████████▋ | 29299/33666 [16:10<02:24, 30.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4050/8416 [00:33<00:35, 122.12it/s]
    Epoch 2:  87%|████████▋ | 29300/33666 [16:10<02:24, 30.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4051/8416 [00:33<00:35, 122.11it/s]
    Epoch 2:  87%|████████▋ | 29301/33666 [16:10<02:24, 30.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4052/8416 [00:33<00:35, 122.12it/s]
    Epoch 2:  87%|████████▋ | 29302/33666 [16:10<02:24, 30.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4053/8416 [00:33<00:35, 122.11it/s]
    Epoch 2:  87%|████████▋ | 29303/33666 [16:10<02:24, 30.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4054/8416 [00:33<00:35, 122.11it/s]
    Epoch 2:  87%|████████▋ | 29304/33666 [16:10<02:24, 30.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4055/8416 [00:33<00:35, 122.11it/s]
    Epoch 2:  87%|████████▋ | 29305/33666 [16:10<02:24, 30.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4056/8416 [00:33<00:35, 122.11it/s]
    Epoch 2:  87%|████████▋ | 29306/33666 [16:10<02:24, 30.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4057/8416 [00:33<00:35, 122.11it/s]
    Epoch 2:  87%|████████▋ | 29307/33666 [16:10<02:24, 30.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4058/8416 [00:33<00:35, 122.11it/s]
    Epoch 2:  87%|████████▋ | 29308/33666 [16:10<02:24, 30.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4059/8416 [00:33<00:35, 122.10it/s]
    Epoch 2:  87%|████████▋ | 29309/33666 [16:10<02:24, 30.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4060/8416 [00:33<00:35, 122.11it/s]
    Epoch 2:  87%|████████▋ | 29310/33666 [16:10<02:24, 30.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4061/8416 [00:33<00:35, 122.11it/s]
    Epoch 2:  87%|████████▋ | 29311/33666 [16:10<02:24, 30.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4062/8416 [00:33<00:35, 122.10it/s]
    Epoch 2:  87%|████████▋ | 29312/33666 [16:10<02:24, 30.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4063/8416 [00:33<00:35, 122.10it/s]
    Epoch 2:  87%|████████▋ | 29313/33666 [16:10<02:24, 30.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4064/8416 [00:33<00:35, 122.10it/s]
    Epoch 2:  87%|████████▋ | 29314/33666 [16:10<02:24, 30.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4065/8416 [00:33<00:35, 122.10it/s]
    Epoch 2:  87%|████████▋ | 29315/33666 [16:10<02:24, 30.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4066/8416 [00:33<00:35, 122.10it/s]
    Epoch 2:  87%|████████▋ | 29316/33666 [16:10<02:24, 30.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4067/8416 [00:33<00:35, 122.10it/s]
    Epoch 2:  87%|████████▋ | 29317/33666 [16:10<02:24, 30.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4068/8416 [00:33<00:35, 122.10it/s]
    Epoch 2:  87%|████████▋ | 29318/33666 [16:10<02:23, 30.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4069/8416 [00:33<00:35, 122.10it/s]
    Epoch 2:  87%|████████▋ | 29319/33666 [16:10<02:23, 30.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4070/8416 [00:33<00:35, 122.09it/s]
    Epoch 2:  87%|████████▋ | 29320/33666 [16:10<02:23, 30.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4071/8416 [00:33<00:35, 122.09it/s]
    Epoch 2:  87%|████████▋ | 29321/33666 [16:10<02:23, 30.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4072/8416 [00:33<00:35, 122.09it/s]
    Epoch 2:  87%|████████▋ | 29322/33666 [16:10<02:23, 30.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4073/8416 [00:33<00:35, 122.09it/s]
    Epoch 2:  87%|████████▋ | 29323/33666 [16:10<02:23, 30.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4074/8416 [00:33<00:35, 122.09it/s]
    Epoch 2:  87%|████████▋ | 29324/33666 [16:10<02:23, 30.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4075/8416 [00:33<00:35, 122.09it/s]
    Epoch 2:  87%|████████▋ | 29325/33666 [16:10<02:23, 30.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4076/8416 [00:33<00:35, 122.09it/s]
    Epoch 2:  87%|████████▋ | 29326/33666 [16:10<02:23, 30.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4077/8416 [00:33<00:35, 122.09it/s]
    Epoch 2:  87%|████████▋ | 29327/33666 [16:10<02:23, 30.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4078/8416 [00:33<00:35, 122.08it/s]
    Epoch 2:  87%|████████▋ | 29328/33666 [16:10<02:23, 30.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4079/8416 [00:33<00:35, 122.08it/s]
    Epoch 2:  87%|████████▋ | 29329/33666 [16:10<02:23, 30.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4080/8416 [00:33<00:35, 122.08it/s]
    Epoch 2:  87%|████████▋ | 29330/33666 [16:10<02:23, 30.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4081/8416 [00:33<00:35, 122.08it/s]
    Epoch 2:  87%|████████▋ | 29331/33666 [16:10<02:23, 30.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4082/8416 [00:33<00:35, 122.08it/s]
    Epoch 2:  87%|████████▋ | 29332/33666 [16:10<02:23, 30.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4083/8416 [00:33<00:35, 122.08it/s]
    Epoch 2:  87%|████████▋ | 29333/33666 [16:10<02:23, 30.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4084/8416 [00:33<00:35, 122.08it/s]
    Epoch 2:  87%|████████▋ | 29334/33666 [16:10<02:23, 30.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4085/8416 [00:33<00:35, 122.08it/s]
    Epoch 2:  87%|████████▋ | 29335/33666 [16:10<02:23, 30.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4086/8416 [00:33<00:35, 122.08it/s]
    Epoch 2:  87%|████████▋ | 29336/33666 [16:10<02:23, 30.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4087/8416 [00:33<00:35, 122.08it/s]
    Epoch 2:  87%|████████▋ | 29337/33666 [16:10<02:23, 30.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4088/8416 [00:33<00:35, 122.08it/s]
    Epoch 2:  87%|████████▋ | 29338/33666 [16:10<02:23, 30.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4089/8416 [00:33<00:35, 122.08it/s]
    Epoch 2:  87%|████████▋ | 29339/33666 [16:10<02:23, 30.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4090/8416 [00:33<00:35, 122.08it/s]
    Epoch 2:  87%|████████▋ | 29340/33666 [16:10<02:23, 30.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4091/8416 [00:33<00:35, 122.08it/s]
    Epoch 2:  87%|████████▋ | 29341/33666 [16:10<02:23, 30.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4092/8416 [00:33<00:35, 122.08it/s]
    Epoch 2:  87%|████████▋ | 29342/33666 [16:10<02:23, 30.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4093/8416 [00:33<00:35, 122.08it/s]
    Epoch 2:  87%|████████▋ | 29343/33666 [16:10<02:23, 30.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4094/8416 [00:33<00:35, 122.08it/s]
    Epoch 2:  87%|████████▋ | 29344/33666 [16:10<02:23, 30.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4095/8416 [00:33<00:35, 122.07it/s]
    Epoch 2:  87%|████████▋ | 29345/33666 [16:10<02:22, 30.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4096/8416 [00:33<00:35, 122.07it/s]
    Epoch 2:  87%|████████▋ | 29346/33666 [16:10<02:22, 30.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4097/8416 [00:33<00:35, 122.07it/s]
    Epoch 2:  87%|████████▋ | 29347/33666 [16:10<02:22, 30.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4098/8416 [00:33<00:35, 122.07it/s]
    Epoch 2:  87%|████████▋ | 29348/33666 [16:11<02:22, 30.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4099/8416 [00:33<00:35, 122.07it/s]
    Epoch 2:  87%|████████▋ | 29349/33666 [16:11<02:22, 30.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4100/8416 [00:33<00:35, 122.07it/s]
    Epoch 2:  87%|████████▋ | 29350/33666 [16:11<02:22, 30.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4101/8416 [00:33<00:35, 122.07it/s]
    Epoch 2:  87%|████████▋ | 29351/33666 [16:11<02:22, 30.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4102/8416 [00:33<00:35, 122.07it/s]
    Epoch 2:  87%|████████▋ | 29352/33666 [16:11<02:22, 30.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4103/8416 [00:33<00:35, 122.07it/s]
    Epoch 2:  87%|████████▋ | 29353/33666 [16:11<02:22, 30.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4104/8416 [00:33<00:35, 122.07it/s]
    Epoch 2:  87%|████████▋ | 29354/33666 [16:11<02:22, 30.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4105/8416 [00:33<00:35, 122.07it/s]
    Epoch 2:  87%|████████▋ | 29355/33666 [16:11<02:22, 30.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4106/8416 [00:33<00:35, 122.07it/s]
    Epoch 2:  87%|████████▋ | 29356/33666 [16:11<02:22, 30.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4107/8416 [00:33<00:35, 122.07it/s]
    Epoch 2:  87%|████████▋ | 29357/33666 [16:11<02:22, 30.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4108/8416 [00:33<00:35, 122.07it/s]
    Epoch 2:  87%|████████▋ | 29358/33666 [16:11<02:22, 30.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4109/8416 [00:33<00:35, 122.07it/s]
    Epoch 2:  87%|████████▋ | 29359/33666 [16:11<02:22, 30.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4110/8416 [00:33<00:35, 122.07it/s]
    Epoch 2:  87%|████████▋ | 29360/33666 [16:11<02:22, 30.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4111/8416 [00:33<00:35, 122.07it/s]
    Epoch 2:  87%|████████▋ | 29361/33666 [16:11<02:22, 30.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4112/8416 [00:33<00:35, 122.07it/s]
    Epoch 2:  87%|████████▋ | 29362/33666 [16:11<02:22, 30.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4113/8416 [00:33<00:35, 122.07it/s]
    Epoch 2:  87%|████████▋ | 29363/33666 [16:11<02:22, 30.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4114/8416 [00:33<00:35, 122.07it/s]
    Epoch 2:  87%|████████▋ | 29364/33666 [16:11<02:22, 30.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4115/8416 [00:33<00:35, 122.07it/s]
    Epoch 2:  87%|████████▋ | 29365/33666 [16:11<02:22, 30.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4116/8416 [00:33<00:35, 122.07it/s]
    Epoch 2:  87%|████████▋ | 29366/33666 [16:11<02:22, 30.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4117/8416 [00:33<00:35, 122.07it/s]
    Epoch 2:  87%|████████▋ | 29367/33666 [16:11<02:22, 30.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4118/8416 [00:33<00:35, 122.07it/s]
    Epoch 2:  87%|████████▋ | 29368/33666 [16:11<02:22, 30.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4119/8416 [00:33<00:35, 122.07it/s]
    Epoch 2:  87%|████████▋ | 29369/33666 [16:11<02:22, 30.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4120/8416 [00:33<00:35, 122.07it/s]
    Epoch 2:  87%|████████▋ | 29370/33666 [16:11<02:22, 30.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4121/8416 [00:33<00:35, 122.07it/s]
    Epoch 2:  87%|████████▋ | 29371/33666 [16:11<02:22, 30.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4122/8416 [00:33<00:35, 122.07it/s]
    Epoch 2:  87%|████████▋ | 29372/33666 [16:11<02:21, 30.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4123/8416 [00:33<00:35, 122.07it/s]
    Epoch 2:  87%|████████▋ | 29373/33666 [16:11<02:21, 30.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4124/8416 [00:33<00:35, 122.07it/s]
    Epoch 2:  87%|████████▋ | 29374/33666 [16:11<02:21, 30.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4125/8416 [00:33<00:35, 122.07it/s]
    Epoch 2:  87%|████████▋ | 29375/33666 [16:11<02:21, 30.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4126/8416 [00:33<00:35, 122.07it/s]
    Epoch 2:  87%|████████▋ | 29376/33666 [16:11<02:21, 30.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4127/8416 [00:33<00:35, 122.06it/s]
    Epoch 2:  87%|████████▋ | 29377/33666 [16:11<02:21, 30.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4128/8416 [00:33<00:35, 122.06it/s]
    Epoch 2:  87%|████████▋ | 29378/33666 [16:11<02:21, 30.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4129/8416 [00:33<00:35, 122.06it/s]
    Epoch 2:  87%|████████▋ | 29379/33666 [16:11<02:21, 30.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4130/8416 [00:33<00:35, 122.06it/s]
    Epoch 2:  87%|████████▋ | 29380/33666 [16:11<02:21, 30.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4131/8416 [00:33<00:35, 122.06it/s]
    Epoch 2:  87%|████████▋ | 29381/33666 [16:11<02:21, 30.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4132/8416 [00:33<00:35, 122.07it/s]
    Epoch 2:  87%|████████▋ | 29382/33666 [16:11<02:21, 30.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4133/8416 [00:33<00:35, 122.06it/s]
    Epoch 2:  87%|████████▋ | 29383/33666 [16:11<02:21, 30.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4134/8416 [00:33<00:35, 122.06it/s]
    Epoch 2:  87%|████████▋ | 29384/33666 [16:11<02:21, 30.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4135/8416 [00:33<00:35, 122.06it/s]
    Epoch 2:  87%|████████▋ | 29385/33666 [16:11<02:21, 30.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4136/8416 [00:33<00:35, 122.06it/s]
    Epoch 2:  87%|████████▋ | 29386/33666 [16:11<02:21, 30.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4137/8416 [00:33<00:35, 122.06it/s]
    Epoch 2:  87%|████████▋ | 29387/33666 [16:11<02:21, 30.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4138/8416 [00:33<00:35, 122.06it/s]
    Epoch 2:  87%|████████▋ | 29388/33666 [16:11<02:21, 30.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4139/8416 [00:33<00:35, 122.06it/s]
    Epoch 2:  87%|████████▋ | 29389/33666 [16:11<02:21, 30.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4140/8416 [00:33<00:35, 122.06it/s]
    Epoch 2:  87%|████████▋ | 29390/33666 [16:11<02:21, 30.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4141/8416 [00:33<00:35, 122.06it/s]
    Epoch 2:  87%|████████▋ | 29391/33666 [16:11<02:21, 30.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4142/8416 [00:33<00:35, 122.06it/s]
    Epoch 2:  87%|████████▋ | 29392/33666 [16:11<02:21, 30.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4143/8416 [00:33<00:35, 122.06it/s]
    Epoch 2:  87%|████████▋ | 29393/33666 [16:11<02:21, 30.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4144/8416 [00:33<00:35, 122.06it/s]
    Epoch 2:  87%|████████▋ | 29394/33666 [16:11<02:21, 30.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4145/8416 [00:33<00:34, 122.06it/s]
    Epoch 2:  87%|████████▋ | 29395/33666 [16:11<02:21, 30.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4146/8416 [00:33<00:34, 122.06it/s]
    Epoch 2:  87%|████████▋ | 29396/33666 [16:11<02:21, 30.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4147/8416 [00:33<00:34, 122.05it/s]
    Epoch 2:  87%|████████▋ | 29397/33666 [16:11<02:21, 30.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4148/8416 [00:33<00:34, 122.05it/s]
    Epoch 2:  87%|████████▋ | 29398/33666 [16:11<02:21, 30.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4149/8416 [00:33<00:34, 122.05it/s]
    Epoch 2:  87%|████████▋ | 29399/33666 [16:11<02:20, 30.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4150/8416 [00:34<00:34, 122.05it/s]
    Epoch 2:  87%|████████▋ | 29400/33666 [16:11<02:20, 30.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4151/8416 [00:34<00:34, 122.05it/s]
    Epoch 2:  87%|████████▋ | 29401/33666 [16:11<02:20, 30.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4152/8416 [00:34<00:34, 122.05it/s]
    Epoch 2:  87%|████████▋ | 29402/33666 [16:11<02:20, 30.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4153/8416 [00:34<00:34, 122.05it/s]
    Epoch 2:  87%|████████▋ | 29403/33666 [16:11<02:20, 30.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4154/8416 [00:34<00:34, 122.05it/s]
    Epoch 2:  87%|████████▋ | 29404/33666 [16:11<02:20, 30.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4155/8416 [00:34<00:34, 122.05it/s]
    Epoch 2:  87%|████████▋ | 29405/33666 [16:11<02:20, 30.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4156/8416 [00:34<00:34, 122.05it/s]
    Epoch 2:  87%|████████▋ | 29406/33666 [16:11<02:20, 30.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4157/8416 [00:34<00:34, 122.05it/s]
    Epoch 2:  87%|████████▋ | 29407/33666 [16:11<02:20, 30.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4158/8416 [00:34<00:34, 122.05it/s]
    Epoch 2:  87%|████████▋ | 29408/33666 [16:11<02:20, 30.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4159/8416 [00:34<00:34, 122.04it/s]
    Epoch 2:  87%|████████▋ | 29409/33666 [16:11<02:20, 30.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4160/8416 [00:34<00:34, 122.04it/s]
    Epoch 2:  87%|████████▋ | 29410/33666 [16:11<02:20, 30.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4161/8416 [00:34<00:34, 122.04it/s]
    Epoch 2:  87%|████████▋ | 29411/33666 [16:11<02:20, 30.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4162/8416 [00:34<00:34, 122.04it/s]
    Epoch 2:  87%|████████▋ | 29412/33666 [16:11<02:20, 30.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4163/8416 [00:34<00:34, 122.04it/s]
    Epoch 2:  87%|████████▋ | 29413/33666 [16:11<02:20, 30.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4164/8416 [00:34<00:34, 122.04it/s]
    Epoch 2:  87%|████████▋ | 29414/33666 [16:11<02:20, 30.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4165/8416 [00:34<00:34, 122.04it/s]
    Epoch 2:  87%|████████▋ | 29415/33666 [16:11<02:20, 30.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4166/8416 [00:34<00:34, 122.04it/s]
    Epoch 2:  87%|████████▋ | 29416/33666 [16:11<02:20, 30.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4167/8416 [00:34<00:34, 122.03it/s]
    Epoch 2:  87%|████████▋ | 29417/33666 [16:11<02:20, 30.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4168/8416 [00:34<00:34, 122.03it/s]
    Epoch 2:  87%|████████▋ | 29418/33666 [16:11<02:20, 30.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4169/8416 [00:34<00:34, 122.03it/s]
    Epoch 2:  87%|████████▋ | 29419/33666 [16:11<02:20, 30.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4170/8416 [00:34<00:34, 122.04it/s]
    Epoch 2:  87%|████████▋ | 29420/33666 [16:11<02:20, 30.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4171/8416 [00:34<00:34, 122.04it/s]
    Epoch 2:  87%|████████▋ | 29421/33666 [16:11<02:20, 30.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4172/8416 [00:34<00:34, 122.03it/s]
    Epoch 2:  87%|████████▋ | 29422/33666 [16:11<02:20, 30.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4173/8416 [00:34<00:34, 122.03it/s]
    Epoch 2:  87%|████████▋ | 29423/33666 [16:11<02:20, 30.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4174/8416 [00:34<00:34, 122.03it/s]
    Epoch 2:  87%|████████▋ | 29424/33666 [16:11<02:20, 30.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4175/8416 [00:34<00:34, 122.02it/s]
    Epoch 2:  87%|████████▋ | 29425/33666 [16:11<02:20, 30.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4176/8416 [00:34<00:34, 122.02it/s]
    Epoch 2:  87%|████████▋ | 29426/33666 [16:11<02:20, 30.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4177/8416 [00:34<00:34, 122.02it/s]
    Epoch 2:  87%|████████▋ | 29427/33666 [16:11<02:19, 30.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4178/8416 [00:34<00:34, 122.03it/s]
    Epoch 2:  87%|████████▋ | 29428/33666 [16:11<02:19, 30.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4179/8416 [00:34<00:34, 122.03it/s]
    Epoch 2:  87%|████████▋ | 29429/33666 [16:11<02:19, 30.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4180/8416 [00:34<00:34, 122.03it/s]
    Epoch 2:  87%|████████▋ | 29430/33666 [16:11<02:19, 30.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4181/8416 [00:34<00:34, 122.03it/s]
    Epoch 2:  87%|████████▋ | 29431/33666 [16:11<02:19, 30.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4182/8416 [00:34<00:34, 122.03it/s]
    Epoch 2:  87%|████████▋ | 29432/33666 [16:11<02:19, 30.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4183/8416 [00:34<00:34, 122.03it/s]
    Epoch 2:  87%|████████▋ | 29433/33666 [16:11<02:19, 30.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4184/8416 [00:34<00:34, 122.03it/s]
    Epoch 2:  87%|████████▋ | 29434/33666 [16:11<02:19, 30.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4185/8416 [00:34<00:34, 122.03it/s]
    Epoch 2:  87%|████████▋ | 29435/33666 [16:11<02:19, 30.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4186/8416 [00:34<00:34, 122.03it/s]
    Epoch 2:  87%|████████▋ | 29436/33666 [16:11<02:19, 30.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4187/8416 [00:34<00:34, 122.03it/s]
    Epoch 2:  87%|████████▋ | 29437/33666 [16:11<02:19, 30.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4188/8416 [00:34<00:34, 122.03it/s]
    Epoch 2:  87%|████████▋ | 29438/33666 [16:11<02:19, 30.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4189/8416 [00:34<00:34, 122.03it/s]
    Epoch 2:  87%|████████▋ | 29439/33666 [16:11<02:19, 30.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4190/8416 [00:34<00:34, 122.03it/s]
    Epoch 2:  87%|████████▋ | 29440/33666 [16:11<02:19, 30.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4191/8416 [00:34<00:34, 122.03it/s]
    Epoch 2:  87%|████████▋ | 29441/33666 [16:11<02:19, 30.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4192/8416 [00:34<00:34, 122.03it/s]
    Epoch 2:  87%|████████▋ | 29442/33666 [16:11<02:19, 30.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4193/8416 [00:34<00:34, 122.03it/s]
    Epoch 2:  87%|████████▋ | 29443/33666 [16:11<02:19, 30.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4194/8416 [00:34<00:34, 122.01it/s]
    Epoch 2:  87%|████████▋ | 29444/33666 [16:11<02:19, 30.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4195/8416 [00:34<00:34, 122.01it/s]
    Epoch 2:  87%|████████▋ | 29445/33666 [16:11<02:19, 30.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4196/8416 [00:34<00:34, 122.01it/s]
    Epoch 2:  87%|████████▋ | 29446/33666 [16:11<02:19, 30.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4197/8416 [00:34<00:34, 122.01it/s]
    Epoch 2:  87%|████████▋ | 29447/33666 [16:11<02:19, 30.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4198/8416 [00:34<00:34, 122.01it/s]
    Epoch 2:  87%|████████▋ | 29448/33666 [16:11<02:19, 30.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4199/8416 [00:34<00:34, 122.01it/s]
    Epoch 2:  87%|████████▋ | 29449/33666 [16:11<02:19, 30.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4200/8416 [00:34<00:34, 122.01it/s]
    Epoch 2:  87%|████████▋ | 29450/33666 [16:11<02:19, 30.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4201/8416 [00:34<00:34, 122.01it/s]
    Epoch 2:  87%|████████▋ | 29451/33666 [16:11<02:19, 30.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4202/8416 [00:34<00:34, 122.01it/s]
    Epoch 2:  87%|████████▋ | 29452/33666 [16:11<02:19, 30.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4203/8416 [00:34<00:34, 122.01it/s]
    Epoch 2:  87%|████████▋ | 29453/33666 [16:11<02:19, 30.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4204/8416 [00:34<00:34, 122.01it/s]
    Epoch 2:  87%|████████▋ | 29454/33666 [16:11<02:18, 30.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4205/8416 [00:34<00:34, 122.01it/s]
    Epoch 2:  87%|████████▋ | 29455/33666 [16:11<02:18, 30.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4206/8416 [00:34<00:34, 122.00it/s]
    Epoch 2:  87%|████████▋ | 29456/33666 [16:11<02:18, 30.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4207/8416 [00:34<00:34, 122.00it/s]
    Epoch 2:  87%|████████▋ | 29457/33666 [16:11<02:18, 30.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|█████     | 4208/8416 [00:34<00:34, 122.00it/s]
    Epoch 2:  88%|████████▊ | 29458/33666 [16:11<02:18, 30.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|█████     | 4209/8416 [00:34<00:34, 122.00it/s]
    Epoch 2:  88%|████████▊ | 29459/33666 [16:11<02:18, 30.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|█████     | 4210/8416 [00:34<00:34, 122.00it/s]
    Epoch 2:  88%|████████▊ | 29460/33666 [16:11<02:18, 30.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|█████     | 4211/8416 [00:34<00:34, 122.00it/s]
    Epoch 2:  88%|████████▊ | 29461/33666 [16:11<02:18, 30.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|█████     | 4212/8416 [00:34<00:34, 122.00it/s]
    Epoch 2:  88%|████████▊ | 29462/33666 [16:11<02:18, 30.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|█████     | 4213/8416 [00:34<00:34, 122.00it/s]
    Epoch 2:  88%|████████▊ | 29463/33666 [16:11<02:18, 30.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|█████     | 4214/8416 [00:34<00:34, 122.00it/s]
    Epoch 2:  88%|████████▊ | 29464/33666 [16:11<02:18, 30.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|█████     | 4215/8416 [00:34<00:34, 121.99it/s]
    Epoch 2:  88%|████████▊ | 29465/33666 [16:11<02:18, 30.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|█████     | 4216/8416 [00:34<00:34, 121.99it/s]
    Epoch 2:  88%|████████▊ | 29466/33666 [16:11<02:18, 30.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|█████     | 4217/8416 [00:34<00:34, 121.99it/s]
    Epoch 2:  88%|████████▊ | 29467/33666 [16:12<02:18, 30.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|█████     | 4218/8416 [00:34<00:34, 121.97it/s]
    Epoch 2:  88%|████████▊ | 29468/33666 [16:12<02:18, 30.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|█████     | 4219/8416 [00:34<00:34, 121.97it/s]
    Epoch 2:  88%|████████▊ | 29469/33666 [16:12<02:18, 30.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|█████     | 4220/8416 [00:34<00:34, 121.97it/s]
    Epoch 2:  88%|████████▊ | 29470/33666 [16:12<02:18, 30.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|█████     | 4221/8416 [00:34<00:34, 121.97it/s]
    Epoch 2:  88%|████████▊ | 29471/33666 [16:12<02:18, 30.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|█████     | 4222/8416 [00:34<00:34, 121.97it/s]
    Epoch 2:  88%|████████▊ | 29472/33666 [16:12<02:18, 30.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|█████     | 4223/8416 [00:34<00:34, 121.97it/s]
    Epoch 2:  88%|████████▊ | 29473/33666 [16:12<02:18, 30.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|█████     | 4224/8416 [00:34<00:34, 121.97it/s]
    Epoch 2:  88%|████████▊ | 29474/33666 [16:12<02:18, 30.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|█████     | 4225/8416 [00:34<00:34, 121.97it/s]
    Epoch 2:  88%|████████▊ | 29475/33666 [16:12<02:18, 30.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|█████     | 4226/8416 [00:34<00:34, 121.97it/s]
    Epoch 2:  88%|████████▊ | 29476/33666 [16:12<02:18, 30.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|█████     | 4227/8416 [00:34<00:34, 121.97it/s]
    Epoch 2:  88%|████████▊ | 29477/33666 [16:12<02:18, 30.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|█████     | 4228/8416 [00:34<00:34, 121.97it/s]
    Epoch 2:  88%|████████▊ | 29478/33666 [16:12<02:18, 30.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|█████     | 4229/8416 [00:34<00:34, 121.96it/s]
    Epoch 2:  88%|████████▊ | 29479/33666 [16:12<02:18, 30.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|█████     | 4230/8416 [00:34<00:34, 121.96it/s]
    Epoch 2:  88%|████████▊ | 29480/33666 [16:12<02:18, 30.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|█████     | 4231/8416 [00:34<00:34, 121.96it/s]
    Epoch 2:  88%|████████▊ | 29481/33666 [16:12<02:17, 30.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|█████     | 4232/8416 [00:34<00:34, 121.96it/s]
    Epoch 2:  88%|████████▊ | 29482/33666 [16:12<02:17, 30.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|█████     | 4233/8416 [00:34<00:34, 121.96it/s]
    Epoch 2:  88%|████████▊ | 29483/33666 [16:12<02:17, 30.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|█████     | 4234/8416 [00:34<00:34, 121.96it/s]
    Epoch 2:  88%|████████▊ | 29484/33666 [16:12<02:17, 30.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|█████     | 4235/8416 [00:34<00:34, 121.96it/s]
    Epoch 2:  88%|████████▊ | 29485/33666 [16:12<02:17, 30.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|█████     | 4236/8416 [00:34<00:34, 121.96it/s]
    Epoch 2:  88%|████████▊ | 29486/33666 [16:12<02:17, 30.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|█████     | 4237/8416 [00:34<00:34, 121.96it/s]
    Epoch 2:  88%|████████▊ | 29487/33666 [16:12<02:17, 30.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|█████     | 4238/8416 [00:34<00:34, 121.96it/s]
    Epoch 2:  88%|████████▊ | 29488/33666 [16:12<02:17, 30.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|█████     | 4239/8416 [00:34<00:34, 121.96it/s]
    Epoch 2:  88%|████████▊ | 29489/33666 [16:12<02:17, 30.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|█████     | 4240/8416 [00:34<00:34, 121.96it/s]
    Epoch 2:  88%|████████▊ | 29490/33666 [16:12<02:17, 30.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|█████     | 4241/8416 [00:34<00:34, 121.96it/s]
    Epoch 2:  88%|████████▊ | 29491/33666 [16:12<02:17, 30.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|█████     | 4242/8416 [00:34<00:34, 121.96it/s]
    Epoch 2:  88%|████████▊ | 29492/33666 [16:12<02:17, 30.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|█████     | 4243/8416 [00:34<00:34, 121.96it/s]
    Epoch 2:  88%|████████▊ | 29493/33666 [16:12<02:17, 30.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|█████     | 4244/8416 [00:34<00:34, 121.96it/s]
    Epoch 2:  88%|████████▊ | 29494/33666 [16:12<02:17, 30.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|█████     | 4245/8416 [00:34<00:34, 121.96it/s]
    Epoch 2:  88%|████████▊ | 29495/33666 [16:12<02:17, 30.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|█████     | 4246/8416 [00:34<00:34, 121.96it/s]
    Epoch 2:  88%|████████▊ | 29496/33666 [16:12<02:17, 30.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|█████     | 4247/8416 [00:34<00:34, 121.95it/s]
    Epoch 2:  88%|████████▊ | 29497/33666 [16:12<02:17, 30.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|█████     | 4248/8416 [00:34<00:34, 121.95it/s]
    Epoch 2:  88%|████████▊ | 29498/33666 [16:12<02:17, 30.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|█████     | 4249/8416 [00:34<00:34, 121.95it/s]
    Epoch 2:  88%|████████▊ | 29499/33666 [16:12<02:17, 30.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  50%|█████     | 4250/8416 [00:34<00:34, 121.95it/s]
    Epoch 2:  88%|████████▊ | 29500/33666 [16:12<02:17, 30.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4251/8416 [00:34<00:34, 121.95it/s]
    Epoch 2:  88%|████████▊ | 29501/33666 [16:12<02:17, 30.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4252/8416 [00:34<00:34, 121.95it/s]
    Epoch 2:  88%|████████▊ | 29502/33666 [16:12<02:17, 30.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4253/8416 [00:34<00:34, 121.95it/s]
    Epoch 2:  88%|████████▊ | 29503/33666 [16:12<02:17, 30.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4254/8416 [00:34<00:34, 121.95it/s]
    Epoch 2:  88%|████████▊ | 29504/33666 [16:12<02:17, 30.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4255/8416 [00:34<00:34, 121.95it/s]
    Epoch 2:  88%|████████▊ | 29505/33666 [16:12<02:17, 30.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4256/8416 [00:34<00:34, 121.95it/s]
    Epoch 2:  88%|████████▊ | 29506/33666 [16:12<02:17, 30.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4257/8416 [00:34<00:34, 121.95it/s]
    Epoch 2:  88%|████████▊ | 29507/33666 [16:12<02:17, 30.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4258/8416 [00:34<00:34, 121.95it/s]
    Epoch 2:  88%|████████▊ | 29508/33666 [16:12<02:17, 30.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4259/8416 [00:34<00:34, 121.95it/s]
    Epoch 2:  88%|████████▊ | 29509/33666 [16:12<02:16, 30.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4260/8416 [00:34<00:34, 121.95it/s]
    Epoch 2:  88%|████████▊ | 29510/33666 [16:12<02:16, 30.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4261/8416 [00:34<00:34, 121.94it/s]
    Epoch 2:  88%|████████▊ | 29511/33666 [16:12<02:16, 30.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4262/8416 [00:34<00:34, 121.94it/s]
    Epoch 2:  88%|████████▊ | 29512/33666 [16:12<02:16, 30.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4263/8416 [00:34<00:34, 121.94it/s]
    Epoch 2:  88%|████████▊ | 29513/33666 [16:12<02:16, 30.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4264/8416 [00:34<00:34, 121.92it/s]
    Epoch 2:  88%|████████▊ | 29514/33666 [16:12<02:16, 30.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4265/8416 [00:34<00:34, 121.92it/s]
    Epoch 2:  88%|████████▊ | 29515/33666 [16:12<02:16, 30.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4266/8416 [00:34<00:34, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29516/33666 [16:12<02:16, 30.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4267/8416 [00:34<00:34, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29517/33666 [16:12<02:16, 30.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4268/8416 [00:35<00:34, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29518/33666 [16:12<02:16, 30.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4269/8416 [00:35<00:34, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29519/33666 [16:12<02:16, 30.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4270/8416 [00:35<00:34, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29520/33666 [16:12<02:16, 30.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4271/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29521/33666 [16:12<02:16, 30.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4272/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29522/33666 [16:12<02:16, 30.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4273/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29523/33666 [16:12<02:16, 30.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4274/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29524/33666 [16:12<02:16, 30.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4275/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29525/33666 [16:12<02:16, 30.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4276/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29526/33666 [16:12<02:16, 30.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4277/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29527/33666 [16:12<02:16, 30.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4278/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29528/33666 [16:12<02:16, 30.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4279/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29529/33666 [16:12<02:16, 30.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4280/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29530/33666 [16:12<02:16, 30.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4281/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29531/33666 [16:12<02:16, 30.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4282/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29532/33666 [16:12<02:16, 30.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4283/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29533/33666 [16:12<02:16, 30.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4284/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29534/33666 [16:12<02:16, 30.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4285/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29535/33666 [16:12<02:16, 30.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4286/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29536/33666 [16:12<02:15, 30.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4287/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29537/33666 [16:12<02:15, 30.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4288/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29538/33666 [16:12<02:15, 30.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4289/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29539/33666 [16:12<02:15, 30.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4290/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29540/33666 [16:12<02:15, 30.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4291/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29541/33666 [16:12<02:15, 30.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4292/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29542/33666 [16:12<02:15, 30.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4293/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29543/33666 [16:12<02:15, 30.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4294/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29544/33666 [16:12<02:15, 30.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4295/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29545/33666 [16:12<02:15, 30.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4296/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29546/33666 [16:12<02:15, 30.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4297/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29547/33666 [16:12<02:15, 30.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4298/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29548/33666 [16:12<02:15, 30.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4299/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29549/33666 [16:12<02:15, 30.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4300/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29550/33666 [16:12<02:15, 30.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4301/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29551/33666 [16:12<02:15, 30.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4302/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29552/33666 [16:12<02:15, 30.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4303/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29553/33666 [16:12<02:15, 30.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4304/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29554/33666 [16:12<02:15, 30.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4305/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29555/33666 [16:12<02:15, 30.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4306/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29556/33666 [16:12<02:15, 30.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4307/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29557/33666 [16:12<02:15, 30.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4308/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29558/33666 [16:12<02:15, 30.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4309/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29559/33666 [16:12<02:15, 30.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4310/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29560/33666 [16:12<02:15, 30.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4311/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29561/33666 [16:12<02:15, 30.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4312/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29562/33666 [16:12<02:15, 30.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4313/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29563/33666 [16:12<02:15, 30.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████▏    | 4314/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29564/33666 [16:12<02:14, 30.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████▏    | 4315/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29565/33666 [16:12<02:14, 30.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████▏    | 4316/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29566/33666 [16:12<02:14, 30.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████▏    | 4317/8416 [00:35<00:33, 121.92it/s]
    Epoch 2:  88%|████████▊ | 29567/33666 [16:12<02:14, 30.39it/s, loss=3.27, v_num=0]

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    Validation DataLoader 0:  51%|█████▏    | 4322/8416 [00:35<00:33, 121.92it/s]
    Epoch 2:  88%|████████▊ | 29572/33666 [16:12<02:14, 30.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████▏    | 4323/8416 [00:35<00:33, 121.92it/s]
    Epoch 2:  88%|████████▊ | 29573/33666 [16:12<02:14, 30.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████▏    | 4324/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29574/33666 [16:12<02:14, 30.40it/s, loss=3.27, v_num=0]

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    Epoch 2:  88%|████████▊ | 29575/33666 [16:12<02:14, 30.40it/s, loss=3.27, v_num=0]

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    Epoch 2:  88%|████████▊ | 29577/33666 [16:12<02:14, 30.40it/s, loss=3.27, v_num=0]

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    Epoch 2:  88%|████████▊ | 29582/33666 [16:12<02:14, 30.40it/s, loss=3.27, v_num=0]

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    Epoch 2:  88%|████████▊ | 29583/33666 [16:12<02:14, 30.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  51%|█████▏    | 4334/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29584/33666 [16:12<02:14, 30.41it/s, loss=3.27, v_num=0]

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    Epoch 2:  88%|████████▊ | 29585/33666 [16:12<02:14, 30.41it/s, loss=3.27, v_num=0]

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    Epoch 2:  88%|████████▊ | 29586/33666 [16:12<02:14, 30.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4337/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29587/33666 [16:13<02:14, 30.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4338/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29588/33666 [16:13<02:14, 30.41it/s, loss=3.27, v_num=0]

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    Epoch 2:  88%|████████▊ | 29589/33666 [16:13<02:14, 30.41it/s, loss=3.27, v_num=0]

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    Epoch 2:  88%|████████▊ | 29590/33666 [16:13<02:14, 30.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4341/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29591/33666 [16:13<02:13, 30.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4342/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29592/33666 [16:13<02:13, 30.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4343/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29593/33666 [16:13<02:13, 30.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4344/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29594/33666 [16:13<02:13, 30.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4345/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29595/33666 [16:13<02:13, 30.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4346/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29596/33666 [16:13<02:13, 30.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4347/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29597/33666 [16:13<02:13, 30.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4348/8416 [00:35<00:33, 121.93it/s]
    Epoch 2:  88%|████████▊ | 29598/33666 [16:13<02:13, 30.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4349/8416 [00:35<00:33, 121.92it/s]
    Epoch 2:  88%|████████▊ | 29599/33666 [16:13<02:13, 30.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4350/8416 [00:35<00:33, 121.92it/s]
    Epoch 2:  88%|████████▊ | 29600/33666 [16:13<02:13, 30.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4351/8416 [00:35<00:33, 121.92it/s]
    Epoch 2:  88%|████████▊ | 29601/33666 [16:13<02:13, 30.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4352/8416 [00:35<00:33, 121.92it/s]
    Epoch 2:  88%|████████▊ | 29602/33666 [16:13<02:13, 30.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4353/8416 [00:35<00:33, 121.92it/s]
    Epoch 2:  88%|████████▊ | 29603/33666 [16:13<02:13, 30.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4354/8416 [00:35<00:33, 121.92it/s]
    Epoch 2:  88%|████████▊ | 29604/33666 [16:13<02:13, 30.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4355/8416 [00:35<00:33, 121.92it/s]
    Epoch 2:  88%|████████▊ | 29605/33666 [16:13<02:13, 30.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4356/8416 [00:35<00:33, 121.92it/s]
    Epoch 2:  88%|████████▊ | 29606/33666 [16:13<02:13, 30.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4357/8416 [00:35<00:33, 121.92it/s]
    Epoch 2:  88%|████████▊ | 29607/33666 [16:13<02:13, 30.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4358/8416 [00:35<00:33, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29608/33666 [16:13<02:13, 30.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4359/8416 [00:35<00:33, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29609/33666 [16:13<02:13, 30.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4360/8416 [00:35<00:33, 121.92it/s]
    Epoch 2:  88%|████████▊ | 29610/33666 [16:13<02:13, 30.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4361/8416 [00:35<00:33, 121.92it/s]
    Epoch 2:  88%|████████▊ | 29611/33666 [16:13<02:13, 30.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4362/8416 [00:35<00:33, 121.92it/s]
    Epoch 2:  88%|████████▊ | 29612/33666 [16:13<02:13, 30.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4363/8416 [00:35<00:33, 121.92it/s]
    Epoch 2:  88%|████████▊ | 29613/33666 [16:13<02:13, 30.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4364/8416 [00:35<00:33, 121.92it/s]
    Epoch 2:  88%|████████▊ | 29614/33666 [16:13<02:13, 30.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4365/8416 [00:35<00:33, 121.92it/s]
    Epoch 2:  88%|████████▊ | 29615/33666 [16:13<02:13, 30.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4366/8416 [00:35<00:33, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29616/33666 [16:13<02:13, 30.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4367/8416 [00:35<00:33, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29617/33666 [16:13<02:13, 30.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4368/8416 [00:35<00:33, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29618/33666 [16:13<02:13, 30.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4369/8416 [00:35<00:33, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29619/33666 [16:13<02:12, 30.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4370/8416 [00:35<00:33, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29620/33666 [16:13<02:12, 30.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4371/8416 [00:35<00:33, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29621/33666 [16:13<02:12, 30.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4372/8416 [00:35<00:33, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29622/33666 [16:13<02:12, 30.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4373/8416 [00:35<00:33, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29623/33666 [16:13<02:12, 30.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4374/8416 [00:35<00:33, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29624/33666 [16:13<02:12, 30.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4375/8416 [00:35<00:33, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29625/33666 [16:13<02:12, 30.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4376/8416 [00:35<00:33, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29626/33666 [16:13<02:12, 30.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4377/8416 [00:35<00:33, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29627/33666 [16:13<02:12, 30.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4378/8416 [00:35<00:33, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29628/33666 [16:13<02:12, 30.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4379/8416 [00:35<00:33, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29629/33666 [16:13<02:12, 30.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4380/8416 [00:35<00:33, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29630/33666 [16:13<02:12, 30.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4381/8416 [00:35<00:33, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29631/33666 [16:13<02:12, 30.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4382/8416 [00:35<00:33, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29632/33666 [16:13<02:12, 30.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4383/8416 [00:35<00:33, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29633/33666 [16:13<02:12, 30.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4384/8416 [00:35<00:33, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29634/33666 [16:13<02:12, 30.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4385/8416 [00:35<00:33, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29635/33666 [16:13<02:12, 30.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4386/8416 [00:35<00:33, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29636/33666 [16:13<02:12, 30.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4387/8416 [00:35<00:33, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29637/33666 [16:13<02:12, 30.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4388/8416 [00:35<00:33, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29638/33666 [16:13<02:12, 30.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4389/8416 [00:36<00:33, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29639/33666 [16:13<02:12, 30.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4390/8416 [00:36<00:33, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29640/33666 [16:13<02:12, 30.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4391/8416 [00:36<00:33, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29641/33666 [16:13<02:12, 30.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4392/8416 [00:36<00:33, 121.90it/s]
    Epoch 2:  88%|████████▊ | 29642/33666 [16:13<02:12, 30.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4393/8416 [00:36<00:33, 121.90it/s]
    Epoch 2:  88%|████████▊ | 29643/33666 [16:13<02:12, 30.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4394/8416 [00:36<00:32, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29644/33666 [16:13<02:12, 30.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4395/8416 [00:36<00:32, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29645/33666 [16:13<02:12, 30.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4396/8416 [00:36<00:32, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29646/33666 [16:13<02:12, 30.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4397/8416 [00:36<00:32, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29647/33666 [16:13<02:11, 30.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4398/8416 [00:36<00:32, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29648/33666 [16:13<02:11, 30.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4399/8416 [00:36<00:32, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29649/33666 [16:13<02:11, 30.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4400/8416 [00:36<00:32, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29650/33666 [16:13<02:11, 30.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4401/8416 [00:36<00:32, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29651/33666 [16:13<02:11, 30.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4402/8416 [00:36<00:32, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29652/33666 [16:13<02:11, 30.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4403/8416 [00:36<00:32, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29653/33666 [16:13<02:11, 30.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4404/8416 [00:36<00:32, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29654/33666 [16:13<02:11, 30.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4405/8416 [00:36<00:32, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29655/33666 [16:13<02:11, 30.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4406/8416 [00:36<00:32, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29656/33666 [16:13<02:11, 30.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4407/8416 [00:36<00:32, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29657/33666 [16:13<02:11, 30.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4408/8416 [00:36<00:32, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29658/33666 [16:13<02:11, 30.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4409/8416 [00:36<00:32, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29659/33666 [16:13<02:11, 30.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4410/8416 [00:36<00:32, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29660/33666 [16:13<02:11, 30.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4411/8416 [00:36<00:32, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29661/33666 [16:13<02:11, 30.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4412/8416 [00:36<00:32, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29662/33666 [16:13<02:11, 30.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4413/8416 [00:36<00:32, 121.91it/s]
    Epoch 2:  88%|████████▊ | 29663/33666 [16:13<02:11, 30.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4414/8416 [00:36<00:32, 121.90it/s]
    Epoch 2:  88%|████████▊ | 29664/33666 [16:13<02:11, 30.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4415/8416 [00:36<00:32, 121.90it/s]
    Epoch 2:  88%|████████▊ | 29665/33666 [16:13<02:11, 30.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4416/8416 [00:36<00:32, 121.90it/s]
    Epoch 2:  88%|████████▊ | 29666/33666 [16:13<02:11, 30.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4417/8416 [00:36<00:32, 121.90it/s]
    Epoch 2:  88%|████████▊ | 29667/33666 [16:13<02:11, 30.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4418/8416 [00:36<00:32, 121.90it/s]
    Epoch 2:  88%|████████▊ | 29668/33666 [16:13<02:11, 30.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4419/8416 [00:36<00:32, 121.90it/s]
    Epoch 2:  88%|████████▊ | 29669/33666 [16:13<02:11, 30.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4420/8416 [00:36<00:32, 121.90it/s]
    Epoch 2:  88%|████████▊ | 29670/33666 [16:13<02:11, 30.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4421/8416 [00:36<00:32, 121.90it/s]
    Epoch 2:  88%|████████▊ | 29671/33666 [16:13<02:11, 30.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4422/8416 [00:36<00:32, 121.90it/s]
    Epoch 2:  88%|████████▊ | 29672/33666 [16:13<02:11, 30.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4423/8416 [00:36<00:32, 121.90it/s]
    Epoch 2:  88%|████████▊ | 29673/33666 [16:13<02:11, 30.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4424/8416 [00:36<00:32, 121.90it/s]
    Epoch 2:  88%|████████▊ | 29674/33666 [16:13<02:10, 30.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4425/8416 [00:36<00:32, 121.90it/s]
    Epoch 2:  88%|████████▊ | 29675/33666 [16:13<02:10, 30.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4426/8416 [00:36<00:32, 121.90it/s]
    Epoch 2:  88%|████████▊ | 29676/33666 [16:13<02:10, 30.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4427/8416 [00:36<00:32, 121.90it/s]
    Epoch 2:  88%|████████▊ | 29677/33666 [16:13<02:10, 30.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4428/8416 [00:36<00:32, 121.90it/s]
    Epoch 2:  88%|████████▊ | 29678/33666 [16:13<02:10, 30.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4429/8416 [00:36<00:32, 121.90it/s]
    Epoch 2:  88%|████████▊ | 29679/33666 [16:13<02:10, 30.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4430/8416 [00:36<00:32, 121.90it/s]
    Epoch 2:  88%|████████▊ | 29680/33666 [16:13<02:10, 30.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4431/8416 [00:36<00:32, 121.90it/s]
    Epoch 2:  88%|████████▊ | 29681/33666 [16:13<02:10, 30.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4432/8416 [00:36<00:32, 121.90it/s]
    Epoch 2:  88%|████████▊ | 29682/33666 [16:13<02:10, 30.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4433/8416 [00:36<00:32, 121.90it/s]
    Epoch 2:  88%|████████▊ | 29683/33666 [16:13<02:10, 30.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4434/8416 [00:36<00:32, 121.90it/s]
    Epoch 2:  88%|████████▊ | 29684/33666 [16:13<02:10, 30.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4435/8416 [00:36<00:32, 121.90it/s]
    Epoch 2:  88%|████████▊ | 29685/33666 [16:13<02:10, 30.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4436/8416 [00:36<00:32, 121.90it/s]
    Epoch 2:  88%|████████▊ | 29686/33666 [16:13<02:10, 30.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4437/8416 [00:36<00:32, 121.90it/s]
    Epoch 2:  88%|████████▊ | 29687/33666 [16:13<02:10, 30.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4438/8416 [00:36<00:32, 121.90it/s]
    Epoch 2:  88%|████████▊ | 29688/33666 [16:13<02:10, 30.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4439/8416 [00:36<00:32, 121.90it/s]
    Epoch 2:  88%|████████▊ | 29689/33666 [16:13<02:10, 30.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4440/8416 [00:36<00:32, 121.90it/s]
    Epoch 2:  88%|████████▊ | 29690/33666 [16:13<02:10, 30.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4441/8416 [00:36<00:32, 121.90it/s]
    Epoch 2:  88%|████████▊ | 29691/33666 [16:13<02:10, 30.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4442/8416 [00:36<00:32, 121.90it/s]
    Epoch 2:  88%|████████▊ | 29692/33666 [16:13<02:10, 30.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4443/8416 [00:36<00:32, 121.90it/s]
    Epoch 2:  88%|████████▊ | 29693/33666 [16:13<02:10, 30.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4444/8416 [00:36<00:32, 121.89it/s]
    Epoch 2:  88%|████████▊ | 29694/33666 [16:13<02:10, 30.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4445/8416 [00:36<00:32, 121.89it/s]
    Epoch 2:  88%|████████▊ | 29695/33666 [16:13<02:10, 30.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4446/8416 [00:36<00:32, 121.89it/s]
    Epoch 2:  88%|████████▊ | 29696/33666 [16:13<02:10, 30.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4447/8416 [00:36<00:32, 121.89it/s]
    Epoch 2:  88%|████████▊ | 29697/33666 [16:13<02:10, 30.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4448/8416 [00:36<00:32, 121.89it/s]
    Epoch 2:  88%|████████▊ | 29698/33666 [16:13<02:10, 30.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4449/8416 [00:36<00:32, 121.89it/s]
    Epoch 2:  88%|████████▊ | 29699/33666 [16:13<02:10, 30.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4450/8416 [00:36<00:32, 121.89it/s]
    Epoch 2:  88%|████████▊ | 29700/33666 [16:13<02:10, 30.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4451/8416 [00:36<00:32, 121.89it/s]
    Epoch 2:  88%|████████▊ | 29701/33666 [16:13<02:10, 30.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4452/8416 [00:36<00:32, 121.89it/s]
    Epoch 2:  88%|████████▊ | 29702/33666 [16:13<02:09, 30.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4453/8416 [00:36<00:32, 121.89it/s]
    Epoch 2:  88%|████████▊ | 29703/33666 [16:13<02:09, 30.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4454/8416 [00:36<00:32, 121.89it/s]
    Epoch 2:  88%|████████▊ | 29704/33666 [16:13<02:09, 30.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4455/8416 [00:36<00:32, 121.89it/s]
    Epoch 2:  88%|████████▊ | 29705/33666 [16:13<02:09, 30.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4456/8416 [00:36<00:32, 121.89it/s]
    Epoch 2:  88%|████████▊ | 29706/33666 [16:13<02:09, 30.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4457/8416 [00:36<00:32, 121.89it/s]
    Epoch 2:  88%|████████▊ | 29707/33666 [16:14<02:09, 30.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4458/8416 [00:36<00:32, 121.89it/s]
    Epoch 2:  88%|████████▊ | 29708/33666 [16:14<02:09, 30.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4459/8416 [00:36<00:32, 121.89it/s]
    Epoch 2:  88%|████████▊ | 29709/33666 [16:14<02:09, 30.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4460/8416 [00:36<00:32, 121.89it/s]
    Epoch 2:  88%|████████▊ | 29710/33666 [16:14<02:09, 30.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4461/8416 [00:36<00:32, 121.89it/s]
    Epoch 2:  88%|████████▊ | 29711/33666 [16:14<02:09, 30.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4462/8416 [00:36<00:32, 121.89it/s]
    Epoch 2:  88%|████████▊ | 29712/33666 [16:14<02:09, 30.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4463/8416 [00:36<00:32, 121.89it/s]
    Epoch 2:  88%|████████▊ | 29713/33666 [16:14<02:09, 30.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4464/8416 [00:36<00:32, 121.89it/s]
    Epoch 2:  88%|████████▊ | 29714/33666 [16:14<02:09, 30.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4465/8416 [00:36<00:32, 121.89it/s]
    Epoch 2:  88%|████████▊ | 29715/33666 [16:14<02:09, 30.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4466/8416 [00:36<00:32, 121.89it/s]
    Epoch 2:  88%|████████▊ | 29716/33666 [16:14<02:09, 30.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4467/8416 [00:36<00:32, 121.90it/s]
    Epoch 2:  88%|████████▊ | 29717/33666 [16:14<02:09, 30.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4468/8416 [00:36<00:32, 121.90it/s]
    Epoch 2:  88%|████████▊ | 29718/33666 [16:14<02:09, 30.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4469/8416 [00:36<00:32, 121.90it/s]
    Epoch 2:  88%|████████▊ | 29719/33666 [16:14<02:09, 30.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4470/8416 [00:36<00:32, 121.89it/s]
    Epoch 2:  88%|████████▊ | 29720/33666 [16:14<02:09, 30.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4471/8416 [00:36<00:32, 121.89it/s]
    Epoch 2:  88%|████████▊ | 29721/33666 [16:14<02:09, 30.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4472/8416 [00:36<00:32, 121.88it/s]
    Epoch 2:  88%|████████▊ | 29722/33666 [16:14<02:09, 30.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4473/8416 [00:36<00:32, 121.88it/s]
    Epoch 2:  88%|████████▊ | 29723/33666 [16:14<02:09, 30.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4474/8416 [00:36<00:32, 121.88it/s]
    Epoch 2:  88%|████████▊ | 29724/33666 [16:14<02:09, 30.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4475/8416 [00:36<00:32, 121.88it/s]
    Epoch 2:  88%|████████▊ | 29725/33666 [16:14<02:09, 30.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4476/8416 [00:36<00:32, 121.88it/s]
    Epoch 2:  88%|████████▊ | 29726/33666 [16:14<02:09, 30.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4477/8416 [00:36<00:32, 121.87it/s]
    Epoch 2:  88%|████████▊ | 29727/33666 [16:14<02:09, 30.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4478/8416 [00:36<00:32, 121.87it/s]
    Epoch 2:  88%|████████▊ | 29728/33666 [16:14<02:09, 30.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4479/8416 [00:36<00:32, 121.87it/s]
    Epoch 2:  88%|████████▊ | 29729/33666 [16:14<02:09, 30.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4480/8416 [00:36<00:32, 121.87it/s]
    Epoch 2:  88%|████████▊ | 29730/33666 [16:14<02:08, 30.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4481/8416 [00:36<00:32, 121.87it/s]
    Epoch 2:  88%|████████▊ | 29731/33666 [16:14<02:08, 30.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4482/8416 [00:36<00:32, 121.87it/s]
    Epoch 2:  88%|████████▊ | 29732/33666 [16:14<02:08, 30.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4483/8416 [00:36<00:32, 121.87it/s]
    Epoch 2:  88%|████████▊ | 29733/33666 [16:14<02:08, 30.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4484/8416 [00:36<00:32, 121.87it/s]
    Epoch 2:  88%|████████▊ | 29734/33666 [16:14<02:08, 30.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4485/8416 [00:36<00:32, 121.86it/s]
    Epoch 2:  88%|████████▊ | 29735/33666 [16:14<02:08, 30.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4486/8416 [00:36<00:32, 121.86it/s]
    Epoch 2:  88%|████████▊ | 29736/33666 [16:14<02:08, 30.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4487/8416 [00:36<00:32, 121.86it/s]
    Epoch 2:  88%|████████▊ | 29737/33666 [16:14<02:08, 30.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4488/8416 [00:36<00:32, 121.86it/s]
    Epoch 2:  88%|████████▊ | 29738/33666 [16:14<02:08, 30.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4489/8416 [00:36<00:32, 121.86it/s]
    Epoch 2:  88%|████████▊ | 29739/33666 [16:14<02:08, 30.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4490/8416 [00:36<00:32, 121.86it/s]
    Epoch 2:  88%|████████▊ | 29740/33666 [16:14<02:08, 30.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4491/8416 [00:36<00:32, 121.85it/s]
    Epoch 2:  88%|████████▊ | 29741/33666 [16:14<02:08, 30.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4492/8416 [00:36<00:32, 121.85it/s]
    Epoch 2:  88%|████████▊ | 29742/33666 [16:14<02:08, 30.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4493/8416 [00:36<00:32, 121.85it/s]
    Epoch 2:  88%|████████▊ | 29743/33666 [16:14<02:08, 30.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4494/8416 [00:36<00:32, 121.85it/s]
    Epoch 2:  88%|████████▊ | 29744/33666 [16:14<02:08, 30.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4495/8416 [00:36<00:32, 121.85it/s]
    Epoch 2:  88%|████████▊ | 29745/33666 [16:14<02:08, 30.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4496/8416 [00:36<00:32, 121.85it/s]
    Epoch 2:  88%|████████▊ | 29746/33666 [16:14<02:08, 30.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4497/8416 [00:36<00:32, 121.85it/s]
    Epoch 2:  88%|████████▊ | 29747/33666 [16:14<02:08, 30.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4498/8416 [00:36<00:32, 121.85it/s]
    Epoch 2:  88%|████████▊ | 29748/33666 [16:14<02:08, 30.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4499/8416 [00:36<00:32, 121.85it/s]
    Epoch 2:  88%|████████▊ | 29749/33666 [16:14<02:08, 30.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4500/8416 [00:36<00:32, 121.85it/s]
    Epoch 2:  88%|████████▊ | 29750/33666 [16:14<02:08, 30.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4501/8416 [00:36<00:32, 121.85it/s]
    Epoch 2:  88%|████████▊ | 29751/33666 [16:14<02:08, 30.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4502/8416 [00:36<00:32, 121.84it/s]
    Epoch 2:  88%|████████▊ | 29752/33666 [16:14<02:08, 30.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4503/8416 [00:36<00:32, 121.84it/s]
    Epoch 2:  88%|████████▊ | 29753/33666 [16:14<02:08, 30.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4504/8416 [00:36<00:32, 121.84it/s]
    Epoch 2:  88%|████████▊ | 29754/33666 [16:14<02:08, 30.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4505/8416 [00:36<00:32, 121.84it/s]
    Epoch 2:  88%|████████▊ | 29755/33666 [16:14<02:08, 30.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4506/8416 [00:36<00:32, 121.84it/s]
    Epoch 2:  88%|████████▊ | 29756/33666 [16:14<02:08, 30.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4507/8416 [00:36<00:32, 121.84it/s]
    Epoch 2:  88%|████████▊ | 29757/33666 [16:14<02:08, 30.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4508/8416 [00:36<00:32, 121.84it/s]
    Epoch 2:  88%|████████▊ | 29758/33666 [16:14<02:07, 30.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4509/8416 [00:37<00:32, 121.84it/s]
    Epoch 2:  88%|████████▊ | 29759/33666 [16:14<02:07, 30.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4510/8416 [00:37<00:32, 121.84it/s]
    Epoch 2:  88%|████████▊ | 29760/33666 [16:14<02:07, 30.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4511/8416 [00:37<00:32, 121.83it/s]
    Epoch 2:  88%|████████▊ | 29761/33666 [16:14<02:07, 30.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4512/8416 [00:37<00:32, 121.83it/s]
    Epoch 2:  88%|████████▊ | 29762/33666 [16:14<02:07, 30.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4513/8416 [00:37<00:32, 121.83it/s]
    Epoch 2:  88%|████████▊ | 29763/33666 [16:14<02:07, 30.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4514/8416 [00:37<00:32, 121.83it/s]
    Epoch 2:  88%|████████▊ | 29764/33666 [16:14<02:07, 30.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4515/8416 [00:37<00:32, 121.83it/s]
    Epoch 2:  88%|████████▊ | 29765/33666 [16:14<02:07, 30.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4516/8416 [00:37<00:32, 121.83it/s]
    Epoch 2:  88%|████████▊ | 29766/33666 [16:14<02:07, 30.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4517/8416 [00:37<00:32, 121.83it/s]
    Epoch 2:  88%|████████▊ | 29767/33666 [16:14<02:07, 30.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4518/8416 [00:37<00:31, 121.83it/s]
    Epoch 2:  88%|████████▊ | 29768/33666 [16:14<02:07, 30.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4519/8416 [00:37<00:31, 121.83it/s]
    Epoch 2:  88%|████████▊ | 29769/33666 [16:14<02:07, 30.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4520/8416 [00:37<00:31, 121.83it/s]
    Epoch 2:  88%|████████▊ | 29770/33666 [16:14<02:07, 30.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4521/8416 [00:37<00:31, 121.82it/s]
    Epoch 2:  88%|████████▊ | 29771/33666 [16:14<02:07, 30.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4522/8416 [00:37<00:31, 121.82it/s]
    Epoch 2:  88%|████████▊ | 29772/33666 [16:14<02:07, 30.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4523/8416 [00:37<00:31, 121.82it/s]
    Epoch 2:  88%|████████▊ | 29773/33666 [16:14<02:07, 30.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4524/8416 [00:37<00:31, 121.82it/s]
    Epoch 2:  88%|████████▊ | 29774/33666 [16:14<02:07, 30.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4525/8416 [00:37<00:31, 121.82it/s]
    Epoch 2:  88%|████████▊ | 29775/33666 [16:14<02:07, 30.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4526/8416 [00:37<00:31, 121.82it/s]
    Epoch 2:  88%|████████▊ | 29776/33666 [16:14<02:07, 30.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4527/8416 [00:37<00:31, 121.82it/s]
    Epoch 2:  88%|████████▊ | 29777/33666 [16:14<02:07, 30.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4528/8416 [00:37<00:31, 121.82it/s]
    Epoch 2:  88%|████████▊ | 29778/33666 [16:14<02:07, 30.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4529/8416 [00:37<00:31, 121.82it/s]
    Epoch 2:  88%|████████▊ | 29779/33666 [16:14<02:07, 30.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4530/8416 [00:37<00:31, 121.82it/s]
    Epoch 2:  88%|████████▊ | 29780/33666 [16:14<02:07, 30.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4531/8416 [00:37<00:31, 121.82it/s]
    Epoch 2:  88%|████████▊ | 29781/33666 [16:14<02:07, 30.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4532/8416 [00:37<00:31, 121.82it/s]
    Epoch 2:  88%|████████▊ | 29782/33666 [16:14<02:07, 30.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4533/8416 [00:37<00:31, 121.82it/s]
    Epoch 2:  88%|████████▊ | 29783/33666 [16:14<02:07, 30.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4534/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  88%|████████▊ | 29784/33666 [16:14<02:07, 30.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4535/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  88%|████████▊ | 29785/33666 [16:14<02:06, 30.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4536/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  88%|████████▊ | 29786/33666 [16:14<02:06, 30.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4537/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  88%|████████▊ | 29787/33666 [16:14<02:06, 30.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4538/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  88%|████████▊ | 29788/33666 [16:14<02:06, 30.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4539/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  88%|████████▊ | 29789/33666 [16:14<02:06, 30.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4540/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  88%|████████▊ | 29790/33666 [16:14<02:06, 30.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4541/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  88%|████████▊ | 29791/33666 [16:14<02:06, 30.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4542/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  88%|████████▊ | 29792/33666 [16:14<02:06, 30.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4543/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  88%|████████▊ | 29793/33666 [16:14<02:06, 30.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4544/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  88%|████████▊ | 29794/33666 [16:14<02:06, 30.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4545/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29795/33666 [16:14<02:06, 30.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4546/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29796/33666 [16:14<02:06, 30.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4547/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29797/33666 [16:14<02:06, 30.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4548/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29798/33666 [16:14<02:06, 30.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4549/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29799/33666 [16:14<02:06, 30.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4550/8416 [00:37<00:31, 121.80it/s]
    Epoch 2:  89%|████████▊ | 29800/33666 [16:14<02:06, 30.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4551/8416 [00:37<00:31, 121.80it/s]
    Epoch 2:  89%|████████▊ | 29801/33666 [16:14<02:06, 30.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4552/8416 [00:37<00:31, 121.80it/s]
    Epoch 2:  89%|████████▊ | 29802/33666 [16:14<02:06, 30.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4553/8416 [00:37<00:31, 121.80it/s]
    Epoch 2:  89%|████████▊ | 29803/33666 [16:14<02:06, 30.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4554/8416 [00:37<00:31, 121.80it/s]
    Epoch 2:  89%|████████▊ | 29804/33666 [16:14<02:06, 30.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4555/8416 [00:37<00:31, 121.80it/s]
    Epoch 2:  89%|████████▊ | 29805/33666 [16:14<02:06, 30.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4556/8416 [00:37<00:31, 121.80it/s]
    Epoch 2:  89%|████████▊ | 29806/33666 [16:14<02:06, 30.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4557/8416 [00:37<00:31, 121.80it/s]
    Epoch 2:  89%|████████▊ | 29807/33666 [16:14<02:06, 30.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4558/8416 [00:37<00:31, 121.80it/s]
    Epoch 2:  89%|████████▊ | 29808/33666 [16:14<02:06, 30.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4559/8416 [00:37<00:31, 121.80it/s]
    Epoch 2:  89%|████████▊ | 29809/33666 [16:14<02:06, 30.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4560/8416 [00:37<00:31, 121.80it/s]
    Epoch 2:  89%|████████▊ | 29810/33666 [16:14<02:06, 30.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4561/8416 [00:37<00:31, 121.80it/s]
    Epoch 2:  89%|████████▊ | 29811/33666 [16:14<02:06, 30.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4562/8416 [00:37<00:31, 121.80it/s]
    Epoch 2:  89%|████████▊ | 29812/33666 [16:14<02:06, 30.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4563/8416 [00:37<00:31, 121.80it/s]
    Epoch 2:  89%|████████▊ | 29813/33666 [16:14<02:05, 30.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4564/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29814/33666 [16:14<02:05, 30.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4565/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29815/33666 [16:14<02:05, 30.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4566/8416 [00:37<00:31, 121.80it/s]
    Epoch 2:  89%|████████▊ | 29816/33666 [16:14<02:05, 30.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4567/8416 [00:37<00:31, 121.80it/s]
    Epoch 2:  89%|████████▊ | 29817/33666 [16:14<02:05, 30.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4568/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29818/33666 [16:14<02:05, 30.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4569/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29819/33666 [16:14<02:05, 30.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4570/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29820/33666 [16:14<02:05, 30.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4571/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29821/33666 [16:14<02:05, 30.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4572/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29822/33666 [16:14<02:05, 30.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4573/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29823/33666 [16:14<02:05, 30.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4574/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29824/33666 [16:14<02:05, 30.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4575/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29825/33666 [16:14<02:05, 30.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4576/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29826/33666 [16:15<02:05, 30.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4577/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29827/33666 [16:15<02:05, 30.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4578/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29828/33666 [16:15<02:05, 30.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4579/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29829/33666 [16:15<02:05, 30.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4580/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29830/33666 [16:15<02:05, 30.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4581/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29831/33666 [16:15<02:05, 30.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4582/8416 [00:37<00:31, 121.80it/s]
    Epoch 2:  89%|████████▊ | 29832/33666 [16:15<02:05, 30.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4583/8416 [00:37<00:31, 121.80it/s]
    Epoch 2:  89%|████████▊ | 29833/33666 [16:15<02:05, 30.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4584/8416 [00:37<00:31, 121.80it/s]
    Epoch 2:  89%|████████▊ | 29834/33666 [16:15<02:05, 30.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4585/8416 [00:37<00:31, 121.80it/s]
    Epoch 2:  89%|████████▊ | 29835/33666 [16:15<02:05, 30.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4586/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29836/33666 [16:15<02:05, 30.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4587/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29837/33666 [16:15<02:05, 30.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4588/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29838/33666 [16:15<02:05, 30.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4589/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29839/33666 [16:15<02:05, 30.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4590/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29840/33666 [16:15<02:05, 30.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4591/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29841/33666 [16:15<02:04, 30.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4592/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29842/33666 [16:15<02:04, 30.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4593/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29843/33666 [16:15<02:04, 30.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4594/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29844/33666 [16:15<02:04, 30.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4595/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29845/33666 [16:15<02:04, 30.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4596/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29846/33666 [16:15<02:04, 30.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4597/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29847/33666 [16:15<02:04, 30.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4598/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29848/33666 [16:15<02:04, 30.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4599/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29849/33666 [16:15<02:04, 30.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4600/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29850/33666 [16:15<02:04, 30.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4601/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29851/33666 [16:15<02:04, 30.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4602/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29852/33666 [16:15<02:04, 30.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4603/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29853/33666 [16:15<02:04, 30.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4604/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29854/33666 [16:15<02:04, 30.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4605/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29855/33666 [16:15<02:04, 30.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4606/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29856/33666 [16:15<02:04, 30.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4607/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29857/33666 [16:15<02:04, 30.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4608/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29858/33666 [16:15<02:04, 30.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4609/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29859/33666 [16:15<02:04, 30.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4610/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29860/33666 [16:15<02:04, 30.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4611/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29861/33666 [16:15<02:04, 30.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4612/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29862/33666 [16:15<02:04, 30.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4613/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29863/33666 [16:15<02:04, 30.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4614/8416 [00:37<00:31, 121.80it/s]
    Epoch 2:  89%|████████▊ | 29864/33666 [16:15<02:04, 30.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4615/8416 [00:37<00:31, 121.80it/s]
    Epoch 2:  89%|████████▊ | 29865/33666 [16:15<02:04, 30.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4616/8416 [00:37<00:31, 121.80it/s]
    Epoch 2:  89%|████████▊ | 29866/33666 [16:15<02:04, 30.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4617/8416 [00:37<00:31, 121.80it/s]
    Epoch 2:  89%|████████▊ | 29867/33666 [16:15<02:04, 30.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4618/8416 [00:37<00:31, 121.80it/s]
    Epoch 2:  89%|████████▊ | 29868/33666 [16:15<02:04, 30.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4619/8416 [00:37<00:31, 121.80it/s]
    Epoch 2:  89%|████████▊ | 29869/33666 [16:15<02:03, 30.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4620/8416 [00:37<00:31, 121.80it/s]
    Epoch 2:  89%|████████▊ | 29870/33666 [16:15<02:03, 30.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4621/8416 [00:37<00:31, 121.80it/s]
    Epoch 2:  89%|████████▊ | 29871/33666 [16:15<02:03, 30.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4622/8416 [00:37<00:31, 121.80it/s]
    Epoch 2:  89%|████████▊ | 29872/33666 [16:15<02:03, 30.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4623/8416 [00:37<00:31, 121.80it/s]
    Epoch 2:  89%|████████▊ | 29873/33666 [16:15<02:03, 30.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4624/8416 [00:37<00:31, 121.80it/s]
    Epoch 2:  89%|████████▊ | 29874/33666 [16:15<02:03, 30.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4625/8416 [00:37<00:31, 121.80it/s]
    Epoch 2:  89%|████████▊ | 29875/33666 [16:15<02:03, 30.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4626/8416 [00:37<00:31, 121.80it/s]
    Epoch 2:  89%|████████▊ | 29876/33666 [16:15<02:03, 30.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4627/8416 [00:37<00:31, 121.80it/s]
    Epoch 2:  89%|████████▊ | 29877/33666 [16:15<02:03, 30.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4628/8416 [00:37<00:31, 121.81it/s]
    Epoch 2:  89%|████████▊ | 29878/33666 [16:15<02:03, 30.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4629/8416 [00:38<00:31, 121.81it/s]
    Epoch 2:  89%|████████▉ | 29879/33666 [16:15<02:03, 30.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4630/8416 [00:38<00:31, 121.80it/s]
    Epoch 2:  89%|████████▉ | 29880/33666 [16:15<02:03, 30.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4631/8416 [00:38<00:31, 121.80it/s]
    Epoch 2:  89%|████████▉ | 29881/33666 [16:15<02:03, 30.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4632/8416 [00:38<00:31, 121.80it/s]
    Epoch 2:  89%|████████▉ | 29882/33666 [16:15<02:03, 30.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4633/8416 [00:38<00:31, 121.81it/s]
    Epoch 2:  89%|████████▉ | 29883/33666 [16:15<02:03, 30.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4634/8416 [00:38<00:31, 121.81it/s]
    Epoch 2:  89%|████████▉ | 29884/33666 [16:15<02:03, 30.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4635/8416 [00:38<00:31, 121.81it/s]
    Epoch 2:  89%|████████▉ | 29885/33666 [16:15<02:03, 30.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4636/8416 [00:38<00:31, 121.81it/s]
    Epoch 2:  89%|████████▉ | 29886/33666 [16:15<02:03, 30.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4637/8416 [00:38<00:31, 121.81it/s]
    Epoch 2:  89%|████████▉ | 29887/33666 [16:15<02:03, 30.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4638/8416 [00:38<00:31, 121.81it/s]
    Epoch 2:  89%|████████▉ | 29888/33666 [16:15<02:03, 30.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4639/8416 [00:38<00:31, 121.81it/s]
    Epoch 2:  89%|████████▉ | 29889/33666 [16:15<02:03, 30.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4640/8416 [00:38<00:31, 121.81it/s]
    Epoch 2:  89%|████████▉ | 29890/33666 [16:15<02:03, 30.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4641/8416 [00:38<00:30, 121.81it/s]
    Epoch 2:  89%|████████▉ | 29891/33666 [16:15<02:03, 30.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4642/8416 [00:38<00:30, 121.81it/s]
    Epoch 2:  89%|████████▉ | 29892/33666 [16:15<02:03, 30.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4643/8416 [00:38<00:30, 121.81it/s]
    Epoch 2:  89%|████████▉ | 29893/33666 [16:15<02:03, 30.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4644/8416 [00:38<00:30, 121.81it/s]
    Epoch 2:  89%|████████▉ | 29894/33666 [16:15<02:03, 30.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4645/8416 [00:38<00:30, 121.81it/s]
    Epoch 2:  89%|████████▉ | 29895/33666 [16:15<02:03, 30.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4646/8416 [00:38<00:30, 121.80it/s]
    Epoch 2:  89%|████████▉ | 29896/33666 [16:15<02:03, 30.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4647/8416 [00:38<00:30, 121.80it/s]
    Epoch 2:  89%|████████▉ | 29897/33666 [16:15<02:02, 30.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4648/8416 [00:38<00:30, 121.80it/s]
    Epoch 2:  89%|████████▉ | 29898/33666 [16:15<02:02, 30.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4649/8416 [00:38<00:30, 121.80it/s]
    Epoch 2:  89%|████████▉ | 29899/33666 [16:15<02:02, 30.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4650/8416 [00:38<00:30, 121.80it/s]
    Epoch 2:  89%|████████▉ | 29900/33666 [16:15<02:02, 30.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4651/8416 [00:38<00:30, 121.80it/s]
    Epoch 2:  89%|████████▉ | 29901/33666 [16:15<02:02, 30.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4652/8416 [00:38<00:30, 121.80it/s]
    Epoch 2:  89%|████████▉ | 29902/33666 [16:15<02:02, 30.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4653/8416 [00:38<00:30, 121.80it/s]
    Epoch 2:  89%|████████▉ | 29903/33666 [16:15<02:02, 30.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4654/8416 [00:38<00:30, 121.80it/s]
    Epoch 2:  89%|████████▉ | 29904/33666 [16:15<02:02, 30.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4655/8416 [00:38<00:30, 121.80it/s]
    Epoch 2:  89%|████████▉ | 29905/33666 [16:15<02:02, 30.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4656/8416 [00:38<00:30, 121.79it/s]
    Epoch 2:  89%|████████▉ | 29906/33666 [16:15<02:02, 30.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4657/8416 [00:38<00:30, 121.79it/s]
    Epoch 2:  89%|████████▉ | 29907/33666 [16:15<02:02, 30.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4658/8416 [00:38<00:30, 121.79it/s]
    Epoch 2:  89%|████████▉ | 29908/33666 [16:15<02:02, 30.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4659/8416 [00:38<00:30, 121.79it/s]
    Epoch 2:  89%|████████▉ | 29909/33666 [16:15<02:02, 30.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4660/8416 [00:38<00:30, 121.79it/s]
    Epoch 2:  89%|████████▉ | 29910/33666 [16:15<02:02, 30.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4661/8416 [00:38<00:30, 121.79it/s]
    Epoch 2:  89%|████████▉ | 29911/33666 [16:15<02:02, 30.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4662/8416 [00:38<00:30, 121.79it/s]
    Epoch 2:  89%|████████▉ | 29912/33666 [16:15<02:02, 30.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4663/8416 [00:38<00:30, 121.79it/s]
    Epoch 2:  89%|████████▉ | 29913/33666 [16:15<02:02, 30.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4664/8416 [00:38<00:30, 121.79it/s]
    Epoch 2:  89%|████████▉ | 29914/33666 [16:15<02:02, 30.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4665/8416 [00:38<00:30, 121.79it/s]
    Epoch 2:  89%|████████▉ | 29915/33666 [16:15<02:02, 30.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4666/8416 [00:38<00:30, 121.79it/s]
    Epoch 2:  89%|████████▉ | 29916/33666 [16:15<02:02, 30.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4667/8416 [00:38<00:30, 121.79it/s]
    Epoch 2:  89%|████████▉ | 29917/33666 [16:15<02:02, 30.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4668/8416 [00:38<00:30, 121.79it/s]
    Epoch 2:  89%|████████▉ | 29918/33666 [16:15<02:02, 30.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4669/8416 [00:38<00:30, 121.79it/s]
    Epoch 2:  89%|████████▉ | 29919/33666 [16:15<02:02, 30.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4670/8416 [00:38<00:30, 121.79it/s]
    Epoch 2:  89%|████████▉ | 29920/33666 [16:15<02:02, 30.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4671/8416 [00:38<00:30, 121.79it/s]
    Epoch 2:  89%|████████▉ | 29921/33666 [16:15<02:02, 30.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4672/8416 [00:38<00:30, 121.79it/s]
    Epoch 2:  89%|████████▉ | 29922/33666 [16:15<02:02, 30.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4673/8416 [00:38<00:30, 121.79it/s]
    Epoch 2:  89%|████████▉ | 29923/33666 [16:15<02:02, 30.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4674/8416 [00:38<00:30, 121.79it/s]
    Epoch 2:  89%|████████▉ | 29924/33666 [16:15<02:02, 30.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4675/8416 [00:38<00:30, 121.79it/s]
    Epoch 2:  89%|████████▉ | 29925/33666 [16:15<02:01, 30.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4676/8416 [00:38<00:30, 121.79it/s]
    Epoch 2:  89%|████████▉ | 29926/33666 [16:15<02:01, 30.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4677/8416 [00:38<00:30, 121.79it/s]
    Epoch 2:  89%|████████▉ | 29927/33666 [16:15<02:01, 30.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4678/8416 [00:38<00:30, 121.79it/s]
    Epoch 2:  89%|████████▉ | 29928/33666 [16:15<02:01, 30.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4679/8416 [00:38<00:30, 121.79it/s]
    Epoch 2:  89%|████████▉ | 29929/33666 [16:15<02:01, 30.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4680/8416 [00:38<00:30, 121.79it/s]
    Epoch 2:  89%|████████▉ | 29930/33666 [16:15<02:01, 30.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4681/8416 [00:38<00:30, 121.79it/s]
    Epoch 2:  89%|████████▉ | 29931/33666 [16:15<02:01, 30.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4682/8416 [00:38<00:30, 121.79it/s]
    Epoch 2:  89%|████████▉ | 29932/33666 [16:15<02:01, 30.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4683/8416 [00:38<00:30, 121.77it/s]
    Epoch 2:  89%|████████▉ | 29933/33666 [16:15<02:01, 30.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4684/8416 [00:38<00:30, 121.77it/s]
    Epoch 2:  89%|████████▉ | 29934/33666 [16:15<02:01, 30.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4685/8416 [00:38<00:30, 121.77it/s]
    Epoch 2:  89%|████████▉ | 29935/33666 [16:15<02:01, 30.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4686/8416 [00:38<00:30, 121.77it/s]
    Epoch 2:  89%|████████▉ | 29936/33666 [16:15<02:01, 30.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4687/8416 [00:38<00:30, 121.77it/s]
    Epoch 2:  89%|████████▉ | 29937/33666 [16:15<02:01, 30.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4688/8416 [00:38<00:30, 121.77it/s]
    Epoch 2:  89%|████████▉ | 29938/33666 [16:15<02:01, 30.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4689/8416 [00:38<00:30, 121.77it/s]
    Epoch 2:  89%|████████▉ | 29939/33666 [16:15<02:01, 30.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4690/8416 [00:38<00:30, 121.76it/s]
    Epoch 2:  89%|████████▉ | 29940/33666 [16:15<02:01, 30.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4691/8416 [00:38<00:30, 121.76it/s]
    Epoch 2:  89%|████████▉ | 29941/33666 [16:15<02:01, 30.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4692/8416 [00:38<00:30, 121.76it/s]
    Epoch 2:  89%|████████▉ | 29942/33666 [16:15<02:01, 30.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4693/8416 [00:38<00:30, 121.75it/s]
    Epoch 2:  89%|████████▉ | 29943/33666 [16:15<02:01, 30.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4694/8416 [00:38<00:30, 121.75it/s]
    Epoch 2:  89%|████████▉ | 29944/33666 [16:15<02:01, 30.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4695/8416 [00:38<00:30, 121.75it/s]
    Epoch 2:  89%|████████▉ | 29945/33666 [16:16<02:01, 30.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4696/8416 [00:38<00:30, 121.75it/s]
    Epoch 2:  89%|████████▉ | 29946/33666 [16:16<02:01, 30.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4697/8416 [00:38<00:30, 121.75it/s]
    Epoch 2:  89%|████████▉ | 29947/33666 [16:16<02:01, 30.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4698/8416 [00:38<00:30, 121.75it/s]
    Epoch 2:  89%|████████▉ | 29948/33666 [16:16<02:01, 30.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4699/8416 [00:38<00:30, 121.75it/s]
    Epoch 2:  89%|████████▉ | 29949/33666 [16:16<02:01, 30.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4700/8416 [00:38<00:30, 121.75it/s]
    Epoch 2:  89%|████████▉ | 29950/33666 [16:16<02:01, 30.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4701/8416 [00:38<00:30, 121.75it/s]
    Epoch 2:  89%|████████▉ | 29951/33666 [16:16<02:01, 30.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4702/8416 [00:38<00:30, 121.75it/s]
    Epoch 2:  89%|████████▉ | 29952/33666 [16:16<02:01, 30.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4703/8416 [00:38<00:30, 121.75it/s]
    Epoch 2:  89%|████████▉ | 29953/33666 [16:16<02:00, 30.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4704/8416 [00:38<00:30, 121.75it/s]
    Epoch 2:  89%|████████▉ | 29954/33666 [16:16<02:00, 30.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4705/8416 [00:38<00:30, 121.75it/s]
    Epoch 2:  89%|████████▉ | 29955/33666 [16:16<02:00, 30.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4706/8416 [00:38<00:30, 121.75it/s]
    Epoch 2:  89%|████████▉ | 29956/33666 [16:16<02:00, 30.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4707/8416 [00:38<00:30, 121.75it/s]
    Epoch 2:  89%|████████▉ | 29957/33666 [16:16<02:00, 30.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4708/8416 [00:38<00:30, 121.75it/s]
    Epoch 2:  89%|████████▉ | 29958/33666 [16:16<02:00, 30.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4709/8416 [00:38<00:30, 121.75it/s]
    Epoch 2:  89%|████████▉ | 29959/33666 [16:16<02:00, 30.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4710/8416 [00:38<00:30, 121.74it/s]
    Epoch 2:  89%|████████▉ | 29960/33666 [16:16<02:00, 30.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4711/8416 [00:38<00:30, 121.74it/s]
    Epoch 2:  89%|████████▉ | 29961/33666 [16:16<02:00, 30.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4712/8416 [00:38<00:30, 121.74it/s]
    Epoch 2:  89%|████████▉ | 29962/33666 [16:16<02:00, 30.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4713/8416 [00:38<00:30, 121.74it/s]
    Epoch 2:  89%|████████▉ | 29963/33666 [16:16<02:00, 30.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4714/8416 [00:38<00:30, 121.74it/s]
    Epoch 2:  89%|████████▉ | 29964/33666 [16:16<02:00, 30.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4715/8416 [00:38<00:30, 121.74it/s]
    Epoch 2:  89%|████████▉ | 29965/33666 [16:16<02:00, 30.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4716/8416 [00:38<00:30, 121.74it/s]
    Epoch 2:  89%|████████▉ | 29966/33666 [16:16<02:00, 30.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4717/8416 [00:38<00:30, 121.74it/s]
    Epoch 2:  89%|████████▉ | 29967/33666 [16:16<02:00, 30.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4718/8416 [00:38<00:30, 121.74it/s]
    Epoch 2:  89%|████████▉ | 29968/33666 [16:16<02:00, 30.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4719/8416 [00:38<00:30, 121.74it/s]
    Epoch 2:  89%|████████▉ | 29969/33666 [16:16<02:00, 30.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4720/8416 [00:38<00:30, 121.74it/s]
    Epoch 2:  89%|████████▉ | 29970/33666 [16:16<02:00, 30.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4721/8416 [00:38<00:30, 121.74it/s]
    Epoch 2:  89%|████████▉ | 29971/33666 [16:16<02:00, 30.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4722/8416 [00:38<00:30, 121.74it/s]
    Epoch 2:  89%|████████▉ | 29972/33666 [16:16<02:00, 30.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4723/8416 [00:38<00:30, 121.74it/s]
    Epoch 2:  89%|████████▉ | 29973/33666 [16:16<02:00, 30.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4724/8416 [00:38<00:30, 121.74it/s]
    Epoch 2:  89%|████████▉ | 29974/33666 [16:16<02:00, 30.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4725/8416 [00:38<00:30, 121.74it/s]
    Epoch 2:  89%|████████▉ | 29975/33666 [16:16<02:00, 30.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4726/8416 [00:38<00:30, 121.73it/s]
    Epoch 2:  89%|████████▉ | 29976/33666 [16:16<02:00, 30.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4727/8416 [00:38<00:30, 121.73it/s]
    Epoch 2:  89%|████████▉ | 29977/33666 [16:16<02:00, 30.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4728/8416 [00:38<00:30, 121.73it/s]
    Epoch 2:  89%|████████▉ | 29978/33666 [16:16<02:00, 30.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4729/8416 [00:38<00:30, 121.73it/s]
    Epoch 2:  89%|████████▉ | 29979/33666 [16:16<02:00, 30.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4730/8416 [00:38<00:30, 121.73it/s]
    Epoch 2:  89%|████████▉ | 29980/33666 [16:16<02:00, 30.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4731/8416 [00:38<00:30, 121.73it/s]
    Epoch 2:  89%|████████▉ | 29981/33666 [16:16<01:59, 30.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4732/8416 [00:38<00:30, 121.73it/s]
    Epoch 2:  89%|████████▉ | 29982/33666 [16:16<01:59, 30.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4733/8416 [00:38<00:30, 121.73it/s]
    Epoch 2:  89%|████████▉ | 29983/33666 [16:16<01:59, 30.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4734/8416 [00:38<00:30, 121.73it/s]
    Epoch 2:  89%|████████▉ | 29984/33666 [16:16<01:59, 30.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4735/8416 [00:38<00:30, 121.72it/s]
    Epoch 2:  89%|████████▉ | 29985/33666 [16:16<01:59, 30.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4736/8416 [00:38<00:30, 121.72it/s]
    Epoch 2:  89%|████████▉ | 29986/33666 [16:16<01:59, 30.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4737/8416 [00:38<00:30, 121.72it/s]
    Epoch 2:  89%|████████▉ | 29987/33666 [16:16<01:59, 30.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4738/8416 [00:38<00:30, 121.72it/s]
    Epoch 2:  89%|████████▉ | 29988/33666 [16:16<01:59, 30.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4739/8416 [00:38<00:30, 121.72it/s]
    Epoch 2:  89%|████████▉ | 29989/33666 [16:16<01:59, 30.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4740/8416 [00:38<00:30, 121.72it/s]
    Epoch 2:  89%|████████▉ | 29990/33666 [16:16<01:59, 30.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4741/8416 [00:38<00:30, 121.72it/s]
    Epoch 2:  89%|████████▉ | 29991/33666 [16:16<01:59, 30.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4742/8416 [00:38<00:30, 121.72it/s]
    Epoch 2:  89%|████████▉ | 29992/33666 [16:16<01:59, 30.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4743/8416 [00:38<00:30, 121.72it/s]
    Epoch 2:  89%|████████▉ | 29993/33666 [16:16<01:59, 30.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4744/8416 [00:38<00:30, 121.72it/s]
    Epoch 2:  89%|████████▉ | 29994/33666 [16:16<01:59, 30.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4745/8416 [00:38<00:30, 121.72it/s]
    Epoch 2:  89%|████████▉ | 29995/33666 [16:16<01:59, 30.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4746/8416 [00:38<00:30, 121.72it/s]
    Epoch 2:  89%|████████▉ | 29996/33666 [16:16<01:59, 30.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4747/8416 [00:39<00:30, 121.72it/s]
    Epoch 2:  89%|████████▉ | 29997/33666 [16:16<01:59, 30.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4748/8416 [00:39<00:30, 121.71it/s]
    Epoch 2:  89%|████████▉ | 29998/33666 [16:16<01:59, 30.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4749/8416 [00:39<00:30, 121.71it/s]
    Epoch 2:  89%|████████▉ | 29999/33666 [16:16<01:59, 30.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4750/8416 [00:39<00:30, 121.71it/s]
    Epoch 2:  89%|████████▉ | 30000/33666 [16:16<01:59, 30.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4751/8416 [00:39<00:30, 121.71it/s]
    Epoch 2:  89%|████████▉ | 30001/33666 [16:16<01:59, 30.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4752/8416 [00:39<00:30, 121.71it/s]
    Epoch 2:  89%|████████▉ | 30002/33666 [16:16<01:59, 30.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4753/8416 [00:39<00:30, 121.71it/s]
    Epoch 2:  89%|████████▉ | 30003/33666 [16:16<01:59, 30.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4754/8416 [00:39<00:30, 121.71it/s]
    Epoch 2:  89%|████████▉ | 30004/33666 [16:16<01:59, 30.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4755/8416 [00:39<00:30, 121.71it/s]
    Epoch 2:  89%|████████▉ | 30005/33666 [16:16<01:59, 30.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4756/8416 [00:39<00:30, 121.71it/s]
    Epoch 2:  89%|████████▉ | 30006/33666 [16:16<01:59, 30.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4757/8416 [00:39<00:30, 121.71it/s]
    Epoch 2:  89%|████████▉ | 30007/33666 [16:16<01:59, 30.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4758/8416 [00:39<00:30, 121.70it/s]
    Epoch 2:  89%|████████▉ | 30008/33666 [16:16<01:59, 30.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4759/8416 [00:39<00:30, 121.70it/s]
    Epoch 2:  89%|████████▉ | 30009/33666 [16:16<01:59, 30.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4760/8416 [00:39<00:30, 121.70it/s]
    Epoch 2:  89%|████████▉ | 30010/33666 [16:16<01:58, 30.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4761/8416 [00:39<00:30, 121.70it/s]
    Epoch 2:  89%|████████▉ | 30011/33666 [16:16<01:58, 30.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4762/8416 [00:39<00:30, 121.70it/s]
    Epoch 2:  89%|████████▉ | 30012/33666 [16:16<01:58, 30.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4763/8416 [00:39<00:30, 121.70it/s]
    Epoch 2:  89%|████████▉ | 30013/33666 [16:16<01:58, 30.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4764/8416 [00:39<00:30, 121.70it/s]
    Epoch 2:  89%|████████▉ | 30014/33666 [16:16<01:58, 30.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4765/8416 [00:39<00:29, 121.70it/s]
    Epoch 2:  89%|████████▉ | 30015/33666 [16:16<01:58, 30.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4766/8416 [00:39<00:29, 121.70it/s]
    Epoch 2:  89%|████████▉ | 30016/33666 [16:16<01:58, 30.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4767/8416 [00:39<00:29, 121.70it/s]
    Epoch 2:  89%|████████▉ | 30017/33666 [16:16<01:58, 30.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4768/8416 [00:39<00:29, 121.70it/s]
    Epoch 2:  89%|████████▉ | 30018/33666 [16:16<01:58, 30.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4769/8416 [00:39<00:29, 121.70it/s]
    Epoch 2:  89%|████████▉ | 30019/33666 [16:16<01:58, 30.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4770/8416 [00:39<00:29, 121.70it/s]
    Epoch 2:  89%|████████▉ | 30020/33666 [16:16<01:58, 30.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4771/8416 [00:39<00:29, 121.70it/s]
    Epoch 2:  89%|████████▉ | 30021/33666 [16:16<01:58, 30.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4772/8416 [00:39<00:29, 121.69it/s]
    Epoch 2:  89%|████████▉ | 30022/33666 [16:16<01:58, 30.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4773/8416 [00:39<00:29, 121.69it/s]
    Epoch 2:  89%|████████▉ | 30023/33666 [16:16<01:58, 30.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4774/8416 [00:39<00:29, 121.69it/s]
    Epoch 2:  89%|████████▉ | 30024/33666 [16:16<01:58, 30.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4775/8416 [00:39<00:29, 121.69it/s]
    Epoch 2:  89%|████████▉ | 30025/33666 [16:16<01:58, 30.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4776/8416 [00:39<00:29, 121.69it/s]
    Epoch 2:  89%|████████▉ | 30026/33666 [16:16<01:58, 30.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4777/8416 [00:39<00:29, 121.69it/s]
    Epoch 2:  89%|████████▉ | 30027/33666 [16:16<01:58, 30.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4778/8416 [00:39<00:29, 121.69it/s]
    Epoch 2:  89%|████████▉ | 30028/33666 [16:16<01:58, 30.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4779/8416 [00:39<00:29, 121.69it/s]
    Epoch 2:  89%|████████▉ | 30029/33666 [16:16<01:58, 30.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4780/8416 [00:39<00:29, 121.69it/s]
    Epoch 2:  89%|████████▉ | 30030/33666 [16:16<01:58, 30.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4781/8416 [00:39<00:29, 121.69it/s]
    Epoch 2:  89%|████████▉ | 30031/33666 [16:16<01:58, 30.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4782/8416 [00:39<00:29, 121.68it/s]
    Epoch 2:  89%|████████▉ | 30032/33666 [16:16<01:58, 30.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4783/8416 [00:39<00:29, 121.68it/s]
    Epoch 2:  89%|████████▉ | 30033/33666 [16:16<01:58, 30.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4784/8416 [00:39<00:29, 121.68it/s]
    Epoch 2:  89%|████████▉ | 30034/33666 [16:16<01:58, 30.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4785/8416 [00:39<00:29, 121.68it/s]
    Epoch 2:  89%|████████▉ | 30035/33666 [16:16<01:58, 30.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4786/8416 [00:39<00:29, 121.68it/s]
    Epoch 2:  89%|████████▉ | 30036/33666 [16:16<01:58, 30.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4787/8416 [00:39<00:29, 121.68it/s]
    Epoch 2:  89%|████████▉ | 30037/33666 [16:16<01:58, 30.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4788/8416 [00:39<00:29, 121.68it/s]
    Epoch 2:  89%|████████▉ | 30038/33666 [16:16<01:57, 30.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4789/8416 [00:39<00:29, 121.68it/s]
    Epoch 2:  89%|████████▉ | 30039/33666 [16:16<01:57, 30.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4790/8416 [00:39<00:29, 121.68it/s]
    Epoch 2:  89%|████████▉ | 30040/33666 [16:16<01:57, 30.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4791/8416 [00:39<00:29, 121.67it/s]
    Epoch 2:  89%|████████▉ | 30041/33666 [16:16<01:57, 30.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4792/8416 [00:39<00:29, 121.67it/s]
    Epoch 2:  89%|████████▉ | 30042/33666 [16:16<01:57, 30.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4793/8416 [00:39<00:29, 121.67it/s]
    Epoch 2:  89%|████████▉ | 30043/33666 [16:16<01:57, 30.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4794/8416 [00:39<00:29, 121.67it/s]
    Epoch 2:  89%|████████▉ | 30044/33666 [16:16<01:57, 30.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4795/8416 [00:39<00:29, 121.67it/s]
    Epoch 2:  89%|████████▉ | 30045/33666 [16:16<01:57, 30.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4796/8416 [00:39<00:29, 121.67it/s]
    Epoch 2:  89%|████████▉ | 30046/33666 [16:16<01:57, 30.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4797/8416 [00:39<00:29, 121.67it/s]
    Epoch 2:  89%|████████▉ | 30047/33666 [16:16<01:57, 30.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4798/8416 [00:39<00:29, 121.67it/s]
    Epoch 2:  89%|████████▉ | 30048/33666 [16:16<01:57, 30.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4799/8416 [00:39<00:29, 121.67it/s]
    Epoch 2:  89%|████████▉ | 30049/33666 [16:16<01:57, 30.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4800/8416 [00:39<00:29, 121.67it/s]
    Epoch 2:  89%|████████▉ | 30050/33666 [16:16<01:57, 30.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4801/8416 [00:39<00:29, 121.67it/s]
    Epoch 2:  89%|████████▉ | 30051/33666 [16:16<01:57, 30.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4802/8416 [00:39<00:29, 121.66it/s]
    Epoch 2:  89%|████████▉ | 30052/33666 [16:16<01:57, 30.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4803/8416 [00:39<00:29, 121.66it/s]
    Epoch 2:  89%|████████▉ | 30053/33666 [16:16<01:57, 30.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4804/8416 [00:39<00:29, 121.66it/s]
    Epoch 2:  89%|████████▉ | 30054/33666 [16:16<01:57, 30.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4805/8416 [00:39<00:29, 121.66it/s]
    Epoch 2:  89%|████████▉ | 30055/33666 [16:16<01:57, 30.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4806/8416 [00:39<00:29, 121.66it/s]
    Epoch 2:  89%|████████▉ | 30056/33666 [16:16<01:57, 30.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4807/8416 [00:39<00:29, 121.66it/s]
    Epoch 2:  89%|████████▉ | 30057/33666 [16:16<01:57, 30.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4808/8416 [00:39<00:29, 121.66it/s]
    Epoch 2:  89%|████████▉ | 30058/33666 [16:16<01:57, 30.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4809/8416 [00:39<00:29, 121.66it/s]
    Epoch 2:  89%|████████▉ | 30059/33666 [16:16<01:57, 30.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4810/8416 [00:39<00:29, 121.66it/s]
    Epoch 2:  89%|████████▉ | 30060/33666 [16:16<01:57, 30.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4811/8416 [00:39<00:29, 121.66it/s]
    Epoch 2:  89%|████████▉ | 30061/33666 [16:16<01:57, 30.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4812/8416 [00:39<00:29, 121.66it/s]
    Epoch 2:  89%|████████▉ | 30062/33666 [16:16<01:57, 30.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4813/8416 [00:39<00:29, 121.66it/s]
    Epoch 2:  89%|████████▉ | 30063/33666 [16:16<01:57, 30.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4814/8416 [00:39<00:29, 121.65it/s]
    Epoch 2:  89%|████████▉ | 30064/33666 [16:17<01:57, 30.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4815/8416 [00:39<00:29, 121.65it/s]
    Epoch 2:  89%|████████▉ | 30065/33666 [16:17<01:57, 30.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4816/8416 [00:39<00:29, 121.65it/s]
    Epoch 2:  89%|████████▉ | 30066/33666 [16:17<01:56, 30.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4817/8416 [00:39<00:29, 121.65it/s]
    Epoch 2:  89%|████████▉ | 30067/33666 [16:17<01:56, 30.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4818/8416 [00:39<00:29, 121.65it/s]
    Epoch 2:  89%|████████▉ | 30068/33666 [16:17<01:56, 30.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4819/8416 [00:39<00:29, 121.65it/s]
    Epoch 2:  89%|████████▉ | 30069/33666 [16:17<01:56, 30.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4820/8416 [00:39<00:29, 121.65it/s]
    Epoch 2:  89%|████████▉ | 30070/33666 [16:17<01:56, 30.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4821/8416 [00:39<00:29, 121.65it/s]
    Epoch 2:  89%|████████▉ | 30071/33666 [16:17<01:56, 30.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4822/8416 [00:39<00:29, 121.65it/s]
    Epoch 2:  89%|████████▉ | 30072/33666 [16:17<01:56, 30.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4823/8416 [00:39<00:29, 121.65it/s]
    Epoch 2:  89%|████████▉ | 30073/33666 [16:17<01:56, 30.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4824/8416 [00:39<00:29, 121.65it/s]
    Epoch 2:  89%|████████▉ | 30074/33666 [16:17<01:56, 30.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4825/8416 [00:39<00:29, 121.65it/s]
    Epoch 2:  89%|████████▉ | 30075/33666 [16:17<01:56, 30.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4826/8416 [00:39<00:29, 121.65it/s]
    Epoch 2:  89%|████████▉ | 30076/33666 [16:17<01:56, 30.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4827/8416 [00:39<00:29, 121.65it/s]
    Epoch 2:  89%|████████▉ | 30077/33666 [16:17<01:56, 30.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4828/8416 [00:39<00:29, 121.65it/s]
    Epoch 2:  89%|████████▉ | 30078/33666 [16:17<01:56, 30.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4829/8416 [00:39<00:29, 121.65it/s]
    Epoch 2:  89%|████████▉ | 30079/33666 [16:17<01:56, 30.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4830/8416 [00:39<00:29, 121.65it/s]
    Epoch 2:  89%|████████▉ | 30080/33666 [16:17<01:56, 30.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4831/8416 [00:39<00:29, 121.65it/s]
    Epoch 2:  89%|████████▉ | 30081/33666 [16:17<01:56, 30.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4832/8416 [00:39<00:29, 121.65it/s]
    Epoch 2:  89%|████████▉ | 30082/33666 [16:17<01:56, 30.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4833/8416 [00:39<00:29, 121.65it/s]
    Epoch 2:  89%|████████▉ | 30083/33666 [16:17<01:56, 30.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4834/8416 [00:39<00:29, 121.65it/s]
    Epoch 2:  89%|████████▉ | 30084/33666 [16:17<01:56, 30.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4835/8416 [00:39<00:29, 121.65it/s]
    Epoch 2:  89%|████████▉ | 30085/33666 [16:17<01:56, 30.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4836/8416 [00:39<00:29, 121.65it/s]
    Epoch 2:  89%|████████▉ | 30086/33666 [16:17<01:56, 30.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4837/8416 [00:39<00:29, 121.65it/s]
    Epoch 2:  89%|████████▉ | 30087/33666 [16:17<01:56, 30.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4838/8416 [00:39<00:29, 121.65it/s]
    Epoch 2:  89%|████████▉ | 30088/33666 [16:17<01:56, 30.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4839/8416 [00:39<00:29, 121.64it/s]
    Epoch 2:  89%|████████▉ | 30089/33666 [16:17<01:56, 30.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4840/8416 [00:39<00:29, 121.65it/s]
    Epoch 2:  89%|████████▉ | 30090/33666 [16:17<01:56, 30.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4841/8416 [00:39<00:29, 121.65it/s]
    Epoch 2:  89%|████████▉ | 30091/33666 [16:17<01:56, 30.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4842/8416 [00:39<00:29, 121.65it/s]
    Epoch 2:  89%|████████▉ | 30092/33666 [16:17<01:56, 30.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4843/8416 [00:39<00:29, 121.65it/s]
    Epoch 2:  89%|████████▉ | 30093/33666 [16:17<01:56, 30.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4844/8416 [00:39<00:29, 121.65it/s]
    Epoch 2:  89%|████████▉ | 30094/33666 [16:17<01:55, 30.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4845/8416 [00:39<00:29, 121.65it/s]
    Epoch 2:  89%|████████▉ | 30095/33666 [16:17<01:55, 30.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4846/8416 [00:39<00:29, 121.64it/s]
    Epoch 2:  89%|████████▉ | 30096/33666 [16:17<01:55, 30.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4847/8416 [00:39<00:29, 121.64it/s]
    Epoch 2:  89%|████████▉ | 30097/33666 [16:17<01:55, 30.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4848/8416 [00:39<00:29, 121.64it/s]
    Epoch 2:  89%|████████▉ | 30098/33666 [16:17<01:55, 30.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4849/8416 [00:39<00:29, 121.64it/s]
    Epoch 2:  89%|████████▉ | 30099/33666 [16:17<01:55, 30.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4850/8416 [00:39<00:29, 121.64it/s]
    Epoch 2:  89%|████████▉ | 30100/33666 [16:17<01:55, 30.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4851/8416 [00:39<00:29, 121.64it/s]
    Epoch 2:  89%|████████▉ | 30101/33666 [16:17<01:55, 30.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4852/8416 [00:39<00:29, 121.64it/s]
    Epoch 2:  89%|████████▉ | 30102/33666 [16:17<01:55, 30.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4853/8416 [00:39<00:29, 121.64it/s]
    Epoch 2:  89%|████████▉ | 30103/33666 [16:17<01:55, 30.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4854/8416 [00:39<00:29, 121.63it/s]
    Epoch 2:  89%|████████▉ | 30104/33666 [16:17<01:55, 30.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4855/8416 [00:39<00:29, 121.63it/s]
    Epoch 2:  89%|████████▉ | 30105/33666 [16:17<01:55, 30.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4856/8416 [00:39<00:29, 121.63it/s]
    Epoch 2:  89%|████████▉ | 30106/33666 [16:17<01:55, 30.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4857/8416 [00:39<00:29, 121.63it/s]
    Epoch 2:  89%|████████▉ | 30107/33666 [16:17<01:55, 30.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4858/8416 [00:39<00:29, 121.63it/s]
    Epoch 2:  89%|████████▉ | 30108/33666 [16:17<01:55, 30.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4859/8416 [00:39<00:29, 121.63it/s]
    Epoch 2:  89%|████████▉ | 30109/33666 [16:17<01:55, 30.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4860/8416 [00:39<00:29, 121.63it/s]
    Epoch 2:  89%|████████▉ | 30110/33666 [16:17<01:55, 30.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4861/8416 [00:39<00:29, 121.63it/s]
    Epoch 2:  89%|████████▉ | 30111/33666 [16:17<01:55, 30.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4862/8416 [00:39<00:29, 121.63it/s]
    Epoch 2:  89%|████████▉ | 30112/33666 [16:17<01:55, 30.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4863/8416 [00:39<00:29, 121.63it/s]
    Epoch 2:  89%|████████▉ | 30113/33666 [16:17<01:55, 30.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4864/8416 [00:39<00:29, 121.63it/s]
    Epoch 2:  89%|████████▉ | 30114/33666 [16:17<01:55, 30.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4865/8416 [00:39<00:29, 121.63it/s]
    Epoch 2:  89%|████████▉ | 30115/33666 [16:17<01:55, 30.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4866/8416 [00:40<00:29, 121.63it/s]
    Epoch 2:  89%|████████▉ | 30116/33666 [16:17<01:55, 30.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4867/8416 [00:40<00:29, 121.63it/s]
    Epoch 2:  89%|████████▉ | 30117/33666 [16:17<01:55, 30.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4868/8416 [00:40<00:29, 121.63it/s]
    Epoch 2:  89%|████████▉ | 30118/33666 [16:17<01:55, 30.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4869/8416 [00:40<00:29, 121.63it/s]
    Epoch 2:  89%|████████▉ | 30119/33666 [16:17<01:55, 30.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4870/8416 [00:40<00:29, 121.63it/s]
    Epoch 2:  89%|████████▉ | 30120/33666 [16:17<01:55, 30.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4871/8416 [00:40<00:29, 121.63it/s]
    Epoch 2:  89%|████████▉ | 30121/33666 [16:17<01:55, 30.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4872/8416 [00:40<00:29, 121.63it/s]
    Epoch 2:  89%|████████▉ | 30122/33666 [16:17<01:55, 30.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4873/8416 [00:40<00:29, 121.63it/s]
    Epoch 2:  89%|████████▉ | 30123/33666 [16:17<01:54, 30.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4874/8416 [00:40<00:29, 121.63it/s]
    Epoch 2:  89%|████████▉ | 30124/33666 [16:17<01:54, 30.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4875/8416 [00:40<00:29, 121.63it/s]
    Epoch 2:  89%|████████▉ | 30125/33666 [16:17<01:54, 30.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4876/8416 [00:40<00:29, 121.63it/s]
    Epoch 2:  89%|████████▉ | 30126/33666 [16:17<01:54, 30.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4877/8416 [00:40<00:29, 121.63it/s]
    Epoch 2:  89%|████████▉ | 30127/33666 [16:17<01:54, 30.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4878/8416 [00:40<00:29, 121.63it/s]
    Epoch 2:  89%|████████▉ | 30128/33666 [16:17<01:54, 30.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4879/8416 [00:40<00:29, 121.63it/s]
    Epoch 2:  89%|████████▉ | 30129/33666 [16:17<01:54, 30.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4880/8416 [00:40<00:29, 121.63it/s]
    Epoch 2:  89%|████████▉ | 30130/33666 [16:17<01:54, 30.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4881/8416 [00:40<00:29, 121.63it/s]
    Epoch 2:  89%|████████▉ | 30131/33666 [16:17<01:54, 30.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4882/8416 [00:40<00:29, 121.63it/s]
    Epoch 2:  90%|████████▉ | 30132/33666 [16:17<01:54, 30.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4883/8416 [00:40<00:29, 121.63it/s]
    Epoch 2:  90%|████████▉ | 30133/33666 [16:17<01:54, 30.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4884/8416 [00:40<00:29, 121.63it/s]
    Epoch 2:  90%|████████▉ | 30134/33666 [16:17<01:54, 30.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4885/8416 [00:40<00:29, 121.63it/s]
    Epoch 2:  90%|████████▉ | 30135/33666 [16:17<01:54, 30.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4886/8416 [00:40<00:29, 121.63it/s]
    Epoch 2:  90%|████████▉ | 30136/33666 [16:17<01:54, 30.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4887/8416 [00:40<00:29, 121.63it/s]
    Epoch 2:  90%|████████▉ | 30137/33666 [16:17<01:54, 30.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4888/8416 [00:40<00:29, 121.63it/s]
    Epoch 2:  90%|████████▉ | 30138/33666 [16:17<01:54, 30.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4889/8416 [00:40<00:28, 121.63it/s]
    Epoch 2:  90%|████████▉ | 30139/33666 [16:17<01:54, 30.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4890/8416 [00:40<00:28, 121.63it/s]
    Epoch 2:  90%|████████▉ | 30140/33666 [16:17<01:54, 30.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4891/8416 [00:40<00:28, 121.63it/s]
    Epoch 2:  90%|████████▉ | 30141/33666 [16:17<01:54, 30.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4892/8416 [00:40<00:28, 121.63it/s]
    Epoch 2:  90%|████████▉ | 30142/33666 [16:17<01:54, 30.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4893/8416 [00:40<00:28, 121.63it/s]
    Epoch 2:  90%|████████▉ | 30143/33666 [16:17<01:54, 30.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4894/8416 [00:40<00:28, 121.63it/s]
    Epoch 2:  90%|████████▉ | 30144/33666 [16:17<01:54, 30.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4895/8416 [00:40<00:28, 121.63it/s]
    Epoch 2:  90%|████████▉ | 30145/33666 [16:17<01:54, 30.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4896/8416 [00:40<00:28, 121.63it/s]
    Epoch 2:  90%|████████▉ | 30146/33666 [16:17<01:54, 30.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4897/8416 [00:40<00:28, 121.63it/s]
    Epoch 2:  90%|████████▉ | 30147/33666 [16:17<01:54, 30.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4898/8416 [00:40<00:28, 121.63it/s]
    Epoch 2:  90%|████████▉ | 30148/33666 [16:17<01:54, 30.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4899/8416 [00:40<00:28, 121.63it/s]
    Epoch 2:  90%|████████▉ | 30149/33666 [16:17<01:54, 30.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4900/8416 [00:40<00:28, 121.63it/s]
    Epoch 2:  90%|████████▉ | 30150/33666 [16:17<01:54, 30.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4901/8416 [00:40<00:28, 121.63it/s]
    Epoch 2:  90%|████████▉ | 30151/33666 [16:17<01:53, 30.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4902/8416 [00:40<00:28, 121.63it/s]
    Epoch 2:  90%|████████▉ | 30152/33666 [16:17<01:53, 30.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4903/8416 [00:40<00:28, 121.63it/s]
    Epoch 2:  90%|████████▉ | 30153/33666 [16:17<01:53, 30.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4904/8416 [00:40<00:28, 121.63it/s]
    Epoch 2:  90%|████████▉ | 30154/33666 [16:17<01:53, 30.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4905/8416 [00:40<00:28, 121.63it/s]
    Epoch 2:  90%|████████▉ | 30155/33666 [16:17<01:53, 30.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4906/8416 [00:40<00:28, 121.63it/s]
    Epoch 2:  90%|████████▉ | 30156/33666 [16:17<01:53, 30.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4907/8416 [00:40<00:28, 121.63it/s]
    Epoch 2:  90%|████████▉ | 30157/33666 [16:17<01:53, 30.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4908/8416 [00:40<00:28, 121.63it/s]
    Epoch 2:  90%|████████▉ | 30158/33666 [16:17<01:53, 30.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4909/8416 [00:40<00:28, 121.63it/s]
    Epoch 2:  90%|████████▉ | 30159/33666 [16:17<01:53, 30.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4910/8416 [00:40<00:28, 121.62it/s]
    Epoch 2:  90%|████████▉ | 30160/33666 [16:17<01:53, 30.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4911/8416 [00:40<00:28, 121.62it/s]
    Epoch 2:  90%|████████▉ | 30161/33666 [16:17<01:53, 30.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4912/8416 [00:40<00:28, 121.62it/s]
    Epoch 2:  90%|████████▉ | 30162/33666 [16:17<01:53, 30.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4913/8416 [00:40<00:28, 121.61it/s]
    Epoch 2:  90%|████████▉ | 30163/33666 [16:17<01:53, 30.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4914/8416 [00:40<00:28, 121.61it/s]
    Epoch 2:  90%|████████▉ | 30164/33666 [16:17<01:53, 30.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4915/8416 [00:40<00:28, 121.61it/s]
    Epoch 2:  90%|████████▉ | 30165/33666 [16:17<01:53, 30.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4916/8416 [00:40<00:28, 121.61it/s]
    Epoch 2:  90%|████████▉ | 30166/33666 [16:17<01:53, 30.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4917/8416 [00:40<00:28, 121.61it/s]
    Epoch 2:  90%|████████▉ | 30167/33666 [16:17<01:53, 30.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4918/8416 [00:40<00:28, 121.60it/s]
    Epoch 2:  90%|████████▉ | 30168/33666 [16:17<01:53, 30.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4919/8416 [00:40<00:28, 121.60it/s]
    Epoch 2:  90%|████████▉ | 30169/33666 [16:17<01:53, 30.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4920/8416 [00:40<00:28, 121.60it/s]
    Epoch 2:  90%|████████▉ | 30170/33666 [16:17<01:53, 30.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4921/8416 [00:40<00:28, 121.60it/s]
    Epoch 2:  90%|████████▉ | 30171/33666 [16:17<01:53, 30.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4922/8416 [00:40<00:28, 121.60it/s]
    Epoch 2:  90%|████████▉ | 30172/33666 [16:17<01:53, 30.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4923/8416 [00:40<00:28, 121.60it/s]
    Epoch 2:  90%|████████▉ | 30173/33666 [16:17<01:53, 30.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▊    | 4924/8416 [00:40<00:28, 121.60it/s]
    Epoch 2:  90%|████████▉ | 30174/33666 [16:17<01:53, 30.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▊    | 4925/8416 [00:40<00:28, 121.60it/s]
    Epoch 2:  90%|████████▉ | 30175/33666 [16:17<01:53, 30.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▊    | 4926/8416 [00:40<00:28, 121.60it/s]
    Epoch 2:  90%|████████▉ | 30176/33666 [16:17<01:53, 30.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▊    | 4927/8416 [00:40<00:28, 121.60it/s]
    Epoch 2:  90%|████████▉ | 30177/33666 [16:17<01:53, 30.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▊    | 4928/8416 [00:40<00:28, 121.60it/s]
    Epoch 2:  90%|████████▉ | 30178/33666 [16:17<01:53, 30.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▊    | 4929/8416 [00:40<00:28, 121.60it/s]
    Epoch 2:  90%|████████▉ | 30179/33666 [16:17<01:52, 30.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▊    | 4930/8416 [00:40<00:28, 121.60it/s]
    Epoch 2:  90%|████████▉ | 30180/33666 [16:17<01:52, 30.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▊    | 4931/8416 [00:40<00:28, 121.60it/s]
    Epoch 2:  90%|████████▉ | 30181/33666 [16:17<01:52, 30.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▊    | 4932/8416 [00:40<00:28, 121.60it/s]
    Epoch 2:  90%|████████▉ | 30182/33666 [16:17<01:52, 30.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▊    | 4933/8416 [00:40<00:28, 121.59it/s]
    Epoch 2:  90%|████████▉ | 30183/33666 [16:18<01:52, 30.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▊    | 4934/8416 [00:40<00:28, 121.59it/s]
    Epoch 2:  90%|████████▉ | 30184/33666 [16:18<01:52, 30.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▊    | 4935/8416 [00:40<00:28, 121.59it/s]
    Epoch 2:  90%|████████▉ | 30185/33666 [16:18<01:52, 30.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▊    | 4936/8416 [00:40<00:28, 121.59it/s]
    Epoch 2:  90%|████████▉ | 30186/33666 [16:18<01:52, 30.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▊    | 4937/8416 [00:40<00:28, 121.59it/s]
    Epoch 2:  90%|████████▉ | 30187/33666 [16:18<01:52, 30.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▊    | 4938/8416 [00:40<00:28, 121.59it/s]
    Epoch 2:  90%|████████▉ | 30188/33666 [16:18<01:52, 30.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▊    | 4939/8416 [00:40<00:28, 121.59it/s]
    Epoch 2:  90%|████████▉ | 30189/33666 [16:18<01:52, 30.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▊    | 4940/8416 [00:40<00:28, 121.59it/s]
    Epoch 2:  90%|████████▉ | 30190/33666 [16:18<01:52, 30.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▊    | 4941/8416 [00:40<00:28, 121.59it/s]
    Epoch 2:  90%|████████▉ | 30191/33666 [16:18<01:52, 30.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▊    | 4942/8416 [00:40<00:28, 121.59it/s]
    Epoch 2:  90%|████████▉ | 30192/33666 [16:18<01:52, 30.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▊    | 4943/8416 [00:40<00:28, 121.59it/s]
    Epoch 2:  90%|████████▉ | 30193/33666 [16:18<01:52, 30.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▊    | 4944/8416 [00:40<00:28, 121.59it/s]
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    Validation DataLoader 0:  59%|█████▉    | 4945/8416 [00:40<00:28, 121.59it/s]
    Epoch 2:  90%|████████▉ | 30195/33666 [16:18<01:52, 30.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4946/8416 [00:40<00:28, 121.59it/s]
    Epoch 2:  90%|████████▉ | 30196/33666 [16:18<01:52, 30.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4947/8416 [00:40<00:28, 121.59it/s]
    Epoch 2:  90%|████████▉ | 30197/33666 [16:18<01:52, 30.87it/s, loss=3.27, v_num=0]

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    Epoch 2:  90%|████████▉ | 30198/33666 [16:18<01:52, 30.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4949/8416 [00:40<00:28, 121.59it/s]
    Epoch 2:  90%|████████▉ | 30199/33666 [16:18<01:52, 30.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4950/8416 [00:40<00:28, 121.58it/s]
    Epoch 2:  90%|████████▉ | 30200/33666 [16:18<01:52, 30.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4951/8416 [00:40<00:28, 121.58it/s]
    Epoch 2:  90%|████████▉ | 30201/33666 [16:18<01:52, 30.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4952/8416 [00:40<00:28, 121.58it/s]
    Epoch 2:  90%|████████▉ | 30202/33666 [16:18<01:52, 30.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4953/8416 [00:40<00:28, 121.58it/s]
    Epoch 2:  90%|████████▉ | 30203/33666 [16:18<01:52, 30.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4954/8416 [00:40<00:28, 121.58it/s]
    Epoch 2:  90%|████████▉ | 30204/33666 [16:18<01:52, 30.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4955/8416 [00:40<00:28, 121.58it/s]
    Epoch 2:  90%|████████▉ | 30205/33666 [16:18<01:52, 30.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4956/8416 [00:40<00:28, 121.58it/s]
    Epoch 2:  90%|████████▉ | 30206/33666 [16:18<01:52, 30.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4957/8416 [00:40<00:28, 121.58it/s]
    Epoch 2:  90%|████████▉ | 30207/33666 [16:18<01:52, 30.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4958/8416 [00:40<00:28, 121.58it/s]
    Epoch 2:  90%|████████▉ | 30208/33666 [16:18<01:51, 30.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4959/8416 [00:40<00:28, 121.58it/s]
    Epoch 2:  90%|████████▉ | 30209/33666 [16:18<01:51, 30.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4960/8416 [00:40<00:28, 121.58it/s]
    Epoch 2:  90%|████████▉ | 30210/33666 [16:18<01:51, 30.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4961/8416 [00:40<00:28, 121.58it/s]
    Epoch 2:  90%|████████▉ | 30211/33666 [16:18<01:51, 30.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4962/8416 [00:40<00:28, 121.58it/s]
    Epoch 2:  90%|████████▉ | 30212/33666 [16:18<01:51, 30.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4963/8416 [00:40<00:28, 121.58it/s]
    Epoch 2:  90%|████████▉ | 30213/33666 [16:18<01:51, 30.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4964/8416 [00:40<00:28, 121.58it/s]
    Epoch 2:  90%|████████▉ | 30214/33666 [16:18<01:51, 30.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4965/8416 [00:40<00:28, 121.58it/s]
    Epoch 2:  90%|████████▉ | 30215/33666 [16:18<01:51, 30.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4966/8416 [00:40<00:28, 121.58it/s]
    Epoch 2:  90%|████████▉ | 30216/33666 [16:18<01:51, 30.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4967/8416 [00:40<00:28, 121.57it/s]
    Epoch 2:  90%|████████▉ | 30217/33666 [16:18<01:51, 30.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4968/8416 [00:40<00:28, 121.57it/s]
    Epoch 2:  90%|████████▉ | 30218/33666 [16:18<01:51, 30.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4969/8416 [00:40<00:28, 121.57it/s]
    Epoch 2:  90%|████████▉ | 30219/33666 [16:18<01:51, 30.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4970/8416 [00:40<00:28, 121.57it/s]
    Epoch 2:  90%|████████▉ | 30220/33666 [16:18<01:51, 30.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4971/8416 [00:40<00:28, 121.57it/s]
    Epoch 2:  90%|████████▉ | 30221/33666 [16:18<01:51, 30.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4972/8416 [00:40<00:28, 121.57it/s]
    Epoch 2:  90%|████████▉ | 30222/33666 [16:18<01:51, 30.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4973/8416 [00:40<00:28, 121.57it/s]
    Epoch 2:  90%|████████▉ | 30223/33666 [16:18<01:51, 30.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4974/8416 [00:40<00:28, 121.57it/s]
    Epoch 2:  90%|████████▉ | 30224/33666 [16:18<01:51, 30.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4975/8416 [00:40<00:28, 121.57it/s]
    Epoch 2:  90%|████████▉ | 30225/33666 [16:18<01:51, 30.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4976/8416 [00:40<00:28, 121.57it/s]
    Epoch 2:  90%|████████▉ | 30226/33666 [16:18<01:51, 30.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4977/8416 [00:40<00:28, 121.57it/s]
    Epoch 2:  90%|████████▉ | 30227/33666 [16:18<01:51, 30.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4978/8416 [00:40<00:28, 121.57it/s]
    Epoch 2:  90%|████████▉ | 30228/33666 [16:18<01:51, 30.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4979/8416 [00:40<00:28, 121.57it/s]
    Epoch 2:  90%|████████▉ | 30229/33666 [16:18<01:51, 30.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4980/8416 [00:40<00:28, 121.57it/s]
    Epoch 2:  90%|████████▉ | 30230/33666 [16:18<01:51, 30.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4981/8416 [00:40<00:28, 121.57it/s]
    Epoch 2:  90%|████████▉ | 30231/33666 [16:18<01:51, 30.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4982/8416 [00:40<00:28, 121.57it/s]
    Epoch 2:  90%|████████▉ | 30232/33666 [16:18<01:51, 30.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4983/8416 [00:40<00:28, 121.57it/s]
    Epoch 2:  90%|████████▉ | 30233/33666 [16:18<01:51, 30.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4984/8416 [00:40<00:28, 121.56it/s]
    Epoch 2:  90%|████████▉ | 30234/33666 [16:18<01:51, 30.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4985/8416 [00:41<00:28, 121.56it/s]
    Epoch 2:  90%|████████▉ | 30235/33666 [16:18<01:51, 30.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4986/8416 [00:41<00:28, 121.56it/s]
    Epoch 2:  90%|████████▉ | 30236/33666 [16:18<01:50, 30.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4987/8416 [00:41<00:28, 121.56it/s]
    Epoch 2:  90%|████████▉ | 30237/33666 [16:18<01:50, 30.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4988/8416 [00:41<00:28, 121.56it/s]
    Epoch 2:  90%|████████▉ | 30238/33666 [16:18<01:50, 30.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4989/8416 [00:41<00:28, 121.56it/s]
    Epoch 2:  90%|████████▉ | 30239/33666 [16:18<01:50, 30.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4990/8416 [00:41<00:28, 121.56it/s]
    Epoch 2:  90%|████████▉ | 30240/33666 [16:18<01:50, 30.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4991/8416 [00:41<00:28, 121.56it/s]
    Epoch 2:  90%|████████▉ | 30241/33666 [16:18<01:50, 30.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4992/8416 [00:41<00:28, 121.56it/s]
    Epoch 2:  90%|████████▉ | 30242/33666 [16:18<01:50, 30.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4993/8416 [00:41<00:28, 121.56it/s]
    Epoch 2:  90%|████████▉ | 30243/33666 [16:18<01:50, 30.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4994/8416 [00:41<00:28, 121.56it/s]
    Epoch 2:  90%|████████▉ | 30244/33666 [16:18<01:50, 30.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4995/8416 [00:41<00:28, 121.56it/s]
    Epoch 2:  90%|████████▉ | 30245/33666 [16:18<01:50, 30.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4996/8416 [00:41<00:28, 121.56it/s]
    Epoch 2:  90%|████████▉ | 30246/33666 [16:18<01:50, 30.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4997/8416 [00:41<00:28, 121.55it/s]
    Epoch 2:  90%|████████▉ | 30247/33666 [16:18<01:50, 30.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4998/8416 [00:41<00:28, 121.55it/s]
    Epoch 2:  90%|████████▉ | 30248/33666 [16:18<01:50, 30.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4999/8416 [00:41<00:28, 121.55it/s]
    Epoch 2:  90%|████████▉ | 30249/33666 [16:18<01:50, 30.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 5000/8416 [00:41<00:28, 121.55it/s]
    Epoch 2:  90%|████████▉ | 30250/33666 [16:18<01:50, 30.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 5001/8416 [00:41<00:28, 121.55it/s]
    Epoch 2:  90%|████████▉ | 30251/33666 [16:18<01:50, 30.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 5002/8416 [00:41<00:28, 121.55it/s]
    Epoch 2:  90%|████████▉ | 30252/33666 [16:18<01:50, 30.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 5003/8416 [00:41<00:28, 121.55it/s]
    Epoch 2:  90%|████████▉ | 30253/33666 [16:18<01:50, 30.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 5004/8416 [00:41<00:28, 121.55it/s]
    Epoch 2:  90%|████████▉ | 30254/33666 [16:18<01:50, 30.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 5005/8416 [00:41<00:28, 121.55it/s]
    Epoch 2:  90%|████████▉ | 30255/33666 [16:18<01:50, 30.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 5006/8416 [00:41<00:28, 121.55it/s]
    Epoch 2:  90%|████████▉ | 30256/33666 [16:18<01:50, 30.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 5007/8416 [00:41<00:28, 121.55it/s]
    Epoch 2:  90%|████████▉ | 30257/33666 [16:18<01:50, 30.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5008/8416 [00:41<00:28, 121.55it/s]
    Epoch 2:  90%|████████▉ | 30258/33666 [16:18<01:50, 30.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5009/8416 [00:41<00:28, 121.55it/s]
    Epoch 2:  90%|████████▉ | 30259/33666 [16:18<01:50, 30.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5010/8416 [00:41<00:28, 121.55it/s]
    Epoch 2:  90%|████████▉ | 30260/33666 [16:18<01:50, 30.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5011/8416 [00:41<00:28, 121.55it/s]
    Epoch 2:  90%|████████▉ | 30261/33666 [16:18<01:50, 30.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5012/8416 [00:41<00:28, 121.55it/s]
    Epoch 2:  90%|████████▉ | 30262/33666 [16:18<01:50, 30.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5013/8416 [00:41<00:27, 121.55it/s]
    Epoch 2:  90%|████████▉ | 30263/33666 [16:18<01:50, 30.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5014/8416 [00:41<00:27, 121.54it/s]
    Epoch 2:  90%|████████▉ | 30264/33666 [16:18<01:50, 30.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5015/8416 [00:41<00:27, 121.54it/s]
    Epoch 2:  90%|████████▉ | 30265/33666 [16:18<01:49, 30.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5016/8416 [00:41<00:27, 121.54it/s]
    Epoch 2:  90%|████████▉ | 30266/33666 [16:18<01:49, 30.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5017/8416 [00:41<00:27, 121.54it/s]
    Epoch 2:  90%|████████▉ | 30267/33666 [16:18<01:49, 30.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5018/8416 [00:41<00:27, 121.54it/s]
    Epoch 2:  90%|████████▉ | 30268/33666 [16:18<01:49, 30.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5019/8416 [00:41<00:27, 121.54it/s]
    Epoch 2:  90%|████████▉ | 30269/33666 [16:18<01:49, 30.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5020/8416 [00:41<00:27, 121.54it/s]
    Epoch 2:  90%|████████▉ | 30270/33666 [16:18<01:49, 30.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5021/8416 [00:41<00:27, 121.54it/s]
    Epoch 2:  90%|████████▉ | 30271/33666 [16:18<01:49, 30.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5022/8416 [00:41<00:27, 121.54it/s]
    Epoch 2:  90%|████████▉ | 30272/33666 [16:18<01:49, 30.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5023/8416 [00:41<00:27, 121.54it/s]
    Epoch 2:  90%|████████▉ | 30273/33666 [16:18<01:49, 30.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5024/8416 [00:41<00:27, 121.54it/s]
    Epoch 2:  90%|████████▉ | 30274/33666 [16:18<01:49, 30.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5025/8416 [00:41<00:27, 121.54it/s]
    Epoch 2:  90%|████████▉ | 30275/33666 [16:18<01:49, 30.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5026/8416 [00:41<00:27, 121.54it/s]
    Epoch 2:  90%|████████▉ | 30276/33666 [16:18<01:49, 30.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5027/8416 [00:41<00:27, 121.53it/s]
    Epoch 2:  90%|████████▉ | 30277/33666 [16:18<01:49, 30.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5028/8416 [00:41<00:27, 121.53it/s]
    Epoch 2:  90%|████████▉ | 30278/33666 [16:18<01:49, 30.93it/s, loss=3.27, v_num=0]

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    Epoch 2:  90%|████████▉ | 30279/33666 [16:18<01:49, 30.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5030/8416 [00:41<00:27, 121.53it/s]
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    Epoch 2:  90%|████████▉ | 30295/33666 [16:18<01:48, 30.95it/s, loss=3.27, v_num=0]

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    Validation DataLoader 0:  60%|█████▉    | 5048/8416 [00:41<00:27, 121.51it/s]
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    Validation DataLoader 0:  60%|██████    | 5052/8416 [00:41<00:27, 121.51it/s]
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    Validation DataLoader 0:  60%|██████    | 5053/8416 [00:41<00:27, 121.51it/s]
    Epoch 2:  90%|█████████ | 30303/33666 [16:19<01:48, 30.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5054/8416 [00:41<00:27, 121.51it/s]
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    Validation DataLoader 0:  60%|██████    | 5056/8416 [00:41<00:27, 121.51it/s]
    Epoch 2:  90%|█████████ | 30306/33666 [16:19<01:48, 30.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5057/8416 [00:41<00:27, 121.51it/s]
    Epoch 2:  90%|█████████ | 30307/33666 [16:19<01:48, 30.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5058/8416 [00:41<00:27, 121.50it/s]
    Epoch 2:  90%|█████████ | 30308/33666 [16:19<01:48, 30.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5059/8416 [00:41<00:27, 121.50it/s]
    Epoch 2:  90%|█████████ | 30309/33666 [16:19<01:48, 30.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5060/8416 [00:41<00:27, 121.50it/s]
    Epoch 2:  90%|█████████ | 30310/33666 [16:19<01:48, 30.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5061/8416 [00:41<00:27, 121.50it/s]
    Epoch 2:  90%|█████████ | 30311/33666 [16:19<01:48, 30.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5062/8416 [00:41<00:27, 121.50it/s]
    Epoch 2:  90%|█████████ | 30312/33666 [16:19<01:48, 30.96it/s, loss=3.27, v_num=0]

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    Epoch 2:  90%|█████████ | 30313/33666 [16:19<01:48, 30.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5064/8416 [00:41<00:27, 121.50it/s]
    Epoch 2:  90%|█████████ | 30314/33666 [16:19<01:48, 30.96it/s, loss=3.27, v_num=0]

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    Epoch 2:  90%|█████████ | 30315/33666 [16:19<01:48, 30.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5066/8416 [00:41<00:27, 121.50it/s]
    Epoch 2:  90%|█████████ | 30316/33666 [16:19<01:48, 30.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5067/8416 [00:41<00:27, 121.50it/s]
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    Validation DataLoader 0:  60%|██████    | 5068/8416 [00:41<00:27, 121.50it/s]
    Epoch 2:  90%|█████████ | 30318/33666 [16:19<01:48, 30.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5069/8416 [00:41<00:27, 121.50it/s]
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    Validation DataLoader 0:  60%|██████    | 5070/8416 [00:41<00:27, 121.49it/s]
    Epoch 2:  90%|█████████ | 30320/33666 [16:19<01:48, 30.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5071/8416 [00:41<00:27, 121.49it/s]
    Epoch 2:  90%|█████████ | 30321/33666 [16:19<01:48, 30.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5072/8416 [00:41<00:27, 121.49it/s]
    Epoch 2:  90%|█████████ | 30322/33666 [16:19<01:47, 30.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5073/8416 [00:41<00:27, 121.49it/s]
    Epoch 2:  90%|█████████ | 30323/33666 [16:19<01:47, 30.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5074/8416 [00:41<00:27, 121.49it/s]
    Epoch 2:  90%|█████████ | 30324/33666 [16:19<01:47, 30.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5075/8416 [00:41<00:27, 121.49it/s]
    Epoch 2:  90%|█████████ | 30325/33666 [16:19<01:47, 30.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5076/8416 [00:41<00:27, 121.49it/s]
    Epoch 2:  90%|█████████ | 30326/33666 [16:19<01:47, 30.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5077/8416 [00:41<00:27, 121.49it/s]
    Epoch 2:  90%|█████████ | 30327/33666 [16:19<01:47, 30.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5078/8416 [00:41<00:27, 121.49it/s]
    Epoch 2:  90%|█████████ | 30328/33666 [16:19<01:47, 30.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5079/8416 [00:41<00:27, 121.49it/s]
    Epoch 2:  90%|█████████ | 30329/33666 [16:19<01:47, 30.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5080/8416 [00:41<00:27, 121.49it/s]
    Epoch 2:  90%|█████████ | 30330/33666 [16:19<01:47, 30.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5081/8416 [00:41<00:27, 121.49it/s]
    Epoch 2:  90%|█████████ | 30331/33666 [16:19<01:47, 30.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5082/8416 [00:41<00:27, 121.49it/s]
    Epoch 2:  90%|█████████ | 30332/33666 [16:19<01:47, 30.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5083/8416 [00:41<00:27, 121.49it/s]
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    Validation DataLoader 0:  60%|██████    | 5084/8416 [00:41<00:27, 121.49it/s]
    Epoch 2:  90%|█████████ | 30334/33666 [16:19<01:47, 30.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5085/8416 [00:41<00:27, 121.49it/s]
    Epoch 2:  90%|█████████ | 30335/33666 [16:19<01:47, 30.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5086/8416 [00:41<00:27, 121.49it/s]
    Epoch 2:  90%|█████████ | 30336/33666 [16:19<01:47, 30.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5087/8416 [00:41<00:27, 121.48it/s]
    Epoch 2:  90%|█████████ | 30337/33666 [16:19<01:47, 30.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5088/8416 [00:41<00:27, 121.48it/s]
    Epoch 2:  90%|█████████ | 30338/33666 [16:19<01:47, 30.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5089/8416 [00:41<00:27, 121.48it/s]
    Epoch 2:  90%|█████████ | 30339/33666 [16:19<01:47, 30.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5090/8416 [00:41<00:27, 121.48it/s]
    Epoch 2:  90%|█████████ | 30340/33666 [16:19<01:47, 30.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  60%|██████    | 5091/8416 [00:41<00:27, 121.48it/s]
    Epoch 2:  90%|█████████ | 30341/33666 [16:19<01:47, 30.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5092/8416 [00:41<00:27, 121.48it/s]
    Epoch 2:  90%|█████████ | 30342/33666 [16:19<01:47, 30.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5093/8416 [00:41<00:27, 121.48it/s]
    Epoch 2:  90%|█████████ | 30343/33666 [16:19<01:47, 30.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5094/8416 [00:41<00:27, 121.48it/s]
    Epoch 2:  90%|█████████ | 30344/33666 [16:19<01:47, 30.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5095/8416 [00:41<00:27, 121.48it/s]
    Epoch 2:  90%|█████████ | 30345/33666 [16:19<01:47, 30.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5096/8416 [00:41<00:27, 121.48it/s]
    Epoch 2:  90%|█████████ | 30346/33666 [16:19<01:47, 30.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5097/8416 [00:41<00:27, 121.48it/s]
    Epoch 2:  90%|█████████ | 30347/33666 [16:19<01:47, 30.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5098/8416 [00:41<00:27, 121.48it/s]
    Epoch 2:  90%|█████████ | 30348/33666 [16:19<01:47, 30.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5099/8416 [00:41<00:27, 121.48it/s]
    Epoch 2:  90%|█████████ | 30349/33666 [16:19<01:47, 30.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5100/8416 [00:41<00:27, 121.48it/s]
    Epoch 2:  90%|█████████ | 30350/33666 [16:19<01:47, 30.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5101/8416 [00:41<00:27, 121.48it/s]
    Epoch 2:  90%|█████████ | 30351/33666 [16:19<01:46, 30.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5102/8416 [00:42<00:27, 121.47it/s]
    Epoch 2:  90%|█████████ | 30352/33666 [16:19<01:46, 30.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5103/8416 [00:42<00:27, 121.47it/s]
    Epoch 2:  90%|█████████ | 30353/33666 [16:19<01:46, 30.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5104/8416 [00:42<00:27, 121.47it/s]
    Epoch 2:  90%|█████████ | 30354/33666 [16:19<01:46, 30.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5105/8416 [00:42<00:27, 121.47it/s]
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    Validation DataLoader 0:  61%|██████    | 5106/8416 [00:42<00:27, 121.47it/s]
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    Validation DataLoader 0:  61%|██████    | 5107/8416 [00:42<00:27, 121.47it/s]
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    Validation DataLoader 0:  61%|██████    | 5108/8416 [00:42<00:27, 121.47it/s]
    Epoch 2:  90%|█████████ | 30358/33666 [16:19<01:46, 30.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5109/8416 [00:42<00:27, 121.47it/s]
    Epoch 2:  90%|█████████ | 30359/33666 [16:19<01:46, 30.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5110/8416 [00:42<00:27, 121.47it/s]
    Epoch 2:  90%|█████████ | 30360/33666 [16:19<01:46, 31.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5111/8416 [00:42<00:27, 121.47it/s]
    Epoch 2:  90%|█████████ | 30361/33666 [16:19<01:46, 31.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5112/8416 [00:42<00:27, 121.47it/s]
    Epoch 2:  90%|█████████ | 30362/33666 [16:19<01:46, 31.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5113/8416 [00:42<00:27, 121.47it/s]
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    Validation DataLoader 0:  61%|██████    | 5114/8416 [00:42<00:27, 121.48it/s]
    Epoch 2:  90%|█████████ | 30364/33666 [16:19<01:46, 31.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5115/8416 [00:42<00:27, 121.48it/s]
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    Validation DataLoader 0:  61%|██████    | 5116/8416 [00:42<00:27, 121.48it/s]
    Epoch 2:  90%|█████████ | 30366/33666 [16:19<01:46, 31.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5117/8416 [00:42<00:27, 121.48it/s]
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    Validation DataLoader 0:  61%|██████    | 5118/8416 [00:42<00:27, 121.48it/s]
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    Validation DataLoader 0:  61%|██████    | 5119/8416 [00:42<00:27, 121.48it/s]
    Epoch 2:  90%|█████████ | 30369/33666 [16:19<01:46, 31.00it/s, loss=3.27, v_num=0]

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    Epoch 2:  90%|█████████ | 30370/33666 [16:19<01:46, 31.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5121/8416 [00:42<00:27, 121.48it/s]
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    Epoch 2:  90%|█████████ | 30372/33666 [16:19<01:46, 31.00it/s, loss=3.27, v_num=0]

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    Validation DataLoader 0:  61%|██████    | 5124/8416 [00:42<00:27, 121.48it/s]
    Epoch 2:  90%|█████████ | 30374/33666 [16:19<01:46, 31.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5125/8416 [00:42<00:27, 121.48it/s]
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    Epoch 2:  90%|█████████ | 30376/33666 [16:19<01:46, 31.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5127/8416 [00:42<00:27, 121.48it/s]
    Epoch 2:  90%|█████████ | 30377/33666 [16:19<01:46, 31.01it/s, loss=3.27, v_num=0]

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    Epoch 2:  90%|█████████ | 30378/33666 [16:19<01:46, 31.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5129/8416 [00:42<00:27, 121.48it/s]
    Epoch 2:  90%|█████████ | 30379/33666 [16:19<01:45, 31.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5130/8416 [00:42<00:27, 121.48it/s]
    Epoch 2:  90%|█████████ | 30380/33666 [16:19<01:45, 31.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5131/8416 [00:42<00:27, 121.48it/s]
    Epoch 2:  90%|█████████ | 30381/33666 [16:19<01:45, 31.01it/s, loss=3.27, v_num=0]

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    Epoch 2:  90%|█████████ | 30382/33666 [16:19<01:45, 31.01it/s, loss=3.27, v_num=0]

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    Epoch 2:  90%|█████████ | 30383/33666 [16:19<01:45, 31.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5134/8416 [00:42<00:27, 121.48it/s]
    Epoch 2:  90%|█████████ | 30384/33666 [16:19<01:45, 31.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5135/8416 [00:42<00:27, 121.48it/s]
    Epoch 2:  90%|█████████ | 30385/33666 [16:19<01:45, 31.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5136/8416 [00:42<00:27, 121.48it/s]
    Epoch 2:  90%|█████████ | 30386/33666 [16:19<01:45, 31.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5137/8416 [00:42<00:26, 121.48it/s]
    Epoch 2:  90%|█████████ | 30387/33666 [16:19<01:45, 31.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5138/8416 [00:42<00:26, 121.48it/s]
    Epoch 2:  90%|█████████ | 30388/33666 [16:19<01:45, 31.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5139/8416 [00:42<00:26, 121.48it/s]
    Epoch 2:  90%|█████████ | 30389/33666 [16:19<01:45, 31.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5140/8416 [00:42<00:26, 121.48it/s]
    Epoch 2:  90%|█████████ | 30390/33666 [16:19<01:45, 31.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5141/8416 [00:42<00:26, 121.47it/s]
    Epoch 2:  90%|█████████ | 30391/33666 [16:19<01:45, 31.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5142/8416 [00:42<00:26, 121.47it/s]
    Epoch 2:  90%|█████████ | 30392/33666 [16:19<01:45, 31.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5143/8416 [00:42<00:26, 121.47it/s]
    Epoch 2:  90%|█████████ | 30393/33666 [16:19<01:45, 31.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5144/8416 [00:42<00:26, 121.47it/s]
    Epoch 2:  90%|█████████ | 30394/33666 [16:19<01:45, 31.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5145/8416 [00:42<00:26, 121.47it/s]
    Epoch 2:  90%|█████████ | 30395/33666 [16:19<01:45, 31.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5146/8416 [00:42<00:26, 121.47it/s]
    Epoch 2:  90%|█████████ | 30396/33666 [16:19<01:45, 31.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5147/8416 [00:42<00:26, 121.47it/s]
    Epoch 2:  90%|█████████ | 30397/33666 [16:19<01:45, 31.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5148/8416 [00:42<00:26, 121.47it/s]
    Epoch 2:  90%|█████████ | 30398/33666 [16:19<01:45, 31.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5149/8416 [00:42<00:26, 121.47it/s]
    Epoch 2:  90%|█████████ | 30399/33666 [16:19<01:45, 31.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5150/8416 [00:42<00:26, 121.47it/s]
    Epoch 2:  90%|█████████ | 30400/33666 [16:19<01:45, 31.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5151/8416 [00:42<00:26, 121.47it/s]
    Epoch 2:  90%|█████████ | 30401/33666 [16:19<01:45, 31.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5152/8416 [00:42<00:26, 121.47it/s]
    Epoch 2:  90%|█████████ | 30402/33666 [16:19<01:45, 31.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5153/8416 [00:42<00:26, 121.47it/s]
    Epoch 2:  90%|█████████ | 30403/33666 [16:19<01:45, 31.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5154/8416 [00:42<00:26, 121.47it/s]
    Epoch 2:  90%|█████████ | 30404/33666 [16:19<01:45, 31.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5155/8416 [00:42<00:26, 121.47it/s]
    Epoch 2:  90%|█████████ | 30405/33666 [16:19<01:45, 31.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5156/8416 [00:42<00:26, 121.47it/s]
    Epoch 2:  90%|█████████ | 30406/33666 [16:19<01:45, 31.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5157/8416 [00:42<00:26, 121.46it/s]
    Epoch 2:  90%|█████████ | 30407/33666 [16:19<01:45, 31.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5158/8416 [00:42<00:26, 121.46it/s]
    Epoch 2:  90%|█████████ | 30408/33666 [16:19<01:44, 31.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5159/8416 [00:42<00:26, 121.46it/s]
    Epoch 2:  90%|█████████ | 30409/33666 [16:19<01:44, 31.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5160/8416 [00:42<00:26, 121.46it/s]
    Epoch 2:  90%|█████████ | 30410/33666 [16:19<01:44, 31.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5161/8416 [00:42<00:26, 121.46it/s]
    Epoch 2:  90%|█████████ | 30411/33666 [16:19<01:44, 31.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5162/8416 [00:42<00:26, 121.46it/s]
    Epoch 2:  90%|█████████ | 30412/33666 [16:19<01:44, 31.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5163/8416 [00:42<00:26, 121.46it/s]
    Epoch 2:  90%|█████████ | 30413/33666 [16:19<01:44, 31.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5164/8416 [00:42<00:26, 121.46it/s]
    Epoch 2:  90%|█████████ | 30414/33666 [16:19<01:44, 31.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5165/8416 [00:42<00:26, 121.46it/s]
    Epoch 2:  90%|█████████ | 30415/33666 [16:19<01:44, 31.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5166/8416 [00:42<00:26, 121.45it/s]
    Epoch 2:  90%|█████████ | 30416/33666 [16:19<01:44, 31.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5167/8416 [00:42<00:26, 121.45it/s]
    Epoch 2:  90%|█████████ | 30417/33666 [16:19<01:44, 31.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5168/8416 [00:42<00:26, 121.45it/s]
    Epoch 2:  90%|█████████ | 30418/33666 [16:19<01:44, 31.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5169/8416 [00:42<00:26, 121.45it/s]
    Epoch 2:  90%|█████████ | 30419/33666 [16:19<01:44, 31.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5170/8416 [00:42<00:26, 121.45it/s]
    Epoch 2:  90%|█████████ | 30420/33666 [16:20<01:44, 31.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5171/8416 [00:42<00:26, 121.45it/s]
    Epoch 2:  90%|█████████ | 30421/33666 [16:20<01:44, 31.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5172/8416 [00:42<00:26, 121.45it/s]
    Epoch 2:  90%|█████████ | 30422/33666 [16:20<01:44, 31.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5173/8416 [00:42<00:26, 121.45it/s]
    Epoch 2:  90%|█████████ | 30423/33666 [16:20<01:44, 31.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5174/8416 [00:42<00:26, 121.45it/s]
    Epoch 2:  90%|█████████ | 30424/33666 [16:20<01:44, 31.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5175/8416 [00:42<00:26, 121.45it/s]
    Epoch 2:  90%|█████████ | 30425/33666 [16:20<01:44, 31.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5176/8416 [00:42<00:26, 121.45it/s]
    Epoch 2:  90%|█████████ | 30426/33666 [16:20<01:44, 31.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5177/8416 [00:42<00:26, 121.45it/s]
    Epoch 2:  90%|█████████ | 30427/33666 [16:20<01:44, 31.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5178/8416 [00:42<00:26, 121.44it/s]
    Epoch 2:  90%|█████████ | 30428/33666 [16:20<01:44, 31.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5179/8416 [00:42<00:26, 121.44it/s]
    Epoch 2:  90%|█████████ | 30429/33666 [16:20<01:44, 31.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5180/8416 [00:42<00:26, 121.44it/s]
    Epoch 2:  90%|█████████ | 30430/33666 [16:20<01:44, 31.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5181/8416 [00:42<00:26, 121.44it/s]
    Epoch 2:  90%|█████████ | 30431/33666 [16:20<01:44, 31.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5182/8416 [00:42<00:26, 121.44it/s]
    Epoch 2:  90%|█████████ | 30432/33666 [16:20<01:44, 31.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5183/8416 [00:42<00:26, 121.44it/s]
    Epoch 2:  90%|█████████ | 30433/33666 [16:20<01:44, 31.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5184/8416 [00:42<00:26, 121.44it/s]
    Epoch 2:  90%|█████████ | 30434/33666 [16:20<01:44, 31.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5185/8416 [00:42<00:26, 121.44it/s]
    Epoch 2:  90%|█████████ | 30435/33666 [16:20<01:44, 31.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5186/8416 [00:42<00:26, 121.44it/s]
    Epoch 2:  90%|█████████ | 30436/33666 [16:20<01:44, 31.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5187/8416 [00:42<00:26, 121.44it/s]
    Epoch 2:  90%|█████████ | 30437/33666 [16:20<01:43, 31.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5188/8416 [00:42<00:26, 121.44it/s]
    Epoch 2:  90%|█████████ | 30438/33666 [16:20<01:43, 31.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5189/8416 [00:42<00:26, 121.44it/s]
    Epoch 2:  90%|█████████ | 30439/33666 [16:20<01:43, 31.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5190/8416 [00:42<00:26, 121.44it/s]
    Epoch 2:  90%|█████████ | 30440/33666 [16:20<01:43, 31.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5191/8416 [00:42<00:26, 121.44it/s]
    Epoch 2:  90%|█████████ | 30441/33666 [16:20<01:43, 31.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5192/8416 [00:42<00:26, 121.44it/s]
    Epoch 2:  90%|█████████ | 30442/33666 [16:20<01:43, 31.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5193/8416 [00:42<00:26, 121.44it/s]
    Epoch 2:  90%|█████████ | 30443/33666 [16:20<01:43, 31.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5194/8416 [00:42<00:26, 121.44it/s]
    Epoch 2:  90%|█████████ | 30444/33666 [16:20<01:43, 31.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5195/8416 [00:42<00:26, 121.44it/s]
    Epoch 2:  90%|█████████ | 30445/33666 [16:20<01:43, 31.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5196/8416 [00:42<00:26, 121.44it/s]
    Epoch 2:  90%|█████████ | 30446/33666 [16:20<01:43, 31.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5197/8416 [00:42<00:26, 121.44it/s]
    Epoch 2:  90%|█████████ | 30447/33666 [16:20<01:43, 31.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5198/8416 [00:42<00:26, 121.44it/s]
    Epoch 2:  90%|█████████ | 30448/33666 [16:20<01:43, 31.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5199/8416 [00:42<00:26, 121.44it/s]
    Epoch 2:  90%|█████████ | 30449/33666 [16:20<01:43, 31.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5200/8416 [00:42<00:26, 121.44it/s]
    Epoch 2:  90%|█████████ | 30450/33666 [16:20<01:43, 31.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5201/8416 [00:42<00:26, 121.44it/s]
    Epoch 2:  90%|█████████ | 30451/33666 [16:20<01:43, 31.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5202/8416 [00:42<00:26, 121.45it/s]
    Epoch 2:  90%|█████████ | 30452/33666 [16:20<01:43, 31.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5203/8416 [00:42<00:26, 121.45it/s]
    Epoch 2:  90%|█████████ | 30453/33666 [16:20<01:43, 31.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5204/8416 [00:42<00:26, 121.45it/s]
    Epoch 2:  90%|█████████ | 30454/33666 [16:20<01:43, 31.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5205/8416 [00:42<00:26, 121.45it/s]
    Epoch 2:  90%|█████████ | 30455/33666 [16:20<01:43, 31.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5206/8416 [00:42<00:26, 121.45it/s]
    Epoch 2:  90%|█████████ | 30456/33666 [16:20<01:43, 31.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5207/8416 [00:42<00:26, 121.45it/s]
    Epoch 2:  90%|█████████ | 30457/33666 [16:20<01:43, 31.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5208/8416 [00:42<00:26, 121.45it/s]
    Epoch 2:  90%|█████████ | 30458/33666 [16:20<01:43, 31.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5209/8416 [00:42<00:26, 121.45it/s]
    Epoch 2:  90%|█████████ | 30459/33666 [16:20<01:43, 31.07it/s, loss=3.27, v_num=0]

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    Epoch 2:  90%|█████████ | 30460/33666 [16:20<01:43, 31.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5211/8416 [00:42<00:26, 121.45it/s]
    Epoch 2:  90%|█████████ | 30461/33666 [16:20<01:43, 31.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5212/8416 [00:42<00:26, 121.45it/s]
    Epoch 2:  90%|█████████ | 30462/33666 [16:20<01:43, 31.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5213/8416 [00:42<00:26, 121.45it/s]
    Epoch 2:  90%|█████████ | 30463/33666 [16:20<01:43, 31.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5214/8416 [00:42<00:26, 121.45it/s]
    Epoch 2:  90%|█████████ | 30464/33666 [16:20<01:43, 31.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5215/8416 [00:42<00:26, 121.45it/s]
    Epoch 2:  90%|█████████ | 30465/33666 [16:20<01:43, 31.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5216/8416 [00:42<00:26, 121.45it/s]
    Epoch 2:  90%|█████████ | 30466/33666 [16:20<01:42, 31.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5217/8416 [00:42<00:26, 121.45it/s]
    Epoch 2:  90%|█████████ | 30467/33666 [16:20<01:42, 31.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5218/8416 [00:42<00:26, 121.45it/s]
    Epoch 2:  91%|█████████ | 30468/33666 [16:20<01:42, 31.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5219/8416 [00:42<00:26, 121.45it/s]
    Epoch 2:  91%|█████████ | 30469/33666 [16:20<01:42, 31.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5220/8416 [00:42<00:26, 121.45it/s]
    Epoch 2:  91%|█████████ | 30470/33666 [16:20<01:42, 31.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5221/8416 [00:42<00:26, 121.45it/s]
    Epoch 2:  91%|█████████ | 30471/33666 [16:20<01:42, 31.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5222/8416 [00:42<00:26, 121.45it/s]
    Epoch 2:  91%|█████████ | 30472/33666 [16:20<01:42, 31.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5223/8416 [00:43<00:26, 121.45it/s]
    Epoch 2:  91%|█████████ | 30473/33666 [16:20<01:42, 31.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5224/8416 [00:43<00:26, 121.45it/s]
    Epoch 2:  91%|█████████ | 30474/33666 [16:20<01:42, 31.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5225/8416 [00:43<00:26, 121.45it/s]
    Epoch 2:  91%|█████████ | 30475/33666 [16:20<01:42, 31.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5226/8416 [00:43<00:26, 121.45it/s]
    Epoch 2:  91%|█████████ | 30476/33666 [16:20<01:42, 31.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5227/8416 [00:43<00:26, 121.45it/s]
    Epoch 2:  91%|█████████ | 30477/33666 [16:20<01:42, 31.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5228/8416 [00:43<00:26, 121.45it/s]
    Epoch 2:  91%|█████████ | 30478/33666 [16:20<01:42, 31.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5229/8416 [00:43<00:26, 121.45it/s]
    Epoch 2:  91%|█████████ | 30479/33666 [16:20<01:42, 31.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5230/8416 [00:43<00:26, 121.45it/s]
    Epoch 2:  91%|█████████ | 30480/33666 [16:20<01:42, 31.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5231/8416 [00:43<00:26, 121.45it/s]
    Epoch 2:  91%|█████████ | 30481/33666 [16:20<01:42, 31.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5232/8416 [00:43<00:26, 121.45it/s]
    Epoch 2:  91%|█████████ | 30482/33666 [16:20<01:42, 31.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5233/8416 [00:43<00:26, 121.45it/s]
    Epoch 2:  91%|█████████ | 30483/33666 [16:20<01:42, 31.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5234/8416 [00:43<00:26, 121.45it/s]
    Epoch 2:  91%|█████████ | 30484/33666 [16:20<01:42, 31.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5235/8416 [00:43<00:26, 121.45it/s]
    Epoch 2:  91%|█████████ | 30485/33666 [16:20<01:42, 31.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5236/8416 [00:43<00:26, 121.45it/s]
    Epoch 2:  91%|█████████ | 30486/33666 [16:20<01:42, 31.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5237/8416 [00:43<00:26, 121.45it/s]
    Epoch 2:  91%|█████████ | 30487/33666 [16:20<01:42, 31.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5238/8416 [00:43<00:26, 121.45it/s]
    Epoch 2:  91%|█████████ | 30488/33666 [16:20<01:42, 31.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5239/8416 [00:43<00:26, 121.44it/s]
    Epoch 2:  91%|█████████ | 30489/33666 [16:20<01:42, 31.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5240/8416 [00:43<00:26, 121.44it/s]
    Epoch 2:  91%|█████████ | 30490/33666 [16:20<01:42, 31.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5241/8416 [00:43<00:26, 121.44it/s]
    Epoch 2:  91%|█████████ | 30491/33666 [16:20<01:42, 31.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5242/8416 [00:43<00:26, 121.44it/s]
    Epoch 2:  91%|█████████ | 30492/33666 [16:20<01:42, 31.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5243/8416 [00:43<00:26, 121.44it/s]
    Epoch 2:  91%|█████████ | 30493/33666 [16:20<01:42, 31.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5244/8416 [00:43<00:26, 121.44it/s]
    Epoch 2:  91%|█████████ | 30494/33666 [16:20<01:42, 31.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5245/8416 [00:43<00:26, 121.44it/s]
    Epoch 2:  91%|█████████ | 30495/33666 [16:20<01:41, 31.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5246/8416 [00:43<00:26, 121.44it/s]
    Epoch 2:  91%|█████████ | 30496/33666 [16:20<01:41, 31.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5247/8416 [00:43<00:26, 121.44it/s]
    Epoch 2:  91%|█████████ | 30497/33666 [16:20<01:41, 31.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5248/8416 [00:43<00:26, 121.44it/s]
    Epoch 2:  91%|█████████ | 30498/33666 [16:20<01:41, 31.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5249/8416 [00:43<00:26, 121.44it/s]
    Epoch 2:  91%|█████████ | 30499/33666 [16:20<01:41, 31.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5250/8416 [00:43<00:26, 121.44it/s]
    Epoch 2:  91%|█████████ | 30500/33666 [16:20<01:41, 31.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5251/8416 [00:43<00:26, 121.44it/s]
    Epoch 2:  91%|█████████ | 30501/33666 [16:20<01:41, 31.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5252/8416 [00:43<00:26, 121.44it/s]
    Epoch 2:  91%|█████████ | 30502/33666 [16:20<01:41, 31.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5253/8416 [00:43<00:26, 121.44it/s]
    Epoch 2:  91%|█████████ | 30503/33666 [16:20<01:41, 31.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5254/8416 [00:43<00:26, 121.44it/s]
    Epoch 2:  91%|█████████ | 30504/33666 [16:20<01:41, 31.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5255/8416 [00:43<00:26, 121.44it/s]
    Epoch 2:  91%|█████████ | 30505/33666 [16:20<01:41, 31.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5256/8416 [00:43<00:26, 121.44it/s]
    Epoch 2:  91%|█████████ | 30506/33666 [16:20<01:41, 31.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5257/8416 [00:43<00:26, 121.44it/s]
    Epoch 2:  91%|█████████ | 30507/33666 [16:20<01:41, 31.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5258/8416 [00:43<00:26, 121.44it/s]
    Epoch 2:  91%|█████████ | 30508/33666 [16:20<01:41, 31.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5259/8416 [00:43<00:25, 121.44it/s]
    Epoch 2:  91%|█████████ | 30509/33666 [16:20<01:41, 31.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  62%|██████▎   | 5260/8416 [00:43<00:25, 121.44it/s]
    Epoch 2:  91%|█████████ | 30510/33666 [16:20<01:41, 31.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5261/8416 [00:43<00:25, 121.44it/s]
    Epoch 2:  91%|█████████ | 30511/33666 [16:20<01:41, 31.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5262/8416 [00:43<00:25, 121.44it/s]
    Epoch 2:  91%|█████████ | 30512/33666 [16:20<01:41, 31.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5263/8416 [00:43<00:25, 121.44it/s]
    Epoch 2:  91%|█████████ | 30513/33666 [16:20<01:41, 31.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5264/8416 [00:43<00:25, 121.44it/s]
    Epoch 2:  91%|█████████ | 30514/33666 [16:20<01:41, 31.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5265/8416 [00:43<00:25, 121.44it/s]
    Epoch 2:  91%|█████████ | 30515/33666 [16:20<01:41, 31.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5266/8416 [00:43<00:25, 121.44it/s]
    Epoch 2:  91%|█████████ | 30516/33666 [16:20<01:41, 31.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5267/8416 [00:43<00:25, 121.44it/s]
    Epoch 2:  91%|█████████ | 30517/33666 [16:20<01:41, 31.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5268/8416 [00:43<00:25, 121.44it/s]
    Epoch 2:  91%|█████████ | 30518/33666 [16:20<01:41, 31.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5269/8416 [00:43<00:25, 121.44it/s]
    Epoch 2:  91%|█████████ | 30519/33666 [16:20<01:41, 31.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5270/8416 [00:43<00:25, 121.44it/s]
    Epoch 2:  91%|█████████ | 30520/33666 [16:20<01:41, 31.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5271/8416 [00:43<00:25, 121.44it/s]
    Epoch 2:  91%|█████████ | 30521/33666 [16:20<01:41, 31.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5272/8416 [00:43<00:25, 121.44it/s]
    Epoch 2:  91%|█████████ | 30522/33666 [16:20<01:41, 31.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5273/8416 [00:43<00:25, 121.44it/s]
    Epoch 2:  91%|█████████ | 30523/33666 [16:20<01:41, 31.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5274/8416 [00:43<00:25, 121.44it/s]
    Epoch 2:  91%|█████████ | 30524/33666 [16:20<01:40, 31.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5275/8416 [00:43<00:25, 121.44it/s]
    Epoch 2:  91%|█████████ | 30525/33666 [16:20<01:40, 31.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5276/8416 [00:43<00:25, 121.44it/s]
    Epoch 2:  91%|█████████ | 30526/33666 [16:20<01:40, 31.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5277/8416 [00:43<00:25, 121.44it/s]
    Epoch 2:  91%|█████████ | 30527/33666 [16:20<01:40, 31.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5278/8416 [00:43<00:25, 121.43it/s]
    Epoch 2:  91%|█████████ | 30528/33666 [16:20<01:40, 31.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5279/8416 [00:43<00:25, 121.43it/s]
    Epoch 2:  91%|█████████ | 30529/33666 [16:20<01:40, 31.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5280/8416 [00:43<00:25, 121.43it/s]
    Epoch 2:  91%|█████████ | 30530/33666 [16:20<01:40, 31.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5281/8416 [00:43<00:25, 121.43it/s]
    Epoch 2:  91%|█████████ | 30531/33666 [16:20<01:40, 31.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5282/8416 [00:43<00:25, 121.43it/s]
    Epoch 2:  91%|█████████ | 30532/33666 [16:20<01:40, 31.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5283/8416 [00:43<00:25, 121.43it/s]
    Epoch 2:  91%|█████████ | 30533/33666 [16:20<01:40, 31.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5284/8416 [00:43<00:25, 121.43it/s]
    Epoch 2:  91%|█████████ | 30534/33666 [16:20<01:40, 31.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5285/8416 [00:43<00:25, 121.43it/s]
    Epoch 2:  91%|█████████ | 30535/33666 [16:20<01:40, 31.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5286/8416 [00:43<00:25, 121.43it/s]
    Epoch 2:  91%|█████████ | 30536/33666 [16:20<01:40, 31.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5287/8416 [00:43<00:25, 121.43it/s]
    Epoch 2:  91%|█████████ | 30537/33666 [16:20<01:40, 31.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5288/8416 [00:43<00:25, 121.43it/s]
    Epoch 2:  91%|█████████ | 30538/33666 [16:20<01:40, 31.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5289/8416 [00:43<00:25, 121.43it/s]
    Epoch 2:  91%|█████████ | 30539/33666 [16:20<01:40, 31.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5290/8416 [00:43<00:25, 121.43it/s]
    Epoch 2:  91%|█████████ | 30540/33666 [16:21<01:40, 31.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5291/8416 [00:43<00:25, 121.43it/s]
    Epoch 2:  91%|█████████ | 30541/33666 [16:21<01:40, 31.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5292/8416 [00:43<00:25, 121.43it/s]
    Epoch 2:  91%|█████████ | 30542/33666 [16:21<01:40, 31.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5293/8416 [00:43<00:25, 121.43it/s]
    Epoch 2:  91%|█████████ | 30543/33666 [16:21<01:40, 31.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5294/8416 [00:43<00:25, 121.43it/s]
    Epoch 2:  91%|█████████ | 30544/33666 [16:21<01:40, 31.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5295/8416 [00:43<00:25, 121.43it/s]
    Epoch 2:  91%|█████████ | 30545/33666 [16:21<01:40, 31.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5296/8416 [00:43<00:25, 121.43it/s]
    Epoch 2:  91%|█████████ | 30546/33666 [16:21<01:40, 31.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5297/8416 [00:43<00:25, 121.43it/s]
    Epoch 2:  91%|█████████ | 30547/33666 [16:21<01:40, 31.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5298/8416 [00:43<00:25, 121.43it/s]
    Epoch 2:  91%|█████████ | 30548/33666 [16:21<01:40, 31.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5299/8416 [00:43<00:25, 121.43it/s]
    Epoch 2:  91%|█████████ | 30549/33666 [16:21<01:40, 31.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5300/8416 [00:43<00:25, 121.43it/s]
    Epoch 2:  91%|█████████ | 30550/33666 [16:21<01:40, 31.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5301/8416 [00:43<00:25, 121.43it/s]
    Epoch 2:  91%|█████████ | 30551/33666 [16:21<01:40, 31.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5302/8416 [00:43<00:25, 121.43it/s]
    Epoch 2:  91%|█████████ | 30552/33666 [16:21<01:39, 31.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5303/8416 [00:43<00:25, 121.43it/s]
    Epoch 2:  91%|█████████ | 30553/33666 [16:21<01:39, 31.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5304/8416 [00:43<00:25, 121.43it/s]
    Epoch 2:  91%|█████████ | 30554/33666 [16:21<01:39, 31.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5305/8416 [00:43<00:25, 121.43it/s]
    Epoch 2:  91%|█████████ | 30555/33666 [16:21<01:39, 31.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5306/8416 [00:43<00:25, 121.43it/s]
    Epoch 2:  91%|█████████ | 30556/33666 [16:21<01:39, 31.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5307/8416 [00:43<00:25, 121.43it/s]
    Epoch 2:  91%|█████████ | 30557/33666 [16:21<01:39, 31.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5308/8416 [00:43<00:25, 121.43it/s]
    Epoch 2:  91%|█████████ | 30558/33666 [16:21<01:39, 31.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5309/8416 [00:43<00:25, 121.43it/s]
    Epoch 2:  91%|█████████ | 30559/33666 [16:21<01:39, 31.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5310/8416 [00:43<00:25, 121.43it/s]
    Epoch 2:  91%|█████████ | 30560/33666 [16:21<01:39, 31.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5311/8416 [00:43<00:25, 121.43it/s]
    Epoch 2:  91%|█████████ | 30561/33666 [16:21<01:39, 31.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5312/8416 [00:43<00:25, 121.43it/s]
    Epoch 2:  91%|█████████ | 30562/33666 [16:21<01:39, 31.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5313/8416 [00:43<00:25, 121.43it/s]
    Epoch 2:  91%|█████████ | 30563/33666 [16:21<01:39, 31.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5314/8416 [00:43<00:25, 121.42it/s]
    Epoch 2:  91%|█████████ | 30564/33666 [16:21<01:39, 31.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5315/8416 [00:43<00:25, 121.42it/s]
    Epoch 2:  91%|█████████ | 30565/33666 [16:21<01:39, 31.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5316/8416 [00:43<00:25, 121.42it/s]
    Epoch 2:  91%|█████████ | 30566/33666 [16:21<01:39, 31.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5317/8416 [00:43<00:25, 121.42it/s]
    Epoch 2:  91%|█████████ | 30567/33666 [16:21<01:39, 31.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5318/8416 [00:43<00:25, 121.42it/s]
    Epoch 2:  91%|█████████ | 30568/33666 [16:21<01:39, 31.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5319/8416 [00:43<00:25, 121.42it/s]
    Epoch 2:  91%|█████████ | 30569/33666 [16:21<01:39, 31.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5320/8416 [00:43<00:25, 121.42it/s]
    Epoch 2:  91%|█████████ | 30570/33666 [16:21<01:39, 31.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5321/8416 [00:43<00:25, 121.42it/s]
    Epoch 2:  91%|█████████ | 30571/33666 [16:21<01:39, 31.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5322/8416 [00:43<00:25, 121.42it/s]
    Epoch 2:  91%|█████████ | 30572/33666 [16:21<01:39, 31.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5323/8416 [00:43<00:25, 121.42it/s]
    Epoch 2:  91%|█████████ | 30573/33666 [16:21<01:39, 31.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5324/8416 [00:43<00:25, 121.42it/s]
    Epoch 2:  91%|█████████ | 30574/33666 [16:21<01:39, 31.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5325/8416 [00:43<00:25, 121.42it/s]
    Epoch 2:  91%|█████████ | 30575/33666 [16:21<01:39, 31.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5326/8416 [00:43<00:25, 121.42it/s]
    Epoch 2:  91%|█████████ | 30576/33666 [16:21<01:39, 31.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5327/8416 [00:43<00:25, 121.42it/s]
    Epoch 2:  91%|█████████ | 30577/33666 [16:21<01:39, 31.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5328/8416 [00:43<00:25, 121.42it/s]
    Epoch 2:  91%|█████████ | 30578/33666 [16:21<01:39, 31.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5329/8416 [00:43<00:25, 121.42it/s]
    Epoch 2:  91%|█████████ | 30579/33666 [16:21<01:39, 31.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5330/8416 [00:43<00:25, 121.42it/s]
    Epoch 2:  91%|█████████ | 30580/33666 [16:21<01:39, 31.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5331/8416 [00:43<00:25, 121.42it/s]
    Epoch 2:  91%|█████████ | 30581/33666 [16:21<01:38, 31.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5332/8416 [00:43<00:25, 121.42it/s]
    Epoch 2:  91%|█████████ | 30582/33666 [16:21<01:38, 31.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5333/8416 [00:43<00:25, 121.42it/s]
    Epoch 2:  91%|█████████ | 30583/33666 [16:21<01:38, 31.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5334/8416 [00:43<00:25, 121.42it/s]
    Epoch 2:  91%|█████████ | 30584/33666 [16:21<01:38, 31.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5335/8416 [00:43<00:25, 121.42it/s]
    Epoch 2:  91%|█████████ | 30585/33666 [16:21<01:38, 31.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5336/8416 [00:43<00:25, 121.42it/s]
    Epoch 2:  91%|█████████ | 30586/33666 [16:21<01:38, 31.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5337/8416 [00:43<00:25, 121.42it/s]
    Epoch 2:  91%|█████████ | 30587/33666 [16:21<01:38, 31.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5338/8416 [00:43<00:25, 121.40it/s]
    Epoch 2:  91%|█████████ | 30588/33666 [16:21<01:38, 31.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5339/8416 [00:43<00:25, 121.41it/s]
    Epoch 2:  91%|█████████ | 30589/33666 [16:21<01:38, 31.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5340/8416 [00:43<00:25, 121.41it/s]
    Epoch 2:  91%|█████████ | 30590/33666 [16:21<01:38, 31.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5341/8416 [00:43<00:25, 121.40it/s]
    Epoch 2:  91%|█████████ | 30591/33666 [16:21<01:38, 31.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5342/8416 [00:44<00:25, 121.40it/s]
    Epoch 2:  91%|█████████ | 30592/33666 [16:21<01:38, 31.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5343/8416 [00:44<00:25, 121.40it/s]
    Epoch 2:  91%|█████████ | 30593/33666 [16:21<01:38, 31.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5344/8416 [00:44<00:25, 121.40it/s]
    Epoch 2:  91%|█████████ | 30594/33666 [16:21<01:38, 31.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5345/8416 [00:44<00:25, 121.40it/s]
    Epoch 2:  91%|█████████ | 30595/33666 [16:21<01:38, 31.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5346/8416 [00:44<00:25, 121.40it/s]
    Epoch 2:  91%|█████████ | 30596/33666 [16:21<01:38, 31.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5347/8416 [00:44<00:25, 121.40it/s]
    Epoch 2:  91%|█████████ | 30597/33666 [16:21<01:38, 31.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5348/8416 [00:44<00:25, 121.40it/s]
    Epoch 2:  91%|█████████ | 30598/33666 [16:21<01:38, 31.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5349/8416 [00:44<00:25, 121.39it/s]
    Epoch 2:  91%|█████████ | 30599/33666 [16:21<01:38, 31.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5350/8416 [00:44<00:25, 121.39it/s]
    Epoch 2:  91%|█████████ | 30600/33666 [16:21<01:38, 31.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5351/8416 [00:44<00:25, 121.39it/s]
    Epoch 2:  91%|█████████ | 30601/33666 [16:21<01:38, 31.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5352/8416 [00:44<00:25, 121.39it/s]
    Epoch 2:  91%|█████████ | 30602/33666 [16:21<01:38, 31.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5353/8416 [00:44<00:25, 121.39it/s]
    Epoch 2:  91%|█████████ | 30603/33666 [16:21<01:38, 31.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5354/8416 [00:44<00:25, 121.39it/s]
    Epoch 2:  91%|█████████ | 30604/33666 [16:21<01:38, 31.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5355/8416 [00:44<00:25, 121.39it/s]
    Epoch 2:  91%|█████████ | 30605/33666 [16:21<01:38, 31.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5356/8416 [00:44<00:25, 121.39it/s]
    Epoch 2:  91%|█████████ | 30606/33666 [16:21<01:38, 31.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5357/8416 [00:44<00:25, 121.38it/s]
    Epoch 2:  91%|█████████ | 30607/33666 [16:21<01:38, 31.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5358/8416 [00:44<00:25, 121.38it/s]
    Epoch 2:  91%|█████████ | 30608/33666 [16:21<01:38, 31.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5359/8416 [00:44<00:25, 121.38it/s]
    Epoch 2:  91%|█████████ | 30609/33666 [16:21<01:38, 31.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5360/8416 [00:44<00:25, 121.38it/s]
    Epoch 2:  91%|█████████ | 30610/33666 [16:21<01:37, 31.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5361/8416 [00:44<00:25, 121.38it/s]
    Epoch 2:  91%|█████████ | 30611/33666 [16:21<01:37, 31.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5362/8416 [00:44<00:25, 121.38it/s]
    Epoch 2:  91%|█████████ | 30612/33666 [16:21<01:37, 31.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5363/8416 [00:44<00:25, 121.38it/s]
    Epoch 2:  91%|█████████ | 30613/33666 [16:21<01:37, 31.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5364/8416 [00:44<00:25, 121.38it/s]
    Epoch 2:  91%|█████████ | 30614/33666 [16:21<01:37, 31.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5365/8416 [00:44<00:25, 121.37it/s]
    Epoch 2:  91%|█████████ | 30615/33666 [16:21<01:37, 31.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5366/8416 [00:44<00:25, 121.37it/s]
    Epoch 2:  91%|█████████ | 30616/33666 [16:21<01:37, 31.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5367/8416 [00:44<00:25, 121.37it/s]
    Epoch 2:  91%|█████████ | 30617/33666 [16:21<01:37, 31.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5368/8416 [00:44<00:25, 121.37it/s]
    Epoch 2:  91%|█████████ | 30618/33666 [16:21<01:37, 31.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5369/8416 [00:44<00:25, 121.37it/s]
    Epoch 2:  91%|█████████ | 30619/33666 [16:21<01:37, 31.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5370/8416 [00:44<00:25, 121.37it/s]
    Epoch 2:  91%|█████████ | 30620/33666 [16:21<01:37, 31.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5371/8416 [00:44<00:25, 121.37it/s]
    Epoch 2:  91%|█████████ | 30621/33666 [16:21<01:37, 31.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5372/8416 [00:44<00:25, 121.37it/s]
    Epoch 2:  91%|█████████ | 30622/33666 [16:21<01:37, 31.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5373/8416 [00:44<00:25, 121.36it/s]
    Epoch 2:  91%|█████████ | 30623/33666 [16:21<01:37, 31.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5374/8416 [00:44<00:25, 121.36it/s]
    Epoch 2:  91%|█████████ | 30624/33666 [16:21<01:37, 31.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5375/8416 [00:44<00:25, 121.36it/s]
    Epoch 2:  91%|█████████ | 30625/33666 [16:21<01:37, 31.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5376/8416 [00:44<00:25, 121.36it/s]
    Epoch 2:  91%|█████████ | 30626/33666 [16:21<01:37, 31.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5377/8416 [00:44<00:25, 121.34it/s]
    Epoch 2:  91%|█████████ | 30627/33666 [16:21<01:37, 31.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5378/8416 [00:44<00:25, 121.33it/s]
    Epoch 2:  91%|█████████ | 30628/33666 [16:21<01:37, 31.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5379/8416 [00:44<00:25, 121.33it/s]
    Epoch 2:  91%|█████████ | 30629/33666 [16:21<01:37, 31.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5380/8416 [00:44<00:25, 121.33it/s]
    Epoch 2:  91%|█████████ | 30630/33666 [16:21<01:37, 31.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5381/8416 [00:44<00:25, 121.33it/s]
    Epoch 2:  91%|█████████ | 30631/33666 [16:21<01:37, 31.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5382/8416 [00:44<00:25, 121.33it/s]
    Epoch 2:  91%|█████████ | 30632/33666 [16:21<01:37, 31.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5383/8416 [00:44<00:24, 121.33it/s]
    Epoch 2:  91%|█████████ | 30633/33666 [16:21<01:37, 31.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5384/8416 [00:44<00:24, 121.33it/s]
    Epoch 2:  91%|█████████ | 30634/33666 [16:21<01:37, 31.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5385/8416 [00:44<00:24, 121.32it/s]
    Epoch 2:  91%|█████████ | 30635/33666 [16:21<01:37, 31.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5386/8416 [00:44<00:24, 121.32it/s]
    Epoch 2:  91%|█████████ | 30636/33666 [16:21<01:37, 31.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5387/8416 [00:44<00:24, 121.32it/s]
    Epoch 2:  91%|█████████ | 30637/33666 [16:21<01:37, 31.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5388/8416 [00:44<00:24, 121.32it/s]
    Epoch 2:  91%|█████████ | 30638/33666 [16:21<01:37, 31.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5389/8416 [00:44<00:24, 121.32it/s]
    Epoch 2:  91%|█████████ | 30639/33666 [16:21<01:37, 31.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5390/8416 [00:44<00:24, 121.32it/s]
    Epoch 2:  91%|█████████ | 30640/33666 [16:21<01:36, 31.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5391/8416 [00:44<00:24, 121.32it/s]
    Epoch 2:  91%|█████████ | 30641/33666 [16:21<01:36, 31.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5392/8416 [00:44<00:24, 121.32it/s]
    Epoch 2:  91%|█████████ | 30642/33666 [16:21<01:36, 31.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5393/8416 [00:44<00:24, 121.32it/s]
    Epoch 2:  91%|█████████ | 30643/33666 [16:21<01:36, 31.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5394/8416 [00:44<00:24, 121.32it/s]
    Epoch 2:  91%|█████████ | 30644/33666 [16:21<01:36, 31.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5395/8416 [00:44<00:24, 121.32it/s]
    Epoch 2:  91%|█████████ | 30645/33666 [16:21<01:36, 31.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5396/8416 [00:44<00:24, 121.32it/s]
    Epoch 2:  91%|█████████ | 30646/33666 [16:21<01:36, 31.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5397/8416 [00:44<00:24, 121.32it/s]
    Epoch 2:  91%|█████████ | 30647/33666 [16:21<01:36, 31.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5398/8416 [00:44<00:24, 121.31it/s]
    Epoch 2:  91%|█████████ | 30648/33666 [16:21<01:36, 31.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5399/8416 [00:44<00:24, 121.31it/s]
    Epoch 2:  91%|█████████ | 30649/33666 [16:21<01:36, 31.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5400/8416 [00:44<00:24, 121.31it/s]
    Epoch 2:  91%|█████████ | 30650/33666 [16:21<01:36, 31.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5401/8416 [00:44<00:24, 121.31it/s]
    Epoch 2:  91%|█████████ | 30651/33666 [16:21<01:36, 31.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5402/8416 [00:44<00:24, 121.31it/s]
    Epoch 2:  91%|█████████ | 30652/33666 [16:21<01:36, 31.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5403/8416 [00:44<00:24, 121.31it/s]
    Epoch 2:  91%|█████████ | 30653/33666 [16:21<01:36, 31.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5404/8416 [00:44<00:24, 121.31it/s]
    Epoch 2:  91%|█████████ | 30654/33666 [16:21<01:36, 31.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5405/8416 [00:44<00:24, 121.31it/s]
    Epoch 2:  91%|█████████ | 30655/33666 [16:21<01:36, 31.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5406/8416 [00:44<00:24, 121.31it/s]
    Epoch 2:  91%|█████████ | 30656/33666 [16:22<01:36, 31.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5407/8416 [00:44<00:24, 121.31it/s]
    Epoch 2:  91%|█████████ | 30657/33666 [16:22<01:36, 31.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5408/8416 [00:44<00:24, 121.31it/s]
    Epoch 2:  91%|█████████ | 30658/33666 [16:22<01:36, 31.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5409/8416 [00:44<00:24, 121.31it/s]
    Epoch 2:  91%|█████████ | 30659/33666 [16:22<01:36, 31.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5410/8416 [00:44<00:24, 121.31it/s]
    Epoch 2:  91%|█████████ | 30660/33666 [16:22<01:36, 31.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5411/8416 [00:44<00:24, 121.31it/s]
    Epoch 2:  91%|█████████ | 30661/33666 [16:22<01:36, 31.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5412/8416 [00:44<00:24, 121.31it/s]
    Epoch 2:  91%|█████████ | 30662/33666 [16:22<01:36, 31.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5413/8416 [00:44<00:24, 121.31it/s]
    Epoch 2:  91%|█████████ | 30663/33666 [16:22<01:36, 31.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5414/8416 [00:44<00:24, 121.30it/s]
    Epoch 2:  91%|█████████ | 30664/33666 [16:22<01:36, 31.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5415/8416 [00:44<00:24, 121.30it/s]
    Epoch 2:  91%|█████████ | 30665/33666 [16:22<01:36, 31.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5416/8416 [00:44<00:24, 121.30it/s]
    Epoch 2:  91%|█████████ | 30666/33666 [16:22<01:36, 31.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5417/8416 [00:44<00:24, 121.30it/s]
    Epoch 2:  91%|█████████ | 30667/33666 [16:22<01:36, 31.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5418/8416 [00:44<00:24, 121.30it/s]
    Epoch 2:  91%|█████████ | 30668/33666 [16:22<01:36, 31.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5419/8416 [00:44<00:24, 121.30it/s]
    Epoch 2:  91%|█████████ | 30669/33666 [16:22<01:35, 31.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5420/8416 [00:44<00:24, 121.30it/s]
    Epoch 2:  91%|█████████ | 30670/33666 [16:22<01:35, 31.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5421/8416 [00:44<00:24, 121.30it/s]
    Epoch 2:  91%|█████████ | 30671/33666 [16:22<01:35, 31.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5422/8416 [00:44<00:24, 121.30it/s]
    Epoch 2:  91%|█████████ | 30672/33666 [16:22<01:35, 31.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5423/8416 [00:44<00:24, 121.30it/s]
    Epoch 2:  91%|█████████ | 30673/33666 [16:22<01:35, 31.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5424/8416 [00:44<00:24, 121.30it/s]
    Epoch 2:  91%|█████████ | 30674/33666 [16:22<01:35, 31.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5425/8416 [00:44<00:24, 121.30it/s]
    Epoch 2:  91%|█████████ | 30675/33666 [16:22<01:35, 31.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5426/8416 [00:44<00:24, 121.30it/s]
    Epoch 2:  91%|█████████ | 30676/33666 [16:22<01:35, 31.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5427/8416 [00:44<00:24, 121.30it/s]
    Epoch 2:  91%|█████████ | 30677/33666 [16:22<01:35, 31.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5428/8416 [00:44<00:24, 121.30it/s]
    Epoch 2:  91%|█████████ | 30678/33666 [16:22<01:35, 31.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5429/8416 [00:44<00:24, 121.30it/s]
    Epoch 2:  91%|█████████ | 30679/33666 [16:22<01:35, 31.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5430/8416 [00:44<00:24, 121.29it/s]
    Epoch 2:  91%|█████████ | 30680/33666 [16:22<01:35, 31.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5431/8416 [00:44<00:24, 121.29it/s]
    Epoch 2:  91%|█████████ | 30681/33666 [16:22<01:35, 31.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5432/8416 [00:44<00:24, 121.29it/s]
    Epoch 2:  91%|█████████ | 30682/33666 [16:22<01:35, 31.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5433/8416 [00:44<00:24, 121.29it/s]
    Epoch 2:  91%|█████████ | 30683/33666 [16:22<01:35, 31.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5434/8416 [00:44<00:24, 121.29it/s]
    Epoch 2:  91%|█████████ | 30684/33666 [16:22<01:35, 31.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5435/8416 [00:44<00:24, 121.29it/s]
    Epoch 2:  91%|█████████ | 30685/33666 [16:22<01:35, 31.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5436/8416 [00:44<00:24, 121.29it/s]
    Epoch 2:  91%|█████████ | 30686/33666 [16:22<01:35, 31.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5437/8416 [00:44<00:24, 121.29it/s]
    Epoch 2:  91%|█████████ | 30687/33666 [16:22<01:35, 31.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5438/8416 [00:44<00:24, 121.29it/s]
    Epoch 2:  91%|█████████ | 30688/33666 [16:22<01:35, 31.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5439/8416 [00:44<00:24, 121.29it/s]
    Epoch 2:  91%|█████████ | 30689/33666 [16:22<01:35, 31.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5440/8416 [00:44<00:24, 121.29it/s]
    Epoch 2:  91%|█████████ | 30690/33666 [16:22<01:35, 31.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5441/8416 [00:44<00:24, 121.29it/s]
    Epoch 2:  91%|█████████ | 30691/33666 [16:22<01:35, 31.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5442/8416 [00:44<00:24, 121.28it/s]
    Epoch 2:  91%|█████████ | 30692/33666 [16:22<01:35, 31.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5443/8416 [00:44<00:24, 121.28it/s]
    Epoch 2:  91%|█████████ | 30693/33666 [16:22<01:35, 31.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5444/8416 [00:44<00:24, 121.28it/s]
    Epoch 2:  91%|█████████ | 30694/33666 [16:22<01:35, 31.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5445/8416 [00:44<00:24, 121.28it/s]
    Epoch 2:  91%|█████████ | 30695/33666 [16:22<01:35, 31.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5446/8416 [00:44<00:24, 121.28it/s]
    Epoch 2:  91%|█████████ | 30696/33666 [16:22<01:35, 31.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5447/8416 [00:44<00:24, 121.28it/s]
    Epoch 2:  91%|█████████ | 30697/33666 [16:22<01:35, 31.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5448/8416 [00:44<00:24, 121.28it/s]
    Epoch 2:  91%|█████████ | 30698/33666 [16:22<01:34, 31.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5449/8416 [00:44<00:24, 121.28it/s]
    Epoch 2:  91%|█████████ | 30699/33666 [16:22<01:34, 31.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5450/8416 [00:44<00:24, 121.28it/s]
    Epoch 2:  91%|█████████ | 30700/33666 [16:22<01:34, 31.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5451/8416 [00:44<00:24, 121.28it/s]
    Epoch 2:  91%|█████████ | 30701/33666 [16:22<01:34, 31.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5452/8416 [00:44<00:24, 121.28it/s]
    Epoch 2:  91%|█████████ | 30702/33666 [16:22<01:34, 31.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5453/8416 [00:44<00:24, 121.28it/s]
    Epoch 2:  91%|█████████ | 30703/33666 [16:22<01:34, 31.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5454/8416 [00:44<00:24, 121.27it/s]
    Epoch 2:  91%|█████████ | 30704/33666 [16:22<01:34, 31.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5455/8416 [00:44<00:24, 121.27it/s]
    Epoch 2:  91%|█████████ | 30705/33666 [16:22<01:34, 31.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5456/8416 [00:44<00:24, 121.27it/s]
    Epoch 2:  91%|█████████ | 30706/33666 [16:22<01:34, 31.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5457/8416 [00:44<00:24, 121.27it/s]
    Epoch 2:  91%|█████████ | 30707/33666 [16:22<01:34, 31.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5458/8416 [00:45<00:24, 121.27it/s]
    Epoch 2:  91%|█████████ | 30708/33666 [16:22<01:34, 31.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5459/8416 [00:45<00:24, 121.27it/s]
    Epoch 2:  91%|█████████ | 30709/33666 [16:22<01:34, 31.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5460/8416 [00:45<00:24, 121.27it/s]
    Epoch 2:  91%|█████████ | 30710/33666 [16:22<01:34, 31.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5461/8416 [00:45<00:24, 121.27it/s]
    Epoch 2:  91%|█████████ | 30711/33666 [16:22<01:34, 31.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5462/8416 [00:45<00:24, 121.27it/s]
    Epoch 2:  91%|█████████ | 30712/33666 [16:22<01:34, 31.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5463/8416 [00:45<00:24, 121.27it/s]
    Epoch 2:  91%|█████████ | 30713/33666 [16:22<01:34, 31.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5464/8416 [00:45<00:24, 121.27it/s]
    Epoch 2:  91%|█████████ | 30714/33666 [16:22<01:34, 31.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5465/8416 [00:45<00:24, 121.27it/s]
    Epoch 2:  91%|█████████ | 30715/33666 [16:22<01:34, 31.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5466/8416 [00:45<00:24, 121.27it/s]
    Epoch 2:  91%|█████████ | 30716/33666 [16:22<01:34, 31.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5467/8416 [00:45<00:24, 121.27it/s]
    Epoch 2:  91%|█████████ | 30717/33666 [16:22<01:34, 31.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5468/8416 [00:45<00:24, 121.28it/s]
    Epoch 2:  91%|█████████ | 30718/33666 [16:22<01:34, 31.26it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5469/8416 [00:45<00:24, 121.27it/s]
    Epoch 2:  91%|█████████ | 30719/33666 [16:22<01:34, 31.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5470/8416 [00:45<00:24, 121.27it/s]
    Epoch 2:  91%|█████████ | 30720/33666 [16:22<01:34, 31.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5471/8416 [00:45<00:24, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30721/33666 [16:22<01:34, 31.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5472/8416 [00:45<00:24, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30722/33666 [16:22<01:34, 31.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5473/8416 [00:45<00:24, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30723/33666 [16:22<01:34, 31.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5474/8416 [00:45<00:24, 121.28it/s]
    Epoch 2:  91%|█████████▏| 30724/33666 [16:22<01:34, 31.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5475/8416 [00:45<00:24, 121.28it/s]
    Epoch 2:  91%|█████████▏| 30725/33666 [16:22<01:34, 31.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5476/8416 [00:45<00:24, 121.28it/s]
    Epoch 2:  91%|█████████▏| 30726/33666 [16:22<01:34, 31.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5477/8416 [00:45<00:24, 121.28it/s]
    Epoch 2:  91%|█████████▏| 30727/33666 [16:22<01:33, 31.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5478/8416 [00:45<00:24, 121.28it/s]
    Epoch 2:  91%|█████████▏| 30728/33666 [16:22<01:33, 31.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5479/8416 [00:45<00:24, 121.28it/s]
    Epoch 2:  91%|█████████▏| 30729/33666 [16:22<01:33, 31.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5480/8416 [00:45<00:24, 121.28it/s]
    Epoch 2:  91%|█████████▏| 30730/33666 [16:22<01:33, 31.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5481/8416 [00:45<00:24, 121.28it/s]
    Epoch 2:  91%|█████████▏| 30731/33666 [16:22<01:33, 31.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5482/8416 [00:45<00:24, 121.28it/s]
    Epoch 2:  91%|█████████▏| 30732/33666 [16:22<01:33, 31.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5483/8416 [00:45<00:24, 121.28it/s]
    Epoch 2:  91%|█████████▏| 30733/33666 [16:22<01:33, 31.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5484/8416 [00:45<00:24, 121.28it/s]
    Epoch 2:  91%|█████████▏| 30734/33666 [16:22<01:33, 31.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5485/8416 [00:45<00:24, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30735/33666 [16:22<01:33, 31.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5486/8416 [00:45<00:24, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30736/33666 [16:22<01:33, 31.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5487/8416 [00:45<00:24, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30737/33666 [16:22<01:33, 31.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5488/8416 [00:45<00:24, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30738/33666 [16:22<01:33, 31.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5489/8416 [00:45<00:24, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30739/33666 [16:22<01:33, 31.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5490/8416 [00:45<00:24, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30740/33666 [16:22<01:33, 31.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5491/8416 [00:45<00:24, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30741/33666 [16:22<01:33, 31.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5492/8416 [00:45<00:24, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30742/33666 [16:22<01:33, 31.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5493/8416 [00:45<00:24, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30743/33666 [16:22<01:33, 31.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5494/8416 [00:45<00:24, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30744/33666 [16:22<01:33, 31.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5495/8416 [00:45<00:24, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30745/33666 [16:22<01:33, 31.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5496/8416 [00:45<00:24, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30746/33666 [16:22<01:33, 31.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5497/8416 [00:45<00:24, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30747/33666 [16:22<01:33, 31.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5498/8416 [00:45<00:24, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30748/33666 [16:22<01:33, 31.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5499/8416 [00:45<00:24, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30749/33666 [16:22<01:33, 31.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5500/8416 [00:45<00:24, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30750/33666 [16:22<01:33, 31.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5501/8416 [00:45<00:24, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30751/33666 [16:22<01:33, 31.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5502/8416 [00:45<00:24, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30752/33666 [16:22<01:33, 31.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5503/8416 [00:45<00:24, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30753/33666 [16:22<01:33, 31.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5504/8416 [00:45<00:24, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30754/33666 [16:22<01:33, 31.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5505/8416 [00:45<00:24, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30755/33666 [16:22<01:33, 31.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5506/8416 [00:45<00:23, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30756/33666 [16:22<01:32, 31.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5507/8416 [00:45<00:23, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30757/33666 [16:22<01:32, 31.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5508/8416 [00:45<00:23, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30758/33666 [16:22<01:32, 31.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5509/8416 [00:45<00:23, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30759/33666 [16:22<01:32, 31.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5510/8416 [00:45<00:23, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30760/33666 [16:22<01:32, 31.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5511/8416 [00:45<00:23, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30761/33666 [16:22<01:32, 31.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5512/8416 [00:45<00:23, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30762/33666 [16:22<01:32, 31.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5513/8416 [00:45<00:23, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30763/33666 [16:22<01:32, 31.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5514/8416 [00:45<00:23, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30764/33666 [16:22<01:32, 31.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5515/8416 [00:45<00:23, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30765/33666 [16:22<01:32, 31.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5516/8416 [00:45<00:23, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30766/33666 [16:22<01:32, 31.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5517/8416 [00:45<00:23, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30767/33666 [16:22<01:32, 31.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5518/8416 [00:45<00:23, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30768/33666 [16:22<01:32, 31.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5519/8416 [00:45<00:23, 121.26it/s]
    Epoch 2:  91%|█████████▏| 30769/33666 [16:22<01:32, 31.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5520/8416 [00:45<00:23, 121.26it/s]
    Epoch 2:  91%|█████████▏| 30770/33666 [16:22<01:32, 31.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5521/8416 [00:45<00:23, 121.26it/s]
    Epoch 2:  91%|█████████▏| 30771/33666 [16:22<01:32, 31.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5522/8416 [00:45<00:23, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30772/33666 [16:22<01:32, 31.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5523/8416 [00:45<00:23, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30773/33666 [16:22<01:32, 31.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5524/8416 [00:45<00:23, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30774/33666 [16:22<01:32, 31.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5525/8416 [00:45<00:23, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30775/33666 [16:22<01:32, 31.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5526/8416 [00:45<00:23, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30776/33666 [16:23<01:32, 31.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5527/8416 [00:45<00:23, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30777/33666 [16:23<01:32, 31.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5528/8416 [00:45<00:23, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30778/33666 [16:23<01:32, 31.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5529/8416 [00:45<00:23, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30779/33666 [16:23<01:32, 31.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5530/8416 [00:45<00:23, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30780/33666 [16:23<01:32, 31.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5531/8416 [00:45<00:23, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30781/33666 [16:23<01:32, 31.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5532/8416 [00:45<00:23, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30782/33666 [16:23<01:32, 31.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5533/8416 [00:45<00:23, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30783/33666 [16:23<01:32, 31.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5534/8416 [00:45<00:23, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30784/33666 [16:23<01:32, 31.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5535/8416 [00:45<00:23, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30785/33666 [16:23<01:32, 31.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5536/8416 [00:45<00:23, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30786/33666 [16:23<01:31, 31.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5537/8416 [00:45<00:23, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30787/33666 [16:23<01:31, 31.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5538/8416 [00:45<00:23, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30788/33666 [16:23<01:31, 31.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5539/8416 [00:45<00:23, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30789/33666 [16:23<01:31, 31.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5540/8416 [00:45<00:23, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30790/33666 [16:23<01:31, 31.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5541/8416 [00:45<00:23, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30791/33666 [16:23<01:31, 31.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5542/8416 [00:45<00:23, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30792/33666 [16:23<01:31, 31.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5543/8416 [00:45<00:23, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30793/33666 [16:23<01:31, 31.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5544/8416 [00:45<00:23, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30794/33666 [16:23<01:31, 31.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5545/8416 [00:45<00:23, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30795/33666 [16:23<01:31, 31.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5546/8416 [00:45<00:23, 121.27it/s]
    Epoch 2:  91%|█████████▏| 30796/33666 [16:23<01:31, 31.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5547/8416 [00:45<00:23, 121.25it/s]
    Epoch 2:  91%|█████████▏| 30797/33666 [16:23<01:31, 31.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5548/8416 [00:45<00:23, 121.25it/s]
    Epoch 2:  91%|█████████▏| 30798/33666 [16:23<01:31, 31.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5549/8416 [00:45<00:23, 121.25it/s]
    Epoch 2:  91%|█████████▏| 30799/33666 [16:23<01:31, 31.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5550/8416 [00:45<00:23, 121.24it/s]
    Epoch 2:  91%|█████████▏| 30800/33666 [16:23<01:31, 31.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5551/8416 [00:45<00:23, 121.24it/s]
    Epoch 2:  91%|█████████▏| 30801/33666 [16:23<01:31, 31.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5552/8416 [00:45<00:23, 121.24it/s]
    Epoch 2:  91%|█████████▏| 30802/33666 [16:23<01:31, 31.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5553/8416 [00:45<00:23, 121.24it/s]
    Epoch 2:  91%|█████████▏| 30803/33666 [16:23<01:31, 31.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5554/8416 [00:45<00:23, 121.24it/s]
    Epoch 2:  91%|█████████▏| 30804/33666 [16:23<01:31, 31.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5555/8416 [00:45<00:23, 121.24it/s]
    Epoch 2:  92%|█████████▏| 30805/33666 [16:23<01:31, 31.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5556/8416 [00:45<00:23, 121.24it/s]
    Epoch 2:  92%|█████████▏| 30806/33666 [16:23<01:31, 31.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5557/8416 [00:45<00:23, 121.24it/s]
    Epoch 2:  92%|█████████▏| 30807/33666 [16:23<01:31, 31.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5558/8416 [00:45<00:23, 121.24it/s]
    Epoch 2:  92%|█████████▏| 30808/33666 [16:23<01:31, 31.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5559/8416 [00:45<00:23, 121.24it/s]
    Epoch 2:  92%|█████████▏| 30809/33666 [16:23<01:31, 31.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5560/8416 [00:45<00:23, 121.24it/s]
    Epoch 2:  92%|█████████▏| 30810/33666 [16:23<01:31, 31.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5561/8416 [00:45<00:23, 121.24it/s]
    Epoch 2:  92%|█████████▏| 30811/33666 [16:23<01:31, 31.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5562/8416 [00:45<00:23, 121.24it/s]
    Epoch 2:  92%|█████████▏| 30812/33666 [16:23<01:31, 31.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5563/8416 [00:45<00:23, 121.23it/s]
    Epoch 2:  92%|█████████▏| 30813/33666 [16:23<01:31, 31.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5564/8416 [00:45<00:23, 121.23it/s]
    Epoch 2:  92%|█████████▏| 30814/33666 [16:23<01:31, 31.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5565/8416 [00:45<00:23, 121.23it/s]
    Epoch 2:  92%|█████████▏| 30815/33666 [16:23<01:30, 31.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5566/8416 [00:45<00:23, 121.23it/s]
    Epoch 2:  92%|█████████▏| 30816/33666 [16:23<01:30, 31.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5567/8416 [00:45<00:23, 121.23it/s]
    Epoch 2:  92%|█████████▏| 30817/33666 [16:23<01:30, 31.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5568/8416 [00:45<00:23, 121.23it/s]
    Epoch 2:  92%|█████████▏| 30818/33666 [16:23<01:30, 31.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5569/8416 [00:45<00:23, 121.23it/s]
    Epoch 2:  92%|█████████▏| 30819/33666 [16:23<01:30, 31.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5570/8416 [00:45<00:23, 121.23it/s]
    Epoch 2:  92%|█████████▏| 30820/33666 [16:23<01:30, 31.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5571/8416 [00:45<00:23, 121.23it/s]
    Epoch 2:  92%|█████████▏| 30821/33666 [16:23<01:30, 31.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5572/8416 [00:45<00:23, 121.23it/s]
    Epoch 2:  92%|█████████▏| 30822/33666 [16:23<01:30, 31.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5573/8416 [00:45<00:23, 121.23it/s]
    Epoch 2:  92%|█████████▏| 30823/33666 [16:23<01:30, 31.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5574/8416 [00:45<00:23, 121.23it/s]
    Epoch 2:  92%|█████████▏| 30824/33666 [16:23<01:30, 31.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5575/8416 [00:45<00:23, 121.23it/s]
    Epoch 2:  92%|█████████▏| 30825/33666 [16:23<01:30, 31.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5576/8416 [00:45<00:23, 121.23it/s]
    Epoch 2:  92%|█████████▏| 30826/33666 [16:23<01:30, 31.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5577/8416 [00:46<00:23, 121.23it/s]
    Epoch 2:  92%|█████████▏| 30827/33666 [16:23<01:30, 31.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5578/8416 [00:46<00:23, 121.24it/s]
    Epoch 2:  92%|█████████▏| 30828/33666 [16:23<01:30, 31.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5579/8416 [00:46<00:23, 121.24it/s]
    Epoch 2:  92%|█████████▏| 30829/33666 [16:23<01:30, 31.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5580/8416 [00:46<00:23, 121.24it/s]
    Epoch 2:  92%|█████████▏| 30830/33666 [16:23<01:30, 31.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5581/8416 [00:46<00:23, 121.24it/s]
    Epoch 2:  92%|█████████▏| 30831/33666 [16:23<01:30, 31.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5582/8416 [00:46<00:23, 121.24it/s]
    Epoch 2:  92%|█████████▏| 30832/33666 [16:23<01:30, 31.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5583/8416 [00:46<00:23, 121.24it/s]
    Epoch 2:  92%|█████████▏| 30833/33666 [16:23<01:30, 31.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5584/8416 [00:46<00:23, 121.24it/s]
    Epoch 2:  92%|█████████▏| 30834/33666 [16:23<01:30, 31.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5585/8416 [00:46<00:23, 121.24it/s]
    Epoch 2:  92%|█████████▏| 30835/33666 [16:23<01:30, 31.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5586/8416 [00:46<00:23, 121.24it/s]
    Epoch 2:  92%|█████████▏| 30836/33666 [16:23<01:30, 31.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5587/8416 [00:46<00:23, 121.24it/s]
    Epoch 2:  92%|█████████▏| 30837/33666 [16:23<01:30, 31.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5588/8416 [00:46<00:23, 121.24it/s]
    Epoch 2:  92%|█████████▏| 30838/33666 [16:23<01:30, 31.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5589/8416 [00:46<00:23, 121.24it/s]
    Epoch 2:  92%|█████████▏| 30839/33666 [16:23<01:30, 31.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5590/8416 [00:46<00:23, 121.24it/s]
    Epoch 2:  92%|█████████▏| 30840/33666 [16:23<01:30, 31.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5591/8416 [00:46<00:23, 121.23it/s]
    Epoch 2:  92%|█████████▏| 30841/33666 [16:23<01:30, 31.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5592/8416 [00:46<00:23, 121.23it/s]
    Epoch 2:  92%|█████████▏| 30842/33666 [16:23<01:30, 31.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5593/8416 [00:46<00:23, 121.23it/s]
    Epoch 2:  92%|█████████▏| 30843/33666 [16:23<01:30, 31.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5594/8416 [00:46<00:23, 121.23it/s]
    Epoch 2:  92%|█████████▏| 30844/33666 [16:23<01:29, 31.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5595/8416 [00:46<00:23, 121.23it/s]
    Epoch 2:  92%|█████████▏| 30845/33666 [16:23<01:29, 31.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5596/8416 [00:46<00:23, 121.23it/s]
    Epoch 2:  92%|█████████▏| 30846/33666 [16:23<01:29, 31.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5597/8416 [00:46<00:23, 121.23it/s]
    Epoch 2:  92%|█████████▏| 30847/33666 [16:23<01:29, 31.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5598/8416 [00:46<00:23, 121.23it/s]
    Epoch 2:  92%|█████████▏| 30848/33666 [16:23<01:29, 31.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5599/8416 [00:46<00:23, 121.22it/s]
    Epoch 2:  92%|█████████▏| 30849/33666 [16:23<01:29, 31.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5600/8416 [00:46<00:23, 121.22it/s]
    Epoch 2:  92%|█████████▏| 30850/33666 [16:23<01:29, 31.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5601/8416 [00:46<00:23, 121.22it/s]
    Epoch 2:  92%|█████████▏| 30851/33666 [16:23<01:29, 31.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5602/8416 [00:46<00:23, 121.22it/s]
    Epoch 2:  92%|█████████▏| 30852/33666 [16:23<01:29, 31.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5603/8416 [00:46<00:23, 121.22it/s]
    Epoch 2:  92%|█████████▏| 30853/33666 [16:23<01:29, 31.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5604/8416 [00:46<00:23, 121.22it/s]
    Epoch 2:  92%|█████████▏| 30854/33666 [16:23<01:29, 31.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5605/8416 [00:46<00:23, 121.22it/s]
    Epoch 2:  92%|█████████▏| 30855/33666 [16:23<01:29, 31.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5606/8416 [00:46<00:23, 121.21it/s]
    Epoch 2:  92%|█████████▏| 30856/33666 [16:23<01:29, 31.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5607/8416 [00:46<00:23, 121.21it/s]
    Epoch 2:  92%|█████████▏| 30857/33666 [16:23<01:29, 31.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5608/8416 [00:46<00:23, 121.21it/s]
    Epoch 2:  92%|█████████▏| 30858/33666 [16:23<01:29, 31.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5609/8416 [00:46<00:23, 121.21it/s]
    Epoch 2:  92%|█████████▏| 30859/33666 [16:23<01:29, 31.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5610/8416 [00:46<00:23, 121.21it/s]
    Epoch 2:  92%|█████████▏| 30860/33666 [16:23<01:29, 31.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5611/8416 [00:46<00:23, 121.21it/s]
    Epoch 2:  92%|█████████▏| 30861/33666 [16:23<01:29, 31.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5612/8416 [00:46<00:23, 121.21it/s]
    Epoch 2:  92%|█████████▏| 30862/33666 [16:23<01:29, 31.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5613/8416 [00:46<00:23, 121.21it/s]
    Epoch 2:  92%|█████████▏| 30863/33666 [16:23<01:29, 31.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5614/8416 [00:46<00:23, 121.21it/s]
    Epoch 2:  92%|█████████▏| 30864/33666 [16:23<01:29, 31.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5615/8416 [00:46<00:23, 121.21it/s]
    Epoch 2:  92%|█████████▏| 30865/33666 [16:23<01:29, 31.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5616/8416 [00:46<00:23, 121.21it/s]
    Epoch 2:  92%|█████████▏| 30866/33666 [16:23<01:29, 31.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5617/8416 [00:46<00:23, 121.21it/s]
    Epoch 2:  92%|█████████▏| 30867/33666 [16:23<01:29, 31.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5618/8416 [00:46<00:23, 121.21it/s]
    Epoch 2:  92%|█████████▏| 30868/33666 [16:23<01:29, 31.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5619/8416 [00:46<00:23, 121.21it/s]
    Epoch 2:  92%|█████████▏| 30869/33666 [16:23<01:29, 31.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5620/8416 [00:46<00:23, 121.21it/s]
    Epoch 2:  92%|█████████▏| 30870/33666 [16:23<01:29, 31.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5621/8416 [00:46<00:23, 121.21it/s]
    Epoch 2:  92%|█████████▏| 30871/33666 [16:23<01:29, 31.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5622/8416 [00:46<00:23, 121.20it/s]
    Epoch 2:  92%|█████████▏| 30872/33666 [16:23<01:29, 31.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5623/8416 [00:46<00:23, 121.20it/s]
    Epoch 2:  92%|█████████▏| 30873/33666 [16:23<01:29, 31.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5624/8416 [00:46<00:23, 121.20it/s]
    Epoch 2:  92%|█████████▏| 30874/33666 [16:23<01:28, 31.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5625/8416 [00:46<00:23, 121.20it/s]
    Epoch 2:  92%|█████████▏| 30875/33666 [16:23<01:28, 31.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5626/8416 [00:46<00:23, 121.20it/s]
    Epoch 2:  92%|█████████▏| 30876/33666 [16:23<01:28, 31.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5627/8416 [00:46<00:23, 121.20it/s]
    Epoch 2:  92%|█████████▏| 30877/33666 [16:23<01:28, 31.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5628/8416 [00:46<00:23, 121.20it/s]
    Epoch 2:  92%|█████████▏| 30878/33666 [16:23<01:28, 31.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5629/8416 [00:46<00:22, 121.20it/s]
    Epoch 2:  92%|█████████▏| 30879/33666 [16:23<01:28, 31.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5630/8416 [00:46<00:22, 121.20it/s]
    Epoch 2:  92%|█████████▏| 30880/33666 [16:23<01:28, 31.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5631/8416 [00:46<00:22, 121.20it/s]
    Epoch 2:  92%|█████████▏| 30881/33666 [16:23<01:28, 31.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5632/8416 [00:46<00:22, 121.20it/s]
    Epoch 2:  92%|█████████▏| 30882/33666 [16:23<01:28, 31.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5633/8416 [00:46<00:22, 121.20it/s]
    Epoch 2:  92%|█████████▏| 30883/33666 [16:23<01:28, 31.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5634/8416 [00:46<00:22, 121.20it/s]
    Epoch 2:  92%|█████████▏| 30884/33666 [16:23<01:28, 31.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5635/8416 [00:46<00:22, 121.20it/s]
    Epoch 2:  92%|█████████▏| 30885/33666 [16:23<01:28, 31.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5636/8416 [00:46<00:22, 121.20it/s]
    Epoch 2:  92%|█████████▏| 30886/33666 [16:23<01:28, 31.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5637/8416 [00:46<00:22, 121.20it/s]
    Epoch 2:  92%|█████████▏| 30887/33666 [16:23<01:28, 31.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5638/8416 [00:46<00:22, 121.19it/s]
    Epoch 2:  92%|█████████▏| 30888/33666 [16:23<01:28, 31.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5639/8416 [00:46<00:22, 121.19it/s]
    Epoch 2:  92%|█████████▏| 30889/33666 [16:23<01:28, 31.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5640/8416 [00:46<00:22, 121.19it/s]
    Epoch 2:  92%|█████████▏| 30890/33666 [16:23<01:28, 31.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5641/8416 [00:46<00:22, 121.19it/s]
    Epoch 2:  92%|█████████▏| 30891/33666 [16:23<01:28, 31.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5642/8416 [00:46<00:22, 121.19it/s]
    Epoch 2:  92%|█████████▏| 30892/33666 [16:23<01:28, 31.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5643/8416 [00:46<00:22, 121.19it/s]
    Epoch 2:  92%|█████████▏| 30893/33666 [16:24<01:28, 31.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5644/8416 [00:46<00:22, 121.19it/s]
    Epoch 2:  92%|█████████▏| 30894/33666 [16:24<01:28, 31.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5645/8416 [00:46<00:22, 121.19it/s]
    Epoch 2:  92%|█████████▏| 30895/33666 [16:24<01:28, 31.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5646/8416 [00:46<00:22, 121.18it/s]
    Epoch 2:  92%|█████████▏| 30896/33666 [16:24<01:28, 31.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5647/8416 [00:46<00:22, 121.18it/s]
    Epoch 2:  92%|█████████▏| 30897/33666 [16:24<01:28, 31.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5648/8416 [00:46<00:22, 121.18it/s]
    Epoch 2:  92%|█████████▏| 30898/33666 [16:24<01:28, 31.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5649/8416 [00:46<00:22, 121.17it/s]
    Epoch 2:  92%|█████████▏| 30899/33666 [16:24<01:28, 31.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5650/8416 [00:46<00:22, 121.17it/s]
    Epoch 2:  92%|█████████▏| 30900/33666 [16:24<01:28, 31.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5651/8416 [00:46<00:22, 121.17it/s]
    Epoch 2:  92%|█████████▏| 30901/33666 [16:24<01:28, 31.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5652/8416 [00:46<00:22, 121.17it/s]
    Epoch 2:  92%|█████████▏| 30902/33666 [16:24<01:28, 31.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5653/8416 [00:46<00:22, 121.17it/s]
    Epoch 2:  92%|█████████▏| 30903/33666 [16:24<01:27, 31.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5654/8416 [00:46<00:22, 121.17it/s]
    Epoch 2:  92%|█████████▏| 30904/33666 [16:24<01:27, 31.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5655/8416 [00:46<00:22, 121.17it/s]
    Epoch 2:  92%|█████████▏| 30905/33666 [16:24<01:27, 31.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5656/8416 [00:46<00:22, 121.17it/s]
    Epoch 2:  92%|█████████▏| 30906/33666 [16:24<01:27, 31.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5657/8416 [00:46<00:22, 121.17it/s]
    Epoch 2:  92%|█████████▏| 30907/33666 [16:24<01:27, 31.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5658/8416 [00:46<00:22, 121.17it/s]
    Epoch 2:  92%|█████████▏| 30908/33666 [16:24<01:27, 31.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5659/8416 [00:46<00:22, 121.17it/s]
    Epoch 2:  92%|█████████▏| 30909/33666 [16:24<01:27, 31.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5660/8416 [00:46<00:22, 121.17it/s]
    Epoch 2:  92%|█████████▏| 30910/33666 [16:24<01:27, 31.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5661/8416 [00:46<00:22, 121.16it/s]
    Epoch 2:  92%|█████████▏| 30911/33666 [16:24<01:27, 31.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5662/8416 [00:46<00:22, 121.16it/s]
    Epoch 2:  92%|█████████▏| 30912/33666 [16:24<01:27, 31.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5663/8416 [00:46<00:22, 121.16it/s]
    Epoch 2:  92%|█████████▏| 30913/33666 [16:24<01:27, 31.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5664/8416 [00:46<00:22, 121.16it/s]
    Epoch 2:  92%|█████████▏| 30914/33666 [16:24<01:27, 31.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5665/8416 [00:46<00:22, 121.16it/s]
    Epoch 2:  92%|█████████▏| 30915/33666 [16:24<01:27, 31.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5666/8416 [00:46<00:22, 121.16it/s]
    Epoch 2:  92%|█████████▏| 30916/33666 [16:24<01:27, 31.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5667/8416 [00:46<00:22, 121.16it/s]
    Epoch 2:  92%|█████████▏| 30917/33666 [16:24<01:27, 31.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5668/8416 [00:46<00:22, 121.16it/s]
    Epoch 2:  92%|█████████▏| 30918/33666 [16:24<01:27, 31.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5669/8416 [00:46<00:22, 121.16it/s]
    Epoch 2:  92%|█████████▏| 30919/33666 [16:24<01:27, 31.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5670/8416 [00:46<00:22, 121.16it/s]
    Epoch 2:  92%|█████████▏| 30920/33666 [16:24<01:27, 31.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5671/8416 [00:46<00:22, 121.15it/s]
    Epoch 2:  92%|█████████▏| 30921/33666 [16:24<01:27, 31.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5672/8416 [00:46<00:22, 121.15it/s]
    Epoch 2:  92%|█████████▏| 30922/33666 [16:24<01:27, 31.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5673/8416 [00:46<00:22, 121.15it/s]
    Epoch 2:  92%|█████████▏| 30923/33666 [16:24<01:27, 31.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5674/8416 [00:46<00:22, 121.15it/s]
    Epoch 2:  92%|█████████▏| 30924/33666 [16:24<01:27, 31.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5675/8416 [00:46<00:22, 121.15it/s]
    Epoch 2:  92%|█████████▏| 30925/33666 [16:24<01:27, 31.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5676/8416 [00:46<00:22, 121.15it/s]
    Epoch 2:  92%|█████████▏| 30926/33666 [16:24<01:27, 31.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5677/8416 [00:46<00:22, 121.15it/s]
    Epoch 2:  92%|█████████▏| 30927/33666 [16:24<01:27, 31.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5678/8416 [00:46<00:22, 121.15it/s]
    Epoch 2:  92%|█████████▏| 30928/33666 [16:24<01:27, 31.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5679/8416 [00:46<00:22, 121.15it/s]
    Epoch 2:  92%|█████████▏| 30929/33666 [16:24<01:27, 31.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5680/8416 [00:46<00:22, 121.15it/s]
    Epoch 2:  92%|█████████▏| 30930/33666 [16:24<01:27, 31.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5681/8416 [00:46<00:22, 121.15it/s]
    Epoch 2:  92%|█████████▏| 30931/33666 [16:24<01:27, 31.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5682/8416 [00:46<00:22, 121.15it/s]
    Epoch 2:  92%|█████████▏| 30932/33666 [16:24<01:27, 31.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5683/8416 [00:46<00:22, 121.15it/s]
    Epoch 2:  92%|█████████▏| 30933/33666 [16:24<01:26, 31.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5684/8416 [00:46<00:22, 121.15it/s]
    Epoch 2:  92%|█████████▏| 30934/33666 [16:24<01:26, 31.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5685/8416 [00:46<00:22, 121.15it/s]
    Epoch 2:  92%|█████████▏| 30935/33666 [16:24<01:26, 31.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5686/8416 [00:46<00:22, 121.14it/s]
    Epoch 2:  92%|█████████▏| 30936/33666 [16:24<01:26, 31.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5687/8416 [00:46<00:22, 121.13it/s]
    Epoch 2:  92%|█████████▏| 30937/33666 [16:24<01:26, 31.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5688/8416 [00:46<00:22, 121.12it/s]
    Epoch 2:  92%|█████████▏| 30938/33666 [16:24<01:26, 31.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5689/8416 [00:46<00:22, 121.13it/s]
    Epoch 2:  92%|█████████▏| 30939/33666 [16:24<01:26, 31.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5690/8416 [00:46<00:22, 121.13it/s]
    Epoch 2:  92%|█████████▏| 30940/33666 [16:24<01:26, 31.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5691/8416 [00:46<00:22, 121.13it/s]
    Epoch 2:  92%|█████████▏| 30941/33666 [16:24<01:26, 31.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5692/8416 [00:46<00:22, 121.13it/s]
    Epoch 2:  92%|█████████▏| 30942/33666 [16:24<01:26, 31.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5693/8416 [00:47<00:22, 121.13it/s]
    Epoch 2:  92%|█████████▏| 30943/33666 [16:24<01:26, 31.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5694/8416 [00:47<00:22, 121.13it/s]
    Epoch 2:  92%|█████████▏| 30944/33666 [16:24<01:26, 31.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5695/8416 [00:47<00:22, 121.13it/s]
    Epoch 2:  92%|█████████▏| 30945/33666 [16:24<01:26, 31.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5696/8416 [00:47<00:22, 121.13it/s]
    Epoch 2:  92%|█████████▏| 30946/33666 [16:24<01:26, 31.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5697/8416 [00:47<00:22, 121.13it/s]
    Epoch 2:  92%|█████████▏| 30947/33666 [16:24<01:26, 31.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5698/8416 [00:47<00:22, 121.13it/s]
    Epoch 2:  92%|█████████▏| 30948/33666 [16:24<01:26, 31.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5699/8416 [00:47<00:22, 121.13it/s]
    Epoch 2:  92%|█████████▏| 30949/33666 [16:24<01:26, 31.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5700/8416 [00:47<00:22, 121.13it/s]
    Epoch 2:  92%|█████████▏| 30950/33666 [16:24<01:26, 31.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5701/8416 [00:47<00:22, 121.13it/s]
    Epoch 2:  92%|█████████▏| 30951/33666 [16:24<01:26, 31.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5702/8416 [00:47<00:22, 121.13it/s]
    Epoch 2:  92%|█████████▏| 30952/33666 [16:24<01:26, 31.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5703/8416 [00:47<00:22, 121.13it/s]
    Epoch 2:  92%|█████████▏| 30953/33666 [16:24<01:26, 31.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5704/8416 [00:47<00:22, 121.13it/s]
    Epoch 2:  92%|█████████▏| 30954/33666 [16:24<01:26, 31.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5705/8416 [00:47<00:22, 121.13it/s]
    Epoch 2:  92%|█████████▏| 30955/33666 [16:24<01:26, 31.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5706/8416 [00:47<00:22, 121.13it/s]
    Epoch 2:  92%|█████████▏| 30956/33666 [16:24<01:26, 31.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5707/8416 [00:47<00:22, 121.13it/s]
    Epoch 2:  92%|█████████▏| 30957/33666 [16:24<01:26, 31.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5708/8416 [00:47<00:22, 121.13it/s]
    Epoch 2:  92%|█████████▏| 30958/33666 [16:24<01:26, 31.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5709/8416 [00:47<00:22, 121.13it/s]
    Epoch 2:  92%|█████████▏| 30959/33666 [16:24<01:26, 31.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5710/8416 [00:47<00:22, 121.13it/s]
    Epoch 2:  92%|█████████▏| 30960/33666 [16:24<01:26, 31.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5711/8416 [00:47<00:22, 121.13it/s]
    Epoch 2:  92%|█████████▏| 30961/33666 [16:24<01:26, 31.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5712/8416 [00:47<00:22, 121.13it/s]
    Epoch 2:  92%|█████████▏| 30962/33666 [16:24<01:25, 31.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5713/8416 [00:47<00:22, 121.14it/s]
    Epoch 2:  92%|█████████▏| 30963/33666 [16:24<01:25, 31.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5714/8416 [00:47<00:22, 121.14it/s]
    Epoch 2:  92%|█████████▏| 30964/33666 [16:24<01:25, 31.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5715/8416 [00:47<00:22, 121.14it/s]
    Epoch 2:  92%|█████████▏| 30965/33666 [16:24<01:25, 31.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5716/8416 [00:47<00:22, 121.14it/s]
    Epoch 2:  92%|█████████▏| 30966/33666 [16:24<01:25, 31.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5717/8416 [00:47<00:22, 121.14it/s]
    Epoch 2:  92%|█████████▏| 30967/33666 [16:24<01:25, 31.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5718/8416 [00:47<00:22, 121.14it/s]
    Epoch 2:  92%|█████████▏| 30968/33666 [16:24<01:25, 31.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5719/8416 [00:47<00:22, 121.14it/s]
    Epoch 2:  92%|█████████▏| 30969/33666 [16:24<01:25, 31.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5720/8416 [00:47<00:22, 121.14it/s]
    Epoch 2:  92%|█████████▏| 30970/33666 [16:24<01:25, 31.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5721/8416 [00:47<00:22, 121.14it/s]
    Epoch 2:  92%|█████████▏| 30971/33666 [16:24<01:25, 31.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5722/8416 [00:47<00:22, 121.14it/s]
    Epoch 2:  92%|█████████▏| 30972/33666 [16:24<01:25, 31.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5723/8416 [00:47<00:22, 121.14it/s]
    Epoch 2:  92%|█████████▏| 30973/33666 [16:24<01:25, 31.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5724/8416 [00:47<00:22, 121.14it/s]
    Epoch 2:  92%|█████████▏| 30974/33666 [16:24<01:25, 31.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5725/8416 [00:47<00:22, 121.14it/s]
    Epoch 2:  92%|█████████▏| 30975/33666 [16:24<01:25, 31.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5726/8416 [00:47<00:22, 121.14it/s]
    Epoch 2:  92%|█████████▏| 30976/33666 [16:24<01:25, 31.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5727/8416 [00:47<00:22, 121.14it/s]
    Epoch 2:  92%|█████████▏| 30977/33666 [16:24<01:25, 31.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5728/8416 [00:47<00:22, 121.14it/s]
    Epoch 2:  92%|█████████▏| 30978/33666 [16:24<01:25, 31.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5729/8416 [00:47<00:22, 121.14it/s]
    Epoch 2:  92%|█████████▏| 30979/33666 [16:24<01:25, 31.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5730/8416 [00:47<00:22, 121.14it/s]
    Epoch 2:  92%|█████████▏| 30980/33666 [16:24<01:25, 31.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5731/8416 [00:47<00:22, 121.15it/s]
    Epoch 2:  92%|█████████▏| 30981/33666 [16:24<01:25, 31.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5732/8416 [00:47<00:22, 121.15it/s]
    Epoch 2:  92%|█████████▏| 30982/33666 [16:24<01:25, 31.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5733/8416 [00:47<00:22, 121.14it/s]
    Epoch 2:  92%|█████████▏| 30983/33666 [16:24<01:25, 31.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5734/8416 [00:47<00:22, 121.14it/s]
    Epoch 2:  92%|█████████▏| 30984/33666 [16:24<01:25, 31.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5735/8416 [00:47<00:22, 121.14it/s]
    Epoch 2:  92%|█████████▏| 30985/33666 [16:24<01:25, 31.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5736/8416 [00:47<00:22, 121.14it/s]
    Epoch 2:  92%|█████████▏| 30986/33666 [16:24<01:25, 31.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5737/8416 [00:47<00:22, 121.14it/s]
    Epoch 2:  92%|█████████▏| 30987/33666 [16:24<01:25, 31.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5738/8416 [00:47<00:22, 121.14it/s]
    Epoch 2:  92%|█████████▏| 30988/33666 [16:24<01:25, 31.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5739/8416 [00:47<00:22, 121.14it/s]
    Epoch 2:  92%|█████████▏| 30989/33666 [16:24<01:25, 31.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5740/8416 [00:47<00:22, 121.14it/s]
    Epoch 2:  92%|█████████▏| 30990/33666 [16:24<01:25, 31.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5741/8416 [00:47<00:22, 121.14it/s]
    Epoch 2:  92%|█████████▏| 30991/33666 [16:24<01:25, 31.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5742/8416 [00:47<00:22, 121.14it/s]
    Epoch 2:  92%|█████████▏| 30992/33666 [16:24<01:24, 31.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5743/8416 [00:47<00:22, 121.14it/s]
    Epoch 2:  92%|█████████▏| 30993/33666 [16:24<01:24, 31.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5744/8416 [00:47<00:22, 121.14it/s]
    Epoch 2:  92%|█████████▏| 30994/33666 [16:24<01:24, 31.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5745/8416 [00:47<00:22, 121.14it/s]
    Epoch 2:  92%|█████████▏| 30995/33666 [16:24<01:24, 31.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5746/8416 [00:47<00:22, 121.15it/s]
    Epoch 2:  92%|█████████▏| 30996/33666 [16:24<01:24, 31.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5747/8416 [00:47<00:22, 121.15it/s]
    Epoch 2:  92%|█████████▏| 30997/33666 [16:24<01:24, 31.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5748/8416 [00:47<00:22, 121.15it/s]
    Epoch 2:  92%|█████████▏| 30998/33666 [16:24<01:24, 31.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5749/8416 [00:47<00:22, 121.15it/s]
    Epoch 2:  92%|█████████▏| 30999/33666 [16:24<01:24, 31.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5750/8416 [00:47<00:22, 121.15it/s]
    Epoch 2:  92%|█████████▏| 31000/33666 [16:24<01:24, 31.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5751/8416 [00:47<00:21, 121.15it/s]
    Epoch 2:  92%|█████████▏| 31001/33666 [16:24<01:24, 31.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5752/8416 [00:47<00:21, 121.15it/s]
    Epoch 2:  92%|█████████▏| 31002/33666 [16:24<01:24, 31.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5753/8416 [00:47<00:21, 121.15it/s]
    Epoch 2:  92%|█████████▏| 31003/33666 [16:24<01:24, 31.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5754/8416 [00:47<00:21, 121.15it/s]
    Epoch 2:  92%|█████████▏| 31004/33666 [16:24<01:24, 31.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5755/8416 [00:47<00:21, 121.15it/s]
    Epoch 2:  92%|█████████▏| 31005/33666 [16:24<01:24, 31.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5756/8416 [00:47<00:21, 121.15it/s]
    Epoch 2:  92%|█████████▏| 31006/33666 [16:24<01:24, 31.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5757/8416 [00:47<00:21, 121.15it/s]
    Epoch 2:  92%|█████████▏| 31007/33666 [16:24<01:24, 31.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5758/8416 [00:47<00:21, 121.15it/s]
    Epoch 2:  92%|█████████▏| 31008/33666 [16:24<01:24, 31.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5759/8416 [00:47<00:21, 121.15it/s]
    Epoch 2:  92%|█████████▏| 31009/33666 [16:24<01:24, 31.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5760/8416 [00:47<00:21, 121.15it/s]
    Epoch 2:  92%|█████████▏| 31010/33666 [16:24<01:24, 31.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5761/8416 [00:47<00:21, 121.15it/s]
    Epoch 2:  92%|█████████▏| 31011/33666 [16:24<01:24, 31.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5762/8416 [00:47<00:21, 121.15it/s]
    Epoch 2:  92%|█████████▏| 31012/33666 [16:24<01:24, 31.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5763/8416 [00:47<00:21, 121.15it/s]
    Epoch 2:  92%|█████████▏| 31013/33666 [16:25<01:24, 31.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5764/8416 [00:47<00:21, 121.15it/s]
    Epoch 2:  92%|█████████▏| 31014/33666 [16:25<01:24, 31.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5765/8416 [00:47<00:21, 121.15it/s]
    Epoch 2:  92%|█████████▏| 31015/33666 [16:25<01:24, 31.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5766/8416 [00:47<00:21, 121.13it/s]
    Epoch 2:  92%|█████████▏| 31016/33666 [16:25<01:24, 31.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5767/8416 [00:47<00:21, 121.13it/s]
    Epoch 2:  92%|█████████▏| 31017/33666 [16:25<01:24, 31.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5768/8416 [00:47<00:21, 121.13it/s]
    Epoch 2:  92%|█████████▏| 31018/33666 [16:25<01:24, 31.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5769/8416 [00:47<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31019/33666 [16:25<01:24, 31.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5770/8416 [00:47<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31020/33666 [16:25<01:24, 31.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5771/8416 [00:47<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31021/33666 [16:25<01:23, 31.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5772/8416 [00:47<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31022/33666 [16:25<01:23, 31.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5773/8416 [00:47<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31023/33666 [16:25<01:23, 31.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5774/8416 [00:47<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31024/33666 [16:25<01:23, 31.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5775/8416 [00:47<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31025/33666 [16:25<01:23, 31.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5776/8416 [00:47<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31026/33666 [16:25<01:23, 31.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5777/8416 [00:47<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31027/33666 [16:25<01:23, 31.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5778/8416 [00:47<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31028/33666 [16:25<01:23, 31.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5779/8416 [00:47<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31029/33666 [16:25<01:23, 31.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5780/8416 [00:47<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31030/33666 [16:25<01:23, 31.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5781/8416 [00:47<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31031/33666 [16:25<01:23, 31.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5782/8416 [00:47<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31032/33666 [16:25<01:23, 31.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5783/8416 [00:47<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31033/33666 [16:25<01:23, 31.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5784/8416 [00:47<00:21, 121.15it/s]
    Epoch 2:  92%|█████████▏| 31034/33666 [16:25<01:23, 31.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5785/8416 [00:47<00:21, 121.15it/s]
    Epoch 2:  92%|█████████▏| 31035/33666 [16:25<01:23, 31.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5786/8416 [00:47<00:21, 121.15it/s]
    Epoch 2:  92%|█████████▏| 31036/33666 [16:25<01:23, 31.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5787/8416 [00:47<00:21, 121.15it/s]
    Epoch 2:  92%|█████████▏| 31037/33666 [16:25<01:23, 31.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5788/8416 [00:47<00:21, 121.15it/s]
    Epoch 2:  92%|█████████▏| 31038/33666 [16:25<01:23, 31.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5789/8416 [00:47<00:21, 121.15it/s]
    Epoch 2:  92%|█████████▏| 31039/33666 [16:25<01:23, 31.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5790/8416 [00:47<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31040/33666 [16:25<01:23, 31.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5791/8416 [00:47<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31041/33666 [16:25<01:23, 31.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5792/8416 [00:47<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31042/33666 [16:25<01:23, 31.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5793/8416 [00:47<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31043/33666 [16:25<01:23, 31.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5794/8416 [00:47<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31044/33666 [16:25<01:23, 31.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5795/8416 [00:47<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31045/33666 [16:25<01:23, 31.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5796/8416 [00:47<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31046/33666 [16:25<01:23, 31.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5797/8416 [00:47<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31047/33666 [16:25<01:23, 31.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5798/8416 [00:47<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31048/33666 [16:25<01:23, 31.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5799/8416 [00:47<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31049/33666 [16:25<01:23, 31.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5800/8416 [00:47<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31050/33666 [16:25<01:23, 31.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5801/8416 [00:47<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31051/33666 [16:25<01:22, 31.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5802/8416 [00:47<00:21, 121.15it/s]
    Epoch 2:  92%|█████████▏| 31052/33666 [16:25<01:22, 31.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5803/8416 [00:47<00:21, 121.15it/s]
    Epoch 2:  92%|█████████▏| 31053/33666 [16:25<01:22, 31.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5804/8416 [00:47<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31054/33666 [16:25<01:22, 31.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5805/8416 [00:47<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31055/33666 [16:25<01:22, 31.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5806/8416 [00:47<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31056/33666 [16:25<01:22, 31.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5807/8416 [00:47<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31057/33666 [16:25<01:22, 31.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5808/8416 [00:47<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31058/33666 [16:25<01:22, 31.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5809/8416 [00:47<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31059/33666 [16:25<01:22, 31.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5810/8416 [00:47<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31060/33666 [16:25<01:22, 31.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5811/8416 [00:47<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31061/33666 [16:25<01:22, 31.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5812/8416 [00:47<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31062/33666 [16:25<01:22, 31.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5813/8416 [00:47<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31063/33666 [16:25<01:22, 31.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5814/8416 [00:47<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31064/33666 [16:25<01:22, 31.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5815/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31065/33666 [16:25<01:22, 31.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5816/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31066/33666 [16:25<01:22, 31.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5817/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31067/33666 [16:25<01:22, 31.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5818/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31068/33666 [16:25<01:22, 31.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5819/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31069/33666 [16:25<01:22, 31.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5820/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31070/33666 [16:25<01:22, 31.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5821/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31071/33666 [16:25<01:22, 31.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5822/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31072/33666 [16:25<01:22, 31.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5823/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31073/33666 [16:25<01:22, 31.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5824/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31074/33666 [16:25<01:22, 31.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5825/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31075/33666 [16:25<01:22, 31.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5826/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31076/33666 [16:25<01:22, 31.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5827/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31077/33666 [16:25<01:22, 31.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5828/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31078/33666 [16:25<01:22, 31.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5829/8416 [00:48<00:21, 121.13it/s]
    Epoch 2:  92%|█████████▏| 31079/33666 [16:25<01:22, 31.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5830/8416 [00:48<00:21, 121.13it/s]
    Epoch 2:  92%|█████████▏| 31080/33666 [16:25<01:22, 31.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5831/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31081/33666 [16:25<01:21, 31.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5832/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31082/33666 [16:25<01:21, 31.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5833/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31083/33666 [16:25<01:21, 31.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5834/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31084/33666 [16:25<01:21, 31.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5835/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31085/33666 [16:25<01:21, 31.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5836/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31086/33666 [16:25<01:21, 31.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5837/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31087/33666 [16:25<01:21, 31.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5838/8416 [00:48<00:21, 121.13it/s]
    Epoch 2:  92%|█████████▏| 31088/33666 [16:25<01:21, 31.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5839/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31089/33666 [16:25<01:21, 31.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5840/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31090/33666 [16:25<01:21, 31.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5841/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31091/33666 [16:25<01:21, 31.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5842/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31092/33666 [16:25<01:21, 31.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5843/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31093/33666 [16:25<01:21, 31.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5844/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31094/33666 [16:25<01:21, 31.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5845/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31095/33666 [16:25<01:21, 31.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5846/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31096/33666 [16:25<01:21, 31.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5847/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31097/33666 [16:25<01:21, 31.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5848/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31098/33666 [16:25<01:21, 31.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5849/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31099/33666 [16:25<01:21, 31.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5850/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31100/33666 [16:25<01:21, 31.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5851/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31101/33666 [16:25<01:21, 31.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5852/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31102/33666 [16:25<01:21, 31.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5853/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31103/33666 [16:25<01:21, 31.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5854/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31104/33666 [16:25<01:21, 31.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5855/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31105/33666 [16:25<01:21, 31.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5856/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31106/33666 [16:25<01:21, 31.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5857/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31107/33666 [16:25<01:21, 31.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5858/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31108/33666 [16:25<01:21, 31.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5859/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31109/33666 [16:25<01:21, 31.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5860/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31110/33666 [16:25<01:20, 31.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5861/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31111/33666 [16:25<01:20, 31.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5862/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31112/33666 [16:25<01:20, 31.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5863/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31113/33666 [16:25<01:20, 31.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5864/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31114/33666 [16:25<01:20, 31.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5865/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31115/33666 [16:25<01:20, 31.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5866/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31116/33666 [16:25<01:20, 31.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5867/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31117/33666 [16:25<01:20, 31.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5868/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31118/33666 [16:25<01:20, 31.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5869/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31119/33666 [16:25<01:20, 31.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5870/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31120/33666 [16:25<01:20, 31.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5871/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31121/33666 [16:25<01:20, 31.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5872/8416 [00:48<00:21, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31122/33666 [16:25<01:20, 31.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5873/8416 [00:48<00:20, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31123/33666 [16:25<01:20, 31.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5874/8416 [00:48<00:20, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31124/33666 [16:25<01:20, 31.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5875/8416 [00:48<00:20, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31125/33666 [16:25<01:20, 31.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5876/8416 [00:48<00:20, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31126/33666 [16:25<01:20, 31.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5877/8416 [00:48<00:20, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31127/33666 [16:25<01:20, 31.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5878/8416 [00:48<00:20, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31128/33666 [16:25<01:20, 31.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5879/8416 [00:48<00:20, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31129/33666 [16:25<01:20, 31.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5880/8416 [00:48<00:20, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31130/33666 [16:25<01:20, 31.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5881/8416 [00:48<00:20, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31131/33666 [16:25<01:20, 31.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5882/8416 [00:48<00:20, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31132/33666 [16:25<01:20, 31.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5883/8416 [00:48<00:20, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31133/33666 [16:26<01:20, 31.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5884/8416 [00:48<00:20, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31134/33666 [16:26<01:20, 31.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5885/8416 [00:48<00:20, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31135/33666 [16:26<01:20, 31.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5886/8416 [00:48<00:20, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31136/33666 [16:26<01:20, 31.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5887/8416 [00:48<00:20, 121.14it/s]
    Epoch 2:  92%|█████████▏| 31137/33666 [16:26<01:20, 31.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5888/8416 [00:48<00:20, 121.13it/s]
    Epoch 2:  92%|█████████▏| 31138/33666 [16:26<01:20, 31.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5889/8416 [00:48<00:20, 121.13it/s]
    Epoch 2:  92%|█████████▏| 31139/33666 [16:26<01:20, 31.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5890/8416 [00:48<00:20, 121.13it/s]
    Epoch 2:  92%|█████████▏| 31140/33666 [16:26<01:19, 31.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5891/8416 [00:48<00:20, 121.13it/s]
    Epoch 2:  92%|█████████▏| 31141/33666 [16:26<01:19, 31.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|███████   | 5892/8416 [00:48<00:20, 121.13it/s]
    Epoch 2:  93%|█████████▎| 31142/33666 [16:26<01:19, 31.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|███████   | 5893/8416 [00:48<00:20, 121.13it/s]
    Epoch 2:  93%|█████████▎| 31143/33666 [16:26<01:19, 31.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|███████   | 5894/8416 [00:48<00:20, 121.13it/s]
    Epoch 2:  93%|█████████▎| 31144/33666 [16:26<01:19, 31.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|███████   | 5895/8416 [00:48<00:20, 121.13it/s]
    Epoch 2:  93%|█████████▎| 31145/33666 [16:26<01:19, 31.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|███████   | 5896/8416 [00:48<00:20, 121.13it/s]
    Epoch 2:  93%|█████████▎| 31146/33666 [16:26<01:19, 31.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|███████   | 5897/8416 [00:48<00:20, 121.13it/s]
    Epoch 2:  93%|█████████▎| 31147/33666 [16:26<01:19, 31.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|███████   | 5898/8416 [00:48<00:20, 121.13it/s]
    Epoch 2:  93%|█████████▎| 31148/33666 [16:26<01:19, 31.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|███████   | 5899/8416 [00:48<00:20, 121.12it/s]
    Epoch 2:  93%|█████████▎| 31149/33666 [16:26<01:19, 31.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|███████   | 5900/8416 [00:48<00:20, 121.12it/s]
    Epoch 2:  93%|█████████▎| 31150/33666 [16:26<01:19, 31.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|███████   | 5901/8416 [00:48<00:20, 121.12it/s]
    Epoch 2:  93%|█████████▎| 31151/33666 [16:26<01:19, 31.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|███████   | 5902/8416 [00:48<00:20, 121.12it/s]
    Epoch 2:  93%|█████████▎| 31152/33666 [16:26<01:19, 31.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|███████   | 5903/8416 [00:48<00:20, 121.12it/s]
    Epoch 2:  93%|█████████▎| 31153/33666 [16:26<01:19, 31.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|███████   | 5904/8416 [00:48<00:20, 121.12it/s]
    Epoch 2:  93%|█████████▎| 31154/33666 [16:26<01:19, 31.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|███████   | 5905/8416 [00:48<00:20, 121.12it/s]
    Epoch 2:  93%|█████████▎| 31155/33666 [16:26<01:19, 31.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|███████   | 5906/8416 [00:48<00:20, 121.12it/s]
    Epoch 2:  93%|█████████▎| 31156/33666 [16:26<01:19, 31.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|███████   | 5907/8416 [00:48<00:20, 121.13it/s]
    Epoch 2:  93%|█████████▎| 31157/33666 [16:26<01:19, 31.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|███████   | 5908/8416 [00:48<00:20, 121.13it/s]
    Epoch 2:  93%|█████████▎| 31158/33666 [16:26<01:19, 31.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|███████   | 5909/8416 [00:48<00:20, 121.12it/s]
    Epoch 2:  93%|█████████▎| 31159/33666 [16:26<01:19, 31.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|███████   | 5910/8416 [00:48<00:20, 121.12it/s]
    Epoch 2:  93%|█████████▎| 31160/33666 [16:26<01:19, 31.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|███████   | 5911/8416 [00:48<00:20, 121.12it/s]
    Epoch 2:  93%|█████████▎| 31161/33666 [16:26<01:19, 31.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|███████   | 5912/8416 [00:48<00:20, 121.12it/s]
    Epoch 2:  93%|█████████▎| 31162/33666 [16:26<01:19, 31.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|███████   | 5913/8416 [00:48<00:20, 121.12it/s]
    Epoch 2:  93%|█████████▎| 31163/33666 [16:26<01:19, 31.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|███████   | 5914/8416 [00:48<00:20, 121.12it/s]
    Epoch 2:  93%|█████████▎| 31164/33666 [16:26<01:19, 31.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|███████   | 5915/8416 [00:48<00:20, 121.12it/s]
    Epoch 2:  93%|█████████▎| 31165/33666 [16:26<01:19, 31.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|███████   | 5916/8416 [00:48<00:20, 121.12it/s]
    Epoch 2:  93%|█████████▎| 31166/33666 [16:26<01:19, 31.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|███████   | 5917/8416 [00:48<00:20, 121.12it/s]
    Epoch 2:  93%|█████████▎| 31167/33666 [16:26<01:19, 31.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|███████   | 5918/8416 [00:48<00:20, 121.12it/s]
    Epoch 2:  93%|█████████▎| 31168/33666 [16:26<01:19, 31.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  70%|███████   | 5919/8416 [00:48<00:20, 121.13it/s]
    Epoch 2:  93%|█████████▎| 31169/33666 [16:26<01:19, 31.60it/s, loss=3.27, v_num=0]

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    Epoch 2:  93%|█████████▎| 31170/33666 [16:26<01:18, 31.60it/s, loss=3.27, v_num=0]

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    Epoch 2:  93%|█████████▎| 31258/33666 [16:27<01:16, 31.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  71%|███████▏  | 6009/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31259/33666 [16:27<01:16, 31.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  71%|███████▏  | 6010/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31260/33666 [16:27<01:15, 31.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  71%|███████▏  | 6011/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31261/33666 [16:27<01:15, 31.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  71%|███████▏  | 6012/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31262/33666 [16:27<01:15, 31.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  71%|███████▏  | 6013/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31263/33666 [16:27<01:15, 31.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  71%|███████▏  | 6014/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31264/33666 [16:27<01:15, 31.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  71%|███████▏  | 6015/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31265/33666 [16:27<01:15, 31.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  71%|███████▏  | 6016/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31266/33666 [16:27<01:15, 31.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  71%|███████▏  | 6017/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31267/33666 [16:27<01:15, 31.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6018/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31268/33666 [16:27<01:15, 31.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6019/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31269/33666 [16:27<01:15, 31.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6020/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31270/33666 [16:27<01:15, 31.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6021/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31271/33666 [16:27<01:15, 31.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6022/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31272/33666 [16:27<01:15, 31.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6023/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31273/33666 [16:27<01:15, 31.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6024/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31274/33666 [16:27<01:15, 31.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6025/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31275/33666 [16:27<01:15, 31.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6026/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31276/33666 [16:27<01:15, 31.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6027/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31277/33666 [16:27<01:15, 31.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6028/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31278/33666 [16:27<01:15, 31.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6029/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31279/33666 [16:27<01:15, 31.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6030/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31280/33666 [16:27<01:15, 31.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6031/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31281/33666 [16:27<01:15, 31.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6032/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31282/33666 [16:27<01:15, 31.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6033/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31283/33666 [16:27<01:15, 31.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6034/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31284/33666 [16:27<01:15, 31.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6035/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31285/33666 [16:27<01:15, 31.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6036/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31286/33666 [16:27<01:15, 31.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6037/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31287/33666 [16:27<01:15, 31.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6038/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31288/33666 [16:27<01:15, 31.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6039/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31289/33666 [16:27<01:15, 31.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6040/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31290/33666 [16:27<01:14, 31.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6041/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31291/33666 [16:27<01:14, 31.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6042/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31292/33666 [16:27<01:14, 31.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6043/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31293/33666 [16:27<01:14, 31.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6044/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31294/33666 [16:27<01:14, 31.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6045/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31295/33666 [16:27<01:14, 31.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6046/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31296/33666 [16:27<01:14, 31.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6047/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31297/33666 [16:27<01:14, 31.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6048/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31298/33666 [16:27<01:14, 31.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6049/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31299/33666 [16:27<01:14, 31.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6050/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31300/33666 [16:27<01:14, 31.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6051/8416 [00:49<00:19, 121.11it/s]
    Epoch 2:  93%|█████████▎| 31301/33666 [16:27<01:14, 31.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6052/8416 [00:49<00:19, 121.11it/s]
    Epoch 2:  93%|█████████▎| 31302/33666 [16:27<01:14, 31.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6053/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31303/33666 [16:27<01:14, 31.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6054/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31304/33666 [16:27<01:14, 31.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6055/8416 [00:49<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31305/33666 [16:27<01:14, 31.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6056/8416 [00:50<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31306/33666 [16:27<01:14, 31.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6057/8416 [00:50<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31307/33666 [16:27<01:14, 31.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6058/8416 [00:50<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31308/33666 [16:27<01:14, 31.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6059/8416 [00:50<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31309/33666 [16:27<01:14, 31.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6060/8416 [00:50<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31310/33666 [16:27<01:14, 31.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6061/8416 [00:50<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31311/33666 [16:27<01:14, 31.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6062/8416 [00:50<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31312/33666 [16:27<01:14, 31.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6063/8416 [00:50<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31313/33666 [16:27<01:14, 31.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6064/8416 [00:50<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31314/33666 [16:27<01:14, 31.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6065/8416 [00:50<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31315/33666 [16:27<01:14, 31.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6066/8416 [00:50<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31316/33666 [16:27<01:14, 31.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6067/8416 [00:50<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31317/33666 [16:27<01:14, 31.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6068/8416 [00:50<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31318/33666 [16:27<01:14, 31.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6069/8416 [00:50<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31319/33666 [16:27<01:14, 31.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6070/8416 [00:50<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31320/33666 [16:27<01:13, 31.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6071/8416 [00:50<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31321/33666 [16:27<01:13, 31.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6072/8416 [00:50<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31322/33666 [16:27<01:13, 31.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6073/8416 [00:50<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31323/33666 [16:27<01:13, 31.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6074/8416 [00:50<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31324/33666 [16:27<01:13, 31.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6075/8416 [00:50<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31325/33666 [16:27<01:13, 31.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6076/8416 [00:50<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31326/33666 [16:27<01:13, 31.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6077/8416 [00:50<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31327/33666 [16:27<01:13, 31.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6078/8416 [00:50<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31328/33666 [16:27<01:13, 31.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6079/8416 [00:50<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31329/33666 [16:27<01:13, 31.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6080/8416 [00:50<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31330/33666 [16:27<01:13, 31.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6081/8416 [00:50<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31331/33666 [16:27<01:13, 31.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6082/8416 [00:50<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31332/33666 [16:27<01:13, 31.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6083/8416 [00:50<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31333/33666 [16:27<01:13, 31.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6084/8416 [00:50<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31334/33666 [16:27<01:13, 31.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6085/8416 [00:50<00:19, 121.09it/s]
    Epoch 2:  93%|█████████▎| 31335/33666 [16:27<01:13, 31.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6086/8416 [00:50<00:19, 121.09it/s]
    Epoch 2:  93%|█████████▎| 31336/33666 [16:27<01:13, 31.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6087/8416 [00:50<00:19, 121.09it/s]
    Epoch 2:  93%|█████████▎| 31337/33666 [16:27<01:13, 31.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6088/8416 [00:50<00:19, 121.09it/s]
    Epoch 2:  93%|█████████▎| 31338/33666 [16:27<01:13, 31.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6089/8416 [00:50<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31339/33666 [16:27<01:13, 31.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6090/8416 [00:50<00:19, 121.09it/s]
    Epoch 2:  93%|█████████▎| 31340/33666 [16:27<01:13, 31.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6091/8416 [00:50<00:19, 121.09it/s]
    Epoch 2:  93%|█████████▎| 31341/33666 [16:27<01:13, 31.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6092/8416 [00:50<00:19, 121.09it/s]
    Epoch 2:  93%|█████████▎| 31342/33666 [16:27<01:13, 31.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6093/8416 [00:50<00:19, 121.09it/s]
    Epoch 2:  93%|█████████▎| 31343/33666 [16:27<01:13, 31.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6094/8416 [00:50<00:19, 121.09it/s]
    Epoch 2:  93%|█████████▎| 31344/33666 [16:27<01:13, 31.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6095/8416 [00:50<00:19, 121.09it/s]
    Epoch 2:  93%|█████████▎| 31345/33666 [16:27<01:13, 31.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6096/8416 [00:50<00:19, 121.09it/s]
    Epoch 2:  93%|█████████▎| 31346/33666 [16:27<01:13, 31.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6097/8416 [00:50<00:19, 121.09it/s]
    Epoch 2:  93%|█████████▎| 31347/33666 [16:27<01:13, 31.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6098/8416 [00:50<00:19, 121.09it/s]
    Epoch 2:  93%|█████████▎| 31348/33666 [16:27<01:13, 31.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6099/8416 [00:50<00:19, 121.09it/s]
    Epoch 2:  93%|█████████▎| 31349/33666 [16:27<01:13, 31.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6100/8416 [00:50<00:19, 121.09it/s]
    Epoch 2:  93%|█████████▎| 31350/33666 [16:27<01:12, 31.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6101/8416 [00:50<00:19, 121.09it/s]
    Epoch 2:  93%|█████████▎| 31351/33666 [16:27<01:12, 31.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6102/8416 [00:50<00:19, 121.09it/s]
    Epoch 2:  93%|█████████▎| 31352/33666 [16:27<01:12, 31.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6103/8416 [00:50<00:19, 121.09it/s]
    Epoch 2:  93%|█████████▎| 31353/33666 [16:27<01:12, 31.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6104/8416 [00:50<00:19, 121.09it/s]
    Epoch 2:  93%|█████████▎| 31354/33666 [16:27<01:12, 31.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6105/8416 [00:50<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31355/33666 [16:27<01:12, 31.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6106/8416 [00:50<00:19, 121.10it/s]
    Epoch 2:  93%|█████████▎| 31356/33666 [16:27<01:12, 31.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6107/8416 [00:50<00:19, 121.09it/s]
    Epoch 2:  93%|█████████▎| 31357/33666 [16:27<01:12, 31.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6108/8416 [00:50<00:19, 121.08it/s]
    Epoch 2:  93%|█████████▎| 31358/33666 [16:27<01:12, 31.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6109/8416 [00:50<00:19, 121.08it/s]
    Epoch 2:  93%|█████████▎| 31359/33666 [16:27<01:12, 31.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6110/8416 [00:50<00:19, 121.08it/s]
    Epoch 2:  93%|█████████▎| 31360/33666 [16:27<01:12, 31.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6111/8416 [00:50<00:19, 121.08it/s]
    Epoch 2:  93%|█████████▎| 31361/33666 [16:27<01:12, 31.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6112/8416 [00:50<00:19, 121.08it/s]
    Epoch 2:  93%|█████████▎| 31362/33666 [16:27<01:12, 31.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6113/8416 [00:50<00:19, 121.08it/s]
    Epoch 2:  93%|█████████▎| 31363/33666 [16:27<01:12, 31.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6114/8416 [00:50<00:19, 121.08it/s]
    Epoch 2:  93%|█████████▎| 31364/33666 [16:27<01:12, 31.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6115/8416 [00:50<00:19, 121.08it/s]
    Epoch 2:  93%|█████████▎| 31365/33666 [16:27<01:12, 31.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6116/8416 [00:50<00:18, 121.08it/s]
    Epoch 2:  93%|█████████▎| 31366/33666 [16:27<01:12, 31.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6117/8416 [00:50<00:18, 121.08it/s]
    Epoch 2:  93%|█████████▎| 31367/33666 [16:27<01:12, 31.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6118/8416 [00:50<00:18, 121.08it/s]
    Epoch 2:  93%|█████████▎| 31368/33666 [16:27<01:12, 31.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6119/8416 [00:50<00:18, 121.08it/s]
    Epoch 2:  93%|█████████▎| 31369/33666 [16:27<01:12, 31.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6120/8416 [00:50<00:18, 121.08it/s]
    Epoch 2:  93%|█████████▎| 31370/33666 [16:27<01:12, 31.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6121/8416 [00:50<00:18, 121.08it/s]
    Epoch 2:  93%|█████████▎| 31371/33666 [16:27<01:12, 31.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6122/8416 [00:50<00:18, 121.08it/s]
    Epoch 2:  93%|█████████▎| 31372/33666 [16:27<01:12, 31.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6123/8416 [00:50<00:18, 121.08it/s]
    Epoch 2:  93%|█████████▎| 31373/33666 [16:28<01:12, 31.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6124/8416 [00:50<00:18, 121.08it/s]
    Epoch 2:  93%|█████████▎| 31374/33666 [16:28<01:12, 31.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6125/8416 [00:50<00:18, 121.08it/s]
    Epoch 2:  93%|█████████▎| 31375/33666 [16:28<01:12, 31.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6126/8416 [00:50<00:18, 121.08it/s]
    Epoch 2:  93%|█████████▎| 31376/33666 [16:28<01:12, 31.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6127/8416 [00:50<00:18, 121.08it/s]
    Epoch 2:  93%|█████████▎| 31377/33666 [16:28<01:12, 31.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6128/8416 [00:50<00:18, 121.08it/s]
    Epoch 2:  93%|█████████▎| 31378/33666 [16:28<01:12, 31.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6129/8416 [00:50<00:18, 121.08it/s]
    Epoch 2:  93%|█████████▎| 31379/33666 [16:28<01:12, 31.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6130/8416 [00:50<00:18, 121.08it/s]
    Epoch 2:  93%|█████████▎| 31380/33666 [16:28<01:11, 31.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6131/8416 [00:50<00:18, 121.08it/s]
    Epoch 2:  93%|█████████▎| 31381/33666 [16:28<01:11, 31.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6132/8416 [00:50<00:18, 121.08it/s]
    Epoch 2:  93%|█████████▎| 31382/33666 [16:28<01:11, 31.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6133/8416 [00:50<00:18, 121.07it/s]
    Epoch 2:  93%|█████████▎| 31383/33666 [16:28<01:11, 31.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6134/8416 [00:50<00:18, 121.07it/s]
    Epoch 2:  93%|█████████▎| 31384/33666 [16:28<01:11, 31.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6135/8416 [00:50<00:18, 121.07it/s]
    Epoch 2:  93%|█████████▎| 31385/33666 [16:28<01:11, 31.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6136/8416 [00:50<00:18, 121.07it/s]
    Epoch 2:  93%|█████████▎| 31386/33666 [16:28<01:11, 31.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6137/8416 [00:50<00:18, 121.07it/s]
    Epoch 2:  93%|█████████▎| 31387/33666 [16:28<01:11, 31.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6138/8416 [00:50<00:18, 121.07it/s]
    Epoch 2:  93%|█████████▎| 31388/33666 [16:28<01:11, 31.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6139/8416 [00:50<00:18, 121.07it/s]
    Epoch 2:  93%|█████████▎| 31389/33666 [16:28<01:11, 31.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6140/8416 [00:50<00:18, 121.07it/s]
    Epoch 2:  93%|█████████▎| 31390/33666 [16:28<01:11, 31.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6141/8416 [00:50<00:18, 121.07it/s]
    Epoch 2:  93%|█████████▎| 31391/33666 [16:28<01:11, 31.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6142/8416 [00:50<00:18, 121.07it/s]
    Epoch 2:  93%|█████████▎| 31392/33666 [16:28<01:11, 31.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6143/8416 [00:50<00:18, 121.07it/s]
    Epoch 2:  93%|█████████▎| 31393/33666 [16:28<01:11, 31.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6144/8416 [00:50<00:18, 121.06it/s]
    Epoch 2:  93%|█████████▎| 31394/33666 [16:28<01:11, 31.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6145/8416 [00:50<00:18, 121.06it/s]
    Epoch 2:  93%|█████████▎| 31395/33666 [16:28<01:11, 31.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6146/8416 [00:50<00:18, 121.06it/s]
    Epoch 2:  93%|█████████▎| 31396/33666 [16:28<01:11, 31.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6147/8416 [00:50<00:18, 121.06it/s]
    Epoch 2:  93%|█████████▎| 31397/33666 [16:28<01:11, 31.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6148/8416 [00:50<00:18, 121.06it/s]
    Epoch 2:  93%|█████████▎| 31398/33666 [16:28<01:11, 31.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6149/8416 [00:50<00:18, 121.06it/s]
    Epoch 2:  93%|█████████▎| 31399/33666 [16:28<01:11, 31.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6150/8416 [00:50<00:18, 121.06it/s]
    Epoch 2:  93%|█████████▎| 31400/33666 [16:28<01:11, 31.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6151/8416 [00:50<00:18, 121.06it/s]
    Epoch 2:  93%|█████████▎| 31401/33666 [16:28<01:11, 31.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6152/8416 [00:50<00:18, 121.06it/s]
    Epoch 2:  93%|█████████▎| 31402/33666 [16:28<01:11, 31.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6153/8416 [00:50<00:18, 121.06it/s]
    Epoch 2:  93%|█████████▎| 31403/33666 [16:28<01:11, 31.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6154/8416 [00:50<00:18, 121.06it/s]
    Epoch 2:  93%|█████████▎| 31404/33666 [16:28<01:11, 31.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6155/8416 [00:50<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31405/33666 [16:28<01:11, 31.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6156/8416 [00:50<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31406/33666 [16:28<01:11, 31.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6157/8416 [00:50<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31407/33666 [16:28<01:11, 31.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6158/8416 [00:50<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31408/33666 [16:28<01:11, 31.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6159/8416 [00:50<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31409/33666 [16:28<01:11, 31.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6160/8416 [00:50<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31410/33666 [16:28<01:10, 31.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6161/8416 [00:50<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31411/33666 [16:28<01:10, 31.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6162/8416 [00:50<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31412/33666 [16:28<01:10, 31.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6163/8416 [00:50<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31413/33666 [16:28<01:10, 31.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6164/8416 [00:50<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31414/33666 [16:28<01:10, 31.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6165/8416 [00:50<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31415/33666 [16:28<01:10, 31.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6166/8416 [00:50<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31416/33666 [16:28<01:10, 31.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6167/8416 [00:50<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31417/33666 [16:28<01:10, 31.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6168/8416 [00:50<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31418/33666 [16:28<01:10, 31.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6169/8416 [00:50<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31419/33666 [16:28<01:10, 31.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6170/8416 [00:50<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31420/33666 [16:28<01:10, 31.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6171/8416 [00:50<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31421/33666 [16:28<01:10, 31.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6172/8416 [00:50<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31422/33666 [16:28<01:10, 31.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6173/8416 [00:50<00:18, 121.04it/s]
    Epoch 2:  93%|█████████▎| 31423/33666 [16:28<01:10, 31.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6174/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31424/33666 [16:28<01:10, 31.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6175/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31425/33666 [16:28<01:10, 31.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6176/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31426/33666 [16:28<01:10, 31.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6177/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31427/33666 [16:28<01:10, 31.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6178/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31428/33666 [16:28<01:10, 31.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6179/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31429/33666 [16:28<01:10, 31.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6180/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31430/33666 [16:28<01:10, 31.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6181/8416 [00:51<00:18, 121.04it/s]
    Epoch 2:  93%|█████████▎| 31431/33666 [16:28<01:10, 31.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6182/8416 [00:51<00:18, 121.04it/s]
    Epoch 2:  93%|█████████▎| 31432/33666 [16:28<01:10, 31.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6183/8416 [00:51<00:18, 121.04it/s]
    Epoch 2:  93%|█████████▎| 31433/33666 [16:28<01:10, 31.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6184/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31434/33666 [16:28<01:10, 31.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6185/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31435/33666 [16:28<01:10, 31.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6186/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31436/33666 [16:28<01:10, 31.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6187/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31437/33666 [16:28<01:10, 31.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6188/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31438/33666 [16:28<01:10, 31.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6189/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31439/33666 [16:28<01:10, 31.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6190/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31440/33666 [16:28<01:09, 31.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6191/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31441/33666 [16:28<01:09, 31.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6192/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31442/33666 [16:28<01:09, 31.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6193/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31443/33666 [16:28<01:09, 31.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6194/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31444/33666 [16:28<01:09, 31.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6195/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31445/33666 [16:28<01:09, 31.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6196/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31446/33666 [16:28<01:09, 31.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6197/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31447/33666 [16:28<01:09, 31.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6198/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31448/33666 [16:28<01:09, 31.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6199/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31449/33666 [16:28<01:09, 31.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6200/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31450/33666 [16:28<01:09, 31.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6201/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31451/33666 [16:28<01:09, 31.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6202/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31452/33666 [16:28<01:09, 31.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6203/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31453/33666 [16:28<01:09, 31.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6204/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31454/33666 [16:28<01:09, 31.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6205/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31455/33666 [16:28<01:09, 31.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6206/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31456/33666 [16:28<01:09, 31.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6207/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31457/33666 [16:28<01:09, 31.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6208/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31458/33666 [16:28<01:09, 31.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6209/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31459/33666 [16:28<01:09, 31.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6210/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31460/33666 [16:28<01:09, 31.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6211/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31461/33666 [16:28<01:09, 31.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6212/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31462/33666 [16:28<01:09, 31.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6213/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31463/33666 [16:28<01:09, 31.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6214/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31464/33666 [16:28<01:09, 31.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6215/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31465/33666 [16:28<01:09, 31.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6216/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31466/33666 [16:28<01:09, 31.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6217/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31467/33666 [16:28<01:09, 31.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6218/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31468/33666 [16:28<01:09, 31.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6219/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31469/33666 [16:28<01:09, 31.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6220/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31470/33666 [16:28<01:09, 31.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6221/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31471/33666 [16:28<01:08, 31.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6222/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31472/33666 [16:28<01:08, 31.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6223/8416 [00:51<00:18, 121.05it/s]
    Epoch 2:  93%|█████████▎| 31473/33666 [16:28<01:08, 31.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6224/8416 [00:51<00:18, 121.06it/s]
    Epoch 2:  93%|█████████▎| 31474/33666 [16:28<01:08, 31.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6225/8416 [00:51<00:18, 121.06it/s]
    Epoch 2:  93%|█████████▎| 31475/33666 [16:28<01:08, 31.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6226/8416 [00:51<00:18, 121.06it/s]
    Epoch 2:  93%|█████████▎| 31476/33666 [16:28<01:08, 31.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6227/8416 [00:51<00:18, 121.06it/s]
    Epoch 2:  93%|█████████▎| 31477/33666 [16:28<01:08, 31.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6228/8416 [00:51<00:18, 121.06it/s]
    Epoch 2:  94%|█████████▎| 31478/33666 [16:28<01:08, 31.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6229/8416 [00:51<00:18, 121.06it/s]
    Epoch 2:  94%|█████████▎| 31479/33666 [16:28<01:08, 31.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6230/8416 [00:51<00:18, 121.06it/s]
    Epoch 2:  94%|█████████▎| 31480/33666 [16:28<01:08, 31.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6231/8416 [00:51<00:18, 121.06it/s]
    Epoch 2:  94%|█████████▎| 31481/33666 [16:28<01:08, 31.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6232/8416 [00:51<00:18, 121.06it/s]
    Epoch 2:  94%|█████████▎| 31482/33666 [16:28<01:08, 31.83it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6233/8416 [00:51<00:18, 121.06it/s]
    Epoch 2:  94%|█████████▎| 31483/33666 [16:28<01:08, 31.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6234/8416 [00:51<00:18, 121.06it/s]
    Epoch 2:  94%|█████████▎| 31484/33666 [16:28<01:08, 31.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6235/8416 [00:51<00:18, 121.06it/s]
    Epoch 2:  94%|█████████▎| 31485/33666 [16:28<01:08, 31.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6236/8416 [00:51<00:18, 121.06it/s]
    Epoch 2:  94%|█████████▎| 31486/33666 [16:28<01:08, 31.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6237/8416 [00:51<00:17, 121.06it/s]
    Epoch 2:  94%|█████████▎| 31487/33666 [16:28<01:08, 31.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6238/8416 [00:51<00:17, 121.06it/s]
    Epoch 2:  94%|█████████▎| 31488/33666 [16:28<01:08, 31.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6239/8416 [00:51<00:17, 121.06it/s]
    Epoch 2:  94%|█████████▎| 31489/33666 [16:28<01:08, 31.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6240/8416 [00:51<00:17, 121.06it/s]
    Epoch 2:  94%|█████████▎| 31490/33666 [16:28<01:08, 31.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6241/8416 [00:51<00:17, 121.06it/s]
    Epoch 2:  94%|█████████▎| 31491/33666 [16:28<01:08, 31.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6242/8416 [00:51<00:17, 121.06it/s]
    Epoch 2:  94%|█████████▎| 31492/33666 [16:28<01:08, 31.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6243/8416 [00:51<00:17, 121.06it/s]
    Epoch 2:  94%|█████████▎| 31493/33666 [16:29<01:08, 31.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6244/8416 [00:51<00:17, 121.06it/s]
    Epoch 2:  94%|█████████▎| 31494/33666 [16:29<01:08, 31.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6245/8416 [00:51<00:17, 121.06it/s]
    Epoch 2:  94%|█████████▎| 31495/33666 [16:29<01:08, 31.84it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6246/8416 [00:51<00:17, 121.06it/s]
    Epoch 2:  94%|█████████▎| 31496/33666 [16:29<01:08, 31.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6247/8416 [00:51<00:17, 121.06it/s]
    Epoch 2:  94%|█████████▎| 31497/33666 [16:29<01:08, 31.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6248/8416 [00:51<00:17, 121.06it/s]
    Epoch 2:  94%|█████████▎| 31498/33666 [16:29<01:08, 31.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6249/8416 [00:51<00:17, 121.06it/s]
    Epoch 2:  94%|█████████▎| 31499/33666 [16:29<01:08, 31.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6250/8416 [00:51<00:17, 121.06it/s]
    Epoch 2:  94%|█████████▎| 31500/33666 [16:29<01:08, 31.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6251/8416 [00:51<00:17, 121.06it/s]
    Epoch 2:  94%|█████████▎| 31501/33666 [16:29<01:07, 31.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6252/8416 [00:51<00:17, 121.06it/s]
    Epoch 2:  94%|█████████▎| 31502/33666 [16:29<01:07, 31.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6253/8416 [00:51<00:17, 121.06it/s]
    Epoch 2:  94%|█████████▎| 31503/33666 [16:29<01:07, 31.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6254/8416 [00:51<00:17, 121.06it/s]
    Epoch 2:  94%|█████████▎| 31504/33666 [16:29<01:07, 31.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6255/8416 [00:51<00:17, 121.06it/s]
    Epoch 2:  94%|█████████▎| 31505/33666 [16:29<01:07, 31.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6256/8416 [00:51<00:17, 121.06it/s]
    Epoch 2:  94%|█████████▎| 31506/33666 [16:29<01:07, 31.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6257/8416 [00:51<00:17, 121.06it/s]
    Epoch 2:  94%|█████████▎| 31507/33666 [16:29<01:07, 31.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6258/8416 [00:51<00:17, 121.06it/s]
    Epoch 2:  94%|█████████▎| 31508/33666 [16:29<01:07, 31.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6259/8416 [00:51<00:17, 121.06it/s]
    Epoch 2:  94%|█████████▎| 31509/33666 [16:29<01:07, 31.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6260/8416 [00:51<00:17, 121.06it/s]
    Epoch 2:  94%|█████████▎| 31510/33666 [16:29<01:07, 31.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6261/8416 [00:51<00:17, 121.06it/s]
    Epoch 2:  94%|█████████▎| 31511/33666 [16:29<01:07, 31.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6262/8416 [00:51<00:17, 121.06it/s]
    Epoch 2:  94%|█████████▎| 31512/33666 [16:29<01:07, 31.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6263/8416 [00:51<00:17, 121.06it/s]
    Epoch 2:  94%|█████████▎| 31513/33666 [16:29<01:07, 31.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6264/8416 [00:51<00:17, 121.06it/s]
    Epoch 2:  94%|█████████▎| 31514/33666 [16:29<01:07, 31.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6265/8416 [00:51<00:17, 121.07it/s]
    Epoch 2:  94%|█████████▎| 31515/33666 [16:29<01:07, 31.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6266/8416 [00:51<00:17, 121.07it/s]
    Epoch 2:  94%|█████████▎| 31516/33666 [16:29<01:07, 31.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6267/8416 [00:51<00:17, 121.07it/s]
    Epoch 2:  94%|█████████▎| 31517/33666 [16:29<01:07, 31.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6268/8416 [00:51<00:17, 121.07it/s]
    Epoch 2:  94%|█████████▎| 31518/33666 [16:29<01:07, 31.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6269/8416 [00:51<00:17, 121.07it/s]
    Epoch 2:  94%|█████████▎| 31519/33666 [16:29<01:07, 31.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6270/8416 [00:51<00:17, 121.07it/s]
    Epoch 2:  94%|█████████▎| 31520/33666 [16:29<01:07, 31.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6271/8416 [00:51<00:17, 121.07it/s]
    Epoch 2:  94%|█████████▎| 31521/33666 [16:29<01:07, 31.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6272/8416 [00:51<00:17, 121.07it/s]
    Epoch 2:  94%|█████████▎| 31522/33666 [16:29<01:07, 31.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6273/8416 [00:51<00:17, 121.07it/s]
    Epoch 2:  94%|█████████▎| 31523/33666 [16:29<01:07, 31.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6274/8416 [00:51<00:17, 121.07it/s]
    Epoch 2:  94%|█████████▎| 31524/33666 [16:29<01:07, 31.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6275/8416 [00:51<00:17, 121.07it/s]
    Epoch 2:  94%|█████████▎| 31525/33666 [16:29<01:07, 31.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6276/8416 [00:51<00:17, 121.07it/s]
    Epoch 2:  94%|█████████▎| 31526/33666 [16:29<01:07, 31.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6277/8416 [00:51<00:17, 121.07it/s]
    Epoch 2:  94%|█████████▎| 31527/33666 [16:29<01:07, 31.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6278/8416 [00:51<00:17, 121.07it/s]
    Epoch 2:  94%|█████████▎| 31528/33666 [16:29<01:07, 31.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6279/8416 [00:51<00:17, 121.07it/s]
    Epoch 2:  94%|█████████▎| 31529/33666 [16:29<01:07, 31.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6280/8416 [00:51<00:17, 121.07it/s]
    Epoch 2:  94%|█████████▎| 31530/33666 [16:29<01:07, 31.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6281/8416 [00:51<00:17, 121.07it/s]
    Epoch 2:  94%|█████████▎| 31531/33666 [16:29<01:06, 31.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6282/8416 [00:51<00:17, 121.07it/s]
    Epoch 2:  94%|█████████▎| 31532/33666 [16:29<01:06, 31.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6283/8416 [00:51<00:17, 121.07it/s]
    Epoch 2:  94%|█████████▎| 31533/33666 [16:29<01:06, 31.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6284/8416 [00:51<00:17, 121.07it/s]
    Epoch 2:  94%|█████████▎| 31534/33666 [16:29<01:06, 31.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6285/8416 [00:51<00:17, 121.07it/s]
    Epoch 2:  94%|█████████▎| 31535/33666 [16:29<01:06, 31.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6286/8416 [00:51<00:17, 121.07it/s]
    Epoch 2:  94%|█████████▎| 31536/33666 [16:29<01:06, 31.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6287/8416 [00:51<00:17, 121.07it/s]
    Epoch 2:  94%|█████████▎| 31537/33666 [16:29<01:06, 31.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6288/8416 [00:51<00:17, 121.07it/s]
    Epoch 2:  94%|█████████▎| 31538/33666 [16:29<01:06, 31.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6289/8416 [00:51<00:17, 121.08it/s]
    Epoch 2:  94%|█████████▎| 31539/33666 [16:29<01:06, 31.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6290/8416 [00:51<00:17, 121.08it/s]
    Epoch 2:  94%|█████████▎| 31540/33666 [16:29<01:06, 31.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6291/8416 [00:51<00:17, 121.08it/s]
    Epoch 2:  94%|█████████▎| 31541/33666 [16:29<01:06, 31.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6292/8416 [00:51<00:17, 121.08it/s]
    Epoch 2:  94%|█████████▎| 31542/33666 [16:29<01:06, 31.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6293/8416 [00:51<00:17, 121.08it/s]
    Epoch 2:  94%|█████████▎| 31543/33666 [16:29<01:06, 31.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6294/8416 [00:51<00:17, 121.08it/s]
    Epoch 2:  94%|█████████▎| 31544/33666 [16:29<01:06, 31.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6295/8416 [00:51<00:17, 121.08it/s]
    Epoch 2:  94%|█████████▎| 31545/33666 [16:29<01:06, 31.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6296/8416 [00:52<00:17, 121.08it/s]
    Epoch 2:  94%|█████████▎| 31546/33666 [16:29<01:06, 31.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6297/8416 [00:52<00:17, 121.08it/s]
    Epoch 2:  94%|█████████▎| 31547/33666 [16:29<01:06, 31.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6298/8416 [00:52<00:17, 121.08it/s]
    Epoch 2:  94%|█████████▎| 31548/33666 [16:29<01:06, 31.88it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6299/8416 [00:52<00:17, 121.08it/s]
    Epoch 2:  94%|█████████▎| 31549/33666 [16:29<01:06, 31.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6300/8416 [00:52<00:17, 121.08it/s]
    Epoch 2:  94%|█████████▎| 31550/33666 [16:29<01:06, 31.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6301/8416 [00:52<00:17, 121.08it/s]
    Epoch 2:  94%|█████████▎| 31551/33666 [16:29<01:06, 31.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6302/8416 [00:52<00:17, 121.08it/s]
    Epoch 2:  94%|█████████▎| 31552/33666 [16:29<01:06, 31.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6303/8416 [00:52<00:17, 121.08it/s]
    Epoch 2:  94%|█████████▎| 31553/33666 [16:29<01:06, 31.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6304/8416 [00:52<00:17, 121.08it/s]
    Epoch 2:  94%|█████████▎| 31554/33666 [16:29<01:06, 31.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6305/8416 [00:52<00:17, 121.08it/s]
    Epoch 2:  94%|█████████▎| 31555/33666 [16:29<01:06, 31.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6306/8416 [00:52<00:17, 121.08it/s]
    Epoch 2:  94%|█████████▎| 31556/33666 [16:29<01:06, 31.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6307/8416 [00:52<00:17, 121.08it/s]
    Epoch 2:  94%|█████████▎| 31557/33666 [16:29<01:06, 31.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6308/8416 [00:52<00:17, 121.08it/s]
    Epoch 2:  94%|█████████▎| 31558/33666 [16:29<01:06, 31.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6309/8416 [00:52<00:17, 121.08it/s]
    Epoch 2:  94%|█████████▎| 31559/33666 [16:29<01:06, 31.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6310/8416 [00:52<00:17, 121.08it/s]
    Epoch 2:  94%|█████████▎| 31560/33666 [16:29<01:06, 31.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▍  | 6311/8416 [00:52<00:17, 121.08it/s]
    Epoch 2:  94%|█████████▎| 31561/33666 [16:29<01:05, 31.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6312/8416 [00:52<00:17, 121.08it/s]
    Epoch 2:  94%|█████████▍| 31562/33666 [16:29<01:05, 31.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6313/8416 [00:52<00:17, 121.08it/s]
    Epoch 2:  94%|█████████▍| 31563/33666 [16:29<01:05, 31.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6314/8416 [00:52<00:17, 121.09it/s]
    Epoch 2:  94%|█████████▍| 31564/33666 [16:29<01:05, 31.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6315/8416 [00:52<00:17, 121.09it/s]
    Epoch 2:  94%|█████████▍| 31565/33666 [16:29<01:05, 31.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6316/8416 [00:52<00:17, 121.09it/s]
    Epoch 2:  94%|█████████▍| 31566/33666 [16:29<01:05, 31.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6317/8416 [00:52<00:17, 121.09it/s]
    Epoch 2:  94%|█████████▍| 31567/33666 [16:29<01:05, 31.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6318/8416 [00:52<00:17, 121.09it/s]
    Epoch 2:  94%|█████████▍| 31568/33666 [16:29<01:05, 31.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6319/8416 [00:52<00:17, 121.09it/s]
    Epoch 2:  94%|█████████▍| 31569/33666 [16:29<01:05, 31.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6320/8416 [00:52<00:17, 121.09it/s]
    Epoch 2:  94%|█████████▍| 31570/33666 [16:29<01:05, 31.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6321/8416 [00:52<00:17, 121.09it/s]
    Epoch 2:  94%|█████████▍| 31571/33666 [16:29<01:05, 31.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6322/8416 [00:52<00:17, 121.09it/s]
    Epoch 2:  94%|█████████▍| 31572/33666 [16:29<01:05, 31.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6323/8416 [00:52<00:17, 121.09it/s]
    Epoch 2:  94%|█████████▍| 31573/33666 [16:29<01:05, 31.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6324/8416 [00:52<00:17, 121.09it/s]
    Epoch 2:  94%|█████████▍| 31574/33666 [16:29<01:05, 31.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6325/8416 [00:52<00:17, 121.09it/s]
    Epoch 2:  94%|█████████▍| 31575/33666 [16:29<01:05, 31.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6326/8416 [00:52<00:17, 121.09it/s]
    Epoch 2:  94%|█████████▍| 31576/33666 [16:29<01:05, 31.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6327/8416 [00:52<00:17, 121.09it/s]
    Epoch 2:  94%|█████████▍| 31577/33666 [16:29<01:05, 31.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6328/8416 [00:52<00:17, 121.09it/s]
    Epoch 2:  94%|█████████▍| 31578/33666 [16:29<01:05, 31.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6329/8416 [00:52<00:17, 121.09it/s]
    Epoch 2:  94%|█████████▍| 31579/33666 [16:29<01:05, 31.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6330/8416 [00:52<00:17, 121.09it/s]
    Epoch 2:  94%|█████████▍| 31580/33666 [16:29<01:05, 31.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6331/8416 [00:52<00:17, 121.09it/s]
    Epoch 2:  94%|█████████▍| 31581/33666 [16:29<01:05, 31.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6332/8416 [00:52<00:17, 121.09it/s]
    Epoch 2:  94%|█████████▍| 31582/33666 [16:29<01:05, 31.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6333/8416 [00:52<00:17, 121.09it/s]
    Epoch 2:  94%|█████████▍| 31583/33666 [16:29<01:05, 31.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6334/8416 [00:52<00:17, 121.09it/s]
    Epoch 2:  94%|█████████▍| 31584/33666 [16:29<01:05, 31.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6335/8416 [00:52<00:17, 121.09it/s]
    Epoch 2:  94%|█████████▍| 31585/33666 [16:29<01:05, 31.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6336/8416 [00:52<00:17, 121.10it/s]
    Epoch 2:  94%|█████████▍| 31586/33666 [16:29<01:05, 31.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6337/8416 [00:52<00:17, 121.10it/s]
    Epoch 2:  94%|█████████▍| 31587/33666 [16:29<01:05, 31.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6338/8416 [00:52<00:17, 121.10it/s]
    Epoch 2:  94%|█████████▍| 31588/33666 [16:29<01:05, 31.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6339/8416 [00:52<00:17, 121.08it/s]
    Epoch 2:  94%|█████████▍| 31589/33666 [16:29<01:05, 31.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6340/8416 [00:52<00:17, 121.08it/s]
    Epoch 2:  94%|█████████▍| 31590/33666 [16:29<01:05, 31.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6341/8416 [00:52<00:17, 121.08it/s]
    Epoch 2:  94%|█████████▍| 31591/33666 [16:29<01:05, 31.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6342/8416 [00:52<00:17, 121.08it/s]
    Epoch 2:  94%|█████████▍| 31592/33666 [16:29<01:04, 31.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6343/8416 [00:52<00:17, 121.08it/s]
    Epoch 2:  94%|█████████▍| 31593/33666 [16:29<01:04, 31.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6344/8416 [00:52<00:17, 121.08it/s]
    Epoch 2:  94%|█████████▍| 31594/33666 [16:29<01:04, 31.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6345/8416 [00:52<00:17, 121.07it/s]
    Epoch 2:  94%|█████████▍| 31595/33666 [16:29<01:04, 31.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6346/8416 [00:52<00:17, 121.07it/s]
    Epoch 2:  94%|█████████▍| 31596/33666 [16:29<01:04, 31.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6347/8416 [00:52<00:17, 121.07it/s]
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    Validation DataLoader 0:  75%|███████▌  | 6348/8416 [00:52<00:17, 121.07it/s]
    Epoch 2:  94%|█████████▍| 31598/33666 [16:29<01:04, 31.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6349/8416 [00:52<00:17, 121.07it/s]
    Epoch 2:  94%|█████████▍| 31599/33666 [16:29<01:04, 31.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6350/8416 [00:52<00:17, 121.07it/s]
    Epoch 2:  94%|█████████▍| 31600/33666 [16:29<01:04, 31.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6351/8416 [00:52<00:17, 121.07it/s]
    Epoch 2:  94%|█████████▍| 31601/33666 [16:29<01:04, 31.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6352/8416 [00:52<00:17, 121.07it/s]
    Epoch 2:  94%|█████████▍| 31602/33666 [16:29<01:04, 31.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6353/8416 [00:52<00:17, 121.07it/s]
    Epoch 2:  94%|█████████▍| 31603/33666 [16:29<01:04, 31.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6354/8416 [00:52<00:17, 121.07it/s]
    Epoch 2:  94%|█████████▍| 31604/33666 [16:29<01:04, 31.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6355/8416 [00:52<00:17, 121.06it/s]
    Epoch 2:  94%|█████████▍| 31605/33666 [16:29<01:04, 31.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6356/8416 [00:52<00:17, 121.06it/s]
    Epoch 2:  94%|█████████▍| 31606/33666 [16:29<01:04, 31.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6357/8416 [00:52<00:17, 121.06it/s]
    Epoch 2:  94%|█████████▍| 31607/33666 [16:29<01:04, 31.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6358/8416 [00:52<00:16, 121.06it/s]
    Epoch 2:  94%|█████████▍| 31608/33666 [16:29<01:04, 31.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6359/8416 [00:52<00:16, 121.06it/s]
    Epoch 2:  94%|█████████▍| 31609/33666 [16:29<01:04, 31.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6360/8416 [00:52<00:16, 121.06it/s]
    Epoch 2:  94%|█████████▍| 31610/33666 [16:29<01:04, 31.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6361/8416 [00:52<00:16, 121.06it/s]
    Epoch 2:  94%|█████████▍| 31611/33666 [16:29<01:04, 31.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6362/8416 [00:52<00:16, 121.06it/s]
    Epoch 2:  94%|█████████▍| 31612/33666 [16:29<01:04, 31.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6363/8416 [00:52<00:16, 121.06it/s]
    Epoch 2:  94%|█████████▍| 31613/33666 [16:29<01:04, 31.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6364/8416 [00:52<00:16, 121.06it/s]
    Epoch 2:  94%|█████████▍| 31614/33666 [16:30<01:04, 31.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6365/8416 [00:52<00:16, 121.06it/s]
    Epoch 2:  94%|█████████▍| 31615/33666 [16:30<01:04, 31.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6366/8416 [00:52<00:16, 121.06it/s]
    Epoch 2:  94%|█████████▍| 31616/33666 [16:30<01:04, 31.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6367/8416 [00:52<00:16, 121.06it/s]
    Epoch 2:  94%|█████████▍| 31617/33666 [16:30<01:04, 31.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6368/8416 [00:52<00:16, 121.05it/s]
    Epoch 2:  94%|█████████▍| 31618/33666 [16:30<01:04, 31.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6369/8416 [00:52<00:16, 121.05it/s]
    Epoch 2:  94%|█████████▍| 31619/33666 [16:30<01:04, 31.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6370/8416 [00:52<00:16, 121.05it/s]
    Epoch 2:  94%|█████████▍| 31620/33666 [16:30<01:04, 31.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6371/8416 [00:52<00:16, 121.05it/s]
    Epoch 2:  94%|█████████▍| 31621/33666 [16:30<01:04, 31.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6372/8416 [00:52<00:16, 121.05it/s]
    Epoch 2:  94%|█████████▍| 31622/33666 [16:30<01:03, 31.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6373/8416 [00:52<00:16, 121.05it/s]
    Epoch 2:  94%|█████████▍| 31623/33666 [16:30<01:03, 31.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6374/8416 [00:52<00:16, 121.05it/s]
    Epoch 2:  94%|█████████▍| 31624/33666 [16:30<01:03, 31.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6375/8416 [00:52<00:16, 121.05it/s]
    Epoch 2:  94%|█████████▍| 31625/33666 [16:30<01:03, 31.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6376/8416 [00:52<00:16, 121.05it/s]
    Epoch 2:  94%|█████████▍| 31626/33666 [16:30<01:03, 31.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6377/8416 [00:52<00:16, 121.05it/s]
    Epoch 2:  94%|█████████▍| 31627/33666 [16:30<01:03, 31.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6378/8416 [00:52<00:16, 121.05it/s]
    Epoch 2:  94%|█████████▍| 31628/33666 [16:30<01:03, 31.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6379/8416 [00:52<00:16, 121.05it/s]
    Epoch 2:  94%|█████████▍| 31629/33666 [16:30<01:03, 31.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6380/8416 [00:52<00:16, 121.05it/s]
    Epoch 2:  94%|█████████▍| 31630/33666 [16:30<01:03, 31.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6381/8416 [00:52<00:16, 121.05it/s]
    Epoch 2:  94%|█████████▍| 31631/33666 [16:30<01:03, 31.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6382/8416 [00:52<00:16, 121.05it/s]
    Epoch 2:  94%|█████████▍| 31632/33666 [16:30<01:03, 31.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6383/8416 [00:52<00:16, 121.05it/s]
    Epoch 2:  94%|█████████▍| 31633/33666 [16:30<01:03, 31.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6384/8416 [00:52<00:16, 121.05it/s]
    Epoch 2:  94%|█████████▍| 31634/33666 [16:30<01:03, 31.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6385/8416 [00:52<00:16, 121.05it/s]
    Epoch 2:  94%|█████████▍| 31635/33666 [16:30<01:03, 31.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6386/8416 [00:52<00:16, 121.05it/s]
    Epoch 2:  94%|█████████▍| 31636/33666 [16:30<01:03, 31.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6387/8416 [00:52<00:16, 121.05it/s]
    Epoch 2:  94%|█████████▍| 31637/33666 [16:30<01:03, 31.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6388/8416 [00:52<00:16, 121.05it/s]
    Epoch 2:  94%|█████████▍| 31638/33666 [16:30<01:03, 31.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6389/8416 [00:52<00:16, 121.05it/s]
    Epoch 2:  94%|█████████▍| 31639/33666 [16:30<01:03, 31.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6390/8416 [00:52<00:16, 121.05it/s]
    Epoch 2:  94%|█████████▍| 31640/33666 [16:30<01:03, 31.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6391/8416 [00:52<00:16, 121.05it/s]
    Epoch 2:  94%|█████████▍| 31641/33666 [16:30<01:03, 31.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6392/8416 [00:52<00:16, 121.05it/s]
    Epoch 2:  94%|█████████▍| 31642/33666 [16:30<01:03, 31.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6393/8416 [00:52<00:16, 121.05it/s]
    Epoch 2:  94%|█████████▍| 31643/33666 [16:30<01:03, 31.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6394/8416 [00:52<00:16, 121.05it/s]
    Epoch 2:  94%|█████████▍| 31644/33666 [16:30<01:03, 31.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6395/8416 [00:52<00:16, 121.05it/s]
    Epoch 2:  94%|█████████▍| 31645/33666 [16:30<01:03, 31.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6396/8416 [00:52<00:16, 121.04it/s]
    Epoch 2:  94%|█████████▍| 31646/33666 [16:30<01:03, 31.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6397/8416 [00:52<00:16, 121.04it/s]
    Epoch 2:  94%|█████████▍| 31647/33666 [16:30<01:03, 31.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6398/8416 [00:52<00:16, 121.04it/s]
    Epoch 2:  94%|█████████▍| 31648/33666 [16:30<01:03, 31.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6399/8416 [00:52<00:16, 121.04it/s]
    Epoch 2:  94%|█████████▍| 31649/33666 [16:30<01:03, 31.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6400/8416 [00:52<00:16, 121.04it/s]
    Epoch 2:  94%|█████████▍| 31650/33666 [16:30<01:03, 31.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6401/8416 [00:52<00:16, 121.04it/s]
    Epoch 2:  94%|█████████▍| 31651/33666 [16:30<01:03, 31.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6402/8416 [00:52<00:16, 121.04it/s]
    Epoch 2:  94%|█████████▍| 31652/33666 [16:30<01:03, 31.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6403/8416 [00:52<00:16, 121.04it/s]
    Epoch 2:  94%|█████████▍| 31653/33666 [16:30<01:02, 31.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6404/8416 [00:52<00:16, 121.04it/s]
    Epoch 2:  94%|█████████▍| 31654/33666 [16:30<01:02, 31.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6405/8416 [00:52<00:16, 121.04it/s]
    Epoch 2:  94%|█████████▍| 31655/33666 [16:30<01:02, 31.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6406/8416 [00:52<00:16, 121.04it/s]
    Epoch 2:  94%|█████████▍| 31656/33666 [16:30<01:02, 31.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6407/8416 [00:52<00:16, 121.04it/s]
    Epoch 2:  94%|█████████▍| 31657/33666 [16:30<01:02, 31.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6408/8416 [00:52<00:16, 121.04it/s]
    Epoch 2:  94%|█████████▍| 31658/33666 [16:30<01:02, 31.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6409/8416 [00:52<00:16, 121.04it/s]
    Epoch 2:  94%|█████████▍| 31659/33666 [16:30<01:02, 31.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6410/8416 [00:52<00:16, 121.04it/s]
    Epoch 2:  94%|█████████▍| 31660/33666 [16:30<01:02, 31.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6411/8416 [00:52<00:16, 121.04it/s]
    Epoch 2:  94%|█████████▍| 31661/33666 [16:30<01:02, 31.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6412/8416 [00:52<00:16, 121.04it/s]
    Epoch 2:  94%|█████████▍| 31662/33666 [16:30<01:02, 31.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6413/8416 [00:52<00:16, 121.04it/s]
    Epoch 2:  94%|█████████▍| 31663/33666 [16:30<01:02, 31.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6414/8416 [00:52<00:16, 121.04it/s]
    Epoch 2:  94%|█████████▍| 31664/33666 [16:30<01:02, 31.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6415/8416 [00:52<00:16, 121.04it/s]
    Epoch 2:  94%|█████████▍| 31665/33666 [16:30<01:02, 31.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6416/8416 [00:53<00:16, 121.04it/s]
    Epoch 2:  94%|█████████▍| 31666/33666 [16:30<01:02, 31.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6417/8416 [00:53<00:16, 121.04it/s]
    Epoch 2:  94%|█████████▍| 31667/33666 [16:30<01:02, 31.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6418/8416 [00:53<00:16, 121.04it/s]
    Epoch 2:  94%|█████████▍| 31668/33666 [16:30<01:02, 31.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6419/8416 [00:53<00:16, 121.04it/s]
    Epoch 2:  94%|█████████▍| 31669/33666 [16:30<01:02, 31.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6420/8416 [00:53<00:16, 121.04it/s]
    Epoch 2:  94%|█████████▍| 31670/33666 [16:30<01:02, 31.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6421/8416 [00:53<00:16, 121.04it/s]
    Epoch 2:  94%|█████████▍| 31671/33666 [16:30<01:02, 31.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6422/8416 [00:53<00:16, 121.04it/s]
    Epoch 2:  94%|█████████▍| 31672/33666 [16:30<01:02, 31.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6423/8416 [00:53<00:16, 121.04it/s]
    Epoch 2:  94%|█████████▍| 31673/33666 [16:30<01:02, 31.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6424/8416 [00:53<00:16, 121.04it/s]
    Epoch 2:  94%|█████████▍| 31674/33666 [16:30<01:02, 31.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6425/8416 [00:53<00:16, 121.04it/s]
    Epoch 2:  94%|█████████▍| 31675/33666 [16:30<01:02, 31.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6426/8416 [00:53<00:16, 121.04it/s]
    Epoch 2:  94%|█████████▍| 31676/33666 [16:30<01:02, 31.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6427/8416 [00:53<00:16, 121.04it/s]
    Epoch 2:  94%|█████████▍| 31677/33666 [16:30<01:02, 31.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6428/8416 [00:53<00:16, 121.04it/s]
    Epoch 2:  94%|█████████▍| 31678/33666 [16:30<01:02, 31.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6429/8416 [00:53<00:16, 121.04it/s]
    Epoch 2:  94%|█████████▍| 31679/33666 [16:30<01:02, 31.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6430/8416 [00:53<00:16, 121.04it/s]
    Epoch 2:  94%|█████████▍| 31680/33666 [16:30<01:02, 31.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6431/8416 [00:53<00:16, 121.04it/s]
    Epoch 2:  94%|█████████▍| 31681/33666 [16:30<01:02, 31.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6432/8416 [00:53<00:16, 121.04it/s]
    Epoch 2:  94%|█████████▍| 31682/33666 [16:30<01:02, 31.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6433/8416 [00:53<00:16, 121.03it/s]
    Epoch 2:  94%|█████████▍| 31683/33666 [16:30<01:01, 31.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6434/8416 [00:53<00:16, 121.03it/s]
    Epoch 2:  94%|█████████▍| 31684/33666 [16:30<01:01, 31.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6435/8416 [00:53<00:16, 121.03it/s]
    Epoch 2:  94%|█████████▍| 31685/33666 [16:30<01:01, 31.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6436/8416 [00:53<00:16, 121.03it/s]
    Epoch 2:  94%|█████████▍| 31686/33666 [16:30<01:01, 31.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6437/8416 [00:53<00:16, 121.03it/s]
    Epoch 2:  94%|█████████▍| 31687/33666 [16:30<01:01, 31.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6438/8416 [00:53<00:16, 121.03it/s]
    Epoch 2:  94%|█████████▍| 31688/33666 [16:30<01:01, 31.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6439/8416 [00:53<00:16, 121.03it/s]
    Epoch 2:  94%|█████████▍| 31689/33666 [16:30<01:01, 31.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6440/8416 [00:53<00:16, 121.03it/s]
    Epoch 2:  94%|█████████▍| 31690/33666 [16:30<01:01, 31.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6441/8416 [00:53<00:16, 121.03it/s]
    Epoch 2:  94%|█████████▍| 31691/33666 [16:30<01:01, 31.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6442/8416 [00:53<00:16, 121.03it/s]
    Epoch 2:  94%|█████████▍| 31692/33666 [16:30<01:01, 31.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6443/8416 [00:53<00:16, 121.03it/s]
    Epoch 2:  94%|█████████▍| 31693/33666 [16:30<01:01, 31.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6444/8416 [00:53<00:16, 121.03it/s]
    Epoch 2:  94%|█████████▍| 31694/33666 [16:30<01:01, 31.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6445/8416 [00:53<00:16, 121.03it/s]
    Epoch 2:  94%|█████████▍| 31695/33666 [16:30<01:01, 31.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6446/8416 [00:53<00:16, 121.03it/s]
    Epoch 2:  94%|█████████▍| 31696/33666 [16:30<01:01, 31.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6447/8416 [00:53<00:16, 121.03it/s]
    Epoch 2:  94%|█████████▍| 31697/33666 [16:30<01:01, 31.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6448/8416 [00:53<00:16, 121.03it/s]
    Epoch 2:  94%|█████████▍| 31698/33666 [16:30<01:01, 32.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6449/8416 [00:53<00:16, 121.03it/s]
    Epoch 2:  94%|█████████▍| 31699/33666 [16:30<01:01, 32.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6450/8416 [00:53<00:16, 121.03it/s]
    Epoch 2:  94%|█████████▍| 31700/33666 [16:30<01:01, 32.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6451/8416 [00:53<00:16, 121.03it/s]
    Epoch 2:  94%|█████████▍| 31701/33666 [16:30<01:01, 32.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6452/8416 [00:53<00:16, 121.03it/s]
    Epoch 2:  94%|█████████▍| 31702/33666 [16:30<01:01, 32.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6453/8416 [00:53<00:16, 121.03it/s]
    Epoch 2:  94%|█████████▍| 31703/33666 [16:30<01:01, 32.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6454/8416 [00:53<00:16, 121.03it/s]
    Epoch 2:  94%|█████████▍| 31704/33666 [16:30<01:01, 32.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6455/8416 [00:53<00:16, 121.03it/s]
    Epoch 2:  94%|█████████▍| 31705/33666 [16:30<01:01, 32.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6456/8416 [00:53<00:16, 121.03it/s]
    Epoch 2:  94%|█████████▍| 31706/33666 [16:30<01:01, 32.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6457/8416 [00:53<00:16, 121.03it/s]
    Epoch 2:  94%|█████████▍| 31707/33666 [16:30<01:01, 32.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6458/8416 [00:53<00:16, 121.03it/s]
    Epoch 2:  94%|█████████▍| 31708/33666 [16:30<01:01, 32.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6459/8416 [00:53<00:16, 121.03it/s]
    Epoch 2:  94%|█████████▍| 31709/33666 [16:30<01:01, 32.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6460/8416 [00:53<00:16, 121.03it/s]
    Epoch 2:  94%|█████████▍| 31710/33666 [16:30<01:01, 32.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6461/8416 [00:53<00:16, 121.03it/s]
    Epoch 2:  94%|█████████▍| 31711/33666 [16:30<01:01, 32.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6462/8416 [00:53<00:16, 121.03it/s]
    Epoch 2:  94%|█████████▍| 31712/33666 [16:30<01:01, 32.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6463/8416 [00:53<00:16, 121.03it/s]
    Epoch 2:  94%|█████████▍| 31713/33666 [16:30<01:01, 32.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6464/8416 [00:53<00:16, 121.03it/s]
    Epoch 2:  94%|█████████▍| 31714/33666 [16:30<01:00, 32.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6465/8416 [00:53<00:16, 121.03it/s]
    Epoch 2:  94%|█████████▍| 31715/33666 [16:30<01:00, 32.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6466/8416 [00:53<00:16, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31716/33666 [16:30<01:00, 32.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6467/8416 [00:53<00:16, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31717/33666 [16:30<01:00, 32.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6468/8416 [00:53<00:16, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31718/33666 [16:30<01:00, 32.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6469/8416 [00:53<00:16, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31719/33666 [16:30<01:00, 32.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6470/8416 [00:53<00:16, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31720/33666 [16:30<01:00, 32.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6471/8416 [00:53<00:16, 121.03it/s]
    Epoch 2:  94%|█████████▍| 31721/33666 [16:30<01:00, 32.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6472/8416 [00:53<00:16, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31722/33666 [16:30<01:00, 32.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6473/8416 [00:53<00:16, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31723/33666 [16:30<01:00, 32.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6474/8416 [00:53<00:16, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31724/33666 [16:30<01:00, 32.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6475/8416 [00:53<00:16, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31725/33666 [16:30<01:00, 32.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6476/8416 [00:53<00:16, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31726/33666 [16:30<01:00, 32.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6477/8416 [00:53<00:16, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31727/33666 [16:30<01:00, 32.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6478/8416 [00:53<00:16, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31728/33666 [16:30<01:00, 32.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6479/8416 [00:53<00:16, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31729/33666 [16:30<01:00, 32.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6480/8416 [00:53<00:15, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31730/33666 [16:30<01:00, 32.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6481/8416 [00:53<00:15, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31731/33666 [16:30<01:00, 32.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6482/8416 [00:53<00:15, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31732/33666 [16:30<01:00, 32.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6483/8416 [00:53<00:15, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31733/33666 [16:31<01:00, 32.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6484/8416 [00:53<00:15, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31734/33666 [16:31<01:00, 32.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6485/8416 [00:53<00:15, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31735/33666 [16:31<01:00, 32.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6486/8416 [00:53<00:15, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31736/33666 [16:31<01:00, 32.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6487/8416 [00:53<00:15, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31737/33666 [16:31<01:00, 32.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6488/8416 [00:53<00:15, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31738/33666 [16:31<01:00, 32.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6489/8416 [00:53<00:15, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31739/33666 [16:31<01:00, 32.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6490/8416 [00:53<00:15, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31740/33666 [16:31<01:00, 32.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6491/8416 [00:53<00:15, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31741/33666 [16:31<01:00, 32.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6492/8416 [00:53<00:15, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31742/33666 [16:31<01:00, 32.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6493/8416 [00:53<00:15, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31743/33666 [16:31<01:00, 32.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6494/8416 [00:53<00:15, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31744/33666 [16:31<01:00, 32.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6495/8416 [00:53<00:15, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31745/33666 [16:31<00:59, 32.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6496/8416 [00:53<00:15, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31746/33666 [16:31<00:59, 32.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6497/8416 [00:53<00:15, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31747/33666 [16:31<00:59, 32.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6498/8416 [00:53<00:15, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31748/33666 [16:31<00:59, 32.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6499/8416 [00:53<00:15, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31749/33666 [16:31<00:59, 32.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6500/8416 [00:53<00:15, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31750/33666 [16:31<00:59, 32.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6501/8416 [00:53<00:15, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31751/33666 [16:31<00:59, 32.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6502/8416 [00:53<00:15, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31752/33666 [16:31<00:59, 32.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6503/8416 [00:53<00:15, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31753/33666 [16:31<00:59, 32.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6504/8416 [00:53<00:15, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31754/33666 [16:31<00:59, 32.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6505/8416 [00:53<00:15, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31755/33666 [16:31<00:59, 32.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6506/8416 [00:53<00:15, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31756/33666 [16:31<00:59, 32.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6507/8416 [00:53<00:15, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31757/33666 [16:31<00:59, 32.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6508/8416 [00:53<00:15, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31758/33666 [16:31<00:59, 32.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6509/8416 [00:53<00:15, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31759/33666 [16:31<00:59, 32.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6510/8416 [00:53<00:15, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31760/33666 [16:31<00:59, 32.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6511/8416 [00:53<00:15, 121.02it/s]
    Epoch 2:  94%|█████████▍| 31761/33666 [16:31<00:59, 32.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6512/8416 [00:53<00:15, 121.01it/s]
    Epoch 2:  94%|█████████▍| 31762/33666 [16:31<00:59, 32.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6513/8416 [00:53<00:15, 121.01it/s]
    Epoch 2:  94%|█████████▍| 31763/33666 [16:31<00:59, 32.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6514/8416 [00:53<00:15, 121.01it/s]
    Epoch 2:  94%|█████████▍| 31764/33666 [16:31<00:59, 32.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6515/8416 [00:53<00:15, 121.01it/s]
    Epoch 2:  94%|█████████▍| 31765/33666 [16:31<00:59, 32.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6516/8416 [00:53<00:15, 121.01it/s]
    Epoch 2:  94%|█████████▍| 31766/33666 [16:31<00:59, 32.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6517/8416 [00:53<00:15, 121.01it/s]
    Epoch 2:  94%|█████████▍| 31767/33666 [16:31<00:59, 32.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6518/8416 [00:53<00:15, 121.01it/s]
    Epoch 2:  94%|█████████▍| 31768/33666 [16:31<00:59, 32.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6519/8416 [00:53<00:15, 121.01it/s]
    Epoch 2:  94%|█████████▍| 31769/33666 [16:31<00:59, 32.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6520/8416 [00:53<00:15, 121.01it/s]
    Epoch 2:  94%|█████████▍| 31770/33666 [16:31<00:59, 32.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6521/8416 [00:53<00:15, 121.00it/s]
    Epoch 2:  94%|█████████▍| 31771/33666 [16:31<00:59, 32.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6522/8416 [00:53<00:15, 121.00it/s]
    Epoch 2:  94%|█████████▍| 31772/33666 [16:31<00:59, 32.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6523/8416 [00:53<00:15, 121.00it/s]
    Epoch 2:  94%|█████████▍| 31773/33666 [16:31<00:59, 32.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6524/8416 [00:53<00:15, 121.00it/s]
    Epoch 2:  94%|█████████▍| 31774/33666 [16:31<00:59, 32.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6525/8416 [00:53<00:15, 121.00it/s]
    Epoch 2:  94%|█████████▍| 31775/33666 [16:31<00:58, 32.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6526/8416 [00:53<00:15, 121.00it/s]
    Epoch 2:  94%|█████████▍| 31776/33666 [16:31<00:58, 32.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6527/8416 [00:53<00:15, 121.00it/s]
    Epoch 2:  94%|█████████▍| 31777/33666 [16:31<00:58, 32.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6528/8416 [00:53<00:15, 121.00it/s]
    Epoch 2:  94%|█████████▍| 31778/33666 [16:31<00:58, 32.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6529/8416 [00:53<00:15, 121.00it/s]
    Epoch 2:  94%|█████████▍| 31779/33666 [16:31<00:58, 32.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6530/8416 [00:53<00:15, 121.00it/s]
    Epoch 2:  94%|█████████▍| 31780/33666 [16:31<00:58, 32.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6531/8416 [00:53<00:15, 120.99it/s]
    Epoch 2:  94%|█████████▍| 31781/33666 [16:31<00:58, 32.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6532/8416 [00:53<00:15, 120.99it/s]
    Epoch 2:  94%|█████████▍| 31782/33666 [16:31<00:58, 32.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6533/8416 [00:53<00:15, 120.99it/s]
    Epoch 2:  94%|█████████▍| 31783/33666 [16:31<00:58, 32.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6534/8416 [00:54<00:15, 120.99it/s]
    Epoch 2:  94%|█████████▍| 31784/33666 [16:31<00:58, 32.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6535/8416 [00:54<00:15, 120.99it/s]
    Epoch 2:  94%|█████████▍| 31785/33666 [16:31<00:58, 32.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6536/8416 [00:54<00:15, 120.99it/s]
    Epoch 2:  94%|█████████▍| 31786/33666 [16:31<00:58, 32.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6537/8416 [00:54<00:15, 120.99it/s]
    Epoch 2:  94%|█████████▍| 31787/33666 [16:31<00:58, 32.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6538/8416 [00:54<00:15, 120.99it/s]
    Epoch 2:  94%|█████████▍| 31788/33666 [16:31<00:58, 32.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6539/8416 [00:54<00:15, 120.99it/s]
    Epoch 2:  94%|█████████▍| 31789/33666 [16:31<00:58, 32.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6540/8416 [00:54<00:15, 120.98it/s]
    Epoch 2:  94%|█████████▍| 31790/33666 [16:31<00:58, 32.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6541/8416 [00:54<00:15, 120.98it/s]
    Epoch 2:  94%|█████████▍| 31791/33666 [16:31<00:58, 32.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6542/8416 [00:54<00:15, 120.98it/s]
    Epoch 2:  94%|█████████▍| 31792/33666 [16:31<00:58, 32.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6543/8416 [00:54<00:15, 120.98it/s]
    Epoch 2:  94%|█████████▍| 31793/33666 [16:31<00:58, 32.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6544/8416 [00:54<00:15, 120.98it/s]
    Epoch 2:  94%|█████████▍| 31794/33666 [16:31<00:58, 32.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6545/8416 [00:54<00:15, 120.98it/s]
    Epoch 2:  94%|█████████▍| 31795/33666 [16:31<00:58, 32.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6546/8416 [00:54<00:15, 120.98it/s]
    Epoch 2:  94%|█████████▍| 31796/33666 [16:31<00:58, 32.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6547/8416 [00:54<00:15, 120.98it/s]
    Epoch 2:  94%|█████████▍| 31797/33666 [16:31<00:58, 32.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6548/8416 [00:54<00:15, 120.98it/s]
    Epoch 2:  94%|█████████▍| 31798/33666 [16:31<00:58, 32.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6549/8416 [00:54<00:15, 120.98it/s]
    Epoch 2:  94%|█████████▍| 31799/33666 [16:31<00:58, 32.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6550/8416 [00:54<00:15, 120.98it/s]
    Epoch 2:  94%|█████████▍| 31800/33666 [16:31<00:58, 32.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6551/8416 [00:54<00:15, 120.98it/s]
    Epoch 2:  94%|█████████▍| 31801/33666 [16:31<00:58, 32.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6552/8416 [00:54<00:15, 120.98it/s]
    Epoch 2:  94%|█████████▍| 31802/33666 [16:31<00:58, 32.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6553/8416 [00:54<00:15, 120.97it/s]
    Epoch 2:  94%|█████████▍| 31803/33666 [16:31<00:58, 32.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6554/8416 [00:54<00:15, 120.97it/s]
    Epoch 2:  94%|█████████▍| 31804/33666 [16:31<00:58, 32.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6555/8416 [00:54<00:15, 120.97it/s]
    Epoch 2:  94%|█████████▍| 31805/33666 [16:31<00:58, 32.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6556/8416 [00:54<00:15, 120.97it/s]
    Epoch 2:  94%|█████████▍| 31806/33666 [16:31<00:57, 32.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6557/8416 [00:54<00:15, 120.97it/s]
    Epoch 2:  94%|█████████▍| 31807/33666 [16:31<00:57, 32.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6558/8416 [00:54<00:15, 120.97it/s]
    Epoch 2:  94%|█████████▍| 31808/33666 [16:31<00:57, 32.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6559/8416 [00:54<00:15, 120.97it/s]
    Epoch 2:  94%|█████████▍| 31809/33666 [16:31<00:57, 32.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6560/8416 [00:54<00:15, 120.97it/s]
    Epoch 2:  94%|█████████▍| 31810/33666 [16:31<00:57, 32.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6561/8416 [00:54<00:15, 120.97it/s]
    Epoch 2:  94%|█████████▍| 31811/33666 [16:31<00:57, 32.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6562/8416 [00:54<00:15, 120.97it/s]
    Epoch 2:  94%|█████████▍| 31812/33666 [16:31<00:57, 32.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6563/8416 [00:54<00:15, 120.97it/s]
    Epoch 2:  94%|█████████▍| 31813/33666 [16:31<00:57, 32.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6564/8416 [00:54<00:15, 120.97it/s]
    Epoch 2:  94%|█████████▍| 31814/33666 [16:31<00:57, 32.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6565/8416 [00:54<00:15, 120.97it/s]
    Epoch 2:  95%|█████████▍| 31815/33666 [16:31<00:57, 32.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6566/8416 [00:54<00:15, 120.97it/s]
    Epoch 2:  95%|█████████▍| 31816/33666 [16:31<00:57, 32.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6567/8416 [00:54<00:15, 120.97it/s]
    Epoch 2:  95%|█████████▍| 31817/33666 [16:31<00:57, 32.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6568/8416 [00:54<00:15, 120.97it/s]
    Epoch 2:  95%|█████████▍| 31818/33666 [16:31<00:57, 32.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6569/8416 [00:54<00:15, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31819/33666 [16:31<00:57, 32.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6570/8416 [00:54<00:15, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31820/33666 [16:31<00:57, 32.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6571/8416 [00:54<00:15, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31821/33666 [16:31<00:57, 32.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6572/8416 [00:54<00:15, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31822/33666 [16:31<00:57, 32.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6573/8416 [00:54<00:15, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31823/33666 [16:31<00:57, 32.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6574/8416 [00:54<00:15, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31824/33666 [16:31<00:57, 32.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6575/8416 [00:54<00:15, 120.97it/s]
    Epoch 2:  95%|█████████▍| 31825/33666 [16:31<00:57, 32.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6576/8416 [00:54<00:15, 120.97it/s]
    Epoch 2:  95%|█████████▍| 31826/33666 [16:31<00:57, 32.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6577/8416 [00:54<00:15, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31827/33666 [16:31<00:57, 32.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6578/8416 [00:54<00:15, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31828/33666 [16:31<00:57, 32.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6579/8416 [00:54<00:15, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31829/33666 [16:31<00:57, 32.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6580/8416 [00:54<00:15, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31830/33666 [16:31<00:57, 32.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6581/8416 [00:54<00:15, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31831/33666 [16:31<00:57, 32.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6582/8416 [00:54<00:15, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31832/33666 [16:31<00:57, 32.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6583/8416 [00:54<00:15, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31833/33666 [16:31<00:57, 32.09it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6584/8416 [00:54<00:15, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31834/33666 [16:31<00:57, 32.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6585/8416 [00:54<00:15, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31835/33666 [16:31<00:57, 32.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6586/8416 [00:54<00:15, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31836/33666 [16:31<00:57, 32.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6587/8416 [00:54<00:15, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31837/33666 [16:31<00:56, 32.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6588/8416 [00:54<00:15, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31838/33666 [16:31<00:56, 32.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6589/8416 [00:54<00:15, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31839/33666 [16:31<00:56, 32.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6590/8416 [00:54<00:15, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31840/33666 [16:31<00:56, 32.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6591/8416 [00:54<00:15, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31841/33666 [16:31<00:56, 32.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6592/8416 [00:54<00:15, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31842/33666 [16:31<00:56, 32.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6593/8416 [00:54<00:15, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31843/33666 [16:31<00:56, 32.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6594/8416 [00:54<00:15, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31844/33666 [16:31<00:56, 32.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6595/8416 [00:54<00:15, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31845/33666 [16:31<00:56, 32.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6596/8416 [00:54<00:15, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31846/33666 [16:31<00:56, 32.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6597/8416 [00:54<00:15, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31847/33666 [16:31<00:56, 32.10it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6598/8416 [00:54<00:15, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31848/33666 [16:31<00:56, 32.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6599/8416 [00:54<00:15, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31849/33666 [16:31<00:56, 32.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6600/8416 [00:54<00:15, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31850/33666 [16:32<00:56, 32.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6601/8416 [00:54<00:15, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31851/33666 [16:32<00:56, 32.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6602/8416 [00:54<00:14, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31852/33666 [16:32<00:56, 32.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6603/8416 [00:54<00:14, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31853/33666 [16:32<00:56, 32.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6604/8416 [00:54<00:14, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31854/33666 [16:32<00:56, 32.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6605/8416 [00:54<00:14, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31855/33666 [16:32<00:56, 32.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6606/8416 [00:54<00:14, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31856/33666 [16:32<00:56, 32.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6607/8416 [00:54<00:14, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31857/33666 [16:32<00:56, 32.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6608/8416 [00:54<00:14, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31858/33666 [16:32<00:56, 32.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6609/8416 [00:54<00:14, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31859/33666 [16:32<00:56, 32.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6610/8416 [00:54<00:14, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31860/33666 [16:32<00:56, 32.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6611/8416 [00:54<00:14, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31861/33666 [16:32<00:56, 32.11it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6612/8416 [00:54<00:14, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31862/33666 [16:32<00:56, 32.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6613/8416 [00:54<00:14, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31863/33666 [16:32<00:56, 32.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6614/8416 [00:54<00:14, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31864/33666 [16:32<00:56, 32.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6615/8416 [00:54<00:14, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31865/33666 [16:32<00:56, 32.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6616/8416 [00:54<00:14, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31866/33666 [16:32<00:56, 32.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6617/8416 [00:54<00:14, 120.95it/s]
    Epoch 2:  95%|█████████▍| 31867/33666 [16:32<00:56, 32.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6618/8416 [00:54<00:14, 120.95it/s]
    Epoch 2:  95%|█████████▍| 31868/33666 [16:32<00:55, 32.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6619/8416 [00:54<00:14, 120.95it/s]
    Epoch 2:  95%|█████████▍| 31869/33666 [16:32<00:55, 32.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6620/8416 [00:54<00:14, 120.95it/s]
    Epoch 2:  95%|█████████▍| 31870/33666 [16:32<00:55, 32.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6621/8416 [00:54<00:14, 120.95it/s]
    Epoch 2:  95%|█████████▍| 31871/33666 [16:32<00:55, 32.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6622/8416 [00:54<00:14, 120.95it/s]
    Epoch 2:  95%|█████████▍| 31872/33666 [16:32<00:55, 32.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6623/8416 [00:54<00:14, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31873/33666 [16:32<00:55, 32.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6624/8416 [00:54<00:14, 120.96it/s]
    Epoch 2:  95%|█████████▍| 31874/33666 [16:32<00:55, 32.12it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6625/8416 [00:54<00:14, 120.95it/s]
    Epoch 2:  95%|█████████▍| 31875/33666 [16:32<00:55, 32.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6626/8416 [00:54<00:14, 120.95it/s]
    Epoch 2:  95%|█████████▍| 31876/33666 [16:32<00:55, 32.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6627/8416 [00:54<00:14, 120.95it/s]
    Epoch 2:  95%|█████████▍| 31877/33666 [16:32<00:55, 32.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6628/8416 [00:54<00:14, 120.95it/s]
    Epoch 2:  95%|█████████▍| 31878/33666 [16:32<00:55, 32.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6629/8416 [00:54<00:14, 120.95it/s]
    Epoch 2:  95%|█████████▍| 31879/33666 [16:32<00:55, 32.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6630/8416 [00:54<00:14, 120.95it/s]
    Epoch 2:  95%|█████████▍| 31880/33666 [16:32<00:55, 32.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6631/8416 [00:54<00:14, 120.95it/s]
    Epoch 2:  95%|█████████▍| 31881/33666 [16:32<00:55, 32.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6632/8416 [00:54<00:14, 120.95it/s]
    Epoch 2:  95%|█████████▍| 31882/33666 [16:32<00:55, 32.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6633/8416 [00:54<00:14, 120.95it/s]
    Epoch 2:  95%|█████████▍| 31883/33666 [16:32<00:55, 32.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6634/8416 [00:54<00:14, 120.95it/s]
    Epoch 2:  95%|█████████▍| 31884/33666 [16:32<00:55, 32.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6635/8416 [00:54<00:14, 120.95it/s]
    Epoch 2:  95%|█████████▍| 31885/33666 [16:32<00:55, 32.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6636/8416 [00:54<00:14, 120.95it/s]
    Epoch 2:  95%|█████████▍| 31886/33666 [16:32<00:55, 32.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6637/8416 [00:54<00:14, 120.95it/s]
    Epoch 2:  95%|█████████▍| 31887/33666 [16:32<00:55, 32.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6638/8416 [00:54<00:14, 120.95it/s]
    Epoch 2:  95%|█████████▍| 31888/33666 [16:32<00:55, 32.13it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6639/8416 [00:54<00:14, 120.95it/s]
    Epoch 2:  95%|█████████▍| 31889/33666 [16:32<00:55, 32.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6640/8416 [00:54<00:14, 120.95it/s]
    Epoch 2:  95%|█████████▍| 31890/33666 [16:32<00:55, 32.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6641/8416 [00:54<00:14, 120.95it/s]
    Epoch 2:  95%|█████████▍| 31891/33666 [16:32<00:55, 32.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6642/8416 [00:54<00:14, 120.95it/s]
    Epoch 2:  95%|█████████▍| 31892/33666 [16:32<00:55, 32.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6643/8416 [00:54<00:14, 120.95it/s]
    Epoch 2:  95%|█████████▍| 31893/33666 [16:32<00:55, 32.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6644/8416 [00:54<00:14, 120.95it/s]
    Epoch 2:  95%|█████████▍| 31894/33666 [16:32<00:55, 32.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6645/8416 [00:54<00:14, 120.95it/s]
    Epoch 2:  95%|█████████▍| 31895/33666 [16:32<00:55, 32.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6646/8416 [00:54<00:14, 120.95it/s]
    Epoch 2:  95%|█████████▍| 31896/33666 [16:32<00:55, 32.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6647/8416 [00:54<00:14, 120.95it/s]
    Epoch 2:  95%|█████████▍| 31897/33666 [16:32<00:55, 32.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6648/8416 [00:54<00:14, 120.95it/s]
    Epoch 2:  95%|█████████▍| 31898/33666 [16:32<00:55, 32.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6649/8416 [00:54<00:14, 120.95it/s]
    Epoch 2:  95%|█████████▍| 31899/33666 [16:32<00:54, 32.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6650/8416 [00:54<00:14, 120.95it/s]
    Epoch 2:  95%|█████████▍| 31900/33666 [16:32<00:54, 32.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6651/8416 [00:54<00:14, 120.95it/s]
    Epoch 2:  95%|█████████▍| 31901/33666 [16:32<00:54, 32.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6652/8416 [00:54<00:14, 120.95it/s]
    Epoch 2:  95%|█████████▍| 31902/33666 [16:32<00:54, 32.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6653/8416 [00:55<00:14, 120.95it/s]
    Epoch 2:  95%|█████████▍| 31903/33666 [16:32<00:54, 32.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6654/8416 [00:55<00:14, 120.95it/s]
    Epoch 2:  95%|█████████▍| 31904/33666 [16:32<00:54, 32.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6655/8416 [00:55<00:14, 120.95it/s]
    Epoch 2:  95%|█████████▍| 31905/33666 [16:32<00:54, 32.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6656/8416 [00:55<00:14, 120.95it/s]
    Epoch 2:  95%|█████████▍| 31906/33666 [16:32<00:54, 32.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6657/8416 [00:55<00:14, 120.95it/s]
    Epoch 2:  95%|█████████▍| 31907/33666 [16:32<00:54, 32.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6658/8416 [00:55<00:14, 120.94it/s]
    Epoch 2:  95%|█████████▍| 31908/33666 [16:32<00:54, 32.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6659/8416 [00:55<00:14, 120.94it/s]
    Epoch 2:  95%|█████████▍| 31909/33666 [16:32<00:54, 32.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6660/8416 [00:55<00:14, 120.94it/s]
    Epoch 2:  95%|█████████▍| 31910/33666 [16:32<00:54, 32.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6661/8416 [00:55<00:14, 120.94it/s]
    Epoch 2:  95%|█████████▍| 31911/33666 [16:32<00:54, 32.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6662/8416 [00:55<00:14, 120.95it/s]
    Epoch 2:  95%|█████████▍| 31912/33666 [16:32<00:54, 32.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6663/8416 [00:55<00:14, 120.95it/s]
    Epoch 2:  95%|█████████▍| 31913/33666 [16:32<00:54, 32.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6664/8416 [00:55<00:14, 120.95it/s]
    Epoch 2:  95%|█████████▍| 31914/33666 [16:32<00:54, 32.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6665/8416 [00:55<00:14, 120.94it/s]
    Epoch 2:  95%|█████████▍| 31915/33666 [16:32<00:54, 32.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6666/8416 [00:55<00:14, 120.94it/s]
    Epoch 2:  95%|█████████▍| 31916/33666 [16:32<00:54, 32.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6667/8416 [00:55<00:14, 120.94it/s]
    Epoch 2:  95%|█████████▍| 31917/33666 [16:32<00:54, 32.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6668/8416 [00:55<00:14, 120.94it/s]
    Epoch 2:  95%|█████████▍| 31918/33666 [16:32<00:54, 32.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6669/8416 [00:55<00:14, 120.94it/s]
    Epoch 2:  95%|█████████▍| 31919/33666 [16:32<00:54, 32.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6670/8416 [00:55<00:14, 120.94it/s]
    Epoch 2:  95%|█████████▍| 31920/33666 [16:32<00:54, 32.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6671/8416 [00:55<00:14, 120.94it/s]
    Epoch 2:  95%|█████████▍| 31921/33666 [16:32<00:54, 32.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6672/8416 [00:55<00:14, 120.94it/s]
    Epoch 2:  95%|█████████▍| 31922/33666 [16:32<00:54, 32.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6673/8416 [00:55<00:14, 120.94it/s]
    Epoch 2:  95%|█████████▍| 31923/33666 [16:32<00:54, 32.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6674/8416 [00:55<00:14, 120.94it/s]
    Epoch 2:  95%|█████████▍| 31924/33666 [16:32<00:54, 32.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6675/8416 [00:55<00:14, 120.94it/s]
    Epoch 2:  95%|█████████▍| 31925/33666 [16:32<00:54, 32.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6676/8416 [00:55<00:14, 120.94it/s]
    Epoch 2:  95%|█████████▍| 31926/33666 [16:32<00:54, 32.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6677/8416 [00:55<00:14, 120.94it/s]
    Epoch 2:  95%|█████████▍| 31927/33666 [16:32<00:54, 32.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6678/8416 [00:55<00:14, 120.94it/s]
    Epoch 2:  95%|█████████▍| 31928/33666 [16:32<00:54, 32.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6679/8416 [00:55<00:14, 120.94it/s]
    Epoch 2:  95%|█████████▍| 31929/33666 [16:32<00:54, 32.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6680/8416 [00:55<00:14, 120.94it/s]
    Epoch 2:  95%|█████████▍| 31930/33666 [16:32<00:53, 32.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6681/8416 [00:55<00:14, 120.94it/s]
    Epoch 2:  95%|█████████▍| 31931/33666 [16:32<00:53, 32.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6682/8416 [00:55<00:14, 120.94it/s]
    Epoch 2:  95%|█████████▍| 31932/33666 [16:32<00:53, 32.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6683/8416 [00:55<00:14, 120.93it/s]
    Epoch 2:  95%|█████████▍| 31933/33666 [16:32<00:53, 32.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6684/8416 [00:55<00:14, 120.93it/s]
    Epoch 2:  95%|█████████▍| 31934/33666 [16:32<00:53, 32.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6685/8416 [00:55<00:14, 120.93it/s]
    Epoch 2:  95%|█████████▍| 31935/33666 [16:32<00:53, 32.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6686/8416 [00:55<00:14, 120.93it/s]
    Epoch 2:  95%|█████████▍| 31936/33666 [16:32<00:53, 32.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6687/8416 [00:55<00:14, 120.93it/s]
    Epoch 2:  95%|█████████▍| 31937/33666 [16:32<00:53, 32.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6688/8416 [00:55<00:14, 120.93it/s]
    Epoch 2:  95%|█████████▍| 31938/33666 [16:32<00:53, 32.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6689/8416 [00:55<00:14, 120.93it/s]
    Epoch 2:  95%|█████████▍| 31939/33666 [16:32<00:53, 32.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6690/8416 [00:55<00:14, 120.93it/s]
    Epoch 2:  95%|█████████▍| 31940/33666 [16:32<00:53, 32.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|███████▉  | 6691/8416 [00:55<00:14, 120.93it/s]
    Epoch 2:  95%|█████████▍| 31941/33666 [16:32<00:53, 32.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|███████▉  | 6692/8416 [00:55<00:14, 120.93it/s]
    Epoch 2:  95%|█████████▍| 31942/33666 [16:32<00:53, 32.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|███████▉  | 6693/8416 [00:55<00:14, 120.93it/s]
    Epoch 2:  95%|█████████▍| 31943/33666 [16:32<00:53, 32.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|███████▉  | 6694/8416 [00:55<00:14, 120.93it/s]
    Epoch 2:  95%|█████████▍| 31944/33666 [16:32<00:53, 32.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|███████▉  | 6695/8416 [00:55<00:14, 120.93it/s]
    Epoch 2:  95%|█████████▍| 31945/33666 [16:32<00:53, 32.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|███████▉  | 6696/8416 [00:55<00:14, 120.92it/s]
    Epoch 2:  95%|█████████▍| 31946/33666 [16:32<00:53, 32.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|███████▉  | 6697/8416 [00:55<00:14, 120.92it/s]
    Epoch 2:  95%|█████████▍| 31947/33666 [16:32<00:53, 32.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|███████▉  | 6698/8416 [00:55<00:14, 120.92it/s]
    Epoch 2:  95%|█████████▍| 31948/33666 [16:32<00:53, 32.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|███████▉  | 6699/8416 [00:55<00:14, 120.92it/s]
    Epoch 2:  95%|█████████▍| 31949/33666 [16:32<00:53, 32.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|███████▉  | 6700/8416 [00:55<00:14, 120.92it/s]
    Epoch 2:  95%|█████████▍| 31950/33666 [16:32<00:53, 32.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|███████▉  | 6701/8416 [00:55<00:14, 120.92it/s]
    Epoch 2:  95%|█████████▍| 31951/33666 [16:32<00:53, 32.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|███████▉  | 6702/8416 [00:55<00:14, 120.92it/s]
    Epoch 2:  95%|█████████▍| 31952/33666 [16:32<00:53, 32.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|███████▉  | 6703/8416 [00:55<00:14, 120.92it/s]
    Epoch 2:  95%|█████████▍| 31953/33666 [16:32<00:53, 32.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|███████▉  | 6704/8416 [00:55<00:14, 120.92it/s]
    Epoch 2:  95%|█████████▍| 31954/33666 [16:32<00:53, 32.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|███████▉  | 6705/8416 [00:55<00:14, 120.92it/s]
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    Validation DataLoader 0:  80%|███████▉  | 6706/8416 [00:55<00:14, 120.92it/s]
    Epoch 2:  95%|█████████▍| 31956/33666 [16:32<00:53, 32.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|███████▉  | 6707/8416 [00:55<00:14, 120.91it/s]
    Epoch 2:  95%|█████████▍| 31957/33666 [16:32<00:53, 32.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|███████▉  | 6708/8416 [00:55<00:14, 120.91it/s]
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    Validation DataLoader 0:  80%|███████▉  | 6709/8416 [00:55<00:14, 120.91it/s]
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    Validation DataLoader 0:  80%|███████▉  | 6710/8416 [00:55<00:14, 120.91it/s]
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    Validation DataLoader 0:  80%|███████▉  | 6711/8416 [00:55<00:14, 120.91it/s]
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    Validation DataLoader 0:  80%|███████▉  | 6712/8416 [00:55<00:14, 120.90it/s]
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    Validation DataLoader 0:  80%|███████▉  | 6714/8416 [00:55<00:14, 120.90it/s]
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    Validation DataLoader 0:  80%|███████▉  | 6715/8416 [00:55<00:14, 120.90it/s]
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    Validation DataLoader 0:  80%|███████▉  | 6716/8416 [00:55<00:14, 120.90it/s]
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    Validation DataLoader 0:  80%|███████▉  | 6717/8416 [00:55<00:14, 120.90it/s]
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    Validation DataLoader 0:  80%|███████▉  | 6718/8416 [00:55<00:14, 120.90it/s]
    Epoch 2:  95%|█████████▍| 31968/33666 [16:33<00:52, 32.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|███████▉  | 6719/8416 [00:55<00:14, 120.90it/s]
    Epoch 2:  95%|█████████▍| 31969/33666 [16:33<00:52, 32.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|███████▉  | 6720/8416 [00:55<00:14, 120.90it/s]
    Epoch 2:  95%|█████████▍| 31970/33666 [16:33<00:52, 32.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|███████▉  | 6721/8416 [00:55<00:14, 120.89it/s]
    Epoch 2:  95%|█████████▍| 31971/33666 [16:33<00:52, 32.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|███████▉  | 6722/8416 [00:55<00:14, 120.89it/s]
    Epoch 2:  95%|█████████▍| 31972/33666 [16:33<00:52, 32.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|███████▉  | 6723/8416 [00:55<00:14, 120.89it/s]
    Epoch 2:  95%|█████████▍| 31973/33666 [16:33<00:52, 32.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|███████▉  | 6724/8416 [00:55<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▍| 31974/33666 [16:33<00:52, 32.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|███████▉  | 6725/8416 [00:55<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▍| 31975/33666 [16:33<00:52, 32.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|███████▉  | 6726/8416 [00:55<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▍| 31976/33666 [16:33<00:52, 32.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|███████▉  | 6727/8416 [00:55<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▍| 31977/33666 [16:33<00:52, 32.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|███████▉  | 6728/8416 [00:55<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▍| 31978/33666 [16:33<00:52, 32.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|███████▉  | 6729/8416 [00:55<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▍| 31979/33666 [16:33<00:52, 32.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|███████▉  | 6730/8416 [00:55<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▍| 31980/33666 [16:33<00:52, 32.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|███████▉  | 6731/8416 [00:55<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▍| 31981/33666 [16:33<00:52, 32.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|███████▉  | 6732/8416 [00:55<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▍| 31982/33666 [16:33<00:52, 32.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|████████  | 6733/8416 [00:55<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▌| 31983/33666 [16:33<00:52, 32.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|████████  | 6734/8416 [00:55<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▌| 31984/33666 [16:33<00:52, 32.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|████████  | 6735/8416 [00:55<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▌| 31985/33666 [16:33<00:52, 32.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|████████  | 6736/8416 [00:55<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▌| 31986/33666 [16:33<00:52, 32.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|████████  | 6737/8416 [00:55<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▌| 31987/33666 [16:33<00:52, 32.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|████████  | 6738/8416 [00:55<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▌| 31988/33666 [16:33<00:52, 32.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|████████  | 6739/8416 [00:55<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▌| 31989/33666 [16:33<00:52, 32.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|████████  | 6740/8416 [00:55<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▌| 31990/33666 [16:33<00:52, 32.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|████████  | 6741/8416 [00:55<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▌| 31991/33666 [16:33<00:52, 32.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|████████  | 6742/8416 [00:55<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▌| 31992/33666 [16:33<00:51, 32.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|████████  | 6743/8416 [00:55<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▌| 31993/33666 [16:33<00:51, 32.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|████████  | 6744/8416 [00:55<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▌| 31994/33666 [16:33<00:51, 32.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|████████  | 6745/8416 [00:55<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▌| 31995/33666 [16:33<00:51, 32.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|████████  | 6746/8416 [00:55<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▌| 31996/33666 [16:33<00:51, 32.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|████████  | 6747/8416 [00:55<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▌| 31997/33666 [16:33<00:51, 32.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|████████  | 6748/8416 [00:55<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▌| 31998/33666 [16:33<00:51, 32.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|████████  | 6749/8416 [00:55<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▌| 31999/33666 [16:33<00:51, 32.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|████████  | 6750/8416 [00:55<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▌| 32000/33666 [16:33<00:51, 32.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|████████  | 6751/8416 [00:55<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▌| 32001/33666 [16:33<00:51, 32.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|████████  | 6752/8416 [00:55<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▌| 32002/33666 [16:33<00:51, 32.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|████████  | 6753/8416 [00:55<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▌| 32003/33666 [16:33<00:51, 32.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|████████  | 6754/8416 [00:55<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▌| 32004/33666 [16:33<00:51, 32.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|████████  | 6755/8416 [00:55<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▌| 32005/33666 [16:33<00:51, 32.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|████████  | 6756/8416 [00:55<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▌| 32006/33666 [16:33<00:51, 32.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|████████  | 6757/8416 [00:55<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▌| 32007/33666 [16:33<00:51, 32.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|████████  | 6758/8416 [00:55<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▌| 32008/33666 [16:33<00:51, 32.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|████████  | 6759/8416 [00:55<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▌| 32009/33666 [16:33<00:51, 32.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|████████  | 6760/8416 [00:55<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▌| 32010/33666 [16:33<00:51, 32.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|████████  | 6761/8416 [00:55<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▌| 32011/33666 [16:33<00:51, 32.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|████████  | 6762/8416 [00:55<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▌| 32012/33666 [16:33<00:51, 32.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|████████  | 6763/8416 [00:55<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▌| 32013/33666 [16:33<00:51, 32.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|████████  | 6764/8416 [00:55<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▌| 32014/33666 [16:33<00:51, 32.23it/s, loss=3.27, v_num=0]

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    Epoch 2:  95%|█████████▌| 32015/33666 [16:33<00:51, 32.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|████████  | 6766/8416 [00:55<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▌| 32016/33666 [16:33<00:51, 32.23it/s, loss=3.27, v_num=0]

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    Epoch 2:  95%|█████████▌| 32017/33666 [16:33<00:51, 32.23it/s, loss=3.27, v_num=0]

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    Epoch 2:  95%|█████████▌| 32018/33666 [16:33<00:51, 32.23it/s, loss=3.27, v_num=0]

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    Epoch 2:  95%|█████████▌| 32019/33666 [16:33<00:51, 32.23it/s, loss=3.27, v_num=0]

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    Epoch 2:  95%|█████████▌| 32020/33666 [16:33<00:51, 32.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  80%|████████  | 6771/8416 [00:56<00:13, 120.89it/s]
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    Validation DataLoader 0:  80%|████████  | 6772/8416 [00:56<00:13, 120.89it/s]
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    Validation DataLoader 0:  80%|████████  | 6774/8416 [00:56<00:13, 120.89it/s]
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    Validation DataLoader 0:  81%|████████  | 6776/8416 [00:56<00:13, 120.90it/s]
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    Validation DataLoader 0:  81%|████████  | 6778/8416 [00:56<00:13, 120.89it/s]
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    Epoch 2:  95%|█████████▌| 32030/33666 [16:33<00:50, 32.24it/s, loss=3.27, v_num=0]

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    Validation DataLoader 0:  81%|████████  | 6796/8416 [00:56<00:13, 120.89it/s]
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    Validation DataLoader 0:  81%|████████  | 6797/8416 [00:56<00:13, 120.89it/s]
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    Validation DataLoader 0:  81%|████████  | 6800/8416 [00:56<00:13, 120.89it/s]
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    Validation DataLoader 0:  81%|████████  | 6802/8416 [00:56<00:13, 120.89it/s]
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    Validation DataLoader 0:  81%|████████  | 6803/8416 [00:56<00:13, 120.89it/s]
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    Validation DataLoader 0:  81%|████████  | 6804/8416 [00:56<00:13, 120.89it/s]
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    Validation DataLoader 0:  81%|████████  | 6806/8416 [00:56<00:13, 120.89it/s]
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    Validation DataLoader 0:  81%|████████  | 6807/8416 [00:56<00:13, 120.89it/s]
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    Validation DataLoader 0:  81%|████████  | 6808/8416 [00:56<00:13, 120.88it/s]
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    Validation DataLoader 0:  81%|████████  | 6809/8416 [00:56<00:13, 120.88it/s]
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    Validation DataLoader 0:  81%|████████  | 6812/8416 [00:56<00:13, 120.88it/s]
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    Validation DataLoader 0:  81%|████████  | 6814/8416 [00:56<00:13, 120.88it/s]
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    Validation DataLoader 0:  81%|████████  | 6815/8416 [00:56<00:13, 120.88it/s]
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    Validation DataLoader 0:  81%|████████  | 6816/8416 [00:56<00:13, 120.88it/s]
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    Validation DataLoader 0:  81%|████████  | 6817/8416 [00:56<00:13, 120.88it/s]
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    Validation DataLoader 0:  81%|████████  | 6818/8416 [00:56<00:13, 120.88it/s]
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    Validation DataLoader 0:  81%|████████  | 6819/8416 [00:56<00:13, 120.88it/s]
    Epoch 2:  95%|█████████▌| 32069/33666 [16:33<00:49, 32.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  81%|████████  | 6820/8416 [00:56<00:13, 120.88it/s]
    Epoch 2:  95%|█████████▌| 32070/33666 [16:33<00:49, 32.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  81%|████████  | 6821/8416 [00:56<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▌| 32071/33666 [16:33<00:49, 32.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  81%|████████  | 6822/8416 [00:56<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▌| 32072/33666 [16:33<00:49, 32.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  81%|████████  | 6823/8416 [00:56<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▌| 32073/33666 [16:33<00:49, 32.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  81%|████████  | 6824/8416 [00:56<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▌| 32074/33666 [16:33<00:49, 32.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  81%|████████  | 6825/8416 [00:56<00:13, 120.89it/s]
    Epoch 2:  95%|█████████▌| 32075/33666 [16:33<00:49, 32.27it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  81%|████████  | 6826/8416 [00:56<00:13, 120.89it/s]
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    Validation DataLoader 0:  81%|████████  | 6827/8416 [00:56<00:13, 120.89it/s]
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    Validation DataLoader 0:  81%|████████  | 6828/8416 [00:56<00:13, 120.89it/s]
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    Validation DataLoader 0:  81%|████████  | 6829/8416 [00:56<00:13, 120.88it/s]
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    Validation DataLoader 0:  81%|████████  | 6830/8416 [00:56<00:13, 120.88it/s]
    Epoch 2:  95%|█████████▌| 32080/33666 [16:33<00:49, 32.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  81%|████████  | 6831/8416 [00:56<00:13, 120.88it/s]
    Epoch 2:  95%|█████████▌| 32081/33666 [16:33<00:49, 32.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  81%|████████  | 6832/8416 [00:56<00:13, 120.88it/s]
    Epoch 2:  95%|█████████▌| 32082/33666 [16:33<00:49, 32.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  81%|████████  | 6833/8416 [00:56<00:13, 120.88it/s]
    Epoch 2:  95%|█████████▌| 32083/33666 [16:33<00:49, 32.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  81%|████████  | 6834/8416 [00:56<00:13, 120.88it/s]
    Epoch 2:  95%|█████████▌| 32084/33666 [16:33<00:49, 32.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  81%|████████  | 6835/8416 [00:56<00:13, 120.88it/s]
    Epoch 2:  95%|█████████▌| 32085/33666 [16:33<00:48, 32.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  81%|████████  | 6836/8416 [00:56<00:13, 120.88it/s]
    Epoch 2:  95%|█████████▌| 32086/33666 [16:33<00:48, 32.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  81%|████████  | 6837/8416 [00:56<00:13, 120.88it/s]
    Epoch 2:  95%|█████████▌| 32087/33666 [16:33<00:48, 32.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  81%|████████▏ | 6838/8416 [00:56<00:13, 120.88it/s]
    Epoch 2:  95%|█████████▌| 32088/33666 [16:34<00:48, 32.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  81%|████████▏ | 6839/8416 [00:56<00:13, 120.88it/s]
    Epoch 2:  95%|█████████▌| 32089/33666 [16:34<00:48, 32.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  81%|████████▏ | 6840/8416 [00:56<00:13, 120.88it/s]
    Epoch 2:  95%|█████████▌| 32090/33666 [16:34<00:48, 32.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  81%|████████▏ | 6841/8416 [00:56<00:13, 120.88it/s]
    Epoch 2:  95%|█████████▌| 32091/33666 [16:34<00:48, 32.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  81%|████████▏ | 6842/8416 [00:56<00:13, 120.88it/s]
    Epoch 2:  95%|█████████▌| 32092/33666 [16:34<00:48, 32.28it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  81%|████████▏ | 6843/8416 [00:56<00:13, 120.88it/s]
    Epoch 2:  95%|█████████▌| 32093/33666 [16:34<00:48, 32.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  81%|████████▏ | 6844/8416 [00:56<00:13, 120.88it/s]
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    Validation DataLoader 0:  81%|████████▏ | 6845/8416 [00:56<00:12, 120.88it/s]
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    Validation DataLoader 0:  81%|████████▏ | 6846/8416 [00:56<00:12, 120.88it/s]
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    Validation DataLoader 0:  81%|████████▏ | 6847/8416 [00:56<00:12, 120.88it/s]
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    Validation DataLoader 0:  81%|████████▏ | 6848/8416 [00:56<00:12, 120.88it/s]
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    Validation DataLoader 0:  81%|████████▏ | 6849/8416 [00:56<00:12, 120.88it/s]
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    Validation DataLoader 0:  81%|████████▏ | 6850/8416 [00:56<00:12, 120.88it/s]
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    Validation DataLoader 0:  81%|████████▏ | 6851/8416 [00:56<00:12, 120.88it/s]
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    Validation DataLoader 0:  81%|████████▏ | 6852/8416 [00:56<00:12, 120.88it/s]
    Epoch 2:  95%|█████████▌| 32102/33666 [16:34<00:48, 32.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  81%|████████▏ | 6853/8416 [00:56<00:12, 120.88it/s]
    Epoch 2:  95%|█████████▌| 32103/33666 [16:34<00:48, 32.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  81%|████████▏ | 6854/8416 [00:56<00:12, 120.88it/s]
    Epoch 2:  95%|█████████▌| 32104/33666 [16:34<00:48, 32.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  81%|████████▏ | 6855/8416 [00:56<00:12, 120.88it/s]
    Epoch 2:  95%|█████████▌| 32105/33666 [16:34<00:48, 32.29it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  81%|████████▏ | 6856/8416 [00:56<00:12, 120.88it/s]
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    Validation DataLoader 0:  81%|████████▏ | 6857/8416 [00:56<00:12, 120.88it/s]
    Epoch 2:  95%|█████████▌| 32107/33666 [16:34<00:48, 32.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  81%|████████▏ | 6858/8416 [00:56<00:12, 120.88it/s]
    Epoch 2:  95%|█████████▌| 32108/33666 [16:34<00:48, 32.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  81%|████████▏ | 6859/8416 [00:56<00:12, 120.88it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6860/8416 [00:56<00:12, 120.88it/s]
    Epoch 2:  95%|█████████▌| 32110/33666 [16:34<00:48, 32.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6861/8416 [00:56<00:12, 120.88it/s]
    Epoch 2:  95%|█████████▌| 32111/33666 [16:34<00:48, 32.30it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6862/8416 [00:56<00:12, 120.88it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6863/8416 [00:56<00:12, 120.88it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6864/8416 [00:56<00:12, 120.88it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6865/8416 [00:56<00:12, 120.88it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6866/8416 [00:56<00:12, 120.88it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6867/8416 [00:56<00:12, 120.88it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6868/8416 [00:56<00:12, 120.88it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6869/8416 [00:56<00:12, 120.88it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6870/8416 [00:56<00:12, 120.88it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6871/8416 [00:56<00:12, 120.88it/s]
    Epoch 2:  95%|█████████▌| 32121/33666 [16:34<00:47, 32.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6872/8416 [00:56<00:12, 120.88it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6873/8416 [00:56<00:12, 120.88it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6874/8416 [00:56<00:12, 120.88it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6875/8416 [00:56<00:12, 120.88it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6878/8416 [00:56<00:12, 120.88it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6879/8416 [00:56<00:12, 120.88it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6880/8416 [00:56<00:12, 120.88it/s]
    Epoch 2:  95%|█████████▌| 32130/33666 [16:34<00:47, 32.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6881/8416 [00:56<00:12, 120.88it/s]
    Epoch 2:  95%|█████████▌| 32131/33666 [16:34<00:47, 32.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6882/8416 [00:56<00:12, 120.89it/s]
    Epoch 2:  95%|█████████▌| 32132/33666 [16:34<00:47, 32.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6883/8416 [00:56<00:12, 120.89it/s]
    Epoch 2:  95%|█████████▌| 32133/33666 [16:34<00:47, 32.31it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6884/8416 [00:56<00:12, 120.89it/s]
    Epoch 2:  95%|█████████▌| 32134/33666 [16:34<00:47, 32.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6885/8416 [00:56<00:12, 120.89it/s]
    Epoch 2:  95%|█████████▌| 32135/33666 [16:34<00:47, 32.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6886/8416 [00:56<00:12, 120.89it/s]
    Epoch 2:  95%|█████████▌| 32136/33666 [16:34<00:47, 32.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6887/8416 [00:56<00:12, 120.89it/s]
    Epoch 2:  95%|█████████▌| 32137/33666 [16:34<00:47, 32.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6888/8416 [00:56<00:12, 120.89it/s]
    Epoch 2:  95%|█████████▌| 32138/33666 [16:34<00:47, 32.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6889/8416 [00:56<00:12, 120.89it/s]
    Epoch 2:  95%|█████████▌| 32139/33666 [16:34<00:47, 32.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6890/8416 [00:56<00:12, 120.89it/s]
    Epoch 2:  95%|█████████▌| 32140/33666 [16:34<00:47, 32.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6891/8416 [00:57<00:12, 120.89it/s]
    Epoch 2:  95%|█████████▌| 32141/33666 [16:34<00:47, 32.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6892/8416 [00:57<00:12, 120.89it/s]
    Epoch 2:  95%|█████████▌| 32142/33666 [16:34<00:47, 32.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6893/8416 [00:57<00:12, 120.89it/s]
    Epoch 2:  95%|█████████▌| 32143/33666 [16:34<00:47, 32.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6894/8416 [00:57<00:12, 120.89it/s]
    Epoch 2:  95%|█████████▌| 32144/33666 [16:34<00:47, 32.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6895/8416 [00:57<00:12, 120.89it/s]
    Epoch 2:  95%|█████████▌| 32145/33666 [16:34<00:47, 32.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6896/8416 [00:57<00:12, 120.89it/s]
    Epoch 2:  95%|█████████▌| 32146/33666 [16:34<00:47, 32.32it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6897/8416 [00:57<00:12, 120.89it/s]
    Epoch 2:  95%|█████████▌| 32147/33666 [16:34<00:46, 32.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6898/8416 [00:57<00:12, 120.89it/s]
    Epoch 2:  95%|█████████▌| 32148/33666 [16:34<00:46, 32.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6899/8416 [00:57<00:12, 120.89it/s]
    Epoch 2:  95%|█████████▌| 32149/33666 [16:34<00:46, 32.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6900/8416 [00:57<00:12, 120.89it/s]
    Epoch 2:  95%|█████████▌| 32150/33666 [16:34<00:46, 32.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6901/8416 [00:57<00:12, 120.88it/s]
    Epoch 2:  95%|█████████▌| 32151/33666 [16:34<00:46, 32.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6902/8416 [00:57<00:12, 120.88it/s]
    Epoch 2:  96%|█████████▌| 32152/33666 [16:34<00:46, 32.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6903/8416 [00:57<00:12, 120.88it/s]
    Epoch 2:  96%|█████████▌| 32153/33666 [16:34<00:46, 32.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6904/8416 [00:57<00:12, 120.88it/s]
    Epoch 2:  96%|█████████▌| 32154/33666 [16:34<00:46, 32.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6905/8416 [00:57<00:12, 120.88it/s]
    Epoch 2:  96%|█████████▌| 32155/33666 [16:34<00:46, 32.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6906/8416 [00:57<00:12, 120.88it/s]
    Epoch 2:  96%|█████████▌| 32156/33666 [16:34<00:46, 32.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6907/8416 [00:57<00:12, 120.88it/s]
    Epoch 2:  96%|█████████▌| 32157/33666 [16:34<00:46, 32.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6908/8416 [00:57<00:12, 120.88it/s]
    Epoch 2:  96%|█████████▌| 32158/33666 [16:34<00:46, 32.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6909/8416 [00:57<00:12, 120.88it/s]
    Epoch 2:  96%|█████████▌| 32159/33666 [16:34<00:46, 32.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6910/8416 [00:57<00:12, 120.88it/s]
    Epoch 2:  96%|█████████▌| 32160/33666 [16:34<00:46, 32.33it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6911/8416 [00:57<00:12, 120.88it/s]
    Epoch 2:  96%|█████████▌| 32161/33666 [16:34<00:46, 32.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6912/8416 [00:57<00:12, 120.88it/s]
    Epoch 2:  96%|█████████▌| 32162/33666 [16:34<00:46, 32.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6913/8416 [00:57<00:12, 120.88it/s]
    Epoch 2:  96%|█████████▌| 32163/33666 [16:34<00:46, 32.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6914/8416 [00:57<00:12, 120.88it/s]
    Epoch 2:  96%|█████████▌| 32164/33666 [16:34<00:46, 32.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6915/8416 [00:57<00:12, 120.88it/s]
    Epoch 2:  96%|█████████▌| 32165/33666 [16:34<00:46, 32.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6916/8416 [00:57<00:12, 120.88it/s]
    Epoch 2:  96%|█████████▌| 32166/33666 [16:34<00:46, 32.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6917/8416 [00:57<00:12, 120.88it/s]
    Epoch 2:  96%|█████████▌| 32167/33666 [16:34<00:46, 32.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6918/8416 [00:57<00:12, 120.88it/s]
    Epoch 2:  96%|█████████▌| 32168/33666 [16:34<00:46, 32.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6919/8416 [00:57<00:12, 120.88it/s]
    Epoch 2:  96%|█████████▌| 32169/33666 [16:34<00:46, 32.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6920/8416 [00:57<00:12, 120.88it/s]
    Epoch 2:  96%|█████████▌| 32170/33666 [16:34<00:46, 32.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6921/8416 [00:57<00:12, 120.88it/s]
    Epoch 2:  96%|█████████▌| 32171/33666 [16:34<00:46, 32.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6922/8416 [00:57<00:12, 120.88it/s]
    Epoch 2:  96%|█████████▌| 32172/33666 [16:34<00:46, 32.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6923/8416 [00:57<00:12, 120.88it/s]
    Epoch 2:  96%|█████████▌| 32173/33666 [16:34<00:46, 32.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6924/8416 [00:57<00:12, 120.88it/s]
    Epoch 2:  96%|█████████▌| 32174/33666 [16:34<00:46, 32.34it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6925/8416 [00:57<00:12, 120.88it/s]
    Epoch 2:  96%|█████████▌| 32175/33666 [16:34<00:46, 32.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6926/8416 [00:57<00:12, 120.88it/s]
    Epoch 2:  96%|█████████▌| 32176/33666 [16:34<00:46, 32.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6927/8416 [00:57<00:12, 120.88it/s]
    Epoch 2:  96%|█████████▌| 32177/33666 [16:34<00:46, 32.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6928/8416 [00:57<00:12, 120.88it/s]
    Epoch 2:  96%|█████████▌| 32178/33666 [16:34<00:45, 32.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6929/8416 [00:57<00:12, 120.88it/s]
    Epoch 2:  96%|█████████▌| 32179/33666 [16:34<00:45, 32.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6930/8416 [00:57<00:12, 120.88it/s]
    Epoch 2:  96%|█████████▌| 32180/33666 [16:34<00:45, 32.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6931/8416 [00:57<00:12, 120.88it/s]
    Epoch 2:  96%|█████████▌| 32181/33666 [16:34<00:45, 32.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6932/8416 [00:57<00:12, 120.88it/s]
    Epoch 2:  96%|█████████▌| 32182/33666 [16:34<00:45, 32.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6933/8416 [00:57<00:12, 120.89it/s]
    Epoch 2:  96%|█████████▌| 32183/33666 [16:34<00:45, 32.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6934/8416 [00:57<00:12, 120.89it/s]
    Epoch 2:  96%|█████████▌| 32184/33666 [16:34<00:45, 32.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6935/8416 [00:57<00:12, 120.89it/s]
    Epoch 2:  96%|█████████▌| 32185/33666 [16:34<00:45, 32.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6936/8416 [00:57<00:12, 120.89it/s]
    Epoch 2:  96%|█████████▌| 32186/33666 [16:34<00:45, 32.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6937/8416 [00:57<00:12, 120.89it/s]
    Epoch 2:  96%|█████████▌| 32187/33666 [16:34<00:45, 32.35it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6938/8416 [00:57<00:12, 120.89it/s]
    Epoch 2:  96%|█████████▌| 32188/33666 [16:34<00:45, 32.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6939/8416 [00:57<00:12, 120.89it/s]
    Epoch 2:  96%|█████████▌| 32189/33666 [16:34<00:45, 32.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6940/8416 [00:57<00:12, 120.89it/s]
    Epoch 2:  96%|█████████▌| 32190/33666 [16:34<00:45, 32.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6941/8416 [00:57<00:12, 120.89it/s]
    Epoch 2:  96%|█████████▌| 32191/33666 [16:34<00:45, 32.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6942/8416 [00:57<00:12, 120.89it/s]
    Epoch 2:  96%|█████████▌| 32192/33666 [16:34<00:45, 32.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6943/8416 [00:57<00:12, 120.89it/s]
    Epoch 2:  96%|█████████▌| 32193/33666 [16:34<00:45, 32.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6944/8416 [00:57<00:12, 120.89it/s]
    Epoch 2:  96%|█████████▌| 32194/33666 [16:34<00:45, 32.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6945/8416 [00:57<00:12, 120.89it/s]
    Epoch 2:  96%|█████████▌| 32195/33666 [16:34<00:45, 32.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6946/8416 [00:57<00:12, 120.89it/s]
    Epoch 2:  96%|█████████▌| 32196/33666 [16:34<00:45, 32.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6947/8416 [00:57<00:12, 120.89it/s]
    Epoch 2:  96%|█████████▌| 32197/33666 [16:34<00:45, 32.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6948/8416 [00:57<00:12, 120.89it/s]
    Epoch 2:  96%|█████████▌| 32198/33666 [16:34<00:45, 32.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6949/8416 [00:57<00:12, 120.90it/s]
    Epoch 2:  96%|█████████▌| 32199/33666 [16:34<00:45, 32.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6950/8416 [00:57<00:12, 120.90it/s]
    Epoch 2:  96%|█████████▌| 32200/33666 [16:34<00:45, 32.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6951/8416 [00:57<00:12, 120.90it/s]
    Epoch 2:  96%|█████████▌| 32201/33666 [16:34<00:45, 32.36it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6952/8416 [00:57<00:12, 120.90it/s]
    Epoch 2:  96%|█████████▌| 32202/33666 [16:34<00:45, 32.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6953/8416 [00:57<00:12, 120.90it/s]
    Epoch 2:  96%|█████████▌| 32203/33666 [16:34<00:45, 32.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6954/8416 [00:57<00:12, 120.90it/s]
    Epoch 2:  96%|█████████▌| 32204/33666 [16:34<00:45, 32.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6955/8416 [00:57<00:12, 120.90it/s]
    Epoch 2:  96%|█████████▌| 32205/33666 [16:34<00:45, 32.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6956/8416 [00:57<00:12, 120.90it/s]
    Epoch 2:  96%|█████████▌| 32206/33666 [16:34<00:45, 32.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6957/8416 [00:57<00:12, 120.90it/s]
    Epoch 2:  96%|█████████▌| 32207/33666 [16:34<00:45, 32.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6958/8416 [00:57<00:12, 120.90it/s]
    Epoch 2:  96%|█████████▌| 32208/33666 [16:34<00:45, 32.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6959/8416 [00:57<00:12, 120.90it/s]
    Epoch 2:  96%|█████████▌| 32209/33666 [16:34<00:45, 32.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6960/8416 [00:57<00:12, 120.90it/s]
    Epoch 2:  96%|█████████▌| 32210/33666 [16:35<00:44, 32.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6961/8416 [00:57<00:12, 120.90it/s]
    Epoch 2:  96%|█████████▌| 32211/33666 [16:35<00:44, 32.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6962/8416 [00:57<00:12, 120.90it/s]
    Epoch 2:  96%|█████████▌| 32212/33666 [16:35<00:44, 32.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6963/8416 [00:57<00:12, 120.90it/s]
    Epoch 2:  96%|█████████▌| 32213/33666 [16:35<00:44, 32.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6964/8416 [00:57<00:12, 120.90it/s]
    Epoch 2:  96%|█████████▌| 32214/33666 [16:35<00:44, 32.37it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6965/8416 [00:57<00:12, 120.90it/s]
    Epoch 2:  96%|█████████▌| 32215/33666 [16:35<00:44, 32.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6966/8416 [00:57<00:11, 120.90it/s]
    Epoch 2:  96%|█████████▌| 32216/33666 [16:35<00:44, 32.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6967/8416 [00:57<00:11, 120.90it/s]
    Epoch 2:  96%|█████████▌| 32217/33666 [16:35<00:44, 32.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6968/8416 [00:57<00:11, 120.90it/s]
    Epoch 2:  96%|█████████▌| 32218/33666 [16:35<00:44, 32.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6969/8416 [00:57<00:11, 120.90it/s]
    Epoch 2:  96%|█████████▌| 32219/33666 [16:35<00:44, 32.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6970/8416 [00:57<00:11, 120.90it/s]
    Epoch 2:  96%|█████████▌| 32220/33666 [16:35<00:44, 32.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6971/8416 [00:57<00:11, 120.90it/s]
    Epoch 2:  96%|█████████▌| 32221/33666 [16:35<00:44, 32.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6972/8416 [00:57<00:11, 120.90it/s]
    Epoch 2:  96%|█████████▌| 32222/33666 [16:35<00:44, 32.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6973/8416 [00:57<00:11, 120.90it/s]
    Epoch 2:  96%|█████████▌| 32223/33666 [16:35<00:44, 32.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6974/8416 [00:57<00:11, 120.90it/s]
    Epoch 2:  96%|█████████▌| 32224/33666 [16:35<00:44, 32.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6975/8416 [00:57<00:11, 120.90it/s]
    Epoch 2:  96%|█████████▌| 32225/33666 [16:35<00:44, 32.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6976/8416 [00:57<00:11, 120.90it/s]
    Epoch 2:  96%|█████████▌| 32226/33666 [16:35<00:44, 32.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6977/8416 [00:57<00:11, 120.90it/s]
    Epoch 2:  96%|█████████▌| 32227/33666 [16:35<00:44, 32.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6978/8416 [00:57<00:11, 120.90it/s]
    Epoch 2:  96%|█████████▌| 32228/33666 [16:35<00:44, 32.38it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6979/8416 [00:57<00:11, 120.90it/s]
    Epoch 2:  96%|█████████▌| 32229/33666 [16:35<00:44, 32.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6980/8416 [00:57<00:11, 120.90it/s]
    Epoch 2:  96%|█████████▌| 32230/33666 [16:35<00:44, 32.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6981/8416 [00:57<00:11, 120.90it/s]
    Epoch 2:  96%|█████████▌| 32231/33666 [16:35<00:44, 32.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6982/8416 [00:57<00:11, 120.90it/s]
    Epoch 2:  96%|█████████▌| 32232/33666 [16:35<00:44, 32.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6983/8416 [00:57<00:11, 120.90it/s]
    Epoch 2:  96%|█████████▌| 32233/33666 [16:35<00:44, 32.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6984/8416 [00:57<00:11, 120.90it/s]
    Epoch 2:  96%|█████████▌| 32234/33666 [16:35<00:44, 32.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6985/8416 [00:57<00:11, 120.90it/s]
    Epoch 2:  96%|█████████▌| 32235/33666 [16:35<00:44, 32.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6986/8416 [00:57<00:11, 120.90it/s]
    Epoch 2:  96%|█████████▌| 32236/33666 [16:35<00:44, 32.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6987/8416 [00:57<00:11, 120.89it/s]
    Epoch 2:  96%|█████████▌| 32237/33666 [16:35<00:44, 32.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6988/8416 [00:57<00:11, 120.89it/s]
    Epoch 2:  96%|█████████▌| 32238/33666 [16:35<00:44, 32.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6989/8416 [00:57<00:11, 120.89it/s]
    Epoch 2:  96%|█████████▌| 32239/33666 [16:35<00:44, 32.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6990/8416 [00:57<00:11, 120.89it/s]
    Epoch 2:  96%|█████████▌| 32240/33666 [16:35<00:44, 32.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6991/8416 [00:57<00:11, 120.89it/s]
    Epoch 2:  96%|█████████▌| 32241/33666 [16:35<00:43, 32.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6992/8416 [00:57<00:11, 120.89it/s]
    Epoch 2:  96%|█████████▌| 32242/33666 [16:35<00:43, 32.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6993/8416 [00:57<00:11, 120.87it/s]
    Epoch 2:  96%|█████████▌| 32243/33666 [16:35<00:43, 32.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6994/8416 [00:57<00:11, 120.86it/s]
    Epoch 2:  96%|█████████▌| 32244/33666 [16:35<00:43, 32.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6995/8416 [00:57<00:11, 120.86it/s]
    Epoch 2:  96%|█████████▌| 32245/33666 [16:35<00:43, 32.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6996/8416 [00:57<00:11, 120.86it/s]
    Epoch 2:  96%|█████████▌| 32246/33666 [16:35<00:43, 32.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6997/8416 [00:57<00:11, 120.86it/s]
    Epoch 2:  96%|█████████▌| 32247/33666 [16:35<00:43, 32.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6998/8416 [00:57<00:11, 120.86it/s]
    Epoch 2:  96%|█████████▌| 32248/33666 [16:35<00:43, 32.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6999/8416 [00:57<00:11, 120.86it/s]
    Epoch 2:  96%|█████████▌| 32249/33666 [16:35<00:43, 32.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7000/8416 [00:57<00:11, 120.86it/s]
    Epoch 2:  96%|█████████▌| 32250/33666 [16:35<00:43, 32.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7001/8416 [00:57<00:11, 120.86it/s]
    Epoch 2:  96%|█████████▌| 32251/33666 [16:35<00:43, 32.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7002/8416 [00:57<00:11, 120.87it/s]
    Epoch 2:  96%|█████████▌| 32252/33666 [16:35<00:43, 32.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7003/8416 [00:57<00:11, 120.87it/s]
    Epoch 2:  96%|█████████▌| 32253/33666 [16:35<00:43, 32.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7004/8416 [00:57<00:11, 120.87it/s]
    Epoch 2:  96%|█████████▌| 32254/33666 [16:35<00:43, 32.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7005/8416 [00:57<00:11, 120.87it/s]
    Epoch 2:  96%|█████████▌| 32255/33666 [16:35<00:43, 32.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7006/8416 [00:57<00:11, 120.87it/s]
    Epoch 2:  96%|█████████▌| 32256/33666 [16:35<00:43, 32.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7007/8416 [00:57<00:11, 120.87it/s]
    Epoch 2:  96%|█████████▌| 32257/33666 [16:35<00:43, 32.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7008/8416 [00:57<00:11, 120.87it/s]
    Epoch 2:  96%|█████████▌| 32258/33666 [16:35<00:43, 32.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7009/8416 [00:57<00:11, 120.87it/s]
    Epoch 2:  96%|█████████▌| 32259/33666 [16:35<00:43, 32.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7010/8416 [00:57<00:11, 120.87it/s]
    Epoch 2:  96%|█████████▌| 32260/33666 [16:35<00:43, 32.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7011/8416 [00:58<00:11, 120.87it/s]
    Epoch 2:  96%|█████████▌| 32261/33666 [16:35<00:43, 32.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7012/8416 [00:58<00:11, 120.87it/s]
    Epoch 2:  96%|█████████▌| 32262/33666 [16:35<00:43, 32.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7013/8416 [00:58<00:11, 120.87it/s]
    Epoch 2:  96%|█████████▌| 32263/33666 [16:35<00:43, 32.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7014/8416 [00:58<00:11, 120.87it/s]
    Epoch 2:  96%|█████████▌| 32264/33666 [16:35<00:43, 32.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7015/8416 [00:58<00:11, 120.87it/s]
    Epoch 2:  96%|█████████▌| 32265/33666 [16:35<00:43, 32.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7016/8416 [00:58<00:11, 120.87it/s]
    Epoch 2:  96%|█████████▌| 32266/33666 [16:35<00:43, 32.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7017/8416 [00:58<00:11, 120.87it/s]
    Epoch 2:  96%|█████████▌| 32267/33666 [16:35<00:43, 32.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7018/8416 [00:58<00:11, 120.87it/s]
    Epoch 2:  96%|█████████▌| 32268/33666 [16:35<00:43, 32.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7019/8416 [00:58<00:11, 120.87it/s]
    Epoch 2:  96%|█████████▌| 32269/33666 [16:35<00:43, 32.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7020/8416 [00:58<00:11, 120.87it/s]
    Epoch 2:  96%|█████████▌| 32270/33666 [16:35<00:43, 32.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7021/8416 [00:58<00:11, 120.87it/s]
    Epoch 2:  96%|█████████▌| 32271/33666 [16:35<00:43, 32.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7022/8416 [00:58<00:11, 120.87it/s]
    Epoch 2:  96%|█████████▌| 32272/33666 [16:35<00:43, 32.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7023/8416 [00:58<00:11, 120.87it/s]
    Epoch 2:  96%|█████████▌| 32273/33666 [16:35<00:42, 32.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7024/8416 [00:58<00:11, 120.87it/s]
    Epoch 2:  96%|█████████▌| 32274/33666 [16:35<00:42, 32.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7025/8416 [00:58<00:11, 120.87it/s]
    Epoch 2:  96%|█████████▌| 32275/33666 [16:35<00:42, 32.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7026/8416 [00:58<00:11, 120.87it/s]
    Epoch 2:  96%|█████████▌| 32276/33666 [16:35<00:42, 32.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7027/8416 [00:58<00:11, 120.87it/s]
    Epoch 2:  96%|█████████▌| 32277/33666 [16:35<00:42, 32.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7028/8416 [00:58<00:11, 120.87it/s]
    Epoch 2:  96%|█████████▌| 32278/33666 [16:35<00:42, 32.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7029/8416 [00:58<00:11, 120.88it/s]
    Epoch 2:  96%|█████████▌| 32279/33666 [16:35<00:42, 32.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7030/8416 [00:58<00:11, 120.87it/s]
    Epoch 2:  96%|█████████▌| 32280/33666 [16:35<00:42, 32.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7031/8416 [00:58<00:11, 120.87it/s]
    Epoch 2:  96%|█████████▌| 32281/33666 [16:35<00:42, 32.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7032/8416 [00:58<00:11, 120.87it/s]
    Epoch 2:  96%|█████████▌| 32282/33666 [16:35<00:42, 32.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7033/8416 [00:58<00:11, 120.88it/s]
    Epoch 2:  96%|█████████▌| 32283/33666 [16:35<00:42, 32.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7034/8416 [00:58<00:11, 120.88it/s]
    Epoch 2:  96%|█████████▌| 32284/33666 [16:35<00:42, 32.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7035/8416 [00:58<00:11, 120.88it/s]
    Epoch 2:  96%|█████████▌| 32285/33666 [16:35<00:42, 32.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7036/8416 [00:58<00:11, 120.88it/s]
    Epoch 2:  96%|█████████▌| 32286/33666 [16:35<00:42, 32.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7037/8416 [00:58<00:11, 120.88it/s]
    Epoch 2:  96%|█████████▌| 32287/33666 [16:35<00:42, 32.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7038/8416 [00:58<00:11, 120.88it/s]
    Epoch 2:  96%|█████████▌| 32288/33666 [16:35<00:42, 32.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7039/8416 [00:58<00:11, 120.88it/s]
    Epoch 2:  96%|█████████▌| 32289/33666 [16:35<00:42, 32.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7040/8416 [00:58<00:11, 120.88it/s]
    Epoch 2:  96%|█████████▌| 32290/33666 [16:35<00:42, 32.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7041/8416 [00:58<00:11, 120.87it/s]
    Epoch 2:  96%|█████████▌| 32291/33666 [16:35<00:42, 32.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7042/8416 [00:58<00:11, 120.87it/s]
    Epoch 2:  96%|█████████▌| 32292/33666 [16:35<00:42, 32.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7043/8416 [00:58<00:11, 120.87it/s]
    Epoch 2:  96%|█████████▌| 32293/33666 [16:35<00:42, 32.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7044/8416 [00:58<00:11, 120.87it/s]
    Epoch 2:  96%|█████████▌| 32294/33666 [16:35<00:42, 32.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7045/8416 [00:58<00:11, 120.86it/s]
    Epoch 2:  96%|█████████▌| 32295/33666 [16:35<00:42, 32.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7046/8416 [00:58<00:11, 120.86it/s]
    Epoch 2:  96%|█████████▌| 32296/33666 [16:35<00:42, 32.43it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7047/8416 [00:58<00:11, 120.86it/s]
    Epoch 2:  96%|█████████▌| 32297/33666 [16:35<00:42, 32.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7048/8416 [00:58<00:11, 120.86it/s]
    Epoch 2:  96%|█████████▌| 32298/33666 [16:35<00:42, 32.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7049/8416 [00:58<00:11, 120.86it/s]
    Epoch 2:  96%|█████████▌| 32299/33666 [16:35<00:42, 32.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7050/8416 [00:58<00:11, 120.86it/s]
    Epoch 2:  96%|█████████▌| 32300/33666 [16:35<00:42, 32.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7051/8416 [00:58<00:11, 120.86it/s]
    Epoch 2:  96%|█████████▌| 32301/33666 [16:35<00:42, 32.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7052/8416 [00:58<00:11, 120.86it/s]
    Epoch 2:  96%|█████████▌| 32302/33666 [16:35<00:42, 32.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7053/8416 [00:58<00:11, 120.86it/s]
    Epoch 2:  96%|█████████▌| 32303/33666 [16:35<00:42, 32.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7054/8416 [00:58<00:11, 120.86it/s]
    Epoch 2:  96%|█████████▌| 32304/33666 [16:35<00:41, 32.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7055/8416 [00:58<00:11, 120.86it/s]
    Epoch 2:  96%|█████████▌| 32305/33666 [16:35<00:41, 32.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7056/8416 [00:58<00:11, 120.86it/s]
    Epoch 2:  96%|█████████▌| 32306/33666 [16:35<00:41, 32.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7057/8416 [00:58<00:11, 120.86it/s]
    Epoch 2:  96%|█████████▌| 32307/33666 [16:35<00:41, 32.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7058/8416 [00:58<00:11, 120.86it/s]
    Epoch 2:  96%|█████████▌| 32308/33666 [16:35<00:41, 32.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7059/8416 [00:58<00:11, 120.86it/s]
    Epoch 2:  96%|█████████▌| 32309/33666 [16:35<00:41, 32.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7060/8416 [00:58<00:11, 120.86it/s]
    Epoch 2:  96%|█████████▌| 32310/33666 [16:35<00:41, 32.44it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7061/8416 [00:58<00:11, 120.86it/s]
    Epoch 2:  96%|█████████▌| 32311/33666 [16:35<00:41, 32.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7062/8416 [00:58<00:11, 120.86it/s]
    Epoch 2:  96%|█████████▌| 32312/33666 [16:35<00:41, 32.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7063/8416 [00:58<00:11, 120.86it/s]
    Epoch 2:  96%|█████████▌| 32313/33666 [16:35<00:41, 32.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7064/8416 [00:58<00:11, 120.86it/s]
    Epoch 2:  96%|█████████▌| 32314/33666 [16:35<00:41, 32.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7065/8416 [00:58<00:11, 120.86it/s]
    Epoch 2:  96%|█████████▌| 32315/33666 [16:35<00:41, 32.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7066/8416 [00:58<00:11, 120.86it/s]
    Epoch 2:  96%|█████████▌| 32316/33666 [16:35<00:41, 32.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7067/8416 [00:58<00:11, 120.86it/s]
    Epoch 2:  96%|█████████▌| 32317/33666 [16:35<00:41, 32.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7068/8416 [00:58<00:11, 120.86it/s]
    Epoch 2:  96%|█████████▌| 32318/33666 [16:35<00:41, 32.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7069/8416 [00:58<00:11, 120.86it/s]
    Epoch 2:  96%|█████████▌| 32319/33666 [16:35<00:41, 32.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7070/8416 [00:58<00:11, 120.85it/s]
    Epoch 2:  96%|█████████▌| 32320/33666 [16:35<00:41, 32.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7071/8416 [00:58<00:11, 120.85it/s]
    Epoch 2:  96%|█████████▌| 32321/33666 [16:35<00:41, 32.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7072/8416 [00:58<00:11, 120.85it/s]
    Epoch 2:  96%|█████████▌| 32322/33666 [16:35<00:41, 32.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7073/8416 [00:58<00:11, 120.85it/s]
    Epoch 2:  96%|█████████▌| 32323/33666 [16:35<00:41, 32.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7074/8416 [00:58<00:11, 120.85it/s]
    Epoch 2:  96%|█████████▌| 32324/33666 [16:35<00:41, 32.45it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7075/8416 [00:58<00:11, 120.85it/s]
    Epoch 2:  96%|█████████▌| 32325/33666 [16:35<00:41, 32.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7076/8416 [00:58<00:11, 120.85it/s]
    Epoch 2:  96%|█████████▌| 32326/33666 [16:35<00:41, 32.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7077/8416 [00:58<00:11, 120.85it/s]
    Epoch 2:  96%|█████████▌| 32327/33666 [16:35<00:41, 32.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7078/8416 [00:58<00:11, 120.85it/s]
    Epoch 2:  96%|█████████▌| 32328/33666 [16:36<00:41, 32.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7079/8416 [00:58<00:11, 120.85it/s]
    Epoch 2:  96%|█████████▌| 32329/33666 [16:36<00:41, 32.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7080/8416 [00:58<00:11, 120.85it/s]
    Epoch 2:  96%|█████████▌| 32330/33666 [16:36<00:41, 32.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7081/8416 [00:58<00:11, 120.85it/s]
    Epoch 2:  96%|█████████▌| 32331/33666 [16:36<00:41, 32.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7082/8416 [00:58<00:11, 120.85it/s]
    Epoch 2:  96%|█████████▌| 32332/33666 [16:36<00:41, 32.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7083/8416 [00:58<00:11, 120.85it/s]
    Epoch 2:  96%|█████████▌| 32333/33666 [16:36<00:41, 32.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7084/8416 [00:58<00:11, 120.85it/s]
    Epoch 2:  96%|█████████▌| 32334/33666 [16:36<00:41, 32.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7085/8416 [00:58<00:11, 120.85it/s]
    Epoch 2:  96%|█████████▌| 32335/33666 [16:36<00:41, 32.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7086/8416 [00:58<00:11, 120.85it/s]
    Epoch 2:  96%|█████████▌| 32336/33666 [16:36<00:40, 32.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7087/8416 [00:58<00:10, 120.85it/s]
    Epoch 2:  96%|█████████▌| 32337/33666 [16:36<00:40, 32.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7088/8416 [00:58<00:10, 120.85it/s]
    Epoch 2:  96%|█████████▌| 32338/33666 [16:36<00:40, 32.46it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7089/8416 [00:58<00:10, 120.85it/s]
    Epoch 2:  96%|█████████▌| 32339/33666 [16:36<00:40, 32.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7090/8416 [00:58<00:10, 120.85it/s]
    Epoch 2:  96%|█████████▌| 32340/33666 [16:36<00:40, 32.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7091/8416 [00:58<00:10, 120.85it/s]
    Epoch 2:  96%|█████████▌| 32341/33666 [16:36<00:40, 32.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7092/8416 [00:58<00:10, 120.85it/s]
    Epoch 2:  96%|█████████▌| 32342/33666 [16:36<00:40, 32.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7093/8416 [00:58<00:10, 120.85it/s]
    Epoch 2:  96%|█████████▌| 32343/33666 [16:36<00:40, 32.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7094/8416 [00:58<00:10, 120.85it/s]
    Epoch 2:  96%|█████████▌| 32344/33666 [16:36<00:40, 32.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7095/8416 [00:58<00:10, 120.85it/s]
    Epoch 2:  96%|█████████▌| 32345/33666 [16:36<00:40, 32.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7096/8416 [00:58<00:10, 120.85it/s]
    Epoch 2:  96%|█████████▌| 32346/33666 [16:36<00:40, 32.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7097/8416 [00:58<00:10, 120.85it/s]
    Epoch 2:  96%|█████████▌| 32347/33666 [16:36<00:40, 32.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7098/8416 [00:58<00:10, 120.85it/s]
    Epoch 2:  96%|█████████▌| 32348/33666 [16:36<00:40, 32.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7099/8416 [00:58<00:10, 120.84it/s]
    Epoch 2:  96%|█████████▌| 32349/33666 [16:36<00:40, 32.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7100/8416 [00:58<00:10, 120.83it/s]
    Epoch 2:  96%|█████████▌| 32350/33666 [16:36<00:40, 32.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7101/8416 [00:58<00:10, 120.83it/s]
    Epoch 2:  96%|█████████▌| 32351/33666 [16:36<00:40, 32.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7102/8416 [00:58<00:10, 120.83it/s]
    Epoch 2:  96%|█████████▌| 32352/33666 [16:36<00:40, 32.47it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7103/8416 [00:58<00:10, 120.83it/s]
    Epoch 2:  96%|█████████▌| 32353/33666 [16:36<00:40, 32.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7104/8416 [00:58<00:10, 120.83it/s]
    Epoch 2:  96%|█████████▌| 32354/33666 [16:36<00:40, 32.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7105/8416 [00:58<00:10, 120.83it/s]
    Epoch 2:  96%|█████████▌| 32355/33666 [16:36<00:40, 32.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7106/8416 [00:58<00:10, 120.83it/s]
    Epoch 2:  96%|█████████▌| 32356/33666 [16:36<00:40, 32.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7107/8416 [00:58<00:10, 120.83it/s]
    Epoch 2:  96%|█████████▌| 32357/33666 [16:36<00:40, 32.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7108/8416 [00:58<00:10, 120.83it/s]
    Epoch 2:  96%|█████████▌| 32358/33666 [16:36<00:40, 32.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7109/8416 [00:58<00:10, 120.83it/s]
    Epoch 2:  96%|█████████▌| 32359/33666 [16:36<00:40, 32.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7110/8416 [00:58<00:10, 120.83it/s]
    Epoch 2:  96%|█████████▌| 32360/33666 [16:36<00:40, 32.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7111/8416 [00:58<00:10, 120.83it/s]
    Epoch 2:  96%|█████████▌| 32361/33666 [16:36<00:40, 32.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7112/8416 [00:58<00:10, 120.83it/s]
    Epoch 2:  96%|█████████▌| 32362/33666 [16:36<00:40, 32.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7113/8416 [00:58<00:10, 120.83it/s]
    Epoch 2:  96%|█████████▌| 32363/33666 [16:36<00:40, 32.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7114/8416 [00:58<00:10, 120.83it/s]
    Epoch 2:  96%|█████████▌| 32364/33666 [16:36<00:40, 32.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7115/8416 [00:58<00:10, 120.83it/s]
    Epoch 2:  96%|█████████▌| 32365/33666 [16:36<00:40, 32.48it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7116/8416 [00:58<00:10, 120.83it/s]
    Epoch 2:  96%|█████████▌| 32366/33666 [16:36<00:40, 32.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7117/8416 [00:58<00:10, 120.83it/s]
    Epoch 2:  96%|█████████▌| 32367/33666 [16:36<00:39, 32.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7118/8416 [00:58<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▌| 32368/33666 [16:36<00:39, 32.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7119/8416 [00:58<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▌| 32369/33666 [16:36<00:39, 32.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7120/8416 [00:58<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▌| 32370/33666 [16:36<00:39, 32.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7121/8416 [00:58<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▌| 32371/33666 [16:36<00:39, 32.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7122/8416 [00:58<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▌| 32372/33666 [16:36<00:39, 32.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7123/8416 [00:58<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▌| 32373/33666 [16:36<00:39, 32.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7124/8416 [00:58<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▌| 32374/33666 [16:36<00:39, 32.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7125/8416 [00:58<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▌| 32375/33666 [16:36<00:39, 32.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7126/8416 [00:58<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▌| 32376/33666 [16:36<00:39, 32.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7127/8416 [00:58<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▌| 32377/33666 [16:36<00:39, 32.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7128/8416 [00:58<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▌| 32378/33666 [16:36<00:39, 32.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7129/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▌| 32379/33666 [16:36<00:39, 32.49it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7130/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▌| 32380/33666 [16:36<00:39, 32.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7131/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▌| 32381/33666 [16:36<00:39, 32.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7132/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▌| 32382/33666 [16:36<00:39, 32.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7133/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▌| 32383/33666 [16:36<00:39, 32.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7134/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▌| 32384/33666 [16:36<00:39, 32.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7135/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▌| 32385/33666 [16:36<00:39, 32.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7136/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▌| 32386/33666 [16:36<00:39, 32.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7137/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▌| 32387/33666 [16:36<00:39, 32.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7138/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▌| 32388/33666 [16:36<00:39, 32.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7139/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▌| 32389/33666 [16:36<00:39, 32.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7140/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▌| 32390/33666 [16:36<00:39, 32.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7141/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▌| 32391/33666 [16:36<00:39, 32.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7142/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▌| 32392/33666 [16:36<00:39, 32.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7143/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▌| 32393/33666 [16:36<00:39, 32.50it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7144/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▌| 32394/33666 [16:36<00:39, 32.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7145/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▌| 32395/33666 [16:36<00:39, 32.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7146/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▌| 32396/33666 [16:36<00:39, 32.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7147/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▌| 32397/33666 [16:36<00:39, 32.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7148/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▌| 32398/33666 [16:36<00:39, 32.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7149/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▌| 32399/33666 [16:36<00:38, 32.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7150/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▌| 32400/33666 [16:36<00:38, 32.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7151/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▌| 32401/33666 [16:36<00:38, 32.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7152/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▌| 32402/33666 [16:36<00:38, 32.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7153/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▌| 32403/33666 [16:36<00:38, 32.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7154/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▋| 32404/33666 [16:36<00:38, 32.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7155/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▋| 32405/33666 [16:36<00:38, 32.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7156/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▋| 32406/33666 [16:36<00:38, 32.51it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7157/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▋| 32407/33666 [16:36<00:38, 32.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7158/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▋| 32408/33666 [16:36<00:38, 32.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7159/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▋| 32409/33666 [16:36<00:38, 32.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7160/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▋| 32410/33666 [16:36<00:38, 32.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7161/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▋| 32411/33666 [16:36<00:38, 32.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7162/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▋| 32412/33666 [16:36<00:38, 32.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7163/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▋| 32413/33666 [16:36<00:38, 32.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7164/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▋| 32414/33666 [16:36<00:38, 32.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7165/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▋| 32415/33666 [16:36<00:38, 32.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7166/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▋| 32416/33666 [16:36<00:38, 32.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7167/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▋| 32417/33666 [16:36<00:38, 32.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7168/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▋| 32418/33666 [16:36<00:38, 32.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7169/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▋| 32419/33666 [16:36<00:38, 32.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7170/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▋| 32420/33666 [16:36<00:38, 32.52it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7171/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▋| 32421/33666 [16:36<00:38, 32.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7172/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▋| 32422/33666 [16:36<00:38, 32.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7173/8416 [00:59<00:10, 120.82it/s]
    Epoch 2:  96%|█████████▋| 32423/33666 [16:36<00:38, 32.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7174/8416 [00:59<00:10, 120.81it/s]
    Epoch 2:  96%|█████████▋| 32424/33666 [16:36<00:38, 32.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7175/8416 [00:59<00:10, 120.81it/s]
    Epoch 2:  96%|█████████▋| 32425/33666 [16:36<00:38, 32.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7176/8416 [00:59<00:10, 120.81it/s]
    Epoch 2:  96%|█████████▋| 32426/33666 [16:36<00:38, 32.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7177/8416 [00:59<00:10, 120.81it/s]
    Epoch 2:  96%|█████████▋| 32427/33666 [16:36<00:38, 32.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7178/8416 [00:59<00:10, 120.81it/s]
    Epoch 2:  96%|█████████▋| 32428/33666 [16:36<00:38, 32.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7179/8416 [00:59<00:10, 120.81it/s]
    Epoch 2:  96%|█████████▋| 32429/33666 [16:36<00:38, 32.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7180/8416 [00:59<00:10, 120.81it/s]
    Epoch 2:  96%|█████████▋| 32430/33666 [16:36<00:37, 32.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7181/8416 [00:59<00:10, 120.81it/s]
    Epoch 2:  96%|█████████▋| 32431/33666 [16:36<00:37, 32.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7182/8416 [00:59<00:10, 120.81it/s]
    Epoch 2:  96%|█████████▋| 32432/33666 [16:36<00:37, 32.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7183/8416 [00:59<00:10, 120.81it/s]
    Epoch 2:  96%|█████████▋| 32433/33666 [16:36<00:37, 32.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7184/8416 [00:59<00:10, 120.81it/s]
    Epoch 2:  96%|█████████▋| 32434/33666 [16:36<00:37, 32.53it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7185/8416 [00:59<00:10, 120.81it/s]
    Epoch 2:  96%|█████████▋| 32435/33666 [16:36<00:37, 32.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7186/8416 [00:59<00:10, 120.81it/s]
    Epoch 2:  96%|█████████▋| 32436/33666 [16:36<00:37, 32.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7187/8416 [00:59<00:10, 120.81it/s]
    Epoch 2:  96%|█████████▋| 32437/33666 [16:36<00:37, 32.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7188/8416 [00:59<00:10, 120.81it/s]
    Epoch 2:  96%|█████████▋| 32438/33666 [16:36<00:37, 32.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7189/8416 [00:59<00:10, 120.81it/s]
    Epoch 2:  96%|█████████▋| 32439/33666 [16:36<00:37, 32.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7190/8416 [00:59<00:10, 120.81it/s]
    Epoch 2:  96%|█████████▋| 32440/33666 [16:36<00:37, 32.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7191/8416 [00:59<00:10, 120.81it/s]
    Epoch 2:  96%|█████████▋| 32441/33666 [16:36<00:37, 32.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7192/8416 [00:59<00:10, 120.81it/s]
    Epoch 2:  96%|█████████▋| 32442/33666 [16:36<00:37, 32.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7193/8416 [00:59<00:10, 120.81it/s]
    Epoch 2:  96%|█████████▋| 32443/33666 [16:36<00:37, 32.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7194/8416 [00:59<00:10, 120.81it/s]
    Epoch 2:  96%|█████████▋| 32444/33666 [16:36<00:37, 32.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7195/8416 [00:59<00:10, 120.81it/s]
    Epoch 2:  96%|█████████▋| 32445/33666 [16:36<00:37, 32.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7196/8416 [00:59<00:10, 120.81it/s]
    Epoch 2:  96%|█████████▋| 32446/33666 [16:37<00:37, 32.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7197/8416 [00:59<00:10, 120.81it/s]
    Epoch 2:  96%|█████████▋| 32447/33666 [16:37<00:37, 32.54it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7198/8416 [00:59<00:10, 120.81it/s]
    Epoch 2:  96%|█████████▋| 32448/33666 [16:37<00:37, 32.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7199/8416 [00:59<00:10, 120.81it/s]
    Epoch 2:  96%|█████████▋| 32449/33666 [16:37<00:37, 32.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7200/8416 [00:59<00:10, 120.81it/s]
    Epoch 2:  96%|█████████▋| 32450/33666 [16:37<00:37, 32.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7201/8416 [00:59<00:10, 120.81it/s]
    Epoch 2:  96%|█████████▋| 32451/33666 [16:37<00:37, 32.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7202/8416 [00:59<00:10, 120.81it/s]
    Epoch 2:  96%|█████████▋| 32452/33666 [16:37<00:37, 32.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7203/8416 [00:59<00:10, 120.81it/s]
    Epoch 2:  96%|█████████▋| 32453/33666 [16:37<00:37, 32.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7204/8416 [00:59<00:10, 120.81it/s]
    Epoch 2:  96%|█████████▋| 32454/33666 [16:37<00:37, 32.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7205/8416 [00:59<00:10, 120.81it/s]
    Epoch 2:  96%|█████████▋| 32455/33666 [16:37<00:37, 32.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7206/8416 [00:59<00:10, 120.81it/s]
    Epoch 2:  96%|█████████▋| 32456/33666 [16:37<00:37, 32.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7207/8416 [00:59<00:10, 120.81it/s]
    Epoch 2:  96%|█████████▋| 32457/33666 [16:37<00:37, 32.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7208/8416 [00:59<00:09, 120.81it/s]
    Epoch 2:  96%|█████████▋| 32458/33666 [16:37<00:37, 32.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7209/8416 [00:59<00:09, 120.81it/s]
    Epoch 2:  96%|█████████▋| 32459/33666 [16:37<00:37, 32.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7210/8416 [00:59<00:09, 120.81it/s]
    Epoch 2:  96%|█████████▋| 32460/33666 [16:37<00:37, 32.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7211/8416 [00:59<00:09, 120.81it/s]
    Epoch 2:  96%|█████████▋| 32461/33666 [16:37<00:37, 32.55it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7212/8416 [00:59<00:09, 120.81it/s]
    Epoch 2:  96%|█████████▋| 32462/33666 [16:37<00:36, 32.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7213/8416 [00:59<00:09, 120.81it/s]
    Epoch 2:  96%|█████████▋| 32463/33666 [16:37<00:36, 32.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7214/8416 [00:59<00:09, 120.81it/s]
    Epoch 2:  96%|█████████▋| 32464/33666 [16:37<00:36, 32.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7215/8416 [00:59<00:09, 120.81it/s]
    Epoch 2:  96%|█████████▋| 32465/33666 [16:37<00:36, 32.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7216/8416 [00:59<00:09, 120.80it/s]
    Epoch 2:  96%|█████████▋| 32466/33666 [16:37<00:36, 32.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7217/8416 [00:59<00:09, 120.80it/s]
    Epoch 2:  96%|█████████▋| 32467/33666 [16:37<00:36, 32.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7218/8416 [00:59<00:09, 120.80it/s]
    Epoch 2:  96%|█████████▋| 32468/33666 [16:37<00:36, 32.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7219/8416 [00:59<00:09, 120.80it/s]
    Epoch 2:  96%|█████████▋| 32469/33666 [16:37<00:36, 32.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7220/8416 [00:59<00:09, 120.80it/s]
    Epoch 2:  96%|█████████▋| 32470/33666 [16:37<00:36, 32.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7221/8416 [00:59<00:09, 120.80it/s]
    Epoch 2:  96%|█████████▋| 32471/33666 [16:37<00:36, 32.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7222/8416 [00:59<00:09, 120.80it/s]
    Epoch 2:  96%|█████████▋| 32472/33666 [16:37<00:36, 32.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7223/8416 [00:59<00:09, 120.80it/s]
    Epoch 2:  96%|█████████▋| 32473/33666 [16:37<00:36, 32.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7224/8416 [00:59<00:09, 120.80it/s]
    Epoch 2:  96%|█████████▋| 32474/33666 [16:37<00:36, 32.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7225/8416 [00:59<00:09, 120.80it/s]
    Epoch 2:  96%|█████████▋| 32475/33666 [16:37<00:36, 32.56it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7226/8416 [00:59<00:09, 120.80it/s]
    Epoch 2:  96%|█████████▋| 32476/33666 [16:37<00:36, 32.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7227/8416 [00:59<00:09, 120.80it/s]
    Epoch 2:  96%|█████████▋| 32477/33666 [16:37<00:36, 32.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7228/8416 [00:59<00:09, 120.80it/s]
    Epoch 2:  96%|█████████▋| 32478/33666 [16:37<00:36, 32.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7229/8416 [00:59<00:09, 120.80it/s]
    Epoch 2:  96%|█████████▋| 32479/33666 [16:37<00:36, 32.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7230/8416 [00:59<00:09, 120.80it/s]
    Epoch 2:  96%|█████████▋| 32480/33666 [16:37<00:36, 32.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7231/8416 [00:59<00:09, 120.80it/s]
    Epoch 2:  96%|█████████▋| 32481/33666 [16:37<00:36, 32.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7232/8416 [00:59<00:09, 120.80it/s]
    Epoch 2:  96%|█████████▋| 32482/33666 [16:37<00:36, 32.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7233/8416 [00:59<00:09, 120.80it/s]
    Epoch 2:  96%|█████████▋| 32483/33666 [16:37<00:36, 32.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7234/8416 [00:59<00:09, 120.80it/s]
    Epoch 2:  96%|█████████▋| 32484/33666 [16:37<00:36, 32.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7235/8416 [00:59<00:09, 120.80it/s]
    Epoch 2:  96%|█████████▋| 32485/33666 [16:37<00:36, 32.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7236/8416 [00:59<00:09, 120.80it/s]
    Epoch 2:  96%|█████████▋| 32486/33666 [16:37<00:36, 32.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7237/8416 [00:59<00:09, 120.80it/s]
    Epoch 2:  96%|█████████▋| 32487/33666 [16:37<00:36, 32.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7238/8416 [00:59<00:09, 120.80it/s]
    Epoch 2:  97%|█████████▋| 32488/33666 [16:37<00:36, 32.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7239/8416 [00:59<00:09, 120.80it/s]
    Epoch 2:  97%|█████████▋| 32489/33666 [16:37<00:36, 32.57it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7240/8416 [00:59<00:09, 120.80it/s]
    Epoch 2:  97%|█████████▋| 32490/33666 [16:37<00:36, 32.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7241/8416 [00:59<00:09, 120.80it/s]
    Epoch 2:  97%|█████████▋| 32491/33666 [16:37<00:36, 32.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7242/8416 [00:59<00:09, 120.80it/s]
    Epoch 2:  97%|█████████▋| 32492/33666 [16:37<00:36, 32.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7243/8416 [00:59<00:09, 120.80it/s]
    Epoch 2:  97%|█████████▋| 32493/33666 [16:37<00:36, 32.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7244/8416 [00:59<00:09, 120.81it/s]
    Epoch 2:  97%|█████████▋| 32494/33666 [16:37<00:35, 32.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7245/8416 [00:59<00:09, 120.81it/s]
    Epoch 2:  97%|█████████▋| 32495/33666 [16:37<00:35, 32.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7246/8416 [00:59<00:09, 120.80it/s]
    Epoch 2:  97%|█████████▋| 32496/33666 [16:37<00:35, 32.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7247/8416 [00:59<00:09, 120.80it/s]
    Epoch 2:  97%|█████████▋| 32497/33666 [16:37<00:35, 32.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7248/8416 [00:59<00:09, 120.81it/s]
    Epoch 2:  97%|█████████▋| 32498/33666 [16:37<00:35, 32.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7249/8416 [01:00<00:09, 120.81it/s]
    Epoch 2:  97%|█████████▋| 32499/33666 [16:37<00:35, 32.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7250/8416 [01:00<00:09, 120.81it/s]
    Epoch 2:  97%|█████████▋| 32500/33666 [16:37<00:35, 32.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7251/8416 [01:00<00:09, 120.81it/s]
    Epoch 2:  97%|█████████▋| 32501/33666 [16:37<00:35, 32.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7252/8416 [01:00<00:09, 120.81it/s]
    Epoch 2:  97%|█████████▋| 32502/33666 [16:37<00:35, 32.58it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7253/8416 [01:00<00:09, 120.81it/s]
    Epoch 2:  97%|█████████▋| 32503/33666 [16:37<00:35, 32.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7254/8416 [01:00<00:09, 120.81it/s]
    Epoch 2:  97%|█████████▋| 32504/33666 [16:37<00:35, 32.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7255/8416 [01:00<00:09, 120.81it/s]
    Epoch 2:  97%|█████████▋| 32505/33666 [16:37<00:35, 32.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7256/8416 [01:00<00:09, 120.81it/s]
    Epoch 2:  97%|█████████▋| 32506/33666 [16:37<00:35, 32.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7257/8416 [01:00<00:09, 120.81it/s]
    Epoch 2:  97%|█████████▋| 32507/33666 [16:37<00:35, 32.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7258/8416 [01:00<00:09, 120.81it/s]
    Epoch 2:  97%|█████████▋| 32508/33666 [16:37<00:35, 32.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7259/8416 [01:00<00:09, 120.81it/s]
    Epoch 2:  97%|█████████▋| 32509/33666 [16:37<00:35, 32.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7260/8416 [01:00<00:09, 120.81it/s]
    Epoch 2:  97%|█████████▋| 32510/33666 [16:37<00:35, 32.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7261/8416 [01:00<00:09, 120.81it/s]
    Epoch 2:  97%|█████████▋| 32511/33666 [16:37<00:35, 32.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7262/8416 [01:00<00:09, 120.80it/s]
    Epoch 2:  97%|█████████▋| 32512/33666 [16:37<00:35, 32.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7263/8416 [01:00<00:09, 120.80it/s]
    Epoch 2:  97%|█████████▋| 32513/33666 [16:37<00:35, 32.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7264/8416 [01:00<00:09, 120.80it/s]
    Epoch 2:  97%|█████████▋| 32514/33666 [16:37<00:35, 32.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7265/8416 [01:00<00:09, 120.80it/s]
    Epoch 2:  97%|█████████▋| 32515/33666 [16:37<00:35, 32.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7266/8416 [01:00<00:09, 120.80it/s]
    Epoch 2:  97%|█████████▋| 32516/33666 [16:37<00:35, 32.59it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7267/8416 [01:00<00:09, 120.80it/s]
    Epoch 2:  97%|█████████▋| 32517/33666 [16:37<00:35, 32.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7268/8416 [01:00<00:09, 120.81it/s]
    Epoch 2:  97%|█████████▋| 32518/33666 [16:37<00:35, 32.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7269/8416 [01:00<00:09, 120.80it/s]
    Epoch 2:  97%|█████████▋| 32519/33666 [16:37<00:35, 32.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7270/8416 [01:00<00:09, 120.79it/s]
    Epoch 2:  97%|█████████▋| 32520/33666 [16:37<00:35, 32.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7271/8416 [01:00<00:09, 120.79it/s]
    Epoch 2:  97%|█████████▋| 32521/33666 [16:37<00:35, 32.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7272/8416 [01:00<00:09, 120.79it/s]
    Epoch 2:  97%|█████████▋| 32522/33666 [16:37<00:35, 32.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7273/8416 [01:00<00:09, 120.79it/s]
    Epoch 2:  97%|█████████▋| 32523/33666 [16:37<00:35, 32.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7274/8416 [01:00<00:09, 120.79it/s]
    Epoch 2:  97%|█████████▋| 32524/33666 [16:37<00:35, 32.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7275/8416 [01:00<00:09, 120.79it/s]
    Epoch 2:  97%|█████████▋| 32525/33666 [16:37<00:34, 32.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7276/8416 [01:00<00:09, 120.79it/s]
    Epoch 2:  97%|█████████▋| 32526/33666 [16:37<00:34, 32.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7277/8416 [01:00<00:09, 120.79it/s]
    Epoch 2:  97%|█████████▋| 32527/33666 [16:37<00:34, 32.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7278/8416 [01:00<00:09, 120.78it/s]
    Epoch 2:  97%|█████████▋| 32528/33666 [16:37<00:34, 32.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7279/8416 [01:00<00:09, 120.79it/s]
    Epoch 2:  97%|█████████▋| 32529/33666 [16:37<00:34, 32.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7280/8416 [01:00<00:09, 120.79it/s]
    Epoch 2:  97%|█████████▋| 32530/33666 [16:37<00:34, 32.60it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7281/8416 [01:00<00:09, 120.79it/s]
    Epoch 2:  97%|█████████▋| 32531/33666 [16:37<00:34, 32.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7282/8416 [01:00<00:09, 120.78it/s]
    Epoch 2:  97%|█████████▋| 32532/33666 [16:37<00:34, 32.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7283/8416 [01:00<00:09, 120.78it/s]
    Epoch 2:  97%|█████████▋| 32533/33666 [16:37<00:34, 32.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7284/8416 [01:00<00:09, 120.78it/s]
    Epoch 2:  97%|█████████▋| 32534/33666 [16:37<00:34, 32.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7285/8416 [01:00<00:09, 120.78it/s]
    Epoch 2:  97%|█████████▋| 32535/33666 [16:37<00:34, 32.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7286/8416 [01:00<00:09, 120.78it/s]
    Epoch 2:  97%|█████████▋| 32536/33666 [16:37<00:34, 32.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7287/8416 [01:00<00:09, 120.78it/s]
    Epoch 2:  97%|█████████▋| 32537/33666 [16:37<00:34, 32.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7288/8416 [01:00<00:09, 120.78it/s]
    Epoch 2:  97%|█████████▋| 32538/33666 [16:37<00:34, 32.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7289/8416 [01:00<00:09, 120.78it/s]
    Epoch 2:  97%|█████████▋| 32539/33666 [16:37<00:34, 32.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7290/8416 [01:00<00:09, 120.78it/s]
    Epoch 2:  97%|█████████▋| 32540/33666 [16:37<00:34, 32.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7291/8416 [01:00<00:09, 120.78it/s]
    Epoch 2:  97%|█████████▋| 32541/33666 [16:37<00:34, 32.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7292/8416 [01:00<00:09, 120.78it/s]
    Epoch 2:  97%|█████████▋| 32542/33666 [16:37<00:34, 32.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7293/8416 [01:00<00:09, 120.78it/s]
    Epoch 2:  97%|█████████▋| 32543/33666 [16:37<00:34, 32.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7294/8416 [01:00<00:09, 120.78it/s]
    Epoch 2:  97%|█████████▋| 32544/33666 [16:37<00:34, 32.61it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7295/8416 [01:00<00:09, 120.78it/s]
    Epoch 2:  97%|█████████▋| 32545/33666 [16:37<00:34, 32.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7296/8416 [01:00<00:09, 120.78it/s]
    Epoch 2:  97%|█████████▋| 32546/33666 [16:37<00:34, 32.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7297/8416 [01:00<00:09, 120.78it/s]
    Epoch 2:  97%|█████████▋| 32547/33666 [16:37<00:34, 32.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7298/8416 [01:00<00:09, 120.78it/s]
    Epoch 2:  97%|█████████▋| 32548/33666 [16:37<00:34, 32.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7299/8416 [01:00<00:09, 120.78it/s]
    Epoch 2:  97%|█████████▋| 32549/33666 [16:37<00:34, 32.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7300/8416 [01:00<00:09, 120.78it/s]
    Epoch 2:  97%|█████████▋| 32550/33666 [16:37<00:34, 32.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7301/8416 [01:00<00:09, 120.78it/s]
    Epoch 2:  97%|█████████▋| 32551/33666 [16:37<00:34, 32.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7302/8416 [01:00<00:09, 120.77it/s]
    Epoch 2:  97%|█████████▋| 32552/33666 [16:37<00:34, 32.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7303/8416 [01:00<00:09, 120.77it/s]
    Epoch 2:  97%|█████████▋| 32553/33666 [16:37<00:34, 32.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7304/8416 [01:00<00:09, 120.77it/s]
    Epoch 2:  97%|█████████▋| 32554/33666 [16:37<00:34, 32.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7305/8416 [01:00<00:09, 120.77it/s]
    Epoch 2:  97%|█████████▋| 32555/33666 [16:37<00:34, 32.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7306/8416 [01:00<00:09, 120.77it/s]
    Epoch 2:  97%|█████████▋| 32556/33666 [16:37<00:34, 32.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7307/8416 [01:00<00:09, 120.77it/s]
    Epoch 2:  97%|█████████▋| 32557/33666 [16:37<00:33, 32.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7308/8416 [01:00<00:09, 120.77it/s]
    Epoch 2:  97%|█████████▋| 32558/33666 [16:37<00:33, 32.62it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7309/8416 [01:00<00:09, 120.77it/s]
    Epoch 2:  97%|█████████▋| 32559/33666 [16:37<00:33, 32.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7310/8416 [01:00<00:09, 120.77it/s]
    Epoch 2:  97%|█████████▋| 32560/33666 [16:37<00:33, 32.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7311/8416 [01:00<00:09, 120.77it/s]
    Epoch 2:  97%|█████████▋| 32561/33666 [16:37<00:33, 32.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7312/8416 [01:00<00:09, 120.77it/s]
    Epoch 2:  97%|█████████▋| 32562/33666 [16:37<00:33, 32.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7313/8416 [01:00<00:09, 120.77it/s]
    Epoch 2:  97%|█████████▋| 32563/33666 [16:37<00:33, 32.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7314/8416 [01:00<00:09, 120.77it/s]
    Epoch 2:  97%|█████████▋| 32564/33666 [16:37<00:33, 32.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7315/8416 [01:00<00:09, 120.77it/s]
    Epoch 2:  97%|█████████▋| 32565/33666 [16:38<00:33, 32.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7316/8416 [01:00<00:09, 120.77it/s]
    Epoch 2:  97%|█████████▋| 32566/33666 [16:38<00:33, 32.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7317/8416 [01:00<00:09, 120.76it/s]
    Epoch 2:  97%|█████████▋| 32567/33666 [16:38<00:33, 32.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7318/8416 [01:00<00:09, 120.76it/s]
    Epoch 2:  97%|█████████▋| 32568/33666 [16:38<00:33, 32.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7319/8416 [01:00<00:09, 120.76it/s]
    Epoch 2:  97%|█████████▋| 32569/33666 [16:38<00:33, 32.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7320/8416 [01:00<00:09, 120.76it/s]
    Epoch 2:  97%|█████████▋| 32570/33666 [16:38<00:33, 32.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7321/8416 [01:00<00:09, 120.76it/s]
    Epoch 2:  97%|█████████▋| 32571/33666 [16:38<00:33, 32.63it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7322/8416 [01:00<00:09, 120.76it/s]
    Epoch 2:  97%|█████████▋| 32572/33666 [16:38<00:33, 32.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7323/8416 [01:00<00:09, 120.76it/s]
    Epoch 2:  97%|█████████▋| 32573/33666 [16:38<00:33, 32.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7324/8416 [01:00<00:09, 120.76it/s]
    Epoch 2:  97%|█████████▋| 32574/33666 [16:38<00:33, 32.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7325/8416 [01:00<00:09, 120.76it/s]
    Epoch 2:  97%|█████████▋| 32575/33666 [16:38<00:33, 32.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7326/8416 [01:00<00:09, 120.76it/s]
    Epoch 2:  97%|█████████▋| 32576/33666 [16:38<00:33, 32.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7327/8416 [01:00<00:09, 120.76it/s]
    Epoch 2:  97%|█████████▋| 32577/33666 [16:38<00:33, 32.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7328/8416 [01:00<00:09, 120.76it/s]
    Epoch 2:  97%|█████████▋| 32578/33666 [16:38<00:33, 32.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7329/8416 [01:00<00:09, 120.76it/s]
    Epoch 2:  97%|█████████▋| 32579/33666 [16:38<00:33, 32.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7330/8416 [01:00<00:08, 120.76it/s]
    Epoch 2:  97%|█████████▋| 32580/33666 [16:38<00:33, 32.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7331/8416 [01:00<00:08, 120.76it/s]
    Epoch 2:  97%|█████████▋| 32581/33666 [16:38<00:33, 32.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7332/8416 [01:00<00:08, 120.75it/s]
    Epoch 2:  97%|█████████▋| 32582/33666 [16:38<00:33, 32.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7333/8416 [01:00<00:08, 120.74it/s]
    Epoch 2:  97%|█████████▋| 32583/33666 [16:38<00:33, 32.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7334/8416 [01:00<00:08, 120.74it/s]
    Epoch 2:  97%|█████████▋| 32584/33666 [16:38<00:33, 32.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7335/8416 [01:00<00:08, 120.74it/s]
    Epoch 2:  97%|█████████▋| 32585/33666 [16:38<00:33, 32.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7336/8416 [01:00<00:08, 120.74it/s]
    Epoch 2:  97%|█████████▋| 32586/33666 [16:38<00:33, 32.64it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7337/8416 [01:00<00:08, 120.74it/s]
    Epoch 2:  97%|█████████▋| 32587/33666 [16:38<00:33, 32.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7338/8416 [01:00<00:08, 120.74it/s]
    Epoch 2:  97%|█████████▋| 32588/33666 [16:38<00:33, 32.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7339/8416 [01:00<00:08, 120.74it/s]
    Epoch 2:  97%|█████████▋| 32589/33666 [16:38<00:32, 32.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7340/8416 [01:00<00:08, 120.74it/s]
    Epoch 2:  97%|█████████▋| 32590/33666 [16:38<00:32, 32.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7341/8416 [01:00<00:08, 120.74it/s]
    Epoch 2:  97%|█████████▋| 32591/33666 [16:38<00:32, 32.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7342/8416 [01:00<00:08, 120.74it/s]
    Epoch 2:  97%|█████████▋| 32592/33666 [16:38<00:32, 32.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7343/8416 [01:00<00:08, 120.74it/s]
    Epoch 2:  97%|█████████▋| 32593/33666 [16:38<00:32, 32.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7344/8416 [01:00<00:08, 120.74it/s]
    Epoch 2:  97%|█████████▋| 32594/33666 [16:38<00:32, 32.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7345/8416 [01:00<00:08, 120.74it/s]
    Epoch 2:  97%|█████████▋| 32595/33666 [16:38<00:32, 32.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7346/8416 [01:00<00:08, 120.74it/s]
    Epoch 2:  97%|█████████▋| 32596/33666 [16:38<00:32, 32.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7347/8416 [01:00<00:08, 120.74it/s]
    Epoch 2:  97%|█████████▋| 32597/33666 [16:38<00:32, 32.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7348/8416 [01:00<00:08, 120.74it/s]
    Epoch 2:  97%|█████████▋| 32598/33666 [16:38<00:32, 32.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7349/8416 [01:00<00:08, 120.73it/s]
    Epoch 2:  97%|█████████▋| 32599/33666 [16:38<00:32, 32.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7350/8416 [01:00<00:08, 120.72it/s]
    Epoch 2:  97%|█████████▋| 32600/33666 [16:38<00:32, 32.65it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7351/8416 [01:00<00:08, 120.72it/s]
    Epoch 2:  97%|█████████▋| 32601/33666 [16:38<00:32, 32.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7352/8416 [01:00<00:08, 120.72it/s]
    Epoch 2:  97%|█████████▋| 32602/33666 [16:38<00:32, 32.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7353/8416 [01:00<00:08, 120.72it/s]
    Epoch 2:  97%|█████████▋| 32603/33666 [16:38<00:32, 32.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7354/8416 [01:00<00:08, 120.72it/s]
    Epoch 2:  97%|█████████▋| 32604/33666 [16:38<00:32, 32.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7355/8416 [01:00<00:08, 120.72it/s]
    Epoch 2:  97%|█████████▋| 32605/33666 [16:38<00:32, 32.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7356/8416 [01:00<00:08, 120.72it/s]
    Epoch 2:  97%|█████████▋| 32606/33666 [16:38<00:32, 32.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7357/8416 [01:00<00:08, 120.72it/s]
    Epoch 2:  97%|█████████▋| 32607/33666 [16:38<00:32, 32.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7358/8416 [01:00<00:08, 120.72it/s]
    Epoch 2:  97%|█████████▋| 32608/33666 [16:38<00:32, 32.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7359/8416 [01:00<00:08, 120.72it/s]
    Epoch 2:  97%|█████████▋| 32609/33666 [16:38<00:32, 32.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7360/8416 [01:00<00:08, 120.72it/s]
    Epoch 2:  97%|█████████▋| 32610/33666 [16:38<00:32, 32.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7361/8416 [01:00<00:08, 120.72it/s]
    Epoch 2:  97%|█████████▋| 32611/33666 [16:38<00:32, 32.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7362/8416 [01:00<00:08, 120.72it/s]
    Epoch 2:  97%|█████████▋| 32612/33666 [16:38<00:32, 32.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7363/8416 [01:00<00:08, 120.72it/s]
    Epoch 2:  97%|█████████▋| 32613/33666 [16:38<00:32, 32.66it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7364/8416 [01:01<00:08, 120.72it/s]
    Epoch 2:  97%|█████████▋| 32614/33666 [16:38<00:32, 32.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7365/8416 [01:01<00:08, 120.72it/s]
    Epoch 2:  97%|█████████▋| 32615/33666 [16:38<00:32, 32.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7366/8416 [01:01<00:08, 120.72it/s]
    Epoch 2:  97%|█████████▋| 32616/33666 [16:38<00:32, 32.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7367/8416 [01:01<00:08, 120.72it/s]
    Epoch 2:  97%|█████████▋| 32617/33666 [16:38<00:32, 32.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7368/8416 [01:01<00:08, 120.72it/s]
    Epoch 2:  97%|█████████▋| 32618/33666 [16:38<00:32, 32.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7369/8416 [01:01<00:08, 120.72it/s]
    Epoch 2:  97%|█████████▋| 32619/33666 [16:38<00:32, 32.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7370/8416 [01:01<00:08, 120.72it/s]
    Epoch 2:  97%|█████████▋| 32620/33666 [16:38<00:32, 32.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7371/8416 [01:01<00:08, 120.72it/s]
    Epoch 2:  97%|█████████▋| 32621/33666 [16:38<00:31, 32.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7372/8416 [01:01<00:08, 120.72it/s]
    Epoch 2:  97%|█████████▋| 32622/33666 [16:38<00:31, 32.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7373/8416 [01:01<00:08, 120.72it/s]
    Epoch 2:  97%|█████████▋| 32623/33666 [16:38<00:31, 32.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7374/8416 [01:01<00:08, 120.72it/s]
    Epoch 2:  97%|█████████▋| 32624/33666 [16:38<00:31, 32.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7375/8416 [01:01<00:08, 120.72it/s]
    Epoch 2:  97%|█████████▋| 32625/33666 [16:38<00:31, 32.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7376/8416 [01:01<00:08, 120.71it/s]
    Epoch 2:  97%|█████████▋| 32626/33666 [16:38<00:31, 32.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7377/8416 [01:01<00:08, 120.72it/s]
    Epoch 2:  97%|█████████▋| 32627/33666 [16:38<00:31, 32.67it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7378/8416 [01:01<00:08, 120.72it/s]
    Epoch 2:  97%|█████████▋| 32628/33666 [16:38<00:31, 32.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7379/8416 [01:01<00:08, 120.72it/s]
    Epoch 2:  97%|█████████▋| 32629/33666 [16:38<00:31, 32.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7380/8416 [01:01<00:08, 120.72it/s]
    Epoch 2:  97%|█████████▋| 32630/33666 [16:38<00:31, 32.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7381/8416 [01:01<00:08, 120.71it/s]
    Epoch 2:  97%|█████████▋| 32631/33666 [16:38<00:31, 32.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7382/8416 [01:01<00:08, 120.71it/s]
    Epoch 2:  97%|█████████▋| 32632/33666 [16:38<00:31, 32.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7383/8416 [01:01<00:08, 120.71it/s]
    Epoch 2:  97%|█████████▋| 32633/33666 [16:38<00:31, 32.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7384/8416 [01:01<00:08, 120.71it/s]
    Epoch 2:  97%|█████████▋| 32634/33666 [16:38<00:31, 32.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7385/8416 [01:01<00:08, 120.71it/s]
    Epoch 2:  97%|█████████▋| 32635/33666 [16:38<00:31, 32.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7386/8416 [01:01<00:08, 120.71it/s]
    Epoch 2:  97%|█████████▋| 32636/33666 [16:38<00:31, 32.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7387/8416 [01:01<00:08, 120.71it/s]
    Epoch 2:  97%|█████████▋| 32637/33666 [16:38<00:31, 32.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7388/8416 [01:01<00:08, 120.71it/s]
    Epoch 2:  97%|█████████▋| 32638/33666 [16:38<00:31, 32.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7389/8416 [01:01<00:08, 120.71it/s]
    Epoch 2:  97%|█████████▋| 32639/33666 [16:38<00:31, 32.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7390/8416 [01:01<00:08, 120.71it/s]
    Epoch 2:  97%|█████████▋| 32640/33666 [16:38<00:31, 32.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7391/8416 [01:01<00:08, 120.71it/s]
    Epoch 2:  97%|█████████▋| 32641/33666 [16:38<00:31, 32.68it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7392/8416 [01:01<00:08, 120.71it/s]
    Epoch 2:  97%|█████████▋| 32642/33666 [16:38<00:31, 32.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7393/8416 [01:01<00:08, 120.71it/s]
    Epoch 2:  97%|█████████▋| 32643/33666 [16:38<00:31, 32.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7394/8416 [01:01<00:08, 120.71it/s]
    Epoch 2:  97%|█████████▋| 32644/33666 [16:38<00:31, 32.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7395/8416 [01:01<00:08, 120.71it/s]
    Epoch 2:  97%|█████████▋| 32645/33666 [16:38<00:31, 32.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7396/8416 [01:01<00:08, 120.71it/s]
    Epoch 2:  97%|█████████▋| 32646/33666 [16:38<00:31, 32.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7397/8416 [01:01<00:08, 120.71it/s]
    Epoch 2:  97%|█████████▋| 32647/33666 [16:38<00:31, 32.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7398/8416 [01:01<00:08, 120.71it/s]
    Epoch 2:  97%|█████████▋| 32648/33666 [16:38<00:31, 32.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7399/8416 [01:01<00:08, 120.71it/s]
    Epoch 2:  97%|█████████▋| 32649/33666 [16:38<00:31, 32.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7400/8416 [01:01<00:08, 120.71it/s]
    Epoch 2:  97%|█████████▋| 32650/33666 [16:38<00:31, 32.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7401/8416 [01:01<00:08, 120.71it/s]
    Epoch 2:  97%|█████████▋| 32651/33666 [16:38<00:31, 32.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7402/8416 [01:01<00:08, 120.71it/s]
    Epoch 2:  97%|█████████▋| 32652/33666 [16:38<00:31, 32.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7403/8416 [01:01<00:08, 120.71it/s]
    Epoch 2:  97%|█████████▋| 32653/33666 [16:38<00:30, 32.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7404/8416 [01:01<00:08, 120.71it/s]
    Epoch 2:  97%|█████████▋| 32654/33666 [16:38<00:30, 32.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7405/8416 [01:01<00:08, 120.71it/s]
    Epoch 2:  97%|█████████▋| 32655/33666 [16:38<00:30, 32.69it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7406/8416 [01:01<00:08, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32656/33666 [16:38<00:30, 32.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7407/8416 [01:01<00:08, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32657/33666 [16:38<00:30, 32.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7408/8416 [01:01<00:08, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32658/33666 [16:38<00:30, 32.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7409/8416 [01:01<00:08, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32659/33666 [16:38<00:30, 32.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7410/8416 [01:01<00:08, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32660/33666 [16:38<00:30, 32.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7411/8416 [01:01<00:08, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32661/33666 [16:38<00:30, 32.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7412/8416 [01:01<00:08, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32662/33666 [16:38<00:30, 32.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7413/8416 [01:01<00:08, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32663/33666 [16:38<00:30, 32.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7414/8416 [01:01<00:08, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32664/33666 [16:38<00:30, 32.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7415/8416 [01:01<00:08, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32665/33666 [16:38<00:30, 32.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7416/8416 [01:01<00:08, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32666/33666 [16:38<00:30, 32.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7417/8416 [01:01<00:08, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32667/33666 [16:38<00:30, 32.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7418/8416 [01:01<00:08, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32668/33666 [16:38<00:30, 32.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7419/8416 [01:01<00:08, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32669/33666 [16:38<00:30, 32.70it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7420/8416 [01:01<00:08, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32670/33666 [16:38<00:30, 32.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7421/8416 [01:01<00:08, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32671/33666 [16:38<00:30, 32.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7422/8416 [01:01<00:08, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32672/33666 [16:38<00:30, 32.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7423/8416 [01:01<00:08, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32673/33666 [16:38<00:30, 32.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7424/8416 [01:01<00:08, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32674/33666 [16:38<00:30, 32.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7425/8416 [01:01<00:08, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32675/33666 [16:38<00:30, 32.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7426/8416 [01:01<00:08, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32676/33666 [16:38<00:30, 32.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7427/8416 [01:01<00:08, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32677/33666 [16:38<00:30, 32.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7428/8416 [01:01<00:08, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32678/33666 [16:38<00:30, 32.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7429/8416 [01:01<00:08, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32679/33666 [16:38<00:30, 32.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7430/8416 [01:01<00:08, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32680/33666 [16:38<00:30, 32.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7431/8416 [01:01<00:08, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32681/33666 [16:39<00:30, 32.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7432/8416 [01:01<00:08, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32682/33666 [16:39<00:30, 32.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7433/8416 [01:01<00:08, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32683/33666 [16:39<00:30, 32.71it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7434/8416 [01:01<00:08, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32684/33666 [16:39<00:30, 32.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7435/8416 [01:01<00:08, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32685/33666 [16:39<00:29, 32.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7436/8416 [01:01<00:08, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32686/33666 [16:39<00:29, 32.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7437/8416 [01:01<00:08, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32687/33666 [16:39<00:29, 32.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7438/8416 [01:01<00:08, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32688/33666 [16:39<00:29, 32.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7439/8416 [01:01<00:08, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32689/33666 [16:39<00:29, 32.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7440/8416 [01:01<00:08, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32690/33666 [16:39<00:29, 32.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7441/8416 [01:01<00:08, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32691/33666 [16:39<00:29, 32.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7442/8416 [01:01<00:08, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32692/33666 [16:39<00:29, 32.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7443/8416 [01:01<00:08, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32693/33666 [16:39<00:29, 32.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7444/8416 [01:01<00:08, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32694/33666 [16:39<00:29, 32.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7445/8416 [01:01<00:08, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32695/33666 [16:39<00:29, 32.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7446/8416 [01:01<00:08, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32696/33666 [16:39<00:29, 32.72it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7447/8416 [01:01<00:08, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32697/33666 [16:39<00:29, 32.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7448/8416 [01:01<00:08, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32698/33666 [16:39<00:29, 32.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▊ | 7449/8416 [01:01<00:08, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32699/33666 [16:39<00:29, 32.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▊ | 7450/8416 [01:01<00:08, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32700/33666 [16:39<00:29, 32.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▊ | 7451/8416 [01:01<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32701/33666 [16:39<00:29, 32.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▊ | 7452/8416 [01:01<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32702/33666 [16:39<00:29, 32.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▊ | 7453/8416 [01:01<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32703/33666 [16:39<00:29, 32.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▊ | 7454/8416 [01:01<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32704/33666 [16:39<00:29, 32.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▊ | 7455/8416 [01:01<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32705/33666 [16:39<00:29, 32.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▊ | 7456/8416 [01:01<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32706/33666 [16:39<00:29, 32.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▊ | 7457/8416 [01:01<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32707/33666 [16:39<00:29, 32.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▊ | 7458/8416 [01:01<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32708/33666 [16:39<00:29, 32.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▊ | 7459/8416 [01:01<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32709/33666 [16:39<00:29, 32.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▊ | 7460/8416 [01:01<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32710/33666 [16:39<00:29, 32.73it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▊ | 7461/8416 [01:01<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32711/33666 [16:39<00:29, 32.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▊ | 7462/8416 [01:01<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32712/33666 [16:39<00:29, 32.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▊ | 7463/8416 [01:01<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32713/33666 [16:39<00:29, 32.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▊ | 7464/8416 [01:01<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32714/33666 [16:39<00:29, 32.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▊ | 7465/8416 [01:01<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32715/33666 [16:39<00:29, 32.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▊ | 7466/8416 [01:01<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32716/33666 [16:39<00:29, 32.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▊ | 7467/8416 [01:01<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32717/33666 [16:39<00:28, 32.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▊ | 7468/8416 [01:01<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32718/33666 [16:39<00:28, 32.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▊ | 7469/8416 [01:01<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32719/33666 [16:39<00:28, 32.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7470/8416 [01:01<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32720/33666 [16:39<00:28, 32.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7471/8416 [01:01<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32721/33666 [16:39<00:28, 32.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7472/8416 [01:01<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32722/33666 [16:39<00:28, 32.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7473/8416 [01:01<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32723/33666 [16:39<00:28, 32.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7474/8416 [01:01<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32724/33666 [16:39<00:28, 32.74it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7475/8416 [01:01<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32725/33666 [16:39<00:28, 32.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7476/8416 [01:01<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32726/33666 [16:39<00:28, 32.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7477/8416 [01:01<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32727/33666 [16:39<00:28, 32.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7478/8416 [01:01<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32728/33666 [16:39<00:28, 32.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7479/8416 [01:01<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32729/33666 [16:39<00:28, 32.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7480/8416 [01:01<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32730/33666 [16:39<00:28, 32.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7481/8416 [01:01<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32731/33666 [16:39<00:28, 32.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7482/8416 [01:01<00:07, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32732/33666 [16:39<00:28, 32.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7483/8416 [01:01<00:07, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32733/33666 [16:39<00:28, 32.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7484/8416 [01:02<00:07, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32734/33666 [16:39<00:28, 32.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7485/8416 [01:02<00:07, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32735/33666 [16:39<00:28, 32.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7486/8416 [01:02<00:07, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32736/33666 [16:39<00:28, 32.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7487/8416 [01:02<00:07, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32737/33666 [16:39<00:28, 32.75it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7488/8416 [01:02<00:07, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32738/33666 [16:39<00:28, 32.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7489/8416 [01:02<00:07, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32739/33666 [16:39<00:28, 32.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7490/8416 [01:02<00:07, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32740/33666 [16:39<00:28, 32.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7491/8416 [01:02<00:07, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32741/33666 [16:39<00:28, 32.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7492/8416 [01:02<00:07, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32742/33666 [16:39<00:28, 32.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7493/8416 [01:02<00:07, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32743/33666 [16:39<00:28, 32.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7494/8416 [01:02<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32744/33666 [16:39<00:28, 32.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7495/8416 [01:02<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32745/33666 [16:39<00:28, 32.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7496/8416 [01:02<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32746/33666 [16:39<00:28, 32.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7497/8416 [01:02<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32747/33666 [16:39<00:28, 32.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7498/8416 [01:02<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32748/33666 [16:39<00:28, 32.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7499/8416 [01:02<00:07, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32749/33666 [16:39<00:27, 32.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7500/8416 [01:02<00:07, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32750/33666 [16:39<00:27, 32.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7501/8416 [01:02<00:07, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32751/33666 [16:39<00:27, 32.76it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7502/8416 [01:02<00:07, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32752/33666 [16:39<00:27, 32.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7503/8416 [01:02<00:07, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32753/33666 [16:39<00:27, 32.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7504/8416 [01:02<00:07, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32754/33666 [16:39<00:27, 32.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7505/8416 [01:02<00:07, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32755/33666 [16:39<00:27, 32.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7506/8416 [01:02<00:07, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32756/33666 [16:39<00:27, 32.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7507/8416 [01:02<00:07, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32757/33666 [16:39<00:27, 32.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7508/8416 [01:02<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32758/33666 [16:39<00:27, 32.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7509/8416 [01:02<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32759/33666 [16:39<00:27, 32.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7510/8416 [01:02<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32760/33666 [16:39<00:27, 32.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7511/8416 [01:02<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32761/33666 [16:39<00:27, 32.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7512/8416 [01:02<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32762/33666 [16:39<00:27, 32.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7513/8416 [01:02<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32763/33666 [16:39<00:27, 32.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7514/8416 [01:02<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32764/33666 [16:39<00:27, 32.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7515/8416 [01:02<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32765/33666 [16:39<00:27, 32.77it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7516/8416 [01:02<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32766/33666 [16:39<00:27, 32.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7517/8416 [01:02<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32767/33666 [16:39<00:27, 32.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7518/8416 [01:02<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32768/33666 [16:39<00:27, 32.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7519/8416 [01:02<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32769/33666 [16:39<00:27, 32.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7520/8416 [01:02<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32770/33666 [16:39<00:27, 32.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7521/8416 [01:02<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32771/33666 [16:39<00:27, 32.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7522/8416 [01:02<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32772/33666 [16:39<00:27, 32.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7523/8416 [01:02<00:07, 120.69it/s]
    Epoch 2:  97%|█████████▋| 32773/33666 [16:39<00:27, 32.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7524/8416 [01:02<00:07, 120.70it/s]
    Epoch 2:  97%|█████████▋| 32774/33666 [16:39<00:27, 32.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7525/8416 [01:02<00:07, 120.68it/s]
    Epoch 2:  97%|█████████▋| 32775/33666 [16:39<00:27, 32.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7526/8416 [01:02<00:07, 120.68it/s]
    Epoch 2:  97%|█████████▋| 32776/33666 [16:39<00:27, 32.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7527/8416 [01:02<00:07, 120.68it/s]
    Epoch 2:  97%|█████████▋| 32777/33666 [16:39<00:27, 32.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7528/8416 [01:02<00:07, 120.68it/s]
    Epoch 2:  97%|█████████▋| 32778/33666 [16:39<00:27, 32.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7529/8416 [01:02<00:07, 120.68it/s]
    Epoch 2:  97%|█████████▋| 32779/33666 [16:39<00:27, 32.78it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7530/8416 [01:02<00:07, 120.68it/s]
    Epoch 2:  97%|█████████▋| 32780/33666 [16:39<00:27, 32.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7531/8416 [01:02<00:07, 120.68it/s]
    Epoch 2:  97%|█████████▋| 32781/33666 [16:39<00:26, 32.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7532/8416 [01:02<00:07, 120.68it/s]
    Epoch 2:  97%|█████████▋| 32782/33666 [16:39<00:26, 32.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|████████▉ | 7533/8416 [01:02<00:07, 120.68it/s]
    Epoch 2:  97%|█████████▋| 32783/33666 [16:39<00:26, 32.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|████████▉ | 7534/8416 [01:02<00:07, 120.68it/s]
    Epoch 2:  97%|█████████▋| 32784/33666 [16:39<00:26, 32.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|████████▉ | 7535/8416 [01:02<00:07, 120.68it/s]
    Epoch 2:  97%|█████████▋| 32785/33666 [16:39<00:26, 32.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|████████▉ | 7536/8416 [01:02<00:07, 120.68it/s]
    Epoch 2:  97%|█████████▋| 32786/33666 [16:39<00:26, 32.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|████████▉ | 7537/8416 [01:02<00:07, 120.68it/s]
    Epoch 2:  97%|█████████▋| 32787/33666 [16:39<00:26, 32.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|████████▉ | 7538/8416 [01:02<00:07, 120.68it/s]
    Epoch 2:  97%|█████████▋| 32788/33666 [16:39<00:26, 32.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|████████▉ | 7539/8416 [01:02<00:07, 120.68it/s]
    Epoch 2:  97%|█████████▋| 32789/33666 [16:39<00:26, 32.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|████████▉ | 7540/8416 [01:02<00:07, 120.68it/s]
    Epoch 2:  97%|█████████▋| 32790/33666 [16:39<00:26, 32.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|████████▉ | 7541/8416 [01:02<00:07, 120.68it/s]
    Epoch 2:  97%|█████████▋| 32791/33666 [16:39<00:26, 32.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|████████▉ | 7542/8416 [01:02<00:07, 120.68it/s]
    Epoch 2:  97%|█████████▋| 32792/33666 [16:39<00:26, 32.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|████████▉ | 7543/8416 [01:02<00:07, 120.68it/s]
    Epoch 2:  97%|█████████▋| 32793/33666 [16:39<00:26, 32.79it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|████████▉ | 7544/8416 [01:02<00:07, 120.68it/s]
    Epoch 2:  97%|█████████▋| 32794/33666 [16:39<00:26, 32.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|████████▉ | 7545/8416 [01:02<00:07, 120.68it/s]
    Epoch 2:  97%|█████████▋| 32795/33666 [16:39<00:26, 32.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|████████▉ | 7546/8416 [01:02<00:07, 120.68it/s]
    Epoch 2:  97%|█████████▋| 32796/33666 [16:39<00:26, 32.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|████████▉ | 7547/8416 [01:02<00:07, 120.68it/s]
    Epoch 2:  97%|█████████▋| 32797/33666 [16:39<00:26, 32.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|████████▉ | 7548/8416 [01:02<00:07, 120.68it/s]
    Epoch 2:  97%|█████████▋| 32798/33666 [16:39<00:26, 32.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|████████▉ | 7549/8416 [01:02<00:07, 120.68it/s]
    Epoch 2:  97%|█████████▋| 32799/33666 [16:39<00:26, 32.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|████████▉ | 7550/8416 [01:02<00:07, 120.68it/s]
    Epoch 2:  97%|█████████▋| 32800/33666 [16:40<00:26, 32.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|████████▉ | 7551/8416 [01:02<00:07, 120.67it/s]
    Epoch 2:  97%|█████████▋| 32801/33666 [16:40<00:26, 32.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|████████▉ | 7552/8416 [01:02<00:07, 120.67it/s]
    Epoch 2:  97%|█████████▋| 32802/33666 [16:40<00:26, 32.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|████████▉ | 7553/8416 [01:02<00:07, 120.67it/s]
    Epoch 2:  97%|█████████▋| 32803/33666 [16:40<00:26, 32.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|████████▉ | 7554/8416 [01:02<00:07, 120.67it/s]
    Epoch 2:  97%|█████████▋| 32804/33666 [16:40<00:26, 32.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|████████▉ | 7555/8416 [01:02<00:07, 120.67it/s]
    Epoch 2:  97%|█████████▋| 32805/33666 [16:40<00:26, 32.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|████████▉ | 7556/8416 [01:02<00:07, 120.67it/s]
    Epoch 2:  97%|█████████▋| 32806/33666 [16:40<00:26, 32.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|████████▉ | 7557/8416 [01:02<00:07, 120.67it/s]
    Epoch 2:  97%|█████████▋| 32807/33666 [16:40<00:26, 32.80it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|████████▉ | 7558/8416 [01:02<00:07, 120.67it/s]
    Epoch 2:  97%|█████████▋| 32808/33666 [16:40<00:26, 32.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|████████▉ | 7559/8416 [01:02<00:07, 120.67it/s]
    Epoch 2:  97%|█████████▋| 32809/33666 [16:40<00:26, 32.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|████████▉ | 7560/8416 [01:02<00:07, 120.67it/s]
    Epoch 2:  97%|█████████▋| 32810/33666 [16:40<00:26, 32.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|████████▉ | 7561/8416 [01:02<00:07, 120.67it/s]
    Epoch 2:  97%|█████████▋| 32811/33666 [16:40<00:26, 32.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|████████▉ | 7562/8416 [01:02<00:07, 120.67it/s]
    Epoch 2:  97%|█████████▋| 32812/33666 [16:40<00:26, 32.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|████████▉ | 7563/8416 [01:02<00:07, 120.67it/s]
    Epoch 2:  97%|█████████▋| 32813/33666 [16:40<00:25, 32.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|████████▉ | 7564/8416 [01:02<00:07, 120.67it/s]
    Epoch 2:  97%|█████████▋| 32814/33666 [16:40<00:25, 32.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|████████▉ | 7565/8416 [01:02<00:07, 120.67it/s]
    Epoch 2:  97%|█████████▋| 32815/33666 [16:40<00:25, 32.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|████████▉ | 7566/8416 [01:02<00:07, 120.67it/s]
    Epoch 2:  97%|█████████▋| 32816/33666 [16:40<00:25, 32.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|████████▉ | 7567/8416 [01:02<00:07, 120.67it/s]
    Epoch 2:  97%|█████████▋| 32817/33666 [16:40<00:25, 32.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|████████▉ | 7568/8416 [01:02<00:07, 120.67it/s]
    Epoch 2:  97%|█████████▋| 32818/33666 [16:40<00:25, 32.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|████████▉ | 7569/8416 [01:02<00:07, 120.67it/s]
    Epoch 2:  97%|█████████▋| 32819/33666 [16:40<00:25, 32.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|████████▉ | 7570/8416 [01:02<00:07, 120.67it/s]
    Epoch 2:  97%|█████████▋| 32820/33666 [16:40<00:25, 32.81it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|████████▉ | 7571/8416 [01:02<00:07, 120.67it/s]
    Epoch 2:  97%|█████████▋| 32821/33666 [16:40<00:25, 32.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|████████▉ | 7572/8416 [01:02<00:06, 120.67it/s]
    Epoch 2:  97%|█████████▋| 32822/33666 [16:40<00:25, 32.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|████████▉ | 7573/8416 [01:02<00:06, 120.67it/s]
    Epoch 2:  97%|█████████▋| 32823/33666 [16:40<00:25, 32.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|████████▉ | 7574/8416 [01:02<00:06, 120.67it/s]
    Epoch 2:  97%|█████████▋| 32824/33666 [16:40<00:25, 32.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|█████████ | 7575/8416 [01:02<00:06, 120.67it/s]
    Epoch 2:  98%|█████████▊| 32825/33666 [16:40<00:25, 32.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|█████████ | 7576/8416 [01:02<00:06, 120.67it/s]
    Epoch 2:  98%|█████████▊| 32826/33666 [16:40<00:25, 32.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|█████████ | 7577/8416 [01:02<00:06, 120.67it/s]
    Epoch 2:  98%|█████████▊| 32827/33666 [16:40<00:25, 32.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|█████████ | 7578/8416 [01:02<00:06, 120.67it/s]
    Epoch 2:  98%|█████████▊| 32828/33666 [16:40<00:25, 32.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|█████████ | 7579/8416 [01:02<00:06, 120.67it/s]
    Epoch 2:  98%|█████████▊| 32829/33666 [16:40<00:25, 32.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|█████████ | 7580/8416 [01:02<00:06, 120.67it/s]
    Epoch 2:  98%|█████████▊| 32830/33666 [16:40<00:25, 32.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|█████████ | 7581/8416 [01:02<00:06, 120.67it/s]
    Epoch 2:  98%|█████████▊| 32831/33666 [16:40<00:25, 32.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|█████████ | 7582/8416 [01:02<00:06, 120.66it/s]
    Epoch 2:  98%|█████████▊| 32832/33666 [16:40<00:25, 32.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|█████████ | 7583/8416 [01:02<00:06, 120.66it/s]
    Epoch 2:  98%|█████████▊| 32833/33666 [16:40<00:25, 32.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|█████████ | 7584/8416 [01:02<00:06, 120.66it/s]
    Epoch 2:  98%|█████████▊| 32834/33666 [16:40<00:25, 32.82it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|█████████ | 7585/8416 [01:02<00:06, 120.66it/s]
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    Epoch 2:  98%|█████████▊| 32850/33666 [16:40<00:24, 32.84it/s, loss=3.27, v_num=0]

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    Validation DataLoader 0:  90%|█████████ | 7607/8416 [01:03<00:06, 120.65it/s]
    Epoch 2:  98%|█████████▊| 32857/33666 [16:40<00:24, 32.84it/s, loss=3.27, v_num=0]

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    Epoch 2:  98%|█████████▊| 32859/33666 [16:40<00:24, 32.84it/s, loss=3.27, v_num=0]

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    Epoch 2:  98%|█████████▊| 32860/33666 [16:40<00:24, 32.84it/s, loss=3.27, v_num=0]

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    Epoch 2:  98%|█████████▊| 32861/33666 [16:40<00:24, 32.84it/s, loss=3.27, v_num=0]

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    Epoch 2:  98%|█████████▊| 32862/33666 [16:40<00:24, 32.84it/s, loss=3.27, v_num=0]

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    Epoch 2:  98%|█████████▊| 32863/33666 [16:40<00:24, 32.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|█████████ | 7614/8416 [01:03<00:06, 120.65it/s]
    Epoch 2:  98%|█████████▊| 32864/33666 [16:40<00:24, 32.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|█████████ | 7615/8416 [01:03<00:06, 120.65it/s]
    Epoch 2:  98%|█████████▊| 32865/33666 [16:40<00:24, 32.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  90%|█████████ | 7616/8416 [01:03<00:06, 120.65it/s]
    Epoch 2:  98%|█████████▊| 32866/33666 [16:40<00:24, 32.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  91%|█████████ | 7617/8416 [01:03<00:06, 120.65it/s]
    Epoch 2:  98%|█████████▊| 32867/33666 [16:40<00:24, 32.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  91%|█████████ | 7618/8416 [01:03<00:06, 120.65it/s]
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    Validation DataLoader 0:  91%|█████████ | 7619/8416 [01:03<00:06, 120.65it/s]
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    Epoch 2:  98%|█████████▊| 32870/33666 [16:40<00:24, 32.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  91%|█████████ | 7621/8416 [01:03<00:06, 120.65it/s]
    Epoch 2:  98%|█████████▊| 32871/33666 [16:40<00:24, 32.85it/s, loss=3.27, v_num=0]

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    Epoch 2:  98%|█████████▊| 32872/33666 [16:40<00:24, 32.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  91%|█████████ | 7623/8416 [01:03<00:06, 120.65it/s]
    Epoch 2:  98%|█████████▊| 32873/33666 [16:40<00:24, 32.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  91%|█████████ | 7624/8416 [01:03<00:06, 120.65it/s]
    Epoch 2:  98%|█████████▊| 32874/33666 [16:40<00:24, 32.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  91%|█████████ | 7625/8416 [01:03<00:06, 120.65it/s]
    Epoch 2:  98%|█████████▊| 32875/33666 [16:40<00:24, 32.85it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  91%|█████████ | 7626/8416 [01:03<00:06, 120.65it/s]
    Epoch 2:  98%|█████████▊| 32876/33666 [16:40<00:24, 32.85it/s, loss=3.27, v_num=0]

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    Epoch 2:  98%|█████████▊| 32877/33666 [16:40<00:24, 32.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  91%|█████████ | 7628/8416 [01:03<00:06, 120.65it/s]
    Epoch 2:  98%|█████████▊| 32878/33666 [16:40<00:23, 32.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  91%|█████████ | 7629/8416 [01:03<00:06, 120.65it/s]
    Epoch 2:  98%|█████████▊| 32879/33666 [16:40<00:23, 32.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  91%|█████████ | 7630/8416 [01:03<00:06, 120.65it/s]
    Epoch 2:  98%|█████████▊| 32880/33666 [16:40<00:23, 32.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  91%|█████████ | 7631/8416 [01:03<00:06, 120.65it/s]
    Epoch 2:  98%|█████████▊| 32881/33666 [16:40<00:23, 32.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  91%|█████████ | 7632/8416 [01:03<00:06, 120.65it/s]
    Epoch 2:  98%|█████████▊| 32882/33666 [16:40<00:23, 32.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  91%|█████████ | 7633/8416 [01:03<00:06, 120.65it/s]
    Epoch 2:  98%|█████████▊| 32883/33666 [16:40<00:23, 32.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  91%|█████████ | 7634/8416 [01:03<00:06, 120.65it/s]
    Epoch 2:  98%|█████████▊| 32884/33666 [16:40<00:23, 32.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  91%|█████████ | 7635/8416 [01:03<00:06, 120.65it/s]
    Epoch 2:  98%|█████████▊| 32885/33666 [16:40<00:23, 32.86it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  91%|█████████ | 7636/8416 [01:03<00:06, 120.65it/s]
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    Validation DataLoader 0:  91%|█████████ | 7641/8416 [01:03<00:06, 120.64it/s]
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    Validation DataLoader 0:  91%|█████████ | 7642/8416 [01:03<00:06, 120.64it/s]
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    Validation DataLoader 0:  91%|█████████ | 7643/8416 [01:03<00:06, 120.64it/s]
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    Validation DataLoader 0:  91%|█████████ | 7647/8416 [01:03<00:06, 120.64it/s]
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    Validation DataLoader 0:  91%|█████████ | 7650/8416 [01:03<00:06, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32900/33666 [16:40<00:23, 32.87it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  91%|█████████ | 7651/8416 [01:03<00:06, 120.64it/s]
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    Validation DataLoader 0:  91%|█████████ | 7652/8416 [01:03<00:06, 120.64it/s]
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    Validation DataLoader 0:  91%|█████████ | 7674/8416 [01:03<00:06, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32924/33666 [16:41<00:22, 32.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  91%|█████████ | 7675/8416 [01:03<00:06, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32925/33666 [16:41<00:22, 32.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  91%|█████████ | 7676/8416 [01:03<00:06, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32926/33666 [16:41<00:22, 32.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  91%|█████████ | 7677/8416 [01:03<00:06, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32927/33666 [16:41<00:22, 32.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  91%|█████████ | 7678/8416 [01:03<00:06, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32928/33666 [16:41<00:22, 32.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  91%|█████████ | 7679/8416 [01:03<00:06, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32929/33666 [16:41<00:22, 32.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  91%|█████████▏| 7680/8416 [01:03<00:06, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32930/33666 [16:41<00:22, 32.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  91%|█████████▏| 7681/8416 [01:03<00:06, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32931/33666 [16:41<00:22, 32.89it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  91%|█████████▏| 7682/8416 [01:03<00:06, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32932/33666 [16:41<00:22, 32.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  91%|█████████▏| 7683/8416 [01:03<00:06, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32933/33666 [16:41<00:22, 32.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  91%|█████████▏| 7684/8416 [01:03<00:06, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32934/33666 [16:41<00:22, 32.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  91%|█████████▏| 7685/8416 [01:03<00:06, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32935/33666 [16:41<00:22, 32.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  91%|█████████▏| 7686/8416 [01:03<00:06, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32936/33666 [16:41<00:22, 32.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  91%|█████████▏| 7687/8416 [01:03<00:06, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32937/33666 [16:41<00:22, 32.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  91%|█████████▏| 7688/8416 [01:03<00:06, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32938/33666 [16:41<00:22, 32.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  91%|█████████▏| 7689/8416 [01:03<00:06, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32939/33666 [16:41<00:22, 32.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  91%|█████████▏| 7690/8416 [01:03<00:06, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32940/33666 [16:41<00:22, 32.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  91%|█████████▏| 7691/8416 [01:03<00:06, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32941/33666 [16:41<00:22, 32.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  91%|█████████▏| 7692/8416 [01:03<00:06, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32942/33666 [16:41<00:22, 32.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  91%|█████████▏| 7693/8416 [01:03<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32943/33666 [16:41<00:21, 32.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  91%|█████████▏| 7694/8416 [01:03<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32944/33666 [16:41<00:21, 32.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  91%|█████████▏| 7695/8416 [01:03<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32945/33666 [16:41<00:21, 32.90it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  91%|█████████▏| 7696/8416 [01:03<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32946/33666 [16:41<00:21, 32.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  91%|█████████▏| 7697/8416 [01:03<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32947/33666 [16:41<00:21, 32.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  91%|█████████▏| 7698/8416 [01:03<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32948/33666 [16:41<00:21, 32.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  91%|█████████▏| 7699/8416 [01:03<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32949/33666 [16:41<00:21, 32.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  91%|█████████▏| 7700/8416 [01:03<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32950/33666 [16:41<00:21, 32.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7701/8416 [01:03<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32951/33666 [16:41<00:21, 32.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7702/8416 [01:03<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32952/33666 [16:41<00:21, 32.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7703/8416 [01:03<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32953/33666 [16:41<00:21, 32.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7704/8416 [01:03<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32954/33666 [16:41<00:21, 32.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7705/8416 [01:03<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32955/33666 [16:41<00:21, 32.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7706/8416 [01:03<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32956/33666 [16:41<00:21, 32.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7707/8416 [01:03<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32957/33666 [16:41<00:21, 32.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7708/8416 [01:03<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32958/33666 [16:41<00:21, 32.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7709/8416 [01:03<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32959/33666 [16:41<00:21, 32.91it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7710/8416 [01:03<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32960/33666 [16:41<00:21, 32.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7711/8416 [01:03<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32961/33666 [16:41<00:21, 32.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7712/8416 [01:03<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32962/33666 [16:41<00:21, 32.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7713/8416 [01:03<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32963/33666 [16:41<00:21, 32.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7714/8416 [01:03<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32964/33666 [16:41<00:21, 32.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7715/8416 [01:03<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32965/33666 [16:41<00:21, 32.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7716/8416 [01:03<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32966/33666 [16:41<00:21, 32.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7717/8416 [01:03<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32967/33666 [16:41<00:21, 32.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7718/8416 [01:03<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32968/33666 [16:41<00:21, 32.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7719/8416 [01:03<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32969/33666 [16:41<00:21, 32.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7720/8416 [01:03<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32970/33666 [16:41<00:21, 32.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7721/8416 [01:04<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32971/33666 [16:41<00:21, 32.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7722/8416 [01:04<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32972/33666 [16:41<00:21, 32.92it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7723/8416 [01:04<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32973/33666 [16:41<00:21, 32.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7724/8416 [01:04<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32974/33666 [16:41<00:21, 32.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7725/8416 [01:04<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32975/33666 [16:41<00:20, 32.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7726/8416 [01:04<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32976/33666 [16:41<00:20, 32.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7727/8416 [01:04<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32977/33666 [16:41<00:20, 32.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7728/8416 [01:04<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32978/33666 [16:41<00:20, 32.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7729/8416 [01:04<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32979/33666 [16:41<00:20, 32.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7730/8416 [01:04<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32980/33666 [16:41<00:20, 32.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7731/8416 [01:04<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32981/33666 [16:41<00:20, 32.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7732/8416 [01:04<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32982/33666 [16:41<00:20, 32.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7733/8416 [01:04<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32983/33666 [16:41<00:20, 32.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7734/8416 [01:04<00:05, 120.63it/s]
    Epoch 2:  98%|█████████▊| 32984/33666 [16:41<00:20, 32.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7735/8416 [01:04<00:05, 120.63it/s]
    Epoch 2:  98%|█████████▊| 32985/33666 [16:41<00:20, 32.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7736/8416 [01:04<00:05, 120.63it/s]
    Epoch 2:  98%|█████████▊| 32986/33666 [16:41<00:20, 32.93it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7737/8416 [01:04<00:05, 120.63it/s]
    Epoch 2:  98%|█████████▊| 32987/33666 [16:41<00:20, 32.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7738/8416 [01:04<00:05, 120.63it/s]
    Epoch 2:  98%|█████████▊| 32988/33666 [16:41<00:20, 32.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7739/8416 [01:04<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32989/33666 [16:41<00:20, 32.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7740/8416 [01:04<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32990/33666 [16:41<00:20, 32.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7741/8416 [01:04<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 32991/33666 [16:41<00:20, 32.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7742/8416 [01:04<00:05, 120.63it/s]
    Epoch 2:  98%|█████████▊| 32992/33666 [16:41<00:20, 32.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7743/8416 [01:04<00:05, 120.63it/s]
    Epoch 2:  98%|█████████▊| 32993/33666 [16:41<00:20, 32.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7744/8416 [01:04<00:05, 120.63it/s]
    Epoch 2:  98%|█████████▊| 32994/33666 [16:41<00:20, 32.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7745/8416 [01:04<00:05, 120.63it/s]
    Epoch 2:  98%|█████████▊| 32995/33666 [16:41<00:20, 32.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7746/8416 [01:04<00:05, 120.63it/s]
    Epoch 2:  98%|█████████▊| 32996/33666 [16:41<00:20, 32.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7747/8416 [01:04<00:05, 120.63it/s]
    Epoch 2:  98%|█████████▊| 32997/33666 [16:41<00:20, 32.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7748/8416 [01:04<00:05, 120.63it/s]
    Epoch 2:  98%|█████████▊| 32998/33666 [16:41<00:20, 32.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7749/8416 [01:04<00:05, 120.63it/s]
    Epoch 2:  98%|█████████▊| 32999/33666 [16:41<00:20, 32.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7750/8416 [01:04<00:05, 120.63it/s]
    Epoch 2:  98%|█████████▊| 33000/33666 [16:41<00:20, 32.94it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7751/8416 [01:04<00:05, 120.63it/s]
    Epoch 2:  98%|█████████▊| 33001/33666 [16:41<00:20, 32.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7752/8416 [01:04<00:05, 120.63it/s]
    Epoch 2:  98%|█████████▊| 33002/33666 [16:41<00:20, 32.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7753/8416 [01:04<00:05, 120.63it/s]
    Epoch 2:  98%|█████████▊| 33003/33666 [16:41<00:20, 32.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7754/8416 [01:04<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 33004/33666 [16:41<00:20, 32.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7755/8416 [01:04<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 33005/33666 [16:41<00:20, 32.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7756/8416 [01:04<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 33006/33666 [16:41<00:20, 32.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7757/8416 [01:04<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 33007/33666 [16:41<00:20, 32.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7758/8416 [01:04<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 33008/33666 [16:41<00:19, 32.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7759/8416 [01:04<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 33009/33666 [16:41<00:19, 32.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7760/8416 [01:04<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 33010/33666 [16:41<00:19, 32.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7761/8416 [01:04<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 33011/33666 [16:41<00:19, 32.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7762/8416 [01:04<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 33012/33666 [16:41<00:19, 32.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7763/8416 [01:04<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 33013/33666 [16:41<00:19, 32.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7764/8416 [01:04<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 33014/33666 [16:41<00:19, 32.95it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7765/8416 [01:04<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 33015/33666 [16:41<00:19, 32.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7766/8416 [01:04<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 33016/33666 [16:41<00:19, 32.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7767/8416 [01:04<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 33017/33666 [16:41<00:19, 32.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7768/8416 [01:04<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 33018/33666 [16:41<00:19, 32.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7769/8416 [01:04<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 33019/33666 [16:41<00:19, 32.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7770/8416 [01:04<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 33020/33666 [16:41<00:19, 32.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7771/8416 [01:04<00:05, 120.64it/s]
    Epoch 2:  98%|█████████▊| 33021/33666 [16:41<00:19, 32.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7772/8416 [01:04<00:05, 120.63it/s]
    Epoch 2:  98%|█████████▊| 33022/33666 [16:41<00:19, 32.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7773/8416 [01:04<00:05, 120.63it/s]
    Epoch 2:  98%|█████████▊| 33023/33666 [16:41<00:19, 32.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7774/8416 [01:04<00:05, 120.63it/s]
    Epoch 2:  98%|█████████▊| 33024/33666 [16:41<00:19, 32.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7775/8416 [01:04<00:05, 120.63it/s]
    Epoch 2:  98%|█████████▊| 33025/33666 [16:41<00:19, 32.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7776/8416 [01:04<00:05, 120.63it/s]
    Epoch 2:  98%|█████████▊| 33026/33666 [16:41<00:19, 32.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7777/8416 [01:04<00:05, 120.63it/s]
    Epoch 2:  98%|█████████▊| 33027/33666 [16:41<00:19, 32.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7778/8416 [01:04<00:05, 120.63it/s]
    Epoch 2:  98%|█████████▊| 33028/33666 [16:41<00:19, 32.96it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7779/8416 [01:04<00:05, 120.63it/s]
    Epoch 2:  98%|█████████▊| 33029/33666 [16:41<00:19, 32.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7780/8416 [01:04<00:05, 120.63it/s]
    Epoch 2:  98%|█████████▊| 33030/33666 [16:41<00:19, 32.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7781/8416 [01:04<00:05, 120.63it/s]
    Epoch 2:  98%|█████████▊| 33031/33666 [16:41<00:19, 32.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7782/8416 [01:04<00:05, 120.63it/s]
    Epoch 2:  98%|█████████▊| 33032/33666 [16:41<00:19, 32.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7783/8416 [01:04<00:05, 120.63it/s]
    Epoch 2:  98%|█████████▊| 33033/33666 [16:41<00:19, 32.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  92%|█████████▏| 7784/8416 [01:04<00:05, 120.63it/s]
    Epoch 2:  98%|█████████▊| 33034/33666 [16:41<00:19, 32.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7785/8416 [01:04<00:05, 120.63it/s]
    Epoch 2:  98%|█████████▊| 33035/33666 [16:41<00:19, 32.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7786/8416 [01:04<00:05, 120.63it/s]
    Epoch 2:  98%|█████████▊| 33036/33666 [16:41<00:19, 32.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7787/8416 [01:04<00:05, 120.63it/s]
    Epoch 2:  98%|█████████▊| 33037/33666 [16:41<00:19, 32.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7788/8416 [01:04<00:05, 120.63it/s]
    Epoch 2:  98%|█████████▊| 33038/33666 [16:41<00:19, 32.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7789/8416 [01:04<00:05, 120.63it/s]
    Epoch 2:  98%|█████████▊| 33039/33666 [16:42<00:19, 32.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7790/8416 [01:04<00:05, 120.63it/s]
    Epoch 2:  98%|█████████▊| 33040/33666 [16:42<00:18, 32.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7791/8416 [01:04<00:05, 120.63it/s]
    Epoch 2:  98%|█████████▊| 33041/33666 [16:42<00:18, 32.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7792/8416 [01:04<00:05, 120.63it/s]
    Epoch 2:  98%|█████████▊| 33042/33666 [16:42<00:18, 32.97it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7793/8416 [01:04<00:05, 120.63it/s]
    Epoch 2:  98%|█████████▊| 33043/33666 [16:42<00:18, 32.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7794/8416 [01:04<00:05, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33044/33666 [16:42<00:18, 32.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7795/8416 [01:04<00:05, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33045/33666 [16:42<00:18, 32.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7796/8416 [01:04<00:05, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33046/33666 [16:42<00:18, 32.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7797/8416 [01:04<00:05, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33047/33666 [16:42<00:18, 32.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7798/8416 [01:04<00:05, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33048/33666 [16:42<00:18, 32.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7799/8416 [01:04<00:05, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33049/33666 [16:42<00:18, 32.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7800/8416 [01:04<00:05, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33050/33666 [16:42<00:18, 32.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7801/8416 [01:04<00:05, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33051/33666 [16:42<00:18, 32.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7802/8416 [01:04<00:05, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33052/33666 [16:42<00:18, 32.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7803/8416 [01:04<00:05, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33053/33666 [16:42<00:18, 32.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7804/8416 [01:04<00:05, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33054/33666 [16:42<00:18, 32.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7805/8416 [01:04<00:05, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33055/33666 [16:42<00:18, 32.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7806/8416 [01:04<00:05, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33056/33666 [16:42<00:18, 32.98it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7807/8416 [01:04<00:05, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33057/33666 [16:42<00:18, 32.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7808/8416 [01:04<00:05, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33058/33666 [16:42<00:18, 32.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7809/8416 [01:04<00:05, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33059/33666 [16:42<00:18, 32.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7810/8416 [01:04<00:05, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33060/33666 [16:42<00:18, 32.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7811/8416 [01:04<00:05, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33061/33666 [16:42<00:18, 32.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7812/8416 [01:04<00:05, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33062/33666 [16:42<00:18, 32.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7813/8416 [01:04<00:04, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33063/33666 [16:42<00:18, 32.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7814/8416 [01:04<00:04, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33064/33666 [16:42<00:18, 32.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7815/8416 [01:04<00:04, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33065/33666 [16:42<00:18, 32.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7816/8416 [01:04<00:04, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33066/33666 [16:42<00:18, 32.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7817/8416 [01:04<00:04, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33067/33666 [16:42<00:18, 32.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7818/8416 [01:04<00:04, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33068/33666 [16:42<00:18, 32.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7819/8416 [01:04<00:04, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33069/33666 [16:42<00:18, 32.99it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7820/8416 [01:04<00:04, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33070/33666 [16:42<00:18, 33.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7821/8416 [01:04<00:04, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33071/33666 [16:42<00:18, 33.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7822/8416 [01:04<00:04, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33072/33666 [16:42<00:18, 33.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7823/8416 [01:04<00:04, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33073/33666 [16:42<00:17, 33.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7824/8416 [01:04<00:04, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33074/33666 [16:42<00:17, 33.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7825/8416 [01:04<00:04, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33075/33666 [16:42<00:17, 33.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7826/8416 [01:04<00:04, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33076/33666 [16:42<00:17, 33.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7827/8416 [01:04<00:04, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33077/33666 [16:42<00:17, 33.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7828/8416 [01:04<00:04, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33078/33666 [16:42<00:17, 33.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7829/8416 [01:04<00:04, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33079/33666 [16:42<00:17, 33.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7830/8416 [01:04<00:04, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33080/33666 [16:42<00:17, 33.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7831/8416 [01:04<00:04, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33081/33666 [16:42<00:17, 33.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7832/8416 [01:04<00:04, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33082/33666 [16:42<00:17, 33.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7833/8416 [01:04<00:04, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33083/33666 [16:42<00:17, 33.00it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7834/8416 [01:04<00:04, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33084/33666 [16:42<00:17, 33.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7835/8416 [01:04<00:04, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33085/33666 [16:42<00:17, 33.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7836/8416 [01:04<00:04, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33086/33666 [16:42<00:17, 33.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7837/8416 [01:04<00:04, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33087/33666 [16:42<00:17, 33.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7838/8416 [01:04<00:04, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33088/33666 [16:42<00:17, 33.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7839/8416 [01:04<00:04, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33089/33666 [16:42<00:17, 33.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7840/8416 [01:04<00:04, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33090/33666 [16:42<00:17, 33.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7841/8416 [01:05<00:04, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33091/33666 [16:42<00:17, 33.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7842/8416 [01:05<00:04, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33092/33666 [16:42<00:17, 33.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7843/8416 [01:05<00:04, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33093/33666 [16:42<00:17, 33.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7844/8416 [01:05<00:04, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33094/33666 [16:42<00:17, 33.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7845/8416 [01:05<00:04, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33095/33666 [16:42<00:17, 33.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7846/8416 [01:05<00:04, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33096/33666 [16:42<00:17, 33.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7847/8416 [01:05<00:04, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33097/33666 [16:42<00:17, 33.01it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7848/8416 [01:05<00:04, 120.62it/s]
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    Validation DataLoader 0:  93%|█████████▎| 7849/8416 [01:05<00:04, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33099/33666 [16:42<00:17, 33.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7850/8416 [01:05<00:04, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33100/33666 [16:42<00:17, 33.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7851/8416 [01:05<00:04, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33101/33666 [16:42<00:17, 33.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7852/8416 [01:05<00:04, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33102/33666 [16:42<00:17, 33.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7853/8416 [01:05<00:04, 120.62it/s]
    Epoch 2:  98%|█████████▊| 33103/33666 [16:42<00:17, 33.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7854/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33104/33666 [16:42<00:17, 33.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7855/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33105/33666 [16:42<00:16, 33.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7856/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33106/33666 [16:42<00:16, 33.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7857/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33107/33666 [16:42<00:16, 33.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7858/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33108/33666 [16:42<00:16, 33.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7859/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33109/33666 [16:42<00:16, 33.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7860/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33110/33666 [16:42<00:16, 33.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7861/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33111/33666 [16:42<00:16, 33.02it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7862/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33112/33666 [16:42<00:16, 33.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7863/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33113/33666 [16:42<00:16, 33.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7864/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33114/33666 [16:42<00:16, 33.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7865/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33115/33666 [16:42<00:16, 33.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7866/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33116/33666 [16:42<00:16, 33.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7867/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33117/33666 [16:42<00:16, 33.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  93%|█████████▎| 7868/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33118/33666 [16:42<00:16, 33.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▎| 7869/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33119/33666 [16:42<00:16, 33.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▎| 7870/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33120/33666 [16:42<00:16, 33.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▎| 7871/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33121/33666 [16:42<00:16, 33.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▎| 7872/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33122/33666 [16:42<00:16, 33.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▎| 7873/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33123/33666 [16:42<00:16, 33.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▎| 7874/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33124/33666 [16:42<00:16, 33.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▎| 7875/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33125/33666 [16:42<00:16, 33.03it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▎| 7876/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33126/33666 [16:42<00:16, 33.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▎| 7877/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33127/33666 [16:42<00:16, 33.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▎| 7878/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33128/33666 [16:42<00:16, 33.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▎| 7879/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33129/33666 [16:42<00:16, 33.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▎| 7880/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33130/33666 [16:42<00:16, 33.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▎| 7881/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33131/33666 [16:42<00:16, 33.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▎| 7882/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33132/33666 [16:42<00:16, 33.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▎| 7883/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33133/33666 [16:42<00:16, 33.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▎| 7884/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33134/33666 [16:42<00:16, 33.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▎| 7885/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33135/33666 [16:42<00:16, 33.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▎| 7886/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33136/33666 [16:42<00:16, 33.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▎| 7887/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33137/33666 [16:42<00:16, 33.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▎| 7888/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33138/33666 [16:42<00:15, 33.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▎| 7889/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33139/33666 [16:42<00:15, 33.04it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7890/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33140/33666 [16:42<00:15, 33.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7891/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33141/33666 [16:42<00:15, 33.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7892/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33142/33666 [16:42<00:15, 33.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7893/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33143/33666 [16:42<00:15, 33.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7894/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33144/33666 [16:42<00:15, 33.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7895/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33145/33666 [16:42<00:15, 33.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7896/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33146/33666 [16:42<00:15, 33.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7897/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33147/33666 [16:42<00:15, 33.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7898/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33148/33666 [16:42<00:15, 33.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7899/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33149/33666 [16:42<00:15, 33.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7900/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33150/33666 [16:42<00:15, 33.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7901/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33151/33666 [16:42<00:15, 33.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7902/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33152/33666 [16:42<00:15, 33.05it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7903/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33153/33666 [16:42<00:15, 33.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7904/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33154/33666 [16:42<00:15, 33.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7905/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33155/33666 [16:42<00:15, 33.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7906/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33156/33666 [16:42<00:15, 33.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7907/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33157/33666 [16:42<00:15, 33.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7908/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33158/33666 [16:43<00:15, 33.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7909/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33159/33666 [16:43<00:15, 33.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7910/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33160/33666 [16:43<00:15, 33.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7911/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  98%|█████████▊| 33161/33666 [16:43<00:15, 33.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7912/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  99%|█████████▊| 33162/33666 [16:43<00:15, 33.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7913/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  99%|█████████▊| 33163/33666 [16:43<00:15, 33.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7914/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  99%|█████████▊| 33164/33666 [16:43<00:15, 33.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7915/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  99%|█████████▊| 33165/33666 [16:43<00:15, 33.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7916/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  99%|█████████▊| 33166/33666 [16:43<00:15, 33.06it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7917/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  99%|█████████▊| 33167/33666 [16:43<00:15, 33.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7918/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  99%|█████████▊| 33168/33666 [16:43<00:15, 33.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7919/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  99%|█████████▊| 33169/33666 [16:43<00:15, 33.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7920/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  99%|█████████▊| 33170/33666 [16:43<00:14, 33.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7921/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  99%|█████████▊| 33171/33666 [16:43<00:14, 33.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7922/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  99%|█████████▊| 33172/33666 [16:43<00:14, 33.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7923/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  99%|█████████▊| 33173/33666 [16:43<00:14, 33.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7924/8416 [01:05<00:04, 120.62it/s]
    Epoch 2:  99%|█████████▊| 33174/33666 [16:43<00:14, 33.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7925/8416 [01:05<00:04, 120.62it/s]
    Epoch 2:  99%|█████████▊| 33175/33666 [16:43<00:14, 33.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7926/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  99%|█████████▊| 33176/33666 [16:43<00:14, 33.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7927/8416 [01:05<00:04, 120.61it/s]
    Epoch 2:  99%|█████████▊| 33177/33666 [16:43<00:14, 33.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7928/8416 [01:05<00:04, 120.62it/s]
    Epoch 2:  99%|█████████▊| 33178/33666 [16:43<00:14, 33.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7929/8416 [01:05<00:04, 120.62it/s]
    Epoch 2:  99%|█████████▊| 33179/33666 [16:43<00:14, 33.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7930/8416 [01:05<00:04, 120.62it/s]
    Epoch 2:  99%|█████████▊| 33180/33666 [16:43<00:14, 33.07it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7931/8416 [01:05<00:04, 120.62it/s]
    Epoch 2:  99%|█████████▊| 33181/33666 [16:43<00:14, 33.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7932/8416 [01:05<00:04, 120.62it/s]
    Epoch 2:  99%|█████████▊| 33182/33666 [16:43<00:14, 33.08it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  94%|█████████▍| 7933/8416 [01:05<00:04, 120.62it/s]
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    Validation DataLoader 0:  94%|█████████▍| 7934/8416 [01:05<00:03, 120.62it/s]
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    Validation DataLoader 0:  95%|█████████▌| 8023/8416 [01:06<00:03, 120.60it/s]
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    Validation DataLoader 0:  95%|█████████▌| 8024/8416 [01:06<00:03, 120.60it/s]
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    Validation DataLoader 0:  95%|█████████▌| 8025/8416 [01:06<00:03, 120.60it/s]
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    Validation DataLoader 0:  95%|█████████▌| 8026/8416 [01:06<00:03, 120.60it/s]
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    Validation DataLoader 0:  95%|█████████▌| 8027/8416 [01:06<00:03, 120.60it/s]
    Epoch 2:  99%|█████████▉| 33277/33666 [16:43<00:11, 33.14it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  95%|█████████▌| 8028/8416 [01:06<00:03, 120.60it/s]
    Epoch 2:  99%|█████████▉| 33278/33666 [16:44<00:11, 33.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  95%|█████████▌| 8029/8416 [01:06<00:03, 120.60it/s]
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    Validation DataLoader 0:  95%|█████████▌| 8030/8416 [01:06<00:03, 120.60it/s]
    Epoch 2:  99%|█████████▉| 33280/33666 [16:44<00:11, 33.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  95%|█████████▌| 8031/8416 [01:06<00:03, 120.60it/s]
    Epoch 2:  99%|█████████▉| 33281/33666 [16:44<00:11, 33.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  95%|█████████▌| 8032/8416 [01:06<00:03, 120.60it/s]
    Epoch 2:  99%|█████████▉| 33282/33666 [16:44<00:11, 33.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  95%|█████████▌| 8033/8416 [01:06<00:03, 120.60it/s]
    Epoch 2:  99%|█████████▉| 33283/33666 [16:44<00:11, 33.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  95%|█████████▌| 8034/8416 [01:06<00:03, 120.60it/s]
    Epoch 2:  99%|█████████▉| 33284/33666 [16:44<00:11, 33.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  95%|█████████▌| 8035/8416 [01:06<00:03, 120.60it/s]
    Epoch 2:  99%|█████████▉| 33285/33666 [16:44<00:11, 33.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  95%|█████████▌| 8036/8416 [01:06<00:03, 120.60it/s]
    Epoch 2:  99%|█████████▉| 33286/33666 [16:44<00:11, 33.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  95%|█████████▌| 8037/8416 [01:06<00:03, 120.60it/s]
    Epoch 2:  99%|█████████▉| 33287/33666 [16:44<00:11, 33.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8038/8416 [01:06<00:03, 120.60it/s]
    Epoch 2:  99%|█████████▉| 33288/33666 [16:44<00:11, 33.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8039/8416 [01:06<00:03, 120.60it/s]
    Epoch 2:  99%|█████████▉| 33289/33666 [16:44<00:11, 33.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8040/8416 [01:06<00:03, 120.60it/s]
    Epoch 2:  99%|█████████▉| 33290/33666 [16:44<00:11, 33.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8041/8416 [01:06<00:03, 120.60it/s]
    Epoch 2:  99%|█████████▉| 33291/33666 [16:44<00:11, 33.15it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8042/8416 [01:06<00:03, 120.60it/s]
    Epoch 2:  99%|█████████▉| 33292/33666 [16:44<00:11, 33.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8043/8416 [01:06<00:03, 120.60it/s]
    Epoch 2:  99%|█████████▉| 33293/33666 [16:44<00:11, 33.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8044/8416 [01:06<00:03, 120.60it/s]
    Epoch 2:  99%|█████████▉| 33294/33666 [16:44<00:11, 33.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8045/8416 [01:06<00:03, 120.60it/s]
    Epoch 2:  99%|█████████▉| 33295/33666 [16:44<00:11, 33.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8046/8416 [01:06<00:03, 120.60it/s]
    Epoch 2:  99%|█████████▉| 33296/33666 [16:44<00:11, 33.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8047/8416 [01:06<00:03, 120.59it/s]
    Epoch 2:  99%|█████████▉| 33297/33666 [16:44<00:11, 33.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8048/8416 [01:06<00:03, 120.59it/s]
    Epoch 2:  99%|█████████▉| 33298/33666 [16:44<00:11, 33.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8049/8416 [01:06<00:03, 120.59it/s]
    Epoch 2:  99%|█████████▉| 33299/33666 [16:44<00:11, 33.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8050/8416 [01:06<00:03, 120.59it/s]
    Epoch 2:  99%|█████████▉| 33300/33666 [16:44<00:11, 33.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8051/8416 [01:06<00:03, 120.59it/s]
    Epoch 2:  99%|█████████▉| 33301/33666 [16:44<00:11, 33.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8052/8416 [01:06<00:03, 120.59it/s]
    Epoch 2:  99%|█████████▉| 33302/33666 [16:44<00:10, 33.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8053/8416 [01:06<00:03, 120.59it/s]
    Epoch 2:  99%|█████████▉| 33303/33666 [16:44<00:10, 33.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8054/8416 [01:06<00:03, 120.59it/s]
    Epoch 2:  99%|█████████▉| 33304/33666 [16:44<00:10, 33.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8055/8416 [01:06<00:02, 120.59it/s]
    Epoch 2:  99%|█████████▉| 33305/33666 [16:44<00:10, 33.16it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8056/8416 [01:06<00:02, 120.59it/s]
    Epoch 2:  99%|█████████▉| 33306/33666 [16:44<00:10, 33.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8057/8416 [01:06<00:02, 120.59it/s]
    Epoch 2:  99%|█████████▉| 33307/33666 [16:44<00:10, 33.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8058/8416 [01:06<00:02, 120.59it/s]
    Epoch 2:  99%|█████████▉| 33308/33666 [16:44<00:10, 33.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8059/8416 [01:06<00:02, 120.59it/s]
    Epoch 2:  99%|█████████▉| 33309/33666 [16:44<00:10, 33.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8060/8416 [01:06<00:02, 120.59it/s]
    Epoch 2:  99%|█████████▉| 33310/33666 [16:44<00:10, 33.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8061/8416 [01:06<00:02, 120.59it/s]
    Epoch 2:  99%|█████████▉| 33311/33666 [16:44<00:10, 33.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8062/8416 [01:06<00:02, 120.59it/s]
    Epoch 2:  99%|█████████▉| 33312/33666 [16:44<00:10, 33.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8063/8416 [01:06<00:02, 120.59it/s]
    Epoch 2:  99%|█████████▉| 33313/33666 [16:44<00:10, 33.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8064/8416 [01:06<00:02, 120.59it/s]
    Epoch 2:  99%|█████████▉| 33314/33666 [16:44<00:10, 33.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8065/8416 [01:06<00:02, 120.59it/s]
    Epoch 2:  99%|█████████▉| 33315/33666 [16:44<00:10, 33.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8066/8416 [01:06<00:02, 120.59it/s]
    Epoch 2:  99%|█████████▉| 33316/33666 [16:44<00:10, 33.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8067/8416 [01:06<00:02, 120.59it/s]
    Epoch 2:  99%|█████████▉| 33317/33666 [16:44<00:10, 33.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8068/8416 [01:06<00:02, 120.59it/s]
    Epoch 2:  99%|█████████▉| 33318/33666 [16:44<00:10, 33.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8069/8416 [01:06<00:02, 120.59it/s]
    Epoch 2:  99%|█████████▉| 33319/33666 [16:44<00:10, 33.17it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8070/8416 [01:06<00:02, 120.59it/s]
    Epoch 2:  99%|█████████▉| 33320/33666 [16:44<00:10, 33.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8071/8416 [01:06<00:02, 120.59it/s]
    Epoch 2:  99%|█████████▉| 33321/33666 [16:44<00:10, 33.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8072/8416 [01:06<00:02, 120.59it/s]
    Epoch 2:  99%|█████████▉| 33322/33666 [16:44<00:10, 33.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8073/8416 [01:06<00:02, 120.59it/s]
    Epoch 2:  99%|█████████▉| 33323/33666 [16:44<00:10, 33.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8074/8416 [01:06<00:02, 120.59it/s]
    Epoch 2:  99%|█████████▉| 33324/33666 [16:44<00:10, 33.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8075/8416 [01:06<00:02, 120.59it/s]
    Epoch 2:  99%|█████████▉| 33325/33666 [16:44<00:10, 33.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8076/8416 [01:06<00:02, 120.59it/s]
    Epoch 2:  99%|█████████▉| 33326/33666 [16:44<00:10, 33.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8077/8416 [01:06<00:02, 120.59it/s]
    Epoch 2:  99%|█████████▉| 33327/33666 [16:44<00:10, 33.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8078/8416 [01:06<00:02, 120.59it/s]
    Epoch 2:  99%|█████████▉| 33328/33666 [16:44<00:10, 33.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8079/8416 [01:06<00:02, 120.59it/s]
    Epoch 2:  99%|█████████▉| 33329/33666 [16:44<00:10, 33.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8080/8416 [01:07<00:02, 120.59it/s]
    Epoch 2:  99%|█████████▉| 33330/33666 [16:44<00:10, 33.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8081/8416 [01:07<00:02, 120.59it/s]
    Epoch 2:  99%|█████████▉| 33331/33666 [16:44<00:10, 33.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8082/8416 [01:07<00:02, 120.59it/s]
    Epoch 2:  99%|█████████▉| 33332/33666 [16:44<00:10, 33.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8083/8416 [01:07<00:02, 120.59it/s]
    Epoch 2:  99%|█████████▉| 33333/33666 [16:44<00:10, 33.18it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8084/8416 [01:07<00:02, 120.59it/s]
    Epoch 2:  99%|█████████▉| 33334/33666 [16:44<00:10, 33.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8085/8416 [01:07<00:02, 120.59it/s]
    Epoch 2:  99%|█████████▉| 33335/33666 [16:44<00:09, 33.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8086/8416 [01:07<00:02, 120.58it/s]
    Epoch 2:  99%|█████████▉| 33336/33666 [16:44<00:09, 33.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8087/8416 [01:07<00:02, 120.58it/s]
    Epoch 2:  99%|█████████▉| 33337/33666 [16:44<00:09, 33.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8088/8416 [01:07<00:02, 120.58it/s]
    Epoch 2:  99%|█████████▉| 33338/33666 [16:44<00:09, 33.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8089/8416 [01:07<00:02, 120.58it/s]
    Epoch 2:  99%|█████████▉| 33339/33666 [16:44<00:09, 33.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8090/8416 [01:07<00:02, 120.58it/s]
    Epoch 2:  99%|█████████▉| 33340/33666 [16:44<00:09, 33.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8091/8416 [01:07<00:02, 120.58it/s]
    Epoch 2:  99%|█████████▉| 33341/33666 [16:44<00:09, 33.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8092/8416 [01:07<00:02, 120.58it/s]
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    Validation DataLoader 0:  96%|█████████▌| 8093/8416 [01:07<00:02, 120.58it/s]
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    Validation DataLoader 0:  96%|█████████▌| 8094/8416 [01:07<00:02, 120.58it/s]
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    Validation DataLoader 0:  96%|█████████▌| 8095/8416 [01:07<00:02, 120.58it/s]
    Epoch 2:  99%|█████████▉| 33345/33666 [16:44<00:09, 33.19it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▌| 8096/8416 [01:07<00:02, 120.58it/s]
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    Validation DataLoader 0:  96%|█████████▌| 8097/8416 [01:07<00:02, 120.58it/s]
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    Validation DataLoader 0:  96%|█████████▌| 8098/8416 [01:07<00:02, 120.58it/s]
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    Validation DataLoader 0:  96%|█████████▌| 8099/8416 [01:07<00:02, 120.58it/s]
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    Validation DataLoader 0:  96%|█████████▌| 8100/8416 [01:07<00:02, 120.58it/s]
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    Validation DataLoader 0:  96%|█████████▋| 8101/8416 [01:07<00:02, 120.58it/s]
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    Validation DataLoader 0:  96%|█████████▋| 8102/8416 [01:07<00:02, 120.58it/s]
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    Validation DataLoader 0:  96%|█████████▋| 8103/8416 [01:07<00:02, 120.58it/s]
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    Validation DataLoader 0:  96%|█████████▋| 8104/8416 [01:07<00:02, 120.58it/s]
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    Validation DataLoader 0:  96%|█████████▋| 8105/8416 [01:07<00:02, 120.58it/s]
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    Validation DataLoader 0:  96%|█████████▋| 8106/8416 [01:07<00:02, 120.58it/s]
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    Validation DataLoader 0:  96%|█████████▋| 8107/8416 [01:07<00:02, 120.58it/s]
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    Validation DataLoader 0:  96%|█████████▋| 8108/8416 [01:07<00:02, 120.58it/s]
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    Validation DataLoader 0:  96%|█████████▋| 8109/8416 [01:07<00:02, 120.58it/s]
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    Validation DataLoader 0:  96%|█████████▋| 8110/8416 [01:07<00:02, 120.58it/s]
    Epoch 2:  99%|█████████▉| 33360/33666 [16:44<00:09, 33.20it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▋| 8111/8416 [01:07<00:02, 120.58it/s]
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    Validation DataLoader 0:  96%|█████████▋| 8112/8416 [01:07<00:02, 120.58it/s]
    Epoch 2:  99%|█████████▉| 33362/33666 [16:44<00:09, 33.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▋| 8113/8416 [01:07<00:02, 120.58it/s]
    Epoch 2:  99%|█████████▉| 33363/33666 [16:44<00:09, 33.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▋| 8114/8416 [01:07<00:02, 120.58it/s]
    Epoch 2:  99%|█████████▉| 33364/33666 [16:44<00:09, 33.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▋| 8115/8416 [01:07<00:02, 120.58it/s]
    Epoch 2:  99%|█████████▉| 33365/33666 [16:44<00:09, 33.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▋| 8116/8416 [01:07<00:02, 120.58it/s]
    Epoch 2:  99%|█████████▉| 33366/33666 [16:44<00:09, 33.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▋| 8117/8416 [01:07<00:02, 120.58it/s]
    Epoch 2:  99%|█████████▉| 33367/33666 [16:44<00:09, 33.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▋| 8118/8416 [01:07<00:02, 120.58it/s]
    Epoch 2:  99%|█████████▉| 33368/33666 [16:44<00:08, 33.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▋| 8119/8416 [01:07<00:02, 120.58it/s]
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    Validation DataLoader 0:  96%|█████████▋| 8120/8416 [01:07<00:02, 120.58it/s]
    Epoch 2:  99%|█████████▉| 33370/33666 [16:44<00:08, 33.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  96%|█████████▋| 8121/8416 [01:07<00:02, 120.58it/s]
    Epoch 2:  99%|█████████▉| 33371/33666 [16:44<00:08, 33.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  97%|█████████▋| 8122/8416 [01:07<00:02, 120.58it/s]
    Epoch 2:  99%|█████████▉| 33372/33666 [16:44<00:08, 33.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  97%|█████████▋| 8123/8416 [01:07<00:02, 120.58it/s]
    Epoch 2:  99%|█████████▉| 33373/33666 [16:44<00:08, 33.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  97%|█████████▋| 8124/8416 [01:07<00:02, 120.58it/s]
    Epoch 2:  99%|█████████▉| 33374/33666 [16:44<00:08, 33.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  97%|█████████▋| 8125/8416 [01:07<00:02, 120.58it/s]
    Epoch 2:  99%|█████████▉| 33375/33666 [16:44<00:08, 33.21it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  97%|█████████▋| 8126/8416 [01:07<00:02, 120.57it/s]
    Epoch 2:  99%|█████████▉| 33376/33666 [16:44<00:08, 33.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  97%|█████████▋| 8127/8416 [01:07<00:02, 120.57it/s]
    Epoch 2:  99%|█████████▉| 33377/33666 [16:44<00:08, 33.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  97%|█████████▋| 8128/8416 [01:07<00:02, 120.57it/s]
    Epoch 2:  99%|█████████▉| 33378/33666 [16:44<00:08, 33.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  97%|█████████▋| 8129/8416 [01:07<00:02, 120.57it/s]
    Epoch 2:  99%|█████████▉| 33379/33666 [16:44<00:08, 33.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  97%|█████████▋| 8130/8416 [01:07<00:02, 120.57it/s]
    Epoch 2:  99%|█████████▉| 33380/33666 [16:44<00:08, 33.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  97%|█████████▋| 8131/8416 [01:07<00:02, 120.57it/s]
    Epoch 2:  99%|█████████▉| 33381/33666 [16:44<00:08, 33.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  97%|█████████▋| 8132/8416 [01:07<00:02, 120.57it/s]
    Epoch 2:  99%|█████████▉| 33382/33666 [16:44<00:08, 33.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  97%|█████████▋| 8133/8416 [01:07<00:02, 120.57it/s]
    Epoch 2:  99%|█████████▉| 33383/33666 [16:44<00:08, 33.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  97%|█████████▋| 8134/8416 [01:07<00:02, 120.57it/s]
    Epoch 2:  99%|█████████▉| 33384/33666 [16:44<00:08, 33.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  97%|█████████▋| 8135/8416 [01:07<00:02, 120.57it/s]
    Epoch 2:  99%|█████████▉| 33385/33666 [16:44<00:08, 33.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  97%|█████████▋| 8136/8416 [01:07<00:02, 120.57it/s]
    Epoch 2:  99%|█████████▉| 33386/33666 [16:44<00:08, 33.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  97%|█████████▋| 8137/8416 [01:07<00:02, 120.57it/s]
    Epoch 2:  99%|█████████▉| 33387/33666 [16:44<00:08, 33.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  97%|█████████▋| 8138/8416 [01:07<00:02, 120.57it/s]
    Epoch 2:  99%|█████████▉| 33388/33666 [16:44<00:08, 33.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  97%|█████████▋| 8139/8416 [01:07<00:02, 120.57it/s]
    Epoch 2:  99%|█████████▉| 33389/33666 [16:44<00:08, 33.22it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  97%|█████████▋| 8140/8416 [01:07<00:02, 120.57it/s]
    Epoch 2:  99%|█████████▉| 33390/33666 [16:44<00:08, 33.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  97%|█████████▋| 8141/8416 [01:07<00:02, 120.57it/s]
    Epoch 2:  99%|█████████▉| 33391/33666 [16:44<00:08, 33.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  97%|█████████▋| 8142/8416 [01:07<00:02, 120.56it/s]
    Epoch 2:  99%|█████████▉| 33392/33666 [16:44<00:08, 33.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  97%|█████████▋| 8143/8416 [01:07<00:02, 120.56it/s]
    Epoch 2:  99%|█████████▉| 33393/33666 [16:44<00:08, 33.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  97%|█████████▋| 8144/8416 [01:07<00:02, 120.56it/s]
    Epoch 2:  99%|█████████▉| 33394/33666 [16:44<00:08, 33.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  97%|█████████▋| 8145/8416 [01:07<00:02, 120.56it/s]
    Epoch 2:  99%|█████████▉| 33395/33666 [16:44<00:08, 33.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  97%|█████████▋| 8146/8416 [01:07<00:02, 120.56it/s]
    Epoch 2:  99%|█████████▉| 33396/33666 [16:45<00:08, 33.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  97%|█████████▋| 8147/8416 [01:07<00:02, 120.56it/s]
    Epoch 2:  99%|█████████▉| 33397/33666 [16:45<00:08, 33.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  97%|█████████▋| 8148/8416 [01:07<00:02, 120.56it/s]
    Epoch 2:  99%|█████████▉| 33398/33666 [16:45<00:08, 33.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  97%|█████████▋| 8149/8416 [01:07<00:02, 120.56it/s]
    Epoch 2:  99%|█████████▉| 33399/33666 [16:45<00:08, 33.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  97%|█████████▋| 8150/8416 [01:07<00:02, 120.55it/s]
    Epoch 2:  99%|█████████▉| 33400/33666 [16:45<00:08, 33.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  97%|█████████▋| 8151/8416 [01:07<00:02, 120.55it/s]
    Epoch 2:  99%|█████████▉| 33401/33666 [16:45<00:07, 33.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  97%|█████████▋| 8152/8416 [01:07<00:02, 120.55it/s]
    Epoch 2:  99%|█████████▉| 33402/33666 [16:45<00:07, 33.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  97%|█████████▋| 8153/8416 [01:07<00:02, 120.55it/s]
    Epoch 2:  99%|█████████▉| 33403/33666 [16:45<00:07, 33.23it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  97%|█████████▋| 8154/8416 [01:07<00:02, 120.55it/s]
    Epoch 2:  99%|█████████▉| 33404/33666 [16:45<00:07, 33.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  97%|█████████▋| 8155/8416 [01:07<00:02, 120.55it/s]
    Epoch 2:  99%|█████████▉| 33405/33666 [16:45<00:07, 33.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  97%|█████████▋| 8156/8416 [01:07<00:02, 120.55it/s]
    Epoch 2:  99%|█████████▉| 33406/33666 [16:45<00:07, 33.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  97%|█████████▋| 8157/8416 [01:07<00:02, 120.55it/s]
    Epoch 2:  99%|█████████▉| 33407/33666 [16:45<00:07, 33.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  97%|█████████▋| 8158/8416 [01:07<00:02, 120.55it/s]
    Epoch 2:  99%|█████████▉| 33408/33666 [16:45<00:07, 33.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  97%|█████████▋| 8159/8416 [01:07<00:02, 120.55it/s]
    Epoch 2:  99%|█████████▉| 33409/33666 [16:45<00:07, 33.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  97%|█████████▋| 8160/8416 [01:07<00:02, 120.55it/s]
    Epoch 2:  99%|█████████▉| 33410/33666 [16:45<00:07, 33.24it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  97%|█████████▋| 8161/8416 [01:07<00:02, 120.55it/s]
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    Validation DataLoader 0:  97%|█████████▋| 8162/8416 [01:07<00:02, 120.55it/s]
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    Validation DataLoader 0:  97%|█████████▋| 8163/8416 [01:07<00:02, 120.55it/s]
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    Validation DataLoader 0:  97%|█████████▋| 8164/8416 [01:07<00:02, 120.55it/s]
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    Validation DataLoader 0:  97%|█████████▋| 8165/8416 [01:07<00:02, 120.55it/s]
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    Validation DataLoader 0:  97%|█████████▋| 8166/8416 [01:07<00:02, 120.55it/s]
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    Validation DataLoader 0:  97%|█████████▋| 8167/8416 [01:07<00:02, 120.55it/s]
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    Validation DataLoader 0:  97%|█████████▋| 8168/8416 [01:07<00:02, 120.55it/s]
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    Validation DataLoader 0:  97%|█████████▋| 8169/8416 [01:07<00:02, 120.55it/s]
    Epoch 2:  99%|█████████▉| 33419/33666 [16:45<00:07, 33.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  97%|█████████▋| 8170/8416 [01:07<00:02, 120.55it/s]
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    Validation DataLoader 0:  97%|█████████▋| 8171/8416 [01:07<00:02, 120.55it/s]
    Epoch 2:  99%|█████████▉| 33421/33666 [16:45<00:07, 33.25it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  97%|█████████▋| 8172/8416 [01:07<00:02, 120.55it/s]
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    Validation DataLoader 0:  97%|█████████▋| 8173/8416 [01:07<00:02, 120.55it/s]
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    Validation DataLoader 0:  97%|█████████▋| 8174/8416 [01:07<00:02, 120.55it/s]
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    Validation DataLoader 0:  97%|█████████▋| 8175/8416 [01:07<00:01, 120.55it/s]
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    Validation DataLoader 0:  97%|█████████▋| 8176/8416 [01:07<00:01, 120.55it/s]
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    Validation DataLoader 0:  97%|█████████▋| 8177/8416 [01:07<00:01, 120.55it/s]
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    Validation DataLoader 0:  97%|█████████▋| 8178/8416 [01:07<00:01, 120.55it/s]
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    Validation DataLoader 0:  97%|█████████▋| 8179/8416 [01:07<00:01, 120.55it/s]
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    Validation DataLoader 0:  97%|█████████▋| 8180/8416 [01:07<00:01, 120.55it/s]
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    Validation DataLoader 0:  97%|█████████▋| 8181/8416 [01:07<00:01, 120.55it/s]
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    Validation DataLoader 0:  97%|█████████▋| 8182/8416 [01:07<00:01, 120.55it/s]
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    Validation DataLoader 0:  97%|█████████▋| 8183/8416 [01:07<00:01, 120.55it/s]
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    Validation DataLoader 0:  97%|█████████▋| 8184/8416 [01:07<00:01, 120.55it/s]
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    Validation DataLoader 0:  97%|█████████▋| 8185/8416 [01:07<00:01, 120.54it/s]
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    Validation DataLoader 0:  97%|█████████▋| 8186/8416 [01:07<00:01, 120.54it/s]
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    Validation DataLoader 0:  97%|█████████▋| 8187/8416 [01:07<00:01, 120.54it/s]
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    Validation DataLoader 0:  97%|█████████▋| 8188/8416 [01:07<00:01, 120.54it/s]
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    Validation DataLoader 0:  97%|█████████▋| 8189/8416 [01:07<00:01, 120.54it/s]
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    Validation DataLoader 0:  97%|█████████▋| 8190/8416 [01:07<00:01, 120.54it/s]
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    Validation DataLoader 0:  97%|█████████▋| 8191/8416 [01:07<00:01, 120.54it/s]
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    Validation DataLoader 0:  97%|█████████▋| 8192/8416 [01:07<00:01, 120.54it/s]
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    Validation DataLoader 0:  97%|█████████▋| 8194/8416 [01:07<00:01, 120.54it/s]
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    Validation DataLoader 0:  97%|█████████▋| 8195/8416 [01:07<00:01, 120.54it/s]
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    Validation DataLoader 0:  97%|█████████▋| 8203/8416 [01:08<00:01, 120.54it/s]
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    Validation DataLoader 0:  98%|█████████▊| 8222/8416 [01:08<00:01, 120.54it/s]
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    Validation DataLoader 0:  98%|█████████▊| 8223/8416 [01:08<00:01, 120.54it/s]
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    Validation DataLoader 0:  98%|█████████▊| 8224/8416 [01:08<00:01, 120.54it/s]
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    Validation DataLoader 0:  98%|█████████▊| 8225/8416 [01:08<00:01, 120.54it/s]
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    Validation DataLoader 0:  98%|█████████▊| 8226/8416 [01:08<00:01, 120.54it/s]
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    Validation DataLoader 0:  98%|█████████▊| 8227/8416 [01:08<00:01, 120.54it/s]
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    Validation DataLoader 0:  98%|█████████▊| 8228/8416 [01:08<00:01, 120.54it/s]
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    Validation DataLoader 0:  98%|█████████▊| 8229/8416 [01:08<00:01, 120.54it/s]
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    Validation DataLoader 0:  98%|█████████▊| 8231/8416 [01:08<00:01, 120.54it/s]
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    Validation DataLoader 0:  98%|█████████▊| 8234/8416 [01:08<00:01, 120.54it/s]
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    Validation DataLoader 0:  98%|█████████▊| 8235/8416 [01:08<00:01, 120.54it/s]
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    Validation DataLoader 0:  98%|█████████▊| 8236/8416 [01:08<00:01, 120.54it/s]
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    Validation DataLoader 0:  98%|█████████▊| 8237/8416 [01:08<00:01, 120.54it/s]
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    Validation DataLoader 0:  98%|█████████▊| 8238/8416 [01:08<00:01, 120.54it/s]
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    Validation DataLoader 0:  98%|█████████▊| 8239/8416 [01:08<00:01, 120.54it/s]
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    Validation DataLoader 0:  98%|█████████▊| 8240/8416 [01:08<00:01, 120.54it/s]
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    Validation DataLoader 0:  98%|█████████▊| 8241/8416 [01:08<00:01, 120.54it/s]
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    Validation DataLoader 0:  98%|█████████▊| 8242/8416 [01:08<00:01, 120.54it/s]
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    Validation DataLoader 0:  98%|█████████▊| 8243/8416 [01:08<00:01, 120.54it/s]
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    Validation DataLoader 0:  98%|█████████▊| 8244/8416 [01:08<00:01, 120.54it/s]
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    Validation DataLoader 0:  98%|█████████▊| 8245/8416 [01:08<00:01, 120.54it/s]
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    Validation DataLoader 0:  98%|█████████▊| 8246/8416 [01:08<00:01, 120.54it/s]
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    Validation DataLoader 0:  98%|█████████▊| 8250/8416 [01:08<00:01, 120.54it/s]
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    Validation DataLoader 0:  98%|█████████▊| 8251/8416 [01:08<00:01, 120.54it/s]
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    Validation DataLoader 0:  98%|█████████▊| 8252/8416 [01:08<00:01, 120.54it/s]
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    Validation DataLoader 0:  98%|█████████▊| 8253/8416 [01:08<00:01, 120.54it/s]
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    Validation DataLoader 0:  98%|█████████▊| 8254/8416 [01:08<00:01, 120.54it/s]
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    Validation DataLoader 0:  98%|█████████▊| 8256/8416 [01:08<00:01, 120.54it/s]
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    Validation DataLoader 0:  98%|█████████▊| 8257/8416 [01:08<00:01, 120.54it/s]
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    Validation DataLoader 0:  98%|█████████▊| 8258/8416 [01:08<00:01, 120.54it/s]
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    Validation DataLoader 0:  98%|█████████▊| 8259/8416 [01:08<00:01, 120.54it/s]
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    Validation DataLoader 0:  98%|█████████▊| 8260/8416 [01:08<00:01, 120.54it/s]
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    Validation DataLoader 0:  98%|█████████▊| 8261/8416 [01:08<00:01, 120.54it/s]
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    Validation DataLoader 0:  98%|█████████▊| 8262/8416 [01:08<00:01, 120.54it/s]
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    Validation DataLoader 0:  98%|█████████▊| 8263/8416 [01:08<00:01, 120.54it/s]
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    Validation DataLoader 0:  99%|█████████▉| 8371/8416 [01:09<00:00, 120.49it/s]
    Epoch 2: 100%|█████████▉| 33621/33666 [16:46<00:01, 33.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  99%|█████████▉| 8372/8416 [01:09<00:00, 120.49it/s]
    Epoch 2: 100%|█████████▉| 33622/33666 [16:46<00:01, 33.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0:  99%|█████████▉| 8373/8416 [01:09<00:00, 120.49it/s]
    Epoch 2: 100%|█████████▉| 33623/33666 [16:46<00:01, 33.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8374/8416 [01:09<00:00, 120.49it/s]
    Epoch 2: 100%|█████████▉| 33624/33666 [16:46<00:01, 33.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8375/8416 [01:09<00:00, 120.49it/s]
    Epoch 2: 100%|█████████▉| 33625/33666 [16:46<00:01, 33.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8376/8416 [01:09<00:00, 120.49it/s]
    Epoch 2: 100%|█████████▉| 33626/33666 [16:46<00:01, 33.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8377/8416 [01:09<00:00, 120.49it/s]
    Epoch 2: 100%|█████████▉| 33627/33666 [16:46<00:01, 33.39it/s, loss=3.27, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8378/8416 [01:09<00:00, 120.49it/s]
    Epoch 2: 100%|█████████▉| 33628/33666 [16:46<00:01, 33.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8379/8416 [01:09<00:00, 120.50it/s]
    Epoch 2: 100%|█████████▉| 33629/33666 [16:46<00:01, 33.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8380/8416 [01:09<00:00, 120.50it/s]
    Epoch 2: 100%|█████████▉| 33630/33666 [16:46<00:01, 33.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8381/8416 [01:09<00:00, 120.50it/s]
    Epoch 2: 100%|█████████▉| 33631/33666 [16:46<00:01, 33.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8382/8416 [01:09<00:00, 120.50it/s]
    Epoch 2: 100%|█████████▉| 33632/33666 [16:46<00:01, 33.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8383/8416 [01:09<00:00, 120.50it/s]
    Epoch 2: 100%|█████████▉| 33633/33666 [16:47<00:00, 33.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8384/8416 [01:09<00:00, 120.50it/s]
    Epoch 2: 100%|█████████▉| 33634/33666 [16:47<00:00, 33.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8385/8416 [01:09<00:00, 120.50it/s]
    Epoch 2: 100%|█████████▉| 33635/33666 [16:47<00:00, 33.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8386/8416 [01:09<00:00, 120.50it/s]
    Epoch 2: 100%|█████████▉| 33636/33666 [16:47<00:00, 33.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8387/8416 [01:09<00:00, 120.50it/s]
    Epoch 2: 100%|█████████▉| 33637/33666 [16:47<00:00, 33.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8388/8416 [01:09<00:00, 120.50it/s]
    Epoch 2: 100%|█████████▉| 33638/33666 [16:47<00:00, 33.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8389/8416 [01:09<00:00, 120.50it/s]
    Epoch 2: 100%|█████████▉| 33639/33666 [16:47<00:00, 33.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8390/8416 [01:09<00:00, 120.50it/s]
    Epoch 2: 100%|█████████▉| 33640/33666 [16:47<00:00, 33.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8391/8416 [01:09<00:00, 120.50it/s]
    Epoch 2: 100%|█████████▉| 33641/33666 [16:47<00:00, 33.40it/s, loss=3.27, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8392/8416 [01:09<00:00, 120.50it/s]
    Epoch 2: 100%|█████████▉| 33642/33666 [16:47<00:00, 33.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8393/8416 [01:09<00:00, 120.50it/s]
    Epoch 2: 100%|█████████▉| 33643/33666 [16:47<00:00, 33.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8394/8416 [01:09<00:00, 120.50it/s]
    Epoch 2: 100%|█████████▉| 33644/33666 [16:47<00:00, 33.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8395/8416 [01:09<00:00, 120.50it/s]
    Epoch 2: 100%|█████████▉| 33645/33666 [16:47<00:00, 33.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8396/8416 [01:09<00:00, 120.50it/s]
    Epoch 2: 100%|█████████▉| 33646/33666 [16:47<00:00, 33.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8397/8416 [01:09<00:00, 120.50it/s]
    Epoch 2: 100%|█████████▉| 33647/33666 [16:47<00:00, 33.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8398/8416 [01:09<00:00, 120.50it/s]
    Epoch 2: 100%|█████████▉| 33648/33666 [16:47<00:00, 33.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8399/8416 [01:09<00:00, 120.50it/s]
    Epoch 2: 100%|█████████▉| 33649/33666 [16:47<00:00, 33.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8400/8416 [01:09<00:00, 120.50it/s]
    Epoch 2: 100%|█████████▉| 33650/33666 [16:47<00:00, 33.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8401/8416 [01:09<00:00, 120.50it/s]
    Epoch 2: 100%|█████████▉| 33651/33666 [16:47<00:00, 33.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8402/8416 [01:09<00:00, 120.50it/s]
    Epoch 2: 100%|█████████▉| 33652/33666 [16:47<00:00, 33.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8403/8416 [01:09<00:00, 120.50it/s]
    Epoch 2: 100%|█████████▉| 33653/33666 [16:47<00:00, 33.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8404/8416 [01:09<00:00, 120.50it/s]
    Epoch 2: 100%|█████████▉| 33654/33666 [16:47<00:00, 33.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8405/8416 [01:09<00:00, 120.50it/s]
    Epoch 2: 100%|█████████▉| 33655/33666 [16:47<00:00, 33.41it/s, loss=3.27, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8406/8416 [01:09<00:00, 120.51it/s]
    Epoch 2: 100%|█████████▉| 33656/33666 [16:47<00:00, 33.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8407/8416 [01:09<00:00, 120.51it/s]
    Epoch 2: 100%|█████████▉| 33657/33666 [16:47<00:00, 33.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8408/8416 [01:09<00:00, 120.51it/s]
    Epoch 2: 100%|█████████▉| 33658/33666 [16:47<00:00, 33.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8409/8416 [01:09<00:00, 120.51it/s]
    Epoch 2: 100%|█████████▉| 33659/33666 [16:47<00:00, 33.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8410/8416 [01:09<00:00, 120.51it/s]
    Epoch 2: 100%|█████████▉| 33660/33666 [16:47<00:00, 33.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8411/8416 [01:09<00:00, 120.51it/s]
    Epoch 2: 100%|█████████▉| 33661/33666 [16:47<00:00, 33.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8412/8416 [01:09<00:00, 120.51it/s]
    Epoch 2: 100%|█████████▉| 33662/33666 [16:47<00:00, 33.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8413/8416 [01:09<00:00, 120.51it/s]
    Epoch 2: 100%|█████████▉| 33663/33666 [16:47<00:00, 33.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8414/8416 [01:09<00:00, 120.51it/s]
    Epoch 2: 100%|█████████▉| 33664/33666 [16:47<00:00, 33.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0: 100%|█████████▉| 8415/8416 [01:09<00:00, 120.51it/s]
    Epoch 2: 100%|█████████▉| 33665/33666 [16:47<00:00, 33.42it/s, loss=3.27, v_num=0]

    Validation DataLoader 0: 100%|██████████| 8416/8416 [01:09<00:00, 120.51it/s]
    Epoch 2: 100%|██████████| 33666/33666 [16:47<00:00, 33.42it/s, loss=3.27, v_num=0]
    Epoch 2: 100%|██████████| 33666/33666 [16:47<00:00, 33.42it/s, loss=3.27, v_num=0]

                                                                                 
    Epoch 2: 100%|██████████| 33666/33666 [16:47<00:00, 33.42it/s, loss=3.27, v_num=0]
    Epoch 2:   0%|          | 0/33666 [00:00<?, ?it/s, loss=3.27, v_num=0]            
    Epoch 3:   0%|          | 0/33666 [00:00<?, ?it/s, loss=3.27, v_num=0]
    Epoch 3:   0%|          | 1/33666 [00:00<7:36:14,  1.23it/s, loss=3.27, v_num=0]
    Epoch 3:   0%|          | 1/33666 [00:00<7:36:48,  1.23it/s, loss=3.33, v_num=0]
    Epoch 3:   0%|          | 2/33666 [00:00<3:58:44,  2.35it/s, loss=3.33, v_num=0]
    Epoch 3:   0%|          | 2/33666 [00:00<3:58:52,  2.35it/s, loss=3.4, v_num=0] 
    Epoch 3:   0%|          | 3/33666 [00:00<2:46:00,  3.38it/s, loss=3.4, v_num=0]
    Epoch 3:   0%|          | 3/33666 [00:00<2:46:04,  3.38it/s, loss=3.37, v_num=0]
    Epoch 3:   0%|          | 4/33666 [00:00<2:10:31,  4.30it/s, loss=3.37, v_num=0]
    Epoch 3:   0%|          | 4/33666 [00:00<2:10:34,  4.30it/s, loss=3.43, v_num=0]
    Epoch 3:   0%|          | 5/33666 [00:00<1:48:27,  5.17it/s, loss=3.43, v_num=0]
    Epoch 3:   0%|          | 5/33666 [00:00<1:48:29,  5.17it/s, loss=3.43, v_num=0]
    Epoch 3:   0%|          | 6/33666 [00:00<1:33:29,  6.00it/s, loss=3.43, v_num=0]
    Epoch 3:   0%|          | 6/33666 [00:01<1:33:31,  6.00it/s, loss=3.37, v_num=0]
    Epoch 3:   0%|          | 7/33666 [00:01<1:22:58,  6.76it/s, loss=3.37, v_num=0]
    Epoch 3:   0%|          | 7/33666 [00:01<1:23:00,  6.76it/s, loss=3.34, v_num=0]
    Epoch 3:   0%|          | 8/33666 [00:01<1:14:55,  7.49it/s, loss=3.34, v_num=0]
    Epoch 3:   0%|          | 8/33666 [00:01<1:14:56,  7.48it/s, loss=3.37, v_num=0]
    Epoch 3:   0%|          | 9/33666 [00:01<1:08:56,  8.14it/s, loss=3.37, v_num=0]
    Epoch 3:   0%|          | 9/33666 [00:01<1:08:57,  8.13it/s, loss=3.46, v_num=0]
    Epoch 3:   0%|          | 10/33666 [00:01<1:04:10,  8.74it/s, loss=3.46, v_num=0]
    Epoch 3:   0%|          | 10/33666 [00:01<1:04:12,  8.74it/s, loss=3.39, v_num=0]
    Epoch 3:   0%|          | 11/33666 [00:01<1:00:11,  9.32it/s, loss=3.39, v_num=0]
    Epoch 3:   0%|          | 11/33666 [00:01<1:00:12,  9.32it/s, loss=3.38, v_num=0]
    Epoch 3:   0%|          | 12/33666 [00:01<56:50,  9.87it/s, loss=3.38, v_num=0]  
    Epoch 3:   0%|          | 12/33666 [00:01<56:50,  9.87it/s, loss=3.31, v_num=0]
    Epoch 3:   0%|          | 13/33666 [00:01<53:59, 10.39it/s, loss=3.31, v_num=0]
    Epoch 3:   0%|          | 13/33666 [00:01<53:59, 10.39it/s, loss=3.36, v_num=0]
    Epoch 3:   0%|          | 14/33666 [00:01<51:34, 10.87it/s, loss=3.36, v_num=0]
    Epoch 3:   0%|          | 14/33666 [00:01<51:35, 10.87it/s, loss=3.45, v_num=0]
    Epoch 3:   0%|          | 15/33666 [00:01<49:28, 11.34it/s, loss=3.45, v_num=0]
    Epoch 3:   0%|          | 15/33666 [00:01<49:29, 11.33it/s, loss=3.41, v_num=0]
    Epoch 3:   0%|          | 16/33666 [00:01<47:34, 11.79it/s, loss=3.41, v_num=0]
    Epoch 3:   0%|          | 16/33666 [00:01<47:35, 11.79it/s, loss=3.31, v_num=0]
    Epoch 3:   0%|          | 17/33666 [00:01<45:54, 12.22it/s, loss=3.31, v_num=0]
    Epoch 3:   0%|          | 17/33666 [00:01<45:55, 12.21it/s, loss=3.24, v_num=0]
    Epoch 3:   0%|          | 18/33666 [00:01<44:29, 12.60it/s, loss=3.24, v_num=0]
    Epoch 3:   0%|          | 18/33666 [00:01<44:30, 12.60it/s, loss=3.33, v_num=0]
    Epoch 3:   0%|          | 19/33666 [00:01<43:15, 12.96it/s, loss=3.33, v_num=0]
    Epoch 3:   0%|          | 19/33666 [00:01<43:15, 12.96it/s, loss=3.25, v_num=0]
    Epoch 3:   0%|          | 20/33666 [00:01<42:13, 13.28it/s, loss=3.25, v_num=0]
    Epoch 3:   0%|          | 20/33666 [00:01<42:14, 13.28it/s, loss=3.23, v_num=0]
    Epoch 3:   0%|          | 21/33666 [00:01<41:11, 13.61it/s, loss=3.23, v_num=0]
    Epoch 3:   0%|          | 21/33666 [00:01<41:12, 13.61it/s, loss=3.2, v_num=0] 
    Epoch 3:   0%|          | 22/33666 [00:01<40:15, 13.93it/s, loss=3.2, v_num=0]
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    Epoch 3:   0%|          | 23/33666 [00:01<39:24, 14.23it/s, loss=3.11, v_num=0]
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    Epoch 3:   0%|          | 25/33666 [00:01<37:55, 14.78it/s, loss=3.1, v_num=0]
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    Epoch 3:   0%|          | 27/33666 [00:01<36:40, 15.29it/s, loss=3.29, v_num=0]
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    Epoch 3:   0%|          | 28/33666 [00:01<36:10, 15.50it/s, loss=3.32, v_num=0]
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    Epoch 3:   0%|          | 29/33666 [00:01<35:34, 15.76it/s, loss=3.33, v_num=0]
    Epoch 3:   0%|          | 30/33666 [00:01<35:03, 15.99it/s, loss=3.33, v_num=0]
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    Epoch 3:   0%|          | 31/33666 [00:01<34:33, 16.22it/s, loss=3.32, v_num=0]
    Epoch 3:   0%|          | 31/33666 [00:01<34:34, 16.22it/s, loss=3.26, v_num=0]
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    Epoch 3:   0%|          | 32/33666 [00:01<34:07, 16.43it/s, loss=3.25, v_num=0]
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    Epoch 3:   0%|          | 33/33666 [00:01<33:42, 16.63it/s, loss=3.22, v_num=0]
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    Epoch 3:   2%|▏         | 582/33666 [00:22<21:03, 26.18it/s, loss=3.1, v_num=0]
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    Epoch 3:   2%|▏         | 583/33666 [00:22<21:03, 26.18it/s, loss=3.07, v_num=0]
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    Epoch 3:   2%|▏         | 587/33666 [00:22<21:02, 26.19it/s, loss=3.13, v_num=0]
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    Epoch 3:   2%|▏         | 588/33666 [00:22<21:02, 26.19it/s, loss=3.24, v_num=0]
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    Epoch 3:   2%|▏         | 592/33666 [00:22<21:02, 26.20it/s, loss=3.42, v_num=0]
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    Epoch 3:   2%|▏         | 593/33666 [00:22<21:02, 26.21it/s, loss=3.36, v_num=0]
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    Epoch 3:   2%|▏         | 595/33666 [00:22<21:01, 26.21it/s, loss=3.39, v_num=0]
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    Epoch 3:   2%|▏         | 596/33666 [00:22<21:01, 26.21it/s, loss=3.38, v_num=0]
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    Epoch 3:   2%|▏         | 597/33666 [00:22<21:01, 26.21it/s, loss=3.38, v_num=0]
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    Epoch 3:   2%|▏         | 598/33666 [00:22<21:01, 26.21it/s, loss=3.39, v_num=0]
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    Epoch 3:   2%|▏         | 599/33666 [00:22<21:01, 26.21it/s, loss=3.36, v_num=0]
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    Epoch 3:   2%|▏         | 600/33666 [00:22<21:01, 26.22it/s, loss=3.44, v_num=0]
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    Epoch 3:   2%|▏         | 602/33666 [00:22<21:01, 26.21it/s, loss=3.44, v_num=0]
    Epoch 3:   2%|▏         | 603/33666 [00:23<21:01, 26.21it/s, loss=3.44, v_num=0]
    Epoch 3:   2%|▏         | 603/33666 [00:23<21:01, 26.20it/s, loss=3.4, v_num=0] 
    Epoch 3:   2%|▏         | 604/33666 [00:23<21:01, 26.21it/s, loss=3.4, v_num=0]
    Epoch 3:   2%|▏         | 604/33666 [00:23<21:01, 26.21it/s, loss=3.45, v_num=0]
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    Epoch 3:   2%|▏         | 606/33666 [00:23<21:01, 26.21it/s, loss=3.41, v_num=0]
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    Epoch 3:   2%|▏         | 607/33666 [00:23<21:01, 26.21it/s, loss=3.41, v_num=0]
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    Epoch 3:   2%|▏         | 608/33666 [00:23<21:00, 26.22it/s, loss=3.41, v_num=0]
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    Epoch 3:   2%|▏         | 611/33666 [00:23<21:00, 26.22it/s, loss=3.26, v_num=0]
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    Epoch 3:   2%|▏         | 616/33666 [00:23<20:59, 26.24it/s, loss=3.14, v_num=0]
    Epoch 3:   2%|▏         | 616/33666 [00:23<20:59, 26.24it/s, loss=3.14, v_num=0]
    Epoch 3:   2%|▏         | 617/33666 [00:23<20:59, 26.24it/s, loss=3.14, v_num=0]
    Epoch 3:   2%|▏         | 617/33666 [00:23<20:59, 26.24it/s, loss=3.12, v_num=0]
    Epoch 3:   2%|▏         | 618/33666 [00:23<20:59, 26.24it/s, loss=3.12, v_num=0]
    Epoch 3:   2%|▏         | 618/33666 [00:23<20:59, 26.24it/s, loss=3.17, v_num=0]
    Epoch 3:   2%|▏         | 619/33666 [00:23<20:59, 26.24it/s, loss=3.17, v_num=0]
    Epoch 3:   2%|▏         | 619/33666 [00:23<20:59, 26.24it/s, loss=3.16, v_num=0]
    Epoch 3:   2%|▏         | 620/33666 [00:23<20:59, 26.24it/s, loss=3.16, v_num=0]
    Epoch 3:   2%|▏         | 620/33666 [00:23<20:59, 26.24it/s, loss=3.22, v_num=0]
    Epoch 3:   2%|▏         | 621/33666 [00:23<20:59, 26.25it/s, loss=3.22, v_num=0]
    Epoch 3:   2%|▏         | 621/33666 [00:23<20:59, 26.25it/s, loss=3.22, v_num=0]
    Epoch 3:   2%|▏         | 622/33666 [00:23<20:58, 26.25it/s, loss=3.22, v_num=0]
    Epoch 3:   2%|▏         | 622/33666 [00:23<20:58, 26.25it/s, loss=3.26, v_num=0]
    Epoch 3:   2%|▏         | 623/33666 [00:23<20:58, 26.25it/s, loss=3.26, v_num=0]
    Epoch 3:   2%|▏         | 623/33666 [00:23<20:58, 26.25it/s, loss=3.28, v_num=0]
    Epoch 3:   2%|▏         | 624/33666 [00:23<20:58, 26.26it/s, loss=3.28, v_num=0]
    Epoch 3:   2%|▏         | 624/33666 [00:23<20:58, 26.26it/s, loss=3.23, v_num=0]
    Epoch 3:   2%|▏         | 625/33666 [00:23<20:58, 26.25it/s, loss=3.23, v_num=0]
    Epoch 3:   2%|▏         | 625/33666 [00:23<20:58, 26.25it/s, loss=3.19, v_num=0]
    Epoch 3:   2%|▏         | 626/33666 [00:23<20:58, 26.26it/s, loss=3.19, v_num=0]
    Epoch 3:   2%|▏         | 626/33666 [00:23<20:58, 26.25it/s, loss=3.17, v_num=0]
    Epoch 3:   2%|▏         | 627/33666 [00:23<20:58, 26.25it/s, loss=3.17, v_num=0]
    Epoch 3:   2%|▏         | 627/33666 [00:23<20:58, 26.25it/s, loss=3.19, v_num=0]
    Epoch 3:   2%|▏         | 628/33666 [00:23<20:58, 26.26it/s, loss=3.19, v_num=0]
    Epoch 3:   2%|▏         | 628/33666 [00:23<20:58, 26.26it/s, loss=3.12, v_num=0]
    Epoch 3:   2%|▏         | 629/33666 [00:23<20:58, 26.26it/s, loss=3.12, v_num=0]
    Epoch 3:   2%|▏         | 629/33666 [00:23<20:58, 26.26it/s, loss=3.07, v_num=0]
    Epoch 3:   2%|▏         | 630/33666 [00:23<20:57, 26.26it/s, loss=3.07, v_num=0]
    Epoch 3:   2%|▏         | 630/33666 [00:23<20:57, 26.26it/s, loss=3.15, v_num=0]
    Epoch 3:   2%|▏         | 631/33666 [00:24<20:57, 26.27it/s, loss=3.15, v_num=0]
    Epoch 3:   2%|▏         | 631/33666 [00:24<20:57, 26.27it/s, loss=3.1, v_num=0] 
    Epoch 3:   2%|▏         | 632/33666 [00:24<20:57, 26.27it/s, loss=3.1, v_num=0]
    Epoch 3:   2%|▏         | 632/33666 [00:24<20:57, 26.27it/s, loss=3.14, v_num=0]
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    Epoch 3:   2%|▏         | 633/33666 [00:24<20:57, 26.27it/s, loss=3.2, v_num=0] 
    Epoch 3:   2%|▏         | 634/33666 [00:24<20:57, 26.27it/s, loss=3.2, v_num=0]
    Epoch 3:   2%|▏         | 634/33666 [00:24<20:57, 26.27it/s, loss=3.24, v_num=0]
    Epoch 3:   2%|▏         | 635/33666 [00:24<20:57, 26.27it/s, loss=3.24, v_num=0]
    Epoch 3:   2%|▏         | 635/33666 [00:24<20:57, 26.27it/s, loss=3.29, v_num=0]
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    Epoch 3:   2%|▏         | 637/33666 [00:24<20:56, 26.28it/s, loss=3.33, v_num=0]
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    Epoch 3:   2%|▏         | 638/33666 [00:24<20:56, 26.28it/s, loss=3.31, v_num=0]
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    Epoch 3:   2%|▏         | 642/33666 [00:24<20:56, 26.28it/s, loss=3.4, v_num=0] 
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    Epoch 3:   2%|▏         | 667/33666 [00:25<20:54, 26.31it/s, loss=3.43, v_num=0]
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    Epoch 3:   2%|▏         | 671/33666 [00:25<20:53, 26.32it/s, loss=3.27, v_num=0]
    Epoch 3:   2%|▏         | 672/33666 [00:25<20:53, 26.32it/s, loss=3.27, v_num=0]
    Epoch 3:   2%|▏         | 672/33666 [00:25<20:53, 26.32it/s, loss=3.28, v_num=0]
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    Epoch 3:   2%|▏         | 673/33666 [00:25<20:53, 26.32it/s, loss=3.34, v_num=0]
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    Epoch 3:   2%|▏         | 677/33666 [00:25<20:52, 26.33it/s, loss=3.27, v_num=0]
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    Epoch 3:   2%|▏         | 678/33666 [00:25<20:52, 26.33it/s, loss=3.33, v_num=0]
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    Epoch 3:   2%|▏         | 679/33666 [00:25<20:52, 26.33it/s, loss=3.21, v_num=0]
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    Epoch 3:   2%|▏         | 680/33666 [00:25<20:52, 26.34it/s, loss=3.26, v_num=0]
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    Epoch 3:   2%|▏         | 681/33666 [00:25<20:52, 26.34it/s, loss=3.25, v_num=0]
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    Epoch 3:   2%|▏         | 683/33666 [00:25<20:52, 26.34it/s, loss=3.25, v_num=0]
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    Epoch 3:   2%|▏         | 684/33666 [00:25<20:52, 26.34it/s, loss=3.14, v_num=0]
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    Epoch 3:   2%|▏         | 685/33666 [00:26<20:52, 26.34it/s, loss=3.1, v_num=0] 
    Epoch 3:   2%|▏         | 686/33666 [00:26<20:51, 26.34it/s, loss=3.1, v_num=0]
    Epoch 3:   2%|▏         | 686/33666 [00:26<20:51, 26.34it/s, loss=3.14, v_num=0]
    Epoch 3:   2%|▏         | 687/33666 [00:26<20:51, 26.34it/s, loss=3.14, v_num=0]
    Epoch 3:   2%|▏         | 687/33666 [00:26<20:51, 26.34it/s, loss=3.2, v_num=0] 
    Epoch 3:   2%|▏         | 688/33666 [00:26<20:51, 26.34it/s, loss=3.2, v_num=0]
    Epoch 3:   2%|▏         | 688/33666 [00:26<20:51, 26.34it/s, loss=3.08, v_num=0]
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    Epoch 3:   2%|▏         | 689/33666 [00:26<20:52, 26.34it/s, loss=3.15, v_num=0]
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    Epoch 3:   2%|▏         | 690/33666 [00:26<20:51, 26.34it/s, loss=3.14, v_num=0]
    Epoch 3:   2%|▏         | 691/33666 [00:26<20:51, 26.34it/s, loss=3.14, v_num=0]
    Epoch 3:   2%|▏         | 691/33666 [00:26<20:51, 26.34it/s, loss=3.11, v_num=0]
    Epoch 3:   2%|▏         | 692/33666 [00:26<20:51, 26.35it/s, loss=3.11, v_num=0]
    Epoch 3:   2%|▏         | 692/33666 [00:26<20:51, 26.35it/s, loss=3.15, v_num=0]
    Epoch 3:   2%|▏         | 693/33666 [00:26<20:51, 26.35it/s, loss=3.15, v_num=0]
    Epoch 3:   2%|▏         | 693/33666 [00:26<20:51, 26.35it/s, loss=3.12, v_num=0]
    Epoch 3:   2%|▏         | 694/33666 [00:26<20:51, 26.35it/s, loss=3.12, v_num=0]
    Epoch 3:   2%|▏         | 694/33666 [00:26<20:51, 26.35it/s, loss=3.1, v_num=0] 
    Epoch 3:   2%|▏         | 695/33666 [00:26<20:51, 26.35it/s, loss=3.1, v_num=0]
    Epoch 3:   2%|▏         | 695/33666 [00:26<20:51, 26.35it/s, loss=3.17, v_num=0]
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    Epoch 3:   2%|▏         | 696/33666 [00:26<20:51, 26.35it/s, loss=3.29, v_num=0]
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    Epoch 3:   2%|▏         | 697/33666 [00:26<20:51, 26.35it/s, loss=3.32, v_num=0]
    Epoch 3:   2%|▏         | 698/33666 [00:26<20:51, 26.35it/s, loss=3.32, v_num=0]
    Epoch 3:   2%|▏         | 698/33666 [00:26<20:51, 26.35it/s, loss=3.37, v_num=0]
    Epoch 3:   2%|▏         | 699/33666 [00:26<20:50, 26.35it/s, loss=3.37, v_num=0]
    Epoch 3:   2%|▏         | 699/33666 [00:26<20:50, 26.35it/s, loss=3.51, v_num=0]
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    Epoch 3:   2%|▏         | 700/33666 [00:26<20:50, 26.35it/s, loss=3.53, v_num=0]
    Epoch 3:   2%|▏         | 701/33666 [00:26<20:50, 26.35it/s, loss=3.53, v_num=0]
    Epoch 3:   2%|▏         | 701/33666 [00:26<20:50, 26.35it/s, loss=3.54, v_num=0]
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    Epoch 3:   2%|▏         | 702/33666 [00:26<20:50, 26.35it/s, loss=3.54, v_num=0]
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    Epoch 3:   2%|▏         | 703/33666 [00:26<20:51, 26.35it/s, loss=3.54, v_num=0]
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    Epoch 3:   2%|▏         | 705/33666 [00:26<20:50, 26.35it/s, loss=3.62, v_num=0]
    Epoch 3:   2%|▏         | 705/33666 [00:26<20:50, 26.35it/s, loss=3.63, v_num=0]
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    Epoch 3:   2%|▏         | 707/33666 [00:26<20:50, 26.35it/s, loss=3.66, v_num=0]
    Epoch 3:   2%|▏         | 707/33666 [00:26<20:50, 26.35it/s, loss=3.65, v_num=0]
    Epoch 3:   2%|▏         | 708/33666 [00:26<20:50, 26.36it/s, loss=3.65, v_num=0]
    Epoch 3:   2%|▏         | 708/33666 [00:26<20:50, 26.36it/s, loss=3.81, v_num=0]
    Epoch 3:   2%|▏         | 709/33666 [00:26<20:50, 26.36it/s, loss=3.81, v_num=0]
    Epoch 3:   2%|▏         | 709/33666 [00:26<20:50, 26.36it/s, loss=3.83, v_num=0]
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    Epoch 3:   2%|▏         | 710/33666 [00:26<20:50, 26.36it/s, loss=3.87, v_num=0]
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    Epoch 3:   2%|▏         | 711/33666 [00:26<20:50, 26.36it/s, loss=3.88, v_num=0]
    Epoch 3:   2%|▏         | 712/33666 [00:27<20:50, 26.36it/s, loss=3.88, v_num=0]
    Epoch 3:   2%|▏         | 712/33666 [00:27<20:50, 26.36it/s, loss=3.88, v_num=0]
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    Epoch 3:   2%|▏         | 713/33666 [00:27<20:50, 26.36it/s, loss=3.86, v_num=0]
    Epoch 3:   2%|▏         | 714/33666 [00:27<20:50, 26.36it/s, loss=3.86, v_num=0]
    Epoch 3:   2%|▏         | 714/33666 [00:27<20:50, 26.36it/s, loss=3.95, v_num=0]
    Epoch 3:   2%|▏         | 715/33666 [00:27<20:49, 26.36it/s, loss=3.95, v_num=0]
    Epoch 3:   2%|▏         | 715/33666 [00:27<20:49, 26.36it/s, loss=3.95, v_num=0]
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    Epoch 3:   2%|▏         | 716/33666 [00:27<20:49, 26.36it/s, loss=3.83, v_num=0]
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    Epoch 3:   2%|▏         | 718/33666 [00:27<20:49, 26.37it/s, loss=3.7, v_num=0] 
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    Epoch 3:   2%|▏         | 719/33666 [00:27<20:49, 26.37it/s, loss=3.75, v_num=0]
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    Epoch 3:   2%|▏         | 721/33666 [00:27<20:49, 26.37it/s, loss=3.68, v_num=0]
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    Epoch 3:   2%|▏         | 728/33666 [00:27<20:49, 26.37it/s, loss=3.6, v_num=0] 
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    Epoch 3:   2%|▏         | 749/33666 [00:28<20:47, 26.38it/s, loss=3.8, v_num=0]
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    Epoch 3:   2%|▏         | 757/33666 [00:28<20:47, 26.38it/s, loss=3.48, v_num=0]
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    Epoch 3:   2%|▏         | 761/33666 [00:28<20:47, 26.38it/s, loss=3.27, v_num=0]
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    Epoch 3:   2%|▏         | 763/33666 [00:28<20:46, 26.39it/s, loss=3.3, v_num=0] 
    Epoch 3:   2%|▏         | 764/33666 [00:28<20:46, 26.39it/s, loss=3.3, v_num=0]
    Epoch 3:   2%|▏         | 764/33666 [00:28<20:46, 26.39it/s, loss=3.26, v_num=0]
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    Epoch 3:   2%|▏         | 765/33666 [00:28<20:46, 26.39it/s, loss=3.2, v_num=0] 
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    Epoch 3:   2%|▏         | 767/33666 [00:29<20:46, 26.39it/s, loss=3.16, v_num=0]
    Epoch 3:   2%|▏         | 768/33666 [00:29<20:46, 26.39it/s, loss=3.16, v_num=0]
    Epoch 3:   2%|▏         | 768/33666 [00:29<20:46, 26.39it/s, loss=3.23, v_num=0]
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    Epoch 3:   2%|▏         | 769/33666 [00:29<20:46, 26.39it/s, loss=3.32, v_num=0]
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    Epoch 3:   2%|▏         | 770/33666 [00:29<20:46, 26.39it/s, loss=3.3, v_num=0] 
    Epoch 3:   2%|▏         | 771/33666 [00:29<20:46, 26.39it/s, loss=3.3, v_num=0]
    Epoch 3:   2%|▏         | 771/33666 [00:29<20:46, 26.39it/s, loss=3.28, v_num=0]
    Epoch 3:   2%|▏         | 772/33666 [00:29<20:46, 26.39it/s, loss=3.28, v_num=0]
    Epoch 3:   2%|▏         | 772/33666 [00:29<20:46, 26.39it/s, loss=3.22, v_num=0]
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    Epoch 3:   2%|▏         | 773/33666 [00:29<20:46, 26.39it/s, loss=3.33, v_num=0]
    Epoch 3:   2%|▏         | 774/33666 [00:29<20:46, 26.40it/s, loss=3.33, v_num=0]
    Epoch 3:   2%|▏         | 774/33666 [00:29<20:46, 26.40it/s, loss=3.3, v_num=0] 
    Epoch 3:   2%|▏         | 775/33666 [00:29<20:46, 26.40it/s, loss=3.3, v_num=0]
    Epoch 3:   2%|▏         | 775/33666 [00:29<20:46, 26.40it/s, loss=3.37, v_num=0]
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    Epoch 3:   2%|▏         | 776/33666 [00:29<20:45, 26.40it/s, loss=3.29, v_num=0]
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    Epoch 3:   2%|▏         | 778/33666 [00:29<20:45, 26.40it/s, loss=3.24, v_num=0]
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    Epoch 3:   2%|▏         | 779/33666 [00:29<20:45, 26.40it/s, loss=3.26, v_num=0]
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    Epoch 3:   2%|▏         | 781/33666 [00:29<20:45, 26.40it/s, loss=3.25, v_num=0]
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    Epoch 3:   2%|▏         | 782/33666 [00:29<20:45, 26.40it/s, loss=3.31, v_num=0]
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    Epoch 3:   2%|▏         | 783/33666 [00:29<20:45, 26.40it/s, loss=3.24, v_num=0]
    Epoch 3:   2%|▏         | 784/33666 [00:29<20:45, 26.40it/s, loss=3.24, v_num=0]
    Epoch 3:   2%|▏         | 784/33666 [00:29<20:45, 26.40it/s, loss=3.2, v_num=0] 
    Epoch 3:   2%|▏         | 785/33666 [00:29<20:45, 26.40it/s, loss=3.2, v_num=0]
    Epoch 3:   2%|▏         | 785/33666 [00:29<20:45, 26.40it/s, loss=3.23, v_num=0]
    Epoch 3:   2%|▏         | 786/33666 [00:29<20:45, 26.40it/s, loss=3.23, v_num=0]
    Epoch 3:   2%|▏         | 786/33666 [00:29<20:45, 26.40it/s, loss=3.23, v_num=0]
    Epoch 3:   2%|▏         | 787/33666 [00:29<20:45, 26.40it/s, loss=3.23, v_num=0]
    Epoch 3:   2%|▏         | 787/33666 [00:29<20:45, 26.40it/s, loss=3.34, v_num=0]
    Epoch 3:   2%|▏         | 788/33666 [00:29<20:45, 26.40it/s, loss=3.34, v_num=0]
    Epoch 3:   2%|▏         | 788/33666 [00:29<20:45, 26.40it/s, loss=3.36, v_num=0]
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    Epoch 3:   2%|▏         | 789/33666 [00:29<20:45, 26.40it/s, loss=3.29, v_num=0]
    Epoch 3:   2%|▏         | 790/33666 [00:29<20:45, 26.40it/s, loss=3.29, v_num=0]
    Epoch 3:   2%|▏         | 790/33666 [00:29<20:45, 26.40it/s, loss=3.28, v_num=0]
    Epoch 3:   2%|▏         | 791/33666 [00:29<20:45, 26.40it/s, loss=3.28, v_num=0]
    Epoch 3:   2%|▏         | 791/33666 [00:29<20:45, 26.40it/s, loss=3.27, v_num=0]
    Epoch 3:   2%|▏         | 792/33666 [00:29<20:45, 26.40it/s, loss=3.27, v_num=0]
    Epoch 3:   2%|▏         | 792/33666 [00:29<20:45, 26.40it/s, loss=3.36, v_num=0]
    Epoch 3:   2%|▏         | 793/33666 [00:30<20:45, 26.40it/s, loss=3.36, v_num=0]
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    Epoch 3:   2%|▏         | 794/33666 [00:30<20:44, 26.40it/s, loss=3.43, v_num=0]
    Epoch 3:   2%|▏         | 794/33666 [00:30<20:44, 26.40it/s, loss=3.48, v_num=0]
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    Epoch 3:   2%|▏         | 795/33666 [00:30<20:44, 26.41it/s, loss=3.4, v_num=0] 
    Epoch 3:   2%|▏         | 796/33666 [00:30<20:44, 26.41it/s, loss=3.4, v_num=0]
    Epoch 3:   2%|▏         | 796/33666 [00:30<20:44, 26.41it/s, loss=3.53, v_num=0]
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    Epoch 3:   2%|▏         | 797/33666 [00:30<20:44, 26.41it/s, loss=3.54, v_num=0]
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    Epoch 3:   2%|▏         | 798/33666 [00:30<20:44, 26.41it/s, loss=3.54, v_num=0]
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    Epoch 3:   2%|▏         | 800/33666 [00:30<20:44, 26.41it/s, loss=3.55, v_num=0]
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    Epoch 3:   2%|▏         | 804/33666 [00:30<20:44, 26.41it/s, loss=3.49, v_num=0]
    Epoch 3:   2%|▏         | 804/33666 [00:30<20:44, 26.41it/s, loss=3.48, v_num=0]
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    Epoch 3:   2%|▏         | 806/33666 [00:30<20:44, 26.41it/s, loss=3.48, v_num=0]
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    Epoch 3:   2%|▏         | 807/33666 [00:30<20:44, 26.41it/s, loss=3.37, v_num=0]
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    Epoch 3:   2%|▏         | 809/33666 [00:30<20:44, 26.41it/s, loss=3.41, v_num=0]
    Epoch 3:   2%|▏         | 810/33666 [00:30<20:44, 26.41it/s, loss=3.41, v_num=0]
    Epoch 3:   2%|▏         | 810/33666 [00:30<20:44, 26.41it/s, loss=3.55, v_num=0]
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    Epoch 3:   2%|▏         | 812/33666 [00:30<20:44, 26.41it/s, loss=3.6, v_num=0] 
    Epoch 3:   2%|▏         | 813/33666 [00:30<20:44, 26.41it/s, loss=3.6, v_num=0]
    Epoch 3:   2%|▏         | 813/33666 [00:30<20:44, 26.41it/s, loss=3.43, v_num=0]
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    Epoch 3:   2%|▏         | 814/33666 [00:30<20:44, 26.41it/s, loss=3.49, v_num=0]
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    Epoch 3:   3%|▎         | 868/33666 [00:32<20:40, 26.44it/s, loss=3.35, v_num=0]
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    Epoch 3:   3%|▎         | 869/33666 [00:32<20:40, 26.44it/s, loss=3.41, v_num=0]
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    Epoch 3:   3%|▎         | 870/33666 [00:32<20:40, 26.44it/s, loss=3.4, v_num=0] 
    Epoch 3:   3%|▎         | 871/33666 [00:32<20:40, 26.44it/s, loss=3.4, v_num=0]
    Epoch 3:   3%|▎         | 871/33666 [00:32<20:40, 26.44it/s, loss=3.36, v_num=0]
    Epoch 3:   3%|▎         | 872/33666 [00:32<20:40, 26.44it/s, loss=3.36, v_num=0]
    Epoch 3:   3%|▎         | 872/33666 [00:32<20:40, 26.44it/s, loss=3.32, v_num=0]
    Epoch 3:   3%|▎         | 873/33666 [00:33<20:40, 26.44it/s, loss=3.32, v_num=0]
    Epoch 3:   3%|▎         | 873/33666 [00:33<20:40, 26.44it/s, loss=3.32, v_num=0]
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    Epoch 3:   3%|▎         | 874/33666 [00:33<20:40, 26.44it/s, loss=3.35, v_num=0]
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    Epoch 3:   3%|▎         | 875/33666 [00:33<20:40, 26.44it/s, loss=3.3, v_num=0] 
    Epoch 3:   3%|▎         | 876/33666 [00:33<20:40, 26.44it/s, loss=3.3, v_num=0]
    Epoch 3:   3%|▎         | 876/33666 [00:33<20:40, 26.44it/s, loss=3.26, v_num=0]
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    Epoch 3:   3%|▎         | 878/33666 [00:33<20:39, 26.44it/s, loss=3.32, v_num=0]
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    Epoch 3:   3%|▎         | 882/33666 [00:33<20:39, 26.44it/s, loss=3.32, v_num=0]
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    Epoch 3:   3%|▎         | 883/33666 [00:33<20:40, 26.44it/s, loss=3.38, v_num=0]
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    Epoch 3:   3%|▎         | 886/33666 [00:33<20:39, 26.44it/s, loss=3.4, v_num=0]
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    Epoch 3:   3%|▎         | 889/33666 [00:33<20:39, 26.44it/s, loss=3.58, v_num=0]
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    Epoch 3:   3%|▎         | 910/33666 [00:34<20:39, 26.43it/s, loss=3.27, v_num=0]
    Epoch 3:   3%|▎         | 910/33666 [00:34<20:39, 26.43it/s, loss=3.4, v_num=0] 
    Epoch 3:   3%|▎         | 911/33666 [00:34<20:39, 26.44it/s, loss=3.4, v_num=0]
    Epoch 3:   3%|▎         | 911/33666 [00:34<20:39, 26.43it/s, loss=3.44, v_num=0]
    Epoch 3:   3%|▎         | 912/33666 [00:34<20:39, 26.44it/s, loss=3.44, v_num=0]
    Epoch 3:   3%|▎         | 912/33666 [00:34<20:39, 26.43it/s, loss=3.37, v_num=0]
    Epoch 3:   3%|▎         | 913/33666 [00:34<20:38, 26.44it/s, loss=3.37, v_num=0]
    Epoch 3:   3%|▎         | 913/33666 [00:34<20:38, 26.44it/s, loss=3.36, v_num=0]
    Epoch 3:   3%|▎         | 914/33666 [00:34<20:38, 26.44it/s, loss=3.36, v_num=0]
    Epoch 3:   3%|▎         | 914/33666 [00:34<20:38, 26.44it/s, loss=3.34, v_num=0]
    Epoch 3:   3%|▎         | 915/33666 [00:34<20:38, 26.44it/s, loss=3.34, v_num=0]
    Epoch 3:   3%|▎         | 915/33666 [00:34<20:38, 26.44it/s, loss=3.44, v_num=0]
    Epoch 3:   3%|▎         | 916/33666 [00:34<20:38, 26.44it/s, loss=3.44, v_num=0]
    Epoch 3:   3%|▎         | 916/33666 [00:34<20:38, 26.44it/s, loss=3.35, v_num=0]
    Epoch 3:   3%|▎         | 917/33666 [00:34<20:38, 26.43it/s, loss=3.35, v_num=0]
    Epoch 3:   3%|▎         | 917/33666 [00:34<20:38, 26.43it/s, loss=3.42, v_num=0]
    Epoch 3:   3%|▎         | 918/33666 [00:34<20:38, 26.43it/s, loss=3.42, v_num=0]
    Epoch 3:   3%|▎         | 918/33666 [00:34<20:38, 26.43it/s, loss=3.38, v_num=0]
    Epoch 3:   3%|▎         | 919/33666 [00:34<20:38, 26.43it/s, loss=3.38, v_num=0]
    Epoch 3:   3%|▎         | 919/33666 [00:34<20:38, 26.43it/s, loss=3.26, v_num=0]
    Epoch 3:   3%|▎         | 920/33666 [00:34<20:38, 26.43it/s, loss=3.26, v_num=0]
    Epoch 3:   3%|▎         | 920/33666 [00:34<20:38, 26.43it/s, loss=3.26, v_num=0]
    Epoch 3:   3%|▎         | 921/33666 [00:34<20:39, 26.43it/s, loss=3.26, v_num=0]
    Epoch 3:   3%|▎         | 921/33666 [00:34<20:39, 26.43it/s, loss=3.34, v_num=0]
    Epoch 3:   3%|▎         | 922/33666 [00:34<20:39, 26.43it/s, loss=3.34, v_num=0]
    Epoch 3:   3%|▎         | 922/33666 [00:34<20:39, 26.43it/s, loss=3.35, v_num=0]
    Epoch 3:   3%|▎         | 923/33666 [00:34<20:39, 26.42it/s, loss=3.35, v_num=0]
    Epoch 3:   3%|▎         | 923/33666 [00:34<20:39, 26.42it/s, loss=3.44, v_num=0]
    Epoch 3:   3%|▎         | 924/33666 [00:34<20:39, 26.42it/s, loss=3.44, v_num=0]
    Epoch 3:   3%|▎         | 924/33666 [00:34<20:39, 26.42it/s, loss=3.53, v_num=0]
    Epoch 3:   3%|▎         | 925/33666 [00:35<20:39, 26.41it/s, loss=3.53, v_num=0]
    Epoch 3:   3%|▎         | 925/33666 [00:35<20:39, 26.41it/s, loss=3.56, v_num=0]
    Epoch 3:   3%|▎         | 926/33666 [00:35<20:39, 26.41it/s, loss=3.56, v_num=0]
    Epoch 3:   3%|▎         | 926/33666 [00:35<20:39, 26.41it/s, loss=3.58, v_num=0]
    Epoch 3:   3%|▎         | 927/33666 [00:35<20:39, 26.41it/s, loss=3.58, v_num=0]
    Epoch 3:   3%|▎         | 927/33666 [00:35<20:39, 26.40it/s, loss=3.55, v_num=0]
    Epoch 3:   3%|▎         | 928/33666 [00:35<20:40, 26.40it/s, loss=3.55, v_num=0]
    Epoch 3:   3%|▎         | 928/33666 [00:35<20:40, 26.40it/s, loss=3.56, v_num=0]
    Epoch 3:   3%|▎         | 929/33666 [00:35<20:40, 26.40it/s, loss=3.56, v_num=0]
    Epoch 3:   3%|▎         | 929/33666 [00:35<20:40, 26.40it/s, loss=3.61, v_num=0]
    Epoch 3:   3%|▎         | 930/33666 [00:35<20:40, 26.39it/s, loss=3.61, v_num=0]
    Epoch 3:   3%|▎         | 930/33666 [00:35<20:40, 26.39it/s, loss=3.52, v_num=0]
    Epoch 3:   3%|▎         | 931/33666 [00:35<20:40, 26.39it/s, loss=3.52, v_num=0]
    Epoch 3:   3%|▎         | 931/33666 [00:35<20:40, 26.39it/s, loss=3.44, v_num=0]
    Epoch 3:   3%|▎         | 932/33666 [00:35<20:40, 26.39it/s, loss=3.44, v_num=0]
    Epoch 3:   3%|▎         | 932/33666 [00:35<20:40, 26.38it/s, loss=3.49, v_num=0]
    Epoch 3:   3%|▎         | 933/33666 [00:35<20:40, 26.38it/s, loss=3.49, v_num=0]
    Epoch 3:   3%|▎         | 933/33666 [00:35<20:40, 26.38it/s, loss=3.49, v_num=0]
    Epoch 3:   3%|▎         | 934/33666 [00:35<20:40, 26.38it/s, loss=3.49, v_num=0]
    Epoch 3:   3%|▎         | 934/33666 [00:35<20:40, 26.38it/s, loss=3.48, v_num=0]
    Epoch 3:   3%|▎         | 935/33666 [00:35<20:41, 26.37it/s, loss=3.48, v_num=0]
    Epoch 3:   3%|▎         | 935/33666 [00:35<20:41, 26.37it/s, loss=3.37, v_num=0]
    Epoch 3:   3%|▎         | 936/33666 [00:35<20:41, 26.37it/s, loss=3.37, v_num=0]
    Epoch 3:   3%|▎         | 936/33666 [00:35<20:41, 26.37it/s, loss=3.41, v_num=0]
    Epoch 3:   3%|▎         | 937/33666 [00:35<20:41, 26.37it/s, loss=3.41, v_num=0]
    Epoch 3:   3%|▎         | 937/33666 [00:35<20:41, 26.37it/s, loss=3.35, v_num=0]
    Epoch 3:   3%|▎         | 938/33666 [00:35<20:41, 26.36it/s, loss=3.35, v_num=0]
    Epoch 3:   3%|▎         | 938/33666 [00:35<20:41, 26.36it/s, loss=3.35, v_num=0]
    Epoch 3:   3%|▎         | 939/33666 [00:35<20:41, 26.36it/s, loss=3.35, v_num=0]
    Epoch 3:   3%|▎         | 939/33666 [00:35<20:41, 26.36it/s, loss=3.29, v_num=0]
    Epoch 3:   3%|▎         | 940/33666 [00:35<20:41, 26.35it/s, loss=3.29, v_num=0]
    Epoch 3:   3%|▎         | 940/33666 [00:35<20:41, 26.35it/s, loss=3.22, v_num=0]
    Epoch 3:   3%|▎         | 941/33666 [00:35<20:42, 26.35it/s, loss=3.22, v_num=0]
    Epoch 3:   3%|▎         | 941/33666 [00:35<20:42, 26.35it/s, loss=3.11, v_num=0]
    Epoch 3:   3%|▎         | 942/33666 [00:35<20:42, 26.34it/s, loss=3.11, v_num=0]
    Epoch 3:   3%|▎         | 942/33666 [00:35<20:42, 26.34it/s, loss=3.13, v_num=0]
    Epoch 3:   3%|▎         | 943/33666 [00:35<20:42, 26.34it/s, loss=3.13, v_num=0]
    Epoch 3:   3%|▎         | 943/33666 [00:35<20:42, 26.34it/s, loss=3.23, v_num=0]
    Epoch 3:   3%|▎         | 944/33666 [00:35<20:42, 26.34it/s, loss=3.23, v_num=0]
    Epoch 3:   3%|▎         | 944/33666 [00:35<20:42, 26.34it/s, loss=3.22, v_num=0]
    Epoch 3:   3%|▎         | 945/33666 [00:35<20:42, 26.33it/s, loss=3.22, v_num=0]
    Epoch 3:   3%|▎         | 945/33666 [00:35<20:42, 26.33it/s, loss=3.25, v_num=0]
    Epoch 3:   3%|▎         | 946/33666 [00:35<20:42, 26.33it/s, loss=3.25, v_num=0]
    Epoch 3:   3%|▎         | 946/33666 [00:35<20:42, 26.33it/s, loss=3.24, v_num=0]
    Epoch 3:   3%|▎         | 947/33666 [00:35<20:42, 26.32it/s, loss=3.24, v_num=0]
    Epoch 3:   3%|▎         | 947/33666 [00:35<20:42, 26.32it/s, loss=3.24, v_num=0]
    Epoch 3:   3%|▎         | 948/33666 [00:36<20:42, 26.32it/s, loss=3.24, v_num=0]
    Epoch 3:   3%|▎         | 948/33666 [00:36<20:42, 26.32it/s, loss=3.35, v_num=0]
    Epoch 3:   3%|▎         | 949/33666 [00:36<20:42, 26.32it/s, loss=3.35, v_num=0]
    Epoch 3:   3%|▎         | 949/33666 [00:36<20:42, 26.32it/s, loss=3.28, v_num=0]
    Epoch 3:   3%|▎         | 950/33666 [00:36<20:42, 26.32it/s, loss=3.28, v_num=0]
    Epoch 3:   3%|▎         | 950/33666 [00:36<20:42, 26.32it/s, loss=3.32, v_num=0]
    Epoch 3:   3%|▎         | 951/33666 [00:36<20:42, 26.32it/s, loss=3.32, v_num=0]
    Epoch 3:   3%|▎         | 951/33666 [00:36<20:42, 26.32it/s, loss=3.39, v_num=0]
    Epoch 3:   3%|▎         | 952/33666 [00:36<20:42, 26.32it/s, loss=3.39, v_num=0]
    Epoch 3:   3%|▎         | 952/33666 [00:36<20:42, 26.32it/s, loss=3.44, v_num=0]
    Epoch 3:   3%|▎         | 953/33666 [00:36<20:42, 26.32it/s, loss=3.44, v_num=0]
    Epoch 3:   3%|▎         | 953/33666 [00:36<20:42, 26.32it/s, loss=3.44, v_num=0]
    Epoch 3:   3%|▎         | 954/33666 [00:36<20:42, 26.32it/s, loss=3.44, v_num=0]
    Epoch 3:   3%|▎         | 954/33666 [00:36<20:42, 26.32it/s, loss=3.51, v_num=0]
    Epoch 3:   3%|▎         | 955/33666 [00:36<20:42, 26.32it/s, loss=3.51, v_num=0]
    Epoch 3:   3%|▎         | 955/33666 [00:36<20:42, 26.32it/s, loss=3.57, v_num=0]
    Epoch 3:   3%|▎         | 956/33666 [00:36<20:42, 26.32it/s, loss=3.57, v_num=0]
    Epoch 3:   3%|▎         | 956/33666 [00:36<20:42, 26.32it/s, loss=3.55, v_num=0]
    Epoch 3:   3%|▎         | 957/33666 [00:36<20:42, 26.32it/s, loss=3.55, v_num=0]
    Epoch 3:   3%|▎         | 957/33666 [00:36<20:42, 26.32it/s, loss=3.58, v_num=0]
    Epoch 3:   3%|▎         | 958/33666 [00:36<20:42, 26.32it/s, loss=3.58, v_num=0]
    Epoch 3:   3%|▎         | 958/33666 [00:36<20:42, 26.32it/s, loss=3.61, v_num=0]
    Epoch 3:   3%|▎         | 959/33666 [00:36<20:42, 26.32it/s, loss=3.61, v_num=0]
    Epoch 3:   3%|▎         | 959/33666 [00:36<20:42, 26.32it/s, loss=3.65, v_num=0]
    Epoch 3:   3%|▎         | 960/33666 [00:36<20:42, 26.32it/s, loss=3.65, v_num=0]
    Epoch 3:   3%|▎         | 960/33666 [00:36<20:42, 26.32it/s, loss=3.66, v_num=0]
    Epoch 3:   3%|▎         | 961/33666 [00:36<20:42, 26.32it/s, loss=3.66, v_num=0]
    Epoch 3:   3%|▎         | 961/33666 [00:36<20:42, 26.32it/s, loss=3.6, v_num=0] 
    Epoch 3:   3%|▎         | 962/33666 [00:36<20:42, 26.32it/s, loss=3.6, v_num=0]
    Epoch 3:   3%|▎         | 962/33666 [00:36<20:42, 26.32it/s, loss=3.54, v_num=0]
    Epoch 3:   3%|▎         | 963/33666 [00:36<20:42, 26.32it/s, loss=3.54, v_num=0]
    Epoch 3:   3%|▎         | 963/33666 [00:36<20:42, 26.32it/s, loss=3.39, v_num=0]
    Epoch 3:   3%|▎         | 964/33666 [00:36<20:42, 26.33it/s, loss=3.39, v_num=0]
    Epoch 3:   3%|▎         | 964/33666 [00:36<20:42, 26.33it/s, loss=3.31, v_num=0]
    Epoch 3:   3%|▎         | 965/33666 [00:36<20:42, 26.33it/s, loss=3.31, v_num=0]
    Epoch 3:   3%|▎         | 965/33666 [00:36<20:42, 26.33it/s, loss=3.34, v_num=0]
    Epoch 3:   3%|▎         | 966/33666 [00:36<20:41, 26.33it/s, loss=3.34, v_num=0]
    Epoch 3:   3%|▎         | 966/33666 [00:36<20:41, 26.33it/s, loss=3.25, v_num=0]
    Epoch 3:   3%|▎         | 967/33666 [00:36<20:41, 26.33it/s, loss=3.25, v_num=0]
    Epoch 3:   3%|▎         | 967/33666 [00:36<20:41, 26.33it/s, loss=3.33, v_num=0]
    Epoch 3:   3%|▎         | 968/33666 [00:36<20:41, 26.33it/s, loss=3.33, v_num=0]
    Epoch 3:   3%|▎         | 968/33666 [00:36<20:41, 26.33it/s, loss=3.28, v_num=0]
    Epoch 3:   3%|▎         | 969/33666 [00:36<20:41, 26.33it/s, loss=3.28, v_num=0]
    Epoch 3:   3%|▎         | 969/33666 [00:36<20:41, 26.33it/s, loss=3.28, v_num=0]
    Epoch 3:   3%|▎         | 970/33666 [00:36<20:41, 26.33it/s, loss=3.28, v_num=0]
    Epoch 3:   3%|▎         | 970/33666 [00:36<20:41, 26.33it/s, loss=3.24, v_num=0]
    Epoch 3:   3%|▎         | 971/33666 [00:36<20:41, 26.33it/s, loss=3.24, v_num=0]
    Epoch 3:   3%|▎         | 971/33666 [00:36<20:41, 26.33it/s, loss=3.23, v_num=0]
    Epoch 3:   3%|▎         | 972/33666 [00:36<20:41, 26.33it/s, loss=3.23, v_num=0]
    Epoch 3:   3%|▎         | 972/33666 [00:36<20:41, 26.33it/s, loss=3.25, v_num=0]
    Epoch 3:   3%|▎         | 973/33666 [00:36<20:41, 26.33it/s, loss=3.25, v_num=0]
    Epoch 3:   3%|▎         | 973/33666 [00:36<20:41, 26.33it/s, loss=3.3, v_num=0] 
    Epoch 3:   3%|▎         | 974/33666 [00:36<20:41, 26.33it/s, loss=3.3, v_num=0]
    Epoch 3:   3%|▎         | 974/33666 [00:36<20:41, 26.33it/s, loss=3.26, v_num=0]
    Epoch 3:   3%|▎         | 975/33666 [00:37<20:41, 26.33it/s, loss=3.26, v_num=0]
    Epoch 3:   3%|▎         | 975/33666 [00:37<20:41, 26.33it/s, loss=3.21, v_num=0]
    Epoch 3:   3%|▎         | 976/33666 [00:37<20:41, 26.33it/s, loss=3.21, v_num=0]
    Epoch 3:   3%|▎         | 976/33666 [00:37<20:41, 26.33it/s, loss=3.16, v_num=0]
    Epoch 3:   3%|▎         | 977/33666 [00:37<20:41, 26.33it/s, loss=3.16, v_num=0]
    Epoch 3:   3%|▎         | 977/33666 [00:37<20:41, 26.33it/s, loss=3.06, v_num=0]
    Epoch 3:   3%|▎         | 978/33666 [00:37<20:41, 26.32it/s, loss=3.06, v_num=0]
    Epoch 3:   3%|▎         | 978/33666 [00:37<20:41, 26.32it/s, loss=3.02, v_num=0]
    Epoch 3:   3%|▎         | 979/33666 [00:37<20:41, 26.33it/s, loss=3.02, v_num=0]
    Epoch 3:   3%|▎         | 979/33666 [00:37<20:41, 26.33it/s, loss=3.03, v_num=0]
    Epoch 3:   3%|▎         | 980/33666 [00:37<20:41, 26.33it/s, loss=3.03, v_num=0]
    Epoch 3:   3%|▎         | 980/33666 [00:37<20:41, 26.33it/s, loss=3.02, v_num=0]
    Epoch 3:   3%|▎         | 981/33666 [00:37<20:41, 26.33it/s, loss=3.02, v_num=0]
    Epoch 3:   3%|▎         | 981/33666 [00:37<20:41, 26.33it/s, loss=3.1, v_num=0] 
    Epoch 3:   3%|▎         | 982/33666 [00:37<20:41, 26.33it/s, loss=3.1, v_num=0]
    Epoch 3:   3%|▎         | 982/33666 [00:37<20:41, 26.33it/s, loss=3.1, v_num=0]
    Epoch 3:   3%|▎         | 983/33666 [00:37<20:41, 26.32it/s, loss=3.1, v_num=0]
    Epoch 3:   3%|▎         | 983/33666 [00:37<20:41, 26.32it/s, loss=3.08, v_num=0]
    Epoch 3:   3%|▎         | 984/33666 [00:37<20:41, 26.32it/s, loss=3.08, v_num=0]
    Epoch 3:   3%|▎         | 984/33666 [00:37<20:41, 26.32it/s, loss=3.09, v_num=0]
    Epoch 3:   3%|▎         | 985/33666 [00:37<20:41, 26.32it/s, loss=3.09, v_num=0]
    Epoch 3:   3%|▎         | 985/33666 [00:37<20:41, 26.32it/s, loss=2.99, v_num=0]
    Epoch 3:   3%|▎         | 986/33666 [00:37<20:41, 26.32it/s, loss=2.99, v_num=0]
    Epoch 3:   3%|▎         | 986/33666 [00:37<20:41, 26.32it/s, loss=3.09, v_num=0]
    Epoch 3:   3%|▎         | 987/33666 [00:37<20:41, 26.32it/s, loss=3.09, v_num=0]
    Epoch 3:   3%|▎         | 987/33666 [00:37<20:41, 26.32it/s, loss=3.03, v_num=0]
    Epoch 3:   3%|▎         | 988/33666 [00:37<20:41, 26.32it/s, loss=3.03, v_num=0]
    Epoch 3:   3%|▎         | 988/33666 [00:37<20:41, 26.32it/s, loss=3.16, v_num=0]
    Epoch 3:   3%|▎         | 989/33666 [00:37<20:41, 26.32it/s, loss=3.16, v_num=0]
    Epoch 3:   3%|▎         | 989/33666 [00:37<20:41, 26.32it/s, loss=3.22, v_num=0]
    Epoch 3:   3%|▎         | 990/33666 [00:37<20:41, 26.32it/s, loss=3.22, v_num=0]
    Epoch 3:   3%|▎         | 990/33666 [00:37<20:41, 26.32it/s, loss=3.26, v_num=0]
    Epoch 3:   3%|▎         | 991/33666 [00:37<20:41, 26.32it/s, loss=3.26, v_num=0]
    Epoch 3:   3%|▎         | 991/33666 [00:37<20:41, 26.32it/s, loss=3.31, v_num=0]
    Epoch 3:   3%|▎         | 992/33666 [00:37<20:41, 26.32it/s, loss=3.31, v_num=0]
    Epoch 3:   3%|▎         | 992/33666 [00:37<20:41, 26.32it/s, loss=3.29, v_num=0]
    Epoch 3:   3%|▎         | 993/33666 [00:37<20:41, 26.32it/s, loss=3.29, v_num=0]
    Epoch 3:   3%|▎         | 993/33666 [00:37<20:41, 26.32it/s, loss=3.26, v_num=0]
    Epoch 3:   3%|▎         | 994/33666 [00:37<20:41, 26.32it/s, loss=3.26, v_num=0]
    Epoch 3:   3%|▎         | 994/33666 [00:37<20:41, 26.32it/s, loss=3.22, v_num=0]
    Epoch 3:   3%|▎         | 995/33666 [00:37<20:41, 26.32it/s, loss=3.22, v_num=0]
    Epoch 3:   3%|▎         | 995/33666 [00:37<20:41, 26.32it/s, loss=3.21, v_num=0]
    Epoch 3:   3%|▎         | 996/33666 [00:37<20:41, 26.32it/s, loss=3.21, v_num=0]
    Epoch 3:   3%|▎         | 996/33666 [00:37<20:41, 26.32it/s, loss=3.25, v_num=0]
    Epoch 3:   3%|▎         | 997/33666 [00:37<20:41, 26.32it/s, loss=3.25, v_num=0]
    Epoch 3:   3%|▎         | 997/33666 [00:37<20:41, 26.32it/s, loss=3.28, v_num=0]
    Epoch 3:   3%|▎         | 998/33666 [00:37<20:40, 26.32it/s, loss=3.28, v_num=0]
    Epoch 3:   3%|▎         | 998/33666 [00:37<20:40, 26.32it/s, loss=3.31, v_num=0]
    Epoch 3:   3%|▎         | 999/33666 [00:37<20:40, 26.32it/s, loss=3.31, v_num=0]
    Epoch 3:   3%|▎         | 999/33666 [00:37<20:40, 26.32it/s, loss=3.21, v_num=0]
    Epoch 3:   3%|▎         | 1000/33666 [00:37<20:40, 26.32it/s, loss=3.21, v_num=0]
    Epoch 3:   3%|▎         | 1000/33666 [00:37<20:40, 26.32it/s, loss=3.16, v_num=0]
    Epoch 3:   3%|▎         | 1001/33666 [00:38<20:40, 26.32it/s, loss=3.16, v_num=0]
    Epoch 3:   3%|▎         | 1001/33666 [00:38<20:40, 26.32it/s, loss=3.14, v_num=0]
    Epoch 3:   3%|▎         | 1002/33666 [00:38<20:40, 26.33it/s, loss=3.14, v_num=0]
    Epoch 3:   3%|▎         | 1002/33666 [00:38<20:40, 26.33it/s, loss=3.14, v_num=0]
    Epoch 3:   3%|▎         | 1003/33666 [00:38<20:40, 26.33it/s, loss=3.14, v_num=0]
    Epoch 3:   3%|▎         | 1003/33666 [00:38<20:40, 26.33it/s, loss=3.21, v_num=0]
    Epoch 3:   3%|▎         | 1004/33666 [00:38<20:40, 26.33it/s, loss=3.21, v_num=0]
    Epoch 3:   3%|▎         | 1004/33666 [00:38<20:40, 26.33it/s, loss=3.31, v_num=0]
    Epoch 3:   3%|▎         | 1005/33666 [00:38<20:40, 26.33it/s, loss=3.31, v_num=0]
    Epoch 3:   3%|▎         | 1005/33666 [00:38<20:40, 26.33it/s, loss=3.37, v_num=0]
    Epoch 3:   3%|▎         | 1006/33666 [00:38<20:40, 26.33it/s, loss=3.37, v_num=0]
    Epoch 3:   3%|▎         | 1006/33666 [00:38<20:40, 26.33it/s, loss=3.37, v_num=0]
    Epoch 3:   3%|▎         | 1007/33666 [00:38<20:40, 26.33it/s, loss=3.37, v_num=0]
    Epoch 3:   3%|▎         | 1007/33666 [00:38<20:40, 26.33it/s, loss=3.3, v_num=0] 
    Epoch 3:   3%|▎         | 1008/33666 [00:38<20:40, 26.33it/s, loss=3.3, v_num=0]
    Epoch 3:   3%|▎         | 1008/33666 [00:38<20:40, 26.33it/s, loss=3.17, v_num=0]
    Epoch 3:   3%|▎         | 1009/33666 [00:38<20:40, 26.33it/s, loss=3.17, v_num=0]
    Epoch 3:   3%|▎         | 1009/33666 [00:38<20:40, 26.33it/s, loss=3.16, v_num=0]
    Epoch 3:   3%|▎         | 1010/33666 [00:38<20:40, 26.33it/s, loss=3.16, v_num=0]
    Epoch 3:   3%|▎         | 1010/33666 [00:38<20:40, 26.33it/s, loss=3.17, v_num=0]
    Epoch 3:   3%|▎         | 1011/33666 [00:38<20:40, 26.33it/s, loss=3.17, v_num=0]
    Epoch 3:   3%|▎         | 1011/33666 [00:38<20:40, 26.33it/s, loss=3.16, v_num=0]
    Epoch 3:   3%|▎         | 1012/33666 [00:38<20:40, 26.33it/s, loss=3.16, v_num=0]
    Epoch 3:   3%|▎         | 1012/33666 [00:38<20:40, 26.33it/s, loss=3.17, v_num=0]
    Epoch 3:   3%|▎         | 1013/33666 [00:38<20:40, 26.33it/s, loss=3.17, v_num=0]
    Epoch 3:   3%|▎         | 1013/33666 [00:38<20:40, 26.33it/s, loss=3.12, v_num=0]
    Epoch 3:   3%|▎         | 1014/33666 [00:38<20:40, 26.33it/s, loss=3.12, v_num=0]
    Epoch 3:   3%|▎         | 1014/33666 [00:38<20:40, 26.33it/s, loss=3.15, v_num=0]
    Epoch 3:   3%|▎         | 1015/33666 [00:38<20:40, 26.33it/s, loss=3.15, v_num=0]
    Epoch 3:   3%|▎         | 1015/33666 [00:38<20:40, 26.33it/s, loss=3.23, v_num=0]
    Epoch 3:   3%|▎         | 1016/33666 [00:38<20:40, 26.33it/s, loss=3.23, v_num=0]
    Epoch 3:   3%|▎         | 1016/33666 [00:38<20:40, 26.33it/s, loss=3.23, v_num=0]
    Epoch 3:   3%|▎         | 1017/33666 [00:38<20:39, 26.33it/s, loss=3.23, v_num=0]
    Epoch 3:   3%|▎         | 1017/33666 [00:38<20:39, 26.33it/s, loss=3.23, v_num=0]
    Epoch 3:   3%|▎         | 1018/33666 [00:38<20:39, 26.33it/s, loss=3.23, v_num=0]
    Epoch 3:   3%|▎         | 1018/33666 [00:38<20:39, 26.33it/s, loss=3.23, v_num=0]
    Epoch 3:   3%|▎         | 1019/33666 [00:38<20:39, 26.33it/s, loss=3.23, v_num=0]
    Epoch 3:   3%|▎         | 1019/33666 [00:38<20:39, 26.33it/s, loss=3.37, v_num=0]
    Epoch 3:   3%|▎         | 1020/33666 [00:38<20:39, 26.33it/s, loss=3.37, v_num=0]
    Epoch 3:   3%|▎         | 1020/33666 [00:38<20:39, 26.33it/s, loss=3.48, v_num=0]
    Epoch 3:   3%|▎         | 1021/33666 [00:38<20:39, 26.34it/s, loss=3.48, v_num=0]
    Epoch 3:   3%|▎         | 1021/33666 [00:38<20:39, 26.34it/s, loss=3.56, v_num=0]
    Epoch 3:   3%|▎         | 1022/33666 [00:38<20:39, 26.34it/s, loss=3.56, v_num=0]
    Epoch 3:   3%|▎         | 1022/33666 [00:38<20:39, 26.34it/s, loss=3.65, v_num=0]
    Epoch 3:   3%|▎         | 1023/33666 [00:38<20:39, 26.34it/s, loss=3.65, v_num=0]
    Epoch 3:   3%|▎         | 1023/33666 [00:38<20:39, 26.34it/s, loss=3.61, v_num=0]
    Epoch 3:   3%|▎         | 1024/33666 [00:38<20:39, 26.34it/s, loss=3.61, v_num=0]
    Epoch 3:   3%|▎         | 1024/33666 [00:38<20:39, 26.34it/s, loss=3.62, v_num=0]
    Epoch 3:   3%|▎         | 1025/33666 [00:38<20:39, 26.34it/s, loss=3.62, v_num=0]
    Epoch 3:   3%|▎         | 1025/33666 [00:38<20:39, 26.34it/s, loss=3.64, v_num=0]
    Epoch 3:   3%|▎         | 1026/33666 [00:38<20:39, 26.34it/s, loss=3.64, v_num=0]
    Epoch 3:   3%|▎         | 1026/33666 [00:38<20:39, 26.34it/s, loss=3.62, v_num=0]
    Epoch 3:   3%|▎         | 1027/33666 [00:38<20:39, 26.34it/s, loss=3.62, v_num=0]
    Epoch 3:   3%|▎         | 1027/33666 [00:38<20:39, 26.34it/s, loss=3.73, v_num=0]
    Epoch 3:   3%|▎         | 1028/33666 [00:39<20:39, 26.34it/s, loss=3.73, v_num=0]
    Epoch 3:   3%|▎         | 1028/33666 [00:39<20:39, 26.34it/s, loss=3.76, v_num=0]
    Epoch 3:   3%|▎         | 1029/33666 [00:39<20:38, 26.34it/s, loss=3.76, v_num=0]
    Epoch 3:   3%|▎         | 1029/33666 [00:39<20:39, 26.34it/s, loss=3.76, v_num=0]
    Epoch 3:   3%|▎         | 1030/33666 [00:39<20:38, 26.34it/s, loss=3.76, v_num=0]
    Epoch 3:   3%|▎         | 1030/33666 [00:39<20:38, 26.34it/s, loss=3.72, v_num=0]
    Epoch 3:   3%|▎         | 1031/33666 [00:39<20:38, 26.34it/s, loss=3.72, v_num=0]
    Epoch 3:   3%|▎         | 1031/33666 [00:39<20:38, 26.34it/s, loss=3.65, v_num=0]
    Epoch 3:   3%|▎         | 1032/33666 [00:39<20:38, 26.34it/s, loss=3.65, v_num=0]
    Epoch 3:   3%|▎         | 1032/33666 [00:39<20:38, 26.34it/s, loss=3.65, v_num=0]
    Epoch 3:   3%|▎         | 1033/33666 [00:39<20:38, 26.34it/s, loss=3.65, v_num=0]
    Epoch 3:   3%|▎         | 1033/33666 [00:39<20:38, 26.34it/s, loss=3.7, v_num=0] 
    Epoch 3:   3%|▎         | 1034/33666 [00:39<20:38, 26.34it/s, loss=3.7, v_num=0]
    Epoch 3:   3%|▎         | 1034/33666 [00:39<20:38, 26.34it/s, loss=3.7, v_num=0]
    Epoch 3:   3%|▎         | 1035/33666 [00:39<20:38, 26.34it/s, loss=3.7, v_num=0]
    Epoch 3:   3%|▎         | 1035/33666 [00:39<20:38, 26.34it/s, loss=3.71, v_num=0]
    Epoch 3:   3%|▎         | 1036/33666 [00:39<20:38, 26.34it/s, loss=3.71, v_num=0]
    Epoch 3:   3%|▎         | 1036/33666 [00:39<20:38, 26.34it/s, loss=3.73, v_num=0]
    Epoch 3:   3%|▎         | 1037/33666 [00:39<20:38, 26.34it/s, loss=3.73, v_num=0]
    Epoch 3:   3%|▎         | 1037/33666 [00:39<20:38, 26.34it/s, loss=3.72, v_num=0]
    Epoch 3:   3%|▎         | 1038/33666 [00:39<20:38, 26.34it/s, loss=3.72, v_num=0]
    Epoch 3:   3%|▎         | 1038/33666 [00:39<20:38, 26.34it/s, loss=3.75, v_num=0]
    Epoch 3:   3%|▎         | 1039/33666 [00:39<20:38, 26.34it/s, loss=3.75, v_num=0]
    Epoch 3:   3%|▎         | 1039/33666 [00:39<20:38, 26.34it/s, loss=3.68, v_num=0]
    Epoch 3:   3%|▎         | 1040/33666 [00:39<20:38, 26.34it/s, loss=3.68, v_num=0]
    Epoch 3:   3%|▎         | 1040/33666 [00:39<20:38, 26.34it/s, loss=3.62, v_num=0]
    Epoch 3:   3%|▎         | 1041/33666 [00:39<20:38, 26.35it/s, loss=3.62, v_num=0]
    Epoch 3:   3%|▎         | 1041/33666 [00:39<20:38, 26.34it/s, loss=3.62, v_num=0]
    Epoch 3:   3%|▎         | 1042/33666 [00:39<20:38, 26.35it/s, loss=3.62, v_num=0]
    Epoch 3:   3%|▎         | 1042/33666 [00:39<20:38, 26.35it/s, loss=3.58, v_num=0]
    Epoch 3:   3%|▎         | 1043/33666 [00:39<20:38, 26.35it/s, loss=3.58, v_num=0]
    Epoch 3:   3%|▎         | 1043/33666 [00:39<20:38, 26.35it/s, loss=3.66, v_num=0]
    Epoch 3:   3%|▎         | 1044/33666 [00:39<20:38, 26.35it/s, loss=3.66, v_num=0]
    Epoch 3:   3%|▎         | 1044/33666 [00:39<20:38, 26.35it/s, loss=3.6, v_num=0] 
    Epoch 3:   3%|▎         | 1045/33666 [00:39<20:38, 26.35it/s, loss=3.6, v_num=0]
    Epoch 3:   3%|▎         | 1045/33666 [00:39<20:38, 26.35it/s, loss=3.61, v_num=0]
    Epoch 3:   3%|▎         | 1046/33666 [00:39<20:37, 26.35it/s, loss=3.61, v_num=0]
    Epoch 3:   3%|▎         | 1046/33666 [00:39<20:37, 26.35it/s, loss=3.69, v_num=0]
    Epoch 3:   3%|▎         | 1047/33666 [00:39<20:37, 26.35it/s, loss=3.69, v_num=0]
    Epoch 3:   3%|▎         | 1047/33666 [00:39<20:37, 26.35it/s, loss=3.73, v_num=0]
    Epoch 3:   3%|▎         | 1048/33666 [00:39<20:37, 26.35it/s, loss=3.73, v_num=0]
    Epoch 3:   3%|▎         | 1048/33666 [00:39<20:37, 26.35it/s, loss=3.77, v_num=0]
    Epoch 3:   3%|▎         | 1049/33666 [00:39<20:37, 26.35it/s, loss=3.77, v_num=0]
    Epoch 3:   3%|▎         | 1049/33666 [00:39<20:37, 26.35it/s, loss=3.82, v_num=0]
    Epoch 3:   3%|▎         | 1050/33666 [00:39<20:37, 26.36it/s, loss=3.82, v_num=0]
    Epoch 3:   3%|▎         | 1050/33666 [00:39<20:37, 26.36it/s, loss=3.77, v_num=0]
    Epoch 3:   3%|▎         | 1051/33666 [00:39<20:37, 26.36it/s, loss=3.77, v_num=0]
    Epoch 3:   3%|▎         | 1051/33666 [00:39<20:37, 26.36it/s, loss=3.79, v_num=0]
    Epoch 3:   3%|▎         | 1052/33666 [00:39<20:37, 26.36it/s, loss=3.79, v_num=0]
    Epoch 3:   3%|▎         | 1052/33666 [00:39<20:37, 26.36it/s, loss=3.74, v_num=0]
    Epoch 3:   3%|▎         | 1053/33666 [00:39<20:36, 26.37it/s, loss=3.74, v_num=0]
    Epoch 3:   3%|▎         | 1053/33666 [00:39<20:36, 26.37it/s, loss=3.64, v_num=0]
    Epoch 3:   3%|▎         | 1054/33666 [00:39<20:36, 26.37it/s, loss=3.64, v_num=0]
    Epoch 3:   3%|▎         | 1054/33666 [00:39<20:36, 26.37it/s, loss=3.64, v_num=0]
    Epoch 3:   3%|▎         | 1055/33666 [00:40<20:36, 26.37it/s, loss=3.64, v_num=0]
    Epoch 3:   3%|▎         | 1055/33666 [00:40<20:36, 26.37it/s, loss=3.57, v_num=0]
    Epoch 3:   3%|▎         | 1056/33666 [00:40<20:36, 26.38it/s, loss=3.57, v_num=0]
    Epoch 3:   3%|▎         | 1056/33666 [00:40<20:36, 26.38it/s, loss=3.65, v_num=0]
    Epoch 3:   3%|▎         | 1057/33666 [00:40<20:36, 26.38it/s, loss=3.65, v_num=0]
    Epoch 3:   3%|▎         | 1057/33666 [00:40<20:36, 26.38it/s, loss=3.64, v_num=0]
    Epoch 3:   3%|▎         | 1058/33666 [00:40<20:36, 26.38it/s, loss=3.64, v_num=0]
    Epoch 3:   3%|▎         | 1058/33666 [00:40<20:36, 26.38it/s, loss=3.63, v_num=0]
    Epoch 3:   3%|▎         | 1059/33666 [00:40<20:36, 26.38it/s, loss=3.63, v_num=0]
    Epoch 3:   3%|▎         | 1059/33666 [00:40<20:36, 26.38it/s, loss=3.66, v_num=0]
    Epoch 3:   3%|▎         | 1060/33666 [00:40<20:36, 26.37it/s, loss=3.66, v_num=0]
    Epoch 3:   3%|▎         | 1060/33666 [00:40<20:36, 26.37it/s, loss=3.65, v_num=0]
    Epoch 3:   3%|▎         | 1061/33666 [00:40<20:36, 26.37it/s, loss=3.65, v_num=0]
    Epoch 3:   3%|▎         | 1061/33666 [00:40<20:36, 26.37it/s, loss=3.59, v_num=0]
    Epoch 3:   3%|▎         | 1062/33666 [00:40<20:36, 26.37it/s, loss=3.59, v_num=0]
    Epoch 3:   3%|▎         | 1062/33666 [00:40<20:36, 26.37it/s, loss=3.55, v_num=0]
    Epoch 3:   3%|▎         | 1063/33666 [00:40<20:36, 26.37it/s, loss=3.55, v_num=0]
    Epoch 3:   3%|▎         | 1063/33666 [00:40<20:36, 26.37it/s, loss=3.51, v_num=0]
    Epoch 3:   3%|▎         | 1064/33666 [00:40<20:36, 26.37it/s, loss=3.51, v_num=0]
    Epoch 3:   3%|▎         | 1064/33666 [00:40<20:36, 26.37it/s, loss=3.51, v_num=0]
    Epoch 3:   3%|▎         | 1065/33666 [00:40<20:36, 26.37it/s, loss=3.51, v_num=0]
    Epoch 3:   3%|▎         | 1065/33666 [00:40<20:36, 26.37it/s, loss=3.46, v_num=0]
    Epoch 3:   3%|▎         | 1066/33666 [00:40<20:36, 26.38it/s, loss=3.46, v_num=0]
    Epoch 3:   3%|▎         | 1066/33666 [00:40<20:36, 26.37it/s, loss=3.38, v_num=0]
    Epoch 3:   3%|▎         | 1067/33666 [00:40<20:35, 26.38it/s, loss=3.38, v_num=0]
    Epoch 3:   3%|▎         | 1067/33666 [00:40<20:35, 26.38it/s, loss=3.26, v_num=0]
    Epoch 3:   3%|▎         | 1068/33666 [00:40<20:35, 26.38it/s, loss=3.26, v_num=0]
    Epoch 3:   3%|▎         | 1068/33666 [00:40<20:35, 26.38it/s, loss=3.22, v_num=0]
    Epoch 3:   3%|▎         | 1069/33666 [00:40<20:35, 26.38it/s, loss=3.22, v_num=0]
    Epoch 3:   3%|▎         | 1069/33666 [00:40<20:35, 26.38it/s, loss=3.17, v_num=0]
    Epoch 3:   3%|▎         | 1070/33666 [00:40<20:35, 26.38it/s, loss=3.17, v_num=0]
    Epoch 3:   3%|▎         | 1070/33666 [00:40<20:35, 26.38it/s, loss=3.2, v_num=0] 
    Epoch 3:   3%|▎         | 1071/33666 [00:40<20:35, 26.37it/s, loss=3.2, v_num=0]
    Epoch 3:   3%|▎         | 1071/33666 [00:40<20:35, 26.37it/s, loss=3.17, v_num=0]
    Epoch 3:   3%|▎         | 1072/33666 [00:40<20:36, 26.37it/s, loss=3.17, v_num=0]
    Epoch 3:   3%|▎         | 1072/33666 [00:40<20:36, 26.37it/s, loss=3.16, v_num=0]
    Epoch 3:   3%|▎         | 1073/33666 [00:40<20:35, 26.37it/s, loss=3.16, v_num=0]
    Epoch 3:   3%|▎         | 1073/33666 [00:40<20:35, 26.37it/s, loss=3.29, v_num=0]
    Epoch 3:   3%|▎         | 1074/33666 [00:40<20:35, 26.37it/s, loss=3.29, v_num=0]
    Epoch 3:   3%|▎         | 1074/33666 [00:40<20:35, 26.37it/s, loss=3.27, v_num=0]
    Epoch 3:   3%|▎         | 1075/33666 [00:40<20:35, 26.37it/s, loss=3.27, v_num=0]
    Epoch 3:   3%|▎         | 1075/33666 [00:40<20:35, 26.37it/s, loss=3.32, v_num=0]
    Epoch 3:   3%|▎         | 1076/33666 [00:40<20:35, 26.37it/s, loss=3.32, v_num=0]
    Epoch 3:   3%|▎         | 1076/33666 [00:40<20:35, 26.37it/s, loss=3.18, v_num=0]
    Epoch 3:   3%|▎         | 1077/33666 [00:40<20:35, 26.37it/s, loss=3.18, v_num=0]
    Epoch 3:   3%|▎         | 1077/33666 [00:40<20:35, 26.37it/s, loss=3.28, v_num=0]
    Epoch 3:   3%|▎         | 1078/33666 [00:40<20:35, 26.37it/s, loss=3.28, v_num=0]
    Epoch 3:   3%|▎         | 1078/33666 [00:40<20:35, 26.37it/s, loss=3.3, v_num=0] 
    Epoch 3:   3%|▎         | 1079/33666 [00:40<20:35, 26.37it/s, loss=3.3, v_num=0]
    Epoch 3:   3%|▎         | 1079/33666 [00:40<20:35, 26.37it/s, loss=3.24, v_num=0]
    Epoch 3:   3%|▎         | 1080/33666 [00:40<20:35, 26.37it/s, loss=3.24, v_num=0]
    Epoch 3:   3%|▎         | 1080/33666 [00:40<20:35, 26.37it/s, loss=3.25, v_num=0]
    Epoch 3:   3%|▎         | 1081/33666 [00:40<20:35, 26.37it/s, loss=3.25, v_num=0]
    Epoch 3:   3%|▎         | 1081/33666 [00:40<20:35, 26.37it/s, loss=3.19, v_num=0]
    Epoch 3:   3%|▎         | 1082/33666 [00:41<20:35, 26.37it/s, loss=3.19, v_num=0]
    Epoch 3:   3%|▎         | 1082/33666 [00:41<20:35, 26.37it/s, loss=3.23, v_num=0]
    Epoch 3:   3%|▎         | 1083/33666 [00:41<20:35, 26.37it/s, loss=3.23, v_num=0]
    Epoch 3:   3%|▎         | 1083/33666 [00:41<20:35, 26.37it/s, loss=3.18, v_num=0]
    Epoch 3:   3%|▎         | 1084/33666 [00:41<20:35, 26.37it/s, loss=3.18, v_num=0]
    Epoch 3:   3%|▎         | 1084/33666 [00:41<20:35, 26.37it/s, loss=3.14, v_num=0]
    Epoch 3:   3%|▎         | 1085/33666 [00:41<20:35, 26.37it/s, loss=3.14, v_num=0]
    Epoch 3:   3%|▎         | 1085/33666 [00:41<20:35, 26.37it/s, loss=3.09, v_num=0]
    Epoch 3:   3%|▎         | 1086/33666 [00:41<20:35, 26.37it/s, loss=3.09, v_num=0]
    Epoch 3:   3%|▎         | 1086/33666 [00:41<20:35, 26.37it/s, loss=3.05, v_num=0]
    Epoch 3:   3%|▎         | 1087/33666 [00:41<20:35, 26.37it/s, loss=3.05, v_num=0]
    Epoch 3:   3%|▎         | 1087/33666 [00:41<20:35, 26.37it/s, loss=3.1, v_num=0] 
    Epoch 3:   3%|▎         | 1088/33666 [00:41<20:35, 26.37it/s, loss=3.1, v_num=0]
    Epoch 3:   3%|▎         | 1088/33666 [00:41<20:35, 26.37it/s, loss=3.07, v_num=0]
    Epoch 3:   3%|▎         | 1089/33666 [00:41<20:35, 26.37it/s, loss=3.07, v_num=0]
    Epoch 3:   3%|▎         | 1089/33666 [00:41<20:35, 26.37it/s, loss=3.07, v_num=0]
    Epoch 3:   3%|▎         | 1090/33666 [00:41<20:35, 26.37it/s, loss=3.07, v_num=0]
    Epoch 3:   3%|▎         | 1090/33666 [00:41<20:35, 26.36it/s, loss=3.12, v_num=0]
    Epoch 3:   3%|▎         | 1091/33666 [00:41<20:35, 26.36it/s, loss=3.12, v_num=0]
    Epoch 3:   3%|▎         | 1091/33666 [00:41<20:35, 26.36it/s, loss=3.12, v_num=0]
    Epoch 3:   3%|▎         | 1092/33666 [00:41<20:35, 26.36it/s, loss=3.12, v_num=0]
    Epoch 3:   3%|▎         | 1092/33666 [00:41<20:35, 26.36it/s, loss=3.13, v_num=0]
    Epoch 3:   3%|▎         | 1093/33666 [00:41<20:35, 26.36it/s, loss=3.13, v_num=0]
    Epoch 3:   3%|▎         | 1093/33666 [00:41<20:35, 26.36it/s, loss=3.13, v_num=0]
    Epoch 3:   3%|▎         | 1094/33666 [00:41<20:35, 26.36it/s, loss=3.13, v_num=0]
    Epoch 3:   3%|▎         | 1094/33666 [00:41<20:35, 26.36it/s, loss=3.1, v_num=0] 
    Epoch 3:   3%|▎         | 1095/33666 [00:41<20:35, 26.36it/s, loss=3.1, v_num=0]
    Epoch 3:   3%|▎         | 1095/33666 [00:41<20:35, 26.36it/s, loss=3.18, v_num=0]
    Epoch 3:   3%|▎         | 1096/33666 [00:41<20:35, 26.36it/s, loss=3.18, v_num=0]
    Epoch 3:   3%|▎         | 1096/33666 [00:41<20:35, 26.36it/s, loss=3.27, v_num=0]
    Epoch 3:   3%|▎         | 1097/33666 [00:41<20:35, 26.36it/s, loss=3.27, v_num=0]
    Epoch 3:   3%|▎         | 1097/33666 [00:41<20:35, 26.36it/s, loss=3.27, v_num=0]
    Epoch 3:   3%|▎         | 1098/33666 [00:41<20:35, 26.36it/s, loss=3.27, v_num=0]
    Epoch 3:   3%|▎         | 1098/33666 [00:41<20:35, 26.36it/s, loss=3.21, v_num=0]
    Epoch 3:   3%|▎         | 1099/33666 [00:41<20:35, 26.36it/s, loss=3.21, v_num=0]
    Epoch 3:   3%|▎         | 1099/33666 [00:41<20:35, 26.36it/s, loss=3.32, v_num=0]
    Epoch 3:   3%|▎         | 1100/33666 [00:41<20:35, 26.36it/s, loss=3.32, v_num=0]
    Epoch 3:   3%|▎         | 1100/33666 [00:41<20:35, 26.36it/s, loss=3.35, v_num=0]
    Epoch 3:   3%|▎         | 1101/33666 [00:41<20:35, 26.35it/s, loss=3.35, v_num=0]
    Epoch 3:   3%|▎         | 1101/33666 [00:41<20:35, 26.35it/s, loss=3.35, v_num=0]
    Epoch 3:   3%|▎         | 1102/33666 [00:41<20:35, 26.35it/s, loss=3.35, v_num=0]
    Epoch 3:   3%|▎         | 1102/33666 [00:41<20:35, 26.35it/s, loss=3.3, v_num=0] 
    Epoch 3:   3%|▎         | 1103/33666 [00:41<20:35, 26.35it/s, loss=3.3, v_num=0]
    Epoch 3:   3%|▎         | 1103/33666 [00:41<20:35, 26.35it/s, loss=3.36, v_num=0]
    Epoch 3:   3%|▎         | 1104/33666 [00:41<20:35, 26.35it/s, loss=3.36, v_num=0]
    Epoch 3:   3%|▎         | 1104/33666 [00:41<20:35, 26.35it/s, loss=3.45, v_num=0]
    Epoch 3:   3%|▎         | 1105/33666 [00:41<20:35, 26.35it/s, loss=3.45, v_num=0]
    Epoch 3:   3%|▎         | 1105/33666 [00:41<20:35, 26.35it/s, loss=3.53, v_num=0]
    Epoch 3:   3%|▎         | 1106/33666 [00:41<20:35, 26.35it/s, loss=3.53, v_num=0]
    Epoch 3:   3%|▎         | 1106/33666 [00:41<20:35, 26.35it/s, loss=3.59, v_num=0]
    Epoch 3:   3%|▎         | 1107/33666 [00:42<20:35, 26.35it/s, loss=3.59, v_num=0]
    Epoch 3:   3%|▎         | 1107/33666 [00:42<20:35, 26.35it/s, loss=3.6, v_num=0] 
    Epoch 3:   3%|▎         | 1108/33666 [00:42<20:35, 26.35it/s, loss=3.6, v_num=0]
    Epoch 3:   3%|▎         | 1108/33666 [00:42<20:35, 26.35it/s, loss=3.63, v_num=0]
    Epoch 3:   3%|▎         | 1109/33666 [00:42<20:35, 26.35it/s, loss=3.63, v_num=0]
    Epoch 3:   3%|▎         | 1109/33666 [00:42<20:35, 26.35it/s, loss=3.64, v_num=0]
    Epoch 3:   3%|▎         | 1110/33666 [00:42<20:35, 26.35it/s, loss=3.64, v_num=0]
    Epoch 3:   3%|▎         | 1110/33666 [00:42<20:35, 26.35it/s, loss=3.63, v_num=0]
    Epoch 3:   3%|▎         | 1111/33666 [00:42<20:35, 26.34it/s, loss=3.63, v_num=0]
    Epoch 3:   3%|▎         | 1111/33666 [00:42<20:35, 26.34it/s, loss=3.64, v_num=0]
    Epoch 3:   3%|▎         | 1112/33666 [00:42<20:35, 26.34it/s, loss=3.64, v_num=0]
    Epoch 3:   3%|▎         | 1112/33666 [00:42<20:35, 26.34it/s, loss=3.65, v_num=0]
    Epoch 3:   3%|▎         | 1113/33666 [00:42<20:35, 26.34it/s, loss=3.65, v_num=0]
    Epoch 3:   3%|▎         | 1113/33666 [00:42<20:35, 26.34it/s, loss=3.64, v_num=0]
    Epoch 3:   3%|▎         | 1114/33666 [00:42<20:35, 26.34it/s, loss=3.64, v_num=0]
    Epoch 3:   3%|▎         | 1114/33666 [00:42<20:35, 26.34it/s, loss=3.7, v_num=0] 
    Epoch 3:   3%|▎         | 1115/33666 [00:42<20:35, 26.34it/s, loss=3.7, v_num=0]
    Epoch 3:   3%|▎         | 1115/33666 [00:42<20:35, 26.34it/s, loss=3.63, v_num=0]
    Epoch 3:   3%|▎         | 1116/33666 [00:42<20:36, 26.33it/s, loss=3.63, v_num=0]
    Epoch 3:   3%|▎         | 1116/33666 [00:42<20:36, 26.33it/s, loss=3.58, v_num=0]
    Epoch 3:   3%|▎         | 1117/33666 [00:42<20:36, 26.33it/s, loss=3.58, v_num=0]
    Epoch 3:   3%|▎         | 1117/33666 [00:42<20:36, 26.33it/s, loss=3.47, v_num=0]
    Epoch 3:   3%|▎         | 1118/33666 [00:42<20:36, 26.33it/s, loss=3.47, v_num=0]
    Epoch 3:   3%|▎         | 1118/33666 [00:42<20:36, 26.33it/s, loss=3.51, v_num=0]
    Epoch 3:   3%|▎         | 1119/33666 [00:42<20:36, 26.33it/s, loss=3.51, v_num=0]
    Epoch 3:   3%|▎         | 1119/33666 [00:42<20:36, 26.32it/s, loss=3.44, v_num=0]
    Epoch 3:   3%|▎         | 1120/33666 [00:42<20:36, 26.32it/s, loss=3.44, v_num=0]
    Epoch 3:   3%|▎         | 1120/33666 [00:42<20:36, 26.32it/s, loss=3.51, v_num=0]
    Epoch 3:   3%|▎         | 1121/33666 [00:42<20:36, 26.32it/s, loss=3.51, v_num=0]
    Epoch 3:   3%|▎         | 1121/33666 [00:42<20:36, 26.32it/s, loss=3.53, v_num=0]
    Epoch 3:   3%|▎         | 1122/33666 [00:42<20:36, 26.32it/s, loss=3.53, v_num=0]
    Epoch 3:   3%|▎         | 1122/33666 [00:42<20:36, 26.32it/s, loss=3.57, v_num=0]
    Epoch 3:   3%|▎         | 1123/33666 [00:42<20:36, 26.31it/s, loss=3.57, v_num=0]
    Epoch 3:   3%|▎         | 1123/33666 [00:42<20:36, 26.31it/s, loss=3.66, v_num=0]
    Epoch 3:   3%|▎         | 1124/33666 [00:42<20:36, 26.31it/s, loss=3.66, v_num=0]
    Epoch 3:   3%|▎         | 1124/33666 [00:42<20:36, 26.31it/s, loss=3.65, v_num=0]
    Epoch 3:   3%|▎         | 1125/33666 [00:42<20:36, 26.31it/s, loss=3.65, v_num=0]
    Epoch 3:   3%|▎         | 1125/33666 [00:42<20:36, 26.31it/s, loss=3.68, v_num=0]
    Epoch 3:   3%|▎         | 1126/33666 [00:42<20:37, 26.30it/s, loss=3.68, v_num=0]
    Epoch 3:   3%|▎         | 1126/33666 [00:42<20:37, 26.30it/s, loss=3.65, v_num=0]
    Epoch 3:   3%|▎         | 1127/33666 [00:42<20:37, 26.30it/s, loss=3.65, v_num=0]
    Epoch 3:   3%|▎         | 1127/33666 [00:42<20:37, 26.30it/s, loss=3.68, v_num=0]
    Epoch 3:   3%|▎         | 1128/33666 [00:42<20:37, 26.30it/s, loss=3.68, v_num=0]
    Epoch 3:   3%|▎         | 1128/33666 [00:42<20:37, 26.30it/s, loss=3.7, v_num=0] 
    Epoch 3:   3%|▎         | 1129/33666 [00:42<20:37, 26.30it/s, loss=3.7, v_num=0]
    Epoch 3:   3%|▎         | 1129/33666 [00:42<20:37, 26.30it/s, loss=3.7, v_num=0]
    Epoch 3:   3%|▎         | 1130/33666 [00:42<20:37, 26.30it/s, loss=3.7, v_num=0]
    Epoch 3:   3%|▎         | 1130/33666 [00:42<20:37, 26.30it/s, loss=3.61, v_num=0]
    Epoch 3:   3%|▎         | 1131/33666 [00:43<20:37, 26.30it/s, loss=3.61, v_num=0]
    Epoch 3:   3%|▎         | 1131/33666 [00:43<20:37, 26.30it/s, loss=3.59, v_num=0]
    Epoch 3:   3%|▎         | 1132/33666 [00:43<20:37, 26.30it/s, loss=3.59, v_num=0]
    Epoch 3:   3%|▎         | 1132/33666 [00:43<20:37, 26.30it/s, loss=3.59, v_num=0]
    Epoch 3:   3%|▎         | 1133/33666 [00:43<20:37, 26.30it/s, loss=3.59, v_num=0]
    Epoch 3:   3%|▎         | 1133/33666 [00:43<20:37, 26.30it/s, loss=3.64, v_num=0]
    Epoch 3:   3%|▎         | 1134/33666 [00:43<20:37, 26.30it/s, loss=3.64, v_num=0]
    Epoch 3:   3%|▎         | 1134/33666 [00:43<20:37, 26.30it/s, loss=3.66, v_num=0]
    Epoch 3:   3%|▎         | 1135/33666 [00:43<20:36, 26.30it/s, loss=3.66, v_num=0]
    Epoch 3:   3%|▎         | 1135/33666 [00:43<20:36, 26.30it/s, loss=3.61, v_num=0]
    Epoch 3:   3%|▎         | 1136/33666 [00:43<20:36, 26.30it/s, loss=3.61, v_num=0]
    Epoch 3:   3%|▎         | 1136/33666 [00:43<20:36, 26.30it/s, loss=3.66, v_num=0]
    Epoch 3:   3%|▎         | 1137/33666 [00:43<20:36, 26.30it/s, loss=3.66, v_num=0]
    Epoch 3:   3%|▎         | 1137/33666 [00:43<20:36, 26.30it/s, loss=3.68, v_num=0]
    Epoch 3:   3%|▎         | 1138/33666 [00:43<20:36, 26.30it/s, loss=3.68, v_num=0]
    Epoch 3:   3%|▎         | 1138/33666 [00:43<20:36, 26.30it/s, loss=3.71, v_num=0]
    Epoch 3:   3%|▎         | 1139/33666 [00:43<20:36, 26.30it/s, loss=3.71, v_num=0]
    Epoch 3:   3%|▎         | 1139/33666 [00:43<20:36, 26.30it/s, loss=3.79, v_num=0]
    Epoch 3:   3%|▎         | 1140/33666 [00:43<20:36, 26.30it/s, loss=3.79, v_num=0]
    Epoch 3:   3%|▎         | 1140/33666 [00:43<20:36, 26.30it/s, loss=3.71, v_num=0]
    Epoch 3:   3%|▎         | 1141/33666 [00:43<20:36, 26.30it/s, loss=3.71, v_num=0]
    Epoch 3:   3%|▎         | 1141/33666 [00:43<20:36, 26.30it/s, loss=3.81, v_num=0]
    Epoch 3:   3%|▎         | 1142/33666 [00:43<20:36, 26.30it/s, loss=3.81, v_num=0]
    Epoch 3:   3%|▎         | 1142/33666 [00:43<20:36, 26.30it/s, loss=3.76, v_num=0]
    Epoch 3:   3%|▎         | 1143/33666 [00:43<20:36, 26.30it/s, loss=3.76, v_num=0]
    Epoch 3:   3%|▎         | 1143/33666 [00:43<20:36, 26.30it/s, loss=3.74, v_num=0]
    Epoch 3:   3%|▎         | 1144/33666 [00:43<20:36, 26.30it/s, loss=3.74, v_num=0]
    Epoch 3:   3%|▎         | 1144/33666 [00:43<20:36, 26.30it/s, loss=3.73, v_num=0]
    Epoch 3:   3%|▎         | 1145/33666 [00:43<20:36, 26.30it/s, loss=3.73, v_num=0]
    Epoch 3:   3%|▎         | 1145/33666 [00:43<20:36, 26.30it/s, loss=3.66, v_num=0]
    Epoch 3:   3%|▎         | 1146/33666 [00:43<20:36, 26.30it/s, loss=3.66, v_num=0]
    Epoch 3:   3%|▎         | 1146/33666 [00:43<20:36, 26.30it/s, loss=3.69, v_num=0]
    Epoch 3:   3%|▎         | 1147/33666 [00:43<20:36, 26.30it/s, loss=3.69, v_num=0]
    Epoch 3:   3%|▎         | 1147/33666 [00:43<20:36, 26.30it/s, loss=3.59, v_num=0]
    Epoch 3:   3%|▎         | 1148/33666 [00:43<20:36, 26.30it/s, loss=3.59, v_num=0]
    Epoch 3:   3%|▎         | 1148/33666 [00:43<20:36, 26.30it/s, loss=3.63, v_num=0]
    Epoch 3:   3%|▎         | 1149/33666 [00:43<20:36, 26.30it/s, loss=3.63, v_num=0]
    Epoch 3:   3%|▎         | 1149/33666 [00:43<20:36, 26.30it/s, loss=3.63, v_num=0]
    Epoch 3:   3%|▎         | 1150/33666 [00:43<20:36, 26.30it/s, loss=3.63, v_num=0]
    Epoch 3:   3%|▎         | 1150/33666 [00:43<20:36, 26.30it/s, loss=3.63, v_num=0]
    Epoch 3:   3%|▎         | 1151/33666 [00:43<20:36, 26.30it/s, loss=3.63, v_num=0]
    Epoch 3:   3%|▎         | 1151/33666 [00:43<20:36, 26.30it/s, loss=3.7, v_num=0] 
    Epoch 3:   3%|▎         | 1152/33666 [00:43<20:36, 26.30it/s, loss=3.7, v_num=0]
    Epoch 3:   3%|▎         | 1152/33666 [00:43<20:36, 26.30it/s, loss=3.67, v_num=0]
    Epoch 3:   3%|▎         | 1153/33666 [00:43<20:36, 26.30it/s, loss=3.67, v_num=0]
    Epoch 3:   3%|▎         | 1153/33666 [00:43<20:36, 26.30it/s, loss=3.66, v_num=0]
    Epoch 3:   3%|▎         | 1154/33666 [00:43<20:35, 26.31it/s, loss=3.66, v_num=0]
    Epoch 3:   3%|▎         | 1154/33666 [00:43<20:35, 26.31it/s, loss=3.63, v_num=0]
    Epoch 3:   3%|▎         | 1155/33666 [00:43<20:35, 26.31it/s, loss=3.63, v_num=0]
    Epoch 3:   3%|▎         | 1155/33666 [00:43<20:35, 26.31it/s, loss=3.63, v_num=0]
    Epoch 3:   3%|▎         | 1156/33666 [00:43<20:35, 26.31it/s, loss=3.63, v_num=0]
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    Epoch 3:   3%|▎         | 1157/33666 [00:43<20:35, 26.31it/s, loss=3.62, v_num=0]
    Epoch 3:   3%|▎         | 1157/33666 [00:43<20:35, 26.31it/s, loss=3.58, v_num=0]
    Epoch 3:   3%|▎         | 1158/33666 [00:44<20:35, 26.31it/s, loss=3.58, v_num=0]
    Epoch 3:   3%|▎         | 1158/33666 [00:44<20:35, 26.31it/s, loss=3.57, v_num=0]
    Epoch 3:   3%|▎         | 1159/33666 [00:44<20:35, 26.31it/s, loss=3.57, v_num=0]
    Epoch 3:   3%|▎         | 1159/33666 [00:44<20:35, 26.31it/s, loss=3.57, v_num=0]
    Epoch 3:   3%|▎         | 1160/33666 [00:44<20:35, 26.31it/s, loss=3.57, v_num=0]
    Epoch 3:   3%|▎         | 1160/33666 [00:44<20:35, 26.31it/s, loss=3.52, v_num=0]
    Epoch 3:   3%|▎         | 1161/33666 [00:44<20:35, 26.31it/s, loss=3.52, v_num=0]
    Epoch 3:   3%|▎         | 1161/33666 [00:44<20:35, 26.31it/s, loss=3.46, v_num=0]
    Epoch 3:   3%|▎         | 1162/33666 [00:44<20:35, 26.31it/s, loss=3.46, v_num=0]
    Epoch 3:   3%|▎         | 1162/33666 [00:44<20:35, 26.31it/s, loss=3.51, v_num=0]
    Epoch 3:   3%|▎         | 1163/33666 [00:44<20:35, 26.31it/s, loss=3.51, v_num=0]
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    Epoch 3:   3%|▎         | 1164/33666 [00:44<20:35, 26.31it/s, loss=3.3, v_num=0] 
    Epoch 3:   3%|▎         | 1165/33666 [00:44<20:35, 26.32it/s, loss=3.3, v_num=0]
    Epoch 3:   3%|▎         | 1165/33666 [00:44<20:35, 26.32it/s, loss=3.41, v_num=0]
    Epoch 3:   3%|▎         | 1166/33666 [00:44<20:34, 26.32it/s, loss=3.41, v_num=0]
    Epoch 3:   3%|▎         | 1166/33666 [00:44<20:34, 26.32it/s, loss=3.37, v_num=0]
    Epoch 3:   3%|▎         | 1167/33666 [00:44<20:34, 26.32it/s, loss=3.37, v_num=0]
    Epoch 3:   3%|▎         | 1167/33666 [00:44<20:34, 26.32it/s, loss=3.38, v_num=0]
    Epoch 3:   3%|▎         | 1168/33666 [00:44<20:34, 26.32it/s, loss=3.38, v_num=0]
    Epoch 3:   3%|▎         | 1168/33666 [00:44<20:34, 26.32it/s, loss=3.32, v_num=0]
    Epoch 3:   3%|▎         | 1169/33666 [00:44<20:34, 26.32it/s, loss=3.32, v_num=0]
    Epoch 3:   3%|▎         | 1169/33666 [00:44<20:34, 26.32it/s, loss=3.34, v_num=0]
    Epoch 3:   3%|▎         | 1170/33666 [00:44<20:34, 26.32it/s, loss=3.34, v_num=0]
    Epoch 3:   3%|▎         | 1170/33666 [00:44<20:34, 26.32it/s, loss=3.5, v_num=0] 
    Epoch 3:   3%|▎         | 1171/33666 [00:44<20:34, 26.32it/s, loss=3.5, v_num=0]
    Epoch 3:   3%|▎         | 1171/33666 [00:44<20:34, 26.32it/s, loss=3.45, v_num=0]
    Epoch 3:   3%|▎         | 1172/33666 [00:44<20:34, 26.32it/s, loss=3.45, v_num=0]
    Epoch 3:   3%|▎         | 1172/33666 [00:44<20:34, 26.32it/s, loss=3.44, v_num=0]
    Epoch 3:   3%|▎         | 1173/33666 [00:44<20:34, 26.32it/s, loss=3.44, v_num=0]
    Epoch 3:   3%|▎         | 1173/33666 [00:44<20:34, 26.32it/s, loss=3.38, v_num=0]
    Epoch 3:   3%|▎         | 1174/33666 [00:44<20:34, 26.32it/s, loss=3.38, v_num=0]
    Epoch 3:   3%|▎         | 1174/33666 [00:44<20:34, 26.32it/s, loss=3.34, v_num=0]
    Epoch 3:   3%|▎         | 1175/33666 [00:44<20:34, 26.32it/s, loss=3.34, v_num=0]
    Epoch 3:   3%|▎         | 1175/33666 [00:44<20:34, 26.32it/s, loss=3.4, v_num=0] 
    Epoch 3:   3%|▎         | 1176/33666 [00:44<20:34, 26.32it/s, loss=3.4, v_num=0]
    Epoch 3:   3%|▎         | 1176/33666 [00:44<20:34, 26.32it/s, loss=3.42, v_num=0]
    Epoch 3:   3%|▎         | 1177/33666 [00:44<20:34, 26.32it/s, loss=3.42, v_num=0]
    Epoch 3:   3%|▎         | 1177/33666 [00:44<20:34, 26.32it/s, loss=3.47, v_num=0]
    Epoch 3:   3%|▎         | 1178/33666 [00:44<20:34, 26.32it/s, loss=3.47, v_num=0]
    Epoch 3:   3%|▎         | 1178/33666 [00:44<20:34, 26.32it/s, loss=3.37, v_num=0]
    Epoch 3:   4%|▎         | 1179/33666 [00:44<20:34, 26.32it/s, loss=3.37, v_num=0]
    Epoch 3:   4%|▎         | 1179/33666 [00:44<20:34, 26.32it/s, loss=3.35, v_num=0]
    Epoch 3:   4%|▎         | 1180/33666 [00:44<20:34, 26.32it/s, loss=3.35, v_num=0]
    Epoch 3:   4%|▎         | 1180/33666 [00:44<20:34, 26.32it/s, loss=3.45, v_num=0]
    Epoch 3:   4%|▎         | 1181/33666 [00:44<20:34, 26.32it/s, loss=3.45, v_num=0]
    Epoch 3:   4%|▎         | 1181/33666 [00:44<20:34, 26.32it/s, loss=3.53, v_num=0]
    Epoch 3:   4%|▎         | 1182/33666 [00:44<20:33, 26.33it/s, loss=3.53, v_num=0]
    Epoch 3:   4%|▎         | 1182/33666 [00:44<20:33, 26.33it/s, loss=3.5, v_num=0] 
    Epoch 3:   4%|▎         | 1183/33666 [00:44<20:33, 26.32it/s, loss=3.5, v_num=0]
    Epoch 3:   4%|▎         | 1183/33666 [00:44<20:33, 26.32it/s, loss=3.49, v_num=0]
    Epoch 3:   4%|▎         | 1184/33666 [00:44<20:33, 26.32it/s, loss=3.49, v_num=0]
    Epoch 3:   4%|▎         | 1184/33666 [00:44<20:33, 26.32it/s, loss=3.52, v_num=0]
    Epoch 3:   4%|▎         | 1185/33666 [00:45<20:33, 26.32it/s, loss=3.52, v_num=0]
    Epoch 3:   4%|▎         | 1185/33666 [00:45<20:33, 26.32it/s, loss=3.47, v_num=0]
    Epoch 3:   4%|▎         | 1186/33666 [00:45<20:33, 26.32it/s, loss=3.47, v_num=0]
    Epoch 3:   4%|▎         | 1186/33666 [00:45<20:33, 26.32it/s, loss=3.58, v_num=0]
    Epoch 3:   4%|▎         | 1187/33666 [00:45<20:33, 26.32it/s, loss=3.58, v_num=0]
    Epoch 3:   4%|▎         | 1187/33666 [00:45<20:33, 26.32it/s, loss=3.57, v_num=0]
    Epoch 3:   4%|▎         | 1188/33666 [00:45<20:33, 26.33it/s, loss=3.57, v_num=0]
    Epoch 3:   4%|▎         | 1188/33666 [00:45<20:33, 26.33it/s, loss=3.61, v_num=0]
    Epoch 3:   4%|▎         | 1189/33666 [00:45<20:33, 26.33it/s, loss=3.61, v_num=0]
    Epoch 3:   4%|▎         | 1189/33666 [00:45<20:33, 26.33it/s, loss=3.64, v_num=0]
    Epoch 3:   4%|▎         | 1190/33666 [00:45<20:33, 26.33it/s, loss=3.64, v_num=0]
    Epoch 3:   4%|▎         | 1190/33666 [00:45<20:33, 26.33it/s, loss=3.55, v_num=0]
    Epoch 3:   4%|▎         | 1191/33666 [00:45<20:33, 26.33it/s, loss=3.55, v_num=0]
    Epoch 3:   4%|▎         | 1191/33666 [00:45<20:33, 26.33it/s, loss=3.58, v_num=0]
    Epoch 3:   4%|▎         | 1192/33666 [00:45<20:33, 26.33it/s, loss=3.58, v_num=0]
    Epoch 3:   4%|▎         | 1192/33666 [00:45<20:33, 26.33it/s, loss=3.58, v_num=0]
    Epoch 3:   4%|▎         | 1193/33666 [00:45<20:33, 26.33it/s, loss=3.58, v_num=0]
    Epoch 3:   4%|▎         | 1193/33666 [00:45<20:33, 26.33it/s, loss=3.55, v_num=0]
    Epoch 3:   4%|▎         | 1194/33666 [00:45<20:33, 26.33it/s, loss=3.55, v_num=0]
    Epoch 3:   4%|▎         | 1194/33666 [00:45<20:33, 26.33it/s, loss=3.56, v_num=0]
    Epoch 3:   4%|▎         | 1195/33666 [00:45<20:33, 26.33it/s, loss=3.56, v_num=0]
    Epoch 3:   4%|▎         | 1195/33666 [00:45<20:33, 26.33it/s, loss=3.53, v_num=0]
    Epoch 3:   4%|▎         | 1196/33666 [00:45<20:33, 26.33it/s, loss=3.53, v_num=0]
    Epoch 3:   4%|▎         | 1196/33666 [00:45<20:33, 26.33it/s, loss=3.48, v_num=0]
    Epoch 3:   4%|▎         | 1197/33666 [00:45<20:33, 26.33it/s, loss=3.48, v_num=0]
    Epoch 3:   4%|▎         | 1197/33666 [00:45<20:33, 26.33it/s, loss=3.42, v_num=0]
    Epoch 3:   4%|▎         | 1198/33666 [00:45<20:33, 26.33it/s, loss=3.42, v_num=0]
    Epoch 3:   4%|▎         | 1198/33666 [00:45<20:33, 26.33it/s, loss=3.46, v_num=0]
    Epoch 3:   4%|▎         | 1199/33666 [00:45<20:33, 26.33it/s, loss=3.46, v_num=0]
    Epoch 3:   4%|▎         | 1199/33666 [00:45<20:33, 26.33it/s, loss=3.35, v_num=0]
    Epoch 3:   4%|▎         | 1200/33666 [00:45<20:33, 26.33it/s, loss=3.35, v_num=0]
    Epoch 3:   4%|▎         | 1200/33666 [00:45<20:33, 26.33it/s, loss=3.3, v_num=0] 
    Epoch 3:   4%|▎         | 1201/33666 [00:45<20:32, 26.33it/s, loss=3.3, v_num=0]
    Epoch 3:   4%|▎         | 1201/33666 [00:45<20:32, 26.33it/s, loss=3.24, v_num=0]
    Epoch 3:   4%|▎         | 1202/33666 [00:45<20:32, 26.33it/s, loss=3.24, v_num=0]
    Epoch 3:   4%|▎         | 1202/33666 [00:45<20:32, 26.33it/s, loss=3.22, v_num=0]
    Epoch 3:   4%|▎         | 1203/33666 [00:45<20:32, 26.33it/s, loss=3.22, v_num=0]
    Epoch 3:   4%|▎         | 1203/33666 [00:45<20:32, 26.33it/s, loss=3.3, v_num=0] 
    Epoch 3:   4%|▎         | 1204/33666 [00:45<20:32, 26.34it/s, loss=3.3, v_num=0]
    Epoch 3:   4%|▎         | 1204/33666 [00:45<20:32, 26.34it/s, loss=3.34, v_num=0]
    Epoch 3:   4%|▎         | 1205/33666 [00:45<20:32, 26.34it/s, loss=3.34, v_num=0]
    Epoch 3:   4%|▎         | 1205/33666 [00:45<20:32, 26.34it/s, loss=3.38, v_num=0]
    Epoch 3:   4%|▎         | 1206/33666 [00:45<20:32, 26.34it/s, loss=3.38, v_num=0]
    Epoch 3:   4%|▎         | 1206/33666 [00:45<20:32, 26.34it/s, loss=3.25, v_num=0]
    Epoch 3:   4%|▎         | 1207/33666 [00:45<20:32, 26.34it/s, loss=3.25, v_num=0]
    Epoch 3:   4%|▎         | 1207/33666 [00:45<20:32, 26.34it/s, loss=3.31, v_num=0]
    Epoch 3:   4%|▎         | 1208/33666 [00:45<20:32, 26.34it/s, loss=3.31, v_num=0]
    Epoch 3:   4%|▎         | 1208/33666 [00:45<20:32, 26.34it/s, loss=3.27, v_num=0]
    Epoch 3:   4%|▎         | 1209/33666 [00:45<20:32, 26.34it/s, loss=3.27, v_num=0]
    Epoch 3:   4%|▎         | 1209/33666 [00:45<20:32, 26.34it/s, loss=3.28, v_num=0]
    Epoch 3:   4%|▎         | 1210/33666 [00:45<20:32, 26.34it/s, loss=3.28, v_num=0]
    Epoch 3:   4%|▎         | 1210/33666 [00:45<20:32, 26.34it/s, loss=3.25, v_num=0]
    Epoch 3:   4%|▎         | 1211/33666 [00:45<20:32, 26.34it/s, loss=3.25, v_num=0]
    Epoch 3:   4%|▎         | 1211/33666 [00:45<20:32, 26.34it/s, loss=3.21, v_num=0]
    Epoch 3:   4%|▎         | 1212/33666 [00:46<20:32, 26.34it/s, loss=3.21, v_num=0]
    Epoch 3:   4%|▎         | 1212/33666 [00:46<20:32, 26.34it/s, loss=3.16, v_num=0]
    Epoch 3:   4%|▎         | 1213/33666 [00:46<20:31, 26.34it/s, loss=3.16, v_num=0]
    Epoch 3:   4%|▎         | 1213/33666 [00:46<20:31, 26.34it/s, loss=3.15, v_num=0]
    Epoch 3:   4%|▎         | 1214/33666 [00:46<20:31, 26.34it/s, loss=3.15, v_num=0]
    Epoch 3:   4%|▎         | 1214/33666 [00:46<20:31, 26.34it/s, loss=3.14, v_num=0]
    Epoch 3:   4%|▎         | 1215/33666 [00:46<20:31, 26.34it/s, loss=3.14, v_num=0]
    Epoch 3:   4%|▎         | 1215/33666 [00:46<20:31, 26.34it/s, loss=3.1, v_num=0] 
    Epoch 3:   4%|▎         | 1216/33666 [00:46<20:31, 26.35it/s, loss=3.1, v_num=0]
    Epoch 3:   4%|▎         | 1216/33666 [00:46<20:31, 26.35it/s, loss=3.21, v_num=0]
    Epoch 3:   4%|▎         | 1217/33666 [00:46<20:31, 26.35it/s, loss=3.21, v_num=0]
    Epoch 3:   4%|▎         | 1217/33666 [00:46<20:31, 26.35it/s, loss=3.25, v_num=0]
    Epoch 3:   4%|▎         | 1218/33666 [00:46<20:31, 26.35it/s, loss=3.25, v_num=0]
    Epoch 3:   4%|▎         | 1218/33666 [00:46<20:31, 26.35it/s, loss=3.24, v_num=0]
    Epoch 3:   4%|▎         | 1219/33666 [00:46<20:31, 26.35it/s, loss=3.24, v_num=0]
    Epoch 3:   4%|▎         | 1219/33666 [00:46<20:31, 26.35it/s, loss=3.3, v_num=0] 
    Epoch 3:   4%|▎         | 1220/33666 [00:46<20:31, 26.35it/s, loss=3.3, v_num=0]
    Epoch 3:   4%|▎         | 1220/33666 [00:46<20:31, 26.35it/s, loss=3.28, v_num=0]
    Epoch 3:   4%|▎         | 1221/33666 [00:46<20:31, 26.35it/s, loss=3.28, v_num=0]
    Epoch 3:   4%|▎         | 1221/33666 [00:46<20:31, 26.35it/s, loss=3.29, v_num=0]
    Epoch 3:   4%|▎         | 1222/33666 [00:46<20:31, 26.35it/s, loss=3.29, v_num=0]
    Epoch 3:   4%|▎         | 1222/33666 [00:46<20:31, 26.35it/s, loss=3.34, v_num=0]
    Epoch 3:   4%|▎         | 1223/33666 [00:46<20:31, 26.35it/s, loss=3.34, v_num=0]
    Epoch 3:   4%|▎         | 1223/33666 [00:46<20:31, 26.35it/s, loss=3.31, v_num=0]
    Epoch 3:   4%|▎         | 1224/33666 [00:46<20:31, 26.35it/s, loss=3.31, v_num=0]
    Epoch 3:   4%|▎         | 1224/33666 [00:46<20:31, 26.35it/s, loss=3.36, v_num=0]
    Epoch 3:   4%|▎         | 1225/33666 [00:46<20:30, 26.35it/s, loss=3.36, v_num=0]
    Epoch 3:   4%|▎         | 1225/33666 [00:46<20:30, 26.35it/s, loss=3.36, v_num=0]
    Epoch 3:   4%|▎         | 1226/33666 [00:46<20:30, 26.36it/s, loss=3.36, v_num=0]
    Epoch 3:   4%|▎         | 1226/33666 [00:46<20:30, 26.35it/s, loss=3.4, v_num=0] 
    Epoch 3:   4%|▎         | 1227/33666 [00:46<20:30, 26.35it/s, loss=3.4, v_num=0]
    Epoch 3:   4%|▎         | 1227/33666 [00:46<20:30, 26.35it/s, loss=3.42, v_num=0]
    Epoch 3:   4%|▎         | 1228/33666 [00:46<20:31, 26.35it/s, loss=3.42, v_num=0]
    Epoch 3:   4%|▎         | 1228/33666 [00:46<20:31, 26.35it/s, loss=3.5, v_num=0] 
    Epoch 3:   4%|▎         | 1229/33666 [00:46<20:30, 26.35it/s, loss=3.5, v_num=0]
    Epoch 3:   4%|▎         | 1229/33666 [00:46<20:30, 26.35it/s, loss=3.43, v_num=0]
    Epoch 3:   4%|▎         | 1230/33666 [00:46<20:30, 26.35it/s, loss=3.43, v_num=0]
    Epoch 3:   4%|▎         | 1230/33666 [00:46<20:30, 26.35it/s, loss=3.49, v_num=0]
    Epoch 3:   4%|▎         | 1231/33666 [00:46<20:30, 26.35it/s, loss=3.49, v_num=0]
    Epoch 3:   4%|▎         | 1231/33666 [00:46<20:30, 26.35it/s, loss=3.63, v_num=0]
    Epoch 3:   4%|▎         | 1232/33666 [00:46<20:30, 26.35it/s, loss=3.63, v_num=0]
    Epoch 3:   4%|▎         | 1232/33666 [00:46<20:30, 26.35it/s, loss=3.77, v_num=0]
    Epoch 3:   4%|▎         | 1233/33666 [00:46<20:30, 26.35it/s, loss=3.77, v_num=0]
    Epoch 3:   4%|▎         | 1233/33666 [00:46<20:30, 26.35it/s, loss=3.89, v_num=0]
    Epoch 3:   4%|▎         | 1234/33666 [00:46<20:30, 26.35it/s, loss=3.89, v_num=0]
    Epoch 3:   4%|▎         | 1234/33666 [00:46<20:30, 26.35it/s, loss=3.91, v_num=0]
    Epoch 3:   4%|▎         | 1235/33666 [00:46<20:30, 26.35it/s, loss=3.91, v_num=0]
    Epoch 3:   4%|▎         | 1235/33666 [00:46<20:30, 26.35it/s, loss=3.97, v_num=0]
    Epoch 3:   4%|▎         | 1236/33666 [00:46<20:30, 26.35it/s, loss=3.97, v_num=0]
    Epoch 3:   4%|▎         | 1236/33666 [00:46<20:30, 26.35it/s, loss=3.76, v_num=0]
    Epoch 3:   4%|▎         | 1237/33666 [00:46<20:30, 26.35it/s, loss=3.76, v_num=0]
    Epoch 3:   4%|▎         | 1237/33666 [00:46<20:30, 26.35it/s, loss=3.82, v_num=0]
    Epoch 3:   4%|▎         | 1238/33666 [00:46<20:30, 26.35it/s, loss=3.82, v_num=0]
    Epoch 3:   4%|▎         | 1238/33666 [00:46<20:30, 26.35it/s, loss=3.83, v_num=0]
    Epoch 3:   4%|▎         | 1239/33666 [00:47<20:30, 26.35it/s, loss=3.83, v_num=0]
    Epoch 3:   4%|▎         | 1239/33666 [00:47<20:30, 26.35it/s, loss=3.82, v_num=0]
    Epoch 3:   4%|▎         | 1240/33666 [00:47<20:30, 26.35it/s, loss=3.82, v_num=0]
    Epoch 3:   4%|▎         | 1240/33666 [00:47<20:30, 26.35it/s, loss=3.9, v_num=0] 
    Epoch 3:   4%|▎         | 1241/33666 [00:47<20:30, 26.35it/s, loss=3.9, v_num=0]
    Epoch 3:   4%|▎         | 1241/33666 [00:47<20:30, 26.35it/s, loss=3.87, v_num=0]
    Epoch 3:   4%|▎         | 1242/33666 [00:47<20:30, 26.36it/s, loss=3.87, v_num=0]
    Epoch 3:   4%|▎         | 1242/33666 [00:47<20:30, 26.36it/s, loss=3.87, v_num=0]
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    Epoch 3:   4%|▎         | 1244/33666 [00:47<20:30, 26.35it/s, loss=3.85, v_num=0]
    Epoch 3:   4%|▎         | 1244/33666 [00:47<20:30, 26.35it/s, loss=3.76, v_num=0]
    Epoch 3:   4%|▎         | 1245/33666 [00:47<20:30, 26.36it/s, loss=3.76, v_num=0]
    Epoch 3:   4%|▎         | 1245/33666 [00:47<20:30, 26.36it/s, loss=3.73, v_num=0]
    Epoch 3:   4%|▎         | 1246/33666 [00:47<20:30, 26.36it/s, loss=3.73, v_num=0]
    Epoch 3:   4%|▎         | 1246/33666 [00:47<20:30, 26.36it/s, loss=3.7, v_num=0] 
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    Epoch 3:   4%|▎         | 1247/33666 [00:47<20:30, 26.36it/s, loss=3.73, v_num=0]
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    Epoch 3:   4%|▎         | 1253/33666 [00:47<20:29, 26.36it/s, loss=3.24, v_num=0]
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    Epoch 3:   4%|▎         | 1255/33666 [00:47<20:29, 26.36it/s, loss=3.18, v_num=0]
    Epoch 3:   4%|▎         | 1256/33666 [00:47<20:29, 26.36it/s, loss=3.18, v_num=0]
    Epoch 3:   4%|▎         | 1256/33666 [00:47<20:29, 26.36it/s, loss=3.28, v_num=0]
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    Epoch 3:   4%|▎         | 1258/33666 [00:47<20:29, 26.36it/s, loss=3.34, v_num=0]
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    Epoch 3:   4%|▍         | 1265/33666 [00:47<20:29, 26.36it/s, loss=3.16, v_num=0]
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    Epoch 3:   4%|▍         | 1267/33666 [00:48<20:29, 26.36it/s, loss=3.11, v_num=0]
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    Epoch 3:   4%|▍         | 1268/33666 [00:48<20:29, 26.36it/s, loss=3.12, v_num=0]
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    Epoch 3:   4%|▍         | 1269/33666 [00:48<20:28, 26.36it/s, loss=3.12, v_num=0]
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    Epoch 3:   4%|▍         | 1270/33666 [00:48<20:28, 26.36it/s, loss=3.2, v_num=0] 
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    Epoch 3:   4%|▍         | 1271/33666 [00:48<20:28, 26.36it/s, loss=3.24, v_num=0]
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    Epoch 3:   4%|▍         | 1272/33666 [00:48<20:28, 26.36it/s, loss=3.2, v_num=0] 
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    Epoch 3:   4%|▍         | 1273/33666 [00:48<20:28, 26.36it/s, loss=3.2, v_num=0]
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    Epoch 3:   4%|▍         | 1274/33666 [00:48<20:28, 26.36it/s, loss=3.25, v_num=0]
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    Epoch 3:   4%|▍         | 1277/33666 [00:48<20:28, 26.36it/s, loss=3.47, v_num=0]
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    Epoch 3:   4%|▍         | 1287/33666 [00:48<20:28, 26.37it/s, loss=3.54, v_num=0]
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    Epoch 3:   4%|▍         | 1288/33666 [00:48<20:27, 26.37it/s, loss=3.5, v_num=0] 
    Epoch 3:   4%|▍         | 1289/33666 [00:48<20:27, 26.37it/s, loss=3.5, v_num=0]
    Epoch 3:   4%|▍         | 1289/33666 [00:48<20:27, 26.37it/s, loss=3.52, v_num=0]
    Epoch 3:   4%|▍         | 1290/33666 [00:48<20:27, 26.37it/s, loss=3.52, v_num=0]
    Epoch 3:   4%|▍         | 1290/33666 [00:48<20:27, 26.37it/s, loss=3.44, v_num=0]
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    Epoch 3:   4%|▍         | 1291/33666 [00:48<20:27, 26.37it/s, loss=3.54, v_num=0]
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    Epoch 3:   4%|▍         | 1292/33666 [00:48<20:27, 26.37it/s, loss=3.56, v_num=0]
    Epoch 3:   4%|▍         | 1293/33666 [00:49<20:27, 26.37it/s, loss=3.56, v_num=0]
    Epoch 3:   4%|▍         | 1293/33666 [00:49<20:27, 26.37it/s, loss=3.58, v_num=0]
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    Epoch 3:   4%|▍         | 1294/33666 [00:49<20:27, 26.37it/s, loss=3.56, v_num=0]
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    Epoch 3:   4%|▍         | 1295/33666 [00:49<20:27, 26.37it/s, loss=3.49, v_num=0]
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    Epoch 3:   4%|▍         | 1296/33666 [00:49<20:27, 26.37it/s, loss=3.43, v_num=0]
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    Epoch 3:   4%|▍         | 1297/33666 [00:49<20:27, 26.37it/s, loss=3.34, v_num=0]
    Epoch 3:   4%|▍         | 1298/33666 [00:49<20:27, 26.38it/s, loss=3.34, v_num=0]
    Epoch 3:   4%|▍         | 1298/33666 [00:49<20:27, 26.38it/s, loss=3.25, v_num=0]
    Epoch 3:   4%|▍         | 1299/33666 [00:49<20:27, 26.38it/s, loss=3.25, v_num=0]
    Epoch 3:   4%|▍         | 1299/33666 [00:49<20:27, 26.38it/s, loss=3.32, v_num=0]
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    Epoch 3:   4%|▍         | 1302/33666 [00:49<20:26, 26.38it/s, loss=3.41, v_num=0]
    Epoch 3:   4%|▍         | 1302/33666 [00:49<20:26, 26.38it/s, loss=3.4, v_num=0] 
    Epoch 3:   4%|▍         | 1303/33666 [00:49<20:26, 26.38it/s, loss=3.4, v_num=0]
    Epoch 3:   4%|▍         | 1303/33666 [00:49<20:26, 26.38it/s, loss=3.34, v_num=0]
    Epoch 3:   4%|▍         | 1304/33666 [00:49<20:26, 26.38it/s, loss=3.34, v_num=0]
    Epoch 3:   4%|▍         | 1304/33666 [00:49<20:26, 26.38it/s, loss=3.42, v_num=0]
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    Epoch 3:   4%|▍         | 1305/33666 [00:49<20:26, 26.38it/s, loss=3.45, v_num=0]
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    Epoch 3:   4%|▍         | 1306/33666 [00:49<20:26, 26.38it/s, loss=3.39, v_num=0]
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    Epoch 3:   4%|▍         | 1307/33666 [00:49<20:26, 26.38it/s, loss=3.38, v_num=0]
    Epoch 3:   4%|▍         | 1308/33666 [00:49<20:26, 26.38it/s, loss=3.38, v_num=0]
    Epoch 3:   4%|▍         | 1308/33666 [00:49<20:26, 26.38it/s, loss=3.42, v_num=0]
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    Epoch 3:   4%|▍         | 1309/33666 [00:49<20:26, 26.38it/s, loss=3.49, v_num=0]
    Epoch 3:   4%|▍         | 1310/33666 [00:49<20:26, 26.38it/s, loss=3.49, v_num=0]
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    Epoch 3:   4%|▍         | 1311/33666 [00:49<20:26, 26.38it/s, loss=3.52, v_num=0]
    Epoch 3:   4%|▍         | 1312/33666 [00:49<20:26, 26.38it/s, loss=3.52, v_num=0]
    Epoch 3:   4%|▍         | 1312/33666 [00:49<20:26, 26.38it/s, loss=3.57, v_num=0]
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    Epoch 3:   4%|▍         | 1313/33666 [00:49<20:26, 26.38it/s, loss=3.56, v_num=0]
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    Epoch 3:   4%|▍         | 1314/33666 [00:49<20:26, 26.38it/s, loss=3.6, v_num=0] 
    Epoch 3:   4%|▍         | 1315/33666 [00:49<20:26, 26.38it/s, loss=3.6, v_num=0]
    Epoch 3:   4%|▍         | 1315/33666 [00:49<20:26, 26.38it/s, loss=3.61, v_num=0]
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    Epoch 3:   5%|▍         | 1528/33666 [00:57<20:11, 26.54it/s, loss=3.4, v_num=0] 
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    Epoch 3:   5%|▍         | 1529/33666 [00:57<20:10, 26.54it/s, loss=3.39, v_num=0]
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    Epoch 3:   5%|▍         | 1544/33666 [00:58<20:10, 26.55it/s, loss=3.3, v_num=0] 
    Epoch 3:   5%|▍         | 1545/33666 [00:58<20:09, 26.55it/s, loss=3.3, v_num=0]
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    Epoch 3:   5%|▍         | 1546/33666 [00:58<20:09, 26.55it/s, loss=3.2, v_num=0] 
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    Epoch 3:   5%|▍         | 1552/33666 [00:58<20:09, 26.55it/s, loss=2.95, v_num=0]
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    Epoch 3:   5%|▍         | 1553/33666 [00:58<20:09, 26.55it/s, loss=3.11, v_num=0]
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    Epoch 3:   5%|▌         | 1703/33666 [01:03<19:59, 26.64it/s, loss=3.32, v_num=0]
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    Epoch 3:   5%|▌         | 1706/33666 [01:04<19:59, 26.64it/s, loss=3.4, v_num=0] 
    Epoch 3:   5%|▌         | 1707/33666 [01:04<19:59, 26.64it/s, loss=3.4, v_num=0]
    Epoch 3:   5%|▌         | 1707/33666 [01:04<19:59, 26.64it/s, loss=3.35, v_num=0]
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    Epoch 3:   5%|▌         | 1708/33666 [01:04<19:59, 26.64it/s, loss=3.35, v_num=0]
    Epoch 3:   5%|▌         | 1709/33666 [01:04<19:59, 26.64it/s, loss=3.35, v_num=0]
    Epoch 3:   5%|▌         | 1709/33666 [01:04<19:59, 26.64it/s, loss=3.29, v_num=0]
    Epoch 3:   5%|▌         | 1710/33666 [01:04<19:59, 26.64it/s, loss=3.29, v_num=0]
    Epoch 3:   5%|▌         | 1710/33666 [01:04<19:59, 26.64it/s, loss=3.32, v_num=0]
    Epoch 3:   5%|▌         | 1711/33666 [01:04<19:59, 26.64it/s, loss=3.32, v_num=0]
    Epoch 3:   5%|▌         | 1711/33666 [01:04<19:59, 26.64it/s, loss=3.41, v_num=0]
    Epoch 3:   5%|▌         | 1712/33666 [01:04<19:59, 26.65it/s, loss=3.41, v_num=0]
    Epoch 3:   5%|▌         | 1712/33666 [01:04<19:59, 26.65it/s, loss=3.44, v_num=0]
    Epoch 3:   5%|▌         | 1713/33666 [01:04<19:59, 26.65it/s, loss=3.44, v_num=0]
    Epoch 3:   5%|▌         | 1713/33666 [01:04<19:59, 26.65it/s, loss=3.41, v_num=0]
    Epoch 3:   5%|▌         | 1714/33666 [01:04<19:59, 26.65it/s, loss=3.41, v_num=0]
    Epoch 3:   5%|▌         | 1714/33666 [01:04<19:59, 26.65it/s, loss=3.46, v_num=0]
    Epoch 3:   5%|▌         | 1715/33666 [01:04<19:59, 26.65it/s, loss=3.46, v_num=0]
    Epoch 3:   5%|▌         | 1715/33666 [01:04<19:59, 26.65it/s, loss=3.4, v_num=0] 
    Epoch 3:   5%|▌         | 1716/33666 [01:04<19:58, 26.65it/s, loss=3.4, v_num=0]
    Epoch 3:   5%|▌         | 1716/33666 [01:04<19:58, 26.65it/s, loss=3.43, v_num=0]
    Epoch 3:   5%|▌         | 1717/33666 [01:04<19:58, 26.65it/s, loss=3.43, v_num=0]
    Epoch 3:   5%|▌         | 1717/33666 [01:04<19:58, 26.65it/s, loss=3.43, v_num=0]
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    Epoch 3:   5%|▌         | 1718/33666 [01:04<19:58, 26.65it/s, loss=3.45, v_num=0]
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    Epoch 3:   5%|▌         | 1720/33666 [01:04<19:58, 26.65it/s, loss=3.45, v_num=0]
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    Epoch 3:   5%|▌         | 1721/33666 [01:04<19:58, 26.65it/s, loss=3.5, v_num=0] 
    Epoch 3:   5%|▌         | 1722/33666 [01:04<19:58, 26.65it/s, loss=3.5, v_num=0]
    Epoch 3:   5%|▌         | 1722/33666 [01:04<19:58, 26.65it/s, loss=3.48, v_num=0]
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    Epoch 3:   5%|▌         | 1724/33666 [01:04<19:58, 26.65it/s, loss=3.4, v_num=0] 
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    Epoch 3:   5%|▌         | 1725/33666 [01:04<19:58, 26.65it/s, loss=3.43, v_num=0]
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    Epoch 3:   5%|▌         | 1726/33666 [01:04<19:58, 26.65it/s, loss=3.44, v_num=0]
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    Epoch 3:   5%|▌         | 1727/33666 [01:04<19:58, 26.65it/s, loss=3.49, v_num=0]
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    Epoch 3:   5%|▌         | 1728/33666 [01:04<19:58, 26.65it/s, loss=3.53, v_num=0]
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    Epoch 3:   5%|▌         | 1729/33666 [01:04<19:58, 26.65it/s, loss=3.54, v_num=0]
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    Epoch 3:   5%|▌         | 1731/33666 [01:04<19:58, 26.65it/s, loss=3.47, v_num=0]
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    Epoch 3:   5%|▌         | 1732/33666 [01:04<19:58, 26.65it/s, loss=3.44, v_num=0]
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    Epoch 3:   5%|▌         | 1733/33666 [01:05<19:58, 26.65it/s, loss=3.44, v_num=0]
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    Epoch 3:   5%|▌         | 1734/33666 [01:05<19:58, 26.65it/s, loss=3.43, v_num=0]
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    Epoch 3:   5%|▌         | 1735/33666 [01:05<19:57, 26.65it/s, loss=3.46, v_num=0]
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    Epoch 3:   6%|▌         | 1860/33666 [01:09<19:50, 26.71it/s, loss=3.35, v_num=0]
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    Epoch 3:   6%|▌         | 1920/33666 [01:11<19:48, 26.71it/s, loss=3.47, v_num=0]
    Epoch 3:   6%|▌         | 1920/33666 [01:11<19:48, 26.71it/s, loss=3.43, v_num=0]
    Epoch 3:   6%|▌         | 1921/33666 [01:11<19:48, 26.71it/s, loss=3.43, v_num=0]
    Epoch 3:   6%|▌         | 1921/33666 [01:11<19:48, 26.71it/s, loss=3.43, v_num=0]
    Epoch 3:   6%|▌         | 1922/33666 [01:11<19:48, 26.71it/s, loss=3.43, v_num=0]
    Epoch 3:   6%|▌         | 1922/33666 [01:11<19:48, 26.71it/s, loss=3.39, v_num=0]
    Epoch 3:   6%|▌         | 1923/33666 [01:11<19:48, 26.71it/s, loss=3.39, v_num=0]
    Epoch 3:   6%|▌         | 1923/33666 [01:11<19:48, 26.71it/s, loss=3.5, v_num=0] 
    Epoch 3:   6%|▌         | 1924/33666 [01:12<19:48, 26.72it/s, loss=3.5, v_num=0]
    Epoch 3:   6%|▌         | 1924/33666 [01:12<19:48, 26.72it/s, loss=3.56, v_num=0]
    Epoch 3:   6%|▌         | 1925/33666 [01:12<19:48, 26.71it/s, loss=3.56, v_num=0]
    Epoch 3:   6%|▌         | 1925/33666 [01:12<19:48, 26.71it/s, loss=3.52, v_num=0]
    Epoch 3:   6%|▌         | 1926/33666 [01:12<19:48, 26.72it/s, loss=3.52, v_num=0]
    Epoch 3:   6%|▌         | 1926/33666 [01:12<19:48, 26.71it/s, loss=3.55, v_num=0]
    Epoch 3:   6%|▌         | 1927/33666 [01:12<19:48, 26.72it/s, loss=3.55, v_num=0]
    Epoch 3:   6%|▌         | 1927/33666 [01:12<19:48, 26.72it/s, loss=3.49, v_num=0]
    Epoch 3:   6%|▌         | 1928/33666 [01:12<19:47, 26.72it/s, loss=3.49, v_num=0]
    Epoch 3:   6%|▌         | 1928/33666 [01:12<19:47, 26.72it/s, loss=3.49, v_num=0]
    Epoch 3:   6%|▌         | 1929/33666 [01:12<19:47, 26.72it/s, loss=3.49, v_num=0]
    Epoch 3:   6%|▌         | 1929/33666 [01:12<19:47, 26.72it/s, loss=3.47, v_num=0]
    Epoch 3:   6%|▌         | 1930/33666 [01:12<19:47, 26.72it/s, loss=3.47, v_num=0]
    Epoch 3:   6%|▌         | 1930/33666 [01:12<19:47, 26.72it/s, loss=3.52, v_num=0]
    Epoch 3:   6%|▌         | 1931/33666 [01:12<19:47, 26.72it/s, loss=3.52, v_num=0]
    Epoch 3:   6%|▌         | 1931/33666 [01:12<19:47, 26.72it/s, loss=3.54, v_num=0]
    Epoch 3:   6%|▌         | 1932/33666 [01:12<19:47, 26.72it/s, loss=3.54, v_num=0]
    Epoch 3:   6%|▌         | 1932/33666 [01:12<19:47, 26.72it/s, loss=3.5, v_num=0] 
    Epoch 3:   6%|▌         | 1933/33666 [01:12<19:47, 26.72it/s, loss=3.5, v_num=0]
    Epoch 3:   6%|▌         | 1933/33666 [01:12<19:47, 26.72it/s, loss=3.44, v_num=0]
    Epoch 3:   6%|▌         | 1934/33666 [01:12<19:47, 26.72it/s, loss=3.44, v_num=0]
    Epoch 3:   6%|▌         | 1934/33666 [01:12<19:47, 26.72it/s, loss=3.37, v_num=0]
    Epoch 3:   6%|▌         | 1935/33666 [01:12<19:47, 26.72it/s, loss=3.37, v_num=0]
    Epoch 3:   6%|▌         | 1935/33666 [01:12<19:47, 26.72it/s, loss=3.36, v_num=0]
    Epoch 3:   6%|▌         | 1936/33666 [01:12<19:47, 26.72it/s, loss=3.36, v_num=0]
    Epoch 3:   6%|▌         | 1936/33666 [01:12<19:47, 26.72it/s, loss=3.34, v_num=0]
    Epoch 3:   6%|▌         | 1937/33666 [01:12<19:47, 26.72it/s, loss=3.34, v_num=0]
    Epoch 3:   6%|▌         | 1937/33666 [01:12<19:47, 26.72it/s, loss=3.32, v_num=0]
    Epoch 3:   6%|▌         | 1938/33666 [01:12<19:47, 26.72it/s, loss=3.32, v_num=0]
    Epoch 3:   6%|▌         | 1938/33666 [01:12<19:47, 26.72it/s, loss=3.32, v_num=0]
    Epoch 3:   6%|▌         | 1939/33666 [01:12<19:47, 26.72it/s, loss=3.32, v_num=0]
    Epoch 3:   6%|▌         | 1939/33666 [01:12<19:47, 26.72it/s, loss=3.35, v_num=0]
    Epoch 3:   6%|▌         | 1940/33666 [01:12<19:47, 26.72it/s, loss=3.35, v_num=0]
    Epoch 3:   6%|▌         | 1940/33666 [01:12<19:47, 26.72it/s, loss=3.33, v_num=0]
    Epoch 3:   6%|▌         | 1941/33666 [01:12<19:47, 26.72it/s, loss=3.33, v_num=0]
    Epoch 3:   6%|▌         | 1941/33666 [01:12<19:47, 26.72it/s, loss=3.24, v_num=0]
    Epoch 3:   6%|▌         | 1942/33666 [01:12<19:47, 26.71it/s, loss=3.24, v_num=0]
    Epoch 3:   6%|▌         | 1942/33666 [01:12<19:47, 26.71it/s, loss=3.23, v_num=0]
    Epoch 3:   6%|▌         | 1943/33666 [01:12<19:47, 26.71it/s, loss=3.23, v_num=0]
    Epoch 3:   6%|▌         | 1943/33666 [01:12<19:47, 26.71it/s, loss=3.22, v_num=0]
    Epoch 3:   6%|▌         | 1944/33666 [01:12<19:47, 26.71it/s, loss=3.22, v_num=0]
    Epoch 3:   6%|▌         | 1944/33666 [01:12<19:47, 26.71it/s, loss=3.3, v_num=0] 
    Epoch 3:   6%|▌         | 1945/33666 [01:12<19:47, 26.71it/s, loss=3.3, v_num=0]
    Epoch 3:   6%|▌         | 1945/33666 [01:12<19:47, 26.71it/s, loss=3.33, v_num=0]
    Epoch 3:   6%|▌         | 1946/33666 [01:12<19:47, 26.71it/s, loss=3.33, v_num=0]
    Epoch 3:   6%|▌         | 1946/33666 [01:12<19:47, 26.71it/s, loss=3.35, v_num=0]
    Epoch 3:   6%|▌         | 1947/33666 [01:12<19:47, 26.71it/s, loss=3.35, v_num=0]
    Epoch 3:   6%|▌         | 1947/33666 [01:12<19:47, 26.71it/s, loss=3.43, v_num=0]
    Epoch 3:   6%|▌         | 1948/33666 [01:12<19:47, 26.71it/s, loss=3.43, v_num=0]
    Epoch 3:   6%|▌         | 1948/33666 [01:12<19:47, 26.71it/s, loss=3.46, v_num=0]
    Epoch 3:   6%|▌         | 1949/33666 [01:12<19:47, 26.71it/s, loss=3.46, v_num=0]
    Epoch 3:   6%|▌         | 1949/33666 [01:12<19:47, 26.71it/s, loss=3.43, v_num=0]
    Epoch 3:   6%|▌         | 1950/33666 [01:12<19:47, 26.72it/s, loss=3.43, v_num=0]
    Epoch 3:   6%|▌         | 1950/33666 [01:12<19:47, 26.72it/s, loss=3.32, v_num=0]
    Epoch 3:   6%|▌         | 1951/33666 [01:13<19:47, 26.72it/s, loss=3.32, v_num=0]
    Epoch 3:   6%|▌         | 1951/33666 [01:13<19:47, 26.72it/s, loss=3.31, v_num=0]
    Epoch 3:   6%|▌         | 1952/33666 [01:13<19:47, 26.72it/s, loss=3.31, v_num=0]
    Epoch 3:   6%|▌         | 1952/33666 [01:13<19:47, 26.72it/s, loss=3.36, v_num=0]
    Epoch 3:   6%|▌         | 1953/33666 [01:13<19:47, 26.72it/s, loss=3.36, v_num=0]
    Epoch 3:   6%|▌         | 1953/33666 [01:13<19:47, 26.72it/s, loss=3.4, v_num=0] 
    Epoch 3:   6%|▌         | 1954/33666 [01:13<19:46, 26.72it/s, loss=3.4, v_num=0]
    Epoch 3:   6%|▌         | 1954/33666 [01:13<19:46, 26.72it/s, loss=3.51, v_num=0]
    Epoch 3:   6%|▌         | 1955/33666 [01:13<19:46, 26.72it/s, loss=3.51, v_num=0]
    Epoch 3:   6%|▌         | 1955/33666 [01:13<19:46, 26.72it/s, loss=3.49, v_num=0]
    Epoch 3:   6%|▌         | 1956/33666 [01:13<19:46, 26.72it/s, loss=3.49, v_num=0]
    Epoch 3:   6%|▌         | 1956/33666 [01:13<19:46, 26.72it/s, loss=3.51, v_num=0]
    Epoch 3:   6%|▌         | 1957/33666 [01:13<19:46, 26.72it/s, loss=3.51, v_num=0]
    Epoch 3:   6%|▌         | 1957/33666 [01:13<19:46, 26.72it/s, loss=3.53, v_num=0]
    Epoch 3:   6%|▌         | 1958/33666 [01:13<19:46, 26.72it/s, loss=3.53, v_num=0]
    Epoch 3:   6%|▌         | 1958/33666 [01:13<19:46, 26.72it/s, loss=3.56, v_num=0]
    Epoch 3:   6%|▌         | 1959/33666 [01:13<19:46, 26.72it/s, loss=3.56, v_num=0]
    Epoch 3:   6%|▌         | 1959/33666 [01:13<19:46, 26.72it/s, loss=3.53, v_num=0]
    Epoch 3:   6%|▌         | 1960/33666 [01:13<19:46, 26.72it/s, loss=3.53, v_num=0]
    Epoch 3:   6%|▌         | 1960/33666 [01:13<19:46, 26.72it/s, loss=3.58, v_num=0]
    Epoch 3:   6%|▌         | 1961/33666 [01:13<19:46, 26.72it/s, loss=3.58, v_num=0]
    Epoch 3:   6%|▌         | 1961/33666 [01:13<19:46, 26.72it/s, loss=3.68, v_num=0]
    Epoch 3:   6%|▌         | 1962/33666 [01:13<19:46, 26.72it/s, loss=3.68, v_num=0]
    Epoch 3:   6%|▌         | 1962/33666 [01:13<19:46, 26.72it/s, loss=3.72, v_num=0]
    Epoch 3:   6%|▌         | 1963/33666 [01:13<19:46, 26.72it/s, loss=3.72, v_num=0]
    Epoch 3:   6%|▌         | 1963/33666 [01:13<19:46, 26.72it/s, loss=3.6, v_num=0] 
    Epoch 3:   6%|▌         | 1964/33666 [01:13<19:46, 26.72it/s, loss=3.6, v_num=0]
    Epoch 3:   6%|▌         | 1964/33666 [01:13<19:46, 26.72it/s, loss=3.57, v_num=0]
    Epoch 3:   6%|▌         | 1965/33666 [01:13<19:46, 26.72it/s, loss=3.57, v_num=0]
    Epoch 3:   6%|▌         | 1965/33666 [01:13<19:46, 26.72it/s, loss=3.56, v_num=0]
    Epoch 3:   6%|▌         | 1966/33666 [01:13<19:46, 26.71it/s, loss=3.56, v_num=0]
    Epoch 3:   6%|▌         | 1966/33666 [01:13<19:46, 26.71it/s, loss=3.64, v_num=0]
    Epoch 3:   6%|▌         | 1967/33666 [01:13<19:46, 26.72it/s, loss=3.64, v_num=0]
    Epoch 3:   6%|▌         | 1967/33666 [01:13<19:46, 26.71it/s, loss=3.58, v_num=0]
    Epoch 3:   6%|▌         | 1968/33666 [01:13<19:46, 26.72it/s, loss=3.58, v_num=0]
    Epoch 3:   6%|▌         | 1968/33666 [01:13<19:46, 26.72it/s, loss=3.55, v_num=0]
    Epoch 3:   6%|▌         | 1969/33666 [01:13<19:46, 26.72it/s, loss=3.55, v_num=0]
    Epoch 3:   6%|▌         | 1969/33666 [01:13<19:46, 26.72it/s, loss=3.68, v_num=0]
    Epoch 3:   6%|▌         | 1970/33666 [01:13<19:46, 26.72it/s, loss=3.68, v_num=0]
    Epoch 3:   6%|▌         | 1970/33666 [01:13<19:46, 26.72it/s, loss=3.7, v_num=0] 
    Epoch 3:   6%|▌         | 1971/33666 [01:13<19:46, 26.72it/s, loss=3.7, v_num=0]
    Epoch 3:   6%|▌         | 1971/33666 [01:13<19:46, 26.72it/s, loss=3.68, v_num=0]
    Epoch 3:   6%|▌         | 1972/33666 [01:13<19:46, 26.72it/s, loss=3.68, v_num=0]
    Epoch 3:   6%|▌         | 1972/33666 [01:13<19:46, 26.72it/s, loss=3.59, v_num=0]
    Epoch 3:   6%|▌         | 1973/33666 [01:13<19:46, 26.72it/s, loss=3.59, v_num=0]
    Epoch 3:   6%|▌         | 1973/33666 [01:13<19:46, 26.72it/s, loss=3.56, v_num=0]
    Epoch 3:   6%|▌         | 1974/33666 [01:13<19:46, 26.72it/s, loss=3.56, v_num=0]
    Epoch 3:   6%|▌         | 1974/33666 [01:13<19:46, 26.72it/s, loss=3.53, v_num=0]
    Epoch 3:   6%|▌         | 1975/33666 [01:13<19:46, 26.72it/s, loss=3.53, v_num=0]
    Epoch 3:   6%|▌         | 1975/33666 [01:13<19:46, 26.72it/s, loss=3.61, v_num=0]
    Epoch 3:   6%|▌         | 1976/33666 [01:13<19:46, 26.72it/s, loss=3.61, v_num=0]
    Epoch 3:   6%|▌         | 1976/33666 [01:13<19:46, 26.72it/s, loss=3.63, v_num=0]
    Epoch 3:   6%|▌         | 1977/33666 [01:13<19:46, 26.72it/s, loss=3.63, v_num=0]
    Epoch 3:   6%|▌         | 1977/33666 [01:13<19:46, 26.72it/s, loss=3.61, v_num=0]
    Epoch 3:   6%|▌         | 1978/33666 [01:14<19:45, 26.72it/s, loss=3.61, v_num=0]
    Epoch 3:   6%|▌         | 1978/33666 [01:14<19:45, 26.72it/s, loss=3.5, v_num=0] 
    Epoch 3:   6%|▌         | 1979/33666 [01:14<19:45, 26.72it/s, loss=3.5, v_num=0]
    Epoch 3:   6%|▌         | 1979/33666 [01:14<19:45, 26.72it/s, loss=3.51, v_num=0]
    Epoch 3:   6%|▌         | 1980/33666 [01:14<19:45, 26.72it/s, loss=3.51, v_num=0]
    Epoch 3:   6%|▌         | 1980/33666 [01:14<19:45, 26.72it/s, loss=3.43, v_num=0]
    Epoch 3:   6%|▌         | 1981/33666 [01:14<19:45, 26.72it/s, loss=3.43, v_num=0]
    Epoch 3:   6%|▌         | 1981/33666 [01:14<19:45, 26.72it/s, loss=3.47, v_num=0]
    Epoch 3:   6%|▌         | 1982/33666 [01:14<19:45, 26.72it/s, loss=3.47, v_num=0]
    Epoch 3:   6%|▌         | 1982/33666 [01:14<19:45, 26.72it/s, loss=3.49, v_num=0]
    Epoch 3:   6%|▌         | 1983/33666 [01:14<19:45, 26.72it/s, loss=3.49, v_num=0]
    Epoch 3:   6%|▌         | 1983/33666 [01:14<19:45, 26.72it/s, loss=3.51, v_num=0]
    Epoch 3:   6%|▌         | 1984/33666 [01:14<19:45, 26.72it/s, loss=3.51, v_num=0]
    Epoch 3:   6%|▌         | 1984/33666 [01:14<19:45, 26.72it/s, loss=3.52, v_num=0]
    Epoch 3:   6%|▌         | 1985/33666 [01:14<19:45, 26.72it/s, loss=3.52, v_num=0]
    Epoch 3:   6%|▌         | 1985/33666 [01:14<19:45, 26.72it/s, loss=3.52, v_num=0]
    Epoch 3:   6%|▌         | 1986/33666 [01:14<19:45, 26.72it/s, loss=3.52, v_num=0]
    Epoch 3:   6%|▌         | 1986/33666 [01:14<19:45, 26.72it/s, loss=3.42, v_num=0]
    Epoch 3:   6%|▌         | 1987/33666 [01:14<19:45, 26.72it/s, loss=3.42, v_num=0]
    Epoch 3:   6%|▌         | 1987/33666 [01:14<19:45, 26.72it/s, loss=3.53, v_num=0]
    Epoch 3:   6%|▌         | 1988/33666 [01:14<19:45, 26.72it/s, loss=3.53, v_num=0]
    Epoch 3:   6%|▌         | 1988/33666 [01:14<19:45, 26.72it/s, loss=3.5, v_num=0] 
    Epoch 3:   6%|▌         | 1989/33666 [01:14<19:45, 26.72it/s, loss=3.5, v_num=0]
    Epoch 3:   6%|▌         | 1989/33666 [01:14<19:45, 26.72it/s, loss=3.43, v_num=0]
    Epoch 3:   6%|▌         | 1990/33666 [01:14<19:45, 26.72it/s, loss=3.43, v_num=0]
    Epoch 3:   6%|▌         | 1990/33666 [01:14<19:45, 26.72it/s, loss=3.41, v_num=0]
    Epoch 3:   6%|▌         | 1991/33666 [01:14<19:45, 26.72it/s, loss=3.41, v_num=0]
    Epoch 3:   6%|▌         | 1991/33666 [01:14<19:45, 26.72it/s, loss=3.38, v_num=0]
    Epoch 3:   6%|▌         | 1992/33666 [01:14<19:45, 26.72it/s, loss=3.38, v_num=0]
    Epoch 3:   6%|▌         | 1992/33666 [01:14<19:45, 26.72it/s, loss=3.4, v_num=0] 
    Epoch 3:   6%|▌         | 1993/33666 [01:14<19:45, 26.72it/s, loss=3.4, v_num=0]
    Epoch 3:   6%|▌         | 1993/33666 [01:14<19:45, 26.72it/s, loss=3.46, v_num=0]
    Epoch 3:   6%|▌         | 1994/33666 [01:14<19:45, 26.72it/s, loss=3.46, v_num=0]
    Epoch 3:   6%|▌         | 1994/33666 [01:14<19:45, 26.72it/s, loss=3.46, v_num=0]
    Epoch 3:   6%|▌         | 1995/33666 [01:14<19:45, 26.72it/s, loss=3.46, v_num=0]
    Epoch 3:   6%|▌         | 1995/33666 [01:14<19:45, 26.72it/s, loss=3.41, v_num=0]
    Epoch 3:   6%|▌         | 1996/33666 [01:14<19:45, 26.72it/s, loss=3.41, v_num=0]
    Epoch 3:   6%|▌         | 1996/33666 [01:14<19:45, 26.72it/s, loss=3.42, v_num=0]
    Epoch 3:   6%|▌         | 1997/33666 [01:14<19:45, 26.72it/s, loss=3.42, v_num=0]
    Epoch 3:   6%|▌         | 1997/33666 [01:14<19:45, 26.72it/s, loss=3.43, v_num=0]
    Epoch 3:   6%|▌         | 1998/33666 [01:14<19:45, 26.72it/s, loss=3.43, v_num=0]
    Epoch 3:   6%|▌         | 1998/33666 [01:14<19:45, 26.72it/s, loss=3.53, v_num=0]
    Epoch 3:   6%|▌         | 1999/33666 [01:14<19:45, 26.72it/s, loss=3.53, v_num=0]
    Epoch 3:   6%|▌         | 1999/33666 [01:14<19:45, 26.72it/s, loss=3.4, v_num=0] 
    Epoch 3:   6%|▌         | 2000/33666 [01:14<19:45, 26.72it/s, loss=3.4, v_num=0]
    Epoch 3:   6%|▌         | 2000/33666 [01:14<19:45, 26.72it/s, loss=3.43, v_num=0]
    Epoch 3:   6%|▌         | 2001/33666 [01:14<19:45, 26.72it/s, loss=3.43, v_num=0]
    Epoch 3:   6%|▌         | 2001/33666 [01:14<19:45, 26.72it/s, loss=3.32, v_num=0]
    Epoch 3:   6%|▌         | 2002/33666 [01:14<19:45, 26.72it/s, loss=3.32, v_num=0]
    Epoch 3:   6%|▌         | 2002/33666 [01:14<19:45, 26.72it/s, loss=3.3, v_num=0] 
    Epoch 3:   6%|▌         | 2003/33666 [01:14<19:45, 26.72it/s, loss=3.3, v_num=0]
    Epoch 3:   6%|▌         | 2003/33666 [01:14<19:45, 26.72it/s, loss=3.34, v_num=0]
    Epoch 3:   6%|▌         | 2004/33666 [01:15<19:45, 26.72it/s, loss=3.34, v_num=0]
    Epoch 3:   6%|▌         | 2004/33666 [01:15<19:45, 26.72it/s, loss=3.33, v_num=0]
    Epoch 3:   6%|▌         | 2005/33666 [01:15<19:45, 26.72it/s, loss=3.33, v_num=0]
    Epoch 3:   6%|▌         | 2005/33666 [01:15<19:45, 26.72it/s, loss=3.35, v_num=0]
    Epoch 3:   6%|▌         | 2006/33666 [01:15<19:45, 26.72it/s, loss=3.35, v_num=0]
    Epoch 3:   6%|▌         | 2006/33666 [01:15<19:45, 26.72it/s, loss=3.36, v_num=0]
    Epoch 3:   6%|▌         | 2007/33666 [01:15<19:45, 26.71it/s, loss=3.36, v_num=0]
    Epoch 3:   6%|▌         | 2007/33666 [01:15<19:45, 26.71it/s, loss=3.28, v_num=0]
    Epoch 3:   6%|▌         | 2008/33666 [01:15<19:45, 26.71it/s, loss=3.28, v_num=0]
    Epoch 3:   6%|▌         | 2008/33666 [01:15<19:45, 26.71it/s, loss=3.36, v_num=0]
    Epoch 3:   6%|▌         | 2009/33666 [01:15<19:45, 26.71it/s, loss=3.36, v_num=0]
    Epoch 3:   6%|▌         | 2009/33666 [01:15<19:45, 26.71it/s, loss=3.3, v_num=0] 
    Epoch 3:   6%|▌         | 2010/33666 [01:15<19:44, 26.71it/s, loss=3.3, v_num=0]
    Epoch 3:   6%|▌         | 2010/33666 [01:15<19:44, 26.71it/s, loss=3.3, v_num=0]
    Epoch 3:   6%|▌         | 2011/33666 [01:15<19:44, 26.71it/s, loss=3.3, v_num=0]
    Epoch 3:   6%|▌         | 2011/33666 [01:15<19:44, 26.71it/s, loss=3.32, v_num=0]
    Epoch 3:   6%|▌         | 2012/33666 [01:15<19:44, 26.72it/s, loss=3.32, v_num=0]
    Epoch 3:   6%|▌         | 2012/33666 [01:15<19:44, 26.71it/s, loss=3.33, v_num=0]
    Epoch 3:   6%|▌         | 2013/33666 [01:15<19:44, 26.71it/s, loss=3.33, v_num=0]
    Epoch 3:   6%|▌         | 2013/33666 [01:15<19:44, 26.71it/s, loss=3.23, v_num=0]
    Epoch 3:   6%|▌         | 2014/33666 [01:15<19:44, 26.71it/s, loss=3.23, v_num=0]
    Epoch 3:   6%|▌         | 2014/33666 [01:15<19:44, 26.71it/s, loss=3.28, v_num=0]
    Epoch 3:   6%|▌         | 2015/33666 [01:15<19:44, 26.71it/s, loss=3.28, v_num=0]
    Epoch 3:   6%|▌         | 2015/33666 [01:15<19:44, 26.71it/s, loss=3.27, v_num=0]
    Epoch 3:   6%|▌         | 2016/33666 [01:15<19:44, 26.71it/s, loss=3.27, v_num=0]
    Epoch 3:   6%|▌         | 2016/33666 [01:15<19:44, 26.71it/s, loss=3.29, v_num=0]
    Epoch 3:   6%|▌         | 2017/33666 [01:15<19:44, 26.71it/s, loss=3.29, v_num=0]
    Epoch 3:   6%|▌         | 2017/33666 [01:15<19:44, 26.71it/s, loss=3.25, v_num=0]
    Epoch 3:   6%|▌         | 2018/33666 [01:15<19:44, 26.71it/s, loss=3.25, v_num=0]
    Epoch 3:   6%|▌         | 2018/33666 [01:15<19:44, 26.71it/s, loss=3.23, v_num=0]
    Epoch 3:   6%|▌         | 2019/33666 [01:15<19:44, 26.71it/s, loss=3.23, v_num=0]
    Epoch 3:   6%|▌         | 2019/33666 [01:15<19:44, 26.71it/s, loss=3.33, v_num=0]
    Epoch 3:   6%|▌         | 2020/33666 [01:15<19:44, 26.71it/s, loss=3.33, v_num=0]
    Epoch 3:   6%|▌         | 2020/33666 [01:15<19:44, 26.71it/s, loss=3.37, v_num=0]
    Epoch 3:   6%|▌         | 2021/33666 [01:15<19:44, 26.71it/s, loss=3.37, v_num=0]
    Epoch 3:   6%|▌         | 2021/33666 [01:15<19:44, 26.71it/s, loss=3.44, v_num=0]
    Epoch 3:   6%|▌         | 2022/33666 [01:15<19:44, 26.71it/s, loss=3.44, v_num=0]
    Epoch 3:   6%|▌         | 2022/33666 [01:15<19:44, 26.71it/s, loss=3.4, v_num=0] 
    Epoch 3:   6%|▌         | 2023/33666 [01:15<19:44, 26.71it/s, loss=3.4, v_num=0]
    Epoch 3:   6%|▌         | 2023/33666 [01:15<19:44, 26.71it/s, loss=3.47, v_num=0]
    Epoch 3:   6%|▌         | 2024/33666 [01:15<19:44, 26.71it/s, loss=3.47, v_num=0]
    Epoch 3:   6%|▌         | 2024/33666 [01:15<19:44, 26.71it/s, loss=3.4, v_num=0] 
    Epoch 3:   6%|▌         | 2025/33666 [01:15<19:44, 26.71it/s, loss=3.4, v_num=0]
    Epoch 3:   6%|▌         | 2025/33666 [01:15<19:44, 26.71it/s, loss=3.43, v_num=0]
    Epoch 3:   6%|▌         | 2026/33666 [01:15<19:44, 26.71it/s, loss=3.43, v_num=0]
    Epoch 3:   6%|▌         | 2026/33666 [01:15<19:44, 26.71it/s, loss=3.56, v_num=0]
    Epoch 3:   6%|▌         | 2027/33666 [01:15<19:44, 26.71it/s, loss=3.56, v_num=0]
    Epoch 3:   6%|▌         | 2027/33666 [01:15<19:44, 26.71it/s, loss=3.48, v_num=0]
    Epoch 3:   6%|▌         | 2028/33666 [01:15<19:44, 26.71it/s, loss=3.48, v_num=0]
    Epoch 3:   6%|▌         | 2028/33666 [01:15<19:44, 26.71it/s, loss=3.52, v_num=0]
    Epoch 3:   6%|▌         | 2029/33666 [01:15<19:44, 26.71it/s, loss=3.52, v_num=0]
    Epoch 3:   6%|▌         | 2029/33666 [01:15<19:44, 26.71it/s, loss=3.56, v_num=0]
    Epoch 3:   6%|▌         | 2030/33666 [01:15<19:44, 26.71it/s, loss=3.56, v_num=0]
    Epoch 3:   6%|▌         | 2030/33666 [01:15<19:44, 26.71it/s, loss=3.58, v_num=0]
    Epoch 3:   6%|▌         | 2031/33666 [01:16<19:44, 26.71it/s, loss=3.58, v_num=0]
    Epoch 3:   6%|▌         | 2031/33666 [01:16<19:44, 26.71it/s, loss=3.59, v_num=0]
    Epoch 3:   6%|▌         | 2032/33666 [01:16<19:44, 26.71it/s, loss=3.59, v_num=0]
    Epoch 3:   6%|▌         | 2032/33666 [01:16<19:44, 26.71it/s, loss=3.54, v_num=0]
    Epoch 3:   6%|▌         | 2033/33666 [01:16<19:44, 26.71it/s, loss=3.54, v_num=0]
    Epoch 3:   6%|▌         | 2033/33666 [01:16<19:44, 26.71it/s, loss=3.53, v_num=0]
    Epoch 3:   6%|▌         | 2034/33666 [01:16<19:44, 26.71it/s, loss=3.53, v_num=0]
    Epoch 3:   6%|▌         | 2034/33666 [01:16<19:44, 26.71it/s, loss=3.5, v_num=0] 
    Epoch 3:   6%|▌         | 2035/33666 [01:16<19:44, 26.71it/s, loss=3.5, v_num=0]
    Epoch 3:   6%|▌         | 2035/33666 [01:16<19:44, 26.71it/s, loss=3.5, v_num=0]
    Epoch 3:   6%|▌         | 2036/33666 [01:16<19:44, 26.71it/s, loss=3.5, v_num=0]
    Epoch 3:   6%|▌         | 2036/33666 [01:16<19:44, 26.71it/s, loss=3.41, v_num=0]
    Epoch 3:   6%|▌         | 2037/33666 [01:16<19:44, 26.71it/s, loss=3.41, v_num=0]
    Epoch 3:   6%|▌         | 2037/33666 [01:16<19:44, 26.71it/s, loss=3.4, v_num=0] 
    Epoch 3:   6%|▌         | 2038/33666 [01:16<19:44, 26.71it/s, loss=3.4, v_num=0]
    Epoch 3:   6%|▌         | 2038/33666 [01:16<19:44, 26.71it/s, loss=3.31, v_num=0]
    Epoch 3:   6%|▌         | 2039/33666 [01:16<19:44, 26.71it/s, loss=3.31, v_num=0]
    Epoch 3:   6%|▌         | 2039/33666 [01:16<19:44, 26.71it/s, loss=3.28, v_num=0]
    Epoch 3:   6%|▌         | 2040/33666 [01:16<19:43, 26.71it/s, loss=3.28, v_num=0]
    Epoch 3:   6%|▌         | 2040/33666 [01:16<19:44, 26.71it/s, loss=3.3, v_num=0] 
    Epoch 3:   6%|▌         | 2041/33666 [01:16<19:43, 26.71it/s, loss=3.3, v_num=0]
    Epoch 3:   6%|▌         | 2041/33666 [01:16<19:43, 26.71it/s, loss=3.37, v_num=0]
    Epoch 3:   6%|▌         | 2042/33666 [01:16<19:43, 26.71it/s, loss=3.37, v_num=0]
    Epoch 3:   6%|▌         | 2042/33666 [01:16<19:43, 26.71it/s, loss=3.38, v_num=0]
    Epoch 3:   6%|▌         | 2043/33666 [01:16<19:43, 26.71it/s, loss=3.38, v_num=0]
    Epoch 3:   6%|▌         | 2043/33666 [01:16<19:43, 26.71it/s, loss=3.23, v_num=0]
    Epoch 3:   6%|▌         | 2044/33666 [01:16<19:43, 26.71it/s, loss=3.23, v_num=0]
    Epoch 3:   6%|▌         | 2044/33666 [01:16<19:43, 26.71it/s, loss=3.26, v_num=0]
    Epoch 3:   6%|▌         | 2045/33666 [01:16<19:43, 26.71it/s, loss=3.26, v_num=0]
    Epoch 3:   6%|▌         | 2045/33666 [01:16<19:43, 26.71it/s, loss=3.21, v_num=0]
    Epoch 3:   6%|▌         | 2046/33666 [01:16<19:43, 26.71it/s, loss=3.21, v_num=0]
    Epoch 3:   6%|▌         | 2046/33666 [01:16<19:43, 26.71it/s, loss=3.1, v_num=0] 
    Epoch 3:   6%|▌         | 2047/33666 [01:16<19:43, 26.71it/s, loss=3.1, v_num=0]
    Epoch 3:   6%|▌         | 2047/33666 [01:16<19:43, 26.71it/s, loss=3.17, v_num=0]
    Epoch 3:   6%|▌         | 2048/33666 [01:16<19:43, 26.71it/s, loss=3.17, v_num=0]
    Epoch 3:   6%|▌         | 2048/33666 [01:16<19:43, 26.71it/s, loss=3.05, v_num=0]
    Epoch 3:   6%|▌         | 2049/33666 [01:16<19:43, 26.71it/s, loss=3.05, v_num=0]
    Epoch 3:   6%|▌         | 2049/33666 [01:16<19:43, 26.71it/s, loss=3, v_num=0]   
    Epoch 3:   6%|▌         | 2050/33666 [01:16<19:43, 26.71it/s, loss=3, v_num=0]
    Epoch 3:   6%|▌         | 2050/33666 [01:16<19:43, 26.71it/s, loss=3, v_num=0]
    Epoch 3:   6%|▌         | 2051/33666 [01:16<19:43, 26.71it/s, loss=3, v_num=0]
    Epoch 3:   6%|▌         | 2051/33666 [01:16<19:43, 26.71it/s, loss=2.95, v_num=0]
    Epoch 3:   6%|▌         | 2052/33666 [01:16<19:43, 26.71it/s, loss=2.95, v_num=0]
    Epoch 3:   6%|▌         | 2052/33666 [01:16<19:43, 26.71it/s, loss=2.91, v_num=0]
    Epoch 3:   6%|▌         | 2053/33666 [01:16<19:43, 26.71it/s, loss=2.91, v_num=0]
    Epoch 3:   6%|▌         | 2053/33666 [01:16<19:43, 26.71it/s, loss=2.93, v_num=0]
    Epoch 3:   6%|▌         | 2054/33666 [01:16<19:43, 26.71it/s, loss=2.93, v_num=0]
    Epoch 3:   6%|▌         | 2054/33666 [01:16<19:43, 26.71it/s, loss=2.93, v_num=0]
    Epoch 3:   6%|▌         | 2055/33666 [01:16<19:43, 26.71it/s, loss=2.93, v_num=0]
    Epoch 3:   6%|▌         | 2055/33666 [01:16<19:43, 26.71it/s, loss=2.92, v_num=0]
    Epoch 3:   6%|▌         | 2056/33666 [01:16<19:43, 26.71it/s, loss=2.92, v_num=0]
    Epoch 3:   6%|▌         | 2056/33666 [01:16<19:43, 26.71it/s, loss=2.97, v_num=0]
    Epoch 3:   6%|▌         | 2057/33666 [01:17<19:43, 26.71it/s, loss=2.97, v_num=0]
    Epoch 3:   6%|▌         | 2057/33666 [01:17<19:43, 26.71it/s, loss=2.98, v_num=0]
    Epoch 3:   6%|▌         | 2058/33666 [01:17<19:43, 26.71it/s, loss=2.98, v_num=0]
    Epoch 3:   6%|▌         | 2058/33666 [01:17<19:43, 26.71it/s, loss=3.04, v_num=0]
    Epoch 3:   6%|▌         | 2059/33666 [01:17<19:43, 26.71it/s, loss=3.04, v_num=0]
    Epoch 3:   6%|▌         | 2059/33666 [01:17<19:43, 26.71it/s, loss=3.03, v_num=0]
    Epoch 3:   6%|▌         | 2060/33666 [01:17<19:43, 26.71it/s, loss=3.03, v_num=0]
    Epoch 3:   6%|▌         | 2060/33666 [01:17<19:43, 26.71it/s, loss=2.94, v_num=0]
    Epoch 3:   6%|▌         | 2061/33666 [01:17<19:43, 26.71it/s, loss=2.94, v_num=0]
    Epoch 3:   6%|▌         | 2061/33666 [01:17<19:43, 26.71it/s, loss=2.88, v_num=0]
    Epoch 3:   6%|▌         | 2062/33666 [01:17<19:43, 26.71it/s, loss=2.88, v_num=0]
    Epoch 3:   6%|▌         | 2062/33666 [01:17<19:43, 26.71it/s, loss=2.9, v_num=0] 
    Epoch 3:   6%|▌         | 2063/33666 [01:17<19:43, 26.70it/s, loss=2.9, v_num=0]
    Epoch 3:   6%|▌         | 2063/33666 [01:17<19:43, 26.70it/s, loss=2.93, v_num=0]
    Epoch 3:   6%|▌         | 2064/33666 [01:17<19:43, 26.70it/s, loss=2.93, v_num=0]
    Epoch 3:   6%|▌         | 2064/33666 [01:17<19:43, 26.70it/s, loss=2.88, v_num=0]
    Epoch 3:   6%|▌         | 2065/33666 [01:17<19:43, 26.70it/s, loss=2.88, v_num=0]
    Epoch 3:   6%|▌         | 2065/33666 [01:17<19:43, 26.70it/s, loss=2.85, v_num=0]
    Epoch 3:   6%|▌         | 2066/33666 [01:17<19:43, 26.71it/s, loss=2.85, v_num=0]
    Epoch 3:   6%|▌         | 2066/33666 [01:17<19:43, 26.71it/s, loss=2.79, v_num=0]
    Epoch 3:   6%|▌         | 2067/33666 [01:17<19:43, 26.70it/s, loss=2.79, v_num=0]
    Epoch 3:   6%|▌         | 2067/33666 [01:17<19:43, 26.70it/s, loss=2.81, v_num=0]
    Epoch 3:   6%|▌         | 2068/33666 [01:17<19:43, 26.71it/s, loss=2.81, v_num=0]
    Epoch 3:   6%|▌         | 2068/33666 [01:17<19:43, 26.70it/s, loss=2.88, v_num=0]
    Epoch 3:   6%|▌         | 2069/33666 [01:17<19:43, 26.71it/s, loss=2.88, v_num=0]
    Epoch 3:   6%|▌         | 2069/33666 [01:17<19:43, 26.71it/s, loss=2.97, v_num=0]
    Epoch 3:   6%|▌         | 2070/33666 [01:17<19:43, 26.70it/s, loss=2.97, v_num=0]
    Epoch 3:   6%|▌         | 2070/33666 [01:17<19:43, 26.70it/s, loss=2.95, v_num=0]
    Epoch 3:   6%|▌         | 2071/33666 [01:17<19:43, 26.70it/s, loss=2.95, v_num=0]
    Epoch 3:   6%|▌         | 2071/33666 [01:17<19:43, 26.70it/s, loss=3, v_num=0]   
    Epoch 3:   6%|▌         | 2072/33666 [01:17<19:43, 26.70it/s, loss=3, v_num=0]
    Epoch 3:   6%|▌         | 2072/33666 [01:17<19:43, 26.70it/s, loss=3.12, v_num=0]
    Epoch 3:   6%|▌         | 2073/33666 [01:17<19:43, 26.71it/s, loss=3.12, v_num=0]
    Epoch 3:   6%|▌         | 2073/33666 [01:17<19:43, 26.71it/s, loss=3.19, v_num=0]
    Epoch 3:   6%|▌         | 2074/33666 [01:17<19:42, 26.71it/s, loss=3.19, v_num=0]
    Epoch 3:   6%|▌         | 2074/33666 [01:17<19:42, 26.71it/s, loss=3.19, v_num=0]
    Epoch 3:   6%|▌         | 2075/33666 [01:17<19:42, 26.71it/s, loss=3.19, v_num=0]
    Epoch 3:   6%|▌         | 2075/33666 [01:17<19:42, 26.71it/s, loss=3.14, v_num=0]
    Epoch 3:   6%|▌         | 2076/33666 [01:17<19:42, 26.71it/s, loss=3.14, v_num=0]
    Epoch 3:   6%|▌         | 2076/33666 [01:17<19:42, 26.71it/s, loss=3.12, v_num=0]
    Epoch 3:   6%|▌         | 2077/33666 [01:17<19:42, 26.71it/s, loss=3.12, v_num=0]
    Epoch 3:   6%|▌         | 2077/33666 [01:17<19:42, 26.71it/s, loss=3.11, v_num=0]
    Epoch 3:   6%|▌         | 2078/33666 [01:17<19:42, 26.71it/s, loss=3.11, v_num=0]
    Epoch 3:   6%|▌         | 2078/33666 [01:17<19:42, 26.71it/s, loss=3.06, v_num=0]
    Epoch 3:   6%|▌         | 2079/33666 [01:17<19:42, 26.70it/s, loss=3.06, v_num=0]
    Epoch 3:   6%|▌         | 2079/33666 [01:17<19:42, 26.70it/s, loss=3.08, v_num=0]
    Epoch 3:   6%|▌         | 2080/33666 [01:17<19:42, 26.71it/s, loss=3.08, v_num=0]
    Epoch 3:   6%|▌         | 2080/33666 [01:17<19:42, 26.71it/s, loss=3.17, v_num=0]
    Epoch 3:   6%|▌         | 2081/33666 [01:17<19:42, 26.71it/s, loss=3.17, v_num=0]
    Epoch 3:   6%|▌         | 2081/33666 [01:17<19:42, 26.71it/s, loss=3.12, v_num=0]
    Epoch 3:   6%|▌         | 2082/33666 [01:17<19:42, 26.71it/s, loss=3.12, v_num=0]
    Epoch 3:   6%|▌         | 2082/33666 [01:17<19:42, 26.71it/s, loss=3.06, v_num=0]
    Epoch 3:   6%|▌         | 2083/33666 [01:17<19:42, 26.71it/s, loss=3.06, v_num=0]
    Epoch 3:   6%|▌         | 2083/33666 [01:17<19:42, 26.71it/s, loss=3.1, v_num=0] 
    Epoch 3:   6%|▌         | 2084/33666 [01:18<19:42, 26.71it/s, loss=3.1, v_num=0]
    Epoch 3:   6%|▌         | 2084/33666 [01:18<19:42, 26.71it/s, loss=3.19, v_num=0]
    Epoch 3:   6%|▌         | 2085/33666 [01:18<19:42, 26.71it/s, loss=3.19, v_num=0]
    Epoch 3:   6%|▌         | 2085/33666 [01:18<19:42, 26.71it/s, loss=3.24, v_num=0]
    Epoch 3:   6%|▌         | 2086/33666 [01:18<19:42, 26.71it/s, loss=3.24, v_num=0]
    Epoch 3:   6%|▌         | 2086/33666 [01:18<19:42, 26.71it/s, loss=3.27, v_num=0]
    Epoch 3:   6%|▌         | 2087/33666 [01:18<19:42, 26.71it/s, loss=3.27, v_num=0]
    Epoch 3:   6%|▌         | 2087/33666 [01:18<19:42, 26.71it/s, loss=3.29, v_num=0]
    Epoch 3:   6%|▌         | 2088/33666 [01:18<19:42, 26.71it/s, loss=3.29, v_num=0]
    Epoch 3:   6%|▌         | 2088/33666 [01:18<19:42, 26.71it/s, loss=3.21, v_num=0]
    Epoch 3:   6%|▌         | 2089/33666 [01:18<19:42, 26.70it/s, loss=3.21, v_num=0]
    Epoch 3:   6%|▌         | 2089/33666 [01:18<19:42, 26.70it/s, loss=3.24, v_num=0]
    Epoch 3:   6%|▌         | 2090/33666 [01:18<19:42, 26.70it/s, loss=3.24, v_num=0]
    Epoch 3:   6%|▌         | 2090/33666 [01:18<19:42, 26.70it/s, loss=3.38, v_num=0]
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    Epoch 3:   6%|▌         | 2093/33666 [01:18<19:42, 26.70it/s, loss=3.28, v_num=0]
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    Epoch 3:   6%|▌         | 2094/33666 [01:18<19:42, 26.71it/s, loss=3.27, v_num=0]
    Epoch 3:   6%|▌         | 2095/33666 [01:18<19:42, 26.71it/s, loss=3.27, v_num=0]
    Epoch 3:   6%|▌         | 2095/33666 [01:18<19:42, 26.70it/s, loss=3.34, v_num=0]
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    Epoch 3:   6%|▌         | 2096/33666 [01:18<19:42, 26.70it/s, loss=3.34, v_num=0]
    Epoch 3:   6%|▌         | 2097/33666 [01:18<19:42, 26.71it/s, loss=3.34, v_num=0]
    Epoch 3:   6%|▌         | 2097/33666 [01:18<19:42, 26.71it/s, loss=3.36, v_num=0]
    Epoch 3:   6%|▌         | 2098/33666 [01:18<19:42, 26.71it/s, loss=3.36, v_num=0]
    Epoch 3:   6%|▌         | 2098/33666 [01:18<19:42, 26.71it/s, loss=3.41, v_num=0]
    Epoch 3:   6%|▌         | 2099/33666 [01:18<19:42, 26.71it/s, loss=3.41, v_num=0]
    Epoch 3:   6%|▌         | 2099/33666 [01:18<19:42, 26.71it/s, loss=3.5, v_num=0] 
    Epoch 3:   6%|▌         | 2100/33666 [01:18<19:41, 26.71it/s, loss=3.5, v_num=0]
    Epoch 3:   6%|▌         | 2100/33666 [01:18<19:41, 26.71it/s, loss=3.53, v_num=0]
    Epoch 3:   6%|▌         | 2101/33666 [01:18<19:41, 26.71it/s, loss=3.53, v_num=0]
    Epoch 3:   6%|▌         | 2101/33666 [01:18<19:41, 26.71it/s, loss=3.65, v_num=0]
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    Epoch 3:   6%|▌         | 2102/33666 [01:18<19:41, 26.71it/s, loss=3.69, v_num=0]
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    Epoch 3:   6%|▌         | 2103/33666 [01:18<19:41, 26.71it/s, loss=3.65, v_num=0]
    Epoch 3:   6%|▌         | 2104/33666 [01:18<19:41, 26.70it/s, loss=3.65, v_num=0]
    Epoch 3:   6%|▌         | 2104/33666 [01:18<19:41, 26.70it/s, loss=3.55, v_num=0]
    Epoch 3:   6%|▋         | 2105/33666 [01:18<19:41, 26.70it/s, loss=3.55, v_num=0]
    Epoch 3:   6%|▋         | 2105/33666 [01:18<19:41, 26.70it/s, loss=3.51, v_num=0]
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    Epoch 3:   6%|▋         | 2106/33666 [01:18<19:41, 26.70it/s, loss=3.53, v_num=0]
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    Epoch 3:   6%|▋         | 2107/33666 [01:18<19:41, 26.70it/s, loss=3.43, v_num=0]
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    Epoch 3:   6%|▋         | 2108/33666 [01:18<19:41, 26.70it/s, loss=3.46, v_num=0]
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    Epoch 3:   6%|▋         | 2109/33666 [01:18<19:41, 26.70it/s, loss=3.47, v_num=0]
    Epoch 3:   6%|▋         | 2110/33666 [01:19<19:41, 26.70it/s, loss=3.47, v_num=0]
    Epoch 3:   6%|▋         | 2110/33666 [01:19<19:41, 26.70it/s, loss=3.32, v_num=0]
    Epoch 3:   6%|▋         | 2111/33666 [01:19<19:41, 26.70it/s, loss=3.32, v_num=0]
    Epoch 3:   6%|▋         | 2111/33666 [01:19<19:41, 26.70it/s, loss=3.49, v_num=0]
    Epoch 3:   6%|▋         | 2112/33666 [01:19<19:41, 26.70it/s, loss=3.49, v_num=0]
    Epoch 3:   6%|▋         | 2112/33666 [01:19<19:41, 26.70it/s, loss=3.55, v_num=0]
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    Epoch 3:   6%|▋         | 2113/33666 [01:19<19:41, 26.70it/s, loss=3.69, v_num=0]
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    Epoch 3:   6%|▋         | 2114/33666 [01:19<19:41, 26.70it/s, loss=3.7, v_num=0] 
    Epoch 3:   6%|▋         | 2115/33666 [01:19<19:41, 26.71it/s, loss=3.7, v_num=0]
    Epoch 3:   6%|▋         | 2115/33666 [01:19<19:41, 26.71it/s, loss=3.7, v_num=0]
    Epoch 3:   6%|▋         | 2116/33666 [01:19<19:41, 26.71it/s, loss=3.7, v_num=0]
    Epoch 3:   6%|▋         | 2116/33666 [01:19<19:41, 26.71it/s, loss=3.71, v_num=0]
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    Epoch 3:   6%|▋         | 2117/33666 [01:19<19:41, 26.71it/s, loss=3.72, v_num=0]
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    Epoch 3:   6%|▋         | 2118/33666 [01:19<19:41, 26.71it/s, loss=3.69, v_num=0]
    Epoch 3:   6%|▋         | 2119/33666 [01:19<19:41, 26.71it/s, loss=3.69, v_num=0]
    Epoch 3:   6%|▋         | 2119/33666 [01:19<19:41, 26.71it/s, loss=3.64, v_num=0]
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    Epoch 3:   6%|▋         | 2120/33666 [01:19<19:41, 26.71it/s, loss=3.58, v_num=0]
    Epoch 3:   6%|▋         | 2121/33666 [01:19<19:41, 26.71it/s, loss=3.58, v_num=0]
    Epoch 3:   6%|▋         | 2121/33666 [01:19<19:41, 26.71it/s, loss=3.52, v_num=0]
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    Epoch 3:   6%|▋         | 2123/33666 [01:19<19:41, 26.71it/s, loss=3.6, v_num=0] 
    Epoch 3:   6%|▋         | 2124/33666 [01:19<19:41, 26.71it/s, loss=3.6, v_num=0]
    Epoch 3:   6%|▋         | 2124/33666 [01:19<19:41, 26.71it/s, loss=3.6, v_num=0]
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    Epoch 3:   6%|▋         | 2125/33666 [01:19<19:41, 26.71it/s, loss=3.6, v_num=0]
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    Epoch 3:   6%|▋         | 2126/33666 [01:19<19:40, 26.71it/s, loss=3.61, v_num=0]
    Epoch 3:   6%|▋         | 2127/33666 [01:19<19:40, 26.71it/s, loss=3.61, v_num=0]
    Epoch 3:   6%|▋         | 2127/33666 [01:19<19:40, 26.71it/s, loss=3.64, v_num=0]
    Epoch 3:   6%|▋         | 2128/33666 [01:19<19:40, 26.71it/s, loss=3.64, v_num=0]
    Epoch 3:   6%|▋         | 2128/33666 [01:19<19:40, 26.71it/s, loss=3.69, v_num=0]
    Epoch 3:   6%|▋         | 2129/33666 [01:19<19:40, 26.71it/s, loss=3.69, v_num=0]
    Epoch 3:   6%|▋         | 2129/33666 [01:19<19:40, 26.71it/s, loss=3.62, v_num=0]
    Epoch 3:   6%|▋         | 2130/33666 [01:19<19:40, 26.71it/s, loss=3.62, v_num=0]
    Epoch 3:   6%|▋         | 2130/33666 [01:19<19:40, 26.71it/s, loss=3.65, v_num=0]
    Epoch 3:   6%|▋         | 2131/33666 [01:19<19:40, 26.71it/s, loss=3.65, v_num=0]
    Epoch 3:   6%|▋         | 2131/33666 [01:19<19:40, 26.71it/s, loss=3.45, v_num=0]
    Epoch 3:   6%|▋         | 2132/33666 [01:19<19:40, 26.71it/s, loss=3.45, v_num=0]
    Epoch 3:   6%|▋         | 2132/33666 [01:19<19:40, 26.71it/s, loss=3.38, v_num=0]
    Epoch 3:   6%|▋         | 2133/33666 [01:19<19:40, 26.71it/s, loss=3.38, v_num=0]
    Epoch 3:   6%|▋         | 2133/33666 [01:19<19:40, 26.71it/s, loss=3.27, v_num=0]
    Epoch 3:   6%|▋         | 2134/33666 [01:19<19:40, 26.71it/s, loss=3.27, v_num=0]
    Epoch 3:   6%|▋         | 2134/33666 [01:19<19:40, 26.71it/s, loss=3.16, v_num=0]
    Epoch 3:   6%|▋         | 2135/33666 [01:19<19:40, 26.71it/s, loss=3.16, v_num=0]
    Epoch 3:   6%|▋         | 2135/33666 [01:19<19:40, 26.71it/s, loss=3.24, v_num=0]
    Epoch 3:   6%|▋         | 2136/33666 [01:19<19:40, 26.71it/s, loss=3.24, v_num=0]
    Epoch 3:   6%|▋         | 2136/33666 [01:19<19:40, 26.71it/s, loss=3.25, v_num=0]
    Epoch 3:   6%|▋         | 2137/33666 [01:20<19:40, 26.71it/s, loss=3.25, v_num=0]
    Epoch 3:   6%|▋         | 2137/33666 [01:20<19:40, 26.71it/s, loss=3.15, v_num=0]
    Epoch 3:   6%|▋         | 2138/33666 [01:20<19:40, 26.71it/s, loss=3.15, v_num=0]
    Epoch 3:   6%|▋         | 2138/33666 [01:20<19:40, 26.71it/s, loss=3.25, v_num=0]
    Epoch 3:   6%|▋         | 2139/33666 [01:20<19:40, 26.71it/s, loss=3.25, v_num=0]
    Epoch 3:   6%|▋         | 2139/33666 [01:20<19:40, 26.71it/s, loss=3.23, v_num=0]
    Epoch 3:   6%|▋         | 2140/33666 [01:20<19:40, 26.71it/s, loss=3.23, v_num=0]
    Epoch 3:   6%|▋         | 2140/33666 [01:20<19:40, 26.71it/s, loss=3.31, v_num=0]
    Epoch 3:   6%|▋         | 2141/33666 [01:20<19:40, 26.71it/s, loss=3.31, v_num=0]
    Epoch 3:   6%|▋         | 2141/33666 [01:20<19:40, 26.71it/s, loss=3.24, v_num=0]
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    Epoch 3:   6%|▋         | 2142/33666 [01:20<19:40, 26.71it/s, loss=3.3, v_num=0] 
    Epoch 3:   6%|▋         | 2143/33666 [01:20<19:40, 26.71it/s, loss=3.3, v_num=0]
    Epoch 3:   6%|▋         | 2143/33666 [01:20<19:40, 26.71it/s, loss=3.32, v_num=0]
    Epoch 3:   6%|▋         | 2144/33666 [01:20<19:40, 26.71it/s, loss=3.32, v_num=0]
    Epoch 3:   6%|▋         | 2144/33666 [01:20<19:40, 26.71it/s, loss=3.32, v_num=0]
    Epoch 3:   6%|▋         | 2145/33666 [01:20<19:40, 26.71it/s, loss=3.32, v_num=0]
    Epoch 3:   6%|▋         | 2145/33666 [01:20<19:40, 26.71it/s, loss=3.37, v_num=0]
    Epoch 3:   6%|▋         | 2146/33666 [01:20<19:39, 26.71it/s, loss=3.37, v_num=0]
    Epoch 3:   6%|▋         | 2146/33666 [01:20<19:39, 26.71it/s, loss=3.38, v_num=0]
    Epoch 3:   6%|▋         | 2147/33666 [01:20<19:39, 26.71it/s, loss=3.38, v_num=0]
    Epoch 3:   6%|▋         | 2147/33666 [01:20<19:39, 26.71it/s, loss=3.38, v_num=0]
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    Epoch 3:   6%|▋         | 2149/33666 [01:20<19:39, 26.71it/s, loss=3.31, v_num=0]
    Epoch 3:   6%|▋         | 2149/33666 [01:20<19:39, 26.71it/s, loss=3.31, v_num=0]
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    Epoch 3:   6%|▋         | 2150/33666 [01:20<19:39, 26.71it/s, loss=3.24, v_num=0]
    Epoch 3:   6%|▋         | 2151/33666 [01:20<19:39, 26.71it/s, loss=3.24, v_num=0]
    Epoch 3:   6%|▋         | 2151/33666 [01:20<19:39, 26.71it/s, loss=3.26, v_num=0]
    Epoch 3:   6%|▋         | 2152/33666 [01:20<19:39, 26.71it/s, loss=3.26, v_num=0]
    Epoch 3:   6%|▋         | 2152/33666 [01:20<19:39, 26.71it/s, loss=3.28, v_num=0]
    Epoch 3:   6%|▋         | 2153/33666 [01:20<19:39, 26.71it/s, loss=3.28, v_num=0]
    Epoch 3:   6%|▋         | 2153/33666 [01:20<19:39, 26.71it/s, loss=3.31, v_num=0]
    Epoch 3:   6%|▋         | 2154/33666 [01:20<19:39, 26.71it/s, loss=3.31, v_num=0]
    Epoch 3:   6%|▋         | 2154/33666 [01:20<19:39, 26.71it/s, loss=3.43, v_num=0]
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    Epoch 3:   6%|▋         | 2156/33666 [01:20<19:39, 26.71it/s, loss=3.34, v_num=0]
    Epoch 3:   6%|▋         | 2156/33666 [01:20<19:39, 26.71it/s, loss=3.34, v_num=0]
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    Epoch 3:   6%|▋         | 2157/33666 [01:20<19:39, 26.71it/s, loss=3.45, v_num=0]
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    Epoch 3:   6%|▋         | 2161/33666 [01:20<19:39, 26.71it/s, loss=3.43, v_num=0]
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    Epoch 3:   6%|▋         | 2163/33666 [01:20<19:39, 26.71it/s, loss=3.3, v_num=0] 
    Epoch 3:   6%|▋         | 2164/33666 [01:21<19:39, 26.71it/s, loss=3.3, v_num=0]
    Epoch 3:   6%|▋         | 2164/33666 [01:21<19:39, 26.71it/s, loss=3.38, v_num=0]
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    Epoch 3:   6%|▋         | 2173/33666 [01:21<19:38, 26.72it/s, loss=3.49, v_num=0]
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    Epoch 3:   7%|▋         | 2213/33666 [01:22<19:37, 26.71it/s, loss=3.4, v_num=0] 
    Epoch 3:   7%|▋         | 2214/33666 [01:22<19:37, 26.71it/s, loss=3.4, v_num=0]
    Epoch 3:   7%|▋         | 2214/33666 [01:22<19:37, 26.71it/s, loss=3.32, v_num=0]
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    Epoch 3:   7%|▋         | 2215/33666 [01:22<19:37, 26.71it/s, loss=3.34, v_num=0]
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    Epoch 3:   7%|▋         | 2216/33666 [01:22<19:37, 26.72it/s, loss=3.36, v_num=0]
    Epoch 3:   7%|▋         | 2217/33666 [01:22<19:37, 26.72it/s, loss=3.36, v_num=0]
    Epoch 3:   7%|▋         | 2217/33666 [01:22<19:37, 26.71it/s, loss=3.32, v_num=0]
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    Epoch 3:   7%|▋         | 2218/33666 [01:23<19:37, 26.72it/s, loss=3.36, v_num=0]
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    Epoch 3:   7%|▋         | 2220/33666 [01:23<19:37, 26.72it/s, loss=3.34, v_num=0]
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    Epoch 3:   7%|▋         | 2224/33666 [01:23<19:36, 26.72it/s, loss=3.31, v_num=0]
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    Epoch 3:   7%|▋         | 2226/33666 [01:23<19:36, 26.72it/s, loss=3.3, v_num=0] 
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    Epoch 3:   7%|▋         | 2241/33666 [01:23<19:35, 26.72it/s, loss=3.12, v_num=0]
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    Epoch 3:   7%|▋         | 2281/33666 [01:25<19:34, 26.73it/s, loss=3.26, v_num=0]
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    Epoch 3:   7%|▋         | 2284/33666 [01:25<19:34, 26.73it/s, loss=3.27, v_num=0]
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    Epoch 3:   7%|▋         | 2297/33666 [01:25<19:33, 26.73it/s, loss=3.57, v_num=0]
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    Epoch 3:   7%|▋         | 2299/33666 [01:26<19:33, 26.73it/s, loss=3.68, v_num=0]
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    Epoch 3:   7%|▋         | 2301/33666 [01:26<19:33, 26.73it/s, loss=3.57, v_num=0]
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    Epoch 3:   7%|▋         | 2303/33666 [01:26<19:33, 26.73it/s, loss=3.41, v_num=0]
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    Epoch 3:   7%|▋         | 2305/33666 [01:26<19:33, 26.73it/s, loss=3.37, v_num=0]
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    Epoch 3:   7%|▋         | 2307/33666 [01:26<19:33, 26.72it/s, loss=3.39, v_num=0]
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    Epoch 3:   7%|▋         | 2308/33666 [01:26<19:33, 26.72it/s, loss=3.33, v_num=0]
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    Epoch 3:   7%|▋         | 2310/33666 [01:26<19:33, 26.72it/s, loss=3.31, v_num=0]
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    Epoch 3:   7%|▋         | 2311/33666 [01:26<19:33, 26.72it/s, loss=3.24, v_num=0]
    Epoch 3:   7%|▋         | 2312/33666 [01:26<19:33, 26.72it/s, loss=3.24, v_num=0]
    Epoch 3:   7%|▋         | 2312/33666 [01:26<19:33, 26.72it/s, loss=3.36, v_num=0]
    Epoch 3:   7%|▋         | 2313/33666 [01:26<19:33, 26.72it/s, loss=3.36, v_num=0]
    Epoch 3:   7%|▋         | 2313/33666 [01:26<19:33, 26.72it/s, loss=3.37, v_num=0]
    Epoch 3:   7%|▋         | 2314/33666 [01:26<19:33, 26.72it/s, loss=3.37, v_num=0]
    Epoch 3:   7%|▋         | 2314/33666 [01:26<19:33, 26.72it/s, loss=3.33, v_num=0]
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    Epoch 3:   7%|▋         | 2315/33666 [01:26<19:33, 26.72it/s, loss=3.28, v_num=0]
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    Epoch 3:   7%|▋         | 2316/33666 [01:26<19:33, 26.72it/s, loss=3.2, v_num=0] 
    Epoch 3:   7%|▋         | 2317/33666 [01:26<19:33, 26.72it/s, loss=3.2, v_num=0]
    Epoch 3:   7%|▋         | 2317/33666 [01:26<19:33, 26.72it/s, loss=3.11, v_num=0]
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    Epoch 3:   7%|▋         | 2318/33666 [01:26<19:33, 26.72it/s, loss=3.05, v_num=0]
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    Epoch 3:   7%|▋         | 2320/33666 [01:26<19:33, 26.72it/s, loss=3.07, v_num=0]
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    Epoch 3:   7%|▋         | 2324/33666 [01:26<19:33, 26.72it/s, loss=3.1, v_num=0] 
    Epoch 3:   7%|▋         | 2325/33666 [01:27<19:33, 26.72it/s, loss=3.1, v_num=0]
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    Epoch 3:   7%|▋         | 2381/33666 [01:29<19:30, 26.72it/s, loss=3.45, v_num=0]
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    Epoch 3:   7%|▋         | 2392/33666 [01:29<19:30, 26.72it/s, loss=3.35, v_num=0]
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    Epoch 3:   7%|▋         | 2401/33666 [01:29<19:30, 26.72it/s, loss=3.41, v_num=0]
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    Epoch 3:   7%|▋         | 2402/33666 [01:29<19:30, 26.72it/s, loss=3.38, v_num=0]
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    Epoch 3:   7%|▋         | 2403/33666 [01:29<19:30, 26.72it/s, loss=3.45, v_num=0]
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    Epoch 3:   7%|▋         | 2404/33666 [01:29<19:30, 26.72it/s, loss=3.45, v_num=0]
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    Epoch 3:   7%|▋         | 2405/33666 [01:30<19:30, 26.72it/s, loss=3.49, v_num=0]
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    Epoch 3:   7%|▋         | 2406/33666 [01:30<19:30, 26.72it/s, loss=3.55, v_num=0]
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    Epoch 3:   7%|▋         | 2407/33666 [01:30<19:30, 26.72it/s, loss=3.48, v_num=0]
    Epoch 3:   7%|▋         | 2408/33666 [01:30<19:30, 26.72it/s, loss=3.48, v_num=0]
    Epoch 3:   7%|▋         | 2408/33666 [01:30<19:30, 26.72it/s, loss=3.44, v_num=0]
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    Epoch 3:   7%|▋         | 2409/33666 [01:30<19:30, 26.72it/s, loss=3.41, v_num=0]
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    Epoch 3:   7%|▋         | 2410/33666 [01:30<19:30, 26.71it/s, loss=3.32, v_num=0]
    Epoch 3:   7%|▋         | 2411/33666 [01:30<19:30, 26.71it/s, loss=3.32, v_num=0]
    Epoch 3:   7%|▋         | 2411/33666 [01:30<19:30, 26.71it/s, loss=3.24, v_num=0]
    Epoch 3:   7%|▋         | 2412/33666 [01:30<19:30, 26.71it/s, loss=3.24, v_num=0]
    Epoch 3:   7%|▋         | 2412/33666 [01:30<19:30, 26.71it/s, loss=3.25, v_num=0]
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    Epoch 3:   7%|▋         | 2413/33666 [01:30<19:30, 26.71it/s, loss=3.25, v_num=0]
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    Epoch 3:   7%|▋         | 2414/33666 [01:30<19:29, 26.71it/s, loss=3.3, v_num=0] 
    Epoch 3:   7%|▋         | 2415/33666 [01:30<19:29, 26.71it/s, loss=3.3, v_num=0]
    Epoch 3:   7%|▋         | 2415/33666 [01:30<19:30, 26.71it/s, loss=3.29, v_num=0]
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    Epoch 3:   7%|▋         | 2420/33666 [01:30<19:29, 26.71it/s, loss=3.24, v_num=0]
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    Epoch 3:   7%|▋         | 2424/33666 [01:30<19:29, 26.71it/s, loss=3.4, v_num=0] 
    Epoch 3:   7%|▋         | 2425/33666 [01:30<19:29, 26.71it/s, loss=3.4, v_num=0]
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    Epoch 3:   7%|▋         | 2428/33666 [01:30<19:29, 26.71it/s, loss=3.43, v_num=0]
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    Epoch 3:   7%|▋         | 2431/33666 [01:31<19:29, 26.71it/s, loss=3.58, v_num=0]
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    Epoch 3:   7%|▋         | 2432/33666 [01:31<19:29, 26.70it/s, loss=3.53, v_num=0]
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    Epoch 3:   7%|▋         | 2433/33666 [01:31<19:29, 26.70it/s, loss=3.48, v_num=0]
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    Epoch 3:   7%|▋         | 2434/33666 [01:31<19:29, 26.70it/s, loss=3.48, v_num=0]
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    Epoch 3:   7%|▋         | 2435/33666 [01:31<19:29, 26.71it/s, loss=3.54, v_num=0]
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    Epoch 3:   7%|▋         | 2437/33666 [01:31<19:29, 26.70it/s, loss=3.74, v_num=0]
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    Epoch 3:   7%|▋         | 2438/33666 [01:31<19:29, 26.71it/s, loss=3.76, v_num=0]
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    Epoch 3:   7%|▋         | 2441/33666 [01:31<19:29, 26.71it/s, loss=3.74, v_num=0]
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    Epoch 3:   7%|▋         | 2443/33666 [01:31<19:29, 26.71it/s, loss=3.59, v_num=0]
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    Epoch 3:   7%|▋         | 2446/33666 [01:31<19:28, 26.71it/s, loss=3.43, v_num=0]
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    Epoch 3:   7%|▋         | 2447/33666 [01:31<19:28, 26.71it/s, loss=3.24, v_num=0]
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    Epoch 3:   7%|▋         | 2448/33666 [01:31<19:28, 26.71it/s, loss=3.2, v_num=0] 
    Epoch 3:   7%|▋         | 2449/33666 [01:31<19:28, 26.71it/s, loss=3.2, v_num=0]
    Epoch 3:   7%|▋         | 2449/33666 [01:31<19:28, 26.71it/s, loss=3.15, v_num=0]
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    Epoch 3:   7%|▋         | 2451/33666 [01:31<19:28, 26.71it/s, loss=3.3, v_num=0] 
    Epoch 3:   7%|▋         | 2452/33666 [01:31<19:28, 26.71it/s, loss=3.3, v_num=0]
    Epoch 3:   7%|▋         | 2452/33666 [01:31<19:28, 26.71it/s, loss=3.38, v_num=0]
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    Epoch 3:   7%|▋         | 2453/33666 [01:31<19:28, 26.71it/s, loss=3.37, v_num=0]
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    Epoch 3:   7%|▋         | 2454/33666 [01:31<19:28, 26.71it/s, loss=3.34, v_num=0]
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    Epoch 3:   7%|▋         | 2455/33666 [01:31<19:28, 26.71it/s, loss=3.24, v_num=0]
    Epoch 3:   7%|▋         | 2456/33666 [01:31<19:28, 26.71it/s, loss=3.24, v_num=0]
    Epoch 3:   7%|▋         | 2456/33666 [01:31<19:28, 26.71it/s, loss=3.22, v_num=0]
    Epoch 3:   7%|▋         | 2457/33666 [01:31<19:28, 26.71it/s, loss=3.22, v_num=0]
    Epoch 3:   7%|▋         | 2457/33666 [01:31<19:28, 26.71it/s, loss=3.09, v_num=0]
    Epoch 3:   7%|▋         | 2458/33666 [01:32<19:28, 26.71it/s, loss=3.09, v_num=0]
    Epoch 3:   7%|▋         | 2458/33666 [01:32<19:28, 26.71it/s, loss=3.04, v_num=0]
    Epoch 3:   7%|▋         | 2459/33666 [01:32<19:28, 26.71it/s, loss=3.04, v_num=0]
    Epoch 3:   7%|▋         | 2459/33666 [01:32<19:28, 26.71it/s, loss=3.02, v_num=0]
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    Epoch 3:   7%|▋         | 2461/33666 [01:32<19:28, 26.71it/s, loss=3.05, v_num=0]
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    Epoch 3:   7%|▋         | 2464/33666 [01:32<19:28, 26.71it/s, loss=3.07, v_num=0]
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    Epoch 3:   7%|▋         | 2465/33666 [01:32<19:28, 26.71it/s, loss=3.21, v_num=0]
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    Epoch 3:   7%|▋         | 2466/33666 [01:32<19:28, 26.71it/s, loss=3.21, v_num=0]
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    Epoch 3:   7%|▋         | 2467/33666 [01:32<19:28, 26.71it/s, loss=3.37, v_num=0]
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    Epoch 3:   7%|▋         | 2468/33666 [01:32<19:28, 26.71it/s, loss=3.43, v_num=0]
    Epoch 3:   7%|▋         | 2469/33666 [01:32<19:28, 26.71it/s, loss=3.43, v_num=0]
    Epoch 3:   7%|▋         | 2469/33666 [01:32<19:28, 26.71it/s, loss=3.5, v_num=0] 
    Epoch 3:   7%|▋         | 2470/33666 [01:32<19:28, 26.71it/s, loss=3.5, v_num=0]
    Epoch 3:   7%|▋         | 2470/33666 [01:32<19:28, 26.71it/s, loss=3.4, v_num=0]
    Epoch 3:   7%|▋         | 2471/33666 [01:32<19:28, 26.71it/s, loss=3.4, v_num=0]
    Epoch 3:   7%|▋         | 2471/33666 [01:32<19:28, 26.71it/s, loss=3.2, v_num=0]
    Epoch 3:   7%|▋         | 2472/33666 [01:32<19:27, 26.71it/s, loss=3.2, v_num=0]
    Epoch 3:   7%|▋         | 2472/33666 [01:32<19:27, 26.71it/s, loss=3.13, v_num=0]
    Epoch 3:   7%|▋         | 2473/33666 [01:32<19:27, 26.71it/s, loss=3.13, v_num=0]
    Epoch 3:   7%|▋         | 2473/33666 [01:32<19:27, 26.71it/s, loss=3.17, v_num=0]
    Epoch 3:   7%|▋         | 2474/33666 [01:32<19:27, 26.71it/s, loss=3.17, v_num=0]
    Epoch 3:   7%|▋         | 2474/33666 [01:32<19:27, 26.71it/s, loss=3.14, v_num=0]
    Epoch 3:   7%|▋         | 2475/33666 [01:32<19:27, 26.71it/s, loss=3.14, v_num=0]
    Epoch 3:   7%|▋         | 2475/33666 [01:32<19:27, 26.71it/s, loss=3.25, v_num=0]
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    Epoch 3:   7%|▋         | 2476/33666 [01:32<19:27, 26.71it/s, loss=3.23, v_num=0]
    Epoch 3:   7%|▋         | 2477/33666 [01:32<19:27, 26.71it/s, loss=3.23, v_num=0]
    Epoch 3:   7%|▋         | 2477/33666 [01:32<19:27, 26.71it/s, loss=3.31, v_num=0]
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    Epoch 3:   7%|▋         | 2478/33666 [01:32<19:27, 26.71it/s, loss=3.28, v_num=0]
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    Epoch 3:   7%|▋         | 2479/33666 [01:32<19:27, 26.71it/s, loss=3.34, v_num=0]
    Epoch 3:   7%|▋         | 2480/33666 [01:32<19:27, 26.71it/s, loss=3.34, v_num=0]
    Epoch 3:   7%|▋         | 2480/33666 [01:32<19:27, 26.71it/s, loss=3.25, v_num=0]
    Epoch 3:   7%|▋         | 2481/33666 [01:32<19:27, 26.71it/s, loss=3.25, v_num=0]
    Epoch 3:   7%|▋         | 2481/33666 [01:32<19:27, 26.71it/s, loss=3.19, v_num=0]
    Epoch 3:   7%|▋         | 2482/33666 [01:32<19:27, 26.71it/s, loss=3.19, v_num=0]
    Epoch 3:   7%|▋         | 2482/33666 [01:32<19:27, 26.71it/s, loss=3.23, v_num=0]
    Epoch 3:   7%|▋         | 2483/33666 [01:32<19:27, 26.71it/s, loss=3.23, v_num=0]
    Epoch 3:   7%|▋         | 2483/33666 [01:32<19:27, 26.71it/s, loss=3.3, v_num=0] 
    Epoch 3:   7%|▋         | 2484/33666 [01:33<19:27, 26.71it/s, loss=3.3, v_num=0]
    Epoch 3:   7%|▋         | 2484/33666 [01:33<19:27, 26.71it/s, loss=3.31, v_num=0]
    Epoch 3:   7%|▋         | 2485/33666 [01:33<19:27, 26.70it/s, loss=3.31, v_num=0]
    Epoch 3:   7%|▋         | 2485/33666 [01:33<19:27, 26.70it/s, loss=3.23, v_num=0]
    Epoch 3:   7%|▋         | 2486/33666 [01:33<19:27, 26.70it/s, loss=3.23, v_num=0]
    Epoch 3:   7%|▋         | 2486/33666 [01:33<19:27, 26.70it/s, loss=3.18, v_num=0]
    Epoch 3:   7%|▋         | 2487/33666 [01:33<19:27, 26.70it/s, loss=3.18, v_num=0]
    Epoch 3:   7%|▋         | 2487/33666 [01:33<19:27, 26.70it/s, loss=3.19, v_num=0]
    Epoch 3:   7%|▋         | 2488/33666 [01:33<19:27, 26.70it/s, loss=3.19, v_num=0]
    Epoch 3:   7%|▋         | 2488/33666 [01:33<19:27, 26.70it/s, loss=3.15, v_num=0]
    Epoch 3:   7%|▋         | 2489/33666 [01:33<19:27, 26.70it/s, loss=3.15, v_num=0]
    Epoch 3:   7%|▋         | 2489/33666 [01:33<19:27, 26.70it/s, loss=3.1, v_num=0] 
    Epoch 3:   7%|▋         | 2490/33666 [01:33<19:27, 26.70it/s, loss=3.1, v_num=0]
    Epoch 3:   7%|▋         | 2490/33666 [01:33<19:27, 26.70it/s, loss=3.13, v_num=0]
    Epoch 3:   7%|▋         | 2491/33666 [01:33<19:27, 26.70it/s, loss=3.13, v_num=0]
    Epoch 3:   7%|▋         | 2491/33666 [01:33<19:27, 26.70it/s, loss=3.26, v_num=0]
    Epoch 3:   7%|▋         | 2492/33666 [01:33<19:27, 26.70it/s, loss=3.26, v_num=0]
    Epoch 3:   7%|▋         | 2492/33666 [01:33<19:27, 26.70it/s, loss=3.24, v_num=0]
    Epoch 3:   7%|▋         | 2493/33666 [01:33<19:27, 26.70it/s, loss=3.24, v_num=0]
    Epoch 3:   7%|▋         | 2493/33666 [01:33<19:27, 26.70it/s, loss=3.18, v_num=0]
    Epoch 3:   7%|▋         | 2494/33666 [01:33<19:27, 26.70it/s, loss=3.18, v_num=0]
    Epoch 3:   7%|▋         | 2494/33666 [01:33<19:27, 26.70it/s, loss=3.16, v_num=0]
    Epoch 3:   7%|▋         | 2495/33666 [01:33<19:27, 26.70it/s, loss=3.16, v_num=0]
    Epoch 3:   7%|▋         | 2495/33666 [01:33<19:27, 26.70it/s, loss=3.11, v_num=0]
    Epoch 3:   7%|▋         | 2496/33666 [01:33<19:27, 26.70it/s, loss=3.11, v_num=0]
    Epoch 3:   7%|▋         | 2496/33666 [01:33<19:27, 26.70it/s, loss=3.08, v_num=0]
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    Epoch 3:   7%|▋         | 2497/33666 [01:33<19:27, 26.70it/s, loss=3.05, v_num=0]
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    Epoch 3:   7%|▋         | 2498/33666 [01:33<19:27, 26.70it/s, loss=3.06, v_num=0]
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    Epoch 3:   7%|▋         | 2499/33666 [01:33<19:27, 26.70it/s, loss=3.08, v_num=0]
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    Epoch 3:   7%|▋         | 2501/33666 [01:33<19:27, 26.70it/s, loss=3.11, v_num=0]
    Epoch 3:   7%|▋         | 2502/33666 [01:33<19:27, 26.70it/s, loss=3.11, v_num=0]
    Epoch 3:   7%|▋         | 2502/33666 [01:33<19:27, 26.70it/s, loss=3.14, v_num=0]
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    Epoch 3:   7%|▋         | 2503/33666 [01:33<19:27, 26.70it/s, loss=3.11, v_num=0]
    Epoch 3:   7%|▋         | 2504/33666 [01:33<19:27, 26.70it/s, loss=3.11, v_num=0]
    Epoch 3:   7%|▋         | 2504/33666 [01:33<19:27, 26.70it/s, loss=3.15, v_num=0]
    Epoch 3:   7%|▋         | 2505/33666 [01:33<19:27, 26.70it/s, loss=3.15, v_num=0]
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    Epoch 3:   7%|▋         | 2506/33666 [01:33<19:27, 26.70it/s, loss=3.26, v_num=0]
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    Epoch 3:   7%|▋         | 2507/33666 [01:33<19:27, 26.69it/s, loss=3.14, v_num=0]
    Epoch 3:   7%|▋         | 2508/33666 [01:33<19:27, 26.69it/s, loss=3.14, v_num=0]
    Epoch 3:   7%|▋         | 2508/33666 [01:33<19:27, 26.69it/s, loss=3.18, v_num=0]
    Epoch 3:   7%|▋         | 2509/33666 [01:33<19:27, 26.70it/s, loss=3.18, v_num=0]
    Epoch 3:   7%|▋         | 2509/33666 [01:33<19:27, 26.70it/s, loss=3.19, v_num=0]
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    Epoch 3:   7%|▋         | 2510/33666 [01:34<19:27, 26.69it/s, loss=3.29, v_num=0]
    Epoch 3:   7%|▋         | 2511/33666 [01:34<19:27, 26.69it/s, loss=3.29, v_num=0]
    Epoch 3:   7%|▋         | 2511/33666 [01:34<19:27, 26.69it/s, loss=3.27, v_num=0]
    Epoch 3:   7%|▋         | 2512/33666 [01:34<19:27, 26.69it/s, loss=3.27, v_num=0]
    Epoch 3:   7%|▋         | 2512/33666 [01:34<19:27, 26.69it/s, loss=3.34, v_num=0]
    Epoch 3:   7%|▋         | 2513/33666 [01:34<19:27, 26.69it/s, loss=3.34, v_num=0]
    Epoch 3:   7%|▋         | 2513/33666 [01:34<19:27, 26.69it/s, loss=3.39, v_num=0]
    Epoch 3:   7%|▋         | 2514/33666 [01:34<19:27, 26.69it/s, loss=3.39, v_num=0]
    Epoch 3:   7%|▋         | 2514/33666 [01:34<19:27, 26.69it/s, loss=3.43, v_num=0]
    Epoch 3:   7%|▋         | 2515/33666 [01:34<19:27, 26.69it/s, loss=3.43, v_num=0]
    Epoch 3:   7%|▋         | 2515/33666 [01:34<19:27, 26.69it/s, loss=3.33, v_num=0]
    Epoch 3:   7%|▋         | 2516/33666 [01:34<19:27, 26.69it/s, loss=3.33, v_num=0]
    Epoch 3:   7%|▋         | 2516/33666 [01:34<19:27, 26.69it/s, loss=3.36, v_num=0]
    Epoch 3:   7%|▋         | 2517/33666 [01:34<19:26, 26.69it/s, loss=3.36, v_num=0]
    Epoch 3:   7%|▋         | 2517/33666 [01:34<19:26, 26.69it/s, loss=3.35, v_num=0]
    Epoch 3:   7%|▋         | 2518/33666 [01:34<19:26, 26.69it/s, loss=3.35, v_num=0]
    Epoch 3:   7%|▋         | 2518/33666 [01:34<19:26, 26.69it/s, loss=3.43, v_num=0]
    Epoch 3:   7%|▋         | 2519/33666 [01:34<19:26, 26.69it/s, loss=3.43, v_num=0]
    Epoch 3:   7%|▋         | 2519/33666 [01:34<19:26, 26.69it/s, loss=3.41, v_num=0]
    Epoch 3:   7%|▋         | 2520/33666 [01:34<19:26, 26.69it/s, loss=3.41, v_num=0]
    Epoch 3:   7%|▋         | 2520/33666 [01:34<19:26, 26.69it/s, loss=3.37, v_num=0]
    Epoch 3:   7%|▋         | 2521/33666 [01:34<19:26, 26.69it/s, loss=3.37, v_num=0]
    Epoch 3:   7%|▋         | 2521/33666 [01:34<19:26, 26.69it/s, loss=3.38, v_num=0]
    Epoch 3:   7%|▋         | 2522/33666 [01:34<19:26, 26.69it/s, loss=3.38, v_num=0]
    Epoch 3:   7%|▋         | 2522/33666 [01:34<19:26, 26.69it/s, loss=3.39, v_num=0]
    Epoch 3:   7%|▋         | 2523/33666 [01:34<19:26, 26.69it/s, loss=3.39, v_num=0]
    Epoch 3:   7%|▋         | 2523/33666 [01:34<19:26, 26.69it/s, loss=3.49, v_num=0]
    Epoch 3:   7%|▋         | 2524/33666 [01:34<19:26, 26.69it/s, loss=3.49, v_num=0]
    Epoch 3:   7%|▋         | 2524/33666 [01:34<19:26, 26.69it/s, loss=3.46, v_num=0]
    Epoch 3:   8%|▊         | 2525/33666 [01:34<19:26, 26.69it/s, loss=3.46, v_num=0]
    Epoch 3:   8%|▊         | 2525/33666 [01:34<19:26, 26.69it/s, loss=3.39, v_num=0]
    Epoch 3:   8%|▊         | 2526/33666 [01:34<19:26, 26.69it/s, loss=3.39, v_num=0]
    Epoch 3:   8%|▊         | 2526/33666 [01:34<19:26, 26.69it/s, loss=3.34, v_num=0]
    Epoch 3:   8%|▊         | 2527/33666 [01:34<19:26, 26.69it/s, loss=3.34, v_num=0]
    Epoch 3:   8%|▊         | 2527/33666 [01:34<19:26, 26.69it/s, loss=3.48, v_num=0]
    Epoch 3:   8%|▊         | 2528/33666 [01:34<19:26, 26.69it/s, loss=3.48, v_num=0]
    Epoch 3:   8%|▊         | 2528/33666 [01:34<19:26, 26.69it/s, loss=3.48, v_num=0]
    Epoch 3:   8%|▊         | 2529/33666 [01:34<19:26, 26.69it/s, loss=3.48, v_num=0]
    Epoch 3:   8%|▊         | 2529/33666 [01:34<19:26, 26.69it/s, loss=3.53, v_num=0]
    Epoch 3:   8%|▊         | 2530/33666 [01:34<19:26, 26.69it/s, loss=3.53, v_num=0]
    Epoch 3:   8%|▊         | 2530/33666 [01:34<19:26, 26.69it/s, loss=3.39, v_num=0]
    Epoch 3:   8%|▊         | 2531/33666 [01:34<19:26, 26.69it/s, loss=3.39, v_num=0]
    Epoch 3:   8%|▊         | 2531/33666 [01:34<19:26, 26.69it/s, loss=3.32, v_num=0]
    Epoch 3:   8%|▊         | 2532/33666 [01:34<19:26, 26.69it/s, loss=3.32, v_num=0]
    Epoch 3:   8%|▊         | 2532/33666 [01:34<19:26, 26.69it/s, loss=3.29, v_num=0]
    Epoch 3:   8%|▊         | 2533/33666 [01:34<19:26, 26.69it/s, loss=3.29, v_num=0]
    Epoch 3:   8%|▊         | 2533/33666 [01:34<19:26, 26.69it/s, loss=3.34, v_num=0]
    Epoch 3:   8%|▊         | 2534/33666 [01:34<19:26, 26.69it/s, loss=3.34, v_num=0]
    Epoch 3:   8%|▊         | 2534/33666 [01:34<19:26, 26.69it/s, loss=3.36, v_num=0]
    Epoch 3:   8%|▊         | 2535/33666 [01:34<19:26, 26.69it/s, loss=3.36, v_num=0]
    Epoch 3:   8%|▊         | 2535/33666 [01:34<19:26, 26.69it/s, loss=3.53, v_num=0]
    Epoch 3:   8%|▊         | 2536/33666 [01:35<19:26, 26.69it/s, loss=3.53, v_num=0]
    Epoch 3:   8%|▊         | 2536/33666 [01:35<19:26, 26.69it/s, loss=3.46, v_num=0]
    Epoch 3:   8%|▊         | 2537/33666 [01:35<19:26, 26.69it/s, loss=3.46, v_num=0]
    Epoch 3:   8%|▊         | 2537/33666 [01:35<19:26, 26.69it/s, loss=3.46, v_num=0]
    Epoch 3:   8%|▊         | 2538/33666 [01:35<19:26, 26.69it/s, loss=3.46, v_num=0]
    Epoch 3:   8%|▊         | 2538/33666 [01:35<19:26, 26.69it/s, loss=3.45, v_num=0]
    Epoch 3:   8%|▊         | 2539/33666 [01:35<19:26, 26.69it/s, loss=3.45, v_num=0]
    Epoch 3:   8%|▊         | 2539/33666 [01:35<19:26, 26.69it/s, loss=3.43, v_num=0]
    Epoch 3:   8%|▊         | 2540/33666 [01:35<19:26, 26.69it/s, loss=3.43, v_num=0]
    Epoch 3:   8%|▊         | 2540/33666 [01:35<19:26, 26.69it/s, loss=3.4, v_num=0] 
    Epoch 3:   8%|▊         | 2541/33666 [01:35<19:26, 26.69it/s, loss=3.4, v_num=0]
    Epoch 3:   8%|▊         | 2541/33666 [01:35<19:26, 26.69it/s, loss=3.46, v_num=0]
    Epoch 3:   8%|▊         | 2542/33666 [01:35<19:26, 26.69it/s, loss=3.46, v_num=0]
    Epoch 3:   8%|▊         | 2542/33666 [01:35<19:26, 26.69it/s, loss=3.47, v_num=0]
    Epoch 3:   8%|▊         | 2543/33666 [01:35<19:26, 26.69it/s, loss=3.47, v_num=0]
    Epoch 3:   8%|▊         | 2543/33666 [01:35<19:26, 26.69it/s, loss=3.34, v_num=0]
    Epoch 3:   8%|▊         | 2544/33666 [01:35<19:26, 26.69it/s, loss=3.34, v_num=0]
    Epoch 3:   8%|▊         | 2544/33666 [01:35<19:26, 26.69it/s, loss=3.41, v_num=0]
    Epoch 3:   8%|▊         | 2545/33666 [01:35<19:26, 26.69it/s, loss=3.41, v_num=0]
    Epoch 3:   8%|▊         | 2545/33666 [01:35<19:26, 26.69it/s, loss=3.41, v_num=0]
    Epoch 3:   8%|▊         | 2546/33666 [01:35<19:26, 26.69it/s, loss=3.41, v_num=0]
    Epoch 3:   8%|▊         | 2546/33666 [01:35<19:26, 26.69it/s, loss=3.39, v_num=0]
    Epoch 3:   8%|▊         | 2547/33666 [01:35<19:26, 26.69it/s, loss=3.39, v_num=0]
    Epoch 3:   8%|▊         | 2547/33666 [01:35<19:26, 26.69it/s, loss=3.26, v_num=0]
    Epoch 3:   8%|▊         | 2548/33666 [01:35<19:26, 26.69it/s, loss=3.26, v_num=0]
    Epoch 3:   8%|▊         | 2548/33666 [01:35<19:26, 26.69it/s, loss=3.2, v_num=0] 
    Epoch 3:   8%|▊         | 2549/33666 [01:35<19:26, 26.69it/s, loss=3.2, v_num=0]
    Epoch 3:   8%|▊         | 2549/33666 [01:35<19:26, 26.69it/s, loss=3.08, v_num=0]
    Epoch 3:   8%|▊         | 2550/33666 [01:35<19:25, 26.69it/s, loss=3.08, v_num=0]
    Epoch 3:   8%|▊         | 2550/33666 [01:35<19:25, 26.69it/s, loss=3.15, v_num=0]
    Epoch 3:   8%|▊         | 2551/33666 [01:35<19:25, 26.69it/s, loss=3.15, v_num=0]
    Epoch 3:   8%|▊         | 2551/33666 [01:35<19:25, 26.69it/s, loss=3.24, v_num=0]
    Epoch 3:   8%|▊         | 2552/33666 [01:35<19:25, 26.68it/s, loss=3.24, v_num=0]
    Epoch 3:   8%|▊         | 2552/33666 [01:35<19:25, 26.68it/s, loss=3.22, v_num=0]
    Epoch 3:   8%|▊         | 2553/33666 [01:35<19:25, 26.68it/s, loss=3.22, v_num=0]
    Epoch 3:   8%|▊         | 2553/33666 [01:35<19:25, 26.68it/s, loss=3.19, v_num=0]
    Epoch 3:   8%|▊         | 2554/33666 [01:35<19:25, 26.68it/s, loss=3.19, v_num=0]
    Epoch 3:   8%|▊         | 2554/33666 [01:35<19:25, 26.68it/s, loss=3.15, v_num=0]
    Epoch 3:   8%|▊         | 2555/33666 [01:35<19:25, 26.69it/s, loss=3.15, v_num=0]
    Epoch 3:   8%|▊         | 2555/33666 [01:35<19:25, 26.69it/s, loss=3, v_num=0]   
    Epoch 3:   8%|▊         | 2556/33666 [01:35<19:25, 26.69it/s, loss=3, v_num=0]
    Epoch 3:   8%|▊         | 2556/33666 [01:35<19:25, 26.69it/s, loss=3.02, v_num=0]
    Epoch 3:   8%|▊         | 2557/33666 [01:35<19:25, 26.69it/s, loss=3.02, v_num=0]
    Epoch 3:   8%|▊         | 2557/33666 [01:35<19:25, 26.69it/s, loss=3.1, v_num=0] 
    Epoch 3:   8%|▊         | 2558/33666 [01:35<19:25, 26.69it/s, loss=3.1, v_num=0]
    Epoch 3:   8%|▊         | 2558/33666 [01:35<19:25, 26.69it/s, loss=3.18, v_num=0]
    Epoch 3:   8%|▊         | 2559/33666 [01:35<19:25, 26.69it/s, loss=3.18, v_num=0]
    Epoch 3:   8%|▊         | 2559/33666 [01:35<19:25, 26.69it/s, loss=3.18, v_num=0]
    Epoch 3:   8%|▊         | 2560/33666 [01:35<19:25, 26.68it/s, loss=3.18, v_num=0]
    Epoch 3:   8%|▊         | 2560/33666 [01:35<19:25, 26.68it/s, loss=3.2, v_num=0] 
    Epoch 3:   8%|▊         | 2561/33666 [01:35<19:25, 26.69it/s, loss=3.2, v_num=0]
    Epoch 3:   8%|▊         | 2561/33666 [01:35<19:25, 26.68it/s, loss=3.25, v_num=0]
    Epoch 3:   8%|▊         | 2562/33666 [01:36<19:25, 26.69it/s, loss=3.25, v_num=0]
    Epoch 3:   8%|▊         | 2562/33666 [01:36<19:25, 26.69it/s, loss=3.19, v_num=0]
    Epoch 3:   8%|▊         | 2563/33666 [01:36<19:25, 26.69it/s, loss=3.19, v_num=0]
    Epoch 3:   8%|▊         | 2563/33666 [01:36<19:25, 26.69it/s, loss=3.32, v_num=0]
    Epoch 3:   8%|▊         | 2564/33666 [01:36<19:25, 26.68it/s, loss=3.32, v_num=0]
    Epoch 3:   8%|▊         | 2564/33666 [01:36<19:25, 26.68it/s, loss=3.23, v_num=0]
    Epoch 3:   8%|▊         | 2565/33666 [01:36<19:25, 26.68it/s, loss=3.23, v_num=0]
    Epoch 3:   8%|▊         | 2565/33666 [01:36<19:25, 26.68it/s, loss=3.27, v_num=0]
    Epoch 3:   8%|▊         | 2566/33666 [01:36<19:25, 26.68it/s, loss=3.27, v_num=0]
    Epoch 3:   8%|▊         | 2566/33666 [01:36<19:25, 26.68it/s, loss=3.29, v_num=0]
    Epoch 3:   8%|▊         | 2567/33666 [01:36<19:25, 26.68it/s, loss=3.29, v_num=0]
    Epoch 3:   8%|▊         | 2567/33666 [01:36<19:25, 26.68it/s, loss=3.38, v_num=0]
    Epoch 3:   8%|▊         | 2568/33666 [01:36<19:25, 26.68it/s, loss=3.38, v_num=0]
    Epoch 3:   8%|▊         | 2568/33666 [01:36<19:25, 26.68it/s, loss=3.45, v_num=0]
    Epoch 3:   8%|▊         | 2569/33666 [01:36<19:25, 26.68it/s, loss=3.45, v_num=0]
    Epoch 3:   8%|▊         | 2569/33666 [01:36<19:25, 26.68it/s, loss=3.5, v_num=0] 
    Epoch 3:   8%|▊         | 2570/33666 [01:36<19:25, 26.68it/s, loss=3.5, v_num=0]
    Epoch 3:   8%|▊         | 2570/33666 [01:36<19:25, 26.68it/s, loss=3.49, v_num=0]
    Epoch 3:   8%|▊         | 2571/33666 [01:36<19:25, 26.68it/s, loss=3.49, v_num=0]
    Epoch 3:   8%|▊         | 2571/33666 [01:36<19:25, 26.68it/s, loss=3.54, v_num=0]
    Epoch 3:   8%|▊         | 2572/33666 [01:36<19:25, 26.68it/s, loss=3.54, v_num=0]
    Epoch 3:   8%|▊         | 2572/33666 [01:36<19:25, 26.68it/s, loss=3.54, v_num=0]
    Epoch 3:   8%|▊         | 2573/33666 [01:36<19:25, 26.68it/s, loss=3.54, v_num=0]
    Epoch 3:   8%|▊         | 2573/33666 [01:36<19:25, 26.68it/s, loss=3.59, v_num=0]
    Epoch 3:   8%|▊         | 2574/33666 [01:36<19:25, 26.68it/s, loss=3.59, v_num=0]
    Epoch 3:   8%|▊         | 2574/33666 [01:36<19:25, 26.68it/s, loss=3.62, v_num=0]
    Epoch 3:   8%|▊         | 2575/33666 [01:36<19:25, 26.68it/s, loss=3.62, v_num=0]
    Epoch 3:   8%|▊         | 2575/33666 [01:36<19:25, 26.68it/s, loss=3.68, v_num=0]
    Epoch 3:   8%|▊         | 2576/33666 [01:36<19:25, 26.68it/s, loss=3.68, v_num=0]
    Epoch 3:   8%|▊         | 2576/33666 [01:36<19:25, 26.68it/s, loss=3.76, v_num=0]
    Epoch 3:   8%|▊         | 2577/33666 [01:36<19:25, 26.68it/s, loss=3.76, v_num=0]
    Epoch 3:   8%|▊         | 2577/33666 [01:36<19:25, 26.68it/s, loss=3.73, v_num=0]
    Epoch 3:   8%|▊         | 2578/33666 [01:36<19:25, 26.68it/s, loss=3.73, v_num=0]
    Epoch 3:   8%|▊         | 2578/33666 [01:36<19:25, 26.68it/s, loss=3.57, v_num=0]
    Epoch 3:   8%|▊         | 2579/33666 [01:36<19:25, 26.68it/s, loss=3.57, v_num=0]
    Epoch 3:   8%|▊         | 2579/33666 [01:36<19:25, 26.68it/s, loss=3.61, v_num=0]
    Epoch 3:   8%|▊         | 2580/33666 [01:36<19:25, 26.68it/s, loss=3.61, v_num=0]
    Epoch 3:   8%|▊         | 2580/33666 [01:36<19:25, 26.68it/s, loss=3.67, v_num=0]
    Epoch 3:   8%|▊         | 2581/33666 [01:36<19:25, 26.68it/s, loss=3.67, v_num=0]
    Epoch 3:   8%|▊         | 2581/33666 [01:36<19:25, 26.68it/s, loss=3.69, v_num=0]
    Epoch 3:   8%|▊         | 2582/33666 [01:36<19:25, 26.68it/s, loss=3.69, v_num=0]
    Epoch 3:   8%|▊         | 2582/33666 [01:36<19:25, 26.68it/s, loss=3.64, v_num=0]
    Epoch 3:   8%|▊         | 2583/33666 [01:36<19:24, 26.68it/s, loss=3.64, v_num=0]
    Epoch 3:   8%|▊         | 2583/33666 [01:36<19:24, 26.68it/s, loss=3.63, v_num=0]
    Epoch 3:   8%|▊         | 2584/33666 [01:36<19:24, 26.68it/s, loss=3.63, v_num=0]
    Epoch 3:   8%|▊         | 2584/33666 [01:36<19:24, 26.68it/s, loss=3.57, v_num=0]
    Epoch 3:   8%|▊         | 2585/33666 [01:36<19:24, 26.68it/s, loss=3.57, v_num=0]
    Epoch 3:   8%|▊         | 2585/33666 [01:36<19:24, 26.68it/s, loss=3.55, v_num=0]
    Epoch 3:   8%|▊         | 2586/33666 [01:36<19:24, 26.68it/s, loss=3.55, v_num=0]
    Epoch 3:   8%|▊         | 2586/33666 [01:36<19:24, 26.68it/s, loss=3.6, v_num=0] 
    Epoch 3:   8%|▊         | 2587/33666 [01:36<19:24, 26.68it/s, loss=3.6, v_num=0]
    Epoch 3:   8%|▊         | 2587/33666 [01:36<19:24, 26.68it/s, loss=3.53, v_num=0]
    Epoch 3:   8%|▊         | 2588/33666 [01:37<19:24, 26.68it/s, loss=3.53, v_num=0]
    Epoch 3:   8%|▊         | 2588/33666 [01:37<19:24, 26.68it/s, loss=3.45, v_num=0]
    Epoch 3:   8%|▊         | 2589/33666 [01:37<19:24, 26.68it/s, loss=3.45, v_num=0]
    Epoch 3:   8%|▊         | 2589/33666 [01:37<19:24, 26.68it/s, loss=3.46, v_num=0]
    Epoch 3:   8%|▊         | 2590/33666 [01:37<19:24, 26.68it/s, loss=3.46, v_num=0]
    Epoch 3:   8%|▊         | 2590/33666 [01:37<19:24, 26.68it/s, loss=3.48, v_num=0]
    Epoch 3:   8%|▊         | 2591/33666 [01:37<19:24, 26.68it/s, loss=3.48, v_num=0]
    Epoch 3:   8%|▊         | 2591/33666 [01:37<19:24, 26.68it/s, loss=3.45, v_num=0]
    Epoch 3:   8%|▊         | 2592/33666 [01:37<19:24, 26.68it/s, loss=3.45, v_num=0]
    Epoch 3:   8%|▊         | 2592/33666 [01:37<19:24, 26.68it/s, loss=3.51, v_num=0]
    Epoch 3:   8%|▊         | 2593/33666 [01:37<19:24, 26.68it/s, loss=3.51, v_num=0]
    Epoch 3:   8%|▊         | 2593/33666 [01:37<19:24, 26.68it/s, loss=3.42, v_num=0]
    Epoch 3:   8%|▊         | 2594/33666 [01:37<19:24, 26.68it/s, loss=3.42, v_num=0]
    Epoch 3:   8%|▊         | 2594/33666 [01:37<19:24, 26.68it/s, loss=3.43, v_num=0]
    Epoch 3:   8%|▊         | 2595/33666 [01:37<19:24, 26.68it/s, loss=3.43, v_num=0]
    Epoch 3:   8%|▊         | 2595/33666 [01:37<19:24, 26.68it/s, loss=3.39, v_num=0]
    Epoch 3:   8%|▊         | 2596/33666 [01:37<19:24, 26.68it/s, loss=3.39, v_num=0]
    Epoch 3:   8%|▊         | 2596/33666 [01:37<19:24, 26.68it/s, loss=3.4, v_num=0] 
    Epoch 3:   8%|▊         | 2597/33666 [01:37<19:24, 26.68it/s, loss=3.4, v_num=0]
    Epoch 3:   8%|▊         | 2597/33666 [01:37<19:24, 26.68it/s, loss=3.36, v_num=0]
    Epoch 3:   8%|▊         | 2598/33666 [01:37<19:24, 26.68it/s, loss=3.36, v_num=0]
    Epoch 3:   8%|▊         | 2598/33666 [01:37<19:24, 26.68it/s, loss=3.38, v_num=0]
    Epoch 3:   8%|▊         | 2599/33666 [01:37<19:24, 26.68it/s, loss=3.38, v_num=0]
    Epoch 3:   8%|▊         | 2599/33666 [01:37<19:24, 26.68it/s, loss=3.37, v_num=0]
    Epoch 3:   8%|▊         | 2600/33666 [01:37<19:24, 26.68it/s, loss=3.37, v_num=0]
    Epoch 3:   8%|▊         | 2600/33666 [01:37<19:24, 26.68it/s, loss=3.31, v_num=0]
    Epoch 3:   8%|▊         | 2601/33666 [01:37<19:24, 26.68it/s, loss=3.31, v_num=0]
    Epoch 3:   8%|▊         | 2601/33666 [01:37<19:24, 26.68it/s, loss=3.21, v_num=0]
    Epoch 3:   8%|▊         | 2602/33666 [01:37<19:24, 26.68it/s, loss=3.21, v_num=0]
    Epoch 3:   8%|▊         | 2602/33666 [01:37<19:24, 26.68it/s, loss=3.23, v_num=0]
    Epoch 3:   8%|▊         | 2603/33666 [01:37<19:24, 26.68it/s, loss=3.23, v_num=0]
    Epoch 3:   8%|▊         | 2603/33666 [01:37<19:24, 26.68it/s, loss=3.18, v_num=0]
    Epoch 3:   8%|▊         | 2604/33666 [01:37<19:24, 26.68it/s, loss=3.18, v_num=0]
    Epoch 3:   8%|▊         | 2604/33666 [01:37<19:24, 26.68it/s, loss=3.19, v_num=0]
    Epoch 3:   8%|▊         | 2605/33666 [01:37<19:24, 26.68it/s, loss=3.19, v_num=0]
    Epoch 3:   8%|▊         | 2605/33666 [01:37<19:24, 26.68it/s, loss=3.14, v_num=0]
    Epoch 3:   8%|▊         | 2606/33666 [01:37<19:24, 26.68it/s, loss=3.14, v_num=0]
    Epoch 3:   8%|▊         | 2606/33666 [01:37<19:24, 26.68it/s, loss=3.17, v_num=0]
    Epoch 3:   8%|▊         | 2607/33666 [01:37<19:24, 26.68it/s, loss=3.17, v_num=0]
    Epoch 3:   8%|▊         | 2607/33666 [01:37<19:24, 26.68it/s, loss=3.27, v_num=0]
    Epoch 3:   8%|▊         | 2608/33666 [01:37<19:24, 26.68it/s, loss=3.27, v_num=0]
    Epoch 3:   8%|▊         | 2608/33666 [01:37<19:24, 26.68it/s, loss=3.29, v_num=0]
    Epoch 3:   8%|▊         | 2609/33666 [01:37<19:24, 26.68it/s, loss=3.29, v_num=0]
    Epoch 3:   8%|▊         | 2609/33666 [01:37<19:24, 26.68it/s, loss=3.32, v_num=0]
    Epoch 3:   8%|▊         | 2610/33666 [01:37<19:24, 26.68it/s, loss=3.32, v_num=0]
    Epoch 3:   8%|▊         | 2610/33666 [01:37<19:24, 26.68it/s, loss=3.28, v_num=0]
    Epoch 3:   8%|▊         | 2611/33666 [01:37<19:24, 26.68it/s, loss=3.28, v_num=0]
    Epoch 3:   8%|▊         | 2611/33666 [01:37<19:24, 26.68it/s, loss=3.3, v_num=0] 
    Epoch 3:   8%|▊         | 2612/33666 [01:37<19:24, 26.68it/s, loss=3.3, v_num=0]
    Epoch 3:   8%|▊         | 2612/33666 [01:37<19:24, 26.68it/s, loss=3.26, v_num=0]
    Epoch 3:   8%|▊         | 2613/33666 [01:37<19:23, 26.68it/s, loss=3.26, v_num=0]
    Epoch 3:   8%|▊         | 2613/33666 [01:37<19:24, 26.68it/s, loss=3.35, v_num=0]
    Epoch 3:   8%|▊         | 2614/33666 [01:37<19:23, 26.68it/s, loss=3.35, v_num=0]
    Epoch 3:   8%|▊         | 2614/33666 [01:37<19:23, 26.68it/s, loss=3.33, v_num=0]
    Epoch 3:   8%|▊         | 2615/33666 [01:38<19:23, 26.68it/s, loss=3.33, v_num=0]
    Epoch 3:   8%|▊         | 2615/33666 [01:38<19:23, 26.68it/s, loss=3.36, v_num=0]
    Epoch 3:   8%|▊         | 2616/33666 [01:38<19:23, 26.68it/s, loss=3.36, v_num=0]
    Epoch 3:   8%|▊         | 2616/33666 [01:38<19:23, 26.68it/s, loss=3.3, v_num=0] 
    Epoch 3:   8%|▊         | 2617/33666 [01:38<19:23, 26.68it/s, loss=3.3, v_num=0]
    Epoch 3:   8%|▊         | 2617/33666 [01:38<19:23, 26.68it/s, loss=3.27, v_num=0]
    Epoch 3:   8%|▊         | 2618/33666 [01:38<19:23, 26.67it/s, loss=3.27, v_num=0]
    Epoch 3:   8%|▊         | 2618/33666 [01:38<19:23, 26.67it/s, loss=3.24, v_num=0]
    Epoch 3:   8%|▊         | 2619/33666 [01:38<19:23, 26.67it/s, loss=3.24, v_num=0]
    Epoch 3:   8%|▊         | 2619/33666 [01:38<19:23, 26.67it/s, loss=3.25, v_num=0]
    Epoch 3:   8%|▊         | 2620/33666 [01:38<19:23, 26.67it/s, loss=3.25, v_num=0]
    Epoch 3:   8%|▊         | 2620/33666 [01:38<19:23, 26.67it/s, loss=3.23, v_num=0]
    Epoch 3:   8%|▊         | 2621/33666 [01:38<19:23, 26.67it/s, loss=3.23, v_num=0]
    Epoch 3:   8%|▊         | 2621/33666 [01:38<19:23, 26.67it/s, loss=3.29, v_num=0]
    Epoch 3:   8%|▊         | 2622/33666 [01:38<19:23, 26.67it/s, loss=3.29, v_num=0]
    Epoch 3:   8%|▊         | 2622/33666 [01:38<19:23, 26.67it/s, loss=3.28, v_num=0]
    Epoch 3:   8%|▊         | 2623/33666 [01:38<19:23, 26.67it/s, loss=3.28, v_num=0]
    Epoch 3:   8%|▊         | 2623/33666 [01:38<19:23, 26.67it/s, loss=3.2, v_num=0] 
    Epoch 3:   8%|▊         | 2624/33666 [01:38<19:23, 26.67it/s, loss=3.2, v_num=0]
    Epoch 3:   8%|▊         | 2624/33666 [01:38<19:23, 26.67it/s, loss=3.28, v_num=0]
    Epoch 3:   8%|▊         | 2625/33666 [01:38<19:23, 26.67it/s, loss=3.28, v_num=0]
    Epoch 3:   8%|▊         | 2625/33666 [01:38<19:23, 26.67it/s, loss=3.31, v_num=0]
    Epoch 3:   8%|▊         | 2626/33666 [01:38<19:23, 26.67it/s, loss=3.31, v_num=0]
    Epoch 3:   8%|▊         | 2626/33666 [01:38<19:23, 26.67it/s, loss=3.29, v_num=0]
    Epoch 3:   8%|▊         | 2627/33666 [01:38<19:23, 26.67it/s, loss=3.29, v_num=0]
    Epoch 3:   8%|▊         | 2627/33666 [01:38<19:23, 26.67it/s, loss=3.23, v_num=0]
    Epoch 3:   8%|▊         | 2628/33666 [01:38<19:23, 26.67it/s, loss=3.23, v_num=0]
    Epoch 3:   8%|▊         | 2628/33666 [01:38<19:23, 26.67it/s, loss=3.18, v_num=0]
    Epoch 3:   8%|▊         | 2629/33666 [01:38<19:23, 26.67it/s, loss=3.18, v_num=0]
    Epoch 3:   8%|▊         | 2629/33666 [01:38<19:23, 26.67it/s, loss=3.1, v_num=0] 
    Epoch 3:   8%|▊         | 2630/33666 [01:38<19:23, 26.67it/s, loss=3.1, v_num=0]
    Epoch 3:   8%|▊         | 2630/33666 [01:38<19:23, 26.67it/s, loss=3.08, v_num=0]
    Epoch 3:   8%|▊         | 2631/33666 [01:38<19:23, 26.67it/s, loss=3.08, v_num=0]
    Epoch 3:   8%|▊         | 2631/33666 [01:38<19:23, 26.67it/s, loss=3.05, v_num=0]
    Epoch 3:   8%|▊         | 2632/33666 [01:38<19:23, 26.67it/s, loss=3.05, v_num=0]
    Epoch 3:   8%|▊         | 2632/33666 [01:38<19:23, 26.67it/s, loss=3, v_num=0]   
    Epoch 3:   8%|▊         | 2633/33666 [01:38<19:23, 26.67it/s, loss=3, v_num=0]
    Epoch 3:   8%|▊         | 2633/33666 [01:38<19:23, 26.67it/s, loss=2.88, v_num=0]
    Epoch 3:   8%|▊         | 2634/33666 [01:38<19:23, 26.67it/s, loss=2.88, v_num=0]
    Epoch 3:   8%|▊         | 2634/33666 [01:38<19:23, 26.67it/s, loss=2.87, v_num=0]
    Epoch 3:   8%|▊         | 2635/33666 [01:38<19:23, 26.67it/s, loss=2.87, v_num=0]
    Epoch 3:   8%|▊         | 2635/33666 [01:38<19:23, 26.67it/s, loss=2.83, v_num=0]
    Epoch 3:   8%|▊         | 2636/33666 [01:38<19:23, 26.67it/s, loss=2.83, v_num=0]
    Epoch 3:   8%|▊         | 2636/33666 [01:38<19:23, 26.67it/s, loss=2.81, v_num=0]
    Epoch 3:   8%|▊         | 2637/33666 [01:38<19:23, 26.67it/s, loss=2.81, v_num=0]
    Epoch 3:   8%|▊         | 2637/33666 [01:38<19:23, 26.67it/s, loss=2.79, v_num=0]
    Epoch 3:   8%|▊         | 2638/33666 [01:38<19:23, 26.68it/s, loss=2.79, v_num=0]
    Epoch 3:   8%|▊         | 2638/33666 [01:38<19:23, 26.68it/s, loss=2.94, v_num=0]
    Epoch 3:   8%|▊         | 2639/33666 [01:38<19:23, 26.68it/s, loss=2.94, v_num=0]
    Epoch 3:   8%|▊         | 2639/33666 [01:38<19:23, 26.68it/s, loss=2.92, v_num=0]
    Epoch 3:   8%|▊         | 2640/33666 [01:38<19:22, 26.68it/s, loss=2.92, v_num=0]
    Epoch 3:   8%|▊         | 2640/33666 [01:38<19:22, 26.68it/s, loss=2.92, v_num=0]
    Epoch 3:   8%|▊         | 2641/33666 [01:38<19:22, 26.68it/s, loss=2.92, v_num=0]
    Epoch 3:   8%|▊         | 2641/33666 [01:38<19:22, 26.68it/s, loss=2.84, v_num=0]
    Epoch 3:   8%|▊         | 2642/33666 [01:39<19:22, 26.68it/s, loss=2.84, v_num=0]
    Epoch 3:   8%|▊         | 2642/33666 [01:39<19:22, 26.68it/s, loss=2.92, v_num=0]
    Epoch 3:   8%|▊         | 2643/33666 [01:39<19:22, 26.68it/s, loss=2.92, v_num=0]
    Epoch 3:   8%|▊         | 2643/33666 [01:39<19:22, 26.68it/s, loss=3.01, v_num=0]
    Epoch 3:   8%|▊         | 2644/33666 [01:39<19:22, 26.69it/s, loss=3.01, v_num=0]
    Epoch 3:   8%|▊         | 2644/33666 [01:39<19:22, 26.69it/s, loss=3.02, v_num=0]
    Epoch 3:   8%|▊         | 2645/33666 [01:39<19:22, 26.69it/s, loss=3.02, v_num=0]
    Epoch 3:   8%|▊         | 2645/33666 [01:39<19:22, 26.69it/s, loss=3.13, v_num=0]
    Epoch 3:   8%|▊         | 2646/33666 [01:39<19:22, 26.69it/s, loss=3.13, v_num=0]
    Epoch 3:   8%|▊         | 2646/33666 [01:39<19:22, 26.69it/s, loss=3.08, v_num=0]
    Epoch 3:   8%|▊         | 2647/33666 [01:39<19:22, 26.69it/s, loss=3.08, v_num=0]
    Epoch 3:   8%|▊         | 2647/33666 [01:39<19:22, 26.69it/s, loss=3.13, v_num=0]
    Epoch 3:   8%|▊         | 2648/33666 [01:39<19:22, 26.69it/s, loss=3.13, v_num=0]
    Epoch 3:   8%|▊         | 2648/33666 [01:39<19:22, 26.69it/s, loss=3.23, v_num=0]
    Epoch 3:   8%|▊         | 2649/33666 [01:39<19:21, 26.69it/s, loss=3.23, v_num=0]
    Epoch 3:   8%|▊         | 2649/33666 [01:39<19:21, 26.69it/s, loss=3.29, v_num=0]
    Epoch 3:   8%|▊         | 2650/33666 [01:39<19:21, 26.70it/s, loss=3.29, v_num=0]
    Epoch 3:   8%|▊         | 2650/33666 [01:39<19:21, 26.70it/s, loss=3.33, v_num=0]
    Epoch 3:   8%|▊         | 2651/33666 [01:39<19:21, 26.70it/s, loss=3.33, v_num=0]
    Epoch 3:   8%|▊         | 2651/33666 [01:39<19:21, 26.70it/s, loss=3.29, v_num=0]
    Epoch 3:   8%|▊         | 2652/33666 [01:39<19:21, 26.70it/s, loss=3.29, v_num=0]
    Epoch 3:   8%|▊         | 2652/33666 [01:39<19:21, 26.70it/s, loss=3.4, v_num=0] 
    Epoch 3:   8%|▊         | 2653/33666 [01:39<19:21, 26.70it/s, loss=3.4, v_num=0]
    Epoch 3:   8%|▊         | 2653/33666 [01:39<19:21, 26.70it/s, loss=3.46, v_num=0]
    Epoch 3:   8%|▊         | 2654/33666 [01:39<19:21, 26.70it/s, loss=3.46, v_num=0]
    Epoch 3:   8%|▊         | 2654/33666 [01:39<19:21, 26.70it/s, loss=3.45, v_num=0]
    Epoch 3:   8%|▊         | 2655/33666 [01:39<19:21, 26.70it/s, loss=3.45, v_num=0]
    Epoch 3:   8%|▊         | 2655/33666 [01:39<19:21, 26.70it/s, loss=3.56, v_num=0]
    Epoch 3:   8%|▊         | 2656/33666 [01:39<19:21, 26.70it/s, loss=3.56, v_num=0]
    Epoch 3:   8%|▊         | 2656/33666 [01:39<19:21, 26.70it/s, loss=3.58, v_num=0]
    Epoch 3:   8%|▊         | 2657/33666 [01:39<19:21, 26.71it/s, loss=3.58, v_num=0]
    Epoch 3:   8%|▊         | 2657/33666 [01:39<19:21, 26.71it/s, loss=3.59, v_num=0]
    Epoch 3:   8%|▊         | 2658/33666 [01:39<19:21, 26.71it/s, loss=3.59, v_num=0]
    Epoch 3:   8%|▊         | 2658/33666 [01:39<19:21, 26.71it/s, loss=3.53, v_num=0]
    Epoch 3:   8%|▊         | 2659/33666 [01:39<19:20, 26.71it/s, loss=3.53, v_num=0]
    Epoch 3:   8%|▊         | 2659/33666 [01:39<19:20, 26.71it/s, loss=3.49, v_num=0]
    Epoch 3:   8%|▊         | 2660/33666 [01:39<19:20, 26.71it/s, loss=3.49, v_num=0]
    Epoch 3:   8%|▊         | 2660/33666 [01:39<19:20, 26.71it/s, loss=3.44, v_num=0]
    Epoch 3:   8%|▊         | 2661/33666 [01:39<19:20, 26.71it/s, loss=3.44, v_num=0]
    Epoch 3:   8%|▊         | 2661/33666 [01:39<19:20, 26.71it/s, loss=3.47, v_num=0]
    Epoch 3:   8%|▊         | 2662/33666 [01:39<19:20, 26.71it/s, loss=3.47, v_num=0]
    Epoch 3:   8%|▊         | 2662/33666 [01:39<19:20, 26.71it/s, loss=3.43, v_num=0]
    Epoch 3:   8%|▊         | 2663/33666 [01:39<19:20, 26.72it/s, loss=3.43, v_num=0]
    Epoch 3:   8%|▊         | 2663/33666 [01:39<19:20, 26.72it/s, loss=3.44, v_num=0]
    Epoch 3:   8%|▊         | 2664/33666 [01:39<19:20, 26.72it/s, loss=3.44, v_num=0]
    Epoch 3:   8%|▊         | 2664/33666 [01:39<19:20, 26.72it/s, loss=3.47, v_num=0]
    Epoch 3:   8%|▊         | 2665/33666 [01:39<19:20, 26.72it/s, loss=3.47, v_num=0]
    Epoch 3:   8%|▊         | 2665/33666 [01:39<19:20, 26.72it/s, loss=3.45, v_num=0]
    Epoch 3:   8%|▊         | 2666/33666 [01:39<19:20, 26.72it/s, loss=3.45, v_num=0]
    Epoch 3:   8%|▊         | 2666/33666 [01:39<19:20, 26.72it/s, loss=3.45, v_num=0]
    Epoch 3:   8%|▊         | 2667/33666 [01:39<19:20, 26.72it/s, loss=3.45, v_num=0]
    Epoch 3:   8%|▊         | 2667/33666 [01:39<19:20, 26.72it/s, loss=3.4, v_num=0] 
    Epoch 3:   8%|▊         | 2668/33666 [01:39<19:19, 26.72it/s, loss=3.4, v_num=0]
    Epoch 3:   8%|▊         | 2668/33666 [01:39<19:19, 26.72it/s, loss=3.41, v_num=0]
    Epoch 3:   8%|▊         | 2669/33666 [01:39<19:19, 26.72it/s, loss=3.41, v_num=0]
    Epoch 3:   8%|▊         | 2669/33666 [01:39<19:19, 26.72it/s, loss=3.41, v_num=0]
    Epoch 3:   8%|▊         | 2670/33666 [01:39<19:19, 26.73it/s, loss=3.41, v_num=0]
    Epoch 3:   8%|▊         | 2670/33666 [01:39<19:19, 26.73it/s, loss=3.47, v_num=0]
    Epoch 3:   8%|▊         | 2671/33666 [01:39<19:19, 26.73it/s, loss=3.47, v_num=0]
    Epoch 3:   8%|▊         | 2671/33666 [01:39<19:19, 26.73it/s, loss=3.46, v_num=0]
    Epoch 3:   8%|▊         | 2672/33666 [01:39<19:19, 26.73it/s, loss=3.46, v_num=0]
    Epoch 3:   8%|▊         | 2672/33666 [01:39<19:19, 26.73it/s, loss=3.28, v_num=0]
    Epoch 3:   8%|▊         | 2673/33666 [01:39<19:19, 26.73it/s, loss=3.28, v_num=0]
    Epoch 3:   8%|▊         | 2673/33666 [01:39<19:19, 26.73it/s, loss=3.27, v_num=0]
    Epoch 3:   8%|▊         | 2674/33666 [01:40<19:19, 26.73it/s, loss=3.27, v_num=0]
    Epoch 3:   8%|▊         | 2674/33666 [01:40<19:19, 26.73it/s, loss=3.32, v_num=0]
    Epoch 3:   8%|▊         | 2675/33666 [01:40<19:19, 26.73it/s, loss=3.32, v_num=0]
    Epoch 3:   8%|▊         | 2675/33666 [01:40<19:19, 26.73it/s, loss=3.37, v_num=0]
    Epoch 3:   8%|▊         | 2676/33666 [01:40<19:19, 26.74it/s, loss=3.37, v_num=0]
    Epoch 3:   8%|▊         | 2676/33666 [01:40<19:19, 26.74it/s, loss=3.33, v_num=0]
    Epoch 3:   8%|▊         | 2677/33666 [01:40<19:19, 26.74it/s, loss=3.33, v_num=0]
    Epoch 3:   8%|▊         | 2677/33666 [01:40<19:19, 26.74it/s, loss=3.41, v_num=0]
    Epoch 3:   8%|▊         | 2678/33666 [01:40<19:18, 26.74it/s, loss=3.41, v_num=0]
    Epoch 3:   8%|▊         | 2678/33666 [01:40<19:18, 26.74it/s, loss=3.38, v_num=0]
    Epoch 3:   8%|▊         | 2679/33666 [01:40<19:18, 26.74it/s, loss=3.38, v_num=0]
    Epoch 3:   8%|▊         | 2679/33666 [01:40<19:18, 26.74it/s, loss=3.43, v_num=0]
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    Epoch 3:   8%|▊         | 2680/33666 [01:40<19:18, 26.74it/s, loss=3.55, v_num=0]
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    Epoch 3:   8%|▊         | 2681/33666 [01:40<19:18, 26.74it/s, loss=3.55, v_num=0]
    Epoch 3:   8%|▊         | 2682/33666 [01:40<19:18, 26.74it/s, loss=3.55, v_num=0]
    Epoch 3:   8%|▊         | 2682/33666 [01:40<19:18, 26.74it/s, loss=3.57, v_num=0]
    Epoch 3:   8%|▊         | 2683/33666 [01:40<19:18, 26.74it/s, loss=3.57, v_num=0]
    Epoch 3:   8%|▊         | 2683/33666 [01:40<19:18, 26.74it/s, loss=3.49, v_num=0]
    Epoch 3:   8%|▊         | 2684/33666 [01:40<19:18, 26.74it/s, loss=3.49, v_num=0]
    Epoch 3:   8%|▊         | 2684/33666 [01:40<19:18, 26.74it/s, loss=3.49, v_num=0]
    Epoch 3:   8%|▊         | 2685/33666 [01:40<19:18, 26.74it/s, loss=3.49, v_num=0]
    Epoch 3:   8%|▊         | 2685/33666 [01:40<19:18, 26.74it/s, loss=3.47, v_num=0]
    Epoch 3:   8%|▊         | 2686/33666 [01:40<19:18, 26.74it/s, loss=3.47, v_num=0]
    Epoch 3:   8%|▊         | 2686/33666 [01:40<19:18, 26.74it/s, loss=3.46, v_num=0]
    Epoch 3:   8%|▊         | 2687/33666 [01:40<19:18, 26.74it/s, loss=3.46, v_num=0]
    Epoch 3:   8%|▊         | 2687/33666 [01:40<19:18, 26.74it/s, loss=3.43, v_num=0]
    Epoch 3:   8%|▊         | 2688/33666 [01:40<19:18, 26.74it/s, loss=3.43, v_num=0]
    Epoch 3:   8%|▊         | 2688/33666 [01:40<19:18, 26.74it/s, loss=3.36, v_num=0]
    Epoch 3:   8%|▊         | 2689/33666 [01:40<19:18, 26.74it/s, loss=3.36, v_num=0]
    Epoch 3:   8%|▊         | 2689/33666 [01:40<19:18, 26.74it/s, loss=3.37, v_num=0]
    Epoch 3:   8%|▊         | 2690/33666 [01:40<19:18, 26.74it/s, loss=3.37, v_num=0]
    Epoch 3:   8%|▊         | 2690/33666 [01:40<19:18, 26.74it/s, loss=3.34, v_num=0]
    Epoch 3:   8%|▊         | 2691/33666 [01:40<19:18, 26.74it/s, loss=3.34, v_num=0]
    Epoch 3:   8%|▊         | 2691/33666 [01:40<19:18, 26.74it/s, loss=3.4, v_num=0] 
    Epoch 3:   8%|▊         | 2692/33666 [01:40<19:18, 26.74it/s, loss=3.4, v_num=0]
    Epoch 3:   8%|▊         | 2692/33666 [01:40<19:18, 26.74it/s, loss=3.66, v_num=0]
    Epoch 3:   8%|▊         | 2693/33666 [01:40<19:18, 26.74it/s, loss=3.66, v_num=0]
    Epoch 3:   8%|▊         | 2693/33666 [01:40<19:18, 26.74it/s, loss=3.68, v_num=0]
    Epoch 3:   8%|▊         | 2694/33666 [01:40<19:18, 26.75it/s, loss=3.68, v_num=0]
    Epoch 3:   8%|▊         | 2694/33666 [01:40<19:18, 26.75it/s, loss=3.56, v_num=0]
    Epoch 3:   8%|▊         | 2695/33666 [01:40<19:17, 26.75it/s, loss=3.56, v_num=0]
    Epoch 3:   8%|▊         | 2695/33666 [01:40<19:17, 26.75it/s, loss=3.55, v_num=0]
    Epoch 3:   8%|▊         | 2696/33666 [01:40<19:17, 26.75it/s, loss=3.55, v_num=0]
    Epoch 3:   8%|▊         | 2696/33666 [01:40<19:17, 26.75it/s, loss=3.59, v_num=0]
    Epoch 3:   8%|▊         | 2697/33666 [01:40<19:17, 26.75it/s, loss=3.59, v_num=0]
    Epoch 3:   8%|▊         | 2697/33666 [01:40<19:17, 26.75it/s, loss=3.56, v_num=0]
    Epoch 3:   8%|▊         | 2698/33666 [01:40<19:17, 26.75it/s, loss=3.56, v_num=0]
    Epoch 3:   8%|▊         | 2698/33666 [01:40<19:17, 26.75it/s, loss=3.51, v_num=0]
    Epoch 3:   8%|▊         | 2699/33666 [01:40<19:17, 26.75it/s, loss=3.51, v_num=0]
    Epoch 3:   8%|▊         | 2699/33666 [01:40<19:17, 26.75it/s, loss=3.48, v_num=0]
    Epoch 3:   8%|▊         | 2700/33666 [01:40<19:17, 26.75it/s, loss=3.48, v_num=0]
    Epoch 3:   8%|▊         | 2700/33666 [01:40<19:17, 26.75it/s, loss=3.45, v_num=0]
    Epoch 3:   8%|▊         | 2701/33666 [01:40<19:17, 26.75it/s, loss=3.45, v_num=0]
    Epoch 3:   8%|▊         | 2701/33666 [01:40<19:17, 26.75it/s, loss=3.53, v_num=0]
    Epoch 3:   8%|▊         | 2702/33666 [01:40<19:17, 26.76it/s, loss=3.53, v_num=0]
    Epoch 3:   8%|▊         | 2702/33666 [01:40<19:17, 26.76it/s, loss=3.45, v_num=0]
    Epoch 3:   8%|▊         | 2703/33666 [01:41<19:17, 26.76it/s, loss=3.45, v_num=0]
    Epoch 3:   8%|▊         | 2703/33666 [01:41<19:17, 26.76it/s, loss=3.58, v_num=0]
    Epoch 3:   8%|▊         | 2704/33666 [01:41<19:17, 26.76it/s, loss=3.58, v_num=0]
    Epoch 3:   8%|▊         | 2704/33666 [01:41<19:17, 26.76it/s, loss=3.55, v_num=0]
    Epoch 3:   8%|▊         | 2705/33666 [01:41<19:17, 26.76it/s, loss=3.55, v_num=0]
    Epoch 3:   8%|▊         | 2705/33666 [01:41<19:17, 26.76it/s, loss=3.54, v_num=0]
    Epoch 3:   8%|▊         | 2706/33666 [01:41<19:16, 26.76it/s, loss=3.54, v_num=0]
    Epoch 3:   8%|▊         | 2706/33666 [01:41<19:16, 26.76it/s, loss=3.51, v_num=0]
    Epoch 3:   8%|▊         | 2707/33666 [01:41<19:16, 26.76it/s, loss=3.51, v_num=0]
    Epoch 3:   8%|▊         | 2707/33666 [01:41<19:16, 26.76it/s, loss=3.49, v_num=0]
    Epoch 3:   8%|▊         | 2708/33666 [01:41<19:16, 26.76it/s, loss=3.49, v_num=0]
    Epoch 3:   8%|▊         | 2708/33666 [01:41<19:16, 26.76it/s, loss=3.54, v_num=0]
    Epoch 3:   8%|▊         | 2709/33666 [01:41<19:16, 26.76it/s, loss=3.54, v_num=0]
    Epoch 3:   8%|▊         | 2709/33666 [01:41<19:16, 26.76it/s, loss=3.5, v_num=0] 
    Epoch 3:   8%|▊         | 2710/33666 [01:41<19:16, 26.77it/s, loss=3.5, v_num=0]
    Epoch 3:   8%|▊         | 2710/33666 [01:41<19:16, 26.77it/s, loss=3.56, v_num=0]
    Epoch 3:   8%|▊         | 2711/33666 [01:41<19:16, 26.77it/s, loss=3.56, v_num=0]
    Epoch 3:   8%|▊         | 2711/33666 [01:41<19:16, 26.77it/s, loss=3.52, v_num=0]
    Epoch 3:   8%|▊         | 2712/33666 [01:41<19:16, 26.77it/s, loss=3.52, v_num=0]
    Epoch 3:   8%|▊         | 2712/33666 [01:41<19:16, 26.77it/s, loss=3.33, v_num=0]
    Epoch 3:   8%|▊         | 2713/33666 [01:41<19:16, 26.77it/s, loss=3.33, v_num=0]
    Epoch 3:   8%|▊         | 2713/33666 [01:41<19:16, 26.77it/s, loss=3.4, v_num=0] 
    Epoch 3:   8%|▊         | 2714/33666 [01:41<19:16, 26.77it/s, loss=3.4, v_num=0]
    Epoch 3:   8%|▊         | 2714/33666 [01:41<19:16, 26.77it/s, loss=3.47, v_num=0]
    Epoch 3:   8%|▊         | 2715/33666 [01:41<19:16, 26.77it/s, loss=3.47, v_num=0]
    Epoch 3:   8%|▊         | 2715/33666 [01:41<19:16, 26.77it/s, loss=3.36, v_num=0]
    Epoch 3:   8%|▊         | 2716/33666 [01:41<19:16, 26.77it/s, loss=3.36, v_num=0]
    Epoch 3:   8%|▊         | 2716/33666 [01:41<19:16, 26.77it/s, loss=3.27, v_num=0]
    Epoch 3:   8%|▊         | 2717/33666 [01:41<19:15, 26.77it/s, loss=3.27, v_num=0]
    Epoch 3:   8%|▊         | 2717/33666 [01:41<19:15, 26.77it/s, loss=3.27, v_num=0]
    Epoch 3:   8%|▊         | 2718/33666 [01:41<19:15, 26.78it/s, loss=3.27, v_num=0]
    Epoch 3:   8%|▊         | 2718/33666 [01:41<19:15, 26.78it/s, loss=3.39, v_num=0]
    Epoch 3:   8%|▊         | 2719/33666 [01:41<19:15, 26.78it/s, loss=3.39, v_num=0]
    Epoch 3:   8%|▊         | 2719/33666 [01:41<19:15, 26.78it/s, loss=3.53, v_num=0]
    Epoch 3:   8%|▊         | 2720/33666 [01:41<19:15, 26.78it/s, loss=3.53, v_num=0]
    Epoch 3:   8%|▊         | 2720/33666 [01:41<19:15, 26.78it/s, loss=3.55, v_num=0]
    Epoch 3:   8%|▊         | 2721/33666 [01:41<19:15, 26.78it/s, loss=3.55, v_num=0]
    Epoch 3:   8%|▊         | 2721/33666 [01:41<19:15, 26.78it/s, loss=3.4, v_num=0] 
    Epoch 3:   8%|▊         | 2722/33666 [01:41<19:15, 26.78it/s, loss=3.4, v_num=0]
    Epoch 3:   8%|▊         | 2722/33666 [01:41<19:15, 26.78it/s, loss=3.45, v_num=0]
    Epoch 3:   8%|▊         | 2723/33666 [01:41<19:15, 26.78it/s, loss=3.45, v_num=0]
    Epoch 3:   8%|▊         | 2723/33666 [01:41<19:15, 26.78it/s, loss=3.35, v_num=0]
    Epoch 3:   8%|▊         | 2724/33666 [01:41<19:15, 26.78it/s, loss=3.35, v_num=0]
    Epoch 3:   8%|▊         | 2724/33666 [01:41<19:15, 26.78it/s, loss=3.29, v_num=0]
    Epoch 3:   8%|▊         | 2725/33666 [01:41<19:15, 26.78it/s, loss=3.29, v_num=0]
    Epoch 3:   8%|▊         | 2725/33666 [01:41<19:15, 26.78it/s, loss=3.3, v_num=0] 
    Epoch 3:   8%|▊         | 2726/33666 [01:41<19:15, 26.79it/s, loss=3.3, v_num=0]
    Epoch 3:   8%|▊         | 2726/33666 [01:41<19:15, 26.79it/s, loss=3.43, v_num=0]
    Epoch 3:   8%|▊         | 2727/33666 [01:41<19:14, 26.79it/s, loss=3.43, v_num=0]
    Epoch 3:   8%|▊         | 2727/33666 [01:41<19:14, 26.79it/s, loss=3.55, v_num=0]
    Epoch 3:   8%|▊         | 2728/33666 [01:41<19:14, 26.79it/s, loss=3.55, v_num=0]
    Epoch 3:   8%|▊         | 2728/33666 [01:41<19:14, 26.79it/s, loss=3.56, v_num=0]
    Epoch 3:   8%|▊         | 2729/33666 [01:41<19:14, 26.79it/s, loss=3.56, v_num=0]
    Epoch 3:   8%|▊         | 2729/33666 [01:41<19:14, 26.79it/s, loss=3.57, v_num=0]
    Epoch 3:   8%|▊         | 2730/33666 [01:41<19:14, 26.79it/s, loss=3.57, v_num=0]
    Epoch 3:   8%|▊         | 2730/33666 [01:41<19:14, 26.79it/s, loss=3.48, v_num=0]
    Epoch 3:   8%|▊         | 2731/33666 [01:41<19:14, 26.79it/s, loss=3.48, v_num=0]
    Epoch 3:   8%|▊         | 2731/33666 [01:41<19:14, 26.79it/s, loss=3.53, v_num=0]
    Epoch 3:   8%|▊         | 2732/33666 [01:41<19:14, 26.80it/s, loss=3.53, v_num=0]
    Epoch 3:   8%|▊         | 2732/33666 [01:41<19:14, 26.80it/s, loss=3.46, v_num=0]
    Epoch 3:   8%|▊         | 2733/33666 [01:41<19:14, 26.80it/s, loss=3.46, v_num=0]
    Epoch 3:   8%|▊         | 2733/33666 [01:41<19:14, 26.80it/s, loss=3.38, v_num=0]
    Epoch 3:   8%|▊         | 2734/33666 [01:42<19:14, 26.80it/s, loss=3.38, v_num=0]
    Epoch 3:   8%|▊         | 2734/33666 [01:42<19:14, 26.80it/s, loss=3.29, v_num=0]
    Epoch 3:   8%|▊         | 2735/33666 [01:42<19:14, 26.80it/s, loss=3.29, v_num=0]
    Epoch 3:   8%|▊         | 2735/33666 [01:42<19:14, 26.80it/s, loss=3.3, v_num=0] 
    Epoch 3:   8%|▊         | 2736/33666 [01:42<19:14, 26.80it/s, loss=3.3, v_num=0]
    Epoch 3:   8%|▊         | 2736/33666 [01:42<19:14, 26.80it/s, loss=3.5, v_num=0]
    Epoch 3:   8%|▊         | 2737/33666 [01:42<19:13, 26.80it/s, loss=3.5, v_num=0]
    Epoch 3:   8%|▊         | 2737/33666 [01:42<19:13, 26.80it/s, loss=3.47, v_num=0]
    Epoch 3:   8%|▊         | 2738/33666 [01:42<19:13, 26.80it/s, loss=3.47, v_num=0]
    Epoch 3:   8%|▊         | 2738/33666 [01:42<19:13, 26.80it/s, loss=3.45, v_num=0]
    Epoch 3:   8%|▊         | 2739/33666 [01:42<19:13, 26.81it/s, loss=3.45, v_num=0]
    Epoch 3:   8%|▊         | 2739/33666 [01:42<19:13, 26.81it/s, loss=3.43, v_num=0]
    Epoch 3:   8%|▊         | 2740/33666 [01:42<19:13, 26.81it/s, loss=3.43, v_num=0]
    Epoch 3:   8%|▊         | 2740/33666 [01:42<19:13, 26.81it/s, loss=3.34, v_num=0]
    Epoch 3:   8%|▊         | 2741/33666 [01:42<19:13, 26.81it/s, loss=3.34, v_num=0]
    Epoch 3:   8%|▊         | 2741/33666 [01:42<19:13, 26.81it/s, loss=3.35, v_num=0]
    Epoch 3:   8%|▊         | 2742/33666 [01:42<19:13, 26.81it/s, loss=3.35, v_num=0]
    Epoch 3:   8%|▊         | 2742/33666 [01:42<19:13, 26.81it/s, loss=3.34, v_num=0]
    Epoch 3:   8%|▊         | 2743/33666 [01:42<19:13, 26.81it/s, loss=3.34, v_num=0]
    Epoch 3:   8%|▊         | 2743/33666 [01:42<19:13, 26.81it/s, loss=3.27, v_num=0]
    Epoch 3:   8%|▊         | 2744/33666 [01:42<19:13, 26.81it/s, loss=3.27, v_num=0]
    Epoch 3:   8%|▊         | 2744/33666 [01:42<19:13, 26.81it/s, loss=3.33, v_num=0]
    Epoch 3:   8%|▊         | 2745/33666 [01:42<19:13, 26.82it/s, loss=3.33, v_num=0]
    Epoch 3:   8%|▊         | 2745/33666 [01:42<19:13, 26.82it/s, loss=3.3, v_num=0] 
    Epoch 3:   8%|▊         | 2746/33666 [01:42<19:13, 26.81it/s, loss=3.3, v_num=0]
    Epoch 3:   8%|▊         | 2746/33666 [01:42<19:13, 26.81it/s, loss=3.14, v_num=0]
    Epoch 3:   8%|▊         | 2747/33666 [01:42<19:13, 26.81it/s, loss=3.14, v_num=0]
    Epoch 3:   8%|▊         | 2747/33666 [01:42<19:13, 26.81it/s, loss=3.09, v_num=0]
    Epoch 3:   8%|▊         | 2748/33666 [01:42<19:13, 26.81it/s, loss=3.09, v_num=0]
    Epoch 3:   8%|▊         | 2748/33666 [01:42<19:13, 26.81it/s, loss=3.07, v_num=0]
    Epoch 3:   8%|▊         | 2749/33666 [01:42<19:12, 26.82it/s, loss=3.07, v_num=0]
    Epoch 3:   8%|▊         | 2749/33666 [01:42<19:12, 26.82it/s, loss=3.07, v_num=0]
    Epoch 3:   8%|▊         | 2750/33666 [01:42<19:12, 26.81it/s, loss=3.07, v_num=0]
    Epoch 3:   8%|▊         | 2750/33666 [01:42<19:12, 26.81it/s, loss=3.08, v_num=0]
    Epoch 3:   8%|▊         | 2751/33666 [01:42<19:12, 26.81it/s, loss=3.08, v_num=0]
    Epoch 3:   8%|▊         | 2751/33666 [01:42<19:12, 26.81it/s, loss=3.05, v_num=0]
    Epoch 3:   8%|▊         | 2752/33666 [01:42<19:12, 26.82it/s, loss=3.05, v_num=0]
    Epoch 3:   8%|▊         | 2752/33666 [01:42<19:12, 26.82it/s, loss=3.16, v_num=0]
    Epoch 3:   8%|▊         | 2753/33666 [01:42<19:12, 26.82it/s, loss=3.16, v_num=0]
    Epoch 3:   8%|▊         | 2753/33666 [01:42<19:12, 26.82it/s, loss=3.14, v_num=0]
    Epoch 3:   8%|▊         | 2754/33666 [01:42<19:12, 26.82it/s, loss=3.14, v_num=0]
    Epoch 3:   8%|▊         | 2754/33666 [01:42<19:12, 26.82it/s, loss=3.16, v_num=0]
    Epoch 3:   8%|▊         | 2755/33666 [01:42<19:12, 26.82it/s, loss=3.16, v_num=0]
    Epoch 3:   8%|▊         | 2755/33666 [01:42<19:12, 26.82it/s, loss=3.28, v_num=0]
    Epoch 3:   8%|▊         | 2756/33666 [01:42<19:12, 26.82it/s, loss=3.28, v_num=0]
    Epoch 3:   8%|▊         | 2756/33666 [01:42<19:12, 26.82it/s, loss=3.17, v_num=0]
    Epoch 3:   8%|▊         | 2757/33666 [01:42<19:12, 26.82it/s, loss=3.17, v_num=0]
    Epoch 3:   8%|▊         | 2757/33666 [01:42<19:12, 26.82it/s, loss=3.14, v_num=0]
    Epoch 3:   8%|▊         | 2758/33666 [01:42<19:12, 26.82it/s, loss=3.14, v_num=0]
    Epoch 3:   8%|▊         | 2758/33666 [01:42<19:12, 26.82it/s, loss=3.09, v_num=0]
    Epoch 3:   8%|▊         | 2759/33666 [01:42<19:12, 26.82it/s, loss=3.09, v_num=0]
    Epoch 3:   8%|▊         | 2759/33666 [01:42<19:12, 26.82it/s, loss=3.07, v_num=0]
    Epoch 3:   8%|▊         | 2760/33666 [01:42<19:12, 26.81it/s, loss=3.07, v_num=0]
    Epoch 3:   8%|▊         | 2760/33666 [01:42<19:12, 26.81it/s, loss=3.1, v_num=0] 
    Epoch 3:   8%|▊         | 2761/33666 [01:42<19:12, 26.81it/s, loss=3.1, v_num=0]
    Epoch 3:   8%|▊         | 2761/33666 [01:42<19:12, 26.81it/s, loss=3.21, v_num=0]
    Epoch 3:   8%|▊         | 2762/33666 [01:43<19:12, 26.81it/s, loss=3.21, v_num=0]
    Epoch 3:   8%|▊         | 2762/33666 [01:43<19:12, 26.81it/s, loss=3.2, v_num=0] 
    Epoch 3:   8%|▊         | 2763/33666 [01:43<19:12, 26.81it/s, loss=3.2, v_num=0]
    Epoch 3:   8%|▊         | 2763/33666 [01:43<19:12, 26.81it/s, loss=3.37, v_num=0]
    Epoch 3:   8%|▊         | 2764/33666 [01:43<19:12, 26.81it/s, loss=3.37, v_num=0]
    Epoch 3:   8%|▊         | 2764/33666 [01:43<19:12, 26.81it/s, loss=3.27, v_num=0]
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    Epoch 3:   8%|▊         | 2765/33666 [01:43<19:12, 26.81it/s, loss=3.26, v_num=0]
    Epoch 3:   8%|▊         | 2766/33666 [01:43<19:12, 26.82it/s, loss=3.26, v_num=0]
    Epoch 3:   8%|▊         | 2766/33666 [01:43<19:12, 26.82it/s, loss=3.41, v_num=0]
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    Epoch 3:   8%|▊         | 2767/33666 [01:43<19:12, 26.82it/s, loss=3.44, v_num=0]
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    Epoch 3:   8%|▊         | 2768/33666 [01:43<19:12, 26.81it/s, loss=3.48, v_num=0]
    Epoch 3:   8%|▊         | 2769/33666 [01:43<19:12, 26.81it/s, loss=3.48, v_num=0]
    Epoch 3:   8%|▊         | 2769/33666 [01:43<19:12, 26.81it/s, loss=3.47, v_num=0]
    Epoch 3:   8%|▊         | 2770/33666 [01:43<19:12, 26.81it/s, loss=3.47, v_num=0]
    Epoch 3:   8%|▊         | 2770/33666 [01:43<19:12, 26.81it/s, loss=3.41, v_num=0]
    Epoch 3:   8%|▊         | 2771/33666 [01:43<19:12, 26.81it/s, loss=3.41, v_num=0]
    Epoch 3:   8%|▊         | 2771/33666 [01:43<19:12, 26.81it/s, loss=3.36, v_num=0]
    Epoch 3:   8%|▊         | 2772/33666 [01:43<19:12, 26.81it/s, loss=3.36, v_num=0]
    Epoch 3:   8%|▊         | 2772/33666 [01:43<19:12, 26.81it/s, loss=3.36, v_num=0]
    Epoch 3:   8%|▊         | 2773/33666 [01:43<19:12, 26.81it/s, loss=3.36, v_num=0]
    Epoch 3:   8%|▊         | 2773/33666 [01:43<19:12, 26.81it/s, loss=3.45, v_num=0]
    Epoch 3:   8%|▊         | 2774/33666 [01:43<19:12, 26.81it/s, loss=3.45, v_num=0]
    Epoch 3:   8%|▊         | 2774/33666 [01:43<19:12, 26.81it/s, loss=3.51, v_num=0]
    Epoch 3:   8%|▊         | 2775/33666 [01:43<19:12, 26.81it/s, loss=3.51, v_num=0]
    Epoch 3:   8%|▊         | 2775/33666 [01:43<19:12, 26.81it/s, loss=3.49, v_num=0]
    Epoch 3:   8%|▊         | 2776/33666 [01:43<19:12, 26.81it/s, loss=3.49, v_num=0]
    Epoch 3:   8%|▊         | 2776/33666 [01:43<19:12, 26.81it/s, loss=3.49, v_num=0]
    Epoch 3:   8%|▊         | 2777/33666 [01:43<19:12, 26.81it/s, loss=3.49, v_num=0]
    Epoch 3:   8%|▊         | 2777/33666 [01:43<19:12, 26.81it/s, loss=3.64, v_num=0]
    Epoch 3:   8%|▊         | 2778/33666 [01:43<19:12, 26.81it/s, loss=3.64, v_num=0]
    Epoch 3:   8%|▊         | 2778/33666 [01:43<19:12, 26.81it/s, loss=3.55, v_num=0]
    Epoch 3:   8%|▊         | 2779/33666 [01:43<19:11, 26.81it/s, loss=3.55, v_num=0]
    Epoch 3:   8%|▊         | 2779/33666 [01:43<19:11, 26.81it/s, loss=3.49, v_num=0]
    Epoch 3:   8%|▊         | 2780/33666 [01:43<19:11, 26.81it/s, loss=3.49, v_num=0]
    Epoch 3:   8%|▊         | 2780/33666 [01:43<19:11, 26.81it/s, loss=3.61, v_num=0]
    Epoch 3:   8%|▊         | 2781/33666 [01:43<19:11, 26.81it/s, loss=3.61, v_num=0]
    Epoch 3:   8%|▊         | 2781/33666 [01:43<19:11, 26.81it/s, loss=3.57, v_num=0]
    Epoch 3:   8%|▊         | 2782/33666 [01:43<19:11, 26.81it/s, loss=3.57, v_num=0]
    Epoch 3:   8%|▊         | 2782/33666 [01:43<19:11, 26.81it/s, loss=3.61, v_num=0]
    Epoch 3:   8%|▊         | 2783/33666 [01:43<19:11, 26.81it/s, loss=3.61, v_num=0]
    Epoch 3:   8%|▊         | 2783/33666 [01:43<19:11, 26.81it/s, loss=3.52, v_num=0]
    Epoch 3:   8%|▊         | 2784/33666 [01:43<19:11, 26.81it/s, loss=3.52, v_num=0]
    Epoch 3:   8%|▊         | 2784/33666 [01:43<19:11, 26.81it/s, loss=3.51, v_num=0]
    Epoch 3:   8%|▊         | 2785/33666 [01:43<19:11, 26.81it/s, loss=3.51, v_num=0]
    Epoch 3:   8%|▊         | 2785/33666 [01:43<19:11, 26.81it/s, loss=3.6, v_num=0] 
    Epoch 3:   8%|▊         | 2786/33666 [01:43<19:11, 26.81it/s, loss=3.6, v_num=0]
    Epoch 3:   8%|▊         | 2786/33666 [01:43<19:11, 26.81it/s, loss=3.53, v_num=0]
    Epoch 3:   8%|▊         | 2787/33666 [01:43<19:11, 26.81it/s, loss=3.53, v_num=0]
    Epoch 3:   8%|▊         | 2787/33666 [01:43<19:11, 26.81it/s, loss=3.49, v_num=0]
    Epoch 3:   8%|▊         | 2788/33666 [01:43<19:11, 26.81it/s, loss=3.49, v_num=0]
    Epoch 3:   8%|▊         | 2788/33666 [01:43<19:11, 26.81it/s, loss=3.46, v_num=0]
    Epoch 3:   8%|▊         | 2789/33666 [01:44<19:11, 26.81it/s, loss=3.46, v_num=0]
    Epoch 3:   8%|▊         | 2789/33666 [01:44<19:11, 26.81it/s, loss=3.48, v_num=0]
    Epoch 3:   8%|▊         | 2790/33666 [01:44<19:11, 26.81it/s, loss=3.48, v_num=0]
    Epoch 3:   8%|▊         | 2790/33666 [01:44<19:11, 26.81it/s, loss=3.57, v_num=0]
    Epoch 3:   8%|▊         | 2791/33666 [01:44<19:11, 26.81it/s, loss=3.57, v_num=0]
    Epoch 3:   8%|▊         | 2791/33666 [01:44<19:11, 26.81it/s, loss=3.63, v_num=0]
    Epoch 3:   8%|▊         | 2792/33666 [01:44<19:11, 26.81it/s, loss=3.63, v_num=0]
    Epoch 3:   8%|▊         | 2792/33666 [01:44<19:11, 26.81it/s, loss=3.57, v_num=0]
    Epoch 3:   8%|▊         | 2793/33666 [01:44<19:11, 26.81it/s, loss=3.57, v_num=0]
    Epoch 3:   8%|▊         | 2793/33666 [01:44<19:11, 26.81it/s, loss=3.51, v_num=0]
    Epoch 3:   8%|▊         | 2794/33666 [01:44<19:11, 26.81it/s, loss=3.51, v_num=0]
    Epoch 3:   8%|▊         | 2794/33666 [01:44<19:11, 26.81it/s, loss=3.5, v_num=0] 
    Epoch 3:   8%|▊         | 2795/33666 [01:44<19:11, 26.81it/s, loss=3.5, v_num=0]
    Epoch 3:   8%|▊         | 2795/33666 [01:44<19:11, 26.81it/s, loss=3.36, v_num=0]
    Epoch 3:   8%|▊         | 2796/33666 [01:44<19:11, 26.81it/s, loss=3.36, v_num=0]
    Epoch 3:   8%|▊         | 2796/33666 [01:44<19:11, 26.81it/s, loss=3.41, v_num=0]
    Epoch 3:   8%|▊         | 2797/33666 [01:44<19:11, 26.81it/s, loss=3.41, v_num=0]
    Epoch 3:   8%|▊         | 2797/33666 [01:44<19:11, 26.81it/s, loss=3.35, v_num=0]
    Epoch 3:   8%|▊         | 2798/33666 [01:44<19:11, 26.81it/s, loss=3.35, v_num=0]
    Epoch 3:   8%|▊         | 2798/33666 [01:44<19:11, 26.81it/s, loss=3.4, v_num=0] 
    Epoch 3:   8%|▊         | 2799/33666 [01:44<19:11, 26.81it/s, loss=3.4, v_num=0]
    Epoch 3:   8%|▊         | 2799/33666 [01:44<19:11, 26.81it/s, loss=3.45, v_num=0]
    Epoch 3:   8%|▊         | 2800/33666 [01:44<19:11, 26.81it/s, loss=3.45, v_num=0]
    Epoch 3:   8%|▊         | 2800/33666 [01:44<19:11, 26.81it/s, loss=3.4, v_num=0] 
    Epoch 3:   8%|▊         | 2801/33666 [01:44<19:11, 26.81it/s, loss=3.4, v_num=0]
    Epoch 3:   8%|▊         | 2801/33666 [01:44<19:11, 26.81it/s, loss=3.4, v_num=0]
    Epoch 3:   8%|▊         | 2802/33666 [01:44<19:11, 26.81it/s, loss=3.4, v_num=0]
    Epoch 3:   8%|▊         | 2802/33666 [01:44<19:11, 26.81it/s, loss=3.33, v_num=0]
    Epoch 3:   8%|▊         | 2803/33666 [01:44<19:11, 26.81it/s, loss=3.33, v_num=0]
    Epoch 3:   8%|▊         | 2803/33666 [01:44<19:11, 26.81it/s, loss=3.4, v_num=0] 
    Epoch 3:   8%|▊         | 2804/33666 [01:44<19:11, 26.81it/s, loss=3.4, v_num=0]
    Epoch 3:   8%|▊         | 2804/33666 [01:44<19:11, 26.81it/s, loss=3.48, v_num=0]
    Epoch 3:   8%|▊         | 2805/33666 [01:44<19:11, 26.81it/s, loss=3.48, v_num=0]
    Epoch 3:   8%|▊         | 2805/33666 [01:44<19:11, 26.81it/s, loss=3.42, v_num=0]
    Epoch 3:   8%|▊         | 2806/33666 [01:44<19:11, 26.81it/s, loss=3.42, v_num=0]
    Epoch 3:   8%|▊         | 2806/33666 [01:44<19:11, 26.81it/s, loss=3.44, v_num=0]
    Epoch 3:   8%|▊         | 2807/33666 [01:44<19:11, 26.81it/s, loss=3.44, v_num=0]
    Epoch 3:   8%|▊         | 2807/33666 [01:44<19:11, 26.81it/s, loss=3.44, v_num=0]
    Epoch 3:   8%|▊         | 2808/33666 [01:44<19:11, 26.81it/s, loss=3.44, v_num=0]
    Epoch 3:   8%|▊         | 2808/33666 [01:44<19:11, 26.81it/s, loss=3.37, v_num=0]
    Epoch 3:   8%|▊         | 2809/33666 [01:44<19:11, 26.81it/s, loss=3.37, v_num=0]
    Epoch 3:   8%|▊         | 2809/33666 [01:44<19:11, 26.81it/s, loss=3.37, v_num=0]
    Epoch 3:   8%|▊         | 2810/33666 [01:44<19:11, 26.81it/s, loss=3.37, v_num=0]
    Epoch 3:   8%|▊         | 2810/33666 [01:44<19:11, 26.81it/s, loss=3.34, v_num=0]
    Epoch 3:   8%|▊         | 2811/33666 [01:44<19:11, 26.81it/s, loss=3.34, v_num=0]
    Epoch 3:   8%|▊         | 2811/33666 [01:44<19:11, 26.81it/s, loss=3.46, v_num=0]
    Epoch 3:   8%|▊         | 2812/33666 [01:44<19:10, 26.81it/s, loss=3.46, v_num=0]
    Epoch 3:   8%|▊         | 2812/33666 [01:44<19:10, 26.81it/s, loss=3.49, v_num=0]
    Epoch 3:   8%|▊         | 2813/33666 [01:44<19:10, 26.81it/s, loss=3.49, v_num=0]
    Epoch 3:   8%|▊         | 2813/33666 [01:44<19:10, 26.81it/s, loss=3.51, v_num=0]
    Epoch 3:   8%|▊         | 2814/33666 [01:44<19:10, 26.81it/s, loss=3.51, v_num=0]
    Epoch 3:   8%|▊         | 2814/33666 [01:44<19:10, 26.81it/s, loss=3.54, v_num=0]
    Epoch 3:   8%|▊         | 2815/33666 [01:45<19:10, 26.81it/s, loss=3.54, v_num=0]
    Epoch 3:   8%|▊         | 2815/33666 [01:45<19:10, 26.81it/s, loss=3.6, v_num=0] 
    Epoch 3:   8%|▊         | 2816/33666 [01:45<19:10, 26.81it/s, loss=3.6, v_num=0]
    Epoch 3:   8%|▊         | 2816/33666 [01:45<19:10, 26.81it/s, loss=3.56, v_num=0]
    Epoch 3:   8%|▊         | 2817/33666 [01:45<19:10, 26.81it/s, loss=3.56, v_num=0]
    Epoch 3:   8%|▊         | 2817/33666 [01:45<19:10, 26.81it/s, loss=3.48, v_num=0]
    Epoch 3:   8%|▊         | 2818/33666 [01:45<19:10, 26.81it/s, loss=3.48, v_num=0]
    Epoch 3:   8%|▊         | 2818/33666 [01:45<19:10, 26.81it/s, loss=3.47, v_num=0]
    Epoch 3:   8%|▊         | 2819/33666 [01:45<19:10, 26.81it/s, loss=3.47, v_num=0]
    Epoch 3:   8%|▊         | 2819/33666 [01:45<19:10, 26.81it/s, loss=3.41, v_num=0]
    Epoch 3:   8%|▊         | 2820/33666 [01:45<19:10, 26.81it/s, loss=3.41, v_num=0]
    Epoch 3:   8%|▊         | 2820/33666 [01:45<19:10, 26.81it/s, loss=3.37, v_num=0]
    Epoch 3:   8%|▊         | 2821/33666 [01:45<19:10, 26.82it/s, loss=3.37, v_num=0]
    Epoch 3:   8%|▊         | 2821/33666 [01:45<19:10, 26.82it/s, loss=3.43, v_num=0]
    Epoch 3:   8%|▊         | 2822/33666 [01:45<19:10, 26.82it/s, loss=3.43, v_num=0]
    Epoch 3:   8%|▊         | 2822/33666 [01:45<19:10, 26.82it/s, loss=3.5, v_num=0] 
    Epoch 3:   8%|▊         | 2823/33666 [01:45<19:10, 26.82it/s, loss=3.5, v_num=0]
    Epoch 3:   8%|▊         | 2823/33666 [01:45<19:10, 26.82it/s, loss=3.44, v_num=0]
    Epoch 3:   8%|▊         | 2824/33666 [01:45<19:09, 26.82it/s, loss=3.44, v_num=0]
    Epoch 3:   8%|▊         | 2824/33666 [01:45<19:09, 26.82it/s, loss=3.45, v_num=0]
    Epoch 3:   8%|▊         | 2825/33666 [01:45<19:09, 26.82it/s, loss=3.45, v_num=0]
    Epoch 3:   8%|▊         | 2825/33666 [01:45<19:09, 26.82it/s, loss=3.44, v_num=0]
    Epoch 3:   8%|▊         | 2826/33666 [01:45<19:09, 26.82it/s, loss=3.44, v_num=0]
    Epoch 3:   8%|▊         | 2826/33666 [01:45<19:09, 26.82it/s, loss=3.45, v_num=0]
    Epoch 3:   8%|▊         | 2827/33666 [01:45<19:09, 26.82it/s, loss=3.45, v_num=0]
    Epoch 3:   8%|▊         | 2827/33666 [01:45<19:09, 26.82it/s, loss=3.46, v_num=0]
    Epoch 3:   8%|▊         | 2828/33666 [01:45<19:09, 26.82it/s, loss=3.46, v_num=0]
    Epoch 3:   8%|▊         | 2828/33666 [01:45<19:09, 26.82it/s, loss=3.52, v_num=0]
    Epoch 3:   8%|▊         | 2829/33666 [01:45<19:09, 26.82it/s, loss=3.52, v_num=0]
    Epoch 3:   8%|▊         | 2829/33666 [01:45<19:09, 26.82it/s, loss=3.53, v_num=0]
    Epoch 3:   8%|▊         | 2830/33666 [01:45<19:09, 26.82it/s, loss=3.53, v_num=0]
    Epoch 3:   8%|▊         | 2830/33666 [01:45<19:09, 26.82it/s, loss=3.55, v_num=0]
    Epoch 3:   8%|▊         | 2831/33666 [01:45<19:09, 26.82it/s, loss=3.55, v_num=0]
    Epoch 3:   8%|▊         | 2831/33666 [01:45<19:09, 26.82it/s, loss=3.44, v_num=0]
    Epoch 3:   8%|▊         | 2832/33666 [01:45<19:09, 26.82it/s, loss=3.44, v_num=0]
    Epoch 3:   8%|▊         | 2832/33666 [01:45<19:09, 26.82it/s, loss=3.54, v_num=0]
    Epoch 3:   8%|▊         | 2833/33666 [01:45<19:09, 26.82it/s, loss=3.54, v_num=0]
    Epoch 3:   8%|▊         | 2833/33666 [01:45<19:09, 26.82it/s, loss=3.48, v_num=0]
    Epoch 3:   8%|▊         | 2834/33666 [01:45<19:09, 26.82it/s, loss=3.48, v_num=0]
    Epoch 3:   8%|▊         | 2834/33666 [01:45<19:09, 26.82it/s, loss=3.45, v_num=0]
    Epoch 3:   8%|▊         | 2835/33666 [01:45<19:09, 26.82it/s, loss=3.45, v_num=0]
    Epoch 3:   8%|▊         | 2835/33666 [01:45<19:09, 26.82it/s, loss=3.47, v_num=0]
    Epoch 3:   8%|▊         | 2836/33666 [01:45<19:09, 26.82it/s, loss=3.47, v_num=0]
    Epoch 3:   8%|▊         | 2836/33666 [01:45<19:09, 26.82it/s, loss=3.45, v_num=0]
    Epoch 3:   8%|▊         | 2837/33666 [01:45<19:09, 26.82it/s, loss=3.45, v_num=0]
    Epoch 3:   8%|▊         | 2837/33666 [01:45<19:09, 26.82it/s, loss=3.43, v_num=0]
    Epoch 3:   8%|▊         | 2838/33666 [01:45<19:09, 26.82it/s, loss=3.43, v_num=0]
    Epoch 3:   8%|▊         | 2838/33666 [01:45<19:09, 26.82it/s, loss=3.49, v_num=0]
    Epoch 3:   8%|▊         | 2839/33666 [01:45<19:09, 26.82it/s, loss=3.49, v_num=0]
    Epoch 3:   8%|▊         | 2839/33666 [01:45<19:09, 26.82it/s, loss=3.64, v_num=0]
    Epoch 3:   8%|▊         | 2840/33666 [01:45<19:09, 26.82it/s, loss=3.64, v_num=0]
    Epoch 3:   8%|▊         | 2840/33666 [01:45<19:09, 26.82it/s, loss=3.64, v_num=0]
    Epoch 3:   8%|▊         | 2841/33666 [01:45<19:09, 26.82it/s, loss=3.64, v_num=0]
    Epoch 3:   8%|▊         | 2841/33666 [01:45<19:09, 26.82it/s, loss=3.55, v_num=0]
    Epoch 3:   8%|▊         | 2842/33666 [01:45<19:09, 26.82it/s, loss=3.55, v_num=0]
    Epoch 3:   8%|▊         | 2842/33666 [01:45<19:09, 26.82it/s, loss=3.65, v_num=0]
    Epoch 3:   8%|▊         | 2843/33666 [01:46<19:09, 26.82it/s, loss=3.65, v_num=0]
    Epoch 3:   8%|▊         | 2843/33666 [01:46<19:09, 26.82it/s, loss=3.53, v_num=0]
    Epoch 3:   8%|▊         | 2844/33666 [01:46<19:09, 26.82it/s, loss=3.53, v_num=0]
    Epoch 3:   8%|▊         | 2844/33666 [01:46<19:09, 26.82it/s, loss=3.53, v_num=0]
    Epoch 3:   8%|▊         | 2845/33666 [01:46<19:09, 26.82it/s, loss=3.53, v_num=0]
    Epoch 3:   8%|▊         | 2845/33666 [01:46<19:09, 26.82it/s, loss=3.53, v_num=0]
    Epoch 3:   8%|▊         | 2846/33666 [01:46<19:09, 26.82it/s, loss=3.53, v_num=0]
    Epoch 3:   8%|▊         | 2846/33666 [01:46<19:09, 26.82it/s, loss=3.44, v_num=0]
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    Epoch 3:   8%|▊         | 2852/33666 [01:46<19:09, 26.82it/s, loss=3.33, v_num=0]
    Epoch 3:   8%|▊         | 2852/33666 [01:46<19:09, 26.82it/s, loss=3.23, v_num=0]
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    Epoch 3:   8%|▊         | 2853/33666 [01:46<19:08, 26.82it/s, loss=3.36, v_num=0]
    Epoch 3:   8%|▊         | 2854/33666 [01:46<19:08, 26.82it/s, loss=3.36, v_num=0]
    Epoch 3:   8%|▊         | 2854/33666 [01:46<19:08, 26.82it/s, loss=3.34, v_num=0]
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    Epoch 3:   8%|▊         | 2856/33666 [01:46<19:08, 26.82it/s, loss=3.34, v_num=0]
    Epoch 3:   8%|▊         | 2856/33666 [01:46<19:08, 26.82it/s, loss=3.4, v_num=0] 
    Epoch 3:   8%|▊         | 2857/33666 [01:46<19:08, 26.82it/s, loss=3.4, v_num=0]
    Epoch 3:   8%|▊         | 2857/33666 [01:46<19:08, 26.82it/s, loss=3.47, v_num=0]
    Epoch 3:   8%|▊         | 2858/33666 [01:46<19:08, 26.82it/s, loss=3.47, v_num=0]
    Epoch 3:   8%|▊         | 2858/33666 [01:46<19:08, 26.82it/s, loss=3.49, v_num=0]
    Epoch 3:   8%|▊         | 2859/33666 [01:46<19:08, 26.82it/s, loss=3.49, v_num=0]
    Epoch 3:   8%|▊         | 2859/33666 [01:46<19:08, 26.82it/s, loss=3.32, v_num=0]
    Epoch 3:   8%|▊         | 2860/33666 [01:46<19:08, 26.82it/s, loss=3.32, v_num=0]
    Epoch 3:   8%|▊         | 2860/33666 [01:46<19:08, 26.82it/s, loss=3.43, v_num=0]
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    Epoch 3:   8%|▊         | 2861/33666 [01:46<19:08, 26.82it/s, loss=3.44, v_num=0]
    Epoch 3:   9%|▊         | 2862/33666 [01:46<19:08, 26.82it/s, loss=3.44, v_num=0]
    Epoch 3:   9%|▊         | 2862/33666 [01:46<19:08, 26.82it/s, loss=3.38, v_num=0]
    Epoch 3:   9%|▊         | 2863/33666 [01:46<19:08, 26.82it/s, loss=3.38, v_num=0]
    Epoch 3:   9%|▊         | 2863/33666 [01:46<19:08, 26.82it/s, loss=3.46, v_num=0]
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    Epoch 3:   9%|▊         | 2864/33666 [01:46<19:08, 26.82it/s, loss=3.43, v_num=0]
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    Epoch 3:   9%|▊         | 2865/33666 [01:46<19:08, 26.82it/s, loss=3.51, v_num=0]
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    Epoch 3:   9%|▊         | 2867/33666 [01:46<19:08, 26.82it/s, loss=3.63, v_num=0]
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    Epoch 3:   9%|▊         | 2868/33666 [01:46<19:08, 26.82it/s, loss=3.67, v_num=0]
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    Epoch 3:   9%|▊         | 2869/33666 [01:46<19:08, 26.82it/s, loss=3.72, v_num=0]
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    Epoch 3:   9%|▊         | 2870/33666 [01:47<19:08, 26.82it/s, loss=3.69, v_num=0]
    Epoch 3:   9%|▊         | 2871/33666 [01:47<19:08, 26.82it/s, loss=3.69, v_num=0]
    Epoch 3:   9%|▊         | 2871/33666 [01:47<19:08, 26.82it/s, loss=3.64, v_num=0]
    Epoch 3:   9%|▊         | 2872/33666 [01:47<19:08, 26.82it/s, loss=3.64, v_num=0]
    Epoch 3:   9%|▊         | 2872/33666 [01:47<19:08, 26.82it/s, loss=3.65, v_num=0]
    Epoch 3:   9%|▊         | 2873/33666 [01:47<19:08, 26.82it/s, loss=3.65, v_num=0]
    Epoch 3:   9%|▊         | 2873/33666 [01:47<19:08, 26.82it/s, loss=3.59, v_num=0]
    Epoch 3:   9%|▊         | 2874/33666 [01:47<19:08, 26.82it/s, loss=3.59, v_num=0]
    Epoch 3:   9%|▊         | 2874/33666 [01:47<19:08, 26.82it/s, loss=3.58, v_num=0]
    Epoch 3:   9%|▊         | 2875/33666 [01:47<19:08, 26.82it/s, loss=3.58, v_num=0]
    Epoch 3:   9%|▊         | 2875/33666 [01:47<19:08, 26.82it/s, loss=3.6, v_num=0] 
    Epoch 3:   9%|▊         | 2876/33666 [01:47<19:08, 26.82it/s, loss=3.6, v_num=0]
    Epoch 3:   9%|▊         | 2876/33666 [01:47<19:08, 26.82it/s, loss=3.53, v_num=0]
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    Epoch 3:   9%|▊         | 2877/33666 [01:47<19:08, 26.82it/s, loss=3.56, v_num=0]
    Epoch 3:   9%|▊         | 2878/33666 [01:47<19:08, 26.82it/s, loss=3.56, v_num=0]
    Epoch 3:   9%|▊         | 2878/33666 [01:47<19:08, 26.82it/s, loss=3.45, v_num=0]
    Epoch 3:   9%|▊         | 2879/33666 [01:47<19:07, 26.82it/s, loss=3.45, v_num=0]
    Epoch 3:   9%|▊         | 2879/33666 [01:47<19:07, 26.82it/s, loss=3.59, v_num=0]
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    Epoch 3:   9%|▊         | 2880/33666 [01:47<19:07, 26.82it/s, loss=3.46, v_num=0]
    Epoch 3:   9%|▊         | 2881/33666 [01:47<19:07, 26.82it/s, loss=3.46, v_num=0]
    Epoch 3:   9%|▊         | 2881/33666 [01:47<19:07, 26.82it/s, loss=3.4, v_num=0] 
    Epoch 3:   9%|▊         | 2882/33666 [01:47<19:07, 26.82it/s, loss=3.4, v_num=0]
    Epoch 3:   9%|▊         | 2882/33666 [01:47<19:07, 26.82it/s, loss=3.37, v_num=0]
    Epoch 3:   9%|▊         | 2883/33666 [01:47<19:07, 26.82it/s, loss=3.37, v_num=0]
    Epoch 3:   9%|▊         | 2883/33666 [01:47<19:07, 26.82it/s, loss=3.35, v_num=0]
    Epoch 3:   9%|▊         | 2884/33666 [01:47<19:07, 26.82it/s, loss=3.35, v_num=0]
    Epoch 3:   9%|▊         | 2884/33666 [01:47<19:07, 26.82it/s, loss=3.34, v_num=0]
    Epoch 3:   9%|▊         | 2885/33666 [01:47<19:07, 26.82it/s, loss=3.34, v_num=0]
    Epoch 3:   9%|▊         | 2885/33666 [01:47<19:07, 26.82it/s, loss=3.25, v_num=0]
    Epoch 3:   9%|▊         | 2886/33666 [01:47<19:07, 26.82it/s, loss=3.25, v_num=0]
    Epoch 3:   9%|▊         | 2886/33666 [01:47<19:07, 26.82it/s, loss=3.12, v_num=0]
    Epoch 3:   9%|▊         | 2887/33666 [01:47<19:07, 26.82it/s, loss=3.12, v_num=0]
    Epoch 3:   9%|▊         | 2887/33666 [01:47<19:07, 26.82it/s, loss=3.12, v_num=0]
    Epoch 3:   9%|▊         | 2888/33666 [01:47<19:07, 26.82it/s, loss=3.12, v_num=0]
    Epoch 3:   9%|▊         | 2888/33666 [01:47<19:07, 26.82it/s, loss=3.17, v_num=0]
    Epoch 3:   9%|▊         | 2889/33666 [01:47<19:07, 26.82it/s, loss=3.17, v_num=0]
    Epoch 3:   9%|▊         | 2889/33666 [01:47<19:07, 26.82it/s, loss=3.09, v_num=0]
    Epoch 3:   9%|▊         | 2890/33666 [01:47<19:07, 26.82it/s, loss=3.09, v_num=0]
    Epoch 3:   9%|▊         | 2890/33666 [01:47<19:07, 26.82it/s, loss=3.13, v_num=0]
    Epoch 3:   9%|▊         | 2891/33666 [01:47<19:07, 26.82it/s, loss=3.13, v_num=0]
    Epoch 3:   9%|▊         | 2891/33666 [01:47<19:07, 26.82it/s, loss=3.16, v_num=0]
    Epoch 3:   9%|▊         | 2892/33666 [01:47<19:07, 26.82it/s, loss=3.16, v_num=0]
    Epoch 3:   9%|▊         | 2892/33666 [01:47<19:07, 26.82it/s, loss=3.09, v_num=0]
    Epoch 3:   9%|▊         | 2893/33666 [01:47<19:07, 26.82it/s, loss=3.09, v_num=0]
    Epoch 3:   9%|▊         | 2893/33666 [01:47<19:07, 26.82it/s, loss=3.09, v_num=0]
    Epoch 3:   9%|▊         | 2894/33666 [01:47<19:07, 26.82it/s, loss=3.09, v_num=0]
    Epoch 3:   9%|▊         | 2894/33666 [01:47<19:07, 26.82it/s, loss=3.08, v_num=0]
    Epoch 3:   9%|▊         | 2895/33666 [01:47<19:07, 26.82it/s, loss=3.08, v_num=0]
    Epoch 3:   9%|▊         | 2895/33666 [01:47<19:07, 26.82it/s, loss=3.04, v_num=0]
    Epoch 3:   9%|▊         | 2896/33666 [01:47<19:07, 26.82it/s, loss=3.04, v_num=0]
    Epoch 3:   9%|▊         | 2896/33666 [01:47<19:07, 26.82it/s, loss=3.03, v_num=0]
    Epoch 3:   9%|▊         | 2897/33666 [01:48<19:07, 26.82it/s, loss=3.03, v_num=0]
    Epoch 3:   9%|▊         | 2897/33666 [01:48<19:07, 26.82it/s, loss=3.01, v_num=0]
    Epoch 3:   9%|▊         | 2898/33666 [01:48<19:07, 26.82it/s, loss=3.01, v_num=0]
    Epoch 3:   9%|▊         | 2898/33666 [01:48<19:07, 26.82it/s, loss=3.02, v_num=0]
    Epoch 3:   9%|▊         | 2899/33666 [01:48<19:07, 26.82it/s, loss=3.02, v_num=0]
    Epoch 3:   9%|▊         | 2899/33666 [01:48<19:07, 26.82it/s, loss=3.07, v_num=0]
    Epoch 3:   9%|▊         | 2900/33666 [01:48<19:07, 26.82it/s, loss=3.07, v_num=0]
    Epoch 3:   9%|▊         | 2900/33666 [01:48<19:07, 26.82it/s, loss=3.05, v_num=0]
    Epoch 3:   9%|▊         | 2901/33666 [01:48<19:07, 26.82it/s, loss=3.05, v_num=0]
    Epoch 3:   9%|▊         | 2901/33666 [01:48<19:07, 26.82it/s, loss=3.08, v_num=0]
    Epoch 3:   9%|▊         | 2902/33666 [01:48<19:07, 26.82it/s, loss=3.08, v_num=0]
    Epoch 3:   9%|▊         | 2902/33666 [01:48<19:07, 26.82it/s, loss=3.07, v_num=0]
    Epoch 3:   9%|▊         | 2903/33666 [01:48<19:07, 26.81it/s, loss=3.07, v_num=0]
    Epoch 3:   9%|▊         | 2903/33666 [01:48<19:07, 26.81it/s, loss=3.1, v_num=0] 
    Epoch 3:   9%|▊         | 2904/33666 [01:48<19:07, 26.81it/s, loss=3.1, v_num=0]
    Epoch 3:   9%|▊         | 2904/33666 [01:48<19:07, 26.81it/s, loss=3.13, v_num=0]
    Epoch 3:   9%|▊         | 2905/33666 [01:48<19:07, 26.81it/s, loss=3.13, v_num=0]
    Epoch 3:   9%|▊         | 2905/33666 [01:48<19:07, 26.81it/s, loss=3.17, v_num=0]
    Epoch 3:   9%|▊         | 2906/33666 [01:48<19:07, 26.81it/s, loss=3.17, v_num=0]
    Epoch 3:   9%|▊         | 2906/33666 [01:48<19:07, 26.81it/s, loss=3.16, v_num=0]
    Epoch 3:   9%|▊         | 2907/33666 [01:48<19:07, 26.81it/s, loss=3.16, v_num=0]
    Epoch 3:   9%|▊         | 2907/33666 [01:48<19:07, 26.81it/s, loss=3.17, v_num=0]
    Epoch 3:   9%|▊         | 2908/33666 [01:48<19:07, 26.81it/s, loss=3.17, v_num=0]
    Epoch 3:   9%|▊         | 2908/33666 [01:48<19:07, 26.81it/s, loss=3.16, v_num=0]
    Epoch 3:   9%|▊         | 2909/33666 [01:48<19:07, 26.81it/s, loss=3.16, v_num=0]
    Epoch 3:   9%|▊         | 2909/33666 [01:48<19:07, 26.81it/s, loss=3.23, v_num=0]
    Epoch 3:   9%|▊         | 2910/33666 [01:48<19:07, 26.81it/s, loss=3.23, v_num=0]
    Epoch 3:   9%|▊         | 2910/33666 [01:48<19:07, 26.81it/s, loss=3.37, v_num=0]
    Epoch 3:   9%|▊         | 2911/33666 [01:48<19:07, 26.81it/s, loss=3.37, v_num=0]
    Epoch 3:   9%|▊         | 2911/33666 [01:48<19:07, 26.81it/s, loss=3.33, v_num=0]
    Epoch 3:   9%|▊         | 2912/33666 [01:48<19:07, 26.81it/s, loss=3.33, v_num=0]
    Epoch 3:   9%|▊         | 2912/33666 [01:48<19:07, 26.81it/s, loss=3.43, v_num=0]
    Epoch 3:   9%|▊         | 2913/33666 [01:48<19:07, 26.81it/s, loss=3.43, v_num=0]
    Epoch 3:   9%|▊         | 2913/33666 [01:48<19:07, 26.81it/s, loss=3.37, v_num=0]
    Epoch 3:   9%|▊         | 2914/33666 [01:48<19:07, 26.81it/s, loss=3.37, v_num=0]
    Epoch 3:   9%|▊         | 2914/33666 [01:48<19:07, 26.81it/s, loss=3.43, v_num=0]
    Epoch 3:   9%|▊         | 2915/33666 [01:48<19:07, 26.81it/s, loss=3.43, v_num=0]
    Epoch 3:   9%|▊         | 2915/33666 [01:48<19:07, 26.81it/s, loss=3.4, v_num=0] 
    Epoch 3:   9%|▊         | 2916/33666 [01:48<19:07, 26.81it/s, loss=3.4, v_num=0]
    Epoch 3:   9%|▊         | 2916/33666 [01:48<19:07, 26.81it/s, loss=3.51, v_num=0]
    Epoch 3:   9%|▊         | 2917/33666 [01:48<19:07, 26.81it/s, loss=3.51, v_num=0]
    Epoch 3:   9%|▊         | 2917/33666 [01:48<19:07, 26.81it/s, loss=3.44, v_num=0]
    Epoch 3:   9%|▊         | 2918/33666 [01:48<19:06, 26.81it/s, loss=3.44, v_num=0]
    Epoch 3:   9%|▊         | 2918/33666 [01:48<19:06, 26.81it/s, loss=3.51, v_num=0]
    Epoch 3:   9%|▊         | 2919/33666 [01:48<19:06, 26.81it/s, loss=3.51, v_num=0]
    Epoch 3:   9%|▊         | 2919/33666 [01:48<19:06, 26.81it/s, loss=3.37, v_num=0]
    Epoch 3:   9%|▊         | 2920/33666 [01:48<19:06, 26.81it/s, loss=3.37, v_num=0]
    Epoch 3:   9%|▊         | 2920/33666 [01:48<19:06, 26.81it/s, loss=3.38, v_num=0]
    Epoch 3:   9%|▊         | 2921/33666 [01:48<19:06, 26.81it/s, loss=3.38, v_num=0]
    Epoch 3:   9%|▊         | 2921/33666 [01:48<19:06, 26.81it/s, loss=3.5, v_num=0] 
    Epoch 3:   9%|▊         | 2922/33666 [01:49<19:06, 26.81it/s, loss=3.5, v_num=0]
    Epoch 3:   9%|▊         | 2922/33666 [01:49<19:06, 26.81it/s, loss=3.44, v_num=0]
    Epoch 3:   9%|▊         | 2923/33666 [01:49<19:06, 26.81it/s, loss=3.44, v_num=0]
    Epoch 3:   9%|▊         | 2923/33666 [01:49<19:06, 26.81it/s, loss=3.44, v_num=0]
    Epoch 3:   9%|▊         | 2924/33666 [01:49<19:06, 26.81it/s, loss=3.44, v_num=0]
    Epoch 3:   9%|▊         | 2924/33666 [01:49<19:06, 26.81it/s, loss=3.39, v_num=0]
    Epoch 3:   9%|▊         | 2925/33666 [01:49<19:06, 26.81it/s, loss=3.39, v_num=0]
    Epoch 3:   9%|▊         | 2925/33666 [01:49<19:06, 26.81it/s, loss=3.3, v_num=0] 
    Epoch 3:   9%|▊         | 2926/33666 [01:49<19:06, 26.81it/s, loss=3.3, v_num=0]
    Epoch 3:   9%|▊         | 2926/33666 [01:49<19:06, 26.81it/s, loss=3.35, v_num=0]
    Epoch 3:   9%|▊         | 2927/33666 [01:49<19:06, 26.81it/s, loss=3.35, v_num=0]
    Epoch 3:   9%|▊         | 2927/33666 [01:49<19:06, 26.81it/s, loss=3.29, v_num=0]
    Epoch 3:   9%|▊         | 2928/33666 [01:49<19:06, 26.81it/s, loss=3.29, v_num=0]
    Epoch 3:   9%|▊         | 2928/33666 [01:49<19:06, 26.81it/s, loss=3.34, v_num=0]
    Epoch 3:   9%|▊         | 2929/33666 [01:49<19:06, 26.81it/s, loss=3.34, v_num=0]
    Epoch 3:   9%|▊         | 2929/33666 [01:49<19:06, 26.81it/s, loss=3.26, v_num=0]
    Epoch 3:   9%|▊         | 2930/33666 [01:49<19:06, 26.81it/s, loss=3.26, v_num=0]
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    Epoch 3:   9%|▉         | 2953/33666 [01:50<19:05, 26.81it/s, loss=3.53, v_num=0]
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    Epoch 3:   9%|▉         | 2957/33666 [01:50<19:05, 26.81it/s, loss=3.35, v_num=0]
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    Epoch 3:   9%|▉         | 2959/33666 [01:50<19:05, 26.81it/s, loss=3.44, v_num=0]
    Epoch 3:   9%|▉         | 2959/33666 [01:50<19:05, 26.81it/s, loss=3.58, v_num=0]
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    Epoch 3:   9%|▉         | 2961/33666 [01:50<19:05, 26.81it/s, loss=3.59, v_num=0]
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    Epoch 3:   9%|▉         | 2971/33666 [01:50<19:04, 26.81it/s, loss=3.28, v_num=0]
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    Epoch 3:   9%|▉         | 2972/33666 [01:50<19:04, 26.81it/s, loss=3.35, v_num=0]
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    Epoch 3:   9%|▉         | 2973/33666 [01:50<19:04, 26.81it/s, loss=3.46, v_num=0]
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    Epoch 3:   9%|▉         | 2976/33666 [01:51<19:04, 26.81it/s, loss=3.44, v_num=0]
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    Epoch 3:   9%|▉         | 2978/33666 [01:51<19:04, 26.81it/s, loss=3.49, v_num=0]
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    Epoch 3:   9%|▉         | 2979/33666 [01:51<19:04, 26.81it/s, loss=3.45, v_num=0]
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    Epoch 3:   9%|▉         | 2980/33666 [01:51<19:04, 26.81it/s, loss=3.49, v_num=0]
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    Epoch 3:   9%|▉         | 2981/33666 [01:51<19:04, 26.81it/s, loss=3.5, v_num=0] 
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    Epoch 3:   9%|▉         | 2982/33666 [01:51<19:04, 26.81it/s, loss=3.49, v_num=0]
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    Epoch 3:   9%|▉         | 2985/33666 [01:51<19:04, 26.81it/s, loss=3.4, v_num=0] 
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    Epoch 3:   9%|▉         | 2986/33666 [01:51<19:04, 26.81it/s, loss=3.46, v_num=0]
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    Epoch 3:   9%|▉         | 2988/33666 [01:51<19:04, 26.80it/s, loss=3.42, v_num=0]
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    Epoch 3:   9%|▉         | 2989/33666 [01:51<19:04, 26.80it/s, loss=3.46, v_num=0]
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    Epoch 3:   9%|▉         | 2992/33666 [01:51<19:04, 26.80it/s, loss=3.45, v_num=0]
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    Epoch 3:   9%|▉         | 2999/33666 [01:51<19:04, 26.80it/s, loss=3.3, v_num=0] 
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    Epoch 3:   9%|▉         | 3110/33666 [01:56<19:01, 26.77it/s, loss=3.46, v_num=0]
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    Epoch 3:   9%|▉         | 3111/33666 [01:56<19:01, 26.77it/s, loss=3.39, v_num=0]
    Epoch 3:   9%|▉         | 3112/33666 [01:56<19:01, 26.77it/s, loss=3.39, v_num=0]
    Epoch 3:   9%|▉         | 3112/33666 [01:56<19:01, 26.77it/s, loss=3.38, v_num=0]
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    Epoch 3:   9%|▉         | 3117/33666 [01:56<19:01, 26.77it/s, loss=3.54, v_num=0]
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    Epoch 3:   9%|▉         | 3137/33666 [01:57<19:00, 26.77it/s, loss=3.3, v_num=0] 
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    Epoch 3:   9%|▉         | 3145/33666 [01:57<18:59, 26.78it/s, loss=3.09, v_num=0]
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    Epoch 3:   9%|▉         | 3156/33666 [01:57<18:59, 26.78it/s, loss=3.31, v_num=0]
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    Epoch 3:   9%|▉         | 3161/33666 [01:57<18:58, 26.79it/s, loss=3.1, v_num=0] 
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    Epoch 3:  10%|▉         | 3296/33666 [02:03<18:54, 26.78it/s, loss=3.11, v_num=0]
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    Epoch 3:  10%|▉         | 3309/33666 [02:03<18:53, 26.77it/s, loss=3.36, v_num=0]
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    Epoch 3:  10%|▉         | 3310/33666 [02:03<18:53, 26.77it/s, loss=3.41, v_num=0]
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    Epoch 3:  10%|▉         | 3311/33666 [02:03<18:53, 26.77it/s, loss=3.48, v_num=0]
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    Epoch 3:  10%|▉         | 3312/33666 [02:03<18:53, 26.77it/s, loss=3.45, v_num=0]
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    Epoch 3:  10%|▉         | 3313/33666 [02:03<18:53, 26.77it/s, loss=3.35, v_num=0]
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    Epoch 3:  10%|▉         | 3315/33666 [02:03<18:53, 26.77it/s, loss=3.35, v_num=0]
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    Epoch 3:  10%|▉         | 3316/33666 [02:03<18:53, 26.77it/s, loss=3.36, v_num=0]
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    Epoch 3:  17%|█▋        | 5636/33666 [03:28<17:17, 27.01it/s, loss=3.35, v_num=0]
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    Epoch 3:  17%|█▋        | 5815/33666 [03:35<17:10, 27.02it/s, loss=3.4, v_num=0]
    Epoch 3:  17%|█▋        | 5815/33666 [03:35<17:10, 27.02it/s, loss=3.44, v_num=0]
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    Epoch 3:  17%|█▋        | 5849/33666 [03:36<17:09, 27.03it/s, loss=3.34, v_num=0]
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    Epoch 3:  17%|█▋        | 5864/33666 [03:36<17:08, 27.03it/s, loss=3.28, v_num=0]
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    Epoch 3:  17%|█▋        | 5865/33666 [03:37<17:08, 27.03it/s, loss=3.28, v_num=0]
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    Epoch 3:  17%|█▋        | 5868/33666 [03:37<17:08, 27.03it/s, loss=3.19, v_num=0]
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    Epoch 3:  17%|█▋        | 5870/33666 [03:37<17:08, 27.03it/s, loss=3.22, v_num=0]
    Epoch 3:  17%|█▋        | 5871/33666 [03:37<17:08, 27.03it/s, loss=3.22, v_num=0]
    Epoch 3:  17%|█▋        | 5871/33666 [03:37<17:08, 27.03it/s, loss=3.31, v_num=0]
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    Epoch 3:  17%|█▋        | 5872/33666 [03:37<17:08, 27.03it/s, loss=3.39, v_num=0]
    Epoch 3:  17%|█▋        | 5873/33666 [03:37<17:08, 27.03it/s, loss=3.39, v_num=0]
    Epoch 3:  17%|█▋        | 5873/33666 [03:37<17:08, 27.03it/s, loss=3.47, v_num=0]
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    Epoch 3:  17%|█▋        | 5878/33666 [03:37<17:08, 27.03it/s, loss=3.49, v_num=0]
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    Epoch 3:  17%|█▋        | 5891/33666 [03:37<17:07, 27.03it/s, loss=3.56, v_num=0]
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    Epoch 3:  18%|█▊        | 5892/33666 [03:37<17:07, 27.03it/s, loss=3.51, v_num=0]
    Epoch 3:  18%|█▊        | 5893/33666 [03:38<17:07, 27.03it/s, loss=3.51, v_num=0]
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    Epoch 3:  18%|█▊        | 5894/33666 [03:38<17:07, 27.03it/s, loss=3.37, v_num=0]
    Epoch 3:  18%|█▊        | 5894/33666 [03:38<17:07, 27.03it/s, loss=3.26, v_num=0]
    Epoch 3:  18%|█▊        | 5895/33666 [03:38<17:07, 27.03it/s, loss=3.26, v_num=0]
    Epoch 3:  18%|█▊        | 5895/33666 [03:38<17:07, 27.03it/s, loss=3.15, v_num=0]
    Epoch 3:  18%|█▊        | 5896/33666 [03:38<17:07, 27.03it/s, loss=3.15, v_num=0]
    Epoch 3:  18%|█▊        | 5896/33666 [03:38<17:07, 27.03it/s, loss=3.13, v_num=0]
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    Epoch 3:  18%|█▊        | 5897/33666 [03:38<17:07, 27.03it/s, loss=3.17, v_num=0]
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    Epoch 3:  18%|█▊        | 5898/33666 [03:38<17:07, 27.03it/s, loss=3.15, v_num=0]
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    Epoch 3:  18%|█▊        | 5899/33666 [03:38<17:07, 27.03it/s, loss=3.15, v_num=0]
    Epoch 3:  18%|█▊        | 5900/33666 [03:38<17:07, 27.03it/s, loss=3.15, v_num=0]
    Epoch 3:  18%|█▊        | 5900/33666 [03:38<17:07, 27.03it/s, loss=3.12, v_num=0]
    Epoch 3:  18%|█▊        | 5901/33666 [03:38<17:07, 27.03it/s, loss=3.12, v_num=0]
    Epoch 3:  18%|█▊        | 5901/33666 [03:38<17:07, 27.03it/s, loss=3.08, v_num=0]
    Epoch 3:  18%|█▊        | 5902/33666 [03:38<17:07, 27.03it/s, loss=3.08, v_num=0]
    Epoch 3:  18%|█▊        | 5902/33666 [03:38<17:07, 27.03it/s, loss=3.18, v_num=0]
    Epoch 3:  18%|█▊        | 5903/33666 [03:38<17:07, 27.03it/s, loss=3.18, v_num=0]
    Epoch 3:  18%|█▊        | 5903/33666 [03:38<17:07, 27.03it/s, loss=3.15, v_num=0]
    Epoch 3:  18%|█▊        | 5904/33666 [03:38<17:07, 27.03it/s, loss=3.15, v_num=0]
    Epoch 3:  18%|█▊        | 5904/33666 [03:38<17:07, 27.03it/s, loss=3.23, v_num=0]
    Epoch 3:  18%|█▊        | 5905/33666 [03:38<17:07, 27.03it/s, loss=3.23, v_num=0]
    Epoch 3:  18%|█▊        | 5905/33666 [03:38<17:07, 27.03it/s, loss=3.13, v_num=0]
    Epoch 3:  18%|█▊        | 5906/33666 [03:38<17:07, 27.03it/s, loss=3.13, v_num=0]
    Epoch 3:  18%|█▊        | 5906/33666 [03:38<17:07, 27.03it/s, loss=3.1, v_num=0] 
    Epoch 3:  18%|█▊        | 5907/33666 [03:38<17:06, 27.03it/s, loss=3.1, v_num=0]
    Epoch 3:  18%|█▊        | 5907/33666 [03:38<17:06, 27.03it/s, loss=3.11, v_num=0]
    Epoch 3:  18%|█▊        | 5908/33666 [03:38<17:06, 27.03it/s, loss=3.11, v_num=0]
    Epoch 3:  18%|█▊        | 5908/33666 [03:38<17:06, 27.03it/s, loss=3.13, v_num=0]
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    Epoch 3:  18%|█▊        | 5910/33666 [03:38<17:06, 27.03it/s, loss=3.08, v_num=0]
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    Epoch 3:  18%|█▊        | 5911/33666 [03:38<17:06, 27.03it/s, loss=3.05, v_num=0]
    Epoch 3:  18%|█▊        | 5912/33666 [03:38<17:06, 27.03it/s, loss=3.05, v_num=0]
    Epoch 3:  18%|█▊        | 5912/33666 [03:38<17:06, 27.03it/s, loss=3.08, v_num=0]
    Epoch 3:  18%|█▊        | 5913/33666 [03:38<17:06, 27.03it/s, loss=3.08, v_num=0]
    Epoch 3:  18%|█▊        | 5913/33666 [03:38<17:06, 27.03it/s, loss=3.22, v_num=0]
    Epoch 3:  18%|█▊        | 5914/33666 [03:38<17:06, 27.03it/s, loss=3.22, v_num=0]
    Epoch 3:  18%|█▊        | 5914/33666 [03:38<17:06, 27.03it/s, loss=3.34, v_num=0]
    Epoch 3:  18%|█▊        | 5915/33666 [03:38<17:06, 27.03it/s, loss=3.34, v_num=0]
    Epoch 3:  18%|█▊        | 5915/33666 [03:38<17:06, 27.03it/s, loss=3.47, v_num=0]
    Epoch 3:  18%|█▊        | 5916/33666 [03:38<17:06, 27.02it/s, loss=3.47, v_num=0]
    Epoch 3:  18%|█▊        | 5916/33666 [03:38<17:06, 27.02it/s, loss=3.44, v_num=0]
    Epoch 3:  18%|█▊        | 5917/33666 [03:38<17:06, 27.02it/s, loss=3.44, v_num=0]
    Epoch 3:  18%|█▊        | 5917/33666 [03:38<17:06, 27.02it/s, loss=3.49, v_num=0]
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    Epoch 3:  18%|█▊        | 5918/33666 [03:38<17:06, 27.02it/s, loss=3.51, v_num=0]
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    Epoch 3:  18%|█▊        | 5919/33666 [03:39<17:06, 27.02it/s, loss=3.5, v_num=0] 
    Epoch 3:  18%|█▊        | 5920/33666 [03:39<17:06, 27.02it/s, loss=3.5, v_num=0]
    Epoch 3:  18%|█▊        | 5920/33666 [03:39<17:06, 27.02it/s, loss=3.57, v_num=0]
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    Epoch 3:  18%|█▊        | 5923/33666 [03:39<17:06, 27.02it/s, loss=3.5, v_num=0]
    Epoch 3:  18%|█▊        | 5923/33666 [03:39<17:06, 27.02it/s, loss=3.56, v_num=0]
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    Epoch 3:  18%|█▊        | 5924/33666 [03:39<17:06, 27.02it/s, loss=3.49, v_num=0]
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    Epoch 3:  18%|█▊        | 5930/33666 [03:39<17:06, 27.02it/s, loss=3.89, v_num=0]
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    Epoch 3:  18%|█▊        | 5931/33666 [03:39<17:06, 27.02it/s, loss=3.85, v_num=0]
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    Epoch 3:  18%|█▊        | 5935/33666 [03:39<17:06, 27.02it/s, loss=3.78, v_num=0]
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    Epoch 3:  18%|█▊        | 5936/33666 [03:39<17:06, 27.02it/s, loss=3.86, v_num=0]
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    Epoch 3:  18%|█▊        | 5938/33666 [03:39<17:06, 27.02it/s, loss=3.79, v_num=0]
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    Epoch 3:  18%|█▊        | 5942/33666 [03:39<17:06, 27.02it/s, loss=3.86, v_num=0]
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    Epoch 3:  18%|█▊        | 5943/33666 [03:39<17:06, 27.02it/s, loss=3.89, v_num=0]
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    Epoch 3:  18%|█▊        | 5946/33666 [03:40<17:05, 27.02it/s, loss=3.88, v_num=0]
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    Epoch 3:  18%|█▊        | 5961/33666 [03:40<17:05, 27.02it/s, loss=3.56, v_num=0]
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    Epoch 3:  18%|█▊        | 5963/33666 [03:40<17:05, 27.02it/s, loss=3.57, v_num=0]
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    Epoch 3:  18%|█▊        | 5967/33666 [03:40<17:05, 27.02it/s, loss=3.73, v_num=0]
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    Epoch 3:  18%|█▊        | 5968/33666 [03:40<17:05, 27.02it/s, loss=3.72, v_num=0]
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    Epoch 3:  18%|█▊        | 5969/33666 [03:40<17:05, 27.02it/s, loss=3.65, v_num=0]
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    Epoch 3:  18%|█▊        | 5970/33666 [03:40<17:05, 27.02it/s, loss=3.61, v_num=0]
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    Epoch 3:  18%|█▊        | 5971/33666 [03:40<17:04, 27.02it/s, loss=3.55, v_num=0]
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    Epoch 3:  18%|█▊        | 5972/33666 [03:41<17:04, 27.02it/s, loss=3.49, v_num=0]
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    Epoch 3:  18%|█▊        | 5973/33666 [03:41<17:04, 27.02it/s, loss=3.47, v_num=0]
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    Epoch 3:  18%|█▊        | 5974/33666 [03:41<17:04, 27.02it/s, loss=3.44, v_num=0]
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    Epoch 3:  18%|█▊        | 5975/33666 [03:41<17:04, 27.02it/s, loss=3.37, v_num=0]
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    Epoch 3:  18%|█▊        | 5976/33666 [03:41<17:04, 27.02it/s, loss=3.27, v_num=0]
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    Epoch 3:  18%|█▊        | 5977/33666 [03:41<17:04, 27.02it/s, loss=3.14, v_num=0]
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    Epoch 3:  18%|█▊        | 5978/33666 [03:41<17:04, 27.02it/s, loss=3.2, v_num=0] 
    Epoch 3:  18%|█▊        | 5979/33666 [03:41<17:04, 27.02it/s, loss=3.2, v_num=0]
    Epoch 3:  18%|█▊        | 5979/33666 [03:41<17:04, 27.02it/s, loss=3.13, v_num=0]
    Epoch 3:  18%|█▊        | 5980/33666 [03:41<17:04, 27.02it/s, loss=3.13, v_num=0]
    Epoch 3:  18%|█▊        | 5980/33666 [03:41<17:04, 27.02it/s, loss=3.09, v_num=0]
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    Epoch 3:  18%|█▊        | 5981/33666 [03:41<17:04, 27.02it/s, loss=3.08, v_num=0]
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    Epoch 3:  18%|█▊        | 5982/33666 [03:41<17:04, 27.02it/s, loss=3.04, v_num=0]
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    Epoch 3:  18%|█▊        | 5983/33666 [03:41<17:04, 27.02it/s, loss=2.87, v_num=0]
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    Epoch 3:  18%|█▊        | 5984/33666 [03:41<17:04, 27.02it/s, loss=3, v_num=0]   
    Epoch 3:  18%|█▊        | 5985/33666 [03:41<17:04, 27.02it/s, loss=3, v_num=0]
    Epoch 3:  18%|█▊        | 5985/33666 [03:41<17:04, 27.02it/s, loss=2.88, v_num=0]
    Epoch 3:  18%|█▊        | 5986/33666 [03:41<17:04, 27.02it/s, loss=2.88, v_num=0]
    Epoch 3:  18%|█▊        | 5986/33666 [03:41<17:04, 27.02it/s, loss=2.7, v_num=0] 
    Epoch 3:  18%|█▊        | 5987/33666 [03:41<17:04, 27.02it/s, loss=2.7, v_num=0]
    Epoch 3:  18%|█▊        | 5987/33666 [03:41<17:04, 27.02it/s, loss=2.62, v_num=0]
    Epoch 3:  18%|█▊        | 5988/33666 [03:41<17:04, 27.02it/s, loss=2.62, v_num=0]
    Epoch 3:  18%|█▊        | 5988/33666 [03:41<17:04, 27.02it/s, loss=2.55, v_num=0]
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    Epoch 3:  18%|█▊        | 5989/33666 [03:41<17:04, 27.02it/s, loss=2.56, v_num=0]
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    Epoch 3:  18%|█▊        | 6013/33666 [03:42<17:03, 27.02it/s, loss=3.27, v_num=0]
    Epoch 3:  18%|█▊        | 6014/33666 [03:42<17:03, 27.02it/s, loss=3.27, v_num=0]
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    Epoch 3:  18%|█▊        | 6016/33666 [03:42<17:03, 27.02it/s, loss=3.21, v_num=0]
    Epoch 3:  18%|█▊        | 6016/33666 [03:42<17:03, 27.02it/s, loss=3.28, v_num=0]
    Epoch 3:  18%|█▊        | 6017/33666 [03:42<17:03, 27.02it/s, loss=3.28, v_num=0]
    Epoch 3:  18%|█▊        | 6017/33666 [03:42<17:03, 27.02it/s, loss=3.28, v_num=0]
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    Epoch 3:  18%|█▊        | 6018/33666 [03:42<17:03, 27.02it/s, loss=3.25, v_num=0]
    Epoch 3:  18%|█▊        | 6019/33666 [03:42<17:03, 27.02it/s, loss=3.25, v_num=0]
    Epoch 3:  18%|█▊        | 6019/33666 [03:42<17:03, 27.02it/s, loss=3.22, v_num=0]
    Epoch 3:  18%|█▊        | 6020/33666 [03:42<17:03, 27.02it/s, loss=3.22, v_num=0]
    Epoch 3:  18%|█▊        | 6020/33666 [03:42<17:03, 27.02it/s, loss=3.24, v_num=0]
    Epoch 3:  18%|█▊        | 6021/33666 [03:42<17:02, 27.02it/s, loss=3.24, v_num=0]
    Epoch 3:  18%|█▊        | 6021/33666 [03:42<17:02, 27.02it/s, loss=3.25, v_num=0]
    Epoch 3:  18%|█▊        | 6022/33666 [03:42<17:02, 27.02it/s, loss=3.25, v_num=0]
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    Epoch 3:  18%|█▊        | 6023/33666 [03:42<17:02, 27.02it/s, loss=3.27, v_num=0]
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    Epoch 3:  18%|█▊        | 6024/33666 [03:42<17:02, 27.02it/s, loss=3.27, v_num=0]
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    Epoch 3:  18%|█▊        | 6025/33666 [03:42<17:02, 27.02it/s, loss=3.26, v_num=0]
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    Epoch 3:  18%|█▊        | 6026/33666 [03:42<17:02, 27.02it/s, loss=3.23, v_num=0]
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    Epoch 3:  18%|█▊        | 6027/33666 [03:43<17:02, 27.02it/s, loss=3.2, v_num=0] 
    Epoch 3:  18%|█▊        | 6028/33666 [03:43<17:02, 27.02it/s, loss=3.2, v_num=0]
    Epoch 3:  18%|█▊        | 6028/33666 [03:43<17:02, 27.02it/s, loss=3.29, v_num=0]
    Epoch 3:  18%|█▊        | 6029/33666 [03:43<17:02, 27.02it/s, loss=3.29, v_num=0]
    Epoch 3:  18%|█▊        | 6029/33666 [03:43<17:02, 27.02it/s, loss=3.26, v_num=0]
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    Epoch 3:  18%|█▊        | 6030/33666 [03:43<17:02, 27.02it/s, loss=3.22, v_num=0]
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    Epoch 3:  18%|█▊        | 6031/33666 [03:43<17:02, 27.02it/s, loss=3.22, v_num=0]
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    Epoch 3:  18%|█▊        | 6032/33666 [03:43<17:02, 27.02it/s, loss=3.18, v_num=0]
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    Epoch 3:  18%|█▊        | 6033/33666 [03:43<17:02, 27.02it/s, loss=3.2, v_num=0] 
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    Epoch 3:  18%|█▊        | 6034/33666 [03:43<17:02, 27.02it/s, loss=3.3, v_num=0]
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    Epoch 3:  18%|█▊        | 6035/33666 [03:43<17:02, 27.02it/s, loss=3.35, v_num=0]
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    Epoch 3:  18%|█▊        | 6036/33666 [03:43<17:02, 27.02it/s, loss=3.53, v_num=0]
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    Epoch 3:  18%|█▊        | 6037/33666 [03:43<17:02, 27.02it/s, loss=3.54, v_num=0]
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    Epoch 3:  18%|█▊        | 6038/33666 [03:43<17:02, 27.02it/s, loss=3.54, v_num=0]
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    Epoch 3:  18%|█▊        | 6041/33666 [03:43<17:02, 27.02it/s, loss=3.51, v_num=0]
    Epoch 3:  18%|█▊        | 6041/33666 [03:43<17:02, 27.02it/s, loss=3.48, v_num=0]
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    Epoch 3:  18%|█▊        | 6042/33666 [03:43<17:02, 27.02it/s, loss=3.53, v_num=0]
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    Epoch 3:  18%|█▊        | 6044/33666 [03:43<17:02, 27.02it/s, loss=3.47, v_num=0]
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    Epoch 3:  18%|█▊        | 6045/33666 [03:43<17:02, 27.02it/s, loss=3.5, v_num=0] 
    Epoch 3:  18%|█▊        | 6046/33666 [03:43<17:02, 27.02it/s, loss=3.5, v_num=0]
    Epoch 3:  18%|█▊        | 6046/33666 [03:43<17:02, 27.02it/s, loss=3.47, v_num=0]
    Epoch 3:  18%|█▊        | 6047/33666 [03:43<17:01, 27.02it/s, loss=3.47, v_num=0]
    Epoch 3:  18%|█▊        | 6047/33666 [03:43<17:02, 27.02it/s, loss=3.4, v_num=0] 
    Epoch 3:  18%|█▊        | 6048/33666 [03:43<17:01, 27.02it/s, loss=3.4, v_num=0]
    Epoch 3:  18%|█▊        | 6048/33666 [03:43<17:01, 27.02it/s, loss=3.36, v_num=0]
    Epoch 3:  18%|█▊        | 6049/33666 [03:43<17:01, 27.03it/s, loss=3.36, v_num=0]
    Epoch 3:  18%|█▊        | 6049/33666 [03:43<17:01, 27.03it/s, loss=3.41, v_num=0]
    Epoch 3:  18%|█▊        | 6050/33666 [03:43<17:01, 27.03it/s, loss=3.41, v_num=0]
    Epoch 3:  18%|█▊        | 6050/33666 [03:43<17:01, 27.03it/s, loss=3.49, v_num=0]
    Epoch 3:  18%|█▊        | 6051/33666 [03:43<17:01, 27.03it/s, loss=3.49, v_num=0]
    Epoch 3:  18%|█▊        | 6051/33666 [03:43<17:01, 27.03it/s, loss=3.54, v_num=0]
    Epoch 3:  18%|█▊        | 6052/33666 [03:43<17:01, 27.03it/s, loss=3.54, v_num=0]
    Epoch 3:  18%|█▊        | 6052/33666 [03:43<17:01, 27.03it/s, loss=3.56, v_num=0]
    Epoch 3:  18%|█▊        | 6053/33666 [03:43<17:01, 27.03it/s, loss=3.56, v_num=0]
    Epoch 3:  18%|█▊        | 6053/33666 [03:43<17:01, 27.03it/s, loss=3.58, v_num=0]
    Epoch 3:  18%|█▊        | 6054/33666 [03:44<17:01, 27.03it/s, loss=3.58, v_num=0]
    Epoch 3:  18%|█▊        | 6054/33666 [03:44<17:01, 27.03it/s, loss=3.5, v_num=0] 
    Epoch 3:  18%|█▊        | 6055/33666 [03:44<17:01, 27.03it/s, loss=3.5, v_num=0]
    Epoch 3:  18%|█▊        | 6055/33666 [03:44<17:01, 27.03it/s, loss=3.53, v_num=0]
    Epoch 3:  18%|█▊        | 6056/33666 [03:44<17:01, 27.03it/s, loss=3.53, v_num=0]
    Epoch 3:  18%|█▊        | 6056/33666 [03:44<17:01, 27.03it/s, loss=3.42, v_num=0]
    Epoch 3:  18%|█▊        | 6057/33666 [03:44<17:01, 27.03it/s, loss=3.42, v_num=0]
    Epoch 3:  18%|█▊        | 6057/33666 [03:44<17:01, 27.03it/s, loss=3.39, v_num=0]
    Epoch 3:  18%|█▊        | 6058/33666 [03:44<17:01, 27.03it/s, loss=3.39, v_num=0]
    Epoch 3:  18%|█▊        | 6058/33666 [03:44<17:01, 27.03it/s, loss=3.43, v_num=0]
    Epoch 3:  18%|█▊        | 6059/33666 [03:44<17:01, 27.03it/s, loss=3.43, v_num=0]
    Epoch 3:  18%|█▊        | 6059/33666 [03:44<17:01, 27.03it/s, loss=3.5, v_num=0] 
    Epoch 3:  18%|█▊        | 6060/33666 [03:44<17:01, 27.03it/s, loss=3.5, v_num=0]
    Epoch 3:  18%|█▊        | 6060/33666 [03:44<17:01, 27.03it/s, loss=3.55, v_num=0]
    Epoch 3:  18%|█▊        | 6061/33666 [03:44<17:01, 27.03it/s, loss=3.55, v_num=0]
    Epoch 3:  18%|█▊        | 6061/33666 [03:44<17:01, 27.03it/s, loss=3.57, v_num=0]
    Epoch 3:  18%|█▊        | 6062/33666 [03:44<17:01, 27.03it/s, loss=3.57, v_num=0]
    Epoch 3:  18%|█▊        | 6062/33666 [03:44<17:01, 27.03it/s, loss=3.55, v_num=0]
    Epoch 3:  18%|█▊        | 6063/33666 [03:44<17:01, 27.03it/s, loss=3.55, v_num=0]
    Epoch 3:  18%|█▊        | 6063/33666 [03:44<17:01, 27.03it/s, loss=3.56, v_num=0]
    Epoch 3:  18%|█▊        | 6064/33666 [03:44<17:01, 27.03it/s, loss=3.56, v_num=0]
    Epoch 3:  18%|█▊        | 6064/33666 [03:44<17:01, 27.03it/s, loss=3.69, v_num=0]
    Epoch 3:  18%|█▊        | 6065/33666 [03:44<17:01, 27.03it/s, loss=3.69, v_num=0]
    Epoch 3:  18%|█▊        | 6065/33666 [03:44<17:01, 27.03it/s, loss=3.63, v_num=0]
    Epoch 3:  18%|█▊        | 6066/33666 [03:44<17:01, 27.03it/s, loss=3.63, v_num=0]
    Epoch 3:  18%|█▊        | 6066/33666 [03:44<17:01, 27.03it/s, loss=3.72, v_num=0]
    Epoch 3:  18%|█▊        | 6067/33666 [03:44<17:00, 27.03it/s, loss=3.72, v_num=0]
    Epoch 3:  18%|█▊        | 6067/33666 [03:44<17:00, 27.03it/s, loss=3.83, v_num=0]
    Epoch 3:  18%|█▊        | 6068/33666 [03:44<17:00, 27.03it/s, loss=3.83, v_num=0]
    Epoch 3:  18%|█▊        | 6068/33666 [03:44<17:00, 27.03it/s, loss=3.87, v_num=0]
    Epoch 3:  18%|█▊        | 6069/33666 [03:44<17:00, 27.03it/s, loss=3.87, v_num=0]
    Epoch 3:  18%|█▊        | 6069/33666 [03:44<17:00, 27.03it/s, loss=3.9, v_num=0] 
    Epoch 3:  18%|█▊        | 6070/33666 [03:44<17:00, 27.03it/s, loss=3.9, v_num=0]
    Epoch 3:  18%|█▊        | 6070/33666 [03:44<17:00, 27.03it/s, loss=3.82, v_num=0]
    Epoch 3:  18%|█▊        | 6071/33666 [03:44<17:00, 27.04it/s, loss=3.82, v_num=0]
    Epoch 3:  18%|█▊        | 6071/33666 [03:44<17:00, 27.04it/s, loss=3.78, v_num=0]
    Epoch 3:  18%|█▊        | 6072/33666 [03:44<17:00, 27.04it/s, loss=3.78, v_num=0]
    Epoch 3:  18%|█▊        | 6072/33666 [03:44<17:00, 27.04it/s, loss=3.72, v_num=0]
    Epoch 3:  18%|█▊        | 6073/33666 [03:44<17:00, 27.04it/s, loss=3.72, v_num=0]
    Epoch 3:  18%|█▊        | 6073/33666 [03:44<17:00, 27.04it/s, loss=3.68, v_num=0]
    Epoch 3:  18%|█▊        | 6074/33666 [03:44<17:00, 27.04it/s, loss=3.68, v_num=0]
    Epoch 3:  18%|█▊        | 6074/33666 [03:44<17:00, 27.04it/s, loss=3.66, v_num=0]
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    Epoch 3:  18%|█▊        | 6076/33666 [03:44<17:00, 27.04it/s, loss=3.55, v_num=0]
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    Epoch 3:  18%|█▊        | 6078/33666 [03:44<17:00, 27.04it/s, loss=3.63, v_num=0]
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    Epoch 3:  18%|█▊        | 6088/33666 [03:45<16:59, 27.04it/s, loss=3.5, v_num=0]
    Epoch 3:  18%|█▊        | 6088/33666 [03:45<16:59, 27.04it/s, loss=3.47, v_num=0]
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    Epoch 3:  18%|█▊        | 6096/33666 [03:45<16:59, 27.04it/s, loss=3.78, v_num=0]
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    Epoch 3:  18%|█▊        | 6103/33666 [03:45<16:59, 27.04it/s, loss=3.58, v_num=0]
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    Epoch 3:  18%|█▊        | 6104/33666 [03:45<16:59, 27.04it/s, loss=3.58, v_num=0]
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    Epoch 3:  18%|█▊        | 6110/33666 [03:45<16:58, 27.05it/s, loss=3.68, v_num=0]
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    Epoch 3:  18%|█▊        | 6114/33666 [03:46<16:58, 27.05it/s, loss=3.47, v_num=0]
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    Epoch 3:  18%|█▊        | 6116/33666 [03:46<16:58, 27.05it/s, loss=3.49, v_num=0]
    Epoch 3:  18%|█▊        | 6116/33666 [03:46<16:58, 27.05it/s, loss=3.47, v_num=0]
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    Epoch 3:  18%|█▊        | 6117/33666 [03:46<16:58, 27.05it/s, loss=3.45, v_num=0]
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    Epoch 3:  18%|█▊        | 6119/33666 [03:46<16:58, 27.05it/s, loss=3.4, v_num=0]
    Epoch 3:  18%|█▊        | 6119/33666 [03:46<16:58, 27.05it/s, loss=3.36, v_num=0]
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    Epoch 3:  18%|█▊        | 6120/33666 [03:46<16:58, 27.05it/s, loss=3.37, v_num=0]
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    Epoch 3:  18%|█▊        | 6126/33666 [03:46<16:58, 27.05it/s, loss=3.36, v_num=0]
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    Epoch 3:  18%|█▊        | 6127/33666 [03:46<16:58, 27.05it/s, loss=3.39, v_num=0]
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    Epoch 3:  18%|█▊        | 6128/33666 [03:46<16:58, 27.05it/s, loss=3.36, v_num=0]
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    Epoch 3:  18%|█▊        | 6129/33666 [03:46<16:58, 27.05it/s, loss=3.45, v_num=0]
    Epoch 3:  18%|█▊        | 6130/33666 [03:46<16:58, 27.05it/s, loss=3.45, v_num=0]
    Epoch 3:  18%|█▊        | 6130/33666 [03:46<16:58, 27.05it/s, loss=3.4, v_num=0] 
    Epoch 3:  18%|█▊        | 6131/33666 [03:46<16:58, 27.05it/s, loss=3.4, v_num=0]
    Epoch 3:  18%|█▊        | 6131/33666 [03:46<16:58, 27.05it/s, loss=3.34, v_num=0]
    Epoch 3:  18%|█▊        | 6132/33666 [03:46<16:57, 27.05it/s, loss=3.34, v_num=0]
    Epoch 3:  18%|█▊        | 6132/33666 [03:46<16:57, 27.05it/s, loss=3.36, v_num=0]
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    Epoch 3:  18%|█▊        | 6133/33666 [03:46<16:57, 27.05it/s, loss=3.41, v_num=0]
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    Epoch 3:  18%|█▊        | 6134/33666 [03:46<16:57, 27.05it/s, loss=3.34, v_num=0]
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    Epoch 3:  18%|█▊        | 6136/33666 [03:46<16:57, 27.05it/s, loss=3.22, v_num=0]
    Epoch 3:  18%|█▊        | 6137/33666 [03:46<16:57, 27.05it/s, loss=3.22, v_num=0]
    Epoch 3:  18%|█▊        | 6137/33666 [03:46<16:57, 27.05it/s, loss=3.25, v_num=0]
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    Epoch 3:  18%|█▊        | 6138/33666 [03:46<16:57, 27.05it/s, loss=3.37, v_num=0]
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    Epoch 3:  18%|█▊        | 6139/33666 [03:46<16:57, 27.05it/s, loss=3.41, v_num=0]
    Epoch 3:  18%|█▊        | 6140/33666 [03:47<16:57, 27.05it/s, loss=3.41, v_num=0]
    Epoch 3:  18%|█▊        | 6140/33666 [03:47<16:57, 27.05it/s, loss=3.4, v_num=0] 
    Epoch 3:  18%|█▊        | 6141/33666 [03:47<16:57, 27.05it/s, loss=3.4, v_num=0]
    Epoch 3:  18%|█▊        | 6141/33666 [03:47<16:57, 27.05it/s, loss=3.3, v_num=0]
    Epoch 3:  18%|█▊        | 6142/33666 [03:47<16:57, 27.05it/s, loss=3.3, v_num=0]
    Epoch 3:  18%|█▊        | 6142/33666 [03:47<16:57, 27.05it/s, loss=3.24, v_num=0]
    Epoch 3:  18%|█▊        | 6143/33666 [03:47<16:57, 27.05it/s, loss=3.24, v_num=0]
    Epoch 3:  18%|█▊        | 6143/33666 [03:47<16:57, 27.05it/s, loss=3.17, v_num=0]
    Epoch 3:  18%|█▊        | 6144/33666 [03:47<16:57, 27.05it/s, loss=3.17, v_num=0]
    Epoch 3:  18%|█▊        | 6144/33666 [03:47<16:57, 27.05it/s, loss=3.31, v_num=0]
    Epoch 3:  18%|█▊        | 6145/33666 [03:47<16:57, 27.05it/s, loss=3.31, v_num=0]
    Epoch 3:  18%|█▊        | 6145/33666 [03:47<16:57, 27.05it/s, loss=3.31, v_num=0]
    Epoch 3:  18%|█▊        | 6146/33666 [03:47<16:57, 27.05it/s, loss=3.31, v_num=0]
    Epoch 3:  18%|█▊        | 6146/33666 [03:47<16:57, 27.05it/s, loss=3.32, v_num=0]
    Epoch 3:  18%|█▊        | 6147/33666 [03:47<16:57, 27.05it/s, loss=3.32, v_num=0]
    Epoch 3:  18%|█▊        | 6147/33666 [03:47<16:57, 27.05it/s, loss=3.2, v_num=0] 
    Epoch 3:  18%|█▊        | 6148/33666 [03:47<16:57, 27.05it/s, loss=3.2, v_num=0]
    Epoch 3:  18%|█▊        | 6148/33666 [03:47<16:57, 27.05it/s, loss=3.16, v_num=0]
    Epoch 3:  18%|█▊        | 6149/33666 [03:47<16:57, 27.05it/s, loss=3.16, v_num=0]
    Epoch 3:  18%|█▊        | 6149/33666 [03:47<16:57, 27.05it/s, loss=3.13, v_num=0]
    Epoch 3:  18%|█▊        | 6150/33666 [03:47<16:57, 27.05it/s, loss=3.13, v_num=0]
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    Epoch 3:  18%|█▊        | 6151/33666 [03:47<16:57, 27.05it/s, loss=3.2, v_num=0] 
    Epoch 3:  18%|█▊        | 6152/33666 [03:47<16:57, 27.05it/s, loss=3.2, v_num=0]
    Epoch 3:  18%|█▊        | 6152/33666 [03:47<16:57, 27.05it/s, loss=3.2, v_num=0]
    Epoch 3:  18%|█▊        | 6153/33666 [03:47<16:57, 27.05it/s, loss=3.2, v_num=0]
    Epoch 3:  18%|█▊        | 6153/33666 [03:47<16:57, 27.05it/s, loss=3.17, v_num=0]
    Epoch 3:  18%|█▊        | 6154/33666 [03:47<16:57, 27.05it/s, loss=3.17, v_num=0]
    Epoch 3:  18%|█▊        | 6154/33666 [03:47<16:57, 27.05it/s, loss=3.24, v_num=0]
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    Epoch 3:  18%|█▊        | 6155/33666 [03:47<16:57, 27.05it/s, loss=3.26, v_num=0]
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    Epoch 3:  18%|█▊        | 6157/33666 [03:47<16:56, 27.05it/s, loss=3.26, v_num=0]
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    Epoch 3:  18%|█▊        | 6214/33666 [03:49<16:54, 27.05it/s, loss=3.47, v_num=0]
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    Epoch 3:  19%|█▉        | 6472/33666 [03:59<16:44, 27.06it/s, loss=3.3, v_num=0] 
    Epoch 3:  19%|█▉        | 6473/33666 [03:59<16:44, 27.06it/s, loss=3.3, v_num=0]
    Epoch 3:  19%|█▉        | 6473/33666 [03:59<16:44, 27.06it/s, loss=3.3, v_num=0]
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    Epoch 3:  32%|███▏      | 10687/33666 [06:33<14:05, 27.19it/s, loss=2.9, v_num=0]
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    Epoch 3:  32%|███▏      | 10702/33666 [06:33<14:04, 27.19it/s, loss=3.6, v_num=0]
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    Epoch 3:  32%|███▏      | 10788/33666 [06:36<14:01, 27.18it/s, loss=3.1, v_num=0]
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    Epoch 3:  32%|███▏      | 10863/33666 [06:39<13:59, 27.18it/s, loss=3.31, v_num=0]
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    Epoch 3:  32%|███▏      | 10868/33666 [06:39<13:58, 27.18it/s, loss=3.35, v_num=0]
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    Epoch 3:  32%|███▏      | 10869/33666 [06:39<13:58, 27.18it/s, loss=3.3, v_num=0] 
    Epoch 3:  32%|███▏      | 10870/33666 [06:39<13:58, 27.18it/s, loss=3.3, v_num=0]
    Epoch 3:  32%|███▏      | 10870/33666 [06:39<13:58, 27.18it/s, loss=3.3, v_num=0]
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    Epoch 3:  52%|█████▏    | 17420/33666 [10:42<09:58, 27.12it/s, loss=3.35, v_num=0]
    Epoch 3:  52%|█████▏    | 17420/33666 [10:42<09:58, 27.12it/s, loss=3.38, v_num=0]
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    Epoch 3:  53%|█████▎    | 17928/33666 [11:00<09:40, 27.12it/s, loss=3.45, v_num=0]
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    Epoch 3:  53%|█████▎    | 17935/33666 [11:01<09:39, 27.12it/s, loss=3.29, v_num=0]
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    Epoch 3:  53%|█████▎    | 17936/33666 [11:01<09:39, 27.12it/s, loss=3.34, v_num=0]
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    Epoch 3:  53%|█████▎    | 17937/33666 [11:01<09:39, 27.12it/s, loss=3.37, v_num=0]
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    Epoch 3:  53%|█████▎    | 17938/33666 [11:01<09:39, 27.12it/s, loss=3.43, v_num=0]
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    Epoch 3:  53%|█████▎    | 17945/33666 [11:01<09:39, 27.12it/s, loss=3.28, v_num=0]
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    Epoch 3:  53%|█████▎    | 17946/33666 [11:01<09:39, 27.12it/s, loss=3.21, v_num=0]
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    Epoch 3:  53%|█████▎    | 17947/33666 [11:01<09:39, 27.12it/s, loss=3.29, v_num=0]
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    Epoch 3:  53%|█████▎    | 17949/33666 [11:01<09:39, 27.12it/s, loss=3.4, v_num=0]
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    Epoch 3:  53%|█████▎    | 17964/33666 [11:02<09:38, 27.13it/s, loss=3.49, v_num=0]
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    Epoch 3:  53%|█████▎    | 17967/33666 [11:02<09:38, 27.13it/s, loss=3.34, v_num=0]
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    Epoch 3:  53%|█████▎    | 17969/33666 [11:02<09:38, 27.13it/s, loss=3.3, v_num=0] 
    Epoch 3:  53%|█████▎    | 17970/33666 [11:02<09:38, 27.13it/s, loss=3.3, v_num=0]
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    Epoch 3:  53%|█████▎    | 17972/33666 [11:02<09:38, 27.13it/s, loss=3.3, v_num=0] 
    Epoch 3:  53%|█████▎    | 17973/33666 [11:02<09:38, 27.13it/s, loss=3.3, v_num=0]
    Epoch 3:  53%|█████▎    | 17973/33666 [11:02<09:38, 27.13it/s, loss=3.34, v_num=0]
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    Epoch 3:  55%|█████▌    | 18612/33666 [11:26<09:15, 27.11it/s, loss=3.7, v_num=0]
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    Epoch 3:  56%|█████▌    | 18740/33666 [11:31<09:10, 27.11it/s, loss=3.15, v_num=0]
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    Epoch 3:  56%|█████▌    | 18742/33666 [11:31<09:10, 27.11it/s, loss=3.1, v_num=0]
    Epoch 3:  56%|█████▌    | 18742/33666 [11:31<09:10, 27.11it/s, loss=3.23, v_num=0]
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    Epoch 3:  56%|█████▌    | 18743/33666 [11:31<09:10, 27.11it/s, loss=3.29, v_num=0]
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    Epoch 3:  56%|█████▌    | 18745/33666 [11:31<09:10, 27.11it/s, loss=3.29, v_num=0]
    Epoch 3:  56%|█████▌    | 18745/33666 [11:31<09:10, 27.11it/s, loss=3.38, v_num=0]
    Epoch 3:  56%|█████▌    | 18746/33666 [11:31<09:10, 27.11it/s, loss=3.38, v_num=0]
    Epoch 3:  56%|█████▌    | 18746/33666 [11:31<09:10, 27.11it/s, loss=3.38, v_num=0]
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    Epoch 3:  56%|█████▌    | 18747/33666 [11:31<09:10, 27.11it/s, loss=3.33, v_num=0]
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    Epoch 3:  56%|█████▌    | 18748/33666 [11:31<09:10, 27.11it/s, loss=3.28, v_num=0]
    Epoch 3:  56%|█████▌    | 18749/33666 [11:31<09:10, 27.11it/s, loss=3.28, v_num=0]
    Epoch 3:  56%|█████▌    | 18749/33666 [11:31<09:10, 27.11it/s, loss=3.38, v_num=0]
    Epoch 3:  56%|█████▌    | 18750/33666 [11:31<09:10, 27.11it/s, loss=3.38, v_num=0]
    Epoch 3:  56%|█████▌    | 18750/33666 [11:31<09:10, 27.11it/s, loss=3.39, v_num=0]
    Epoch 3:  56%|█████▌    | 18751/33666 [11:31<09:10, 27.11it/s, loss=3.39, v_num=0]
    Epoch 3:  56%|█████▌    | 18751/33666 [11:31<09:10, 27.11it/s, loss=3.39, v_num=0]
    Epoch 3:  56%|█████▌    | 18752/33666 [11:31<09:10, 27.11it/s, loss=3.39, v_num=0]
    Epoch 3:  56%|█████▌    | 18752/33666 [11:31<09:10, 27.11it/s, loss=3.34, v_num=0]
    Epoch 3:  56%|█████▌    | 18753/33666 [11:31<09:10, 27.11it/s, loss=3.34, v_num=0]
    Epoch 3:  56%|█████▌    | 18753/33666 [11:31<09:10, 27.11it/s, loss=3.27, v_num=0]
    Epoch 3:  56%|█████▌    | 18754/33666 [11:31<09:10, 27.11it/s, loss=3.27, v_num=0]
    Epoch 3:  56%|█████▌    | 18754/33666 [11:31<09:10, 27.11it/s, loss=3.28, v_num=0]
    Epoch 3:  56%|█████▌    | 18755/33666 [11:31<09:10, 27.11it/s, loss=3.28, v_num=0]
    Epoch 3:  56%|█████▌    | 18755/33666 [11:31<09:10, 27.11it/s, loss=3.13, v_num=0]
    Epoch 3:  56%|█████▌    | 18756/33666 [11:31<09:10, 27.11it/s, loss=3.13, v_num=0]
    Epoch 3:  56%|█████▌    | 18756/33666 [11:31<09:10, 27.11it/s, loss=3.26, v_num=0]
    Epoch 3:  56%|█████▌    | 18757/33666 [11:31<09:10, 27.11it/s, loss=3.26, v_num=0]
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    Epoch 3:  56%|█████▌    | 18758/33666 [11:32<09:09, 27.11it/s, loss=3.42, v_num=0]
    Epoch 3:  56%|█████▌    | 18759/33666 [11:32<09:09, 27.11it/s, loss=3.42, v_num=0]
    Epoch 3:  56%|█████▌    | 18759/33666 [11:32<09:09, 27.11it/s, loss=3.39, v_num=0]
    Epoch 3:  56%|█████▌    | 18760/33666 [11:32<09:09, 27.11it/s, loss=3.39, v_num=0]
    Epoch 3:  56%|█████▌    | 18760/33666 [11:32<09:09, 27.11it/s, loss=3.42, v_num=0]
    Epoch 3:  56%|█████▌    | 18761/33666 [11:32<09:09, 27.11it/s, loss=3.42, v_num=0]
    Epoch 3:  56%|█████▌    | 18761/33666 [11:32<09:09, 27.11it/s, loss=3.4, v_num=0] 
    Epoch 3:  56%|█████▌    | 18762/33666 [11:32<09:09, 27.11it/s, loss=3.4, v_num=0]
    Epoch 3:  56%|█████▌    | 18762/33666 [11:32<09:09, 27.11it/s, loss=3.38, v_num=0]
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    Epoch 3:  56%|█████▌    | 18763/33666 [11:32<09:09, 27.11it/s, loss=3.29, v_num=0]
    Epoch 3:  56%|█████▌    | 18764/33666 [11:32<09:09, 27.11it/s, loss=3.29, v_num=0]
    Epoch 3:  56%|█████▌    | 18764/33666 [11:32<09:09, 27.11it/s, loss=3.26, v_num=0]
    Epoch 3:  56%|█████▌    | 18765/33666 [11:32<09:09, 27.11it/s, loss=3.26, v_num=0]
    Epoch 3:  56%|█████▌    | 18765/33666 [11:32<09:09, 27.11it/s, loss=3.25, v_num=0]
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    Epoch 3:  56%|█████▌    | 18767/33666 [11:32<09:09, 27.11it/s, loss=3.2, v_num=0]
    Epoch 3:  56%|█████▌    | 18767/33666 [11:32<09:09, 27.11it/s, loss=3.22, v_num=0]
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    Epoch 3:  56%|█████▌    | 18769/33666 [11:32<09:09, 27.11it/s, loss=3.36, v_num=0]
    Epoch 3:  56%|█████▌    | 18769/33666 [11:32<09:09, 27.11it/s, loss=3.36, v_num=0]
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    Epoch 3:  56%|█████▌    | 18770/33666 [11:32<09:09, 27.11it/s, loss=3.34, v_num=0]
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    Epoch 3:  56%|█████▌    | 18776/33666 [11:32<09:09, 27.11it/s, loss=3.61, v_num=0]
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    Epoch 3:  56%|█████▌    | 18908/33666 [11:37<09:04, 27.10it/s, loss=3.1, v_num=0] 
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    Epoch 3:  56%|█████▌    | 18912/33666 [11:37<09:04, 27.10it/s, loss=3.03, v_num=0]
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    Epoch 3:  56%|█████▌    | 18919/33666 [11:38<09:04, 27.10it/s, loss=2.98, v_num=0]
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    Epoch 3:  56%|█████▌    | 18924/33666 [11:38<09:04, 27.10it/s, loss=2.97, v_num=0]
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    Epoch 3:  57%|█████▋    | 19067/33666 [11:43<08:58, 27.09it/s, loss=3.1, v_num=0]
    Epoch 3:  57%|█████▋    | 19067/33666 [11:43<08:58, 27.09it/s, loss=3.17, v_num=0]
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    Epoch 3:  57%|█████▋    | 19069/33666 [11:43<08:58, 27.09it/s, loss=3.19, v_num=0]
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    Epoch 3:  57%|█████▋    | 19071/33666 [11:43<08:58, 27.09it/s, loss=3.21, v_num=0]
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    Epoch 3:  57%|█████▋    | 19072/33666 [11:44<08:58, 27.09it/s, loss=3.29, v_num=0]
    Epoch 3:  57%|█████▋    | 19072/33666 [11:44<08:58, 27.09it/s, loss=3.21, v_num=0]
    Epoch 3:  57%|█████▋    | 19073/33666 [11:44<08:58, 27.09it/s, loss=3.21, v_num=0]
    Epoch 3:  57%|█████▋    | 19073/33666 [11:44<08:58, 27.09it/s, loss=3.14, v_num=0]
    Epoch 3:  57%|█████▋    | 19074/33666 [11:44<08:58, 27.09it/s, loss=3.14, v_num=0]
    Epoch 3:  57%|█████▋    | 19074/33666 [11:44<08:58, 27.09it/s, loss=3.31, v_num=0]
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    Epoch 3:  57%|█████▋    | 19075/33666 [11:44<08:58, 27.09it/s, loss=3.39, v_num=0]
    Epoch 3:  57%|█████▋    | 19076/33666 [11:44<08:58, 27.09it/s, loss=3.39, v_num=0]
    Epoch 3:  57%|█████▋    | 19076/33666 [11:44<08:58, 27.09it/s, loss=3.32, v_num=0]
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    Epoch 3:  57%|█████▋    | 19077/33666 [11:44<08:58, 27.09it/s, loss=3.35, v_num=0]
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    Epoch 3:  57%|█████▋    | 19079/33666 [11:44<08:58, 27.09it/s, loss=3.35, v_num=0]
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    Epoch 3:  57%|█████▋    | 19080/33666 [11:44<08:58, 27.09it/s, loss=3.36, v_num=0]
    Epoch 3:  57%|█████▋    | 19081/33666 [11:44<08:58, 27.09it/s, loss=3.36, v_num=0]
    Epoch 3:  57%|█████▋    | 19081/33666 [11:44<08:58, 27.09it/s, loss=3.42, v_num=0]
    Epoch 3:  57%|█████▋    | 19082/33666 [11:44<08:58, 27.09it/s, loss=3.42, v_num=0]
    Epoch 3:  57%|█████▋    | 19082/33666 [11:44<08:58, 27.09it/s, loss=3.44, v_num=0]
    Epoch 3:  57%|█████▋    | 19083/33666 [11:44<08:58, 27.09it/s, loss=3.44, v_num=0]
    Epoch 3:  57%|█████▋    | 19083/33666 [11:44<08:58, 27.09it/s, loss=3.38, v_num=0]
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    Epoch 3:  57%|█████▋    | 19085/33666 [11:44<08:58, 27.09it/s, loss=3.36, v_num=0]
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    Epoch 3:  57%|█████▋    | 19088/33666 [11:44<08:58, 27.09it/s, loss=3.31, v_num=0]
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    Epoch 3:  57%|█████▋    | 19090/33666 [11:44<08:58, 27.09it/s, loss=3.32, v_num=0]
    Epoch 3:  57%|█████▋    | 19091/33666 [11:44<08:58, 27.09it/s, loss=3.32, v_num=0]
    Epoch 3:  57%|█████▋    | 19091/33666 [11:44<08:58, 27.09it/s, loss=3.3, v_num=0] 
    Epoch 3:  57%|█████▋    | 19092/33666 [11:44<08:57, 27.09it/s, loss=3.3, v_num=0]
    Epoch 3:  57%|█████▋    | 19092/33666 [11:44<08:57, 27.09it/s, loss=3.24, v_num=0]
    Epoch 3:  57%|█████▋    | 19093/33666 [11:44<08:57, 27.09it/s, loss=3.24, v_num=0]
    Epoch 3:  57%|█████▋    | 19093/33666 [11:44<08:57, 27.09it/s, loss=3.23, v_num=0]
    Epoch 3:  57%|█████▋    | 19094/33666 [11:44<08:57, 27.09it/s, loss=3.23, v_num=0]
    Epoch 3:  57%|█████▋    | 19094/33666 [11:44<08:57, 27.09it/s, loss=3.15, v_num=0]
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    Epoch 3:  58%|█████▊    | 19392/33666 [11:56<08:47, 27.08it/s, loss=3.25, v_num=0]
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    Epoch 3:  58%|█████▊    | 19394/33666 [11:56<08:46, 27.08it/s, loss=3.3, v_num=0]
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    Epoch 3:  58%|█████▊    | 19414/33666 [11:56<08:46, 27.08it/s, loss=3.26, v_num=0]
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    Epoch 3:  58%|█████▊    | 19415/33666 [11:56<08:46, 27.08it/s, loss=3.28, v_num=0]
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    Epoch 3:  58%|█████▊    | 19418/33666 [11:57<08:46, 27.08it/s, loss=3.3, v_num=0]
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    Epoch 3:  58%|█████▊    | 19420/33666 [11:57<08:46, 27.08it/s, loss=3.5, v_num=0]
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    Epoch 3:  58%|█████▊    | 19421/33666 [11:57<08:46, 27.08it/s, loss=3.61, v_num=0]
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    Epoch 3:  58%|█████▊    | 19424/33666 [11:57<08:45, 27.08it/s, loss=3.43, v_num=0]
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    Epoch 3:  58%|█████▊    | 19426/33666 [11:57<08:45, 27.08it/s, loss=3.25, v_num=0]
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    Epoch 3:  58%|█████▊    | 19427/33666 [11:57<08:45, 27.08it/s, loss=3.31, v_num=0]
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    Epoch 3:  58%|█████▊    | 19428/33666 [11:57<08:45, 27.08it/s, loss=3.19, v_num=0]
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    Epoch 3:  58%|█████▊    | 19429/33666 [11:57<08:45, 27.08it/s, loss=3.19, v_num=0]
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    Epoch 3:  58%|█████▊    | 19430/33666 [11:57<08:45, 27.08it/s, loss=3.14, v_num=0]
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    Epoch 3:  58%|█████▊    | 19431/33666 [11:57<08:45, 27.08it/s, loss=3.09, v_num=0]
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    Epoch 3:  58%|█████▊    | 19432/33666 [11:57<08:45, 27.08it/s, loss=3.27, v_num=0]
    Epoch 3:  58%|█████▊    | 19433/33666 [11:57<08:45, 27.08it/s, loss=3.27, v_num=0]
    Epoch 3:  58%|█████▊    | 19433/33666 [11:57<08:45, 27.08it/s, loss=3.25, v_num=0]
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    Epoch 3:  58%|█████▊    | 19434/33666 [11:57<08:45, 27.08it/s, loss=3.2, v_num=0] 
    Epoch 3:  58%|█████▊    | 19435/33666 [11:57<08:45, 27.08it/s, loss=3.2, v_num=0]
    Epoch 3:  58%|█████▊    | 19435/33666 [11:57<08:45, 27.08it/s, loss=3.13, v_num=0]
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    Epoch 3:  58%|█████▊    | 19436/33666 [11:57<08:45, 27.08it/s, loss=3.15, v_num=0]
    Epoch 3:  58%|█████▊    | 19437/33666 [11:57<08:45, 27.08it/s, loss=3.15, v_num=0]
    Epoch 3:  58%|█████▊    | 19437/33666 [11:57<08:45, 27.08it/s, loss=3.13, v_num=0]
    Epoch 3:  58%|█████▊    | 19438/33666 [11:57<08:45, 27.08it/s, loss=3.13, v_num=0]
    Epoch 3:  58%|█████▊    | 19438/33666 [11:57<08:45, 27.08it/s, loss=3.06, v_num=0]
    Epoch 3:  58%|█████▊    | 19439/33666 [11:57<08:45, 27.08it/s, loss=3.06, v_num=0]
    Epoch 3:  58%|█████▊    | 19439/33666 [11:57<08:45, 27.08it/s, loss=3.03, v_num=0]
    Epoch 3:  58%|█████▊    | 19440/33666 [11:57<08:45, 27.08it/s, loss=3.03, v_num=0]
    Epoch 3:  58%|█████▊    | 19440/33666 [11:57<08:45, 27.08it/s, loss=3.01, v_num=0]
    Epoch 3:  58%|█████▊    | 19441/33666 [11:57<08:45, 27.08it/s, loss=3.01, v_num=0]
    Epoch 3:  58%|█████▊    | 19441/33666 [11:57<08:45, 27.08it/s, loss=2.92, v_num=0]
    Epoch 3:  58%|█████▊    | 19442/33666 [11:58<08:45, 27.08it/s, loss=2.92, v_num=0]
    Epoch 3:  58%|█████▊    | 19442/33666 [11:58<08:45, 27.08it/s, loss=3.01, v_num=0]
    Epoch 3:  58%|█████▊    | 19443/33666 [11:58<08:45, 27.08it/s, loss=3.01, v_num=0]
    Epoch 3:  58%|█████▊    | 19443/33666 [11:58<08:45, 27.08it/s, loss=3, v_num=0]   
    Epoch 3:  58%|█████▊    | 19444/33666 [11:58<08:45, 27.08it/s, loss=3, v_num=0]
    Epoch 3:  58%|█████▊    | 19444/33666 [11:58<08:45, 27.08it/s, loss=2.96, v_num=0]
    Epoch 3:  58%|█████▊    | 19445/33666 [11:58<08:45, 27.08it/s, loss=2.96, v_num=0]
    Epoch 3:  58%|█████▊    | 19445/33666 [11:58<08:45, 27.08it/s, loss=2.89, v_num=0]
    Epoch 3:  58%|█████▊    | 19446/33666 [11:58<08:45, 27.08it/s, loss=2.89, v_num=0]
    Epoch 3:  58%|█████▊    | 19446/33666 [11:58<08:45, 27.08it/s, loss=2.95, v_num=0]
    Epoch 3:  58%|█████▊    | 19447/33666 [11:58<08:45, 27.08it/s, loss=2.95, v_num=0]
    Epoch 3:  58%|█████▊    | 19447/33666 [11:58<08:45, 27.08it/s, loss=3, v_num=0]   
    Epoch 3:  58%|█████▊    | 19448/33666 [11:58<08:45, 27.08it/s, loss=3, v_num=0]
    Epoch 3:  58%|█████▊    | 19448/33666 [11:58<08:45, 27.08it/s, loss=3, v_num=0]
    Epoch 3:  58%|█████▊    | 19449/33666 [11:58<08:45, 27.08it/s, loss=3, v_num=0]
    Epoch 3:  58%|█████▊    | 19449/33666 [11:58<08:45, 27.08it/s, loss=3.09, v_num=0]
    Epoch 3:  58%|█████▊    | 19450/33666 [11:58<08:45, 27.08it/s, loss=3.09, v_num=0]
    Epoch 3:  58%|█████▊    | 19450/33666 [11:58<08:45, 27.08it/s, loss=3.1, v_num=0] 
    Epoch 3:  58%|█████▊    | 19451/33666 [11:58<08:44, 27.08it/s, loss=3.1, v_num=0]
    Epoch 3:  58%|█████▊    | 19451/33666 [11:58<08:44, 27.08it/s, loss=3.15, v_num=0]
    Epoch 3:  58%|█████▊    | 19452/33666 [11:58<08:44, 27.08it/s, loss=3.15, v_num=0]
    Epoch 3:  58%|█████▊    | 19452/33666 [11:58<08:44, 27.08it/s, loss=3.13, v_num=0]
    Epoch 3:  58%|█████▊    | 19453/33666 [11:58<08:44, 27.08it/s, loss=3.13, v_num=0]
    Epoch 3:  58%|█████▊    | 19453/33666 [11:58<08:44, 27.08it/s, loss=3.15, v_num=0]
    Epoch 3:  58%|█████▊    | 19454/33666 [11:58<08:44, 27.08it/s, loss=3.15, v_num=0]
    Epoch 3:  58%|█████▊    | 19454/33666 [11:58<08:44, 27.08it/s, loss=3.24, v_num=0]
    Epoch 3:  58%|█████▊    | 19455/33666 [11:58<08:44, 27.08it/s, loss=3.24, v_num=0]
    Epoch 3:  58%|█████▊    | 19455/33666 [11:58<08:44, 27.08it/s, loss=3.37, v_num=0]
    Epoch 3:  58%|█████▊    | 19456/33666 [11:58<08:44, 27.08it/s, loss=3.37, v_num=0]
    Epoch 3:  58%|█████▊    | 19456/33666 [11:58<08:44, 27.08it/s, loss=3.35, v_num=0]
    Epoch 3:  58%|█████▊    | 19457/33666 [11:58<08:44, 27.08it/s, loss=3.35, v_num=0]
    Epoch 3:  58%|█████▊    | 19457/33666 [11:58<08:44, 27.08it/s, loss=3.33, v_num=0]
    Epoch 3:  58%|█████▊    | 19458/33666 [11:58<08:44, 27.08it/s, loss=3.33, v_num=0]
    Epoch 3:  58%|█████▊    | 19458/33666 [11:58<08:44, 27.08it/s, loss=3.35, v_num=0]
    Epoch 3:  58%|█████▊    | 19459/33666 [11:58<08:44, 27.08it/s, loss=3.35, v_num=0]
    Epoch 3:  58%|█████▊    | 19459/33666 [11:58<08:44, 27.08it/s, loss=3.24, v_num=0]
    Epoch 3:  58%|█████▊    | 19460/33666 [11:58<08:44, 27.08it/s, loss=3.24, v_num=0]
    Epoch 3:  58%|█████▊    | 19460/33666 [11:58<08:44, 27.08it/s, loss=3.2, v_num=0] 
    Epoch 3:  58%|█████▊    | 19461/33666 [11:58<08:44, 27.08it/s, loss=3.2, v_num=0]
    Epoch 3:  58%|█████▊    | 19461/33666 [11:58<08:44, 27.08it/s, loss=3.3, v_num=0]
    Epoch 3:  58%|█████▊    | 19462/33666 [11:58<08:44, 27.08it/s, loss=3.3, v_num=0]
    Epoch 3:  58%|█████▊    | 19462/33666 [11:58<08:44, 27.08it/s, loss=3.31, v_num=0]
    Epoch 3:  58%|█████▊    | 19463/33666 [11:58<08:44, 27.08it/s, loss=3.31, v_num=0]
    Epoch 3:  58%|█████▊    | 19463/33666 [11:58<08:44, 27.08it/s, loss=3.31, v_num=0]
    Epoch 3:  58%|█████▊    | 19464/33666 [11:58<08:44, 27.08it/s, loss=3.31, v_num=0]
    Epoch 3:  58%|█████▊    | 19464/33666 [11:58<08:44, 27.08it/s, loss=3.33, v_num=0]
    Epoch 3:  58%|█████▊    | 19465/33666 [11:58<08:44, 27.08it/s, loss=3.33, v_num=0]
    Epoch 3:  58%|█████▊    | 19465/33666 [11:58<08:44, 27.08it/s, loss=3.44, v_num=0]
    Epoch 3:  58%|█████▊    | 19466/33666 [11:58<08:44, 27.08it/s, loss=3.44, v_num=0]
    Epoch 3:  58%|█████▊    | 19466/33666 [11:58<08:44, 27.08it/s, loss=3.4, v_num=0] 
    Epoch 3:  58%|█████▊    | 19467/33666 [11:59<08:44, 27.08it/s, loss=3.4, v_num=0]
    Epoch 3:  58%|█████▊    | 19467/33666 [11:59<08:44, 27.08it/s, loss=3.26, v_num=0]
    Epoch 3:  58%|█████▊    | 19468/33666 [11:59<08:44, 27.07it/s, loss=3.26, v_num=0]
    Epoch 3:  58%|█████▊    | 19468/33666 [11:59<08:44, 27.07it/s, loss=3.28, v_num=0]
    Epoch 3:  58%|█████▊    | 19469/33666 [11:59<08:44, 27.07it/s, loss=3.28, v_num=0]
    Epoch 3:  58%|█████▊    | 19469/33666 [11:59<08:44, 27.07it/s, loss=3.27, v_num=0]
    Epoch 3:  58%|█████▊    | 19470/33666 [11:59<08:44, 27.07it/s, loss=3.27, v_num=0]
    Epoch 3:  58%|█████▊    | 19470/33666 [11:59<08:44, 27.07it/s, loss=3.28, v_num=0]
    Epoch 3:  58%|█████▊    | 19471/33666 [11:59<08:44, 27.07it/s, loss=3.28, v_num=0]
    Epoch 3:  58%|█████▊    | 19471/33666 [11:59<08:44, 27.07it/s, loss=3.24, v_num=0]
    Epoch 3:  58%|█████▊    | 19472/33666 [11:59<08:44, 27.07it/s, loss=3.24, v_num=0]
    Epoch 3:  58%|█████▊    | 19472/33666 [11:59<08:44, 27.07it/s, loss=3.2, v_num=0] 
    Epoch 3:  58%|█████▊    | 19473/33666 [11:59<08:44, 27.07it/s, loss=3.2, v_num=0]
    Epoch 3:  58%|█████▊    | 19473/33666 [11:59<08:44, 27.07it/s, loss=3.21, v_num=0]
    Epoch 3:  58%|█████▊    | 19474/33666 [11:59<08:44, 27.07it/s, loss=3.21, v_num=0]
    Epoch 3:  58%|█████▊    | 19474/33666 [11:59<08:44, 27.07it/s, loss=3.17, v_num=0]
    Epoch 3:  58%|█████▊    | 19475/33666 [11:59<08:44, 27.07it/s, loss=3.17, v_num=0]
    Epoch 3:  58%|█████▊    | 19475/33666 [11:59<08:44, 27.07it/s, loss=3.09, v_num=0]
    Epoch 3:  58%|█████▊    | 19476/33666 [11:59<08:44, 27.07it/s, loss=3.09, v_num=0]
    Epoch 3:  58%|█████▊    | 19476/33666 [11:59<08:44, 27.07it/s, loss=3, v_num=0]   
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    Epoch 3:  58%|█████▊    | 19477/33666 [11:59<08:44, 27.07it/s, loss=3.01, v_num=0]
    Epoch 3:  58%|█████▊    | 19478/33666 [11:59<08:44, 27.07it/s, loss=3.01, v_num=0]
    Epoch 3:  58%|█████▊    | 19478/33666 [11:59<08:44, 27.07it/s, loss=3.01, v_num=0]
    Epoch 3:  58%|█████▊    | 19479/33666 [11:59<08:44, 27.07it/s, loss=3.01, v_num=0]
    Epoch 3:  58%|█████▊    | 19479/33666 [11:59<08:44, 27.07it/s, loss=2.98, v_num=0]
    Epoch 3:  58%|█████▊    | 19480/33666 [11:59<08:43, 27.07it/s, loss=2.98, v_num=0]
    Epoch 3:  58%|█████▊    | 19480/33666 [11:59<08:43, 27.07it/s, loss=2.99, v_num=0]
    Epoch 3:  58%|█████▊    | 19481/33666 [11:59<08:43, 27.07it/s, loss=2.99, v_num=0]
    Epoch 3:  58%|█████▊    | 19481/33666 [11:59<08:43, 27.07it/s, loss=2.96, v_num=0]
    Epoch 3:  58%|█████▊    | 19482/33666 [11:59<08:43, 27.07it/s, loss=2.96, v_num=0]
    Epoch 3:  58%|█████▊    | 19482/33666 [11:59<08:43, 27.07it/s, loss=2.91, v_num=0]
    Epoch 3:  58%|█████▊    | 19483/33666 [11:59<08:43, 27.07it/s, loss=2.91, v_num=0]
    Epoch 3:  58%|█████▊    | 19483/33666 [11:59<08:43, 27.07it/s, loss=2.93, v_num=0]
    Epoch 3:  58%|█████▊    | 19484/33666 [11:59<08:43, 27.07it/s, loss=2.93, v_num=0]
    Epoch 3:  58%|█████▊    | 19484/33666 [11:59<08:43, 27.07it/s, loss=2.89, v_num=0]
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    Epoch 3:  58%|█████▊    | 19485/33666 [11:59<08:43, 27.07it/s, loss=2.8, v_num=0] 
    Epoch 3:  58%|█████▊    | 19486/33666 [11:59<08:43, 27.07it/s, loss=2.8, v_num=0]
    Epoch 3:  58%|█████▊    | 19486/33666 [11:59<08:43, 27.07it/s, loss=2.81, v_num=0]
    Epoch 3:  58%|█████▊    | 19487/33666 [11:59<08:43, 27.07it/s, loss=2.81, v_num=0]
    Epoch 3:  58%|█████▊    | 19487/33666 [11:59<08:43, 27.07it/s, loss=2.91, v_num=0]
    Epoch 3:  58%|█████▊    | 19488/33666 [11:59<08:43, 27.07it/s, loss=2.91, v_num=0]
    Epoch 3:  58%|█████▊    | 19488/33666 [11:59<08:43, 27.07it/s, loss=2.92, v_num=0]
    Epoch 3:  58%|█████▊    | 19489/33666 [11:59<08:43, 27.07it/s, loss=2.92, v_num=0]
    Epoch 3:  58%|█████▊    | 19489/33666 [11:59<08:43, 27.07it/s, loss=2.86, v_num=0]
    Epoch 3:  58%|█████▊    | 19490/33666 [11:59<08:43, 27.07it/s, loss=2.86, v_num=0]
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    Epoch 3:  58%|█████▊    | 19502/33666 [12:00<08:43, 27.07it/s, loss=3.15, v_num=0]
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    Epoch 3:  58%|█████▊    | 19507/33666 [12:00<08:43, 27.07it/s, loss=3.19, v_num=0]
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    Epoch 3:  58%|█████▊    | 19511/33666 [12:00<08:42, 27.07it/s, loss=3.26, v_num=0]
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    Epoch 3:  58%|█████▊    | 19526/33666 [12:01<08:42, 27.07it/s, loss=3.17, v_num=0]
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    Epoch 3:  58%|█████▊    | 19529/33666 [12:01<08:42, 27.07it/s, loss=2.93, v_num=0]
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    Epoch 3:  58%|█████▊    | 19530/33666 [12:01<08:42, 27.07it/s, loss=2.8, v_num=0] 
    Epoch 3:  58%|█████▊    | 19531/33666 [12:01<08:42, 27.07it/s, loss=2.8, v_num=0]
    Epoch 3:  58%|█████▊    | 19531/33666 [12:01<08:42, 27.07it/s, loss=2.77, v_num=0]
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    Epoch 3:  58%|█████▊    | 19534/33666 [12:01<08:42, 27.07it/s, loss=2.83, v_num=0]
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    Epoch 3:  58%|█████▊    | 19536/33666 [12:01<08:41, 27.07it/s, loss=2.69, v_num=0]
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    Epoch 3:  58%|█████▊    | 19539/33666 [12:01<08:41, 27.07it/s, loss=2.81, v_num=0]
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    Epoch 3:  58%|█████▊    | 19542/33666 [12:01<08:41, 27.07it/s, loss=2.71, v_num=0]
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    Epoch 3:  58%|█████▊    | 19543/33666 [12:01<08:41, 27.07it/s, loss=2.81, v_num=0]
    Epoch 3:  58%|█████▊    | 19544/33666 [12:01<08:41, 27.07it/s, loss=2.81, v_num=0]
    Epoch 3:  58%|█████▊    | 19544/33666 [12:01<08:41, 27.07it/s, loss=2.84, v_num=0]
    Epoch 3:  58%|█████▊    | 19545/33666 [12:02<08:41, 27.07it/s, loss=2.84, v_num=0]
    Epoch 3:  58%|█████▊    | 19545/33666 [12:02<08:41, 27.07it/s, loss=2.87, v_num=0]
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    Epoch 3:  58%|█████▊    | 19546/33666 [12:02<08:41, 27.07it/s, loss=2.93, v_num=0]
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    Epoch 3:  58%|█████▊    | 19547/33666 [12:02<08:41, 27.07it/s, loss=2.95, v_num=0]
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    Epoch 3:  58%|█████▊    | 19549/33666 [12:02<08:41, 27.07it/s, loss=3.03, v_num=0]
    Epoch 3:  58%|█████▊    | 19550/33666 [12:02<08:41, 27.07it/s, loss=3.03, v_num=0]
    Epoch 3:  58%|█████▊    | 19550/33666 [12:02<08:41, 27.07it/s, loss=3.1, v_num=0] 
    Epoch 3:  58%|█████▊    | 19551/33666 [12:02<08:41, 27.07it/s, loss=3.1, v_num=0]
    Epoch 3:  58%|█████▊    | 19551/33666 [12:02<08:41, 27.07it/s, loss=3.17, v_num=0]
    Epoch 3:  58%|█████▊    | 19552/33666 [12:02<08:41, 27.07it/s, loss=3.17, v_num=0]
    Epoch 3:  58%|█████▊    | 19552/33666 [12:02<08:41, 27.07it/s, loss=3.09, v_num=0]
    Epoch 3:  58%|█████▊    | 19553/33666 [12:02<08:41, 27.07it/s, loss=3.09, v_num=0]
    Epoch 3:  58%|█████▊    | 19553/33666 [12:02<08:41, 27.07it/s, loss=3.14, v_num=0]
    Epoch 3:  58%|█████▊    | 19554/33666 [12:02<08:41, 27.07it/s, loss=3.14, v_num=0]
    Epoch 3:  58%|█████▊    | 19554/33666 [12:02<08:41, 27.07it/s, loss=3.1, v_num=0] 
    Epoch 3:  58%|█████▊    | 19555/33666 [12:02<08:41, 27.07it/s, loss=3.1, v_num=0]
    Epoch 3:  58%|█████▊    | 19555/33666 [12:02<08:41, 27.07it/s, loss=3.11, v_num=0]
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    Epoch 3:  58%|█████▊    | 19556/33666 [12:02<08:41, 27.07it/s, loss=3.18, v_num=0]
    Epoch 3:  58%|█████▊    | 19557/33666 [12:02<08:41, 27.07it/s, loss=3.18, v_num=0]
    Epoch 3:  58%|█████▊    | 19557/33666 [12:02<08:41, 27.07it/s, loss=3.11, v_num=0]
    Epoch 3:  58%|█████▊    | 19558/33666 [12:02<08:41, 27.07it/s, loss=3.11, v_num=0]
    Epoch 3:  58%|█████▊    | 19558/33666 [12:02<08:41, 27.07it/s, loss=3.16, v_num=0]
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    Epoch 3:  58%|█████▊    | 19560/33666 [12:02<08:41, 27.07it/s, loss=3.07, v_num=0]
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    Epoch 3:  58%|█████▊    | 19561/33666 [12:02<08:41, 27.07it/s, loss=3.15, v_num=0]
    Epoch 3:  58%|█████▊    | 19562/33666 [12:02<08:41, 27.07it/s, loss=3.15, v_num=0]
    Epoch 3:  58%|█████▊    | 19562/33666 [12:02<08:41, 27.07it/s, loss=3.12, v_num=0]
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    Epoch 3:  58%|█████▊    | 19563/33666 [12:02<08:40, 27.07it/s, loss=3.11, v_num=0]
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    Epoch 3:  58%|█████▊    | 19565/33666 [12:02<08:40, 27.07it/s, loss=3.11, v_num=0]
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    Epoch 3:  58%|█████▊    | 19569/33666 [12:02<08:40, 27.07it/s, loss=3.1, v_num=0]
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    Epoch 3:  58%|█████▊    | 19572/33666 [12:03<08:40, 27.07it/s, loss=3.1, v_num=0]
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    Epoch 3:  58%|█████▊    | 19576/33666 [12:03<08:40, 27.07it/s, loss=3.12, v_num=0]
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    Epoch 3:  58%|█████▊    | 19579/33666 [12:03<08:40, 27.07it/s, loss=3.17, v_num=0]
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    Epoch 3:  58%|█████▊    | 19580/33666 [12:03<08:40, 27.07it/s, loss=3.27, v_num=0]
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    Epoch 3:  58%|█████▊    | 19581/33666 [12:03<08:40, 27.07it/s, loss=3.31, v_num=0]
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    Epoch 3:  58%|█████▊    | 19583/33666 [12:03<08:40, 27.07it/s, loss=3.3, v_num=0] 
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    Epoch 3:  58%|█████▊    | 19584/33666 [12:03<08:40, 27.07it/s, loss=3.25, v_num=0]
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    Epoch 3:  58%|█████▊    | 19585/33666 [12:03<08:40, 27.07it/s, loss=3.18, v_num=0]
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    Epoch 3:  58%|█████▊    | 19586/33666 [12:03<08:40, 27.07it/s, loss=3.19, v_num=0]
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    Epoch 3:  58%|█████▊    | 19587/33666 [12:03<08:40, 27.07it/s, loss=3.17, v_num=0]
    Epoch 3:  58%|█████▊    | 19588/33666 [12:03<08:40, 27.07it/s, loss=3.17, v_num=0]
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    Epoch 3:  58%|█████▊    | 19589/33666 [12:03<08:40, 27.07it/s, loss=3.19, v_num=0]
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    Epoch 3:  58%|█████▊    | 19590/33666 [12:03<08:39, 27.07it/s, loss=3.19, v_num=0]
    Epoch 3:  58%|█████▊    | 19591/33666 [12:03<08:39, 27.07it/s, loss=3.19, v_num=0]
    Epoch 3:  58%|█████▊    | 19591/33666 [12:03<08:39, 27.07it/s, loss=3.21, v_num=0]
    Epoch 3:  58%|█████▊    | 19592/33666 [12:03<08:39, 27.07it/s, loss=3.21, v_num=0]
    Epoch 3:  58%|█████▊    | 19592/33666 [12:03<08:39, 27.07it/s, loss=3.24, v_num=0]
    Epoch 3:  58%|█████▊    | 19593/33666 [12:03<08:39, 27.07it/s, loss=3.24, v_num=0]
    Epoch 3:  58%|█████▊    | 19593/33666 [12:03<08:39, 27.07it/s, loss=3.27, v_num=0]
    Epoch 3:  58%|█████▊    | 19594/33666 [12:03<08:39, 27.07it/s, loss=3.27, v_num=0]
    Epoch 3:  58%|█████▊    | 19594/33666 [12:03<08:39, 27.07it/s, loss=3.34, v_num=0]
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    Epoch 3:  58%|█████▊    | 19596/33666 [12:03<08:39, 27.07it/s, loss=3.43, v_num=0]
    Epoch 3:  58%|█████▊    | 19596/33666 [12:03<08:39, 27.07it/s, loss=3.62, v_num=0]
    Epoch 3:  58%|█████▊    | 19597/33666 [12:03<08:39, 27.07it/s, loss=3.62, v_num=0]
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    Epoch 3:  58%|█████▊    | 19601/33666 [12:04<08:39, 27.07it/s, loss=3.57, v_num=0]
    Epoch 3:  58%|█████▊    | 19602/33666 [12:04<08:39, 27.07it/s, loss=3.57, v_num=0]
    Epoch 3:  58%|█████▊    | 19602/33666 [12:04<08:39, 27.07it/s, loss=3.65, v_num=0]
    Epoch 3:  58%|█████▊    | 19603/33666 [12:04<08:39, 27.07it/s, loss=3.65, v_num=0]
    Epoch 3:  58%|█████▊    | 19603/33666 [12:04<08:39, 27.07it/s, loss=3.64, v_num=0]
    Epoch 3:  58%|█████▊    | 19604/33666 [12:04<08:39, 27.07it/s, loss=3.64, v_num=0]
    Epoch 3:  58%|█████▊    | 19604/33666 [12:04<08:39, 27.07it/s, loss=3.68, v_num=0]
    Epoch 3:  58%|█████▊    | 19605/33666 [12:04<08:39, 27.07it/s, loss=3.68, v_num=0]
    Epoch 3:  58%|█████▊    | 19605/33666 [12:04<08:39, 27.07it/s, loss=3.7, v_num=0] 
    Epoch 3:  58%|█████▊    | 19606/33666 [12:04<08:39, 27.07it/s, loss=3.7, v_num=0]
    Epoch 3:  58%|█████▊    | 19606/33666 [12:04<08:39, 27.07it/s, loss=3.74, v_num=0]
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    Epoch 3:  58%|█████▊    | 19608/33666 [12:04<08:39, 27.07it/s, loss=3.63, v_num=0]
    Epoch 3:  58%|█████▊    | 19608/33666 [12:04<08:39, 27.07it/s, loss=3.54, v_num=0]
    Epoch 3:  58%|█████▊    | 19609/33666 [12:04<08:39, 27.07it/s, loss=3.54, v_num=0]
    Epoch 3:  58%|█████▊    | 19609/33666 [12:04<08:39, 27.07it/s, loss=3.46, v_num=0]
    Epoch 3:  58%|█████▊    | 19610/33666 [12:04<08:39, 27.07it/s, loss=3.46, v_num=0]
    Epoch 3:  58%|█████▊    | 19610/33666 [12:04<08:39, 27.07it/s, loss=3.45, v_num=0]
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    Epoch 3:  58%|█████▊    | 19611/33666 [12:04<08:39, 27.07it/s, loss=3.42, v_num=0]
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    Epoch 3:  58%|█████▊    | 19612/33666 [12:04<08:39, 27.07it/s, loss=3.3, v_num=0] 
    Epoch 3:  58%|█████▊    | 19613/33666 [12:04<08:39, 27.07it/s, loss=3.3, v_num=0]
    Epoch 3:  58%|█████▊    | 19613/33666 [12:04<08:39, 27.07it/s, loss=3.26, v_num=0]
    Epoch 3:  58%|█████▊    | 19614/33666 [12:04<08:39, 27.07it/s, loss=3.26, v_num=0]
    Epoch 3:  58%|█████▊    | 19614/33666 [12:04<08:39, 27.07it/s, loss=3.22, v_num=0]
    Epoch 3:  58%|█████▊    | 19615/33666 [12:04<08:39, 27.07it/s, loss=3.22, v_num=0]
    Epoch 3:  58%|█████▊    | 19615/33666 [12:04<08:39, 27.07it/s, loss=3.15, v_num=0]
    Epoch 3:  58%|█████▊    | 19616/33666 [12:04<08:39, 27.07it/s, loss=3.15, v_num=0]
    Epoch 3:  58%|█████▊    | 19616/33666 [12:04<08:39, 27.07it/s, loss=3.11, v_num=0]
    Epoch 3:  58%|█████▊    | 19617/33666 [12:04<08:39, 27.07it/s, loss=3.11, v_num=0]
    Epoch 3:  58%|█████▊    | 19617/33666 [12:04<08:39, 27.07it/s, loss=3.13, v_num=0]
    Epoch 3:  58%|█████▊    | 19618/33666 [12:04<08:38, 27.07it/s, loss=3.13, v_num=0]
    Epoch 3:  58%|█████▊    | 19618/33666 [12:04<08:38, 27.07it/s, loss=3.05, v_num=0]
    Epoch 3:  58%|█████▊    | 19619/33666 [12:04<08:38, 27.07it/s, loss=3.05, v_num=0]
    Epoch 3:  58%|█████▊    | 19619/33666 [12:04<08:38, 27.07it/s, loss=3.08, v_num=0]
    Epoch 3:  58%|█████▊    | 19620/33666 [12:04<08:38, 27.07it/s, loss=3.08, v_num=0]
    Epoch 3:  58%|█████▊    | 19620/33666 [12:04<08:38, 27.07it/s, loss=3.14, v_num=0]
    Epoch 3:  58%|█████▊    | 19621/33666 [12:04<08:38, 27.07it/s, loss=3.14, v_num=0]
    Epoch 3:  58%|█████▊    | 19621/33666 [12:04<08:38, 27.07it/s, loss=3.15, v_num=0]
    Epoch 3:  58%|█████▊    | 19622/33666 [12:04<08:38, 27.07it/s, loss=3.15, v_num=0]
    Epoch 3:  58%|█████▊    | 19622/33666 [12:04<08:38, 27.07it/s, loss=3.1, v_num=0] 
    Epoch 3:  58%|█████▊    | 19623/33666 [12:04<08:38, 27.07it/s, loss=3.1, v_num=0]
    Epoch 3:  58%|█████▊    | 19623/33666 [12:04<08:38, 27.07it/s, loss=3.11, v_num=0]
    Epoch 3:  58%|█████▊    | 19624/33666 [12:04<08:38, 27.07it/s, loss=3.11, v_num=0]
    Epoch 3:  58%|█████▊    | 19624/33666 [12:04<08:38, 27.07it/s, loss=3, v_num=0]   
    Epoch 3:  58%|█████▊    | 19625/33666 [12:05<08:38, 27.07it/s, loss=3, v_num=0]
    Epoch 3:  58%|█████▊    | 19625/33666 [12:05<08:38, 27.07it/s, loss=2.97, v_num=0]
    Epoch 3:  58%|█████▊    | 19626/33666 [12:05<08:38, 27.07it/s, loss=2.97, v_num=0]
    Epoch 3:  58%|█████▊    | 19626/33666 [12:05<08:38, 27.07it/s, loss=2.93, v_num=0]
    Epoch 3:  58%|█████▊    | 19627/33666 [12:05<08:38, 27.07it/s, loss=2.93, v_num=0]
    Epoch 3:  58%|█████▊    | 19627/33666 [12:05<08:38, 27.07it/s, loss=3.05, v_num=0]
    Epoch 3:  58%|█████▊    | 19628/33666 [12:05<08:38, 27.07it/s, loss=3.05, v_num=0]
    Epoch 3:  58%|█████▊    | 19628/33666 [12:05<08:38, 27.07it/s, loss=3.08, v_num=0]
    Epoch 3:  58%|█████▊    | 19629/33666 [12:05<08:38, 27.07it/s, loss=3.08, v_num=0]
    Epoch 3:  58%|█████▊    | 19629/33666 [12:05<08:38, 27.07it/s, loss=3.2, v_num=0] 
    Epoch 3:  58%|█████▊    | 19630/33666 [12:05<08:38, 27.07it/s, loss=3.2, v_num=0]
    Epoch 3:  58%|█████▊    | 19630/33666 [12:05<08:38, 27.07it/s, loss=3.22, v_num=0]
    Epoch 3:  58%|█████▊    | 19631/33666 [12:05<08:38, 27.07it/s, loss=3.22, v_num=0]
    Epoch 3:  58%|█████▊    | 19631/33666 [12:05<08:38, 27.07it/s, loss=3.22, v_num=0]
    Epoch 3:  58%|█████▊    | 19632/33666 [12:05<08:38, 27.07it/s, loss=3.22, v_num=0]
    Epoch 3:  58%|█████▊    | 19632/33666 [12:05<08:38, 27.07it/s, loss=3.39, v_num=0]
    Epoch 3:  58%|█████▊    | 19633/33666 [12:05<08:38, 27.07it/s, loss=3.39, v_num=0]
    Epoch 3:  58%|█████▊    | 19633/33666 [12:05<08:38, 27.07it/s, loss=3.47, v_num=0]
    Epoch 3:  58%|█████▊    | 19634/33666 [12:05<08:38, 27.07it/s, loss=3.47, v_num=0]
    Epoch 3:  58%|█████▊    | 19634/33666 [12:05<08:38, 27.07it/s, loss=3.53, v_num=0]
    Epoch 3:  58%|█████▊    | 19635/33666 [12:05<08:38, 27.07it/s, loss=3.53, v_num=0]
    Epoch 3:  58%|█████▊    | 19635/33666 [12:05<08:38, 27.07it/s, loss=3.46, v_num=0]
    Epoch 3:  58%|█████▊    | 19636/33666 [12:05<08:38, 27.07it/s, loss=3.46, v_num=0]
    Epoch 3:  58%|█████▊    | 19636/33666 [12:05<08:38, 27.07it/s, loss=3.36, v_num=0]
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    Epoch 3:  58%|█████▊    | 19637/33666 [12:05<08:38, 27.07it/s, loss=3.34, v_num=0]
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    Epoch 3:  58%|█████▊    | 19638/33666 [12:05<08:38, 27.07it/s, loss=3.39, v_num=0]
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    Epoch 3:  58%|█████▊    | 19639/33666 [12:05<08:38, 27.07it/s, loss=3.34, v_num=0]
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    Epoch 3:  58%|█████▊    | 19640/33666 [12:05<08:38, 27.07it/s, loss=3.26, v_num=0]
    Epoch 3:  58%|█████▊    | 19641/33666 [12:05<08:38, 27.07it/s, loss=3.26, v_num=0]
    Epoch 3:  58%|█████▊    | 19641/33666 [12:05<08:38, 27.07it/s, loss=3.32, v_num=0]
    Epoch 3:  58%|█████▊    | 19642/33666 [12:05<08:38, 27.07it/s, loss=3.32, v_num=0]
    Epoch 3:  58%|█████▊    | 19642/33666 [12:05<08:38, 27.07it/s, loss=3.37, v_num=0]
    Epoch 3:  58%|█████▊    | 19643/33666 [12:05<08:38, 27.07it/s, loss=3.37, v_num=0]
    Epoch 3:  58%|█████▊    | 19643/33666 [12:05<08:38, 27.07it/s, loss=3.25, v_num=0]
    Epoch 3:  58%|█████▊    | 19644/33666 [12:05<08:38, 27.07it/s, loss=3.25, v_num=0]
    Epoch 3:  58%|█████▊    | 19644/33666 [12:05<08:38, 27.07it/s, loss=3.34, v_num=0]
    Epoch 3:  58%|█████▊    | 19645/33666 [12:05<08:37, 27.07it/s, loss=3.34, v_num=0]
    Epoch 3:  58%|█████▊    | 19645/33666 [12:05<08:37, 27.07it/s, loss=3.32, v_num=0]
    Epoch 3:  58%|█████▊    | 19646/33666 [12:05<08:37, 27.07it/s, loss=3.32, v_num=0]
    Epoch 3:  58%|█████▊    | 19646/33666 [12:05<08:37, 27.07it/s, loss=3.32, v_num=0]
    Epoch 3:  58%|█████▊    | 19647/33666 [12:05<08:37, 27.07it/s, loss=3.32, v_num=0]
    Epoch 3:  58%|█████▊    | 19647/33666 [12:05<08:37, 27.07it/s, loss=3.26, v_num=0]
    Epoch 3:  58%|█████▊    | 19648/33666 [12:05<08:37, 27.07it/s, loss=3.26, v_num=0]
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    Epoch 3:  58%|█████▊    | 19662/33666 [12:06<08:37, 27.07it/s, loss=3.1, v_num=0]
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    Epoch 3:  58%|█████▊    | 19671/33666 [12:06<08:37, 27.07it/s, loss=2.92, v_num=0]
    Epoch 3:  58%|█████▊    | 19672/33666 [12:06<08:36, 27.07it/s, loss=2.92, v_num=0]
    Epoch 3:  58%|█████▊    | 19672/33666 [12:06<08:36, 27.07it/s, loss=2.97, v_num=0]
    Epoch 3:  58%|█████▊    | 19673/33666 [12:06<08:36, 27.07it/s, loss=2.97, v_num=0]
    Epoch 3:  58%|█████▊    | 19673/33666 [12:06<08:36, 27.07it/s, loss=2.99, v_num=0]
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    Epoch 3:  58%|█████▊    | 19674/33666 [12:06<08:36, 27.07it/s, loss=2.96, v_num=0]
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    Epoch 3:  58%|█████▊    | 19676/33666 [12:06<08:36, 27.07it/s, loss=3.03, v_num=0]
    Epoch 3:  58%|█████▊    | 19676/33666 [12:06<08:36, 27.07it/s, loss=3.11, v_num=0]
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    Epoch 3:  58%|█████▊    | 19677/33666 [12:06<08:36, 27.07it/s, loss=3.11, v_num=0]
    Epoch 3:  58%|█████▊    | 19678/33666 [12:06<08:36, 27.07it/s, loss=3.11, v_num=0]
    Epoch 3:  58%|█████▊    | 19678/33666 [12:06<08:36, 27.07it/s, loss=3.2, v_num=0] 
    Epoch 3:  58%|█████▊    | 19679/33666 [12:07<08:36, 27.07it/s, loss=3.2, v_num=0]
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    Epoch 3:  58%|█████▊    | 19682/33666 [12:07<08:36, 27.07it/s, loss=3.27, v_num=0]
    Epoch 3:  58%|█████▊    | 19682/33666 [12:07<08:36, 27.07it/s, loss=3.21, v_num=0]
    Epoch 3:  58%|█████▊    | 19683/33666 [12:07<08:36, 27.07it/s, loss=3.21, v_num=0]
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    Epoch 3:  58%|█████▊    | 19684/33666 [12:07<08:36, 27.07it/s, loss=3.28, v_num=0]
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    Epoch 3:  58%|█████▊    | 19685/33666 [12:07<08:36, 27.07it/s, loss=3.26, v_num=0]
    Epoch 3:  58%|█████▊    | 19686/33666 [12:07<08:36, 27.07it/s, loss=3.26, v_num=0]
    Epoch 3:  58%|█████▊    | 19686/33666 [12:07<08:36, 27.07it/s, loss=3.26, v_num=0]
    Epoch 3:  58%|█████▊    | 19687/33666 [12:07<08:36, 27.07it/s, loss=3.26, v_num=0]
    Epoch 3:  58%|█████▊    | 19687/33666 [12:07<08:36, 27.07it/s, loss=3.31, v_num=0]
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    Epoch 3:  58%|█████▊    | 19691/33666 [12:07<08:36, 27.07it/s, loss=3.28, v_num=0]
    Epoch 3:  58%|█████▊    | 19691/33666 [12:07<08:36, 27.07it/s, loss=3.34, v_num=0]
    Epoch 3:  58%|█████▊    | 19692/33666 [12:07<08:36, 27.07it/s, loss=3.34, v_num=0]
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    Epoch 3:  58%|█████▊    | 19693/33666 [12:07<08:36, 27.07it/s, loss=3.33, v_num=0]
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    Epoch 3:  58%|█████▊    | 19694/33666 [12:07<08:36, 27.07it/s, loss=3.3, v_num=0] 
    Epoch 3:  59%|█████▊    | 19695/33666 [12:07<08:36, 27.07it/s, loss=3.3, v_num=0]
    Epoch 3:  59%|█████▊    | 19695/33666 [12:07<08:36, 27.07it/s, loss=3.2, v_num=0]
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    Epoch 3:  59%|█████▊    | 19699/33666 [12:07<08:35, 27.07it/s, loss=3.02, v_num=0]
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    Epoch 3:  59%|█████▊    | 19701/33666 [12:07<08:35, 27.07it/s, loss=3.06, v_num=0]
    Epoch 3:  59%|█████▊    | 19702/33666 [12:07<08:35, 27.07it/s, loss=3.06, v_num=0]
    Epoch 3:  59%|█████▊    | 19702/33666 [12:07<08:35, 27.07it/s, loss=3.09, v_num=0]
    Epoch 3:  59%|█████▊    | 19703/33666 [12:07<08:35, 27.07it/s, loss=3.09, v_num=0]
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    Epoch 3:  59%|█████▊    | 19704/33666 [12:07<08:35, 27.07it/s, loss=3, v_num=0]   
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    Epoch 3:  59%|█████▊    | 19707/33666 [12:08<08:35, 27.07it/s, loss=3, v_num=0]
    Epoch 3:  59%|█████▊    | 19707/33666 [12:08<08:35, 27.07it/s, loss=2.96, v_num=0]
    Epoch 3:  59%|█████▊    | 19708/33666 [12:08<08:35, 27.07it/s, loss=2.96, v_num=0]
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    Epoch 3:  59%|█████▊    | 19709/33666 [12:08<08:35, 27.07it/s, loss=3.05, v_num=0]
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    Epoch 3:  59%|█████▊    | 19711/33666 [12:08<08:35, 27.07it/s, loss=2.85, v_num=0]
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    Epoch 3:  59%|█████▊    | 19714/33666 [12:08<08:35, 27.07it/s, loss=2.9, v_num=0]
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    Epoch 3:  59%|█████▊    | 19715/33666 [12:08<08:35, 27.07it/s, loss=2.9, v_num=0]
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    Epoch 3:  59%|█████▊    | 19751/33666 [12:09<08:34, 27.06it/s, loss=3.3, v_num=0]
    Epoch 3:  59%|█████▊    | 19751/33666 [12:09<08:34, 27.06it/s, loss=3.44, v_num=0]
    Epoch 3:  59%|█████▊    | 19752/33666 [12:09<08:34, 27.06it/s, loss=3.44, v_num=0]
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    Epoch 3:  59%|█████▊    | 19762/33666 [12:10<08:33, 27.06it/s, loss=3.08, v_num=0]
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    Epoch 3:  59%|█████▊    | 19763/33666 [12:10<08:33, 27.06it/s, loss=3.21, v_num=0]
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    Epoch 3:  59%|█████▊    | 19765/33666 [12:10<08:33, 27.06it/s, loss=3.25, v_num=0]
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    Epoch 3:  59%|█████▊    | 19767/33666 [12:10<08:33, 27.06it/s, loss=3.23, v_num=0]
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    Epoch 3:  59%|█████▊    | 19769/33666 [12:10<08:33, 27.06it/s, loss=3.3, v_num=0] 
    Epoch 3:  59%|█████▊    | 19770/33666 [12:10<08:33, 27.06it/s, loss=3.3, v_num=0]
    Epoch 3:  59%|█████▊    | 19770/33666 [12:10<08:33, 27.06it/s, loss=3.27, v_num=0]
    Epoch 3:  59%|█████▊    | 19771/33666 [12:10<08:33, 27.06it/s, loss=3.27, v_num=0]
    Epoch 3:  59%|█████▊    | 19771/33666 [12:10<08:33, 27.06it/s, loss=3.17, v_num=0]
    Epoch 3:  59%|█████▊    | 19772/33666 [12:10<08:33, 27.06it/s, loss=3.17, v_num=0]
    Epoch 3:  59%|█████▊    | 19772/33666 [12:10<08:33, 27.06it/s, loss=3.21, v_num=0]
    Epoch 3:  59%|█████▊    | 19773/33666 [12:10<08:33, 27.06it/s, loss=3.21, v_num=0]
    Epoch 3:  59%|█████▊    | 19773/33666 [12:10<08:33, 27.06it/s, loss=3.25, v_num=0]
    Epoch 3:  59%|█████▊    | 19774/33666 [12:10<08:33, 27.06it/s, loss=3.25, v_num=0]
    Epoch 3:  59%|█████▊    | 19774/33666 [12:10<08:33, 27.06it/s, loss=3.08, v_num=0]
    Epoch 3:  59%|█████▊    | 19775/33666 [12:10<08:33, 27.06it/s, loss=3.08, v_num=0]
    Epoch 3:  59%|█████▊    | 19775/33666 [12:10<08:33, 27.06it/s, loss=3.01, v_num=0]
    Epoch 3:  59%|█████▊    | 19776/33666 [12:10<08:33, 27.06it/s, loss=3.01, v_num=0]
    Epoch 3:  59%|█████▊    | 19776/33666 [12:10<08:33, 27.06it/s, loss=2.99, v_num=0]
    Epoch 3:  59%|█████▊    | 19777/33666 [12:10<08:33, 27.06it/s, loss=2.99, v_num=0]
    Epoch 3:  59%|█████▊    | 19777/33666 [12:10<08:33, 27.06it/s, loss=2.99, v_num=0]
    Epoch 3:  59%|█████▊    | 19778/33666 [12:10<08:33, 27.06it/s, loss=2.99, v_num=0]
    Epoch 3:  59%|█████▊    | 19778/33666 [12:10<08:33, 27.06it/s, loss=3, v_num=0]   
    Epoch 3:  59%|█████▉    | 19779/33666 [12:10<08:33, 27.07it/s, loss=3, v_num=0]
    Epoch 3:  59%|█████▉    | 19779/33666 [12:10<08:33, 27.07it/s, loss=3.14, v_num=0]
    Epoch 3:  59%|█████▉    | 19780/33666 [12:10<08:33, 27.07it/s, loss=3.14, v_num=0]
    Epoch 3:  59%|█████▉    | 19780/33666 [12:10<08:33, 27.07it/s, loss=3.22, v_num=0]
    Epoch 3:  59%|█████▉    | 19781/33666 [12:10<08:33, 27.07it/s, loss=3.22, v_num=0]
    Epoch 3:  59%|█████▉    | 19781/33666 [12:10<08:33, 27.07it/s, loss=3.31, v_num=0]
    Epoch 3:  59%|█████▉    | 19782/33666 [12:10<08:32, 27.07it/s, loss=3.31, v_num=0]
    Epoch 3:  59%|█████▉    | 19782/33666 [12:10<08:32, 27.07it/s, loss=3.21, v_num=0]
    Epoch 3:  59%|█████▉    | 19783/33666 [12:10<08:32, 27.06it/s, loss=3.21, v_num=0]
    Epoch 3:  59%|█████▉    | 19783/33666 [12:10<08:32, 27.06it/s, loss=3.15, v_num=0]
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    Epoch 3:  59%|█████▉    | 19785/33666 [12:11<08:32, 27.06it/s, loss=3.07, v_num=0]
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    Epoch 3:  59%|█████▉    | 19786/33666 [12:11<08:32, 27.06it/s, loss=3.09, v_num=0]
    Epoch 3:  59%|█████▉    | 19787/33666 [12:11<08:32, 27.06it/s, loss=3.09, v_num=0]
    Epoch 3:  59%|█████▉    | 19787/33666 [12:11<08:32, 27.06it/s, loss=3.11, v_num=0]
    Epoch 3:  59%|█████▉    | 19788/33666 [12:11<08:32, 27.06it/s, loss=3.11, v_num=0]
    Epoch 3:  59%|█████▉    | 19788/33666 [12:11<08:32, 27.06it/s, loss=3.12, v_num=0]
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    Epoch 3:  59%|█████▉    | 19789/33666 [12:11<08:32, 27.06it/s, loss=3.08, v_num=0]
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    Epoch 3:  59%|█████▉    | 19790/33666 [12:11<08:32, 27.06it/s, loss=3.11, v_num=0]
    Epoch 3:  59%|█████▉    | 19791/33666 [12:11<08:32, 27.06it/s, loss=3.11, v_num=0]
    Epoch 3:  59%|█████▉    | 19791/33666 [12:11<08:32, 27.06it/s, loss=3.2, v_num=0] 
    Epoch 3:  59%|█████▉    | 19792/33666 [12:11<08:32, 27.07it/s, loss=3.2, v_num=0]
    Epoch 3:  59%|█████▉    | 19792/33666 [12:11<08:32, 27.07it/s, loss=3.22, v_num=0]
    Epoch 3:  59%|█████▉    | 19793/33666 [12:11<08:32, 27.07it/s, loss=3.22, v_num=0]
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    Epoch 3:  59%|█████▉    | 19794/33666 [12:11<08:32, 27.07it/s, loss=3.23, v_num=0]
    Epoch 3:  59%|█████▉    | 19794/33666 [12:11<08:32, 27.07it/s, loss=3.27, v_num=0]
    Epoch 3:  59%|█████▉    | 19795/33666 [12:11<08:32, 27.07it/s, loss=3.27, v_num=0]
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    Epoch 3:  59%|█████▉    | 19798/33666 [12:11<08:32, 27.07it/s, loss=3.26, v_num=0]
    Epoch 3:  59%|█████▉    | 19798/33666 [12:11<08:32, 27.07it/s, loss=3.21, v_num=0]
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    Epoch 3:  59%|█████▉    | 19801/33666 [12:11<08:32, 27.07it/s, loss=3.02, v_num=0]
    Epoch 3:  59%|█████▉    | 19802/33666 [12:11<08:32, 27.07it/s, loss=3.02, v_num=0]
    Epoch 3:  59%|█████▉    | 19802/33666 [12:11<08:32, 27.07it/s, loss=3.01, v_num=0]
    Epoch 3:  59%|█████▉    | 19803/33666 [12:11<08:32, 27.07it/s, loss=3.01, v_num=0]
    Epoch 3:  59%|█████▉    | 19803/33666 [12:11<08:32, 27.07it/s, loss=2.98, v_num=0]
    Epoch 3:  59%|█████▉    | 19804/33666 [12:11<08:32, 27.07it/s, loss=2.98, v_num=0]
    Epoch 3:  59%|█████▉    | 19804/33666 [12:11<08:32, 27.07it/s, loss=3.05, v_num=0]
    Epoch 3:  59%|█████▉    | 19805/33666 [12:11<08:32, 27.07it/s, loss=3.05, v_num=0]
    Epoch 3:  59%|█████▉    | 19805/33666 [12:11<08:32, 27.07it/s, loss=3.06, v_num=0]
    Epoch 3:  59%|█████▉    | 19806/33666 [12:11<08:32, 27.07it/s, loss=3.06, v_num=0]
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    Epoch 3:  59%|█████▉    | 19817/33666 [12:12<08:31, 27.07it/s, loss=3.17, v_num=0]
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    Epoch 3:  59%|█████▉    | 19818/33666 [12:12<08:31, 27.07it/s, loss=3.24, v_num=0]
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    Epoch 3:  59%|█████▉    | 19820/33666 [12:12<08:31, 27.07it/s, loss=3.41, v_num=0]
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    Epoch 3:  59%|█████▉    | 19821/33666 [12:12<08:31, 27.07it/s, loss=3.49, v_num=0]
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    Epoch 3:  59%|█████▉    | 19824/33666 [12:12<08:31, 27.07it/s, loss=3.43, v_num=0]
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    Epoch 3:  59%|█████▉    | 19826/33666 [12:12<08:31, 27.07it/s, loss=3.41, v_num=0]
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    Epoch 3:  59%|█████▉    | 19827/33666 [12:12<08:31, 27.07it/s, loss=3.5, v_num=0] 
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    Epoch 3:  59%|█████▉    | 19828/33666 [12:12<08:31, 27.07it/s, loss=3.41, v_num=0]
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    Epoch 3:  59%|█████▉    | 19829/33666 [12:12<08:31, 27.07it/s, loss=3.37, v_num=0]
    Epoch 3:  59%|█████▉    | 19830/33666 [12:12<08:31, 27.07it/s, loss=3.37, v_num=0]
    Epoch 3:  59%|█████▉    | 19830/33666 [12:12<08:31, 27.07it/s, loss=3.35, v_num=0]
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    Epoch 3:  59%|█████▉    | 19832/33666 [12:12<08:31, 27.07it/s, loss=3.33, v_num=0]
    Epoch 3:  59%|█████▉    | 19832/33666 [12:12<08:31, 27.07it/s, loss=3.28, v_num=0]
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    Epoch 3:  59%|█████▉    | 19833/33666 [12:12<08:31, 27.07it/s, loss=3.24, v_num=0]
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    Epoch 3:  59%|█████▉    | 19834/33666 [12:12<08:31, 27.07it/s, loss=3.29, v_num=0]
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    Epoch 3:  59%|█████▉    | 19835/33666 [12:12<08:31, 27.07it/s, loss=3.29, v_num=0]
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    Epoch 3:  59%|█████▉    | 19836/33666 [12:12<08:30, 27.07it/s, loss=3.4, v_num=0] 
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    Epoch 3:  59%|█████▉    | 19837/33666 [12:12<08:30, 27.07it/s, loss=3.3, v_num=0]
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    Epoch 3:  59%|█████▉    | 19838/33666 [12:12<08:30, 27.07it/s, loss=3.26, v_num=0]
    Epoch 3:  59%|█████▉    | 19839/33666 [12:12<08:30, 27.07it/s, loss=3.26, v_num=0]
    Epoch 3:  59%|█████▉    | 19839/33666 [12:12<08:30, 27.07it/s, loss=3.28, v_num=0]
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    Epoch 3:  59%|█████▉    | 19840/33666 [12:13<08:30, 27.07it/s, loss=3.27, v_num=0]
    Epoch 3:  59%|█████▉    | 19841/33666 [12:13<08:30, 27.07it/s, loss=3.27, v_num=0]
    Epoch 3:  59%|█████▉    | 19841/33666 [12:13<08:30, 27.07it/s, loss=3.21, v_num=0]
    Epoch 3:  59%|█████▉    | 19842/33666 [12:13<08:30, 27.07it/s, loss=3.21, v_num=0]
    Epoch 3:  59%|█████▉    | 19842/33666 [12:13<08:30, 27.07it/s, loss=3.36, v_num=0]
    Epoch 3:  59%|█████▉    | 19843/33666 [12:13<08:30, 27.07it/s, loss=3.36, v_num=0]
    Epoch 3:  59%|█████▉    | 19843/33666 [12:13<08:30, 27.07it/s, loss=3.48, v_num=0]
    Epoch 3:  59%|█████▉    | 19844/33666 [12:13<08:30, 27.07it/s, loss=3.48, v_num=0]
    Epoch 3:  59%|█████▉    | 19844/33666 [12:13<08:30, 27.07it/s, loss=3.52, v_num=0]
    Epoch 3:  59%|█████▉    | 19845/33666 [12:13<08:30, 27.07it/s, loss=3.52, v_num=0]
    Epoch 3:  59%|█████▉    | 19845/33666 [12:13<08:30, 27.07it/s, loss=3.52, v_num=0]
    Epoch 3:  59%|█████▉    | 19846/33666 [12:13<08:30, 27.07it/s, loss=3.52, v_num=0]
    Epoch 3:  59%|█████▉    | 19846/33666 [12:13<08:30, 27.07it/s, loss=3.58, v_num=0]
    Epoch 3:  59%|█████▉    | 19847/33666 [12:13<08:30, 27.07it/s, loss=3.58, v_num=0]
    Epoch 3:  59%|█████▉    | 19847/33666 [12:13<08:30, 27.07it/s, loss=3.57, v_num=0]
    Epoch 3:  59%|█████▉    | 19848/33666 [12:13<08:30, 27.07it/s, loss=3.57, v_num=0]
    Epoch 3:  59%|█████▉    | 19848/33666 [12:13<08:30, 27.07it/s, loss=3.59, v_num=0]
    Epoch 3:  59%|█████▉    | 19849/33666 [12:13<08:30, 27.07it/s, loss=3.59, v_num=0]
    Epoch 3:  59%|█████▉    | 19849/33666 [12:13<08:30, 27.07it/s, loss=3.53, v_num=0]
    Epoch 3:  59%|█████▉    | 19850/33666 [12:13<08:30, 27.07it/s, loss=3.53, v_num=0]
    Epoch 3:  59%|█████▉    | 19850/33666 [12:13<08:30, 27.07it/s, loss=3.62, v_num=0]
    Epoch 3:  59%|█████▉    | 19851/33666 [12:13<08:30, 27.07it/s, loss=3.62, v_num=0]
    Epoch 3:  59%|█████▉    | 19851/33666 [12:13<08:30, 27.07it/s, loss=3.71, v_num=0]
    Epoch 3:  59%|█████▉    | 19852/33666 [12:13<08:30, 27.07it/s, loss=3.71, v_num=0]
    Epoch 3:  59%|█████▉    | 19852/33666 [12:13<08:30, 27.07it/s, loss=3.7, v_num=0] 
    Epoch 3:  59%|█████▉    | 19853/33666 [12:13<08:30, 27.07it/s, loss=3.7, v_num=0]
    Epoch 3:  59%|█████▉    | 19853/33666 [12:13<08:30, 27.07it/s, loss=3.71, v_num=0]
    Epoch 3:  59%|█████▉    | 19854/33666 [12:13<08:30, 27.07it/s, loss=3.71, v_num=0]
    Epoch 3:  59%|█████▉    | 19854/33666 [12:13<08:30, 27.07it/s, loss=3.68, v_num=0]
    Epoch 3:  59%|█████▉    | 19855/33666 [12:13<08:30, 27.07it/s, loss=3.68, v_num=0]
    Epoch 3:  59%|█████▉    | 19855/33666 [12:13<08:30, 27.07it/s, loss=3.74, v_num=0]
    Epoch 3:  59%|█████▉    | 19856/33666 [12:13<08:30, 27.07it/s, loss=3.74, v_num=0]
    Epoch 3:  59%|█████▉    | 19856/33666 [12:13<08:30, 27.07it/s, loss=3.65, v_num=0]
    Epoch 3:  59%|█████▉    | 19857/33666 [12:13<08:30, 27.07it/s, loss=3.65, v_num=0]
    Epoch 3:  59%|█████▉    | 19857/33666 [12:13<08:30, 27.07it/s, loss=3.65, v_num=0]
    Epoch 3:  59%|█████▉    | 19858/33666 [12:13<08:30, 27.07it/s, loss=3.65, v_num=0]
    Epoch 3:  59%|█████▉    | 19858/33666 [12:13<08:30, 27.07it/s, loss=3.56, v_num=0]
    Epoch 3:  59%|█████▉    | 19859/33666 [12:13<08:30, 27.07it/s, loss=3.56, v_num=0]
    Epoch 3:  59%|█████▉    | 19859/33666 [12:13<08:30, 27.07it/s, loss=3.45, v_num=0]
    Epoch 3:  59%|█████▉    | 19860/33666 [12:13<08:30, 27.07it/s, loss=3.45, v_num=0]
    Epoch 3:  59%|█████▉    | 19860/33666 [12:13<08:30, 27.07it/s, loss=3.4, v_num=0] 
    Epoch 3:  59%|█████▉    | 19861/33666 [12:13<08:30, 27.07it/s, loss=3.4, v_num=0]
    Epoch 3:  59%|█████▉    | 19861/33666 [12:13<08:30, 27.07it/s, loss=3.44, v_num=0]
    Epoch 3:  59%|█████▉    | 19862/33666 [12:13<08:29, 27.07it/s, loss=3.44, v_num=0]
    Epoch 3:  59%|█████▉    | 19862/33666 [12:13<08:29, 27.07it/s, loss=3.36, v_num=0]
    Epoch 3:  59%|█████▉    | 19863/33666 [12:13<08:29, 27.07it/s, loss=3.36, v_num=0]
    Epoch 3:  59%|█████▉    | 19863/33666 [12:13<08:29, 27.07it/s, loss=3.33, v_num=0]
    Epoch 3:  59%|█████▉    | 19864/33666 [12:13<08:29, 27.07it/s, loss=3.33, v_num=0]
    Epoch 3:  59%|█████▉    | 19864/33666 [12:13<08:29, 27.07it/s, loss=3.31, v_num=0]
    Epoch 3:  59%|█████▉    | 19865/33666 [12:13<08:29, 27.07it/s, loss=3.31, v_num=0]
    Epoch 3:  59%|█████▉    | 19865/33666 [12:13<08:29, 27.07it/s, loss=3.25, v_num=0]
    Epoch 3:  59%|█████▉    | 19866/33666 [12:13<08:29, 27.07it/s, loss=3.25, v_num=0]
    Epoch 3:  59%|█████▉    | 19866/33666 [12:13<08:29, 27.07it/s, loss=3.17, v_num=0]
    Epoch 3:  59%|█████▉    | 19867/33666 [12:13<08:29, 27.07it/s, loss=3.17, v_num=0]
    Epoch 3:  59%|█████▉    | 19867/33666 [12:13<08:29, 27.07it/s, loss=3.13, v_num=0]
    Epoch 3:  59%|█████▉    | 19868/33666 [12:14<08:29, 27.07it/s, loss=3.13, v_num=0]
    Epoch 3:  59%|█████▉    | 19868/33666 [12:14<08:29, 27.07it/s, loss=3.09, v_num=0]
    Epoch 3:  59%|█████▉    | 19869/33666 [12:14<08:29, 27.07it/s, loss=3.09, v_num=0]
    Epoch 3:  59%|█████▉    | 19869/33666 [12:14<08:29, 27.07it/s, loss=3.14, v_num=0]
    Epoch 3:  59%|█████▉    | 19870/33666 [12:14<08:29, 27.07it/s, loss=3.14, v_num=0]
    Epoch 3:  59%|█████▉    | 19870/33666 [12:14<08:29, 27.07it/s, loss=2.97, v_num=0]
    Epoch 3:  59%|█████▉    | 19871/33666 [12:14<08:29, 27.07it/s, loss=2.97, v_num=0]
    Epoch 3:  59%|█████▉    | 19871/33666 [12:14<08:29, 27.07it/s, loss=2.93, v_num=0]
    Epoch 3:  59%|█████▉    | 19872/33666 [12:14<08:29, 27.07it/s, loss=2.93, v_num=0]
    Epoch 3:  59%|█████▉    | 19872/33666 [12:14<08:29, 27.07it/s, loss=2.97, v_num=0]
    Epoch 3:  59%|█████▉    | 19873/33666 [12:14<08:29, 27.07it/s, loss=2.97, v_num=0]
    Epoch 3:  59%|█████▉    | 19873/33666 [12:14<08:29, 27.07it/s, loss=2.96, v_num=0]
    Epoch 3:  59%|█████▉    | 19874/33666 [12:14<08:29, 27.07it/s, loss=2.96, v_num=0]
    Epoch 3:  59%|█████▉    | 19874/33666 [12:14<08:29, 27.07it/s, loss=2.93, v_num=0]
    Epoch 3:  59%|█████▉    | 19875/33666 [12:14<08:29, 27.07it/s, loss=2.93, v_num=0]
    Epoch 3:  59%|█████▉    | 19875/33666 [12:14<08:29, 27.07it/s, loss=2.81, v_num=0]
    Epoch 3:  59%|█████▉    | 19876/33666 [12:14<08:29, 27.07it/s, loss=2.81, v_num=0]
    Epoch 3:  59%|█████▉    | 19876/33666 [12:14<08:29, 27.07it/s, loss=2.91, v_num=0]
    Epoch 3:  59%|█████▉    | 19877/33666 [12:14<08:29, 27.07it/s, loss=2.91, v_num=0]
    Epoch 3:  59%|█████▉    | 19877/33666 [12:14<08:29, 27.07it/s, loss=2.88, v_num=0]
    Epoch 3:  59%|█████▉    | 19878/33666 [12:14<08:29, 27.07it/s, loss=2.88, v_num=0]
    Epoch 3:  59%|█████▉    | 19878/33666 [12:14<08:29, 27.07it/s, loss=3.02, v_num=0]
    Epoch 3:  59%|█████▉    | 19879/33666 [12:14<08:29, 27.07it/s, loss=3.02, v_num=0]
    Epoch 3:  59%|█████▉    | 19879/33666 [12:14<08:29, 27.07it/s, loss=3.03, v_num=0]
    Epoch 3:  59%|█████▉    | 19880/33666 [12:14<08:29, 27.07it/s, loss=3.03, v_num=0]
    Epoch 3:  59%|█████▉    | 19880/33666 [12:14<08:29, 27.07it/s, loss=3.11, v_num=0]
    Epoch 3:  59%|█████▉    | 19881/33666 [12:14<08:29, 27.07it/s, loss=3.11, v_num=0]
    Epoch 3:  59%|█████▉    | 19881/33666 [12:14<08:29, 27.07it/s, loss=3.06, v_num=0]
    Epoch 3:  59%|█████▉    | 19882/33666 [12:14<08:29, 27.07it/s, loss=3.06, v_num=0]
    Epoch 3:  59%|█████▉    | 19882/33666 [12:14<08:29, 27.07it/s, loss=3.13, v_num=0]
    Epoch 3:  59%|█████▉    | 19883/33666 [12:14<08:29, 27.07it/s, loss=3.13, v_num=0]
    Epoch 3:  59%|█████▉    | 19883/33666 [12:14<08:29, 27.07it/s, loss=3.02, v_num=0]
    Epoch 3:  59%|█████▉    | 19884/33666 [12:14<08:29, 27.07it/s, loss=3.02, v_num=0]
    Epoch 3:  59%|█████▉    | 19884/33666 [12:14<08:29, 27.07it/s, loss=3.08, v_num=0]
    Epoch 3:  59%|█████▉    | 19885/33666 [12:14<08:29, 27.07it/s, loss=3.08, v_num=0]
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    Epoch 3:  59%|█████▉    | 19886/33666 [12:14<08:29, 27.07it/s, loss=3.18, v_num=0]
    Epoch 3:  59%|█████▉    | 19886/33666 [12:14<08:29, 27.07it/s, loss=3.25, v_num=0]
    Epoch 3:  59%|█████▉    | 19887/33666 [12:14<08:29, 27.07it/s, loss=3.25, v_num=0]
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    Epoch 3:  59%|█████▉    | 19888/33666 [12:14<08:29, 27.07it/s, loss=3.28, v_num=0]
    Epoch 3:  59%|█████▉    | 19889/33666 [12:14<08:29, 27.07it/s, loss=3.28, v_num=0]
    Epoch 3:  59%|█████▉    | 19889/33666 [12:14<08:29, 27.07it/s, loss=3.37, v_num=0]
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    Epoch 3:  59%|█████▉    | 19890/33666 [12:14<08:28, 27.07it/s, loss=3.56, v_num=0]
    Epoch 3:  59%|█████▉    | 19891/33666 [12:14<08:28, 27.07it/s, loss=3.56, v_num=0]
    Epoch 3:  59%|█████▉    | 19891/33666 [12:14<08:28, 27.07it/s, loss=3.59, v_num=0]
    Epoch 3:  59%|█████▉    | 19892/33666 [12:14<08:28, 27.07it/s, loss=3.59, v_num=0]
    Epoch 3:  59%|█████▉    | 19892/33666 [12:14<08:28, 27.07it/s, loss=3.62, v_num=0]
    Epoch 3:  59%|█████▉    | 19893/33666 [12:14<08:28, 27.07it/s, loss=3.62, v_num=0]
    Epoch 3:  59%|█████▉    | 19893/33666 [12:14<08:28, 27.07it/s, loss=3.65, v_num=0]
    Epoch 3:  59%|█████▉    | 19894/33666 [12:15<08:28, 27.07it/s, loss=3.65, v_num=0]
    Epoch 3:  59%|█████▉    | 19894/33666 [12:15<08:28, 27.07it/s, loss=3.68, v_num=0]
    Epoch 3:  59%|█████▉    | 19895/33666 [12:15<08:28, 27.07it/s, loss=3.68, v_num=0]
    Epoch 3:  59%|█████▉    | 19895/33666 [12:15<08:28, 27.07it/s, loss=3.78, v_num=0]
    Epoch 3:  59%|█████▉    | 19896/33666 [12:15<08:28, 27.07it/s, loss=3.78, v_num=0]
    Epoch 3:  59%|█████▉    | 19896/33666 [12:15<08:28, 27.07it/s, loss=3.74, v_num=0]
    Epoch 3:  59%|█████▉    | 19897/33666 [12:15<08:28, 27.07it/s, loss=3.74, v_num=0]
    Epoch 3:  59%|█████▉    | 19897/33666 [12:15<08:28, 27.07it/s, loss=3.83, v_num=0]
    Epoch 3:  59%|█████▉    | 19898/33666 [12:15<08:28, 27.07it/s, loss=3.83, v_num=0]
    Epoch 3:  59%|█████▉    | 19898/33666 [12:15<08:28, 27.07it/s, loss=3.81, v_num=0]
    Epoch 3:  59%|█████▉    | 19899/33666 [12:15<08:28, 27.07it/s, loss=3.81, v_num=0]
    Epoch 3:  59%|█████▉    | 19899/33666 [12:15<08:28, 27.07it/s, loss=3.78, v_num=0]
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    Epoch 3:  59%|█████▉    | 19900/33666 [12:15<08:28, 27.07it/s, loss=3.77, v_num=0]
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    Epoch 3:  59%|█████▉    | 19901/33666 [12:15<08:28, 27.07it/s, loss=3.83, v_num=0]
    Epoch 3:  59%|█████▉    | 19902/33666 [12:15<08:28, 27.07it/s, loss=3.83, v_num=0]
    Epoch 3:  59%|█████▉    | 19902/33666 [12:15<08:28, 27.07it/s, loss=3.77, v_num=0]
    Epoch 3:  59%|█████▉    | 19903/33666 [12:15<08:28, 27.06it/s, loss=3.77, v_num=0]
    Epoch 3:  59%|█████▉    | 19903/33666 [12:15<08:28, 27.06it/s, loss=3.74, v_num=0]
    Epoch 3:  59%|█████▉    | 19904/33666 [12:15<08:28, 27.07it/s, loss=3.74, v_num=0]
    Epoch 3:  59%|█████▉    | 19904/33666 [12:15<08:28, 27.07it/s, loss=3.68, v_num=0]
    Epoch 3:  59%|█████▉    | 19905/33666 [12:15<08:28, 27.06it/s, loss=3.68, v_num=0]
    Epoch 3:  59%|█████▉    | 19905/33666 [12:15<08:28, 27.06it/s, loss=3.68, v_num=0]
    Epoch 3:  59%|█████▉    | 19906/33666 [12:15<08:28, 27.06it/s, loss=3.68, v_num=0]
    Epoch 3:  59%|█████▉    | 19906/33666 [12:15<08:28, 27.06it/s, loss=3.62, v_num=0]
    Epoch 3:  59%|█████▉    | 19907/33666 [12:15<08:28, 27.06it/s, loss=3.62, v_num=0]
    Epoch 3:  59%|█████▉    | 19907/33666 [12:15<08:28, 27.06it/s, loss=3.62, v_num=0]
    Epoch 3:  59%|█████▉    | 19908/33666 [12:15<08:28, 27.06it/s, loss=3.62, v_num=0]
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    Epoch 3:  59%|█████▉    | 19909/33666 [12:15<08:28, 27.06it/s, loss=3.61, v_num=0]
    Epoch 3:  59%|█████▉    | 19909/33666 [12:15<08:28, 27.06it/s, loss=3.59, v_num=0]
    Epoch 3:  59%|█████▉    | 19910/33666 [12:15<08:28, 27.06it/s, loss=3.59, v_num=0]
    Epoch 3:  59%|█████▉    | 19910/33666 [12:15<08:28, 27.06it/s, loss=3.44, v_num=0]
    Epoch 3:  59%|█████▉    | 19911/33666 [12:15<08:28, 27.06it/s, loss=3.44, v_num=0]
    Epoch 3:  59%|█████▉    | 19911/33666 [12:15<08:28, 27.06it/s, loss=3.45, v_num=0]
    Epoch 3:  59%|█████▉    | 19912/33666 [12:15<08:28, 27.06it/s, loss=3.45, v_num=0]
    Epoch 3:  59%|█████▉    | 19912/33666 [12:15<08:28, 27.06it/s, loss=3.36, v_num=0]
    Epoch 3:  59%|█████▉    | 19913/33666 [12:15<08:28, 27.06it/s, loss=3.36, v_num=0]
    Epoch 3:  59%|█████▉    | 19913/33666 [12:15<08:28, 27.06it/s, loss=3.4, v_num=0] 
    Epoch 3:  59%|█████▉    | 19914/33666 [12:15<08:28, 27.06it/s, loss=3.4, v_num=0]
    Epoch 3:  59%|█████▉    | 19914/33666 [12:15<08:28, 27.06it/s, loss=3.35, v_num=0]
    Epoch 3:  59%|█████▉    | 19915/33666 [12:15<08:28, 27.06it/s, loss=3.35, v_num=0]
    Epoch 3:  59%|█████▉    | 19915/33666 [12:15<08:28, 27.06it/s, loss=3.33, v_num=0]
    Epoch 3:  59%|█████▉    | 19916/33666 [12:15<08:28, 27.06it/s, loss=3.33, v_num=0]
    Epoch 3:  59%|█████▉    | 19916/33666 [12:15<08:28, 27.06it/s, loss=3.22, v_num=0]
    Epoch 3:  59%|█████▉    | 19917/33666 [12:15<08:28, 27.06it/s, loss=3.22, v_num=0]
    Epoch 3:  59%|█████▉    | 19917/33666 [12:15<08:28, 27.06it/s, loss=3.13, v_num=0]
    Epoch 3:  59%|█████▉    | 19918/33666 [12:15<08:27, 27.06it/s, loss=3.13, v_num=0]
    Epoch 3:  59%|█████▉    | 19918/33666 [12:15<08:28, 27.06it/s, loss=3.11, v_num=0]
    Epoch 3:  59%|█████▉    | 19919/33666 [12:16<08:27, 27.06it/s, loss=3.11, v_num=0]
    Epoch 3:  59%|█████▉    | 19919/33666 [12:16<08:27, 27.06it/s, loss=3.21, v_num=0]
    Epoch 3:  59%|█████▉    | 19920/33666 [12:16<08:27, 27.06it/s, loss=3.21, v_num=0]
    Epoch 3:  59%|█████▉    | 19920/33666 [12:16<08:27, 27.06it/s, loss=3.18, v_num=0]
    Epoch 3:  59%|█████▉    | 19921/33666 [12:16<08:27, 27.06it/s, loss=3.18, v_num=0]
    Epoch 3:  59%|█████▉    | 19921/33666 [12:16<08:27, 27.06it/s, loss=3.15, v_num=0]
    Epoch 3:  59%|█████▉    | 19922/33666 [12:16<08:27, 27.06it/s, loss=3.15, v_num=0]
    Epoch 3:  59%|█████▉    | 19922/33666 [12:16<08:27, 27.06it/s, loss=3.11, v_num=0]
    Epoch 3:  59%|█████▉    | 19923/33666 [12:16<08:27, 27.06it/s, loss=3.11, v_num=0]
    Epoch 3:  59%|█████▉    | 19923/33666 [12:16<08:27, 27.06it/s, loss=3.18, v_num=0]
    Epoch 3:  59%|█████▉    | 19924/33666 [12:16<08:27, 27.06it/s, loss=3.18, v_num=0]
    Epoch 3:  59%|█████▉    | 19924/33666 [12:16<08:27, 27.06it/s, loss=3.13, v_num=0]
    Epoch 3:  59%|█████▉    | 19925/33666 [12:16<08:27, 27.06it/s, loss=3.13, v_num=0]
    Epoch 3:  59%|█████▉    | 19925/33666 [12:16<08:27, 27.06it/s, loss=3.09, v_num=0]
    Epoch 3:  59%|█████▉    | 19926/33666 [12:16<08:27, 27.06it/s, loss=3.09, v_num=0]
    Epoch 3:  59%|█████▉    | 19926/33666 [12:16<08:27, 27.06it/s, loss=3.1, v_num=0] 
    Epoch 3:  59%|█████▉    | 19927/33666 [12:16<08:27, 27.06it/s, loss=3.1, v_num=0]
    Epoch 3:  59%|█████▉    | 19927/33666 [12:16<08:27, 27.06it/s, loss=3.15, v_num=0]
    Epoch 3:  59%|█████▉    | 19928/33666 [12:16<08:27, 27.06it/s, loss=3.15, v_num=0]
    Epoch 3:  59%|█████▉    | 19928/33666 [12:16<08:27, 27.06it/s, loss=3.14, v_num=0]
    Epoch 3:  59%|█████▉    | 19929/33666 [12:16<08:27, 27.06it/s, loss=3.14, v_num=0]
    Epoch 3:  59%|█████▉    | 19929/33666 [12:16<08:27, 27.06it/s, loss=3.26, v_num=0]
    Epoch 3:  59%|█████▉    | 19930/33666 [12:16<08:27, 27.06it/s, loss=3.26, v_num=0]
    Epoch 3:  59%|█████▉    | 19930/33666 [12:16<08:27, 27.06it/s, loss=3.29, v_num=0]
    Epoch 3:  59%|█████▉    | 19931/33666 [12:16<08:27, 27.06it/s, loss=3.29, v_num=0]
    Epoch 3:  59%|█████▉    | 19931/33666 [12:16<08:27, 27.06it/s, loss=3.25, v_num=0]
    Epoch 3:  59%|█████▉    | 19932/33666 [12:16<08:27, 27.06it/s, loss=3.25, v_num=0]
    Epoch 3:  59%|█████▉    | 19932/33666 [12:16<08:27, 27.06it/s, loss=3.36, v_num=0]
    Epoch 3:  59%|█████▉    | 19933/33666 [12:16<08:27, 27.06it/s, loss=3.36, v_num=0]
    Epoch 3:  59%|█████▉    | 19933/33666 [12:16<08:27, 27.06it/s, loss=3.33, v_num=0]
    Epoch 3:  59%|█████▉    | 19934/33666 [12:16<08:27, 27.06it/s, loss=3.33, v_num=0]
    Epoch 3:  59%|█████▉    | 19934/33666 [12:16<08:27, 27.06it/s, loss=3.37, v_num=0]
    Epoch 3:  59%|█████▉    | 19935/33666 [12:16<08:27, 27.06it/s, loss=3.37, v_num=0]
    Epoch 3:  59%|█████▉    | 19935/33666 [12:16<08:27, 27.06it/s, loss=3.36, v_num=0]
    Epoch 3:  59%|█████▉    | 19936/33666 [12:16<08:27, 27.06it/s, loss=3.36, v_num=0]
    Epoch 3:  59%|█████▉    | 19936/33666 [12:16<08:27, 27.06it/s, loss=3.42, v_num=0]
    Epoch 3:  59%|█████▉    | 19937/33666 [12:16<08:27, 27.06it/s, loss=3.42, v_num=0]
    Epoch 3:  59%|█████▉    | 19937/33666 [12:16<08:27, 27.06it/s, loss=3.38, v_num=0]
    Epoch 3:  59%|█████▉    | 19938/33666 [12:16<08:27, 27.06it/s, loss=3.38, v_num=0]
    Epoch 3:  59%|█████▉    | 19938/33666 [12:16<08:27, 27.06it/s, loss=3.32, v_num=0]
    Epoch 3:  59%|█████▉    | 19939/33666 [12:16<08:27, 27.06it/s, loss=3.32, v_num=0]
    Epoch 3:  59%|█████▉    | 19939/33666 [12:16<08:27, 27.06it/s, loss=3.31, v_num=0]
    Epoch 3:  59%|█████▉    | 19940/33666 [12:16<08:27, 27.06it/s, loss=3.31, v_num=0]
    Epoch 3:  59%|█████▉    | 19940/33666 [12:16<08:27, 27.06it/s, loss=3.22, v_num=0]
    Epoch 3:  59%|█████▉    | 19941/33666 [12:16<08:27, 27.06it/s, loss=3.22, v_num=0]
    Epoch 3:  59%|█████▉    | 19941/33666 [12:16<08:27, 27.06it/s, loss=3.25, v_num=0]
    Epoch 3:  59%|█████▉    | 19942/33666 [12:16<08:27, 27.06it/s, loss=3.25, v_num=0]
    Epoch 3:  59%|█████▉    | 19942/33666 [12:16<08:27, 27.06it/s, loss=3.36, v_num=0]
    Epoch 3:  59%|█████▉    | 19943/33666 [12:16<08:27, 27.06it/s, loss=3.36, v_num=0]
    Epoch 3:  59%|█████▉    | 19943/33666 [12:16<08:27, 27.06it/s, loss=3.35, v_num=0]
    Epoch 3:  59%|█████▉    | 19944/33666 [12:16<08:27, 27.06it/s, loss=3.35, v_num=0]
    Epoch 3:  59%|█████▉    | 19944/33666 [12:16<08:27, 27.06it/s, loss=3.37, v_num=0]
    Epoch 3:  59%|█████▉    | 19945/33666 [12:16<08:26, 27.06it/s, loss=3.37, v_num=0]
    Epoch 3:  59%|█████▉    | 19945/33666 [12:16<08:26, 27.06it/s, loss=3.42, v_num=0]
    Epoch 3:  59%|█████▉    | 19946/33666 [12:17<08:26, 27.06it/s, loss=3.42, v_num=0]
    Epoch 3:  59%|█████▉    | 19946/33666 [12:17<08:26, 27.06it/s, loss=3.51, v_num=0]
    Epoch 3:  59%|█████▉    | 19947/33666 [12:17<08:26, 27.06it/s, loss=3.51, v_num=0]
    Epoch 3:  59%|█████▉    | 19947/33666 [12:17<08:26, 27.06it/s, loss=3.46, v_num=0]
    Epoch 3:  59%|█████▉    | 19948/33666 [12:17<08:26, 27.06it/s, loss=3.46, v_num=0]
    Epoch 3:  59%|█████▉    | 19948/33666 [12:17<08:26, 27.06it/s, loss=3.44, v_num=0]
    Epoch 3:  59%|█████▉    | 19949/33666 [12:17<08:26, 27.06it/s, loss=3.44, v_num=0]
    Epoch 3:  59%|█████▉    | 19949/33666 [12:17<08:26, 27.06it/s, loss=3.4, v_num=0] 
    Epoch 3:  59%|█████▉    | 19950/33666 [12:17<08:26, 27.06it/s, loss=3.4, v_num=0]
    Epoch 3:  59%|█████▉    | 19950/33666 [12:17<08:26, 27.06it/s, loss=3.43, v_num=0]
    Epoch 3:  59%|█████▉    | 19951/33666 [12:17<08:26, 27.06it/s, loss=3.43, v_num=0]
    Epoch 3:  59%|█████▉    | 19951/33666 [12:17<08:26, 27.06it/s, loss=3.51, v_num=0]
    Epoch 3:  59%|█████▉    | 19952/33666 [12:17<08:26, 27.06it/s, loss=3.51, v_num=0]
    Epoch 3:  59%|█████▉    | 19952/33666 [12:17<08:26, 27.06it/s, loss=3.44, v_num=0]
    Epoch 3:  59%|█████▉    | 19953/33666 [12:17<08:26, 27.06it/s, loss=3.44, v_num=0]
    Epoch 3:  59%|█████▉    | 19953/33666 [12:17<08:26, 27.06it/s, loss=3.43, v_num=0]
    Epoch 3:  59%|█████▉    | 19954/33666 [12:17<08:26, 27.06it/s, loss=3.43, v_num=0]
    Epoch 3:  59%|█████▉    | 19954/33666 [12:17<08:26, 27.06it/s, loss=3.43, v_num=0]
    Epoch 3:  59%|█████▉    | 19955/33666 [12:17<08:26, 27.06it/s, loss=3.43, v_num=0]
    Epoch 3:  59%|█████▉    | 19955/33666 [12:17<08:26, 27.06it/s, loss=3.49, v_num=0]
    Epoch 3:  59%|█████▉    | 19956/33666 [12:17<08:26, 27.06it/s, loss=3.49, v_num=0]
    Epoch 3:  59%|█████▉    | 19956/33666 [12:17<08:26, 27.06it/s, loss=3.48, v_num=0]
    Epoch 3:  59%|█████▉    | 19957/33666 [12:17<08:26, 27.06it/s, loss=3.48, v_num=0]
    Epoch 3:  59%|█████▉    | 19957/33666 [12:17<08:26, 27.06it/s, loss=3.54, v_num=0]
    Epoch 3:  59%|█████▉    | 19958/33666 [12:17<08:26, 27.06it/s, loss=3.54, v_num=0]
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    Epoch 3:  59%|█████▉    | 19959/33666 [12:17<08:26, 27.06it/s, loss=3.56, v_num=0]
    Epoch 3:  59%|█████▉    | 19959/33666 [12:17<08:26, 27.06it/s, loss=3.51, v_num=0]
    Epoch 3:  59%|█████▉    | 19960/33666 [12:17<08:26, 27.06it/s, loss=3.51, v_num=0]
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    Epoch 3:  59%|█████▉    | 19961/33666 [12:17<08:26, 27.06it/s, loss=3.63, v_num=0]
    Epoch 3:  59%|█████▉    | 19961/33666 [12:17<08:26, 27.06it/s, loss=3.63, v_num=0]
    Epoch 3:  59%|█████▉    | 19962/33666 [12:17<08:26, 27.06it/s, loss=3.63, v_num=0]
    Epoch 3:  59%|█████▉    | 19962/33666 [12:17<08:26, 27.06it/s, loss=3.55, v_num=0]
    Epoch 3:  59%|█████▉    | 19963/33666 [12:17<08:26, 27.06it/s, loss=3.55, v_num=0]
    Epoch 3:  59%|█████▉    | 19963/33666 [12:17<08:26, 27.06it/s, loss=3.54, v_num=0]
    Epoch 3:  59%|█████▉    | 19964/33666 [12:17<08:26, 27.06it/s, loss=3.54, v_num=0]
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    Epoch 3:  62%|██████▏   | 20817/33666 [12:48<07:54, 27.08it/s, loss=3.3, v_num=0] 
    Epoch 3:  62%|██████▏   | 20818/33666 [12:48<07:54, 27.08it/s, loss=3.3, v_num=0]
    Epoch 3:  62%|██████▏   | 20818/33666 [12:48<07:54, 27.08it/s, loss=3.28, v_num=0]
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    Epoch 3:  62%|██████▏   | 20819/33666 [12:48<07:54, 27.08it/s, loss=3.43, v_num=0]
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    Epoch 3:  62%|██████▏   | 20829/33666 [12:49<07:54, 27.08it/s, loss=3.4, v_num=0] 
    Epoch 3:  62%|██████▏   | 20830/33666 [12:49<07:54, 27.08it/s, loss=3.4, v_num=0]
    Epoch 3:  62%|██████▏   | 20830/33666 [12:49<07:54, 27.08it/s, loss=3.48, v_num=0]
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    Epoch 3:  62%|██████▏   | 20831/33666 [12:49<07:54, 27.08it/s, loss=3.49, v_num=0]
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    Epoch 3:  62%|██████▏   | 20834/33666 [12:49<07:53, 27.08it/s, loss=3.45, v_num=0]
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    Epoch 3:  62%|██████▏   | 20836/33666 [12:49<07:53, 27.08it/s, loss=3.4, v_num=0] 
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    Epoch 3:  62%|██████▏   | 20848/33666 [12:49<07:53, 27.08it/s, loss=3.3, v_num=0] 
    Epoch 3:  62%|██████▏   | 20849/33666 [12:50<07:53, 27.08it/s, loss=3.3, v_num=0]
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    Epoch 3:  62%|██████▏   | 20989/33666 [12:55<07:48, 27.08it/s, loss=3.01, v_num=0]
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    Epoch 3:  63%|██████▎   | 21057/33666 [12:57<07:45, 27.08it/s, loss=3.5, v_num=0] 
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    Epoch 3:  63%|██████▎   | 21060/33666 [12:57<07:45, 27.08it/s, loss=3.35, v_num=0]
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    Epoch 3:  63%|██████▎   | 21061/33666 [12:57<07:45, 27.08it/s, loss=3.4, v_num=0] 
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    Epoch 3:  63%|██████▎   | 21062/33666 [12:57<07:45, 27.08it/s, loss=3.4, v_num=0]
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    Epoch 3:  63%|██████▎   | 21065/33666 [12:57<07:45, 27.08it/s, loss=3.57, v_num=0]
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    Epoch 3:  63%|██████▎   | 21067/33666 [12:58<07:45, 27.08it/s, loss=3.63, v_num=0]
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    Epoch 3:  63%|██████▎   | 21068/33666 [12:58<07:45, 27.08it/s, loss=3.71, v_num=0]
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    Epoch 3:  63%|██████▎   | 21069/33666 [12:58<07:45, 27.08it/s, loss=3.75, v_num=0]
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    Epoch 3:  63%|██████▎   | 21070/33666 [12:58<07:45, 27.08it/s, loss=3.66, v_num=0]
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    Epoch 3:  63%|██████▎   | 21071/33666 [12:58<07:45, 27.08it/s, loss=3.62, v_num=0]
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    Epoch 3:  63%|██████▎   | 21073/33666 [12:58<07:45, 27.08it/s, loss=3.4, v_num=0] 
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    Epoch 3:  63%|██████▎   | 21139/33666 [13:00<07:42, 27.08it/s, loss=3.2, v_num=0]
    Epoch 3:  63%|██████▎   | 21139/33666 [13:00<07:42, 27.08it/s, loss=3.23, v_num=0]
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    Epoch 3:  63%|██████▎   | 21145/33666 [13:00<07:42, 27.08it/s, loss=3.5, v_num=0] 
    Epoch 3:  63%|██████▎   | 21146/33666 [13:00<07:42, 27.08it/s, loss=3.5, v_num=0]
    Epoch 3:  63%|██████▎   | 21146/33666 [13:00<07:42, 27.08it/s, loss=3.44, v_num=0]
    Epoch 3:  63%|██████▎   | 21147/33666 [13:00<07:42, 27.08it/s, loss=3.44, v_num=0]
    Epoch 3:  63%|██████▎   | 21147/33666 [13:00<07:42, 27.08it/s, loss=3.45, v_num=0]
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    Epoch 3:  63%|██████▎   | 21349/33666 [13:08<07:34, 27.08it/s, loss=3.01, v_num=0]
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    Epoch 3:  63%|██████▎   | 21352/33666 [13:08<07:34, 27.08it/s, loss=2.97, v_num=0]
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    Epoch 3:  63%|██████▎   | 21354/33666 [13:08<07:34, 27.08it/s, loss=3.11, v_num=0]
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    Epoch 3:  63%|██████▎   | 21359/33666 [13:08<07:34, 27.08it/s, loss=3.22, v_num=0]
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    Epoch 3:  63%|██████▎   | 21361/33666 [13:08<07:34, 27.08it/s, loss=3.26, v_num=0]
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    Epoch 3:  63%|██████▎   | 21362/33666 [13:08<07:34, 27.08it/s, loss=3.3, v_num=0] 
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    Epoch 3:  63%|██████▎   | 21363/33666 [13:08<07:34, 27.08it/s, loss=3.29, v_num=0]
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    Epoch 3:  63%|██████▎   | 21365/33666 [13:08<07:34, 27.08it/s, loss=3.38, v_num=0]
    Epoch 3:  63%|██████▎   | 21365/33666 [13:08<07:34, 27.08it/s, loss=3.46, v_num=0]
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    Epoch 3:  63%|██████▎   | 21367/33666 [13:08<07:34, 27.08it/s, loss=3.43, v_num=0]
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    Epoch 3:  63%|██████▎   | 21368/33666 [13:08<07:34, 27.08it/s, loss=3.51, v_num=0]
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    Epoch 3:  63%|██████▎   | 21369/33666 [13:09<07:34, 27.08it/s, loss=3.5, v_num=0] 
    Epoch 3:  63%|██████▎   | 21370/33666 [13:09<07:34, 27.08it/s, loss=3.5, v_num=0]
    Epoch 3:  63%|██████▎   | 21370/33666 [13:09<07:34, 27.08it/s, loss=3.64, v_num=0]
    Epoch 3:  63%|██████▎   | 21371/33666 [13:09<07:33, 27.08it/s, loss=3.64, v_num=0]
    Epoch 3:  63%|██████▎   | 21371/33666 [13:09<07:33, 27.08it/s, loss=3.56, v_num=0]
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    Epoch 3:  63%|██████▎   | 21372/33666 [13:09<07:33, 27.08it/s, loss=3.64, v_num=0]
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    Epoch 3:  63%|██████▎   | 21373/33666 [13:09<07:33, 27.08it/s, loss=3.61, v_num=0]
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    Epoch 3:  63%|██████▎   | 21374/33666 [13:09<07:33, 27.08it/s, loss=3.56, v_num=0]
    Epoch 3:  63%|██████▎   | 21375/33666 [13:09<07:33, 27.08it/s, loss=3.56, v_num=0]
    Epoch 3:  63%|██████▎   | 21375/33666 [13:09<07:33, 27.08it/s, loss=3.44, v_num=0]
    Epoch 3:  63%|██████▎   | 21376/33666 [13:09<07:33, 27.08it/s, loss=3.44, v_num=0]
    Epoch 3:  63%|██████▎   | 21376/33666 [13:09<07:33, 27.08it/s, loss=3.38, v_num=0]
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    Epoch 3:  63%|██████▎   | 21377/33666 [13:09<07:33, 27.08it/s, loss=3.33, v_num=0]
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    Epoch 3:  64%|██████▎   | 21378/33666 [13:09<07:33, 27.08it/s, loss=3.25, v_num=0]
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    Epoch 3:  64%|██████▎   | 21379/33666 [13:09<07:33, 27.08it/s, loss=3.32, v_num=0]
    Epoch 3:  64%|██████▎   | 21380/33666 [13:09<07:33, 27.08it/s, loss=3.32, v_num=0]
    Epoch 3:  64%|██████▎   | 21380/33666 [13:09<07:33, 27.08it/s, loss=3.33, v_num=0]
    Epoch 3:  64%|██████▎   | 21381/33666 [13:09<07:33, 27.08it/s, loss=3.33, v_num=0]
    Epoch 3:  64%|██████▎   | 21381/33666 [13:09<07:33, 27.08it/s, loss=3.36, v_num=0]
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    Epoch 3:  64%|██████▎   | 21382/33666 [13:09<07:33, 27.08it/s, loss=3.35, v_num=0]
    Epoch 3:  64%|██████▎   | 21383/33666 [13:09<07:33, 27.08it/s, loss=3.35, v_num=0]
    Epoch 3:  64%|██████▎   | 21383/33666 [13:09<07:33, 27.08it/s, loss=3.34, v_num=0]
    Epoch 3:  64%|██████▎   | 21384/33666 [13:09<07:33, 27.08it/s, loss=3.34, v_num=0]
    Epoch 3:  64%|██████▎   | 21384/33666 [13:09<07:33, 27.08it/s, loss=3.24, v_num=0]
    Epoch 3:  64%|██████▎   | 21385/33666 [13:09<07:33, 27.08it/s, loss=3.24, v_num=0]
    Epoch 3:  64%|██████▎   | 21385/33666 [13:09<07:33, 27.08it/s, loss=3.16, v_num=0]
    Epoch 3:  64%|██████▎   | 21386/33666 [13:09<07:33, 27.08it/s, loss=3.16, v_num=0]
    Epoch 3:  64%|██████▎   | 21386/33666 [13:09<07:33, 27.08it/s, loss=3.23, v_num=0]
    Epoch 3:  64%|██████▎   | 21387/33666 [13:09<07:33, 27.08it/s, loss=3.23, v_num=0]
    Epoch 3:  64%|██████▎   | 21387/33666 [13:09<07:33, 27.08it/s, loss=3.3, v_num=0] 
    Epoch 3:  64%|██████▎   | 21388/33666 [13:09<07:33, 27.08it/s, loss=3.3, v_num=0]
    Epoch 3:  64%|██████▎   | 21388/33666 [13:09<07:33, 27.08it/s, loss=3.22, v_num=0]
    Epoch 3:  64%|██████▎   | 21389/33666 [13:09<07:33, 27.08it/s, loss=3.22, v_num=0]
    Epoch 3:  64%|██████▎   | 21389/33666 [13:09<07:33, 27.08it/s, loss=3.26, v_num=0]
    Epoch 3:  64%|██████▎   | 21390/33666 [13:09<07:33, 27.08it/s, loss=3.26, v_num=0]
    Epoch 3:  64%|██████▎   | 21390/33666 [13:09<07:33, 27.08it/s, loss=3.12, v_num=0]
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    Epoch 3:  64%|██████▎   | 21391/33666 [13:09<07:33, 27.08it/s, loss=3.09, v_num=0]
    Epoch 3:  64%|██████▎   | 21392/33666 [13:09<07:33, 27.08it/s, loss=3.09, v_num=0]
    Epoch 3:  64%|██████▎   | 21392/33666 [13:09<07:33, 27.08it/s, loss=3.11, v_num=0]
    Epoch 3:  64%|██████▎   | 21393/33666 [13:09<07:33, 27.08it/s, loss=3.11, v_num=0]
    Epoch 3:  64%|██████▎   | 21393/33666 [13:09<07:33, 27.08it/s, loss=3.04, v_num=0]
    Epoch 3:  64%|██████▎   | 21394/33666 [13:09<07:33, 27.08it/s, loss=3.04, v_num=0]
    Epoch 3:  64%|██████▎   | 21394/33666 [13:09<07:33, 27.08it/s, loss=3.01, v_num=0]
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    Epoch 3:  64%|██████▎   | 21395/33666 [13:09<07:33, 27.08it/s, loss=3.12, v_num=0]
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    Epoch 3:  64%|██████▎   | 21396/33666 [13:10<07:33, 27.08it/s, loss=3.07, v_num=0]
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    Epoch 3:  64%|██████▎   | 21397/33666 [13:10<07:33, 27.08it/s, loss=3.12, v_num=0]
    Epoch 3:  64%|██████▎   | 21398/33666 [13:10<07:32, 27.08it/s, loss=3.12, v_num=0]
    Epoch 3:  64%|██████▎   | 21398/33666 [13:10<07:32, 27.08it/s, loss=3.21, v_num=0]
    Epoch 3:  64%|██████▎   | 21399/33666 [13:10<07:32, 27.08it/s, loss=3.21, v_num=0]
    Epoch 3:  64%|██████▎   | 21399/33666 [13:10<07:32, 27.08it/s, loss=3.24, v_num=0]
    Epoch 3:  64%|██████▎   | 21400/33666 [13:10<07:32, 27.08it/s, loss=3.24, v_num=0]
    Epoch 3:  64%|██████▎   | 21400/33666 [13:10<07:32, 27.08it/s, loss=3.23, v_num=0]
    Epoch 3:  64%|██████▎   | 21401/33666 [13:10<07:32, 27.08it/s, loss=3.23, v_num=0]
    Epoch 3:  64%|██████▎   | 21401/33666 [13:10<07:32, 27.08it/s, loss=3.19, v_num=0]
    Epoch 3:  64%|██████▎   | 21402/33666 [13:10<07:32, 27.08it/s, loss=3.19, v_num=0]
    Epoch 3:  64%|██████▎   | 21402/33666 [13:10<07:32, 27.08it/s, loss=3.23, v_num=0]
    Epoch 3:  64%|██████▎   | 21403/33666 [13:10<07:32, 27.08it/s, loss=3.23, v_num=0]
    Epoch 3:  64%|██████▎   | 21403/33666 [13:10<07:32, 27.08it/s, loss=3.2, v_num=0] 
    Epoch 3:  64%|██████▎   | 21404/33666 [13:10<07:32, 27.08it/s, loss=3.2, v_num=0]
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    Epoch 3:  64%|██████▎   | 21406/33666 [13:10<07:32, 27.08it/s, loss=3.15, v_num=0]
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    Epoch 3:  64%|██████▎   | 21410/33666 [13:10<07:32, 27.08it/s, loss=3.12, v_num=0]
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    Epoch 3:  64%|██████▎   | 21412/33666 [13:10<07:32, 27.08it/s, loss=3.02, v_num=0]
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    Epoch 3:  64%|██████▎   | 21415/33666 [13:10<07:32, 27.08it/s, loss=3, v_num=0]   
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    Epoch 3:  64%|██████▎   | 21416/33666 [13:10<07:32, 27.08it/s, loss=3.08, v_num=0]
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    Epoch 3:  64%|██████▎   | 21417/33666 [13:10<07:32, 27.08it/s, loss=3.11, v_num=0]
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    Epoch 3:  64%|██████▎   | 21418/33666 [13:10<07:32, 27.08it/s, loss=3.04, v_num=0]
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    Epoch 3:  64%|██████▎   | 21419/33666 [13:10<07:32, 27.08it/s, loss=2.98, v_num=0]
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    Epoch 3:  64%|██████▎   | 21420/33666 [13:10<07:32, 27.08it/s, loss=3.09, v_num=0]
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    Epoch 3:  64%|██████▎   | 21424/33666 [13:11<07:32, 27.08it/s, loss=3.24, v_num=0]
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    Epoch 3:  64%|██████▎   | 21426/33666 [13:11<07:31, 27.08it/s, loss=3.36, v_num=0]
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    Epoch 3:  64%|██████▎   | 21427/33666 [13:11<07:31, 27.08it/s, loss=3.45, v_num=0]
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    Epoch 3:  64%|██████▎   | 21428/33666 [13:11<07:31, 27.08it/s, loss=3.39, v_num=0]
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    Epoch 3:  64%|██████▎   | 21429/33666 [13:11<07:31, 27.08it/s, loss=3.33, v_num=0]
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    Epoch 3:  64%|██████▎   | 21430/33666 [13:11<07:31, 27.08it/s, loss=3.43, v_num=0]
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    Epoch 3:  64%|██████▎   | 21431/33666 [13:11<07:31, 27.08it/s, loss=3.47, v_num=0]
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    Epoch 3:  64%|██████▎   | 21434/33666 [13:11<07:31, 27.08it/s, loss=3.47, v_num=0]
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    Epoch 3:  64%|██████▎   | 21435/33666 [13:11<07:31, 27.08it/s, loss=3.59, v_num=0]
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    Epoch 3:  64%|██████▎   | 21436/33666 [13:11<07:31, 27.08it/s, loss=3.53, v_num=0]
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    Epoch 3:  64%|██████▎   | 21437/33666 [13:11<07:31, 27.08it/s, loss=3.43, v_num=0]
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    Epoch 3:  64%|██████▎   | 21438/33666 [13:11<07:31, 27.08it/s, loss=3.49, v_num=0]
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    Epoch 3:  64%|██████▎   | 21439/33666 [13:11<07:31, 27.08it/s, loss=3.53, v_num=0]
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    Epoch 3:  64%|██████▎   | 21440/33666 [13:11<07:31, 27.08it/s, loss=3.46, v_num=0]
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    Epoch 3:  64%|██████▎   | 21442/33666 [13:11<07:31, 27.08it/s, loss=3.45, v_num=0]
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    Epoch 3:  64%|██████▎   | 21443/33666 [13:11<07:31, 27.08it/s, loss=3.44, v_num=0]
    Epoch 3:  64%|██████▎   | 21444/33666 [13:11<07:31, 27.08it/s, loss=3.44, v_num=0]
    Epoch 3:  64%|██████▎   | 21444/33666 [13:11<07:31, 27.08it/s, loss=3.44, v_num=0]
    Epoch 3:  64%|██████▎   | 21445/33666 [13:11<07:31, 27.08it/s, loss=3.44, v_num=0]
    Epoch 3:  64%|██████▎   | 21445/33666 [13:11<07:31, 27.08it/s, loss=3.39, v_num=0]
    Epoch 3:  64%|██████▎   | 21446/33666 [13:11<07:31, 27.08it/s, loss=3.39, v_num=0]
    Epoch 3:  64%|██████▎   | 21446/33666 [13:11<07:31, 27.08it/s, loss=3.32, v_num=0]
    Epoch 3:  64%|██████▎   | 21447/33666 [13:11<07:31, 27.08it/s, loss=3.32, v_num=0]
    Epoch 3:  64%|██████▎   | 21447/33666 [13:11<07:31, 27.08it/s, loss=3.26, v_num=0]
    Epoch 3:  64%|██████▎   | 21448/33666 [13:11<07:31, 27.08it/s, loss=3.26, v_num=0]
    Epoch 3:  64%|██████▎   | 21448/33666 [13:11<07:31, 27.08it/s, loss=3.29, v_num=0]
    Epoch 3:  64%|██████▎   | 21449/33666 [13:11<07:31, 27.08it/s, loss=3.29, v_num=0]
    Epoch 3:  64%|██████▎   | 21449/33666 [13:11<07:31, 27.08it/s, loss=3.29, v_num=0]
    Epoch 3:  64%|██████▎   | 21450/33666 [13:12<07:31, 27.08it/s, loss=3.29, v_num=0]
    Epoch 3:  64%|██████▎   | 21450/33666 [13:12<07:31, 27.08it/s, loss=3.23, v_num=0]
    Epoch 3:  64%|██████▎   | 21451/33666 [13:12<07:31, 27.08it/s, loss=3.23, v_num=0]
    Epoch 3:  64%|██████▎   | 21451/33666 [13:12<07:31, 27.08it/s, loss=3.25, v_num=0]
    Epoch 3:  64%|██████▎   | 21452/33666 [13:12<07:30, 27.08it/s, loss=3.25, v_num=0]
    Epoch 3:  64%|██████▎   | 21452/33666 [13:12<07:30, 27.08it/s, loss=3.23, v_num=0]
    Epoch 3:  64%|██████▎   | 21453/33666 [13:12<07:30, 27.08it/s, loss=3.23, v_num=0]
    Epoch 3:  64%|██████▎   | 21453/33666 [13:12<07:30, 27.08it/s, loss=3.17, v_num=0]
    Epoch 3:  64%|██████▎   | 21454/33666 [13:12<07:30, 27.08it/s, loss=3.17, v_num=0]
    Epoch 3:  64%|██████▎   | 21454/33666 [13:12<07:30, 27.08it/s, loss=3.24, v_num=0]
    Epoch 3:  64%|██████▎   | 21455/33666 [13:12<07:30, 27.08it/s, loss=3.24, v_num=0]
    Epoch 3:  64%|██████▎   | 21455/33666 [13:12<07:30, 27.08it/s, loss=3.22, v_num=0]
    Epoch 3:  64%|██████▎   | 21456/33666 [13:12<07:30, 27.08it/s, loss=3.22, v_num=0]
    Epoch 3:  64%|██████▎   | 21456/33666 [13:12<07:30, 27.08it/s, loss=3.18, v_num=0]
    Epoch 3:  64%|██████▎   | 21457/33666 [13:12<07:30, 27.08it/s, loss=3.18, v_num=0]
    Epoch 3:  64%|██████▎   | 21457/33666 [13:12<07:30, 27.08it/s, loss=3.22, v_num=0]
    Epoch 3:  64%|██████▎   | 21458/33666 [13:12<07:30, 27.08it/s, loss=3.22, v_num=0]
    Epoch 3:  64%|██████▎   | 21458/33666 [13:12<07:30, 27.08it/s, loss=3.2, v_num=0] 
    Epoch 3:  64%|██████▎   | 21459/33666 [13:12<07:30, 27.08it/s, loss=3.2, v_num=0]
    Epoch 3:  64%|██████▎   | 21459/33666 [13:12<07:30, 27.08it/s, loss=3.18, v_num=0]
    Epoch 3:  64%|██████▎   | 21460/33666 [13:12<07:30, 27.08it/s, loss=3.18, v_num=0]
    Epoch 3:  64%|██████▎   | 21460/33666 [13:12<07:30, 27.08it/s, loss=3.17, v_num=0]
    Epoch 3:  64%|██████▎   | 21461/33666 [13:12<07:30, 27.08it/s, loss=3.17, v_num=0]
    Epoch 3:  64%|██████▎   | 21461/33666 [13:12<07:30, 27.08it/s, loss=3.14, v_num=0]
    Epoch 3:  64%|██████▎   | 21462/33666 [13:12<07:30, 27.08it/s, loss=3.14, v_num=0]
    Epoch 3:  64%|██████▎   | 21462/33666 [13:12<07:30, 27.08it/s, loss=3.28, v_num=0]
    Epoch 3:  64%|██████▍   | 21463/33666 [13:12<07:30, 27.08it/s, loss=3.28, v_num=0]
    Epoch 3:  64%|██████▍   | 21463/33666 [13:12<07:30, 27.08it/s, loss=3.21, v_num=0]
    Epoch 3:  64%|██████▍   | 21464/33666 [13:12<07:30, 27.08it/s, loss=3.21, v_num=0]
    Epoch 3:  64%|██████▍   | 21464/33666 [13:12<07:30, 27.08it/s, loss=3.17, v_num=0]
    Epoch 3:  64%|██████▍   | 21465/33666 [13:12<07:30, 27.08it/s, loss=3.17, v_num=0]
    Epoch 3:  64%|██████▍   | 21465/33666 [13:12<07:30, 27.08it/s, loss=3.18, v_num=0]
    Epoch 3:  64%|██████▍   | 21466/33666 [13:12<07:30, 27.08it/s, loss=3.18, v_num=0]
    Epoch 3:  64%|██████▍   | 21466/33666 [13:12<07:30, 27.08it/s, loss=3.19, v_num=0]
    Epoch 3:  64%|██████▍   | 21467/33666 [13:12<07:30, 27.08it/s, loss=3.19, v_num=0]
    Epoch 3:  64%|██████▍   | 21467/33666 [13:12<07:30, 27.08it/s, loss=3.26, v_num=0]
    Epoch 3:  64%|██████▍   | 21468/33666 [13:12<07:30, 27.08it/s, loss=3.26, v_num=0]
    Epoch 3:  64%|██████▍   | 21468/33666 [13:12<07:30, 27.08it/s, loss=3.28, v_num=0]
    Epoch 3:  64%|██████▍   | 21469/33666 [13:12<07:30, 27.08it/s, loss=3.28, v_num=0]
    Epoch 3:  64%|██████▍   | 21469/33666 [13:12<07:30, 27.08it/s, loss=3.32, v_num=0]
    Epoch 3:  64%|██████▍   | 21470/33666 [13:12<07:30, 27.08it/s, loss=3.32, v_num=0]
    Epoch 3:  64%|██████▍   | 21470/33666 [13:12<07:30, 27.08it/s, loss=3.28, v_num=0]
    Epoch 3:  64%|██████▍   | 21471/33666 [13:12<07:30, 27.08it/s, loss=3.28, v_num=0]
    Epoch 3:  64%|██████▍   | 21471/33666 [13:12<07:30, 27.08it/s, loss=3.29, v_num=0]
    Epoch 3:  64%|██████▍   | 21472/33666 [13:12<07:30, 27.08it/s, loss=3.29, v_num=0]
    Epoch 3:  64%|██████▍   | 21472/33666 [13:12<07:30, 27.08it/s, loss=3.31, v_num=0]
    Epoch 3:  64%|██████▍   | 21473/33666 [13:12<07:30, 27.08it/s, loss=3.31, v_num=0]
    Epoch 3:  64%|██████▍   | 21473/33666 [13:12<07:30, 27.08it/s, loss=3.36, v_num=0]
    Epoch 3:  64%|██████▍   | 21474/33666 [13:12<07:30, 27.08it/s, loss=3.36, v_num=0]
    Epoch 3:  64%|██████▍   | 21474/33666 [13:12<07:30, 27.08it/s, loss=3.28, v_num=0]
    Epoch 3:  64%|██████▍   | 21475/33666 [13:12<07:30, 27.08it/s, loss=3.28, v_num=0]
    Epoch 3:  64%|██████▍   | 21475/33666 [13:12<07:30, 27.08it/s, loss=3.17, v_num=0]
    Epoch 3:  64%|██████▍   | 21476/33666 [13:13<07:30, 27.08it/s, loss=3.17, v_num=0]
    Epoch 3:  64%|██████▍   | 21476/33666 [13:13<07:30, 27.08it/s, loss=3.26, v_num=0]
    Epoch 3:  64%|██████▍   | 21477/33666 [13:13<07:30, 27.08it/s, loss=3.26, v_num=0]
    Epoch 3:  64%|██████▍   | 21477/33666 [13:13<07:30, 27.08it/s, loss=3.23, v_num=0]
    Epoch 3:  64%|██████▍   | 21478/33666 [13:13<07:30, 27.08it/s, loss=3.23, v_num=0]
    Epoch 3:  64%|██████▍   | 21478/33666 [13:13<07:30, 27.08it/s, loss=3.25, v_num=0]
    Epoch 3:  64%|██████▍   | 21479/33666 [13:13<07:30, 27.08it/s, loss=3.25, v_num=0]
    Epoch 3:  64%|██████▍   | 21479/33666 [13:13<07:30, 27.08it/s, loss=3.25, v_num=0]
    Epoch 3:  64%|██████▍   | 21480/33666 [13:13<07:29, 27.08it/s, loss=3.25, v_num=0]
    Epoch 3:  64%|██████▍   | 21480/33666 [13:13<07:29, 27.08it/s, loss=3.23, v_num=0]
    Epoch 3:  64%|██████▍   | 21481/33666 [13:13<07:29, 27.08it/s, loss=3.23, v_num=0]
    Epoch 3:  64%|██████▍   | 21481/33666 [13:13<07:29, 27.08it/s, loss=3.17, v_num=0]
    Epoch 3:  64%|██████▍   | 21482/33666 [13:13<07:29, 27.08it/s, loss=3.17, v_num=0]
    Epoch 3:  64%|██████▍   | 21482/33666 [13:13<07:29, 27.08it/s, loss=3.16, v_num=0]
    Epoch 3:  64%|██████▍   | 21483/33666 [13:13<07:29, 27.08it/s, loss=3.16, v_num=0]
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    Epoch 3:  64%|██████▍   | 21493/33666 [13:13<07:29, 27.08it/s, loss=3.11, v_num=0]
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    Epoch 3:  64%|██████▍   | 21495/33666 [13:13<07:29, 27.08it/s, loss=3.15, v_num=0]
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    Epoch 3:  64%|██████▍   | 21496/33666 [13:13<07:29, 27.08it/s, loss=3.14, v_num=0]
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    Epoch 3:  64%|██████▍   | 21497/33666 [13:13<07:29, 27.08it/s, loss=3.07, v_num=0]
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    Epoch 3:  64%|██████▍   | 21498/33666 [13:13<07:29, 27.08it/s, loss=2.95, v_num=0]
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    Epoch 3:  64%|██████▍   | 21499/33666 [13:13<07:29, 27.08it/s, loss=2.87, v_num=0]
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    Epoch 3:  64%|██████▍   | 21501/33666 [13:14<07:29, 27.08it/s, loss=2.89, v_num=0]
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    Epoch 3:  64%|██████▍   | 21502/33666 [13:14<07:29, 27.08it/s, loss=2.84, v_num=0]
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    Epoch 3:  64%|██████▍   | 21503/33666 [13:14<07:29, 27.08it/s, loss=2.89, v_num=0]
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    Epoch 3:  64%|██████▍   | 21506/33666 [13:14<07:29, 27.08it/s, loss=3, v_num=0]   
    Epoch 3:  64%|██████▍   | 21507/33666 [13:14<07:29, 27.08it/s, loss=3, v_num=0]
    Epoch 3:  64%|██████▍   | 21507/33666 [13:14<07:29, 27.08it/s, loss=3.02, v_num=0]
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    Epoch 3:  64%|██████▍   | 21509/33666 [13:14<07:28, 27.08it/s, loss=3.1, v_num=0]
    Epoch 3:  64%|██████▍   | 21509/33666 [13:14<07:28, 27.08it/s, loss=3.03, v_num=0]
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    Epoch 3:  64%|██████▍   | 21510/33666 [13:14<07:28, 27.08it/s, loss=3.03, v_num=0]
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    Epoch 3:  64%|██████▍   | 21511/33666 [13:14<07:28, 27.08it/s, loss=2.97, v_num=0]
    Epoch 3:  64%|██████▍   | 21512/33666 [13:14<07:28, 27.08it/s, loss=2.97, v_num=0]
    Epoch 3:  64%|██████▍   | 21512/33666 [13:14<07:28, 27.08it/s, loss=2.95, v_num=0]
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    Epoch 3:  64%|██████▍   | 21513/33666 [13:14<07:28, 27.08it/s, loss=3.03, v_num=0]
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    Epoch 3:  64%|██████▍   | 21514/33666 [13:14<07:28, 27.08it/s, loss=3.04, v_num=0]
    Epoch 3:  64%|██████▍   | 21515/33666 [13:14<07:28, 27.08it/s, loss=3.04, v_num=0]
    Epoch 3:  64%|██████▍   | 21515/33666 [13:14<07:28, 27.08it/s, loss=3.09, v_num=0]
    Epoch 3:  64%|██████▍   | 21516/33666 [13:14<07:28, 27.08it/s, loss=3.09, v_num=0]
    Epoch 3:  64%|██████▍   | 21516/33666 [13:14<07:28, 27.08it/s, loss=2.99, v_num=0]
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    Epoch 3:  64%|██████▍   | 21517/33666 [13:14<07:28, 27.08it/s, loss=3.08, v_num=0]
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    Epoch 3:  64%|██████▍   | 21518/33666 [13:14<07:28, 27.08it/s, loss=3.19, v_num=0]
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    Epoch 3:  64%|██████▍   | 21519/33666 [13:14<07:28, 27.08it/s, loss=3.24, v_num=0]
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    Epoch 3:  64%|██████▍   | 21520/33666 [13:14<07:28, 27.08it/s, loss=3.24, v_num=0]
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    Epoch 3:  64%|██████▍   | 21521/33666 [13:14<07:28, 27.08it/s, loss=3.3, v_num=0] 
    Epoch 3:  64%|██████▍   | 21522/33666 [13:14<07:28, 27.08it/s, loss=3.3, v_num=0]
    Epoch 3:  64%|██████▍   | 21522/33666 [13:14<07:28, 27.08it/s, loss=3.4, v_num=0]
    Epoch 3:  64%|██████▍   | 21523/33666 [13:14<07:28, 27.08it/s, loss=3.4, v_num=0]
    Epoch 3:  64%|██████▍   | 21523/33666 [13:14<07:28, 27.08it/s, loss=3.44, v_num=0]
    Epoch 3:  64%|██████▍   | 21524/33666 [13:14<07:28, 27.08it/s, loss=3.44, v_num=0]
    Epoch 3:  64%|██████▍   | 21524/33666 [13:14<07:28, 27.08it/s, loss=3.42, v_num=0]
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    Epoch 3:  64%|██████▍   | 21525/33666 [13:14<07:28, 27.08it/s, loss=3.45, v_num=0]
    Epoch 3:  64%|██████▍   | 21526/33666 [13:15<07:28, 27.08it/s, loss=3.45, v_num=0]
    Epoch 3:  64%|██████▍   | 21526/33666 [13:15<07:28, 27.08it/s, loss=3.37, v_num=0]
    Epoch 3:  64%|██████▍   | 21527/33666 [13:15<07:28, 27.08it/s, loss=3.37, v_num=0]
    Epoch 3:  64%|██████▍   | 21527/33666 [13:15<07:28, 27.08it/s, loss=3.39, v_num=0]
    Epoch 3:  64%|██████▍   | 21528/33666 [13:15<07:28, 27.08it/s, loss=3.39, v_num=0]
    Epoch 3:  64%|██████▍   | 21528/33666 [13:15<07:28, 27.08it/s, loss=3.33, v_num=0]
    Epoch 3:  64%|██████▍   | 21529/33666 [13:15<07:28, 27.08it/s, loss=3.33, v_num=0]
    Epoch 3:  64%|██████▍   | 21529/33666 [13:15<07:28, 27.08it/s, loss=3.38, v_num=0]
    Epoch 3:  64%|██████▍   | 21530/33666 [13:15<07:28, 27.08it/s, loss=3.38, v_num=0]
    Epoch 3:  64%|██████▍   | 21530/33666 [13:15<07:28, 27.08it/s, loss=3.35, v_num=0]
    Epoch 3:  64%|██████▍   | 21531/33666 [13:15<07:28, 27.07it/s, loss=3.35, v_num=0]
    Epoch 3:  64%|██████▍   | 21531/33666 [13:15<07:28, 27.07it/s, loss=3.41, v_num=0]
    Epoch 3:  64%|██████▍   | 21532/33666 [13:15<07:28, 27.08it/s, loss=3.41, v_num=0]
    Epoch 3:  64%|██████▍   | 21532/33666 [13:15<07:28, 27.08it/s, loss=3.39, v_num=0]
    Epoch 3:  64%|██████▍   | 21533/33666 [13:15<07:28, 27.07it/s, loss=3.39, v_num=0]
    Epoch 3:  64%|██████▍   | 21533/33666 [13:15<07:28, 27.07it/s, loss=3.34, v_num=0]
    Epoch 3:  64%|██████▍   | 21534/33666 [13:15<07:28, 27.07it/s, loss=3.34, v_num=0]
    Epoch 3:  64%|██████▍   | 21534/33666 [13:15<07:28, 27.07it/s, loss=3.36, v_num=0]
    Epoch 3:  64%|██████▍   | 21535/33666 [13:15<07:28, 27.07it/s, loss=3.36, v_num=0]
    Epoch 3:  64%|██████▍   | 21535/33666 [13:15<07:28, 27.07it/s, loss=3.38, v_num=0]
    Epoch 3:  64%|██████▍   | 21536/33666 [13:15<07:28, 27.07it/s, loss=3.38, v_num=0]
    Epoch 3:  64%|██████▍   | 21536/33666 [13:15<07:28, 27.07it/s, loss=3.54, v_num=0]
    Epoch 3:  64%|██████▍   | 21537/33666 [13:15<07:27, 27.07it/s, loss=3.54, v_num=0]
    Epoch 3:  64%|██████▍   | 21537/33666 [13:15<07:27, 27.07it/s, loss=3.49, v_num=0]
    Epoch 3:  64%|██████▍   | 21538/33666 [13:15<07:27, 27.07it/s, loss=3.49, v_num=0]
    Epoch 3:  64%|██████▍   | 21538/33666 [13:15<07:27, 27.07it/s, loss=3.52, v_num=0]
    Epoch 3:  64%|██████▍   | 21539/33666 [13:15<07:27, 27.07it/s, loss=3.52, v_num=0]
    Epoch 3:  64%|██████▍   | 21539/33666 [13:15<07:27, 27.07it/s, loss=3.53, v_num=0]
    Epoch 3:  64%|██████▍   | 21540/33666 [13:15<07:27, 27.07it/s, loss=3.53, v_num=0]
    Epoch 3:  64%|██████▍   | 21540/33666 [13:15<07:27, 27.07it/s, loss=3.58, v_num=0]
    Epoch 3:  64%|██████▍   | 21541/33666 [13:15<07:27, 27.07it/s, loss=3.58, v_num=0]
    Epoch 3:  64%|██████▍   | 21541/33666 [13:15<07:27, 27.07it/s, loss=3.52, v_num=0]
    Epoch 3:  64%|██████▍   | 21542/33666 [13:15<07:27, 27.07it/s, loss=3.52, v_num=0]
    Epoch 3:  64%|██████▍   | 21542/33666 [13:15<07:27, 27.07it/s, loss=3.41, v_num=0]
    Epoch 3:  64%|██████▍   | 21543/33666 [13:15<07:27, 27.07it/s, loss=3.41, v_num=0]
    Epoch 3:  64%|██████▍   | 21543/33666 [13:15<07:27, 27.07it/s, loss=3.41, v_num=0]
    Epoch 3:  64%|██████▍   | 21544/33666 [13:15<07:27, 27.07it/s, loss=3.41, v_num=0]
    Epoch 3:  64%|██████▍   | 21544/33666 [13:15<07:27, 27.07it/s, loss=3.37, v_num=0]
    Epoch 3:  64%|██████▍   | 21545/33666 [13:15<07:27, 27.07it/s, loss=3.37, v_num=0]
    Epoch 3:  64%|██████▍   | 21545/33666 [13:15<07:27, 27.07it/s, loss=3.31, v_num=0]
    Epoch 3:  64%|██████▍   | 21546/33666 [13:15<07:27, 27.07it/s, loss=3.31, v_num=0]
    Epoch 3:  64%|██████▍   | 21546/33666 [13:15<07:27, 27.07it/s, loss=3.32, v_num=0]
    Epoch 3:  64%|██████▍   | 21547/33666 [13:15<07:27, 27.07it/s, loss=3.32, v_num=0]
    Epoch 3:  64%|██████▍   | 21547/33666 [13:15<07:27, 27.07it/s, loss=3.21, v_num=0]
    Epoch 3:  64%|██████▍   | 21548/33666 [13:15<07:27, 27.07it/s, loss=3.21, v_num=0]
    Epoch 3:  64%|██████▍   | 21548/33666 [13:15<07:27, 27.07it/s, loss=3.25, v_num=0]
    Epoch 3:  64%|██████▍   | 21549/33666 [13:15<07:27, 27.07it/s, loss=3.25, v_num=0]
    Epoch 3:  64%|██████▍   | 21549/33666 [13:15<07:27, 27.07it/s, loss=3.26, v_num=0]
    Epoch 3:  64%|██████▍   | 21550/33666 [13:15<07:27, 27.07it/s, loss=3.26, v_num=0]
    Epoch 3:  64%|██████▍   | 21550/33666 [13:15<07:27, 27.07it/s, loss=3.36, v_num=0]
    Epoch 3:  64%|██████▍   | 21551/33666 [13:15<07:27, 27.07it/s, loss=3.36, v_num=0]
    Epoch 3:  64%|██████▍   | 21551/33666 [13:15<07:27, 27.07it/s, loss=3.29, v_num=0]
    Epoch 3:  64%|██████▍   | 21552/33666 [13:16<07:27, 27.07it/s, loss=3.29, v_num=0]
    Epoch 3:  64%|██████▍   | 21552/33666 [13:16<07:27, 27.07it/s, loss=3.44, v_num=0]
    Epoch 3:  64%|██████▍   | 21553/33666 [13:16<07:27, 27.07it/s, loss=3.44, v_num=0]
    Epoch 3:  64%|██████▍   | 21553/33666 [13:16<07:27, 27.07it/s, loss=3.44, v_num=0]
    Epoch 3:  64%|██████▍   | 21554/33666 [13:16<07:27, 27.07it/s, loss=3.44, v_num=0]
    Epoch 3:  64%|██████▍   | 21554/33666 [13:16<07:27, 27.07it/s, loss=3.41, v_num=0]
    Epoch 3:  64%|██████▍   | 21555/33666 [13:16<07:27, 27.07it/s, loss=3.41, v_num=0]
    Epoch 3:  64%|██████▍   | 21555/33666 [13:16<07:27, 27.07it/s, loss=3.25, v_num=0]
    Epoch 3:  64%|██████▍   | 21556/33666 [13:16<07:27, 27.07it/s, loss=3.25, v_num=0]
    Epoch 3:  64%|██████▍   | 21556/33666 [13:16<07:27, 27.07it/s, loss=3.14, v_num=0]
    Epoch 3:  64%|██████▍   | 21557/33666 [13:16<07:27, 27.07it/s, loss=3.14, v_num=0]
    Epoch 3:  64%|██████▍   | 21557/33666 [13:16<07:27, 27.07it/s, loss=3.17, v_num=0]
    Epoch 3:  64%|██████▍   | 21558/33666 [13:16<07:27, 27.07it/s, loss=3.17, v_num=0]
    Epoch 3:  64%|██████▍   | 21558/33666 [13:16<07:27, 27.07it/s, loss=3.13, v_num=0]
    Epoch 3:  64%|██████▍   | 21559/33666 [13:16<07:27, 27.07it/s, loss=3.13, v_num=0]
    Epoch 3:  64%|██████▍   | 21559/33666 [13:16<07:27, 27.07it/s, loss=3.18, v_num=0]
    Epoch 3:  64%|██████▍   | 21560/33666 [13:16<07:27, 27.07it/s, loss=3.18, v_num=0]
    Epoch 3:  64%|██████▍   | 21560/33666 [13:16<07:27, 27.07it/s, loss=3.09, v_num=0]
    Epoch 3:  64%|██████▍   | 21561/33666 [13:16<07:27, 27.07it/s, loss=3.09, v_num=0]
    Epoch 3:  64%|██████▍   | 21561/33666 [13:16<07:27, 27.07it/s, loss=3.12, v_num=0]
    Epoch 3:  64%|██████▍   | 21562/33666 [13:16<07:27, 27.07it/s, loss=3.12, v_num=0]
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    Epoch 3:  64%|██████▍   | 21601/33666 [13:17<07:25, 27.07it/s, loss=2.99, v_num=0]
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    Epoch 3:  64%|██████▍   | 21609/33666 [13:18<07:25, 27.07it/s, loss=3.03, v_num=0]
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    Epoch 3:  64%|██████▍   | 21610/33666 [13:18<07:25, 27.07it/s, loss=2.98, v_num=0]
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    Epoch 3:  64%|██████▍   | 21611/33666 [13:18<07:25, 27.07it/s, loss=3.08, v_num=0]
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    Epoch 3:  64%|██████▍   | 21615/33666 [13:18<07:25, 27.08it/s, loss=3.14, v_num=0]
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    Epoch 3:  64%|██████▍   | 21616/33666 [13:18<07:25, 27.08it/s, loss=3.16, v_num=0]
    Epoch 3:  64%|██████▍   | 21617/33666 [13:18<07:25, 27.08it/s, loss=3.16, v_num=0]
    Epoch 3:  64%|██████▍   | 21617/33666 [13:18<07:25, 27.08it/s, loss=3.19, v_num=0]
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    Epoch 3:  64%|██████▍   | 21618/33666 [13:18<07:24, 27.08it/s, loss=3.25, v_num=0]
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    Epoch 3:  64%|██████▍   | 21620/33666 [13:18<07:24, 27.08it/s, loss=3.2, v_num=0] 
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    Epoch 3:  65%|██████▍   | 21828/33666 [13:26<07:17, 27.08it/s, loss=3.34, v_num=0]
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    Epoch 3:  65%|██████▍   | 21829/33666 [13:26<07:17, 27.08it/s, loss=3.38, v_num=0]
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    Epoch 3:  65%|██████▍   | 21845/33666 [13:26<07:16, 27.07it/s, loss=3.71, v_num=0]
    Epoch 3:  65%|██████▍   | 21845/33666 [13:26<07:16, 27.07it/s, loss=3.7, v_num=0] 
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    Epoch 3:  65%|██████▍   | 21847/33666 [13:26<07:16, 27.07it/s, loss=3.54, v_num=0]
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    Epoch 3:  65%|██████▍   | 21850/33666 [13:27<07:16, 27.08it/s, loss=3.36, v_num=0]
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    Epoch 3:  65%|██████▍   | 21852/33666 [13:27<07:16, 27.08it/s, loss=3.22, v_num=0]
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    Epoch 3:  65%|██████▍   | 21853/33666 [13:27<07:16, 27.08it/s, loss=3.18, v_num=0]
    Epoch 3:  65%|██████▍   | 21854/33666 [13:27<07:16, 27.08it/s, loss=3.18, v_num=0]
    Epoch 3:  65%|██████▍   | 21854/33666 [13:27<07:16, 27.08it/s, loss=3.12, v_num=0]
    Epoch 3:  65%|██████▍   | 21855/33666 [13:27<07:16, 27.08it/s, loss=3.12, v_num=0]
    Epoch 3:  65%|██████▍   | 21855/33666 [13:27<07:16, 27.08it/s, loss=2.98, v_num=0]
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    Epoch 3:  65%|██████▍   | 21856/33666 [13:27<07:16, 27.08it/s, loss=2.99, v_num=0]
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    Epoch 3:  65%|██████▍   | 21857/33666 [13:27<07:16, 27.08it/s, loss=3.02, v_num=0]
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    Epoch 3:  65%|██████▍   | 21858/33666 [13:27<07:16, 27.08it/s, loss=3.04, v_num=0]
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    Epoch 3:  65%|██████▍   | 21859/33666 [13:27<07:16, 27.08it/s, loss=3, v_num=0]   
    Epoch 3:  65%|██████▍   | 21860/33666 [13:27<07:16, 27.08it/s, loss=3, v_num=0]
    Epoch 3:  65%|██████▍   | 21860/33666 [13:27<07:16, 27.08it/s, loss=3.09, v_num=0]
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    Epoch 3:  65%|██████▌   | 22007/33666 [13:32<07:10, 27.08it/s, loss=3.35, v_num=0]
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    Epoch 3:  65%|██████▌   | 22012/33666 [13:32<07:10, 27.08it/s, loss=3.4, v_num=0] 
    Epoch 3:  65%|██████▌   | 22013/33666 [13:32<07:10, 27.08it/s, loss=3.4, v_num=0]
    Epoch 3:  65%|██████▌   | 22013/33666 [13:32<07:10, 27.08it/s, loss=3.27, v_num=0]
    Epoch 3:  65%|██████▌   | 22014/33666 [13:32<07:10, 27.08it/s, loss=3.27, v_num=0]
    Epoch 3:  65%|██████▌   | 22014/33666 [13:32<07:10, 27.08it/s, loss=3.26, v_num=0]
    Epoch 3:  65%|██████▌   | 22015/33666 [13:33<07:10, 27.08it/s, loss=3.26, v_num=0]
    Epoch 3:  65%|██████▌   | 22015/33666 [13:33<07:10, 27.08it/s, loss=3.31, v_num=0]
    Epoch 3:  65%|██████▌   | 22016/33666 [13:33<07:10, 27.08it/s, loss=3.31, v_num=0]
    Epoch 3:  65%|██████▌   | 22016/33666 [13:33<07:10, 27.08it/s, loss=3.26, v_num=0]
    Epoch 3:  65%|██████▌   | 22017/33666 [13:33<07:10, 27.08it/s, loss=3.26, v_num=0]
    Epoch 3:  65%|██████▌   | 22017/33666 [13:33<07:10, 27.08it/s, loss=3.39, v_num=0]
    Epoch 3:  65%|██████▌   | 22018/33666 [13:33<07:10, 27.08it/s, loss=3.39, v_num=0]
    Epoch 3:  65%|██████▌   | 22018/33666 [13:33<07:10, 27.08it/s, loss=3.45, v_num=0]
    Epoch 3:  65%|██████▌   | 22019/33666 [13:33<07:10, 27.08it/s, loss=3.45, v_num=0]
    Epoch 3:  65%|██████▌   | 22019/33666 [13:33<07:10, 27.08it/s, loss=3.43, v_num=0]
    Epoch 3:  65%|██████▌   | 22020/33666 [13:33<07:10, 27.08it/s, loss=3.43, v_num=0]
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    Epoch 3:  67%|██████▋   | 22397/33666 [13:46<06:56, 27.09it/s, loss=3.16, v_num=0]
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    Epoch 3:  67%|██████▋   | 22400/33666 [13:46<06:55, 27.09it/s, loss=3.2, v_num=0] 
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    Epoch 3:  67%|██████▋   | 22401/33666 [13:47<06:55, 27.09it/s, loss=3.17, v_num=0]
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    Epoch 3:  67%|██████▋   | 22402/33666 [13:47<06:55, 27.09it/s, loss=3.17, v_num=0]
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    Epoch 3:  67%|██████▋   | 22403/33666 [13:47<06:55, 27.09it/s, loss=3.2, v_num=0] 
    Epoch 3:  67%|██████▋   | 22404/33666 [13:47<06:55, 27.09it/s, loss=3.2, v_num=0]
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    Epoch 3:  67%|██████▋   | 22405/33666 [13:47<06:55, 27.09it/s, loss=3.26, v_num=0]
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    Epoch 3:  67%|██████▋   | 22406/33666 [13:47<06:55, 27.09it/s, loss=3.13, v_num=0]
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    Epoch 3:  67%|██████▋   | 22407/33666 [13:47<06:55, 27.09it/s, loss=3.13, v_num=0]
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    Epoch 3:  67%|██████▋   | 22408/33666 [13:47<06:55, 27.09it/s, loss=3.06, v_num=0]
    Epoch 3:  67%|██████▋   | 22409/33666 [13:47<06:55, 27.09it/s, loss=3.06, v_num=0]
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    Epoch 3:  67%|██████▋   | 22410/33666 [13:47<06:55, 27.09it/s, loss=3.11, v_num=0]
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    Epoch 3:  67%|██████▋   | 22411/33666 [13:47<06:55, 27.09it/s, loss=3.1, v_num=0] 
    Epoch 3:  67%|██████▋   | 22412/33666 [13:47<06:55, 27.09it/s, loss=3.1, v_num=0]
    Epoch 3:  67%|██████▋   | 22412/33666 [13:47<06:55, 27.09it/s, loss=3.21, v_num=0]
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    Epoch 3:  67%|██████▋   | 22413/33666 [13:47<06:55, 27.09it/s, loss=3.16, v_num=0]
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    Epoch 3:  67%|██████▋   | 22414/33666 [13:47<06:55, 27.09it/s, loss=3.24, v_num=0]
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    Epoch 3:  67%|██████▋   | 22415/33666 [13:47<06:55, 27.09it/s, loss=3.32, v_num=0]
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    Epoch 3:  67%|██████▋   | 22416/33666 [13:47<06:55, 27.09it/s, loss=3.25, v_num=0]
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    Epoch 3:  67%|██████▋   | 22417/33666 [13:47<06:55, 27.09it/s, loss=3.24, v_num=0]
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    Epoch 3:  67%|██████▋   | 22418/33666 [13:47<06:55, 27.09it/s, loss=3.23, v_num=0]
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    Epoch 3:  68%|██████▊   | 22895/33666 [14:05<06:37, 27.09it/s, loss=3.44, v_num=0]
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    Epoch 3:  68%|██████▊   | 22946/33666 [14:06<06:35, 27.09it/s, loss=2.96, v_num=0]
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    Epoch 3:  68%|██████▊   | 22947/33666 [14:07<06:35, 27.09it/s, loss=2.95, v_num=0]
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    Epoch 3:  68%|██████▊   | 22948/33666 [14:07<06:35, 27.09it/s, loss=2.98, v_num=0]
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    Epoch 3:  68%|██████▊   | 22949/33666 [14:07<06:35, 27.09it/s, loss=3.03, v_num=0]
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    Epoch 3:  68%|██████▊   | 22951/33666 [14:07<06:35, 27.09it/s, loss=2.9, v_num=0] 
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    Epoch 3:  68%|██████▊   | 22956/33666 [14:07<06:35, 27.09it/s, loss=2.91, v_num=0]
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    Epoch 3:  68%|██████▊   | 22957/33666 [14:07<06:35, 27.09it/s, loss=2.87, v_num=0]
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    Epoch 3:  68%|██████▊   | 22958/33666 [14:07<06:35, 27.09it/s, loss=2.89, v_num=0]
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    Epoch 3:  68%|██████▊   | 22959/33666 [14:07<06:35, 27.09it/s, loss=2.87, v_num=0]
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    Epoch 3:  68%|██████▊   | 22960/33666 [14:07<06:35, 27.09it/s, loss=2.91, v_num=0]
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    Epoch 3:  68%|██████▊   | 22961/33666 [14:07<06:35, 27.09it/s, loss=2.87, v_num=0]
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    Epoch 3:  68%|██████▊   | 22963/33666 [14:07<06:35, 27.09it/s, loss=2.75, v_num=0]
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    Epoch 3:  68%|██████▊   | 22964/33666 [14:07<06:35, 27.09it/s, loss=2.71, v_num=0]
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    Epoch 3:  68%|██████▊   | 22965/33666 [14:07<06:34, 27.09it/s, loss=2.79, v_num=0]
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    Epoch 3:  68%|██████▊   | 22966/33666 [14:07<06:34, 27.09it/s, loss=2.87, v_num=0]
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    Epoch 3:  68%|██████▊   | 22968/33666 [14:07<06:34, 27.09it/s, loss=2.87, v_num=0]
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    Epoch 3:  68%|██████▊   | 22970/33666 [14:07<06:34, 27.09it/s, loss=3.09, v_num=0]
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    Epoch 3:  68%|██████▊   | 22979/33666 [14:08<06:34, 27.09it/s, loss=3.1, v_num=0] 
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    Epoch 3:  71%|███████   | 23826/33666 [14:40<06:03, 27.06it/s, loss=3.11, v_num=0]
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    Epoch 3:  71%|███████   | 23827/33666 [14:40<06:03, 27.06it/s, loss=3.15, v_num=0]
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    Epoch 3:  71%|███████   | 23828/33666 [14:40<06:03, 27.06it/s, loss=3.19, v_num=0]
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    Epoch 3:  71%|███████   | 23829/33666 [14:40<06:03, 27.06it/s, loss=3.11, v_num=0]
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    Epoch 3:  71%|███████   | 23830/33666 [14:40<06:03, 27.06it/s, loss=3.14, v_num=0]
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    Epoch 3:  71%|███████   | 23833/33666 [14:40<06:03, 27.06it/s, loss=3.11, v_num=0]
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    Epoch 3:  71%|███████   | 23834/33666 [14:40<06:03, 27.06it/s, loss=3.1, v_num=0] 
    Epoch 3:  71%|███████   | 23835/33666 [14:40<06:03, 27.06it/s, loss=3.1, v_num=0]
    Epoch 3:  71%|███████   | 23835/33666 [14:40<06:03, 27.06it/s, loss=3.2, v_num=0]
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    Epoch 3:  71%|███████   | 23836/33666 [14:40<06:03, 27.06it/s, loss=3.18, v_num=0]
    Epoch 3:  71%|███████   | 23837/33666 [14:40<06:03, 27.06it/s, loss=3.18, v_num=0]
    Epoch 3:  71%|███████   | 23837/33666 [14:40<06:03, 27.06it/s, loss=3.22, v_num=0]
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    Epoch 3:  71%|███████   | 23838/33666 [14:40<06:03, 27.06it/s, loss=3.14, v_num=0]
    Epoch 3:  71%|███████   | 23839/33666 [14:40<06:03, 27.06it/s, loss=3.14, v_num=0]
    Epoch 3:  71%|███████   | 23839/33666 [14:40<06:03, 27.06it/s, loss=3.24, v_num=0]
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    Epoch 3:  71%|███████   | 23840/33666 [14:41<06:03, 27.06it/s, loss=3.24, v_num=0]
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    Epoch 3:  71%|███████   | 23843/33666 [14:41<06:03, 27.06it/s, loss=3.14, v_num=0]
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    Epoch 3:  71%|███████   | 23844/33666 [14:41<06:02, 27.06it/s, loss=3.12, v_num=0]
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    Epoch 3:  71%|███████   | 23847/33666 [14:41<06:02, 27.06it/s, loss=3.24, v_num=0]
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    Epoch 3:  71%|███████   | 23848/33666 [14:41<06:02, 27.06it/s, loss=3.22, v_num=0]
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    Epoch 3:  71%|███████   | 23849/33666 [14:41<06:02, 27.06it/s, loss=3.26, v_num=0]
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    Epoch 3:  71%|███████   | 23854/33666 [14:41<06:02, 27.06it/s, loss=3.2, v_num=0] 
    Epoch 3:  71%|███████   | 23855/33666 [14:41<06:02, 27.06it/s, loss=3.2, v_num=0]
    Epoch 3:  71%|███████   | 23855/33666 [14:41<06:02, 27.06it/s, loss=3.28, v_num=0]
    Epoch 3:  71%|███████   | 23856/33666 [14:41<06:02, 27.06it/s, loss=3.28, v_num=0]
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    Epoch 3:  71%|███████   | 23857/33666 [14:41<06:02, 27.06it/s, loss=3.21, v_num=0]
    Epoch 3:  71%|███████   | 23857/33666 [14:41<06:02, 27.06it/s, loss=3.2, v_num=0] 
    Epoch 3:  71%|███████   | 23858/33666 [14:41<06:02, 27.06it/s, loss=3.2, v_num=0]
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    Epoch 3:  71%|███████▏  | 24027/33666 [14:47<05:56, 27.06it/s, loss=3.51, v_num=0]
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    Epoch 3:  71%|███████▏  | 24029/33666 [14:47<05:56, 27.06it/s, loss=3.5, v_num=0]
    Epoch 3:  71%|███████▏  | 24029/33666 [14:47<05:56, 27.06it/s, loss=3.53, v_num=0]
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    Epoch 3:  71%|███████▏  | 24030/33666 [14:47<05:56, 27.06it/s, loss=3.53, v_num=0]
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    Epoch 3:  71%|███████▏  | 24031/33666 [14:48<05:56, 27.06it/s, loss=3.5, v_num=0] 
    Epoch 3:  71%|███████▏  | 24032/33666 [14:48<05:56, 27.06it/s, loss=3.5, v_num=0]
    Epoch 3:  71%|███████▏  | 24032/33666 [14:48<05:56, 27.06it/s, loss=3.43, v_num=0]
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    Epoch 3:  71%|███████▏  | 24033/33666 [14:48<05:55, 27.06it/s, loss=3.53, v_num=0]
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    Epoch 3:  71%|███████▏  | 24034/33666 [14:48<05:55, 27.06it/s, loss=3.46, v_num=0]
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    Epoch 3:  71%|███████▏  | 24035/33666 [14:48<05:55, 27.06it/s, loss=3.52, v_num=0]
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    Epoch 3:  71%|███████▏  | 24036/33666 [14:48<05:55, 27.06it/s, loss=3.55, v_num=0]
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    Epoch 3:  71%|███████▏  | 24037/33666 [14:48<05:55, 27.06it/s, loss=3.49, v_num=0]
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    Epoch 3:  71%|███████▏  | 24038/33666 [14:48<05:55, 27.06it/s, loss=3.42, v_num=0]
    Epoch 3:  71%|███████▏  | 24039/33666 [14:48<05:55, 27.06it/s, loss=3.42, v_num=0]
    Epoch 3:  71%|███████▏  | 24039/33666 [14:48<05:55, 27.06it/s, loss=3.52, v_num=0]
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    Epoch 3:  71%|███████▏  | 24040/33666 [14:48<05:55, 27.06it/s, loss=3.58, v_num=0]
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    Epoch 3:  71%|███████▏  | 24041/33666 [14:48<05:55, 27.06it/s, loss=3.48, v_num=0]
    Epoch 3:  71%|███████▏  | 24042/33666 [14:48<05:55, 27.06it/s, loss=3.48, v_num=0]
    Epoch 3:  71%|███████▏  | 24042/33666 [14:48<05:55, 27.06it/s, loss=3.53, v_num=0]
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    Epoch 3:  71%|███████▏  | 24043/33666 [14:48<05:55, 27.06it/s, loss=3.48, v_num=0]
    Epoch 3:  71%|███████▏  | 24044/33666 [14:48<05:55, 27.06it/s, loss=3.48, v_num=0]
    Epoch 3:  71%|███████▏  | 24044/33666 [14:48<05:55, 27.06it/s, loss=3.63, v_num=0]
    Epoch 3:  71%|███████▏  | 24045/33666 [14:48<05:55, 27.06it/s, loss=3.63, v_num=0]
    Epoch 3:  71%|███████▏  | 24045/33666 [14:48<05:55, 27.06it/s, loss=3.69, v_num=0]
    Epoch 3:  71%|███████▏  | 24046/33666 [14:48<05:55, 27.06it/s, loss=3.69, v_num=0]
    Epoch 3:  71%|███████▏  | 24046/33666 [14:48<05:55, 27.06it/s, loss=3.66, v_num=0]
    Epoch 3:  71%|███████▏  | 24047/33666 [14:48<05:55, 27.06it/s, loss=3.66, v_num=0]
    Epoch 3:  71%|███████▏  | 24047/33666 [14:48<05:55, 27.06it/s, loss=3.6, v_num=0] 
    Epoch 3:  71%|███████▏  | 24048/33666 [14:48<05:55, 27.06it/s, loss=3.6, v_num=0]
    Epoch 3:  71%|███████▏  | 24048/33666 [14:48<05:55, 27.06it/s, loss=3.55, v_num=0]
    Epoch 3:  71%|███████▏  | 24049/33666 [14:48<05:55, 27.06it/s, loss=3.55, v_num=0]
    Epoch 3:  71%|███████▏  | 24049/33666 [14:48<05:55, 27.06it/s, loss=3.49, v_num=0]
    Epoch 3:  71%|███████▏  | 24050/33666 [14:48<05:55, 27.06it/s, loss=3.49, v_num=0]
    Epoch 3:  71%|███████▏  | 24050/33666 [14:48<05:55, 27.06it/s, loss=3.49, v_num=0]
    Epoch 3:  71%|███████▏  | 24051/33666 [14:48<05:55, 27.06it/s, loss=3.49, v_num=0]
    Epoch 3:  71%|███████▏  | 24051/33666 [14:48<05:55, 27.06it/s, loss=3.48, v_num=0]
    Epoch 3:  71%|███████▏  | 24052/33666 [14:48<05:55, 27.06it/s, loss=3.48, v_num=0]
    Epoch 3:  71%|███████▏  | 24052/33666 [14:48<05:55, 27.06it/s, loss=3.43, v_num=0]
    Epoch 3:  71%|███████▏  | 24053/33666 [14:48<05:55, 27.06it/s, loss=3.43, v_num=0]
    Epoch 3:  71%|███████▏  | 24053/33666 [14:48<05:55, 27.06it/s, loss=3.35, v_num=0]
    Epoch 3:  71%|███████▏  | 24054/33666 [14:48<05:55, 27.06it/s, loss=3.35, v_num=0]
    Epoch 3:  71%|███████▏  | 24054/33666 [14:48<05:55, 27.06it/s, loss=3.35, v_num=0]
    Epoch 3:  71%|███████▏  | 24055/33666 [14:48<05:55, 27.06it/s, loss=3.35, v_num=0]
    Epoch 3:  71%|███████▏  | 24055/33666 [14:48<05:55, 27.06it/s, loss=3.43, v_num=0]
    Epoch 3:  71%|███████▏  | 24056/33666 [14:48<05:55, 27.06it/s, loss=3.43, v_num=0]
    Epoch 3:  71%|███████▏  | 24056/33666 [14:48<05:55, 27.06it/s, loss=3.51, v_num=0]
    Epoch 3:  71%|███████▏  | 24057/33666 [14:49<05:55, 27.06it/s, loss=3.51, v_num=0]
    Epoch 3:  71%|███████▏  | 24057/33666 [14:49<05:55, 27.06it/s, loss=3.47, v_num=0]
    Epoch 3:  71%|███████▏  | 24058/33666 [14:49<05:55, 27.06it/s, loss=3.47, v_num=0]
    Epoch 3:  71%|███████▏  | 24058/33666 [14:49<05:55, 27.06it/s, loss=3.4, v_num=0] 
    Epoch 3:  71%|███████▏  | 24059/33666 [14:49<05:55, 27.06it/s, loss=3.4, v_num=0]
    Epoch 3:  71%|███████▏  | 24059/33666 [14:49<05:55, 27.06it/s, loss=3.29, v_num=0]
    Epoch 3:  71%|███████▏  | 24060/33666 [14:49<05:54, 27.06it/s, loss=3.29, v_num=0]
    Epoch 3:  71%|███████▏  | 24060/33666 [14:49<05:54, 27.06it/s, loss=3.32, v_num=0]
    Epoch 3:  71%|███████▏  | 24061/33666 [14:49<05:54, 27.06it/s, loss=3.32, v_num=0]
    Epoch 3:  71%|███████▏  | 24061/33666 [14:49<05:54, 27.06it/s, loss=3.46, v_num=0]
    Epoch 3:  71%|███████▏  | 24062/33666 [14:49<05:54, 27.06it/s, loss=3.46, v_num=0]
    Epoch 3:  71%|███████▏  | 24062/33666 [14:49<05:54, 27.06it/s, loss=3.44, v_num=0]
    Epoch 3:  71%|███████▏  | 24063/33666 [14:49<05:54, 27.06it/s, loss=3.44, v_num=0]
    Epoch 3:  71%|███████▏  | 24063/33666 [14:49<05:54, 27.06it/s, loss=3.44, v_num=0]
    Epoch 3:  71%|███████▏  | 24064/33666 [14:49<05:54, 27.06it/s, loss=3.44, v_num=0]
    Epoch 3:  71%|███████▏  | 24064/33666 [14:49<05:54, 27.06it/s, loss=3.27, v_num=0]
    Epoch 3:  71%|███████▏  | 24065/33666 [14:49<05:54, 27.06it/s, loss=3.27, v_num=0]
    Epoch 3:  71%|███████▏  | 24065/33666 [14:49<05:54, 27.06it/s, loss=3.28, v_num=0]
    Epoch 3:  71%|███████▏  | 24066/33666 [14:49<05:54, 27.06it/s, loss=3.28, v_num=0]
    Epoch 3:  71%|███████▏  | 24066/33666 [14:49<05:54, 27.06it/s, loss=3.36, v_num=0]
    Epoch 3:  71%|███████▏  | 24067/33666 [14:49<05:54, 27.06it/s, loss=3.36, v_num=0]
    Epoch 3:  71%|███████▏  | 24067/33666 [14:49<05:54, 27.06it/s, loss=3.37, v_num=0]
    Epoch 3:  71%|███████▏  | 24068/33666 [14:49<05:54, 27.06it/s, loss=3.37, v_num=0]
    Epoch 3:  71%|███████▏  | 24068/33666 [14:49<05:54, 27.06it/s, loss=3.43, v_num=0]
    Epoch 3:  71%|███████▏  | 24069/33666 [14:49<05:54, 27.06it/s, loss=3.43, v_num=0]
    Epoch 3:  71%|███████▏  | 24069/33666 [14:49<05:54, 27.06it/s, loss=3.55, v_num=0]
    Epoch 3:  71%|███████▏  | 24070/33666 [14:49<05:54, 27.06it/s, loss=3.55, v_num=0]
    Epoch 3:  71%|███████▏  | 24070/33666 [14:49<05:54, 27.06it/s, loss=3.51, v_num=0]
    Epoch 3:  71%|███████▏  | 24071/33666 [14:49<05:54, 27.06it/s, loss=3.51, v_num=0]
    Epoch 3:  71%|███████▏  | 24071/33666 [14:49<05:54, 27.06it/s, loss=3.53, v_num=0]
    Epoch 3:  72%|███████▏  | 24072/33666 [14:49<05:54, 27.06it/s, loss=3.53, v_num=0]
    Epoch 3:  72%|███████▏  | 24072/33666 [14:49<05:54, 27.06it/s, loss=3.57, v_num=0]
    Epoch 3:  72%|███████▏  | 24073/33666 [14:49<05:54, 27.06it/s, loss=3.57, v_num=0]
    Epoch 3:  72%|███████▏  | 24073/33666 [14:49<05:54, 27.06it/s, loss=3.55, v_num=0]
    Epoch 3:  72%|███████▏  | 24074/33666 [14:49<05:54, 27.06it/s, loss=3.55, v_num=0]
    Epoch 3:  72%|███████▏  | 24074/33666 [14:49<05:54, 27.06it/s, loss=3.62, v_num=0]
    Epoch 3:  72%|███████▏  | 24075/33666 [14:49<05:54, 27.06it/s, loss=3.62, v_num=0]
    Epoch 3:  72%|███████▏  | 24075/33666 [14:49<05:54, 27.06it/s, loss=3.56, v_num=0]
    Epoch 3:  72%|███████▏  | 24076/33666 [14:49<05:54, 27.06it/s, loss=3.56, v_num=0]
    Epoch 3:  72%|███████▏  | 24076/33666 [14:49<05:54, 27.06it/s, loss=3.52, v_num=0]
    Epoch 3:  72%|███████▏  | 24077/33666 [14:49<05:54, 27.06it/s, loss=3.52, v_num=0]
    Epoch 3:  72%|███████▏  | 24077/33666 [14:49<05:54, 27.06it/s, loss=3.54, v_num=0]
    Epoch 3:  72%|███████▏  | 24078/33666 [14:49<05:54, 27.06it/s, loss=3.54, v_num=0]
    Epoch 3:  72%|███████▏  | 24078/33666 [14:49<05:54, 27.06it/s, loss=3.63, v_num=0]
    Epoch 3:  72%|███████▏  | 24079/33666 [14:49<05:54, 27.06it/s, loss=3.63, v_num=0]
    Epoch 3:  72%|███████▏  | 24079/33666 [14:49<05:54, 27.06it/s, loss=3.71, v_num=0]
    Epoch 3:  72%|███████▏  | 24080/33666 [14:49<05:54, 27.06it/s, loss=3.71, v_num=0]
    Epoch 3:  72%|███████▏  | 24080/33666 [14:49<05:54, 27.06it/s, loss=3.59, v_num=0]
    Epoch 3:  72%|███████▏  | 24081/33666 [14:49<05:54, 27.06it/s, loss=3.59, v_num=0]
    Epoch 3:  72%|███████▏  | 24081/33666 [14:49<05:54, 27.06it/s, loss=3.54, v_num=0]
    Epoch 3:  72%|███████▏  | 24082/33666 [14:49<05:54, 27.06it/s, loss=3.54, v_num=0]
    Epoch 3:  72%|███████▏  | 24082/33666 [14:49<05:54, 27.06it/s, loss=3.58, v_num=0]
    Epoch 3:  72%|███████▏  | 24083/33666 [14:49<05:54, 27.06it/s, loss=3.58, v_num=0]
    Epoch 3:  72%|███████▏  | 24083/33666 [14:49<05:54, 27.06it/s, loss=3.48, v_num=0]
    Epoch 3:  72%|███████▏  | 24084/33666 [14:50<05:54, 27.06it/s, loss=3.48, v_num=0]
    Epoch 3:  72%|███████▏  | 24084/33666 [14:50<05:54, 27.06it/s, loss=3.51, v_num=0]
    Epoch 3:  72%|███████▏  | 24085/33666 [14:50<05:54, 27.06it/s, loss=3.51, v_num=0]
    Epoch 3:  72%|███████▏  | 24085/33666 [14:50<05:54, 27.06it/s, loss=3.56, v_num=0]
    Epoch 3:  72%|███████▏  | 24086/33666 [14:50<05:54, 27.06it/s, loss=3.56, v_num=0]
    Epoch 3:  72%|███████▏  | 24086/33666 [14:50<05:54, 27.06it/s, loss=3.47, v_num=0]
    Epoch 3:  72%|███████▏  | 24087/33666 [14:50<05:53, 27.06it/s, loss=3.47, v_num=0]
    Epoch 3:  72%|███████▏  | 24087/33666 [14:50<05:53, 27.06it/s, loss=3.48, v_num=0]
    Epoch 3:  72%|███████▏  | 24088/33666 [14:50<05:53, 27.06it/s, loss=3.48, v_num=0]
    Epoch 3:  72%|███████▏  | 24088/33666 [14:50<05:53, 27.06it/s, loss=3.49, v_num=0]
    Epoch 3:  72%|███████▏  | 24089/33666 [14:50<05:53, 27.06it/s, loss=3.49, v_num=0]
    Epoch 3:  72%|███████▏  | 24089/33666 [14:50<05:53, 27.06it/s, loss=3.34, v_num=0]
    Epoch 3:  72%|███████▏  | 24090/33666 [14:50<05:53, 27.06it/s, loss=3.34, v_num=0]
    Epoch 3:  72%|███████▏  | 24090/33666 [14:50<05:53, 27.06it/s, loss=3.42, v_num=0]
    Epoch 3:  72%|███████▏  | 24091/33666 [14:50<05:53, 27.06it/s, loss=3.42, v_num=0]
    Epoch 3:  72%|███████▏  | 24091/33666 [14:50<05:53, 27.06it/s, loss=3.45, v_num=0]
    Epoch 3:  72%|███████▏  | 24092/33666 [14:50<05:53, 27.06it/s, loss=3.45, v_num=0]
    Epoch 3:  72%|███████▏  | 24092/33666 [14:50<05:53, 27.06it/s, loss=3.54, v_num=0]
    Epoch 3:  72%|███████▏  | 24093/33666 [14:50<05:53, 27.06it/s, loss=3.54, v_num=0]
    Epoch 3:  72%|███████▏  | 24093/33666 [14:50<05:53, 27.06it/s, loss=3.65, v_num=0]
    Epoch 3:  72%|███████▏  | 24094/33666 [14:50<05:53, 27.06it/s, loss=3.65, v_num=0]
    Epoch 3:  72%|███████▏  | 24094/33666 [14:50<05:53, 27.06it/s, loss=3.64, v_num=0]
    Epoch 3:  72%|███████▏  | 24095/33666 [14:50<05:53, 27.06it/s, loss=3.64, v_num=0]
    Epoch 3:  72%|███████▏  | 24095/33666 [14:50<05:53, 27.06it/s, loss=3.58, v_num=0]
    Epoch 3:  72%|███████▏  | 24096/33666 [14:50<05:53, 27.06it/s, loss=3.58, v_num=0]
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    Epoch 3:  72%|███████▏  | 24105/33666 [14:50<05:53, 27.06it/s, loss=3.54, v_num=0]
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    Epoch 3:  72%|███████▏  | 24107/33666 [14:50<05:53, 27.06it/s, loss=3.5, v_num=0] 
    Epoch 3:  72%|███████▏  | 24108/33666 [14:50<05:53, 27.06it/s, loss=3.5, v_num=0]
    Epoch 3:  72%|███████▏  | 24108/33666 [14:50<05:53, 27.06it/s, loss=3.47, v_num=0]
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    Epoch 3:  72%|███████▏  | 24109/33666 [14:50<05:53, 27.06it/s, loss=3.48, v_num=0]
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    Epoch 3:  72%|███████▏  | 24110/33666 [14:51<05:53, 27.06it/s, loss=3.49, v_num=0]
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    Epoch 3:  72%|███████▏  | 24111/33666 [14:51<05:53, 27.06it/s, loss=3.44, v_num=0]
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    Epoch 3:  72%|███████▏  | 24112/33666 [14:51<05:53, 27.06it/s, loss=3.42, v_num=0]
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    Epoch 3:  72%|███████▏  | 24113/33666 [14:51<05:53, 27.06it/s, loss=3.42, v_num=0]
    Epoch 3:  72%|███████▏  | 24114/33666 [14:51<05:53, 27.06it/s, loss=3.42, v_num=0]
    Epoch 3:  72%|███████▏  | 24114/33666 [14:51<05:53, 27.06it/s, loss=3.31, v_num=0]
    Epoch 3:  72%|███████▏  | 24115/33666 [14:51<05:52, 27.06it/s, loss=3.31, v_num=0]
    Epoch 3:  72%|███████▏  | 24115/33666 [14:51<05:52, 27.06it/s, loss=3.34, v_num=0]
    Epoch 3:  72%|███████▏  | 24116/33666 [14:51<05:52, 27.06it/s, loss=3.34, v_num=0]
    Epoch 3:  72%|███████▏  | 24116/33666 [14:51<05:52, 27.06it/s, loss=3.28, v_num=0]
    Epoch 3:  72%|███████▏  | 24117/33666 [14:51<05:52, 27.06it/s, loss=3.28, v_num=0]
    Epoch 3:  72%|███████▏  | 24117/33666 [14:51<05:52, 27.06it/s, loss=3.29, v_num=0]
    Epoch 3:  72%|███████▏  | 24118/33666 [14:51<05:52, 27.06it/s, loss=3.29, v_num=0]
    Epoch 3:  72%|███████▏  | 24118/33666 [14:51<05:52, 27.06it/s, loss=3.28, v_num=0]
    Epoch 3:  72%|███████▏  | 24119/33666 [14:51<05:52, 27.06it/s, loss=3.28, v_num=0]
    Epoch 3:  72%|███████▏  | 24119/33666 [14:51<05:52, 27.06it/s, loss=3.29, v_num=0]
    Epoch 3:  72%|███████▏  | 24120/33666 [14:51<05:52, 27.06it/s, loss=3.29, v_num=0]
    Epoch 3:  72%|███████▏  | 24120/33666 [14:51<05:52, 27.06it/s, loss=3.31, v_num=0]
    Epoch 3:  72%|███████▏  | 24121/33666 [14:51<05:52, 27.06it/s, loss=3.31, v_num=0]
    Epoch 3:  72%|███████▏  | 24121/33666 [14:51<05:52, 27.06it/s, loss=3.37, v_num=0]
    Epoch 3:  72%|███████▏  | 24122/33666 [14:51<05:52, 27.06it/s, loss=3.37, v_num=0]
    Epoch 3:  72%|███████▏  | 24122/33666 [14:51<05:52, 27.06it/s, loss=3.32, v_num=0]
    Epoch 3:  72%|███████▏  | 24123/33666 [14:51<05:52, 27.06it/s, loss=3.32, v_num=0]
    Epoch 3:  72%|███████▏  | 24123/33666 [14:51<05:52, 27.06it/s, loss=3.21, v_num=0]
    Epoch 3:  72%|███████▏  | 24124/33666 [14:51<05:52, 27.06it/s, loss=3.21, v_num=0]
    Epoch 3:  72%|███████▏  | 24124/33666 [14:51<05:52, 27.06it/s, loss=3.18, v_num=0]
    Epoch 3:  72%|███████▏  | 24125/33666 [14:51<05:52, 27.06it/s, loss=3.18, v_num=0]
    Epoch 3:  72%|███████▏  | 24125/33666 [14:51<05:52, 27.06it/s, loss=3.06, v_num=0]
    Epoch 3:  72%|███████▏  | 24126/33666 [14:51<05:52, 27.06it/s, loss=3.06, v_num=0]
    Epoch 3:  72%|███████▏  | 24126/33666 [14:51<05:52, 27.06it/s, loss=3.15, v_num=0]
    Epoch 3:  72%|███████▏  | 24127/33666 [14:51<05:52, 27.06it/s, loss=3.15, v_num=0]
    Epoch 3:  72%|███████▏  | 24127/33666 [14:51<05:52, 27.06it/s, loss=3.21, v_num=0]
    Epoch 3:  72%|███████▏  | 24128/33666 [14:51<05:52, 27.06it/s, loss=3.21, v_num=0]
    Epoch 3:  72%|███████▏  | 24128/33666 [14:51<05:52, 27.06it/s, loss=3.22, v_num=0]
    Epoch 3:  72%|███████▏  | 24129/33666 [14:51<05:52, 27.06it/s, loss=3.22, v_num=0]
    Epoch 3:  72%|███████▏  | 24129/33666 [14:51<05:52, 27.06it/s, loss=3.25, v_num=0]
    Epoch 3:  72%|███████▏  | 24130/33666 [14:51<05:52, 27.06it/s, loss=3.25, v_num=0]
    Epoch 3:  72%|███████▏  | 24130/33666 [14:51<05:52, 27.06it/s, loss=3.22, v_num=0]
    Epoch 3:  72%|███████▏  | 24131/33666 [14:51<05:52, 27.06it/s, loss=3.22, v_num=0]
    Epoch 3:  72%|███████▏  | 24131/33666 [14:51<05:52, 27.06it/s, loss=3.18, v_num=0]
    Epoch 3:  72%|███████▏  | 24132/33666 [14:51<05:52, 27.06it/s, loss=3.18, v_num=0]
    Epoch 3:  72%|███████▏  | 24132/33666 [14:51<05:52, 27.06it/s, loss=3.17, v_num=0]
    Epoch 3:  72%|███████▏  | 24133/33666 [14:51<05:52, 27.06it/s, loss=3.17, v_num=0]
    Epoch 3:  72%|███████▏  | 24133/33666 [14:51<05:52, 27.06it/s, loss=3.18, v_num=0]
    Epoch 3:  72%|███████▏  | 24134/33666 [14:51<05:52, 27.06it/s, loss=3.18, v_num=0]
    Epoch 3:  72%|███████▏  | 24134/33666 [14:51<05:52, 27.06it/s, loss=3.19, v_num=0]
    Epoch 3:  72%|███████▏  | 24135/33666 [14:51<05:52, 27.06it/s, loss=3.19, v_num=0]
    Epoch 3:  72%|███████▏  | 24135/33666 [14:51<05:52, 27.06it/s, loss=3.19, v_num=0]
    Epoch 3:  72%|███████▏  | 24136/33666 [14:51<05:52, 27.06it/s, loss=3.19, v_num=0]
    Epoch 3:  72%|███████▏  | 24136/33666 [14:51<05:52, 27.06it/s, loss=3.33, v_num=0]
    Epoch 3:  72%|███████▏  | 24137/33666 [14:52<05:52, 27.06it/s, loss=3.33, v_num=0]
    Epoch 3:  72%|███████▏  | 24137/33666 [14:52<05:52, 27.06it/s, loss=3.29, v_num=0]
    Epoch 3:  72%|███████▏  | 24138/33666 [14:52<05:52, 27.06it/s, loss=3.29, v_num=0]
    Epoch 3:  72%|███████▏  | 24138/33666 [14:52<05:52, 27.06it/s, loss=3.23, v_num=0]
    Epoch 3:  72%|███████▏  | 24139/33666 [14:52<05:52, 27.06it/s, loss=3.23, v_num=0]
    Epoch 3:  72%|███████▏  | 24139/33666 [14:52<05:52, 27.06it/s, loss=3.17, v_num=0]
    Epoch 3:  72%|███████▏  | 24140/33666 [14:52<05:52, 27.06it/s, loss=3.17, v_num=0]
    Epoch 3:  72%|███████▏  | 24140/33666 [14:52<05:52, 27.06it/s, loss=3.21, v_num=0]
    Epoch 3:  72%|███████▏  | 24141/33666 [14:52<05:52, 27.06it/s, loss=3.21, v_num=0]
    Epoch 3:  72%|███████▏  | 24141/33666 [14:52<05:52, 27.06it/s, loss=3.27, v_num=0]
    Epoch 3:  72%|███████▏  | 24142/33666 [14:52<05:51, 27.06it/s, loss=3.27, v_num=0]
    Epoch 3:  72%|███████▏  | 24142/33666 [14:52<05:51, 27.06it/s, loss=3.35, v_num=0]
    Epoch 3:  72%|███████▏  | 24143/33666 [14:52<05:51, 27.06it/s, loss=3.35, v_num=0]
    Epoch 3:  72%|███████▏  | 24143/33666 [14:52<05:51, 27.06it/s, loss=3.34, v_num=0]
    Epoch 3:  72%|███████▏  | 24144/33666 [14:52<05:51, 27.06it/s, loss=3.34, v_num=0]
    Epoch 3:  72%|███████▏  | 24144/33666 [14:52<05:51, 27.06it/s, loss=3.35, v_num=0]
    Epoch 3:  72%|███████▏  | 24145/33666 [14:52<05:51, 27.06it/s, loss=3.35, v_num=0]
    Epoch 3:  72%|███████▏  | 24145/33666 [14:52<05:51, 27.06it/s, loss=3.44, v_num=0]
    Epoch 3:  72%|███████▏  | 24146/33666 [14:52<05:51, 27.06it/s, loss=3.44, v_num=0]
    Epoch 3:  72%|███████▏  | 24146/33666 [14:52<05:51, 27.06it/s, loss=3.31, v_num=0]
    Epoch 3:  72%|███████▏  | 24147/33666 [14:52<05:51, 27.06it/s, loss=3.31, v_num=0]
    Epoch 3:  72%|███████▏  | 24147/33666 [14:52<05:51, 27.06it/s, loss=3.3, v_num=0] 
    Epoch 3:  72%|███████▏  | 24148/33666 [14:52<05:51, 27.06it/s, loss=3.3, v_num=0]
    Epoch 3:  72%|███████▏  | 24148/33666 [14:52<05:51, 27.06it/s, loss=3.33, v_num=0]
    Epoch 3:  72%|███████▏  | 24149/33666 [14:52<05:51, 27.06it/s, loss=3.33, v_num=0]
    Epoch 3:  72%|███████▏  | 24149/33666 [14:52<05:51, 27.06it/s, loss=3.35, v_num=0]
    Epoch 3:  72%|███████▏  | 24150/33666 [14:52<05:51, 27.06it/s, loss=3.35, v_num=0]
    Epoch 3:  72%|███████▏  | 24150/33666 [14:52<05:51, 27.06it/s, loss=3.27, v_num=0]
    Epoch 3:  72%|███████▏  | 24151/33666 [14:52<05:51, 27.06it/s, loss=3.27, v_num=0]
    Epoch 3:  72%|███████▏  | 24151/33666 [14:52<05:51, 27.06it/s, loss=3.34, v_num=0]
    Epoch 3:  72%|███████▏  | 24152/33666 [14:52<05:51, 27.06it/s, loss=3.34, v_num=0]
    Epoch 3:  72%|███████▏  | 24152/33666 [14:52<05:51, 27.06it/s, loss=3.28, v_num=0]
    Epoch 3:  72%|███████▏  | 24153/33666 [14:52<05:51, 27.06it/s, loss=3.28, v_num=0]
    Epoch 3:  72%|███████▏  | 24153/33666 [14:52<05:51, 27.06it/s, loss=3.26, v_num=0]
    Epoch 3:  72%|███████▏  | 24154/33666 [14:52<05:51, 27.06it/s, loss=3.26, v_num=0]
    Epoch 3:  72%|███████▏  | 24154/33666 [14:52<05:51, 27.06it/s, loss=3.23, v_num=0]
    Epoch 3:  72%|███████▏  | 24155/33666 [14:52<05:51, 27.06it/s, loss=3.23, v_num=0]
    Epoch 3:  72%|███████▏  | 24155/33666 [14:52<05:51, 27.06it/s, loss=3.23, v_num=0]
    Epoch 3:  72%|███████▏  | 24156/33666 [14:52<05:51, 27.06it/s, loss=3.23, v_num=0]
    Epoch 3:  72%|███████▏  | 24156/33666 [14:52<05:51, 27.06it/s, loss=3.18, v_num=0]
    Epoch 3:  72%|███████▏  | 24157/33666 [14:52<05:51, 27.06it/s, loss=3.18, v_num=0]
    Epoch 3:  72%|███████▏  | 24157/33666 [14:52<05:51, 27.06it/s, loss=3.29, v_num=0]
    Epoch 3:  72%|███████▏  | 24158/33666 [14:52<05:51, 27.06it/s, loss=3.29, v_num=0]
    Epoch 3:  72%|███████▏  | 24158/33666 [14:52<05:51, 27.06it/s, loss=3.29, v_num=0]
    Epoch 3:  72%|███████▏  | 24159/33666 [14:52<05:51, 27.06it/s, loss=3.29, v_num=0]
    Epoch 3:  72%|███████▏  | 24159/33666 [14:52<05:51, 27.06it/s, loss=3.34, v_num=0]
    Epoch 3:  72%|███████▏  | 24160/33666 [14:52<05:51, 27.06it/s, loss=3.34, v_num=0]
    Epoch 3:  72%|███████▏  | 24160/33666 [14:52<05:51, 27.06it/s, loss=3.22, v_num=0]
    Epoch 3:  72%|███████▏  | 24161/33666 [14:52<05:51, 27.06it/s, loss=3.22, v_num=0]
    Epoch 3:  72%|███████▏  | 24161/33666 [14:52<05:51, 27.06it/s, loss=3.12, v_num=0]
    Epoch 3:  72%|███████▏  | 24162/33666 [14:52<05:51, 27.06it/s, loss=3.12, v_num=0]
    Epoch 3:  72%|███████▏  | 24162/33666 [14:52<05:51, 27.06it/s, loss=3.17, v_num=0]
    Epoch 3:  72%|███████▏  | 24163/33666 [14:53<05:51, 27.06it/s, loss=3.17, v_num=0]
    Epoch 3:  72%|███████▏  | 24163/33666 [14:53<05:51, 27.06it/s, loss=3.19, v_num=0]
    Epoch 3:  72%|███████▏  | 24164/33666 [14:53<05:51, 27.06it/s, loss=3.19, v_num=0]
    Epoch 3:  72%|███████▏  | 24164/33666 [14:53<05:51, 27.06it/s, loss=3.17, v_num=0]
    Epoch 3:  72%|███████▏  | 24165/33666 [14:53<05:51, 27.06it/s, loss=3.17, v_num=0]
    Epoch 3:  72%|███████▏  | 24165/33666 [14:53<05:51, 27.06it/s, loss=3.23, v_num=0]
    Epoch 3:  72%|███████▏  | 24166/33666 [14:53<05:51, 27.06it/s, loss=3.23, v_num=0]
    Epoch 3:  72%|███████▏  | 24166/33666 [14:53<05:51, 27.06it/s, loss=3.26, v_num=0]
    Epoch 3:  72%|███████▏  | 24167/33666 [14:53<05:51, 27.06it/s, loss=3.26, v_num=0]
    Epoch 3:  72%|███████▏  | 24167/33666 [14:53<05:51, 27.06it/s, loss=3.25, v_num=0]
    Epoch 3:  72%|███████▏  | 24168/33666 [14:53<05:51, 27.06it/s, loss=3.25, v_num=0]
    Epoch 3:  72%|███████▏  | 24168/33666 [14:53<05:51, 27.06it/s, loss=3.25, v_num=0]
    Epoch 3:  72%|███████▏  | 24169/33666 [14:53<05:50, 27.06it/s, loss=3.25, v_num=0]
    Epoch 3:  72%|███████▏  | 24169/33666 [14:53<05:50, 27.06it/s, loss=3.26, v_num=0]
    Epoch 3:  72%|███████▏  | 24170/33666 [14:53<05:50, 27.06it/s, loss=3.26, v_num=0]
    Epoch 3:  72%|███████▏  | 24170/33666 [14:53<05:50, 27.06it/s, loss=3.4, v_num=0] 
    Epoch 3:  72%|███████▏  | 24171/33666 [14:53<05:50, 27.06it/s, loss=3.4, v_num=0]
    Epoch 3:  72%|███████▏  | 24171/33666 [14:53<05:50, 27.06it/s, loss=3.31, v_num=0]
    Epoch 3:  72%|███████▏  | 24172/33666 [14:53<05:50, 27.06it/s, loss=3.31, v_num=0]
    Epoch 3:  72%|███████▏  | 24172/33666 [14:53<05:50, 27.06it/s, loss=3.35, v_num=0]
    Epoch 3:  72%|███████▏  | 24173/33666 [14:53<05:50, 27.06it/s, loss=3.35, v_num=0]
    Epoch 3:  72%|███████▏  | 24173/33666 [14:53<05:50, 27.06it/s, loss=3.31, v_num=0]
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    Epoch 3:  72%|███████▏  | 24182/33666 [14:53<05:50, 27.06it/s, loss=3.29, v_num=0]
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    Epoch 3:  72%|███████▏  | 24183/33666 [14:53<05:50, 27.06it/s, loss=3.35, v_num=0]
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    Epoch 3:  72%|███████▏  | 24184/33666 [14:53<05:50, 27.06it/s, loss=3.35, v_num=0]
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    Epoch 3:  72%|███████▏  | 24185/33666 [14:53<05:50, 27.06it/s, loss=3.32, v_num=0]
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    Epoch 3:  72%|███████▏  | 24186/33666 [14:53<05:50, 27.06it/s, loss=3.44, v_num=0]
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    Epoch 3:  72%|███████▏  | 24187/33666 [14:53<05:50, 27.06it/s, loss=3.49, v_num=0]
    Epoch 3:  72%|███████▏  | 24188/33666 [14:53<05:50, 27.06it/s, loss=3.49, v_num=0]
    Epoch 3:  72%|███████▏  | 24188/33666 [14:53<05:50, 27.06it/s, loss=3.44, v_num=0]
    Epoch 3:  72%|███████▏  | 24189/33666 [14:53<05:50, 27.06it/s, loss=3.44, v_num=0]
    Epoch 3:  72%|███████▏  | 24189/33666 [14:53<05:50, 27.06it/s, loss=3.46, v_num=0]
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    Epoch 3:  72%|███████▏  | 24190/33666 [14:54<05:50, 27.06it/s, loss=3.46, v_num=0]
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    Epoch 3:  72%|███████▏  | 24191/33666 [14:54<05:50, 27.06it/s, loss=3.59, v_num=0]
    Epoch 3:  72%|███████▏  | 24192/33666 [14:54<05:50, 27.06it/s, loss=3.59, v_num=0]
    Epoch 3:  72%|███████▏  | 24192/33666 [14:54<05:50, 27.06it/s, loss=3.49, v_num=0]
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    Epoch 3:  72%|███████▏  | 24193/33666 [14:54<05:50, 27.06it/s, loss=3.48, v_num=0]
    Epoch 3:  72%|███████▏  | 24194/33666 [14:54<05:50, 27.06it/s, loss=3.48, v_num=0]
    Epoch 3:  72%|███████▏  | 24194/33666 [14:54<05:50, 27.06it/s, loss=3.46, v_num=0]
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    Epoch 3:  72%|███████▏  | 24195/33666 [14:54<05:50, 27.06it/s, loss=3.39, v_num=0]
    Epoch 3:  72%|███████▏  | 24196/33666 [14:54<05:49, 27.06it/s, loss=3.39, v_num=0]
    Epoch 3:  72%|███████▏  | 24196/33666 [14:54<05:49, 27.06it/s, loss=3.32, v_num=0]
    Epoch 3:  72%|███████▏  | 24197/33666 [14:54<05:49, 27.06it/s, loss=3.32, v_num=0]
    Epoch 3:  72%|███████▏  | 24197/33666 [14:54<05:49, 27.06it/s, loss=3.35, v_num=0]
    Epoch 3:  72%|███████▏  | 24198/33666 [14:54<05:49, 27.06it/s, loss=3.35, v_num=0]
    Epoch 3:  72%|███████▏  | 24198/33666 [14:54<05:49, 27.06it/s, loss=3.37, v_num=0]
    Epoch 3:  72%|███████▏  | 24199/33666 [14:54<05:49, 27.06it/s, loss=3.37, v_num=0]
    Epoch 3:  72%|███████▏  | 24199/33666 [14:54<05:49, 27.06it/s, loss=3.47, v_num=0]
    Epoch 3:  72%|███████▏  | 24200/33666 [14:54<05:49, 27.06it/s, loss=3.47, v_num=0]
    Epoch 3:  72%|███████▏  | 24200/33666 [14:54<05:49, 27.06it/s, loss=3.46, v_num=0]
    Epoch 3:  72%|███████▏  | 24201/33666 [14:54<05:49, 27.06it/s, loss=3.46, v_num=0]
    Epoch 3:  72%|███████▏  | 24201/33666 [14:54<05:49, 27.06it/s, loss=3.52, v_num=0]
    Epoch 3:  72%|███████▏  | 24202/33666 [14:54<05:49, 27.06it/s, loss=3.52, v_num=0]
    Epoch 3:  72%|███████▏  | 24202/33666 [14:54<05:49, 27.06it/s, loss=3.52, v_num=0]
    Epoch 3:  72%|███████▏  | 24203/33666 [14:54<05:49, 27.06it/s, loss=3.52, v_num=0]
    Epoch 3:  72%|███████▏  | 24203/33666 [14:54<05:49, 27.06it/s, loss=3.52, v_num=0]
    Epoch 3:  72%|███████▏  | 24204/33666 [14:54<05:49, 27.06it/s, loss=3.52, v_num=0]
    Epoch 3:  72%|███████▏  | 24204/33666 [14:54<05:49, 27.06it/s, loss=3.57, v_num=0]
    Epoch 3:  72%|███████▏  | 24205/33666 [14:54<05:49, 27.06it/s, loss=3.57, v_num=0]
    Epoch 3:  72%|███████▏  | 24205/33666 [14:54<05:49, 27.06it/s, loss=3.52, v_num=0]
    Epoch 3:  72%|███████▏  | 24206/33666 [14:54<05:49, 27.06it/s, loss=3.52, v_num=0]
    Epoch 3:  72%|███████▏  | 24206/33666 [14:54<05:49, 27.06it/s, loss=3.38, v_num=0]
    Epoch 3:  72%|███████▏  | 24207/33666 [14:54<05:49, 27.06it/s, loss=3.38, v_num=0]
    Epoch 3:  72%|███████▏  | 24207/33666 [14:54<05:49, 27.06it/s, loss=3.35, v_num=0]
    Epoch 3:  72%|███████▏  | 24208/33666 [14:54<05:49, 27.06it/s, loss=3.35, v_num=0]
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    Epoch 3:  72%|███████▏  | 24209/33666 [14:54<05:49, 27.06it/s, loss=3.35, v_num=0]
    Epoch 3:  72%|███████▏  | 24209/33666 [14:54<05:49, 27.06it/s, loss=3.29, v_num=0]
    Epoch 3:  72%|███████▏  | 24210/33666 [14:54<05:49, 27.06it/s, loss=3.29, v_num=0]
    Epoch 3:  72%|███████▏  | 24210/33666 [14:54<05:49, 27.06it/s, loss=3.21, v_num=0]
    Epoch 3:  72%|███████▏  | 24211/33666 [14:54<05:49, 27.06it/s, loss=3.21, v_num=0]
    Epoch 3:  72%|███████▏  | 24211/33666 [14:54<05:49, 27.06it/s, loss=3.15, v_num=0]
    Epoch 3:  72%|███████▏  | 24212/33666 [14:54<05:49, 27.06it/s, loss=3.15, v_num=0]
    Epoch 3:  72%|███████▏  | 24212/33666 [14:54<05:49, 27.06it/s, loss=3.17, v_num=0]
    Epoch 3:  72%|███████▏  | 24213/33666 [14:54<05:49, 27.06it/s, loss=3.17, v_num=0]
    Epoch 3:  72%|███████▏  | 24213/33666 [14:54<05:49, 27.06it/s, loss=3.23, v_num=0]
    Epoch 3:  72%|███████▏  | 24214/33666 [14:54<05:49, 27.06it/s, loss=3.23, v_num=0]
    Epoch 3:  72%|███████▏  | 24214/33666 [14:54<05:49, 27.06it/s, loss=3.19, v_num=0]
    Epoch 3:  72%|███████▏  | 24215/33666 [14:54<05:49, 27.06it/s, loss=3.19, v_num=0]
    Epoch 3:  72%|███████▏  | 24215/33666 [14:54<05:49, 27.06it/s, loss=3.17, v_num=0]
    Epoch 3:  72%|███████▏  | 24216/33666 [14:54<05:49, 27.06it/s, loss=3.17, v_num=0]
    Epoch 3:  72%|███████▏  | 24216/33666 [14:54<05:49, 27.06it/s, loss=3.2, v_num=0] 
    Epoch 3:  72%|███████▏  | 24217/33666 [14:55<05:49, 27.06it/s, loss=3.2, v_num=0]
    Epoch 3:  72%|███████▏  | 24217/33666 [14:55<05:49, 27.06it/s, loss=3.23, v_num=0]
    Epoch 3:  72%|███████▏  | 24218/33666 [14:55<05:49, 27.06it/s, loss=3.23, v_num=0]
    Epoch 3:  72%|███████▏  | 24218/33666 [14:55<05:49, 27.06it/s, loss=3.29, v_num=0]
    Epoch 3:  72%|███████▏  | 24219/33666 [14:55<05:49, 27.06it/s, loss=3.29, v_num=0]
    Epoch 3:  72%|███████▏  | 24219/33666 [14:55<05:49, 27.06it/s, loss=3.36, v_num=0]
    Epoch 3:  72%|███████▏  | 24220/33666 [14:55<05:49, 27.06it/s, loss=3.36, v_num=0]
    Epoch 3:  72%|███████▏  | 24220/33666 [14:55<05:49, 27.06it/s, loss=3.39, v_num=0]
    Epoch 3:  72%|███████▏  | 24221/33666 [14:55<05:49, 27.06it/s, loss=3.39, v_num=0]
    Epoch 3:  72%|███████▏  | 24221/33666 [14:55<05:49, 27.06it/s, loss=3.37, v_num=0]
    Epoch 3:  72%|███████▏  | 24222/33666 [14:55<05:49, 27.06it/s, loss=3.37, v_num=0]
    Epoch 3:  72%|███████▏  | 24222/33666 [14:55<05:49, 27.06it/s, loss=3.31, v_num=0]
    Epoch 3:  72%|███████▏  | 24223/33666 [14:55<05:48, 27.06it/s, loss=3.31, v_num=0]
    Epoch 3:  72%|███████▏  | 24223/33666 [14:55<05:48, 27.06it/s, loss=3.31, v_num=0]
    Epoch 3:  72%|███████▏  | 24224/33666 [14:55<05:48, 27.06it/s, loss=3.31, v_num=0]
    Epoch 3:  72%|███████▏  | 24224/33666 [14:55<05:48, 27.06it/s, loss=3.26, v_num=0]
    Epoch 3:  72%|███████▏  | 24225/33666 [14:55<05:48, 27.06it/s, loss=3.26, v_num=0]
    Epoch 3:  72%|███████▏  | 24225/33666 [14:55<05:48, 27.06it/s, loss=3.25, v_num=0]
    Epoch 3:  72%|███████▏  | 24226/33666 [14:55<05:48, 27.06it/s, loss=3.25, v_num=0]
    Epoch 3:  72%|███████▏  | 24226/33666 [14:55<05:48, 27.06it/s, loss=3.25, v_num=0]
    Epoch 3:  72%|███████▏  | 24227/33666 [14:55<05:48, 27.06it/s, loss=3.25, v_num=0]
    Epoch 3:  72%|███████▏  | 24227/33666 [14:55<05:48, 27.06it/s, loss=3.18, v_num=0]
    Epoch 3:  72%|███████▏  | 24228/33666 [14:55<05:48, 27.06it/s, loss=3.18, v_num=0]
    Epoch 3:  72%|███████▏  | 24228/33666 [14:55<05:48, 27.06it/s, loss=3.2, v_num=0] 
    Epoch 3:  72%|███████▏  | 24229/33666 [14:55<05:48, 27.06it/s, loss=3.2, v_num=0]
    Epoch 3:  72%|███████▏  | 24229/33666 [14:55<05:48, 27.06it/s, loss=3.26, v_num=0]
    Epoch 3:  72%|███████▏  | 24230/33666 [14:55<05:48, 27.06it/s, loss=3.26, v_num=0]
    Epoch 3:  72%|███████▏  | 24230/33666 [14:55<05:48, 27.06it/s, loss=3.33, v_num=0]
    Epoch 3:  72%|███████▏  | 24231/33666 [14:55<05:48, 27.06it/s, loss=3.33, v_num=0]
    Epoch 3:  72%|███████▏  | 24231/33666 [14:55<05:48, 27.06it/s, loss=3.31, v_num=0]
    Epoch 3:  72%|███████▏  | 24232/33666 [14:55<05:48, 27.06it/s, loss=3.31, v_num=0]
    Epoch 3:  72%|███████▏  | 24232/33666 [14:55<05:48, 27.06it/s, loss=3.32, v_num=0]
    Epoch 3:  72%|███████▏  | 24233/33666 [14:55<05:48, 27.06it/s, loss=3.32, v_num=0]
    Epoch 3:  72%|███████▏  | 24233/33666 [14:55<05:48, 27.06it/s, loss=3.27, v_num=0]
    Epoch 3:  72%|███████▏  | 24234/33666 [14:55<05:48, 27.06it/s, loss=3.27, v_num=0]
    Epoch 3:  72%|███████▏  | 24234/33666 [14:55<05:48, 27.06it/s, loss=3.24, v_num=0]
    Epoch 3:  72%|███████▏  | 24235/33666 [14:55<05:48, 27.06it/s, loss=3.24, v_num=0]
    Epoch 3:  72%|███████▏  | 24235/33666 [14:55<05:48, 27.06it/s, loss=3.36, v_num=0]
    Epoch 3:  72%|███████▏  | 24236/33666 [14:55<05:48, 27.06it/s, loss=3.36, v_num=0]
    Epoch 3:  72%|███████▏  | 24236/33666 [14:55<05:48, 27.06it/s, loss=3.34, v_num=0]
    Epoch 3:  72%|███████▏  | 24237/33666 [14:55<05:48, 27.06it/s, loss=3.34, v_num=0]
    Epoch 3:  72%|███████▏  | 24237/33666 [14:55<05:48, 27.06it/s, loss=3.31, v_num=0]
    Epoch 3:  72%|███████▏  | 24238/33666 [14:55<05:48, 27.06it/s, loss=3.31, v_num=0]
    Epoch 3:  72%|███████▏  | 24238/33666 [14:55<05:48, 27.06it/s, loss=3.33, v_num=0]
    Epoch 3:  72%|███████▏  | 24239/33666 [14:55<05:48, 27.06it/s, loss=3.33, v_num=0]
    Epoch 3:  72%|███████▏  | 24239/33666 [14:55<05:48, 27.06it/s, loss=3.26, v_num=0]
    Epoch 3:  72%|███████▏  | 24240/33666 [14:55<05:48, 27.06it/s, loss=3.26, v_num=0]
    Epoch 3:  72%|███████▏  | 24240/33666 [14:55<05:48, 27.06it/s, loss=3.29, v_num=0]
    Epoch 3:  72%|███████▏  | 24241/33666 [14:55<05:48, 27.06it/s, loss=3.29, v_num=0]
    Epoch 3:  72%|███████▏  | 24241/33666 [14:55<05:48, 27.06it/s, loss=3.32, v_num=0]
    Epoch 3:  72%|███████▏  | 24242/33666 [14:55<05:48, 27.06it/s, loss=3.32, v_num=0]
    Epoch 3:  72%|███████▏  | 24242/33666 [14:55<05:48, 27.06it/s, loss=3.33, v_num=0]
    Epoch 3:  72%|███████▏  | 24243/33666 [14:55<05:48, 27.06it/s, loss=3.33, v_num=0]
    Epoch 3:  72%|███████▏  | 24243/33666 [14:55<05:48, 27.06it/s, loss=3.4, v_num=0] 
    Epoch 3:  72%|███████▏  | 24244/33666 [14:55<05:48, 27.06it/s, loss=3.4, v_num=0]
    Epoch 3:  72%|███████▏  | 24244/33666 [14:55<05:48, 27.06it/s, loss=3.47, v_num=0]
    Epoch 3:  72%|███████▏  | 24245/33666 [14:56<05:48, 27.06it/s, loss=3.47, v_num=0]
    Epoch 3:  72%|███████▏  | 24245/33666 [14:56<05:48, 27.06it/s, loss=3.53, v_num=0]
    Epoch 3:  72%|███████▏  | 24246/33666 [14:56<05:48, 27.06it/s, loss=3.53, v_num=0]
    Epoch 3:  72%|███████▏  | 24246/33666 [14:56<05:48, 27.06it/s, loss=3.54, v_num=0]
    Epoch 3:  72%|███████▏  | 24247/33666 [14:56<05:48, 27.06it/s, loss=3.54, v_num=0]
    Epoch 3:  72%|███████▏  | 24247/33666 [14:56<05:48, 27.06it/s, loss=3.6, v_num=0] 
    Epoch 3:  72%|███████▏  | 24248/33666 [14:56<05:48, 27.06it/s, loss=3.6, v_num=0]
    Epoch 3:  72%|███████▏  | 24248/33666 [14:56<05:48, 27.06it/s, loss=3.64, v_num=0]
    Epoch 3:  72%|███████▏  | 24249/33666 [14:56<05:48, 27.06it/s, loss=3.64, v_num=0]
    Epoch 3:  72%|███████▏  | 24249/33666 [14:56<05:48, 27.06it/s, loss=3.63, v_num=0]
    Epoch 3:  72%|███████▏  | 24250/33666 [14:56<05:47, 27.06it/s, loss=3.63, v_num=0]
    Epoch 3:  72%|███████▏  | 24250/33666 [14:56<05:47, 27.06it/s, loss=3.51, v_num=0]
    Epoch 3:  72%|███████▏  | 24251/33666 [14:56<05:47, 27.06it/s, loss=3.51, v_num=0]
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    Epoch 3:  72%|███████▏  | 24253/33666 [14:56<05:47, 27.06it/s, loss=3.45, v_num=0]
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    Epoch 3:  72%|███████▏  | 24256/33666 [14:56<05:47, 27.06it/s, loss=3.35, v_num=0]
    Epoch 3:  72%|███████▏  | 24257/33666 [14:56<05:47, 27.06it/s, loss=3.35, v_num=0]
    Epoch 3:  72%|███████▏  | 24257/33666 [14:56<05:47, 27.06it/s, loss=3.29, v_num=0]
    Epoch 3:  72%|███████▏  | 24258/33666 [14:56<05:47, 27.06it/s, loss=3.29, v_num=0]
    Epoch 3:  72%|███████▏  | 24258/33666 [14:56<05:47, 27.06it/s, loss=3.25, v_num=0]
    Epoch 3:  72%|███████▏  | 24259/33666 [14:56<05:47, 27.06it/s, loss=3.25, v_num=0]
    Epoch 3:  72%|███████▏  | 24259/33666 [14:56<05:47, 27.06it/s, loss=3.21, v_num=0]
    Epoch 3:  72%|███████▏  | 24260/33666 [14:56<05:47, 27.06it/s, loss=3.21, v_num=0]
    Epoch 3:  72%|███████▏  | 24260/33666 [14:56<05:47, 27.06it/s, loss=3.19, v_num=0]
    Epoch 3:  72%|███████▏  | 24261/33666 [14:56<05:47, 27.06it/s, loss=3.19, v_num=0]
    Epoch 3:  72%|███████▏  | 24261/33666 [14:56<05:47, 27.06it/s, loss=3.17, v_num=0]
    Epoch 3:  72%|███████▏  | 24262/33666 [14:56<05:47, 27.06it/s, loss=3.17, v_num=0]
    Epoch 3:  72%|███████▏  | 24262/33666 [14:56<05:47, 27.06it/s, loss=3.23, v_num=0]
    Epoch 3:  72%|███████▏  | 24263/33666 [14:56<05:47, 27.06it/s, loss=3.23, v_num=0]
    Epoch 3:  72%|███████▏  | 24263/33666 [14:56<05:47, 27.06it/s, loss=3.16, v_num=0]
    Epoch 3:  72%|███████▏  | 24264/33666 [14:56<05:47, 27.06it/s, loss=3.16, v_num=0]
    Epoch 3:  72%|███████▏  | 24264/33666 [14:56<05:47, 27.06it/s, loss=3.1, v_num=0] 
    Epoch 3:  72%|███████▏  | 24265/33666 [14:56<05:47, 27.06it/s, loss=3.1, v_num=0]
    Epoch 3:  72%|███████▏  | 24265/33666 [14:56<05:47, 27.06it/s, loss=3.1, v_num=0]
    Epoch 3:  72%|███████▏  | 24266/33666 [14:56<05:47, 27.06it/s, loss=3.1, v_num=0]
    Epoch 3:  72%|███████▏  | 24266/33666 [14:56<05:47, 27.06it/s, loss=3.11, v_num=0]
    Epoch 3:  72%|███████▏  | 24267/33666 [14:56<05:47, 27.06it/s, loss=3.11, v_num=0]
    Epoch 3:  72%|███████▏  | 24267/33666 [14:56<05:47, 27.06it/s, loss=3.08, v_num=0]
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    Epoch 3:  72%|███████▏  | 24269/33666 [14:56<05:47, 27.06it/s, loss=3, v_num=0]
    Epoch 3:  72%|███████▏  | 24269/33666 [14:56<05:47, 27.06it/s, loss=2.95, v_num=0]
    Epoch 3:  72%|███████▏  | 24270/33666 [14:56<05:47, 27.06it/s, loss=2.95, v_num=0]
    Epoch 3:  72%|███████▏  | 24270/33666 [14:56<05:47, 27.06it/s, loss=2.97, v_num=0]
    Epoch 3:  72%|███████▏  | 24271/33666 [14:56<05:47, 27.06it/s, loss=2.97, v_num=0]
    Epoch 3:  72%|███████▏  | 24271/33666 [14:56<05:47, 27.06it/s, loss=2.96, v_num=0]
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    Epoch 3:  72%|███████▏  | 24272/33666 [14:56<05:47, 27.06it/s, loss=3, v_num=0]   
    Epoch 3:  72%|███████▏  | 24273/33666 [14:56<05:47, 27.06it/s, loss=3, v_num=0]
    Epoch 3:  72%|███████▏  | 24273/33666 [14:56<05:47, 27.06it/s, loss=3.04, v_num=0]
    Epoch 3:  72%|███████▏  | 24274/33666 [14:57<05:47, 27.06it/s, loss=3.04, v_num=0]
    Epoch 3:  72%|███████▏  | 24274/33666 [14:57<05:47, 27.06it/s, loss=3.11, v_num=0]
    Epoch 3:  72%|███████▏  | 24275/33666 [14:57<05:47, 27.06it/s, loss=3.11, v_num=0]
    Epoch 3:  72%|███████▏  | 24275/33666 [14:57<05:47, 27.06it/s, loss=3.1, v_num=0] 
    Epoch 3:  72%|███████▏  | 24276/33666 [14:57<05:46, 27.06it/s, loss=3.1, v_num=0]
    Epoch 3:  72%|███████▏  | 24276/33666 [14:57<05:46, 27.06it/s, loss=3.1, v_num=0]
    Epoch 3:  72%|███████▏  | 24277/33666 [14:57<05:46, 27.06it/s, loss=3.1, v_num=0]
    Epoch 3:  72%|███████▏  | 24277/33666 [14:57<05:46, 27.06it/s, loss=3.11, v_num=0]
    Epoch 3:  72%|███████▏  | 24278/33666 [14:57<05:46, 27.06it/s, loss=3.11, v_num=0]
    Epoch 3:  72%|███████▏  | 24278/33666 [14:57<05:46, 27.06it/s, loss=3.08, v_num=0]
    Epoch 3:  72%|███████▏  | 24279/33666 [14:57<05:46, 27.06it/s, loss=3.08, v_num=0]
    Epoch 3:  72%|███████▏  | 24279/33666 [14:57<05:46, 27.06it/s, loss=3.12, v_num=0]
    Epoch 3:  72%|███████▏  | 24280/33666 [14:57<05:46, 27.06it/s, loss=3.12, v_num=0]
    Epoch 3:  72%|███████▏  | 24280/33666 [14:57<05:46, 27.06it/s, loss=3.11, v_num=0]
    Epoch 3:  72%|███████▏  | 24281/33666 [14:57<05:46, 27.06it/s, loss=3.11, v_num=0]
    Epoch 3:  72%|███████▏  | 24281/33666 [14:57<05:46, 27.06it/s, loss=3.21, v_num=0]
    Epoch 3:  72%|███████▏  | 24282/33666 [14:57<05:46, 27.06it/s, loss=3.21, v_num=0]
    Epoch 3:  72%|███████▏  | 24282/33666 [14:57<05:46, 27.06it/s, loss=3.11, v_num=0]
    Epoch 3:  72%|███████▏  | 24283/33666 [14:57<05:46, 27.06it/s, loss=3.11, v_num=0]
    Epoch 3:  72%|███████▏  | 24283/33666 [14:57<05:46, 27.06it/s, loss=3.01, v_num=0]
    Epoch 3:  72%|███████▏  | 24284/33666 [14:57<05:46, 27.06it/s, loss=3.01, v_num=0]
    Epoch 3:  72%|███████▏  | 24284/33666 [14:57<05:46, 27.06it/s, loss=3, v_num=0]   
    Epoch 3:  72%|███████▏  | 24285/33666 [14:57<05:46, 27.06it/s, loss=3, v_num=0]
    Epoch 3:  72%|███████▏  | 24285/33666 [14:57<05:46, 27.06it/s, loss=2.97, v_num=0]
    Epoch 3:  72%|███████▏  | 24286/33666 [14:57<05:46, 27.06it/s, loss=2.97, v_num=0]
    Epoch 3:  72%|███████▏  | 24286/33666 [14:57<05:46, 27.06it/s, loss=3.02, v_num=0]
    Epoch 3:  72%|███████▏  | 24287/33666 [14:57<05:46, 27.06it/s, loss=3.02, v_num=0]
    Epoch 3:  72%|███████▏  | 24287/33666 [14:57<05:46, 27.06it/s, loss=3.07, v_num=0]
    Epoch 3:  72%|███████▏  | 24288/33666 [14:57<05:46, 27.06it/s, loss=3.07, v_num=0]
    Epoch 3:  72%|███████▏  | 24288/33666 [14:57<05:46, 27.06it/s, loss=3.08, v_num=0]
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    Epoch 3:  72%|███████▏  | 24289/33666 [14:57<05:46, 27.06it/s, loss=3.03, v_num=0]
    Epoch 3:  72%|███████▏  | 24290/33666 [14:57<05:46, 27.06it/s, loss=3.03, v_num=0]
    Epoch 3:  72%|███████▏  | 24290/33666 [14:57<05:46, 27.06it/s, loss=3.04, v_num=0]
    Epoch 3:  72%|███████▏  | 24291/33666 [14:57<05:46, 27.06it/s, loss=3.04, v_num=0]
    Epoch 3:  72%|███████▏  | 24291/33666 [14:57<05:46, 27.06it/s, loss=2.99, v_num=0]
    Epoch 3:  72%|███████▏  | 24292/33666 [14:57<05:46, 27.06it/s, loss=2.99, v_num=0]
    Epoch 3:  72%|███████▏  | 24292/33666 [14:57<05:46, 27.06it/s, loss=2.98, v_num=0]
    Epoch 3:  72%|███████▏  | 24293/33666 [14:57<05:46, 27.06it/s, loss=2.98, v_num=0]
    Epoch 3:  72%|███████▏  | 24293/33666 [14:57<05:46, 27.06it/s, loss=2.97, v_num=0]
    Epoch 3:  72%|███████▏  | 24294/33666 [14:57<05:46, 27.06it/s, loss=2.97, v_num=0]
    Epoch 3:  72%|███████▏  | 24294/33666 [14:57<05:46, 27.06it/s, loss=2.96, v_num=0]
    Epoch 3:  72%|███████▏  | 24295/33666 [14:57<05:46, 27.06it/s, loss=2.96, v_num=0]
    Epoch 3:  72%|███████▏  | 24295/33666 [14:57<05:46, 27.06it/s, loss=2.99, v_num=0]
    Epoch 3:  72%|███████▏  | 24296/33666 [14:57<05:46, 27.06it/s, loss=2.99, v_num=0]
    Epoch 3:  72%|███████▏  | 24296/33666 [14:57<05:46, 27.06it/s, loss=2.98, v_num=0]
    Epoch 3:  72%|███████▏  | 24297/33666 [14:57<05:46, 27.06it/s, loss=2.98, v_num=0]
    Epoch 3:  72%|███████▏  | 24297/33666 [14:57<05:46, 27.06it/s, loss=3.09, v_num=0]
    Epoch 3:  72%|███████▏  | 24298/33666 [14:57<05:46, 27.06it/s, loss=3.09, v_num=0]
    Epoch 3:  72%|███████▏  | 24298/33666 [14:57<05:46, 27.06it/s, loss=3.12, v_num=0]
    Epoch 3:  72%|███████▏  | 24299/33666 [14:57<05:46, 27.06it/s, loss=3.12, v_num=0]
    Epoch 3:  72%|███████▏  | 24299/33666 [14:57<05:46, 27.06it/s, loss=3.06, v_num=0]
    Epoch 3:  72%|███████▏  | 24300/33666 [14:57<05:46, 27.06it/s, loss=3.06, v_num=0]
    Epoch 3:  72%|███████▏  | 24300/33666 [14:57<05:46, 27.06it/s, loss=3.01, v_num=0]
    Epoch 3:  72%|███████▏  | 24301/33666 [14:57<05:46, 27.06it/s, loss=3.01, v_num=0]
    Epoch 3:  72%|███████▏  | 24301/33666 [14:57<05:46, 27.06it/s, loss=3, v_num=0]   
    Epoch 3:  72%|███████▏  | 24302/33666 [14:58<05:46, 27.06it/s, loss=3, v_num=0]
    Epoch 3:  72%|███████▏  | 24302/33666 [14:58<05:46, 27.06it/s, loss=3.06, v_num=0]
    Epoch 3:  72%|███████▏  | 24303/33666 [14:58<05:45, 27.06it/s, loss=3.06, v_num=0]
    Epoch 3:  72%|███████▏  | 24303/33666 [14:58<05:45, 27.06it/s, loss=3.1, v_num=0] 
    Epoch 3:  72%|███████▏  | 24304/33666 [14:58<05:45, 27.06it/s, loss=3.1, v_num=0]
    Epoch 3:  72%|███████▏  | 24304/33666 [14:58<05:45, 27.06it/s, loss=3.08, v_num=0]
    Epoch 3:  72%|███████▏  | 24305/33666 [14:58<05:45, 27.06it/s, loss=3.08, v_num=0]
    Epoch 3:  72%|███████▏  | 24305/33666 [14:58<05:45, 27.06it/s, loss=3.04, v_num=0]
    Epoch 3:  72%|███████▏  | 24306/33666 [14:58<05:45, 27.06it/s, loss=3.04, v_num=0]
    Epoch 3:  72%|███████▏  | 24306/33666 [14:58<05:45, 27.06it/s, loss=2.99, v_num=0]
    Epoch 3:  72%|███████▏  | 24307/33666 [14:58<05:45, 27.06it/s, loss=2.99, v_num=0]
    Epoch 3:  72%|███████▏  | 24307/33666 [14:58<05:45, 27.06it/s, loss=2.94, v_num=0]
    Epoch 3:  72%|███████▏  | 24308/33666 [14:58<05:45, 27.06it/s, loss=2.94, v_num=0]
    Epoch 3:  72%|███████▏  | 24308/33666 [14:58<05:45, 27.06it/s, loss=3.04, v_num=0]
    Epoch 3:  72%|███████▏  | 24309/33666 [14:58<05:45, 27.06it/s, loss=3.04, v_num=0]
    Epoch 3:  72%|███████▏  | 24309/33666 [14:58<05:45, 27.06it/s, loss=3.16, v_num=0]
    Epoch 3:  72%|███████▏  | 24310/33666 [14:58<05:45, 27.06it/s, loss=3.16, v_num=0]
    Epoch 3:  72%|███████▏  | 24310/33666 [14:58<05:45, 27.06it/s, loss=3.27, v_num=0]
    Epoch 3:  72%|███████▏  | 24311/33666 [14:58<05:45, 27.06it/s, loss=3.27, v_num=0]
    Epoch 3:  72%|███████▏  | 24311/33666 [14:58<05:45, 27.06it/s, loss=3.39, v_num=0]
    Epoch 3:  72%|███████▏  | 24312/33666 [14:58<05:45, 27.06it/s, loss=3.39, v_num=0]
    Epoch 3:  72%|███████▏  | 24312/33666 [14:58<05:45, 27.06it/s, loss=3.45, v_num=0]
    Epoch 3:  72%|███████▏  | 24313/33666 [14:58<05:45, 27.06it/s, loss=3.45, v_num=0]
    Epoch 3:  72%|███████▏  | 24313/33666 [14:58<05:45, 27.06it/s, loss=3.5, v_num=0] 
    Epoch 3:  72%|███████▏  | 24314/33666 [14:58<05:45, 27.06it/s, loss=3.5, v_num=0]
    Epoch 3:  72%|███████▏  | 24314/33666 [14:58<05:45, 27.06it/s, loss=3.45, v_num=0]
    Epoch 3:  72%|███████▏  | 24315/33666 [14:58<05:45, 27.06it/s, loss=3.45, v_num=0]
    Epoch 3:  72%|███████▏  | 24315/33666 [14:58<05:45, 27.06it/s, loss=3.49, v_num=0]
    Epoch 3:  72%|███████▏  | 24316/33666 [14:58<05:45, 27.06it/s, loss=3.49, v_num=0]
    Epoch 3:  72%|███████▏  | 24316/33666 [14:58<05:45, 27.06it/s, loss=3.43, v_num=0]
    Epoch 3:  72%|███████▏  | 24317/33666 [14:58<05:45, 27.06it/s, loss=3.43, v_num=0]
    Epoch 3:  72%|███████▏  | 24317/33666 [14:58<05:45, 27.06it/s, loss=3.42, v_num=0]
    Epoch 3:  72%|███████▏  | 24318/33666 [14:58<05:45, 27.06it/s, loss=3.42, v_num=0]
    Epoch 3:  72%|███████▏  | 24318/33666 [14:58<05:45, 27.06it/s, loss=3.4, v_num=0] 
    Epoch 3:  72%|███████▏  | 24319/33666 [14:58<05:45, 27.06it/s, loss=3.4, v_num=0]
    Epoch 3:  72%|███████▏  | 24319/33666 [14:58<05:45, 27.06it/s, loss=3.48, v_num=0]
    Epoch 3:  72%|███████▏  | 24320/33666 [14:58<05:45, 27.06it/s, loss=3.48, v_num=0]
    Epoch 3:  72%|███████▏  | 24320/33666 [14:58<05:45, 27.06it/s, loss=3.6, v_num=0] 
    Epoch 3:  72%|███████▏  | 24321/33666 [14:58<05:45, 27.06it/s, loss=3.6, v_num=0]
    Epoch 3:  72%|███████▏  | 24321/33666 [14:58<05:45, 27.06it/s, loss=3.52, v_num=0]
    Epoch 3:  72%|███████▏  | 24322/33666 [14:58<05:45, 27.06it/s, loss=3.52, v_num=0]
    Epoch 3:  72%|███████▏  | 24322/33666 [14:58<05:45, 27.06it/s, loss=3.58, v_num=0]
    Epoch 3:  72%|███████▏  | 24323/33666 [14:58<05:45, 27.06it/s, loss=3.58, v_num=0]
    Epoch 3:  72%|███████▏  | 24323/33666 [14:58<05:45, 27.06it/s, loss=3.61, v_num=0]
    Epoch 3:  72%|███████▏  | 24324/33666 [14:58<05:45, 27.06it/s, loss=3.61, v_num=0]
    Epoch 3:  72%|███████▏  | 24324/33666 [14:58<05:45, 27.06it/s, loss=3.67, v_num=0]
    Epoch 3:  72%|███████▏  | 24325/33666 [14:58<05:45, 27.06it/s, loss=3.67, v_num=0]
    Epoch 3:  72%|███████▏  | 24325/33666 [14:58<05:45, 27.06it/s, loss=3.72, v_num=0]
    Epoch 3:  72%|███████▏  | 24326/33666 [14:58<05:45, 27.06it/s, loss=3.72, v_num=0]
    Epoch 3:  72%|███████▏  | 24326/33666 [14:58<05:45, 27.06it/s, loss=3.74, v_num=0]
    Epoch 3:  72%|███████▏  | 24327/33666 [14:58<05:45, 27.06it/s, loss=3.74, v_num=0]
    Epoch 3:  72%|███████▏  | 24327/33666 [14:58<05:45, 27.06it/s, loss=3.77, v_num=0]
    Epoch 3:  72%|███████▏  | 24328/33666 [14:58<05:45, 27.06it/s, loss=3.77, v_num=0]
    Epoch 3:  72%|███████▏  | 24328/33666 [14:58<05:45, 27.06it/s, loss=3.7, v_num=0] 
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    Epoch 3:  72%|███████▏  | 24329/33666 [14:58<05:44, 27.06it/s, loss=3.65, v_num=0]
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    Epoch 3:  72%|███████▏  | 24335/33666 [14:59<05:44, 27.07it/s, loss=3.2, v_num=0]
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    Epoch 3:  72%|███████▏  | 24341/33666 [14:59<05:44, 27.07it/s, loss=2.91, v_num=0]
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    Epoch 3:  72%|███████▏  | 24343/33666 [14:59<05:44, 27.07it/s, loss=2.85, v_num=0]
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    Epoch 3:  72%|███████▏  | 24346/33666 [14:59<05:44, 27.07it/s, loss=2.73, v_num=0]
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    Epoch 3:  72%|███████▏  | 24347/33666 [14:59<05:44, 27.07it/s, loss=2.7, v_num=0] 
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    Epoch 3:  72%|███████▏  | 24348/33666 [14:59<05:44, 27.07it/s, loss=2.71, v_num=0]
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    Epoch 3:  72%|███████▏  | 24350/33666 [14:59<05:44, 27.07it/s, loss=2.7, v_num=0] 
    Epoch 3:  72%|███████▏  | 24351/33666 [14:59<05:44, 27.07it/s, loss=2.7, v_num=0]
    Epoch 3:  72%|███████▏  | 24351/33666 [14:59<05:44, 27.07it/s, loss=2.8, v_num=0]
    Epoch 3:  72%|███████▏  | 24352/33666 [14:59<05:44, 27.07it/s, loss=2.8, v_num=0]
    Epoch 3:  72%|███████▏  | 24352/33666 [14:59<05:44, 27.07it/s, loss=2.88, v_num=0]
    Epoch 3:  72%|███████▏  | 24353/33666 [14:59<05:44, 27.07it/s, loss=2.88, v_num=0]
    Epoch 3:  72%|███████▏  | 24353/33666 [14:59<05:44, 27.07it/s, loss=2.92, v_num=0]
    Epoch 3:  72%|███████▏  | 24354/33666 [14:59<05:44, 27.07it/s, loss=2.92, v_num=0]
    Epoch 3:  72%|███████▏  | 24354/33666 [14:59<05:44, 27.07it/s, loss=2.97, v_num=0]
    Epoch 3:  72%|███████▏  | 24355/33666 [14:59<05:43, 27.07it/s, loss=2.97, v_num=0]
    Epoch 3:  72%|███████▏  | 24355/33666 [14:59<05:43, 27.07it/s, loss=3.02, v_num=0]
    Epoch 3:  72%|███████▏  | 24356/33666 [14:59<05:43, 27.07it/s, loss=3.02, v_num=0]
    Epoch 3:  72%|███████▏  | 24356/33666 [14:59<05:43, 27.07it/s, loss=3.01, v_num=0]
    Epoch 3:  72%|███████▏  | 24357/33666 [14:59<05:43, 27.07it/s, loss=3.01, v_num=0]
    Epoch 3:  72%|███████▏  | 24357/33666 [14:59<05:43, 27.07it/s, loss=3.01, v_num=0]
    Epoch 3:  72%|███████▏  | 24358/33666 [14:59<05:43, 27.07it/s, loss=3.01, v_num=0]
    Epoch 3:  72%|███████▏  | 24358/33666 [14:59<05:43, 27.07it/s, loss=3.14, v_num=0]
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    Epoch 3:  72%|███████▏  | 24359/33666 [14:59<05:43, 27.07it/s, loss=3.19, v_num=0]
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    Epoch 3:  72%|███████▏  | 24360/33666 [14:59<05:43, 27.07it/s, loss=3.2, v_num=0] 
    Epoch 3:  72%|███████▏  | 24361/33666 [14:59<05:43, 27.07it/s, loss=3.2, v_num=0]
    Epoch 3:  72%|███████▏  | 24361/33666 [14:59<05:43, 27.07it/s, loss=3.26, v_num=0]
    Epoch 3:  72%|███████▏  | 24362/33666 [14:59<05:43, 27.07it/s, loss=3.26, v_num=0]
    Epoch 3:  72%|███████▏  | 24362/33666 [14:59<05:43, 27.07it/s, loss=3.29, v_num=0]
    Epoch 3:  72%|███████▏  | 24363/33666 [15:00<05:43, 27.07it/s, loss=3.29, v_num=0]
    Epoch 3:  72%|███████▏  | 24363/33666 [15:00<05:43, 27.07it/s, loss=3.28, v_num=0]
    Epoch 3:  72%|███████▏  | 24364/33666 [15:00<05:43, 27.07it/s, loss=3.28, v_num=0]
    Epoch 3:  72%|███████▏  | 24364/33666 [15:00<05:43, 27.07it/s, loss=3.25, v_num=0]
    Epoch 3:  72%|███████▏  | 24365/33666 [15:00<05:43, 27.07it/s, loss=3.25, v_num=0]
    Epoch 3:  72%|███████▏  | 24365/33666 [15:00<05:43, 27.07it/s, loss=3.31, v_num=0]
    Epoch 3:  72%|███████▏  | 24366/33666 [15:00<05:43, 27.07it/s, loss=3.31, v_num=0]
    Epoch 3:  72%|███████▏  | 24366/33666 [15:00<05:43, 27.07it/s, loss=3.38, v_num=0]
    Epoch 3:  72%|███████▏  | 24367/33666 [15:00<05:43, 27.07it/s, loss=3.38, v_num=0]
    Epoch 3:  72%|███████▏  | 24367/33666 [15:00<05:43, 27.07it/s, loss=3.39, v_num=0]
    Epoch 3:  72%|███████▏  | 24368/33666 [15:00<05:43, 27.07it/s, loss=3.39, v_num=0]
    Epoch 3:  72%|███████▏  | 24368/33666 [15:00<05:43, 27.07it/s, loss=3.33, v_num=0]
    Epoch 3:  72%|███████▏  | 24369/33666 [15:00<05:43, 27.07it/s, loss=3.33, v_num=0]
    Epoch 3:  72%|███████▏  | 24369/33666 [15:00<05:43, 27.07it/s, loss=3.3, v_num=0] 
    Epoch 3:  72%|███████▏  | 24370/33666 [15:00<05:43, 27.07it/s, loss=3.3, v_num=0]
    Epoch 3:  72%|███████▏  | 24370/33666 [15:00<05:43, 27.07it/s, loss=3.28, v_num=0]
    Epoch 3:  72%|███████▏  | 24371/33666 [15:00<05:43, 27.07it/s, loss=3.28, v_num=0]
    Epoch 3:  72%|███████▏  | 24371/33666 [15:00<05:43, 27.07it/s, loss=3.25, v_num=0]
    Epoch 3:  72%|███████▏  | 24372/33666 [15:00<05:43, 27.07it/s, loss=3.25, v_num=0]
    Epoch 3:  72%|███████▏  | 24372/33666 [15:00<05:43, 27.07it/s, loss=3.19, v_num=0]
    Epoch 3:  72%|███████▏  | 24373/33666 [15:00<05:43, 27.07it/s, loss=3.19, v_num=0]
    Epoch 3:  72%|███████▏  | 24373/33666 [15:00<05:43, 27.07it/s, loss=3.23, v_num=0]
    Epoch 3:  72%|███████▏  | 24374/33666 [15:00<05:43, 27.07it/s, loss=3.23, v_num=0]
    Epoch 3:  72%|███████▏  | 24374/33666 [15:00<05:43, 27.07it/s, loss=3.37, v_num=0]
    Epoch 3:  72%|███████▏  | 24375/33666 [15:00<05:43, 27.07it/s, loss=3.37, v_num=0]
    Epoch 3:  72%|███████▏  | 24375/33666 [15:00<05:43, 27.07it/s, loss=3.41, v_num=0]
    Epoch 3:  72%|███████▏  | 24376/33666 [15:00<05:43, 27.07it/s, loss=3.41, v_num=0]
    Epoch 3:  72%|███████▏  | 24376/33666 [15:00<05:43, 27.07it/s, loss=3.3, v_num=0] 
    Epoch 3:  72%|███████▏  | 24377/33666 [15:00<05:43, 27.07it/s, loss=3.3, v_num=0]
    Epoch 3:  72%|███████▏  | 24377/33666 [15:00<05:43, 27.07it/s, loss=3.31, v_num=0]
    Epoch 3:  72%|███████▏  | 24378/33666 [15:00<05:43, 27.07it/s, loss=3.31, v_num=0]
    Epoch 3:  72%|███████▏  | 24378/33666 [15:00<05:43, 27.07it/s, loss=3.24, v_num=0]
    Epoch 3:  72%|███████▏  | 24379/33666 [15:00<05:43, 27.07it/s, loss=3.24, v_num=0]
    Epoch 3:  72%|███████▏  | 24379/33666 [15:00<05:43, 27.07it/s, loss=3.32, v_num=0]
    Epoch 3:  72%|███████▏  | 24380/33666 [15:00<05:43, 27.07it/s, loss=3.32, v_num=0]
    Epoch 3:  72%|███████▏  | 24380/33666 [15:00<05:43, 27.07it/s, loss=3.33, v_num=0]
    Epoch 3:  72%|███████▏  | 24381/33666 [15:00<05:43, 27.07it/s, loss=3.33, v_num=0]
    Epoch 3:  72%|███████▏  | 24381/33666 [15:00<05:43, 27.07it/s, loss=3.36, v_num=0]
    Epoch 3:  72%|███████▏  | 24382/33666 [15:00<05:42, 27.07it/s, loss=3.36, v_num=0]
    Epoch 3:  72%|███████▏  | 24382/33666 [15:00<05:42, 27.07it/s, loss=3.35, v_num=0]
    Epoch 3:  72%|███████▏  | 24383/33666 [15:00<05:42, 27.07it/s, loss=3.35, v_num=0]
    Epoch 3:  72%|███████▏  | 24383/33666 [15:00<05:42, 27.07it/s, loss=3.37, v_num=0]
    Epoch 3:  72%|███████▏  | 24384/33666 [15:00<05:42, 27.07it/s, loss=3.37, v_num=0]
    Epoch 3:  72%|███████▏  | 24384/33666 [15:00<05:42, 27.07it/s, loss=3.45, v_num=0]
    Epoch 3:  72%|███████▏  | 24385/33666 [15:00<05:42, 27.07it/s, loss=3.45, v_num=0]
    Epoch 3:  72%|███████▏  | 24385/33666 [15:00<05:42, 27.07it/s, loss=3.45, v_num=0]
    Epoch 3:  72%|███████▏  | 24386/33666 [15:00<05:42, 27.07it/s, loss=3.45, v_num=0]
    Epoch 3:  72%|███████▏  | 24386/33666 [15:00<05:42, 27.07it/s, loss=3.48, v_num=0]
    Epoch 3:  72%|███████▏  | 24387/33666 [15:00<05:42, 27.07it/s, loss=3.48, v_num=0]
    Epoch 3:  72%|███████▏  | 24387/33666 [15:00<05:42, 27.07it/s, loss=3.47, v_num=0]
    Epoch 3:  72%|███████▏  | 24388/33666 [15:00<05:42, 27.07it/s, loss=3.47, v_num=0]
    Epoch 3:  72%|███████▏  | 24388/33666 [15:00<05:42, 27.07it/s, loss=3.55, v_num=0]
    Epoch 3:  72%|███████▏  | 24389/33666 [15:00<05:42, 27.07it/s, loss=3.55, v_num=0]
    Epoch 3:  72%|███████▏  | 24389/33666 [15:00<05:42, 27.07it/s, loss=3.59, v_num=0]
    Epoch 3:  72%|███████▏  | 24390/33666 [15:01<05:42, 27.07it/s, loss=3.59, v_num=0]
    Epoch 3:  72%|███████▏  | 24390/33666 [15:01<05:42, 27.07it/s, loss=3.52, v_num=0]
    Epoch 3:  72%|███████▏  | 24391/33666 [15:01<05:42, 27.07it/s, loss=3.52, v_num=0]
    Epoch 3:  72%|███████▏  | 24391/33666 [15:01<05:42, 27.07it/s, loss=3.47, v_num=0]
    Epoch 3:  72%|███████▏  | 24392/33666 [15:01<05:42, 27.07it/s, loss=3.47, v_num=0]
    Epoch 3:  72%|███████▏  | 24392/33666 [15:01<05:42, 27.07it/s, loss=3.54, v_num=0]
    Epoch 3:  72%|███████▏  | 24393/33666 [15:01<05:42, 27.07it/s, loss=3.54, v_num=0]
    Epoch 3:  72%|███████▏  | 24393/33666 [15:01<05:42, 27.07it/s, loss=3.58, v_num=0]
    Epoch 3:  72%|███████▏  | 24394/33666 [15:01<05:42, 27.07it/s, loss=3.58, v_num=0]
    Epoch 3:  72%|███████▏  | 24394/33666 [15:01<05:42, 27.07it/s, loss=3.51, v_num=0]
    Epoch 3:  72%|███████▏  | 24395/33666 [15:01<05:42, 27.07it/s, loss=3.51, v_num=0]
    Epoch 3:  72%|███████▏  | 24395/33666 [15:01<05:42, 27.07it/s, loss=3.49, v_num=0]
    Epoch 3:  72%|███████▏  | 24396/33666 [15:01<05:42, 27.07it/s, loss=3.49, v_num=0]
    Epoch 3:  72%|███████▏  | 24396/33666 [15:01<05:42, 27.07it/s, loss=3.51, v_num=0]
    Epoch 3:  72%|███████▏  | 24397/33666 [15:01<05:42, 27.07it/s, loss=3.51, v_num=0]
    Epoch 3:  72%|███████▏  | 24397/33666 [15:01<05:42, 27.07it/s, loss=3.49, v_num=0]
    Epoch 3:  72%|███████▏  | 24398/33666 [15:01<05:42, 27.07it/s, loss=3.49, v_num=0]
    Epoch 3:  72%|███████▏  | 24398/33666 [15:01<05:42, 27.07it/s, loss=3.53, v_num=0]
    Epoch 3:  72%|███████▏  | 24399/33666 [15:01<05:42, 27.07it/s, loss=3.53, v_num=0]
    Epoch 3:  72%|███████▏  | 24399/33666 [15:01<05:42, 27.07it/s, loss=3.42, v_num=0]
    Epoch 3:  72%|███████▏  | 24400/33666 [15:01<05:42, 27.07it/s, loss=3.42, v_num=0]
    Epoch 3:  72%|███████▏  | 24400/33666 [15:01<05:42, 27.07it/s, loss=3.4, v_num=0] 
    Epoch 3:  72%|███████▏  | 24401/33666 [15:01<05:42, 27.07it/s, loss=3.4, v_num=0]
    Epoch 3:  72%|███████▏  | 24401/33666 [15:01<05:42, 27.07it/s, loss=3.44, v_num=0]
    Epoch 3:  72%|███████▏  | 24402/33666 [15:01<05:42, 27.07it/s, loss=3.44, v_num=0]
    Epoch 3:  72%|███████▏  | 24402/33666 [15:01<05:42, 27.07it/s, loss=3.35, v_num=0]
    Epoch 3:  72%|███████▏  | 24403/33666 [15:01<05:42, 27.07it/s, loss=3.35, v_num=0]
    Epoch 3:  72%|███████▏  | 24403/33666 [15:01<05:42, 27.07it/s, loss=3.35, v_num=0]
    Epoch 3:  72%|███████▏  | 24404/33666 [15:01<05:42, 27.07it/s, loss=3.35, v_num=0]
    Epoch 3:  72%|███████▏  | 24404/33666 [15:01<05:42, 27.07it/s, loss=3.33, v_num=0]
    Epoch 3:  72%|███████▏  | 24405/33666 [15:01<05:42, 27.07it/s, loss=3.33, v_num=0]
    Epoch 3:  72%|███████▏  | 24405/33666 [15:01<05:42, 27.07it/s, loss=3.44, v_num=0]
    Epoch 3:  72%|███████▏  | 24406/33666 [15:01<05:42, 27.07it/s, loss=3.44, v_num=0]
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    Epoch 3:  72%|███████▏  | 24407/33666 [15:01<05:42, 27.07it/s, loss=3.43, v_num=0]
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    Epoch 3:  73%|███████▎  | 24412/33666 [15:01<05:41, 27.07it/s, loss=3.6, v_num=0]
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    Epoch 3:  73%|███████▎  | 24413/33666 [15:01<05:41, 27.07it/s, loss=3.52, v_num=0]
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    Epoch 3:  73%|███████▎  | 24414/33666 [15:01<05:41, 27.07it/s, loss=3.54, v_num=0]
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    Epoch 3:  73%|███████▎  | 24415/33666 [15:01<05:41, 27.07it/s, loss=3.51, v_num=0]
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    Epoch 3:  73%|███████▎  | 24416/33666 [15:02<05:41, 27.07it/s, loss=3.53, v_num=0]
    Epoch 3:  73%|███████▎  | 24417/33666 [15:02<05:41, 27.07it/s, loss=3.53, v_num=0]
    Epoch 3:  73%|███████▎  | 24417/33666 [15:02<05:41, 27.07it/s, loss=3.57, v_num=0]
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    Epoch 3:  73%|███████▎  | 24418/33666 [15:02<05:41, 27.07it/s, loss=3.47, v_num=0]
    Epoch 3:  73%|███████▎  | 24419/33666 [15:02<05:41, 27.07it/s, loss=3.47, v_num=0]
    Epoch 3:  73%|███████▎  | 24419/33666 [15:02<05:41, 27.07it/s, loss=3.5, v_num=0] 
    Epoch 3:  73%|███████▎  | 24420/33666 [15:02<05:41, 27.07it/s, loss=3.5, v_num=0]
    Epoch 3:  73%|███████▎  | 24420/33666 [15:02<05:41, 27.07it/s, loss=3.57, v_num=0]
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    Epoch 3:  73%|███████▎  | 24421/33666 [15:02<05:41, 27.07it/s, loss=3.49, v_num=0]
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    Epoch 3:  73%|███████▎  | 24423/33666 [15:02<05:41, 27.07it/s, loss=3.64, v_num=0]
    Epoch 3:  73%|███████▎  | 24423/33666 [15:02<05:41, 27.07it/s, loss=3.63, v_num=0]
    Epoch 3:  73%|███████▎  | 24424/33666 [15:02<05:41, 27.07it/s, loss=3.63, v_num=0]
    Epoch 3:  73%|███████▎  | 24424/33666 [15:02<05:41, 27.07it/s, loss=3.61, v_num=0]
    Epoch 3:  73%|███████▎  | 24425/33666 [15:02<05:41, 27.07it/s, loss=3.61, v_num=0]
    Epoch 3:  73%|███████▎  | 24425/33666 [15:02<05:41, 27.07it/s, loss=3.48, v_num=0]
    Epoch 3:  73%|███████▎  | 24426/33666 [15:02<05:41, 27.07it/s, loss=3.48, v_num=0]
    Epoch 3:  73%|███████▎  | 24426/33666 [15:02<05:41, 27.07it/s, loss=3.44, v_num=0]
    Epoch 3:  73%|███████▎  | 24427/33666 [15:02<05:41, 27.07it/s, loss=3.44, v_num=0]
    Epoch 3:  73%|███████▎  | 24427/33666 [15:02<05:41, 27.07it/s, loss=3.36, v_num=0]
    Epoch 3:  73%|███████▎  | 24428/33666 [15:02<05:41, 27.07it/s, loss=3.36, v_num=0]
    Epoch 3:  73%|███████▎  | 24428/33666 [15:02<05:41, 27.07it/s, loss=3.37, v_num=0]
    Epoch 3:  73%|███████▎  | 24429/33666 [15:02<05:41, 27.07it/s, loss=3.37, v_num=0]
    Epoch 3:  73%|███████▎  | 24429/33666 [15:02<05:41, 27.07it/s, loss=3.4, v_num=0] 
    Epoch 3:  73%|███████▎  | 24430/33666 [15:02<05:41, 27.07it/s, loss=3.4, v_num=0]
    Epoch 3:  73%|███████▎  | 24430/33666 [15:02<05:41, 27.07it/s, loss=3.39, v_num=0]
    Epoch 3:  73%|███████▎  | 24431/33666 [15:02<05:41, 27.07it/s, loss=3.39, v_num=0]
    Epoch 3:  73%|███████▎  | 24431/33666 [15:02<05:41, 27.07it/s, loss=3.47, v_num=0]
    Epoch 3:  73%|███████▎  | 24432/33666 [15:02<05:41, 27.07it/s, loss=3.47, v_num=0]
    Epoch 3:  73%|███████▎  | 24432/33666 [15:02<05:41, 27.07it/s, loss=3.39, v_num=0]
    Epoch 3:  73%|███████▎  | 24433/33666 [15:02<05:41, 27.07it/s, loss=3.39, v_num=0]
    Epoch 3:  73%|███████▎  | 24433/33666 [15:02<05:41, 27.07it/s, loss=3.4, v_num=0] 
    Epoch 3:  73%|███████▎  | 24434/33666 [15:02<05:41, 27.07it/s, loss=3.4, v_num=0]
    Epoch 3:  73%|███████▎  | 24434/33666 [15:02<05:41, 27.07it/s, loss=3.32, v_num=0]
    Epoch 3:  73%|███████▎  | 24435/33666 [15:02<05:41, 27.07it/s, loss=3.32, v_num=0]
    Epoch 3:  73%|███████▎  | 24435/33666 [15:02<05:41, 27.07it/s, loss=3.26, v_num=0]
    Epoch 3:  73%|███████▎  | 24436/33666 [15:02<05:40, 27.07it/s, loss=3.26, v_num=0]
    Epoch 3:  73%|███████▎  | 24436/33666 [15:02<05:40, 27.07it/s, loss=3.36, v_num=0]
    Epoch 3:  73%|███████▎  | 24437/33666 [15:02<05:40, 27.07it/s, loss=3.36, v_num=0]
    Epoch 3:  73%|███████▎  | 24437/33666 [15:02<05:40, 27.07it/s, loss=3.36, v_num=0]
    Epoch 3:  73%|███████▎  | 24438/33666 [15:02<05:40, 27.07it/s, loss=3.36, v_num=0]
    Epoch 3:  73%|███████▎  | 24438/33666 [15:02<05:40, 27.07it/s, loss=3.39, v_num=0]
    Epoch 3:  73%|███████▎  | 24439/33666 [15:02<05:40, 27.07it/s, loss=3.39, v_num=0]
    Epoch 3:  73%|███████▎  | 24439/33666 [15:02<05:40, 27.07it/s, loss=3.33, v_num=0]
    Epoch 3:  73%|███████▎  | 24440/33666 [15:02<05:40, 27.07it/s, loss=3.33, v_num=0]
    Epoch 3:  73%|███████▎  | 24440/33666 [15:02<05:40, 27.07it/s, loss=3.31, v_num=0]
    Epoch 3:  73%|███████▎  | 24441/33666 [15:02<05:40, 27.07it/s, loss=3.31, v_num=0]
    Epoch 3:  73%|███████▎  | 24441/33666 [15:02<05:40, 27.07it/s, loss=3.33, v_num=0]
    Epoch 3:  73%|███████▎  | 24442/33666 [15:02<05:40, 27.07it/s, loss=3.33, v_num=0]
    Epoch 3:  73%|███████▎  | 24442/33666 [15:02<05:40, 27.07it/s, loss=3.31, v_num=0]
    Epoch 3:  73%|███████▎  | 24443/33666 [15:02<05:40, 27.07it/s, loss=3.31, v_num=0]
    Epoch 3:  73%|███████▎  | 24443/33666 [15:02<05:40, 27.07it/s, loss=3.32, v_num=0]
    Epoch 3:  73%|███████▎  | 24444/33666 [15:03<05:40, 27.07it/s, loss=3.32, v_num=0]
    Epoch 3:  73%|███████▎  | 24444/33666 [15:03<05:40, 27.07it/s, loss=3.31, v_num=0]
    Epoch 3:  73%|███████▎  | 24445/33666 [15:03<05:40, 27.07it/s, loss=3.31, v_num=0]
    Epoch 3:  73%|███████▎  | 24445/33666 [15:03<05:40, 27.07it/s, loss=3.35, v_num=0]
    Epoch 3:  73%|███████▎  | 24446/33666 [15:03<05:40, 27.07it/s, loss=3.35, v_num=0]
    Epoch 3:  73%|███████▎  | 24446/33666 [15:03<05:40, 27.07it/s, loss=3.37, v_num=0]
    Epoch 3:  73%|███████▎  | 24447/33666 [15:03<05:40, 27.07it/s, loss=3.37, v_num=0]
    Epoch 3:  73%|███████▎  | 24447/33666 [15:03<05:40, 27.07it/s, loss=3.42, v_num=0]
    Epoch 3:  73%|███████▎  | 24448/33666 [15:03<05:40, 27.07it/s, loss=3.42, v_num=0]
    Epoch 3:  73%|███████▎  | 24448/33666 [15:03<05:40, 27.07it/s, loss=3.39, v_num=0]
    Epoch 3:  73%|███████▎  | 24449/33666 [15:03<05:40, 27.07it/s, loss=3.39, v_num=0]
    Epoch 3:  73%|███████▎  | 24449/33666 [15:03<05:40, 27.07it/s, loss=3.34, v_num=0]
    Epoch 3:  73%|███████▎  | 24450/33666 [15:03<05:40, 27.07it/s, loss=3.34, v_num=0]
    Epoch 3:  73%|███████▎  | 24450/33666 [15:03<05:40, 27.07it/s, loss=3.36, v_num=0]
    Epoch 3:  73%|███████▎  | 24451/33666 [15:03<05:40, 27.07it/s, loss=3.36, v_num=0]
    Epoch 3:  73%|███████▎  | 24451/33666 [15:03<05:40, 27.07it/s, loss=3.31, v_num=0]
    Epoch 3:  73%|███████▎  | 24452/33666 [15:03<05:40, 27.07it/s, loss=3.31, v_num=0]
    Epoch 3:  73%|███████▎  | 24452/33666 [15:03<05:40, 27.07it/s, loss=3.32, v_num=0]
    Epoch 3:  73%|███████▎  | 24453/33666 [15:03<05:40, 27.07it/s, loss=3.32, v_num=0]
    Epoch 3:  73%|███████▎  | 24453/33666 [15:03<05:40, 27.07it/s, loss=3.3, v_num=0] 
    Epoch 3:  73%|███████▎  | 24454/33666 [15:03<05:40, 27.07it/s, loss=3.3, v_num=0]
    Epoch 3:  73%|███████▎  | 24454/33666 [15:03<05:40, 27.07it/s, loss=3.39, v_num=0]
    Epoch 3:  73%|███████▎  | 24455/33666 [15:03<05:40, 27.07it/s, loss=3.39, v_num=0]
    Epoch 3:  73%|███████▎  | 24455/33666 [15:03<05:40, 27.07it/s, loss=3.47, v_num=0]
    Epoch 3:  73%|███████▎  | 24456/33666 [15:03<05:40, 27.07it/s, loss=3.47, v_num=0]
    Epoch 3:  73%|███████▎  | 24456/33666 [15:03<05:40, 27.07it/s, loss=3.4, v_num=0] 
    Epoch 3:  73%|███████▎  | 24457/33666 [15:03<05:40, 27.07it/s, loss=3.4, v_num=0]
    Epoch 3:  73%|███████▎  | 24457/33666 [15:03<05:40, 27.07it/s, loss=3.43, v_num=0]
    Epoch 3:  73%|███████▎  | 24458/33666 [15:03<05:40, 27.07it/s, loss=3.43, v_num=0]
    Epoch 3:  73%|███████▎  | 24458/33666 [15:03<05:40, 27.07it/s, loss=3.55, v_num=0]
    Epoch 3:  73%|███████▎  | 24459/33666 [15:03<05:40, 27.07it/s, loss=3.55, v_num=0]
    Epoch 3:  73%|███████▎  | 24459/33666 [15:03<05:40, 27.07it/s, loss=3.52, v_num=0]
    Epoch 3:  73%|███████▎  | 24460/33666 [15:03<05:40, 27.07it/s, loss=3.52, v_num=0]
    Epoch 3:  73%|███████▎  | 24460/33666 [15:03<05:40, 27.07it/s, loss=3.5, v_num=0] 
    Epoch 3:  73%|███████▎  | 24461/33666 [15:03<05:40, 27.07it/s, loss=3.5, v_num=0]
    Epoch 3:  73%|███████▎  | 24461/33666 [15:03<05:40, 27.07it/s, loss=3.52, v_num=0]
    Epoch 3:  73%|███████▎  | 24462/33666 [15:03<05:40, 27.07it/s, loss=3.52, v_num=0]
    Epoch 3:  73%|███████▎  | 24462/33666 [15:03<05:40, 27.07it/s, loss=3.47, v_num=0]
    Epoch 3:  73%|███████▎  | 24463/33666 [15:03<05:39, 27.07it/s, loss=3.47, v_num=0]
    Epoch 3:  73%|███████▎  | 24463/33666 [15:03<05:39, 27.07it/s, loss=3.46, v_num=0]
    Epoch 3:  73%|███████▎  | 24464/33666 [15:03<05:39, 27.07it/s, loss=3.46, v_num=0]
    Epoch 3:  73%|███████▎  | 24464/33666 [15:03<05:39, 27.07it/s, loss=3.44, v_num=0]
    Epoch 3:  73%|███████▎  | 24465/33666 [15:03<05:39, 27.07it/s, loss=3.44, v_num=0]
    Epoch 3:  73%|███████▎  | 24465/33666 [15:03<05:39, 27.07it/s, loss=3.44, v_num=0]
    Epoch 3:  73%|███████▎  | 24466/33666 [15:03<05:39, 27.07it/s, loss=3.44, v_num=0]
    Epoch 3:  73%|███████▎  | 24466/33666 [15:03<05:39, 27.07it/s, loss=3.45, v_num=0]
    Epoch 3:  73%|███████▎  | 24467/33666 [15:03<05:39, 27.07it/s, loss=3.45, v_num=0]
    Epoch 3:  73%|███████▎  | 24467/33666 [15:03<05:39, 27.07it/s, loss=3.46, v_num=0]
    Epoch 3:  73%|███████▎  | 24468/33666 [15:03<05:39, 27.07it/s, loss=3.46, v_num=0]
    Epoch 3:  73%|███████▎  | 24468/33666 [15:03<05:39, 27.07it/s, loss=3.5, v_num=0] 
    Epoch 3:  73%|███████▎  | 24469/33666 [15:03<05:39, 27.07it/s, loss=3.5, v_num=0]
    Epoch 3:  73%|███████▎  | 24469/33666 [15:03<05:39, 27.07it/s, loss=3.46, v_num=0]
    Epoch 3:  73%|███████▎  | 24470/33666 [15:04<05:39, 27.07it/s, loss=3.46, v_num=0]
    Epoch 3:  73%|███████▎  | 24470/33666 [15:04<05:39, 27.07it/s, loss=3.37, v_num=0]
    Epoch 3:  73%|███████▎  | 24471/33666 [15:04<05:39, 27.07it/s, loss=3.37, v_num=0]
    Epoch 3:  73%|███████▎  | 24471/33666 [15:04<05:39, 27.07it/s, loss=3.27, v_num=0]
    Epoch 3:  73%|███████▎  | 24472/33666 [15:04<05:39, 27.07it/s, loss=3.27, v_num=0]
    Epoch 3:  73%|███████▎  | 24472/33666 [15:04<05:39, 27.07it/s, loss=3.21, v_num=0]
    Epoch 3:  73%|███████▎  | 24473/33666 [15:04<05:39, 27.07it/s, loss=3.21, v_num=0]
    Epoch 3:  73%|███████▎  | 24473/33666 [15:04<05:39, 27.07it/s, loss=3.23, v_num=0]
    Epoch 3:  73%|███████▎  | 24474/33666 [15:04<05:39, 27.07it/s, loss=3.23, v_num=0]
    Epoch 3:  73%|███████▎  | 24474/33666 [15:04<05:39, 27.07it/s, loss=3.26, v_num=0]
    Epoch 3:  73%|███████▎  | 24475/33666 [15:04<05:39, 27.07it/s, loss=3.26, v_num=0]
    Epoch 3:  73%|███████▎  | 24475/33666 [15:04<05:39, 27.07it/s, loss=3.2, v_num=0] 
    Epoch 3:  73%|███████▎  | 24476/33666 [15:04<05:39, 27.07it/s, loss=3.2, v_num=0]
    Epoch 3:  73%|███████▎  | 24476/33666 [15:04<05:39, 27.07it/s, loss=3.23, v_num=0]
    Epoch 3:  73%|███████▎  | 24477/33666 [15:04<05:39, 27.07it/s, loss=3.23, v_num=0]
    Epoch 3:  73%|███████▎  | 24477/33666 [15:04<05:39, 27.07it/s, loss=3.19, v_num=0]
    Epoch 3:  73%|███████▎  | 24478/33666 [15:04<05:39, 27.07it/s, loss=3.19, v_num=0]
    Epoch 3:  73%|███████▎  | 24478/33666 [15:04<05:39, 27.07it/s, loss=3.08, v_num=0]
    Epoch 3:  73%|███████▎  | 24479/33666 [15:04<05:39, 27.07it/s, loss=3.08, v_num=0]
    Epoch 3:  73%|███████▎  | 24479/33666 [15:04<05:39, 27.07it/s, loss=3.11, v_num=0]
    Epoch 3:  73%|███████▎  | 24480/33666 [15:04<05:39, 27.07it/s, loss=3.11, v_num=0]
    Epoch 3:  73%|███████▎  | 24480/33666 [15:04<05:39, 27.07it/s, loss=3.1, v_num=0] 
    Epoch 3:  73%|███████▎  | 24481/33666 [15:04<05:39, 27.07it/s, loss=3.1, v_num=0]
    Epoch 3:  73%|███████▎  | 24481/33666 [15:04<05:39, 27.07it/s, loss=3.09, v_num=0]
    Epoch 3:  73%|███████▎  | 24482/33666 [15:04<05:39, 27.07it/s, loss=3.09, v_num=0]
    Epoch 3:  73%|███████▎  | 24482/33666 [15:04<05:39, 27.07it/s, loss=3.06, v_num=0]
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    Epoch 3:  73%|███████▎  | 24483/33666 [15:04<05:39, 27.07it/s, loss=3.03, v_num=0]
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    Epoch 3:  73%|███████▎  | 24496/33666 [15:04<05:38, 27.07it/s, loss=2.98, v_num=0]
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    Epoch 3:  73%|███████▎  | 24500/33666 [15:05<05:38, 27.07it/s, loss=3.03, v_num=0]
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    Epoch 3:  73%|███████▎  | 24504/33666 [15:05<05:38, 27.07it/s, loss=2.93, v_num=0]
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    Epoch 3:  73%|███████▎  | 24505/33666 [15:05<05:38, 27.07it/s, loss=2.89, v_num=0]
    Epoch 3:  73%|███████▎  | 24506/33666 [15:05<05:38, 27.07it/s, loss=2.89, v_num=0]
    Epoch 3:  73%|███████▎  | 24506/33666 [15:05<05:38, 27.07it/s, loss=2.85, v_num=0]
    Epoch 3:  73%|███████▎  | 24507/33666 [15:05<05:38, 27.07it/s, loss=2.85, v_num=0]
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    Epoch 3:  73%|███████▎  | 24509/33666 [15:05<05:38, 27.07it/s, loss=2.69, v_num=0]
    Epoch 3:  73%|███████▎  | 24509/33666 [15:05<05:38, 27.07it/s, loss=2.74, v_num=0]
    Epoch 3:  73%|███████▎  | 24510/33666 [15:05<05:38, 27.07it/s, loss=2.74, v_num=0]
    Epoch 3:  73%|███████▎  | 24510/33666 [15:05<05:38, 27.07it/s, loss=2.68, v_num=0]
    Epoch 3:  73%|███████▎  | 24511/33666 [15:05<05:38, 27.07it/s, loss=2.68, v_num=0]
    Epoch 3:  73%|███████▎  | 24511/33666 [15:05<05:38, 27.07it/s, loss=2.69, v_num=0]
    Epoch 3:  73%|███████▎  | 24512/33666 [15:05<05:38, 27.07it/s, loss=2.69, v_num=0]
    Epoch 3:  73%|███████▎  | 24512/33666 [15:05<05:38, 27.07it/s, loss=2.68, v_num=0]
    Epoch 3:  73%|███████▎  | 24513/33666 [15:05<05:38, 27.07it/s, loss=2.68, v_num=0]
    Epoch 3:  73%|███████▎  | 24513/33666 [15:05<05:38, 27.07it/s, loss=2.78, v_num=0]
    Epoch 3:  73%|███████▎  | 24514/33666 [15:05<05:38, 27.07it/s, loss=2.78, v_num=0]
    Epoch 3:  73%|███████▎  | 24514/33666 [15:05<05:38, 27.07it/s, loss=2.84, v_num=0]
    Epoch 3:  73%|███████▎  | 24515/33666 [15:05<05:38, 27.07it/s, loss=2.84, v_num=0]
    Epoch 3:  73%|███████▎  | 24515/33666 [15:05<05:38, 27.07it/s, loss=2.89, v_num=0]
    Epoch 3:  73%|███████▎  | 24516/33666 [15:05<05:38, 27.07it/s, loss=2.89, v_num=0]
    Epoch 3:  73%|███████▎  | 24516/33666 [15:05<05:38, 27.07it/s, loss=2.85, v_num=0]
    Epoch 3:  73%|███████▎  | 24517/33666 [15:05<05:37, 27.07it/s, loss=2.85, v_num=0]
    Epoch 3:  73%|███████▎  | 24517/33666 [15:05<05:37, 27.07it/s, loss=2.84, v_num=0]
    Epoch 3:  73%|███████▎  | 24518/33666 [15:05<05:37, 27.07it/s, loss=2.84, v_num=0]
    Epoch 3:  73%|███████▎  | 24518/33666 [15:05<05:37, 27.07it/s, loss=2.69, v_num=0]
    Epoch 3:  73%|███████▎  | 24519/33666 [15:05<05:37, 27.07it/s, loss=2.69, v_num=0]
    Epoch 3:  73%|███████▎  | 24519/33666 [15:05<05:37, 27.07it/s, loss=2.65, v_num=0]
    Epoch 3:  73%|███████▎  | 24520/33666 [15:05<05:37, 27.07it/s, loss=2.65, v_num=0]
    Epoch 3:  73%|███████▎  | 24520/33666 [15:05<05:37, 27.07it/s, loss=2.7, v_num=0] 
    Epoch 3:  73%|███████▎  | 24521/33666 [15:05<05:37, 27.07it/s, loss=2.7, v_num=0]
    Epoch 3:  73%|███████▎  | 24521/33666 [15:05<05:37, 27.07it/s, loss=2.83, v_num=0]
    Epoch 3:  73%|███████▎  | 24522/33666 [15:05<05:37, 27.07it/s, loss=2.83, v_num=0]
    Epoch 3:  73%|███████▎  | 24522/33666 [15:05<05:37, 27.07it/s, loss=2.75, v_num=0]
    Epoch 3:  73%|███████▎  | 24523/33666 [15:05<05:37, 27.07it/s, loss=2.75, v_num=0]
    Epoch 3:  73%|███████▎  | 24523/33666 [15:05<05:37, 27.07it/s, loss=2.89, v_num=0]
    Epoch 3:  73%|███████▎  | 24524/33666 [15:05<05:37, 27.07it/s, loss=2.89, v_num=0]
    Epoch 3:  73%|███████▎  | 24524/33666 [15:05<05:37, 27.07it/s, loss=2.87, v_num=0]
    Epoch 3:  73%|███████▎  | 24525/33666 [15:06<05:37, 27.07it/s, loss=2.87, v_num=0]
    Epoch 3:  73%|███████▎  | 24525/33666 [15:06<05:37, 27.07it/s, loss=3.04, v_num=0]
    Epoch 3:  73%|███████▎  | 24526/33666 [15:06<05:37, 27.07it/s, loss=3.04, v_num=0]
    Epoch 3:  73%|███████▎  | 24526/33666 [15:06<05:37, 27.07it/s, loss=3.15, v_num=0]
    Epoch 3:  73%|███████▎  | 24527/33666 [15:06<05:37, 27.07it/s, loss=3.15, v_num=0]
    Epoch 3:  73%|███████▎  | 24527/33666 [15:06<05:37, 27.07it/s, loss=3.32, v_num=0]
    Epoch 3:  73%|███████▎  | 24528/33666 [15:06<05:37, 27.07it/s, loss=3.32, v_num=0]
    Epoch 3:  73%|███████▎  | 24528/33666 [15:06<05:37, 27.07it/s, loss=3.43, v_num=0]
    Epoch 3:  73%|███████▎  | 24529/33666 [15:06<05:37, 27.07it/s, loss=3.43, v_num=0]
    Epoch 3:  73%|███████▎  | 24529/33666 [15:06<05:37, 27.07it/s, loss=3.47, v_num=0]
    Epoch 3:  73%|███████▎  | 24530/33666 [15:06<05:37, 27.07it/s, loss=3.47, v_num=0]
    Epoch 3:  73%|███████▎  | 24530/33666 [15:06<05:37, 27.07it/s, loss=3.54, v_num=0]
    Epoch 3:  73%|███████▎  | 24531/33666 [15:06<05:37, 27.07it/s, loss=3.54, v_num=0]
    Epoch 3:  73%|███████▎  | 24531/33666 [15:06<05:37, 27.07it/s, loss=3.55, v_num=0]
    Epoch 3:  73%|███████▎  | 24532/33666 [15:06<05:37, 27.07it/s, loss=3.55, v_num=0]
    Epoch 3:  73%|███████▎  | 24532/33666 [15:06<05:37, 27.07it/s, loss=3.68, v_num=0]
    Epoch 3:  73%|███████▎  | 24533/33666 [15:06<05:37, 27.07it/s, loss=3.68, v_num=0]
    Epoch 3:  73%|███████▎  | 24533/33666 [15:06<05:37, 27.07it/s, loss=3.63, v_num=0]
    Epoch 3:  73%|███████▎  | 24534/33666 [15:06<05:37, 27.07it/s, loss=3.63, v_num=0]
    Epoch 3:  73%|███████▎  | 24534/33666 [15:06<05:37, 27.07it/s, loss=3.58, v_num=0]
    Epoch 3:  73%|███████▎  | 24535/33666 [15:06<05:37, 27.07it/s, loss=3.58, v_num=0]
    Epoch 3:  73%|███████▎  | 24535/33666 [15:06<05:37, 27.07it/s, loss=3.56, v_num=0]
    Epoch 3:  73%|███████▎  | 24536/33666 [15:06<05:37, 27.07it/s, loss=3.56, v_num=0]
    Epoch 3:  73%|███████▎  | 24536/33666 [15:06<05:37, 27.07it/s, loss=3.63, v_num=0]
    Epoch 3:  73%|███████▎  | 24537/33666 [15:06<05:37, 27.07it/s, loss=3.63, v_num=0]
    Epoch 3:  73%|███████▎  | 24537/33666 [15:06<05:37, 27.07it/s, loss=3.67, v_num=0]
    Epoch 3:  73%|███████▎  | 24538/33666 [15:06<05:37, 27.07it/s, loss=3.67, v_num=0]
    Epoch 3:  73%|███████▎  | 24538/33666 [15:06<05:37, 27.07it/s, loss=3.74, v_num=0]
    Epoch 3:  73%|███████▎  | 24539/33666 [15:06<05:37, 27.07it/s, loss=3.74, v_num=0]
    Epoch 3:  73%|███████▎  | 24539/33666 [15:06<05:37, 27.07it/s, loss=3.8, v_num=0] 
    Epoch 3:  73%|███████▎  | 24540/33666 [15:06<05:37, 27.07it/s, loss=3.8, v_num=0]
    Epoch 3:  73%|███████▎  | 24540/33666 [15:06<05:37, 27.07it/s, loss=3.83, v_num=0]
    Epoch 3:  73%|███████▎  | 24541/33666 [15:06<05:37, 27.07it/s, loss=3.83, v_num=0]
    Epoch 3:  73%|███████▎  | 24541/33666 [15:06<05:37, 27.07it/s, loss=3.87, v_num=0]
    Epoch 3:  73%|███████▎  | 24542/33666 [15:06<05:37, 27.07it/s, loss=3.87, v_num=0]
    Epoch 3:  73%|███████▎  | 24542/33666 [15:06<05:37, 27.07it/s, loss=3.88, v_num=0]
    Epoch 3:  73%|███████▎  | 24543/33666 [15:06<05:37, 27.07it/s, loss=3.88, v_num=0]
    Epoch 3:  73%|███████▎  | 24543/33666 [15:06<05:37, 27.07it/s, loss=3.85, v_num=0]
    Epoch 3:  73%|███████▎  | 24544/33666 [15:06<05:36, 27.07it/s, loss=3.85, v_num=0]
    Epoch 3:  73%|███████▎  | 24544/33666 [15:06<05:36, 27.07it/s, loss=3.91, v_num=0]
    Epoch 3:  73%|███████▎  | 24545/33666 [15:06<05:36, 27.07it/s, loss=3.91, v_num=0]
    Epoch 3:  73%|███████▎  | 24545/33666 [15:06<05:36, 27.07it/s, loss=3.79, v_num=0]
    Epoch 3:  73%|███████▎  | 24546/33666 [15:06<05:36, 27.07it/s, loss=3.79, v_num=0]
    Epoch 3:  73%|███████▎  | 24546/33666 [15:06<05:36, 27.07it/s, loss=3.68, v_num=0]
    Epoch 3:  73%|███████▎  | 24547/33666 [15:06<05:36, 27.07it/s, loss=3.68, v_num=0]
    Epoch 3:  73%|███████▎  | 24547/33666 [15:06<05:36, 27.07it/s, loss=3.69, v_num=0]
    Epoch 3:  73%|███████▎  | 24548/33666 [15:06<05:36, 27.07it/s, loss=3.69, v_num=0]
    Epoch 3:  73%|███████▎  | 24548/33666 [15:06<05:36, 27.07it/s, loss=3.7, v_num=0] 
    Epoch 3:  73%|███████▎  | 24549/33666 [15:06<05:36, 27.07it/s, loss=3.7, v_num=0]
    Epoch 3:  73%|███████▎  | 24549/33666 [15:06<05:36, 27.07it/s, loss=3.71, v_num=0]
    Epoch 3:  73%|███████▎  | 24550/33666 [15:06<05:36, 27.07it/s, loss=3.71, v_num=0]
    Epoch 3:  73%|███████▎  | 24550/33666 [15:06<05:36, 27.07it/s, loss=3.58, v_num=0]
    Epoch 3:  73%|███████▎  | 24551/33666 [15:06<05:36, 27.07it/s, loss=3.58, v_num=0]
    Epoch 3:  73%|███████▎  | 24551/33666 [15:06<05:36, 27.07it/s, loss=3.53, v_num=0]
    Epoch 3:  73%|███████▎  | 24552/33666 [15:07<05:36, 27.07it/s, loss=3.53, v_num=0]
    Epoch 3:  73%|███████▎  | 24552/33666 [15:07<05:36, 27.07it/s, loss=3.38, v_num=0]
    Epoch 3:  73%|███████▎  | 24553/33666 [15:07<05:36, 27.07it/s, loss=3.38, v_num=0]
    Epoch 3:  73%|███████▎  | 24553/33666 [15:07<05:36, 27.07it/s, loss=3.48, v_num=0]
    Epoch 3:  73%|███████▎  | 24554/33666 [15:07<05:36, 27.07it/s, loss=3.48, v_num=0]
    Epoch 3:  73%|███████▎  | 24554/33666 [15:07<05:36, 27.07it/s, loss=3.51, v_num=0]
    Epoch 3:  73%|███████▎  | 24555/33666 [15:07<05:36, 27.07it/s, loss=3.51, v_num=0]
    Epoch 3:  73%|███████▎  | 24555/33666 [15:07<05:36, 27.07it/s, loss=3.53, v_num=0]
    Epoch 3:  73%|███████▎  | 24556/33666 [15:07<05:36, 27.07it/s, loss=3.53, v_num=0]
    Epoch 3:  73%|███████▎  | 24556/33666 [15:07<05:36, 27.07it/s, loss=3.52, v_num=0]
    Epoch 3:  73%|███████▎  | 24557/33666 [15:07<05:36, 27.07it/s, loss=3.52, v_num=0]
    Epoch 3:  73%|███████▎  | 24557/33666 [15:07<05:36, 27.07it/s, loss=3.51, v_num=0]
    Epoch 3:  73%|███████▎  | 24558/33666 [15:07<05:36, 27.07it/s, loss=3.51, v_num=0]
    Epoch 3:  73%|███████▎  | 24558/33666 [15:07<05:36, 27.07it/s, loss=3.51, v_num=0]
    Epoch 3:  73%|███████▎  | 24559/33666 [15:07<05:36, 27.07it/s, loss=3.51, v_num=0]
    Epoch 3:  73%|███████▎  | 24559/33666 [15:07<05:36, 27.07it/s, loss=3.49, v_num=0]
    Epoch 3:  73%|███████▎  | 24560/33666 [15:07<05:36, 27.07it/s, loss=3.49, v_num=0]
    Epoch 3:  73%|███████▎  | 24560/33666 [15:07<05:36, 27.07it/s, loss=3.41, v_num=0]
    Epoch 3:  73%|███████▎  | 24561/33666 [15:07<05:36, 27.07it/s, loss=3.41, v_num=0]
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    Epoch 3:  73%|███████▎  | 24567/33666 [15:07<05:36, 27.07it/s, loss=3.34, v_num=0]
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    Epoch 3:  73%|███████▎  | 24575/33666 [15:07<05:35, 27.07it/s, loss=3.28, v_num=0]
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    Epoch 3:  73%|███████▎  | 24578/33666 [15:07<05:35, 27.07it/s, loss=3.31, v_num=0]
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    Epoch 3:  73%|███████▎  | 24581/33666 [15:08<05:35, 27.07it/s, loss=3.29, v_num=0]
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    Epoch 3:  73%|███████▎  | 24585/33666 [15:08<05:35, 27.07it/s, loss=3.4, v_num=0]
    Epoch 3:  73%|███████▎  | 24585/33666 [15:08<05:35, 27.07it/s, loss=3.47, v_num=0]
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    Epoch 3:  73%|███████▎  | 24586/33666 [15:08<05:35, 27.07it/s, loss=3.42, v_num=0]
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    Epoch 3:  73%|███████▎  | 24587/33666 [15:08<05:35, 27.07it/s, loss=3.33, v_num=0]
    Epoch 3:  73%|███████▎  | 24588/33666 [15:08<05:35, 27.07it/s, loss=3.33, v_num=0]
    Epoch 3:  73%|███████▎  | 24588/33666 [15:08<05:35, 27.07it/s, loss=3.32, v_num=0]
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    Epoch 3:  73%|███████▎  | 24589/33666 [15:08<05:35, 27.07it/s, loss=3.3, v_num=0] 
    Epoch 3:  73%|███████▎  | 24590/33666 [15:08<05:35, 27.07it/s, loss=3.3, v_num=0]
    Epoch 3:  73%|███████▎  | 24590/33666 [15:08<05:35, 27.07it/s, loss=3.29, v_num=0]
    Epoch 3:  73%|███████▎  | 24591/33666 [15:08<05:35, 27.07it/s, loss=3.29, v_num=0]
    Epoch 3:  73%|███████▎  | 24591/33666 [15:08<05:35, 27.07it/s, loss=3.28, v_num=0]
    Epoch 3:  73%|███████▎  | 24592/33666 [15:08<05:35, 27.07it/s, loss=3.28, v_num=0]
    Epoch 3:  73%|███████▎  | 24592/33666 [15:08<05:35, 27.07it/s, loss=3.26, v_num=0]
    Epoch 3:  73%|███████▎  | 24593/33666 [15:08<05:35, 27.07it/s, loss=3.26, v_num=0]
    Epoch 3:  73%|███████▎  | 24593/33666 [15:08<05:35, 27.07it/s, loss=3.28, v_num=0]
    Epoch 3:  73%|███████▎  | 24594/33666 [15:08<05:35, 27.07it/s, loss=3.28, v_num=0]
    Epoch 3:  73%|███████▎  | 24594/33666 [15:08<05:35, 27.07it/s, loss=3.23, v_num=0]
    Epoch 3:  73%|███████▎  | 24595/33666 [15:08<05:35, 27.07it/s, loss=3.23, v_num=0]
    Epoch 3:  73%|███████▎  | 24595/33666 [15:08<05:35, 27.07it/s, loss=3.13, v_num=0]
    Epoch 3:  73%|███████▎  | 24596/33666 [15:08<05:35, 27.07it/s, loss=3.13, v_num=0]
    Epoch 3:  73%|███████▎  | 24596/33666 [15:08<05:35, 27.07it/s, loss=3.2, v_num=0] 
    Epoch 3:  73%|███████▎  | 24597/33666 [15:08<05:35, 27.07it/s, loss=3.2, v_num=0]
    Epoch 3:  73%|███████▎  | 24597/33666 [15:08<05:35, 27.07it/s, loss=3.32, v_num=0]
    Epoch 3:  73%|███████▎  | 24598/33666 [15:08<05:35, 27.07it/s, loss=3.32, v_num=0]
    Epoch 3:  73%|███████▎  | 24598/33666 [15:08<05:35, 27.07it/s, loss=3.37, v_num=0]
    Epoch 3:  73%|███████▎  | 24599/33666 [15:08<05:34, 27.07it/s, loss=3.37, v_num=0]
    Epoch 3:  73%|███████▎  | 24599/33666 [15:08<05:34, 27.07it/s, loss=3.25, v_num=0]
    Epoch 3:  73%|███████▎  | 24600/33666 [15:08<05:34, 27.07it/s, loss=3.25, v_num=0]
    Epoch 3:  73%|███████▎  | 24600/33666 [15:08<05:34, 27.07it/s, loss=3.25, v_num=0]
    Epoch 3:  73%|███████▎  | 24601/33666 [15:08<05:34, 27.07it/s, loss=3.25, v_num=0]
    Epoch 3:  73%|███████▎  | 24601/33666 [15:08<05:34, 27.07it/s, loss=3.21, v_num=0]
    Epoch 3:  73%|███████▎  | 24602/33666 [15:08<05:34, 27.07it/s, loss=3.21, v_num=0]
    Epoch 3:  73%|███████▎  | 24602/33666 [15:08<05:34, 27.07it/s, loss=3.27, v_num=0]
    Epoch 3:  73%|███████▎  | 24603/33666 [15:09<05:34, 27.07it/s, loss=3.27, v_num=0]
    Epoch 3:  73%|███████▎  | 24603/33666 [15:09<05:34, 27.07it/s, loss=3.17, v_num=0]
    Epoch 3:  73%|███████▎  | 24604/33666 [15:09<05:34, 27.07it/s, loss=3.17, v_num=0]
    Epoch 3:  73%|███████▎  | 24604/33666 [15:09<05:34, 27.07it/s, loss=3.16, v_num=0]
    Epoch 3:  73%|███████▎  | 24605/33666 [15:09<05:34, 27.07it/s, loss=3.16, v_num=0]
    Epoch 3:  73%|███████▎  | 24605/33666 [15:09<05:34, 27.07it/s, loss=3.05, v_num=0]
    Epoch 3:  73%|███████▎  | 24606/33666 [15:09<05:34, 27.07it/s, loss=3.05, v_num=0]
    Epoch 3:  73%|███████▎  | 24606/33666 [15:09<05:34, 27.07it/s, loss=3.08, v_num=0]
    Epoch 3:  73%|███████▎  | 24607/33666 [15:09<05:34, 27.07it/s, loss=3.08, v_num=0]
    Epoch 3:  73%|███████▎  | 24607/33666 [15:09<05:34, 27.07it/s, loss=3.1, v_num=0] 
    Epoch 3:  73%|███████▎  | 24608/33666 [15:09<05:34, 27.07it/s, loss=3.1, v_num=0]
    Epoch 3:  73%|███████▎  | 24608/33666 [15:09<05:34, 27.07it/s, loss=3.09, v_num=0]
    Epoch 3:  73%|███████▎  | 24609/33666 [15:09<05:34, 27.07it/s, loss=3.09, v_num=0]
    Epoch 3:  73%|███████▎  | 24609/33666 [15:09<05:34, 27.07it/s, loss=3.07, v_num=0]
    Epoch 3:  73%|███████▎  | 24610/33666 [15:09<05:34, 27.06it/s, loss=3.07, v_num=0]
    Epoch 3:  73%|███████▎  | 24610/33666 [15:09<05:34, 27.06it/s, loss=3.14, v_num=0]
    Epoch 3:  73%|███████▎  | 24611/33666 [15:09<05:34, 27.06it/s, loss=3.14, v_num=0]
    Epoch 3:  73%|███████▎  | 24611/33666 [15:09<05:34, 27.06it/s, loss=3.09, v_num=0]
    Epoch 3:  73%|███████▎  | 24612/33666 [15:09<05:34, 27.06it/s, loss=3.09, v_num=0]
    Epoch 3:  73%|███████▎  | 24612/33666 [15:09<05:34, 27.06it/s, loss=3.13, v_num=0]
    Epoch 3:  73%|███████▎  | 24613/33666 [15:09<05:34, 27.06it/s, loss=3.13, v_num=0]
    Epoch 3:  73%|███████▎  | 24613/33666 [15:09<05:34, 27.06it/s, loss=3.2, v_num=0] 
    Epoch 3:  73%|███████▎  | 24614/33666 [15:09<05:34, 27.06it/s, loss=3.2, v_num=0]
    Epoch 3:  73%|███████▎  | 24614/33666 [15:09<05:34, 27.06it/s, loss=3.24, v_num=0]
    Epoch 3:  73%|███████▎  | 24615/33666 [15:09<05:34, 27.06it/s, loss=3.24, v_num=0]
    Epoch 3:  73%|███████▎  | 24615/33666 [15:09<05:34, 27.06it/s, loss=3.29, v_num=0]
    Epoch 3:  73%|███████▎  | 24616/33666 [15:09<05:34, 27.06it/s, loss=3.29, v_num=0]
    Epoch 3:  73%|███████▎  | 24616/33666 [15:09<05:34, 27.06it/s, loss=3.2, v_num=0] 
    Epoch 3:  73%|███████▎  | 24617/33666 [15:09<05:34, 27.06it/s, loss=3.2, v_num=0]
    Epoch 3:  73%|███████▎  | 24617/33666 [15:09<05:34, 27.06it/s, loss=3.12, v_num=0]
    Epoch 3:  73%|███████▎  | 24618/33666 [15:09<05:34, 27.06it/s, loss=3.12, v_num=0]
    Epoch 3:  73%|███████▎  | 24618/33666 [15:09<05:34, 27.06it/s, loss=3.02, v_num=0]
    Epoch 3:  73%|███████▎  | 24619/33666 [15:09<05:34, 27.06it/s, loss=3.02, v_num=0]
    Epoch 3:  73%|███████▎  | 24619/33666 [15:09<05:34, 27.06it/s, loss=3.05, v_num=0]
    Epoch 3:  73%|███████▎  | 24620/33666 [15:09<05:34, 27.06it/s, loss=3.05, v_num=0]
    Epoch 3:  73%|███████▎  | 24620/33666 [15:09<05:34, 27.06it/s, loss=3.17, v_num=0]
    Epoch 3:  73%|███████▎  | 24621/33666 [15:09<05:34, 27.06it/s, loss=3.17, v_num=0]
    Epoch 3:  73%|███████▎  | 24621/33666 [15:09<05:34, 27.06it/s, loss=3.19, v_num=0]
    Epoch 3:  73%|███████▎  | 24622/33666 [15:09<05:34, 27.06it/s, loss=3.19, v_num=0]
    Epoch 3:  73%|███████▎  | 24622/33666 [15:09<05:34, 27.06it/s, loss=3.18, v_num=0]
    Epoch 3:  73%|███████▎  | 24623/33666 [15:09<05:34, 27.06it/s, loss=3.18, v_num=0]
    Epoch 3:  73%|███████▎  | 24623/33666 [15:09<05:34, 27.06it/s, loss=3.09, v_num=0]
    Epoch 3:  73%|███████▎  | 24624/33666 [15:09<05:34, 27.06it/s, loss=3.09, v_num=0]
    Epoch 3:  73%|███████▎  | 24624/33666 [15:09<05:34, 27.06it/s, loss=3.11, v_num=0]
    Epoch 3:  73%|███████▎  | 24625/33666 [15:09<05:34, 27.06it/s, loss=3.11, v_num=0]
    Epoch 3:  73%|███████▎  | 24625/33666 [15:09<05:34, 27.06it/s, loss=3.19, v_num=0]
    Epoch 3:  73%|███████▎  | 24626/33666 [15:09<05:34, 27.06it/s, loss=3.19, v_num=0]
    Epoch 3:  73%|███████▎  | 24626/33666 [15:09<05:34, 27.06it/s, loss=3.19, v_num=0]
    Epoch 3:  73%|███████▎  | 24627/33666 [15:09<05:33, 27.06it/s, loss=3.19, v_num=0]
    Epoch 3:  73%|███████▎  | 24627/33666 [15:09<05:33, 27.06it/s, loss=3.22, v_num=0]
    Epoch 3:  73%|███████▎  | 24628/33666 [15:10<05:33, 27.06it/s, loss=3.22, v_num=0]
    Epoch 3:  73%|███████▎  | 24628/33666 [15:10<05:33, 27.06it/s, loss=3.18, v_num=0]
    Epoch 3:  73%|███████▎  | 24629/33666 [15:10<05:33, 27.06it/s, loss=3.18, v_num=0]
    Epoch 3:  73%|███████▎  | 24629/33666 [15:10<05:33, 27.06it/s, loss=3.17, v_num=0]
    Epoch 3:  73%|███████▎  | 24630/33666 [15:10<05:33, 27.06it/s, loss=3.17, v_num=0]
    Epoch 3:  73%|███████▎  | 24630/33666 [15:10<05:33, 27.06it/s, loss=3.08, v_num=0]
    Epoch 3:  73%|███████▎  | 24631/33666 [15:10<05:33, 27.06it/s, loss=3.08, v_num=0]
    Epoch 3:  73%|███████▎  | 24631/33666 [15:10<05:33, 27.06it/s, loss=3.14, v_num=0]
    Epoch 3:  73%|███████▎  | 24632/33666 [15:10<05:33, 27.06it/s, loss=3.14, v_num=0]
    Epoch 3:  73%|███████▎  | 24632/33666 [15:10<05:33, 27.06it/s, loss=3.01, v_num=0]
    Epoch 3:  73%|███████▎  | 24633/33666 [15:10<05:33, 27.06it/s, loss=3.01, v_num=0]
    Epoch 3:  73%|███████▎  | 24633/33666 [15:10<05:33, 27.06it/s, loss=3.01, v_num=0]
    Epoch 3:  73%|███████▎  | 24634/33666 [15:10<05:33, 27.06it/s, loss=3.01, v_num=0]
    Epoch 3:  73%|███████▎  | 24634/33666 [15:10<05:33, 27.06it/s, loss=3.03, v_num=0]
    Epoch 3:  73%|███████▎  | 24635/33666 [15:10<05:33, 27.06it/s, loss=3.03, v_num=0]
    Epoch 3:  73%|███████▎  | 24635/33666 [15:10<05:33, 27.06it/s, loss=3.03, v_num=0]
    Epoch 3:  73%|███████▎  | 24636/33666 [15:10<05:33, 27.06it/s, loss=3.03, v_num=0]
    Epoch 3:  73%|███████▎  | 24636/33666 [15:10<05:33, 27.06it/s, loss=3.12, v_num=0]
    Epoch 3:  73%|███████▎  | 24637/33666 [15:10<05:33, 27.06it/s, loss=3.12, v_num=0]
    Epoch 3:  73%|███████▎  | 24637/33666 [15:10<05:33, 27.06it/s, loss=3.02, v_num=0]
    Epoch 3:  73%|███████▎  | 24638/33666 [15:10<05:33, 27.06it/s, loss=3.02, v_num=0]
    Epoch 3:  73%|███████▎  | 24638/33666 [15:10<05:33, 27.06it/s, loss=3.06, v_num=0]
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    Epoch 3:  73%|███████▎  | 24656/33666 [15:11<05:32, 27.06it/s, loss=3.3, v_num=0] 
    Epoch 3:  73%|███████▎  | 24657/33666 [15:11<05:32, 27.06it/s, loss=3.3, v_num=0]
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    Epoch 3:  73%|███████▎  | 24658/33666 [15:11<05:32, 27.06it/s, loss=3.41, v_num=0]
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    Epoch 3:  73%|███████▎  | 24660/33666 [15:11<05:32, 27.06it/s, loss=3.25, v_num=0]
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    Epoch 3:  73%|███████▎  | 24661/33666 [15:11<05:32, 27.06it/s, loss=3.3, v_num=0] 
    Epoch 3:  73%|███████▎  | 24662/33666 [15:11<05:32, 27.06it/s, loss=3.3, v_num=0]
    Epoch 3:  73%|███████▎  | 24662/33666 [15:11<05:32, 27.06it/s, loss=3.42, v_num=0]
    Epoch 3:  73%|███████▎  | 24663/33666 [15:11<05:32, 27.06it/s, loss=3.42, v_num=0]
    Epoch 3:  73%|███████▎  | 24663/33666 [15:11<05:32, 27.06it/s, loss=3.49, v_num=0]
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    Epoch 3:  73%|███████▎  | 24664/33666 [15:11<05:32, 27.06it/s, loss=3.54, v_num=0]
    Epoch 3:  73%|███████▎  | 24665/33666 [15:11<05:32, 27.06it/s, loss=3.54, v_num=0]
    Epoch 3:  73%|███████▎  | 24665/33666 [15:11<05:32, 27.06it/s, loss=3.7, v_num=0] 
    Epoch 3:  73%|███████▎  | 24666/33666 [15:11<05:32, 27.06it/s, loss=3.7, v_num=0]
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    Epoch 3:  73%|███████▎  | 24668/33666 [15:11<05:32, 27.06it/s, loss=3.51, v_num=0]
    Epoch 3:  73%|███████▎  | 24669/33666 [15:11<05:32, 27.06it/s, loss=3.51, v_num=0]
    Epoch 3:  73%|███████▎  | 24669/33666 [15:11<05:32, 27.06it/s, loss=3.48, v_num=0]
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    Epoch 3:  73%|███████▎  | 24670/33666 [15:11<05:32, 27.06it/s, loss=3.49, v_num=0]
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    Epoch 3:  73%|███████▎  | 24671/33666 [15:11<05:32, 27.06it/s, loss=3.47, v_num=0]
    Epoch 3:  73%|███████▎  | 24672/33666 [15:11<05:32, 27.06it/s, loss=3.47, v_num=0]
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    Epoch 3:  73%|███████▎  | 24673/33666 [15:11<05:32, 27.06it/s, loss=3.46, v_num=0]
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    Epoch 3:  73%|███████▎  | 24674/33666 [15:11<05:32, 27.06it/s, loss=3.52, v_num=0]
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    Epoch 3:  73%|███████▎  | 24675/33666 [15:11<05:32, 27.06it/s, loss=3.53, v_num=0]
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    Epoch 3:  73%|███████▎  | 24676/33666 [15:11<05:32, 27.06it/s, loss=3.48, v_num=0]
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    Epoch 3:  73%|███████▎  | 24677/33666 [15:11<05:32, 27.06it/s, loss=3.52, v_num=0]
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    Epoch 3:  73%|███████▎  | 24678/33666 [15:11<05:32, 27.06it/s, loss=3.59, v_num=0]
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    Epoch 3:  73%|███████▎  | 24679/33666 [15:11<05:32, 27.06it/s, loss=3.65, v_num=0]
    Epoch 3:  73%|███████▎  | 24680/33666 [15:11<05:32, 27.06it/s, loss=3.65, v_num=0]
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    Epoch 3:  73%|███████▎  | 24681/33666 [15:11<05:32, 27.06it/s, loss=3.69, v_num=0]
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    Epoch 3:  73%|███████▎  | 24683/33666 [15:12<05:31, 27.06it/s, loss=3.6, v_num=0]
    Epoch 3:  73%|███████▎  | 24683/33666 [15:12<05:31, 27.06it/s, loss=3.48, v_num=0]
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    Epoch 3:  73%|███████▎  | 24684/33666 [15:12<05:31, 27.06it/s, loss=3.4, v_num=0] 
    Epoch 3:  73%|███████▎  | 24685/33666 [15:12<05:31, 27.06it/s, loss=3.4, v_num=0]
    Epoch 3:  73%|███████▎  | 24685/33666 [15:12<05:31, 27.06it/s, loss=3.43, v_num=0]
    Epoch 3:  73%|███████▎  | 24686/33666 [15:12<05:31, 27.06it/s, loss=3.43, v_num=0]
    Epoch 3:  73%|███████▎  | 24686/33666 [15:12<05:31, 27.06it/s, loss=3.46, v_num=0]
    Epoch 3:  73%|███████▎  | 24687/33666 [15:12<05:31, 27.06it/s, loss=3.46, v_num=0]
    Epoch 3:  73%|███████▎  | 24687/33666 [15:12<05:31, 27.06it/s, loss=3.42, v_num=0]
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    Epoch 3:  73%|███████▎  | 24689/33666 [15:12<05:31, 27.06it/s, loss=3.46, v_num=0]
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    Epoch 3:  73%|███████▎  | 24692/33666 [15:12<05:31, 27.06it/s, loss=3.38, v_num=0]
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    Epoch 3:  73%|███████▎  | 24694/33666 [15:12<05:31, 27.06it/s, loss=3.29, v_num=0]
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    Epoch 3:  73%|███████▎  | 24695/33666 [15:12<05:31, 27.06it/s, loss=3.26, v_num=0]
    Epoch 3:  73%|███████▎  | 24696/33666 [15:12<05:31, 27.06it/s, loss=3.26, v_num=0]
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    Epoch 3:  73%|███████▎  | 24697/33666 [15:12<05:31, 27.06it/s, loss=3.23, v_num=0]
    Epoch 3:  73%|███████▎  | 24697/33666 [15:12<05:31, 27.06it/s, loss=3.14, v_num=0]
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    Epoch 3:  73%|███████▎  | 24698/33666 [15:12<05:31, 27.06it/s, loss=3.11, v_num=0]
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    Epoch 3:  73%|███████▎  | 24699/33666 [15:12<05:31, 27.06it/s, loss=3.06, v_num=0]
    Epoch 3:  73%|███████▎  | 24700/33666 [15:12<05:31, 27.06it/s, loss=3.06, v_num=0]
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    Epoch 3:  73%|███████▎  | 24701/33666 [15:12<05:31, 27.06it/s, loss=2.96, v_num=0]
    Epoch 3:  73%|███████▎  | 24702/33666 [15:12<05:31, 27.06it/s, loss=2.96, v_num=0]
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    Epoch 3:  73%|███████▎  | 24703/33666 [15:12<05:31, 27.06it/s, loss=3, v_num=0]   
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    Epoch 3:  73%|███████▎  | 24705/33666 [15:12<05:31, 27.06it/s, loss=3.04, v_num=0]
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    Epoch 3:  73%|███████▎  | 24706/33666 [15:12<05:31, 27.06it/s, loss=3.04, v_num=0]
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    Epoch 3:  73%|███████▎  | 24708/33666 [15:13<05:31, 27.06it/s, loss=3.1, v_num=0] 
    Epoch 3:  73%|███████▎  | 24709/33666 [15:13<05:30, 27.06it/s, loss=3.1, v_num=0]
    Epoch 3:  73%|███████▎  | 24709/33666 [15:13<05:30, 27.06it/s, loss=3.15, v_num=0]
    Epoch 3:  73%|███████▎  | 24710/33666 [15:13<05:30, 27.06it/s, loss=3.15, v_num=0]
    Epoch 3:  73%|███████▎  | 24710/33666 [15:13<05:30, 27.06it/s, loss=3.07, v_num=0]
    Epoch 3:  73%|███████▎  | 24711/33666 [15:13<05:30, 27.06it/s, loss=3.07, v_num=0]
    Epoch 3:  73%|███████▎  | 24711/33666 [15:13<05:30, 27.06it/s, loss=3.18, v_num=0]
    Epoch 3:  73%|███████▎  | 24712/33666 [15:13<05:30, 27.06it/s, loss=3.18, v_num=0]
    Epoch 3:  73%|███████▎  | 24712/33666 [15:13<05:30, 27.06it/s, loss=3.25, v_num=0]
    Epoch 3:  73%|███████▎  | 24713/33666 [15:13<05:30, 27.06it/s, loss=3.25, v_num=0]
    Epoch 3:  73%|███████▎  | 24713/33666 [15:13<05:30, 27.06it/s, loss=3.26, v_num=0]
    Epoch 3:  73%|███████▎  | 24714/33666 [15:13<05:30, 27.06it/s, loss=3.26, v_num=0]
    Epoch 3:  73%|███████▎  | 24714/33666 [15:13<05:30, 27.06it/s, loss=3.26, v_num=0]
    Epoch 3:  73%|███████▎  | 24715/33666 [15:13<05:30, 27.06it/s, loss=3.26, v_num=0]
    Epoch 3:  73%|███████▎  | 24715/33666 [15:13<05:30, 27.06it/s, loss=3.34, v_num=0]
    Epoch 3:  73%|███████▎  | 24716/33666 [15:13<05:30, 27.06it/s, loss=3.34, v_num=0]
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    Epoch 3:  73%|███████▎  | 24727/33666 [15:13<05:30, 27.06it/s, loss=3.2, v_num=0] 
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    Epoch 3:  73%|███████▎  | 24728/33666 [15:13<05:30, 27.06it/s, loss=3.17, v_num=0]
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    Epoch 3:  73%|███████▎  | 24731/33666 [15:13<05:30, 27.06it/s, loss=3.12, v_num=0]
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    Epoch 3:  73%|███████▎  | 24734/33666 [15:13<05:30, 27.06it/s, loss=3.05, v_num=0]
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    Epoch 3:  73%|███████▎  | 24735/33666 [15:14<05:30, 27.06it/s, loss=2.93, v_num=0]
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    Epoch 3:  73%|███████▎  | 24736/33666 [15:14<05:29, 27.06it/s, loss=2.87, v_num=0]
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    Epoch 3:  73%|███████▎  | 24737/33666 [15:14<05:29, 27.06it/s, loss=2.84, v_num=0]
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    Epoch 3:  73%|███████▎  | 24738/33666 [15:14<05:29, 27.06it/s, loss=2.81, v_num=0]
    Epoch 3:  73%|███████▎  | 24739/33666 [15:14<05:29, 27.06it/s, loss=2.81, v_num=0]
    Epoch 3:  73%|███████▎  | 24739/33666 [15:14<05:29, 27.06it/s, loss=2.89, v_num=0]
    Epoch 3:  73%|███████▎  | 24740/33666 [15:14<05:29, 27.06it/s, loss=2.89, v_num=0]
    Epoch 3:  73%|███████▎  | 24740/33666 [15:14<05:29, 27.06it/s, loss=2.89, v_num=0]
    Epoch 3:  73%|███████▎  | 24741/33666 [15:14<05:29, 27.06it/s, loss=2.89, v_num=0]
    Epoch 3:  73%|███████▎  | 24741/33666 [15:14<05:29, 27.06it/s, loss=3.03, v_num=0]
    Epoch 3:  73%|███████▎  | 24742/33666 [15:14<05:29, 27.06it/s, loss=3.03, v_num=0]
    Epoch 3:  73%|███████▎  | 24742/33666 [15:14<05:29, 27.06it/s, loss=3.04, v_num=0]
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    Epoch 3:  73%|███████▎  | 24744/33666 [15:14<05:29, 27.06it/s, loss=3.14, v_num=0]
    Epoch 3:  74%|███████▎  | 24745/33666 [15:14<05:29, 27.06it/s, loss=3.14, v_num=0]
    Epoch 3:  74%|███████▎  | 24745/33666 [15:14<05:29, 27.06it/s, loss=3.17, v_num=0]
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    Epoch 3:  74%|███████▎  | 24746/33666 [15:14<05:29, 27.06it/s, loss=3.25, v_num=0]
    Epoch 3:  74%|███████▎  | 24747/33666 [15:14<05:29, 27.06it/s, loss=3.25, v_num=0]
    Epoch 3:  74%|███████▎  | 24747/33666 [15:14<05:29, 27.06it/s, loss=3.25, v_num=0]
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    Epoch 3:  74%|███████▎  | 24748/33666 [15:14<05:29, 27.06it/s, loss=3.31, v_num=0]
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    Epoch 3:  74%|███████▎  | 24749/33666 [15:14<05:29, 27.06it/s, loss=3.32, v_num=0]
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    Epoch 3:  74%|███████▎  | 24751/33666 [15:14<05:29, 27.06it/s, loss=3.3, v_num=0]
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    Epoch 3:  74%|███████▎  | 24757/33666 [15:14<05:29, 27.06it/s, loss=3.63, v_num=0]
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    Epoch 3:  74%|███████▎  | 24758/33666 [15:14<05:29, 27.06it/s, loss=3.61, v_num=0]
    Epoch 3:  74%|███████▎  | 24758/33666 [15:14<05:29, 27.06it/s, loss=3.61, v_num=0]
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    Epoch 3:  74%|███████▎  | 24763/33666 [15:15<05:29, 27.06it/s, loss=3.33, v_num=0]
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    Epoch 3:  74%|███████▎  | 24764/33666 [15:15<05:28, 27.06it/s, loss=3.41, v_num=0]
    Epoch 3:  74%|███████▎  | 24765/33666 [15:15<05:28, 27.06it/s, loss=3.41, v_num=0]
    Epoch 3:  74%|███████▎  | 24765/33666 [15:15<05:28, 27.06it/s, loss=3.38, v_num=0]
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    Epoch 3:  74%|███████▎  | 24766/33666 [15:15<05:28, 27.06it/s, loss=3.33, v_num=0]
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    Epoch 3:  74%|███████▎  | 24767/33666 [15:15<05:28, 27.06it/s, loss=3.39, v_num=0]
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    Epoch 3:  74%|███████▎  | 24768/33666 [15:15<05:28, 27.06it/s, loss=3.36, v_num=0]
    Epoch 3:  74%|███████▎  | 24769/33666 [15:15<05:28, 27.06it/s, loss=3.36, v_num=0]
    Epoch 3:  74%|███████▎  | 24769/33666 [15:15<05:28, 27.06it/s, loss=3.27, v_num=0]
    Epoch 3:  74%|███████▎  | 24770/33666 [15:15<05:28, 27.06it/s, loss=3.27, v_num=0]
    Epoch 3:  74%|███████▎  | 24770/33666 [15:15<05:28, 27.06it/s, loss=3.23, v_num=0]
    Epoch 3:  74%|███████▎  | 24771/33666 [15:15<05:28, 27.06it/s, loss=3.23, v_num=0]
    Epoch 3:  74%|███████▎  | 24771/33666 [15:15<05:28, 27.06it/s, loss=3.15, v_num=0]
    Epoch 3:  74%|███████▎  | 24772/33666 [15:15<05:28, 27.06it/s, loss=3.15, v_num=0]
    Epoch 3:  74%|███████▎  | 24772/33666 [15:15<05:28, 27.06it/s, loss=3.21, v_num=0]
    Epoch 3:  74%|███████▎  | 24773/33666 [15:15<05:28, 27.06it/s, loss=3.21, v_num=0]
    Epoch 3:  74%|███████▎  | 24773/33666 [15:15<05:28, 27.06it/s, loss=3.18, v_num=0]
    Epoch 3:  74%|███████▎  | 24774/33666 [15:15<05:28, 27.06it/s, loss=3.18, v_num=0]
    Epoch 3:  74%|███████▎  | 24774/33666 [15:15<05:28, 27.06it/s, loss=3.23, v_num=0]
    Epoch 3:  74%|███████▎  | 24775/33666 [15:15<05:28, 27.06it/s, loss=3.23, v_num=0]
    Epoch 3:  74%|███████▎  | 24775/33666 [15:15<05:28, 27.06it/s, loss=3.26, v_num=0]
    Epoch 3:  74%|███████▎  | 24776/33666 [15:15<05:28, 27.06it/s, loss=3.26, v_num=0]
    Epoch 3:  74%|███████▎  | 24776/33666 [15:15<05:28, 27.06it/s, loss=3.13, v_num=0]
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    Epoch 3:  74%|███████▎  | 24777/33666 [15:15<05:28, 27.06it/s, loss=3.2, v_num=0] 
    Epoch 3:  74%|███████▎  | 24778/33666 [15:15<05:28, 27.06it/s, loss=3.2, v_num=0]
    Epoch 3:  74%|███████▎  | 24778/33666 [15:15<05:28, 27.06it/s, loss=3.16, v_num=0]
    Epoch 3:  74%|███████▎  | 24779/33666 [15:15<05:28, 27.06it/s, loss=3.16, v_num=0]
    Epoch 3:  74%|███████▎  | 24779/33666 [15:15<05:28, 27.06it/s, loss=3.21, v_num=0]
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    Epoch 3:  74%|███████▎  | 24780/33666 [15:15<05:28, 27.06it/s, loss=3.22, v_num=0]
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    Epoch 3:  74%|███████▎  | 24781/33666 [15:15<05:28, 27.06it/s, loss=3.2, v_num=0] 
    Epoch 3:  74%|███████▎  | 24782/33666 [15:15<05:28, 27.06it/s, loss=3.2, v_num=0]
    Epoch 3:  74%|███████▎  | 24782/33666 [15:15<05:28, 27.06it/s, loss=3.23, v_num=0]
    Epoch 3:  74%|███████▎  | 24783/33666 [15:15<05:28, 27.06it/s, loss=3.23, v_num=0]
    Epoch 3:  74%|███████▎  | 24783/33666 [15:15<05:28, 27.06it/s, loss=3.26, v_num=0]
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    Epoch 3:  74%|███████▎  | 24785/33666 [15:15<05:28, 27.06it/s, loss=3.25, v_num=0]
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    Epoch 3:  74%|███████▎  | 24786/33666 [15:15<05:28, 27.06it/s, loss=3.18, v_num=0]
    Epoch 3:  74%|███████▎  | 24787/33666 [15:16<05:28, 27.06it/s, loss=3.18, v_num=0]
    Epoch 3:  74%|███████▎  | 24787/33666 [15:16<05:28, 27.06it/s, loss=3.14, v_num=0]
    Epoch 3:  74%|███████▎  | 24788/33666 [15:16<05:28, 27.06it/s, loss=3.14, v_num=0]
    Epoch 3:  74%|███████▎  | 24788/33666 [15:16<05:28, 27.06it/s, loss=3.12, v_num=0]
    Epoch 3:  74%|███████▎  | 24789/33666 [15:16<05:28, 27.06it/s, loss=3.12, v_num=0]
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    Epoch 3:  74%|███████▎  | 24792/33666 [15:16<05:27, 27.06it/s, loss=3.39, v_num=0]
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    Epoch 3:  74%|███████▎  | 24797/33666 [15:16<05:27, 27.06it/s, loss=3.1, v_num=0]
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    Epoch 3:  74%|███████▎  | 24800/33666 [15:16<05:27, 27.06it/s, loss=3.1, v_num=0]
    Epoch 3:  74%|███████▎  | 24800/33666 [15:16<05:27, 27.06it/s, loss=3.06, v_num=0]
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    Epoch 3:  74%|███████▎  | 24801/33666 [15:16<05:27, 27.06it/s, loss=3.03, v_num=0]
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    Epoch 3:  74%|███████▎  | 24802/33666 [15:16<05:27, 27.06it/s, loss=2.99, v_num=0]
    Epoch 3:  74%|███████▎  | 24803/33666 [15:16<05:27, 27.06it/s, loss=2.99, v_num=0]
    Epoch 3:  74%|███████▎  | 24803/33666 [15:16<05:27, 27.06it/s, loss=2.95, v_num=0]
    Epoch 3:  74%|███████▎  | 24804/33666 [15:16<05:27, 27.06it/s, loss=2.95, v_num=0]
    Epoch 3:  74%|███████▎  | 24804/33666 [15:16<05:27, 27.06it/s, loss=2.95, v_num=0]
    Epoch 3:  74%|███████▎  | 24805/33666 [15:16<05:27, 27.06it/s, loss=2.95, v_num=0]
    Epoch 3:  74%|███████▎  | 24805/33666 [15:16<05:27, 27.06it/s, loss=2.94, v_num=0]
    Epoch 3:  74%|███████▎  | 24806/33666 [15:16<05:27, 27.06it/s, loss=2.94, v_num=0]
    Epoch 3:  74%|███████▎  | 24806/33666 [15:16<05:27, 27.06it/s, loss=3.02, v_num=0]
    Epoch 3:  74%|███████▎  | 24807/33666 [15:16<05:27, 27.06it/s, loss=3.02, v_num=0]
    Epoch 3:  74%|███████▎  | 24807/33666 [15:16<05:27, 27.06it/s, loss=2.99, v_num=0]
    Epoch 3:  74%|███████▎  | 24808/33666 [15:16<05:27, 27.06it/s, loss=2.99, v_num=0]
    Epoch 3:  74%|███████▎  | 24808/33666 [15:16<05:27, 27.06it/s, loss=3.04, v_num=0]
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    Epoch 3:  74%|███████▎  | 24809/33666 [15:16<05:27, 27.06it/s, loss=3.08, v_num=0]
    Epoch 3:  74%|███████▎  | 24810/33666 [15:16<05:27, 27.06it/s, loss=3.08, v_num=0]
    Epoch 3:  74%|███████▎  | 24810/33666 [15:16<05:27, 27.06it/s, loss=3.08, v_num=0]
    Epoch 3:  74%|███████▎  | 24811/33666 [15:16<05:27, 27.06it/s, loss=3.08, v_num=0]
    Epoch 3:  74%|███████▎  | 24811/33666 [15:16<05:27, 27.06it/s, loss=3.07, v_num=0]
    Epoch 3:  74%|███████▎  | 24812/33666 [15:16<05:27, 27.06it/s, loss=3.07, v_num=0]
    Epoch 3:  74%|███████▎  | 24812/33666 [15:16<05:27, 27.06it/s, loss=3.02, v_num=0]
    Epoch 3:  74%|███████▎  | 24813/33666 [15:16<05:27, 27.06it/s, loss=3.02, v_num=0]
    Epoch 3:  74%|███████▎  | 24813/33666 [15:16<05:27, 27.06it/s, loss=3.15, v_num=0]
    Epoch 3:  74%|███████▎  | 24814/33666 [15:17<05:27, 27.06it/s, loss=3.15, v_num=0]
    Epoch 3:  74%|███████▎  | 24814/33666 [15:17<05:27, 27.06it/s, loss=3.11, v_num=0]
    Epoch 3:  74%|███████▎  | 24815/33666 [15:17<05:27, 27.06it/s, loss=3.11, v_num=0]
    Epoch 3:  74%|███████▎  | 24815/33666 [15:17<05:27, 27.06it/s, loss=3.15, v_num=0]
    Epoch 3:  74%|███████▎  | 24816/33666 [15:17<05:27, 27.06it/s, loss=3.15, v_num=0]
    Epoch 3:  74%|███████▎  | 24816/33666 [15:17<05:27, 27.06it/s, loss=3.1, v_num=0] 
    Epoch 3:  74%|███████▎  | 24817/33666 [15:17<05:27, 27.06it/s, loss=3.1, v_num=0]
    Epoch 3:  74%|███████▎  | 24817/33666 [15:17<05:27, 27.06it/s, loss=3.07, v_num=0]
    Epoch 3:  74%|███████▎  | 24818/33666 [15:17<05:26, 27.06it/s, loss=3.07, v_num=0]
    Epoch 3:  74%|███████▎  | 24818/33666 [15:17<05:26, 27.06it/s, loss=3.09, v_num=0]
    Epoch 3:  74%|███████▎  | 24819/33666 [15:17<05:26, 27.06it/s, loss=3.09, v_num=0]
    Epoch 3:  74%|███████▎  | 24819/33666 [15:17<05:26, 27.06it/s, loss=3.1, v_num=0] 
    Epoch 3:  74%|███████▎  | 24820/33666 [15:17<05:26, 27.06it/s, loss=3.1, v_num=0]
    Epoch 3:  74%|███████▎  | 24820/33666 [15:17<05:26, 27.06it/s, loss=3.16, v_num=0]
    Epoch 3:  74%|███████▎  | 24821/33666 [15:17<05:26, 27.06it/s, loss=3.16, v_num=0]
    Epoch 3:  74%|███████▎  | 24821/33666 [15:17<05:26, 27.06it/s, loss=3.2, v_num=0] 
    Epoch 3:  74%|███████▎  | 24822/33666 [15:17<05:26, 27.06it/s, loss=3.2, v_num=0]
    Epoch 3:  74%|███████▎  | 24822/33666 [15:17<05:26, 27.06it/s, loss=3.33, v_num=0]
    Epoch 3:  74%|███████▎  | 24823/33666 [15:17<05:26, 27.06it/s, loss=3.33, v_num=0]
    Epoch 3:  74%|███████▎  | 24823/33666 [15:17<05:26, 27.06it/s, loss=3.3, v_num=0] 
    Epoch 3:  74%|███████▎  | 24824/33666 [15:17<05:26, 27.06it/s, loss=3.3, v_num=0]
    Epoch 3:  74%|███████▎  | 24824/33666 [15:17<05:26, 27.06it/s, loss=3.2, v_num=0]
    Epoch 3:  74%|███████▎  | 24825/33666 [15:17<05:26, 27.06it/s, loss=3.2, v_num=0]
    Epoch 3:  74%|███████▎  | 24825/33666 [15:17<05:26, 27.06it/s, loss=3.2, v_num=0]
    Epoch 3:  74%|███████▎  | 24826/33666 [15:17<05:26, 27.06it/s, loss=3.2, v_num=0]
    Epoch 3:  74%|███████▎  | 24826/33666 [15:17<05:26, 27.06it/s, loss=3.2, v_num=0]
    Epoch 3:  74%|███████▎  | 24827/33666 [15:17<05:26, 27.06it/s, loss=3.2, v_num=0]
    Epoch 3:  74%|███████▎  | 24827/33666 [15:17<05:26, 27.06it/s, loss=3.14, v_num=0]
    Epoch 3:  74%|███████▎  | 24828/33666 [15:17<05:26, 27.06it/s, loss=3.14, v_num=0]
    Epoch 3:  74%|███████▎  | 24828/33666 [15:17<05:26, 27.06it/s, loss=3.04, v_num=0]
    Epoch 3:  74%|███████▍  | 24829/33666 [15:17<05:26, 27.06it/s, loss=3.04, v_num=0]
    Epoch 3:  74%|███████▍  | 24829/33666 [15:17<05:26, 27.06it/s, loss=3.09, v_num=0]
    Epoch 3:  74%|███████▍  | 24830/33666 [15:17<05:26, 27.06it/s, loss=3.09, v_num=0]
    Epoch 3:  74%|███████▍  | 24830/33666 [15:17<05:26, 27.06it/s, loss=3.14, v_num=0]
    Epoch 3:  74%|███████▍  | 24831/33666 [15:17<05:26, 27.06it/s, loss=3.14, v_num=0]
    Epoch 3:  74%|███████▍  | 24831/33666 [15:17<05:26, 27.06it/s, loss=3.2, v_num=0] 
    Epoch 3:  74%|███████▍  | 24832/33666 [15:17<05:26, 27.06it/s, loss=3.2, v_num=0]
    Epoch 3:  74%|███████▍  | 24832/33666 [15:17<05:26, 27.06it/s, loss=3.23, v_num=0]
    Epoch 3:  74%|███████▍  | 24833/33666 [15:17<05:26, 27.06it/s, loss=3.23, v_num=0]
    Epoch 3:  74%|███████▍  | 24833/33666 [15:17<05:26, 27.06it/s, loss=3.27, v_num=0]
    Epoch 3:  74%|███████▍  | 24834/33666 [15:17<05:26, 27.06it/s, loss=3.27, v_num=0]
    Epoch 3:  74%|███████▍  | 24834/33666 [15:17<05:26, 27.06it/s, loss=3.28, v_num=0]
    Epoch 3:  74%|███████▍  | 24835/33666 [15:17<05:26, 27.06it/s, loss=3.28, v_num=0]
    Epoch 3:  74%|███████▍  | 24835/33666 [15:17<05:26, 27.06it/s, loss=3.24, v_num=0]
    Epoch 3:  74%|███████▍  | 24836/33666 [15:17<05:26, 27.06it/s, loss=3.24, v_num=0]
    Epoch 3:  74%|███████▍  | 24836/33666 [15:17<05:26, 27.06it/s, loss=3.25, v_num=0]
    Epoch 3:  74%|███████▍  | 24837/33666 [15:17<05:26, 27.06it/s, loss=3.25, v_num=0]
    Epoch 3:  74%|███████▍  | 24837/33666 [15:17<05:26, 27.06it/s, loss=3.21, v_num=0]
    Epoch 3:  74%|███████▍  | 24838/33666 [15:17<05:26, 27.06it/s, loss=3.21, v_num=0]
    Epoch 3:  74%|███████▍  | 24838/33666 [15:17<05:26, 27.06it/s, loss=3.24, v_num=0]
    Epoch 3:  74%|███████▍  | 24839/33666 [15:17<05:26, 27.06it/s, loss=3.24, v_num=0]
    Epoch 3:  74%|███████▍  | 24839/33666 [15:17<05:26, 27.06it/s, loss=3.16, v_num=0]
    Epoch 3:  74%|███████▍  | 24840/33666 [15:18<05:26, 27.06it/s, loss=3.16, v_num=0]
    Epoch 3:  74%|███████▍  | 24840/33666 [15:18<05:26, 27.06it/s, loss=3.16, v_num=0]
    Epoch 3:  74%|███████▍  | 24841/33666 [15:18<05:26, 27.06it/s, loss=3.16, v_num=0]
    Epoch 3:  74%|███████▍  | 24841/33666 [15:18<05:26, 27.06it/s, loss=3.13, v_num=0]
    Epoch 3:  74%|███████▍  | 24842/33666 [15:18<05:26, 27.06it/s, loss=3.13, v_num=0]
    Epoch 3:  74%|███████▍  | 24842/33666 [15:18<05:26, 27.06it/s, loss=3, v_num=0]   
    Epoch 3:  74%|███████▍  | 24843/33666 [15:18<05:26, 27.06it/s, loss=3, v_num=0]
    Epoch 3:  74%|███████▍  | 24843/33666 [15:18<05:26, 27.06it/s, loss=3.09, v_num=0]
    Epoch 3:  74%|███████▍  | 24844/33666 [15:18<05:26, 27.06it/s, loss=3.09, v_num=0]
    Epoch 3:  74%|███████▍  | 24844/33666 [15:18<05:26, 27.06it/s, loss=3.15, v_num=0]
    Epoch 3:  74%|███████▍  | 24845/33666 [15:18<05:26, 27.06it/s, loss=3.15, v_num=0]
    Epoch 3:  74%|███████▍  | 24845/33666 [15:18<05:26, 27.06it/s, loss=3.12, v_num=0]
    Epoch 3:  74%|███████▍  | 24846/33666 [15:18<05:25, 27.06it/s, loss=3.12, v_num=0]
    Epoch 3:  74%|███████▍  | 24846/33666 [15:18<05:25, 27.06it/s, loss=3.08, v_num=0]
    Epoch 3:  74%|███████▍  | 24847/33666 [15:18<05:25, 27.06it/s, loss=3.08, v_num=0]
    Epoch 3:  74%|███████▍  | 24847/33666 [15:18<05:25, 27.06it/s, loss=3.29, v_num=0]
    Epoch 3:  74%|███████▍  | 24848/33666 [15:18<05:25, 27.06it/s, loss=3.29, v_num=0]
    Epoch 3:  74%|███████▍  | 24848/33666 [15:18<05:25, 27.06it/s, loss=3.33, v_num=0]
    Epoch 3:  74%|███████▍  | 24849/33666 [15:18<05:25, 27.06it/s, loss=3.33, v_num=0]
    Epoch 3:  74%|███████▍  | 24849/33666 [15:18<05:25, 27.06it/s, loss=3.23, v_num=0]
    Epoch 3:  74%|███████▍  | 24850/33666 [15:18<05:25, 27.06it/s, loss=3.23, v_num=0]
    Epoch 3:  74%|███████▍  | 24850/33666 [15:18<05:25, 27.06it/s, loss=3.19, v_num=0]
    Epoch 3:  74%|███████▍  | 24851/33666 [15:18<05:25, 27.06it/s, loss=3.19, v_num=0]
    Epoch 3:  74%|███████▍  | 24851/33666 [15:18<05:25, 27.06it/s, loss=3.11, v_num=0]
    Epoch 3:  74%|███████▍  | 24852/33666 [15:18<05:25, 27.06it/s, loss=3.11, v_num=0]
    Epoch 3:  74%|███████▍  | 24852/33666 [15:18<05:25, 27.06it/s, loss=3.22, v_num=0]
    Epoch 3:  74%|███████▍  | 24853/33666 [15:18<05:25, 27.06it/s, loss=3.22, v_num=0]
    Epoch 3:  74%|███████▍  | 24853/33666 [15:18<05:25, 27.06it/s, loss=3.13, v_num=0]
    Epoch 3:  74%|███████▍  | 24854/33666 [15:18<05:25, 27.06it/s, loss=3.13, v_num=0]
    Epoch 3:  74%|███████▍  | 24854/33666 [15:18<05:25, 27.06it/s, loss=3.11, v_num=0]
    Epoch 3:  74%|███████▍  | 24855/33666 [15:18<05:25, 27.06it/s, loss=3.11, v_num=0]
    Epoch 3:  74%|███████▍  | 24855/33666 [15:18<05:25, 27.06it/s, loss=3.16, v_num=0]
    Epoch 3:  74%|███████▍  | 24856/33666 [15:18<05:25, 27.06it/s, loss=3.16, v_num=0]
    Epoch 3:  74%|███████▍  | 24856/33666 [15:18<05:25, 27.06it/s, loss=3.19, v_num=0]
    Epoch 3:  74%|███████▍  | 24857/33666 [15:18<05:25, 27.06it/s, loss=3.19, v_num=0]
    Epoch 3:  74%|███████▍  | 24857/33666 [15:18<05:25, 27.06it/s, loss=3.25, v_num=0]
    Epoch 3:  74%|███████▍  | 24858/33666 [15:18<05:25, 27.06it/s, loss=3.25, v_num=0]
    Epoch 3:  74%|███████▍  | 24858/33666 [15:18<05:25, 27.06it/s, loss=3.19, v_num=0]
    Epoch 3:  74%|███████▍  | 24859/33666 [15:18<05:25, 27.06it/s, loss=3.19, v_num=0]
    Epoch 3:  74%|███████▍  | 24859/33666 [15:18<05:25, 27.06it/s, loss=3.29, v_num=0]
    Epoch 3:  74%|███████▍  | 24860/33666 [15:18<05:25, 27.06it/s, loss=3.29, v_num=0]
    Epoch 3:  74%|███████▍  | 24860/33666 [15:18<05:25, 27.06it/s, loss=3.28, v_num=0]
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    Epoch 3:  74%|███████▍  | 24862/33666 [15:18<05:25, 27.06it/s, loss=3.33, v_num=0]
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    Epoch 3:  74%|███████▍  | 24863/33666 [15:18<05:25, 27.06it/s, loss=3.35, v_num=0]
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    Epoch 3:  74%|███████▍  | 24864/33666 [15:18<05:25, 27.06it/s, loss=3.39, v_num=0]
    Epoch 3:  74%|███████▍  | 24865/33666 [15:19<05:25, 27.06it/s, loss=3.39, v_num=0]
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    Epoch 3:  74%|███████▍  | 24867/33666 [15:19<05:25, 27.06it/s, loss=3.36, v_num=0]
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    Epoch 3:  74%|███████▍  | 24868/33666 [15:19<05:25, 27.06it/s, loss=3.37, v_num=0]
    Epoch 3:  74%|███████▍  | 24869/33666 [15:19<05:25, 27.06it/s, loss=3.37, v_num=0]
    Epoch 3:  74%|███████▍  | 24869/33666 [15:19<05:25, 27.06it/s, loss=3.42, v_num=0]
    Epoch 3:  74%|███████▍  | 24870/33666 [15:19<05:25, 27.06it/s, loss=3.42, v_num=0]
    Epoch 3:  74%|███████▍  | 24870/33666 [15:19<05:25, 27.06it/s, loss=3.5, v_num=0] 
    Epoch 3:  74%|███████▍  | 24871/33666 [15:19<05:25, 27.06it/s, loss=3.5, v_num=0]
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    Epoch 3:  74%|███████▍  | 24883/33666 [15:19<05:24, 27.05it/s, loss=3.1, v_num=0]
    Epoch 3:  74%|███████▍  | 24883/33666 [15:19<05:24, 27.05it/s, loss=3.02, v_num=0]
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    Epoch 3:  74%|███████▍  | 24886/33666 [15:19<05:24, 27.05it/s, loss=3.13, v_num=0]
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    Epoch 3:  74%|███████▍  | 24887/33666 [15:19<05:24, 27.05it/s, loss=3.09, v_num=0]
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    Epoch 3:  74%|███████▍  | 24888/33666 [15:19<05:24, 27.06it/s, loss=3.14, v_num=0]
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    Epoch 3:  74%|███████▍  | 24889/33666 [15:19<05:24, 27.06it/s, loss=3.09, v_num=0]
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    Epoch 3:  74%|███████▍  | 24890/33666 [15:19<05:24, 27.05it/s, loss=3.05, v_num=0]
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    Epoch 3:  74%|███████▍  | 24891/33666 [15:20<05:24, 27.06it/s, loss=3.11, v_num=0]
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    Epoch 3:  74%|███████▍  | 24892/33666 [15:20<05:24, 27.05it/s, loss=3.08, v_num=0]
    Epoch 3:  74%|███████▍  | 24893/33666 [15:20<05:24, 27.05it/s, loss=3.08, v_num=0]
    Epoch 3:  74%|███████▍  | 24893/33666 [15:20<05:24, 27.05it/s, loss=3.06, v_num=0]
    Epoch 3:  74%|███████▍  | 24894/33666 [15:20<05:24, 27.05it/s, loss=3.06, v_num=0]
    Epoch 3:  74%|███████▍  | 24894/33666 [15:20<05:24, 27.05it/s, loss=3.08, v_num=0]
    Epoch 3:  74%|███████▍  | 24895/33666 [15:20<05:24, 27.05it/s, loss=3.08, v_num=0]
    Epoch 3:  74%|███████▍  | 24895/33666 [15:20<05:24, 27.05it/s, loss=3.1, v_num=0] 
    Epoch 3:  74%|███████▍  | 24896/33666 [15:20<05:24, 27.05it/s, loss=3.1, v_num=0]
    Epoch 3:  74%|███████▍  | 24896/33666 [15:20<05:24, 27.05it/s, loss=3.14, v_num=0]
    Epoch 3:  74%|███████▍  | 24897/33666 [15:20<05:24, 27.05it/s, loss=3.14, v_num=0]
    Epoch 3:  74%|███████▍  | 24897/33666 [15:20<05:24, 27.05it/s, loss=3.18, v_num=0]
    Epoch 3:  74%|███████▍  | 24898/33666 [15:20<05:24, 27.05it/s, loss=3.18, v_num=0]
    Epoch 3:  74%|███████▍  | 24898/33666 [15:20<05:24, 27.05it/s, loss=3.27, v_num=0]
    Epoch 3:  74%|███████▍  | 24899/33666 [15:20<05:24, 27.05it/s, loss=3.27, v_num=0]
    Epoch 3:  74%|███████▍  | 24899/33666 [15:20<05:24, 27.05it/s, loss=3.32, v_num=0]
    Epoch 3:  74%|███████▍  | 24900/33666 [15:20<05:24, 27.05it/s, loss=3.32, v_num=0]
    Epoch 3:  74%|███████▍  | 24900/33666 [15:20<05:24, 27.05it/s, loss=3.42, v_num=0]
    Epoch 3:  74%|███████▍  | 24901/33666 [15:20<05:23, 27.05it/s, loss=3.42, v_num=0]
    Epoch 3:  74%|███████▍  | 24901/33666 [15:20<05:23, 27.05it/s, loss=3.35, v_num=0]
    Epoch 3:  74%|███████▍  | 24902/33666 [15:20<05:23, 27.05it/s, loss=3.35, v_num=0]
    Epoch 3:  74%|███████▍  | 24902/33666 [15:20<05:23, 27.05it/s, loss=3.4, v_num=0] 
    Epoch 3:  74%|███████▍  | 24903/33666 [15:20<05:23, 27.05it/s, loss=3.4, v_num=0]
    Epoch 3:  74%|███████▍  | 24903/33666 [15:20<05:23, 27.05it/s, loss=3.48, v_num=0]
    Epoch 3:  74%|███████▍  | 24904/33666 [15:20<05:23, 27.05it/s, loss=3.48, v_num=0]
    Epoch 3:  74%|███████▍  | 24904/33666 [15:20<05:23, 27.05it/s, loss=3.44, v_num=0]
    Epoch 3:  74%|███████▍  | 24905/33666 [15:20<05:23, 27.05it/s, loss=3.44, v_num=0]
    Epoch 3:  74%|███████▍  | 24905/33666 [15:20<05:23, 27.05it/s, loss=3.37, v_num=0]
    Epoch 3:  74%|███████▍  | 24906/33666 [15:20<05:23, 27.05it/s, loss=3.37, v_num=0]
    Epoch 3:  74%|███████▍  | 24906/33666 [15:20<05:23, 27.05it/s, loss=3.28, v_num=0]
    Epoch 3:  74%|███████▍  | 24907/33666 [15:20<05:23, 27.05it/s, loss=3.28, v_num=0]
    Epoch 3:  74%|███████▍  | 24907/33666 [15:20<05:23, 27.05it/s, loss=3.25, v_num=0]
    Epoch 3:  74%|███████▍  | 24908/33666 [15:20<05:23, 27.05it/s, loss=3.25, v_num=0]
    Epoch 3:  74%|███████▍  | 24908/33666 [15:20<05:23, 27.05it/s, loss=3.23, v_num=0]
    Epoch 3:  74%|███████▍  | 24909/33666 [15:20<05:23, 27.05it/s, loss=3.23, v_num=0]
    Epoch 3:  74%|███████▍  | 24909/33666 [15:20<05:23, 27.05it/s, loss=3.29, v_num=0]
    Epoch 3:  74%|███████▍  | 24910/33666 [15:20<05:23, 27.06it/s, loss=3.29, v_num=0]
    Epoch 3:  74%|███████▍  | 24910/33666 [15:20<05:23, 27.06it/s, loss=3.19, v_num=0]
    Epoch 3:  74%|███████▍  | 24911/33666 [15:20<05:23, 27.06it/s, loss=3.19, v_num=0]
    Epoch 3:  74%|███████▍  | 24911/33666 [15:20<05:23, 27.06it/s, loss=3.19, v_num=0]
    Epoch 3:  74%|███████▍  | 24912/33666 [15:20<05:23, 27.06it/s, loss=3.19, v_num=0]
    Epoch 3:  74%|███████▍  | 24912/33666 [15:20<05:23, 27.06it/s, loss=3.1, v_num=0] 
    Epoch 3:  74%|███████▍  | 24913/33666 [15:20<05:23, 27.06it/s, loss=3.1, v_num=0]
    Epoch 3:  74%|███████▍  | 24913/33666 [15:20<05:23, 27.06it/s, loss=3.18, v_num=0]
    Epoch 3:  74%|███████▍  | 24914/33666 [15:20<05:23, 27.06it/s, loss=3.18, v_num=0]
    Epoch 3:  74%|███████▍  | 24914/33666 [15:20<05:23, 27.06it/s, loss=3.32, v_num=0]
    Epoch 3:  74%|███████▍  | 24915/33666 [15:20<05:23, 27.06it/s, loss=3.32, v_num=0]
    Epoch 3:  74%|███████▍  | 24915/33666 [15:20<05:23, 27.06it/s, loss=3.34, v_num=0]
    Epoch 3:  74%|███████▍  | 24916/33666 [15:20<05:23, 27.06it/s, loss=3.34, v_num=0]
    Epoch 3:  74%|███████▍  | 24916/33666 [15:20<05:23, 27.06it/s, loss=3.33, v_num=0]
    Epoch 3:  74%|███████▍  | 24917/33666 [15:20<05:23, 27.06it/s, loss=3.33, v_num=0]
    Epoch 3:  74%|███████▍  | 24917/33666 [15:20<05:23, 27.06it/s, loss=3.31, v_num=0]
    Epoch 3:  74%|███████▍  | 24918/33666 [15:21<05:23, 27.06it/s, loss=3.31, v_num=0]
    Epoch 3:  74%|███████▍  | 24918/33666 [15:21<05:23, 27.06it/s, loss=3.29, v_num=0]
    Epoch 3:  74%|███████▍  | 24919/33666 [15:21<05:23, 27.06it/s, loss=3.29, v_num=0]
    Epoch 3:  74%|███████▍  | 24919/33666 [15:21<05:23, 27.06it/s, loss=3.23, v_num=0]
    Epoch 3:  74%|███████▍  | 24920/33666 [15:21<05:23, 27.06it/s, loss=3.23, v_num=0]
    Epoch 3:  74%|███████▍  | 24920/33666 [15:21<05:23, 27.06it/s, loss=3.17, v_num=0]
    Epoch 3:  74%|███████▍  | 24921/33666 [15:21<05:23, 27.06it/s, loss=3.17, v_num=0]
    Epoch 3:  74%|███████▍  | 24921/33666 [15:21<05:23, 27.06it/s, loss=3.26, v_num=0]
    Epoch 3:  74%|███████▍  | 24922/33666 [15:21<05:23, 27.06it/s, loss=3.26, v_num=0]
    Epoch 3:  74%|███████▍  | 24922/33666 [15:21<05:23, 27.06it/s, loss=3.2, v_num=0] 
    Epoch 3:  74%|███████▍  | 24923/33666 [15:21<05:23, 27.05it/s, loss=3.2, v_num=0]
    Epoch 3:  74%|███████▍  | 24923/33666 [15:21<05:23, 27.05it/s, loss=3.15, v_num=0]
    Epoch 3:  74%|███████▍  | 24924/33666 [15:21<05:23, 27.05it/s, loss=3.15, v_num=0]
    Epoch 3:  74%|███████▍  | 24924/33666 [15:21<05:23, 27.05it/s, loss=3.22, v_num=0]
    Epoch 3:  74%|███████▍  | 24925/33666 [15:21<05:23, 27.05it/s, loss=3.22, v_num=0]
    Epoch 3:  74%|███████▍  | 24925/33666 [15:21<05:23, 27.05it/s, loss=3.19, v_num=0]
    Epoch 3:  74%|███████▍  | 24926/33666 [15:21<05:23, 27.05it/s, loss=3.19, v_num=0]
    Epoch 3:  74%|███████▍  | 24926/33666 [15:21<05:23, 27.05it/s, loss=3.14, v_num=0]
    Epoch 3:  74%|███████▍  | 24927/33666 [15:21<05:23, 27.05it/s, loss=3.14, v_num=0]
    Epoch 3:  74%|███████▍  | 24927/33666 [15:21<05:23, 27.05it/s, loss=3.08, v_num=0]
    Epoch 3:  74%|███████▍  | 24928/33666 [15:21<05:22, 27.05it/s, loss=3.08, v_num=0]
    Epoch 3:  74%|███████▍  | 24928/33666 [15:21<05:22, 27.05it/s, loss=3.13, v_num=0]
    Epoch 3:  74%|███████▍  | 24929/33666 [15:21<05:22, 27.05it/s, loss=3.13, v_num=0]
    Epoch 3:  74%|███████▍  | 24929/33666 [15:21<05:22, 27.05it/s, loss=3.09, v_num=0]
    Epoch 3:  74%|███████▍  | 24930/33666 [15:21<05:22, 27.05it/s, loss=3.09, v_num=0]
    Epoch 3:  74%|███████▍  | 24930/33666 [15:21<05:22, 27.05it/s, loss=3.13, v_num=0]
    Epoch 3:  74%|███████▍  | 24931/33666 [15:21<05:22, 27.05it/s, loss=3.13, v_num=0]
    Epoch 3:  74%|███████▍  | 24931/33666 [15:21<05:22, 27.05it/s, loss=3.13, v_num=0]
    Epoch 3:  74%|███████▍  | 24932/33666 [15:21<05:22, 27.05it/s, loss=3.13, v_num=0]
    Epoch 3:  74%|███████▍  | 24932/33666 [15:21<05:22, 27.05it/s, loss=3.23, v_num=0]
    Epoch 3:  74%|███████▍  | 24933/33666 [15:21<05:22, 27.05it/s, loss=3.23, v_num=0]
    Epoch 3:  74%|███████▍  | 24933/33666 [15:21<05:22, 27.05it/s, loss=3.31, v_num=0]
    Epoch 3:  74%|███████▍  | 24934/33666 [15:21<05:22, 27.05it/s, loss=3.31, v_num=0]
    Epoch 3:  74%|███████▍  | 24934/33666 [15:21<05:22, 27.05it/s, loss=3.38, v_num=0]
    Epoch 3:  74%|███████▍  | 24935/33666 [15:21<05:22, 27.05it/s, loss=3.38, v_num=0]
    Epoch 3:  74%|███████▍  | 24935/33666 [15:21<05:22, 27.05it/s, loss=3.29, v_num=0]
    Epoch 3:  74%|███████▍  | 24936/33666 [15:21<05:22, 27.05it/s, loss=3.29, v_num=0]
    Epoch 3:  74%|███████▍  | 24936/33666 [15:21<05:22, 27.05it/s, loss=3.57, v_num=0]
    Epoch 3:  74%|███████▍  | 24937/33666 [15:21<05:22, 27.05it/s, loss=3.57, v_num=0]
    Epoch 3:  74%|███████▍  | 24937/33666 [15:21<05:22, 27.05it/s, loss=3.51, v_num=0]
    Epoch 3:  74%|███████▍  | 24938/33666 [15:21<05:22, 27.05it/s, loss=3.51, v_num=0]
    Epoch 3:  74%|███████▍  | 24938/33666 [15:21<05:22, 27.05it/s, loss=3.46, v_num=0]
    Epoch 3:  74%|███████▍  | 24939/33666 [15:21<05:22, 27.05it/s, loss=3.46, v_num=0]
    Epoch 3:  74%|███████▍  | 24939/33666 [15:21<05:22, 27.05it/s, loss=3.52, v_num=0]
    Epoch 3:  74%|███████▍  | 24940/33666 [15:21<05:22, 27.05it/s, loss=3.52, v_num=0]
    Epoch 3:  74%|███████▍  | 24940/33666 [15:21<05:22, 27.05it/s, loss=3.56, v_num=0]
    Epoch 3:  74%|███████▍  | 24941/33666 [15:21<05:22, 27.05it/s, loss=3.56, v_num=0]
    Epoch 3:  74%|███████▍  | 24941/33666 [15:21<05:22, 27.05it/s, loss=3.46, v_num=0]
    Epoch 3:  74%|███████▍  | 24942/33666 [15:21<05:22, 27.05it/s, loss=3.46, v_num=0]
    Epoch 3:  74%|███████▍  | 24942/33666 [15:21<05:22, 27.05it/s, loss=3.54, v_num=0]
    Epoch 3:  74%|███████▍  | 24943/33666 [15:21<05:22, 27.05it/s, loss=3.54, v_num=0]
    Epoch 3:  74%|███████▍  | 24943/33666 [15:21<05:22, 27.05it/s, loss=3.47, v_num=0]
    Epoch 3:  74%|███████▍  | 24944/33666 [15:22<05:22, 27.05it/s, loss=3.47, v_num=0]
    Epoch 3:  74%|███████▍  | 24944/33666 [15:22<05:22, 27.05it/s, loss=3.5, v_num=0] 
    Epoch 3:  74%|███████▍  | 24945/33666 [15:22<05:22, 27.05it/s, loss=3.5, v_num=0]
    Epoch 3:  74%|███████▍  | 24945/33666 [15:22<05:22, 27.05it/s, loss=3.51, v_num=0]
    Epoch 3:  74%|███████▍  | 24946/33666 [15:22<05:22, 27.05it/s, loss=3.51, v_num=0]
    Epoch 3:  74%|███████▍  | 24946/33666 [15:22<05:22, 27.05it/s, loss=3.55, v_num=0]
    Epoch 3:  74%|███████▍  | 24947/33666 [15:22<05:22, 27.05it/s, loss=3.55, v_num=0]
    Epoch 3:  74%|███████▍  | 24947/33666 [15:22<05:22, 27.05it/s, loss=3.64, v_num=0]
    Epoch 3:  74%|███████▍  | 24948/33666 [15:22<05:22, 27.05it/s, loss=3.64, v_num=0]
    Epoch 3:  74%|███████▍  | 24948/33666 [15:22<05:22, 27.05it/s, loss=3.58, v_num=0]
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    Epoch 3:  74%|███████▍  | 25010/33666 [15:24<05:19, 27.05it/s, loss=3.2, v_num=0]
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    Epoch 3:  75%|███████▍  | 25182/33666 [15:31<05:13, 27.04it/s, loss=3.37, v_num=0]
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    Epoch 3:  75%|███████▍  | 25183/33666 [15:31<05:13, 27.04it/s, loss=3.36, v_num=0]
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    Epoch 3:  75%|███████▍  | 25184/33666 [15:31<05:13, 27.04it/s, loss=3.4, v_num=0] 
    Epoch 3:  75%|███████▍  | 25185/33666 [15:31<05:13, 27.04it/s, loss=3.4, v_num=0]
    Epoch 3:  75%|███████▍  | 25185/33666 [15:31<05:13, 27.04it/s, loss=3.33, v_num=0]
    Epoch 3:  75%|███████▍  | 25186/33666 [15:31<05:13, 27.04it/s, loss=3.33, v_num=0]
    Epoch 3:  75%|███████▍  | 25186/33666 [15:31<05:13, 27.04it/s, loss=3.38, v_num=0]
    Epoch 3:  75%|███████▍  | 25187/33666 [15:31<05:13, 27.04it/s, loss=3.38, v_num=0]
    Epoch 3:  75%|███████▍  | 25187/33666 [15:31<05:13, 27.04it/s, loss=3.4, v_num=0] 
    Epoch 3:  75%|███████▍  | 25188/33666 [15:31<05:13, 27.04it/s, loss=3.4, v_num=0]
    Epoch 3:  75%|███████▍  | 25188/33666 [15:31<05:13, 27.04it/s, loss=3.5, v_num=0]
    Epoch 3:  75%|███████▍  | 25189/33666 [15:31<05:13, 27.04it/s, loss=3.5, v_num=0]
    Epoch 3:  75%|███████▍  | 25189/33666 [15:31<05:13, 27.04it/s, loss=3.51, v_num=0]
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    Epoch 3:  75%|███████▍  | 25190/33666 [15:31<05:13, 27.04it/s, loss=3.36, v_num=0]
    Epoch 3:  75%|███████▍  | 25191/33666 [15:31<05:13, 27.04it/s, loss=3.36, v_num=0]
    Epoch 3:  75%|███████▍  | 25191/33666 [15:31<05:13, 27.04it/s, loss=3.27, v_num=0]
    Epoch 3:  75%|███████▍  | 25192/33666 [15:31<05:13, 27.04it/s, loss=3.27, v_num=0]
    Epoch 3:  75%|███████▍  | 25192/33666 [15:31<05:13, 27.04it/s, loss=3.3, v_num=0] 
    Epoch 3:  75%|███████▍  | 25193/33666 [15:31<05:13, 27.04it/s, loss=3.3, v_num=0]
    Epoch 3:  75%|███████▍  | 25193/33666 [15:31<05:13, 27.04it/s, loss=3.34, v_num=0]
    Epoch 3:  75%|███████▍  | 25194/33666 [15:31<05:13, 27.04it/s, loss=3.34, v_num=0]
    Epoch 3:  75%|███████▍  | 25194/33666 [15:31<05:13, 27.04it/s, loss=3.38, v_num=0]
    Epoch 3:  75%|███████▍  | 25195/33666 [15:31<05:13, 27.04it/s, loss=3.38, v_num=0]
    Epoch 3:  75%|███████▍  | 25195/33666 [15:31<05:13, 27.04it/s, loss=3.34, v_num=0]
    Epoch 3:  75%|███████▍  | 25196/33666 [15:31<05:13, 27.04it/s, loss=3.34, v_num=0]
    Epoch 3:  75%|███████▍  | 25196/33666 [15:31<05:13, 27.04it/s, loss=3.3, v_num=0] 
    Epoch 3:  75%|███████▍  | 25197/33666 [15:31<05:13, 27.04it/s, loss=3.3, v_num=0]
    Epoch 3:  75%|███████▍  | 25197/33666 [15:31<05:13, 27.04it/s, loss=3.31, v_num=0]
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    Epoch 3:  75%|███████▍  | 25198/33666 [15:31<05:13, 27.04it/s, loss=3.26, v_num=0]
    Epoch 3:  75%|███████▍  | 25199/33666 [15:31<05:13, 27.04it/s, loss=3.26, v_num=0]
    Epoch 3:  75%|███████▍  | 25199/33666 [15:31<05:13, 27.04it/s, loss=3.22, v_num=0]
    Epoch 3:  75%|███████▍  | 25200/33666 [15:31<05:13, 27.04it/s, loss=3.22, v_num=0]
    Epoch 3:  75%|███████▍  | 25200/33666 [15:31<05:13, 27.04it/s, loss=3.14, v_num=0]
    Epoch 3:  75%|███████▍  | 25201/33666 [15:31<05:13, 27.04it/s, loss=3.14, v_num=0]
    Epoch 3:  75%|███████▍  | 25201/33666 [15:31<05:13, 27.04it/s, loss=3.18, v_num=0]
    Epoch 3:  75%|███████▍  | 25202/33666 [15:32<05:13, 27.04it/s, loss=3.18, v_num=0]
    Epoch 3:  75%|███████▍  | 25202/33666 [15:32<05:13, 27.04it/s, loss=3.18, v_num=0]
    Epoch 3:  75%|███████▍  | 25203/33666 [15:32<05:12, 27.04it/s, loss=3.18, v_num=0]
    Epoch 3:  75%|███████▍  | 25203/33666 [15:32<05:12, 27.04it/s, loss=3.22, v_num=0]
    Epoch 3:  75%|███████▍  | 25204/33666 [15:32<05:12, 27.04it/s, loss=3.22, v_num=0]
    Epoch 3:  75%|███████▍  | 25204/33666 [15:32<05:12, 27.04it/s, loss=3.13, v_num=0]
    Epoch 3:  75%|███████▍  | 25205/33666 [15:32<05:12, 27.04it/s, loss=3.13, v_num=0]
    Epoch 3:  75%|███████▍  | 25205/33666 [15:32<05:12, 27.04it/s, loss=3.2, v_num=0] 
    Epoch 3:  75%|███████▍  | 25206/33666 [15:32<05:12, 27.04it/s, loss=3.2, v_num=0]
    Epoch 3:  75%|███████▍  | 25206/33666 [15:32<05:12, 27.04it/s, loss=3.18, v_num=0]
    Epoch 3:  75%|███████▍  | 25207/33666 [15:32<05:12, 27.04it/s, loss=3.18, v_num=0]
    Epoch 3:  75%|███████▍  | 25207/33666 [15:32<05:12, 27.04it/s, loss=3.15, v_num=0]
    Epoch 3:  75%|███████▍  | 25208/33666 [15:32<05:12, 27.04it/s, loss=3.15, v_num=0]
    Epoch 3:  75%|███████▍  | 25208/33666 [15:32<05:12, 27.04it/s, loss=3.16, v_num=0]
    Epoch 3:  75%|███████▍  | 25209/33666 [15:32<05:12, 27.04it/s, loss=3.16, v_num=0]
    Epoch 3:  75%|███████▍  | 25209/33666 [15:32<05:12, 27.04it/s, loss=3.18, v_num=0]
    Epoch 3:  75%|███████▍  | 25210/33666 [15:32<05:12, 27.04it/s, loss=3.18, v_num=0]
    Epoch 3:  75%|███████▍  | 25210/33666 [15:32<05:12, 27.04it/s, loss=3.26, v_num=0]
    Epoch 3:  75%|███████▍  | 25211/33666 [15:32<05:12, 27.04it/s, loss=3.26, v_num=0]
    Epoch 3:  75%|███████▍  | 25211/33666 [15:32<05:12, 27.04it/s, loss=3.29, v_num=0]
    Epoch 3:  75%|███████▍  | 25212/33666 [15:32<05:12, 27.04it/s, loss=3.29, v_num=0]
    Epoch 3:  75%|███████▍  | 25212/33666 [15:32<05:12, 27.04it/s, loss=3.12, v_num=0]
    Epoch 3:  75%|███████▍  | 25213/33666 [15:32<05:12, 27.04it/s, loss=3.12, v_num=0]
    Epoch 3:  75%|███████▍  | 25213/33666 [15:32<05:12, 27.04it/s, loss=3.11, v_num=0]
    Epoch 3:  75%|███████▍  | 25214/33666 [15:32<05:12, 27.04it/s, loss=3.11, v_num=0]
    Epoch 3:  75%|███████▍  | 25214/33666 [15:32<05:12, 27.04it/s, loss=3.09, v_num=0]
    Epoch 3:  75%|███████▍  | 25215/33666 [15:32<05:12, 27.04it/s, loss=3.09, v_num=0]
    Epoch 3:  75%|███████▍  | 25215/33666 [15:32<05:12, 27.04it/s, loss=3.1, v_num=0] 
    Epoch 3:  75%|███████▍  | 25216/33666 [15:32<05:12, 27.04it/s, loss=3.1, v_num=0]
    Epoch 3:  75%|███████▍  | 25216/33666 [15:32<05:12, 27.04it/s, loss=3.06, v_num=0]
    Epoch 3:  75%|███████▍  | 25217/33666 [15:32<05:12, 27.04it/s, loss=3.06, v_num=0]
    Epoch 3:  75%|███████▍  | 25217/33666 [15:32<05:12, 27.04it/s, loss=3.06, v_num=0]
    Epoch 3:  75%|███████▍  | 25218/33666 [15:32<05:12, 27.04it/s, loss=3.06, v_num=0]
    Epoch 3:  75%|███████▍  | 25218/33666 [15:32<05:12, 27.04it/s, loss=3.09, v_num=0]
    Epoch 3:  75%|███████▍  | 25219/33666 [15:32<05:12, 27.04it/s, loss=3.09, v_num=0]
    Epoch 3:  75%|███████▍  | 25219/33666 [15:32<05:12, 27.04it/s, loss=3.07, v_num=0]
    Epoch 3:  75%|███████▍  | 25220/33666 [15:32<05:12, 27.04it/s, loss=3.07, v_num=0]
    Epoch 3:  75%|███████▍  | 25220/33666 [15:32<05:12, 27.04it/s, loss=3.07, v_num=0]
    Epoch 3:  75%|███████▍  | 25221/33666 [15:32<05:12, 27.04it/s, loss=3.07, v_num=0]
    Epoch 3:  75%|███████▍  | 25221/33666 [15:32<05:12, 27.04it/s, loss=3.07, v_num=0]
    Epoch 3:  75%|███████▍  | 25222/33666 [15:32<05:12, 27.04it/s, loss=3.07, v_num=0]
    Epoch 3:  75%|███████▍  | 25222/33666 [15:32<05:12, 27.04it/s, loss=3.08, v_num=0]
    Epoch 3:  75%|███████▍  | 25223/33666 [15:32<05:12, 27.04it/s, loss=3.08, v_num=0]
    Epoch 3:  75%|███████▍  | 25223/33666 [15:32<05:12, 27.04it/s, loss=3.05, v_num=0]
    Epoch 3:  75%|███████▍  | 25224/33666 [15:32<05:12, 27.04it/s, loss=3.05, v_num=0]
    Epoch 3:  75%|███████▍  | 25224/33666 [15:32<05:12, 27.04it/s, loss=3.09, v_num=0]
    Epoch 3:  75%|███████▍  | 25225/33666 [15:32<05:12, 27.04it/s, loss=3.09, v_num=0]
    Epoch 3:  75%|███████▍  | 25225/33666 [15:32<05:12, 27.04it/s, loss=3.06, v_num=0]
    Epoch 3:  75%|███████▍  | 25226/33666 [15:32<05:12, 27.04it/s, loss=3.06, v_num=0]
    Epoch 3:  75%|███████▍  | 25226/33666 [15:32<05:12, 27.04it/s, loss=3.06, v_num=0]
    Epoch 3:  75%|███████▍  | 25227/33666 [15:33<05:12, 27.04it/s, loss=3.06, v_num=0]
    Epoch 3:  75%|███████▍  | 25227/33666 [15:33<05:12, 27.04it/s, loss=3.05, v_num=0]
    Epoch 3:  75%|███████▍  | 25228/33666 [15:33<05:12, 27.04it/s, loss=3.05, v_num=0]
    Epoch 3:  75%|███████▍  | 25228/33666 [15:33<05:12, 27.04it/s, loss=2.99, v_num=0]
    Epoch 3:  75%|███████▍  | 25229/33666 [15:33<05:12, 27.04it/s, loss=2.99, v_num=0]
    Epoch 3:  75%|███████▍  | 25229/33666 [15:33<05:12, 27.04it/s, loss=2.98, v_num=0]
    Epoch 3:  75%|███████▍  | 25230/33666 [15:33<05:12, 27.04it/s, loss=2.98, v_num=0]
    Epoch 3:  75%|███████▍  | 25230/33666 [15:33<05:12, 27.04it/s, loss=3, v_num=0]   
    Epoch 3:  75%|███████▍  | 25231/33666 [15:33<05:11, 27.04it/s, loss=3, v_num=0]
    Epoch 3:  75%|███████▍  | 25231/33666 [15:33<05:11, 27.04it/s, loss=3.11, v_num=0]
    Epoch 3:  75%|███████▍  | 25232/33666 [15:33<05:11, 27.04it/s, loss=3.11, v_num=0]
    Epoch 3:  75%|███████▍  | 25232/33666 [15:33<05:11, 27.04it/s, loss=3.21, v_num=0]
    Epoch 3:  75%|███████▍  | 25233/33666 [15:33<05:11, 27.04it/s, loss=3.21, v_num=0]
    Epoch 3:  75%|███████▍  | 25233/33666 [15:33<05:11, 27.04it/s, loss=3.15, v_num=0]
    Epoch 3:  75%|███████▍  | 25234/33666 [15:33<05:11, 27.04it/s, loss=3.15, v_num=0]
    Epoch 3:  75%|███████▍  | 25234/33666 [15:33<05:11, 27.04it/s, loss=3.22, v_num=0]
    Epoch 3:  75%|███████▍  | 25235/33666 [15:33<05:11, 27.04it/s, loss=3.22, v_num=0]
    Epoch 3:  75%|███████▍  | 25235/33666 [15:33<05:11, 27.04it/s, loss=3.16, v_num=0]
    Epoch 3:  75%|███████▍  | 25236/33666 [15:33<05:11, 27.04it/s, loss=3.16, v_num=0]
    Epoch 3:  75%|███████▍  | 25236/33666 [15:33<05:11, 27.04it/s, loss=3.15, v_num=0]
    Epoch 3:  75%|███████▍  | 25237/33666 [15:33<05:11, 27.04it/s, loss=3.15, v_num=0]
    Epoch 3:  75%|███████▍  | 25237/33666 [15:33<05:11, 27.04it/s, loss=3.13, v_num=0]
    Epoch 3:  75%|███████▍  | 25238/33666 [15:33<05:11, 27.04it/s, loss=3.13, v_num=0]
    Epoch 3:  75%|███████▍  | 25238/33666 [15:33<05:11, 27.04it/s, loss=3.12, v_num=0]
    Epoch 3:  75%|███████▍  | 25239/33666 [15:33<05:11, 27.04it/s, loss=3.12, v_num=0]
    Epoch 3:  75%|███████▍  | 25239/33666 [15:33<05:11, 27.04it/s, loss=3.13, v_num=0]
    Epoch 3:  75%|███████▍  | 25240/33666 [15:33<05:11, 27.04it/s, loss=3.13, v_num=0]
    Epoch 3:  75%|███████▍  | 25240/33666 [15:33<05:11, 27.04it/s, loss=3.17, v_num=0]
    Epoch 3:  75%|███████▍  | 25241/33666 [15:33<05:11, 27.04it/s, loss=3.17, v_num=0]
    Epoch 3:  75%|███████▍  | 25241/33666 [15:33<05:11, 27.04it/s, loss=3.18, v_num=0]
    Epoch 3:  75%|███████▍  | 25242/33666 [15:33<05:11, 27.04it/s, loss=3.18, v_num=0]
    Epoch 3:  75%|███████▍  | 25242/33666 [15:33<05:11, 27.04it/s, loss=3.25, v_num=0]
    Epoch 3:  75%|███████▍  | 25243/33666 [15:33<05:11, 27.04it/s, loss=3.25, v_num=0]
    Epoch 3:  75%|███████▍  | 25243/33666 [15:33<05:11, 27.04it/s, loss=3.29, v_num=0]
    Epoch 3:  75%|███████▍  | 25244/33666 [15:33<05:11, 27.04it/s, loss=3.29, v_num=0]
    Epoch 3:  75%|███████▍  | 25244/33666 [15:33<05:11, 27.04it/s, loss=3.3, v_num=0] 
    Epoch 3:  75%|███████▍  | 25245/33666 [15:33<05:11, 27.04it/s, loss=3.3, v_num=0]
    Epoch 3:  75%|███████▍  | 25245/33666 [15:33<05:11, 27.04it/s, loss=3.32, v_num=0]
    Epoch 3:  75%|███████▍  | 25246/33666 [15:33<05:11, 27.04it/s, loss=3.32, v_num=0]
    Epoch 3:  75%|███████▍  | 25246/33666 [15:33<05:11, 27.04it/s, loss=3.39, v_num=0]
    Epoch 3:  75%|███████▍  | 25247/33666 [15:33<05:11, 27.04it/s, loss=3.39, v_num=0]
    Epoch 3:  75%|███████▍  | 25247/33666 [15:33<05:11, 27.04it/s, loss=3.31, v_num=0]
    Epoch 3:  75%|███████▍  | 25248/33666 [15:33<05:11, 27.04it/s, loss=3.31, v_num=0]
    Epoch 3:  75%|███████▍  | 25248/33666 [15:33<05:11, 27.04it/s, loss=3.35, v_num=0]
    Epoch 3:  75%|███████▍  | 25249/33666 [15:33<05:11, 27.04it/s, loss=3.35, v_num=0]
    Epoch 3:  75%|███████▍  | 25249/33666 [15:33<05:11, 27.04it/s, loss=3.36, v_num=0]
    Epoch 3:  75%|███████▌  | 25250/33666 [15:33<05:11, 27.04it/s, loss=3.36, v_num=0]
    Epoch 3:  75%|███████▌  | 25250/33666 [15:33<05:11, 27.04it/s, loss=3.31, v_num=0]

    Validation: 0it [00:00, ?it/s]

    Validation:   0%|          | 0/8416 [00:00<?, ?it/s]

    Validation DataLoader 0:   0%|          | 0/8416 [00:00<?, ?it/s]

    Validation DataLoader 0:   0%|          | 1/8416 [00:00<02:19, 60.33it/s]
    Epoch 3:  75%|███████▌  | 25251/33666 [15:34<05:11, 27.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   0%|          | 2/8416 [00:00<01:52, 75.10it/s]
    Epoch 3:  75%|███████▌  | 25252/33666 [15:34<05:11, 27.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   0%|          | 3/8416 [00:00<01:48, 77.66it/s]
    Epoch 3:  75%|███████▌  | 25253/33666 [15:34<05:11, 27.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   0%|          | 4/8416 [00:00<01:38, 85.18it/s]
    Epoch 3:  75%|███████▌  | 25254/33666 [15:34<05:11, 27.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   0%|          | 5/8416 [00:00<01:33, 90.03it/s]
    Epoch 3:  75%|███████▌  | 25255/33666 [15:34<05:11, 27.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   0%|          | 6/8416 [00:00<01:29, 94.34it/s]
    Epoch 3:  75%|███████▌  | 25256/33666 [15:34<05:11, 27.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   0%|          | 7/8416 [00:00<01:25, 98.27it/s]
    Epoch 3:  75%|███████▌  | 25257/33666 [15:34<05:11, 27.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   0%|          | 8/8416 [00:00<01:28, 95.30it/s]
    Epoch 3:  75%|███████▌  | 25258/33666 [15:34<05:11, 27.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   0%|          | 9/8416 [00:00<01:25, 98.76it/s]
    Epoch 3:  75%|███████▌  | 25259/33666 [15:34<05:11, 27.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   0%|          | 10/8416 [00:00<01:22, 101.71it/s]
    Epoch 3:  75%|███████▌  | 25260/33666 [15:34<05:11, 27.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   0%|          | 11/8416 [00:00<01:20, 103.93it/s]
    Epoch 3:  75%|███████▌  | 25261/33666 [15:34<05:11, 27.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   0%|          | 12/8416 [00:00<01:19, 105.47it/s]
    Epoch 3:  75%|███████▌  | 25262/33666 [15:34<05:10, 27.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   0%|          | 13/8416 [00:00<01:19, 106.33it/s]
    Epoch 3:  75%|███████▌  | 25263/33666 [15:34<05:10, 27.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   0%|          | 14/8416 [00:00<01:18, 107.55it/s]
    Epoch 3:  75%|███████▌  | 25264/33666 [15:34<05:10, 27.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   0%|          | 15/8416 [00:00<01:17, 108.96it/s]
    Epoch 3:  75%|███████▌  | 25265/33666 [15:34<05:10, 27.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   0%|          | 16/8416 [00:00<01:16, 109.78it/s]
    Epoch 3:  75%|███████▌  | 25266/33666 [15:34<05:10, 27.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   0%|          | 17/8416 [00:00<01:15, 111.12it/s]
    Epoch 3:  75%|███████▌  | 25267/33666 [15:34<05:10, 27.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   0%|          | 18/8416 [00:00<01:15, 111.89it/s]
    Epoch 3:  75%|███████▌  | 25268/33666 [15:34<05:10, 27.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   0%|          | 19/8416 [00:00<01:14, 112.34it/s]
    Epoch 3:  75%|███████▌  | 25269/33666 [15:34<05:10, 27.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   0%|          | 20/8416 [00:00<01:14, 112.24it/s]
    Epoch 3:  75%|███████▌  | 25270/33666 [15:34<05:10, 27.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   0%|          | 21/8416 [00:00<01:14, 112.06it/s]
    Epoch 3:  75%|███████▌  | 25271/33666 [15:34<05:10, 27.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   0%|          | 22/8416 [00:00<01:14, 112.12it/s]
    Epoch 3:  75%|███████▌  | 25272/33666 [15:34<05:10, 27.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   0%|          | 23/8416 [00:00<01:14, 112.47it/s]
    Epoch 3:  75%|███████▌  | 25273/33666 [15:34<05:10, 27.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   0%|          | 24/8416 [00:00<01:14, 112.98it/s]
    Epoch 3:  75%|███████▌  | 25274/33666 [15:34<05:10, 27.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   0%|          | 25/8416 [00:00<01:13, 113.42it/s]
    Epoch 3:  75%|███████▌  | 25275/33666 [15:34<05:10, 27.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   0%|          | 26/8416 [00:00<01:13, 113.85it/s]
    Epoch 3:  75%|███████▌  | 25276/33666 [15:34<05:10, 27.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   0%|          | 27/8416 [00:00<01:13, 114.13it/s]
    Epoch 3:  75%|███████▌  | 25277/33666 [15:34<05:10, 27.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   0%|          | 28/8416 [00:00<01:13, 114.09it/s]
    Epoch 3:  75%|███████▌  | 25278/33666 [15:34<05:10, 27.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   0%|          | 29/8416 [00:00<01:13, 113.79it/s]
    Epoch 3:  75%|███████▌  | 25279/33666 [15:34<05:10, 27.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   0%|          | 30/8416 [00:00<01:14, 112.39it/s]
    Epoch 3:  75%|███████▌  | 25280/33666 [15:34<05:10, 27.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   0%|          | 31/8416 [00:00<01:15, 110.63it/s]
    Epoch 3:  75%|███████▌  | 25281/33666 [15:34<05:10, 27.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   0%|          | 32/8416 [00:00<01:15, 111.13it/s]
    Epoch 3:  75%|███████▌  | 25282/33666 [15:34<05:10, 27.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   0%|          | 33/8416 [00:00<01:15, 111.58it/s]
    Epoch 3:  75%|███████▌  | 25283/33666 [15:34<05:09, 27.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   0%|          | 34/8416 [00:00<01:14, 112.01it/s]
    Epoch 3:  75%|███████▌  | 25284/33666 [15:34<05:09, 27.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   0%|          | 35/8416 [00:00<01:14, 112.43it/s]
    Epoch 3:  75%|███████▌  | 25285/33666 [15:34<05:09, 27.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   0%|          | 36/8416 [00:00<01:14, 112.81it/s]
    Epoch 3:  75%|███████▌  | 25286/33666 [15:34<05:09, 27.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   0%|          | 37/8416 [00:00<01:14, 113.18it/s]
    Epoch 3:  75%|███████▌  | 25287/33666 [15:34<05:09, 27.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   0%|          | 38/8416 [00:00<01:13, 113.51it/s]
    Epoch 3:  75%|███████▌  | 25288/33666 [15:34<05:09, 27.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   0%|          | 39/8416 [00:00<01:13, 113.86it/s]
    Epoch 3:  75%|███████▌  | 25289/33666 [15:34<05:09, 27.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   0%|          | 40/8416 [00:00<01:13, 114.18it/s]
    Epoch 3:  75%|███████▌  | 25290/33666 [15:35<05:09, 27.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   0%|          | 41/8416 [00:00<01:13, 114.51it/s]
    Epoch 3:  75%|███████▌  | 25291/33666 [15:35<05:09, 27.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   0%|          | 42/8416 [00:00<01:12, 114.77it/s]
    Epoch 3:  75%|███████▌  | 25292/33666 [15:35<05:09, 27.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 43/8416 [00:00<01:12, 115.07it/s]
    Epoch 3:  75%|███████▌  | 25293/33666 [15:35<05:09, 27.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 44/8416 [00:00<01:12, 115.35it/s]
    Epoch 3:  75%|███████▌  | 25294/33666 [15:35<05:09, 27.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 45/8416 [00:00<01:12, 115.58it/s]
    Epoch 3:  75%|███████▌  | 25295/33666 [15:35<05:09, 27.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 46/8416 [00:00<01:12, 115.82it/s]
    Epoch 3:  75%|███████▌  | 25296/33666 [15:35<05:09, 27.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 47/8416 [00:00<01:12, 116.07it/s]
    Epoch 3:  75%|███████▌  | 25297/33666 [15:35<05:09, 27.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 48/8416 [00:00<01:11, 116.29it/s]
    Epoch 3:  75%|███████▌  | 25298/33666 [15:35<05:09, 27.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 49/8416 [00:00<01:11, 116.54it/s]
    Epoch 3:  75%|███████▌  | 25299/33666 [15:35<05:09, 27.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 50/8416 [00:00<01:11, 116.73it/s]
    Epoch 3:  75%|███████▌  | 25300/33666 [15:35<05:09, 27.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 51/8416 [00:00<01:11, 116.94it/s]
    Epoch 3:  75%|███████▌  | 25301/33666 [15:35<05:09, 27.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 52/8416 [00:00<01:12, 115.57it/s]
    Epoch 3:  75%|███████▌  | 25302/33666 [15:35<05:09, 27.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 53/8416 [00:00<01:12, 115.75it/s]
    Epoch 3:  75%|███████▌  | 25303/33666 [15:35<05:09, 27.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 54/8416 [00:00<01:12, 115.93it/s]
    Epoch 3:  75%|███████▌  | 25304/33666 [15:35<05:09, 27.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 55/8416 [00:00<01:12, 116.10it/s]
    Epoch 3:  75%|███████▌  | 25305/33666 [15:35<05:08, 27.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 56/8416 [00:00<01:11, 116.27it/s]
    Epoch 3:  75%|███████▌  | 25306/33666 [15:35<05:08, 27.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 57/8416 [00:00<01:11, 116.44it/s]
    Epoch 3:  75%|███████▌  | 25307/33666 [15:35<05:08, 27.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 58/8416 [00:00<01:11, 116.59it/s]
    Epoch 3:  75%|███████▌  | 25308/33666 [15:35<05:08, 27.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 59/8416 [00:00<01:11, 116.76it/s]
    Epoch 3:  75%|███████▌  | 25309/33666 [15:35<05:08, 27.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 60/8416 [00:00<01:11, 116.91it/s]
    Epoch 3:  75%|███████▌  | 25310/33666 [15:35<05:08, 27.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 61/8416 [00:00<01:11, 117.06it/s]
    Epoch 3:  75%|███████▌  | 25311/33666 [15:35<05:08, 27.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 62/8416 [00:00<01:11, 117.19it/s]
    Epoch 3:  75%|███████▌  | 25312/33666 [15:35<05:08, 27.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 63/8416 [00:00<01:11, 117.32it/s]
    Epoch 3:  75%|███████▌  | 25313/33666 [15:35<05:08, 27.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 64/8416 [00:00<01:11, 117.25it/s]
    Epoch 3:  75%|███████▌  | 25314/33666 [15:35<05:08, 27.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 65/8416 [00:00<01:11, 117.39it/s]
    Epoch 3:  75%|███████▌  | 25315/33666 [15:35<05:08, 27.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 66/8416 [00:00<01:11, 117.53it/s]
    Epoch 3:  75%|███████▌  | 25316/33666 [15:35<05:08, 27.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 67/8416 [00:00<01:10, 117.64it/s]
    Epoch 3:  75%|███████▌  | 25317/33666 [15:35<05:08, 27.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 68/8416 [00:00<01:10, 117.77it/s]
    Epoch 3:  75%|███████▌  | 25318/33666 [15:35<05:08, 27.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 69/8416 [00:00<01:10, 117.89it/s]
    Epoch 3:  75%|███████▌  | 25319/33666 [15:35<05:08, 27.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 70/8416 [00:00<01:10, 118.01it/s]
    Epoch 3:  75%|███████▌  | 25320/33666 [15:35<05:08, 27.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 71/8416 [00:00<01:10, 118.13it/s]
    Epoch 3:  75%|███████▌  | 25321/33666 [15:35<05:08, 27.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 72/8416 [00:00<01:10, 118.25it/s]
    Epoch 3:  75%|███████▌  | 25322/33666 [15:35<05:08, 27.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 73/8416 [00:00<01:10, 118.36it/s]
    Epoch 3:  75%|███████▌  | 25323/33666 [15:35<05:08, 27.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 74/8416 [00:00<01:10, 118.47it/s]
    Epoch 3:  75%|███████▌  | 25324/33666 [15:35<05:08, 27.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 75/8416 [00:00<01:10, 118.58it/s]
    Epoch 3:  75%|███████▌  | 25325/33666 [15:35<05:08, 27.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 76/8416 [00:00<01:10, 118.69it/s]
    Epoch 3:  75%|███████▌  | 25326/33666 [15:35<05:07, 27.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 77/8416 [00:00<01:10, 118.79it/s]
    Epoch 3:  75%|███████▌  | 25327/33666 [15:35<05:07, 27.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 78/8416 [00:00<01:10, 118.89it/s]
    Epoch 3:  75%|███████▌  | 25328/33666 [15:35<05:07, 27.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 79/8416 [00:00<01:10, 118.97it/s]
    Epoch 3:  75%|███████▌  | 25329/33666 [15:35<05:07, 27.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 80/8416 [00:00<01:10, 119.07it/s]
    Epoch 3:  75%|███████▌  | 25330/33666 [15:35<05:07, 27.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 81/8416 [00:00<01:09, 119.16it/s]
    Epoch 3:  75%|███████▌  | 25331/33666 [15:35<05:07, 27.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 82/8416 [00:00<01:09, 119.25it/s]
    Epoch 3:  75%|███████▌  | 25332/33666 [15:35<05:07, 27.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 83/8416 [00:00<01:09, 119.34it/s]
    Epoch 3:  75%|███████▌  | 25333/33666 [15:35<05:07, 27.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 84/8416 [00:00<01:09, 119.43it/s]
    Epoch 3:  75%|███████▌  | 25334/33666 [15:35<05:07, 27.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 85/8416 [00:00<01:09, 119.51it/s]
    Epoch 3:  75%|███████▌  | 25335/33666 [15:35<05:07, 27.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 86/8416 [00:00<01:09, 119.59it/s]
    Epoch 3:  75%|███████▌  | 25336/33666 [15:35<05:07, 27.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 87/8416 [00:00<01:09, 119.66it/s]
    Epoch 3:  75%|███████▌  | 25337/33666 [15:35<05:07, 27.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 88/8416 [00:00<01:09, 119.73it/s]
    Epoch 3:  75%|███████▌  | 25338/33666 [15:35<05:07, 27.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 89/8416 [00:00<01:09, 119.81it/s]
    Epoch 3:  75%|███████▌  | 25339/33666 [15:35<05:07, 27.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 90/8416 [00:00<01:09, 119.87it/s]
    Epoch 3:  75%|███████▌  | 25340/33666 [15:35<05:07, 27.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 91/8416 [00:00<01:09, 119.95it/s]
    Epoch 3:  75%|███████▌  | 25341/33666 [15:35<05:07, 27.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 92/8416 [00:00<01:09, 120.01it/s]
    Epoch 3:  75%|███████▌  | 25342/33666 [15:35<05:07, 27.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 93/8416 [00:00<01:09, 120.08it/s]
    Epoch 3:  75%|███████▌  | 25343/33666 [15:35<05:07, 27.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 94/8416 [00:00<01:09, 120.15it/s]
    Epoch 3:  75%|███████▌  | 25344/33666 [15:35<05:07, 27.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 95/8416 [00:00<01:09, 120.22it/s]
    Epoch 3:  75%|███████▌  | 25345/33666 [15:35<05:07, 27.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 96/8416 [00:00<01:09, 120.28it/s]
    Epoch 3:  75%|███████▌  | 25346/33666 [15:35<05:07, 27.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 97/8416 [00:00<01:09, 120.35it/s]
    Epoch 3:  75%|███████▌  | 25347/33666 [15:35<05:07, 27.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 98/8416 [00:00<01:09, 120.41it/s]
    Epoch 3:  75%|███████▌  | 25348/33666 [15:35<05:06, 27.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 99/8416 [00:00<01:09, 120.47it/s]
    Epoch 3:  75%|███████▌  | 25349/33666 [15:35<05:06, 27.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 100/8416 [00:00<01:08, 120.52it/s]
    Epoch 3:  75%|███████▌  | 25350/33666 [15:35<05:06, 27.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 101/8416 [00:00<01:08, 120.59it/s]
    Epoch 3:  75%|███████▌  | 25351/33666 [15:35<05:06, 27.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 102/8416 [00:00<01:08, 120.65it/s]
    Epoch 3:  75%|███████▌  | 25352/33666 [15:35<05:06, 27.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 103/8416 [00:00<01:08, 120.71it/s]
    Epoch 3:  75%|███████▌  | 25353/33666 [15:35<05:06, 27.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 104/8416 [00:00<01:08, 120.76it/s]
    Epoch 3:  75%|███████▌  | 25354/33666 [15:35<05:06, 27.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|          | 105/8416 [00:00<01:08, 120.81it/s]
    Epoch 3:  75%|███████▌  | 25355/33666 [15:35<05:06, 27.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|▏         | 106/8416 [00:00<01:08, 120.86it/s]
    Epoch 3:  75%|███████▌  | 25356/33666 [15:35<05:06, 27.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|▏         | 107/8416 [00:00<01:08, 120.92it/s]
    Epoch 3:  75%|███████▌  | 25357/33666 [15:35<05:06, 27.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|▏         | 108/8416 [00:00<01:08, 120.97it/s]
    Epoch 3:  75%|███████▌  | 25358/33666 [15:35<05:06, 27.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|▏         | 109/8416 [00:00<01:08, 121.03it/s]
    Epoch 3:  75%|███████▌  | 25359/33666 [15:35<05:06, 27.11it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|▏         | 110/8416 [00:00<01:08, 121.07it/s]
    Epoch 3:  75%|███████▌  | 25360/33666 [15:35<05:06, 27.11it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|▏         | 111/8416 [00:00<01:08, 121.12it/s]
    Epoch 3:  75%|███████▌  | 25361/33666 [15:35<05:06, 27.11it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|▏         | 112/8416 [00:00<01:08, 121.17it/s]
    Epoch 3:  75%|███████▌  | 25362/33666 [15:35<05:06, 27.11it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|▏         | 113/8416 [00:00<01:08, 121.22it/s]
    Epoch 3:  75%|███████▌  | 25363/33666 [15:35<05:06, 27.11it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|▏         | 114/8416 [00:00<01:08, 121.27it/s]
    Epoch 3:  75%|███████▌  | 25364/33666 [15:35<05:06, 27.11it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|▏         | 115/8416 [00:00<01:08, 121.30it/s]
    Epoch 3:  75%|███████▌  | 25365/33666 [15:35<05:06, 27.11it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|▏         | 116/8416 [00:00<01:08, 121.35it/s]
    Epoch 3:  75%|███████▌  | 25366/33666 [15:35<05:06, 27.11it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|▏         | 117/8416 [00:00<01:08, 121.40it/s]
    Epoch 3:  75%|███████▌  | 25367/33666 [15:35<05:06, 27.11it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|▏         | 118/8416 [00:00<01:08, 121.43it/s]
    Epoch 3:  75%|███████▌  | 25368/33666 [15:35<05:06, 27.11it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|▏         | 119/8416 [00:00<01:08, 121.47it/s]
    Epoch 3:  75%|███████▌  | 25369/33666 [15:35<05:06, 27.11it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|▏         | 120/8416 [00:00<01:08, 121.52it/s]
    Epoch 3:  75%|███████▌  | 25370/33666 [15:35<05:05, 27.12it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|▏         | 121/8416 [00:00<01:08, 121.56it/s]
    Epoch 3:  75%|███████▌  | 25371/33666 [15:35<05:05, 27.12it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|▏         | 122/8416 [00:01<01:08, 121.60it/s]
    Epoch 3:  75%|███████▌  | 25372/33666 [15:35<05:05, 27.12it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|▏         | 123/8416 [00:01<01:08, 121.63it/s]
    Epoch 3:  75%|███████▌  | 25373/33666 [15:35<05:05, 27.12it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|▏         | 124/8416 [00:01<01:08, 121.67it/s]
    Epoch 3:  75%|███████▌  | 25374/33666 [15:35<05:05, 27.12it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|▏         | 125/8416 [00:01<01:08, 121.71it/s]
    Epoch 3:  75%|███████▌  | 25375/33666 [15:35<05:05, 27.12it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   1%|▏         | 126/8416 [00:01<01:08, 121.75it/s]
    Epoch 3:  75%|███████▌  | 25376/33666 [15:35<05:05, 27.12it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 127/8416 [00:01<01:08, 121.79it/s]
    Epoch 3:  75%|███████▌  | 25377/33666 [15:35<05:05, 27.12it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 128/8416 [00:01<01:08, 121.72it/s]
    Epoch 3:  75%|███████▌  | 25378/33666 [15:35<05:05, 27.12it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 129/8416 [00:01<01:08, 121.77it/s]
    Epoch 3:  75%|███████▌  | 25379/33666 [15:35<05:05, 27.12it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 130/8416 [00:01<01:08, 121.80it/s]
    Epoch 3:  75%|███████▌  | 25380/33666 [15:35<05:05, 27.12it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 131/8416 [00:01<01:07, 121.84it/s]
    Epoch 3:  75%|███████▌  | 25381/33666 [15:35<05:05, 27.12it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 132/8416 [00:01<01:07, 121.87it/s]
    Epoch 3:  75%|███████▌  | 25382/33666 [15:35<05:05, 27.13it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 133/8416 [00:01<01:07, 121.91it/s]
    Epoch 3:  75%|███████▌  | 25383/33666 [15:35<05:05, 27.13it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 134/8416 [00:01<01:07, 121.95it/s]
    Epoch 3:  75%|███████▌  | 25384/33666 [15:35<05:05, 27.13it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 135/8416 [00:01<01:07, 121.98it/s]
    Epoch 3:  75%|███████▌  | 25385/33666 [15:35<05:05, 27.13it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 136/8416 [00:01<01:07, 122.02it/s]
    Epoch 3:  75%|███████▌  | 25386/33666 [15:35<05:05, 27.13it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 137/8416 [00:01<01:07, 122.05it/s]
    Epoch 3:  75%|███████▌  | 25387/33666 [15:35<05:05, 27.13it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 138/8416 [00:01<01:07, 122.09it/s]
    Epoch 3:  75%|███████▌  | 25388/33666 [15:35<05:05, 27.13it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 139/8416 [00:01<01:07, 122.13it/s]
    Epoch 3:  75%|███████▌  | 25389/33666 [15:35<05:05, 27.13it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 140/8416 [00:01<01:07, 122.16it/s]
    Epoch 3:  75%|███████▌  | 25390/33666 [15:35<05:05, 27.13it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 141/8416 [00:01<01:07, 122.20it/s]
    Epoch 3:  75%|███████▌  | 25391/33666 [15:35<05:04, 27.13it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 142/8416 [00:01<01:07, 122.22it/s]
    Epoch 3:  75%|███████▌  | 25392/33666 [15:35<05:04, 27.13it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 143/8416 [00:01<01:07, 122.26it/s]
    Epoch 3:  75%|███████▌  | 25393/33666 [15:35<05:04, 27.13it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 144/8416 [00:01<01:07, 122.29it/s]
    Epoch 3:  75%|███████▌  | 25394/33666 [15:35<05:04, 27.14it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 145/8416 [00:01<01:07, 122.32it/s]
    Epoch 3:  75%|███████▌  | 25395/33666 [15:35<05:04, 27.14it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 146/8416 [00:01<01:07, 122.35it/s]
    Epoch 3:  75%|███████▌  | 25396/33666 [15:35<05:04, 27.14it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 147/8416 [00:01<01:07, 122.37it/s]
    Epoch 3:  75%|███████▌  | 25397/33666 [15:35<05:04, 27.14it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 148/8416 [00:01<01:07, 122.40it/s]
    Epoch 3:  75%|███████▌  | 25398/33666 [15:35<05:04, 27.14it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 149/8416 [00:01<01:07, 122.43it/s]
    Epoch 3:  75%|███████▌  | 25399/33666 [15:35<05:04, 27.14it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 150/8416 [00:01<01:07, 122.46it/s]
    Epoch 3:  75%|███████▌  | 25400/33666 [15:35<05:04, 27.14it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 151/8416 [00:01<01:07, 122.48it/s]
    Epoch 3:  75%|███████▌  | 25401/33666 [15:35<05:04, 27.14it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 152/8416 [00:01<01:07, 122.51it/s]
    Epoch 3:  75%|███████▌  | 25402/33666 [15:35<05:04, 27.14it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 153/8416 [00:01<01:07, 122.54it/s]
    Epoch 3:  75%|███████▌  | 25403/33666 [15:35<05:04, 27.14it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 154/8416 [00:01<01:07, 121.99it/s]
    Epoch 3:  75%|███████▌  | 25404/33666 [15:35<05:04, 27.14it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 155/8416 [00:01<01:07, 122.01it/s]
    Epoch 3:  75%|███████▌  | 25405/33666 [15:35<05:04, 27.14it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 156/8416 [00:01<01:07, 122.01it/s]
    Epoch 3:  75%|███████▌  | 25406/33666 [15:35<05:04, 27.15it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 157/8416 [00:01<01:07, 122.02it/s]
    Epoch 3:  75%|███████▌  | 25407/33666 [15:35<05:04, 27.15it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 158/8416 [00:01<01:07, 122.02it/s]
    Epoch 3:  75%|███████▌  | 25408/33666 [15:35<05:04, 27.15it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 159/8416 [00:01<01:07, 122.02it/s]
    Epoch 3:  75%|███████▌  | 25409/33666 [15:35<05:04, 27.15it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 160/8416 [00:01<01:07, 122.02it/s]
    Epoch 3:  75%|███████▌  | 25410/33666 [15:35<05:04, 27.15it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 161/8416 [00:01<01:07, 122.03it/s]
    Epoch 3:  75%|███████▌  | 25411/33666 [15:35<05:04, 27.15it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 162/8416 [00:01<01:07, 122.05it/s]
    Epoch 3:  75%|███████▌  | 25412/33666 [15:35<05:04, 27.15it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 163/8416 [00:01<01:07, 122.05it/s]
    Epoch 3:  75%|███████▌  | 25413/33666 [15:35<05:03, 27.15it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 164/8416 [00:01<01:07, 122.06it/s]
    Epoch 3:  75%|███████▌  | 25414/33666 [15:36<05:03, 27.15it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 165/8416 [00:01<01:07, 122.07it/s]
    Epoch 3:  75%|███████▌  | 25415/33666 [15:36<05:03, 27.15it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 166/8416 [00:01<01:07, 122.07it/s]
    Epoch 3:  75%|███████▌  | 25416/33666 [15:36<05:03, 27.15it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 167/8416 [00:01<01:07, 122.08it/s]
    Epoch 3:  75%|███████▌  | 25417/33666 [15:36<05:03, 27.15it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 168/8416 [00:01<01:07, 122.08it/s]
    Epoch 3:  76%|███████▌  | 25418/33666 [15:36<05:03, 27.16it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 169/8416 [00:01<01:07, 122.12it/s]
    Epoch 3:  76%|███████▌  | 25419/33666 [15:36<05:03, 27.16it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 170/8416 [00:01<01:07, 122.15it/s]
    Epoch 3:  76%|███████▌  | 25420/33666 [15:36<05:03, 27.16it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 171/8416 [00:01<01:07, 122.16it/s]
    Epoch 3:  76%|███████▌  | 25421/33666 [15:36<05:03, 27.16it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 172/8416 [00:01<01:07, 122.16it/s]
    Epoch 3:  76%|███████▌  | 25422/33666 [15:36<05:03, 27.16it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 173/8416 [00:01<01:07, 122.17it/s]
    Epoch 3:  76%|███████▌  | 25423/33666 [15:36<05:03, 27.16it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 174/8416 [00:01<01:07, 122.18it/s]
    Epoch 3:  76%|███████▌  | 25424/33666 [15:36<05:03, 27.16it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 175/8416 [00:01<01:07, 122.19it/s]
    Epoch 3:  76%|███████▌  | 25425/33666 [15:36<05:03, 27.16it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 176/8416 [00:01<01:07, 122.23it/s]
    Epoch 3:  76%|███████▌  | 25426/33666 [15:36<05:03, 27.16it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 177/8416 [00:01<01:07, 122.26it/s]
    Epoch 3:  76%|███████▌  | 25427/33666 [15:36<05:03, 27.16it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 178/8416 [00:01<01:07, 122.30it/s]
    Epoch 3:  76%|███████▌  | 25428/33666 [15:36<05:03, 27.16it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 179/8416 [00:01<01:07, 122.33it/s]
    Epoch 3:  76%|███████▌  | 25429/33666 [15:36<05:03, 27.16it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 180/8416 [00:01<01:07, 122.36it/s]
    Epoch 3:  76%|███████▌  | 25430/33666 [15:36<05:03, 27.17it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 181/8416 [00:01<01:07, 122.39it/s]
    Epoch 3:  76%|███████▌  | 25431/33666 [15:36<05:03, 27.17it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 182/8416 [00:01<01:07, 122.42it/s]
    Epoch 3:  76%|███████▌  | 25432/33666 [15:36<05:03, 27.17it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 183/8416 [00:01<01:07, 122.46it/s]
    Epoch 3:  76%|███████▌  | 25433/33666 [15:36<05:03, 27.17it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 184/8416 [00:01<01:07, 122.49it/s]
    Epoch 3:  76%|███████▌  | 25434/33666 [15:36<05:02, 27.17it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 185/8416 [00:01<01:07, 122.52it/s]
    Epoch 3:  76%|███████▌  | 25435/33666 [15:36<05:02, 27.17it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 186/8416 [00:01<01:07, 122.52it/s]
    Epoch 3:  76%|███████▌  | 25436/33666 [15:36<05:02, 27.17it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 187/8416 [00:01<01:07, 122.41it/s]
    Epoch 3:  76%|███████▌  | 25437/33666 [15:36<05:02, 27.17it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 188/8416 [00:01<01:07, 122.42it/s]
    Epoch 3:  76%|███████▌  | 25438/33666 [15:36<05:02, 27.17it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 189/8416 [00:01<01:07, 122.43it/s]
    Epoch 3:  76%|███████▌  | 25439/33666 [15:36<05:02, 27.17it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 190/8416 [00:01<01:07, 122.43it/s]
    Epoch 3:  76%|███████▌  | 25440/33666 [15:36<05:02, 27.17it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 191/8416 [00:01<01:07, 122.43it/s]
    Epoch 3:  76%|███████▌  | 25441/33666 [15:36<05:02, 27.17it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 192/8416 [00:01<01:07, 122.40it/s]
    Epoch 3:  76%|███████▌  | 25442/33666 [15:36<05:02, 27.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 193/8416 [00:01<01:07, 122.43it/s]
    Epoch 3:  76%|███████▌  | 25443/33666 [15:36<05:02, 27.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 194/8416 [00:01<01:07, 122.45it/s]
    Epoch 3:  76%|███████▌  | 25444/33666 [15:36<05:02, 27.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 195/8416 [00:01<01:07, 122.48it/s]
    Epoch 3:  76%|███████▌  | 25445/33666 [15:36<05:02, 27.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 196/8416 [00:01<01:07, 122.52it/s]
    Epoch 3:  76%|███████▌  | 25446/33666 [15:36<05:02, 27.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 197/8416 [00:01<01:07, 122.55it/s]
    Epoch 3:  76%|███████▌  | 25447/33666 [15:36<05:02, 27.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 198/8416 [00:01<01:07, 122.58it/s]
    Epoch 3:  76%|███████▌  | 25448/33666 [15:36<05:02, 27.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 199/8416 [00:01<01:07, 122.62it/s]
    Epoch 3:  76%|███████▌  | 25449/33666 [15:36<05:02, 27.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 200/8416 [00:01<01:06, 122.64it/s]
    Epoch 3:  76%|███████▌  | 25450/33666 [15:36<05:02, 27.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 201/8416 [00:01<01:06, 122.67it/s]
    Epoch 3:  76%|███████▌  | 25451/33666 [15:36<05:02, 27.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 202/8416 [00:01<01:06, 122.69it/s]
    Epoch 3:  76%|███████▌  | 25452/33666 [15:36<05:02, 27.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 203/8416 [00:01<01:06, 122.73it/s]
    Epoch 3:  76%|███████▌  | 25453/33666 [15:36<05:02, 27.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 204/8416 [00:01<01:06, 122.76it/s]
    Epoch 3:  76%|███████▌  | 25454/33666 [15:36<05:02, 27.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 205/8416 [00:01<01:06, 122.79it/s]
    Epoch 3:  76%|███████▌  | 25455/33666 [15:36<05:02, 27.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 206/8416 [00:01<01:06, 122.82it/s]
    Epoch 3:  76%|███████▌  | 25456/33666 [15:36<05:01, 27.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 207/8416 [00:01<01:06, 122.85it/s]
    Epoch 3:  76%|███████▌  | 25457/33666 [15:36<05:01, 27.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 208/8416 [00:01<01:06, 122.88it/s]
    Epoch 3:  76%|███████▌  | 25458/33666 [15:36<05:01, 27.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 209/8416 [00:01<01:06, 122.91it/s]
    Epoch 3:  76%|███████▌  | 25459/33666 [15:36<05:01, 27.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   2%|▏         | 210/8416 [00:01<01:06, 122.93it/s]
    Epoch 3:  76%|███████▌  | 25460/33666 [15:36<05:01, 27.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 211/8416 [00:01<01:06, 122.96it/s]
    Epoch 3:  76%|███████▌  | 25461/33666 [15:36<05:01, 27.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 212/8416 [00:01<01:06, 122.99it/s]
    Epoch 3:  76%|███████▌  | 25462/33666 [15:36<05:01, 27.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 213/8416 [00:01<01:06, 123.01it/s]
    Epoch 3:  76%|███████▌  | 25463/33666 [15:36<05:01, 27.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 214/8416 [00:01<01:06, 123.03it/s]
    Epoch 3:  76%|███████▌  | 25464/33666 [15:36<05:01, 27.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 215/8416 [00:01<01:06, 123.06it/s]
    Epoch 3:  76%|███████▌  | 25465/33666 [15:36<05:01, 27.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 216/8416 [00:01<01:06, 123.08it/s]
    Epoch 3:  76%|███████▌  | 25466/33666 [15:36<05:01, 27.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 217/8416 [00:01<01:06, 123.10it/s]
    Epoch 3:  76%|███████▌  | 25467/33666 [15:36<05:01, 27.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 218/8416 [00:01<01:06, 123.12it/s]
    Epoch 3:  76%|███████▌  | 25468/33666 [15:36<05:01, 27.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 219/8416 [00:01<01:06, 123.15it/s]
    Epoch 3:  76%|███████▌  | 25469/33666 [15:36<05:01, 27.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 220/8416 [00:01<01:06, 123.17it/s]
    Epoch 3:  76%|███████▌  | 25470/33666 [15:36<05:01, 27.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 221/8416 [00:01<01:06, 123.19it/s]
    Epoch 3:  76%|███████▌  | 25471/33666 [15:36<05:01, 27.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 222/8416 [00:01<01:06, 123.21it/s]
    Epoch 3:  76%|███████▌  | 25472/33666 [15:36<05:01, 27.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 223/8416 [00:01<01:06, 123.24it/s]
    Epoch 3:  76%|███████▌  | 25473/33666 [15:36<05:01, 27.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 224/8416 [00:01<01:06, 123.26it/s]
    Epoch 3:  76%|███████▌  | 25474/33666 [15:36<05:01, 27.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 225/8416 [00:01<01:06, 123.29it/s]
    Epoch 3:  76%|███████▌  | 25475/33666 [15:36<05:01, 27.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 226/8416 [00:01<01:06, 123.31it/s]
    Epoch 3:  76%|███████▌  | 25476/33666 [15:36<05:01, 27.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 227/8416 [00:01<01:06, 123.33it/s]
    Epoch 3:  76%|███████▌  | 25477/33666 [15:36<05:01, 27.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 228/8416 [00:01<01:06, 123.36it/s]
    Epoch 3:  76%|███████▌  | 25478/33666 [15:36<05:00, 27.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 229/8416 [00:01<01:06, 123.38it/s]
    Epoch 3:  76%|███████▌  | 25479/33666 [15:36<05:00, 27.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 230/8416 [00:01<01:06, 123.40it/s]
    Epoch 3:  76%|███████▌  | 25480/33666 [15:36<05:00, 27.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 231/8416 [00:01<01:06, 123.42it/s]
    Epoch 3:  76%|███████▌  | 25481/33666 [15:36<05:00, 27.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 232/8416 [00:01<01:06, 123.45it/s]
    Epoch 3:  76%|███████▌  | 25482/33666 [15:36<05:00, 27.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 233/8416 [00:01<01:06, 123.46it/s]
    Epoch 3:  76%|███████▌  | 25483/33666 [15:36<05:00, 27.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 234/8416 [00:01<01:06, 123.48it/s]
    Epoch 3:  76%|███████▌  | 25484/33666 [15:36<05:00, 27.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 235/8416 [00:01<01:06, 123.50it/s]
    Epoch 3:  76%|███████▌  | 25485/33666 [15:36<05:00, 27.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 236/8416 [00:01<01:06, 123.51it/s]
    Epoch 3:  76%|███████▌  | 25486/33666 [15:36<05:00, 27.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 237/8416 [00:01<01:06, 123.53it/s]
    Epoch 3:  76%|███████▌  | 25487/33666 [15:36<05:00, 27.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 238/8416 [00:01<01:06, 123.55it/s]
    Epoch 3:  76%|███████▌  | 25488/33666 [15:36<05:00, 27.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 239/8416 [00:01<01:06, 123.57it/s]
    Epoch 3:  76%|███████▌  | 25489/33666 [15:36<05:00, 27.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 240/8416 [00:01<01:06, 123.59it/s]
    Epoch 3:  76%|███████▌  | 25490/33666 [15:36<05:00, 27.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 241/8416 [00:01<01:06, 123.60it/s]
    Epoch 3:  76%|███████▌  | 25491/33666 [15:36<05:00, 27.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 242/8416 [00:01<01:06, 123.61it/s]
    Epoch 3:  76%|███████▌  | 25492/33666 [15:36<05:00, 27.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 243/8416 [00:01<01:06, 123.63it/s]
    Epoch 3:  76%|███████▌  | 25493/33666 [15:36<05:00, 27.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 244/8416 [00:01<01:06, 123.65it/s]
    Epoch 3:  76%|███████▌  | 25494/33666 [15:36<05:00, 27.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 245/8416 [00:01<01:06, 123.66it/s]
    Epoch 3:  76%|███████▌  | 25495/33666 [15:36<05:00, 27.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 246/8416 [00:01<01:06, 123.66it/s]
    Epoch 3:  76%|███████▌  | 25496/33666 [15:36<05:00, 27.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 247/8416 [00:01<01:06, 123.68it/s]
    Epoch 3:  76%|███████▌  | 25497/33666 [15:36<05:00, 27.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 248/8416 [00:02<01:06, 123.70it/s]
    Epoch 3:  76%|███████▌  | 25498/33666 [15:36<05:00, 27.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 249/8416 [00:02<01:06, 123.71it/s]
    Epoch 3:  76%|███████▌  | 25499/33666 [15:36<05:00, 27.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 250/8416 [00:02<01:06, 123.72it/s]
    Epoch 3:  76%|███████▌  | 25500/33666 [15:36<04:59, 27.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 251/8416 [00:02<01:05, 123.74it/s]
    Epoch 3:  76%|███████▌  | 25501/33666 [15:36<04:59, 27.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 252/8416 [00:02<01:05, 123.76it/s]
    Epoch 3:  76%|███████▌  | 25502/33666 [15:36<04:59, 27.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 253/8416 [00:02<01:06, 123.52it/s]
    Epoch 3:  76%|███████▌  | 25503/33666 [15:36<04:59, 27.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 254/8416 [00:02<01:06, 123.53it/s]
    Epoch 3:  76%|███████▌  | 25504/33666 [15:36<04:59, 27.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 255/8416 [00:02<01:06, 123.54it/s]
    Epoch 3:  76%|███████▌  | 25505/33666 [15:36<04:59, 27.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 256/8416 [00:02<01:06, 123.50it/s]
    Epoch 3:  76%|███████▌  | 25506/33666 [15:36<04:59, 27.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 257/8416 [00:02<01:06, 123.51it/s]
    Epoch 3:  76%|███████▌  | 25507/33666 [15:36<04:59, 27.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 258/8416 [00:02<01:06, 123.52it/s]
    Epoch 3:  76%|███████▌  | 25508/33666 [15:36<04:59, 27.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 259/8416 [00:02<01:06, 123.53it/s]
    Epoch 3:  76%|███████▌  | 25509/33666 [15:36<04:59, 27.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 260/8416 [00:02<01:06, 123.54it/s]
    Epoch 3:  76%|███████▌  | 25510/33666 [15:36<04:59, 27.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 261/8416 [00:02<01:06, 123.55it/s]
    Epoch 3:  76%|███████▌  | 25511/33666 [15:36<04:59, 27.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 262/8416 [00:02<01:05, 123.56it/s]
    Epoch 3:  76%|███████▌  | 25512/33666 [15:36<04:59, 27.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 263/8416 [00:02<01:05, 123.57it/s]
    Epoch 3:  76%|███████▌  | 25513/33666 [15:36<04:59, 27.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 264/8416 [00:02<01:05, 123.58it/s]
    Epoch 3:  76%|███████▌  | 25514/33666 [15:36<04:59, 27.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 265/8416 [00:02<01:05, 123.59it/s]
    Epoch 3:  76%|███████▌  | 25515/33666 [15:36<04:59, 27.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 266/8416 [00:02<01:05, 123.60it/s]
    Epoch 3:  76%|███████▌  | 25516/33666 [15:36<04:59, 27.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 267/8416 [00:02<01:05, 123.61it/s]
    Epoch 3:  76%|███████▌  | 25517/33666 [15:36<04:59, 27.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 268/8416 [00:02<01:05, 123.62it/s]
    Epoch 3:  76%|███████▌  | 25518/33666 [15:36<04:59, 27.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 269/8416 [00:02<01:05, 123.63it/s]
    Epoch 3:  76%|███████▌  | 25519/33666 [15:36<04:59, 27.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 270/8416 [00:02<01:05, 123.64it/s]
    Epoch 3:  76%|███████▌  | 25520/33666 [15:36<04:59, 27.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 271/8416 [00:02<01:05, 123.65it/s]
    Epoch 3:  76%|███████▌  | 25521/33666 [15:36<04:58, 27.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 272/8416 [00:02<01:05, 123.66it/s]
    Epoch 3:  76%|███████▌  | 25522/33666 [15:36<04:58, 27.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 273/8416 [00:02<01:05, 123.67it/s]
    Epoch 3:  76%|███████▌  | 25523/33666 [15:36<04:58, 27.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 274/8416 [00:02<01:05, 123.68it/s]
    Epoch 3:  76%|███████▌  | 25524/33666 [15:36<04:58, 27.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 275/8416 [00:02<01:05, 123.69it/s]
    Epoch 3:  76%|███████▌  | 25525/33666 [15:36<04:58, 27.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 276/8416 [00:02<01:05, 123.70it/s]
    Epoch 3:  76%|███████▌  | 25526/33666 [15:36<04:58, 27.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 277/8416 [00:02<01:05, 123.71it/s]
    Epoch 3:  76%|███████▌  | 25527/33666 [15:36<04:58, 27.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 278/8416 [00:02<01:05, 123.72it/s]
    Epoch 3:  76%|███████▌  | 25528/33666 [15:36<04:58, 27.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 279/8416 [00:02<01:05, 123.73it/s]
    Epoch 3:  76%|███████▌  | 25529/33666 [15:36<04:58, 27.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 280/8416 [00:02<01:05, 123.58it/s]
    Epoch 3:  76%|███████▌  | 25530/33666 [15:36<04:58, 27.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 281/8416 [00:02<01:05, 123.26it/s]
    Epoch 3:  76%|███████▌  | 25531/33666 [15:36<04:58, 27.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 282/8416 [00:02<01:05, 123.27it/s]
    Epoch 3:  76%|███████▌  | 25532/33666 [15:36<04:58, 27.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 283/8416 [00:02<01:05, 123.29it/s]
    Epoch 3:  76%|███████▌  | 25533/33666 [15:36<04:58, 27.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 284/8416 [00:02<01:05, 123.31it/s]
    Epoch 3:  76%|███████▌  | 25534/33666 [15:36<04:58, 27.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 285/8416 [00:02<01:05, 123.32it/s]
    Epoch 3:  76%|███████▌  | 25535/33666 [15:36<04:58, 27.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 286/8416 [00:02<01:05, 123.34it/s]
    Epoch 3:  76%|███████▌  | 25536/33666 [15:36<04:58, 27.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 287/8416 [00:02<01:05, 123.35it/s]
    Epoch 3:  76%|███████▌  | 25537/33666 [15:36<04:58, 27.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 288/8416 [00:02<01:05, 123.37it/s]
    Epoch 3:  76%|███████▌  | 25538/33666 [15:36<04:58, 27.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 289/8416 [00:02<01:05, 123.38it/s]
    Epoch 3:  76%|███████▌  | 25539/33666 [15:36<04:58, 27.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 290/8416 [00:02<01:05, 123.39it/s]
    Epoch 3:  76%|███████▌  | 25540/33666 [15:37<04:58, 27.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 291/8416 [00:02<01:05, 123.40it/s]
    Epoch 3:  76%|███████▌  | 25541/33666 [15:37<04:58, 27.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 292/8416 [00:02<01:05, 123.42it/s]
    Epoch 3:  76%|███████▌  | 25542/33666 [15:37<04:58, 27.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 293/8416 [00:02<01:05, 123.43it/s]
    Epoch 3:  76%|███████▌  | 25543/33666 [15:37<04:57, 27.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   3%|▎         | 294/8416 [00:02<01:05, 123.45it/s]
    Epoch 3:  76%|███████▌  | 25544/33666 [15:37<04:57, 27.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▎         | 295/8416 [00:02<01:05, 123.46it/s]
    Epoch 3:  76%|███████▌  | 25545/33666 [15:37<04:57, 27.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▎         | 296/8416 [00:02<01:05, 123.48it/s]
    Epoch 3:  76%|███████▌  | 25546/33666 [15:37<04:57, 27.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▎         | 297/8416 [00:02<01:05, 123.49it/s]
    Epoch 3:  76%|███████▌  | 25547/33666 [15:37<04:57, 27.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▎         | 298/8416 [00:02<01:05, 123.50it/s]
    Epoch 3:  76%|███████▌  | 25548/33666 [15:37<04:57, 27.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▎         | 299/8416 [00:02<01:05, 123.51it/s]
    Epoch 3:  76%|███████▌  | 25549/33666 [15:37<04:57, 27.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▎         | 300/8416 [00:02<01:05, 123.53it/s]
    Epoch 3:  76%|███████▌  | 25550/33666 [15:37<04:57, 27.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▎         | 301/8416 [00:02<01:05, 123.54it/s]
    Epoch 3:  76%|███████▌  | 25551/33666 [15:37<04:57, 27.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▎         | 302/8416 [00:02<01:05, 123.56it/s]
    Epoch 3:  76%|███████▌  | 25552/33666 [15:37<04:57, 27.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▎         | 303/8416 [00:02<01:05, 123.57it/s]
    Epoch 3:  76%|███████▌  | 25553/33666 [15:37<04:57, 27.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▎         | 304/8416 [00:02<01:05, 123.59it/s]
    Epoch 3:  76%|███████▌  | 25554/33666 [15:37<04:57, 27.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▎         | 305/8416 [00:02<01:05, 123.60it/s]
    Epoch 3:  76%|███████▌  | 25555/33666 [15:37<04:57, 27.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▎         | 306/8416 [00:02<01:05, 123.61it/s]
    Epoch 3:  76%|███████▌  | 25556/33666 [15:37<04:57, 27.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▎         | 307/8416 [00:02<01:05, 123.62it/s]
    Epoch 3:  76%|███████▌  | 25557/33666 [15:37<04:57, 27.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▎         | 308/8416 [00:02<01:05, 123.63it/s]
    Epoch 3:  76%|███████▌  | 25558/33666 [15:37<04:57, 27.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▎         | 309/8416 [00:02<01:05, 123.65it/s]
    Epoch 3:  76%|███████▌  | 25559/33666 [15:37<04:57, 27.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▎         | 310/8416 [00:02<01:05, 123.66it/s]
    Epoch 3:  76%|███████▌  | 25560/33666 [15:37<04:57, 27.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▎         | 311/8416 [00:02<01:05, 123.68it/s]
    Epoch 3:  76%|███████▌  | 25561/33666 [15:37<04:57, 27.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▎         | 312/8416 [00:02<01:05, 123.69it/s]
    Epoch 3:  76%|███████▌  | 25562/33666 [15:37<04:57, 27.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▎         | 313/8416 [00:02<01:05, 123.70it/s]
    Epoch 3:  76%|███████▌  | 25563/33666 [15:37<04:57, 27.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▎         | 314/8416 [00:02<01:05, 123.71it/s]
    Epoch 3:  76%|███████▌  | 25564/33666 [15:37<04:57, 27.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▎         | 315/8416 [00:02<01:05, 123.73it/s]
    Epoch 3:  76%|███████▌  | 25565/33666 [15:37<04:56, 27.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 316/8416 [00:02<01:05, 123.74it/s]
    Epoch 3:  76%|███████▌  | 25566/33666 [15:37<04:56, 27.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 317/8416 [00:02<01:05, 123.75it/s]
    Epoch 3:  76%|███████▌  | 25567/33666 [15:37<04:56, 27.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 318/8416 [00:02<01:05, 123.77it/s]
    Epoch 3:  76%|███████▌  | 25568/33666 [15:37<04:56, 27.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 319/8416 [00:02<01:05, 123.78it/s]
    Epoch 3:  76%|███████▌  | 25569/33666 [15:37<04:56, 27.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 320/8416 [00:02<01:05, 123.75it/s]
    Epoch 3:  76%|███████▌  | 25570/33666 [15:37<04:56, 27.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 321/8416 [00:02<01:05, 123.77it/s]
    Epoch 3:  76%|███████▌  | 25571/33666 [15:37<04:56, 27.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 322/8416 [00:02<01:05, 123.78it/s]
    Epoch 3:  76%|███████▌  | 25572/33666 [15:37<04:56, 27.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 323/8416 [00:02<01:05, 123.79it/s]
    Epoch 3:  76%|███████▌  | 25573/33666 [15:37<04:56, 27.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 324/8416 [00:02<01:05, 123.81it/s]
    Epoch 3:  76%|███████▌  | 25574/33666 [15:37<04:56, 27.29it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 325/8416 [00:02<01:05, 123.82it/s]
    Epoch 3:  76%|███████▌  | 25575/33666 [15:37<04:56, 27.29it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 326/8416 [00:02<01:05, 123.83it/s]
    Epoch 3:  76%|███████▌  | 25576/33666 [15:37<04:56, 27.29it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 327/8416 [00:02<01:05, 123.85it/s]
    Epoch 3:  76%|███████▌  | 25577/33666 [15:37<04:56, 27.29it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 328/8416 [00:02<01:05, 123.86it/s]
    Epoch 3:  76%|███████▌  | 25578/33666 [15:37<04:56, 27.29it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 329/8416 [00:02<01:05, 123.88it/s]
    Epoch 3:  76%|███████▌  | 25579/33666 [15:37<04:56, 27.29it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 330/8416 [00:02<01:05, 123.89it/s]
    Epoch 3:  76%|███████▌  | 25580/33666 [15:37<04:56, 27.29it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 331/8416 [00:02<01:05, 123.90it/s]
    Epoch 3:  76%|███████▌  | 25581/33666 [15:37<04:56, 27.29it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 332/8416 [00:02<01:05, 123.91it/s]
    Epoch 3:  76%|███████▌  | 25582/33666 [15:37<04:56, 27.29it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 333/8416 [00:02<01:05, 123.93it/s]
    Epoch 3:  76%|███████▌  | 25583/33666 [15:37<04:56, 27.29it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 334/8416 [00:02<01:05, 123.94it/s]
    Epoch 3:  76%|███████▌  | 25584/33666 [15:37<04:56, 27.29it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 335/8416 [00:02<01:05, 123.95it/s]
    Epoch 3:  76%|███████▌  | 25585/33666 [15:37<04:56, 27.29it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 336/8416 [00:02<01:05, 123.97it/s]
    Epoch 3:  76%|███████▌  | 25586/33666 [15:37<04:56, 27.30it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 337/8416 [00:02<01:05, 123.98it/s]
    Epoch 3:  76%|███████▌  | 25587/33666 [15:37<04:55, 27.30it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 338/8416 [00:02<01:05, 123.99it/s]
    Epoch 3:  76%|███████▌  | 25588/33666 [15:37<04:55, 27.30it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 339/8416 [00:02<01:05, 124.00it/s]
    Epoch 3:  76%|███████▌  | 25589/33666 [15:37<04:55, 27.30it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 340/8416 [00:02<01:05, 124.01it/s]
    Epoch 3:  76%|███████▌  | 25590/33666 [15:37<04:55, 27.30it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 341/8416 [00:02<01:05, 124.02it/s]
    Epoch 3:  76%|███████▌  | 25591/33666 [15:37<04:55, 27.30it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 342/8416 [00:02<01:05, 124.03it/s]
    Epoch 3:  76%|███████▌  | 25592/33666 [15:37<04:55, 27.30it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 343/8416 [00:02<01:05, 124.05it/s]
    Epoch 3:  76%|███████▌  | 25593/33666 [15:37<04:55, 27.30it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 344/8416 [00:02<01:05, 124.06it/s]
    Epoch 3:  76%|███████▌  | 25594/33666 [15:37<04:55, 27.30it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 345/8416 [00:02<01:05, 124.07it/s]
    Epoch 3:  76%|███████▌  | 25595/33666 [15:37<04:55, 27.30it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 346/8416 [00:02<01:05, 124.08it/s]
    Epoch 3:  76%|███████▌  | 25596/33666 [15:37<04:55, 27.30it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 347/8416 [00:02<01:05, 124.09it/s]
    Epoch 3:  76%|███████▌  | 25597/33666 [15:37<04:55, 27.30it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 348/8416 [00:02<01:05, 124.10it/s]
    Epoch 3:  76%|███████▌  | 25598/33666 [15:37<04:55, 27.31it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 349/8416 [00:02<01:05, 123.93it/s]
    Epoch 3:  76%|███████▌  | 25599/33666 [15:37<04:55, 27.31it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 350/8416 [00:02<01:05, 123.94it/s]
    Epoch 3:  76%|███████▌  | 25600/33666 [15:37<04:55, 27.31it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 351/8416 [00:02<01:05, 123.95it/s]
    Epoch 3:  76%|███████▌  | 25601/33666 [15:37<04:55, 27.31it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 352/8416 [00:02<01:05, 123.97it/s]
    Epoch 3:  76%|███████▌  | 25602/33666 [15:37<04:55, 27.31it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 353/8416 [00:02<01:05, 123.98it/s]
    Epoch 3:  76%|███████▌  | 25603/33666 [15:37<04:55, 27.31it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 354/8416 [00:02<01:05, 123.99it/s]
    Epoch 3:  76%|███████▌  | 25604/33666 [15:37<04:55, 27.31it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 355/8416 [00:02<01:05, 124.00it/s]
    Epoch 3:  76%|███████▌  | 25605/33666 [15:37<04:55, 27.31it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 356/8416 [00:02<01:04, 124.01it/s]
    Epoch 3:  76%|███████▌  | 25606/33666 [15:37<04:55, 27.31it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 357/8416 [00:02<01:04, 124.01it/s]
    Epoch 3:  76%|███████▌  | 25607/33666 [15:37<04:55, 27.31it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 358/8416 [00:02<01:04, 124.02it/s]
    Epoch 3:  76%|███████▌  | 25608/33666 [15:37<04:55, 27.31it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 359/8416 [00:02<01:04, 124.04it/s]
    Epoch 3:  76%|███████▌  | 25609/33666 [15:37<04:54, 27.31it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 360/8416 [00:02<01:04, 124.05it/s]
    Epoch 3:  76%|███████▌  | 25610/33666 [15:37<04:54, 27.32it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 361/8416 [00:02<01:04, 124.05it/s]
    Epoch 3:  76%|███████▌  | 25611/33666 [15:37<04:54, 27.32it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 362/8416 [00:02<01:04, 124.06it/s]
    Epoch 3:  76%|███████▌  | 25612/33666 [15:37<04:54, 27.32it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 363/8416 [00:02<01:04, 124.07it/s]
    Epoch 3:  76%|███████▌  | 25613/33666 [15:37<04:54, 27.32it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 364/8416 [00:02<01:04, 124.08it/s]
    Epoch 3:  76%|███████▌  | 25614/33666 [15:37<04:54, 27.32it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 365/8416 [00:02<01:04, 124.09it/s]
    Epoch 3:  76%|███████▌  | 25615/33666 [15:37<04:54, 27.32it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 366/8416 [00:02<01:04, 124.10it/s]
    Epoch 3:  76%|███████▌  | 25616/33666 [15:37<04:54, 27.32it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 367/8416 [00:02<01:04, 124.11it/s]
    Epoch 3:  76%|███████▌  | 25617/33666 [15:37<04:54, 27.32it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 368/8416 [00:02<01:04, 124.12it/s]
    Epoch 3:  76%|███████▌  | 25618/33666 [15:37<04:54, 27.32it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 369/8416 [00:02<01:04, 124.13it/s]
    Epoch 3:  76%|███████▌  | 25619/33666 [15:37<04:54, 27.32it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 370/8416 [00:02<01:04, 124.14it/s]
    Epoch 3:  76%|███████▌  | 25620/33666 [15:37<04:54, 27.32it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 371/8416 [00:02<01:04, 124.15it/s]
    Epoch 3:  76%|███████▌  | 25621/33666 [15:37<04:54, 27.32it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 372/8416 [00:02<01:04, 124.16it/s]
    Epoch 3:  76%|███████▌  | 25622/33666 [15:37<04:54, 27.33it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 373/8416 [00:03<01:04, 124.17it/s]
    Epoch 3:  76%|███████▌  | 25623/33666 [15:37<04:54, 27.33it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 374/8416 [00:03<01:04, 124.18it/s]
    Epoch 3:  76%|███████▌  | 25624/33666 [15:37<04:54, 27.33it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 375/8416 [00:03<01:04, 124.18it/s]
    Epoch 3:  76%|███████▌  | 25625/33666 [15:37<04:54, 27.33it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 376/8416 [00:03<01:04, 124.20it/s]
    Epoch 3:  76%|███████▌  | 25626/33666 [15:37<04:54, 27.33it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 377/8416 [00:03<01:04, 124.20it/s]
    Epoch 3:  76%|███████▌  | 25627/33666 [15:37<04:54, 27.33it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   4%|▍         | 378/8416 [00:03<01:04, 124.21it/s]
    Epoch 3:  76%|███████▌  | 25628/33666 [15:37<04:54, 27.33it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▍         | 379/8416 [00:03<01:04, 124.22it/s]
    Epoch 3:  76%|███████▌  | 25629/33666 [15:37<04:54, 27.33it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▍         | 380/8416 [00:03<01:04, 124.22it/s]
    Epoch 3:  76%|███████▌  | 25630/33666 [15:37<04:54, 27.33it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▍         | 381/8416 [00:03<01:04, 124.23it/s]
    Epoch 3:  76%|███████▌  | 25631/33666 [15:37<04:53, 27.33it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▍         | 382/8416 [00:03<01:04, 124.24it/s]
    Epoch 3:  76%|███████▌  | 25632/33666 [15:37<04:53, 27.33it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▍         | 383/8416 [00:03<01:04, 124.25it/s]
    Epoch 3:  76%|███████▌  | 25633/33666 [15:37<04:53, 27.33it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▍         | 384/8416 [00:03<01:04, 124.23it/s]
    Epoch 3:  76%|███████▌  | 25634/33666 [15:37<04:53, 27.34it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▍         | 385/8416 [00:03<01:04, 124.22it/s]
    Epoch 3:  76%|███████▌  | 25635/33666 [15:37<04:53, 27.34it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▍         | 386/8416 [00:03<01:04, 124.23it/s]
    Epoch 3:  76%|███████▌  | 25636/33666 [15:37<04:53, 27.34it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▍         | 387/8416 [00:03<01:04, 124.24it/s]
    Epoch 3:  76%|███████▌  | 25637/33666 [15:37<04:53, 27.34it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▍         | 388/8416 [00:03<01:04, 124.25it/s]
    Epoch 3:  76%|███████▌  | 25638/33666 [15:37<04:53, 27.34it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▍         | 389/8416 [00:03<01:04, 124.26it/s]
    Epoch 3:  76%|███████▌  | 25639/33666 [15:37<04:53, 27.34it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▍         | 390/8416 [00:03<01:04, 124.27it/s]
    Epoch 3:  76%|███████▌  | 25640/33666 [15:37<04:53, 27.34it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▍         | 391/8416 [00:03<01:04, 124.28it/s]
    Epoch 3:  76%|███████▌  | 25641/33666 [15:37<04:53, 27.34it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▍         | 392/8416 [00:03<01:04, 124.29it/s]
    Epoch 3:  76%|███████▌  | 25642/33666 [15:37<04:53, 27.34it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▍         | 393/8416 [00:03<01:04, 124.29it/s]
    Epoch 3:  76%|███████▌  | 25643/33666 [15:37<04:53, 27.34it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▍         | 394/8416 [00:03<01:04, 124.30it/s]
    Epoch 3:  76%|███████▌  | 25644/33666 [15:37<04:53, 27.34it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▍         | 395/8416 [00:03<01:04, 124.31it/s]
    Epoch 3:  76%|███████▌  | 25645/33666 [15:37<04:53, 27.34it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▍         | 396/8416 [00:03<01:04, 124.32it/s]
    Epoch 3:  76%|███████▌  | 25646/33666 [15:37<04:53, 27.35it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▍         | 397/8416 [00:03<01:04, 124.33it/s]
    Epoch 3:  76%|███████▌  | 25647/33666 [15:37<04:53, 27.35it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▍         | 398/8416 [00:03<01:04, 124.34it/s]
    Epoch 3:  76%|███████▌  | 25648/33666 [15:37<04:53, 27.35it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▍         | 399/8416 [00:03<01:04, 124.35it/s]
    Epoch 3:  76%|███████▌  | 25649/33666 [15:37<04:53, 27.35it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▍         | 400/8416 [00:03<01:04, 124.35it/s]
    Epoch 3:  76%|███████▌  | 25650/33666 [15:37<04:53, 27.35it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▍         | 401/8416 [00:03<01:04, 124.36it/s]
    Epoch 3:  76%|███████▌  | 25651/33666 [15:37<04:53, 27.35it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▍         | 402/8416 [00:03<01:04, 124.37it/s]
    Epoch 3:  76%|███████▌  | 25652/33666 [15:37<04:53, 27.35it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▍         | 403/8416 [00:03<01:04, 124.38it/s]
    Epoch 3:  76%|███████▌  | 25653/33666 [15:37<04:52, 27.35it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▍         | 404/8416 [00:03<01:04, 124.39it/s]
    Epoch 3:  76%|███████▌  | 25654/33666 [15:37<04:52, 27.35it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▍         | 405/8416 [00:03<01:04, 124.39it/s]
    Epoch 3:  76%|███████▌  | 25655/33666 [15:37<04:52, 27.35it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▍         | 406/8416 [00:03<01:04, 124.40it/s]
    Epoch 3:  76%|███████▌  | 25656/33666 [15:37<04:52, 27.35it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▍         | 407/8416 [00:03<01:04, 124.41it/s]
    Epoch 3:  76%|███████▌  | 25657/33666 [15:37<04:52, 27.35it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▍         | 408/8416 [00:03<01:04, 124.42it/s]
    Epoch 3:  76%|███████▌  | 25658/33666 [15:37<04:52, 27.36it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▍         | 409/8416 [00:03<01:04, 124.42it/s]
    Epoch 3:  76%|███████▌  | 25659/33666 [15:37<04:52, 27.36it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▍         | 410/8416 [00:03<01:04, 124.43it/s]
    Epoch 3:  76%|███████▌  | 25660/33666 [15:37<04:52, 27.36it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▍         | 411/8416 [00:03<01:04, 124.44it/s]
    Epoch 3:  76%|███████▌  | 25661/33666 [15:37<04:52, 27.36it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▍         | 412/8416 [00:03<01:04, 124.44it/s]
    Epoch 3:  76%|███████▌  | 25662/33666 [15:37<04:52, 27.36it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▍         | 413/8416 [00:03<01:04, 124.45it/s]
    Epoch 3:  76%|███████▌  | 25663/33666 [15:37<04:52, 27.36it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▍         | 414/8416 [00:03<01:04, 124.46it/s]
    Epoch 3:  76%|███████▌  | 25664/33666 [15:37<04:52, 27.36it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▍         | 415/8416 [00:03<01:04, 124.47it/s]
    Epoch 3:  76%|███████▌  | 25665/33666 [15:37<04:52, 27.36it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▍         | 416/8416 [00:03<01:04, 124.47it/s]
    Epoch 3:  76%|███████▌  | 25666/33666 [15:37<04:52, 27.36it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▍         | 417/8416 [00:03<01:04, 124.48it/s]
    Epoch 3:  76%|███████▌  | 25667/33666 [15:38<04:52, 27.36it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▍         | 418/8416 [00:03<01:04, 124.49it/s]
    Epoch 3:  76%|███████▌  | 25668/33666 [15:38<04:52, 27.36it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▍         | 419/8416 [00:03<01:04, 124.49it/s]
    Epoch 3:  76%|███████▌  | 25669/33666 [15:38<04:52, 27.37it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▍         | 420/8416 [00:03<01:04, 124.50it/s]
    Epoch 3:  76%|███████▌  | 25670/33666 [15:38<04:52, 27.37it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▌         | 421/8416 [00:03<01:04, 124.51it/s]
    Epoch 3:  76%|███████▋  | 25671/33666 [15:38<04:52, 27.37it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▌         | 422/8416 [00:03<01:04, 124.51it/s]
    Epoch 3:  76%|███████▋  | 25672/33666 [15:38<04:52, 27.37it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▌         | 423/8416 [00:03<01:04, 124.52it/s]
    Epoch 3:  76%|███████▋  | 25673/33666 [15:38<04:52, 27.37it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▌         | 424/8416 [00:03<01:04, 124.53it/s]
    Epoch 3:  76%|███████▋  | 25674/33666 [15:38<04:52, 27.37it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▌         | 425/8416 [00:03<01:04, 124.54it/s]
    Epoch 3:  76%|███████▋  | 25675/33666 [15:38<04:51, 27.37it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▌         | 426/8416 [00:03<01:04, 124.54it/s]
    Epoch 3:  76%|███████▋  | 25676/33666 [15:38<04:51, 27.37it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▌         | 427/8416 [00:03<01:04, 124.55it/s]
    Epoch 3:  76%|███████▋  | 25677/33666 [15:38<04:51, 27.37it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▌         | 428/8416 [00:03<01:04, 124.56it/s]
    Epoch 3:  76%|███████▋  | 25678/33666 [15:38<04:51, 27.37it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▌         | 429/8416 [00:03<01:04, 124.56it/s]
    Epoch 3:  76%|███████▋  | 25679/33666 [15:38<04:51, 27.37it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▌         | 430/8416 [00:03<01:04, 124.57it/s]
    Epoch 3:  76%|███████▋  | 25680/33666 [15:38<04:51, 27.37it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▌         | 431/8416 [00:03<01:04, 124.58it/s]
    Epoch 3:  76%|███████▋  | 25681/33666 [15:38<04:51, 27.38it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▌         | 432/8416 [00:03<01:04, 124.59it/s]
    Epoch 3:  76%|███████▋  | 25682/33666 [15:38<04:51, 27.38it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▌         | 433/8416 [00:03<01:04, 124.59it/s]
    Epoch 3:  76%|███████▋  | 25683/33666 [15:38<04:51, 27.38it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▌         | 434/8416 [00:03<01:04, 124.59it/s]
    Epoch 3:  76%|███████▋  | 25684/33666 [15:38<04:51, 27.38it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▌         | 435/8416 [00:03<01:04, 124.60it/s]
    Epoch 3:  76%|███████▋  | 25685/33666 [15:38<04:51, 27.38it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▌         | 436/8416 [00:03<01:04, 124.61it/s]
    Epoch 3:  76%|███████▋  | 25686/33666 [15:38<04:51, 27.38it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▌         | 437/8416 [00:03<01:04, 124.61it/s]
    Epoch 3:  76%|███████▋  | 25687/33666 [15:38<04:51, 27.38it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▌         | 438/8416 [00:03<01:04, 124.62it/s]
    Epoch 3:  76%|███████▋  | 25688/33666 [15:38<04:51, 27.38it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▌         | 439/8416 [00:03<01:04, 124.62it/s]
    Epoch 3:  76%|███████▋  | 25689/33666 [15:38<04:51, 27.38it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▌         | 440/8416 [00:03<01:03, 124.63it/s]
    Epoch 3:  76%|███████▋  | 25690/33666 [15:38<04:51, 27.38it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▌         | 441/8416 [00:03<01:03, 124.64it/s]
    Epoch 3:  76%|███████▋  | 25691/33666 [15:38<04:51, 27.38it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▌         | 442/8416 [00:03<01:03, 124.64it/s]
    Epoch 3:  76%|███████▋  | 25692/33666 [15:38<04:51, 27.38it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▌         | 443/8416 [00:03<01:03, 124.65it/s]
    Epoch 3:  76%|███████▋  | 25693/33666 [15:38<04:51, 27.39it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▌         | 444/8416 [00:03<01:03, 124.65it/s]
    Epoch 3:  76%|███████▋  | 25694/33666 [15:38<04:51, 27.39it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▌         | 445/8416 [00:03<01:03, 124.66it/s]
    Epoch 3:  76%|███████▋  | 25695/33666 [15:38<04:51, 27.39it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▌         | 446/8416 [00:03<01:03, 124.67it/s]
    Epoch 3:  76%|███████▋  | 25696/33666 [15:38<04:51, 27.39it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▌         | 447/8416 [00:03<01:03, 124.67it/s]
    Epoch 3:  76%|███████▋  | 25697/33666 [15:38<04:50, 27.39it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▌         | 448/8416 [00:03<01:03, 124.65it/s]
    Epoch 3:  76%|███████▋  | 25698/33666 [15:38<04:50, 27.39it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▌         | 449/8416 [00:03<01:03, 124.66it/s]
    Epoch 3:  76%|███████▋  | 25699/33666 [15:38<04:50, 27.39it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▌         | 450/8416 [00:03<01:03, 124.66it/s]
    Epoch 3:  76%|███████▋  | 25700/33666 [15:38<04:50, 27.39it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▌         | 451/8416 [00:03<01:03, 124.67it/s]
    Epoch 3:  76%|███████▋  | 25701/33666 [15:38<04:50, 27.39it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▌         | 452/8416 [00:03<01:03, 124.67it/s]
    Epoch 3:  76%|███████▋  | 25702/33666 [15:38<04:50, 27.39it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▌         | 453/8416 [00:03<01:03, 124.68it/s]
    Epoch 3:  76%|███████▋  | 25703/33666 [15:38<04:50, 27.39it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▌         | 454/8416 [00:03<01:03, 124.68it/s]
    Epoch 3:  76%|███████▋  | 25704/33666 [15:38<04:50, 27.39it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▌         | 455/8416 [00:03<01:03, 124.69it/s]
    Epoch 3:  76%|███████▋  | 25705/33666 [15:38<04:50, 27.40it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▌         | 456/8416 [00:03<01:03, 124.70it/s]
    Epoch 3:  76%|███████▋  | 25706/33666 [15:38<04:50, 27.40it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▌         | 457/8416 [00:03<01:03, 124.70it/s]
    Epoch 3:  76%|███████▋  | 25707/33666 [15:38<04:50, 27.40it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▌         | 458/8416 [00:03<01:03, 124.71it/s]
    Epoch 3:  76%|███████▋  | 25708/33666 [15:38<04:50, 27.40it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▌         | 459/8416 [00:03<01:03, 124.72it/s]
    Epoch 3:  76%|███████▋  | 25709/33666 [15:38<04:50, 27.40it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▌         | 460/8416 [00:03<01:03, 124.72it/s]
    Epoch 3:  76%|███████▋  | 25710/33666 [15:38<04:50, 27.40it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▌         | 461/8416 [00:03<01:03, 124.73it/s]
    Epoch 3:  76%|███████▋  | 25711/33666 [15:38<04:50, 27.40it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   5%|▌         | 462/8416 [00:03<01:03, 124.74it/s]
    Epoch 3:  76%|███████▋  | 25712/33666 [15:38<04:50, 27.40it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 463/8416 [00:03<01:03, 124.75it/s]
    Epoch 3:  76%|███████▋  | 25713/33666 [15:38<04:50, 27.40it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 464/8416 [00:03<01:03, 124.75it/s]
    Epoch 3:  76%|███████▋  | 25714/33666 [15:38<04:50, 27.40it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 465/8416 [00:03<01:03, 124.76it/s]
    Epoch 3:  76%|███████▋  | 25715/33666 [15:38<04:50, 27.40it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 466/8416 [00:03<01:03, 124.76it/s]
    Epoch 3:  76%|███████▋  | 25716/33666 [15:38<04:50, 27.40it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 467/8416 [00:03<01:03, 124.77it/s]
    Epoch 3:  76%|███████▋  | 25717/33666 [15:38<04:50, 27.41it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 468/8416 [00:03<01:03, 124.78it/s]
    Epoch 3:  76%|███████▋  | 25718/33666 [15:38<04:50, 27.41it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 469/8416 [00:03<01:03, 124.78it/s]
    Epoch 3:  76%|███████▋  | 25719/33666 [15:38<04:49, 27.41it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 470/8416 [00:03<01:03, 124.79it/s]
    Epoch 3:  76%|███████▋  | 25720/33666 [15:38<04:49, 27.41it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 471/8416 [00:03<01:03, 124.79it/s]
    Epoch 3:  76%|███████▋  | 25721/33666 [15:38<04:49, 27.41it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 472/8416 [00:03<01:03, 124.80it/s]
    Epoch 3:  76%|███████▋  | 25722/33666 [15:38<04:49, 27.41it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 473/8416 [00:03<01:03, 124.80it/s]
    Epoch 3:  76%|███████▋  | 25723/33666 [15:38<04:49, 27.41it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 474/8416 [00:03<01:03, 124.80it/s]
    Epoch 3:  76%|███████▋  | 25724/33666 [15:38<04:49, 27.41it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 475/8416 [00:03<01:03, 124.81it/s]
    Epoch 3:  76%|███████▋  | 25725/33666 [15:38<04:49, 27.41it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 476/8416 [00:03<01:03, 124.81it/s]
    Epoch 3:  76%|███████▋  | 25726/33666 [15:38<04:49, 27.41it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 477/8416 [00:03<01:03, 124.82it/s]
    Epoch 3:  76%|███████▋  | 25727/33666 [15:38<04:49, 27.41it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 478/8416 [00:03<01:03, 124.82it/s]
    Epoch 3:  76%|███████▋  | 25728/33666 [15:38<04:49, 27.41it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 479/8416 [00:03<01:03, 124.83it/s]
    Epoch 3:  76%|███████▋  | 25729/33666 [15:38<04:49, 27.42it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 480/8416 [00:03<01:03, 124.83it/s]
    Epoch 3:  76%|███████▋  | 25730/33666 [15:38<04:49, 27.42it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 481/8416 [00:03<01:03, 124.84it/s]
    Epoch 3:  76%|███████▋  | 25731/33666 [15:38<04:49, 27.42it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 482/8416 [00:03<01:03, 124.84it/s]
    Epoch 3:  76%|███████▋  | 25732/33666 [15:38<04:49, 27.42it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 483/8416 [00:03<01:03, 124.84it/s]
    Epoch 3:  76%|███████▋  | 25733/33666 [15:38<04:49, 27.42it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 484/8416 [00:03<01:03, 124.85it/s]
    Epoch 3:  76%|███████▋  | 25734/33666 [15:38<04:49, 27.42it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 485/8416 [00:03<01:03, 124.85it/s]
    Epoch 3:  76%|███████▋  | 25735/33666 [15:38<04:49, 27.42it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 486/8416 [00:03<01:03, 124.86it/s]
    Epoch 3:  76%|███████▋  | 25736/33666 [15:38<04:49, 27.42it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 487/8416 [00:03<01:03, 124.87it/s]
    Epoch 3:  76%|███████▋  | 25737/33666 [15:38<04:49, 27.42it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 488/8416 [00:03<01:03, 124.87it/s]
    Epoch 3:  76%|███████▋  | 25738/33666 [15:38<04:49, 27.42it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 489/8416 [00:03<01:03, 124.87it/s]
    Epoch 3:  76%|███████▋  | 25739/33666 [15:38<04:49, 27.42it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 490/8416 [00:03<01:03, 124.88it/s]
    Epoch 3:  76%|███████▋  | 25740/33666 [15:38<04:49, 27.42it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 491/8416 [00:03<01:03, 124.88it/s]
    Epoch 3:  76%|███████▋  | 25741/33666 [15:38<04:48, 27.43it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 492/8416 [00:03<01:03, 124.89it/s]
    Epoch 3:  76%|███████▋  | 25742/33666 [15:38<04:48, 27.43it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 493/8416 [00:03<01:03, 124.89it/s]
    Epoch 3:  76%|███████▋  | 25743/33666 [15:38<04:48, 27.43it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 494/8416 [00:03<01:03, 124.90it/s]
    Epoch 3:  76%|███████▋  | 25744/33666 [15:38<04:48, 27.43it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 495/8416 [00:03<01:03, 124.90it/s]
    Epoch 3:  76%|███████▋  | 25745/33666 [15:38<04:48, 27.43it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 496/8416 [00:03<01:03, 124.91it/s]
    Epoch 3:  76%|███████▋  | 25746/33666 [15:38<04:48, 27.43it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 497/8416 [00:03<01:03, 124.91it/s]
    Epoch 3:  76%|███████▋  | 25747/33666 [15:38<04:48, 27.43it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 498/8416 [00:03<01:03, 124.91it/s]
    Epoch 3:  76%|███████▋  | 25748/33666 [15:38<04:48, 27.43it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 499/8416 [00:03<01:03, 124.92it/s]
    Epoch 3:  76%|███████▋  | 25749/33666 [15:38<04:48, 27.43it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 500/8416 [00:04<01:03, 124.92it/s]
    Epoch 3:  76%|███████▋  | 25750/33666 [15:38<04:48, 27.43it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 501/8416 [00:04<01:03, 124.93it/s]
    Epoch 3:  76%|███████▋  | 25751/33666 [15:38<04:48, 27.43it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 502/8416 [00:04<01:03, 124.93it/s]
    Epoch 3:  76%|███████▋  | 25752/33666 [15:38<04:48, 27.43it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 503/8416 [00:04<01:03, 124.94it/s]
    Epoch 3:  76%|███████▋  | 25753/33666 [15:38<04:48, 27.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 504/8416 [00:04<01:03, 124.94it/s]
    Epoch 3:  76%|███████▋  | 25754/33666 [15:38<04:48, 27.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 505/8416 [00:04<01:03, 124.95it/s]
    Epoch 3:  77%|███████▋  | 25755/33666 [15:38<04:48, 27.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 506/8416 [00:04<01:03, 124.95it/s]
    Epoch 3:  77%|███████▋  | 25756/33666 [15:38<04:48, 27.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 507/8416 [00:04<01:03, 124.95it/s]
    Epoch 3:  77%|███████▋  | 25757/33666 [15:38<04:48, 27.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 508/8416 [00:04<01:03, 124.96it/s]
    Epoch 3:  77%|███████▋  | 25758/33666 [15:38<04:48, 27.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 509/8416 [00:04<01:03, 124.96it/s]
    Epoch 3:  77%|███████▋  | 25759/33666 [15:38<04:48, 27.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 510/8416 [00:04<01:03, 124.97it/s]
    Epoch 3:  77%|███████▋  | 25760/33666 [15:38<04:48, 27.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 511/8416 [00:04<01:03, 124.97it/s]
    Epoch 3:  77%|███████▋  | 25761/33666 [15:38<04:48, 27.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 512/8416 [00:04<01:03, 124.95it/s]
    Epoch 3:  77%|███████▋  | 25762/33666 [15:38<04:48, 27.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 513/8416 [00:04<01:03, 124.96it/s]
    Epoch 3:  77%|███████▋  | 25763/33666 [15:38<04:47, 27.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 514/8416 [00:04<01:03, 124.96it/s]
    Epoch 3:  77%|███████▋  | 25764/33666 [15:38<04:47, 27.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 515/8416 [00:04<01:03, 124.96it/s]
    Epoch 3:  77%|███████▋  | 25765/33666 [15:38<04:47, 27.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 516/8416 [00:04<01:03, 124.97it/s]
    Epoch 3:  77%|███████▋  | 25766/33666 [15:38<04:47, 27.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 517/8416 [00:04<01:03, 124.98it/s]
    Epoch 3:  77%|███████▋  | 25767/33666 [15:38<04:47, 27.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 518/8416 [00:04<01:03, 124.98it/s]
    Epoch 3:  77%|███████▋  | 25768/33666 [15:38<04:47, 27.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 519/8416 [00:04<01:03, 124.99it/s]
    Epoch 3:  77%|███████▋  | 25769/33666 [15:38<04:47, 27.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 520/8416 [00:04<01:03, 124.99it/s]
    Epoch 3:  77%|███████▋  | 25770/33666 [15:38<04:47, 27.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 521/8416 [00:04<01:03, 125.00it/s]
    Epoch 3:  77%|███████▋  | 25771/33666 [15:38<04:47, 27.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 522/8416 [00:04<01:03, 125.00it/s]
    Epoch 3:  77%|███████▋  | 25772/33666 [15:38<04:47, 27.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 523/8416 [00:04<01:03, 125.01it/s]
    Epoch 3:  77%|███████▋  | 25773/33666 [15:38<04:47, 27.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 524/8416 [00:04<01:03, 125.01it/s]
    Epoch 3:  77%|███████▋  | 25774/33666 [15:38<04:47, 27.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▌         | 525/8416 [00:04<01:03, 125.02it/s]
    Epoch 3:  77%|███████▋  | 25775/33666 [15:38<04:47, 27.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▋         | 526/8416 [00:04<01:03, 125.02it/s]
    Epoch 3:  77%|███████▋  | 25776/33666 [15:38<04:47, 27.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▋         | 527/8416 [00:04<01:03, 125.03it/s]
    Epoch 3:  77%|███████▋  | 25777/33666 [15:38<04:47, 27.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▋         | 528/8416 [00:04<01:03, 125.03it/s]
    Epoch 3:  77%|███████▋  | 25778/33666 [15:38<04:47, 27.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▋         | 529/8416 [00:04<01:03, 125.04it/s]
    Epoch 3:  77%|███████▋  | 25779/33666 [15:38<04:47, 27.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▋         | 530/8416 [00:04<01:03, 125.04it/s]
    Epoch 3:  77%|███████▋  | 25780/33666 [15:38<04:47, 27.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▋         | 531/8416 [00:04<01:03, 125.04it/s]
    Epoch 3:  77%|███████▋  | 25781/33666 [15:38<04:47, 27.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▋         | 532/8416 [00:04<01:03, 125.05it/s]
    Epoch 3:  77%|███████▋  | 25782/33666 [15:38<04:47, 27.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▋         | 533/8416 [00:04<01:03, 125.05it/s]
    Epoch 3:  77%|███████▋  | 25783/33666 [15:38<04:47, 27.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▋         | 534/8416 [00:04<01:03, 125.06it/s]
    Epoch 3:  77%|███████▋  | 25784/33666 [15:38<04:47, 27.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▋         | 535/8416 [00:04<01:03, 125.06it/s]
    Epoch 3:  77%|███████▋  | 25785/33666 [15:38<04:46, 27.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▋         | 536/8416 [00:04<01:03, 125.06it/s]
    Epoch 3:  77%|███████▋  | 25786/33666 [15:38<04:46, 27.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▋         | 537/8416 [00:04<01:02, 125.07it/s]
    Epoch 3:  77%|███████▋  | 25787/33666 [15:38<04:46, 27.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▋         | 538/8416 [00:04<01:02, 125.07it/s]
    Epoch 3:  77%|███████▋  | 25788/33666 [15:38<04:46, 27.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▋         | 539/8416 [00:04<01:02, 125.07it/s]
    Epoch 3:  77%|███████▋  | 25789/33666 [15:38<04:46, 27.47it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▋         | 540/8416 [00:04<01:02, 125.08it/s]
    Epoch 3:  77%|███████▋  | 25790/33666 [15:38<04:46, 27.47it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▋         | 541/8416 [00:04<01:02, 125.08it/s]
    Epoch 3:  77%|███████▋  | 25791/33666 [15:38<04:46, 27.47it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▋         | 542/8416 [00:04<01:02, 125.09it/s]
    Epoch 3:  77%|███████▋  | 25792/33666 [15:38<04:46, 27.47it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▋         | 543/8416 [00:04<01:02, 125.09it/s]
    Epoch 3:  77%|███████▋  | 25793/33666 [15:38<04:46, 27.47it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▋         | 544/8416 [00:04<01:02, 125.10it/s]
    Epoch 3:  77%|███████▋  | 25794/33666 [15:39<04:46, 27.47it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▋         | 545/8416 [00:04<01:02, 125.10it/s]
    Epoch 3:  77%|███████▋  | 25795/33666 [15:39<04:46, 27.47it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▋         | 546/8416 [00:04<01:02, 125.10it/s]
    Epoch 3:  77%|███████▋  | 25796/33666 [15:39<04:46, 27.47it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   6%|▋         | 547/8416 [00:04<01:02, 125.11it/s]
    Epoch 3:  77%|███████▋  | 25797/33666 [15:39<04:46, 27.47it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 548/8416 [00:04<01:02, 125.11it/s]
    Epoch 3:  77%|███████▋  | 25798/33666 [15:39<04:46, 27.47it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 549/8416 [00:04<01:02, 125.12it/s]
    Epoch 3:  77%|███████▋  | 25799/33666 [15:39<04:46, 27.47it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 550/8416 [00:04<01:02, 125.12it/s]
    Epoch 3:  77%|███████▋  | 25800/33666 [15:39<04:46, 27.47it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 551/8416 [00:04<01:02, 125.13it/s]
    Epoch 3:  77%|███████▋  | 25801/33666 [15:39<04:46, 27.48it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 552/8416 [00:04<01:02, 125.13it/s]
    Epoch 3:  77%|███████▋  | 25802/33666 [15:39<04:46, 27.48it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 553/8416 [00:04<01:02, 125.13it/s]
    Epoch 3:  77%|███████▋  | 25803/33666 [15:39<04:46, 27.48it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 554/8416 [00:04<01:02, 125.13it/s]
    Epoch 3:  77%|███████▋  | 25804/33666 [15:39<04:46, 27.48it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 555/8416 [00:04<01:02, 125.14it/s]
    Epoch 3:  77%|███████▋  | 25805/33666 [15:39<04:46, 27.48it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 556/8416 [00:04<01:02, 125.14it/s]
    Epoch 3:  77%|███████▋  | 25806/33666 [15:39<04:46, 27.48it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 557/8416 [00:04<01:02, 125.15it/s]
    Epoch 3:  77%|███████▋  | 25807/33666 [15:39<04:45, 27.48it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 558/8416 [00:04<01:02, 125.15it/s]
    Epoch 3:  77%|███████▋  | 25808/33666 [15:39<04:45, 27.48it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 559/8416 [00:04<01:02, 125.15it/s]
    Epoch 3:  77%|███████▋  | 25809/33666 [15:39<04:45, 27.48it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 560/8416 [00:04<01:02, 125.16it/s]
    Epoch 3:  77%|███████▋  | 25810/33666 [15:39<04:45, 27.48it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 561/8416 [00:04<01:02, 125.16it/s]
    Epoch 3:  77%|███████▋  | 25811/33666 [15:39<04:45, 27.48it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 562/8416 [00:04<01:02, 124.99it/s]
    Epoch 3:  77%|███████▋  | 25812/33666 [15:39<04:45, 27.48it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 563/8416 [00:04<01:02, 124.99it/s]
    Epoch 3:  77%|███████▋  | 25813/33666 [15:39<04:45, 27.49it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 564/8416 [00:04<01:02, 124.99it/s]
    Epoch 3:  77%|███████▋  | 25814/33666 [15:39<04:45, 27.49it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 565/8416 [00:04<01:02, 124.99it/s]
    Epoch 3:  77%|███████▋  | 25815/33666 [15:39<04:45, 27.49it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 566/8416 [00:04<01:02, 124.99it/s]
    Epoch 3:  77%|███████▋  | 25816/33666 [15:39<04:45, 27.49it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 567/8416 [00:04<01:02, 124.99it/s]
    Epoch 3:  77%|███████▋  | 25817/33666 [15:39<04:45, 27.49it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 568/8416 [00:04<01:02, 125.00it/s]
    Epoch 3:  77%|███████▋  | 25818/33666 [15:39<04:45, 27.49it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 569/8416 [00:04<01:02, 125.00it/s]
    Epoch 3:  77%|███████▋  | 25819/33666 [15:39<04:45, 27.49it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 570/8416 [00:04<01:02, 125.00it/s]
    Epoch 3:  77%|███████▋  | 25820/33666 [15:39<04:45, 27.49it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 571/8416 [00:04<01:02, 125.00it/s]
    Epoch 3:  77%|███████▋  | 25821/33666 [15:39<04:45, 27.49it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 572/8416 [00:04<01:02, 125.00it/s]
    Epoch 3:  77%|███████▋  | 25822/33666 [15:39<04:45, 27.49it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 573/8416 [00:04<01:02, 125.01it/s]
    Epoch 3:  77%|███████▋  | 25823/33666 [15:39<04:45, 27.49it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 574/8416 [00:04<01:02, 125.01it/s]
    Epoch 3:  77%|███████▋  | 25824/33666 [15:39<04:45, 27.49it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 575/8416 [00:04<01:02, 125.01it/s]
    Epoch 3:  77%|███████▋  | 25825/33666 [15:39<04:45, 27.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 576/8416 [00:04<01:02, 124.98it/s]
    Epoch 3:  77%|███████▋  | 25826/33666 [15:39<04:45, 27.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 577/8416 [00:04<01:02, 124.98it/s]
    Epoch 3:  77%|███████▋  | 25827/33666 [15:39<04:45, 27.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 578/8416 [00:04<01:02, 124.98it/s]
    Epoch 3:  77%|███████▋  | 25828/33666 [15:39<04:45, 27.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 579/8416 [00:04<01:02, 124.99it/s]
    Epoch 3:  77%|███████▋  | 25829/33666 [15:39<04:44, 27.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 580/8416 [00:04<01:02, 124.99it/s]
    Epoch 3:  77%|███████▋  | 25830/33666 [15:39<04:44, 27.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 581/8416 [00:04<01:02, 124.99it/s]
    Epoch 3:  77%|███████▋  | 25831/33666 [15:39<04:44, 27.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 582/8416 [00:04<01:02, 124.99it/s]
    Epoch 3:  77%|███████▋  | 25832/33666 [15:39<04:44, 27.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 583/8416 [00:04<01:02, 124.99it/s]
    Epoch 3:  77%|███████▋  | 25833/33666 [15:39<04:44, 27.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 584/8416 [00:04<01:02, 124.99it/s]
    Epoch 3:  77%|███████▋  | 25834/33666 [15:39<04:44, 27.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 585/8416 [00:04<01:02, 124.99it/s]
    Epoch 3:  77%|███████▋  | 25835/33666 [15:39<04:44, 27.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 586/8416 [00:04<01:02, 124.83it/s]
    Epoch 3:  77%|███████▋  | 25836/33666 [15:39<04:44, 27.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 587/8416 [00:04<01:02, 124.84it/s]
    Epoch 3:  77%|███████▋  | 25837/33666 [15:39<04:44, 27.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 588/8416 [00:04<01:02, 124.85it/s]
    Epoch 3:  77%|███████▋  | 25838/33666 [15:39<04:44, 27.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 589/8416 [00:04<01:02, 124.86it/s]
    Epoch 3:  77%|███████▋  | 25839/33666 [15:39<04:44, 27.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 590/8416 [00:04<01:02, 124.86it/s]
    Epoch 3:  77%|███████▋  | 25840/33666 [15:39<04:44, 27.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 591/8416 [00:04<01:02, 124.87it/s]
    Epoch 3:  77%|███████▋  | 25841/33666 [15:39<04:44, 27.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 592/8416 [00:04<01:02, 124.87it/s]
    Epoch 3:  77%|███████▋  | 25842/33666 [15:39<04:44, 27.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 593/8416 [00:04<01:02, 124.88it/s]
    Epoch 3:  77%|███████▋  | 25843/33666 [15:39<04:44, 27.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 594/8416 [00:04<01:02, 124.89it/s]
    Epoch 3:  77%|███████▋  | 25844/33666 [15:39<04:44, 27.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 595/8416 [00:04<01:02, 124.89it/s]
    Epoch 3:  77%|███████▋  | 25845/33666 [15:39<04:44, 27.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 596/8416 [00:04<01:02, 124.89it/s]
    Epoch 3:  77%|███████▋  | 25846/33666 [15:39<04:44, 27.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 597/8416 [00:04<01:02, 124.89it/s]
    Epoch 3:  77%|███████▋  | 25847/33666 [15:39<04:44, 27.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 598/8416 [00:04<01:02, 124.83it/s]
    Epoch 3:  77%|███████▋  | 25848/33666 [15:39<04:44, 27.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 599/8416 [00:04<01:02, 124.83it/s]
    Epoch 3:  77%|███████▋  | 25849/33666 [15:39<04:44, 27.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 600/8416 [00:04<01:02, 124.83it/s]
    Epoch 3:  77%|███████▋  | 25850/33666 [15:39<04:44, 27.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 601/8416 [00:04<01:02, 124.82it/s]
    Epoch 3:  77%|███████▋  | 25851/33666 [15:39<04:44, 27.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 602/8416 [00:04<01:02, 124.81it/s]
    Epoch 3:  77%|███████▋  | 25852/33666 [15:39<04:43, 27.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 603/8416 [00:04<01:02, 124.81it/s]
    Epoch 3:  77%|███████▋  | 25853/33666 [15:39<04:43, 27.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 604/8416 [00:04<01:02, 124.81it/s]
    Epoch 3:  77%|███████▋  | 25854/33666 [15:39<04:43, 27.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 605/8416 [00:04<01:02, 124.82it/s]
    Epoch 3:  77%|███████▋  | 25855/33666 [15:39<04:43, 27.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 606/8416 [00:04<01:02, 124.82it/s]
    Epoch 3:  77%|███████▋  | 25856/33666 [15:39<04:43, 27.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 607/8416 [00:04<01:02, 124.83it/s]
    Epoch 3:  77%|███████▋  | 25857/33666 [15:39<04:43, 27.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 608/8416 [00:04<01:02, 124.83it/s]
    Epoch 3:  77%|███████▋  | 25858/33666 [15:39<04:43, 27.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 609/8416 [00:04<01:02, 124.84it/s]
    Epoch 3:  77%|███████▋  | 25859/33666 [15:39<04:43, 27.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 610/8416 [00:04<01:02, 124.84it/s]
    Epoch 3:  77%|███████▋  | 25860/33666 [15:39<04:43, 27.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 611/8416 [00:04<01:02, 124.84it/s]
    Epoch 3:  77%|███████▋  | 25861/33666 [15:39<04:43, 27.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 612/8416 [00:04<01:02, 124.85it/s]
    Epoch 3:  77%|███████▋  | 25862/33666 [15:39<04:43, 27.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 613/8416 [00:04<01:02, 124.85it/s]
    Epoch 3:  77%|███████▋  | 25863/33666 [15:39<04:43, 27.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 614/8416 [00:04<01:02, 124.86it/s]
    Epoch 3:  77%|███████▋  | 25864/33666 [15:39<04:43, 27.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 615/8416 [00:04<01:02, 124.86it/s]
    Epoch 3:  77%|███████▋  | 25865/33666 [15:39<04:43, 27.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 616/8416 [00:04<01:02, 124.87it/s]
    Epoch 3:  77%|███████▋  | 25866/33666 [15:39<04:43, 27.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 617/8416 [00:04<01:02, 124.73it/s]
    Epoch 3:  77%|███████▋  | 25867/33666 [15:39<04:43, 27.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 618/8416 [00:04<01:02, 124.73it/s]
    Epoch 3:  77%|███████▋  | 25868/33666 [15:39<04:43, 27.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 619/8416 [00:04<01:02, 124.73it/s]
    Epoch 3:  77%|███████▋  | 25869/33666 [15:39<04:43, 27.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 620/8416 [00:04<01:02, 124.72it/s]
    Epoch 3:  77%|███████▋  | 25870/33666 [15:39<04:43, 27.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 621/8416 [00:04<01:02, 124.72it/s]
    Epoch 3:  77%|███████▋  | 25871/33666 [15:39<04:43, 27.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 622/8416 [00:04<01:02, 124.72it/s]
    Epoch 3:  77%|███████▋  | 25872/33666 [15:39<04:43, 27.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 623/8416 [00:04<01:02, 124.71it/s]
    Epoch 3:  77%|███████▋  | 25873/33666 [15:39<04:43, 27.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 624/8416 [00:05<01:02, 124.71it/s]
    Epoch 3:  77%|███████▋  | 25874/33666 [15:39<04:42, 27.54it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 625/8416 [00:05<01:02, 124.71it/s]
    Epoch 3:  77%|███████▋  | 25875/33666 [15:39<04:42, 27.54it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 626/8416 [00:05<01:02, 124.71it/s]
    Epoch 3:  77%|███████▋  | 25876/33666 [15:39<04:42, 27.54it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 627/8416 [00:05<01:02, 124.70it/s]
    Epoch 3:  77%|███████▋  | 25877/33666 [15:39<04:42, 27.54it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 628/8416 [00:05<01:02, 124.60it/s]
    Epoch 3:  77%|███████▋  | 25878/33666 [15:39<04:42, 27.54it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 629/8416 [00:05<01:02, 124.45it/s]
    Epoch 3:  77%|███████▋  | 25879/33666 [15:39<04:42, 27.54it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 630/8416 [00:05<01:02, 124.45it/s]
    Epoch 3:  77%|███████▋  | 25880/33666 [15:39<04:42, 27.54it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   7%|▋         | 631/8416 [00:05<01:02, 124.45it/s]
    Epoch 3:  77%|███████▋  | 25881/33666 [15:39<04:42, 27.54it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 632/8416 [00:05<01:02, 124.45it/s]
    Epoch 3:  77%|███████▋  | 25882/33666 [15:39<04:42, 27.54it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 633/8416 [00:05<01:02, 124.45it/s]
    Epoch 3:  77%|███████▋  | 25883/33666 [15:39<04:42, 27.54it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 634/8416 [00:05<01:02, 124.44it/s]
    Epoch 3:  77%|███████▋  | 25884/33666 [15:39<04:42, 27.54it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 635/8416 [00:05<01:02, 124.44it/s]
    Epoch 3:  77%|███████▋  | 25885/33666 [15:39<04:42, 27.54it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 636/8416 [00:05<01:02, 124.44it/s]
    Epoch 3:  77%|███████▋  | 25886/33666 [15:39<04:42, 27.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 637/8416 [00:05<01:02, 124.43it/s]
    Epoch 3:  77%|███████▋  | 25887/33666 [15:39<04:42, 27.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 638/8416 [00:05<01:02, 124.44it/s]
    Epoch 3:  77%|███████▋  | 25888/33666 [15:39<04:42, 27.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 639/8416 [00:05<01:02, 124.44it/s]
    Epoch 3:  77%|███████▋  | 25889/33666 [15:39<04:42, 27.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 640/8416 [00:05<01:02, 124.42it/s]
    Epoch 3:  77%|███████▋  | 25890/33666 [15:39<04:42, 27.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 641/8416 [00:05<01:02, 124.42it/s]
    Epoch 3:  77%|███████▋  | 25891/33666 [15:39<04:42, 27.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 642/8416 [00:05<01:02, 124.42it/s]
    Epoch 3:  77%|███████▋  | 25892/33666 [15:39<04:42, 27.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 643/8416 [00:05<01:02, 124.43it/s]
    Epoch 3:  77%|███████▋  | 25893/33666 [15:39<04:42, 27.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 644/8416 [00:05<01:02, 124.43it/s]
    Epoch 3:  77%|███████▋  | 25894/33666 [15:39<04:42, 27.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 645/8416 [00:05<01:02, 124.44it/s]
    Epoch 3:  77%|███████▋  | 25895/33666 [15:39<04:42, 27.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 646/8416 [00:05<01:02, 124.44it/s]
    Epoch 3:  77%|███████▋  | 25896/33666 [15:39<04:41, 27.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 647/8416 [00:05<01:02, 124.44it/s]
    Epoch 3:  77%|███████▋  | 25897/33666 [15:39<04:41, 27.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 648/8416 [00:05<01:02, 124.44it/s]
    Epoch 3:  77%|███████▋  | 25898/33666 [15:39<04:41, 27.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 649/8416 [00:05<01:02, 124.45it/s]
    Epoch 3:  77%|███████▋  | 25899/33666 [15:39<04:41, 27.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 650/8416 [00:05<01:02, 124.45it/s]
    Epoch 3:  77%|███████▋  | 25900/33666 [15:39<04:41, 27.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 651/8416 [00:05<01:02, 124.45it/s]
    Epoch 3:  77%|███████▋  | 25901/33666 [15:39<04:41, 27.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 652/8416 [00:05<01:02, 124.45it/s]
    Epoch 3:  77%|███████▋  | 25902/33666 [15:39<04:41, 27.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 653/8416 [00:05<01:02, 124.45it/s]
    Epoch 3:  77%|███████▋  | 25903/33666 [15:39<04:41, 27.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 654/8416 [00:05<01:02, 124.45it/s]
    Epoch 3:  77%|███████▋  | 25904/33666 [15:39<04:41, 27.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 655/8416 [00:05<01:02, 124.44it/s]
    Epoch 3:  77%|███████▋  | 25905/33666 [15:39<04:41, 27.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 656/8416 [00:05<01:02, 124.44it/s]
    Epoch 3:  77%|███████▋  | 25906/33666 [15:39<04:41, 27.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 657/8416 [00:05<01:02, 124.45it/s]
    Epoch 3:  77%|███████▋  | 25907/33666 [15:39<04:41, 27.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 658/8416 [00:05<01:02, 124.45it/s]
    Epoch 3:  77%|███████▋  | 25908/33666 [15:39<04:41, 27.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 659/8416 [00:05<01:02, 124.45it/s]
    Epoch 3:  77%|███████▋  | 25909/33666 [15:39<04:41, 27.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 660/8416 [00:05<01:02, 124.46it/s]
    Epoch 3:  77%|███████▋  | 25910/33666 [15:39<04:41, 27.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 661/8416 [00:05<01:02, 124.46it/s]
    Epoch 3:  77%|███████▋  | 25911/33666 [15:39<04:41, 27.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 662/8416 [00:05<01:02, 124.45it/s]
    Epoch 3:  77%|███████▋  | 25912/33666 [15:39<04:41, 27.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 663/8416 [00:05<01:02, 124.45it/s]
    Epoch 3:  77%|███████▋  | 25913/33666 [15:39<04:41, 27.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 664/8416 [00:05<01:02, 124.45it/s]
    Epoch 3:  77%|███████▋  | 25914/33666 [15:39<04:41, 27.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 665/8416 [00:05<01:02, 124.46it/s]
    Epoch 3:  77%|███████▋  | 25915/33666 [15:39<04:41, 27.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 666/8416 [00:05<01:02, 124.34it/s]
    Epoch 3:  77%|███████▋  | 25916/33666 [15:40<04:41, 27.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 667/8416 [00:05<01:02, 124.34it/s]
    Epoch 3:  77%|███████▋  | 25917/33666 [15:40<04:41, 27.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 668/8416 [00:05<01:02, 124.34it/s]
    Epoch 3:  77%|███████▋  | 25918/33666 [15:40<04:41, 27.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 669/8416 [00:05<01:02, 124.33it/s]
    Epoch 3:  77%|███████▋  | 25919/33666 [15:40<04:40, 27.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 670/8416 [00:05<01:02, 124.33it/s]
    Epoch 3:  77%|███████▋  | 25920/33666 [15:40<04:40, 27.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 671/8416 [00:05<01:02, 124.32it/s]
    Epoch 3:  77%|███████▋  | 25921/33666 [15:40<04:40, 27.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 672/8416 [00:05<01:02, 124.32it/s]
    Epoch 3:  77%|███████▋  | 25922/33666 [15:40<04:40, 27.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 673/8416 [00:05<01:02, 124.32it/s]
    Epoch 3:  77%|███████▋  | 25923/33666 [15:40<04:40, 27.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 674/8416 [00:05<01:02, 124.31it/s]
    Epoch 3:  77%|███████▋  | 25924/33666 [15:40<04:40, 27.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 675/8416 [00:05<01:02, 124.30it/s]
    Epoch 3:  77%|███████▋  | 25925/33666 [15:40<04:40, 27.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 676/8416 [00:05<01:02, 124.30it/s]
    Epoch 3:  77%|███████▋  | 25926/33666 [15:40<04:40, 27.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 677/8416 [00:05<01:02, 124.30it/s]
    Epoch 3:  77%|███████▋  | 25927/33666 [15:40<04:40, 27.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 678/8416 [00:05<01:02, 124.29it/s]
    Epoch 3:  77%|███████▋  | 25928/33666 [15:40<04:40, 27.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 679/8416 [00:05<01:02, 124.29it/s]
    Epoch 3:  77%|███████▋  | 25929/33666 [15:40<04:40, 27.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 680/8416 [00:05<01:02, 124.28it/s]
    Epoch 3:  77%|███████▋  | 25930/33666 [15:40<04:40, 27.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 681/8416 [00:05<01:02, 124.28it/s]
    Epoch 3:  77%|███████▋  | 25931/33666 [15:40<04:40, 27.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 682/8416 [00:05<01:02, 124.27it/s]
    Epoch 3:  77%|███████▋  | 25932/33666 [15:40<04:40, 27.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 683/8416 [00:05<01:02, 124.27it/s]
    Epoch 3:  77%|███████▋  | 25933/33666 [15:40<04:40, 27.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 684/8416 [00:05<01:02, 124.27it/s]
    Epoch 3:  77%|███████▋  | 25934/33666 [15:40<04:40, 27.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 685/8416 [00:05<01:02, 124.27it/s]
    Epoch 3:  77%|███████▋  | 25935/33666 [15:40<04:40, 27.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 686/8416 [00:05<01:02, 124.26it/s]
    Epoch 3:  77%|███████▋  | 25936/33666 [15:40<04:40, 27.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 687/8416 [00:05<01:02, 124.26it/s]
    Epoch 3:  77%|███████▋  | 25937/33666 [15:40<04:40, 27.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 688/8416 [00:05<01:02, 124.26it/s]
    Epoch 3:  77%|███████▋  | 25938/33666 [15:40<04:40, 27.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 689/8416 [00:05<01:02, 124.25it/s]
    Epoch 3:  77%|███████▋  | 25939/33666 [15:40<04:40, 27.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 690/8416 [00:05<01:02, 124.25it/s]
    Epoch 3:  77%|███████▋  | 25940/33666 [15:40<04:40, 27.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 691/8416 [00:05<01:02, 124.24it/s]
    Epoch 3:  77%|███████▋  | 25941/33666 [15:40<04:39, 27.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 692/8416 [00:05<01:02, 124.24it/s]
    Epoch 3:  77%|███████▋  | 25942/33666 [15:40<04:39, 27.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 693/8416 [00:05<01:02, 124.24it/s]
    Epoch 3:  77%|███████▋  | 25943/33666 [15:40<04:39, 27.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 694/8416 [00:05<01:02, 124.23it/s]
    Epoch 3:  77%|███████▋  | 25944/33666 [15:40<04:39, 27.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 695/8416 [00:05<01:02, 124.23it/s]
    Epoch 3:  77%|███████▋  | 25945/33666 [15:40<04:39, 27.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 696/8416 [00:05<01:02, 124.22it/s]
    Epoch 3:  77%|███████▋  | 25946/33666 [15:40<04:39, 27.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 697/8416 [00:05<01:02, 124.22it/s]
    Epoch 3:  77%|███████▋  | 25947/33666 [15:40<04:39, 27.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 698/8416 [00:05<01:02, 124.21it/s]
    Epoch 3:  77%|███████▋  | 25948/33666 [15:40<04:39, 27.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 699/8416 [00:05<01:02, 124.21it/s]
    Epoch 3:  77%|███████▋  | 25949/33666 [15:40<04:39, 27.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 700/8416 [00:05<01:02, 124.20it/s]
    Epoch 3:  77%|███████▋  | 25950/33666 [15:40<04:39, 27.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 701/8416 [00:05<01:02, 124.20it/s]
    Epoch 3:  77%|███████▋  | 25951/33666 [15:40<04:39, 27.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 702/8416 [00:05<01:02, 124.20it/s]
    Epoch 3:  77%|███████▋  | 25952/33666 [15:40<04:39, 27.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 703/8416 [00:05<01:02, 124.19it/s]
    Epoch 3:  77%|███████▋  | 25953/33666 [15:40<04:39, 27.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 704/8416 [00:05<01:02, 124.17it/s]
    Epoch 3:  77%|███████▋  | 25954/33666 [15:40<04:39, 27.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 705/8416 [00:05<01:02, 124.17it/s]
    Epoch 3:  77%|███████▋  | 25955/33666 [15:40<04:39, 27.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 706/8416 [00:05<01:02, 124.16it/s]
    Epoch 3:  77%|███████▋  | 25956/33666 [15:40<04:39, 27.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 707/8416 [00:05<01:02, 124.16it/s]
    Epoch 3:  77%|███████▋  | 25957/33666 [15:40<04:39, 27.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 708/8416 [00:05<01:02, 124.15it/s]
    Epoch 3:  77%|███████▋  | 25958/33666 [15:40<04:39, 27.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 709/8416 [00:05<01:02, 124.15it/s]
    Epoch 3:  77%|███████▋  | 25959/33666 [15:40<04:39, 27.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 710/8416 [00:05<01:02, 124.15it/s]
    Epoch 3:  77%|███████▋  | 25960/33666 [15:40<04:39, 27.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 711/8416 [00:05<01:02, 124.14it/s]
    Epoch 3:  77%|███████▋  | 25961/33666 [15:40<04:39, 27.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 712/8416 [00:05<01:02, 124.14it/s]
    Epoch 3:  77%|███████▋  | 25962/33666 [15:40<04:39, 27.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 713/8416 [00:05<01:02, 124.14it/s]
    Epoch 3:  77%|███████▋  | 25963/33666 [15:40<04:39, 27.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 714/8416 [00:05<01:02, 124.14it/s]
    Epoch 3:  77%|███████▋  | 25964/33666 [15:40<04:38, 27.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   8%|▊         | 715/8416 [00:05<01:02, 124.13it/s]
    Epoch 3:  77%|███████▋  | 25965/33666 [15:40<04:38, 27.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▊         | 716/8416 [00:05<01:02, 124.13it/s]
    Epoch 3:  77%|███████▋  | 25966/33666 [15:40<04:38, 27.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▊         | 717/8416 [00:05<01:02, 124.13it/s]
    Epoch 3:  77%|███████▋  | 25967/33666 [15:40<04:38, 27.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▊         | 718/8416 [00:05<01:02, 124.12it/s]
    Epoch 3:  77%|███████▋  | 25968/33666 [15:40<04:38, 27.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▊         | 719/8416 [00:05<01:02, 124.12it/s]
    Epoch 3:  77%|███████▋  | 25969/33666 [15:40<04:38, 27.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▊         | 720/8416 [00:05<01:02, 124.12it/s]
    Epoch 3:  77%|███████▋  | 25970/33666 [15:40<04:38, 27.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▊         | 721/8416 [00:05<01:01, 124.12it/s]
    Epoch 3:  77%|███████▋  | 25971/33666 [15:40<04:38, 27.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▊         | 722/8416 [00:05<01:01, 124.11it/s]
    Epoch 3:  77%|███████▋  | 25972/33666 [15:40<04:38, 27.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▊         | 723/8416 [00:05<01:01, 124.11it/s]
    Epoch 3:  77%|███████▋  | 25973/33666 [15:40<04:38, 27.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▊         | 724/8416 [00:05<01:01, 124.11it/s]
    Epoch 3:  77%|███████▋  | 25974/33666 [15:40<04:38, 27.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▊         | 725/8416 [00:05<01:01, 124.11it/s]
    Epoch 3:  77%|███████▋  | 25975/33666 [15:40<04:38, 27.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▊         | 726/8416 [00:05<01:01, 124.10it/s]
    Epoch 3:  77%|███████▋  | 25976/33666 [15:40<04:38, 27.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▊         | 727/8416 [00:05<01:01, 124.10it/s]
    Epoch 3:  77%|███████▋  | 25977/33666 [15:40<04:38, 27.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▊         | 728/8416 [00:05<01:01, 124.09it/s]
    Epoch 3:  77%|███████▋  | 25978/33666 [15:40<04:38, 27.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▊         | 729/8416 [00:05<01:01, 124.09it/s]
    Epoch 3:  77%|███████▋  | 25979/33666 [15:40<04:38, 27.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▊         | 730/8416 [00:05<01:01, 124.09it/s]
    Epoch 3:  77%|███████▋  | 25980/33666 [15:40<04:38, 27.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▊         | 731/8416 [00:05<01:01, 124.08it/s]
    Epoch 3:  77%|███████▋  | 25981/33666 [15:40<04:38, 27.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▊         | 732/8416 [00:05<01:01, 124.08it/s]
    Epoch 3:  77%|███████▋  | 25982/33666 [15:40<04:38, 27.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▊         | 733/8416 [00:05<01:01, 124.08it/s]
    Epoch 3:  77%|███████▋  | 25983/33666 [15:40<04:38, 27.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▊         | 734/8416 [00:05<01:01, 124.07it/s]
    Epoch 3:  77%|███████▋  | 25984/33666 [15:40<04:38, 27.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▊         | 735/8416 [00:05<01:01, 124.07it/s]
    Epoch 3:  77%|███████▋  | 25985/33666 [15:40<04:38, 27.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▊         | 736/8416 [00:05<01:01, 124.07it/s]
    Epoch 3:  77%|███████▋  | 25986/33666 [15:40<04:37, 27.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▉         | 737/8416 [00:05<01:01, 124.06it/s]
    Epoch 3:  77%|███████▋  | 25987/33666 [15:40<04:37, 27.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▉         | 738/8416 [00:05<01:01, 124.06it/s]
    Epoch 3:  77%|███████▋  | 25988/33666 [15:40<04:37, 27.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▉         | 739/8416 [00:05<01:01, 124.06it/s]
    Epoch 3:  77%|███████▋  | 25989/33666 [15:40<04:37, 27.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▉         | 740/8416 [00:05<01:01, 124.05it/s]
    Epoch 3:  77%|███████▋  | 25990/33666 [15:40<04:37, 27.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▉         | 741/8416 [00:05<01:01, 124.05it/s]
    Epoch 3:  77%|███████▋  | 25991/33666 [15:40<04:37, 27.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▉         | 742/8416 [00:05<01:01, 124.05it/s]
    Epoch 3:  77%|███████▋  | 25992/33666 [15:40<04:37, 27.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▉         | 743/8416 [00:05<01:01, 124.04it/s]
    Epoch 3:  77%|███████▋  | 25993/33666 [15:40<04:37, 27.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▉         | 744/8416 [00:05<01:01, 124.04it/s]
    Epoch 3:  77%|███████▋  | 25994/33666 [15:40<04:37, 27.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▉         | 745/8416 [00:06<01:01, 124.04it/s]
    Epoch 3:  77%|███████▋  | 25995/33666 [15:40<04:37, 27.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▉         | 746/8416 [00:06<01:01, 124.03it/s]
    Epoch 3:  77%|███████▋  | 25996/33666 [15:40<04:37, 27.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▉         | 747/8416 [00:06<01:01, 124.03it/s]
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    Validation DataLoader 0:   9%|▉         | 748/8416 [00:06<01:01, 124.03it/s]
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    Validation DataLoader 0:   9%|▉         | 749/8416 [00:06<01:01, 124.02it/s]
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    Validation DataLoader 0:   9%|▉         | 750/8416 [00:06<01:01, 124.02it/s]
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    Validation DataLoader 0:   9%|▉         | 751/8416 [00:06<01:01, 124.02it/s]
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    Validation DataLoader 0:   9%|▉         | 752/8416 [00:06<01:01, 124.02it/s]
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    Validation DataLoader 0:   9%|▉         | 753/8416 [00:06<01:01, 124.01it/s]
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    Validation DataLoader 0:   9%|▉         | 754/8416 [00:06<01:01, 124.01it/s]
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    Validation DataLoader 0:   9%|▉         | 755/8416 [00:06<01:01, 124.00it/s]
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    Validation DataLoader 0:   9%|▉         | 756/8416 [00:06<01:01, 124.00it/s]
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    Validation DataLoader 0:   9%|▉         | 757/8416 [00:06<01:01, 124.00it/s]
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    Validation DataLoader 0:   9%|▉         | 758/8416 [00:06<01:01, 124.00it/s]
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    Validation DataLoader 0:   9%|▉         | 759/8416 [00:06<01:01, 123.88it/s]
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    Validation DataLoader 0:   9%|▉         | 760/8416 [00:06<01:01, 123.89it/s]
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    Validation DataLoader 0:   9%|▉         | 761/8416 [00:06<01:01, 123.89it/s]
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    Validation DataLoader 0:   9%|▉         | 762/8416 [00:06<01:01, 123.90it/s]
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    Validation DataLoader 0:   9%|▉         | 763/8416 [00:06<01:01, 123.90it/s]
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    Validation DataLoader 0:   9%|▉         | 764/8416 [00:06<01:01, 123.91it/s]
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    Validation DataLoader 0:   9%|▉         | 765/8416 [00:06<01:01, 123.90it/s]
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    Validation DataLoader 0:   9%|▉         | 766/8416 [00:06<01:01, 123.90it/s]
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    Validation DataLoader 0:   9%|▉         | 767/8416 [00:06<01:01, 123.90it/s]
    Epoch 3:  77%|███████▋  | 26017/33666 [15:40<04:36, 27.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▉         | 768/8416 [00:06<01:01, 123.88it/s]
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    Validation DataLoader 0:   9%|▉         | 769/8416 [00:06<01:01, 123.89it/s]
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    Validation DataLoader 0:   9%|▉         | 770/8416 [00:06<01:01, 123.89it/s]
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    Validation DataLoader 0:   9%|▉         | 771/8416 [00:06<01:01, 123.89it/s]
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    Validation DataLoader 0:   9%|▉         | 772/8416 [00:06<01:01, 123.90it/s]
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    Validation DataLoader 0:   9%|▉         | 773/8416 [00:06<01:01, 123.90it/s]
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    Validation DataLoader 0:   9%|▉         | 774/8416 [00:06<01:01, 123.89it/s]
    Epoch 3:  77%|███████▋  | 26024/33666 [15:40<04:36, 27.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▉         | 775/8416 [00:06<01:01, 123.89it/s]
    Epoch 3:  77%|███████▋  | 26025/33666 [15:40<04:36, 27.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▉         | 776/8416 [00:06<01:01, 123.89it/s]
    Epoch 3:  77%|███████▋  | 26026/33666 [15:40<04:36, 27.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▉         | 777/8416 [00:06<01:01, 123.89it/s]
    Epoch 3:  77%|███████▋  | 26027/33666 [15:40<04:36, 27.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▉         | 778/8416 [00:06<01:01, 123.88it/s]
    Epoch 3:  77%|███████▋  | 26028/33666 [15:40<04:36, 27.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▉         | 779/8416 [00:06<01:01, 123.88it/s]
    Epoch 3:  77%|███████▋  | 26029/33666 [15:40<04:36, 27.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▉         | 780/8416 [00:06<01:01, 123.88it/s]
    Epoch 3:  77%|███████▋  | 26030/33666 [15:40<04:36, 27.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▉         | 781/8416 [00:06<01:01, 123.88it/s]
    Epoch 3:  77%|███████▋  | 26031/33666 [15:40<04:35, 27.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▉         | 782/8416 [00:06<01:01, 123.88it/s]
    Epoch 3:  77%|███████▋  | 26032/33666 [15:40<04:35, 27.67it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▉         | 783/8416 [00:06<01:01, 123.88it/s]
    Epoch 3:  77%|███████▋  | 26033/33666 [15:40<04:35, 27.67it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▉         | 784/8416 [00:06<01:01, 123.88it/s]
    Epoch 3:  77%|███████▋  | 26034/33666 [15:40<04:35, 27.67it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▉         | 785/8416 [00:06<01:01, 123.88it/s]
    Epoch 3:  77%|███████▋  | 26035/33666 [15:40<04:35, 27.67it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▉         | 786/8416 [00:06<01:01, 123.87it/s]
    Epoch 3:  77%|███████▋  | 26036/33666 [15:41<04:35, 27.67it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▉         | 787/8416 [00:06<01:01, 123.87it/s]
    Epoch 3:  77%|███████▋  | 26037/33666 [15:41<04:35, 27.67it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▉         | 788/8416 [00:06<01:01, 123.87it/s]
    Epoch 3:  77%|███████▋  | 26038/33666 [15:41<04:35, 27.67it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▉         | 789/8416 [00:06<01:01, 123.87it/s]
    Epoch 3:  77%|███████▋  | 26039/33666 [15:41<04:35, 27.67it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▉         | 790/8416 [00:06<01:01, 123.87it/s]
    Epoch 3:  77%|███████▋  | 26040/33666 [15:41<04:35, 27.67it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▉         | 791/8416 [00:06<01:01, 123.87it/s]
    Epoch 3:  77%|███████▋  | 26041/33666 [15:41<04:35, 27.67it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▉         | 792/8416 [00:06<01:01, 123.86it/s]
    Epoch 3:  77%|███████▋  | 26042/33666 [15:41<04:35, 27.67it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▉         | 793/8416 [00:06<01:01, 123.86it/s]
    Epoch 3:  77%|███████▋  | 26043/33666 [15:41<04:35, 27.67it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▉         | 794/8416 [00:06<01:01, 123.86it/s]
    Epoch 3:  77%|███████▋  | 26044/33666 [15:41<04:35, 27.67it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▉         | 795/8416 [00:06<01:01, 123.85it/s]
    Epoch 3:  77%|███████▋  | 26045/33666 [15:41<04:35, 27.68it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▉         | 796/8416 [00:06<01:01, 123.85it/s]
    Epoch 3:  77%|███████▋  | 26046/33666 [15:41<04:35, 27.68it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▉         | 797/8416 [00:06<01:01, 123.85it/s]
    Epoch 3:  77%|███████▋  | 26047/33666 [15:41<04:35, 27.68it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▉         | 798/8416 [00:06<01:01, 123.85it/s]
    Epoch 3:  77%|███████▋  | 26048/33666 [15:41<04:35, 27.68it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:   9%|▉         | 799/8416 [00:06<01:01, 123.84it/s]
    Epoch 3:  77%|███████▋  | 26049/33666 [15:41<04:35, 27.68it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|▉         | 800/8416 [00:06<01:01, 123.84it/s]
    Epoch 3:  77%|███████▋  | 26050/33666 [15:41<04:35, 27.68it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|▉         | 801/8416 [00:06<01:01, 123.84it/s]
    Epoch 3:  77%|███████▋  | 26051/33666 [15:41<04:35, 27.68it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|▉         | 802/8416 [00:06<01:01, 123.84it/s]
    Epoch 3:  77%|███████▋  | 26052/33666 [15:41<04:35, 27.68it/s, loss=3.31, v_num=0]

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    Epoch 3:  77%|███████▋  | 26053/33666 [15:41<04:35, 27.68it/s, loss=3.31, v_num=0]

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    Epoch 3:  77%|███████▋  | 26054/33666 [15:41<04:34, 27.68it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|▉         | 805/8416 [00:06<01:01, 123.83it/s]
    Epoch 3:  77%|███████▋  | 26055/33666 [15:41<04:34, 27.68it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|▉         | 806/8416 [00:06<01:01, 123.83it/s]
    Epoch 3:  77%|███████▋  | 26056/33666 [15:41<04:34, 27.68it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|▉         | 807/8416 [00:06<01:01, 123.83it/s]
    Epoch 3:  77%|███████▋  | 26057/33666 [15:41<04:34, 27.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|▉         | 808/8416 [00:06<01:01, 123.83it/s]
    Epoch 3:  77%|███████▋  | 26058/33666 [15:41<04:34, 27.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|▉         | 809/8416 [00:06<01:01, 123.82it/s]
    Epoch 3:  77%|███████▋  | 26059/33666 [15:41<04:34, 27.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|▉         | 810/8416 [00:06<01:01, 123.82it/s]
    Epoch 3:  77%|███████▋  | 26060/33666 [15:41<04:34, 27.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|▉         | 811/8416 [00:06<01:01, 123.82it/s]
    Epoch 3:  77%|███████▋  | 26061/33666 [15:41<04:34, 27.69it/s, loss=3.31, v_num=0]

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    Epoch 3:  77%|███████▋  | 26062/33666 [15:41<04:34, 27.69it/s, loss=3.31, v_num=0]

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    Epoch 3:  77%|███████▋  | 26063/33666 [15:41<04:34, 27.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|▉         | 814/8416 [00:06<01:01, 123.81it/s]
    Epoch 3:  77%|███████▋  | 26064/33666 [15:41<04:34, 27.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|▉         | 815/8416 [00:06<01:01, 123.81it/s]
    Epoch 3:  77%|███████▋  | 26065/33666 [15:41<04:34, 27.69it/s, loss=3.31, v_num=0]

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    Epoch 3:  77%|███████▋  | 26066/33666 [15:41<04:34, 27.69it/s, loss=3.31, v_num=0]

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    Epoch 3:  77%|███████▋  | 26067/33666 [15:41<04:34, 27.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|▉         | 818/8416 [00:06<01:01, 123.80it/s]
    Epoch 3:  77%|███████▋  | 26068/33666 [15:41<04:34, 27.69it/s, loss=3.31, v_num=0]

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    Epoch 3:  77%|███████▋  | 26069/33666 [15:41<04:34, 27.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|▉         | 820/8416 [00:06<01:01, 123.80it/s]
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    Epoch 3:  77%|███████▋  | 26071/33666 [15:41<04:34, 27.70it/s, loss=3.31, v_num=0]

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    Epoch 3:  77%|███████▋  | 26072/33666 [15:41<04:34, 27.70it/s, loss=3.31, v_num=0]

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    Epoch 3:  77%|███████▋  | 26074/33666 [15:41<04:34, 27.70it/s, loss=3.31, v_num=0]

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    Epoch 3:  77%|███████▋  | 26075/33666 [15:41<04:34, 27.70it/s, loss=3.31, v_num=0]

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    Epoch 3:  77%|███████▋  | 26087/33666 [15:41<04:33, 27.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|▉         | 838/8416 [00:06<01:01, 123.74it/s]
    Epoch 3:  77%|███████▋  | 26088/33666 [15:41<04:33, 27.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|▉         | 839/8416 [00:06<01:01, 123.74it/s]
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    Validation DataLoader 0:  10%|▉         | 840/8416 [00:06<01:01, 123.74it/s]
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    Validation DataLoader 0:  10%|▉         | 841/8416 [00:06<01:01, 123.74it/s]
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    Validation DataLoader 0:  10%|█         | 842/8416 [00:06<01:01, 123.74it/s]
    Epoch 3:  78%|███████▊  | 26092/33666 [15:41<04:33, 27.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|█         | 843/8416 [00:06<01:01, 123.74it/s]
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    Validation DataLoader 0:  10%|█         | 844/8416 [00:06<01:01, 123.74it/s]
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    Validation DataLoader 0:  10%|█         | 845/8416 [00:06<01:01, 123.74it/s]
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    Validation DataLoader 0:  10%|█         | 846/8416 [00:06<01:01, 123.74it/s]
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    Validation DataLoader 0:  10%|█         | 847/8416 [00:06<01:01, 123.74it/s]
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    Validation DataLoader 0:  10%|█         | 848/8416 [00:06<01:01, 123.74it/s]
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    Validation DataLoader 0:  10%|█         | 849/8416 [00:06<01:01, 123.73it/s]
    Epoch 3:  78%|███████▊  | 26099/33666 [15:41<04:32, 27.72it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|█         | 850/8416 [00:06<01:01, 123.73it/s]
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    Validation DataLoader 0:  10%|█         | 851/8416 [00:06<01:01, 123.73it/s]
    Epoch 3:  78%|███████▊  | 26101/33666 [15:41<04:32, 27.72it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|█         | 852/8416 [00:06<01:01, 123.73it/s]
    Epoch 3:  78%|███████▊  | 26102/33666 [15:41<04:32, 27.72it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|█         | 853/8416 [00:06<01:01, 123.73it/s]
    Epoch 3:  78%|███████▊  | 26103/33666 [15:41<04:32, 27.72it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|█         | 854/8416 [00:06<01:01, 123.73it/s]
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    Validation DataLoader 0:  10%|█         | 855/8416 [00:06<01:01, 123.72it/s]
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    Validation DataLoader 0:  10%|█         | 856/8416 [00:06<01:01, 123.72it/s]
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    Validation DataLoader 0:  10%|█         | 857/8416 [00:06<01:01, 123.72it/s]
    Epoch 3:  78%|███████▊  | 26107/33666 [15:41<04:32, 27.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|█         | 858/8416 [00:06<01:01, 123.71it/s]
    Epoch 3:  78%|███████▊  | 26108/33666 [15:41<04:32, 27.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|█         | 859/8416 [00:06<01:01, 123.71it/s]
    Epoch 3:  78%|███████▊  | 26109/33666 [15:41<04:32, 27.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|█         | 860/8416 [00:06<01:01, 123.71it/s]
    Epoch 3:  78%|███████▊  | 26110/33666 [15:41<04:32, 27.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|█         | 861/8416 [00:06<01:01, 123.71it/s]
    Epoch 3:  78%|███████▊  | 26111/33666 [15:41<04:32, 27.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|█         | 862/8416 [00:06<01:01, 123.70it/s]
    Epoch 3:  78%|███████▊  | 26112/33666 [15:41<04:32, 27.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|█         | 863/8416 [00:06<01:01, 123.70it/s]
    Epoch 3:  78%|███████▊  | 26113/33666 [15:41<04:32, 27.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|█         | 864/8416 [00:06<01:01, 123.70it/s]
    Epoch 3:  78%|███████▊  | 26114/33666 [15:41<04:32, 27.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|█         | 865/8416 [00:06<01:01, 123.70it/s]
    Epoch 3:  78%|███████▊  | 26115/33666 [15:41<04:32, 27.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|█         | 866/8416 [00:07<01:01, 123.69it/s]
    Epoch 3:  78%|███████▊  | 26116/33666 [15:41<04:32, 27.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|█         | 867/8416 [00:07<01:01, 123.69it/s]
    Epoch 3:  78%|███████▊  | 26117/33666 [15:41<04:32, 27.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|█         | 868/8416 [00:07<01:01, 123.69it/s]
    Epoch 3:  78%|███████▊  | 26118/33666 [15:41<04:32, 27.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|█         | 869/8416 [00:07<01:01, 123.69it/s]
    Epoch 3:  78%|███████▊  | 26119/33666 [15:41<04:32, 27.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|█         | 870/8416 [00:07<01:01, 123.69it/s]
    Epoch 3:  78%|███████▊  | 26120/33666 [15:41<04:32, 27.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|█         | 871/8416 [00:07<01:01, 123.68it/s]
    Epoch 3:  78%|███████▊  | 26121/33666 [15:41<04:32, 27.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|█         | 872/8416 [00:07<01:00, 123.68it/s]
    Epoch 3:  78%|███████▊  | 26122/33666 [15:41<04:31, 27.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|█         | 873/8416 [00:07<01:00, 123.68it/s]
    Epoch 3:  78%|███████▊  | 26123/33666 [15:41<04:31, 27.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|█         | 874/8416 [00:07<01:00, 123.68it/s]
    Epoch 3:  78%|███████▊  | 26124/33666 [15:41<04:31, 27.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|█         | 875/8416 [00:07<01:00, 123.67it/s]
    Epoch 3:  78%|███████▊  | 26125/33666 [15:41<04:31, 27.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|█         | 876/8416 [00:07<01:00, 123.67it/s]
    Epoch 3:  78%|███████▊  | 26126/33666 [15:41<04:31, 27.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|█         | 877/8416 [00:07<01:00, 123.67it/s]
    Epoch 3:  78%|███████▊  | 26127/33666 [15:41<04:31, 27.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|█         | 878/8416 [00:07<01:00, 123.67it/s]
    Epoch 3:  78%|███████▊  | 26128/33666 [15:41<04:31, 27.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|█         | 879/8416 [00:07<01:00, 123.66it/s]
    Epoch 3:  78%|███████▊  | 26129/33666 [15:41<04:31, 27.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|█         | 880/8416 [00:07<01:00, 123.66it/s]
    Epoch 3:  78%|███████▊  | 26130/33666 [15:41<04:31, 27.75it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|█         | 881/8416 [00:07<01:00, 123.66it/s]
    Epoch 3:  78%|███████▊  | 26131/33666 [15:41<04:31, 27.75it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|█         | 882/8416 [00:07<01:00, 123.66it/s]
    Epoch 3:  78%|███████▊  | 26132/33666 [15:41<04:31, 27.75it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  10%|█         | 883/8416 [00:07<01:00, 123.65it/s]
    Epoch 3:  78%|███████▊  | 26133/33666 [15:41<04:31, 27.75it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 884/8416 [00:07<01:00, 123.65it/s]
    Epoch 3:  78%|███████▊  | 26134/33666 [15:41<04:31, 27.75it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 885/8416 [00:07<01:00, 123.65it/s]
    Epoch 3:  78%|███████▊  | 26135/33666 [15:41<04:31, 27.75it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 886/8416 [00:07<01:00, 123.65it/s]
    Epoch 3:  78%|███████▊  | 26136/33666 [15:41<04:31, 27.75it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 887/8416 [00:07<01:00, 123.65it/s]
    Epoch 3:  78%|███████▊  | 26137/33666 [15:41<04:31, 27.75it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 888/8416 [00:07<01:00, 123.64it/s]
    Epoch 3:  78%|███████▊  | 26138/33666 [15:41<04:31, 27.75it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 889/8416 [00:07<01:00, 123.64it/s]
    Epoch 3:  78%|███████▊  | 26139/33666 [15:41<04:31, 27.75it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 890/8416 [00:07<01:00, 123.64it/s]
    Epoch 3:  78%|███████▊  | 26140/33666 [15:41<04:31, 27.75it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 891/8416 [00:07<01:00, 123.63it/s]
    Epoch 3:  78%|███████▊  | 26141/33666 [15:41<04:31, 27.75it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 892/8416 [00:07<01:00, 123.63it/s]
    Epoch 3:  78%|███████▊  | 26142/33666 [15:41<04:31, 27.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 893/8416 [00:07<01:00, 123.63it/s]
    Epoch 3:  78%|███████▊  | 26143/33666 [15:41<04:31, 27.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 894/8416 [00:07<01:00, 123.63it/s]
    Epoch 3:  78%|███████▊  | 26144/33666 [15:41<04:30, 27.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 895/8416 [00:07<01:00, 123.63it/s]
    Epoch 3:  78%|███████▊  | 26145/33666 [15:41<04:30, 27.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 896/8416 [00:07<01:00, 123.61it/s]
    Epoch 3:  78%|███████▊  | 26146/33666 [15:41<04:30, 27.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 897/8416 [00:07<01:00, 123.61it/s]
    Epoch 3:  78%|███████▊  | 26147/33666 [15:41<04:30, 27.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 898/8416 [00:07<01:00, 123.61it/s]
    Epoch 3:  78%|███████▊  | 26148/33666 [15:41<04:30, 27.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 899/8416 [00:07<01:00, 123.60it/s]
    Epoch 3:  78%|███████▊  | 26149/33666 [15:41<04:30, 27.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 900/8416 [00:07<01:00, 123.60it/s]
    Epoch 3:  78%|███████▊  | 26150/33666 [15:41<04:30, 27.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 901/8416 [00:07<01:00, 123.60it/s]
    Epoch 3:  78%|███████▊  | 26151/33666 [15:41<04:30, 27.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 902/8416 [00:07<01:00, 123.60it/s]
    Epoch 3:  78%|███████▊  | 26152/33666 [15:41<04:30, 27.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 903/8416 [00:07<01:00, 123.60it/s]
    Epoch 3:  78%|███████▊  | 26153/33666 [15:41<04:30, 27.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 904/8416 [00:07<01:00, 123.60it/s]
    Epoch 3:  78%|███████▊  | 26154/33666 [15:41<04:30, 27.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 905/8416 [00:07<01:00, 123.60it/s]
    Epoch 3:  78%|███████▊  | 26155/33666 [15:41<04:30, 27.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 906/8416 [00:07<01:00, 123.59it/s]
    Epoch 3:  78%|███████▊  | 26156/33666 [15:41<04:30, 27.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 907/8416 [00:07<01:00, 123.59it/s]
    Epoch 3:  78%|███████▊  | 26157/33666 [15:41<04:30, 27.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 908/8416 [00:07<01:00, 123.59it/s]
    Epoch 3:  78%|███████▊  | 26158/33666 [15:42<04:30, 27.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 909/8416 [00:07<01:00, 123.59it/s]
    Epoch 3:  78%|███████▊  | 26159/33666 [15:42<04:30, 27.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 910/8416 [00:07<01:00, 123.59it/s]
    Epoch 3:  78%|███████▊  | 26160/33666 [15:42<04:30, 27.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 911/8416 [00:07<01:00, 123.59it/s]
    Epoch 3:  78%|███████▊  | 26161/33666 [15:42<04:30, 27.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 912/8416 [00:07<01:00, 123.58it/s]
    Epoch 3:  78%|███████▊  | 26162/33666 [15:42<04:30, 27.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 913/8416 [00:07<01:00, 123.58it/s]
    Epoch 3:  78%|███████▊  | 26163/33666 [15:42<04:30, 27.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 914/8416 [00:07<01:00, 123.58it/s]
    Epoch 3:  78%|███████▊  | 26164/33666 [15:42<04:30, 27.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 915/8416 [00:07<01:00, 123.58it/s]
    Epoch 3:  78%|███████▊  | 26165/33666 [15:42<04:30, 27.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 916/8416 [00:07<01:00, 123.58it/s]
    Epoch 3:  78%|███████▊  | 26166/33666 [15:42<04:30, 27.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 917/8416 [00:07<01:00, 123.57it/s]
    Epoch 3:  78%|███████▊  | 26167/33666 [15:42<04:29, 27.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 918/8416 [00:07<01:00, 123.57it/s]
    Epoch 3:  78%|███████▊  | 26168/33666 [15:42<04:29, 27.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 919/8416 [00:07<01:00, 123.57it/s]
    Epoch 3:  78%|███████▊  | 26169/33666 [15:42<04:29, 27.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 920/8416 [00:07<01:00, 123.57it/s]
    Epoch 3:  78%|███████▊  | 26170/33666 [15:42<04:29, 27.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 921/8416 [00:07<01:00, 123.57it/s]
    Epoch 3:  78%|███████▊  | 26171/33666 [15:42<04:29, 27.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 922/8416 [00:07<01:00, 123.57it/s]
    Epoch 3:  78%|███████▊  | 26172/33666 [15:42<04:29, 27.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 923/8416 [00:07<01:00, 123.56it/s]
    Epoch 3:  78%|███████▊  | 26173/33666 [15:42<04:29, 27.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 924/8416 [00:07<01:00, 123.56it/s]
    Epoch 3:  78%|███████▊  | 26174/33666 [15:42<04:29, 27.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 925/8416 [00:07<01:00, 123.56it/s]
    Epoch 3:  78%|███████▊  | 26175/33666 [15:42<04:29, 27.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 926/8416 [00:07<01:00, 123.56it/s]
    Epoch 3:  78%|███████▊  | 26176/33666 [15:42<04:29, 27.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 927/8416 [00:07<01:00, 123.56it/s]
    Epoch 3:  78%|███████▊  | 26177/33666 [15:42<04:29, 27.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 928/8416 [00:07<01:00, 123.56it/s]
    Epoch 3:  78%|███████▊  | 26178/33666 [15:42<04:29, 27.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 929/8416 [00:07<01:00, 123.55it/s]
    Epoch 3:  78%|███████▊  | 26179/33666 [15:42<04:29, 27.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  11%|█         | 930/8416 [00:07<01:00, 123.55it/s]
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    Validation DataLoader 0:  11%|█▏        | 950/8416 [00:07<01:00, 123.52it/s]
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    Validation DataLoader 0:  11%|█▏        | 952/8416 [00:07<01:00, 123.51it/s]
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    Validation DataLoader 0:  11%|█▏        | 954/8416 [00:07<01:00, 123.51it/s]
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    Validation DataLoader 0:  11%|█▏        | 957/8416 [00:07<01:00, 123.50it/s]
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    Validation DataLoader 0:  11%|█▏        | 958/8416 [00:07<01:00, 123.50it/s]
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    Validation DataLoader 0:  11%|█▏        | 959/8416 [00:07<01:00, 123.50it/s]
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    Validation DataLoader 0:  11%|█▏        | 960/8416 [00:07<01:00, 123.49it/s]
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    Validation DataLoader 0:  11%|█▏        | 961/8416 [00:07<01:00, 123.49it/s]
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    Validation DataLoader 0:  11%|█▏        | 962/8416 [00:07<01:00, 123.48it/s]
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    Validation DataLoader 0:  11%|█▏        | 963/8416 [00:07<01:00, 123.48it/s]
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    Validation DataLoader 0:  12%|█▏        | 971/8416 [00:07<01:00, 123.47it/s]
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    Validation DataLoader 0:  12%|█▏        | 973/8416 [00:07<01:00, 123.47it/s]
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    Validation DataLoader 0:  12%|█▏        | 977/8416 [00:07<01:00, 123.35it/s]
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    Validation DataLoader 0:  12%|█▏        | 978/8416 [00:07<01:00, 123.35it/s]
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    Validation DataLoader 0:  12%|█▏        | 979/8416 [00:07<01:00, 123.36it/s]
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    Validation DataLoader 0:  12%|█▏        | 980/8416 [00:07<01:00, 123.36it/s]
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    Validation DataLoader 0:  12%|█▏        | 992/8416 [00:08<01:00, 123.36it/s]
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    Validation DataLoader 0:  12%|█▏        | 1009/8416 [00:08<01:00, 123.35it/s]
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    Validation DataLoader 0:  12%|█▏        | 1017/8416 [00:08<00:59, 123.35it/s]
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    Validation DataLoader 0:  12%|█▏        | 1018/8416 [00:08<00:59, 123.36it/s]
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    Validation DataLoader 0:  12%|█▏        | 1047/8416 [00:08<00:59, 123.22it/s]
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    Validation DataLoader 0:  13%|█▎        | 1067/8416 [00:08<00:59, 123.18it/s]
    Epoch 3:  78%|███████▊  | 26317/33666 [15:43<04:23, 27.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1068/8416 [00:08<00:59, 123.19it/s]
    Epoch 3:  78%|███████▊  | 26318/33666 [15:43<04:23, 27.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1069/8416 [00:08<00:59, 123.19it/s]
    Epoch 3:  78%|███████▊  | 26319/33666 [15:43<04:23, 27.90it/s, loss=3.31, v_num=0]

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    Validation DataLoader 0:  13%|█▎        | 1071/8416 [00:08<00:59, 123.19it/s]
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    Validation DataLoader 0:  13%|█▎        | 1072/8416 [00:08<00:59, 123.19it/s]
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    Validation DataLoader 0:  13%|█▎        | 1073/8416 [00:08<00:59, 123.19it/s]
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    Validation DataLoader 0:  13%|█▎        | 1074/8416 [00:08<00:59, 123.18it/s]
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    Validation DataLoader 0:  13%|█▎        | 1077/8416 [00:08<00:59, 123.18it/s]
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    Validation DataLoader 0:  13%|█▎        | 1078/8416 [00:08<00:59, 123.18it/s]
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    Validation DataLoader 0:  13%|█▎        | 1079/8416 [00:08<00:59, 123.18it/s]
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    Validation DataLoader 0:  13%|█▎        | 1080/8416 [00:08<00:59, 123.18it/s]
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    Validation DataLoader 0:  13%|█▎        | 1081/8416 [00:08<00:59, 123.18it/s]
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    Validation DataLoader 0:  13%|█▎        | 1082/8416 [00:08<00:59, 123.17it/s]
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    Validation DataLoader 0:  13%|█▎        | 1083/8416 [00:08<00:59, 123.17it/s]
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    Validation DataLoader 0:  13%|█▎        | 1085/8416 [00:08<00:59, 123.17it/s]
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    Validation DataLoader 0:  13%|█▎        | 1086/8416 [00:08<00:59, 123.17it/s]
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    Validation DataLoader 0:  13%|█▎        | 1092/8416 [00:08<00:59, 123.15it/s]
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    Validation DataLoader 0:  13%|█▎        | 1093/8416 [00:08<00:59, 123.15it/s]
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    Validation DataLoader 0:  13%|█▎        | 1108/8416 [00:08<00:59, 123.14it/s]
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    Validation DataLoader 0:  13%|█▎        | 1109/8416 [00:09<00:59, 123.14it/s]
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    Validation DataLoader 0:  13%|█▎        | 1110/8416 [00:09<00:59, 123.14it/s]
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    Epoch 3:  78%|███████▊  | 26362/33666 [15:43<04:21, 27.94it/s, loss=3.31, v_num=0]

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    Epoch 3:  78%|███████▊  | 26363/33666 [15:43<04:21, 27.94it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1114/8416 [00:09<00:59, 123.13it/s]
    Epoch 3:  78%|███████▊  | 26364/33666 [15:43<04:21, 27.94it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1115/8416 [00:09<00:59, 123.13it/s]
    Epoch 3:  78%|███████▊  | 26365/33666 [15:43<04:21, 27.94it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1116/8416 [00:09<00:59, 123.13it/s]
    Epoch 3:  78%|███████▊  | 26366/33666 [15:43<04:21, 27.94it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1117/8416 [00:09<00:59, 123.13it/s]
    Epoch 3:  78%|███████▊  | 26367/33666 [15:43<04:21, 27.94it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1118/8416 [00:09<00:59, 123.13it/s]
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    Validation DataLoader 0:  13%|█▎        | 1119/8416 [00:09<00:59, 123.13it/s]
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    Validation DataLoader 0:  13%|█▎        | 1121/8416 [00:09<00:59, 123.13it/s]
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    Validation DataLoader 0:  13%|█▎        | 1122/8416 [00:09<00:59, 123.13it/s]
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    Validation DataLoader 0:  13%|█▎        | 1123/8416 [00:09<00:59, 123.12it/s]
    Epoch 3:  78%|███████▊  | 26373/33666 [15:43<04:20, 27.94it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1124/8416 [00:09<00:59, 123.12it/s]
    Epoch 3:  78%|███████▊  | 26374/33666 [15:43<04:20, 27.94it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1125/8416 [00:09<00:59, 123.13it/s]
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    Validation DataLoader 0:  13%|█▎        | 1126/8416 [00:09<00:59, 123.13it/s]
    Epoch 3:  78%|███████▊  | 26376/33666 [15:43<04:20, 27.95it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1127/8416 [00:09<00:59, 123.13it/s]
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    Validation DataLoader 0:  13%|█▎        | 1128/8416 [00:09<00:59, 123.13it/s]
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    Validation DataLoader 0:  13%|█▎        | 1129/8416 [00:09<00:59, 123.13it/s]
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    Validation DataLoader 0:  13%|█▎        | 1130/8416 [00:09<00:59, 123.12it/s]
    Epoch 3:  78%|███████▊  | 26380/33666 [15:43<04:20, 27.95it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1131/8416 [00:09<00:59, 123.11it/s]
    Epoch 3:  78%|███████▊  | 26381/33666 [15:43<04:20, 27.95it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1132/8416 [00:09<00:59, 123.11it/s]
    Epoch 3:  78%|███████▊  | 26382/33666 [15:43<04:20, 27.95it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1133/8416 [00:09<00:59, 123.12it/s]
    Epoch 3:  78%|███████▊  | 26383/33666 [15:43<04:20, 27.95it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1134/8416 [00:09<00:59, 123.11it/s]
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    Validation DataLoader 0:  13%|█▎        | 1135/8416 [00:09<00:59, 123.12it/s]
    Epoch 3:  78%|███████▊  | 26385/33666 [15:43<04:20, 27.95it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  13%|█▎        | 1136/8416 [00:09<00:59, 123.12it/s]
    Epoch 3:  78%|███████▊  | 26386/33666 [15:43<04:20, 27.95it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1137/8416 [00:09<00:59, 123.12it/s]
    Epoch 3:  78%|███████▊  | 26387/33666 [15:43<04:20, 27.96it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1138/8416 [00:09<00:59, 123.11it/s]
    Epoch 3:  78%|███████▊  | 26388/33666 [15:43<04:20, 27.96it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1139/8416 [00:09<00:59, 123.11it/s]
    Epoch 3:  78%|███████▊  | 26389/33666 [15:43<04:20, 27.96it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1140/8416 [00:09<00:59, 123.11it/s]
    Epoch 3:  78%|███████▊  | 26390/33666 [15:43<04:20, 27.96it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1141/8416 [00:09<00:59, 123.11it/s]
    Epoch 3:  78%|███████▊  | 26391/33666 [15:43<04:20, 27.96it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1142/8416 [00:09<00:59, 123.11it/s]
    Epoch 3:  78%|███████▊  | 26392/33666 [15:43<04:20, 27.96it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1143/8416 [00:09<00:59, 123.11it/s]
    Epoch 3:  78%|███████▊  | 26393/33666 [15:43<04:20, 27.96it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1144/8416 [00:09<00:59, 123.11it/s]
    Epoch 3:  78%|███████▊  | 26394/33666 [15:43<04:20, 27.96it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1145/8416 [00:09<00:59, 123.11it/s]
    Epoch 3:  78%|███████▊  | 26395/33666 [15:43<04:20, 27.96it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1146/8416 [00:09<00:59, 123.10it/s]
    Epoch 3:  78%|███████▊  | 26396/33666 [15:43<04:19, 27.96it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1147/8416 [00:09<00:59, 123.10it/s]
    Epoch 3:  78%|███████▊  | 26397/33666 [15:43<04:19, 27.96it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1148/8416 [00:09<00:59, 123.10it/s]
    Epoch 3:  78%|███████▊  | 26398/33666 [15:43<04:19, 27.96it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1149/8416 [00:09<00:59, 123.10it/s]
    Epoch 3:  78%|███████▊  | 26399/33666 [15:43<04:19, 27.97it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1150/8416 [00:09<00:59, 123.10it/s]
    Epoch 3:  78%|███████▊  | 26400/33666 [15:43<04:19, 27.97it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1151/8416 [00:09<00:59, 123.10it/s]
    Epoch 3:  78%|███████▊  | 26401/33666 [15:44<04:19, 27.97it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1152/8416 [00:09<00:59, 123.09it/s]
    Epoch 3:  78%|███████▊  | 26402/33666 [15:44<04:19, 27.97it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1153/8416 [00:09<00:59, 123.09it/s]
    Epoch 3:  78%|███████▊  | 26403/33666 [15:44<04:19, 27.97it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1154/8416 [00:09<00:59, 123.08it/s]
    Epoch 3:  78%|███████▊  | 26404/33666 [15:44<04:19, 27.97it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1155/8416 [00:09<00:58, 123.08it/s]
    Epoch 3:  78%|███████▊  | 26405/33666 [15:44<04:19, 27.97it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1156/8416 [00:09<00:58, 123.08it/s]
    Epoch 3:  78%|███████▊  | 26406/33666 [15:44<04:19, 27.97it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▎        | 1157/8416 [00:09<00:58, 123.08it/s]
    Epoch 3:  78%|███████▊  | 26407/33666 [15:44<04:19, 27.97it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1158/8416 [00:09<00:58, 123.09it/s]
    Epoch 3:  78%|███████▊  | 26408/33666 [15:44<04:19, 27.97it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1159/8416 [00:09<00:58, 123.09it/s]
    Epoch 3:  78%|███████▊  | 26409/33666 [15:44<04:19, 27.97it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1160/8416 [00:09<00:58, 123.09it/s]
    Epoch 3:  78%|███████▊  | 26410/33666 [15:44<04:19, 27.97it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1161/8416 [00:09<00:58, 123.09it/s]
    Epoch 3:  78%|███████▊  | 26411/33666 [15:44<04:19, 27.98it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1162/8416 [00:09<00:58, 123.08it/s]
    Epoch 3:  78%|███████▊  | 26412/33666 [15:44<04:19, 27.98it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1163/8416 [00:09<00:58, 123.08it/s]
    Epoch 3:  78%|███████▊  | 26413/33666 [15:44<04:19, 27.98it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1164/8416 [00:09<00:58, 123.08it/s]
    Epoch 3:  78%|███████▊  | 26414/33666 [15:44<04:19, 27.98it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1165/8416 [00:09<00:58, 123.08it/s]
    Epoch 3:  78%|███████▊  | 26415/33666 [15:44<04:19, 27.98it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1166/8416 [00:09<00:58, 123.08it/s]
    Epoch 3:  78%|███████▊  | 26416/33666 [15:44<04:19, 27.98it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1167/8416 [00:09<00:58, 123.08it/s]
    Epoch 3:  78%|███████▊  | 26417/33666 [15:44<04:19, 27.98it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1168/8416 [00:09<00:58, 123.08it/s]
    Epoch 3:  78%|███████▊  | 26418/33666 [15:44<04:19, 27.98it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1169/8416 [00:09<00:58, 123.08it/s]
    Epoch 3:  78%|███████▊  | 26419/33666 [15:44<04:18, 27.98it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1170/8416 [00:09<00:58, 123.07it/s]
    Epoch 3:  78%|███████▊  | 26420/33666 [15:44<04:18, 27.98it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1171/8416 [00:09<00:58, 123.07it/s]
    Epoch 3:  78%|███████▊  | 26421/33666 [15:44<04:18, 27.98it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1172/8416 [00:09<00:58, 123.07it/s]
    Epoch 3:  78%|███████▊  | 26422/33666 [15:44<04:18, 27.98it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1173/8416 [00:09<00:58, 123.07it/s]
    Epoch 3:  78%|███████▊  | 26423/33666 [15:44<04:18, 27.98it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1174/8416 [00:09<00:58, 123.07it/s]
    Epoch 3:  78%|███████▊  | 26424/33666 [15:44<04:18, 27.99it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1175/8416 [00:09<00:58, 123.07it/s]
    Epoch 3:  78%|███████▊  | 26425/33666 [15:44<04:18, 27.99it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1176/8416 [00:09<00:58, 123.07it/s]
    Epoch 3:  78%|███████▊  | 26426/33666 [15:44<04:18, 27.99it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1177/8416 [00:09<00:58, 123.07it/s]
    Epoch 3:  78%|███████▊  | 26427/33666 [15:44<04:18, 27.99it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1178/8416 [00:09<00:58, 123.07it/s]
    Epoch 3:  79%|███████▊  | 26428/33666 [15:44<04:18, 27.99it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1179/8416 [00:09<00:58, 123.06it/s]
    Epoch 3:  79%|███████▊  | 26429/33666 [15:44<04:18, 27.99it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1180/8416 [00:09<00:58, 123.07it/s]
    Epoch 3:  79%|███████▊  | 26430/33666 [15:44<04:18, 27.99it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1181/8416 [00:09<00:58, 123.07it/s]
    Epoch 3:  79%|███████▊  | 26431/33666 [15:44<04:18, 27.99it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1182/8416 [00:09<00:58, 123.07it/s]
    Epoch 3:  79%|███████▊  | 26432/33666 [15:44<04:18, 27.99it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1183/8416 [00:09<00:58, 123.07it/s]
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    Validation DataLoader 0:  14%|█▍        | 1184/8416 [00:09<00:58, 123.07it/s]
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    Validation DataLoader 0:  14%|█▍        | 1185/8416 [00:09<00:58, 123.07it/s]
    Epoch 3:  79%|███████▊  | 26435/33666 [15:44<04:18, 27.99it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1186/8416 [00:09<00:58, 123.06it/s]
    Epoch 3:  79%|███████▊  | 26436/33666 [15:44<04:18, 28.00it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1187/8416 [00:09<00:58, 123.06it/s]
    Epoch 3:  79%|███████▊  | 26437/33666 [15:44<04:18, 28.00it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1188/8416 [00:09<00:58, 123.06it/s]
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    Validation DataLoader 0:  14%|█▍        | 1189/8416 [00:09<00:58, 123.06it/s]
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    Validation DataLoader 0:  14%|█▍        | 1191/8416 [00:09<00:58, 123.06it/s]
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    Validation DataLoader 0:  14%|█▍        | 1192/8416 [00:09<00:58, 123.06it/s]
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    Validation DataLoader 0:  14%|█▍        | 1193/8416 [00:09<00:58, 123.06it/s]
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    Validation DataLoader 0:  14%|█▍        | 1194/8416 [00:09<00:58, 123.05it/s]
    Epoch 3:  79%|███████▊  | 26444/33666 [15:44<04:17, 28.00it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  14%|█▍        | 1195/8416 [00:09<00:58, 123.05it/s]
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    Validation DataLoader 0:  14%|█▍        | 1196/8416 [00:09<00:58, 123.05it/s]
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    Validation DataLoader 0:  14%|█▍        | 1197/8416 [00:09<00:58, 123.05it/s]
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    Validation DataLoader 0:  14%|█▍        | 1198/8416 [00:09<00:58, 123.05it/s]
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    Validation DataLoader 0:  16%|█▌        | 1318/8416 [00:10<00:57, 122.95it/s]
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    Validation DataLoader 0:  16%|█▌        | 1321/8416 [00:10<00:57, 122.95it/s]
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    Validation DataLoader 0:  16%|█▌        | 1322/8416 [00:10<00:57, 122.95it/s]
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    Validation DataLoader 0:  16%|█▌        | 1323/8416 [00:10<00:57, 122.94it/s]
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    Validation DataLoader 0:  16%|█▌        | 1324/8416 [00:10<00:57, 122.94it/s]
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    Validation DataLoader 0:  16%|█▌        | 1330/8416 [00:10<00:57, 122.94it/s]
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    Validation DataLoader 0:  16%|█▌        | 1331/8416 [00:10<00:57, 122.94it/s]
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    Validation DataLoader 0:  16%|█▌        | 1333/8416 [00:10<00:57, 122.94it/s]
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    Validation DataLoader 0:  16%|█▌        | 1334/8416 [00:10<00:57, 122.94it/s]
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    Validation DataLoader 0:  16%|█▌        | 1335/8416 [00:10<00:57, 122.94it/s]
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    Validation DataLoader 0:  16%|█▌        | 1336/8416 [00:10<00:57, 122.94it/s]
    Epoch 3:  79%|███████▉  | 26586/33666 [15:45<04:11, 28.12it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1337/8416 [00:10<00:57, 122.94it/s]
    Epoch 3:  79%|███████▉  | 26587/33666 [15:45<04:11, 28.12it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1338/8416 [00:10<00:57, 122.94it/s]
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    Validation DataLoader 0:  16%|█▌        | 1339/8416 [00:10<00:57, 122.94it/s]
    Epoch 3:  79%|███████▉  | 26589/33666 [15:45<04:11, 28.12it/s, loss=3.31, v_num=0]

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    Validation DataLoader 0:  16%|█▌        | 1341/8416 [00:10<00:57, 122.94it/s]
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    Validation DataLoader 0:  16%|█▌        | 1342/8416 [00:10<00:57, 122.94it/s]
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    Validation DataLoader 0:  16%|█▌        | 1343/8416 [00:10<00:57, 122.94it/s]
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    Validation DataLoader 0:  16%|█▌        | 1344/8416 [00:10<00:57, 122.93it/s]
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    Validation DataLoader 0:  16%|█▌        | 1345/8416 [00:10<00:57, 122.93it/s]
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    Validation DataLoader 0:  16%|█▌        | 1346/8416 [00:10<00:57, 122.92it/s]
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    Validation DataLoader 0:  16%|█▌        | 1347/8416 [00:10<00:57, 122.92it/s]
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    Validation DataLoader 0:  16%|█▌        | 1348/8416 [00:10<00:57, 122.92it/s]
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    Validation DataLoader 0:  16%|█▌        | 1349/8416 [00:10<00:57, 122.89it/s]
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    Validation DataLoader 0:  16%|█▌        | 1351/8416 [00:10<00:57, 122.90it/s]
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    Validation DataLoader 0:  16%|█▌        | 1352/8416 [00:11<00:57, 122.90it/s]
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    Validation DataLoader 0:  16%|█▌        | 1353/8416 [00:11<00:57, 122.90it/s]
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    Validation DataLoader 0:  16%|█▌        | 1354/8416 [00:11<00:57, 122.89it/s]
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    Validation DataLoader 0:  16%|█▌        | 1355/8416 [00:11<00:57, 122.88it/s]
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    Validation DataLoader 0:  16%|█▌        | 1356/8416 [00:11<00:57, 122.87it/s]
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    Validation DataLoader 0:  16%|█▌        | 1357/8416 [00:11<00:57, 122.87it/s]
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    Validation DataLoader 0:  16%|█▌        | 1358/8416 [00:11<00:57, 122.87it/s]
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    Validation DataLoader 0:  16%|█▌        | 1359/8416 [00:11<00:57, 122.87it/s]
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    Validation DataLoader 0:  16%|█▌        | 1362/8416 [00:11<00:57, 122.87it/s]
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    Validation DataLoader 0:  16%|█▌        | 1363/8416 [00:11<00:57, 122.87it/s]
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    Validation DataLoader 0:  16%|█▋        | 1368/8416 [00:11<00:57, 122.88it/s]
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    Validation DataLoader 0:  16%|█▋        | 1377/8416 [00:11<00:57, 122.85it/s]
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    Validation DataLoader 0:  16%|█▋        | 1378/8416 [00:11<00:57, 122.78it/s]
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    Validation DataLoader 0:  17%|█▋        | 1393/8416 [00:11<00:57, 122.77it/s]
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    Validation DataLoader 0:  17%|█▋        | 1394/8416 [00:11<00:57, 122.77it/s]
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    Validation DataLoader 0:  17%|█▋        | 1396/8416 [00:11<00:57, 122.75it/s]
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    Validation DataLoader 0:  17%|█▋        | 1397/8416 [00:11<00:57, 122.75it/s]
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    Validation DataLoader 0:  17%|█▋        | 1398/8416 [00:11<00:57, 122.75it/s]
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    Validation DataLoader 0:  17%|█▋        | 1400/8416 [00:11<00:57, 122.74it/s]
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    Validation DataLoader 0:  17%|█▋        | 1402/8416 [00:11<00:57, 122.74it/s]
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    Validation DataLoader 0:  17%|█▋        | 1403/8416 [00:11<00:57, 122.75it/s]
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    Validation DataLoader 0:  17%|█▋        | 1404/8416 [00:11<00:57, 122.75it/s]
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    Validation DataLoader 0:  17%|█▋        | 1405/8416 [00:11<00:57, 122.75it/s]
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    Validation DataLoader 0:  17%|█▋        | 1406/8416 [00:11<00:57, 122.75it/s]
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    Validation DataLoader 0:  17%|█▋        | 1407/8416 [00:11<00:57, 122.75it/s]
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    Validation DataLoader 0:  17%|█▋        | 1408/8416 [00:11<00:57, 122.74it/s]
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    Validation DataLoader 0:  17%|█▋        | 1409/8416 [00:11<00:57, 122.74it/s]
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    Validation DataLoader 0:  17%|█▋        | 1427/8416 [00:11<00:56, 122.76it/s]
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    Validation DataLoader 0:  17%|█▋        | 1428/8416 [00:11<00:56, 122.76it/s]
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    Validation DataLoader 0:  17%|█▋        | 1429/8416 [00:11<00:56, 122.76it/s]
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    Validation DataLoader 0:  17%|█▋        | 1447/8416 [00:11<00:56, 122.72it/s]
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    Validation DataLoader 0:  17%|█▋        | 1470/8416 [00:11<00:56, 122.73it/s]
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    Validation DataLoader 0:  17%|█▋        | 1471/8416 [00:11<00:56, 122.72it/s]
    Epoch 3:  79%|███████▉  | 26721/33666 [15:46<04:06, 28.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1472/8416 [00:11<00:56, 122.71it/s]
    Epoch 3:  79%|███████▉  | 26722/33666 [15:46<04:05, 28.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1473/8416 [00:12<00:56, 122.72it/s]
    Epoch 3:  79%|███████▉  | 26723/33666 [15:46<04:05, 28.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1474/8416 [00:12<00:56, 122.72it/s]
    Epoch 3:  79%|███████▉  | 26724/33666 [15:46<04:05, 28.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1475/8416 [00:12<00:56, 122.72it/s]
    Epoch 3:  79%|███████▉  | 26725/33666 [15:46<04:05, 28.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1476/8416 [00:12<00:56, 122.72it/s]
    Epoch 3:  79%|███████▉  | 26726/33666 [15:46<04:05, 28.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1477/8416 [00:12<00:56, 122.72it/s]
    Epoch 3:  79%|███████▉  | 26727/33666 [15:46<04:05, 28.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1478/8416 [00:12<00:56, 122.72it/s]
    Epoch 3:  79%|███████▉  | 26728/33666 [15:46<04:05, 28.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1479/8416 [00:12<00:56, 122.72it/s]
    Epoch 3:  79%|███████▉  | 26729/33666 [15:46<04:05, 28.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1480/8416 [00:12<00:56, 122.72it/s]
    Epoch 3:  79%|███████▉  | 26730/33666 [15:46<04:05, 28.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1481/8416 [00:12<00:56, 122.72it/s]
    Epoch 3:  79%|███████▉  | 26731/33666 [15:46<04:05, 28.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1482/8416 [00:12<00:56, 122.72it/s]
    Epoch 3:  79%|███████▉  | 26732/33666 [15:46<04:05, 28.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1483/8416 [00:12<00:56, 122.72it/s]
    Epoch 3:  79%|███████▉  | 26733/33666 [15:46<04:05, 28.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1484/8416 [00:12<00:56, 122.73it/s]
    Epoch 3:  79%|███████▉  | 26734/33666 [15:46<04:05, 28.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1485/8416 [00:12<00:56, 122.73it/s]
    Epoch 3:  79%|███████▉  | 26735/33666 [15:46<04:05, 28.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1486/8416 [00:12<00:56, 122.73it/s]
    Epoch 3:  79%|███████▉  | 26736/33666 [15:46<04:05, 28.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1487/8416 [00:12<00:56, 122.72it/s]
    Epoch 3:  79%|███████▉  | 26737/33666 [15:46<04:05, 28.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1488/8416 [00:12<00:56, 122.72it/s]
    Epoch 3:  79%|███████▉  | 26738/33666 [15:46<04:05, 28.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1489/8416 [00:12<00:56, 122.72it/s]
    Epoch 3:  79%|███████▉  | 26739/33666 [15:46<04:05, 28.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1490/8416 [00:12<00:56, 122.72it/s]
    Epoch 3:  79%|███████▉  | 26740/33666 [15:46<04:05, 28.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1491/8416 [00:12<00:56, 122.72it/s]
    Epoch 3:  79%|███████▉  | 26741/33666 [15:46<04:05, 28.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1492/8416 [00:12<00:56, 122.71it/s]
    Epoch 3:  79%|███████▉  | 26742/33666 [15:46<04:05, 28.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1493/8416 [00:12<00:56, 122.71it/s]
    Epoch 3:  79%|███████▉  | 26743/33666 [15:46<04:05, 28.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1494/8416 [00:12<00:56, 122.71it/s]
    Epoch 3:  79%|███████▉  | 26744/33666 [15:46<04:05, 28.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1495/8416 [00:12<00:56, 122.70it/s]
    Epoch 3:  79%|███████▉  | 26745/33666 [15:46<04:05, 28.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1496/8416 [00:12<00:56, 122.69it/s]
    Epoch 3:  79%|███████▉  | 26746/33666 [15:46<04:04, 28.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1497/8416 [00:12<00:56, 122.70it/s]
    Epoch 3:  79%|███████▉  | 26747/33666 [15:46<04:04, 28.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1498/8416 [00:12<00:56, 122.69it/s]
    Epoch 3:  79%|███████▉  | 26748/33666 [15:46<04:04, 28.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1499/8416 [00:12<00:56, 122.69it/s]
    Epoch 3:  79%|███████▉  | 26749/33666 [15:46<04:04, 28.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1500/8416 [00:12<00:56, 122.69it/s]
    Epoch 3:  79%|███████▉  | 26750/33666 [15:46<04:04, 28.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1501/8416 [00:12<00:56, 122.68it/s]
    Epoch 3:  79%|███████▉  | 26751/33666 [15:46<04:04, 28.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1502/8416 [00:12<00:56, 122.68it/s]
    Epoch 3:  79%|███████▉  | 26752/33666 [15:46<04:04, 28.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1503/8416 [00:12<00:56, 122.67it/s]
    Epoch 3:  79%|███████▉  | 26753/33666 [15:46<04:04, 28.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1504/8416 [00:12<00:56, 122.67it/s]
    Epoch 3:  79%|███████▉  | 26754/33666 [15:46<04:04, 28.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1505/8416 [00:12<00:56, 122.68it/s]
    Epoch 3:  79%|███████▉  | 26755/33666 [15:46<04:04, 28.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1506/8416 [00:12<00:56, 122.68it/s]
    Epoch 3:  79%|███████▉  | 26756/33666 [15:46<04:04, 28.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1507/8416 [00:12<00:56, 122.68it/s]
    Epoch 3:  79%|███████▉  | 26757/33666 [15:46<04:04, 28.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1508/8416 [00:12<00:56, 122.68it/s]
    Epoch 3:  79%|███████▉  | 26758/33666 [15:46<04:04, 28.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1509/8416 [00:12<00:56, 122.68it/s]
    Epoch 3:  79%|███████▉  | 26759/33666 [15:46<04:04, 28.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1510/8416 [00:12<00:56, 122.68it/s]
    Epoch 3:  79%|███████▉  | 26760/33666 [15:46<04:04, 28.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1511/8416 [00:12<00:56, 122.68it/s]
    Epoch 3:  79%|███████▉  | 26761/33666 [15:46<04:04, 28.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1512/8416 [00:12<00:56, 122.68it/s]
    Epoch 3:  79%|███████▉  | 26762/33666 [15:46<04:04, 28.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1513/8416 [00:12<00:56, 122.68it/s]
    Epoch 3:  79%|███████▉  | 26763/33666 [15:46<04:04, 28.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1514/8416 [00:12<00:56, 122.68it/s]
    Epoch 3:  79%|███████▉  | 26764/33666 [15:46<04:04, 28.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1515/8416 [00:12<00:56, 122.69it/s]
    Epoch 3:  80%|███████▉  | 26765/33666 [15:47<04:04, 28.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1516/8416 [00:12<00:56, 122.69it/s]
    Epoch 3:  80%|███████▉  | 26766/33666 [15:47<04:04, 28.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1517/8416 [00:12<00:56, 122.69it/s]
    Epoch 3:  80%|███████▉  | 26767/33666 [15:47<04:04, 28.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1518/8416 [00:12<00:56, 122.69it/s]
    Epoch 3:  80%|███████▉  | 26768/33666 [15:47<04:04, 28.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1519/8416 [00:12<00:56, 122.68it/s]
    Epoch 3:  80%|███████▉  | 26769/33666 [15:47<04:04, 28.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1520/8416 [00:12<00:56, 122.68it/s]
    Epoch 3:  80%|███████▉  | 26770/33666 [15:47<04:03, 28.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1521/8416 [00:12<00:56, 122.68it/s]
    Epoch 3:  80%|███████▉  | 26771/33666 [15:47<04:03, 28.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1522/8416 [00:12<00:56, 122.69it/s]
    Epoch 3:  80%|███████▉  | 26772/33666 [15:47<04:03, 28.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1523/8416 [00:12<00:56, 122.69it/s]
    Epoch 3:  80%|███████▉  | 26773/33666 [15:47<04:03, 28.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1524/8416 [00:12<00:56, 122.69it/s]
    Epoch 3:  80%|███████▉  | 26774/33666 [15:47<04:03, 28.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1525/8416 [00:12<00:56, 122.69it/s]
    Epoch 3:  80%|███████▉  | 26775/33666 [15:47<04:03, 28.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1526/8416 [00:12<00:56, 122.69it/s]
    Epoch 3:  80%|███████▉  | 26776/33666 [15:47<04:03, 28.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1527/8416 [00:12<00:56, 122.69it/s]
    Epoch 3:  80%|███████▉  | 26777/33666 [15:47<04:03, 28.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1528/8416 [00:12<00:56, 122.69it/s]
    Epoch 3:  80%|███████▉  | 26778/33666 [15:47<04:03, 28.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1529/8416 [00:12<00:56, 122.69it/s]
    Epoch 3:  80%|███████▉  | 26779/33666 [15:47<04:03, 28.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1530/8416 [00:12<00:56, 122.69it/s]
    Epoch 3:  80%|███████▉  | 26780/33666 [15:47<04:03, 28.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1531/8416 [00:12<00:56, 122.69it/s]
    Epoch 3:  80%|███████▉  | 26781/33666 [15:47<04:03, 28.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1532/8416 [00:12<00:56, 122.69it/s]
    Epoch 3:  80%|███████▉  | 26782/33666 [15:47<04:03, 28.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1533/8416 [00:12<00:56, 122.70it/s]
    Epoch 3:  80%|███████▉  | 26783/33666 [15:47<04:03, 28.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1534/8416 [00:12<00:56, 122.70it/s]
    Epoch 3:  80%|███████▉  | 26784/33666 [15:47<04:03, 28.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1535/8416 [00:12<00:56, 122.69it/s]
    Epoch 3:  80%|███████▉  | 26785/33666 [15:47<04:03, 28.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1536/8416 [00:12<00:56, 122.68it/s]
    Epoch 3:  80%|███████▉  | 26786/33666 [15:47<04:03, 28.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1537/8416 [00:12<00:56, 122.68it/s]
    Epoch 3:  80%|███████▉  | 26787/33666 [15:47<04:03, 28.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1538/8416 [00:12<00:56, 122.68it/s]
    Epoch 3:  80%|███████▉  | 26788/33666 [15:47<04:03, 28.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1539/8416 [00:12<00:56, 122.69it/s]
    Epoch 3:  80%|███████▉  | 26789/33666 [15:47<04:03, 28.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1540/8416 [00:12<00:56, 122.69it/s]
    Epoch 3:  80%|███████▉  | 26790/33666 [15:47<04:03, 28.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1541/8416 [00:12<00:56, 122.69it/s]
    Epoch 3:  80%|███████▉  | 26791/33666 [15:47<04:03, 28.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1542/8416 [00:12<00:56, 122.69it/s]
    Epoch 3:  80%|███████▉  | 26792/33666 [15:47<04:03, 28.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1543/8416 [00:12<00:56, 122.69it/s]
    Epoch 3:  80%|███████▉  | 26793/33666 [15:47<04:02, 28.29it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1544/8416 [00:12<00:56, 122.68it/s]
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    Validation DataLoader 0:  18%|█▊        | 1545/8416 [00:12<00:56, 122.69it/s]
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    Validation DataLoader 0:  18%|█▊        | 1546/8416 [00:12<00:55, 122.69it/s]
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    Validation DataLoader 0:  18%|█▊        | 1547/8416 [00:12<00:55, 122.69it/s]
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    Validation DataLoader 0:  18%|█▊        | 1548/8416 [00:12<00:55, 122.69it/s]
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    Validation DataLoader 0:  18%|█▊        | 1549/8416 [00:12<00:55, 122.70it/s]
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    Validation DataLoader 0:  18%|█▊        | 1550/8416 [00:12<00:55, 122.70it/s]
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    Validation DataLoader 0:  18%|█▊        | 1551/8416 [00:12<00:55, 122.69it/s]
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    Validation DataLoader 0:  18%|█▊        | 1552/8416 [00:12<00:55, 122.69it/s]
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    Validation DataLoader 0:  18%|█▊        | 1553/8416 [00:12<00:55, 122.69it/s]
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    Validation DataLoader 0:  18%|█▊        | 1554/8416 [00:12<00:55, 122.70it/s]
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    Validation DataLoader 0:  18%|█▊        | 1555/8416 [00:12<00:55, 122.70it/s]
    Epoch 3:  80%|███████▉  | 26805/33666 [15:47<04:02, 28.30it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1556/8416 [00:12<00:55, 122.70it/s]
    Epoch 3:  80%|███████▉  | 26806/33666 [15:47<04:02, 28.30it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1557/8416 [00:12<00:55, 122.70it/s]
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    Validation DataLoader 0:  19%|█▊        | 1558/8416 [00:12<00:55, 122.70it/s]
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    Validation DataLoader 0:  19%|█▊        | 1559/8416 [00:12<00:55, 122.70it/s]
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    Validation DataLoader 0:  19%|█▊        | 1560/8416 [00:12<00:55, 122.70it/s]
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    Validation DataLoader 0:  19%|█▊        | 1567/8416 [00:12<00:55, 122.70it/s]
    Epoch 3:  80%|███████▉  | 26817/33666 [15:47<04:01, 28.31it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1568/8416 [00:12<00:55, 122.70it/s]
    Epoch 3:  80%|███████▉  | 26818/33666 [15:47<04:01, 28.31it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1569/8416 [00:12<00:55, 122.70it/s]
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    Validation DataLoader 0:  19%|█▊        | 1570/8416 [00:12<00:55, 122.71it/s]
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    Validation DataLoader 0:  19%|█▊        | 1571/8416 [00:12<00:55, 122.71it/s]
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    Validation DataLoader 0:  19%|█▊        | 1572/8416 [00:12<00:55, 122.71it/s]
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    Validation DataLoader 0:  19%|█▊        | 1573/8416 [00:12<00:55, 122.71it/s]
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    Validation DataLoader 0:  19%|█▊        | 1574/8416 [00:12<00:55, 122.71it/s]
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    Validation DataLoader 0:  19%|█▊        | 1575/8416 [00:12<00:55, 122.71it/s]
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    Validation DataLoader 0:  19%|█▊        | 1576/8416 [00:12<00:55, 122.71it/s]
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    Validation DataLoader 0:  19%|█▊        | 1577/8416 [00:12<00:55, 122.71it/s]
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    Validation DataLoader 0:  19%|█▉        | 1578/8416 [00:12<00:55, 122.71it/s]
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    Validation DataLoader 0:  19%|█▉        | 1579/8416 [00:12<00:55, 122.71it/s]
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    Validation DataLoader 0:  19%|█▉        | 1580/8416 [00:12<00:55, 122.71it/s]
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    Validation DataLoader 0:  19%|█▉        | 1581/8416 [00:12<00:55, 122.72it/s]
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    Validation DataLoader 0:  19%|█▉        | 1582/8416 [00:12<00:55, 122.72it/s]
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    Validation DataLoader 0:  19%|█▉        | 1583/8416 [00:12<00:55, 122.71it/s]
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    Validation DataLoader 0:  19%|█▉        | 1584/8416 [00:12<00:55, 122.71it/s]
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    Validation DataLoader 0:  19%|█▉        | 1585/8416 [00:12<00:55, 122.71it/s]
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    Validation DataLoader 0:  19%|█▉        | 1586/8416 [00:12<00:55, 122.72it/s]
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    Validation DataLoader 0:  19%|█▉        | 1587/8416 [00:12<00:55, 122.72it/s]
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    Validation DataLoader 0:  19%|█▉        | 1588/8416 [00:12<00:55, 122.72it/s]
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    Validation DataLoader 0:  19%|█▉        | 1589/8416 [00:12<00:55, 122.72it/s]
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    Validation DataLoader 0:  19%|█▉        | 1590/8416 [00:12<00:55, 122.72it/s]
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    Validation DataLoader 0:  19%|█▉        | 1591/8416 [00:12<00:55, 122.72it/s]
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    Validation DataLoader 0:  19%|█▉        | 1592/8416 [00:12<00:55, 122.72it/s]
    Epoch 3:  80%|███████▉  | 26842/33666 [15:47<04:00, 28.33it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1593/8416 [00:12<00:55, 122.72it/s]
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    Validation DataLoader 0:  19%|█▉        | 1594/8416 [00:12<00:55, 122.72it/s]
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    Validation DataLoader 0:  19%|█▉        | 1595/8416 [00:12<00:55, 122.72it/s]
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    Validation DataLoader 0:  19%|█▉        | 1596/8416 [00:13<00:55, 122.72it/s]
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    Validation DataLoader 0:  19%|█▉        | 1597/8416 [00:13<00:55, 122.73it/s]
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    Validation DataLoader 0:  19%|█▉        | 1598/8416 [00:13<00:55, 122.73it/s]
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    Validation DataLoader 0:  19%|█▉        | 1599/8416 [00:13<00:55, 122.72it/s]
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    Validation DataLoader 0:  19%|█▉        | 1600/8416 [00:13<00:55, 122.71it/s]
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    Validation DataLoader 0:  19%|█▉        | 1601/8416 [00:13<00:55, 122.72it/s]
    Epoch 3:  80%|███████▉  | 26851/33666 [15:47<04:00, 28.33it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1602/8416 [00:13<00:55, 122.72it/s]
    Epoch 3:  80%|███████▉  | 26852/33666 [15:47<04:00, 28.33it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1603/8416 [00:13<00:55, 122.72it/s]
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    Validation DataLoader 0:  19%|█▉        | 1604/8416 [00:13<00:55, 122.72it/s]
    Epoch 3:  80%|███████▉  | 26854/33666 [15:47<04:00, 28.34it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1605/8416 [00:13<00:55, 122.72it/s]
    Epoch 3:  80%|███████▉  | 26855/33666 [15:47<04:00, 28.34it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1606/8416 [00:13<00:55, 122.73it/s]
    Epoch 3:  80%|███████▉  | 26856/33666 [15:47<04:00, 28.34it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1607/8416 [00:13<00:55, 122.72it/s]
    Epoch 3:  80%|███████▉  | 26857/33666 [15:47<04:00, 28.34it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1608/8416 [00:13<00:55, 122.72it/s]
    Epoch 3:  80%|███████▉  | 26858/33666 [15:47<04:00, 28.34it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1609/8416 [00:13<00:55, 122.72it/s]
    Epoch 3:  80%|███████▉  | 26859/33666 [15:47<04:00, 28.34it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1610/8416 [00:13<00:55, 122.72it/s]
    Epoch 3:  80%|███████▉  | 26860/33666 [15:47<04:00, 28.34it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1611/8416 [00:13<00:55, 122.73it/s]
    Epoch 3:  80%|███████▉  | 26861/33666 [15:47<04:00, 28.34it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1612/8416 [00:13<00:55, 122.73it/s]
    Epoch 3:  80%|███████▉  | 26862/33666 [15:47<04:00, 28.34it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1613/8416 [00:13<00:55, 122.73it/s]
    Epoch 3:  80%|███████▉  | 26863/33666 [15:47<04:00, 28.34it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1614/8416 [00:13<00:55, 122.73it/s]
    Epoch 3:  80%|███████▉  | 26864/33666 [15:47<03:59, 28.34it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1615/8416 [00:13<00:55, 122.73it/s]
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    Validation DataLoader 0:  19%|█▉        | 1616/8416 [00:13<00:55, 122.73it/s]
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    Validation DataLoader 0:  19%|█▉        | 1617/8416 [00:13<00:55, 122.73it/s]
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    Validation DataLoader 0:  19%|█▉        | 1618/8416 [00:13<00:55, 122.73it/s]
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    Validation DataLoader 0:  19%|█▉        | 1619/8416 [00:13<00:55, 122.73it/s]
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    Validation DataLoader 0:  19%|█▉        | 1620/8416 [00:13<00:55, 122.73it/s]
    Epoch 3:  80%|███████▉  | 26870/33666 [15:47<03:59, 28.35it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1621/8416 [00:13<00:55, 122.74it/s]
    Epoch 3:  80%|███████▉  | 26871/33666 [15:47<03:59, 28.35it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1622/8416 [00:13<00:55, 122.74it/s]
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    Validation DataLoader 0:  19%|█▉        | 1623/8416 [00:13<00:55, 122.73it/s]
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    Validation DataLoader 0:  19%|█▉        | 1624/8416 [00:13<00:55, 122.73it/s]
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    Validation DataLoader 0:  19%|█▉        | 1625/8416 [00:13<00:55, 122.74it/s]
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    Validation DataLoader 0:  19%|█▉        | 1626/8416 [00:13<00:55, 122.74it/s]
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    Validation DataLoader 0:  19%|█▉        | 1627/8416 [00:13<00:55, 122.74it/s]
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    Validation DataLoader 0:  19%|█▉        | 1628/8416 [00:13<00:55, 122.74it/s]
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    Validation DataLoader 0:  19%|█▉        | 1629/8416 [00:13<00:55, 122.74it/s]
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    Validation DataLoader 0:  19%|█▉        | 1630/8416 [00:13<00:55, 122.74it/s]
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    Validation DataLoader 0:  19%|█▉        | 1631/8416 [00:13<00:55, 122.74it/s]
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    Validation DataLoader 0:  19%|█▉        | 1632/8416 [00:13<00:55, 122.74it/s]
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    Validation DataLoader 0:  19%|█▉        | 1633/8416 [00:13<00:55, 122.74it/s]
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    Validation DataLoader 0:  19%|█▉        | 1634/8416 [00:13<00:55, 122.74it/s]
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    Validation DataLoader 0:  19%|█▉        | 1635/8416 [00:13<00:55, 122.75it/s]
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    Validation DataLoader 0:  19%|█▉        | 1636/8416 [00:13<00:55, 122.75it/s]
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    Validation DataLoader 0:  19%|█▉        | 1637/8416 [00:13<00:55, 122.75it/s]
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    Validation DataLoader 0:  19%|█▉        | 1638/8416 [00:13<00:55, 122.75it/s]
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    Validation DataLoader 0:  19%|█▉        | 1639/8416 [00:13<00:55, 122.75it/s]
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    Validation DataLoader 0:  19%|█▉        | 1640/8416 [00:13<00:55, 122.75it/s]
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    Validation DataLoader 0:  19%|█▉        | 1641/8416 [00:13<00:55, 122.75it/s]
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    Validation DataLoader 0:  20%|█▉        | 1642/8416 [00:13<00:55, 122.75it/s]
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    Validation DataLoader 0:  20%|█▉        | 1643/8416 [00:13<00:55, 122.75it/s]
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    Validation DataLoader 0:  20%|█▉        | 1644/8416 [00:13<00:55, 122.75it/s]
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    Validation DataLoader 0:  20%|█▉        | 1645/8416 [00:13<00:55, 122.76it/s]
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    Validation DataLoader 0:  20%|█▉        | 1646/8416 [00:13<00:55, 122.76it/s]
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    Validation DataLoader 0:  20%|█▉        | 1647/8416 [00:13<00:55, 122.75it/s]
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    Validation DataLoader 0:  20%|█▉        | 1648/8416 [00:13<00:55, 122.75it/s]
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    Validation DataLoader 0:  20%|█▉        | 1649/8416 [00:13<00:55, 122.75it/s]
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    Validation DataLoader 0:  20%|█▉        | 1650/8416 [00:13<00:55, 122.75it/s]
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    Validation DataLoader 0:  20%|█▉        | 1652/8416 [00:13<00:55, 122.76it/s]
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    Validation DataLoader 0:  20%|█▉        | 1654/8416 [00:13<00:55, 122.76it/s]
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    Validation DataLoader 0:  20%|█▉        | 1655/8416 [00:13<00:55, 122.76it/s]
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    Validation DataLoader 0:  20%|█▉        | 1656/8416 [00:13<00:55, 122.76it/s]
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    Validation DataLoader 0:  20%|█▉        | 1657/8416 [00:13<00:55, 122.76it/s]
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    Validation DataLoader 0:  20%|█▉        | 1660/8416 [00:13<00:55, 122.76it/s]
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    Validation DataLoader 0:  20%|█▉        | 1662/8416 [00:13<00:55, 122.77it/s]
    Epoch 3:  80%|███████▉  | 26912/33666 [15:48<03:57, 28.38it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1663/8416 [00:13<00:55, 122.76it/s]
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    Validation DataLoader 0:  20%|█▉        | 1664/8416 [00:13<00:55, 122.75it/s]
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    Validation DataLoader 0:  20%|█▉        | 1665/8416 [00:13<00:54, 122.75it/s]
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    Validation DataLoader 0:  20%|█▉        | 1666/8416 [00:13<00:54, 122.75it/s]
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    Validation DataLoader 0:  20%|█▉        | 1667/8416 [00:13<00:54, 122.76it/s]
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    Validation DataLoader 0:  20%|█▉        | 1668/8416 [00:13<00:54, 122.76it/s]
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    Validation DataLoader 0:  20%|█▉        | 1669/8416 [00:13<00:54, 122.76it/s]
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    Validation DataLoader 0:  20%|█▉        | 1670/8416 [00:13<00:54, 122.76it/s]
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    Validation DataLoader 0:  20%|█▉        | 1671/8416 [00:13<00:54, 122.76it/s]
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    Validation DataLoader 0:  20%|█▉        | 1672/8416 [00:13<00:54, 122.76it/s]
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    Validation DataLoader 0:  20%|█▉        | 1673/8416 [00:13<00:54, 122.76it/s]
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    Validation DataLoader 0:  20%|█▉        | 1674/8416 [00:13<00:54, 122.76it/s]
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    Validation DataLoader 0:  20%|█▉        | 1675/8416 [00:13<00:54, 122.76it/s]
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    Validation DataLoader 0:  20%|█▉        | 1676/8416 [00:13<00:54, 122.76it/s]
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    Validation DataLoader 0:  20%|█▉        | 1677/8416 [00:13<00:54, 122.76it/s]
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    Validation DataLoader 0:  20%|█▉        | 1678/8416 [00:13<00:54, 122.76it/s]
    Epoch 3:  80%|███████▉  | 26928/33666 [15:48<03:57, 28.40it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1679/8416 [00:13<00:54, 122.75it/s]
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    Validation DataLoader 0:  20%|█▉        | 1680/8416 [00:13<00:54, 122.75it/s]
    Epoch 3:  80%|███████▉  | 26930/33666 [15:48<03:57, 28.40it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1681/8416 [00:13<00:54, 122.75it/s]
    Epoch 3:  80%|███████▉  | 26931/33666 [15:48<03:57, 28.40it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1682/8416 [00:13<00:54, 122.75it/s]
    Epoch 3:  80%|███████▉  | 26932/33666 [15:48<03:57, 28.40it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1683/8416 [00:13<00:54, 122.74it/s]
    Epoch 3:  80%|████████  | 26933/33666 [15:48<03:57, 28.40it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|██        | 1684/8416 [00:13<00:54, 122.74it/s]
    Epoch 3:  80%|████████  | 26934/33666 [15:48<03:57, 28.40it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|██        | 1685/8416 [00:13<00:54, 122.75it/s]
    Epoch 3:  80%|████████  | 26935/33666 [15:48<03:56, 28.40it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|██        | 1686/8416 [00:13<00:54, 122.74it/s]
    Epoch 3:  80%|████████  | 26936/33666 [15:48<03:56, 28.40it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|██        | 1687/8416 [00:13<00:54, 122.74it/s]
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    Validation DataLoader 0:  20%|██        | 1688/8416 [00:13<00:54, 122.74it/s]
    Epoch 3:  80%|████████  | 26938/33666 [15:48<03:56, 28.40it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|██        | 1689/8416 [00:13<00:54, 122.74it/s]
    Epoch 3:  80%|████████  | 26939/33666 [15:48<03:56, 28.40it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|██        | 1690/8416 [00:13<00:54, 122.74it/s]
    Epoch 3:  80%|████████  | 26940/33666 [15:48<03:56, 28.40it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|██        | 1691/8416 [00:13<00:54, 122.74it/s]
    Epoch 3:  80%|████████  | 26941/33666 [15:48<03:56, 28.41it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|██        | 1692/8416 [00:13<00:54, 122.74it/s]
    Epoch 3:  80%|████████  | 26942/33666 [15:48<03:56, 28.41it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|██        | 1693/8416 [00:13<00:54, 122.73it/s]
    Epoch 3:  80%|████████  | 26943/33666 [15:48<03:56, 28.41it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|██        | 1694/8416 [00:13<00:54, 122.73it/s]
    Epoch 3:  80%|████████  | 26944/33666 [15:48<03:56, 28.41it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|██        | 1695/8416 [00:13<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 26945/33666 [15:48<03:56, 28.41it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|██        | 1696/8416 [00:13<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 26946/33666 [15:48<03:56, 28.41it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|██        | 1697/8416 [00:13<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 26947/33666 [15:48<03:56, 28.41it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|██        | 1698/8416 [00:13<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 26948/33666 [15:48<03:56, 28.41it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|██        | 1699/8416 [00:13<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 26949/33666 [15:48<03:56, 28.41it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|██        | 1700/8416 [00:13<00:54, 122.73it/s]
    Epoch 3:  80%|████████  | 26950/33666 [15:48<03:56, 28.41it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|██        | 1701/8416 [00:13<00:54, 122.73it/s]
    Epoch 3:  80%|████████  | 26951/33666 [15:48<03:56, 28.41it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|██        | 1702/8416 [00:13<00:54, 122.73it/s]
    Epoch 3:  80%|████████  | 26952/33666 [15:48<03:56, 28.41it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|██        | 1703/8416 [00:13<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 26953/33666 [15:48<03:56, 28.42it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|██        | 1704/8416 [00:13<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 26954/33666 [15:48<03:56, 28.42it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|██        | 1705/8416 [00:13<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 26955/33666 [15:48<03:56, 28.42it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|██        | 1706/8416 [00:13<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 26956/33666 [15:48<03:56, 28.42it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|██        | 1707/8416 [00:13<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 26957/33666 [15:48<03:56, 28.42it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|██        | 1708/8416 [00:13<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 26958/33666 [15:48<03:56, 28.42it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|██        | 1709/8416 [00:13<00:54, 122.73it/s]
    Epoch 3:  80%|████████  | 26959/33666 [15:48<03:55, 28.42it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|██        | 1710/8416 [00:13<00:54, 122.73it/s]
    Epoch 3:  80%|████████  | 26960/33666 [15:48<03:55, 28.42it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|██        | 1711/8416 [00:13<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 26961/33666 [15:48<03:55, 28.42it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|██        | 1712/8416 [00:13<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 26962/33666 [15:48<03:55, 28.42it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|██        | 1713/8416 [00:13<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 26963/33666 [15:48<03:55, 28.42it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|██        | 1714/8416 [00:13<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 26964/33666 [15:48<03:55, 28.42it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|██        | 1715/8416 [00:13<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 26965/33666 [15:48<03:55, 28.43it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|██        | 1716/8416 [00:13<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 26966/33666 [15:48<03:55, 28.43it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|██        | 1717/8416 [00:13<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 26967/33666 [15:48<03:55, 28.43it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|██        | 1718/8416 [00:13<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 26968/33666 [15:48<03:55, 28.43it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|██        | 1719/8416 [00:14<00:54, 122.71it/s]
    Epoch 3:  80%|████████  | 26969/33666 [15:48<03:55, 28.43it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|██        | 1720/8416 [00:14<00:54, 122.71it/s]
    Epoch 3:  80%|████████  | 26970/33666 [15:48<03:55, 28.43it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|██        | 1721/8416 [00:14<00:54, 122.71it/s]
    Epoch 3:  80%|████████  | 26971/33666 [15:48<03:55, 28.43it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|██        | 1722/8416 [00:14<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 26972/33666 [15:48<03:55, 28.43it/s, loss=3.31, v_num=0]

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    Epoch 3:  80%|████████  | 26973/33666 [15:48<03:55, 28.43it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|██        | 1724/8416 [00:14<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 26974/33666 [15:48<03:55, 28.43it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  20%|██        | 1725/8416 [00:14<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 26975/33666 [15:48<03:55, 28.43it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1726/8416 [00:14<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 26976/33666 [15:48<03:55, 28.43it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1727/8416 [00:14<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 26977/33666 [15:48<03:55, 28.43it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1728/8416 [00:14<00:54, 122.71it/s]
    Epoch 3:  80%|████████  | 26978/33666 [15:48<03:55, 28.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1729/8416 [00:14<00:54, 122.71it/s]
    Epoch 3:  80%|████████  | 26979/33666 [15:48<03:55, 28.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1730/8416 [00:14<00:54, 122.71it/s]
    Epoch 3:  80%|████████  | 26980/33666 [15:48<03:55, 28.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1731/8416 [00:14<00:54, 122.71it/s]
    Epoch 3:  80%|████████  | 26981/33666 [15:48<03:55, 28.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1732/8416 [00:14<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 26982/33666 [15:48<03:55, 28.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1733/8416 [00:14<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 26983/33666 [15:48<03:54, 28.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1734/8416 [00:14<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 26984/33666 [15:48<03:54, 28.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1735/8416 [00:14<00:54, 122.71it/s]
    Epoch 3:  80%|████████  | 26985/33666 [15:48<03:54, 28.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1736/8416 [00:14<00:54, 122.71it/s]
    Epoch 3:  80%|████████  | 26986/33666 [15:48<03:54, 28.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1737/8416 [00:14<00:54, 122.71it/s]
    Epoch 3:  80%|████████  | 26987/33666 [15:48<03:54, 28.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1738/8416 [00:14<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 26988/33666 [15:48<03:54, 28.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1739/8416 [00:14<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 26989/33666 [15:48<03:54, 28.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1740/8416 [00:14<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 26990/33666 [15:48<03:54, 28.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1741/8416 [00:14<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 26991/33666 [15:48<03:54, 28.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1742/8416 [00:14<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 26992/33666 [15:48<03:54, 28.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1743/8416 [00:14<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 26993/33666 [15:48<03:54, 28.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1744/8416 [00:14<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 26994/33666 [15:48<03:54, 28.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1745/8416 [00:14<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 26995/33666 [15:48<03:54, 28.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1746/8416 [00:14<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 26996/33666 [15:48<03:54, 28.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1747/8416 [00:14<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 26997/33666 [15:48<03:54, 28.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1748/8416 [00:14<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 26998/33666 [15:48<03:54, 28.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1749/8416 [00:14<00:54, 122.73it/s]
    Epoch 3:  80%|████████  | 26999/33666 [15:48<03:54, 28.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1750/8416 [00:14<00:54, 122.73it/s]
    Epoch 3:  80%|████████  | 27000/33666 [15:48<03:54, 28.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1751/8416 [00:14<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 27001/33666 [15:48<03:54, 28.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1752/8416 [00:14<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 27002/33666 [15:48<03:54, 28.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1753/8416 [00:14<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 27003/33666 [15:48<03:54, 28.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1754/8416 [00:14<00:54, 122.73it/s]
    Epoch 3:  80%|████████  | 27004/33666 [15:48<03:54, 28.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1755/8416 [00:14<00:54, 122.68it/s]
    Epoch 3:  80%|████████  | 27005/33666 [15:48<03:54, 28.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1756/8416 [00:14<00:54, 122.68it/s]
    Epoch 3:  80%|████████  | 27006/33666 [15:48<03:54, 28.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1757/8416 [00:14<00:54, 122.69it/s]
    Epoch 3:  80%|████████  | 27007/33666 [15:48<03:53, 28.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1758/8416 [00:14<00:54, 122.69it/s]
    Epoch 3:  80%|████████  | 27008/33666 [15:48<03:53, 28.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1759/8416 [00:14<00:54, 122.69it/s]
    Epoch 3:  80%|████████  | 27009/33666 [15:48<03:53, 28.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1760/8416 [00:14<00:54, 122.69it/s]
    Epoch 3:  80%|████████  | 27010/33666 [15:49<03:53, 28.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1761/8416 [00:14<00:54, 122.69it/s]
    Epoch 3:  80%|████████  | 27011/33666 [15:49<03:53, 28.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1762/8416 [00:14<00:54, 122.69it/s]
    Epoch 3:  80%|████████  | 27012/33666 [15:49<03:53, 28.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1763/8416 [00:14<00:54, 122.69it/s]
    Epoch 3:  80%|████████  | 27013/33666 [15:49<03:53, 28.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1764/8416 [00:14<00:54, 122.69it/s]
    Epoch 3:  80%|████████  | 27014/33666 [15:49<03:53, 28.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1765/8416 [00:14<00:54, 122.69it/s]
    Epoch 3:  80%|████████  | 27015/33666 [15:49<03:53, 28.47it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1766/8416 [00:14<00:54, 122.70it/s]
    Epoch 3:  80%|████████  | 27016/33666 [15:49<03:53, 28.47it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1767/8416 [00:14<00:54, 122.70it/s]
    Epoch 3:  80%|████████  | 27017/33666 [15:49<03:53, 28.47it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1768/8416 [00:14<00:54, 122.70it/s]
    Epoch 3:  80%|████████  | 27018/33666 [15:49<03:53, 28.47it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1769/8416 [00:14<00:54, 122.70it/s]
    Epoch 3:  80%|████████  | 27019/33666 [15:49<03:53, 28.47it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1770/8416 [00:14<00:54, 122.70it/s]
    Epoch 3:  80%|████████  | 27020/33666 [15:49<03:53, 28.47it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1771/8416 [00:14<00:54, 122.70it/s]
    Epoch 3:  80%|████████  | 27021/33666 [15:49<03:53, 28.47it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1772/8416 [00:14<00:54, 122.70it/s]
    Epoch 3:  80%|████████  | 27022/33666 [15:49<03:53, 28.47it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1773/8416 [00:14<00:54, 122.71it/s]
    Epoch 3:  80%|████████  | 27023/33666 [15:49<03:53, 28.47it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1774/8416 [00:14<00:54, 122.71it/s]
    Epoch 3:  80%|████████  | 27024/33666 [15:49<03:53, 28.47it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1775/8416 [00:14<00:54, 122.71it/s]
    Epoch 3:  80%|████████  | 27025/33666 [15:49<03:53, 28.47it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1776/8416 [00:14<00:54, 122.71it/s]
    Epoch 3:  80%|████████  | 27026/33666 [15:49<03:53, 28.47it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1777/8416 [00:14<00:54, 122.71it/s]
    Epoch 3:  80%|████████  | 27027/33666 [15:49<03:53, 28.48it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1778/8416 [00:14<00:54, 122.71it/s]
    Epoch 3:  80%|████████  | 27028/33666 [15:49<03:53, 28.48it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1779/8416 [00:14<00:54, 122.71it/s]
    Epoch 3:  80%|████████  | 27029/33666 [15:49<03:53, 28.48it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1780/8416 [00:14<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 27030/33666 [15:49<03:53, 28.48it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1781/8416 [00:14<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 27031/33666 [15:49<03:52, 28.48it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1782/8416 [00:14<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 27032/33666 [15:49<03:52, 28.48it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1783/8416 [00:14<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 27033/33666 [15:49<03:52, 28.48it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1784/8416 [00:14<00:54, 122.73it/s]
    Epoch 3:  80%|████████  | 27034/33666 [15:49<03:52, 28.48it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1785/8416 [00:14<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 27035/33666 [15:49<03:52, 28.48it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1786/8416 [00:14<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 27036/33666 [15:49<03:52, 28.48it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1787/8416 [00:14<00:54, 122.72it/s]
    Epoch 3:  80%|████████  | 27037/33666 [15:49<03:52, 28.48it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██        | 1788/8416 [00:14<00:54, 122.73it/s]
    Epoch 3:  80%|████████  | 27038/33666 [15:49<03:52, 28.48it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1789/8416 [00:14<00:53, 122.73it/s]
    Epoch 3:  80%|████████  | 27039/33666 [15:49<03:52, 28.49it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1790/8416 [00:14<00:53, 122.73it/s]
    Epoch 3:  80%|████████  | 27040/33666 [15:49<03:52, 28.49it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1791/8416 [00:14<00:53, 122.73it/s]
    Epoch 3:  80%|████████  | 27041/33666 [15:49<03:52, 28.49it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1792/8416 [00:14<00:53, 122.73it/s]
    Epoch 3:  80%|████████  | 27042/33666 [15:49<03:52, 28.49it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1793/8416 [00:14<00:53, 122.73it/s]
    Epoch 3:  80%|████████  | 27043/33666 [15:49<03:52, 28.49it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1794/8416 [00:14<00:53, 122.73it/s]
    Epoch 3:  80%|████████  | 27044/33666 [15:49<03:52, 28.49it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1795/8416 [00:14<00:53, 122.73it/s]
    Epoch 3:  80%|████████  | 27045/33666 [15:49<03:52, 28.49it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1796/8416 [00:14<00:53, 122.73it/s]
    Epoch 3:  80%|████████  | 27046/33666 [15:49<03:52, 28.49it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1797/8416 [00:14<00:53, 122.73it/s]
    Epoch 3:  80%|████████  | 27047/33666 [15:49<03:52, 28.49it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1798/8416 [00:14<00:53, 122.74it/s]
    Epoch 3:  80%|████████  | 27048/33666 [15:49<03:52, 28.49it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1799/8416 [00:14<00:53, 122.74it/s]
    Epoch 3:  80%|████████  | 27049/33666 [15:49<03:52, 28.49it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1800/8416 [00:14<00:53, 122.74it/s]
    Epoch 3:  80%|████████  | 27050/33666 [15:49<03:52, 28.49it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1801/8416 [00:14<00:53, 122.74it/s]
    Epoch 3:  80%|████████  | 27051/33666 [15:49<03:52, 28.49it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1802/8416 [00:14<00:53, 122.74it/s]
    Epoch 3:  80%|████████  | 27052/33666 [15:49<03:52, 28.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1803/8416 [00:14<00:53, 122.74it/s]
    Epoch 3:  80%|████████  | 27053/33666 [15:49<03:52, 28.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1804/8416 [00:14<00:53, 122.75it/s]
    Epoch 3:  80%|████████  | 27054/33666 [15:49<03:52, 28.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1805/8416 [00:14<00:53, 122.75it/s]
    Epoch 3:  80%|████████  | 27055/33666 [15:49<03:51, 28.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1806/8416 [00:14<00:53, 122.75it/s]
    Epoch 3:  80%|████████  | 27056/33666 [15:49<03:51, 28.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1807/8416 [00:14<00:53, 122.75it/s]
    Epoch 3:  80%|████████  | 27057/33666 [15:49<03:51, 28.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1808/8416 [00:14<00:53, 122.76it/s]
    Epoch 3:  80%|████████  | 27058/33666 [15:49<03:51, 28.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1809/8416 [00:14<00:53, 122.75it/s]
    Epoch 3:  80%|████████  | 27059/33666 [15:49<03:51, 28.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1810/8416 [00:14<00:53, 122.76it/s]
    Epoch 3:  80%|████████  | 27060/33666 [15:49<03:51, 28.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1811/8416 [00:14<00:53, 122.76it/s]
    Epoch 3:  80%|████████  | 27061/33666 [15:49<03:51, 28.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1812/8416 [00:14<00:53, 122.76it/s]
    Epoch 3:  80%|████████  | 27062/33666 [15:49<03:51, 28.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1813/8416 [00:14<00:53, 122.76it/s]
    Epoch 3:  80%|████████  | 27063/33666 [15:49<03:51, 28.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1814/8416 [00:14<00:53, 122.77it/s]
    Epoch 3:  80%|████████  | 27064/33666 [15:49<03:51, 28.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1815/8416 [00:14<00:53, 122.77it/s]
    Epoch 3:  80%|████████  | 27065/33666 [15:49<03:51, 28.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1816/8416 [00:14<00:53, 122.77it/s]
    Epoch 3:  80%|████████  | 27066/33666 [15:49<03:51, 28.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1817/8416 [00:14<00:53, 122.76it/s]
    Epoch 3:  80%|████████  | 27067/33666 [15:49<03:51, 28.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1818/8416 [00:14<00:53, 122.76it/s]
    Epoch 3:  80%|████████  | 27068/33666 [15:49<03:51, 28.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1819/8416 [00:14<00:53, 122.77it/s]
    Epoch 3:  80%|████████  | 27069/33666 [15:49<03:51, 28.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1820/8416 [00:14<00:53, 122.77it/s]
    Epoch 3:  80%|████████  | 27070/33666 [15:49<03:51, 28.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1821/8416 [00:14<00:53, 122.77it/s]
    Epoch 3:  80%|████████  | 27071/33666 [15:49<03:51, 28.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1822/8416 [00:14<00:53, 122.77it/s]
    Epoch 3:  80%|████████  | 27072/33666 [15:49<03:51, 28.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1823/8416 [00:14<00:53, 122.78it/s]
    Epoch 3:  80%|████████  | 27073/33666 [15:49<03:51, 28.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1824/8416 [00:14<00:53, 122.78it/s]
    Epoch 3:  80%|████████  | 27074/33666 [15:49<03:51, 28.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1825/8416 [00:14<00:53, 122.78it/s]
    Epoch 3:  80%|████████  | 27075/33666 [15:49<03:51, 28.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1826/8416 [00:14<00:53, 122.78it/s]
    Epoch 3:  80%|████████  | 27076/33666 [15:49<03:51, 28.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1827/8416 [00:14<00:53, 122.78it/s]
    Epoch 3:  80%|████████  | 27077/33666 [15:49<03:51, 28.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1828/8416 [00:14<00:53, 122.78it/s]
    Epoch 3:  80%|████████  | 27078/33666 [15:49<03:51, 28.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1829/8416 [00:14<00:53, 122.78it/s]
    Epoch 3:  80%|████████  | 27079/33666 [15:49<03:50, 28.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1830/8416 [00:14<00:53, 122.79it/s]
    Epoch 3:  80%|████████  | 27080/33666 [15:49<03:50, 28.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1831/8416 [00:14<00:53, 122.79it/s]
    Epoch 3:  80%|████████  | 27081/33666 [15:49<03:50, 28.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1832/8416 [00:14<00:53, 122.79it/s]
    Epoch 3:  80%|████████  | 27082/33666 [15:49<03:50, 28.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1833/8416 [00:14<00:53, 122.79it/s]
    Epoch 3:  80%|████████  | 27083/33666 [15:49<03:50, 28.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1834/8416 [00:14<00:53, 122.79it/s]
    Epoch 3:  80%|████████  | 27084/33666 [15:49<03:50, 28.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1835/8416 [00:14<00:53, 122.79it/s]
    Epoch 3:  80%|████████  | 27085/33666 [15:49<03:50, 28.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1836/8416 [00:14<00:53, 122.79it/s]
    Epoch 3:  80%|████████  | 27086/33666 [15:49<03:50, 28.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1837/8416 [00:14<00:53, 122.79it/s]
    Epoch 3:  80%|████████  | 27087/33666 [15:49<03:50, 28.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1838/8416 [00:14<00:53, 122.80it/s]
    Epoch 3:  80%|████████  | 27088/33666 [15:49<03:50, 28.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1839/8416 [00:14<00:53, 122.80it/s]
    Epoch 3:  80%|████████  | 27089/33666 [15:49<03:50, 28.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1840/8416 [00:14<00:53, 122.80it/s]
    Epoch 3:  80%|████████  | 27090/33666 [15:49<03:50, 28.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1841/8416 [00:14<00:53, 122.77it/s]
    Epoch 3:  80%|████████  | 27091/33666 [15:49<03:50, 28.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1842/8416 [00:15<00:53, 122.75it/s]
    Epoch 3:  80%|████████  | 27092/33666 [15:49<03:50, 28.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1843/8416 [00:15<00:53, 122.75it/s]
    Epoch 3:  80%|████████  | 27093/33666 [15:49<03:50, 28.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1844/8416 [00:15<00:53, 122.75it/s]
    Epoch 3:  80%|████████  | 27094/33666 [15:49<03:50, 28.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1845/8416 [00:15<00:53, 122.75it/s]
    Epoch 3:  80%|████████  | 27095/33666 [15:49<03:50, 28.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1846/8416 [00:15<00:53, 122.75it/s]
    Epoch 3:  80%|████████  | 27096/33666 [15:49<03:50, 28.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1847/8416 [00:15<00:53, 122.75it/s]
    Epoch 3:  80%|████████  | 27097/33666 [15:49<03:50, 28.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1848/8416 [00:15<00:53, 122.76it/s]
    Epoch 3:  80%|████████  | 27098/33666 [15:49<03:50, 28.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1849/8416 [00:15<00:53, 122.76it/s]
    Epoch 3:  80%|████████  | 27099/33666 [15:49<03:50, 28.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1850/8416 [00:15<00:53, 122.76it/s]
    Epoch 3:  80%|████████  | 27100/33666 [15:49<03:50, 28.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1851/8416 [00:15<00:53, 122.76it/s]
    Epoch 3:  80%|████████  | 27101/33666 [15:49<03:50, 28.54it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1852/8416 [00:15<00:53, 122.77it/s]
    Epoch 3:  81%|████████  | 27102/33666 [15:49<03:50, 28.54it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1853/8416 [00:15<00:53, 122.77it/s]
    Epoch 3:  81%|████████  | 27103/33666 [15:49<03:49, 28.54it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1854/8416 [00:15<00:53, 122.77it/s]
    Epoch 3:  81%|████████  | 27104/33666 [15:49<03:49, 28.54it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1855/8416 [00:15<00:53, 122.77it/s]
    Epoch 3:  81%|████████  | 27105/33666 [15:49<03:49, 28.54it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1856/8416 [00:15<00:53, 122.77it/s]
    Epoch 3:  81%|████████  | 27106/33666 [15:49<03:49, 28.54it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1857/8416 [00:15<00:53, 122.77it/s]
    Epoch 3:  81%|████████  | 27107/33666 [15:49<03:49, 28.54it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1858/8416 [00:15<00:53, 122.77it/s]
    Epoch 3:  81%|████████  | 27108/33666 [15:49<03:49, 28.54it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1859/8416 [00:15<00:53, 122.78it/s]
    Epoch 3:  81%|████████  | 27109/33666 [15:49<03:49, 28.54it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1860/8416 [00:15<00:53, 122.78it/s]
    Epoch 3:  81%|████████  | 27110/33666 [15:49<03:49, 28.54it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1861/8416 [00:15<00:53, 122.78it/s]
    Epoch 3:  81%|████████  | 27111/33666 [15:49<03:49, 28.54it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1862/8416 [00:15<00:53, 122.78it/s]
    Epoch 3:  81%|████████  | 27112/33666 [15:49<03:49, 28.54it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1863/8416 [00:15<00:53, 122.79it/s]
    Epoch 3:  81%|████████  | 27113/33666 [15:49<03:49, 28.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1864/8416 [00:15<00:53, 122.79it/s]
    Epoch 3:  81%|████████  | 27114/33666 [15:49<03:49, 28.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1865/8416 [00:15<00:53, 122.79it/s]
    Epoch 3:  81%|████████  | 27115/33666 [15:49<03:49, 28.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1866/8416 [00:15<00:53, 122.79it/s]
    Epoch 3:  81%|████████  | 27116/33666 [15:49<03:49, 28.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1867/8416 [00:15<00:53, 122.80it/s]
    Epoch 3:  81%|████████  | 27117/33666 [15:49<03:49, 28.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1868/8416 [00:15<00:53, 122.80it/s]
    Epoch 3:  81%|████████  | 27118/33666 [15:49<03:49, 28.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1869/8416 [00:15<00:53, 122.80it/s]
    Epoch 3:  81%|████████  | 27119/33666 [15:49<03:49, 28.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1870/8416 [00:15<00:53, 122.80it/s]
    Epoch 3:  81%|████████  | 27120/33666 [15:49<03:49, 28.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1871/8416 [00:15<00:53, 122.81it/s]
    Epoch 3:  81%|████████  | 27121/33666 [15:49<03:49, 28.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1872/8416 [00:15<00:53, 122.81it/s]
    Epoch 3:  81%|████████  | 27122/33666 [15:49<03:49, 28.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1873/8416 [00:15<00:53, 122.81it/s]
    Epoch 3:  81%|████████  | 27123/33666 [15:49<03:49, 28.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1874/8416 [00:15<00:53, 122.81it/s]
    Epoch 3:  81%|████████  | 27124/33666 [15:49<03:49, 28.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1875/8416 [00:15<00:53, 122.82it/s]
    Epoch 3:  81%|████████  | 27125/33666 [15:49<03:49, 28.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1876/8416 [00:15<00:53, 122.82it/s]
    Epoch 3:  81%|████████  | 27126/33666 [15:49<03:49, 28.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1877/8416 [00:15<00:53, 122.82it/s]
    Epoch 3:  81%|████████  | 27127/33666 [15:49<03:48, 28.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1878/8416 [00:15<00:53, 122.83it/s]
    Epoch 3:  81%|████████  | 27128/33666 [15:49<03:48, 28.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1879/8416 [00:15<00:53, 122.83it/s]
    Epoch 3:  81%|████████  | 27129/33666 [15:49<03:48, 28.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1880/8416 [00:15<00:53, 122.83it/s]
    Epoch 3:  81%|████████  | 27130/33666 [15:49<03:48, 28.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1881/8416 [00:15<00:53, 122.83it/s]
    Epoch 3:  81%|████████  | 27131/33666 [15:49<03:48, 28.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1882/8416 [00:15<00:53, 122.83it/s]
    Epoch 3:  81%|████████  | 27132/33666 [15:49<03:48, 28.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1883/8416 [00:15<00:53, 122.84it/s]
    Epoch 3:  81%|████████  | 27133/33666 [15:49<03:48, 28.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1884/8416 [00:15<00:53, 122.84it/s]
    Epoch 3:  81%|████████  | 27134/33666 [15:49<03:48, 28.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1885/8416 [00:15<00:53, 122.84it/s]
    Epoch 3:  81%|████████  | 27135/33666 [15:50<03:48, 28.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1886/8416 [00:15<00:53, 122.85it/s]
    Epoch 3:  81%|████████  | 27136/33666 [15:50<03:48, 28.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1887/8416 [00:15<00:53, 122.85it/s]
    Epoch 3:  81%|████████  | 27137/33666 [15:50<03:48, 28.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1888/8416 [00:15<00:53, 122.85it/s]
    Epoch 3:  81%|████████  | 27138/33666 [15:50<03:48, 28.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1889/8416 [00:15<00:53, 122.81it/s]
    Epoch 3:  81%|████████  | 27139/33666 [15:50<03:48, 28.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1890/8416 [00:15<00:53, 122.81it/s]
    Epoch 3:  81%|████████  | 27140/33666 [15:50<03:48, 28.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1891/8416 [00:15<00:53, 122.81it/s]
    Epoch 3:  81%|████████  | 27141/33666 [15:50<03:48, 28.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1892/8416 [00:15<00:53, 122.77it/s]
    Epoch 3:  81%|████████  | 27142/33666 [15:50<03:48, 28.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1893/8416 [00:15<00:53, 122.78it/s]
    Epoch 3:  81%|████████  | 27143/33666 [15:50<03:48, 28.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1894/8416 [00:15<00:53, 122.78it/s]
    Epoch 3:  81%|████████  | 27144/33666 [15:50<03:48, 28.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1895/8416 [00:15<00:53, 122.78it/s]
    Epoch 3:  81%|████████  | 27145/33666 [15:50<03:48, 28.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1896/8416 [00:15<00:53, 122.78it/s]
    Epoch 3:  81%|████████  | 27146/33666 [15:50<03:48, 28.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1897/8416 [00:15<00:53, 122.76it/s]
    Epoch 3:  81%|████████  | 27147/33666 [15:50<03:48, 28.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1898/8416 [00:15<00:53, 122.71it/s]
    Epoch 3:  81%|████████  | 27148/33666 [15:50<03:48, 28.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1899/8416 [00:15<00:53, 122.71it/s]
    Epoch 3:  81%|████████  | 27149/33666 [15:50<03:48, 28.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1900/8416 [00:15<00:53, 122.72it/s]
    Epoch 3:  81%|████████  | 27150/33666 [15:50<03:48, 28.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1901/8416 [00:15<00:53, 122.72it/s]
    Epoch 3:  81%|████████  | 27151/33666 [15:50<03:47, 28.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1902/8416 [00:15<00:53, 122.72it/s]
    Epoch 3:  81%|████████  | 27152/33666 [15:50<03:47, 28.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1903/8416 [00:15<00:53, 122.72it/s]
    Epoch 3:  81%|████████  | 27153/33666 [15:50<03:47, 28.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1904/8416 [00:15<00:53, 122.72it/s]
    Epoch 3:  81%|████████  | 27154/33666 [15:50<03:47, 28.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1905/8416 [00:15<00:53, 122.72it/s]
    Epoch 3:  81%|████████  | 27155/33666 [15:50<03:47, 28.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1906/8416 [00:15<00:53, 122.72it/s]
    Epoch 3:  81%|████████  | 27156/33666 [15:50<03:47, 28.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1907/8416 [00:15<00:53, 122.72it/s]
    Epoch 3:  81%|████████  | 27157/33666 [15:50<03:47, 28.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1908/8416 [00:15<00:53, 122.72it/s]
    Epoch 3:  81%|████████  | 27158/33666 [15:50<03:47, 28.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1909/8416 [00:15<00:53, 122.73it/s]
    Epoch 3:  81%|████████  | 27159/33666 [15:50<03:47, 28.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1910/8416 [00:15<00:53, 122.73it/s]
    Epoch 3:  81%|████████  | 27160/33666 [15:50<03:47, 28.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1911/8416 [00:15<00:53, 122.73it/s]
    Epoch 3:  81%|████████  | 27161/33666 [15:50<03:47, 28.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1912/8416 [00:15<00:52, 122.73it/s]
    Epoch 3:  81%|████████  | 27162/33666 [15:50<03:47, 28.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1913/8416 [00:15<00:52, 122.73it/s]
    Epoch 3:  81%|████████  | 27163/33666 [15:50<03:47, 28.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1914/8416 [00:15<00:52, 122.73it/s]
    Epoch 3:  81%|████████  | 27164/33666 [15:50<03:47, 28.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1915/8416 [00:15<00:52, 122.73it/s]
    Epoch 3:  81%|████████  | 27165/33666 [15:50<03:47, 28.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1916/8416 [00:15<00:52, 122.73it/s]
    Epoch 3:  81%|████████  | 27166/33666 [15:50<03:47, 28.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1917/8416 [00:15<00:52, 122.73it/s]
    Epoch 3:  81%|████████  | 27167/33666 [15:50<03:47, 28.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1918/8416 [00:15<00:52, 122.74it/s]
    Epoch 3:  81%|████████  | 27168/33666 [15:50<03:47, 28.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1919/8416 [00:15<00:52, 122.74it/s]
    Epoch 3:  81%|████████  | 27169/33666 [15:50<03:47, 28.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1920/8416 [00:15<00:52, 122.73it/s]
    Epoch 3:  81%|████████  | 27170/33666 [15:50<03:47, 28.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1921/8416 [00:15<00:52, 122.73it/s]
    Epoch 3:  81%|████████  | 27171/33666 [15:50<03:47, 28.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1922/8416 [00:15<00:52, 122.73it/s]
    Epoch 3:  81%|████████  | 27172/33666 [15:50<03:47, 28.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1923/8416 [00:15<00:52, 122.73it/s]
    Epoch 3:  81%|████████  | 27173/33666 [15:50<03:47, 28.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1924/8416 [00:15<00:52, 122.69it/s]
    Epoch 3:  81%|████████  | 27174/33666 [15:50<03:47, 28.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1925/8416 [00:15<00:52, 122.69it/s]
    Epoch 3:  81%|████████  | 27175/33666 [15:50<03:46, 28.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1926/8416 [00:15<00:52, 122.69it/s]
    Epoch 3:  81%|████████  | 27176/33666 [15:50<03:46, 28.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1927/8416 [00:15<00:52, 122.69it/s]
    Epoch 3:  81%|████████  | 27177/33666 [15:50<03:46, 28.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1928/8416 [00:15<00:52, 122.69it/s]
    Epoch 3:  81%|████████  | 27178/33666 [15:50<03:46, 28.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1929/8416 [00:15<00:52, 122.69it/s]
    Epoch 3:  81%|████████  | 27179/33666 [15:50<03:46, 28.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1930/8416 [00:15<00:52, 122.69it/s]
    Epoch 3:  81%|████████  | 27180/33666 [15:50<03:46, 28.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1931/8416 [00:15<00:52, 122.69it/s]
    Epoch 3:  81%|████████  | 27181/33666 [15:50<03:46, 28.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1932/8416 [00:15<00:52, 122.69it/s]
    Epoch 3:  81%|████████  | 27182/33666 [15:50<03:46, 28.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1933/8416 [00:15<00:52, 122.69it/s]
    Epoch 3:  81%|████████  | 27183/33666 [15:50<03:46, 28.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1934/8416 [00:15<00:52, 122.69it/s]
    Epoch 3:  81%|████████  | 27184/33666 [15:50<03:46, 28.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1935/8416 [00:15<00:52, 122.69it/s]
    Epoch 3:  81%|████████  | 27185/33666 [15:50<03:46, 28.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1936/8416 [00:15<00:52, 122.69it/s]
    Epoch 3:  81%|████████  | 27186/33666 [15:50<03:46, 28.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1937/8416 [00:15<00:52, 122.69it/s]
    Epoch 3:  81%|████████  | 27187/33666 [15:50<03:46, 28.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1938/8416 [00:15<00:52, 122.69it/s]
    Epoch 3:  81%|████████  | 27188/33666 [15:50<03:46, 28.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1939/8416 [00:15<00:52, 122.69it/s]
    Epoch 3:  81%|████████  | 27189/33666 [15:50<03:46, 28.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1940/8416 [00:15<00:52, 122.69it/s]
    Epoch 3:  81%|████████  | 27190/33666 [15:50<03:46, 28.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1941/8416 [00:15<00:52, 122.69it/s]
    Epoch 3:  81%|████████  | 27191/33666 [15:50<03:46, 28.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1942/8416 [00:15<00:52, 122.69it/s]
    Epoch 3:  81%|████████  | 27192/33666 [15:50<03:46, 28.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1943/8416 [00:15<00:52, 122.69it/s]
    Epoch 3:  81%|████████  | 27193/33666 [15:50<03:46, 28.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1944/8416 [00:15<00:52, 122.69it/s]
    Epoch 3:  81%|████████  | 27194/33666 [15:50<03:46, 28.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1945/8416 [00:15<00:52, 122.69it/s]
    Epoch 3:  81%|████████  | 27195/33666 [15:50<03:46, 28.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1946/8416 [00:15<00:52, 122.69it/s]
    Epoch 3:  81%|████████  | 27196/33666 [15:50<03:46, 28.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1947/8416 [00:15<00:52, 122.68it/s]
    Epoch 3:  81%|████████  | 27197/33666 [15:50<03:46, 28.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1948/8416 [00:15<00:52, 122.68it/s]
    Epoch 3:  81%|████████  | 27198/33666 [15:50<03:46, 28.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1949/8416 [00:15<00:52, 122.68it/s]
    Epoch 3:  81%|████████  | 27199/33666 [15:50<03:46, 28.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1950/8416 [00:15<00:52, 122.68it/s]
    Epoch 3:  81%|████████  | 27200/33666 [15:50<03:45, 28.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1951/8416 [00:15<00:52, 122.68it/s]
    Epoch 3:  81%|████████  | 27201/33666 [15:50<03:45, 28.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1952/8416 [00:15<00:52, 122.68it/s]
    Epoch 3:  81%|████████  | 27202/33666 [15:50<03:45, 28.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1953/8416 [00:15<00:52, 122.68it/s]
    Epoch 3:  81%|████████  | 27203/33666 [15:50<03:45, 28.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1954/8416 [00:15<00:52, 122.68it/s]
    Epoch 3:  81%|████████  | 27204/33666 [15:50<03:45, 28.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1955/8416 [00:15<00:52, 122.68it/s]
    Epoch 3:  81%|████████  | 27205/33666 [15:50<03:45, 28.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1956/8416 [00:15<00:52, 122.67it/s]
    Epoch 3:  81%|████████  | 27206/33666 [15:50<03:45, 28.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1957/8416 [00:15<00:52, 122.67it/s]
    Epoch 3:  81%|████████  | 27207/33666 [15:50<03:45, 28.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1958/8416 [00:15<00:52, 122.67it/s]
    Epoch 3:  81%|████████  | 27208/33666 [15:50<03:45, 28.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1959/8416 [00:15<00:52, 122.67it/s]
    Epoch 3:  81%|████████  | 27209/33666 [15:50<03:45, 28.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1960/8416 [00:15<00:52, 122.67it/s]
    Epoch 3:  81%|████████  | 27210/33666 [15:50<03:45, 28.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1961/8416 [00:15<00:52, 122.67it/s]
    Epoch 3:  81%|████████  | 27211/33666 [15:50<03:45, 28.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1962/8416 [00:15<00:52, 122.67it/s]
    Epoch 3:  81%|████████  | 27212/33666 [15:50<03:45, 28.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1963/8416 [00:16<00:52, 122.67it/s]
    Epoch 3:  81%|████████  | 27213/33666 [15:50<03:45, 28.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1964/8416 [00:16<00:52, 122.66it/s]
    Epoch 3:  81%|████████  | 27214/33666 [15:50<03:45, 28.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1965/8416 [00:16<00:52, 122.66it/s]
    Epoch 3:  81%|████████  | 27215/33666 [15:50<03:45, 28.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1966/8416 [00:16<00:52, 122.66it/s]
    Epoch 3:  81%|████████  | 27216/33666 [15:50<03:45, 28.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1967/8416 [00:16<00:52, 122.66it/s]
    Epoch 3:  81%|████████  | 27217/33666 [15:50<03:45, 28.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1968/8416 [00:16<00:52, 122.66it/s]
    Epoch 3:  81%|████████  | 27218/33666 [15:50<03:45, 28.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1969/8416 [00:16<00:52, 122.62it/s]
    Epoch 3:  81%|████████  | 27219/33666 [15:50<03:45, 28.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1970/8416 [00:16<00:52, 122.62it/s]
    Epoch 3:  81%|████████  | 27220/33666 [15:50<03:45, 28.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1971/8416 [00:16<00:52, 122.63it/s]
    Epoch 3:  81%|████████  | 27221/33666 [15:50<03:45, 28.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1972/8416 [00:16<00:52, 122.63it/s]
    Epoch 3:  81%|████████  | 27222/33666 [15:50<03:45, 28.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1973/8416 [00:16<00:52, 122.63it/s]
    Epoch 3:  81%|████████  | 27223/33666 [15:50<03:45, 28.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1974/8416 [00:16<00:52, 122.63it/s]
    Epoch 3:  81%|████████  | 27224/33666 [15:50<03:44, 28.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1975/8416 [00:16<00:52, 122.62it/s]
    Epoch 3:  81%|████████  | 27225/33666 [15:50<03:44, 28.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1976/8416 [00:16<00:52, 122.62it/s]
    Epoch 3:  81%|████████  | 27226/33666 [15:50<03:44, 28.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1977/8416 [00:16<00:52, 122.62it/s]
    Epoch 3:  81%|████████  | 27227/33666 [15:50<03:44, 28.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1978/8416 [00:16<00:52, 122.62it/s]
    Epoch 3:  81%|████████  | 27228/33666 [15:50<03:44, 28.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1979/8416 [00:16<00:52, 122.63it/s]
    Epoch 3:  81%|████████  | 27229/33666 [15:50<03:44, 28.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1980/8416 [00:16<00:52, 122.63it/s]
    Epoch 3:  81%|████████  | 27230/33666 [15:50<03:44, 28.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1981/8416 [00:16<00:52, 122.63it/s]
    Epoch 3:  81%|████████  | 27231/33666 [15:50<03:44, 28.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1982/8416 [00:16<00:52, 122.63it/s]
    Epoch 3:  81%|████████  | 27232/33666 [15:50<03:44, 28.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1983/8416 [00:16<00:52, 122.63it/s]
    Epoch 3:  81%|████████  | 27233/33666 [15:50<03:44, 28.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1984/8416 [00:16<00:52, 122.62it/s]
    Epoch 3:  81%|████████  | 27234/33666 [15:50<03:44, 28.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1985/8416 [00:16<00:52, 122.62it/s]
    Epoch 3:  81%|████████  | 27235/33666 [15:50<03:44, 28.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1986/8416 [00:16<00:52, 122.62it/s]
    Epoch 3:  81%|████████  | 27236/33666 [15:50<03:44, 28.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1987/8416 [00:16<00:52, 122.62it/s]
    Epoch 3:  81%|████████  | 27237/33666 [15:50<03:44, 28.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1988/8416 [00:16<00:52, 122.62it/s]
    Epoch 3:  81%|████████  | 27238/33666 [15:50<03:44, 28.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1989/8416 [00:16<00:52, 122.63it/s]
    Epoch 3:  81%|████████  | 27239/33666 [15:50<03:44, 28.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1990/8416 [00:16<00:52, 122.63it/s]
    Epoch 3:  81%|████████  | 27240/33666 [15:50<03:44, 28.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1991/8416 [00:16<00:52, 122.62it/s]
    Epoch 3:  81%|████████  | 27241/33666 [15:50<03:44, 28.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1992/8416 [00:16<00:52, 122.62it/s]
    Epoch 3:  81%|████████  | 27242/33666 [15:50<03:44, 28.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1993/8416 [00:16<00:52, 122.62it/s]
    Epoch 3:  81%|████████  | 27243/33666 [15:50<03:44, 28.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1994/8416 [00:16<00:52, 122.62it/s]
    Epoch 3:  81%|████████  | 27244/33666 [15:50<03:44, 28.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1995/8416 [00:16<00:52, 122.62it/s]
    Epoch 3:  81%|████████  | 27245/33666 [15:50<03:44, 28.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1996/8416 [00:16<00:52, 122.63it/s]
    Epoch 3:  81%|████████  | 27246/33666 [15:50<03:44, 28.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1997/8416 [00:16<00:52, 122.63it/s]
    Epoch 3:  81%|████████  | 27247/33666 [15:50<03:44, 28.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1998/8416 [00:16<00:52, 122.63it/s]
    Epoch 3:  81%|████████  | 27248/33666 [15:50<03:43, 28.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 1999/8416 [00:16<00:52, 122.62it/s]
    Epoch 3:  81%|████████  | 27249/33666 [15:50<03:43, 28.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2000/8416 [00:16<00:52, 122.62it/s]
    Epoch 3:  81%|████████  | 27250/33666 [15:50<03:43, 28.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2001/8416 [00:16<00:52, 122.62it/s]
    Epoch 3:  81%|████████  | 27251/33666 [15:50<03:43, 28.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2002/8416 [00:16<00:52, 122.62it/s]
    Epoch 3:  81%|████████  | 27252/33666 [15:50<03:43, 28.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2003/8416 [00:16<00:52, 122.63it/s]
    Epoch 3:  81%|████████  | 27253/33666 [15:50<03:43, 28.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2004/8416 [00:16<00:52, 122.63it/s]
    Epoch 3:  81%|████████  | 27254/33666 [15:50<03:43, 28.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2005/8416 [00:16<00:52, 122.63it/s]
    Epoch 3:  81%|████████  | 27255/33666 [15:51<03:43, 28.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2006/8416 [00:16<00:52, 122.63it/s]
    Epoch 3:  81%|████████  | 27256/33666 [15:51<03:43, 28.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2007/8416 [00:16<00:52, 122.62it/s]
    Epoch 3:  81%|████████  | 27257/33666 [15:51<03:43, 28.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2008/8416 [00:16<00:52, 122.62it/s]
    Epoch 3:  81%|████████  | 27258/33666 [15:51<03:43, 28.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2009/8416 [00:16<00:52, 122.62it/s]
    Epoch 3:  81%|████████  | 27259/33666 [15:51<03:43, 28.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2010/8416 [00:16<00:52, 122.62it/s]
    Epoch 3:  81%|████████  | 27260/33666 [15:51<03:43, 28.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2011/8416 [00:16<00:52, 122.63it/s]
    Epoch 3:  81%|████████  | 27261/33666 [15:51<03:43, 28.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2012/8416 [00:16<00:52, 122.63it/s]
    Epoch 3:  81%|████████  | 27262/33666 [15:51<03:43, 28.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2013/8416 [00:16<00:52, 122.63it/s]
    Epoch 3:  81%|████████  | 27263/33666 [15:51<03:43, 28.67it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2014/8416 [00:16<00:52, 122.63it/s]
    Epoch 3:  81%|████████  | 27264/33666 [15:51<03:43, 28.67it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2015/8416 [00:16<00:52, 122.63it/s]
    Epoch 3:  81%|████████  | 27265/33666 [15:51<03:43, 28.67it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2016/8416 [00:16<00:52, 122.62it/s]
    Epoch 3:  81%|████████  | 27266/33666 [15:51<03:43, 28.67it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2017/8416 [00:16<00:52, 122.58it/s]
    Epoch 3:  81%|████████  | 27267/33666 [15:51<03:43, 28.67it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2018/8416 [00:16<00:52, 122.58it/s]
    Epoch 3:  81%|████████  | 27268/33666 [15:51<03:43, 28.67it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2019/8416 [00:16<00:52, 122.58it/s]
    Epoch 3:  81%|████████  | 27269/33666 [15:51<03:43, 28.67it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2020/8416 [00:16<00:52, 122.58it/s]
    Epoch 3:  81%|████████  | 27270/33666 [15:51<03:43, 28.67it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2021/8416 [00:16<00:52, 122.58it/s]
    Epoch 3:  81%|████████  | 27271/33666 [15:51<03:43, 28.67it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2022/8416 [00:16<00:52, 122.59it/s]
    Epoch 3:  81%|████████  | 27272/33666 [15:51<03:43, 28.67it/s, loss=3.31, v_num=0]

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    Epoch 3:  81%|████████  | 27273/33666 [15:51<03:42, 28.67it/s, loss=3.31, v_num=0]

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    Epoch 3:  81%|████████  | 27274/33666 [15:51<03:42, 28.67it/s, loss=3.31, v_num=0]

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    Epoch 3:  81%|████████  | 27275/33666 [15:51<03:42, 28.68it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2026/8416 [00:16<00:52, 122.59it/s]
    Epoch 3:  81%|████████  | 27276/33666 [15:51<03:42, 28.68it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2027/8416 [00:16<00:52, 122.60it/s]
    Epoch 3:  81%|████████  | 27277/33666 [15:51<03:42, 28.68it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2028/8416 [00:16<00:52, 122.60it/s]
    Epoch 3:  81%|████████  | 27278/33666 [15:51<03:42, 28.68it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2029/8416 [00:16<00:52, 122.60it/s]
    Epoch 3:  81%|████████  | 27279/33666 [15:51<03:42, 28.68it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2030/8416 [00:16<00:52, 122.60it/s]
    Epoch 3:  81%|████████  | 27280/33666 [15:51<03:42, 28.68it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2031/8416 [00:16<00:52, 122.61it/s]
    Epoch 3:  81%|████████  | 27281/33666 [15:51<03:42, 28.68it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2032/8416 [00:16<00:52, 122.61it/s]
    Epoch 3:  81%|████████  | 27282/33666 [15:51<03:42, 28.68it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2033/8416 [00:16<00:52, 122.61it/s]
    Epoch 3:  81%|████████  | 27283/33666 [15:51<03:42, 28.68it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2034/8416 [00:16<00:52, 122.61it/s]
    Epoch 3:  81%|████████  | 27284/33666 [15:51<03:42, 28.68it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2035/8416 [00:16<00:52, 122.62it/s]
    Epoch 3:  81%|████████  | 27285/33666 [15:51<03:42, 28.68it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2036/8416 [00:16<00:52, 122.62it/s]
    Epoch 3:  81%|████████  | 27286/33666 [15:51<03:42, 28.68it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2037/8416 [00:16<00:52, 122.62it/s]
    Epoch 3:  81%|████████  | 27287/33666 [15:51<03:42, 28.68it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2038/8416 [00:16<00:52, 122.62it/s]
    Epoch 3:  81%|████████  | 27288/33666 [15:51<03:42, 28.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2039/8416 [00:16<00:52, 122.62it/s]
    Epoch 3:  81%|████████  | 27289/33666 [15:51<03:42, 28.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2040/8416 [00:16<00:51, 122.63it/s]
    Epoch 3:  81%|████████  | 27290/33666 [15:51<03:42, 28.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2041/8416 [00:16<00:51, 122.63it/s]
    Epoch 3:  81%|████████  | 27291/33666 [15:51<03:42, 28.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2042/8416 [00:16<00:51, 122.63it/s]
    Epoch 3:  81%|████████  | 27292/33666 [15:51<03:42, 28.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2043/8416 [00:16<00:51, 122.63it/s]
    Epoch 3:  81%|████████  | 27293/33666 [15:51<03:42, 28.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2044/8416 [00:16<00:51, 122.64it/s]
    Epoch 3:  81%|████████  | 27294/33666 [15:51<03:42, 28.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2045/8416 [00:16<00:51, 122.64it/s]
    Epoch 3:  81%|████████  | 27295/33666 [15:51<03:42, 28.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2046/8416 [00:16<00:51, 122.64it/s]
    Epoch 3:  81%|████████  | 27296/33666 [15:51<03:42, 28.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2047/8416 [00:16<00:51, 122.64it/s]
    Epoch 3:  81%|████████  | 27297/33666 [15:51<03:41, 28.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2048/8416 [00:16<00:51, 122.64it/s]
    Epoch 3:  81%|████████  | 27298/33666 [15:51<03:41, 28.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2049/8416 [00:16<00:51, 122.64it/s]
    Epoch 3:  81%|████████  | 27299/33666 [15:51<03:41, 28.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2050/8416 [00:16<00:51, 122.64it/s]
    Epoch 3:  81%|████████  | 27300/33666 [15:51<03:41, 28.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2051/8416 [00:16<00:51, 122.65it/s]
    Epoch 3:  81%|████████  | 27301/33666 [15:51<03:41, 28.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2052/8416 [00:16<00:51, 122.65it/s]
    Epoch 3:  81%|████████  | 27302/33666 [15:51<03:41, 28.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2053/8416 [00:16<00:51, 122.65it/s]
    Epoch 3:  81%|████████  | 27303/33666 [15:51<03:41, 28.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2054/8416 [00:16<00:51, 122.65it/s]
    Epoch 3:  81%|████████  | 27304/33666 [15:51<03:41, 28.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2055/8416 [00:16<00:51, 122.66it/s]
    Epoch 3:  81%|████████  | 27305/33666 [15:51<03:41, 28.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2056/8416 [00:16<00:51, 122.65it/s]
    Epoch 3:  81%|████████  | 27306/33666 [15:51<03:41, 28.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2057/8416 [00:16<00:51, 122.62it/s]
    Epoch 3:  81%|████████  | 27307/33666 [15:51<03:41, 28.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2058/8416 [00:16<00:51, 122.62it/s]
    Epoch 3:  81%|████████  | 27308/33666 [15:51<03:41, 28.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2059/8416 [00:16<00:51, 122.63it/s]
    Epoch 3:  81%|████████  | 27309/33666 [15:51<03:41, 28.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2060/8416 [00:16<00:51, 122.63it/s]
    Epoch 3:  81%|████████  | 27310/33666 [15:51<03:41, 28.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2061/8416 [00:16<00:51, 122.63it/s]
    Epoch 3:  81%|████████  | 27311/33666 [15:51<03:41, 28.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2062/8416 [00:16<00:51, 122.63it/s]
    Epoch 3:  81%|████████  | 27312/33666 [15:51<03:41, 28.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2063/8416 [00:16<00:51, 122.64it/s]
    Epoch 3:  81%|████████  | 27313/33666 [15:51<03:41, 28.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2064/8416 [00:16<00:51, 122.64it/s]
    Epoch 3:  81%|████████  | 27314/33666 [15:51<03:41, 28.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2065/8416 [00:16<00:51, 122.64it/s]
    Epoch 3:  81%|████████  | 27315/33666 [15:51<03:41, 28.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2066/8416 [00:16<00:51, 122.64it/s]
    Epoch 3:  81%|████████  | 27316/33666 [15:51<03:41, 28.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2067/8416 [00:16<00:51, 122.65it/s]
    Epoch 3:  81%|████████  | 27317/33666 [15:51<03:41, 28.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2068/8416 [00:16<00:51, 122.65it/s]
    Epoch 3:  81%|████████  | 27318/33666 [15:51<03:41, 28.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2069/8416 [00:16<00:51, 122.65it/s]
    Epoch 3:  81%|████████  | 27319/33666 [15:51<03:41, 28.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2070/8416 [00:16<00:51, 122.65it/s]
    Epoch 3:  81%|████████  | 27320/33666 [15:51<03:41, 28.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2071/8416 [00:16<00:51, 122.65it/s]
    Epoch 3:  81%|████████  | 27321/33666 [15:51<03:40, 28.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2072/8416 [00:16<00:51, 122.66it/s]
    Epoch 3:  81%|████████  | 27322/33666 [15:51<03:40, 28.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2073/8416 [00:16<00:51, 122.66it/s]
    Epoch 3:  81%|████████  | 27323/33666 [15:51<03:40, 28.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2074/8416 [00:16<00:51, 122.66it/s]
    Epoch 3:  81%|████████  | 27324/33666 [15:51<03:40, 28.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2075/8416 [00:16<00:51, 122.66it/s]
    Epoch 3:  81%|████████  | 27325/33666 [15:51<03:40, 28.72it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2076/8416 [00:16<00:51, 122.67it/s]
    Epoch 3:  81%|████████  | 27326/33666 [15:51<03:40, 28.72it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2077/8416 [00:16<00:51, 122.67it/s]
    Epoch 3:  81%|████████  | 27327/33666 [15:51<03:40, 28.72it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2078/8416 [00:16<00:51, 122.67it/s]
    Epoch 3:  81%|████████  | 27328/33666 [15:51<03:40, 28.72it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2079/8416 [00:16<00:51, 122.67it/s]
    Epoch 3:  81%|████████  | 27329/33666 [15:51<03:40, 28.72it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2080/8416 [00:16<00:51, 122.68it/s]
    Epoch 3:  81%|████████  | 27330/33666 [15:51<03:40, 28.72it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2081/8416 [00:16<00:51, 122.68it/s]
    Epoch 3:  81%|████████  | 27331/33666 [15:51<03:40, 28.72it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2082/8416 [00:16<00:51, 122.68it/s]
    Epoch 3:  81%|████████  | 27332/33666 [15:51<03:40, 28.72it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2083/8416 [00:16<00:51, 122.68it/s]
    Epoch 3:  81%|████████  | 27333/33666 [15:51<03:40, 28.72it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2084/8416 [00:16<00:51, 122.69it/s]
    Epoch 3:  81%|████████  | 27334/33666 [15:51<03:40, 28.72it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2085/8416 [00:16<00:51, 122.69it/s]
    Epoch 3:  81%|████████  | 27335/33666 [15:51<03:40, 28.72it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2086/8416 [00:17<00:51, 122.69it/s]
    Epoch 3:  81%|████████  | 27336/33666 [15:51<03:40, 28.72it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2087/8416 [00:17<00:51, 122.69it/s]
    Epoch 3:  81%|████████  | 27337/33666 [15:51<03:40, 28.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2088/8416 [00:17<00:51, 122.69it/s]
    Epoch 3:  81%|████████  | 27338/33666 [15:51<03:40, 28.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2089/8416 [00:17<00:51, 122.70it/s]
    Epoch 3:  81%|████████  | 27339/33666 [15:51<03:40, 28.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2090/8416 [00:17<00:51, 122.70it/s]
    Epoch 3:  81%|████████  | 27340/33666 [15:51<03:40, 28.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2091/8416 [00:17<00:51, 122.70it/s]
    Epoch 3:  81%|████████  | 27341/33666 [15:51<03:40, 28.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2092/8416 [00:17<00:51, 122.70it/s]
    Epoch 3:  81%|████████  | 27342/33666 [15:51<03:40, 28.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2093/8416 [00:17<00:51, 122.71it/s]
    Epoch 3:  81%|████████  | 27343/33666 [15:51<03:40, 28.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2094/8416 [00:17<00:51, 122.71it/s]
    Epoch 3:  81%|████████  | 27344/33666 [15:51<03:40, 28.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2095/8416 [00:17<00:51, 122.71it/s]
    Epoch 3:  81%|████████  | 27345/33666 [15:51<03:39, 28.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2096/8416 [00:17<00:51, 122.71it/s]
    Epoch 3:  81%|████████  | 27346/33666 [15:51<03:39, 28.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2097/8416 [00:17<00:51, 122.72it/s]
    Epoch 3:  81%|████████  | 27347/33666 [15:51<03:39, 28.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2098/8416 [00:17<00:51, 122.72it/s]
    Epoch 3:  81%|████████  | 27348/33666 [15:51<03:39, 28.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2099/8416 [00:17<00:51, 122.72it/s]
    Epoch 3:  81%|████████  | 27349/33666 [15:51<03:39, 28.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2100/8416 [00:17<00:51, 122.72it/s]
    Epoch 3:  81%|████████  | 27350/33666 [15:51<03:39, 28.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2101/8416 [00:17<00:51, 122.72it/s]
    Epoch 3:  81%|████████  | 27351/33666 [15:51<03:39, 28.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2102/8416 [00:17<00:51, 122.73it/s]
    Epoch 3:  81%|████████  | 27352/33666 [15:51<03:39, 28.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2103/8416 [00:17<00:51, 122.73it/s]
    Epoch 3:  81%|████████  | 27353/33666 [15:51<03:39, 28.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2104/8416 [00:17<00:51, 122.73it/s]
    Epoch 3:  81%|████████▏ | 27354/33666 [15:51<03:39, 28.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2105/8416 [00:17<00:51, 122.73it/s]
    Epoch 3:  81%|████████▏ | 27355/33666 [15:51<03:39, 28.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2106/8416 [00:17<00:51, 122.74it/s]
    Epoch 3:  81%|████████▏ | 27356/33666 [15:51<03:39, 28.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2107/8416 [00:17<00:51, 122.74it/s]
    Epoch 3:  81%|████████▏ | 27357/33666 [15:51<03:39, 28.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2108/8416 [00:17<00:51, 122.74it/s]
    Epoch 3:  81%|████████▏ | 27358/33666 [15:51<03:39, 28.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2109/8416 [00:17<00:51, 122.74it/s]
    Epoch 3:  81%|████████▏ | 27359/33666 [15:51<03:39, 28.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2110/8416 [00:17<00:51, 122.75it/s]
    Epoch 3:  81%|████████▏ | 27360/33666 [15:51<03:39, 28.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2111/8416 [00:17<00:51, 122.75it/s]
    Epoch 3:  81%|████████▏ | 27361/33666 [15:51<03:39, 28.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2112/8416 [00:17<00:51, 122.75it/s]
    Epoch 3:  81%|████████▏ | 27362/33666 [15:51<03:39, 28.75it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2113/8416 [00:17<00:51, 122.75it/s]
    Epoch 3:  81%|████████▏ | 27363/33666 [15:51<03:39, 28.75it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2114/8416 [00:17<00:51, 122.75it/s]
    Epoch 3:  81%|████████▏ | 27364/33666 [15:51<03:39, 28.75it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2115/8416 [00:17<00:51, 122.75it/s]
    Epoch 3:  81%|████████▏ | 27365/33666 [15:51<03:39, 28.75it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2116/8416 [00:17<00:51, 122.76it/s]
    Epoch 3:  81%|████████▏ | 27366/33666 [15:51<03:39, 28.75it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2117/8416 [00:17<00:51, 122.76it/s]
    Epoch 3:  81%|████████▏ | 27367/33666 [15:51<03:39, 28.75it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2118/8416 [00:17<00:51, 122.76it/s]
    Epoch 3:  81%|████████▏ | 27368/33666 [15:51<03:39, 28.75it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2119/8416 [00:17<00:51, 122.76it/s]
    Epoch 3:  81%|████████▏ | 27369/33666 [15:51<03:39, 28.75it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2120/8416 [00:17<00:51, 122.77it/s]
    Epoch 3:  81%|████████▏ | 27370/33666 [15:51<03:38, 28.75it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2121/8416 [00:17<00:51, 122.77it/s]
    Epoch 3:  81%|████████▏ | 27371/33666 [15:51<03:38, 28.75it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2122/8416 [00:17<00:51, 122.77it/s]
    Epoch 3:  81%|████████▏ | 27372/33666 [15:51<03:38, 28.75it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2123/8416 [00:17<00:51, 122.77it/s]
    Epoch 3:  81%|████████▏ | 27373/33666 [15:51<03:38, 28.75it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2124/8416 [00:17<00:51, 122.78it/s]
    Epoch 3:  81%|████████▏ | 27374/33666 [15:51<03:38, 28.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2125/8416 [00:17<00:51, 122.78it/s]
    Epoch 3:  81%|████████▏ | 27375/33666 [15:51<03:38, 28.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2126/8416 [00:17<00:51, 122.78it/s]
    Epoch 3:  81%|████████▏ | 27376/33666 [15:51<03:38, 28.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2127/8416 [00:17<00:51, 122.78it/s]
    Epoch 3:  81%|████████▏ | 27377/33666 [15:51<03:38, 28.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2128/8416 [00:17<00:51, 122.79it/s]
    Epoch 3:  81%|████████▏ | 27378/33666 [15:51<03:38, 28.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2129/8416 [00:17<00:51, 122.79it/s]
    Epoch 3:  81%|████████▏ | 27379/33666 [15:51<03:38, 28.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2130/8416 [00:17<00:51, 122.79it/s]
    Epoch 3:  81%|████████▏ | 27380/33666 [15:52<03:38, 28.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2131/8416 [00:17<00:51, 122.79it/s]
    Epoch 3:  81%|████████▏ | 27381/33666 [15:52<03:38, 28.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2132/8416 [00:17<00:51, 122.80it/s]
    Epoch 3:  81%|████████▏ | 27382/33666 [15:52<03:38, 28.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2133/8416 [00:17<00:51, 122.80it/s]
    Epoch 3:  81%|████████▏ | 27383/33666 [15:52<03:38, 28.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2134/8416 [00:17<00:51, 122.80it/s]
    Epoch 3:  81%|████████▏ | 27384/33666 [15:52<03:38, 28.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2135/8416 [00:17<00:51, 122.80it/s]
    Epoch 3:  81%|████████▏ | 27385/33666 [15:52<03:38, 28.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2136/8416 [00:17<00:51, 122.81it/s]
    Epoch 3:  81%|████████▏ | 27386/33666 [15:52<03:38, 28.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2137/8416 [00:17<00:51, 122.81it/s]
    Epoch 3:  81%|████████▏ | 27387/33666 [15:52<03:38, 28.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2138/8416 [00:17<00:51, 122.81it/s]
    Epoch 3:  81%|████████▏ | 27388/33666 [15:52<03:38, 28.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2139/8416 [00:17<00:51, 122.81it/s]
    Epoch 3:  81%|████████▏ | 27389/33666 [15:52<03:38, 28.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2140/8416 [00:17<00:51, 122.82it/s]
    Epoch 3:  81%|████████▏ | 27390/33666 [15:52<03:38, 28.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2141/8416 [00:17<00:51, 122.82it/s]
    Epoch 3:  81%|████████▏ | 27391/33666 [15:52<03:38, 28.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2142/8416 [00:17<00:51, 122.82it/s]
    Epoch 3:  81%|████████▏ | 27392/33666 [15:52<03:38, 28.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2143/8416 [00:17<00:51, 122.82it/s]
    Epoch 3:  81%|████████▏ | 27393/33666 [15:52<03:38, 28.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2144/8416 [00:17<00:51, 122.82it/s]
    Epoch 3:  81%|████████▏ | 27394/33666 [15:52<03:37, 28.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2145/8416 [00:17<00:51, 122.83it/s]
    Epoch 3:  81%|████████▏ | 27395/33666 [15:52<03:37, 28.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2146/8416 [00:17<00:51, 122.83it/s]
    Epoch 3:  81%|████████▏ | 27396/33666 [15:52<03:37, 28.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2147/8416 [00:17<00:51, 122.83it/s]
    Epoch 3:  81%|████████▏ | 27397/33666 [15:52<03:37, 28.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2148/8416 [00:17<00:51, 122.83it/s]
    Epoch 3:  81%|████████▏ | 27398/33666 [15:52<03:37, 28.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2149/8416 [00:17<00:51, 122.84it/s]
    Epoch 3:  81%|████████▏ | 27399/33666 [15:52<03:37, 28.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2150/8416 [00:17<00:51, 122.84it/s]
    Epoch 3:  81%|████████▏ | 27400/33666 [15:52<03:37, 28.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2151/8416 [00:17<00:51, 122.84it/s]
    Epoch 3:  81%|████████▏ | 27401/33666 [15:52<03:37, 28.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2152/8416 [00:17<00:50, 122.84it/s]
    Epoch 3:  81%|████████▏ | 27402/33666 [15:52<03:37, 28.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2153/8416 [00:17<00:50, 122.84it/s]
    Epoch 3:  81%|████████▏ | 27403/33666 [15:52<03:37, 28.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2154/8416 [00:17<00:50, 122.85it/s]
    Epoch 3:  81%|████████▏ | 27404/33666 [15:52<03:37, 28.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2155/8416 [00:17<00:50, 122.85it/s]
    Epoch 3:  81%|████████▏ | 27405/33666 [15:52<03:37, 28.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2156/8416 [00:17<00:50, 122.85it/s]
    Epoch 3:  81%|████████▏ | 27406/33666 [15:52<03:37, 28.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2157/8416 [00:17<00:50, 122.85it/s]
    Epoch 3:  81%|████████▏ | 27407/33666 [15:52<03:37, 28.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2158/8416 [00:17<00:50, 122.85it/s]
    Epoch 3:  81%|████████▏ | 27408/33666 [15:52<03:37, 28.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2159/8416 [00:17<00:50, 122.86it/s]
    Epoch 3:  81%|████████▏ | 27409/33666 [15:52<03:37, 28.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2160/8416 [00:17<00:50, 122.86it/s]
    Epoch 3:  81%|████████▏ | 27410/33666 [15:52<03:37, 28.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2161/8416 [00:17<00:50, 122.86it/s]
    Epoch 3:  81%|████████▏ | 27411/33666 [15:52<03:37, 28.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2162/8416 [00:17<00:50, 122.86it/s]
    Epoch 3:  81%|████████▏ | 27412/33666 [15:52<03:37, 28.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2163/8416 [00:17<00:50, 122.87it/s]
    Epoch 3:  81%|████████▏ | 27413/33666 [15:52<03:37, 28.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2164/8416 [00:17<00:50, 122.87it/s]
    Epoch 3:  81%|████████▏ | 27414/33666 [15:52<03:37, 28.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2165/8416 [00:17<00:50, 122.87it/s]
    Epoch 3:  81%|████████▏ | 27415/33666 [15:52<03:37, 28.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2166/8416 [00:17<00:50, 122.87it/s]
    Epoch 3:  81%|████████▏ | 27416/33666 [15:52<03:37, 28.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2167/8416 [00:17<00:50, 122.87it/s]
    Epoch 3:  81%|████████▏ | 27417/33666 [15:52<03:37, 28.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2168/8416 [00:17<00:50, 122.88it/s]
    Epoch 3:  81%|████████▏ | 27418/33666 [15:52<03:37, 28.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2169/8416 [00:17<00:50, 122.88it/s]
    Epoch 3:  81%|████████▏ | 27419/33666 [15:52<03:36, 28.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2170/8416 [00:17<00:50, 122.88it/s]
    Epoch 3:  81%|████████▏ | 27420/33666 [15:52<03:36, 28.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2171/8416 [00:17<00:50, 122.88it/s]
    Epoch 3:  81%|████████▏ | 27421/33666 [15:52<03:36, 28.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2172/8416 [00:17<00:50, 122.89it/s]
    Epoch 3:  81%|████████▏ | 27422/33666 [15:52<03:36, 28.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2173/8416 [00:17<00:50, 122.89it/s]
    Epoch 3:  81%|████████▏ | 27423/33666 [15:52<03:36, 28.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2174/8416 [00:17<00:50, 122.89it/s]
    Epoch 3:  81%|████████▏ | 27424/33666 [15:52<03:36, 28.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2175/8416 [00:17<00:50, 122.89it/s]
    Epoch 3:  81%|████████▏ | 27425/33666 [15:52<03:36, 28.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2176/8416 [00:17<00:50, 122.89it/s]
    Epoch 3:  81%|████████▏ | 27426/33666 [15:52<03:36, 28.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2177/8416 [00:17<00:50, 122.89it/s]
    Epoch 3:  81%|████████▏ | 27427/33666 [15:52<03:36, 28.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2178/8416 [00:17<00:50, 122.89it/s]
    Epoch 3:  81%|████████▏ | 27428/33666 [15:52<03:36, 28.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2179/8416 [00:17<00:50, 122.90it/s]
    Epoch 3:  81%|████████▏ | 27429/33666 [15:52<03:36, 28.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2180/8416 [00:17<00:50, 122.90it/s]
    Epoch 3:  81%|████████▏ | 27430/33666 [15:52<03:36, 28.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2181/8416 [00:17<00:50, 122.90it/s]
    Epoch 3:  81%|████████▏ | 27431/33666 [15:52<03:36, 28.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2182/8416 [00:17<00:50, 122.90it/s]
    Epoch 3:  81%|████████▏ | 27432/33666 [15:52<03:36, 28.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2183/8416 [00:17<00:50, 122.90it/s]
    Epoch 3:  81%|████████▏ | 27433/33666 [15:52<03:36, 28.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2184/8416 [00:17<00:50, 122.91it/s]
    Epoch 3:  81%|████████▏ | 27434/33666 [15:52<03:36, 28.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2185/8416 [00:17<00:50, 122.91it/s]
    Epoch 3:  81%|████████▏ | 27435/33666 [15:52<03:36, 28.81it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2186/8416 [00:17<00:50, 122.91it/s]
    Epoch 3:  81%|████████▏ | 27436/33666 [15:52<03:36, 28.81it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2187/8416 [00:17<00:50, 122.91it/s]
    Epoch 3:  81%|████████▏ | 27437/33666 [15:52<03:36, 28.81it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2188/8416 [00:17<00:50, 122.92it/s]
    Epoch 3:  82%|████████▏ | 27438/33666 [15:52<03:36, 28.81it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2189/8416 [00:17<00:50, 122.92it/s]
    Epoch 3:  82%|████████▏ | 27439/33666 [15:52<03:36, 28.81it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2190/8416 [00:17<00:50, 122.92it/s]
    Epoch 3:  82%|████████▏ | 27440/33666 [15:52<03:36, 28.81it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2191/8416 [00:17<00:50, 122.92it/s]
    Epoch 3:  82%|████████▏ | 27441/33666 [15:52<03:36, 28.81it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2192/8416 [00:17<00:50, 122.93it/s]
    Epoch 3:  82%|████████▏ | 27442/33666 [15:52<03:36, 28.81it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2193/8416 [00:17<00:50, 122.93it/s]
    Epoch 3:  82%|████████▏ | 27443/33666 [15:52<03:35, 28.81it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2194/8416 [00:17<00:50, 122.93it/s]
    Epoch 3:  82%|████████▏ | 27444/33666 [15:52<03:35, 28.81it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2195/8416 [00:17<00:50, 122.93it/s]
    Epoch 3:  82%|████████▏ | 27445/33666 [15:52<03:35, 28.81it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2196/8416 [00:17<00:50, 122.93it/s]
    Epoch 3:  82%|████████▏ | 27446/33666 [15:52<03:35, 28.81it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2197/8416 [00:17<00:50, 122.93it/s]
    Epoch 3:  82%|████████▏ | 27447/33666 [15:52<03:35, 28.81it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2198/8416 [00:17<00:50, 122.94it/s]
    Epoch 3:  82%|████████▏ | 27448/33666 [15:52<03:35, 28.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2199/8416 [00:17<00:50, 122.94it/s]
    Epoch 3:  82%|████████▏ | 27449/33666 [15:52<03:35, 28.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2200/8416 [00:17<00:50, 122.94it/s]
    Epoch 3:  82%|████████▏ | 27450/33666 [15:52<03:35, 28.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2201/8416 [00:17<00:50, 122.94it/s]
    Epoch 3:  82%|████████▏ | 27451/33666 [15:52<03:35, 28.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2202/8416 [00:17<00:50, 122.94it/s]
    Epoch 3:  82%|████████▏ | 27452/33666 [15:52<03:35, 28.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2203/8416 [00:17<00:50, 122.95it/s]
    Epoch 3:  82%|████████▏ | 27453/33666 [15:52<03:35, 28.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2204/8416 [00:17<00:50, 122.95it/s]
    Epoch 3:  82%|████████▏ | 27454/33666 [15:52<03:35, 28.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2205/8416 [00:17<00:50, 122.95it/s]
    Epoch 3:  82%|████████▏ | 27455/33666 [15:52<03:35, 28.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2206/8416 [00:17<00:50, 122.95it/s]
    Epoch 3:  82%|████████▏ | 27456/33666 [15:52<03:35, 28.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2207/8416 [00:17<00:50, 122.96it/s]
    Epoch 3:  82%|████████▏ | 27457/33666 [15:52<03:35, 28.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2208/8416 [00:17<00:50, 122.96it/s]
    Epoch 3:  82%|████████▏ | 27458/33666 [15:52<03:35, 28.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2209/8416 [00:17<00:50, 122.96it/s]
    Epoch 3:  82%|████████▏ | 27459/33666 [15:52<03:35, 28.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2210/8416 [00:17<00:50, 122.96it/s]
    Epoch 3:  82%|████████▏ | 27460/33666 [15:52<03:35, 28.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2211/8416 [00:17<00:50, 122.96it/s]
    Epoch 3:  82%|████████▏ | 27461/33666 [15:52<03:35, 28.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2212/8416 [00:17<00:50, 122.96it/s]
    Epoch 3:  82%|████████▏ | 27462/33666 [15:52<03:35, 28.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2213/8416 [00:17<00:50, 122.97it/s]
    Epoch 3:  82%|████████▏ | 27463/33666 [15:52<03:35, 28.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2214/8416 [00:18<00:50, 122.97it/s]
    Epoch 3:  82%|████████▏ | 27464/33666 [15:52<03:35, 28.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2215/8416 [00:18<00:50, 122.97it/s]
    Epoch 3:  82%|████████▏ | 27465/33666 [15:52<03:35, 28.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2216/8416 [00:18<00:50, 122.97it/s]
    Epoch 3:  82%|████████▏ | 27466/33666 [15:52<03:35, 28.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2217/8416 [00:18<00:50, 122.97it/s]
    Epoch 3:  82%|████████▏ | 27467/33666 [15:52<03:35, 28.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2218/8416 [00:18<00:50, 122.98it/s]
    Epoch 3:  82%|████████▏ | 27468/33666 [15:52<03:34, 28.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2219/8416 [00:18<00:50, 122.98it/s]
    Epoch 3:  82%|████████▏ | 27469/33666 [15:52<03:34, 28.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2220/8416 [00:18<00:50, 122.98it/s]
    Epoch 3:  82%|████████▏ | 27470/33666 [15:52<03:34, 28.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2221/8416 [00:18<00:50, 122.98it/s]
    Epoch 3:  82%|████████▏ | 27471/33666 [15:52<03:34, 28.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2222/8416 [00:18<00:50, 122.98it/s]
    Epoch 3:  82%|████████▏ | 27472/33666 [15:52<03:34, 28.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2223/8416 [00:18<00:50, 122.99it/s]
    Epoch 3:  82%|████████▏ | 27473/33666 [15:52<03:34, 28.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2224/8416 [00:18<00:50, 122.99it/s]
    Epoch 3:  82%|████████▏ | 27474/33666 [15:52<03:34, 28.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2225/8416 [00:18<00:50, 122.99it/s]
    Epoch 3:  82%|████████▏ | 27475/33666 [15:52<03:34, 28.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2226/8416 [00:18<00:50, 122.99it/s]
    Epoch 3:  82%|████████▏ | 27476/33666 [15:52<03:34, 28.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2227/8416 [00:18<00:50, 122.99it/s]
    Epoch 3:  82%|████████▏ | 27477/33666 [15:52<03:34, 28.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2228/8416 [00:18<00:50, 122.99it/s]
    Epoch 3:  82%|████████▏ | 27478/33666 [15:52<03:34, 28.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2229/8416 [00:18<00:50, 123.00it/s]
    Epoch 3:  82%|████████▏ | 27479/33666 [15:52<03:34, 28.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2230/8416 [00:18<00:50, 123.00it/s]
    Epoch 3:  82%|████████▏ | 27480/33666 [15:52<03:34, 28.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2231/8416 [00:18<00:50, 123.00it/s]
    Epoch 3:  82%|████████▏ | 27481/33666 [15:52<03:34, 28.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2232/8416 [00:18<00:50, 123.00it/s]
    Epoch 3:  82%|████████▏ | 27482/33666 [15:52<03:34, 28.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2233/8416 [00:18<00:50, 123.00it/s]
    Epoch 3:  82%|████████▏ | 27483/33666 [15:52<03:34, 28.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2234/8416 [00:18<00:50, 123.01it/s]
    Epoch 3:  82%|████████▏ | 27484/33666 [15:52<03:34, 28.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2235/8416 [00:18<00:50, 123.01it/s]
    Epoch 3:  82%|████████▏ | 27485/33666 [15:52<03:34, 28.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2236/8416 [00:18<00:50, 123.01it/s]
    Epoch 3:  82%|████████▏ | 27486/33666 [15:52<03:34, 28.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2237/8416 [00:18<00:50, 123.01it/s]
    Epoch 3:  82%|████████▏ | 27487/33666 [15:52<03:34, 28.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2238/8416 [00:18<00:50, 123.01it/s]
    Epoch 3:  82%|████████▏ | 27488/33666 [15:52<03:34, 28.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2239/8416 [00:18<00:50, 123.02it/s]
    Epoch 3:  82%|████████▏ | 27489/33666 [15:52<03:34, 28.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2240/8416 [00:18<00:50, 123.01it/s]
    Epoch 3:  82%|████████▏ | 27490/33666 [15:52<03:34, 28.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2241/8416 [00:18<00:50, 123.01it/s]
    Epoch 3:  82%|████████▏ | 27491/33666 [15:52<03:34, 28.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2242/8416 [00:18<00:50, 123.02it/s]
    Epoch 3:  82%|████████▏ | 27492/33666 [15:52<03:33, 28.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2243/8416 [00:18<00:50, 123.02it/s]
    Epoch 3:  82%|████████▏ | 27493/33666 [15:52<03:33, 28.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2244/8416 [00:18<00:50, 123.02it/s]
    Epoch 3:  82%|████████▏ | 27494/33666 [15:52<03:33, 28.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2245/8416 [00:18<00:50, 123.02it/s]
    Epoch 3:  82%|████████▏ | 27495/33666 [15:52<03:33, 28.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2246/8416 [00:18<00:50, 123.02it/s]
    Epoch 3:  82%|████████▏ | 27496/33666 [15:52<03:33, 28.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2247/8416 [00:18<00:50, 123.03it/s]
    Epoch 3:  82%|████████▏ | 27497/33666 [15:52<03:33, 28.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2248/8416 [00:18<00:50, 123.03it/s]
    Epoch 3:  82%|████████▏ | 27498/33666 [15:52<03:33, 28.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2249/8416 [00:18<00:50, 123.03it/s]
    Epoch 3:  82%|████████▏ | 27499/33666 [15:52<03:33, 28.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2250/8416 [00:18<00:50, 123.03it/s]
    Epoch 3:  82%|████████▏ | 27500/33666 [15:52<03:33, 28.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2251/8416 [00:18<00:50, 123.04it/s]
    Epoch 3:  82%|████████▏ | 27501/33666 [15:52<03:33, 28.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2252/8416 [00:18<00:50, 123.04it/s]
    Epoch 3:  82%|████████▏ | 27502/33666 [15:52<03:33, 28.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2253/8416 [00:18<00:50, 123.04it/s]
    Epoch 3:  82%|████████▏ | 27503/33666 [15:52<03:33, 28.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2254/8416 [00:18<00:50, 123.04it/s]
    Epoch 3:  82%|████████▏ | 27504/33666 [15:52<03:33, 28.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2255/8416 [00:18<00:50, 123.04it/s]
    Epoch 3:  82%|████████▏ | 27505/33666 [15:52<03:33, 28.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2256/8416 [00:18<00:50, 123.05it/s]
    Epoch 3:  82%|████████▏ | 27506/33666 [15:52<03:33, 28.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2257/8416 [00:18<00:50, 123.05it/s]
    Epoch 3:  82%|████████▏ | 27507/33666 [15:52<03:33, 28.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2258/8416 [00:18<00:50, 123.05it/s]
    Epoch 3:  82%|████████▏ | 27508/33666 [15:53<03:33, 28.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2259/8416 [00:18<00:50, 123.05it/s]
    Epoch 3:  82%|████████▏ | 27509/33666 [15:53<03:33, 28.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2260/8416 [00:18<00:50, 123.05it/s]
    Epoch 3:  82%|████████▏ | 27510/33666 [15:53<03:33, 28.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2261/8416 [00:18<00:50, 123.06it/s]
    Epoch 3:  82%|████████▏ | 27511/33666 [15:53<03:33, 28.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2262/8416 [00:18<00:50, 123.06it/s]
    Epoch 3:  82%|████████▏ | 27512/33666 [15:53<03:33, 28.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2263/8416 [00:18<00:49, 123.06it/s]
    Epoch 3:  82%|████████▏ | 27513/33666 [15:53<03:33, 28.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2264/8416 [00:18<00:49, 123.06it/s]
    Epoch 3:  82%|████████▏ | 27514/33666 [15:53<03:33, 28.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2265/8416 [00:18<00:49, 123.06it/s]
    Epoch 3:  82%|████████▏ | 27515/33666 [15:53<03:33, 28.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2266/8416 [00:18<00:49, 123.07it/s]
    Epoch 3:  82%|████████▏ | 27516/33666 [15:53<03:33, 28.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2267/8416 [00:18<00:49, 123.07it/s]
    Epoch 3:  82%|████████▏ | 27517/33666 [15:53<03:32, 28.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2268/8416 [00:18<00:49, 123.07it/s]
    Epoch 3:  82%|████████▏ | 27518/33666 [15:53<03:32, 28.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2269/8416 [00:18<00:49, 123.07it/s]
    Epoch 3:  82%|████████▏ | 27519/33666 [15:53<03:32, 28.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2270/8416 [00:18<00:49, 123.07it/s]
    Epoch 3:  82%|████████▏ | 27520/33666 [15:53<03:32, 28.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2271/8416 [00:18<00:49, 123.08it/s]
    Epoch 3:  82%|████████▏ | 27521/33666 [15:53<03:32, 28.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2272/8416 [00:18<00:49, 123.08it/s]
    Epoch 3:  82%|████████▏ | 27522/33666 [15:53<03:32, 28.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2273/8416 [00:18<00:49, 123.08it/s]
    Epoch 3:  82%|████████▏ | 27523/33666 [15:53<03:32, 28.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2274/8416 [00:18<00:49, 123.08it/s]
    Epoch 3:  82%|████████▏ | 27524/33666 [15:53<03:32, 28.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2275/8416 [00:18<00:49, 123.08it/s]
    Epoch 3:  82%|████████▏ | 27525/33666 [15:53<03:32, 28.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2276/8416 [00:18<00:49, 123.09it/s]
    Epoch 3:  82%|████████▏ | 27526/33666 [15:53<03:32, 28.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2277/8416 [00:18<00:49, 123.09it/s]
    Epoch 3:  82%|████████▏ | 27527/33666 [15:53<03:32, 28.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2278/8416 [00:18<00:49, 123.09it/s]
    Epoch 3:  82%|████████▏ | 27528/33666 [15:53<03:32, 28.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2279/8416 [00:18<00:49, 123.09it/s]
    Epoch 3:  82%|████████▏ | 27529/33666 [15:53<03:32, 28.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2280/8416 [00:18<00:49, 123.09it/s]
    Epoch 3:  82%|████████▏ | 27530/33666 [15:53<03:32, 28.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2281/8416 [00:18<00:49, 123.10it/s]
    Epoch 3:  82%|████████▏ | 27531/33666 [15:53<03:32, 28.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2282/8416 [00:18<00:49, 123.10it/s]
    Epoch 3:  82%|████████▏ | 27532/33666 [15:53<03:32, 28.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2283/8416 [00:18<00:49, 123.10it/s]
    Epoch 3:  82%|████████▏ | 27533/33666 [15:53<03:32, 28.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2284/8416 [00:18<00:49, 123.10it/s]
    Epoch 3:  82%|████████▏ | 27534/33666 [15:53<03:32, 28.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2285/8416 [00:18<00:49, 123.10it/s]
    Epoch 3:  82%|████████▏ | 27535/33666 [15:53<03:32, 28.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2286/8416 [00:18<00:49, 123.10it/s]
    Epoch 3:  82%|████████▏ | 27536/33666 [15:53<03:32, 28.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2287/8416 [00:18<00:49, 123.11it/s]
    Epoch 3:  82%|████████▏ | 27537/33666 [15:53<03:32, 28.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2288/8416 [00:18<00:49, 123.11it/s]
    Epoch 3:  82%|████████▏ | 27538/33666 [15:53<03:32, 28.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2289/8416 [00:18<00:49, 123.11it/s]
    Epoch 3:  82%|████████▏ | 27539/33666 [15:53<03:32, 28.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2290/8416 [00:18<00:49, 123.11it/s]
    Epoch 3:  82%|████████▏ | 27540/33666 [15:53<03:32, 28.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2291/8416 [00:18<00:49, 123.11it/s]
    Epoch 3:  82%|████████▏ | 27541/33666 [15:53<03:32, 28.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2292/8416 [00:18<00:49, 123.12it/s]
    Epoch 3:  82%|████████▏ | 27542/33666 [15:53<03:31, 28.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2293/8416 [00:18<00:49, 123.12it/s]
    Epoch 3:  82%|████████▏ | 27543/33666 [15:53<03:31, 28.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2294/8416 [00:18<00:49, 123.12it/s]
    Epoch 3:  82%|████████▏ | 27544/33666 [15:53<03:31, 28.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2295/8416 [00:18<00:49, 123.12it/s]
    Epoch 3:  82%|████████▏ | 27545/33666 [15:53<03:31, 28.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2296/8416 [00:18<00:49, 123.12it/s]
    Epoch 3:  82%|████████▏ | 27546/33666 [15:53<03:31, 28.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2297/8416 [00:18<00:49, 123.13it/s]
    Epoch 3:  82%|████████▏ | 27547/33666 [15:53<03:31, 28.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2298/8416 [00:18<00:49, 123.13it/s]
    Epoch 3:  82%|████████▏ | 27548/33666 [15:53<03:31, 28.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2299/8416 [00:18<00:49, 123.13it/s]
    Epoch 3:  82%|████████▏ | 27549/33666 [15:53<03:31, 28.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2300/8416 [00:18<00:49, 123.13it/s]
    Epoch 3:  82%|████████▏ | 27550/33666 [15:53<03:31, 28.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2301/8416 [00:18<00:49, 123.13it/s]
    Epoch 3:  82%|████████▏ | 27551/33666 [15:53<03:31, 28.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2302/8416 [00:18<00:49, 123.13it/s]
    Epoch 3:  82%|████████▏ | 27552/33666 [15:53<03:31, 28.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2303/8416 [00:18<00:49, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27553/33666 [15:53<03:31, 28.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2304/8416 [00:18<00:49, 123.13it/s]
    Epoch 3:  82%|████████▏ | 27554/33666 [15:53<03:31, 28.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2305/8416 [00:18<00:49, 123.13it/s]
    Epoch 3:  82%|████████▏ | 27555/33666 [15:53<03:31, 28.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2306/8416 [00:18<00:49, 123.13it/s]
    Epoch 3:  82%|████████▏ | 27556/33666 [15:53<03:31, 28.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2307/8416 [00:18<00:49, 123.13it/s]
    Epoch 3:  82%|████████▏ | 27557/33666 [15:53<03:31, 28.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2308/8416 [00:18<00:49, 123.13it/s]
    Epoch 3:  82%|████████▏ | 27558/33666 [15:53<03:31, 28.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2309/8416 [00:18<00:49, 123.13it/s]
    Epoch 3:  82%|████████▏ | 27559/33666 [15:53<03:31, 28.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2310/8416 [00:18<00:49, 123.13it/s]
    Epoch 3:  82%|████████▏ | 27560/33666 [15:53<03:31, 28.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2311/8416 [00:18<00:49, 123.13it/s]
    Epoch 3:  82%|████████▏ | 27561/33666 [15:53<03:31, 28.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2312/8416 [00:18<00:49, 123.13it/s]
    Epoch 3:  82%|████████▏ | 27562/33666 [15:53<03:31, 28.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2313/8416 [00:18<00:49, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27563/33666 [15:53<03:31, 28.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2314/8416 [00:18<00:49, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27564/33666 [15:53<03:31, 28.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2315/8416 [00:18<00:49, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27565/33666 [15:53<03:31, 28.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2316/8416 [00:18<00:49, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27566/33666 [15:53<03:30, 28.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2317/8416 [00:18<00:49, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27567/33666 [15:53<03:30, 28.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2318/8416 [00:18<00:49, 123.15it/s]
    Epoch 3:  82%|████████▏ | 27568/33666 [15:53<03:30, 28.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2319/8416 [00:18<00:49, 123.15it/s]
    Epoch 3:  82%|████████▏ | 27569/33666 [15:53<03:30, 28.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2320/8416 [00:18<00:49, 123.15it/s]
    Epoch 3:  82%|████████▏ | 27570/33666 [15:53<03:30, 28.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2321/8416 [00:18<00:49, 123.15it/s]
    Epoch 3:  82%|████████▏ | 27571/33666 [15:53<03:30, 28.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2322/8416 [00:18<00:49, 123.15it/s]
    Epoch 3:  82%|████████▏ | 27572/33666 [15:53<03:30, 28.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2323/8416 [00:18<00:49, 123.15it/s]
    Epoch 3:  82%|████████▏ | 27573/33666 [15:53<03:30, 28.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2324/8416 [00:18<00:49, 123.16it/s]
    Epoch 3:  82%|████████▏ | 27574/33666 [15:53<03:30, 28.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2325/8416 [00:18<00:49, 123.16it/s]
    Epoch 3:  82%|████████▏ | 27575/33666 [15:53<03:30, 28.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2326/8416 [00:18<00:49, 123.16it/s]
    Epoch 3:  82%|████████▏ | 27576/33666 [15:53<03:30, 28.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2327/8416 [00:18<00:49, 123.16it/s]
    Epoch 3:  82%|████████▏ | 27577/33666 [15:53<03:30, 28.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2328/8416 [00:18<00:49, 123.16it/s]
    Epoch 3:  82%|████████▏ | 27578/33666 [15:53<03:30, 28.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2329/8416 [00:18<00:49, 123.17it/s]
    Epoch 3:  82%|████████▏ | 27579/33666 [15:53<03:30, 28.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2330/8416 [00:18<00:49, 123.17it/s]
    Epoch 3:  82%|████████▏ | 27580/33666 [15:53<03:30, 28.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2331/8416 [00:18<00:49, 123.17it/s]
    Epoch 3:  82%|████████▏ | 27581/33666 [15:53<03:30, 28.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2332/8416 [00:18<00:49, 123.17it/s]
    Epoch 3:  82%|████████▏ | 27582/33666 [15:53<03:30, 28.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2333/8416 [00:18<00:49, 123.17it/s]
    Epoch 3:  82%|████████▏ | 27583/33666 [15:53<03:30, 28.93it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2334/8416 [00:18<00:49, 123.17it/s]
    Epoch 3:  82%|████████▏ | 27584/33666 [15:53<03:30, 28.93it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2335/8416 [00:18<00:49, 123.17it/s]
    Epoch 3:  82%|████████▏ | 27585/33666 [15:53<03:30, 28.93it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2336/8416 [00:18<00:49, 123.18it/s]
    Epoch 3:  82%|████████▏ | 27586/33666 [15:53<03:30, 28.93it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2337/8416 [00:18<00:49, 123.18it/s]
    Epoch 3:  82%|████████▏ | 27587/33666 [15:53<03:30, 28.93it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2338/8416 [00:18<00:49, 123.18it/s]
    Epoch 3:  82%|████████▏ | 27588/33666 [15:53<03:30, 28.93it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2339/8416 [00:18<00:49, 123.18it/s]
    Epoch 3:  82%|████████▏ | 27589/33666 [15:53<03:30, 28.93it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2340/8416 [00:18<00:49, 123.18it/s]
    Epoch 3:  82%|████████▏ | 27590/33666 [15:53<03:30, 28.93it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2341/8416 [00:19<00:49, 123.18it/s]
    Epoch 3:  82%|████████▏ | 27591/33666 [15:53<03:29, 28.93it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2342/8416 [00:19<00:49, 123.19it/s]
    Epoch 3:  82%|████████▏ | 27592/33666 [15:53<03:29, 28.93it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2343/8416 [00:19<00:49, 123.19it/s]
    Epoch 3:  82%|████████▏ | 27593/33666 [15:53<03:29, 28.93it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2344/8416 [00:19<00:49, 123.19it/s]
    Epoch 3:  82%|████████▏ | 27594/33666 [15:53<03:29, 28.93it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2345/8416 [00:19<00:49, 123.19it/s]
    Epoch 3:  82%|████████▏ | 27595/33666 [15:53<03:29, 28.93it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2346/8416 [00:19<00:49, 123.19it/s]
    Epoch 3:  82%|████████▏ | 27596/33666 [15:53<03:29, 28.94it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2347/8416 [00:19<00:49, 123.16it/s]
    Epoch 3:  82%|████████▏ | 27597/33666 [15:53<03:29, 28.94it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2348/8416 [00:19<00:49, 123.16it/s]
    Epoch 3:  82%|████████▏ | 27598/33666 [15:53<03:29, 28.94it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2349/8416 [00:19<00:49, 123.16it/s]
    Epoch 3:  82%|████████▏ | 27599/33666 [15:53<03:29, 28.94it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2350/8416 [00:19<00:49, 123.16it/s]
    Epoch 3:  82%|████████▏ | 27600/33666 [15:53<03:29, 28.94it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2351/8416 [00:19<00:49, 123.16it/s]
    Epoch 3:  82%|████████▏ | 27601/33666 [15:53<03:29, 28.94it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2352/8416 [00:19<00:49, 123.16it/s]
    Epoch 3:  82%|████████▏ | 27602/33666 [15:53<03:29, 28.94it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2353/8416 [00:19<00:49, 123.16it/s]
    Epoch 3:  82%|████████▏ | 27603/33666 [15:53<03:29, 28.94it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2354/8416 [00:19<00:49, 123.16it/s]
    Epoch 3:  82%|████████▏ | 27604/33666 [15:53<03:29, 28.94it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2355/8416 [00:19<00:49, 123.16it/s]
    Epoch 3:  82%|████████▏ | 27605/33666 [15:53<03:29, 28.94it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2356/8416 [00:19<00:49, 123.13it/s]
    Epoch 3:  82%|████████▏ | 27606/33666 [15:53<03:29, 28.94it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2357/8416 [00:19<00:49, 123.13it/s]
    Epoch 3:  82%|████████▏ | 27607/33666 [15:53<03:29, 28.94it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2358/8416 [00:19<00:49, 123.13it/s]
    Epoch 3:  82%|████████▏ | 27608/33666 [15:53<03:29, 28.95it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2359/8416 [00:19<00:49, 123.13it/s]
    Epoch 3:  82%|████████▏ | 27609/33666 [15:53<03:29, 28.95it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2360/8416 [00:19<00:49, 123.13it/s]
    Epoch 3:  82%|████████▏ | 27610/33666 [15:53<03:29, 28.95it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2361/8416 [00:19<00:49, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27611/33666 [15:53<03:29, 28.95it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2362/8416 [00:19<00:49, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27612/33666 [15:53<03:29, 28.95it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2363/8416 [00:19<00:49, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27613/33666 [15:53<03:29, 28.95it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2364/8416 [00:19<00:49, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27614/33666 [15:53<03:29, 28.95it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2365/8416 [00:19<00:49, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27615/33666 [15:53<03:29, 28.95it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2366/8416 [00:19<00:49, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27616/33666 [15:53<03:28, 28.95it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2367/8416 [00:19<00:49, 123.15it/s]
    Epoch 3:  82%|████████▏ | 27617/33666 [15:53<03:28, 28.95it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2368/8416 [00:19<00:49, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27618/33666 [15:53<03:28, 28.95it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2369/8416 [00:19<00:49, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27619/33666 [15:53<03:28, 28.95it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2370/8416 [00:19<00:49, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27620/33666 [15:53<03:28, 28.95it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2371/8416 [00:19<00:49, 123.15it/s]
    Epoch 3:  82%|████████▏ | 27621/33666 [15:53<03:28, 28.96it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2372/8416 [00:19<00:49, 123.15it/s]
    Epoch 3:  82%|████████▏ | 27622/33666 [15:53<03:28, 28.96it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2373/8416 [00:19<00:49, 123.15it/s]
    Epoch 3:  82%|████████▏ | 27623/33666 [15:53<03:28, 28.96it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2374/8416 [00:19<00:49, 123.15it/s]
    Epoch 3:  82%|████████▏ | 27624/33666 [15:53<03:28, 28.96it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2375/8416 [00:19<00:49, 123.15it/s]
    Epoch 3:  82%|████████▏ | 27625/33666 [15:53<03:28, 28.96it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2376/8416 [00:19<00:49, 123.16it/s]
    Epoch 3:  82%|████████▏ | 27626/33666 [15:53<03:28, 28.96it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2377/8416 [00:19<00:49, 123.16it/s]
    Epoch 3:  82%|████████▏ | 27627/33666 [15:53<03:28, 28.96it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2378/8416 [00:19<00:49, 123.16it/s]
    Epoch 3:  82%|████████▏ | 27628/33666 [15:53<03:28, 28.96it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2379/8416 [00:19<00:49, 123.16it/s]
    Epoch 3:  82%|████████▏ | 27629/33666 [15:53<03:28, 28.96it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2380/8416 [00:19<00:49, 123.16it/s]
    Epoch 3:  82%|████████▏ | 27630/33666 [15:53<03:28, 28.96it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2381/8416 [00:19<00:48, 123.16it/s]
    Epoch 3:  82%|████████▏ | 27631/33666 [15:53<03:28, 28.96it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2382/8416 [00:19<00:48, 123.17it/s]
    Epoch 3:  82%|████████▏ | 27632/33666 [15:53<03:28, 28.96it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2383/8416 [00:19<00:48, 123.17it/s]
    Epoch 3:  82%|████████▏ | 27633/33666 [15:54<03:28, 28.97it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2384/8416 [00:19<00:48, 123.17it/s]
    Epoch 3:  82%|████████▏ | 27634/33666 [15:54<03:28, 28.97it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2385/8416 [00:19<00:48, 123.17it/s]
    Epoch 3:  82%|████████▏ | 27635/33666 [15:54<03:28, 28.97it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2386/8416 [00:19<00:48, 123.17it/s]
    Epoch 3:  82%|████████▏ | 27636/33666 [15:54<03:28, 28.97it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2387/8416 [00:19<00:48, 123.18it/s]
    Epoch 3:  82%|████████▏ | 27637/33666 [15:54<03:28, 28.97it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2388/8416 [00:19<00:48, 123.18it/s]
    Epoch 3:  82%|████████▏ | 27638/33666 [15:54<03:28, 28.97it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2389/8416 [00:19<00:48, 123.18it/s]
    Epoch 3:  82%|████████▏ | 27639/33666 [15:54<03:28, 28.97it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2390/8416 [00:19<00:48, 123.18it/s]
    Epoch 3:  82%|████████▏ | 27640/33666 [15:54<03:28, 28.97it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2391/8416 [00:19<00:48, 123.18it/s]
    Epoch 3:  82%|████████▏ | 27641/33666 [15:54<03:27, 28.97it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2392/8416 [00:19<00:48, 123.18it/s]
    Epoch 3:  82%|████████▏ | 27642/33666 [15:54<03:27, 28.97it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2393/8416 [00:19<00:48, 123.19it/s]
    Epoch 3:  82%|████████▏ | 27643/33666 [15:54<03:27, 28.97it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2394/8416 [00:19<00:48, 123.19it/s]
    Epoch 3:  82%|████████▏ | 27644/33666 [15:54<03:27, 28.97it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2395/8416 [00:19<00:48, 123.19it/s]
    Epoch 3:  82%|████████▏ | 27645/33666 [15:54<03:27, 28.97it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2396/8416 [00:19<00:48, 123.19it/s]
    Epoch 3:  82%|████████▏ | 27646/33666 [15:54<03:27, 28.98it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2397/8416 [00:19<00:48, 123.19it/s]
    Epoch 3:  82%|████████▏ | 27647/33666 [15:54<03:27, 28.98it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2398/8416 [00:19<00:48, 123.19it/s]
    Epoch 3:  82%|████████▏ | 27648/33666 [15:54<03:27, 28.98it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2399/8416 [00:19<00:48, 123.20it/s]
    Epoch 3:  82%|████████▏ | 27649/33666 [15:54<03:27, 28.98it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2400/8416 [00:19<00:48, 123.17it/s]
    Epoch 3:  82%|████████▏ | 27650/33666 [15:54<03:27, 28.98it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2401/8416 [00:19<00:48, 123.17it/s]
    Epoch 3:  82%|████████▏ | 27651/33666 [15:54<03:27, 28.98it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2402/8416 [00:19<00:48, 123.17it/s]
    Epoch 3:  82%|████████▏ | 27652/33666 [15:54<03:27, 28.98it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2403/8416 [00:19<00:48, 123.17it/s]
    Epoch 3:  82%|████████▏ | 27653/33666 [15:54<03:27, 28.98it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2404/8416 [00:19<00:48, 123.17it/s]
    Epoch 3:  82%|████████▏ | 27654/33666 [15:54<03:27, 28.98it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2405/8416 [00:19<00:48, 123.17it/s]
    Epoch 3:  82%|████████▏ | 27655/33666 [15:54<03:27, 28.98it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2406/8416 [00:19<00:48, 123.17it/s]
    Epoch 3:  82%|████████▏ | 27656/33666 [15:54<03:27, 28.98it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2407/8416 [00:19<00:48, 123.17it/s]
    Epoch 3:  82%|████████▏ | 27657/33666 [15:54<03:27, 28.98it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2408/8416 [00:19<00:48, 123.17it/s]
    Epoch 3:  82%|████████▏ | 27658/33666 [15:54<03:27, 28.99it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2409/8416 [00:19<00:48, 123.17it/s]
    Epoch 3:  82%|████████▏ | 27659/33666 [15:54<03:27, 28.99it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2410/8416 [00:19<00:48, 123.17it/s]
    Epoch 3:  82%|████████▏ | 27660/33666 [15:54<03:27, 28.99it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2411/8416 [00:19<00:48, 123.17it/s]
    Epoch 3:  82%|████████▏ | 27661/33666 [15:54<03:27, 28.99it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2412/8416 [00:19<00:48, 123.17it/s]
    Epoch 3:  82%|████████▏ | 27662/33666 [15:54<03:27, 28.99it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2413/8416 [00:19<00:48, 123.17it/s]
    Epoch 3:  82%|████████▏ | 27663/33666 [15:54<03:27, 28.99it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2414/8416 [00:19<00:48, 123.16it/s]
    Epoch 3:  82%|████████▏ | 27664/33666 [15:54<03:27, 28.99it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2415/8416 [00:19<00:48, 123.16it/s]
    Epoch 3:  82%|████████▏ | 27665/33666 [15:54<03:26, 28.99it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2416/8416 [00:19<00:48, 123.16it/s]
    Epoch 3:  82%|████████▏ | 27666/33666 [15:54<03:26, 28.99it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2417/8416 [00:19<00:48, 123.16it/s]
    Epoch 3:  82%|████████▏ | 27667/33666 [15:54<03:26, 28.99it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2418/8416 [00:19<00:48, 123.16it/s]
    Epoch 3:  82%|████████▏ | 27668/33666 [15:54<03:26, 28.99it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2419/8416 [00:19<00:48, 123.16it/s]
    Epoch 3:  82%|████████▏ | 27669/33666 [15:54<03:26, 28.99it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2420/8416 [00:19<00:48, 123.16it/s]
    Epoch 3:  82%|████████▏ | 27670/33666 [15:54<03:26, 28.99it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2421/8416 [00:19<00:48, 123.16it/s]
    Epoch 3:  82%|████████▏ | 27671/33666 [15:54<03:26, 29.00it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2422/8416 [00:19<00:48, 123.16it/s]
    Epoch 3:  82%|████████▏ | 27672/33666 [15:54<03:26, 29.00it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2423/8416 [00:19<00:48, 123.16it/s]
    Epoch 3:  82%|████████▏ | 27673/33666 [15:54<03:26, 29.00it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2424/8416 [00:19<00:48, 123.16it/s]
    Epoch 3:  82%|████████▏ | 27674/33666 [15:54<03:26, 29.00it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2425/8416 [00:19<00:48, 123.16it/s]
    Epoch 3:  82%|████████▏ | 27675/33666 [15:54<03:26, 29.00it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2426/8416 [00:19<00:48, 123.16it/s]
    Epoch 3:  82%|████████▏ | 27676/33666 [15:54<03:26, 29.00it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2427/8416 [00:19<00:48, 123.16it/s]
    Epoch 3:  82%|████████▏ | 27677/33666 [15:54<03:26, 29.00it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2428/8416 [00:19<00:48, 123.16it/s]
    Epoch 3:  82%|████████▏ | 27678/33666 [15:54<03:26, 29.00it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2429/8416 [00:19<00:48, 123.16it/s]
    Epoch 3:  82%|████████▏ | 27679/33666 [15:54<03:26, 29.00it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2430/8416 [00:19<00:48, 123.16it/s]
    Epoch 3:  82%|████████▏ | 27680/33666 [15:54<03:26, 29.00it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2431/8416 [00:19<00:48, 123.16it/s]
    Epoch 3:  82%|████████▏ | 27681/33666 [15:54<03:26, 29.00it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2432/8416 [00:19<00:48, 123.15it/s]
    Epoch 3:  82%|████████▏ | 27682/33666 [15:54<03:26, 29.00it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2433/8416 [00:19<00:48, 123.15it/s]
    Epoch 3:  82%|████████▏ | 27683/33666 [15:54<03:26, 29.01it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2434/8416 [00:19<00:48, 123.15it/s]
    Epoch 3:  82%|████████▏ | 27684/33666 [15:54<03:26, 29.01it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2435/8416 [00:19<00:48, 123.15it/s]
    Epoch 3:  82%|████████▏ | 27685/33666 [15:54<03:26, 29.01it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2436/8416 [00:19<00:48, 123.15it/s]
    Epoch 3:  82%|████████▏ | 27686/33666 [15:54<03:26, 29.01it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2437/8416 [00:19<00:48, 123.15it/s]
    Epoch 3:  82%|████████▏ | 27687/33666 [15:54<03:26, 29.01it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2438/8416 [00:19<00:48, 123.15it/s]
    Epoch 3:  82%|████████▏ | 27688/33666 [15:54<03:26, 29.01it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2439/8416 [00:19<00:48, 123.15it/s]
    Epoch 3:  82%|████████▏ | 27689/33666 [15:54<03:26, 29.01it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2440/8416 [00:19<00:48, 123.15it/s]
    Epoch 3:  82%|████████▏ | 27690/33666 [15:54<03:25, 29.01it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2441/8416 [00:19<00:48, 123.15it/s]
    Epoch 3:  82%|████████▏ | 27691/33666 [15:54<03:25, 29.01it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2442/8416 [00:19<00:48, 123.15it/s]
    Epoch 3:  82%|████████▏ | 27692/33666 [15:54<03:25, 29.01it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2443/8416 [00:19<00:48, 123.15it/s]
    Epoch 3:  82%|████████▏ | 27693/33666 [15:54<03:25, 29.01it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2444/8416 [00:19<00:48, 123.15it/s]
    Epoch 3:  82%|████████▏ | 27694/33666 [15:54<03:25, 29.01it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2445/8416 [00:19<00:48, 123.15it/s]
    Epoch 3:  82%|████████▏ | 27695/33666 [15:54<03:25, 29.01it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2446/8416 [00:19<00:48, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27696/33666 [15:54<03:25, 29.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2447/8416 [00:19<00:48, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27697/33666 [15:54<03:25, 29.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2448/8416 [00:19<00:48, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27698/33666 [15:54<03:25, 29.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2449/8416 [00:19<00:48, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27699/33666 [15:54<03:25, 29.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2450/8416 [00:19<00:48, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27700/33666 [15:54<03:25, 29.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2451/8416 [00:19<00:48, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27701/33666 [15:54<03:25, 29.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2452/8416 [00:19<00:48, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27702/33666 [15:54<03:25, 29.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2453/8416 [00:19<00:48, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27703/33666 [15:54<03:25, 29.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2454/8416 [00:19<00:48, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27704/33666 [15:54<03:25, 29.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2455/8416 [00:19<00:48, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27705/33666 [15:54<03:25, 29.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2456/8416 [00:19<00:48, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27706/33666 [15:54<03:25, 29.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2457/8416 [00:19<00:48, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27707/33666 [15:54<03:25, 29.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2458/8416 [00:19<00:48, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27708/33666 [15:54<03:25, 29.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2459/8416 [00:19<00:48, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27709/33666 [15:54<03:25, 29.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2460/8416 [00:19<00:48, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27710/33666 [15:54<03:25, 29.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2461/8416 [00:19<00:48, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27711/33666 [15:54<03:25, 29.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2462/8416 [00:19<00:48, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27712/33666 [15:54<03:25, 29.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2463/8416 [00:20<00:48, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27713/33666 [15:54<03:25, 29.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2464/8416 [00:20<00:48, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27714/33666 [15:54<03:25, 29.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2465/8416 [00:20<00:48, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27715/33666 [15:54<03:24, 29.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2466/8416 [00:20<00:48, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27716/33666 [15:54<03:24, 29.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2467/8416 [00:20<00:48, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27717/33666 [15:54<03:24, 29.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2468/8416 [00:20<00:48, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27718/33666 [15:54<03:24, 29.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2469/8416 [00:20<00:48, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27719/33666 [15:54<03:24, 29.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2470/8416 [00:20<00:48, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27720/33666 [15:54<03:24, 29.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2471/8416 [00:20<00:48, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27721/33666 [15:54<03:24, 29.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2472/8416 [00:20<00:48, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27722/33666 [15:54<03:24, 29.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2473/8416 [00:20<00:48, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27723/33666 [15:54<03:24, 29.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2474/8416 [00:20<00:48, 123.14it/s]
    Epoch 3:  82%|████████▏ | 27724/33666 [15:54<03:24, 29.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2475/8416 [00:20<00:48, 123.13it/s]
    Epoch 3:  82%|████████▏ | 27725/33666 [15:54<03:24, 29.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2476/8416 [00:20<00:48, 123.13it/s]
    Epoch 3:  82%|████████▏ | 27726/33666 [15:54<03:24, 29.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2477/8416 [00:20<00:48, 123.13it/s]
    Epoch 3:  82%|████████▏ | 27727/33666 [15:54<03:24, 29.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2478/8416 [00:20<00:48, 123.13it/s]
    Epoch 3:  82%|████████▏ | 27728/33666 [15:54<03:24, 29.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2479/8416 [00:20<00:48, 123.13it/s]
    Epoch 3:  82%|████████▏ | 27729/33666 [15:54<03:24, 29.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2480/8416 [00:20<00:48, 123.13it/s]
    Epoch 3:  82%|████████▏ | 27730/33666 [15:54<03:24, 29.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2481/8416 [00:20<00:48, 123.13it/s]
    Epoch 3:  82%|████████▏ | 27731/33666 [15:54<03:24, 29.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2482/8416 [00:20<00:48, 123.10it/s]
    Epoch 3:  82%|████████▏ | 27732/33666 [15:54<03:24, 29.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2483/8416 [00:20<00:48, 123.10it/s]
    Epoch 3:  82%|████████▏ | 27733/33666 [15:54<03:24, 29.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2484/8416 [00:20<00:48, 123.10it/s]
    Epoch 3:  82%|████████▏ | 27734/33666 [15:54<03:24, 29.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2485/8416 [00:20<00:48, 123.10it/s]
    Epoch 3:  82%|████████▏ | 27735/33666 [15:54<03:24, 29.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2486/8416 [00:20<00:48, 123.10it/s]
    Epoch 3:  82%|████████▏ | 27736/33666 [15:54<03:24, 29.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2487/8416 [00:20<00:48, 123.10it/s]
    Epoch 3:  82%|████████▏ | 27737/33666 [15:54<03:24, 29.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2488/8416 [00:20<00:48, 123.10it/s]
    Epoch 3:  82%|████████▏ | 27738/33666 [15:54<03:24, 29.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2489/8416 [00:20<00:48, 123.10it/s]
    Epoch 3:  82%|████████▏ | 27739/33666 [15:54<03:24, 29.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2490/8416 [00:20<00:48, 123.10it/s]
    Epoch 3:  82%|████████▏ | 27740/33666 [15:54<03:23, 29.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2491/8416 [00:20<00:48, 123.10it/s]
    Epoch 3:  82%|████████▏ | 27741/33666 [15:54<03:23, 29.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2492/8416 [00:20<00:48, 123.09it/s]
    Epoch 3:  82%|████████▏ | 27742/33666 [15:54<03:23, 29.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2493/8416 [00:20<00:48, 123.09it/s]
    Epoch 3:  82%|████████▏ | 27743/33666 [15:54<03:23, 29.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2494/8416 [00:20<00:48, 123.09it/s]
    Epoch 3:  82%|████████▏ | 27744/33666 [15:54<03:23, 29.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2495/8416 [00:20<00:48, 123.09it/s]
    Epoch 3:  82%|████████▏ | 27745/33666 [15:54<03:23, 29.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2496/8416 [00:20<00:48, 123.09it/s]
    Epoch 3:  82%|████████▏ | 27746/33666 [15:54<03:23, 29.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2497/8416 [00:20<00:48, 123.09it/s]
    Epoch 3:  82%|████████▏ | 27747/33666 [15:54<03:23, 29.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2498/8416 [00:20<00:48, 123.09it/s]
    Epoch 3:  82%|████████▏ | 27748/33666 [15:54<03:23, 29.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2499/8416 [00:20<00:48, 123.09it/s]
    Epoch 3:  82%|████████▏ | 27749/33666 [15:54<03:23, 29.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2500/8416 [00:20<00:48, 123.09it/s]
    Epoch 3:  82%|████████▏ | 27750/33666 [15:54<03:23, 29.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2501/8416 [00:20<00:48, 123.09it/s]
    Epoch 3:  82%|████████▏ | 27751/33666 [15:54<03:23, 29.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2502/8416 [00:20<00:48, 123.09it/s]
    Epoch 3:  82%|████████▏ | 27752/33666 [15:54<03:23, 29.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2503/8416 [00:20<00:48, 123.09it/s]
    Epoch 3:  82%|████████▏ | 27753/33666 [15:54<03:23, 29.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2504/8416 [00:20<00:48, 123.09it/s]
    Epoch 3:  82%|████████▏ | 27754/33666 [15:55<03:23, 29.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2505/8416 [00:20<00:48, 123.09it/s]
    Epoch 3:  82%|████████▏ | 27755/33666 [15:55<03:23, 29.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2506/8416 [00:20<00:48, 123.09it/s]
    Epoch 3:  82%|████████▏ | 27756/33666 [15:55<03:23, 29.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2507/8416 [00:20<00:48, 123.09it/s]
    Epoch 3:  82%|████████▏ | 27757/33666 [15:55<03:23, 29.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2508/8416 [00:20<00:47, 123.09it/s]
    Epoch 3:  82%|████████▏ | 27758/33666 [15:55<03:23, 29.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2509/8416 [00:20<00:47, 123.09it/s]
    Epoch 3:  82%|████████▏ | 27759/33666 [15:55<03:23, 29.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2510/8416 [00:20<00:47, 123.09it/s]
    Epoch 3:  82%|████████▏ | 27760/33666 [15:55<03:23, 29.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2511/8416 [00:20<00:47, 123.09it/s]
    Epoch 3:  82%|████████▏ | 27761/33666 [15:55<03:23, 29.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2512/8416 [00:20<00:47, 123.09it/s]
    Epoch 3:  82%|████████▏ | 27762/33666 [15:55<03:23, 29.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2513/8416 [00:20<00:47, 123.09it/s]
    Epoch 3:  82%|████████▏ | 27763/33666 [15:55<03:23, 29.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2514/8416 [00:20<00:47, 123.09it/s]
    Epoch 3:  82%|████████▏ | 27764/33666 [15:55<03:23, 29.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2515/8416 [00:20<00:47, 123.09it/s]
    Epoch 3:  82%|████████▏ | 27765/33666 [15:55<03:22, 29.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2516/8416 [00:20<00:47, 123.08it/s]
    Epoch 3:  82%|████████▏ | 27766/33666 [15:55<03:22, 29.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2517/8416 [00:20<00:47, 123.08it/s]
    Epoch 3:  82%|████████▏ | 27767/33666 [15:55<03:22, 29.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2518/8416 [00:20<00:47, 123.09it/s]
    Epoch 3:  82%|████████▏ | 27768/33666 [15:55<03:22, 29.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2519/8416 [00:20<00:47, 123.08it/s]
    Epoch 3:  82%|████████▏ | 27769/33666 [15:55<03:22, 29.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2520/8416 [00:20<00:47, 123.08it/s]
    Epoch 3:  82%|████████▏ | 27770/33666 [15:55<03:22, 29.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2521/8416 [00:20<00:47, 123.06it/s]
    Epoch 3:  82%|████████▏ | 27771/33666 [15:55<03:22, 29.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2522/8416 [00:20<00:47, 123.06it/s]
    Epoch 3:  82%|████████▏ | 27772/33666 [15:55<03:22, 29.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2523/8416 [00:20<00:47, 123.06it/s]
    Epoch 3:  82%|████████▏ | 27773/33666 [15:55<03:22, 29.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2524/8416 [00:20<00:47, 123.06it/s]
    Epoch 3:  82%|████████▏ | 27774/33666 [15:55<03:22, 29.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|███       | 2525/8416 [00:20<00:47, 123.06it/s]
    Epoch 3:  83%|████████▎ | 27775/33666 [15:55<03:22, 29.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|███       | 2526/8416 [00:20<00:47, 123.06it/s]
    Epoch 3:  83%|████████▎ | 27776/33666 [15:55<03:22, 29.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|███       | 2527/8416 [00:20<00:47, 123.06it/s]
    Epoch 3:  83%|████████▎ | 27777/33666 [15:55<03:22, 29.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|███       | 2528/8416 [00:20<00:47, 123.06it/s]
    Epoch 3:  83%|████████▎ | 27778/33666 [15:55<03:22, 29.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|███       | 2529/8416 [00:20<00:47, 123.06it/s]
    Epoch 3:  83%|████████▎ | 27779/33666 [15:55<03:22, 29.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|███       | 2530/8416 [00:20<00:47, 123.06it/s]
    Epoch 3:  83%|████████▎ | 27780/33666 [15:55<03:22, 29.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|███       | 2531/8416 [00:20<00:47, 123.06it/s]
    Epoch 3:  83%|████████▎ | 27781/33666 [15:55<03:22, 29.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|███       | 2532/8416 [00:20<00:47, 123.06it/s]
    Epoch 3:  83%|████████▎ | 27782/33666 [15:55<03:22, 29.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|███       | 2533/8416 [00:20<00:47, 123.06it/s]
    Epoch 3:  83%|████████▎ | 27783/33666 [15:55<03:22, 29.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|███       | 2534/8416 [00:20<00:47, 123.06it/s]
    Epoch 3:  83%|████████▎ | 27784/33666 [15:55<03:22, 29.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|███       | 2535/8416 [00:20<00:47, 123.06it/s]
    Epoch 3:  83%|████████▎ | 27785/33666 [15:55<03:22, 29.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|███       | 2536/8416 [00:20<00:47, 123.06it/s]
    Epoch 3:  83%|████████▎ | 27786/33666 [15:55<03:22, 29.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|███       | 2537/8416 [00:20<00:47, 123.06it/s]
    Epoch 3:  83%|████████▎ | 27787/33666 [15:55<03:22, 29.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|███       | 2538/8416 [00:20<00:47, 123.06it/s]
    Epoch 3:  83%|████████▎ | 27788/33666 [15:55<03:22, 29.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|███       | 2539/8416 [00:20<00:47, 123.06it/s]
    Epoch 3:  83%|████████▎ | 27789/33666 [15:55<03:22, 29.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|███       | 2540/8416 [00:20<00:47, 123.06it/s]
    Epoch 3:  83%|████████▎ | 27790/33666 [15:55<03:21, 29.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|███       | 2541/8416 [00:20<00:47, 123.06it/s]
    Epoch 3:  83%|████████▎ | 27791/33666 [15:55<03:21, 29.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|███       | 2542/8416 [00:20<00:47, 123.06it/s]
    Epoch 3:  83%|████████▎ | 27792/33666 [15:55<03:21, 29.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|███       | 2543/8416 [00:20<00:47, 123.06it/s]
    Epoch 3:  83%|████████▎ | 27793/33666 [15:55<03:21, 29.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|███       | 2544/8416 [00:20<00:47, 123.06it/s]
    Epoch 3:  83%|████████▎ | 27794/33666 [15:55<03:21, 29.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|███       | 2545/8416 [00:20<00:47, 123.06it/s]
    Epoch 3:  83%|████████▎ | 27795/33666 [15:55<03:21, 29.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|███       | 2546/8416 [00:20<00:47, 123.06it/s]
    Epoch 3:  83%|████████▎ | 27796/33666 [15:55<03:21, 29.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|███       | 2547/8416 [00:20<00:47, 123.06it/s]
    Epoch 3:  83%|████████▎ | 27797/33666 [15:55<03:21, 29.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|███       | 2548/8416 [00:20<00:47, 123.06it/s]
    Epoch 3:  83%|████████▎ | 27798/33666 [15:55<03:21, 29.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|███       | 2549/8416 [00:20<00:47, 123.06it/s]
    Epoch 3:  83%|████████▎ | 27799/33666 [15:55<03:21, 29.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|███       | 2550/8416 [00:20<00:47, 123.06it/s]
    Epoch 3:  83%|████████▎ | 27800/33666 [15:55<03:21, 29.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|███       | 2551/8416 [00:20<00:47, 123.06it/s]
    Epoch 3:  83%|████████▎ | 27801/33666 [15:55<03:21, 29.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|███       | 2552/8416 [00:20<00:47, 123.06it/s]
    Epoch 3:  83%|████████▎ | 27802/33666 [15:55<03:21, 29.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|███       | 2553/8416 [00:20<00:47, 123.06it/s]
    Epoch 3:  83%|████████▎ | 27803/33666 [15:55<03:21, 29.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|███       | 2554/8416 [00:20<00:47, 123.06it/s]
    Epoch 3:  83%|████████▎ | 27804/33666 [15:55<03:21, 29.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|███       | 2555/8416 [00:20<00:47, 123.06it/s]
    Epoch 3:  83%|████████▎ | 27805/33666 [15:55<03:21, 29.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|███       | 2556/8416 [00:20<00:47, 123.06it/s]
    Epoch 3:  83%|████████▎ | 27806/33666 [15:55<03:21, 29.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|███       | 2557/8416 [00:20<00:47, 123.06it/s]
    Epoch 3:  83%|████████▎ | 27807/33666 [15:55<03:21, 29.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|███       | 2558/8416 [00:20<00:47, 123.06it/s]
    Epoch 3:  83%|████████▎ | 27808/33666 [15:55<03:21, 29.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|███       | 2559/8416 [00:20<00:47, 123.06it/s]
    Epoch 3:  83%|████████▎ | 27809/33666 [15:55<03:21, 29.11it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|███       | 2560/8416 [00:20<00:47, 123.05it/s]
    Epoch 3:  83%|████████▎ | 27810/33666 [15:55<03:21, 29.11it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|███       | 2561/8416 [00:20<00:47, 123.05it/s]
    Epoch 3:  83%|████████▎ | 27811/33666 [15:55<03:21, 29.11it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|███       | 2562/8416 [00:20<00:47, 123.05it/s]
    Epoch 3:  83%|████████▎ | 27812/33666 [15:55<03:21, 29.11it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|███       | 2563/8416 [00:20<00:47, 123.05it/s]
    Epoch 3:  83%|████████▎ | 27813/33666 [15:55<03:21, 29.11it/s, loss=3.31, v_num=0]

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    Epoch 3:  83%|████████▎ | 27814/33666 [15:55<03:21, 29.11it/s, loss=3.31, v_num=0]

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    Epoch 3:  83%|████████▎ | 27815/33666 [15:55<03:20, 29.11it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  30%|███       | 2566/8416 [00:20<00:47, 123.05it/s]
    Epoch 3:  83%|████████▎ | 27816/33666 [15:55<03:20, 29.11it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  31%|███       | 2567/8416 [00:20<00:47, 123.05it/s]
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    Validation DataLoader 0:  31%|███       | 2591/8416 [00:21<00:47, 123.09it/s]
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    Validation DataLoader 0:  31%|███       | 2598/8416 [00:21<00:47, 123.09it/s]
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    Validation DataLoader 0:  31%|███       | 2599/8416 [00:21<00:47, 123.09it/s]
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    Validation DataLoader 0:  31%|███       | 2600/8416 [00:21<00:47, 123.09it/s]
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    Validation DataLoader 0:  31%|███       | 2601/8416 [00:21<00:47, 123.09it/s]
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    Validation DataLoader 0:  31%|███       | 2602/8416 [00:21<00:47, 123.09it/s]
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    Validation DataLoader 0:  31%|███       | 2603/8416 [00:21<00:47, 123.09it/s]
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    Validation DataLoader 0:  31%|███       | 2605/8416 [00:21<00:47, 123.09it/s]
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    Validation DataLoader 0:  31%|███       | 2608/8416 [00:21<00:47, 123.09it/s]
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    Validation DataLoader 0:  31%|███       | 2609/8416 [00:21<00:47, 123.09it/s]
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    Validation DataLoader 0:  31%|███       | 2617/8416 [00:21<00:47, 123.06it/s]
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    Validation DataLoader 0:  31%|███       | 2618/8416 [00:21<00:47, 123.06it/s]
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    Validation DataLoader 0:  31%|███       | 2619/8416 [00:21<00:47, 123.06it/s]
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    Validation DataLoader 0:  31%|███       | 2629/8416 [00:21<00:47, 123.05it/s]
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    Validation DataLoader 0:  31%|███▏      | 2631/8416 [00:21<00:47, 123.05it/s]
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    Validation DataLoader 0:  32%|███▏      | 2659/8416 [00:21<00:46, 123.04it/s]
    Epoch 3:  83%|████████▎ | 27909/33666 [15:56<03:17, 29.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2660/8416 [00:21<00:46, 123.04it/s]
    Epoch 3:  83%|████████▎ | 27910/33666 [15:56<03:17, 29.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2661/8416 [00:21<00:46, 123.04it/s]
    Epoch 3:  83%|████████▎ | 27911/33666 [15:56<03:17, 29.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2662/8416 [00:21<00:46, 123.04it/s]
    Epoch 3:  83%|████████▎ | 27912/33666 [15:56<03:17, 29.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2663/8416 [00:21<00:46, 123.04it/s]
    Epoch 3:  83%|████████▎ | 27913/33666 [15:56<03:17, 29.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2664/8416 [00:21<00:46, 123.04it/s]
    Epoch 3:  83%|████████▎ | 27914/33666 [15:56<03:17, 29.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2665/8416 [00:21<00:46, 123.04it/s]
    Epoch 3:  83%|████████▎ | 27915/33666 [15:56<03:17, 29.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2666/8416 [00:21<00:46, 123.04it/s]
    Epoch 3:  83%|████████▎ | 27916/33666 [15:56<03:16, 29.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2667/8416 [00:21<00:46, 123.05it/s]
    Epoch 3:  83%|████████▎ | 27917/33666 [15:56<03:16, 29.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2668/8416 [00:21<00:46, 123.05it/s]
    Epoch 3:  83%|████████▎ | 27918/33666 [15:56<03:16, 29.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2669/8416 [00:21<00:46, 123.05it/s]
    Epoch 3:  83%|████████▎ | 27919/33666 [15:56<03:16, 29.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2670/8416 [00:21<00:46, 123.05it/s]
    Epoch 3:  83%|████████▎ | 27920/33666 [15:56<03:16, 29.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2671/8416 [00:21<00:46, 123.05it/s]
    Epoch 3:  83%|████████▎ | 27921/33666 [15:56<03:16, 29.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2672/8416 [00:21<00:46, 123.05it/s]
    Epoch 3:  83%|████████▎ | 27922/33666 [15:56<03:16, 29.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2673/8416 [00:21<00:46, 123.05it/s]
    Epoch 3:  83%|████████▎ | 27923/33666 [15:56<03:16, 29.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2674/8416 [00:21<00:46, 123.04it/s]
    Epoch 3:  83%|████████▎ | 27924/33666 [15:56<03:16, 29.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2675/8416 [00:21<00:46, 123.04it/s]
    Epoch 3:  83%|████████▎ | 27925/33666 [15:56<03:16, 29.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2676/8416 [00:21<00:46, 123.04it/s]
    Epoch 3:  83%|████████▎ | 27926/33666 [15:56<03:16, 29.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2677/8416 [00:21<00:46, 123.04it/s]
    Epoch 3:  83%|████████▎ | 27927/33666 [15:56<03:16, 29.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2678/8416 [00:21<00:46, 123.04it/s]
    Epoch 3:  83%|████████▎ | 27928/33666 [15:56<03:16, 29.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2679/8416 [00:21<00:46, 123.04it/s]
    Epoch 3:  83%|████████▎ | 27929/33666 [15:56<03:16, 29.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2680/8416 [00:21<00:46, 123.04it/s]
    Epoch 3:  83%|████████▎ | 27930/33666 [15:56<03:16, 29.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2681/8416 [00:21<00:46, 123.04it/s]
    Epoch 3:  83%|████████▎ | 27931/33666 [15:56<03:16, 29.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2682/8416 [00:21<00:46, 123.05it/s]
    Epoch 3:  83%|████████▎ | 27932/33666 [15:56<03:16, 29.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2683/8416 [00:21<00:46, 123.05it/s]
    Epoch 3:  83%|████████▎ | 27933/33666 [15:56<03:16, 29.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2684/8416 [00:21<00:46, 123.05it/s]
    Epoch 3:  83%|████████▎ | 27934/33666 [15:56<03:16, 29.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2685/8416 [00:21<00:46, 123.05it/s]
    Epoch 3:  83%|████████▎ | 27935/33666 [15:56<03:16, 29.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2686/8416 [00:21<00:46, 123.04it/s]
    Epoch 3:  83%|████████▎ | 27936/33666 [15:56<03:16, 29.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2687/8416 [00:21<00:46, 123.04it/s]
    Epoch 3:  83%|████████▎ | 27937/33666 [15:56<03:16, 29.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2688/8416 [00:21<00:46, 123.03it/s]
    Epoch 3:  83%|████████▎ | 27938/33666 [15:56<03:16, 29.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2689/8416 [00:21<00:46, 123.03it/s]
    Epoch 3:  83%|████████▎ | 27939/33666 [15:56<03:16, 29.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2690/8416 [00:21<00:46, 123.03it/s]
    Epoch 3:  83%|████████▎ | 27940/33666 [15:56<03:16, 29.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2691/8416 [00:21<00:46, 123.03it/s]
    Epoch 3:  83%|████████▎ | 27941/33666 [15:56<03:15, 29.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2692/8416 [00:21<00:46, 123.04it/s]
    Epoch 3:  83%|████████▎ | 27942/33666 [15:56<03:15, 29.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2693/8416 [00:21<00:46, 123.04it/s]
    Epoch 3:  83%|████████▎ | 27943/33666 [15:56<03:15, 29.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2694/8416 [00:21<00:46, 123.03it/s]
    Epoch 3:  83%|████████▎ | 27944/33666 [15:56<03:15, 29.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2695/8416 [00:21<00:46, 123.03it/s]
    Epoch 3:  83%|████████▎ | 27945/33666 [15:56<03:15, 29.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2696/8416 [00:21<00:46, 123.03it/s]
    Epoch 3:  83%|████████▎ | 27946/33666 [15:56<03:15, 29.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2697/8416 [00:21<00:46, 123.03it/s]
    Epoch 3:  83%|████████▎ | 27947/33666 [15:56<03:15, 29.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2698/8416 [00:21<00:46, 123.03it/s]
    Epoch 3:  83%|████████▎ | 27948/33666 [15:56<03:15, 29.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2699/8416 [00:21<00:46, 123.03it/s]
    Epoch 3:  83%|████████▎ | 27949/33666 [15:56<03:15, 29.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2700/8416 [00:21<00:46, 123.03it/s]
    Epoch 3:  83%|████████▎ | 27950/33666 [15:56<03:15, 29.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2701/8416 [00:21<00:46, 123.02it/s]
    Epoch 3:  83%|████████▎ | 27951/33666 [15:56<03:15, 29.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2702/8416 [00:21<00:46, 123.02it/s]
    Epoch 3:  83%|████████▎ | 27952/33666 [15:56<03:15, 29.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2703/8416 [00:21<00:46, 123.02it/s]
    Epoch 3:  83%|████████▎ | 27953/33666 [15:56<03:15, 29.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2704/8416 [00:21<00:46, 123.02it/s]
    Epoch 3:  83%|████████▎ | 27954/33666 [15:56<03:15, 29.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2705/8416 [00:21<00:46, 123.03it/s]
    Epoch 3:  83%|████████▎ | 27955/33666 [15:56<03:15, 29.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2706/8416 [00:21<00:46, 123.03it/s]
    Epoch 3:  83%|████████▎ | 27956/33666 [15:56<03:15, 29.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2707/8416 [00:22<00:46, 123.03it/s]
    Epoch 3:  83%|████████▎ | 27957/33666 [15:56<03:15, 29.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2708/8416 [00:22<00:46, 123.03it/s]
    Epoch 3:  83%|████████▎ | 27958/33666 [15:56<03:15, 29.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2709/8416 [00:22<00:46, 123.03it/s]
    Epoch 3:  83%|████████▎ | 27959/33666 [15:56<03:15, 29.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2710/8416 [00:22<00:46, 123.03it/s]
    Epoch 3:  83%|████████▎ | 27960/33666 [15:56<03:15, 29.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2711/8416 [00:22<00:46, 123.04it/s]
    Epoch 3:  83%|████████▎ | 27961/33666 [15:56<03:15, 29.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2712/8416 [00:22<00:46, 123.04it/s]
    Epoch 3:  83%|████████▎ | 27962/33666 [15:56<03:15, 29.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2713/8416 [00:22<00:46, 123.04it/s]
    Epoch 3:  83%|████████▎ | 27963/33666 [15:56<03:15, 29.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2714/8416 [00:22<00:46, 123.04it/s]
    Epoch 3:  83%|████████▎ | 27964/33666 [15:56<03:15, 29.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2715/8416 [00:22<00:46, 123.04it/s]
    Epoch 3:  83%|████████▎ | 27965/33666 [15:56<03:15, 29.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2716/8416 [00:22<00:46, 123.04it/s]
    Epoch 3:  83%|████████▎ | 27966/33666 [15:56<03:14, 29.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2717/8416 [00:22<00:46, 123.04it/s]
    Epoch 3:  83%|████████▎ | 27967/33666 [15:56<03:14, 29.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2718/8416 [00:22<00:46, 123.04it/s]
    Epoch 3:  83%|████████▎ | 27968/33666 [15:56<03:14, 29.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2719/8416 [00:22<00:46, 123.05it/s]
    Epoch 3:  83%|████████▎ | 27969/33666 [15:56<03:14, 29.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2720/8416 [00:22<00:46, 123.05it/s]
    Epoch 3:  83%|████████▎ | 27970/33666 [15:56<03:14, 29.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2721/8416 [00:22<00:46, 123.05it/s]
    Epoch 3:  83%|████████▎ | 27971/33666 [15:56<03:14, 29.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2722/8416 [00:22<00:46, 123.05it/s]
    Epoch 3:  83%|████████▎ | 27972/33666 [15:56<03:14, 29.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2723/8416 [00:22<00:46, 123.04it/s]
    Epoch 3:  83%|████████▎ | 27973/33666 [15:56<03:14, 29.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2724/8416 [00:22<00:46, 123.04it/s]
    Epoch 3:  83%|████████▎ | 27974/33666 [15:56<03:14, 29.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2725/8416 [00:22<00:46, 123.04it/s]
    Epoch 3:  83%|████████▎ | 27975/33666 [15:56<03:14, 29.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2726/8416 [00:22<00:46, 123.04it/s]
    Epoch 3:  83%|████████▎ | 27976/33666 [15:56<03:14, 29.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2727/8416 [00:22<00:46, 123.04it/s]
    Epoch 3:  83%|████████▎ | 27977/33666 [15:56<03:14, 29.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2728/8416 [00:22<00:46, 123.04it/s]
    Epoch 3:  83%|████████▎ | 27978/33666 [15:56<03:14, 29.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2729/8416 [00:22<00:46, 123.05it/s]
    Epoch 3:  83%|████████▎ | 27979/33666 [15:56<03:14, 29.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2730/8416 [00:22<00:46, 123.05it/s]
    Epoch 3:  83%|████████▎ | 27980/33666 [15:56<03:14, 29.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2731/8416 [00:22<00:46, 123.05it/s]
    Epoch 3:  83%|████████▎ | 27981/33666 [15:56<03:14, 29.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2732/8416 [00:22<00:46, 123.05it/s]
    Epoch 3:  83%|████████▎ | 27982/33666 [15:56<03:14, 29.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2733/8416 [00:22<00:46, 123.05it/s]
    Epoch 3:  83%|████████▎ | 27983/33666 [15:56<03:14, 29.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2734/8416 [00:22<00:46, 123.03it/s]
    Epoch 3:  83%|████████▎ | 27984/33666 [15:56<03:14, 29.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2735/8416 [00:22<00:46, 123.00it/s]
    Epoch 3:  83%|████████▎ | 27985/33666 [15:56<03:14, 29.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2736/8416 [00:22<00:46, 123.00it/s]
    Epoch 3:  83%|████████▎ | 27986/33666 [15:56<03:14, 29.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2737/8416 [00:22<00:46, 123.00it/s]
    Epoch 3:  83%|████████▎ | 27987/33666 [15:56<03:14, 29.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2738/8416 [00:22<00:46, 123.00it/s]
    Epoch 3:  83%|████████▎ | 27988/33666 [15:56<03:14, 29.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2739/8416 [00:22<00:46, 123.00it/s]
    Epoch 3:  83%|████████▎ | 27989/33666 [15:56<03:14, 29.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2740/8416 [00:22<00:46, 123.00it/s]
    Epoch 3:  83%|████████▎ | 27990/33666 [15:56<03:14, 29.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2741/8416 [00:22<00:46, 123.00it/s]
    Epoch 3:  83%|████████▎ | 27991/33666 [15:56<03:14, 29.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2742/8416 [00:22<00:46, 123.00it/s]
    Epoch 3:  83%|████████▎ | 27992/33666 [15:56<03:13, 29.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2743/8416 [00:22<00:46, 123.00it/s]
    Epoch 3:  83%|████████▎ | 27993/33666 [15:56<03:13, 29.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2744/8416 [00:22<00:46, 123.00it/s]
    Epoch 3:  83%|████████▎ | 27994/33666 [15:56<03:13, 29.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2745/8416 [00:22<00:46, 123.00it/s]
    Epoch 3:  83%|████████▎ | 27995/33666 [15:56<03:13, 29.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2746/8416 [00:22<00:46, 123.00it/s]
    Epoch 3:  83%|████████▎ | 27996/33666 [15:56<03:13, 29.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2747/8416 [00:22<00:46, 123.00it/s]
    Epoch 3:  83%|████████▎ | 27997/33666 [15:56<03:13, 29.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2748/8416 [00:22<00:46, 123.01it/s]
    Epoch 3:  83%|████████▎ | 27998/33666 [15:56<03:13, 29.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2749/8416 [00:22<00:46, 123.01it/s]
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    Validation DataLoader 0:  33%|███▎      | 2771/8416 [00:22<00:45, 123.02it/s]
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    Validation DataLoader 0:  33%|███▎      | 2772/8416 [00:22<00:45, 123.02it/s]
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    Epoch 3:  83%|████████▎ | 28025/33666 [15:57<03:12, 29.28it/s, loss=3.31, v_num=0]

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    Epoch 3:  83%|████████▎ | 28026/33666 [15:57<03:12, 29.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2777/8416 [00:22<00:45, 123.02it/s]
    Epoch 3:  83%|████████▎ | 28027/33666 [15:57<03:12, 29.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2778/8416 [00:22<00:45, 123.02it/s]
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    Validation DataLoader 0:  33%|███▎      | 2779/8416 [00:22<00:45, 123.02it/s]
    Epoch 3:  83%|████████▎ | 28029/33666 [15:57<03:12, 29.28it/s, loss=3.31, v_num=0]

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    Epoch 3:  83%|████████▎ | 28030/33666 [15:57<03:12, 29.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2781/8416 [00:22<00:45, 123.02it/s]
    Epoch 3:  83%|████████▎ | 28031/33666 [15:57<03:12, 29.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2782/8416 [00:22<00:45, 123.02it/s]
    Epoch 3:  83%|████████▎ | 28032/33666 [15:57<03:12, 29.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2783/8416 [00:22<00:45, 123.02it/s]
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    Epoch 3:  83%|████████▎ | 28035/33666 [15:57<03:12, 29.29it/s, loss=3.31, v_num=0]

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    Epoch 3:  83%|████████▎ | 28036/33666 [15:57<03:12, 29.29it/s, loss=3.31, v_num=0]

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    Epoch 3:  83%|████████▎ | 28037/33666 [15:57<03:12, 29.29it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2788/8416 [00:22<00:45, 123.02it/s]
    Epoch 3:  83%|████████▎ | 28038/33666 [15:57<03:12, 29.29it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2789/8416 [00:22<00:45, 123.02it/s]
    Epoch 3:  83%|████████▎ | 28039/33666 [15:57<03:12, 29.29it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2790/8416 [00:22<00:45, 123.02it/s]
    Epoch 3:  83%|████████▎ | 28040/33666 [15:57<03:12, 29.29it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2791/8416 [00:22<00:45, 123.02it/s]
    Epoch 3:  83%|████████▎ | 28041/33666 [15:57<03:12, 29.29it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2792/8416 [00:22<00:45, 123.02it/s]
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    Validation DataLoader 0:  33%|███▎      | 2793/8416 [00:22<00:45, 123.02it/s]
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    Validation DataLoader 0:  33%|███▎      | 2794/8416 [00:22<00:45, 123.02it/s]
    Epoch 3:  83%|████████▎ | 28044/33666 [15:57<03:11, 29.29it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2795/8416 [00:22<00:45, 123.02it/s]
    Epoch 3:  83%|████████▎ | 28045/33666 [15:57<03:11, 29.29it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2796/8416 [00:22<00:45, 123.03it/s]
    Epoch 3:  83%|████████▎ | 28046/33666 [15:57<03:11, 29.29it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2797/8416 [00:22<00:45, 123.03it/s]
    Epoch 3:  83%|████████▎ | 28047/33666 [15:57<03:11, 29.30it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2798/8416 [00:22<00:45, 123.03it/s]
    Epoch 3:  83%|████████▎ | 28048/33666 [15:57<03:11, 29.30it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2799/8416 [00:22<00:45, 123.02it/s]
    Epoch 3:  83%|████████▎ | 28049/33666 [15:57<03:11, 29.30it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2800/8416 [00:22<00:45, 123.02it/s]
    Epoch 3:  83%|████████▎ | 28050/33666 [15:57<03:11, 29.30it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2801/8416 [00:22<00:45, 123.02it/s]
    Epoch 3:  83%|████████▎ | 28051/33666 [15:57<03:11, 29.30it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2802/8416 [00:22<00:45, 123.01it/s]
    Epoch 3:  83%|████████▎ | 28052/33666 [15:57<03:11, 29.30it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2803/8416 [00:22<00:45, 123.01it/s]
    Epoch 3:  83%|████████▎ | 28053/33666 [15:57<03:11, 29.30it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2804/8416 [00:22<00:45, 123.01it/s]
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    Validation DataLoader 0:  33%|███▎      | 2805/8416 [00:22<00:45, 123.01it/s]
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    Validation DataLoader 0:  33%|███▎      | 2806/8416 [00:22<00:45, 123.01it/s]
    Epoch 3:  83%|████████▎ | 28056/33666 [15:57<03:11, 29.30it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2807/8416 [00:22<00:45, 123.00it/s]
    Epoch 3:  83%|████████▎ | 28057/33666 [15:57<03:11, 29.30it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2808/8416 [00:22<00:45, 123.00it/s]
    Epoch 3:  83%|████████▎ | 28058/33666 [15:57<03:11, 29.30it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2809/8416 [00:22<00:45, 123.00it/s]
    Epoch 3:  83%|████████▎ | 28059/33666 [15:57<03:11, 29.30it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2810/8416 [00:22<00:45, 123.01it/s]
    Epoch 3:  83%|████████▎ | 28060/33666 [15:57<03:11, 29.31it/s, loss=3.31, v_num=0]

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    Epoch 3:  83%|████████▎ | 28061/33666 [15:57<03:11, 29.31it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2812/8416 [00:22<00:45, 123.01it/s]
    Epoch 3:  83%|████████▎ | 28062/33666 [15:57<03:11, 29.31it/s, loss=3.31, v_num=0]

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    Epoch 3:  83%|████████▎ | 28063/33666 [15:57<03:11, 29.31it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2814/8416 [00:22<00:45, 123.00it/s]
    Epoch 3:  83%|████████▎ | 28064/33666 [15:57<03:11, 29.31it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2815/8416 [00:22<00:45, 123.00it/s]
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    Validation DataLoader 0:  33%|███▎      | 2816/8416 [00:22<00:45, 122.99it/s]
    Epoch 3:  83%|████████▎ | 28066/33666 [15:57<03:11, 29.31it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  33%|███▎      | 2817/8416 [00:22<00:45, 122.99it/s]
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    Validation DataLoader 0:  34%|███▎      | 2820/8416 [00:22<00:45, 123.00it/s]
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    Validation DataLoader 0:  34%|███▍      | 2871/8416 [00:23<00:45, 122.91it/s]
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    Validation DataLoader 0:  34%|███▍      | 2872/8416 [00:23<00:45, 122.91it/s]
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    Validation DataLoader 0:  34%|███▍      | 2873/8416 [00:23<00:45, 122.91it/s]
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    Validation DataLoader 0:  34%|███▍      | 2878/8416 [00:23<00:45, 122.88it/s]
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    Validation DataLoader 0:  34%|███▍      | 2881/8416 [00:23<00:45, 122.88it/s]
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    Validation DataLoader 0:  34%|███▍      | 2882/8416 [00:23<00:45, 122.88it/s]
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    Validation DataLoader 0:  34%|███▍      | 2883/8416 [00:23<00:45, 122.88it/s]
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    Validation DataLoader 0:  34%|███▍      | 2884/8416 [00:23<00:45, 122.88it/s]
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    Epoch 3:  84%|████████▎ | 28135/33666 [15:58<03:08, 29.36it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2886/8416 [00:23<00:45, 122.87it/s]
    Epoch 3:  84%|████████▎ | 28136/33666 [15:58<03:08, 29.37it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2887/8416 [00:23<00:44, 122.87it/s]
    Epoch 3:  84%|████████▎ | 28137/33666 [15:58<03:08, 29.37it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  34%|███▍      | 2888/8416 [00:23<00:44, 122.87it/s]
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    Validation DataLoader 0:  34%|███▍      | 2891/8416 [00:23<00:44, 122.87it/s]
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    Validation DataLoader 0:  34%|███▍      | 2893/8416 [00:23<00:44, 122.86it/s]
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    Validation DataLoader 0:  34%|███▍      | 2896/8416 [00:23<00:44, 122.86it/s]
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    Validation DataLoader 0:  34%|███▍      | 2897/8416 [00:23<00:44, 122.86it/s]
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    Validation DataLoader 0:  34%|███▍      | 2898/8416 [00:23<00:44, 122.86it/s]
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    Epoch 3:  84%|████████▍ | 28210/33666 [15:58<03:05, 29.42it/s, loss=3.31, v_num=0]

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    Epoch 3:  84%|████████▍ | 28211/33666 [15:58<03:05, 29.42it/s, loss=3.31, v_num=0]

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    Epoch 3:  84%|████████▍ | 28219/33666 [15:58<03:05, 29.43it/s, loss=3.31, v_num=0]

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    Epoch 3:  84%|████████▍ | 28220/33666 [15:58<03:05, 29.43it/s, loss=3.31, v_num=0]

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    Validation DataLoader 0:  35%|███▌      | 2974/8416 [00:24<00:44, 122.85it/s]
    Epoch 3:  84%|████████▍ | 28224/33666 [15:58<03:04, 29.43it/s, loss=3.31, v_num=0]

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    Epoch 3:  84%|████████▍ | 28225/33666 [15:58<03:04, 29.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2976/8416 [00:24<00:44, 122.85it/s]
    Epoch 3:  84%|████████▍ | 28226/33666 [15:58<03:04, 29.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  35%|███▌      | 2977/8416 [00:24<00:44, 122.85it/s]
    Epoch 3:  84%|████████▍ | 28227/33666 [15:58<03:04, 29.44it/s, loss=3.31, v_num=0]

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    Epoch 3:  84%|████████▍ | 28228/33666 [15:58<03:04, 29.44it/s, loss=3.31, v_num=0]

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    Validation DataLoader 0:  36%|███▌      | 2993/8416 [00:24<00:44, 122.85it/s]
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    Validation DataLoader 0:  36%|███▌      | 2996/8416 [00:24<00:44, 122.85it/s]
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    Validation DataLoader 0:  36%|███▌      | 2999/8416 [00:24<00:44, 122.83it/s]
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    Validation DataLoader 0:  36%|███▌      | 3008/8416 [00:24<00:44, 122.83it/s]
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    Validation DataLoader 0:  36%|███▌      | 3009/8416 [00:24<00:44, 122.83it/s]
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    Validation DataLoader 0:  36%|███▋      | 3059/8416 [00:24<00:43, 122.85it/s]
    Epoch 3:  84%|████████▍ | 28309/33666 [15:59<03:01, 29.50it/s, loss=3.31, v_num=0]

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    Epoch 3:  84%|████████▍ | 28310/33666 [15:59<03:01, 29.50it/s, loss=3.31, v_num=0]

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    Epoch 3:  84%|████████▍ | 28311/33666 [15:59<03:01, 29.50it/s, loss=3.31, v_num=0]

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    Epoch 3:  84%|████████▍ | 28313/33666 [15:59<03:01, 29.51it/s, loss=3.31, v_num=0]

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    Epoch 3:  84%|████████▍ | 28314/33666 [15:59<03:01, 29.51it/s, loss=3.31, v_num=0]

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    Epoch 3:  84%|████████▍ | 28315/33666 [15:59<03:01, 29.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  36%|███▋      | 3066/8416 [00:24<00:43, 122.85it/s]
    Epoch 3:  84%|████████▍ | 28316/33666 [15:59<03:01, 29.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  36%|███▋      | 3067/8416 [00:24<00:43, 122.85it/s]
    Epoch 3:  84%|████████▍ | 28317/33666 [15:59<03:01, 29.51it/s, loss=3.31, v_num=0]

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    Epoch 3:  84%|████████▍ | 28318/33666 [15:59<03:01, 29.51it/s, loss=3.31, v_num=0]

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    Epoch 3:  84%|████████▍ | 28319/33666 [15:59<03:01, 29.51it/s, loss=3.31, v_num=0]

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    Epoch 3:  84%|████████▍ | 28320/33666 [15:59<03:01, 29.51it/s, loss=3.31, v_num=0]

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    Epoch 3:  84%|████████▍ | 28321/33666 [15:59<03:01, 29.51it/s, loss=3.31, v_num=0]

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    Validation DataLoader 0:  37%|███▋      | 3129/8416 [00:25<00:43, 122.77it/s]
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    Validation DataLoader 0:  37%|███▋      | 3135/8416 [00:25<00:43, 122.75it/s]
    Epoch 3:  84%|████████▍ | 28385/33666 [16:00<02:58, 29.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3136/8416 [00:25<00:43, 122.74it/s]
    Epoch 3:  84%|████████▍ | 28386/33666 [16:00<02:58, 29.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3137/8416 [00:25<00:43, 122.72it/s]
    Epoch 3:  84%|████████▍ | 28387/33666 [16:00<02:58, 29.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3138/8416 [00:25<00:43, 122.72it/s]
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    Validation DataLoader 0:  37%|███▋      | 3139/8416 [00:25<00:43, 122.72it/s]
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    Validation DataLoader 0:  37%|███▋      | 3140/8416 [00:25<00:42, 122.72it/s]
    Epoch 3:  84%|████████▍ | 28390/33666 [16:00<02:58, 29.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3141/8416 [00:25<00:42, 122.72it/s]
    Epoch 3:  84%|████████▍ | 28391/33666 [16:00<02:58, 29.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3142/8416 [00:25<00:42, 122.71it/s]
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    Validation DataLoader 0:  37%|███▋      | 3149/8416 [00:25<00:42, 122.71it/s]
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    Validation DataLoader 0:  37%|███▋      | 3150/8416 [00:25<00:42, 122.71it/s]
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    Validation DataLoader 0:  37%|███▋      | 3151/8416 [00:25<00:42, 122.70it/s]
    Epoch 3:  84%|████████▍ | 28401/33666 [16:00<02:58, 29.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3152/8416 [00:25<00:42, 122.70it/s]
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    Validation DataLoader 0:  37%|███▋      | 3153/8416 [00:25<00:42, 122.70it/s]
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    Validation DataLoader 0:  37%|███▋      | 3154/8416 [00:25<00:42, 122.70it/s]
    Epoch 3:  84%|████████▍ | 28404/33666 [16:00<02:57, 29.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  37%|███▋      | 3155/8416 [00:25<00:42, 122.70it/s]
    Epoch 3:  84%|████████▍ | 28405/33666 [16:00<02:57, 29.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3156/8416 [00:25<00:42, 122.70it/s]
    Epoch 3:  84%|████████▍ | 28406/33666 [16:00<02:57, 29.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3157/8416 [00:25<00:42, 122.70it/s]
    Epoch 3:  84%|████████▍ | 28407/33666 [16:00<02:57, 29.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3158/8416 [00:25<00:42, 122.70it/s]
    Epoch 3:  84%|████████▍ | 28408/33666 [16:00<02:57, 29.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3159/8416 [00:25<00:42, 122.70it/s]
    Epoch 3:  84%|████████▍ | 28409/33666 [16:00<02:57, 29.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3160/8416 [00:25<00:42, 122.70it/s]
    Epoch 3:  84%|████████▍ | 28410/33666 [16:00<02:57, 29.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3161/8416 [00:25<00:42, 122.70it/s]
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    Validation DataLoader 0:  38%|███▊      | 3162/8416 [00:25<00:42, 122.70it/s]
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    Validation DataLoader 0:  38%|███▊      | 3166/8416 [00:25<00:42, 122.70it/s]
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    Validation DataLoader 0:  38%|███▊      | 3167/8416 [00:25<00:42, 122.69it/s]
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    Validation DataLoader 0:  38%|███▊      | 3168/8416 [00:25<00:42, 122.69it/s]
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    Validation DataLoader 0:  38%|███▊      | 3169/8416 [00:25<00:42, 122.69it/s]
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    Validation DataLoader 0:  38%|███▊      | 3170/8416 [00:25<00:42, 122.69it/s]
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    Validation DataLoader 0:  38%|███▊      | 3171/8416 [00:25<00:42, 122.69it/s]
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    Validation DataLoader 0:  38%|███▊      | 3172/8416 [00:25<00:42, 122.69it/s]
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    Validation DataLoader 0:  38%|███▊      | 3173/8416 [00:25<00:42, 122.69it/s]
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    Validation DataLoader 0:  38%|███▊      | 3174/8416 [00:25<00:42, 122.68it/s]
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    Validation DataLoader 0:  38%|███▊      | 3176/8416 [00:25<00:42, 122.68it/s]
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    Validation DataLoader 0:  38%|███▊      | 3177/8416 [00:25<00:42, 122.68it/s]
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    Validation DataLoader 0:  38%|███▊      | 3179/8416 [00:25<00:42, 122.68it/s]
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    Epoch 3:  85%|████████▍ | 28451/33666 [16:00<02:56, 29.61it/s, loss=3.31, v_num=0]

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    Validation DataLoader 0:  38%|███▊      | 3203/8416 [00:26<00:42, 122.65it/s]
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    Validation DataLoader 0:  38%|███▊      | 3205/8416 [00:26<00:42, 122.65it/s]
    Epoch 3:  85%|████████▍ | 28455/33666 [16:00<02:55, 29.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3206/8416 [00:26<00:42, 122.65it/s]
    Epoch 3:  85%|████████▍ | 28456/33666 [16:00<02:55, 29.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3207/8416 [00:26<00:42, 122.64it/s]
    Epoch 3:  85%|████████▍ | 28457/33666 [16:00<02:55, 29.62it/s, loss=3.31, v_num=0]

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    Epoch 3:  85%|████████▍ | 28458/33666 [16:00<02:55, 29.62it/s, loss=3.31, v_num=0]

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    Epoch 3:  85%|████████▍ | 28463/33666 [16:00<02:55, 29.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3214/8416 [00:26<00:42, 122.64it/s]
    Epoch 3:  85%|████████▍ | 28464/33666 [16:00<02:55, 29.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3215/8416 [00:26<00:42, 122.64it/s]
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    Validation DataLoader 0:  38%|███▊      | 3216/8416 [00:26<00:42, 122.63it/s]
    Epoch 3:  85%|████████▍ | 28466/33666 [16:00<02:55, 29.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3217/8416 [00:26<00:42, 122.63it/s]
    Epoch 3:  85%|████████▍ | 28467/33666 [16:00<02:55, 29.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3218/8416 [00:26<00:42, 122.63it/s]
    Epoch 3:  85%|████████▍ | 28468/33666 [16:00<02:55, 29.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3219/8416 [00:26<00:42, 122.63it/s]
    Epoch 3:  85%|████████▍ | 28469/33666 [16:00<02:55, 29.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3220/8416 [00:26<00:42, 122.63it/s]
    Epoch 3:  85%|████████▍ | 28470/33666 [16:00<02:55, 29.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3221/8416 [00:26<00:42, 122.63it/s]
    Epoch 3:  85%|████████▍ | 28471/33666 [16:00<02:55, 29.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3222/8416 [00:26<00:42, 122.63it/s]
    Epoch 3:  85%|████████▍ | 28472/33666 [16:00<02:55, 29.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3223/8416 [00:26<00:42, 122.62it/s]
    Epoch 3:  85%|████████▍ | 28473/33666 [16:00<02:55, 29.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3224/8416 [00:26<00:42, 122.62it/s]
    Epoch 3:  85%|████████▍ | 28474/33666 [16:00<02:55, 29.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3225/8416 [00:26<00:42, 122.62it/s]
    Epoch 3:  85%|████████▍ | 28475/33666 [16:00<02:55, 29.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3226/8416 [00:26<00:42, 122.62it/s]
    Epoch 3:  85%|████████▍ | 28476/33666 [16:00<02:55, 29.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3227/8416 [00:26<00:42, 122.62it/s]
    Epoch 3:  85%|████████▍ | 28477/33666 [16:00<02:55, 29.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3228/8416 [00:26<00:42, 122.62it/s]
    Epoch 3:  85%|████████▍ | 28478/33666 [16:00<02:55, 29.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3229/8416 [00:26<00:42, 122.61it/s]
    Epoch 3:  85%|████████▍ | 28479/33666 [16:00<02:55, 29.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3230/8416 [00:26<00:42, 122.61it/s]
    Epoch 3:  85%|████████▍ | 28480/33666 [16:00<02:54, 29.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3231/8416 [00:26<00:42, 122.61it/s]
    Epoch 3:  85%|████████▍ | 28481/33666 [16:01<02:54, 29.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3232/8416 [00:26<00:42, 122.61it/s]
    Epoch 3:  85%|████████▍ | 28482/33666 [16:01<02:54, 29.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3233/8416 [00:26<00:42, 122.61it/s]
    Epoch 3:  85%|████████▍ | 28483/33666 [16:01<02:54, 29.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3234/8416 [00:26<00:42, 122.61it/s]
    Epoch 3:  85%|████████▍ | 28484/33666 [16:01<02:54, 29.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3235/8416 [00:26<00:42, 122.61it/s]
    Epoch 3:  85%|████████▍ | 28485/33666 [16:01<02:54, 29.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3236/8416 [00:26<00:42, 122.61it/s]
    Epoch 3:  85%|████████▍ | 28486/33666 [16:01<02:54, 29.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3237/8416 [00:26<00:42, 122.61it/s]
    Epoch 3:  85%|████████▍ | 28487/33666 [16:01<02:54, 29.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3238/8416 [00:26<00:42, 122.61it/s]
    Epoch 3:  85%|████████▍ | 28488/33666 [16:01<02:54, 29.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3239/8416 [00:26<00:42, 122.60it/s]
    Epoch 3:  85%|████████▍ | 28489/33666 [16:01<02:54, 29.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  38%|███▊      | 3240/8416 [00:26<00:42, 122.60it/s]
    Epoch 3:  85%|████████▍ | 28490/33666 [16:01<02:54, 29.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3241/8416 [00:26<00:42, 122.60it/s]
    Epoch 3:  85%|████████▍ | 28491/33666 [16:01<02:54, 29.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3242/8416 [00:26<00:42, 122.60it/s]
    Epoch 3:  85%|████████▍ | 28492/33666 [16:01<02:54, 29.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3243/8416 [00:26<00:42, 122.60it/s]
    Epoch 3:  85%|████████▍ | 28493/33666 [16:01<02:54, 29.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3244/8416 [00:26<00:42, 122.60it/s]
    Epoch 3:  85%|████████▍ | 28494/33666 [16:01<02:54, 29.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3245/8416 [00:26<00:42, 122.60it/s]
    Epoch 3:  85%|████████▍ | 28495/33666 [16:01<02:54, 29.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3246/8416 [00:26<00:42, 122.60it/s]
    Epoch 3:  85%|████████▍ | 28496/33666 [16:01<02:54, 29.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3247/8416 [00:26<00:42, 122.59it/s]
    Epoch 3:  85%|████████▍ | 28497/33666 [16:01<02:54, 29.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3248/8416 [00:26<00:42, 122.59it/s]
    Epoch 3:  85%|████████▍ | 28498/33666 [16:01<02:54, 29.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3249/8416 [00:26<00:42, 122.59it/s]
    Epoch 3:  85%|████████▍ | 28499/33666 [16:01<02:54, 29.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3250/8416 [00:26<00:42, 122.59it/s]
    Epoch 3:  85%|████████▍ | 28500/33666 [16:01<02:54, 29.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3251/8416 [00:26<00:42, 122.59it/s]
    Epoch 3:  85%|████████▍ | 28501/33666 [16:01<02:54, 29.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3252/8416 [00:26<00:42, 122.59it/s]
    Epoch 3:  85%|████████▍ | 28502/33666 [16:01<02:54, 29.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3253/8416 [00:26<00:42, 122.59it/s]
    Epoch 3:  85%|████████▍ | 28503/33666 [16:01<02:54, 29.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3254/8416 [00:26<00:42, 122.59it/s]
    Epoch 3:  85%|████████▍ | 28504/33666 [16:01<02:54, 29.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3255/8416 [00:26<00:42, 122.58it/s]
    Epoch 3:  85%|████████▍ | 28505/33666 [16:01<02:54, 29.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3256/8416 [00:26<00:42, 122.58it/s]
    Epoch 3:  85%|████████▍ | 28506/33666 [16:01<02:53, 29.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3257/8416 [00:26<00:42, 122.58it/s]
    Epoch 3:  85%|████████▍ | 28507/33666 [16:01<02:53, 29.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3258/8416 [00:26<00:42, 122.58it/s]
    Epoch 3:  85%|████████▍ | 28508/33666 [16:01<02:53, 29.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3259/8416 [00:26<00:42, 122.58it/s]
    Epoch 3:  85%|████████▍ | 28509/33666 [16:01<02:53, 29.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3260/8416 [00:26<00:42, 122.58it/s]
    Epoch 3:  85%|████████▍ | 28510/33666 [16:01<02:53, 29.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▊      | 3261/8416 [00:26<00:42, 122.58it/s]
    Epoch 3:  85%|████████▍ | 28511/33666 [16:01<02:53, 29.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3262/8416 [00:26<00:42, 122.57it/s]
    Epoch 3:  85%|████████▍ | 28512/33666 [16:01<02:53, 29.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3263/8416 [00:26<00:42, 122.57it/s]
    Epoch 3:  85%|████████▍ | 28513/33666 [16:01<02:53, 29.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3264/8416 [00:26<00:42, 122.56it/s]
    Epoch 3:  85%|████████▍ | 28514/33666 [16:01<02:53, 29.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3265/8416 [00:26<00:42, 122.56it/s]
    Epoch 3:  85%|████████▍ | 28515/33666 [16:01<02:53, 29.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3266/8416 [00:26<00:42, 122.56it/s]
    Epoch 3:  85%|████████▍ | 28516/33666 [16:01<02:53, 29.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3267/8416 [00:26<00:42, 122.56it/s]
    Epoch 3:  85%|████████▍ | 28517/33666 [16:01<02:53, 29.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3268/8416 [00:26<00:42, 122.56it/s]
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    Validation DataLoader 0:  39%|███▉      | 3269/8416 [00:26<00:41, 122.56it/s]
    Epoch 3:  85%|████████▍ | 28519/33666 [16:01<02:53, 29.67it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3270/8416 [00:26<00:41, 122.56it/s]
    Epoch 3:  85%|████████▍ | 28520/33666 [16:01<02:53, 29.67it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3271/8416 [00:26<00:41, 122.56it/s]
    Epoch 3:  85%|████████▍ | 28521/33666 [16:01<02:53, 29.67it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3272/8416 [00:26<00:41, 122.56it/s]
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    Validation DataLoader 0:  39%|███▉      | 3273/8416 [00:26<00:41, 122.56it/s]
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    Validation DataLoader 0:  39%|███▉      | 3274/8416 [00:26<00:41, 122.56it/s]
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    Validation DataLoader 0:  39%|███▉      | 3275/8416 [00:26<00:41, 122.56it/s]
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    Validation DataLoader 0:  39%|███▉      | 3277/8416 [00:26<00:41, 122.57it/s]
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    Validation DataLoader 0:  39%|███▉      | 3278/8416 [00:26<00:41, 122.57it/s]
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    Validation DataLoader 0:  39%|███▉      | 3279/8416 [00:26<00:41, 122.56it/s]
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    Epoch 3:  85%|████████▍ | 28530/33666 [16:01<02:53, 29.67it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3281/8416 [00:26<00:41, 122.56it/s]
    Epoch 3:  85%|████████▍ | 28531/33666 [16:01<02:53, 29.68it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3282/8416 [00:26<00:41, 122.57it/s]
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    Validation DataLoader 0:  39%|███▉      | 3283/8416 [00:26<00:41, 122.57it/s]
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    Validation DataLoader 0:  39%|███▉      | 3285/8416 [00:26<00:41, 122.57it/s]
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    Validation DataLoader 0:  39%|███▉      | 3287/8416 [00:26<00:41, 122.57it/s]
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    Validation DataLoader 0:  39%|███▉      | 3288/8416 [00:26<00:41, 122.56it/s]
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    Validation DataLoader 0:  39%|███▉      | 3289/8416 [00:26<00:41, 122.57it/s]
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    Epoch 3:  85%|████████▍ | 28540/33666 [16:01<02:52, 29.68it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3291/8416 [00:26<00:41, 122.56it/s]
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    Validation DataLoader 0:  39%|███▉      | 3292/8416 [00:26<00:41, 122.56it/s]
    Epoch 3:  85%|████████▍ | 28542/33666 [16:01<02:52, 29.68it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3293/8416 [00:26<00:41, 122.57it/s]
    Epoch 3:  85%|████████▍ | 28543/33666 [16:01<02:52, 29.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3294/8416 [00:26<00:41, 122.57it/s]
    Epoch 3:  85%|████████▍ | 28544/33666 [16:01<02:52, 29.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3295/8416 [00:26<00:41, 122.56it/s]
    Epoch 3:  85%|████████▍ | 28545/33666 [16:01<02:52, 29.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3296/8416 [00:26<00:41, 122.56it/s]
    Epoch 3:  85%|████████▍ | 28546/33666 [16:01<02:52, 29.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3297/8416 [00:26<00:41, 122.56it/s]
    Epoch 3:  85%|████████▍ | 28547/33666 [16:01<02:52, 29.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3298/8416 [00:26<00:41, 122.56it/s]
    Epoch 3:  85%|████████▍ | 28548/33666 [16:01<02:52, 29.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3299/8416 [00:26<00:41, 122.57it/s]
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    Epoch 3:  85%|████████▍ | 28550/33666 [16:01<02:52, 29.69it/s, loss=3.31, v_num=0]

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    Epoch 3:  85%|████████▍ | 28551/33666 [16:01<02:52, 29.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3302/8416 [00:26<00:41, 122.57it/s]
    Epoch 3:  85%|████████▍ | 28552/33666 [16:01<02:52, 29.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3303/8416 [00:26<00:41, 122.56it/s]
    Epoch 3:  85%|████████▍ | 28553/33666 [16:01<02:52, 29.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3304/8416 [00:26<00:41, 122.56it/s]
    Epoch 3:  85%|████████▍ | 28554/33666 [16:01<02:52, 29.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3305/8416 [00:26<00:41, 122.56it/s]
    Epoch 3:  85%|████████▍ | 28555/33666 [16:01<02:52, 29.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3306/8416 [00:26<00:41, 122.56it/s]
    Epoch 3:  85%|████████▍ | 28556/33666 [16:01<02:52, 29.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3307/8416 [00:26<00:41, 122.56it/s]
    Epoch 3:  85%|████████▍ | 28557/33666 [16:01<02:52, 29.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3308/8416 [00:26<00:41, 122.56it/s]
    Epoch 3:  85%|████████▍ | 28558/33666 [16:01<02:52, 29.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3309/8416 [00:26<00:41, 122.57it/s]
    Epoch 3:  85%|████████▍ | 28559/33666 [16:01<02:51, 29.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3310/8416 [00:27<00:41, 122.57it/s]
    Epoch 3:  85%|████████▍ | 28560/33666 [16:01<02:51, 29.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3311/8416 [00:27<00:41, 122.56it/s]
    Epoch 3:  85%|████████▍ | 28561/33666 [16:01<02:51, 29.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3312/8416 [00:27<00:41, 122.56it/s]
    Epoch 3:  85%|████████▍ | 28562/33666 [16:01<02:51, 29.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3313/8416 [00:27<00:41, 122.56it/s]
    Epoch 3:  85%|████████▍ | 28563/33666 [16:01<02:51, 29.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3314/8416 [00:27<00:41, 122.56it/s]
    Epoch 3:  85%|████████▍ | 28564/33666 [16:01<02:51, 29.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3315/8416 [00:27<00:41, 122.56it/s]
    Epoch 3:  85%|████████▍ | 28565/33666 [16:01<02:51, 29.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3316/8416 [00:27<00:41, 122.56it/s]
    Epoch 3:  85%|████████▍ | 28566/33666 [16:01<02:51, 29.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3317/8416 [00:27<00:41, 122.56it/s]
    Epoch 3:  85%|████████▍ | 28567/33666 [16:01<02:51, 29.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3318/8416 [00:27<00:41, 122.56it/s]
    Epoch 3:  85%|████████▍ | 28568/33666 [16:01<02:51, 29.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3319/8416 [00:27<00:41, 122.56it/s]
    Epoch 3:  85%|████████▍ | 28569/33666 [16:01<02:51, 29.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3320/8416 [00:27<00:41, 122.56it/s]
    Epoch 3:  85%|████████▍ | 28570/33666 [16:01<02:51, 29.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3321/8416 [00:27<00:41, 122.56it/s]
    Epoch 3:  85%|████████▍ | 28571/33666 [16:01<02:51, 29.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3322/8416 [00:27<00:41, 122.56it/s]
    Epoch 3:  85%|████████▍ | 28572/33666 [16:01<02:51, 29.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3323/8416 [00:27<00:41, 122.56it/s]
    Epoch 3:  85%|████████▍ | 28573/33666 [16:01<02:51, 29.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3324/8416 [00:27<00:41, 122.56it/s]
    Epoch 3:  85%|████████▍ | 28574/33666 [16:01<02:51, 29.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3325/8416 [00:27<00:41, 122.56it/s]
    Epoch 3:  85%|████████▍ | 28575/33666 [16:01<02:51, 29.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3326/8416 [00:27<00:41, 122.55it/s]
    Epoch 3:  85%|████████▍ | 28576/33666 [16:01<02:51, 29.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3327/8416 [00:27<00:41, 122.55it/s]
    Epoch 3:  85%|████████▍ | 28577/33666 [16:01<02:51, 29.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3328/8416 [00:27<00:41, 122.55it/s]
    Epoch 3:  85%|████████▍ | 28578/33666 [16:01<02:51, 29.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3329/8416 [00:27<00:41, 122.54it/s]
    Epoch 3:  85%|████████▍ | 28579/33666 [16:01<02:51, 29.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3330/8416 [00:27<00:41, 122.55it/s]
    Epoch 3:  85%|████████▍ | 28580/33666 [16:01<02:51, 29.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3331/8416 [00:27<00:41, 122.55it/s]
    Epoch 3:  85%|████████▍ | 28581/33666 [16:01<02:51, 29.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3332/8416 [00:27<00:41, 122.55it/s]
    Epoch 3:  85%|████████▍ | 28582/33666 [16:01<02:51, 29.72it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3333/8416 [00:27<00:41, 122.55it/s]
    Epoch 3:  85%|████████▍ | 28583/33666 [16:01<02:51, 29.72it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3334/8416 [00:27<00:41, 122.55it/s]
    Epoch 3:  85%|████████▍ | 28584/33666 [16:01<02:51, 29.72it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3335/8416 [00:27<00:41, 122.54it/s]
    Epoch 3:  85%|████████▍ | 28585/33666 [16:01<02:50, 29.72it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3336/8416 [00:27<00:41, 122.54it/s]
    Epoch 3:  85%|████████▍ | 28586/33666 [16:01<02:50, 29.72it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3337/8416 [00:27<00:41, 122.54it/s]
    Epoch 3:  85%|████████▍ | 28587/33666 [16:01<02:50, 29.72it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3338/8416 [00:27<00:41, 122.55it/s]
    Epoch 3:  85%|████████▍ | 28588/33666 [16:01<02:50, 29.72it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3339/8416 [00:27<00:41, 122.55it/s]
    Epoch 3:  85%|████████▍ | 28589/33666 [16:01<02:50, 29.72it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3340/8416 [00:27<00:41, 122.55it/s]
    Epoch 3:  85%|████████▍ | 28590/33666 [16:01<02:50, 29.72it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3341/8416 [00:27<00:41, 122.55it/s]
    Epoch 3:  85%|████████▍ | 28591/33666 [16:01<02:50, 29.72it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3342/8416 [00:27<00:41, 122.54it/s]
    Epoch 3:  85%|████████▍ | 28592/33666 [16:01<02:50, 29.72it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3343/8416 [00:27<00:41, 122.54it/s]
    Epoch 3:  85%|████████▍ | 28593/33666 [16:01<02:50, 29.72it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3344/8416 [00:27<00:41, 122.54it/s]
    Epoch 3:  85%|████████▍ | 28594/33666 [16:01<02:50, 29.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3345/8416 [00:27<00:41, 122.54it/s]
    Epoch 3:  85%|████████▍ | 28595/33666 [16:01<02:50, 29.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3346/8416 [00:27<00:41, 122.54it/s]
    Epoch 3:  85%|████████▍ | 28596/33666 [16:01<02:50, 29.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3347/8416 [00:27<00:41, 122.54it/s]
    Epoch 3:  85%|████████▍ | 28597/33666 [16:01<02:50, 29.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3348/8416 [00:27<00:41, 122.54it/s]
    Epoch 3:  85%|████████▍ | 28598/33666 [16:01<02:50, 29.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3349/8416 [00:27<00:41, 122.54it/s]
    Epoch 3:  85%|████████▍ | 28599/33666 [16:01<02:50, 29.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3350/8416 [00:27<00:41, 122.54it/s]
    Epoch 3:  85%|████████▍ | 28600/33666 [16:01<02:50, 29.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3351/8416 [00:27<00:41, 122.54it/s]
    Epoch 3:  85%|████████▍ | 28601/33666 [16:02<02:50, 29.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3352/8416 [00:27<00:41, 122.54it/s]
    Epoch 3:  85%|████████▍ | 28602/33666 [16:02<02:50, 29.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3353/8416 [00:27<00:41, 122.54it/s]
    Epoch 3:  85%|████████▍ | 28603/33666 [16:02<02:50, 29.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3354/8416 [00:27<00:41, 122.54it/s]
    Epoch 3:  85%|████████▍ | 28604/33666 [16:02<02:50, 29.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3355/8416 [00:27<00:41, 122.54it/s]
    Epoch 3:  85%|████████▍ | 28605/33666 [16:02<02:50, 29.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3356/8416 [00:27<00:41, 122.54it/s]
    Epoch 3:  85%|████████▍ | 28606/33666 [16:02<02:50, 29.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3357/8416 [00:27<00:41, 122.54it/s]
    Epoch 3:  85%|████████▍ | 28607/33666 [16:02<02:50, 29.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3358/8416 [00:27<00:41, 122.54it/s]
    Epoch 3:  85%|████████▍ | 28608/33666 [16:02<02:50, 29.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3359/8416 [00:27<00:41, 122.54it/s]
    Epoch 3:  85%|████████▍ | 28609/33666 [16:02<02:50, 29.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3360/8416 [00:27<00:41, 122.53it/s]
    Epoch 3:  85%|████████▍ | 28610/33666 [16:02<02:50, 29.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3361/8416 [00:27<00:41, 122.53it/s]
    Epoch 3:  85%|████████▍ | 28611/33666 [16:02<02:49, 29.74it/s, loss=3.31, v_num=0]

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    Epoch 3:  85%|████████▍ | 28615/33666 [16:02<02:49, 29.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3366/8416 [00:27<00:41, 122.54it/s]
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    Validation DataLoader 0:  40%|████      | 3367/8416 [00:27<00:41, 122.53it/s]
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    Validation DataLoader 0:  40%|████      | 3368/8416 [00:27<00:41, 122.53it/s]
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    Validation DataLoader 0:  40%|████      | 3369/8416 [00:27<00:41, 122.53it/s]
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    Validation DataLoader 0:  40%|████      | 3370/8416 [00:27<00:41, 122.53it/s]
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    Validation DataLoader 0:  40%|████      | 3371/8416 [00:27<00:41, 122.53it/s]
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    Validation DataLoader 0:  40%|████      | 3372/8416 [00:27<00:41, 122.53it/s]
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    Validation DataLoader 0:  40%|████      | 3373/8416 [00:27<00:41, 122.53it/s]
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    Validation DataLoader 0:  40%|████      | 3374/8416 [00:27<00:41, 122.53it/s]
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    Validation DataLoader 0:  40%|████      | 3376/8416 [00:27<00:41, 122.53it/s]
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    Validation DataLoader 0:  40%|████      | 3377/8416 [00:27<00:41, 122.53it/s]
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    Validation DataLoader 0:  40%|████      | 3378/8416 [00:27<00:41, 122.53it/s]
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    Validation DataLoader 0:  40%|████      | 3379/8416 [00:27<00:41, 122.53it/s]
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    Validation DataLoader 0:  40%|████      | 3380/8416 [00:27<00:41, 122.53it/s]
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    Validation DataLoader 0:  40%|████      | 3381/8416 [00:27<00:41, 122.53it/s]
    Epoch 3:  85%|████████▌ | 28631/33666 [16:02<02:49, 29.75it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|████      | 3382/8416 [00:27<00:41, 122.53it/s]
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    Validation DataLoader 0:  40%|████      | 3383/8416 [00:27<00:41, 122.53it/s]
    Epoch 3:  85%|████████▌ | 28633/33666 [16:02<02:49, 29.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|████      | 3384/8416 [00:27<00:41, 122.53it/s]
    Epoch 3:  85%|████████▌ | 28634/33666 [16:02<02:49, 29.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|████      | 3385/8416 [00:27<00:41, 122.53it/s]
    Epoch 3:  85%|████████▌ | 28635/33666 [16:02<02:49, 29.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|████      | 3386/8416 [00:27<00:41, 122.53it/s]
    Epoch 3:  85%|████████▌ | 28636/33666 [16:02<02:49, 29.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|████      | 3387/8416 [00:27<00:41, 122.53it/s]
    Epoch 3:  85%|████████▌ | 28637/33666 [16:02<02:48, 29.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|████      | 3388/8416 [00:27<00:41, 122.53it/s]
    Epoch 3:  85%|████████▌ | 28638/33666 [16:02<02:48, 29.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|████      | 3389/8416 [00:27<00:41, 122.53it/s]
    Epoch 3:  85%|████████▌ | 28639/33666 [16:02<02:48, 29.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|████      | 3390/8416 [00:27<00:41, 122.53it/s]
    Epoch 3:  85%|████████▌ | 28640/33666 [16:02<02:48, 29.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|████      | 3391/8416 [00:27<00:41, 122.53it/s]
    Epoch 3:  85%|████████▌ | 28641/33666 [16:02<02:48, 29.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|████      | 3392/8416 [00:27<00:41, 122.52it/s]
    Epoch 3:  85%|████████▌ | 28642/33666 [16:02<02:48, 29.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|████      | 3393/8416 [00:27<00:40, 122.52it/s]
    Epoch 3:  85%|████████▌ | 28643/33666 [16:02<02:48, 29.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|████      | 3394/8416 [00:27<00:40, 122.52it/s]
    Epoch 3:  85%|████████▌ | 28644/33666 [16:02<02:48, 29.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|████      | 3395/8416 [00:27<00:40, 122.52it/s]
    Epoch 3:  85%|████████▌ | 28645/33666 [16:02<02:48, 29.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|████      | 3396/8416 [00:27<00:40, 122.52it/s]
    Epoch 3:  85%|████████▌ | 28646/33666 [16:02<02:48, 29.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|████      | 3397/8416 [00:27<00:40, 122.53it/s]
    Epoch 3:  85%|████████▌ | 28647/33666 [16:02<02:48, 29.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|████      | 3398/8416 [00:27<00:40, 122.52it/s]
    Epoch 3:  85%|████████▌ | 28648/33666 [16:02<02:48, 29.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|████      | 3399/8416 [00:27<00:40, 122.52it/s]
    Epoch 3:  85%|████████▌ | 28649/33666 [16:02<02:48, 29.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|████      | 3400/8416 [00:27<00:40, 122.52it/s]
    Epoch 3:  85%|████████▌ | 28650/33666 [16:02<02:48, 29.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|████      | 3401/8416 [00:27<00:40, 122.52it/s]
    Epoch 3:  85%|████████▌ | 28651/33666 [16:02<02:48, 29.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|████      | 3402/8416 [00:27<00:40, 122.52it/s]
    Epoch 3:  85%|████████▌ | 28652/33666 [16:02<02:48, 29.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|████      | 3403/8416 [00:27<00:40, 122.52it/s]
    Epoch 3:  85%|████████▌ | 28653/33666 [16:02<02:48, 29.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|████      | 3404/8416 [00:27<00:40, 122.52it/s]
    Epoch 3:  85%|████████▌ | 28654/33666 [16:02<02:48, 29.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|████      | 3405/8416 [00:27<00:40, 122.52it/s]
    Epoch 3:  85%|████████▌ | 28655/33666 [16:02<02:48, 29.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|████      | 3406/8416 [00:27<00:40, 122.51it/s]
    Epoch 3:  85%|████████▌ | 28656/33666 [16:02<02:48, 29.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|████      | 3407/8416 [00:27<00:40, 122.51it/s]
    Epoch 3:  85%|████████▌ | 28657/33666 [16:02<02:48, 29.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  40%|████      | 3408/8416 [00:27<00:40, 122.51it/s]
    Epoch 3:  85%|████████▌ | 28658/33666 [16:02<02:48, 29.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3409/8416 [00:27<00:40, 122.51it/s]
    Epoch 3:  85%|████████▌ | 28659/33666 [16:02<02:48, 29.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3410/8416 [00:27<00:40, 122.51it/s]
    Epoch 3:  85%|████████▌ | 28660/33666 [16:02<02:48, 29.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3411/8416 [00:27<00:40, 122.51it/s]
    Epoch 3:  85%|████████▌ | 28661/33666 [16:02<02:48, 29.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3412/8416 [00:27<00:40, 122.51it/s]
    Epoch 3:  85%|████████▌ | 28662/33666 [16:02<02:48, 29.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3413/8416 [00:27<00:40, 122.51it/s]
    Epoch 3:  85%|████████▌ | 28663/33666 [16:02<02:48, 29.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3414/8416 [00:27<00:40, 122.51it/s]
    Epoch 3:  85%|████████▌ | 28664/33666 [16:02<02:47, 29.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3415/8416 [00:27<00:40, 122.50it/s]
    Epoch 3:  85%|████████▌ | 28665/33666 [16:02<02:47, 29.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3416/8416 [00:27<00:40, 122.50it/s]
    Epoch 3:  85%|████████▌ | 28666/33666 [16:02<02:47, 29.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3417/8416 [00:27<00:40, 122.50it/s]
    Epoch 3:  85%|████████▌ | 28667/33666 [16:02<02:47, 29.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3418/8416 [00:27<00:40, 122.49it/s]
    Epoch 3:  85%|████████▌ | 28668/33666 [16:02<02:47, 29.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3419/8416 [00:27<00:40, 122.50it/s]
    Epoch 3:  85%|████████▌ | 28669/33666 [16:02<02:47, 29.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3420/8416 [00:27<00:40, 122.50it/s]
    Epoch 3:  85%|████████▌ | 28670/33666 [16:02<02:47, 29.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3421/8416 [00:27<00:40, 122.50it/s]
    Epoch 3:  85%|████████▌ | 28671/33666 [16:02<02:47, 29.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3422/8416 [00:27<00:40, 122.50it/s]
    Epoch 3:  85%|████████▌ | 28672/33666 [16:02<02:47, 29.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3423/8416 [00:27<00:40, 122.50it/s]
    Epoch 3:  85%|████████▌ | 28673/33666 [16:02<02:47, 29.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3424/8416 [00:27<00:40, 122.49it/s]
    Epoch 3:  85%|████████▌ | 28674/33666 [16:02<02:47, 29.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3425/8416 [00:27<00:40, 122.49it/s]
    Epoch 3:  85%|████████▌ | 28675/33666 [16:02<02:47, 29.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3426/8416 [00:27<00:40, 122.49it/s]
    Epoch 3:  85%|████████▌ | 28676/33666 [16:02<02:47, 29.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3427/8416 [00:27<00:40, 122.49it/s]
    Epoch 3:  85%|████████▌ | 28677/33666 [16:02<02:47, 29.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3428/8416 [00:27<00:40, 122.49it/s]
    Epoch 3:  85%|████████▌ | 28678/33666 [16:02<02:47, 29.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3429/8416 [00:27<00:40, 122.49it/s]
    Epoch 3:  85%|████████▌ | 28679/33666 [16:02<02:47, 29.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3430/8416 [00:28<00:40, 122.49it/s]
    Epoch 3:  85%|████████▌ | 28680/33666 [16:02<02:47, 29.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3431/8416 [00:28<00:40, 122.49it/s]
    Epoch 3:  85%|████████▌ | 28681/33666 [16:02<02:47, 29.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3432/8416 [00:28<00:40, 122.49it/s]
    Epoch 3:  85%|████████▌ | 28682/33666 [16:02<02:47, 29.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3433/8416 [00:28<00:40, 122.49it/s]
    Epoch 3:  85%|████████▌ | 28683/33666 [16:02<02:47, 29.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3434/8416 [00:28<00:40, 122.49it/s]
    Epoch 3:  85%|████████▌ | 28684/33666 [16:02<02:47, 29.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3435/8416 [00:28<00:40, 122.49it/s]
    Epoch 3:  85%|████████▌ | 28685/33666 [16:02<02:47, 29.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3436/8416 [00:28<00:40, 122.49it/s]
    Epoch 3:  85%|████████▌ | 28686/33666 [16:02<02:47, 29.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3437/8416 [00:28<00:40, 122.49it/s]
    Epoch 3:  85%|████████▌ | 28687/33666 [16:02<02:47, 29.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3438/8416 [00:28<00:40, 122.49it/s]
    Epoch 3:  85%|████████▌ | 28688/33666 [16:02<02:47, 29.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3439/8416 [00:28<00:40, 122.49it/s]
    Epoch 3:  85%|████████▌ | 28689/33666 [16:02<02:47, 29.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3440/8416 [00:28<00:40, 122.49it/s]
    Epoch 3:  85%|████████▌ | 28690/33666 [16:02<02:46, 29.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3441/8416 [00:28<00:40, 122.49it/s]
    Epoch 3:  85%|████████▌ | 28691/33666 [16:02<02:46, 29.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3442/8416 [00:28<00:40, 122.46it/s]
    Epoch 3:  85%|████████▌ | 28692/33666 [16:02<02:46, 29.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3443/8416 [00:28<00:40, 122.47it/s]
    Epoch 3:  85%|████████▌ | 28693/33666 [16:02<02:46, 29.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3444/8416 [00:28<00:40, 122.47it/s]
    Epoch 3:  85%|████████▌ | 28694/33666 [16:02<02:46, 29.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3445/8416 [00:28<00:40, 122.47it/s]
    Epoch 3:  85%|████████▌ | 28695/33666 [16:02<02:46, 29.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3446/8416 [00:28<00:40, 122.46it/s]
    Epoch 3:  85%|████████▌ | 28696/33666 [16:02<02:46, 29.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3447/8416 [00:28<00:40, 122.46it/s]
    Epoch 3:  85%|████████▌ | 28697/33666 [16:02<02:46, 29.81it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3448/8416 [00:28<00:40, 122.46it/s]
    Epoch 3:  85%|████████▌ | 28698/33666 [16:02<02:46, 29.81it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3449/8416 [00:28<00:40, 122.46it/s]
    Epoch 3:  85%|████████▌ | 28699/33666 [16:02<02:46, 29.81it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3450/8416 [00:28<00:40, 122.46it/s]
    Epoch 3:  85%|████████▌ | 28700/33666 [16:02<02:46, 29.81it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3451/8416 [00:28<00:40, 122.46it/s]
    Epoch 3:  85%|████████▌ | 28701/33666 [16:02<02:46, 29.81it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3452/8416 [00:28<00:40, 122.46it/s]
    Epoch 3:  85%|████████▌ | 28702/33666 [16:02<02:46, 29.81it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3453/8416 [00:28<00:40, 122.46it/s]
    Epoch 3:  85%|████████▌ | 28703/33666 [16:02<02:46, 29.81it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3454/8416 [00:28<00:40, 122.45it/s]
    Epoch 3:  85%|████████▌ | 28704/33666 [16:02<02:46, 29.81it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3455/8416 [00:28<00:40, 122.45it/s]
    Epoch 3:  85%|████████▌ | 28705/33666 [16:02<02:46, 29.81it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3456/8416 [00:28<00:40, 122.45it/s]
    Epoch 3:  85%|████████▌ | 28706/33666 [16:02<02:46, 29.81it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3457/8416 [00:28<00:40, 122.45it/s]
    Epoch 3:  85%|████████▌ | 28707/33666 [16:02<02:46, 29.81it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3458/8416 [00:28<00:40, 122.45it/s]
    Epoch 3:  85%|████████▌ | 28708/33666 [16:02<02:46, 29.81it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3459/8416 [00:28<00:40, 122.45it/s]
    Epoch 3:  85%|████████▌ | 28709/33666 [16:02<02:46, 29.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3460/8416 [00:28<00:40, 122.45it/s]
    Epoch 3:  85%|████████▌ | 28710/33666 [16:02<02:46, 29.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3461/8416 [00:28<00:40, 122.45it/s]
    Epoch 3:  85%|████████▌ | 28711/33666 [16:02<02:46, 29.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3462/8416 [00:28<00:40, 122.45it/s]
    Epoch 3:  85%|████████▌ | 28712/33666 [16:02<02:46, 29.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3463/8416 [00:28<00:40, 122.44it/s]
    Epoch 3:  85%|████████▌ | 28713/33666 [16:02<02:46, 29.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3464/8416 [00:28<00:40, 122.44it/s]
    Epoch 3:  85%|████████▌ | 28714/33666 [16:02<02:46, 29.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3465/8416 [00:28<00:40, 122.45it/s]
    Epoch 3:  85%|████████▌ | 28715/33666 [16:02<02:46, 29.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3466/8416 [00:28<00:40, 122.45it/s]
    Epoch 3:  85%|████████▌ | 28716/33666 [16:02<02:45, 29.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3467/8416 [00:28<00:40, 122.45it/s]
    Epoch 3:  85%|████████▌ | 28717/33666 [16:02<02:45, 29.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3468/8416 [00:28<00:40, 122.45it/s]
    Epoch 3:  85%|████████▌ | 28718/33666 [16:02<02:45, 29.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3469/8416 [00:28<00:40, 122.45it/s]
    Epoch 3:  85%|████████▌ | 28719/33666 [16:02<02:45, 29.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3470/8416 [00:28<00:40, 122.44it/s]
    Epoch 3:  85%|████████▌ | 28720/33666 [16:02<02:45, 29.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████      | 3471/8416 [00:28<00:40, 122.44it/s]
    Epoch 3:  85%|████████▌ | 28721/33666 [16:03<02:45, 29.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3472/8416 [00:28<00:40, 122.44it/s]
    Epoch 3:  85%|████████▌ | 28722/33666 [16:03<02:45, 29.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3473/8416 [00:28<00:40, 122.44it/s]
    Epoch 3:  85%|████████▌ | 28723/33666 [16:03<02:45, 29.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3474/8416 [00:28<00:40, 122.44it/s]
    Epoch 3:  85%|████████▌ | 28724/33666 [16:03<02:45, 29.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3475/8416 [00:28<00:40, 122.44it/s]
    Epoch 3:  85%|████████▌ | 28725/33666 [16:03<02:45, 29.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3476/8416 [00:28<00:40, 122.44it/s]
    Epoch 3:  85%|████████▌ | 28726/33666 [16:03<02:45, 29.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3477/8416 [00:28<00:40, 122.44it/s]
    Epoch 3:  85%|████████▌ | 28727/33666 [16:03<02:45, 29.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3478/8416 [00:28<00:40, 122.43it/s]
    Epoch 3:  85%|████████▌ | 28728/33666 [16:03<02:45, 29.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3479/8416 [00:28<00:40, 122.43it/s]
    Epoch 3:  85%|████████▌ | 28729/33666 [16:03<02:45, 29.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3480/8416 [00:28<00:40, 122.43it/s]
    Epoch 3:  85%|████████▌ | 28730/33666 [16:03<02:45, 29.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3481/8416 [00:28<00:40, 122.43it/s]
    Epoch 3:  85%|████████▌ | 28731/33666 [16:03<02:45, 29.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3482/8416 [00:28<00:40, 122.43it/s]
    Epoch 3:  85%|████████▌ | 28732/33666 [16:03<02:45, 29.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3483/8416 [00:28<00:40, 122.44it/s]
    Epoch 3:  85%|████████▌ | 28733/33666 [16:03<02:45, 29.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3484/8416 [00:28<00:40, 122.44it/s]
    Epoch 3:  85%|████████▌ | 28734/33666 [16:03<02:45, 29.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3485/8416 [00:28<00:40, 122.44it/s]
    Epoch 3:  85%|████████▌ | 28735/33666 [16:03<02:45, 29.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3486/8416 [00:28<00:40, 122.43it/s]
    Epoch 3:  85%|████████▌ | 28736/33666 [16:03<02:45, 29.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3487/8416 [00:28<00:40, 122.43it/s]
    Epoch 3:  85%|████████▌ | 28737/33666 [16:03<02:45, 29.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3488/8416 [00:28<00:40, 122.43it/s]
    Epoch 3:  85%|████████▌ | 28738/33666 [16:03<02:45, 29.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3489/8416 [00:28<00:40, 122.43it/s]
    Epoch 3:  85%|████████▌ | 28739/33666 [16:03<02:45, 29.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3490/8416 [00:28<00:40, 122.43it/s]
    Epoch 3:  85%|████████▌ | 28740/33666 [16:03<02:45, 29.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3491/8416 [00:28<00:40, 122.41it/s]
    Epoch 3:  85%|████████▌ | 28741/33666 [16:03<02:45, 29.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3492/8416 [00:28<00:40, 122.41it/s]
    Epoch 3:  85%|████████▌ | 28742/33666 [16:03<02:45, 29.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3493/8416 [00:28<00:40, 122.41it/s]
    Epoch 3:  85%|████████▌ | 28743/33666 [16:03<02:44, 29.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3494/8416 [00:28<00:40, 122.41it/s]
    Epoch 3:  85%|████████▌ | 28744/33666 [16:03<02:44, 29.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3495/8416 [00:28<00:40, 122.41it/s]
    Epoch 3:  85%|████████▌ | 28745/33666 [16:03<02:44, 29.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3496/8416 [00:28<00:40, 122.41it/s]
    Epoch 3:  85%|████████▌ | 28746/33666 [16:03<02:44, 29.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3497/8416 [00:28<00:40, 122.41it/s]
    Epoch 3:  85%|████████▌ | 28747/33666 [16:03<02:44, 29.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3498/8416 [00:28<00:40, 122.41it/s]
    Epoch 3:  85%|████████▌ | 28748/33666 [16:03<02:44, 29.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3499/8416 [00:28<00:40, 122.41it/s]
    Epoch 3:  85%|████████▌ | 28749/33666 [16:03<02:44, 29.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3500/8416 [00:28<00:40, 122.41it/s]
    Epoch 3:  85%|████████▌ | 28750/33666 [16:03<02:44, 29.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3501/8416 [00:28<00:40, 122.41it/s]
    Epoch 3:  85%|████████▌ | 28751/33666 [16:03<02:44, 29.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3502/8416 [00:28<00:40, 122.41it/s]
    Epoch 3:  85%|████████▌ | 28752/33666 [16:03<02:44, 29.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3503/8416 [00:28<00:40, 122.40it/s]
    Epoch 3:  85%|████████▌ | 28753/33666 [16:03<02:44, 29.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3504/8416 [00:28<00:40, 122.40it/s]
    Epoch 3:  85%|████████▌ | 28754/33666 [16:03<02:44, 29.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3505/8416 [00:28<00:40, 122.40it/s]
    Epoch 3:  85%|████████▌ | 28755/33666 [16:03<02:44, 29.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3506/8416 [00:28<00:40, 122.40it/s]
    Epoch 3:  85%|████████▌ | 28756/33666 [16:03<02:44, 29.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3507/8416 [00:28<00:40, 122.40it/s]
    Epoch 3:  85%|████████▌ | 28757/33666 [16:03<02:44, 29.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3508/8416 [00:28<00:40, 122.40it/s]
    Epoch 3:  85%|████████▌ | 28758/33666 [16:03<02:44, 29.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3509/8416 [00:28<00:40, 122.40it/s]
    Epoch 3:  85%|████████▌ | 28759/33666 [16:03<02:44, 29.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3510/8416 [00:28<00:40, 122.40it/s]
    Epoch 3:  85%|████████▌ | 28760/33666 [16:03<02:44, 29.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3511/8416 [00:28<00:40, 122.40it/s]
    Epoch 3:  85%|████████▌ | 28761/33666 [16:03<02:44, 29.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3512/8416 [00:28<00:40, 122.40it/s]
    Epoch 3:  85%|████████▌ | 28762/33666 [16:03<02:44, 29.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3513/8416 [00:28<00:40, 122.40it/s]
    Epoch 3:  85%|████████▌ | 28763/33666 [16:03<02:44, 29.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3514/8416 [00:28<00:40, 122.40it/s]
    Epoch 3:  85%|████████▌ | 28764/33666 [16:03<02:44, 29.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3515/8416 [00:28<00:40, 122.39it/s]
    Epoch 3:  85%|████████▌ | 28765/33666 [16:03<02:44, 29.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3516/8416 [00:28<00:40, 122.39it/s]
    Epoch 3:  85%|████████▌ | 28766/33666 [16:03<02:44, 29.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3517/8416 [00:28<00:40, 122.39it/s]
    Epoch 3:  85%|████████▌ | 28767/33666 [16:03<02:44, 29.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3518/8416 [00:28<00:40, 122.39it/s]
    Epoch 3:  85%|████████▌ | 28768/33666 [16:03<02:44, 29.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3519/8416 [00:28<00:40, 122.39it/s]
    Epoch 3:  85%|████████▌ | 28769/33666 [16:03<02:43, 29.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3520/8416 [00:28<00:40, 122.38it/s]
    Epoch 3:  85%|████████▌ | 28770/33666 [16:03<02:43, 29.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3521/8416 [00:28<00:39, 122.38it/s]
    Epoch 3:  85%|████████▌ | 28771/33666 [16:03<02:43, 29.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3522/8416 [00:28<00:39, 122.38it/s]
    Epoch 3:  85%|████████▌ | 28772/33666 [16:03<02:43, 29.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3523/8416 [00:28<00:39, 122.38it/s]
    Epoch 3:  85%|████████▌ | 28773/33666 [16:03<02:43, 29.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3524/8416 [00:28<00:39, 122.38it/s]
    Epoch 3:  85%|████████▌ | 28774/33666 [16:03<02:43, 29.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3525/8416 [00:28<00:39, 122.38it/s]
    Epoch 3:  85%|████████▌ | 28775/33666 [16:03<02:43, 29.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3526/8416 [00:28<00:39, 122.38it/s]
    Epoch 3:  85%|████████▌ | 28776/33666 [16:03<02:43, 29.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3527/8416 [00:28<00:39, 122.38it/s]
    Epoch 3:  85%|████████▌ | 28777/33666 [16:03<02:43, 29.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3528/8416 [00:28<00:39, 122.38it/s]
    Epoch 3:  85%|████████▌ | 28778/33666 [16:03<02:43, 29.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3529/8416 [00:28<00:39, 122.38it/s]
    Epoch 3:  85%|████████▌ | 28779/33666 [16:03<02:43, 29.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3530/8416 [00:28<00:39, 122.38it/s]
    Epoch 3:  85%|████████▌ | 28780/33666 [16:03<02:43, 29.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3531/8416 [00:28<00:39, 122.38it/s]
    Epoch 3:  85%|████████▌ | 28781/33666 [16:03<02:43, 29.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3532/8416 [00:28<00:39, 122.38it/s]
    Epoch 3:  85%|████████▌ | 28782/33666 [16:03<02:43, 29.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3533/8416 [00:28<00:39, 122.39it/s]
    Epoch 3:  85%|████████▌ | 28783/33666 [16:03<02:43, 29.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3534/8416 [00:28<00:39, 122.39it/s]
    Epoch 3:  85%|████████▌ | 28784/33666 [16:03<02:43, 29.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3535/8416 [00:28<00:39, 122.38it/s]
    Epoch 3:  86%|████████▌ | 28785/33666 [16:03<02:43, 29.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3536/8416 [00:28<00:39, 122.38it/s]
    Epoch 3:  86%|████████▌ | 28786/33666 [16:03<02:43, 29.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3537/8416 [00:28<00:39, 122.38it/s]
    Epoch 3:  86%|████████▌ | 28787/33666 [16:03<02:43, 29.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3538/8416 [00:28<00:39, 122.38it/s]
    Epoch 3:  86%|████████▌ | 28788/33666 [16:03<02:43, 29.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3539/8416 [00:28<00:39, 122.38it/s]
    Epoch 3:  86%|████████▌ | 28789/33666 [16:03<02:43, 29.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3540/8416 [00:28<00:39, 122.38it/s]
    Epoch 3:  86%|████████▌ | 28790/33666 [16:03<02:43, 29.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3541/8416 [00:28<00:39, 122.38it/s]
    Epoch 3:  86%|████████▌ | 28791/33666 [16:03<02:43, 29.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3542/8416 [00:28<00:39, 122.38it/s]
    Epoch 3:  86%|████████▌ | 28792/33666 [16:03<02:43, 29.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3543/8416 [00:28<00:39, 122.38it/s]
    Epoch 3:  86%|████████▌ | 28793/33666 [16:03<02:43, 29.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3544/8416 [00:28<00:39, 122.37it/s]
    Epoch 3:  86%|████████▌ | 28794/33666 [16:03<02:43, 29.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3545/8416 [00:28<00:39, 122.38it/s]
    Epoch 3:  86%|████████▌ | 28795/33666 [16:03<02:43, 29.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3546/8416 [00:28<00:39, 122.38it/s]
    Epoch 3:  86%|████████▌ | 28796/33666 [16:03<02:42, 29.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3547/8416 [00:28<00:39, 122.38it/s]
    Epoch 3:  86%|████████▌ | 28797/33666 [16:03<02:42, 29.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3548/8416 [00:28<00:39, 122.38it/s]
    Epoch 3:  86%|████████▌ | 28798/33666 [16:03<02:42, 29.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3549/8416 [00:29<00:39, 122.38it/s]
    Epoch 3:  86%|████████▌ | 28799/33666 [16:03<02:42, 29.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3550/8416 [00:29<00:39, 122.38it/s]
    Epoch 3:  86%|████████▌ | 28800/33666 [16:03<02:42, 29.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3551/8416 [00:29<00:39, 122.37it/s]
    Epoch 3:  86%|████████▌ | 28801/33666 [16:03<02:42, 29.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3552/8416 [00:29<00:39, 122.37it/s]
    Epoch 3:  86%|████████▌ | 28802/33666 [16:03<02:42, 29.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3553/8416 [00:29<00:39, 122.37it/s]
    Epoch 3:  86%|████████▌ | 28803/33666 [16:03<02:42, 29.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3554/8416 [00:29<00:39, 122.37it/s]
    Epoch 3:  86%|████████▌ | 28804/33666 [16:03<02:42, 29.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3555/8416 [00:29<00:39, 122.37it/s]
    Epoch 3:  86%|████████▌ | 28805/33666 [16:03<02:42, 29.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3556/8416 [00:29<00:39, 122.37it/s]
    Epoch 3:  86%|████████▌ | 28806/33666 [16:03<02:42, 29.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3557/8416 [00:29<00:39, 122.37it/s]
    Epoch 3:  86%|████████▌ | 28807/33666 [16:03<02:42, 29.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3558/8416 [00:29<00:39, 122.37it/s]
    Epoch 3:  86%|████████▌ | 28808/33666 [16:03<02:42, 29.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3559/8416 [00:29<00:39, 122.37it/s]
    Epoch 3:  86%|████████▌ | 28809/33666 [16:03<02:42, 29.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3560/8416 [00:29<00:39, 122.37it/s]
    Epoch 3:  86%|████████▌ | 28810/33666 [16:03<02:42, 29.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3561/8416 [00:29<00:39, 122.37it/s]
    Epoch 3:  86%|████████▌ | 28811/33666 [16:03<02:42, 29.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3562/8416 [00:29<00:39, 122.37it/s]
    Epoch 3:  86%|████████▌ | 28812/33666 [16:03<02:42, 29.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3563/8416 [00:29<00:39, 122.37it/s]
    Epoch 3:  86%|████████▌ | 28813/33666 [16:03<02:42, 29.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3564/8416 [00:29<00:39, 122.37it/s]
    Epoch 3:  86%|████████▌ | 28814/33666 [16:03<02:42, 29.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3565/8416 [00:29<00:39, 122.37it/s]
    Epoch 3:  86%|████████▌ | 28815/33666 [16:03<02:42, 29.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3566/8416 [00:29<00:39, 122.37it/s]
    Epoch 3:  86%|████████▌ | 28816/33666 [16:03<02:42, 29.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3567/8416 [00:29<00:39, 122.37it/s]
    Epoch 3:  86%|████████▌ | 28817/33666 [16:03<02:42, 29.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3568/8416 [00:29<00:39, 122.36it/s]
    Epoch 3:  86%|████████▌ | 28818/33666 [16:03<02:42, 29.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3569/8416 [00:29<00:39, 122.36it/s]
    Epoch 3:  86%|████████▌ | 28819/33666 [16:03<02:42, 29.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3570/8416 [00:29<00:39, 122.36it/s]
    Epoch 3:  86%|████████▌ | 28820/33666 [16:03<02:42, 29.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3571/8416 [00:29<00:39, 122.36it/s]
    Epoch 3:  86%|████████▌ | 28821/33666 [16:03<02:42, 29.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3572/8416 [00:29<00:39, 122.36it/s]
    Epoch 3:  86%|████████▌ | 28822/33666 [16:03<02:41, 29.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3573/8416 [00:29<00:39, 122.36it/s]
    Epoch 3:  86%|████████▌ | 28823/33666 [16:03<02:41, 29.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3574/8416 [00:29<00:39, 122.35it/s]
    Epoch 3:  86%|████████▌ | 28824/33666 [16:03<02:41, 29.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3575/8416 [00:29<00:39, 122.35it/s]
    Epoch 3:  86%|████████▌ | 28825/33666 [16:03<02:41, 29.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3576/8416 [00:29<00:39, 122.35it/s]
    Epoch 3:  86%|████████▌ | 28826/33666 [16:03<02:41, 29.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3577/8416 [00:29<00:39, 122.35it/s]
    Epoch 3:  86%|████████▌ | 28827/33666 [16:03<02:41, 29.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3578/8416 [00:29<00:39, 122.35it/s]
    Epoch 3:  86%|████████▌ | 28828/33666 [16:03<02:41, 29.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3579/8416 [00:29<00:39, 122.35it/s]
    Epoch 3:  86%|████████▌ | 28829/33666 [16:03<02:41, 29.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3580/8416 [00:29<00:39, 122.35it/s]
    Epoch 3:  86%|████████▌ | 28830/33666 [16:03<02:41, 29.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3581/8416 [00:29<00:39, 122.35it/s]
    Epoch 3:  86%|████████▌ | 28831/33666 [16:03<02:41, 29.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3582/8416 [00:29<00:39, 122.35it/s]
    Epoch 3:  86%|████████▌ | 28832/33666 [16:03<02:41, 29.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3583/8416 [00:29<00:39, 122.35it/s]
    Epoch 3:  86%|████████▌ | 28833/33666 [16:03<02:41, 29.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3584/8416 [00:29<00:39, 122.34it/s]
    Epoch 3:  86%|████████▌ | 28834/33666 [16:03<02:41, 29.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3585/8416 [00:29<00:39, 122.34it/s]
    Epoch 3:  86%|████████▌ | 28835/33666 [16:03<02:41, 29.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3586/8416 [00:29<00:39, 122.34it/s]
    Epoch 3:  86%|████████▌ | 28836/33666 [16:03<02:41, 29.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3587/8416 [00:29<00:39, 122.34it/s]
    Epoch 3:  86%|████████▌ | 28837/33666 [16:03<02:41, 29.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3588/8416 [00:29<00:39, 122.34it/s]
    Epoch 3:  86%|████████▌ | 28838/33666 [16:03<02:41, 29.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3589/8416 [00:29<00:39, 122.34it/s]
    Epoch 3:  86%|████████▌ | 28839/33666 [16:03<02:41, 29.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3590/8416 [00:29<00:39, 122.35it/s]
    Epoch 3:  86%|████████▌ | 28840/33666 [16:03<02:41, 29.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3591/8416 [00:29<00:39, 122.34it/s]
    Epoch 3:  86%|████████▌ | 28841/33666 [16:04<02:41, 29.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3592/8416 [00:29<00:39, 122.34it/s]
    Epoch 3:  86%|████████▌ | 28842/33666 [16:04<02:41, 29.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3593/8416 [00:29<00:39, 122.34it/s]
    Epoch 3:  86%|████████▌ | 28843/33666 [16:04<02:41, 29.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3594/8416 [00:29<00:39, 122.35it/s]
    Epoch 3:  86%|████████▌ | 28844/33666 [16:04<02:41, 29.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3595/8416 [00:29<00:39, 122.35it/s]
    Epoch 3:  86%|████████▌ | 28845/33666 [16:04<02:41, 29.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3596/8416 [00:29<00:39, 122.35it/s]
    Epoch 3:  86%|████████▌ | 28846/33666 [16:04<02:41, 29.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3597/8416 [00:29<00:39, 122.35it/s]
    Epoch 3:  86%|████████▌ | 28847/33666 [16:04<02:41, 29.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3598/8416 [00:29<00:39, 122.35it/s]
    Epoch 3:  86%|████████▌ | 28848/33666 [16:04<02:41, 29.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3599/8416 [00:29<00:39, 122.35it/s]
    Epoch 3:  86%|████████▌ | 28849/33666 [16:04<02:40, 29.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3600/8416 [00:29<00:39, 122.35it/s]
    Epoch 3:  86%|████████▌ | 28850/33666 [16:04<02:40, 29.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3601/8416 [00:29<00:39, 122.35it/s]
    Epoch 3:  86%|████████▌ | 28851/33666 [16:04<02:40, 29.93it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3602/8416 [00:29<00:39, 122.35it/s]
    Epoch 3:  86%|████████▌ | 28852/33666 [16:04<02:40, 29.93it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3603/8416 [00:29<00:39, 122.35it/s]
    Epoch 3:  86%|████████▌ | 28853/33666 [16:04<02:40, 29.93it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3604/8416 [00:29<00:39, 122.35it/s]
    Epoch 3:  86%|████████▌ | 28854/33666 [16:04<02:40, 29.93it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3605/8416 [00:29<00:39, 122.35it/s]
    Epoch 3:  86%|████████▌ | 28855/33666 [16:04<02:40, 29.93it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3606/8416 [00:29<00:39, 122.36it/s]
    Epoch 3:  86%|████████▌ | 28856/33666 [16:04<02:40, 29.93it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3607/8416 [00:29<00:39, 122.35it/s]
    Epoch 3:  86%|████████▌ | 28857/33666 [16:04<02:40, 29.93it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3608/8416 [00:29<00:39, 122.35it/s]
    Epoch 3:  86%|████████▌ | 28858/33666 [16:04<02:40, 29.93it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3609/8416 [00:29<00:39, 122.36it/s]
    Epoch 3:  86%|████████▌ | 28859/33666 [16:04<02:40, 29.93it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3610/8416 [00:29<00:39, 122.36it/s]
    Epoch 3:  86%|████████▌ | 28860/33666 [16:04<02:40, 29.93it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3611/8416 [00:29<00:39, 122.36it/s]
    Epoch 3:  86%|████████▌ | 28861/33666 [16:04<02:40, 29.93it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3612/8416 [00:29<00:39, 122.36it/s]
    Epoch 3:  86%|████████▌ | 28862/33666 [16:04<02:40, 29.93it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3613/8416 [00:29<00:39, 122.36it/s]
    Epoch 3:  86%|████████▌ | 28863/33666 [16:04<02:40, 29.94it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3614/8416 [00:29<00:39, 122.36it/s]
    Epoch 3:  86%|████████▌ | 28864/33666 [16:04<02:40, 29.94it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3615/8416 [00:29<00:39, 122.36it/s]
    Epoch 3:  86%|████████▌ | 28865/33666 [16:04<02:40, 29.94it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3616/8416 [00:29<00:39, 122.36it/s]
    Epoch 3:  86%|████████▌ | 28866/33666 [16:04<02:40, 29.94it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3617/8416 [00:29<00:39, 122.36it/s]
    Epoch 3:  86%|████████▌ | 28867/33666 [16:04<02:40, 29.94it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3618/8416 [00:29<00:39, 122.36it/s]
    Epoch 3:  86%|████████▌ | 28868/33666 [16:04<02:40, 29.94it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3619/8416 [00:29<00:39, 122.36it/s]
    Epoch 3:  86%|████████▌ | 28869/33666 [16:04<02:40, 29.94it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3620/8416 [00:29<00:39, 122.36it/s]
    Epoch 3:  86%|████████▌ | 28870/33666 [16:04<02:40, 29.94it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3621/8416 [00:29<00:39, 122.36it/s]
    Epoch 3:  86%|████████▌ | 28871/33666 [16:04<02:40, 29.94it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3622/8416 [00:29<00:39, 122.36it/s]
    Epoch 3:  86%|████████▌ | 28872/33666 [16:04<02:40, 29.94it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3623/8416 [00:29<00:39, 122.36it/s]
    Epoch 3:  86%|████████▌ | 28873/33666 [16:04<02:40, 29.94it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3624/8416 [00:29<00:39, 122.36it/s]
    Epoch 3:  86%|████████▌ | 28874/33666 [16:04<02:40, 29.94it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3625/8416 [00:29<00:39, 122.33it/s]
    Epoch 3:  86%|████████▌ | 28875/33666 [16:04<02:39, 29.94it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3626/8416 [00:29<00:39, 122.33it/s]
    Epoch 3:  86%|████████▌ | 28876/33666 [16:04<02:39, 29.95it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3627/8416 [00:29<00:39, 122.33it/s]
    Epoch 3:  86%|████████▌ | 28877/33666 [16:04<02:39, 29.95it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3628/8416 [00:29<00:39, 122.33it/s]
    Epoch 3:  86%|████████▌ | 28878/33666 [16:04<02:39, 29.95it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3629/8416 [00:29<00:39, 122.34it/s]
    Epoch 3:  86%|████████▌ | 28879/33666 [16:04<02:39, 29.95it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3630/8416 [00:29<00:39, 122.34it/s]
    Epoch 3:  86%|████████▌ | 28880/33666 [16:04<02:39, 29.95it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3631/8416 [00:29<00:39, 122.31it/s]
    Epoch 3:  86%|████████▌ | 28881/33666 [16:04<02:39, 29.95it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3632/8416 [00:29<00:39, 122.31it/s]
    Epoch 3:  86%|████████▌ | 28882/33666 [16:04<02:39, 29.95it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3633/8416 [00:29<00:39, 122.32it/s]
    Epoch 3:  86%|████████▌ | 28883/33666 [16:04<02:39, 29.95it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3634/8416 [00:29<00:39, 122.32it/s]
    Epoch 3:  86%|████████▌ | 28884/33666 [16:04<02:39, 29.95it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3635/8416 [00:29<00:39, 122.32it/s]
    Epoch 3:  86%|████████▌ | 28885/33666 [16:04<02:39, 29.95it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3636/8416 [00:29<00:39, 122.32it/s]
    Epoch 3:  86%|████████▌ | 28886/33666 [16:04<02:39, 29.95it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3637/8416 [00:29<00:39, 122.32it/s]
    Epoch 3:  86%|████████▌ | 28887/33666 [16:04<02:39, 29.95it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3638/8416 [00:29<00:39, 122.32it/s]
    Epoch 3:  86%|████████▌ | 28888/33666 [16:04<02:39, 29.95it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3639/8416 [00:29<00:39, 122.32it/s]
    Epoch 3:  86%|████████▌ | 28889/33666 [16:04<02:39, 29.96it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3640/8416 [00:29<00:39, 122.33it/s]
    Epoch 3:  86%|████████▌ | 28890/33666 [16:04<02:39, 29.96it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3641/8416 [00:29<00:39, 122.33it/s]
    Epoch 3:  86%|████████▌ | 28891/33666 [16:04<02:39, 29.96it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3642/8416 [00:29<00:39, 122.33it/s]
    Epoch 3:  86%|████████▌ | 28892/33666 [16:04<02:39, 29.96it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3643/8416 [00:29<00:39, 122.33it/s]
    Epoch 3:  86%|████████▌ | 28893/33666 [16:04<02:39, 29.96it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3644/8416 [00:29<00:39, 122.33it/s]
    Epoch 3:  86%|████████▌ | 28894/33666 [16:04<02:39, 29.96it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3645/8416 [00:29<00:39, 122.33it/s]
    Epoch 3:  86%|████████▌ | 28895/33666 [16:04<02:39, 29.96it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3646/8416 [00:29<00:38, 122.33it/s]
    Epoch 3:  86%|████████▌ | 28896/33666 [16:04<02:39, 29.96it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3647/8416 [00:29<00:38, 122.33it/s]
    Epoch 3:  86%|████████▌ | 28897/33666 [16:04<02:39, 29.96it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3648/8416 [00:29<00:38, 122.33it/s]
    Epoch 3:  86%|████████▌ | 28898/33666 [16:04<02:39, 29.96it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3649/8416 [00:29<00:38, 122.33it/s]
    Epoch 3:  86%|████████▌ | 28899/33666 [16:04<02:39, 29.96it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3650/8416 [00:29<00:38, 122.33it/s]
    Epoch 3:  86%|████████▌ | 28900/33666 [16:04<02:39, 29.96it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3651/8416 [00:29<00:38, 122.34it/s]
    Epoch 3:  86%|████████▌ | 28901/33666 [16:04<02:39, 29.96it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3652/8416 [00:29<00:38, 122.34it/s]
    Epoch 3:  86%|████████▌ | 28902/33666 [16:04<02:38, 29.97it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3653/8416 [00:29<00:38, 122.34it/s]
    Epoch 3:  86%|████████▌ | 28903/33666 [16:04<02:38, 29.97it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3654/8416 [00:29<00:38, 122.34it/s]
    Epoch 3:  86%|████████▌ | 28904/33666 [16:04<02:38, 29.97it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3655/8416 [00:29<00:38, 122.34it/s]
    Epoch 3:  86%|████████▌ | 28905/33666 [16:04<02:38, 29.97it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3656/8416 [00:29<00:38, 122.34it/s]
    Epoch 3:  86%|████████▌ | 28906/33666 [16:04<02:38, 29.97it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3657/8416 [00:29<00:38, 122.35it/s]
    Epoch 3:  86%|████████▌ | 28907/33666 [16:04<02:38, 29.97it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3658/8416 [00:29<00:38, 122.35it/s]
    Epoch 3:  86%|████████▌ | 28908/33666 [16:04<02:38, 29.97it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3659/8416 [00:29<00:38, 122.35it/s]
    Epoch 3:  86%|████████▌ | 28909/33666 [16:04<02:38, 29.97it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3660/8416 [00:29<00:38, 122.35it/s]
    Epoch 3:  86%|████████▌ | 28910/33666 [16:04<02:38, 29.97it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3661/8416 [00:29<00:38, 122.35it/s]
    Epoch 3:  86%|████████▌ | 28911/33666 [16:04<02:38, 29.97it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3662/8416 [00:29<00:38, 122.35it/s]
    Epoch 3:  86%|████████▌ | 28912/33666 [16:04<02:38, 29.97it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3663/8416 [00:29<00:38, 122.35it/s]
    Epoch 3:  86%|████████▌ | 28913/33666 [16:04<02:38, 29.97it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3664/8416 [00:29<00:38, 122.36it/s]
    Epoch 3:  86%|████████▌ | 28914/33666 [16:04<02:38, 29.98it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3665/8416 [00:29<00:38, 122.36it/s]
    Epoch 3:  86%|████████▌ | 28915/33666 [16:04<02:38, 29.98it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3666/8416 [00:29<00:38, 122.36it/s]
    Epoch 3:  86%|████████▌ | 28916/33666 [16:04<02:38, 29.98it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3667/8416 [00:29<00:38, 122.36it/s]
    Epoch 3:  86%|████████▌ | 28917/33666 [16:04<02:38, 29.98it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3668/8416 [00:29<00:38, 122.36it/s]
    Epoch 3:  86%|████████▌ | 28918/33666 [16:04<02:38, 29.98it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3669/8416 [00:29<00:38, 122.36it/s]
    Epoch 3:  86%|████████▌ | 28919/33666 [16:04<02:38, 29.98it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3670/8416 [00:29<00:38, 122.36it/s]
    Epoch 3:  86%|████████▌ | 28920/33666 [16:04<02:38, 29.98it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3671/8416 [00:30<00:38, 122.37it/s]
    Epoch 3:  86%|████████▌ | 28921/33666 [16:04<02:38, 29.98it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3672/8416 [00:30<00:38, 122.37it/s]
    Epoch 3:  86%|████████▌ | 28922/33666 [16:04<02:38, 29.98it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3673/8416 [00:30<00:38, 122.37it/s]
    Epoch 3:  86%|████████▌ | 28923/33666 [16:04<02:38, 29.98it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3674/8416 [00:30<00:38, 122.37it/s]
    Epoch 3:  86%|████████▌ | 28924/33666 [16:04<02:38, 29.98it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3675/8416 [00:30<00:38, 122.37it/s]
    Epoch 3:  86%|████████▌ | 28925/33666 [16:04<02:38, 29.98it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3676/8416 [00:30<00:38, 122.37it/s]
    Epoch 3:  86%|████████▌ | 28926/33666 [16:04<02:38, 29.98it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3677/8416 [00:30<00:38, 122.37it/s]
    Epoch 3:  86%|████████▌ | 28927/33666 [16:04<02:38, 29.99it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3678/8416 [00:30<00:38, 122.37it/s]
    Epoch 3:  86%|████████▌ | 28928/33666 [16:04<02:38, 29.99it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3679/8416 [00:30<00:38, 122.38it/s]
    Epoch 3:  86%|████████▌ | 28929/33666 [16:04<02:37, 29.99it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3680/8416 [00:30<00:38, 122.38it/s]
    Epoch 3:  86%|████████▌ | 28930/33666 [16:04<02:37, 29.99it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3681/8416 [00:30<00:38, 122.38it/s]
    Epoch 3:  86%|████████▌ | 28931/33666 [16:04<02:37, 29.99it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3682/8416 [00:30<00:38, 122.38it/s]
    Epoch 3:  86%|████████▌ | 28932/33666 [16:04<02:37, 29.99it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3683/8416 [00:30<00:38, 122.38it/s]
    Epoch 3:  86%|████████▌ | 28933/33666 [16:04<02:37, 29.99it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3684/8416 [00:30<00:38, 122.38it/s]
    Epoch 3:  86%|████████▌ | 28934/33666 [16:04<02:37, 29.99it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3685/8416 [00:30<00:38, 122.38it/s]
    Epoch 3:  86%|████████▌ | 28935/33666 [16:04<02:37, 29.99it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3686/8416 [00:30<00:38, 122.39it/s]
    Epoch 3:  86%|████████▌ | 28936/33666 [16:04<02:37, 29.99it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3687/8416 [00:30<00:38, 122.39it/s]
    Epoch 3:  86%|████████▌ | 28937/33666 [16:04<02:37, 29.99it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3688/8416 [00:30<00:38, 122.39it/s]
    Epoch 3:  86%|████████▌ | 28938/33666 [16:04<02:37, 29.99it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3689/8416 [00:30<00:38, 122.39it/s]
    Epoch 3:  86%|████████▌ | 28939/33666 [16:04<02:37, 29.99it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3690/8416 [00:30<00:38, 122.39it/s]
    Epoch 3:  86%|████████▌ | 28940/33666 [16:04<02:37, 30.00it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3691/8416 [00:30<00:38, 122.39it/s]
    Epoch 3:  86%|████████▌ | 28941/33666 [16:04<02:37, 30.00it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3692/8416 [00:30<00:38, 122.39it/s]
    Epoch 3:  86%|████████▌ | 28942/33666 [16:04<02:37, 30.00it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3693/8416 [00:30<00:38, 122.39it/s]
    Epoch 3:  86%|████████▌ | 28943/33666 [16:04<02:37, 30.00it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3694/8416 [00:30<00:38, 122.40it/s]
    Epoch 3:  86%|████████▌ | 28944/33666 [16:04<02:37, 30.00it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3695/8416 [00:30<00:38, 122.40it/s]
    Epoch 3:  86%|████████▌ | 28945/33666 [16:04<02:37, 30.00it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3696/8416 [00:30<00:38, 122.40it/s]
    Epoch 3:  86%|████████▌ | 28946/33666 [16:04<02:37, 30.00it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3697/8416 [00:30<00:38, 122.40it/s]
    Epoch 3:  86%|████████▌ | 28947/33666 [16:04<02:37, 30.00it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3698/8416 [00:30<00:38, 122.40it/s]
    Epoch 3:  86%|████████▌ | 28948/33666 [16:04<02:37, 30.00it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3699/8416 [00:30<00:38, 122.40it/s]
    Epoch 3:  86%|████████▌ | 28949/33666 [16:04<02:37, 30.00it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3700/8416 [00:30<00:38, 122.40it/s]
    Epoch 3:  86%|████████▌ | 28950/33666 [16:04<02:37, 30.00it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3701/8416 [00:30<00:38, 122.40it/s]
    Epoch 3:  86%|████████▌ | 28951/33666 [16:04<02:37, 30.00it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3702/8416 [00:30<00:38, 122.41it/s]
    Epoch 3:  86%|████████▌ | 28952/33666 [16:04<02:37, 30.01it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3703/8416 [00:30<00:38, 122.41it/s]
    Epoch 3:  86%|████████▌ | 28953/33666 [16:04<02:37, 30.01it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3704/8416 [00:30<00:38, 122.41it/s]
    Epoch 3:  86%|████████▌ | 28954/33666 [16:04<02:37, 30.01it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3705/8416 [00:30<00:38, 122.41it/s]
    Epoch 3:  86%|████████▌ | 28955/33666 [16:04<02:36, 30.01it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3706/8416 [00:30<00:38, 122.41it/s]
    Epoch 3:  86%|████████▌ | 28956/33666 [16:04<02:36, 30.01it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3707/8416 [00:30<00:38, 122.41it/s]
    Epoch 3:  86%|████████▌ | 28957/33666 [16:04<02:36, 30.01it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3708/8416 [00:30<00:38, 122.41it/s]
    Epoch 3:  86%|████████▌ | 28958/33666 [16:04<02:36, 30.01it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3709/8416 [00:30<00:38, 122.41it/s]
    Epoch 3:  86%|████████▌ | 28959/33666 [16:04<02:36, 30.01it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3710/8416 [00:30<00:38, 122.42it/s]
    Epoch 3:  86%|████████▌ | 28960/33666 [16:04<02:36, 30.01it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3711/8416 [00:30<00:38, 122.42it/s]
    Epoch 3:  86%|████████▌ | 28961/33666 [16:04<02:36, 30.01it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3712/8416 [00:30<00:38, 122.42it/s]
    Epoch 3:  86%|████████▌ | 28962/33666 [16:04<02:36, 30.01it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3713/8416 [00:30<00:38, 122.42it/s]
    Epoch 3:  86%|████████▌ | 28963/33666 [16:04<02:36, 30.01it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3714/8416 [00:30<00:38, 122.42it/s]
    Epoch 3:  86%|████████▌ | 28964/33666 [16:04<02:36, 30.01it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3715/8416 [00:30<00:38, 122.42it/s]
    Epoch 3:  86%|████████▌ | 28965/33666 [16:05<02:36, 30.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3716/8416 [00:30<00:38, 122.42it/s]
    Epoch 3:  86%|████████▌ | 28966/33666 [16:05<02:36, 30.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3717/8416 [00:30<00:38, 122.42it/s]
    Epoch 3:  86%|████████▌ | 28967/33666 [16:05<02:36, 30.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3718/8416 [00:30<00:38, 122.42it/s]
    Epoch 3:  86%|████████▌ | 28968/33666 [16:05<02:36, 30.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3719/8416 [00:30<00:38, 122.43it/s]
    Epoch 3:  86%|████████▌ | 28969/33666 [16:05<02:36, 30.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3720/8416 [00:30<00:38, 122.43it/s]
    Epoch 3:  86%|████████▌ | 28970/33666 [16:05<02:36, 30.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3721/8416 [00:30<00:38, 122.43it/s]
    Epoch 3:  86%|████████▌ | 28971/33666 [16:05<02:36, 30.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3722/8416 [00:30<00:38, 122.43it/s]
    Epoch 3:  86%|████████▌ | 28972/33666 [16:05<02:36, 30.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3723/8416 [00:30<00:38, 122.43it/s]
    Epoch 3:  86%|████████▌ | 28973/33666 [16:05<02:36, 30.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3724/8416 [00:30<00:38, 122.43it/s]
    Epoch 3:  86%|████████▌ | 28974/33666 [16:05<02:36, 30.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3725/8416 [00:30<00:38, 122.43it/s]
    Epoch 3:  86%|████████▌ | 28975/33666 [16:05<02:36, 30.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3726/8416 [00:30<00:38, 122.44it/s]
    Epoch 3:  86%|████████▌ | 28976/33666 [16:05<02:36, 30.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3727/8416 [00:30<00:38, 122.44it/s]
    Epoch 3:  86%|████████▌ | 28977/33666 [16:05<02:36, 30.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3728/8416 [00:30<00:38, 122.44it/s]
    Epoch 3:  86%|████████▌ | 28978/33666 [16:05<02:36, 30.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3729/8416 [00:30<00:38, 122.44it/s]
    Epoch 3:  86%|████████▌ | 28979/33666 [16:05<02:36, 30.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3730/8416 [00:30<00:38, 122.44it/s]
    Epoch 3:  86%|████████▌ | 28980/33666 [16:05<02:36, 30.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3731/8416 [00:30<00:38, 122.44it/s]
    Epoch 3:  86%|████████▌ | 28981/33666 [16:05<02:36, 30.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3732/8416 [00:30<00:38, 122.44it/s]
    Epoch 3:  86%|████████▌ | 28982/33666 [16:05<02:35, 30.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3733/8416 [00:30<00:38, 122.45it/s]
    Epoch 3:  86%|████████▌ | 28983/33666 [16:05<02:35, 30.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3734/8416 [00:30<00:38, 122.45it/s]
    Epoch 3:  86%|████████▌ | 28984/33666 [16:05<02:35, 30.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3735/8416 [00:30<00:38, 122.45it/s]
    Epoch 3:  86%|████████▌ | 28985/33666 [16:05<02:35, 30.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3736/8416 [00:30<00:38, 122.45it/s]
    Epoch 3:  86%|████████▌ | 28986/33666 [16:05<02:35, 30.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3737/8416 [00:30<00:38, 122.45it/s]
    Epoch 3:  86%|████████▌ | 28987/33666 [16:05<02:35, 30.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3738/8416 [00:30<00:38, 122.45it/s]
    Epoch 3:  86%|████████▌ | 28988/33666 [16:05<02:35, 30.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3739/8416 [00:30<00:38, 122.45it/s]
    Epoch 3:  86%|████████▌ | 28989/33666 [16:05<02:35, 30.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3740/8416 [00:30<00:38, 122.45it/s]
    Epoch 3:  86%|████████▌ | 28990/33666 [16:05<02:35, 30.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3741/8416 [00:30<00:38, 122.46it/s]
    Epoch 3:  86%|████████▌ | 28991/33666 [16:05<02:35, 30.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3742/8416 [00:30<00:38, 122.46it/s]
    Epoch 3:  86%|████████▌ | 28992/33666 [16:05<02:35, 30.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3743/8416 [00:30<00:38, 122.46it/s]
    Epoch 3:  86%|████████▌ | 28993/33666 [16:05<02:35, 30.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3744/8416 [00:30<00:38, 122.46it/s]
    Epoch 3:  86%|████████▌ | 28994/33666 [16:05<02:35, 30.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3745/8416 [00:30<00:38, 122.46it/s]
    Epoch 3:  86%|████████▌ | 28995/33666 [16:05<02:35, 30.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3746/8416 [00:30<00:38, 122.46it/s]
    Epoch 3:  86%|████████▌ | 28996/33666 [16:05<02:35, 30.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3747/8416 [00:30<00:38, 122.46it/s]
    Epoch 3:  86%|████████▌ | 28997/33666 [16:05<02:35, 30.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3748/8416 [00:30<00:38, 122.46it/s]
    Epoch 3:  86%|████████▌ | 28998/33666 [16:05<02:35, 30.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3749/8416 [00:30<00:38, 122.47it/s]
    Epoch 3:  86%|████████▌ | 28999/33666 [16:05<02:35, 30.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3750/8416 [00:30<00:38, 122.47it/s]
    Epoch 3:  86%|████████▌ | 29000/33666 [16:05<02:35, 30.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3751/8416 [00:30<00:38, 122.47it/s]
    Epoch 3:  86%|████████▌ | 29001/33666 [16:05<02:35, 30.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3752/8416 [00:30<00:38, 122.47it/s]
    Epoch 3:  86%|████████▌ | 29002/33666 [16:05<02:35, 30.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3753/8416 [00:30<00:38, 122.47it/s]
    Epoch 3:  86%|████████▌ | 29003/33666 [16:05<02:35, 30.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3754/8416 [00:30<00:38, 122.47it/s]
    Epoch 3:  86%|████████▌ | 29004/33666 [16:05<02:35, 30.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3755/8416 [00:30<00:38, 122.47it/s]
    Epoch 3:  86%|████████▌ | 29005/33666 [16:05<02:35, 30.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3756/8416 [00:30<00:38, 122.47it/s]
    Epoch 3:  86%|████████▌ | 29006/33666 [16:05<02:35, 30.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3757/8416 [00:30<00:38, 122.46it/s]
    Epoch 3:  86%|████████▌ | 29007/33666 [16:05<02:35, 30.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3758/8416 [00:30<00:38, 122.46it/s]
    Epoch 3:  86%|████████▌ | 29008/33666 [16:05<02:35, 30.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3759/8416 [00:30<00:38, 122.46it/s]
    Epoch 3:  86%|████████▌ | 29009/33666 [16:05<02:34, 30.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3760/8416 [00:30<00:38, 122.46it/s]
    Epoch 3:  86%|████████▌ | 29010/33666 [16:05<02:34, 30.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3761/8416 [00:30<00:38, 122.46it/s]
    Epoch 3:  86%|████████▌ | 29011/33666 [16:05<02:34, 30.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3762/8416 [00:30<00:38, 122.46it/s]
    Epoch 3:  86%|████████▌ | 29012/33666 [16:05<02:34, 30.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3763/8416 [00:30<00:37, 122.46it/s]
    Epoch 3:  86%|████████▌ | 29013/33666 [16:05<02:34, 30.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3764/8416 [00:30<00:37, 122.47it/s]
    Epoch 3:  86%|████████▌ | 29014/33666 [16:05<02:34, 30.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3765/8416 [00:30<00:37, 122.47it/s]
    Epoch 3:  86%|████████▌ | 29015/33666 [16:05<02:34, 30.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3766/8416 [00:30<00:37, 122.47it/s]
    Epoch 3:  86%|████████▌ | 29016/33666 [16:05<02:34, 30.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3767/8416 [00:30<00:37, 122.47it/s]
    Epoch 3:  86%|████████▌ | 29017/33666 [16:05<02:34, 30.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3768/8416 [00:30<00:37, 122.47it/s]
    Epoch 3:  86%|████████▌ | 29018/33666 [16:05<02:34, 30.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3769/8416 [00:30<00:37, 122.47it/s]
    Epoch 3:  86%|████████▌ | 29019/33666 [16:05<02:34, 30.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3770/8416 [00:30<00:37, 122.47it/s]
    Epoch 3:  86%|████████▌ | 29020/33666 [16:05<02:34, 30.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3771/8416 [00:30<00:37, 122.47it/s]
    Epoch 3:  86%|████████▌ | 29021/33666 [16:05<02:34, 30.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3772/8416 [00:30<00:37, 122.47it/s]
    Epoch 3:  86%|████████▌ | 29022/33666 [16:05<02:34, 30.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3773/8416 [00:30<00:37, 122.48it/s]
    Epoch 3:  86%|████████▌ | 29023/33666 [16:05<02:34, 30.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3774/8416 [00:30<00:37, 122.48it/s]
    Epoch 3:  86%|████████▌ | 29024/33666 [16:05<02:34, 30.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3775/8416 [00:30<00:37, 122.48it/s]
    Epoch 3:  86%|████████▌ | 29025/33666 [16:05<02:34, 30.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3776/8416 [00:30<00:37, 122.48it/s]
    Epoch 3:  86%|████████▌ | 29026/33666 [16:05<02:34, 30.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3777/8416 [00:30<00:37, 122.48it/s]
    Epoch 3:  86%|████████▌ | 29027/33666 [16:05<02:34, 30.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3778/8416 [00:30<00:37, 122.48it/s]
    Epoch 3:  86%|████████▌ | 29028/33666 [16:05<02:34, 30.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3779/8416 [00:30<00:37, 122.48it/s]
    Epoch 3:  86%|████████▌ | 29029/33666 [16:05<02:34, 30.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3780/8416 [00:30<00:37, 122.48it/s]
    Epoch 3:  86%|████████▌ | 29030/33666 [16:05<02:34, 30.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3781/8416 [00:30<00:37, 122.48it/s]
    Epoch 3:  86%|████████▌ | 29031/33666 [16:05<02:34, 30.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3782/8416 [00:30<00:37, 122.48it/s]
    Epoch 3:  86%|████████▌ | 29032/33666 [16:05<02:34, 30.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3783/8416 [00:30<00:37, 122.49it/s]
    Epoch 3:  86%|████████▌ | 29033/33666 [16:05<02:34, 30.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3784/8416 [00:30<00:37, 122.49it/s]
    Epoch 3:  86%|████████▌ | 29034/33666 [16:05<02:34, 30.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3785/8416 [00:30<00:37, 122.49it/s]
    Epoch 3:  86%|████████▌ | 29035/33666 [16:05<02:34, 30.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3786/8416 [00:30<00:37, 122.49it/s]
    Epoch 3:  86%|████████▌ | 29036/33666 [16:05<02:33, 30.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3787/8416 [00:30<00:37, 122.49it/s]
    Epoch 3:  86%|████████▋ | 29037/33666 [16:05<02:33, 30.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3788/8416 [00:30<00:37, 122.49it/s]
    Epoch 3:  86%|████████▋ | 29038/33666 [16:05<02:33, 30.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3789/8416 [00:30<00:37, 122.49it/s]
    Epoch 3:  86%|████████▋ | 29039/33666 [16:05<02:33, 30.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3790/8416 [00:30<00:37, 122.50it/s]
    Epoch 3:  86%|████████▋ | 29040/33666 [16:05<02:33, 30.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3791/8416 [00:30<00:37, 122.50it/s]
    Epoch 3:  86%|████████▋ | 29041/33666 [16:05<02:33, 30.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3792/8416 [00:30<00:37, 122.50it/s]
    Epoch 3:  86%|████████▋ | 29042/33666 [16:05<02:33, 30.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3793/8416 [00:30<00:37, 122.50it/s]
    Epoch 3:  86%|████████▋ | 29043/33666 [16:05<02:33, 30.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3794/8416 [00:30<00:37, 122.50it/s]
    Epoch 3:  86%|████████▋ | 29044/33666 [16:05<02:33, 30.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3795/8416 [00:30<00:37, 122.50it/s]
    Epoch 3:  86%|████████▋ | 29045/33666 [16:05<02:33, 30.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3796/8416 [00:30<00:37, 122.50it/s]
    Epoch 3:  86%|████████▋ | 29046/33666 [16:05<02:33, 30.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3797/8416 [00:30<00:37, 122.50it/s]
    Epoch 3:  86%|████████▋ | 29047/33666 [16:05<02:33, 30.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3798/8416 [00:31<00:37, 122.51it/s]
    Epoch 3:  86%|████████▋ | 29048/33666 [16:05<02:33, 30.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3799/8416 [00:31<00:37, 122.51it/s]
    Epoch 3:  86%|████████▋ | 29049/33666 [16:05<02:33, 30.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3800/8416 [00:31<00:37, 122.51it/s]
    Epoch 3:  86%|████████▋ | 29050/33666 [16:05<02:33, 30.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3801/8416 [00:31<00:37, 122.51it/s]
    Epoch 3:  86%|████████▋ | 29051/33666 [16:05<02:33, 30.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3802/8416 [00:31<00:37, 122.51it/s]
    Epoch 3:  86%|████████▋ | 29052/33666 [16:05<02:33, 30.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3803/8416 [00:31<00:37, 122.51it/s]
    Epoch 3:  86%|████████▋ | 29053/33666 [16:05<02:33, 30.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3804/8416 [00:31<00:37, 122.51it/s]
    Epoch 3:  86%|████████▋ | 29054/33666 [16:05<02:33, 30.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3805/8416 [00:31<00:37, 122.51it/s]
    Epoch 3:  86%|████████▋ | 29055/33666 [16:05<02:33, 30.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3806/8416 [00:31<00:37, 122.52it/s]
    Epoch 3:  86%|████████▋ | 29056/33666 [16:05<02:33, 30.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3807/8416 [00:31<00:37, 122.52it/s]
    Epoch 3:  86%|████████▋ | 29057/33666 [16:05<02:33, 30.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3808/8416 [00:31<00:37, 122.52it/s]
    Epoch 3:  86%|████████▋ | 29058/33666 [16:05<02:33, 30.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3809/8416 [00:31<00:37, 122.52it/s]
    Epoch 3:  86%|████████▋ | 29059/33666 [16:05<02:33, 30.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3810/8416 [00:31<00:37, 122.52it/s]
    Epoch 3:  86%|████████▋ | 29060/33666 [16:05<02:33, 30.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3811/8416 [00:31<00:37, 122.52it/s]
    Epoch 3:  86%|████████▋ | 29061/33666 [16:05<02:33, 30.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3812/8416 [00:31<00:37, 122.52it/s]
    Epoch 3:  86%|████████▋ | 29062/33666 [16:05<02:32, 30.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3813/8416 [00:31<00:37, 122.53it/s]
    Epoch 3:  86%|████████▋ | 29063/33666 [16:05<02:32, 30.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3814/8416 [00:31<00:37, 122.53it/s]
    Epoch 3:  86%|████████▋ | 29064/33666 [16:05<02:32, 30.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3815/8416 [00:31<00:37, 122.53it/s]
    Epoch 3:  86%|████████▋ | 29065/33666 [16:05<02:32, 30.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3816/8416 [00:31<00:37, 122.53it/s]
    Epoch 3:  86%|████████▋ | 29066/33666 [16:05<02:32, 30.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3817/8416 [00:31<00:37, 122.53it/s]
    Epoch 3:  86%|████████▋ | 29067/33666 [16:05<02:32, 30.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3818/8416 [00:31<00:37, 122.53it/s]
    Epoch 3:  86%|████████▋ | 29068/33666 [16:05<02:32, 30.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3819/8416 [00:31<00:37, 122.53it/s]
    Epoch 3:  86%|████████▋ | 29069/33666 [16:05<02:32, 30.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3820/8416 [00:31<00:37, 122.53it/s]
    Epoch 3:  86%|████████▋ | 29070/33666 [16:05<02:32, 30.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3821/8416 [00:31<00:37, 122.54it/s]
    Epoch 3:  86%|████████▋ | 29071/33666 [16:05<02:32, 30.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3822/8416 [00:31<00:37, 122.54it/s]
    Epoch 3:  86%|████████▋ | 29072/33666 [16:05<02:32, 30.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3823/8416 [00:31<00:37, 122.54it/s]
    Epoch 3:  86%|████████▋ | 29073/33666 [16:05<02:32, 30.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3824/8416 [00:31<00:37, 122.54it/s]
    Epoch 3:  86%|████████▋ | 29074/33666 [16:05<02:32, 30.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3825/8416 [00:31<00:37, 122.54it/s]
    Epoch 3:  86%|████████▋ | 29075/33666 [16:05<02:32, 30.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3826/8416 [00:31<00:37, 122.54it/s]
    Epoch 3:  86%|████████▋ | 29076/33666 [16:05<02:32, 30.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3827/8416 [00:31<00:37, 122.54it/s]
    Epoch 3:  86%|████████▋ | 29077/33666 [16:05<02:32, 30.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3828/8416 [00:31<00:37, 122.54it/s]
    Epoch 3:  86%|████████▋ | 29078/33666 [16:05<02:32, 30.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3829/8416 [00:31<00:37, 122.55it/s]
    Epoch 3:  86%|████████▋ | 29079/33666 [16:05<02:32, 30.11it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3830/8416 [00:31<00:37, 122.55it/s]
    Epoch 3:  86%|████████▋ | 29080/33666 [16:05<02:32, 30.11it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3831/8416 [00:31<00:37, 122.55it/s]
    Epoch 3:  86%|████████▋ | 29081/33666 [16:05<02:32, 30.11it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3832/8416 [00:31<00:37, 122.55it/s]
    Epoch 3:  86%|████████▋ | 29082/33666 [16:05<02:32, 30.11it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3833/8416 [00:31<00:37, 122.55it/s]
    Epoch 3:  86%|████████▋ | 29083/33666 [16:05<02:32, 30.11it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3834/8416 [00:31<00:37, 122.55it/s]
    Epoch 3:  86%|████████▋ | 29084/33666 [16:05<02:32, 30.11it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3835/8416 [00:31<00:37, 122.55it/s]
    Epoch 3:  86%|████████▋ | 29085/33666 [16:05<02:32, 30.11it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3836/8416 [00:31<00:37, 122.55it/s]
    Epoch 3:  86%|████████▋ | 29086/33666 [16:05<02:32, 30.11it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3837/8416 [00:31<00:37, 122.56it/s]
    Epoch 3:  86%|████████▋ | 29087/33666 [16:05<02:32, 30.11it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3838/8416 [00:31<00:37, 122.56it/s]
    Epoch 3:  86%|████████▋ | 29088/33666 [16:05<02:32, 30.11it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3839/8416 [00:31<00:37, 122.56it/s]
    Epoch 3:  86%|████████▋ | 29089/33666 [16:05<02:31, 30.11it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3840/8416 [00:31<00:37, 122.56it/s]
    Epoch 3:  86%|████████▋ | 29090/33666 [16:05<02:31, 30.11it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3841/8416 [00:31<00:37, 122.56it/s]
    Epoch 3:  86%|████████▋ | 29091/33666 [16:05<02:31, 30.11it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3842/8416 [00:31<00:37, 122.56it/s]
    Epoch 3:  86%|████████▋ | 29092/33666 [16:06<02:31, 30.12it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3843/8416 [00:31<00:37, 122.56it/s]
    Epoch 3:  86%|████████▋ | 29093/33666 [16:06<02:31, 30.12it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3844/8416 [00:31<00:37, 122.56it/s]
    Epoch 3:  86%|████████▋ | 29094/33666 [16:06<02:31, 30.12it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3845/8416 [00:31<00:37, 122.56it/s]
    Epoch 3:  86%|████████▋ | 29095/33666 [16:06<02:31, 30.12it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3846/8416 [00:31<00:37, 122.56it/s]
    Epoch 3:  86%|████████▋ | 29096/33666 [16:06<02:31, 30.12it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3847/8416 [00:31<00:37, 122.56it/s]
    Epoch 3:  86%|████████▋ | 29097/33666 [16:06<02:31, 30.12it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3848/8416 [00:31<00:37, 122.56it/s]
    Epoch 3:  86%|████████▋ | 29098/33666 [16:06<02:31, 30.12it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3849/8416 [00:31<00:37, 122.56it/s]
    Epoch 3:  86%|████████▋ | 29099/33666 [16:06<02:31, 30.12it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3850/8416 [00:31<00:37, 122.56it/s]
    Epoch 3:  86%|████████▋ | 29100/33666 [16:06<02:31, 30.12it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3851/8416 [00:31<00:37, 122.56it/s]
    Epoch 3:  86%|████████▋ | 29101/33666 [16:06<02:31, 30.12it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3852/8416 [00:31<00:37, 122.57it/s]
    Epoch 3:  86%|████████▋ | 29102/33666 [16:06<02:31, 30.12it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3853/8416 [00:31<00:37, 122.57it/s]
    Epoch 3:  86%|████████▋ | 29103/33666 [16:06<02:31, 30.12it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3854/8416 [00:31<00:37, 122.57it/s]
    Epoch 3:  86%|████████▋ | 29104/33666 [16:06<02:31, 30.13it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3855/8416 [00:31<00:37, 122.57it/s]
    Epoch 3:  86%|████████▋ | 29105/33666 [16:06<02:31, 30.13it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3856/8416 [00:31<00:37, 122.57it/s]
    Epoch 3:  86%|████████▋ | 29106/33666 [16:06<02:31, 30.13it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3857/8416 [00:31<00:37, 122.57it/s]
    Epoch 3:  86%|████████▋ | 29107/33666 [16:06<02:31, 30.13it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3858/8416 [00:31<00:37, 122.57it/s]
    Epoch 3:  86%|████████▋ | 29108/33666 [16:06<02:31, 30.13it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3859/8416 [00:31<00:37, 122.57it/s]
    Epoch 3:  86%|████████▋ | 29109/33666 [16:06<02:31, 30.13it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3860/8416 [00:31<00:37, 122.58it/s]
    Epoch 3:  86%|████████▋ | 29110/33666 [16:06<02:31, 30.13it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3861/8416 [00:31<00:37, 122.58it/s]
    Epoch 3:  86%|████████▋ | 29111/33666 [16:06<02:31, 30.13it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3862/8416 [00:31<00:37, 122.58it/s]
    Epoch 3:  86%|████████▋ | 29112/33666 [16:06<02:31, 30.13it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3863/8416 [00:31<00:37, 122.58it/s]
    Epoch 3:  86%|████████▋ | 29113/33666 [16:06<02:31, 30.13it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3864/8416 [00:31<00:37, 122.58it/s]
    Epoch 3:  86%|████████▋ | 29114/33666 [16:06<02:31, 30.13it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3865/8416 [00:31<00:37, 122.58it/s]
    Epoch 3:  86%|████████▋ | 29115/33666 [16:06<02:31, 30.13it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3866/8416 [00:31<00:37, 122.58it/s]
    Epoch 3:  86%|████████▋ | 29116/33666 [16:06<02:30, 30.13it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3867/8416 [00:31<00:37, 122.58it/s]
    Epoch 3:  86%|████████▋ | 29117/33666 [16:06<02:30, 30.14it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3868/8416 [00:31<00:37, 122.58it/s]
    Epoch 3:  86%|████████▋ | 29118/33666 [16:06<02:30, 30.14it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3869/8416 [00:31<00:37, 122.59it/s]
    Epoch 3:  86%|████████▋ | 29119/33666 [16:06<02:30, 30.14it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3870/8416 [00:31<00:37, 122.59it/s]
    Epoch 3:  86%|████████▋ | 29120/33666 [16:06<02:30, 30.14it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3871/8416 [00:31<00:37, 122.59it/s]
    Epoch 3:  86%|████████▋ | 29121/33666 [16:06<02:30, 30.14it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3872/8416 [00:31<00:37, 122.59it/s]
    Epoch 3:  87%|████████▋ | 29122/33666 [16:06<02:30, 30.14it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3873/8416 [00:31<00:37, 122.59it/s]
    Epoch 3:  87%|████████▋ | 29123/33666 [16:06<02:30, 30.14it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3874/8416 [00:31<00:37, 122.59it/s]
    Epoch 3:  87%|████████▋ | 29124/33666 [16:06<02:30, 30.14it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3875/8416 [00:31<00:37, 122.59it/s]
    Epoch 3:  87%|████████▋ | 29125/33666 [16:06<02:30, 30.14it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3876/8416 [00:31<00:37, 122.59it/s]
    Epoch 3:  87%|████████▋ | 29126/33666 [16:06<02:30, 30.14it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3877/8416 [00:31<00:37, 122.59it/s]
    Epoch 3:  87%|████████▋ | 29127/33666 [16:06<02:30, 30.14it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3878/8416 [00:31<00:37, 122.59it/s]
    Epoch 3:  87%|████████▋ | 29128/33666 [16:06<02:30, 30.14it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3879/8416 [00:31<00:37, 122.58it/s]
    Epoch 3:  87%|████████▋ | 29129/33666 [16:06<02:30, 30.14it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3880/8416 [00:31<00:37, 122.59it/s]
    Epoch 3:  87%|████████▋ | 29130/33666 [16:06<02:30, 30.15it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3881/8416 [00:31<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29131/33666 [16:06<02:30, 30.15it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3882/8416 [00:31<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29132/33666 [16:06<02:30, 30.15it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3883/8416 [00:31<00:36, 122.56it/s]
    Epoch 3:  87%|████████▋ | 29133/33666 [16:06<02:30, 30.15it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3884/8416 [00:31<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29134/33666 [16:06<02:30, 30.15it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3885/8416 [00:31<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29135/33666 [16:06<02:30, 30.15it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3886/8416 [00:31<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29136/33666 [16:06<02:30, 30.15it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3887/8416 [00:31<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29137/33666 [16:06<02:30, 30.15it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3888/8416 [00:31<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29138/33666 [16:06<02:30, 30.15it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3889/8416 [00:31<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29139/33666 [16:06<02:30, 30.15it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3890/8416 [00:31<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29140/33666 [16:06<02:30, 30.15it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3891/8416 [00:31<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29141/33666 [16:06<02:30, 30.15it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3892/8416 [00:31<00:36, 122.56it/s]
    Epoch 3:  87%|████████▋ | 29142/33666 [16:06<02:30, 30.15it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3893/8416 [00:31<00:36, 122.56it/s]
    Epoch 3:  87%|████████▋ | 29143/33666 [16:06<02:29, 30.16it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3894/8416 [00:31<00:36, 122.56it/s]
    Epoch 3:  87%|████████▋ | 29144/33666 [16:06<02:29, 30.16it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3895/8416 [00:31<00:36, 122.56it/s]
    Epoch 3:  87%|████████▋ | 29145/33666 [16:06<02:29, 30.16it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3896/8416 [00:31<00:36, 122.56it/s]
    Epoch 3:  87%|████████▋ | 29146/33666 [16:06<02:29, 30.16it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3897/8416 [00:31<00:36, 122.56it/s]
    Epoch 3:  87%|████████▋ | 29147/33666 [16:06<02:29, 30.16it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3898/8416 [00:31<00:36, 122.56it/s]
    Epoch 3:  87%|████████▋ | 29148/33666 [16:06<02:29, 30.16it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3899/8416 [00:31<00:36, 122.56it/s]
    Epoch 3:  87%|████████▋ | 29149/33666 [16:06<02:29, 30.16it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3900/8416 [00:31<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29150/33666 [16:06<02:29, 30.16it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3901/8416 [00:31<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29151/33666 [16:06<02:29, 30.16it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3902/8416 [00:31<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29152/33666 [16:06<02:29, 30.16it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3903/8416 [00:31<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29153/33666 [16:06<02:29, 30.16it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3904/8416 [00:31<00:36, 122.56it/s]
    Epoch 3:  87%|████████▋ | 29154/33666 [16:06<02:29, 30.16it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3905/8416 [00:31<00:36, 122.56it/s]
    Epoch 3:  87%|████████▋ | 29155/33666 [16:06<02:29, 30.16it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3906/8416 [00:31<00:36, 122.56it/s]
    Epoch 3:  87%|████████▋ | 29156/33666 [16:06<02:29, 30.17it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3907/8416 [00:31<00:36, 122.56it/s]
    Epoch 3:  87%|████████▋ | 29157/33666 [16:06<02:29, 30.17it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3908/8416 [00:31<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29158/33666 [16:06<02:29, 30.17it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3909/8416 [00:31<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29159/33666 [16:06<02:29, 30.17it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3910/8416 [00:31<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29160/33666 [16:06<02:29, 30.17it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3911/8416 [00:31<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29161/33666 [16:06<02:29, 30.17it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3912/8416 [00:31<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29162/33666 [16:06<02:29, 30.17it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3913/8416 [00:31<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29163/33666 [16:06<02:29, 30.17it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3914/8416 [00:31<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29164/33666 [16:06<02:29, 30.17it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3915/8416 [00:31<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29165/33666 [16:06<02:29, 30.17it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3916/8416 [00:31<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29166/33666 [16:06<02:29, 30.17it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3917/8416 [00:31<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29167/33666 [16:06<02:29, 30.17it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3918/8416 [00:31<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29168/33666 [16:06<02:29, 30.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3919/8416 [00:31<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29169/33666 [16:06<02:29, 30.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3920/8416 [00:31<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29170/33666 [16:06<02:28, 30.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3921/8416 [00:31<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29171/33666 [16:06<02:28, 30.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3922/8416 [00:31<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29172/33666 [16:06<02:28, 30.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3923/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29173/33666 [16:06<02:28, 30.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3924/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29174/33666 [16:06<02:28, 30.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3925/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29175/33666 [16:06<02:28, 30.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3926/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29176/33666 [16:06<02:28, 30.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3927/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29177/33666 [16:06<02:28, 30.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3928/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29178/33666 [16:06<02:28, 30.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3929/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29179/33666 [16:06<02:28, 30.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3930/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29180/33666 [16:06<02:28, 30.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3931/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29181/33666 [16:06<02:28, 30.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3932/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29182/33666 [16:06<02:28, 30.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3933/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29183/33666 [16:06<02:28, 30.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3934/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29184/33666 [16:06<02:28, 30.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3935/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29185/33666 [16:06<02:28, 30.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3936/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29186/33666 [16:06<02:28, 30.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3937/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29187/33666 [16:06<02:28, 30.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3938/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29188/33666 [16:06<02:28, 30.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3939/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29189/33666 [16:06<02:28, 30.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3940/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29190/33666 [16:06<02:28, 30.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3941/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29191/33666 [16:06<02:28, 30.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3942/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29192/33666 [16:06<02:28, 30.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3943/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29193/33666 [16:06<02:28, 30.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3944/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29194/33666 [16:06<02:28, 30.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3945/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29195/33666 [16:06<02:28, 30.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3946/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29196/33666 [16:06<02:28, 30.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3947/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29197/33666 [16:06<02:27, 30.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3948/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29198/33666 [16:06<02:27, 30.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3949/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29199/33666 [16:06<02:27, 30.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3950/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29200/33666 [16:06<02:27, 30.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3951/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29201/33666 [16:06<02:27, 30.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3952/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29202/33666 [16:06<02:27, 30.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3953/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29203/33666 [16:06<02:27, 30.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3954/8416 [00:32<00:36, 122.58it/s]
    Epoch 3:  87%|████████▋ | 29204/33666 [16:06<02:27, 30.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3955/8416 [00:32<00:36, 122.58it/s]
    Epoch 3:  87%|████████▋ | 29205/33666 [16:06<02:27, 30.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3956/8416 [00:32<00:36, 122.58it/s]
    Epoch 3:  87%|████████▋ | 29206/33666 [16:06<02:27, 30.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3957/8416 [00:32<00:36, 122.58it/s]
    Epoch 3:  87%|████████▋ | 29207/33666 [16:06<02:27, 30.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3958/8416 [00:32<00:36, 122.58it/s]
    Epoch 3:  87%|████████▋ | 29208/33666 [16:06<02:27, 30.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3959/8416 [00:32<00:36, 122.58it/s]
    Epoch 3:  87%|████████▋ | 29209/33666 [16:06<02:27, 30.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3960/8416 [00:32<00:36, 122.58it/s]
    Epoch 3:  87%|████████▋ | 29210/33666 [16:06<02:27, 30.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3961/8416 [00:32<00:36, 122.58it/s]
    Epoch 3:  87%|████████▋ | 29211/33666 [16:06<02:27, 30.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3962/8416 [00:32<00:36, 122.58it/s]
    Epoch 3:  87%|████████▋ | 29212/33666 [16:06<02:27, 30.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3963/8416 [00:32<00:36, 122.59it/s]
    Epoch 3:  87%|████████▋ | 29213/33666 [16:06<02:27, 30.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3964/8416 [00:32<00:36, 122.59it/s]
    Epoch 3:  87%|████████▋ | 29214/33666 [16:06<02:27, 30.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3965/8416 [00:32<00:36, 122.59it/s]
    Epoch 3:  87%|████████▋ | 29215/33666 [16:07<02:27, 30.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3966/8416 [00:32<00:36, 122.59it/s]
    Epoch 3:  87%|████████▋ | 29216/33666 [16:07<02:27, 30.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3967/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29217/33666 [16:07<02:27, 30.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3968/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29218/33666 [16:07<02:27, 30.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3969/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29219/33666 [16:07<02:27, 30.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3970/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29220/33666 [16:07<02:27, 30.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3971/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29221/33666 [16:07<02:27, 30.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3972/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29222/33666 [16:07<02:27, 30.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3973/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29223/33666 [16:07<02:27, 30.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3974/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29224/33666 [16:07<02:26, 30.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3975/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29225/33666 [16:07<02:26, 30.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3976/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29226/33666 [16:07<02:26, 30.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3977/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29227/33666 [16:07<02:26, 30.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3978/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29228/33666 [16:07<02:26, 30.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3979/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29229/33666 [16:07<02:26, 30.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3980/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29230/33666 [16:07<02:26, 30.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3981/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29231/33666 [16:07<02:26, 30.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3982/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29232/33666 [16:07<02:26, 30.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3983/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29233/33666 [16:07<02:26, 30.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3984/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29234/33666 [16:07<02:26, 30.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3985/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29235/33666 [16:07<02:26, 30.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3986/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29236/33666 [16:07<02:26, 30.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3987/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29237/33666 [16:07<02:26, 30.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3988/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29238/33666 [16:07<02:26, 30.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3989/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29239/33666 [16:07<02:26, 30.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3990/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29240/33666 [16:07<02:26, 30.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3991/8416 [00:32<00:36, 122.57it/s]
    Epoch 3:  87%|████████▋ | 29241/33666 [16:07<02:26, 30.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3992/8416 [00:32<00:36, 122.56it/s]
    Epoch 3:  87%|████████▋ | 29242/33666 [16:07<02:26, 30.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3993/8416 [00:32<00:36, 122.56it/s]
    Epoch 3:  87%|████████▋ | 29243/33666 [16:07<02:26, 30.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3994/8416 [00:32<00:36, 122.56it/s]
    Epoch 3:  87%|████████▋ | 29244/33666 [16:07<02:26, 30.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3995/8416 [00:32<00:36, 122.56it/s]
    Epoch 3:  87%|████████▋ | 29245/33666 [16:07<02:26, 30.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3996/8416 [00:32<00:36, 122.56it/s]
    Epoch 3:  87%|████████▋ | 29246/33666 [16:07<02:26, 30.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3997/8416 [00:32<00:36, 122.56it/s]
    Epoch 3:  87%|████████▋ | 29247/33666 [16:07<02:26, 30.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 3998/8416 [00:32<00:36, 122.56it/s]
    Epoch 3:  87%|████████▋ | 29248/33666 [16:07<02:26, 30.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 3999/8416 [00:32<00:36, 122.56it/s]
    Epoch 3:  87%|████████▋ | 29249/33666 [16:07<02:26, 30.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4000/8416 [00:32<00:36, 122.56it/s]
    Epoch 3:  87%|████████▋ | 29250/33666 [16:07<02:26, 30.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4001/8416 [00:32<00:36, 122.56it/s]
    Epoch 3:  87%|████████▋ | 29251/33666 [16:07<02:25, 30.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4002/8416 [00:32<00:36, 122.56it/s]
    Epoch 3:  87%|████████▋ | 29252/33666 [16:07<02:25, 30.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4003/8416 [00:32<00:36, 122.56it/s]
    Epoch 3:  87%|████████▋ | 29253/33666 [16:07<02:25, 30.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4004/8416 [00:32<00:35, 122.56it/s]
    Epoch 3:  87%|████████▋ | 29254/33666 [16:07<02:25, 30.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4005/8416 [00:32<00:35, 122.56it/s]
    Epoch 3:  87%|████████▋ | 29255/33666 [16:07<02:25, 30.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4006/8416 [00:32<00:35, 122.56it/s]
    Epoch 3:  87%|████████▋ | 29256/33666 [16:07<02:25, 30.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4007/8416 [00:32<00:35, 122.56it/s]
    Epoch 3:  87%|████████▋ | 29257/33666 [16:07<02:25, 30.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4008/8416 [00:32<00:35, 122.56it/s]
    Epoch 3:  87%|████████▋ | 29258/33666 [16:07<02:25, 30.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4009/8416 [00:32<00:35, 122.56it/s]
    Epoch 3:  87%|████████▋ | 29259/33666 [16:07<02:25, 30.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4010/8416 [00:32<00:35, 122.56it/s]
    Epoch 3:  87%|████████▋ | 29260/33666 [16:07<02:25, 30.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4011/8416 [00:32<00:35, 122.56it/s]
    Epoch 3:  87%|████████▋ | 29261/33666 [16:07<02:25, 30.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4012/8416 [00:32<00:35, 122.56it/s]
    Epoch 3:  87%|████████▋ | 29262/33666 [16:07<02:25, 30.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4013/8416 [00:32<00:35, 122.56it/s]
    Epoch 3:  87%|████████▋ | 29263/33666 [16:07<02:25, 30.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4014/8416 [00:32<00:35, 122.56it/s]
    Epoch 3:  87%|████████▋ | 29264/33666 [16:07<02:25, 30.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4015/8416 [00:32<00:35, 122.56it/s]
    Epoch 3:  87%|████████▋ | 29265/33666 [16:07<02:25, 30.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4016/8416 [00:32<00:35, 122.56it/s]
    Epoch 3:  87%|████████▋ | 29266/33666 [16:07<02:25, 30.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4017/8416 [00:32<00:35, 122.56it/s]
    Epoch 3:  87%|████████▋ | 29267/33666 [16:07<02:25, 30.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4018/8416 [00:32<00:35, 122.56it/s]
    Epoch 3:  87%|████████▋ | 29268/33666 [16:07<02:25, 30.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4019/8416 [00:32<00:35, 122.55it/s]
    Epoch 3:  87%|████████▋ | 29269/33666 [16:07<02:25, 30.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4020/8416 [00:32<00:35, 122.55it/s]
    Epoch 3:  87%|████████▋ | 29270/33666 [16:07<02:25, 30.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4021/8416 [00:32<00:35, 122.55it/s]
    Epoch 3:  87%|████████▋ | 29271/33666 [16:07<02:25, 30.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4022/8416 [00:32<00:35, 122.55it/s]
    Epoch 3:  87%|████████▋ | 29272/33666 [16:07<02:25, 30.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4023/8416 [00:32<00:35, 122.55it/s]
    Epoch 3:  87%|████████▋ | 29273/33666 [16:07<02:25, 30.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4024/8416 [00:32<00:35, 122.55it/s]
    Epoch 3:  87%|████████▋ | 29274/33666 [16:07<02:25, 30.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4025/8416 [00:32<00:35, 122.55it/s]
    Epoch 3:  87%|████████▋ | 29275/33666 [16:07<02:25, 30.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4026/8416 [00:32<00:35, 122.55it/s]
    Epoch 3:  87%|████████▋ | 29276/33666 [16:07<02:25, 30.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4027/8416 [00:32<00:35, 122.55it/s]
    Epoch 3:  87%|████████▋ | 29277/33666 [16:07<02:25, 30.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4028/8416 [00:32<00:35, 122.55it/s]
    Epoch 3:  87%|████████▋ | 29278/33666 [16:07<02:25, 30.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4029/8416 [00:32<00:35, 122.55it/s]
    Epoch 3:  87%|████████▋ | 29279/33666 [16:07<02:24, 30.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4030/8416 [00:32<00:35, 122.55it/s]
    Epoch 3:  87%|████████▋ | 29280/33666 [16:07<02:24, 30.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4031/8416 [00:32<00:35, 122.55it/s]
    Epoch 3:  87%|████████▋ | 29281/33666 [16:07<02:24, 30.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4032/8416 [00:32<00:35, 122.55it/s]
    Epoch 3:  87%|████████▋ | 29282/33666 [16:07<02:24, 30.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4033/8416 [00:32<00:35, 122.55it/s]
    Epoch 3:  87%|████████▋ | 29283/33666 [16:07<02:24, 30.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4034/8416 [00:32<00:35, 122.55it/s]
    Epoch 3:  87%|████████▋ | 29284/33666 [16:07<02:24, 30.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4035/8416 [00:32<00:35, 122.55it/s]
    Epoch 3:  87%|████████▋ | 29285/33666 [16:07<02:24, 30.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4036/8416 [00:32<00:35, 122.55it/s]
    Epoch 3:  87%|████████▋ | 29286/33666 [16:07<02:24, 30.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4037/8416 [00:32<00:35, 122.55it/s]
    Epoch 3:  87%|████████▋ | 29287/33666 [16:07<02:24, 30.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4038/8416 [00:32<00:35, 122.55it/s]
    Epoch 3:  87%|████████▋ | 29288/33666 [16:07<02:24, 30.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4039/8416 [00:32<00:35, 122.55it/s]
    Epoch 3:  87%|████████▋ | 29289/33666 [16:07<02:24, 30.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4040/8416 [00:32<00:35, 122.54it/s]
    Epoch 3:  87%|████████▋ | 29290/33666 [16:07<02:24, 30.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4041/8416 [00:32<00:35, 122.54it/s]
    Epoch 3:  87%|████████▋ | 29291/33666 [16:07<02:24, 30.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4042/8416 [00:32<00:35, 122.54it/s]
    Epoch 3:  87%|████████▋ | 29292/33666 [16:07<02:24, 30.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4043/8416 [00:32<00:35, 122.54it/s]
    Epoch 3:  87%|████████▋ | 29293/33666 [16:07<02:24, 30.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4044/8416 [00:32<00:35, 122.55it/s]
    Epoch 3:  87%|████████▋ | 29294/33666 [16:07<02:24, 30.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4045/8416 [00:33<00:35, 122.55it/s]
    Epoch 3:  87%|████████▋ | 29295/33666 [16:07<02:24, 30.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4046/8416 [00:33<00:35, 122.55it/s]
    Epoch 3:  87%|████████▋ | 29296/33666 [16:07<02:24, 30.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4047/8416 [00:33<00:35, 122.55it/s]
    Epoch 3:  87%|████████▋ | 29297/33666 [16:07<02:24, 30.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4048/8416 [00:33<00:35, 122.54it/s]
    Epoch 3:  87%|████████▋ | 29298/33666 [16:07<02:24, 30.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4049/8416 [00:33<00:35, 122.54it/s]
    Epoch 3:  87%|████████▋ | 29299/33666 [16:07<02:24, 30.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4050/8416 [00:33<00:35, 122.54it/s]
    Epoch 3:  87%|████████▋ | 29300/33666 [16:07<02:24, 30.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4051/8416 [00:33<00:35, 122.54it/s]
    Epoch 3:  87%|████████▋ | 29301/33666 [16:07<02:24, 30.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4052/8416 [00:33<00:35, 122.54it/s]
    Epoch 3:  87%|████████▋ | 29302/33666 [16:07<02:24, 30.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4053/8416 [00:33<00:35, 122.54it/s]
    Epoch 3:  87%|████████▋ | 29303/33666 [16:07<02:24, 30.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4054/8416 [00:33<00:35, 122.54it/s]
    Epoch 3:  87%|████████▋ | 29304/33666 [16:07<02:24, 30.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4055/8416 [00:33<00:35, 122.54it/s]
    Epoch 3:  87%|████████▋ | 29305/33666 [16:07<02:24, 30.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4056/8416 [00:33<00:35, 122.54it/s]
    Epoch 3:  87%|████████▋ | 29306/33666 [16:07<02:23, 30.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4057/8416 [00:33<00:35, 122.54it/s]
    Epoch 3:  87%|████████▋ | 29307/33666 [16:07<02:23, 30.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4058/8416 [00:33<00:35, 122.54it/s]
    Epoch 3:  87%|████████▋ | 29308/33666 [16:07<02:23, 30.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4059/8416 [00:33<00:35, 122.54it/s]
    Epoch 3:  87%|████████▋ | 29309/33666 [16:07<02:23, 30.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4060/8416 [00:33<00:35, 122.54it/s]
    Epoch 3:  87%|████████▋ | 29310/33666 [16:07<02:23, 30.29it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4061/8416 [00:33<00:35, 122.54it/s]
    Epoch 3:  87%|████████▋ | 29311/33666 [16:07<02:23, 30.29it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4062/8416 [00:33<00:35, 122.54it/s]
    Epoch 3:  87%|████████▋ | 29312/33666 [16:07<02:23, 30.29it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4063/8416 [00:33<00:35, 122.54it/s]
    Epoch 3:  87%|████████▋ | 29313/33666 [16:07<02:23, 30.29it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4064/8416 [00:33<00:35, 122.54it/s]
    Epoch 3:  87%|████████▋ | 29314/33666 [16:07<02:23, 30.29it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4065/8416 [00:33<00:35, 122.54it/s]
    Epoch 3:  87%|████████▋ | 29315/33666 [16:07<02:23, 30.29it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4066/8416 [00:33<00:35, 122.54it/s]
    Epoch 3:  87%|████████▋ | 29316/33666 [16:07<02:23, 30.29it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4067/8416 [00:33<00:35, 122.54it/s]
    Epoch 3:  87%|████████▋ | 29317/33666 [16:07<02:23, 30.29it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4068/8416 [00:33<00:35, 122.54it/s]
    Epoch 3:  87%|████████▋ | 29318/33666 [16:07<02:23, 30.29it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4069/8416 [00:33<00:35, 122.53it/s]
    Epoch 3:  87%|████████▋ | 29319/33666 [16:07<02:23, 30.29it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4070/8416 [00:33<00:35, 122.51it/s]
    Epoch 3:  87%|████████▋ | 29320/33666 [16:07<02:23, 30.29it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4071/8416 [00:33<00:35, 122.51it/s]
    Epoch 3:  87%|████████▋ | 29321/33666 [16:07<02:23, 30.29it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4072/8416 [00:33<00:35, 122.51it/s]
    Epoch 3:  87%|████████▋ | 29322/33666 [16:07<02:23, 30.29it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4073/8416 [00:33<00:35, 122.51it/s]
    Epoch 3:  87%|████████▋ | 29323/33666 [16:07<02:23, 30.30it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4074/8416 [00:33<00:35, 122.51it/s]
    Epoch 3:  87%|████████▋ | 29324/33666 [16:07<02:23, 30.30it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4075/8416 [00:33<00:35, 122.51it/s]
    Epoch 3:  87%|████████▋ | 29325/33666 [16:07<02:23, 30.30it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4076/8416 [00:33<00:35, 122.51it/s]
    Epoch 3:  87%|████████▋ | 29326/33666 [16:07<02:23, 30.30it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4077/8416 [00:33<00:35, 122.51it/s]
    Epoch 3:  87%|████████▋ | 29327/33666 [16:07<02:23, 30.30it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4078/8416 [00:33<00:35, 122.51it/s]
    Epoch 3:  87%|████████▋ | 29328/33666 [16:07<02:23, 30.30it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4079/8416 [00:33<00:35, 122.51it/s]
    Epoch 3:  87%|████████▋ | 29329/33666 [16:07<02:23, 30.30it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4080/8416 [00:33<00:35, 122.51it/s]
    Epoch 3:  87%|████████▋ | 29330/33666 [16:07<02:23, 30.30it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4081/8416 [00:33<00:35, 122.51it/s]
    Epoch 3:  87%|████████▋ | 29331/33666 [16:07<02:23, 30.30it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4082/8416 [00:33<00:35, 122.51it/s]
    Epoch 3:  87%|████████▋ | 29332/33666 [16:07<02:23, 30.30it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4083/8416 [00:33<00:35, 122.51it/s]
    Epoch 3:  87%|████████▋ | 29333/33666 [16:07<02:22, 30.30it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4084/8416 [00:33<00:35, 122.51it/s]
    Epoch 3:  87%|████████▋ | 29334/33666 [16:07<02:22, 30.30it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4085/8416 [00:33<00:35, 122.51it/s]
    Epoch 3:  87%|████████▋ | 29335/33666 [16:07<02:22, 30.30it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4086/8416 [00:33<00:35, 122.51it/s]
    Epoch 3:  87%|████████▋ | 29336/33666 [16:08<02:22, 30.31it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4087/8416 [00:33<00:35, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29337/33666 [16:08<02:22, 30.31it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4088/8416 [00:33<00:35, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29338/33666 [16:08<02:22, 30.31it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4089/8416 [00:33<00:35, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29339/33666 [16:08<02:22, 30.31it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4090/8416 [00:33<00:35, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29340/33666 [16:08<02:22, 30.31it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4091/8416 [00:33<00:35, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29341/33666 [16:08<02:22, 30.31it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4092/8416 [00:33<00:35, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29342/33666 [16:08<02:22, 30.31it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4093/8416 [00:33<00:35, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29343/33666 [16:08<02:22, 30.31it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4094/8416 [00:33<00:35, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29344/33666 [16:08<02:22, 30.31it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4095/8416 [00:33<00:35, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29345/33666 [16:08<02:22, 30.31it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4096/8416 [00:33<00:35, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29346/33666 [16:08<02:22, 30.31it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4097/8416 [00:33<00:35, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29347/33666 [16:08<02:22, 30.31it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4098/8416 [00:33<00:35, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29348/33666 [16:08<02:22, 30.31it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4099/8416 [00:33<00:35, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29349/33666 [16:08<02:22, 30.32it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4100/8416 [00:33<00:35, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29350/33666 [16:08<02:22, 30.32it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4101/8416 [00:33<00:35, 122.49it/s]
    Epoch 3:  87%|████████▋ | 29351/33666 [16:08<02:22, 30.32it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4102/8416 [00:33<00:35, 122.49it/s]
    Epoch 3:  87%|████████▋ | 29352/33666 [16:08<02:22, 30.32it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4103/8416 [00:33<00:35, 122.49it/s]
    Epoch 3:  87%|████████▋ | 29353/33666 [16:08<02:22, 30.32it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4104/8416 [00:33<00:35, 122.49it/s]
    Epoch 3:  87%|████████▋ | 29354/33666 [16:08<02:22, 30.32it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4105/8416 [00:33<00:35, 122.49it/s]
    Epoch 3:  87%|████████▋ | 29355/33666 [16:08<02:22, 30.32it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4106/8416 [00:33<00:35, 122.49it/s]
    Epoch 3:  87%|████████▋ | 29356/33666 [16:08<02:22, 30.32it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4107/8416 [00:33<00:35, 122.49it/s]
    Epoch 3:  87%|████████▋ | 29357/33666 [16:08<02:22, 30.32it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4108/8416 [00:33<00:35, 122.49it/s]
    Epoch 3:  87%|████████▋ | 29358/33666 [16:08<02:22, 30.32it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4109/8416 [00:33<00:35, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29359/33666 [16:08<02:22, 30.32it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4110/8416 [00:33<00:35, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29360/33666 [16:08<02:21, 30.32it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4111/8416 [00:33<00:35, 122.49it/s]
    Epoch 3:  87%|████████▋ | 29361/33666 [16:08<02:21, 30.32it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4112/8416 [00:33<00:35, 122.49it/s]
    Epoch 3:  87%|████████▋ | 29362/33666 [16:08<02:21, 30.33it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4113/8416 [00:33<00:35, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29363/33666 [16:08<02:21, 30.33it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4114/8416 [00:33<00:35, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29364/33666 [16:08<02:21, 30.33it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4115/8416 [00:33<00:35, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29365/33666 [16:08<02:21, 30.33it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4116/8416 [00:33<00:35, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29366/33666 [16:08<02:21, 30.33it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4117/8416 [00:33<00:35, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29367/33666 [16:08<02:21, 30.33it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4118/8416 [00:33<00:35, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29368/33666 [16:08<02:21, 30.33it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4119/8416 [00:33<00:35, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29369/33666 [16:08<02:21, 30.33it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4120/8416 [00:33<00:35, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29370/33666 [16:08<02:21, 30.33it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4121/8416 [00:33<00:35, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29371/33666 [16:08<02:21, 30.33it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4122/8416 [00:33<00:35, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29372/33666 [16:08<02:21, 30.33it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4123/8416 [00:33<00:35, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29373/33666 [16:08<02:21, 30.33it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4124/8416 [00:33<00:35, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29374/33666 [16:08<02:21, 30.33it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4125/8416 [00:33<00:35, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29375/33666 [16:08<02:21, 30.34it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4126/8416 [00:33<00:35, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29376/33666 [16:08<02:21, 30.34it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4127/8416 [00:33<00:35, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29377/33666 [16:08<02:21, 30.34it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4128/8416 [00:33<00:35, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29378/33666 [16:08<02:21, 30.34it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4129/8416 [00:33<00:34, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29379/33666 [16:08<02:21, 30.34it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4130/8416 [00:33<00:34, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29380/33666 [16:08<02:21, 30.34it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4131/8416 [00:33<00:34, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29381/33666 [16:08<02:21, 30.34it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4132/8416 [00:33<00:34, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29382/33666 [16:08<02:21, 30.34it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4133/8416 [00:33<00:34, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29383/33666 [16:08<02:21, 30.34it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4134/8416 [00:33<00:34, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29384/33666 [16:08<02:21, 30.34it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4135/8416 [00:33<00:34, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29385/33666 [16:08<02:21, 30.34it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4136/8416 [00:33<00:34, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29386/33666 [16:08<02:21, 30.34it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4137/8416 [00:33<00:34, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29387/33666 [16:08<02:21, 30.35it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4138/8416 [00:33<00:34, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29388/33666 [16:08<02:20, 30.35it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4139/8416 [00:33<00:34, 122.51it/s]
    Epoch 3:  87%|████████▋ | 29389/33666 [16:08<02:20, 30.35it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4140/8416 [00:33<00:34, 122.51it/s]
    Epoch 3:  87%|████████▋ | 29390/33666 [16:08<02:20, 30.35it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4141/8416 [00:33<00:34, 122.51it/s]
    Epoch 3:  87%|████████▋ | 29391/33666 [16:08<02:20, 30.35it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4142/8416 [00:33<00:34, 122.51it/s]
    Epoch 3:  87%|████████▋ | 29392/33666 [16:08<02:20, 30.35it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4143/8416 [00:33<00:34, 122.51it/s]
    Epoch 3:  87%|████████▋ | 29393/33666 [16:08<02:20, 30.35it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4144/8416 [00:33<00:34, 122.51it/s]
    Epoch 3:  87%|████████▋ | 29394/33666 [16:08<02:20, 30.35it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4145/8416 [00:33<00:34, 122.51it/s]
    Epoch 3:  87%|████████▋ | 29395/33666 [16:08<02:20, 30.35it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4146/8416 [00:33<00:34, 122.51it/s]
    Epoch 3:  87%|████████▋ | 29396/33666 [16:08<02:20, 30.35it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4147/8416 [00:33<00:34, 122.51it/s]
    Epoch 3:  87%|████████▋ | 29397/33666 [16:08<02:20, 30.35it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4148/8416 [00:33<00:34, 122.51it/s]
    Epoch 3:  87%|████████▋ | 29398/33666 [16:08<02:20, 30.35it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4149/8416 [00:33<00:34, 122.51it/s]
    Epoch 3:  87%|████████▋ | 29399/33666 [16:08<02:20, 30.35it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4150/8416 [00:33<00:34, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29400/33666 [16:08<02:20, 30.36it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4151/8416 [00:33<00:34, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29401/33666 [16:08<02:20, 30.36it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4152/8416 [00:33<00:34, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29402/33666 [16:08<02:20, 30.36it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4153/8416 [00:33<00:34, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29403/33666 [16:08<02:20, 30.36it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4154/8416 [00:33<00:34, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29404/33666 [16:08<02:20, 30.36it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4155/8416 [00:33<00:34, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29405/33666 [16:08<02:20, 30.36it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4156/8416 [00:33<00:34, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29406/33666 [16:08<02:20, 30.36it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4157/8416 [00:33<00:34, 122.50it/s]
    Epoch 3:  87%|████████▋ | 29407/33666 [16:08<02:20, 30.36it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4158/8416 [00:33<00:34, 122.49it/s]
    Epoch 3:  87%|████████▋ | 29408/33666 [16:08<02:20, 30.36it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4159/8416 [00:33<00:34, 122.49it/s]
    Epoch 3:  87%|████████▋ | 29409/33666 [16:08<02:20, 30.36it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4160/8416 [00:33<00:34, 122.49it/s]
    Epoch 3:  87%|████████▋ | 29410/33666 [16:08<02:20, 30.36it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4161/8416 [00:33<00:34, 122.49it/s]
    Epoch 3:  87%|████████▋ | 29411/33666 [16:08<02:20, 30.36it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4162/8416 [00:33<00:34, 122.48it/s]
    Epoch 3:  87%|████████▋ | 29412/33666 [16:08<02:20, 30.36it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4163/8416 [00:33<00:34, 122.49it/s]
    Epoch 3:  87%|████████▋ | 29413/33666 [16:08<02:20, 30.37it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4164/8416 [00:33<00:34, 122.49it/s]
    Epoch 3:  87%|████████▋ | 29414/33666 [16:08<02:20, 30.37it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4165/8416 [00:34<00:34, 122.49it/s]
    Epoch 3:  87%|████████▋ | 29415/33666 [16:08<02:19, 30.37it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4166/8416 [00:34<00:34, 122.48it/s]
    Epoch 3:  87%|████████▋ | 29416/33666 [16:08<02:19, 30.37it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4167/8416 [00:34<00:34, 122.48it/s]
    Epoch 3:  87%|████████▋ | 29417/33666 [16:08<02:19, 30.37it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4168/8416 [00:34<00:34, 122.48it/s]
    Epoch 3:  87%|████████▋ | 29418/33666 [16:08<02:19, 30.37it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4169/8416 [00:34<00:34, 122.48it/s]
    Epoch 3:  87%|████████▋ | 29419/33666 [16:08<02:19, 30.37it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4170/8416 [00:34<00:34, 122.48it/s]
    Epoch 3:  87%|████████▋ | 29420/33666 [16:08<02:19, 30.37it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4171/8416 [00:34<00:34, 122.49it/s]
    Epoch 3:  87%|████████▋ | 29421/33666 [16:08<02:19, 30.37it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4172/8416 [00:34<00:34, 122.49it/s]
    Epoch 3:  87%|████████▋ | 29422/33666 [16:08<02:19, 30.37it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4173/8416 [00:34<00:34, 122.48it/s]
    Epoch 3:  87%|████████▋ | 29423/33666 [16:08<02:19, 30.37it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4174/8416 [00:34<00:34, 122.48it/s]
    Epoch 3:  87%|████████▋ | 29424/33666 [16:08<02:19, 30.37it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4175/8416 [00:34<00:34, 122.48it/s]
    Epoch 3:  87%|████████▋ | 29425/33666 [16:08<02:19, 30.37it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4176/8416 [00:34<00:34, 122.48it/s]
    Epoch 3:  87%|████████▋ | 29426/33666 [16:08<02:19, 30.38it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4177/8416 [00:34<00:34, 122.48it/s]
    Epoch 3:  87%|████████▋ | 29427/33666 [16:08<02:19, 30.38it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4178/8416 [00:34<00:34, 122.48it/s]
    Epoch 3:  87%|████████▋ | 29428/33666 [16:08<02:19, 30.38it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4179/8416 [00:34<00:34, 122.48it/s]
    Epoch 3:  87%|████████▋ | 29429/33666 [16:08<02:19, 30.38it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4180/8416 [00:34<00:34, 122.48it/s]
    Epoch 3:  87%|████████▋ | 29430/33666 [16:08<02:19, 30.38it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4181/8416 [00:34<00:34, 122.48it/s]
    Epoch 3:  87%|████████▋ | 29431/33666 [16:08<02:19, 30.38it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4182/8416 [00:34<00:34, 122.48it/s]
    Epoch 3:  87%|████████▋ | 29432/33666 [16:08<02:19, 30.38it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4183/8416 [00:34<00:34, 122.48it/s]
    Epoch 3:  87%|████████▋ | 29433/33666 [16:08<02:19, 30.38it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4184/8416 [00:34<00:34, 122.48it/s]
    Epoch 3:  87%|████████▋ | 29434/33666 [16:08<02:19, 30.38it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4185/8416 [00:34<00:34, 122.48it/s]
    Epoch 3:  87%|████████▋ | 29435/33666 [16:08<02:19, 30.38it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4186/8416 [00:34<00:34, 122.48it/s]
    Epoch 3:  87%|████████▋ | 29436/33666 [16:08<02:19, 30.38it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4187/8416 [00:34<00:34, 122.48it/s]
    Epoch 3:  87%|████████▋ | 29437/33666 [16:08<02:19, 30.38it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4188/8416 [00:34<00:34, 122.48it/s]
    Epoch 3:  87%|████████▋ | 29438/33666 [16:08<02:19, 30.38it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4189/8416 [00:34<00:34, 122.48it/s]
    Epoch 3:  87%|████████▋ | 29439/33666 [16:08<02:19, 30.39it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4190/8416 [00:34<00:34, 122.48it/s]
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    Epoch 3:  88%|████████▊ | 29578/33666 [16:10<02:14, 30.49it/s, loss=3.31, v_num=0]

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    Epoch 3:  88%|████████▊ | 29580/33666 [16:10<02:13, 30.49it/s, loss=3.31, v_num=0]

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    Epoch 3:  88%|████████▊ | 29585/33666 [16:10<02:13, 30.50it/s, loss=3.31, v_num=0]

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    Epoch 3:  88%|████████▊ | 29600/33666 [16:10<02:13, 30.51it/s, loss=3.31, v_num=0]

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    Validation DataLoader 0:  52%|█████▏    | 4375/8416 [00:35<00:33, 122.40it/s]
    Epoch 3:  88%|████████▊ | 29625/33666 [16:10<02:12, 30.53it/s, loss=3.31, v_num=0]

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    Validation DataLoader 0:  52%|█████▏    | 4389/8416 [00:35<00:32, 122.42it/s]
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    Validation DataLoader 0:  52%|█████▏    | 4391/8416 [00:35<00:32, 122.41it/s]
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    Validation DataLoader 0:  52%|█████▏    | 4392/8416 [00:35<00:32, 122.41it/s]
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    Validation DataLoader 0:  52%|█████▏    | 4393/8416 [00:35<00:32, 122.41it/s]
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    Validation DataLoader 0:  52%|█████▏    | 4394/8416 [00:35<00:32, 122.41it/s]
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    Validation DataLoader 0:  52%|█████▏    | 4397/8416 [00:35<00:32, 122.41it/s]
    Epoch 3:  88%|████████▊ | 29647/33666 [16:10<02:11, 30.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4398/8416 [00:35<00:32, 122.41it/s]
    Epoch 3:  88%|████████▊ | 29648/33666 [16:10<02:11, 30.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4399/8416 [00:35<00:32, 122.42it/s]
    Epoch 3:  88%|████████▊ | 29649/33666 [16:10<02:11, 30.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4400/8416 [00:35<00:32, 122.42it/s]
    Epoch 3:  88%|████████▊ | 29650/33666 [16:10<02:11, 30.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4401/8416 [00:35<00:32, 122.42it/s]
    Epoch 3:  88%|████████▊ | 29651/33666 [16:10<02:11, 30.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4402/8416 [00:35<00:32, 122.42it/s]
    Epoch 3:  88%|████████▊ | 29652/33666 [16:10<02:11, 30.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4403/8416 [00:35<00:32, 122.42it/s]
    Epoch 3:  88%|████████▊ | 29653/33666 [16:10<02:11, 30.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4404/8416 [00:35<00:32, 122.42it/s]
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    Validation DataLoader 0:  52%|█████▏    | 4406/8416 [00:35<00:32, 122.42it/s]
    Epoch 3:  88%|████████▊ | 29656/33666 [16:10<02:11, 30.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4407/8416 [00:35<00:32, 122.42it/s]
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    Validation DataLoader 0:  52%|█████▏    | 4409/8416 [00:36<00:32, 122.43it/s]
    Epoch 3:  88%|████████▊ | 29659/33666 [16:10<02:11, 30.56it/s, loss=3.31, v_num=0]

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    Epoch 3:  88%|████████▊ | 29660/33666 [16:10<02:11, 30.56it/s, loss=3.31, v_num=0]

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    Epoch 3:  88%|████████▊ | 29661/33666 [16:10<02:11, 30.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  52%|█████▏    | 4412/8416 [00:36<00:32, 122.43it/s]
    Epoch 3:  88%|████████▊ | 29662/33666 [16:10<02:11, 30.56it/s, loss=3.31, v_num=0]

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    Epoch 3:  88%|████████▊ | 29663/33666 [16:10<02:10, 30.56it/s, loss=3.31, v_num=0]

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    Epoch 3:  88%|████████▊ | 29664/33666 [16:10<02:10, 30.56it/s, loss=3.31, v_num=0]

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    Epoch 3:  88%|████████▊ | 29665/33666 [16:10<02:10, 30.56it/s, loss=3.31, v_num=0]

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    Epoch 3:  88%|████████▊ | 29666/33666 [16:10<02:10, 30.56it/s, loss=3.31, v_num=0]

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    Epoch 3:  88%|████████▊ | 29667/33666 [16:10<02:10, 30.56it/s, loss=3.31, v_num=0]

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    Epoch 3:  88%|████████▊ | 29668/33666 [16:10<02:10, 30.56it/s, loss=3.31, v_num=0]

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    Epoch 3:  88%|████████▊ | 29669/33666 [16:10<02:10, 30.56it/s, loss=3.31, v_num=0]

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    Epoch 3:  88%|████████▊ | 29670/33666 [16:10<02:10, 30.56it/s, loss=3.31, v_num=0]

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    Epoch 3:  88%|████████▊ | 29671/33666 [16:10<02:10, 30.56it/s, loss=3.31, v_num=0]

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    Epoch 3:  88%|████████▊ | 29672/33666 [16:10<02:10, 30.57it/s, loss=3.31, v_num=0]

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    Epoch 3:  88%|████████▊ | 29673/33666 [16:10<02:10, 30.57it/s, loss=3.31, v_num=0]

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    Epoch 3:  88%|████████▊ | 29674/33666 [16:10<02:10, 30.57it/s, loss=3.31, v_num=0]

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    Epoch 3:  88%|████████▊ | 29675/33666 [16:10<02:10, 30.57it/s, loss=3.31, v_num=0]

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    Epoch 3:  88%|████████▊ | 29676/33666 [16:10<02:10, 30.57it/s, loss=3.31, v_num=0]

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    Epoch 3:  88%|████████▊ | 29678/33666 [16:10<02:10, 30.57it/s, loss=3.31, v_num=0]

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    Epoch 3:  88%|████████▊ | 29681/33666 [16:10<02:10, 30.57it/s, loss=3.31, v_num=0]

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    Epoch 3:  88%|████████▊ | 29682/33666 [16:10<02:10, 30.57it/s, loss=3.31, v_num=0]

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    Epoch 3:  88%|████████▊ | 29683/33666 [16:10<02:10, 30.57it/s, loss=3.31, v_num=0]

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    Epoch 3:  88%|████████▊ | 29685/33666 [16:10<02:10, 30.58it/s, loss=3.31, v_num=0]

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    Epoch 3:  88%|████████▊ | 29686/33666 [16:10<02:10, 30.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4437/8416 [00:36<00:32, 122.43it/s]
    Epoch 3:  88%|████████▊ | 29687/33666 [16:10<02:10, 30.58it/s, loss=3.31, v_num=0]

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    Epoch 3:  88%|████████▊ | 29690/33666 [16:10<02:10, 30.58it/s, loss=3.31, v_num=0]

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    Validation DataLoader 0:  53%|█████▎    | 4460/8416 [00:36<00:32, 122.45it/s]
    Epoch 3:  88%|████████▊ | 29710/33666 [16:11<02:09, 30.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4461/8416 [00:36<00:32, 122.45it/s]
    Epoch 3:  88%|████████▊ | 29711/33666 [16:11<02:09, 30.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4462/8416 [00:36<00:32, 122.45it/s]
    Epoch 3:  88%|████████▊ | 29712/33666 [16:11<02:09, 30.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4463/8416 [00:36<00:32, 122.45it/s]
    Epoch 3:  88%|████████▊ | 29713/33666 [16:11<02:09, 30.60it/s, loss=3.31, v_num=0]

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    Epoch 3:  88%|████████▊ | 29714/33666 [16:11<02:09, 30.60it/s, loss=3.31, v_num=0]

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    Epoch 3:  88%|████████▊ | 29715/33666 [16:11<02:09, 30.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4466/8416 [00:36<00:32, 122.46it/s]
    Epoch 3:  88%|████████▊ | 29716/33666 [16:11<02:09, 30.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4467/8416 [00:36<00:32, 122.46it/s]
    Epoch 3:  88%|████████▊ | 29717/33666 [16:11<02:09, 30.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4468/8416 [00:36<00:32, 122.46it/s]
    Epoch 3:  88%|████████▊ | 29718/33666 [16:11<02:09, 30.60it/s, loss=3.31, v_num=0]

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    Epoch 3:  88%|████████▊ | 29719/33666 [16:11<02:08, 30.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4470/8416 [00:36<00:32, 122.46it/s]
    Epoch 3:  88%|████████▊ | 29720/33666 [16:11<02:08, 30.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4471/8416 [00:36<00:32, 122.46it/s]
    Epoch 3:  88%|████████▊ | 29721/33666 [16:11<02:08, 30.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4472/8416 [00:36<00:32, 122.46it/s]
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    Validation DataLoader 0:  53%|█████▎    | 4473/8416 [00:36<00:32, 122.46it/s]
    Epoch 3:  88%|████████▊ | 29723/33666 [16:11<02:08, 30.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4474/8416 [00:36<00:32, 122.46it/s]
    Epoch 3:  88%|████████▊ | 29724/33666 [16:11<02:08, 30.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4475/8416 [00:36<00:32, 122.46it/s]
    Epoch 3:  88%|████████▊ | 29725/33666 [16:11<02:08, 30.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4476/8416 [00:36<00:32, 122.46it/s]
    Epoch 3:  88%|████████▊ | 29726/33666 [16:11<02:08, 30.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4477/8416 [00:36<00:32, 122.46it/s]
    Epoch 3:  88%|████████▊ | 29727/33666 [16:11<02:08, 30.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4478/8416 [00:36<00:32, 122.47it/s]
    Epoch 3:  88%|████████▊ | 29728/33666 [16:11<02:08, 30.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4479/8416 [00:36<00:32, 122.47it/s]
    Epoch 3:  88%|████████▊ | 29729/33666 [16:11<02:08, 30.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4480/8416 [00:36<00:32, 122.47it/s]
    Epoch 3:  88%|████████▊ | 29730/33666 [16:11<02:08, 30.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4481/8416 [00:36<00:32, 122.47it/s]
    Epoch 3:  88%|████████▊ | 29731/33666 [16:11<02:08, 30.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4482/8416 [00:36<00:32, 122.47it/s]
    Epoch 3:  88%|████████▊ | 29732/33666 [16:11<02:08, 30.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4483/8416 [00:36<00:32, 122.47it/s]
    Epoch 3:  88%|████████▊ | 29733/33666 [16:11<02:08, 30.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4484/8416 [00:36<00:32, 122.47it/s]
    Epoch 3:  88%|████████▊ | 29734/33666 [16:11<02:08, 30.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4485/8416 [00:36<00:32, 122.47it/s]
    Epoch 3:  88%|████████▊ | 29735/33666 [16:11<02:08, 30.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4486/8416 [00:36<00:32, 122.47it/s]
    Epoch 3:  88%|████████▊ | 29736/33666 [16:11<02:08, 30.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4487/8416 [00:36<00:32, 122.47it/s]
    Epoch 3:  88%|████████▊ | 29737/33666 [16:11<02:08, 30.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4488/8416 [00:36<00:32, 122.47it/s]
    Epoch 3:  88%|████████▊ | 29738/33666 [16:11<02:08, 30.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4489/8416 [00:36<00:32, 122.48it/s]
    Epoch 3:  88%|████████▊ | 29739/33666 [16:11<02:08, 30.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4490/8416 [00:36<00:32, 122.48it/s]
    Epoch 3:  88%|████████▊ | 29740/33666 [16:11<02:08, 30.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4491/8416 [00:36<00:32, 122.48it/s]
    Epoch 3:  88%|████████▊ | 29741/33666 [16:11<02:08, 30.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4492/8416 [00:36<00:32, 122.48it/s]
    Epoch 3:  88%|████████▊ | 29742/33666 [16:11<02:08, 30.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4493/8416 [00:36<00:32, 122.48it/s]
    Epoch 3:  88%|████████▊ | 29743/33666 [16:11<02:08, 30.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4494/8416 [00:36<00:32, 122.48it/s]
    Epoch 3:  88%|████████▊ | 29744/33666 [16:11<02:08, 30.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4495/8416 [00:36<00:32, 122.48it/s]
    Epoch 3:  88%|████████▊ | 29745/33666 [16:11<02:08, 30.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4496/8416 [00:36<00:32, 122.48it/s]
    Epoch 3:  88%|████████▊ | 29746/33666 [16:11<02:08, 30.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4497/8416 [00:36<00:31, 122.48it/s]
    Epoch 3:  88%|████████▊ | 29747/33666 [16:11<02:07, 30.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4498/8416 [00:36<00:31, 122.48it/s]
    Epoch 3:  88%|████████▊ | 29748/33666 [16:11<02:07, 30.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4499/8416 [00:36<00:31, 122.49it/s]
    Epoch 3:  88%|████████▊ | 29749/33666 [16:11<02:07, 30.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4500/8416 [00:36<00:31, 122.49it/s]
    Epoch 3:  88%|████████▊ | 29750/33666 [16:11<02:07, 30.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4501/8416 [00:36<00:31, 122.49it/s]
    Epoch 3:  88%|████████▊ | 29751/33666 [16:11<02:07, 30.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4502/8416 [00:36<00:31, 122.49it/s]
    Epoch 3:  88%|████████▊ | 29752/33666 [16:11<02:07, 30.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4503/8416 [00:36<00:31, 122.49it/s]
    Epoch 3:  88%|████████▊ | 29753/33666 [16:11<02:07, 30.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4504/8416 [00:36<00:31, 122.49it/s]
    Epoch 3:  88%|████████▊ | 29754/33666 [16:11<02:07, 30.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4505/8416 [00:36<00:31, 122.49it/s]
    Epoch 3:  88%|████████▊ | 29755/33666 [16:11<02:07, 30.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4506/8416 [00:36<00:31, 122.49it/s]
    Epoch 3:  88%|████████▊ | 29756/33666 [16:11<02:07, 30.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4507/8416 [00:36<00:31, 122.49it/s]
    Epoch 3:  88%|████████▊ | 29757/33666 [16:11<02:07, 30.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4508/8416 [00:36<00:31, 122.49it/s]
    Epoch 3:  88%|████████▊ | 29758/33666 [16:11<02:07, 30.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4509/8416 [00:36<00:31, 122.50it/s]
    Epoch 3:  88%|████████▊ | 29759/33666 [16:11<02:07, 30.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4510/8416 [00:36<00:31, 122.50it/s]
    Epoch 3:  88%|████████▊ | 29760/33666 [16:11<02:07, 30.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4511/8416 [00:36<00:31, 122.50it/s]
    Epoch 3:  88%|████████▊ | 29761/33666 [16:11<02:07, 30.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4512/8416 [00:36<00:31, 122.50it/s]
    Epoch 3:  88%|████████▊ | 29762/33666 [16:11<02:07, 30.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4513/8416 [00:36<00:31, 122.50it/s]
    Epoch 3:  88%|████████▊ | 29763/33666 [16:11<02:07, 30.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4514/8416 [00:36<00:31, 122.50it/s]
    Epoch 3:  88%|████████▊ | 29764/33666 [16:11<02:07, 30.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4515/8416 [00:36<00:31, 122.50it/s]
    Epoch 3:  88%|████████▊ | 29765/33666 [16:11<02:07, 30.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4516/8416 [00:36<00:31, 122.50it/s]
    Epoch 3:  88%|████████▊ | 29766/33666 [16:11<02:07, 30.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4517/8416 [00:36<00:31, 122.50it/s]
    Epoch 3:  88%|████████▊ | 29767/33666 [16:11<02:07, 30.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4518/8416 [00:36<00:31, 122.50it/s]
    Epoch 3:  88%|████████▊ | 29768/33666 [16:11<02:07, 30.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4519/8416 [00:36<00:31, 122.51it/s]
    Epoch 3:  88%|████████▊ | 29769/33666 [16:11<02:07, 30.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4520/8416 [00:36<00:31, 122.51it/s]
    Epoch 3:  88%|████████▊ | 29770/33666 [16:11<02:07, 30.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4521/8416 [00:36<00:31, 122.51it/s]
    Epoch 3:  88%|████████▊ | 29771/33666 [16:11<02:07, 30.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4522/8416 [00:36<00:31, 122.51it/s]
    Epoch 3:  88%|████████▊ | 29772/33666 [16:11<02:07, 30.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▎    | 4523/8416 [00:36<00:31, 122.51it/s]
    Epoch 3:  88%|████████▊ | 29773/33666 [16:11<02:07, 30.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4524/8416 [00:36<00:31, 122.51it/s]
    Epoch 3:  88%|████████▊ | 29774/33666 [16:11<02:07, 30.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4525/8416 [00:36<00:31, 122.51it/s]
    Epoch 3:  88%|████████▊ | 29775/33666 [16:11<02:06, 30.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4526/8416 [00:36<00:31, 122.51it/s]
    Epoch 3:  88%|████████▊ | 29776/33666 [16:11<02:06, 30.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4527/8416 [00:36<00:31, 122.51it/s]
    Epoch 3:  88%|████████▊ | 29777/33666 [16:11<02:06, 30.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4528/8416 [00:36<00:31, 122.51it/s]
    Epoch 3:  88%|████████▊ | 29778/33666 [16:11<02:06, 30.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4529/8416 [00:36<00:31, 122.52it/s]
    Epoch 3:  88%|████████▊ | 29779/33666 [16:11<02:06, 30.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4530/8416 [00:36<00:31, 122.52it/s]
    Epoch 3:  88%|████████▊ | 29780/33666 [16:11<02:06, 30.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4531/8416 [00:36<00:31, 122.52it/s]
    Epoch 3:  88%|████████▊ | 29781/33666 [16:11<02:06, 30.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4532/8416 [00:36<00:31, 122.52it/s]
    Epoch 3:  88%|████████▊ | 29782/33666 [16:11<02:06, 30.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4533/8416 [00:36<00:31, 122.52it/s]
    Epoch 3:  88%|████████▊ | 29783/33666 [16:11<02:06, 30.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4534/8416 [00:37<00:31, 122.52it/s]
    Epoch 3:  88%|████████▊ | 29784/33666 [16:11<02:06, 30.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4535/8416 [00:37<00:31, 122.52it/s]
    Epoch 3:  88%|████████▊ | 29785/33666 [16:11<02:06, 30.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4536/8416 [00:37<00:31, 122.52it/s]
    Epoch 3:  88%|████████▊ | 29786/33666 [16:11<02:06, 30.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4537/8416 [00:37<00:31, 122.52it/s]
    Epoch 3:  88%|████████▊ | 29787/33666 [16:11<02:06, 30.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4538/8416 [00:37<00:31, 122.52it/s]
    Epoch 3:  88%|████████▊ | 29788/33666 [16:11<02:06, 30.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4539/8416 [00:37<00:31, 122.52it/s]
    Epoch 3:  88%|████████▊ | 29789/33666 [16:11<02:06, 30.66it/s, loss=3.31, v_num=0]

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    Epoch 3:  88%|████████▊ | 29790/33666 [16:11<02:06, 30.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4541/8416 [00:37<00:31, 122.53it/s]
    Epoch 3:  88%|████████▊ | 29791/33666 [16:11<02:06, 30.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4542/8416 [00:37<00:31, 122.53it/s]
    Epoch 3:  88%|████████▊ | 29792/33666 [16:11<02:06, 30.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4543/8416 [00:37<00:31, 122.53it/s]
    Epoch 3:  88%|████████▊ | 29793/33666 [16:11<02:06, 30.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4544/8416 [00:37<00:31, 122.53it/s]
    Epoch 3:  88%|████████▊ | 29794/33666 [16:11<02:06, 30.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4545/8416 [00:37<00:31, 122.53it/s]
    Epoch 3:  89%|████████▊ | 29795/33666 [16:11<02:06, 30.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4546/8416 [00:37<00:31, 122.53it/s]
    Epoch 3:  89%|████████▊ | 29796/33666 [16:11<02:06, 30.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4547/8416 [00:37<00:31, 122.53it/s]
    Epoch 3:  89%|████████▊ | 29797/33666 [16:11<02:06, 30.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4548/8416 [00:37<00:31, 122.53it/s]
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    Validation DataLoader 0:  54%|█████▍    | 4549/8416 [00:37<00:31, 122.53it/s]
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    Validation DataLoader 0:  54%|█████▍    | 4555/8416 [00:37<00:31, 122.54it/s]
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    Epoch 3:  89%|████████▊ | 29810/33666 [16:11<02:05, 30.67it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4561/8416 [00:37<00:31, 122.55it/s]
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    Validation DataLoader 0:  54%|█████▍    | 4563/8416 [00:37<00:31, 122.55it/s]
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    Epoch 3:  89%|████████▊ | 29814/33666 [16:11<02:05, 30.68it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29815/33666 [16:11<02:05, 30.68it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29816/33666 [16:11<02:05, 30.68it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29817/33666 [16:11<02:05, 30.68it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29818/33666 [16:11<02:05, 30.68it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29819/33666 [16:11<02:05, 30.68it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29820/33666 [16:11<02:05, 30.68it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4571/8416 [00:37<00:31, 122.56it/s]
    Epoch 3:  89%|████████▊ | 29821/33666 [16:11<02:05, 30.68it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4572/8416 [00:37<00:31, 122.56it/s]
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    Validation DataLoader 0:  54%|█████▍    | 4573/8416 [00:37<00:31, 122.56it/s]
    Epoch 3:  89%|████████▊ | 29823/33666 [16:11<02:05, 30.68it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29824/33666 [16:11<02:05, 30.68it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29825/33666 [16:11<02:05, 30.68it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29826/33666 [16:11<02:05, 30.69it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29827/33666 [16:12<02:05, 30.69it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29828/33666 [16:12<02:05, 30.69it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29829/33666 [16:12<02:05, 30.69it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29830/33666 [16:12<02:04, 30.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4581/8416 [00:37<00:31, 122.56it/s]
    Epoch 3:  89%|████████▊ | 29831/33666 [16:12<02:04, 30.69it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29832/33666 [16:12<02:04, 30.69it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29833/33666 [16:12<02:04, 30.69it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29834/33666 [16:12<02:04, 30.69it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29835/33666 [16:12<02:04, 30.69it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29836/33666 [16:12<02:04, 30.69it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29837/33666 [16:12<02:04, 30.69it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29838/33666 [16:12<02:04, 30.69it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29839/33666 [16:12<02:04, 30.70it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29840/33666 [16:12<02:04, 30.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4591/8416 [00:37<00:31, 122.57it/s]
    Epoch 3:  89%|████████▊ | 29841/33666 [16:12<02:04, 30.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4592/8416 [00:37<00:31, 122.57it/s]
    Epoch 3:  89%|████████▊ | 29842/33666 [16:12<02:04, 30.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4593/8416 [00:37<00:31, 122.58it/s]
    Epoch 3:  89%|████████▊ | 29843/33666 [16:12<02:04, 30.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4594/8416 [00:37<00:31, 122.58it/s]
    Epoch 3:  89%|████████▊ | 29844/33666 [16:12<02:04, 30.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4595/8416 [00:37<00:31, 122.58it/s]
    Epoch 3:  89%|████████▊ | 29845/33666 [16:12<02:04, 30.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4596/8416 [00:37<00:31, 122.58it/s]
    Epoch 3:  89%|████████▊ | 29846/33666 [16:12<02:04, 30.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4597/8416 [00:37<00:31, 122.58it/s]
    Epoch 3:  89%|████████▊ | 29847/33666 [16:12<02:04, 30.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4598/8416 [00:37<00:31, 122.58it/s]
    Epoch 3:  89%|████████▊ | 29848/33666 [16:12<02:04, 30.70it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29849/33666 [16:12<02:04, 30.70it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29850/33666 [16:12<02:04, 30.70it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29851/33666 [16:12<02:04, 30.70it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29852/33666 [16:12<02:04, 30.71it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29853/33666 [16:12<02:04, 30.71it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29854/33666 [16:12<02:04, 30.71it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29855/33666 [16:12<02:04, 30.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4606/8416 [00:37<00:31, 122.59it/s]
    Epoch 3:  89%|████████▊ | 29856/33666 [16:12<02:04, 30.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4607/8416 [00:37<00:31, 122.59it/s]
    Epoch 3:  89%|████████▊ | 29857/33666 [16:12<02:04, 30.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4608/8416 [00:37<00:31, 122.59it/s]
    Epoch 3:  89%|████████▊ | 29858/33666 [16:12<02:03, 30.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4609/8416 [00:37<00:31, 122.59it/s]
    Epoch 3:  89%|████████▊ | 29859/33666 [16:12<02:03, 30.71it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29860/33666 [16:12<02:03, 30.71it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29861/33666 [16:12<02:03, 30.71it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29862/33666 [16:12<02:03, 30.71it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29863/33666 [16:12<02:03, 30.71it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29864/33666 [16:12<02:03, 30.71it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29865/33666 [16:12<02:03, 30.72it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29866/33666 [16:12<02:03, 30.72it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  55%|█████▍    | 4617/8416 [00:37<00:30, 122.57it/s]
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    Epoch 3:  89%|████████▊ | 29868/33666 [16:12<02:03, 30.72it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29869/33666 [16:12<02:03, 30.72it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29870/33666 [16:12<02:03, 30.72it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29871/33666 [16:12<02:03, 30.72it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29872/33666 [16:12<02:03, 30.72it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29873/33666 [16:12<02:03, 30.72it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29874/33666 [16:12<02:03, 30.72it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29875/33666 [16:12<02:03, 30.72it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29876/33666 [16:12<02:03, 30.72it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29877/33666 [16:12<02:03, 30.72it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▊ | 29878/33666 [16:12<02:03, 30.73it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▉ | 29879/33666 [16:12<02:03, 30.73it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▉ | 29880/33666 [16:12<02:03, 30.73it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▉ | 29881/33666 [16:12<02:03, 30.73it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▉ | 29884/33666 [16:12<02:03, 30.73it/s, loss=3.31, v_num=0]

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    Validation DataLoader 0:  55%|█████▌    | 4638/8416 [00:37<00:30, 122.58it/s]
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    Validation DataLoader 0:  55%|█████▌    | 4639/8416 [00:37<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29889/33666 [16:12<02:02, 30.73it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▉ | 29890/33666 [16:12<02:02, 30.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4641/8416 [00:37<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29891/33666 [16:12<02:02, 30.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4642/8416 [00:37<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29892/33666 [16:12<02:02, 30.74it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▉ | 29893/33666 [16:12<02:02, 30.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4644/8416 [00:37<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29894/33666 [16:12<02:02, 30.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4645/8416 [00:37<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29895/33666 [16:12<02:02, 30.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4646/8416 [00:37<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29896/33666 [16:12<02:02, 30.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4647/8416 [00:37<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29897/33666 [16:12<02:02, 30.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4648/8416 [00:37<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29898/33666 [16:12<02:02, 30.74it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▉ | 29899/33666 [16:12<02:02, 30.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4650/8416 [00:37<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29900/33666 [16:12<02:02, 30.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4651/8416 [00:37<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29901/33666 [16:12<02:02, 30.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4652/8416 [00:37<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29902/33666 [16:12<02:02, 30.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4653/8416 [00:37<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29903/33666 [16:12<02:02, 30.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4654/8416 [00:37<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29904/33666 [16:12<02:02, 30.75it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4655/8416 [00:37<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29905/33666 [16:12<02:02, 30.75it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4656/8416 [00:37<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29906/33666 [16:12<02:02, 30.75it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4657/8416 [00:37<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29907/33666 [16:12<02:02, 30.75it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4658/8416 [00:38<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29908/33666 [16:12<02:02, 30.75it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4659/8416 [00:38<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29909/33666 [16:12<02:02, 30.75it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4660/8416 [00:38<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29910/33666 [16:12<02:02, 30.75it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4661/8416 [00:38<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29911/33666 [16:12<02:02, 30.75it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4662/8416 [00:38<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29912/33666 [16:12<02:02, 30.75it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4663/8416 [00:38<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29913/33666 [16:12<02:02, 30.75it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4664/8416 [00:38<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29914/33666 [16:12<02:02, 30.75it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4665/8416 [00:38<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29915/33666 [16:12<02:01, 30.75it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4666/8416 [00:38<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29916/33666 [16:12<02:01, 30.75it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4667/8416 [00:38<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29917/33666 [16:12<02:01, 30.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4668/8416 [00:38<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29918/33666 [16:12<02:01, 30.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4669/8416 [00:38<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29919/33666 [16:12<02:01, 30.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  55%|█████▌    | 4670/8416 [00:38<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29920/33666 [16:12<02:01, 30.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4671/8416 [00:38<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29921/33666 [16:12<02:01, 30.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4672/8416 [00:38<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29922/33666 [16:12<02:01, 30.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4673/8416 [00:38<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29923/33666 [16:12<02:01, 30.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4674/8416 [00:38<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29924/33666 [16:12<02:01, 30.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4675/8416 [00:38<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29925/33666 [16:12<02:01, 30.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4676/8416 [00:38<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29926/33666 [16:12<02:01, 30.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4677/8416 [00:38<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29927/33666 [16:12<02:01, 30.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4678/8416 [00:38<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29928/33666 [16:12<02:01, 30.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4679/8416 [00:38<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29929/33666 [16:12<02:01, 30.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4680/8416 [00:38<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29930/33666 [16:12<02:01, 30.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4681/8416 [00:38<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29931/33666 [16:12<02:01, 30.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4682/8416 [00:38<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29932/33666 [16:12<02:01, 30.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4683/8416 [00:38<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29933/33666 [16:12<02:01, 30.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4684/8416 [00:38<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29934/33666 [16:12<02:01, 30.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4685/8416 [00:38<00:30, 122.59it/s]
    Epoch 3:  89%|████████▉ | 29935/33666 [16:12<02:01, 30.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4686/8416 [00:38<00:30, 122.59it/s]
    Epoch 3:  89%|████████▉ | 29936/33666 [16:12<02:01, 30.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4687/8416 [00:38<00:30, 122.59it/s]
    Epoch 3:  89%|████████▉ | 29937/33666 [16:12<02:01, 30.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4688/8416 [00:38<00:30, 122.59it/s]
    Epoch 3:  89%|████████▉ | 29938/33666 [16:12<02:01, 30.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4689/8416 [00:38<00:30, 122.59it/s]
    Epoch 3:  89%|████████▉ | 29939/33666 [16:12<02:01, 30.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4690/8416 [00:38<00:30, 122.59it/s]
    Epoch 3:  89%|████████▉ | 29940/33666 [16:12<02:01, 30.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4691/8416 [00:38<00:30, 122.59it/s]
    Epoch 3:  89%|████████▉ | 29941/33666 [16:12<02:01, 30.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4692/8416 [00:38<00:30, 122.59it/s]
    Epoch 3:  89%|████████▉ | 29942/33666 [16:12<02:01, 30.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4693/8416 [00:38<00:30, 122.59it/s]
    Epoch 3:  89%|████████▉ | 29943/33666 [16:12<02:00, 30.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4694/8416 [00:38<00:30, 122.59it/s]
    Epoch 3:  89%|████████▉ | 29944/33666 [16:12<02:00, 30.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4695/8416 [00:38<00:30, 122.59it/s]
    Epoch 3:  89%|████████▉ | 29945/33666 [16:12<02:00, 30.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4696/8416 [00:38<00:30, 122.59it/s]
    Epoch 3:  89%|████████▉ | 29946/33666 [16:12<02:00, 30.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4697/8416 [00:38<00:30, 122.59it/s]
    Epoch 3:  89%|████████▉ | 29947/33666 [16:12<02:00, 30.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4698/8416 [00:38<00:30, 122.59it/s]
    Epoch 3:  89%|████████▉ | 29948/33666 [16:12<02:00, 30.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4699/8416 [00:38<00:30, 122.59it/s]
    Epoch 3:  89%|████████▉ | 29949/33666 [16:12<02:00, 30.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4700/8416 [00:38<00:30, 122.59it/s]
    Epoch 3:  89%|████████▉ | 29950/33666 [16:12<02:00, 30.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4701/8416 [00:38<00:30, 122.59it/s]
    Epoch 3:  89%|████████▉ | 29951/33666 [16:13<02:00, 30.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4702/8416 [00:38<00:30, 122.59it/s]
    Epoch 3:  89%|████████▉ | 29952/33666 [16:13<02:00, 30.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4703/8416 [00:38<00:30, 122.59it/s]
    Epoch 3:  89%|████████▉ | 29953/33666 [16:13<02:00, 30.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4704/8416 [00:38<00:30, 122.59it/s]
    Epoch 3:  89%|████████▉ | 29954/33666 [16:13<02:00, 30.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4705/8416 [00:38<00:30, 122.59it/s]
    Epoch 3:  89%|████████▉ | 29955/33666 [16:13<02:00, 30.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4706/8416 [00:38<00:30, 122.59it/s]
    Epoch 3:  89%|████████▉ | 29956/33666 [16:13<02:00, 30.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4707/8416 [00:38<00:30, 122.59it/s]
    Epoch 3:  89%|████████▉ | 29957/33666 [16:13<02:00, 30.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4708/8416 [00:38<00:30, 122.59it/s]
    Epoch 3:  89%|████████▉ | 29958/33666 [16:13<02:00, 30.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4709/8416 [00:38<00:30, 122.59it/s]
    Epoch 3:  89%|████████▉ | 29959/33666 [16:13<02:00, 30.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4710/8416 [00:38<00:30, 122.59it/s]
    Epoch 3:  89%|████████▉ | 29960/33666 [16:13<02:00, 30.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4711/8416 [00:38<00:30, 122.59it/s]
    Epoch 3:  89%|████████▉ | 29961/33666 [16:13<02:00, 30.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4712/8416 [00:38<00:30, 122.59it/s]
    Epoch 3:  89%|████████▉ | 29962/33666 [16:13<02:00, 30.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4713/8416 [00:38<00:30, 122.59it/s]
    Epoch 3:  89%|████████▉ | 29963/33666 [16:13<02:00, 30.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4714/8416 [00:38<00:30, 122.60it/s]
    Epoch 3:  89%|████████▉ | 29964/33666 [16:13<02:00, 30.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4715/8416 [00:38<00:30, 122.60it/s]
    Epoch 3:  89%|████████▉ | 29965/33666 [16:13<02:00, 30.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4716/8416 [00:38<00:30, 122.60it/s]
    Epoch 3:  89%|████████▉ | 29966/33666 [16:13<02:00, 30.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4717/8416 [00:38<00:30, 122.60it/s]
    Epoch 3:  89%|████████▉ | 29967/33666 [16:13<02:00, 30.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4718/8416 [00:38<00:30, 122.60it/s]
    Epoch 3:  89%|████████▉ | 29968/33666 [16:13<02:00, 30.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4719/8416 [00:38<00:30, 122.60it/s]
    Epoch 3:  89%|████████▉ | 29969/33666 [16:13<02:00, 30.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4720/8416 [00:38<00:30, 122.60it/s]
    Epoch 3:  89%|████████▉ | 29970/33666 [16:13<02:00, 30.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4721/8416 [00:38<00:30, 122.60it/s]
    Epoch 3:  89%|████████▉ | 29971/33666 [16:13<01:59, 30.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4722/8416 [00:38<00:30, 122.60it/s]
    Epoch 3:  89%|████████▉ | 29972/33666 [16:13<01:59, 30.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4723/8416 [00:38<00:30, 122.58it/s]
    Epoch 3:  89%|████████▉ | 29973/33666 [16:13<01:59, 30.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4724/8416 [00:38<00:30, 122.57it/s]
    Epoch 3:  89%|████████▉ | 29974/33666 [16:13<01:59, 30.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4725/8416 [00:38<00:30, 122.57it/s]
    Epoch 3:  89%|████████▉ | 29975/33666 [16:13<01:59, 30.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4726/8416 [00:38<00:30, 122.57it/s]
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    Validation DataLoader 0:  56%|█████▌    | 4727/8416 [00:38<00:30, 122.57it/s]
    Epoch 3:  89%|████████▉ | 29977/33666 [16:13<01:59, 30.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4728/8416 [00:38<00:30, 122.57it/s]
    Epoch 3:  89%|████████▉ | 29978/33666 [16:13<01:59, 30.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4729/8416 [00:38<00:30, 122.56it/s]
    Epoch 3:  89%|████████▉ | 29979/33666 [16:13<01:59, 30.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4730/8416 [00:38<00:30, 122.56it/s]
    Epoch 3:  89%|████████▉ | 29980/33666 [16:13<01:59, 30.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4731/8416 [00:38<00:30, 122.56it/s]
    Epoch 3:  89%|████████▉ | 29981/33666 [16:13<01:59, 30.80it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▉ | 29982/33666 [16:13<01:59, 30.81it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4733/8416 [00:38<00:30, 122.56it/s]
    Epoch 3:  89%|████████▉ | 29983/33666 [16:13<01:59, 30.81it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4734/8416 [00:38<00:30, 122.56it/s]
    Epoch 3:  89%|████████▉ | 29984/33666 [16:13<01:59, 30.81it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4735/8416 [00:38<00:30, 122.56it/s]
    Epoch 3:  89%|████████▉ | 29985/33666 [16:13<01:59, 30.81it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4736/8416 [00:38<00:30, 122.55it/s]
    Epoch 3:  89%|████████▉ | 29986/33666 [16:13<01:59, 30.81it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4737/8416 [00:38<00:30, 122.54it/s]
    Epoch 3:  89%|████████▉ | 29987/33666 [16:13<01:59, 30.81it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4738/8416 [00:38<00:30, 122.54it/s]
    Epoch 3:  89%|████████▉ | 29988/33666 [16:13<01:59, 30.81it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4739/8416 [00:38<00:30, 122.54it/s]
    Epoch 3:  89%|████████▉ | 29989/33666 [16:13<01:59, 30.81it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4740/8416 [00:38<00:29, 122.54it/s]
    Epoch 3:  89%|████████▉ | 29990/33666 [16:13<01:59, 30.81it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4741/8416 [00:38<00:29, 122.54it/s]
    Epoch 3:  89%|████████▉ | 29991/33666 [16:13<01:59, 30.81it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4742/8416 [00:38<00:29, 122.54it/s]
    Epoch 3:  89%|████████▉ | 29992/33666 [16:13<01:59, 30.81it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4743/8416 [00:38<00:29, 122.54it/s]
    Epoch 3:  89%|████████▉ | 29993/33666 [16:13<01:59, 30.81it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4744/8416 [00:38<00:29, 122.54it/s]
    Epoch 3:  89%|████████▉ | 29994/33666 [16:13<01:59, 30.81it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4745/8416 [00:38<00:29, 122.54it/s]
    Epoch 3:  89%|████████▉ | 29995/33666 [16:13<01:59, 30.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4746/8416 [00:38<00:29, 122.54it/s]
    Epoch 3:  89%|████████▉ | 29996/33666 [16:13<01:59, 30.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4747/8416 [00:38<00:29, 122.54it/s]
    Epoch 3:  89%|████████▉ | 29997/33666 [16:13<01:59, 30.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4748/8416 [00:38<00:29, 122.53it/s]
    Epoch 3:  89%|████████▉ | 29998/33666 [16:13<01:59, 30.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4749/8416 [00:38<00:29, 122.53it/s]
    Epoch 3:  89%|████████▉ | 29999/33666 [16:13<01:58, 30.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4750/8416 [00:38<00:29, 122.53it/s]
    Epoch 3:  89%|████████▉ | 30000/33666 [16:13<01:58, 30.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4751/8416 [00:38<00:29, 122.53it/s]
    Epoch 3:  89%|████████▉ | 30001/33666 [16:13<01:58, 30.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4752/8416 [00:38<00:29, 122.53it/s]
    Epoch 3:  89%|████████▉ | 30002/33666 [16:13<01:58, 30.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4753/8416 [00:38<00:29, 122.53it/s]
    Epoch 3:  89%|████████▉ | 30003/33666 [16:13<01:58, 30.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4754/8416 [00:38<00:29, 122.53it/s]
    Epoch 3:  89%|████████▉ | 30004/33666 [16:13<01:58, 30.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4755/8416 [00:38<00:29, 122.53it/s]
    Epoch 3:  89%|████████▉ | 30005/33666 [16:13<01:58, 30.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4756/8416 [00:38<00:29, 122.53it/s]
    Epoch 3:  89%|████████▉ | 30006/33666 [16:13<01:58, 30.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4757/8416 [00:38<00:29, 122.53it/s]
    Epoch 3:  89%|████████▉ | 30007/33666 [16:13<01:58, 30.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4758/8416 [00:38<00:29, 122.53it/s]
    Epoch 3:  89%|████████▉ | 30008/33666 [16:13<01:58, 30.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4759/8416 [00:38<00:29, 122.53it/s]
    Epoch 3:  89%|████████▉ | 30009/33666 [16:13<01:58, 30.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4760/8416 [00:38<00:29, 122.53it/s]
    Epoch 3:  89%|████████▉ | 30010/33666 [16:13<01:58, 30.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4761/8416 [00:38<00:29, 122.53it/s]
    Epoch 3:  89%|████████▉ | 30011/33666 [16:13<01:58, 30.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4762/8416 [00:38<00:29, 122.53it/s]
    Epoch 3:  89%|████████▉ | 30012/33666 [16:13<01:58, 30.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4763/8416 [00:38<00:29, 122.53it/s]
    Epoch 3:  89%|████████▉ | 30013/33666 [16:13<01:58, 30.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4764/8416 [00:38<00:29, 122.52it/s]
    Epoch 3:  89%|████████▉ | 30014/33666 [16:13<01:58, 30.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4765/8416 [00:38<00:29, 122.52it/s]
    Epoch 3:  89%|████████▉ | 30015/33666 [16:13<01:58, 30.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4766/8416 [00:38<00:29, 122.52it/s]
    Epoch 3:  89%|████████▉ | 30016/33666 [16:13<01:58, 30.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4767/8416 [00:38<00:29, 122.52it/s]
    Epoch 3:  89%|████████▉ | 30017/33666 [16:13<01:58, 30.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4768/8416 [00:38<00:29, 122.52it/s]
    Epoch 3:  89%|████████▉ | 30018/33666 [16:13<01:58, 30.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4769/8416 [00:38<00:29, 122.52it/s]
    Epoch 3:  89%|████████▉ | 30019/33666 [16:13<01:58, 30.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4770/8416 [00:38<00:29, 122.52it/s]
    Epoch 3:  89%|████████▉ | 30020/33666 [16:13<01:58, 30.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4771/8416 [00:38<00:29, 122.52it/s]
    Epoch 3:  89%|████████▉ | 30021/33666 [16:13<01:58, 30.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4772/8416 [00:38<00:29, 122.52it/s]
    Epoch 3:  89%|████████▉ | 30022/33666 [16:13<01:58, 30.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4773/8416 [00:38<00:29, 122.52it/s]
    Epoch 3:  89%|████████▉ | 30023/33666 [16:13<01:58, 30.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4774/8416 [00:38<00:29, 122.52it/s]
    Epoch 3:  89%|████████▉ | 30024/33666 [16:13<01:58, 30.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4775/8416 [00:38<00:29, 122.52it/s]
    Epoch 3:  89%|████████▉ | 30025/33666 [16:13<01:58, 30.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4776/8416 [00:38<00:29, 122.52it/s]
    Epoch 3:  89%|████████▉ | 30026/33666 [16:13<01:58, 30.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4777/8416 [00:38<00:29, 122.51it/s]
    Epoch 3:  89%|████████▉ | 30027/33666 [16:13<01:57, 30.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4778/8416 [00:38<00:29, 122.51it/s]
    Epoch 3:  89%|████████▉ | 30028/33666 [16:13<01:57, 30.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4779/8416 [00:39<00:29, 122.51it/s]
    Epoch 3:  89%|████████▉ | 30029/33666 [16:13<01:57, 30.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4780/8416 [00:39<00:29, 122.51it/s]
    Epoch 3:  89%|████████▉ | 30030/33666 [16:13<01:57, 30.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4781/8416 [00:39<00:29, 122.51it/s]
    Epoch 3:  89%|████████▉ | 30031/33666 [16:13<01:57, 30.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4782/8416 [00:39<00:29, 122.49it/s]
    Epoch 3:  89%|████████▉ | 30032/33666 [16:13<01:57, 30.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4783/8416 [00:39<00:29, 122.49it/s]
    Epoch 3:  89%|████████▉ | 30033/33666 [16:13<01:57, 30.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4784/8416 [00:39<00:29, 122.49it/s]
    Epoch 3:  89%|████████▉ | 30034/33666 [16:13<01:57, 30.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4785/8416 [00:39<00:29, 122.49it/s]
    Epoch 3:  89%|████████▉ | 30035/33666 [16:13<01:57, 30.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4786/8416 [00:39<00:29, 122.49it/s]
    Epoch 3:  89%|████████▉ | 30036/33666 [16:13<01:57, 30.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4787/8416 [00:39<00:29, 122.49it/s]
    Epoch 3:  89%|████████▉ | 30037/33666 [16:13<01:57, 30.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4788/8416 [00:39<00:29, 122.49it/s]
    Epoch 3:  89%|████████▉ | 30038/33666 [16:13<01:57, 30.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4789/8416 [00:39<00:29, 122.49it/s]
    Epoch 3:  89%|████████▉ | 30039/33666 [16:13<01:57, 30.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4790/8416 [00:39<00:29, 122.49it/s]
    Epoch 3:  89%|████████▉ | 30040/33666 [16:13<01:57, 30.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4791/8416 [00:39<00:29, 122.49it/s]
    Epoch 3:  89%|████████▉ | 30041/33666 [16:13<01:57, 30.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4792/8416 [00:39<00:29, 122.49it/s]
    Epoch 3:  89%|████████▉ | 30042/33666 [16:13<01:57, 30.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4793/8416 [00:39<00:29, 122.49it/s]
    Epoch 3:  89%|████████▉ | 30043/33666 [16:13<01:57, 30.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4794/8416 [00:39<00:29, 122.50it/s]
    Epoch 3:  89%|████████▉ | 30044/33666 [16:13<01:57, 30.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4795/8416 [00:39<00:29, 122.50it/s]
    Epoch 3:  89%|████████▉ | 30045/33666 [16:13<01:57, 30.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4796/8416 [00:39<00:29, 122.50it/s]
    Epoch 3:  89%|████████▉ | 30046/33666 [16:13<01:57, 30.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4797/8416 [00:39<00:29, 122.50it/s]
    Epoch 3:  89%|████████▉ | 30047/33666 [16:13<01:57, 30.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4798/8416 [00:39<00:29, 122.50it/s]
    Epoch 3:  89%|████████▉ | 30048/33666 [16:13<01:57, 30.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4799/8416 [00:39<00:29, 122.50it/s]
    Epoch 3:  89%|████████▉ | 30049/33666 [16:13<01:57, 30.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4800/8416 [00:39<00:29, 122.50it/s]
    Epoch 3:  89%|████████▉ | 30050/33666 [16:13<01:57, 30.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4801/8416 [00:39<00:29, 122.50it/s]
    Epoch 3:  89%|████████▉ | 30051/33666 [16:13<01:57, 30.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4802/8416 [00:39<00:29, 122.50it/s]
    Epoch 3:  89%|████████▉ | 30052/33666 [16:13<01:57, 30.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4803/8416 [00:39<00:29, 122.50it/s]
    Epoch 3:  89%|████████▉ | 30053/33666 [16:13<01:57, 30.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4804/8416 [00:39<00:29, 122.50it/s]
    Epoch 3:  89%|████████▉ | 30054/33666 [16:13<01:57, 30.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4805/8416 [00:39<00:29, 122.50it/s]
    Epoch 3:  89%|████████▉ | 30055/33666 [16:13<01:57, 30.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4806/8416 [00:39<00:29, 122.50it/s]
    Epoch 3:  89%|████████▉ | 30056/33666 [16:13<01:56, 30.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4807/8416 [00:39<00:29, 122.51it/s]
    Epoch 3:  89%|████████▉ | 30057/33666 [16:13<01:56, 30.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4808/8416 [00:39<00:29, 122.51it/s]
    Epoch 3:  89%|████████▉ | 30058/33666 [16:13<01:56, 30.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4809/8416 [00:39<00:29, 122.51it/s]
    Epoch 3:  89%|████████▉ | 30059/33666 [16:13<01:56, 30.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4810/8416 [00:39<00:29, 122.51it/s]
    Epoch 3:  89%|████████▉ | 30060/33666 [16:13<01:56, 30.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4811/8416 [00:39<00:29, 122.51it/s]
    Epoch 3:  89%|████████▉ | 30061/33666 [16:13<01:56, 30.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4812/8416 [00:39<00:29, 122.51it/s]
    Epoch 3:  89%|████████▉ | 30062/33666 [16:13<01:56, 30.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4813/8416 [00:39<00:29, 122.51it/s]
    Epoch 3:  89%|████████▉ | 30063/33666 [16:13<01:56, 30.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4814/8416 [00:39<00:29, 122.51it/s]
    Epoch 3:  89%|████████▉ | 30064/33666 [16:13<01:56, 30.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4815/8416 [00:39<00:29, 122.51it/s]
    Epoch 3:  89%|████████▉ | 30065/33666 [16:13<01:56, 30.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4816/8416 [00:39<00:29, 122.51it/s]
    Epoch 3:  89%|████████▉ | 30066/33666 [16:13<01:56, 30.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4817/8416 [00:39<00:29, 122.52it/s]
    Epoch 3:  89%|████████▉ | 30067/33666 [16:13<01:56, 30.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4818/8416 [00:39<00:29, 122.52it/s]
    Epoch 3:  89%|████████▉ | 30068/33666 [16:13<01:56, 30.87it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▉ | 30069/33666 [16:13<01:56, 30.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4820/8416 [00:39<00:29, 122.52it/s]
    Epoch 3:  89%|████████▉ | 30070/33666 [16:13<01:56, 30.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4821/8416 [00:39<00:29, 122.52it/s]
    Epoch 3:  89%|████████▉ | 30071/33666 [16:14<01:56, 30.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4822/8416 [00:39<00:29, 122.52it/s]
    Epoch 3:  89%|████████▉ | 30072/33666 [16:14<01:56, 30.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4823/8416 [00:39<00:29, 122.52it/s]
    Epoch 3:  89%|████████▉ | 30073/33666 [16:14<01:56, 30.88it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▉ | 30074/33666 [16:14<01:56, 30.88it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▉ | 30075/33666 [16:14<01:56, 30.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4826/8416 [00:39<00:29, 122.52it/s]
    Epoch 3:  89%|████████▉ | 30076/33666 [16:14<01:56, 30.88it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▉ | 30077/33666 [16:14<01:56, 30.88it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▉ | 30078/33666 [16:14<01:56, 30.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4829/8416 [00:39<00:29, 122.53it/s]
    Epoch 3:  89%|████████▉ | 30079/33666 [16:14<01:56, 30.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4830/8416 [00:39<00:29, 122.53it/s]
    Epoch 3:  89%|████████▉ | 30080/33666 [16:14<01:56, 30.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4831/8416 [00:39<00:29, 122.53it/s]
    Epoch 3:  89%|████████▉ | 30081/33666 [16:14<01:56, 30.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4832/8416 [00:39<00:29, 122.53it/s]
    Epoch 3:  89%|████████▉ | 30082/33666 [16:14<01:56, 30.88it/s, loss=3.31, v_num=0]

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    Epoch 3:  89%|████████▉ | 30083/33666 [16:14<01:56, 30.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4834/8416 [00:39<00:29, 122.53it/s]
    Epoch 3:  89%|████████▉ | 30084/33666 [16:14<01:55, 30.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4835/8416 [00:39<00:29, 122.53it/s]
    Epoch 3:  89%|████████▉ | 30085/33666 [16:14<01:55, 30.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4836/8416 [00:39<00:29, 122.53it/s]
    Epoch 3:  89%|████████▉ | 30086/33666 [16:14<01:55, 30.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4837/8416 [00:39<00:29, 122.54it/s]
    Epoch 3:  89%|████████▉ | 30087/33666 [16:14<01:55, 30.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4838/8416 [00:39<00:29, 122.54it/s]
    Epoch 3:  89%|████████▉ | 30088/33666 [16:14<01:55, 30.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4839/8416 [00:39<00:29, 122.54it/s]
    Epoch 3:  89%|████████▉ | 30089/33666 [16:14<01:55, 30.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4840/8416 [00:39<00:29, 122.54it/s]
    Epoch 3:  89%|████████▉ | 30090/33666 [16:14<01:55, 30.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4841/8416 [00:39<00:29, 122.54it/s]
    Epoch 3:  89%|████████▉ | 30091/33666 [16:14<01:55, 30.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4842/8416 [00:39<00:29, 122.54it/s]
    Epoch 3:  89%|████████▉ | 30092/33666 [16:14<01:55, 30.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4843/8416 [00:39<00:29, 122.54it/s]
    Epoch 3:  89%|████████▉ | 30093/33666 [16:14<01:55, 30.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4844/8416 [00:39<00:29, 122.54it/s]
    Epoch 3:  89%|████████▉ | 30094/33666 [16:14<01:55, 30.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4845/8416 [00:39<00:29, 122.54it/s]
    Epoch 3:  89%|████████▉ | 30095/33666 [16:14<01:55, 30.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4846/8416 [00:39<00:29, 122.54it/s]
    Epoch 3:  89%|████████▉ | 30096/33666 [16:14<01:55, 30.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4847/8416 [00:39<00:29, 122.55it/s]
    Epoch 3:  89%|████████▉ | 30097/33666 [16:14<01:55, 30.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4848/8416 [00:39<00:29, 122.55it/s]
    Epoch 3:  89%|████████▉ | 30098/33666 [16:14<01:55, 30.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4849/8416 [00:39<00:29, 122.55it/s]
    Epoch 3:  89%|████████▉ | 30099/33666 [16:14<01:55, 30.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4850/8416 [00:39<00:29, 122.55it/s]
    Epoch 3:  89%|████████▉ | 30100/33666 [16:14<01:55, 30.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4851/8416 [00:39<00:29, 122.55it/s]
    Epoch 3:  89%|████████▉ | 30101/33666 [16:14<01:55, 30.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4852/8416 [00:39<00:29, 122.55it/s]
    Epoch 3:  89%|████████▉ | 30102/33666 [16:14<01:55, 30.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4853/8416 [00:39<00:29, 122.55it/s]
    Epoch 3:  89%|████████▉ | 30103/33666 [16:14<01:55, 30.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4854/8416 [00:39<00:29, 122.55it/s]
    Epoch 3:  89%|████████▉ | 30104/33666 [16:14<01:55, 30.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4855/8416 [00:39<00:29, 122.55it/s]
    Epoch 3:  89%|████████▉ | 30105/33666 [16:14<01:55, 30.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4856/8416 [00:39<00:29, 122.55it/s]
    Epoch 3:  89%|████████▉ | 30106/33666 [16:14<01:55, 30.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4857/8416 [00:39<00:29, 122.55it/s]
    Epoch 3:  89%|████████▉ | 30107/33666 [16:14<01:55, 30.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4858/8416 [00:39<00:29, 122.56it/s]
    Epoch 3:  89%|████████▉ | 30108/33666 [16:14<01:55, 30.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4859/8416 [00:39<00:29, 122.56it/s]
    Epoch 3:  89%|████████▉ | 30109/33666 [16:14<01:55, 30.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4860/8416 [00:39<00:29, 122.56it/s]
    Epoch 3:  89%|████████▉ | 30110/33666 [16:14<01:55, 30.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4861/8416 [00:39<00:29, 122.56it/s]
    Epoch 3:  89%|████████▉ | 30111/33666 [16:14<01:55, 30.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4862/8416 [00:39<00:28, 122.56it/s]
    Epoch 3:  89%|████████▉ | 30112/33666 [16:14<01:54, 30.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4863/8416 [00:39<00:28, 122.56it/s]
    Epoch 3:  89%|████████▉ | 30113/33666 [16:14<01:54, 30.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4864/8416 [00:39<00:28, 122.56it/s]
    Epoch 3:  89%|████████▉ | 30114/33666 [16:14<01:54, 30.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4865/8416 [00:39<00:28, 122.56it/s]
    Epoch 3:  89%|████████▉ | 30115/33666 [16:14<01:54, 30.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4866/8416 [00:39<00:28, 122.56it/s]
    Epoch 3:  89%|████████▉ | 30116/33666 [16:14<01:54, 30.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4867/8416 [00:39<00:28, 122.56it/s]
    Epoch 3:  89%|████████▉ | 30117/33666 [16:14<01:54, 30.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4868/8416 [00:39<00:28, 122.56it/s]
    Epoch 3:  89%|████████▉ | 30118/33666 [16:14<01:54, 30.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4869/8416 [00:39<00:28, 122.56it/s]
    Epoch 3:  89%|████████▉ | 30119/33666 [16:14<01:54, 30.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4870/8416 [00:39<00:28, 122.57it/s]
    Epoch 3:  89%|████████▉ | 30120/33666 [16:14<01:54, 30.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4871/8416 [00:39<00:28, 122.57it/s]
    Epoch 3:  89%|████████▉ | 30121/33666 [16:14<01:54, 30.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4872/8416 [00:39<00:28, 122.57it/s]
    Epoch 3:  89%|████████▉ | 30122/33666 [16:14<01:54, 30.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4873/8416 [00:39<00:28, 122.57it/s]
    Epoch 3:  89%|████████▉ | 30123/33666 [16:14<01:54, 30.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4874/8416 [00:39<00:28, 122.57it/s]
    Epoch 3:  89%|████████▉ | 30124/33666 [16:14<01:54, 30.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4875/8416 [00:39<00:28, 122.57it/s]
    Epoch 3:  89%|████████▉ | 30125/33666 [16:14<01:54, 30.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4876/8416 [00:39<00:28, 122.57it/s]
    Epoch 3:  89%|████████▉ | 30126/33666 [16:14<01:54, 30.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4877/8416 [00:39<00:28, 122.57it/s]
    Epoch 3:  89%|████████▉ | 30127/33666 [16:14<01:54, 30.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4878/8416 [00:39<00:28, 122.57it/s]
    Epoch 3:  89%|████████▉ | 30128/33666 [16:14<01:54, 30.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4879/8416 [00:39<00:28, 122.57it/s]
    Epoch 3:  89%|████████▉ | 30129/33666 [16:14<01:54, 30.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4880/8416 [00:39<00:28, 122.58it/s]
    Epoch 3:  89%|████████▉ | 30130/33666 [16:14<01:54, 30.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4881/8416 [00:39<00:28, 122.58it/s]
    Epoch 3:  89%|████████▉ | 30131/33666 [16:14<01:54, 30.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4882/8416 [00:39<00:28, 122.58it/s]
    Epoch 3:  90%|████████▉ | 30132/33666 [16:14<01:54, 30.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4883/8416 [00:39<00:28, 122.58it/s]
    Epoch 3:  90%|████████▉ | 30133/33666 [16:14<01:54, 30.92it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30134/33666 [16:14<01:54, 30.92it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30135/33666 [16:14<01:54, 30.92it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30136/33666 [16:14<01:54, 30.92it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30137/33666 [16:14<01:54, 30.92it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30138/33666 [16:14<01:54, 30.93it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30139/33666 [16:14<01:54, 30.93it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30140/33666 [16:14<01:54, 30.93it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30144/33666 [16:14<01:53, 30.93it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30145/33666 [16:14<01:53, 30.93it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30148/33666 [16:14<01:53, 30.93it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30150/33666 [16:14<01:53, 30.93it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30151/33666 [16:14<01:53, 30.94it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30152/33666 [16:14<01:53, 30.94it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30185/33666 [16:14<01:52, 30.96it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30186/33666 [16:14<01:52, 30.96it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30190/33666 [16:14<01:52, 30.97it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30191/33666 [16:14<01:52, 30.97it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30192/33666 [16:14<01:52, 30.97it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30194/33666 [16:14<01:52, 30.97it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30195/33666 [16:14<01:52, 30.97it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30196/33666 [16:14<01:52, 30.97it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30197/33666 [16:14<01:52, 30.97it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30198/33666 [16:15<01:51, 30.97it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30199/33666 [16:15<01:51, 30.97it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30200/33666 [16:15<01:51, 30.97it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30201/33666 [16:15<01:51, 30.97it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4952/8416 [00:40<00:28, 122.64it/s]
    Epoch 3:  90%|████████▉ | 30202/33666 [16:15<01:51, 30.98it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30203/33666 [16:15<01:51, 30.98it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30204/33666 [16:15<01:51, 30.98it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30205/33666 [16:15<01:51, 30.98it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30206/33666 [16:15<01:51, 30.98it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30207/33666 [16:15<01:51, 30.98it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30208/33666 [16:15<01:51, 30.98it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30211/33666 [16:15<01:51, 30.98it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30212/33666 [16:15<01:51, 30.98it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30213/33666 [16:15<01:51, 30.98it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30214/33666 [16:15<01:51, 30.98it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30215/33666 [16:15<01:51, 30.99it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30216/33666 [16:15<01:51, 30.99it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30217/33666 [16:15<01:51, 30.99it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30219/33666 [16:15<01:51, 30.99it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30220/33666 [16:15<01:51, 30.99it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30224/33666 [16:15<01:51, 30.99it/s, loss=3.31, v_num=0]

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    Validation DataLoader 0:  60%|█████▉    | 5008/8416 [00:40<00:27, 122.69it/s]
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    Epoch 3:  90%|████████▉ | 30271/33666 [16:15<01:49, 31.03it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30273/33666 [16:15<01:49, 31.03it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30275/33666 [16:15<01:49, 31.03it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30276/33666 [16:15<01:49, 31.03it/s, loss=3.31, v_num=0]

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    Validation DataLoader 0:  60%|█████▉    | 5032/8416 [00:41<00:27, 122.71it/s]
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    Validation DataLoader 0:  60%|█████▉    | 5038/8416 [00:41<00:27, 122.72it/s]
    Epoch 3:  90%|████████▉ | 30288/33666 [16:15<01:48, 31.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5039/8416 [00:41<00:27, 122.72it/s]
    Epoch 3:  90%|████████▉ | 30289/33666 [16:15<01:48, 31.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5040/8416 [00:41<00:27, 122.72it/s]
    Epoch 3:  90%|████████▉ | 30290/33666 [16:15<01:48, 31.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5041/8416 [00:41<00:27, 122.72it/s]
    Epoch 3:  90%|████████▉ | 30291/33666 [16:15<01:48, 31.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5042/8416 [00:41<00:27, 122.72it/s]
    Epoch 3:  90%|████████▉ | 30292/33666 [16:15<01:48, 31.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5043/8416 [00:41<00:27, 122.72it/s]
    Epoch 3:  90%|████████▉ | 30293/33666 [16:15<01:48, 31.05it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|████████▉ | 30295/33666 [16:15<01:48, 31.05it/s, loss=3.31, v_num=0]

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    Validation DataLoader 0:  60%|██████    | 5051/8416 [00:41<00:27, 122.73it/s]
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    Validation DataLoader 0:  60%|██████    | 5052/8416 [00:41<00:27, 122.73it/s]
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    Validation DataLoader 0:  60%|██████    | 5053/8416 [00:41<00:27, 122.73it/s]
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    Validation DataLoader 0:  60%|██████    | 5054/8416 [00:41<00:27, 122.73it/s]
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    Validation DataLoader 0:  60%|██████    | 5056/8416 [00:41<00:27, 122.73it/s]
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    Validation DataLoader 0:  60%|██████    | 5057/8416 [00:41<00:27, 122.73it/s]
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    Validation DataLoader 0:  60%|██████    | 5058/8416 [00:41<00:27, 122.73it/s]
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    Epoch 3:  90%|█████████ | 30425/33666 [16:16<01:44, 31.15it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|█████████ | 30436/33666 [16:16<01:43, 31.16it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|█████████ | 30441/33666 [16:16<01:43, 31.16it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|█████████ | 30442/33666 [16:16<01:43, 31.16it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|█████████ | 30443/33666 [16:16<01:43, 31.16it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|█████████ | 30444/33666 [16:16<01:43, 31.16it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|█████████ | 30445/33666 [16:16<01:43, 31.16it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|█████████ | 30446/33666 [16:16<01:43, 31.16it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|█████████ | 30447/33666 [16:16<01:43, 31.16it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|█████████ | 30448/33666 [16:16<01:43, 31.17it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|█████████ | 30449/33666 [16:16<01:43, 31.17it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|█████████ | 30450/33666 [16:16<01:43, 31.17it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|█████████ | 30451/33666 [16:16<01:43, 31.17it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|█████████ | 30452/33666 [16:17<01:43, 31.17it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|█████████ | 30453/33666 [16:17<01:43, 31.17it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5204/8416 [00:42<00:26, 122.84it/s]
    Epoch 3:  90%|█████████ | 30454/33666 [16:17<01:43, 31.17it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5205/8416 [00:42<00:26, 122.84it/s]
    Epoch 3:  90%|█████████ | 30455/33666 [16:17<01:43, 31.17it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5206/8416 [00:42<00:26, 122.84it/s]
    Epoch 3:  90%|█████████ | 30456/33666 [16:17<01:42, 31.17it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5207/8416 [00:42<00:26, 122.84it/s]
    Epoch 3:  90%|█████████ | 30457/33666 [16:17<01:42, 31.17it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5208/8416 [00:42<00:26, 122.84it/s]
    Epoch 3:  90%|█████████ | 30458/33666 [16:17<01:42, 31.17it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|█████████ | 30459/33666 [16:17<01:42, 31.17it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|█████████ | 30460/33666 [16:17<01:42, 31.17it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|█████████ | 30461/33666 [16:17<01:42, 31.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5212/8416 [00:42<00:26, 122.85it/s]
    Epoch 3:  90%|█████████ | 30462/33666 [16:17<01:42, 31.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5213/8416 [00:42<00:26, 122.85it/s]
    Epoch 3:  90%|█████████ | 30463/33666 [16:17<01:42, 31.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5214/8416 [00:42<00:26, 122.85it/s]
    Epoch 3:  90%|█████████ | 30464/33666 [16:17<01:42, 31.18it/s, loss=3.31, v_num=0]

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    Epoch 3:  90%|█████████ | 30465/33666 [16:17<01:42, 31.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5216/8416 [00:42<00:26, 122.85it/s]
    Epoch 3:  90%|█████████ | 30466/33666 [16:17<01:42, 31.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5217/8416 [00:42<00:26, 122.85it/s]
    Epoch 3:  90%|█████████ | 30467/33666 [16:17<01:42, 31.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5218/8416 [00:42<00:26, 122.85it/s]
    Epoch 3:  91%|█████████ | 30468/33666 [16:17<01:42, 31.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5219/8416 [00:42<00:26, 122.85it/s]
    Epoch 3:  91%|█████████ | 30469/33666 [16:17<01:42, 31.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5220/8416 [00:42<00:26, 122.85it/s]
    Epoch 3:  91%|█████████ | 30470/33666 [16:17<01:42, 31.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5221/8416 [00:42<00:26, 122.86it/s]
    Epoch 3:  91%|█████████ | 30471/33666 [16:17<01:42, 31.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5222/8416 [00:42<00:25, 122.86it/s]
    Epoch 3:  91%|█████████ | 30472/33666 [16:17<01:42, 31.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5223/8416 [00:42<00:25, 122.86it/s]
    Epoch 3:  91%|█████████ | 30473/33666 [16:17<01:42, 31.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5224/8416 [00:42<00:25, 122.86it/s]
    Epoch 3:  91%|█████████ | 30474/33666 [16:17<01:42, 31.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5225/8416 [00:42<00:25, 122.86it/s]
    Epoch 3:  91%|█████████ | 30475/33666 [16:17<01:42, 31.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5226/8416 [00:42<00:25, 122.86it/s]
    Epoch 3:  91%|█████████ | 30476/33666 [16:17<01:42, 31.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5227/8416 [00:42<00:25, 122.86it/s]
    Epoch 3:  91%|█████████ | 30477/33666 [16:17<01:42, 31.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5228/8416 [00:42<00:25, 122.86it/s]
    Epoch 3:  91%|█████████ | 30478/33666 [16:17<01:42, 31.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5229/8416 [00:42<00:25, 122.86it/s]
    Epoch 3:  91%|█████████ | 30479/33666 [16:17<01:42, 31.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5230/8416 [00:42<00:25, 122.86it/s]
    Epoch 3:  91%|█████████ | 30480/33666 [16:17<01:42, 31.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5231/8416 [00:42<00:25, 122.86it/s]
    Epoch 3:  91%|█████████ | 30481/33666 [16:17<01:42, 31.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5232/8416 [00:42<00:25, 122.86it/s]
    Epoch 3:  91%|█████████ | 30482/33666 [16:17<01:42, 31.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5233/8416 [00:42<00:25, 122.86it/s]
    Epoch 3:  91%|█████████ | 30483/33666 [16:17<01:42, 31.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5234/8416 [00:42<00:25, 122.86it/s]
    Epoch 3:  91%|█████████ | 30484/33666 [16:17<01:42, 31.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5235/8416 [00:42<00:25, 122.86it/s]
    Epoch 3:  91%|█████████ | 30485/33666 [16:17<01:41, 31.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5236/8416 [00:42<00:25, 122.86it/s]
    Epoch 3:  91%|█████████ | 30486/33666 [16:17<01:41, 31.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5237/8416 [00:42<00:25, 122.86it/s]
    Epoch 3:  91%|█████████ | 30487/33666 [16:17<01:41, 31.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5238/8416 [00:42<00:25, 122.86it/s]
    Epoch 3:  91%|█████████ | 30488/33666 [16:17<01:41, 31.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5239/8416 [00:42<00:25, 122.86it/s]
    Epoch 3:  91%|█████████ | 30489/33666 [16:17<01:41, 31.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5240/8416 [00:42<00:25, 122.86it/s]
    Epoch 3:  91%|█████████ | 30490/33666 [16:17<01:41, 31.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5241/8416 [00:42<00:25, 122.86it/s]
    Epoch 3:  91%|█████████ | 30491/33666 [16:17<01:41, 31.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5242/8416 [00:42<00:25, 122.86it/s]
    Epoch 3:  91%|█████████ | 30492/33666 [16:17<01:41, 31.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5243/8416 [00:42<00:25, 122.86it/s]
    Epoch 3:  91%|█████████ | 30493/33666 [16:17<01:41, 31.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5244/8416 [00:42<00:25, 122.86it/s]
    Epoch 3:  91%|█████████ | 30494/33666 [16:17<01:41, 31.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5245/8416 [00:42<00:25, 122.86it/s]
    Epoch 3:  91%|█████████ | 30495/33666 [16:17<01:41, 31.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5246/8416 [00:42<00:25, 122.86it/s]
    Epoch 3:  91%|█████████ | 30496/33666 [16:17<01:41, 31.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5247/8416 [00:42<00:25, 122.86it/s]
    Epoch 3:  91%|█████████ | 30497/33666 [16:17<01:41, 31.20it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30498/33666 [16:17<01:41, 31.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5249/8416 [00:42<00:25, 122.86it/s]
    Epoch 3:  91%|█████████ | 30499/33666 [16:17<01:41, 31.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5250/8416 [00:42<00:25, 122.86it/s]
    Epoch 3:  91%|█████████ | 30500/33666 [16:17<01:41, 31.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5251/8416 [00:42<00:25, 122.86it/s]
    Epoch 3:  91%|█████████ | 30501/33666 [16:17<01:41, 31.21it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30502/33666 [16:17<01:41, 31.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5253/8416 [00:42<00:25, 122.86it/s]
    Epoch 3:  91%|█████████ | 30503/33666 [16:17<01:41, 31.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5254/8416 [00:42<00:25, 122.86it/s]
    Epoch 3:  91%|█████████ | 30504/33666 [16:17<01:41, 31.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5255/8416 [00:42<00:25, 122.86it/s]
    Epoch 3:  91%|█████████ | 30505/33666 [16:17<01:41, 31.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5256/8416 [00:42<00:25, 122.86it/s]
    Epoch 3:  91%|█████████ | 30506/33666 [16:17<01:41, 31.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5257/8416 [00:42<00:25, 122.86it/s]
    Epoch 3:  91%|█████████ | 30507/33666 [16:17<01:41, 31.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5258/8416 [00:42<00:25, 122.86it/s]
    Epoch 3:  91%|█████████ | 30508/33666 [16:17<01:41, 31.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5259/8416 [00:42<00:25, 122.86it/s]
    Epoch 3:  91%|█████████ | 30509/33666 [16:17<01:41, 31.21it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30510/33666 [16:17<01:41, 31.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5261/8416 [00:42<00:25, 122.86it/s]
    Epoch 3:  91%|█████████ | 30511/33666 [16:17<01:41, 31.21it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30512/33666 [16:17<01:41, 31.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5263/8416 [00:42<00:25, 122.86it/s]
    Epoch 3:  91%|█████████ | 30513/33666 [16:17<01:41, 31.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5264/8416 [00:42<00:25, 122.86it/s]
    Epoch 3:  91%|█████████ | 30514/33666 [16:17<01:40, 31.22it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30515/33666 [16:17<01:40, 31.22it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30516/33666 [16:17<01:40, 31.22it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30517/33666 [16:17<01:40, 31.22it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30518/33666 [16:17<01:40, 31.22it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30519/33666 [16:17<01:40, 31.22it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30520/33666 [16:17<01:40, 31.22it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30521/33666 [16:17<01:40, 31.22it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30522/33666 [16:17<01:40, 31.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5273/8416 [00:42<00:25, 122.87it/s]
    Epoch 3:  91%|█████████ | 30523/33666 [16:17<01:40, 31.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5274/8416 [00:42<00:25, 122.87it/s]
    Epoch 3:  91%|█████████ | 30524/33666 [16:17<01:40, 31.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5275/8416 [00:42<00:25, 122.87it/s]
    Epoch 3:  91%|█████████ | 30525/33666 [16:17<01:40, 31.22it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30526/33666 [16:17<01:40, 31.23it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30527/33666 [16:17<01:40, 31.23it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30528/33666 [16:17<01:40, 31.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5279/8416 [00:42<00:25, 122.83it/s]
    Epoch 3:  91%|█████████ | 30529/33666 [16:17<01:40, 31.23it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30530/33666 [16:17<01:40, 31.23it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30531/33666 [16:17<01:40, 31.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5282/8416 [00:43<00:25, 122.83it/s]
    Epoch 3:  91%|█████████ | 30532/33666 [16:17<01:40, 31.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5283/8416 [00:43<00:25, 122.83it/s]
    Epoch 3:  91%|█████████ | 30533/33666 [16:17<01:40, 31.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5284/8416 [00:43<00:25, 122.83it/s]
    Epoch 3:  91%|█████████ | 30534/33666 [16:17<01:40, 31.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5285/8416 [00:43<00:25, 122.83it/s]
    Epoch 3:  91%|█████████ | 30535/33666 [16:17<01:40, 31.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5286/8416 [00:43<00:25, 122.83it/s]
    Epoch 3:  91%|█████████ | 30536/33666 [16:17<01:40, 31.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5287/8416 [00:43<00:25, 122.83it/s]
    Epoch 3:  91%|█████████ | 30537/33666 [16:17<01:40, 31.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5288/8416 [00:43<00:25, 122.83it/s]
    Epoch 3:  91%|█████████ | 30538/33666 [16:17<01:40, 31.23it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30539/33666 [16:17<01:40, 31.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5290/8416 [00:43<00:25, 122.83it/s]
    Epoch 3:  91%|█████████ | 30540/33666 [16:17<01:40, 31.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5291/8416 [00:43<00:25, 122.83it/s]
    Epoch 3:  91%|█████████ | 30541/33666 [16:17<01:40, 31.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5292/8416 [00:43<00:25, 122.83it/s]
    Epoch 3:  91%|█████████ | 30542/33666 [16:17<01:40, 31.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5293/8416 [00:43<00:25, 122.83it/s]
    Epoch 3:  91%|█████████ | 30543/33666 [16:17<01:39, 31.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5294/8416 [00:43<00:25, 122.83it/s]
    Epoch 3:  91%|█████████ | 30544/33666 [16:17<01:39, 31.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5295/8416 [00:43<00:25, 122.83it/s]
    Epoch 3:  91%|█████████ | 30545/33666 [16:17<01:39, 31.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5296/8416 [00:43<00:25, 122.83it/s]
    Epoch 3:  91%|█████████ | 30546/33666 [16:17<01:39, 31.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5297/8416 [00:43<00:25, 122.83it/s]
    Epoch 3:  91%|█████████ | 30547/33666 [16:17<01:39, 31.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5298/8416 [00:43<00:25, 122.83it/s]
    Epoch 3:  91%|█████████ | 30548/33666 [16:17<01:39, 31.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5299/8416 [00:43<00:25, 122.83it/s]
    Epoch 3:  91%|█████████ | 30549/33666 [16:17<01:39, 31.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5300/8416 [00:43<00:25, 122.83it/s]
    Epoch 3:  91%|█████████ | 30550/33666 [16:17<01:39, 31.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5301/8416 [00:43<00:25, 122.83it/s]
    Epoch 3:  91%|█████████ | 30551/33666 [16:17<01:39, 31.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5302/8416 [00:43<00:25, 122.82it/s]
    Epoch 3:  91%|█████████ | 30552/33666 [16:17<01:39, 31.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5303/8416 [00:43<00:25, 122.82it/s]
    Epoch 3:  91%|█████████ | 30553/33666 [16:17<01:39, 31.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5304/8416 [00:43<00:25, 122.82it/s]
    Epoch 3:  91%|█████████ | 30554/33666 [16:17<01:39, 31.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5305/8416 [00:43<00:25, 122.82it/s]
    Epoch 3:  91%|█████████ | 30555/33666 [16:17<01:39, 31.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5306/8416 [00:43<00:25, 122.81it/s]
    Epoch 3:  91%|█████████ | 30556/33666 [16:17<01:39, 31.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5307/8416 [00:43<00:25, 122.81it/s]
    Epoch 3:  91%|█████████ | 30557/33666 [16:17<01:39, 31.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5308/8416 [00:43<00:25, 122.81it/s]
    Epoch 3:  91%|█████████ | 30558/33666 [16:17<01:39, 31.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5309/8416 [00:43<00:25, 122.81it/s]
    Epoch 3:  91%|█████████ | 30559/33666 [16:17<01:39, 31.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5310/8416 [00:43<00:25, 122.81it/s]
    Epoch 3:  91%|█████████ | 30560/33666 [16:17<01:39, 31.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5311/8416 [00:43<00:25, 122.81it/s]
    Epoch 3:  91%|█████████ | 30561/33666 [16:17<01:39, 31.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5312/8416 [00:43<00:25, 122.81it/s]
    Epoch 3:  91%|█████████ | 30562/33666 [16:17<01:39, 31.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5313/8416 [00:43<00:25, 122.81it/s]
    Epoch 3:  91%|█████████ | 30563/33666 [16:17<01:39, 31.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5314/8416 [00:43<00:25, 122.81it/s]
    Epoch 3:  91%|█████████ | 30564/33666 [16:17<01:39, 31.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5315/8416 [00:43<00:25, 122.81it/s]
    Epoch 3:  91%|█████████ | 30565/33666 [16:17<01:39, 31.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5316/8416 [00:43<00:25, 122.81it/s]
    Epoch 3:  91%|█████████ | 30566/33666 [16:17<01:39, 31.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5317/8416 [00:43<00:25, 122.80it/s]
    Epoch 3:  91%|█████████ | 30567/33666 [16:17<01:39, 31.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5318/8416 [00:43<00:25, 122.80it/s]
    Epoch 3:  91%|█████████ | 30568/33666 [16:17<01:39, 31.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5319/8416 [00:43<00:25, 122.80it/s]
    Epoch 3:  91%|█████████ | 30569/33666 [16:17<01:39, 31.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5320/8416 [00:43<00:25, 122.80it/s]
    Epoch 3:  91%|█████████ | 30570/33666 [16:17<01:39, 31.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5321/8416 [00:43<00:25, 122.80it/s]
    Epoch 3:  91%|█████████ | 30571/33666 [16:17<01:39, 31.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5322/8416 [00:43<00:25, 122.80it/s]
    Epoch 3:  91%|█████████ | 30572/33666 [16:17<01:38, 31.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5323/8416 [00:43<00:25, 122.80it/s]
    Epoch 3:  91%|█████████ | 30573/33666 [16:18<01:38, 31.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5324/8416 [00:43<00:25, 122.80it/s]
    Epoch 3:  91%|█████████ | 30574/33666 [16:18<01:38, 31.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5325/8416 [00:43<00:25, 122.80it/s]
    Epoch 3:  91%|█████████ | 30575/33666 [16:18<01:38, 31.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5326/8416 [00:43<00:25, 122.80it/s]
    Epoch 3:  91%|█████████ | 30576/33666 [16:18<01:38, 31.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5327/8416 [00:43<00:25, 122.80it/s]
    Epoch 3:  91%|█████████ | 30577/33666 [16:18<01:38, 31.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5328/8416 [00:43<00:25, 122.80it/s]
    Epoch 3:  91%|█████████ | 30578/33666 [16:18<01:38, 31.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5329/8416 [00:43<00:25, 122.80it/s]
    Epoch 3:  91%|█████████ | 30579/33666 [16:18<01:38, 31.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5330/8416 [00:43<00:25, 122.80it/s]
    Epoch 3:  91%|█████████ | 30580/33666 [16:18<01:38, 31.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5331/8416 [00:43<00:25, 122.80it/s]
    Epoch 3:  91%|█████████ | 30581/33666 [16:18<01:38, 31.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5332/8416 [00:43<00:25, 122.80it/s]
    Epoch 3:  91%|█████████ | 30582/33666 [16:18<01:38, 31.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5333/8416 [00:43<00:25, 122.80it/s]
    Epoch 3:  91%|█████████ | 30583/33666 [16:18<01:38, 31.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5334/8416 [00:43<00:25, 122.80it/s]
    Epoch 3:  91%|█████████ | 30584/33666 [16:18<01:38, 31.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5335/8416 [00:43<00:25, 122.79it/s]
    Epoch 3:  91%|█████████ | 30585/33666 [16:18<01:38, 31.27it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30586/33666 [16:18<01:38, 31.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5337/8416 [00:43<00:25, 122.79it/s]
    Epoch 3:  91%|█████████ | 30587/33666 [16:18<01:38, 31.27it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30588/33666 [16:18<01:38, 31.27it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30589/33666 [16:18<01:38, 31.27it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30590/33666 [16:18<01:38, 31.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5341/8416 [00:43<00:25, 122.79it/s]
    Epoch 3:  91%|█████████ | 30591/33666 [16:18<01:38, 31.27it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30592/33666 [16:18<01:38, 31.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5343/8416 [00:43<00:25, 122.79it/s]
    Epoch 3:  91%|█████████ | 30593/33666 [16:18<01:38, 31.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5344/8416 [00:43<00:25, 122.78it/s]
    Epoch 3:  91%|█████████ | 30594/33666 [16:18<01:38, 31.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5345/8416 [00:43<00:25, 122.78it/s]
    Epoch 3:  91%|█████████ | 30595/33666 [16:18<01:38, 31.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5346/8416 [00:43<00:25, 122.78it/s]
    Epoch 3:  91%|█████████ | 30596/33666 [16:18<01:38, 31.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5347/8416 [00:43<00:24, 122.78it/s]
    Epoch 3:  91%|█████████ | 30597/33666 [16:18<01:38, 31.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5348/8416 [00:43<00:24, 122.79it/s]
    Epoch 3:  91%|█████████ | 30598/33666 [16:18<01:38, 31.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5349/8416 [00:43<00:24, 122.79it/s]
    Epoch 3:  91%|█████████ | 30599/33666 [16:18<01:38, 31.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5350/8416 [00:43<00:24, 122.79it/s]
    Epoch 3:  91%|█████████ | 30600/33666 [16:18<01:38, 31.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5351/8416 [00:43<00:24, 122.78it/s]
    Epoch 3:  91%|█████████ | 30601/33666 [16:18<01:37, 31.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5352/8416 [00:43<00:24, 122.78it/s]
    Epoch 3:  91%|█████████ | 30602/33666 [16:18<01:37, 31.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5353/8416 [00:43<00:24, 122.78it/s]
    Epoch 3:  91%|█████████ | 30603/33666 [16:18<01:37, 31.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5354/8416 [00:43<00:24, 122.79it/s]
    Epoch 3:  91%|█████████ | 30604/33666 [16:18<01:37, 31.28it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30605/33666 [16:18<01:37, 31.28it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30626/33666 [16:18<01:37, 31.30it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30627/33666 [16:18<01:37, 31.30it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30628/33666 [16:18<01:37, 31.30it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30629/33666 [16:18<01:37, 31.30it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30630/33666 [16:18<01:36, 31.30it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30631/33666 [16:18<01:36, 31.30it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30632/33666 [16:18<01:36, 31.31it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30633/33666 [16:18<01:36, 31.31it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5384/8416 [00:43<00:24, 122.78it/s]
    Epoch 3:  91%|█████████ | 30634/33666 [16:18<01:36, 31.31it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30635/33666 [16:18<01:36, 31.31it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5386/8416 [00:43<00:24, 122.78it/s]
    Epoch 3:  91%|█████████ | 30636/33666 [16:18<01:36, 31.31it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5387/8416 [00:43<00:24, 122.78it/s]
    Epoch 3:  91%|█████████ | 30637/33666 [16:18<01:36, 31.31it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5388/8416 [00:43<00:24, 122.78it/s]
    Epoch 3:  91%|█████████ | 30638/33666 [16:18<01:36, 31.31it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5389/8416 [00:43<00:24, 122.78it/s]
    Epoch 3:  91%|█████████ | 30639/33666 [16:18<01:36, 31.31it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30640/33666 [16:18<01:36, 31.31it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5391/8416 [00:43<00:24, 122.78it/s]
    Epoch 3:  91%|█████████ | 30641/33666 [16:18<01:36, 31.31it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5392/8416 [00:43<00:24, 122.78it/s]
    Epoch 3:  91%|█████████ | 30642/33666 [16:18<01:36, 31.31it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5393/8416 [00:43<00:24, 122.78it/s]
    Epoch 3:  91%|█████████ | 30643/33666 [16:18<01:36, 31.31it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5394/8416 [00:43<00:24, 122.78it/s]
    Epoch 3:  91%|█████████ | 30644/33666 [16:18<01:36, 31.31it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5395/8416 [00:43<00:24, 122.78it/s]
    Epoch 3:  91%|█████████ | 30645/33666 [16:18<01:36, 31.32it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5396/8416 [00:43<00:24, 122.78it/s]
    Epoch 3:  91%|█████████ | 30646/33666 [16:18<01:36, 31.32it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5397/8416 [00:43<00:24, 122.78it/s]
    Epoch 3:  91%|█████████ | 30647/33666 [16:18<01:36, 31.32it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5398/8416 [00:43<00:24, 122.78it/s]
    Epoch 3:  91%|█████████ | 30648/33666 [16:18<01:36, 31.32it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5399/8416 [00:43<00:24, 122.78it/s]
    Epoch 3:  91%|█████████ | 30649/33666 [16:18<01:36, 31.32it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5400/8416 [00:43<00:24, 122.78it/s]
    Epoch 3:  91%|█████████ | 30650/33666 [16:18<01:36, 31.32it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5401/8416 [00:43<00:24, 122.78it/s]
    Epoch 3:  91%|█████████ | 30651/33666 [16:18<01:36, 31.32it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5402/8416 [00:43<00:24, 122.78it/s]
    Epoch 3:  91%|█████████ | 30652/33666 [16:18<01:36, 31.32it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5403/8416 [00:44<00:24, 122.78it/s]
    Epoch 3:  91%|█████████ | 30653/33666 [16:18<01:36, 31.32it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5404/8416 [00:44<00:24, 122.78it/s]
    Epoch 3:  91%|█████████ | 30654/33666 [16:18<01:36, 31.32it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5405/8416 [00:44<00:24, 122.78it/s]
    Epoch 3:  91%|█████████ | 30655/33666 [16:18<01:36, 31.32it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5406/8416 [00:44<00:24, 122.78it/s]
    Epoch 3:  91%|█████████ | 30656/33666 [16:18<01:36, 31.32it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5407/8416 [00:44<00:24, 122.78it/s]
    Epoch 3:  91%|█████████ | 30657/33666 [16:18<01:36, 31.32it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5408/8416 [00:44<00:24, 122.78it/s]
    Epoch 3:  91%|█████████ | 30658/33666 [16:18<01:36, 31.33it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5409/8416 [00:44<00:24, 122.78it/s]
    Epoch 3:  91%|█████████ | 30659/33666 [16:18<01:35, 31.33it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30660/33666 [16:18<01:35, 31.33it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5411/8416 [00:44<00:24, 122.78it/s]
    Epoch 3:  91%|█████████ | 30661/33666 [16:18<01:35, 31.33it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5412/8416 [00:44<00:24, 122.78it/s]
    Epoch 3:  91%|█████████ | 30662/33666 [16:18<01:35, 31.33it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5413/8416 [00:44<00:24, 122.78it/s]
    Epoch 3:  91%|█████████ | 30663/33666 [16:18<01:35, 31.33it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5414/8416 [00:44<00:24, 122.78it/s]
    Epoch 3:  91%|█████████ | 30664/33666 [16:18<01:35, 31.33it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5415/8416 [00:44<00:24, 122.78it/s]
    Epoch 3:  91%|█████████ | 30665/33666 [16:18<01:35, 31.33it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5416/8416 [00:44<00:24, 122.78it/s]
    Epoch 3:  91%|█████████ | 30666/33666 [16:18<01:35, 31.33it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5417/8416 [00:44<00:24, 122.78it/s]
    Epoch 3:  91%|█████████ | 30667/33666 [16:18<01:35, 31.33it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5418/8416 [00:44<00:24, 122.78it/s]
    Epoch 3:  91%|█████████ | 30668/33666 [16:18<01:35, 31.33it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5419/8416 [00:44<00:24, 122.78it/s]
    Epoch 3:  91%|█████████ | 30669/33666 [16:18<01:35, 31.33it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30670/33666 [16:18<01:35, 31.33it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5421/8416 [00:44<00:24, 122.79it/s]
    Epoch 3:  91%|█████████ | 30671/33666 [16:18<01:35, 31.34it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5422/8416 [00:44<00:24, 122.78it/s]
    Epoch 3:  91%|█████████ | 30672/33666 [16:18<01:35, 31.34it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5423/8416 [00:44<00:24, 122.78it/s]
    Epoch 3:  91%|█████████ | 30673/33666 [16:18<01:35, 31.34it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30674/33666 [16:18<01:35, 31.34it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30675/33666 [16:18<01:35, 31.34it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30676/33666 [16:18<01:35, 31.34it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30677/33666 [16:18<01:35, 31.34it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30678/33666 [16:18<01:35, 31.34it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5429/8416 [00:44<00:24, 122.78it/s]
    Epoch 3:  91%|█████████ | 30679/33666 [16:18<01:35, 31.34it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30680/33666 [16:18<01:35, 31.34it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5431/8416 [00:44<00:24, 122.77it/s]
    Epoch 3:  91%|█████████ | 30681/33666 [16:18<01:35, 31.34it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30682/33666 [16:18<01:35, 31.34it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30683/33666 [16:18<01:35, 31.34it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30684/33666 [16:18<01:35, 31.34it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5435/8416 [00:44<00:24, 122.77it/s]
    Epoch 3:  91%|█████████ | 30685/33666 [16:18<01:35, 31.35it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5436/8416 [00:44<00:24, 122.77it/s]
    Epoch 3:  91%|█████████ | 30686/33666 [16:18<01:35, 31.35it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5437/8416 [00:44<00:24, 122.77it/s]
    Epoch 3:  91%|█████████ | 30687/33666 [16:18<01:35, 31.35it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30688/33666 [16:18<01:34, 31.35it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30689/33666 [16:18<01:34, 31.35it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30690/33666 [16:18<01:34, 31.35it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30691/33666 [16:18<01:34, 31.35it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████ | 30692/33666 [16:18<01:34, 31.35it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5443/8416 [00:44<00:24, 122.75it/s]
    Epoch 3:  91%|█████████ | 30693/33666 [16:18<01:34, 31.35it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5444/8416 [00:44<00:24, 122.75it/s]
    Epoch 3:  91%|█████████ | 30694/33666 [16:19<01:34, 31.35it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████▏| 30726/33666 [16:19<01:33, 31.38it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████▏| 30735/33666 [16:19<01:33, 31.38it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████▏| 30736/33666 [16:19<01:33, 31.38it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████▏| 30738/33666 [16:19<01:33, 31.39it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████▏| 30739/33666 [16:19<01:33, 31.39it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████▏| 30740/33666 [16:19<01:33, 31.39it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5491/8416 [00:44<00:23, 122.71it/s]
    Epoch 3:  91%|█████████▏| 30741/33666 [16:19<01:33, 31.39it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████▏| 30742/33666 [16:19<01:33, 31.39it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5493/8416 [00:44<00:23, 122.71it/s]
    Epoch 3:  91%|█████████▏| 30743/33666 [16:19<01:33, 31.39it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████▏| 30744/33666 [16:19<01:33, 31.39it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████▏| 30745/33666 [16:19<01:33, 31.39it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████▏| 30746/33666 [16:19<01:33, 31.39it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████▏| 30747/33666 [16:19<01:32, 31.39it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████▏| 30750/33666 [16:19<01:32, 31.39it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5501/8416 [00:44<00:23, 122.71it/s]
    Epoch 3:  91%|█████████▏| 30751/33666 [16:19<01:32, 31.40it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████▏| 30752/33666 [16:19<01:32, 31.40it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████▏| 30754/33666 [16:19<01:32, 31.40it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████▏| 30757/33666 [16:19<01:32, 31.40it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████▏| 30759/33666 [16:19<01:32, 31.40it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████▏| 30761/33666 [16:19<01:32, 31.40it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████▏| 30762/33666 [16:19<01:32, 31.40it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████▏| 30771/33666 [16:19<01:32, 31.41it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████▏| 30772/33666 [16:19<01:32, 31.41it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████▏| 30773/33666 [16:19<01:32, 31.41it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████▏| 30774/33666 [16:19<01:32, 31.41it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████▏| 30776/33666 [16:19<01:31, 31.41it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████▏| 30777/33666 [16:19<01:31, 31.41it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████▏| 30778/33666 [16:19<01:31, 31.42it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████▏| 30781/33666 [16:19<01:31, 31.42it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████▏| 30784/33666 [16:19<01:31, 31.42it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████▏| 30785/33666 [16:19<01:31, 31.42it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5536/8416 [00:45<00:23, 122.71it/s]
    Epoch 3:  91%|█████████▏| 30786/33666 [16:19<01:31, 31.42it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████▏| 30787/33666 [16:19<01:31, 31.42it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████▏| 30788/33666 [16:19<01:31, 31.42it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████▏| 30789/33666 [16:19<01:31, 31.42it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████▏| 30790/33666 [16:19<01:31, 31.42it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████▏| 30793/33666 [16:19<01:31, 31.43it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████▏| 30796/33666 [16:19<01:31, 31.43it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5547/8416 [00:45<00:23, 122.72it/s]
    Epoch 3:  91%|█████████▏| 30797/33666 [16:19<01:31, 31.43it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████▏| 30798/33666 [16:19<01:31, 31.43it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████▏| 30799/33666 [16:19<01:31, 31.43it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████▏| 30800/33666 [16:19<01:31, 31.43it/s, loss=3.31, v_num=0]

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    Epoch 3:  91%|█████████▏| 30801/33666 [16:19<01:31, 31.43it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5552/8416 [00:45<00:23, 122.72it/s]
    Epoch 3:  91%|█████████▏| 30802/33666 [16:19<01:31, 31.43it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5553/8416 [00:45<00:23, 122.72it/s]
    Epoch 3:  91%|█████████▏| 30803/33666 [16:19<01:31, 31.43it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5554/8416 [00:45<00:23, 122.72it/s]
    Epoch 3:  91%|█████████▏| 30804/33666 [16:19<01:31, 31.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5555/8416 [00:45<00:23, 122.72it/s]
    Epoch 3:  92%|█████████▏| 30805/33666 [16:19<01:31, 31.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5556/8416 [00:45<00:23, 122.72it/s]
    Epoch 3:  92%|█████████▏| 30806/33666 [16:19<01:30, 31.44it/s, loss=3.31, v_num=0]

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    Epoch 3:  92%|█████████▏| 30807/33666 [16:19<01:30, 31.44it/s, loss=3.31, v_num=0]

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    Epoch 3:  92%|█████████▏| 30808/33666 [16:19<01:30, 31.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5559/8416 [00:45<00:23, 122.72it/s]
    Epoch 3:  92%|█████████▏| 30809/33666 [16:19<01:30, 31.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5560/8416 [00:45<00:23, 122.72it/s]
    Epoch 3:  92%|█████████▏| 30810/33666 [16:19<01:30, 31.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5561/8416 [00:45<00:23, 122.72it/s]
    Epoch 3:  92%|█████████▏| 30811/33666 [16:19<01:30, 31.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5562/8416 [00:45<00:23, 122.72it/s]
    Epoch 3:  92%|█████████▏| 30812/33666 [16:19<01:30, 31.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5563/8416 [00:45<00:23, 122.72it/s]
    Epoch 3:  92%|█████████▏| 30813/33666 [16:19<01:30, 31.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5564/8416 [00:45<00:23, 122.72it/s]
    Epoch 3:  92%|█████████▏| 30814/33666 [16:19<01:30, 31.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5565/8416 [00:45<00:23, 122.72it/s]
    Epoch 3:  92%|█████████▏| 30815/33666 [16:20<01:30, 31.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5566/8416 [00:45<00:23, 122.72it/s]
    Epoch 3:  92%|█████████▏| 30816/33666 [16:20<01:30, 31.44it/s, loss=3.31, v_num=0]

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    Epoch 3:  92%|█████████▏| 30817/33666 [16:20<01:30, 31.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5568/8416 [00:45<00:23, 122.72it/s]
    Epoch 3:  92%|█████████▏| 30818/33666 [16:20<01:30, 31.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5569/8416 [00:45<00:23, 122.72it/s]
    Epoch 3:  92%|█████████▏| 30819/33666 [16:20<01:30, 31.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5570/8416 [00:45<00:23, 122.72it/s]
    Epoch 3:  92%|█████████▏| 30820/33666 [16:20<01:30, 31.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5571/8416 [00:45<00:23, 122.72it/s]
    Epoch 3:  92%|█████████▏| 30821/33666 [16:20<01:30, 31.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5572/8416 [00:45<00:23, 122.72it/s]
    Epoch 3:  92%|█████████▏| 30822/33666 [16:20<01:30, 31.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5573/8416 [00:45<00:23, 122.72it/s]
    Epoch 3:  92%|█████████▏| 30823/33666 [16:20<01:30, 31.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5574/8416 [00:45<00:23, 122.72it/s]
    Epoch 3:  92%|█████████▏| 30824/33666 [16:20<01:30, 31.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5575/8416 [00:45<00:23, 122.72it/s]
    Epoch 3:  92%|█████████▏| 30825/33666 [16:20<01:30, 31.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5576/8416 [00:45<00:23, 122.72it/s]
    Epoch 3:  92%|█████████▏| 30826/33666 [16:20<01:30, 31.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5577/8416 [00:45<00:23, 122.72it/s]
    Epoch 3:  92%|█████████▏| 30827/33666 [16:20<01:30, 31.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5578/8416 [00:45<00:23, 122.72it/s]
    Epoch 3:  92%|█████████▏| 30828/33666 [16:20<01:30, 31.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5579/8416 [00:45<00:23, 122.72it/s]
    Epoch 3:  92%|█████████▏| 30829/33666 [16:20<01:30, 31.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5580/8416 [00:45<00:23, 122.72it/s]
    Epoch 3:  92%|█████████▏| 30830/33666 [16:20<01:30, 31.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5581/8416 [00:45<00:23, 122.72it/s]
    Epoch 3:  92%|█████████▏| 30831/33666 [16:20<01:30, 31.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5582/8416 [00:45<00:23, 122.71it/s]
    Epoch 3:  92%|█████████▏| 30832/33666 [16:20<01:30, 31.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5583/8416 [00:45<00:23, 122.71it/s]
    Epoch 3:  92%|█████████▏| 30833/33666 [16:20<01:30, 31.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5584/8416 [00:45<00:23, 122.71it/s]
    Epoch 3:  92%|█████████▏| 30834/33666 [16:20<01:30, 31.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5585/8416 [00:45<00:23, 122.71it/s]
    Epoch 3:  92%|█████████▏| 30835/33666 [16:20<01:29, 31.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5586/8416 [00:45<00:23, 122.71it/s]
    Epoch 3:  92%|█████████▏| 30836/33666 [16:20<01:29, 31.46it/s, loss=3.31, v_num=0]

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    Epoch 3:  92%|█████████▏| 30837/33666 [16:20<01:29, 31.46it/s, loss=3.31, v_num=0]

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    Epoch 3:  92%|█████████▏| 30838/33666 [16:20<01:29, 31.46it/s, loss=3.31, v_num=0]

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    Epoch 3:  92%|█████████▏| 30839/33666 [16:20<01:29, 31.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5590/8416 [00:45<00:23, 122.71it/s]
    Epoch 3:  92%|█████████▏| 30840/33666 [16:20<01:29, 31.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5591/8416 [00:45<00:23, 122.71it/s]
    Epoch 3:  92%|█████████▏| 30841/33666 [16:20<01:29, 31.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5592/8416 [00:45<00:23, 122.71it/s]
    Epoch 3:  92%|█████████▏| 30842/33666 [16:20<01:29, 31.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5593/8416 [00:45<00:23, 122.71it/s]
    Epoch 3:  92%|█████████▏| 30843/33666 [16:20<01:29, 31.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5594/8416 [00:45<00:22, 122.71it/s]
    Epoch 3:  92%|█████████▏| 30844/33666 [16:20<01:29, 31.47it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5595/8416 [00:45<00:22, 122.71it/s]
    Epoch 3:  92%|█████████▏| 30845/33666 [16:20<01:29, 31.47it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5596/8416 [00:45<00:22, 122.71it/s]
    Epoch 3:  92%|█████████▏| 30846/33666 [16:20<01:29, 31.47it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5597/8416 [00:45<00:22, 122.71it/s]
    Epoch 3:  92%|█████████▏| 30847/33666 [16:20<01:29, 31.47it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5598/8416 [00:45<00:22, 122.71it/s]
    Epoch 3:  92%|█████████▏| 30848/33666 [16:20<01:29, 31.47it/s, loss=3.31, v_num=0]

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    Epoch 3:  92%|█████████▏| 30849/33666 [16:20<01:29, 31.47it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5600/8416 [00:45<00:22, 122.71it/s]
    Epoch 3:  92%|█████████▏| 30850/33666 [16:20<01:29, 31.47it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5601/8416 [00:45<00:22, 122.71it/s]
    Epoch 3:  92%|█████████▏| 30851/33666 [16:20<01:29, 31.47it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5602/8416 [00:45<00:22, 122.71it/s]
    Epoch 3:  92%|█████████▏| 30852/33666 [16:20<01:29, 31.47it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5603/8416 [00:45<00:22, 122.71it/s]
    Epoch 3:  92%|█████████▏| 30853/33666 [16:20<01:29, 31.47it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5604/8416 [00:45<00:22, 122.71it/s]
    Epoch 3:  92%|█████████▏| 30854/33666 [16:20<01:29, 31.47it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5605/8416 [00:45<00:22, 122.71it/s]
    Epoch 3:  92%|█████████▏| 30855/33666 [16:20<01:29, 31.47it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5606/8416 [00:45<00:22, 122.71it/s]
    Epoch 3:  92%|█████████▏| 30856/33666 [16:20<01:29, 31.47it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5607/8416 [00:45<00:22, 122.71it/s]
    Epoch 3:  92%|█████████▏| 30857/33666 [16:20<01:29, 31.48it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5608/8416 [00:45<00:22, 122.70it/s]
    Epoch 3:  92%|█████████▏| 30858/33666 [16:20<01:29, 31.48it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5609/8416 [00:45<00:22, 122.70it/s]
    Epoch 3:  92%|█████████▏| 30859/33666 [16:20<01:29, 31.48it/s, loss=3.31, v_num=0]

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    Epoch 3:  92%|█████████▏| 30860/33666 [16:20<01:29, 31.48it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5611/8416 [00:45<00:22, 122.70it/s]
    Epoch 3:  92%|█████████▏| 30861/33666 [16:20<01:29, 31.48it/s, loss=3.31, v_num=0]

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    Epoch 3:  92%|█████████▏| 30862/33666 [16:20<01:29, 31.48it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5613/8416 [00:45<00:22, 122.70it/s]
    Epoch 3:  92%|█████████▏| 30863/33666 [16:20<01:29, 31.48it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5614/8416 [00:45<00:22, 122.70it/s]
    Epoch 3:  92%|█████████▏| 30864/33666 [16:20<01:29, 31.48it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5615/8416 [00:45<00:22, 122.70it/s]
    Epoch 3:  92%|█████████▏| 30865/33666 [16:20<01:28, 31.48it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5616/8416 [00:45<00:22, 122.70it/s]
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    Validation DataLoader 0:  67%|██████▋   | 5617/8416 [00:45<00:22, 122.70it/s]
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    Validation DataLoader 0:  67%|██████▋   | 5619/8416 [00:45<00:22, 122.70it/s]
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    Validation DataLoader 0:  67%|██████▋   | 5620/8416 [00:45<00:22, 122.70it/s]
    Epoch 3:  92%|█████████▏| 30870/33666 [16:20<01:28, 31.49it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5621/8416 [00:45<00:22, 122.70it/s]
    Epoch 3:  92%|█████████▏| 30871/33666 [16:20<01:28, 31.49it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5622/8416 [00:45<00:22, 122.70it/s]
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    Epoch 3:  92%|█████████▏| 30873/33666 [16:20<01:28, 31.49it/s, loss=3.31, v_num=0]

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    Epoch 3:  92%|█████████▏| 30878/33666 [16:20<01:28, 31.49it/s, loss=3.31, v_num=0]

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    Epoch 3:  92%|█████████▏| 30881/33666 [16:20<01:28, 31.49it/s, loss=3.31, v_num=0]

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    Epoch 3:  92%|█████████▏| 30882/33666 [16:20<01:28, 31.49it/s, loss=3.31, v_num=0]

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    Epoch 3:  92%|█████████▏| 30883/33666 [16:20<01:28, 31.50it/s, loss=3.31, v_num=0]

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    Epoch 3:  92%|█████████▏| 30884/33666 [16:20<01:28, 31.50it/s, loss=3.31, v_num=0]

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    Epoch 3:  92%|█████████▏| 30885/33666 [16:20<01:28, 31.50it/s, loss=3.31, v_num=0]

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    Epoch 3:  92%|█████████▏| 30886/33666 [16:20<01:28, 31.50it/s, loss=3.31, v_num=0]

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    Epoch 3:  92%|█████████▏| 30887/33666 [16:20<01:28, 31.50it/s, loss=3.31, v_num=0]

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    Epoch 3:  92%|█████████▏| 30888/33666 [16:20<01:28, 31.50it/s, loss=3.31, v_num=0]

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    Epoch 3:  92%|█████████▏| 30889/33666 [16:20<01:28, 31.50it/s, loss=3.31, v_num=0]

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    Epoch 3:  92%|█████████▏| 30890/33666 [16:20<01:28, 31.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5641/8416 [00:45<00:22, 122.69it/s]
    Epoch 3:  92%|█████████▏| 30891/33666 [16:20<01:28, 31.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5642/8416 [00:45<00:22, 122.69it/s]
    Epoch 3:  92%|█████████▏| 30892/33666 [16:20<01:28, 31.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5643/8416 [00:45<00:22, 122.69it/s]
    Epoch 3:  92%|█████████▏| 30893/33666 [16:20<01:28, 31.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5644/8416 [00:46<00:22, 122.69it/s]
    Epoch 3:  92%|█████████▏| 30894/33666 [16:20<01:27, 31.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5645/8416 [00:46<00:22, 122.70it/s]
    Epoch 3:  92%|█████████▏| 30895/33666 [16:20<01:27, 31.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5646/8416 [00:46<00:22, 122.69it/s]
    Epoch 3:  92%|█████████▏| 30896/33666 [16:20<01:27, 31.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5647/8416 [00:46<00:22, 122.69it/s]
    Epoch 3:  92%|█████████▏| 30897/33666 [16:20<01:27, 31.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5648/8416 [00:46<00:22, 122.69it/s]
    Epoch 3:  92%|█████████▏| 30898/33666 [16:20<01:27, 31.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5649/8416 [00:46<00:22, 122.69it/s]
    Epoch 3:  92%|█████████▏| 30899/33666 [16:20<01:27, 31.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5650/8416 [00:46<00:22, 122.69it/s]
    Epoch 3:  92%|█████████▏| 30900/33666 [16:20<01:27, 31.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5651/8416 [00:46<00:22, 122.69it/s]
    Epoch 3:  92%|█████████▏| 30901/33666 [16:20<01:27, 31.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5652/8416 [00:46<00:22, 122.69it/s]
    Epoch 3:  92%|█████████▏| 30902/33666 [16:20<01:27, 31.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5653/8416 [00:46<00:22, 122.69it/s]
    Epoch 3:  92%|█████████▏| 30903/33666 [16:20<01:27, 31.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5654/8416 [00:46<00:22, 122.69it/s]
    Epoch 3:  92%|█████████▏| 30904/33666 [16:20<01:27, 31.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5655/8416 [00:46<00:22, 122.69it/s]
    Epoch 3:  92%|█████████▏| 30905/33666 [16:20<01:27, 31.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5656/8416 [00:46<00:22, 122.69it/s]
    Epoch 3:  92%|█████████▏| 30906/33666 [16:20<01:27, 31.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5657/8416 [00:46<00:22, 122.69it/s]
    Epoch 3:  92%|█████████▏| 30907/33666 [16:20<01:27, 31.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5658/8416 [00:46<00:22, 122.69it/s]
    Epoch 3:  92%|█████████▏| 30908/33666 [16:20<01:27, 31.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5659/8416 [00:46<00:22, 122.69it/s]
    Epoch 3:  92%|█████████▏| 30909/33666 [16:20<01:27, 31.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5660/8416 [00:46<00:22, 122.69it/s]
    Epoch 3:  92%|█████████▏| 30910/33666 [16:20<01:27, 31.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5661/8416 [00:46<00:22, 122.69it/s]
    Epoch 3:  92%|█████████▏| 30911/33666 [16:20<01:27, 31.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5662/8416 [00:46<00:22, 122.69it/s]
    Epoch 3:  92%|█████████▏| 30912/33666 [16:20<01:27, 31.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5663/8416 [00:46<00:22, 122.69it/s]
    Epoch 3:  92%|█████████▏| 30913/33666 [16:20<01:27, 31.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5664/8416 [00:46<00:22, 122.69it/s]
    Epoch 3:  92%|█████████▏| 30914/33666 [16:20<01:27, 31.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5665/8416 [00:46<00:22, 122.69it/s]
    Epoch 3:  92%|█████████▏| 30915/33666 [16:20<01:27, 31.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5666/8416 [00:46<00:22, 122.68it/s]
    Epoch 3:  92%|█████████▏| 30916/33666 [16:20<01:27, 31.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5667/8416 [00:46<00:22, 122.68it/s]
    Epoch 3:  92%|█████████▏| 30917/33666 [16:20<01:27, 31.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5668/8416 [00:46<00:22, 122.68it/s]
    Epoch 3:  92%|█████████▏| 30918/33666 [16:20<01:27, 31.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5669/8416 [00:46<00:22, 122.68it/s]
    Epoch 3:  92%|█████████▏| 30919/33666 [16:20<01:27, 31.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5670/8416 [00:46<00:22, 122.68it/s]
    Epoch 3:  92%|█████████▏| 30920/33666 [16:20<01:27, 31.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5671/8416 [00:46<00:22, 122.68it/s]
    Epoch 3:  92%|█████████▏| 30921/33666 [16:20<01:27, 31.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5672/8416 [00:46<00:22, 122.68it/s]
    Epoch 3:  92%|█████████▏| 30922/33666 [16:20<01:27, 31.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5673/8416 [00:46<00:22, 122.68it/s]
    Epoch 3:  92%|█████████▏| 30923/33666 [16:20<01:27, 31.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5674/8416 [00:46<00:22, 122.68it/s]
    Epoch 3:  92%|█████████▏| 30924/33666 [16:20<01:26, 31.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5675/8416 [00:46<00:22, 122.68it/s]
    Epoch 3:  92%|█████████▏| 30925/33666 [16:20<01:26, 31.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5676/8416 [00:46<00:22, 122.68it/s]
    Epoch 3:  92%|█████████▏| 30926/33666 [16:20<01:26, 31.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5677/8416 [00:46<00:22, 122.68it/s]
    Epoch 3:  92%|█████████▏| 30927/33666 [16:20<01:26, 31.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5678/8416 [00:46<00:22, 122.68it/s]
    Epoch 3:  92%|█████████▏| 30928/33666 [16:20<01:26, 31.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5679/8416 [00:46<00:22, 122.68it/s]
    Epoch 3:  92%|█████████▏| 30929/33666 [16:20<01:26, 31.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5680/8416 [00:46<00:22, 122.68it/s]
    Epoch 3:  92%|█████████▏| 30930/33666 [16:20<01:26, 31.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5681/8416 [00:46<00:22, 122.68it/s]
    Epoch 3:  92%|█████████▏| 30931/33666 [16:20<01:26, 31.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5682/8416 [00:46<00:22, 122.67it/s]
    Epoch 3:  92%|█████████▏| 30932/33666 [16:20<01:26, 31.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5683/8416 [00:46<00:22, 122.67it/s]
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    Validation DataLoader 0:  68%|██████▊   | 5685/8416 [00:46<00:22, 122.67it/s]
    Epoch 3:  92%|█████████▏| 30935/33666 [16:20<01:26, 31.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5686/8416 [00:46<00:22, 122.67it/s]
    Epoch 3:  92%|█████████▏| 30936/33666 [16:21<01:26, 31.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5687/8416 [00:46<00:22, 122.67it/s]
    Epoch 3:  92%|█████████▏| 30937/33666 [16:21<01:26, 31.54it/s, loss=3.31, v_num=0]

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    Validation DataLoader 0:  68%|██████▊   | 5691/8416 [00:46<00:22, 122.67it/s]
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    Epoch 3:  92%|█████████▏| 30951/33666 [16:21<01:26, 31.55it/s, loss=3.31, v_num=0]

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    Epoch 3:  92%|█████████▏| 30952/33666 [16:21<01:26, 31.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5703/8416 [00:46<00:22, 122.67it/s]
    Epoch 3:  92%|█████████▏| 30953/33666 [16:21<01:25, 31.55it/s, loss=3.31, v_num=0]

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    Epoch 3:  92%|█████████▏| 30954/33666 [16:21<01:25, 31.55it/s, loss=3.31, v_num=0]

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    Validation DataLoader 0:  68%|██████▊   | 5710/8416 [00:46<00:22, 122.66it/s]
    Epoch 3:  92%|█████████▏| 30960/33666 [16:21<01:25, 31.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5711/8416 [00:46<00:22, 122.66it/s]
    Epoch 3:  92%|█████████▏| 30961/33666 [16:21<01:25, 31.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5712/8416 [00:46<00:22, 122.66it/s]
    Epoch 3:  92%|█████████▏| 30962/33666 [16:21<01:25, 31.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5713/8416 [00:46<00:22, 122.66it/s]
    Epoch 3:  92%|█████████▏| 30963/33666 [16:21<01:25, 31.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5714/8416 [00:46<00:22, 122.66it/s]
    Epoch 3:  92%|█████████▏| 30964/33666 [16:21<01:25, 31.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5715/8416 [00:46<00:22, 122.66it/s]
    Epoch 3:  92%|█████████▏| 30965/33666 [16:21<01:25, 31.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5716/8416 [00:46<00:22, 122.66it/s]
    Epoch 3:  92%|█████████▏| 30966/33666 [16:21<01:25, 31.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5717/8416 [00:46<00:22, 122.66it/s]
    Epoch 3:  92%|█████████▏| 30967/33666 [16:21<01:25, 31.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5718/8416 [00:46<00:21, 122.66it/s]
    Epoch 3:  92%|█████████▏| 30968/33666 [16:21<01:25, 31.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5719/8416 [00:46<00:21, 122.66it/s]
    Epoch 3:  92%|█████████▏| 30969/33666 [16:21<01:25, 31.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5720/8416 [00:46<00:21, 122.67it/s]
    Epoch 3:  92%|█████████▏| 30970/33666 [16:21<01:25, 31.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5721/8416 [00:46<00:21, 122.67it/s]
    Epoch 3:  92%|█████████▏| 30971/33666 [16:21<01:25, 31.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5722/8416 [00:46<00:21, 122.67it/s]
    Epoch 3:  92%|█████████▏| 30972/33666 [16:21<01:25, 31.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5723/8416 [00:46<00:21, 122.67it/s]
    Epoch 3:  92%|█████████▏| 30973/33666 [16:21<01:25, 31.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5724/8416 [00:46<00:21, 122.67it/s]
    Epoch 3:  92%|█████████▏| 30974/33666 [16:21<01:25, 31.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5725/8416 [00:46<00:21, 122.67it/s]
    Epoch 3:  92%|█████████▏| 30975/33666 [16:21<01:25, 31.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5726/8416 [00:46<00:21, 122.67it/s]
    Epoch 3:  92%|█████████▏| 30976/33666 [16:21<01:25, 31.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5727/8416 [00:46<00:21, 122.67it/s]
    Epoch 3:  92%|█████████▏| 30977/33666 [16:21<01:25, 31.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5728/8416 [00:46<00:21, 122.67it/s]
    Epoch 3:  92%|█████████▏| 30978/33666 [16:21<01:25, 31.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5729/8416 [00:46<00:21, 122.67it/s]
    Epoch 3:  92%|█████████▏| 30979/33666 [16:21<01:25, 31.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5730/8416 [00:46<00:21, 122.67it/s]
    Epoch 3:  92%|█████████▏| 30980/33666 [16:21<01:25, 31.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5731/8416 [00:46<00:21, 122.67it/s]
    Epoch 3:  92%|█████████▏| 30981/33666 [16:21<01:25, 31.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5732/8416 [00:46<00:21, 122.67it/s]
    Epoch 3:  92%|█████████▏| 30982/33666 [16:21<01:25, 31.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5733/8416 [00:46<00:21, 122.67it/s]
    Epoch 3:  92%|█████████▏| 30983/33666 [16:21<01:24, 31.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5734/8416 [00:46<00:21, 122.67it/s]
    Epoch 3:  92%|█████████▏| 30984/33666 [16:21<01:24, 31.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5735/8416 [00:46<00:21, 122.68it/s]
    Epoch 3:  92%|█████████▏| 30985/33666 [16:21<01:24, 31.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5736/8416 [00:46<00:21, 122.68it/s]
    Epoch 3:  92%|█████████▏| 30986/33666 [16:21<01:24, 31.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5737/8416 [00:46<00:21, 122.68it/s]
    Epoch 3:  92%|█████████▏| 30987/33666 [16:21<01:24, 31.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5738/8416 [00:46<00:21, 122.68it/s]
    Epoch 3:  92%|█████████▏| 30988/33666 [16:21<01:24, 31.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5739/8416 [00:46<00:21, 122.68it/s]
    Epoch 3:  92%|█████████▏| 30989/33666 [16:21<01:24, 31.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5740/8416 [00:46<00:21, 122.68it/s]
    Epoch 3:  92%|█████████▏| 30990/33666 [16:21<01:24, 31.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5741/8416 [00:46<00:21, 122.68it/s]
    Epoch 3:  92%|█████████▏| 30991/33666 [16:21<01:24, 31.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5742/8416 [00:46<00:21, 122.68it/s]
    Epoch 3:  92%|█████████▏| 30992/33666 [16:21<01:24, 31.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5743/8416 [00:46<00:21, 122.68it/s]
    Epoch 3:  92%|█████████▏| 30993/33666 [16:21<01:24, 31.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5744/8416 [00:46<00:21, 122.68it/s]
    Epoch 3:  92%|█████████▏| 30994/33666 [16:21<01:24, 31.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5745/8416 [00:46<00:21, 122.68it/s]
    Epoch 3:  92%|█████████▏| 30995/33666 [16:21<01:24, 31.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5746/8416 [00:46<00:21, 122.67it/s]
    Epoch 3:  92%|█████████▏| 30996/33666 [16:21<01:24, 31.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5747/8416 [00:46<00:21, 122.67it/s]
    Epoch 3:  92%|█████████▏| 30997/33666 [16:21<01:24, 31.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5748/8416 [00:46<00:21, 122.68it/s]
    Epoch 3:  92%|█████████▏| 30998/33666 [16:21<01:24, 31.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5749/8416 [00:46<00:21, 122.68it/s]
    Epoch 3:  92%|█████████▏| 30999/33666 [16:21<01:24, 31.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5750/8416 [00:46<00:21, 122.68it/s]
    Epoch 3:  92%|█████████▏| 31000/33666 [16:21<01:24, 31.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5751/8416 [00:46<00:21, 122.68it/s]
    Epoch 3:  92%|█████████▏| 31001/33666 [16:21<01:24, 31.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5752/8416 [00:46<00:21, 122.68it/s]
    Epoch 3:  92%|█████████▏| 31002/33666 [16:21<01:24, 31.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5753/8416 [00:46<00:21, 122.68it/s]
    Epoch 3:  92%|█████████▏| 31003/33666 [16:21<01:24, 31.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5754/8416 [00:46<00:21, 122.68it/s]
    Epoch 3:  92%|█████████▏| 31004/33666 [16:21<01:24, 31.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5755/8416 [00:46<00:21, 122.68it/s]
    Epoch 3:  92%|█████████▏| 31005/33666 [16:21<01:24, 31.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5756/8416 [00:46<00:21, 122.68it/s]
    Epoch 3:  92%|█████████▏| 31006/33666 [16:21<01:24, 31.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5757/8416 [00:46<00:21, 122.68it/s]
    Epoch 3:  92%|█████████▏| 31007/33666 [16:21<01:24, 31.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5758/8416 [00:46<00:21, 122.68it/s]
    Epoch 3:  92%|█████████▏| 31008/33666 [16:21<01:24, 31.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5759/8416 [00:46<00:21, 122.68it/s]
    Epoch 3:  92%|█████████▏| 31009/33666 [16:21<01:24, 31.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5760/8416 [00:46<00:21, 122.68it/s]
    Epoch 3:  92%|█████████▏| 31010/33666 [16:21<01:24, 31.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5761/8416 [00:46<00:21, 122.68it/s]
    Epoch 3:  92%|█████████▏| 31011/33666 [16:21<01:24, 31.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5762/8416 [00:46<00:21, 122.68it/s]
    Epoch 3:  92%|█████████▏| 31012/33666 [16:21<01:24, 31.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5763/8416 [00:46<00:21, 122.68it/s]
    Epoch 3:  92%|█████████▏| 31013/33666 [16:21<01:23, 31.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5764/8416 [00:46<00:21, 122.68it/s]
    Epoch 3:  92%|█████████▏| 31014/33666 [16:21<01:23, 31.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5765/8416 [00:46<00:21, 122.69it/s]
    Epoch 3:  92%|█████████▏| 31015/33666 [16:21<01:23, 31.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5766/8416 [00:46<00:21, 122.69it/s]
    Epoch 3:  92%|█████████▏| 31016/33666 [16:21<01:23, 31.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5767/8416 [00:47<00:21, 122.69it/s]
    Epoch 3:  92%|█████████▏| 31017/33666 [16:21<01:23, 31.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5768/8416 [00:47<00:21, 122.69it/s]
    Epoch 3:  92%|█████████▏| 31018/33666 [16:21<01:23, 31.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5769/8416 [00:47<00:21, 122.69it/s]
    Epoch 3:  92%|█████████▏| 31019/33666 [16:21<01:23, 31.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5770/8416 [00:47<00:21, 122.69it/s]
    Epoch 3:  92%|█████████▏| 31020/33666 [16:21<01:23, 31.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5771/8416 [00:47<00:21, 122.69it/s]
    Epoch 3:  92%|█████████▏| 31021/33666 [16:21<01:23, 31.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5772/8416 [00:47<00:21, 122.69it/s]
    Epoch 3:  92%|█████████▏| 31022/33666 [16:21<01:23, 31.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5773/8416 [00:47<00:21, 122.69it/s]
    Epoch 3:  92%|█████████▏| 31023/33666 [16:21<01:23, 31.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5774/8416 [00:47<00:21, 122.69it/s]
    Epoch 3:  92%|█████████▏| 31024/33666 [16:21<01:23, 31.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5775/8416 [00:47<00:21, 122.69it/s]
    Epoch 3:  92%|█████████▏| 31025/33666 [16:21<01:23, 31.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5776/8416 [00:47<00:21, 122.69it/s]
    Epoch 3:  92%|█████████▏| 31026/33666 [16:21<01:23, 31.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5777/8416 [00:47<00:21, 122.69it/s]
    Epoch 3:  92%|█████████▏| 31027/33666 [16:21<01:23, 31.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5778/8416 [00:47<00:21, 122.70it/s]
    Epoch 3:  92%|█████████▏| 31028/33666 [16:21<01:23, 31.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5779/8416 [00:47<00:21, 122.70it/s]
    Epoch 3:  92%|█████████▏| 31029/33666 [16:21<01:23, 31.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5780/8416 [00:47<00:21, 122.70it/s]
    Epoch 3:  92%|█████████▏| 31030/33666 [16:21<01:23, 31.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5781/8416 [00:47<00:21, 122.70it/s]
    Epoch 3:  92%|█████████▏| 31031/33666 [16:21<01:23, 31.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5782/8416 [00:47<00:21, 122.70it/s]
    Epoch 3:  92%|█████████▏| 31032/33666 [16:21<01:23, 31.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5783/8416 [00:47<00:21, 122.70it/s]
    Epoch 3:  92%|█████████▏| 31033/33666 [16:21<01:23, 31.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5784/8416 [00:47<00:21, 122.70it/s]
    Epoch 3:  92%|█████████▏| 31034/33666 [16:21<01:23, 31.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5785/8416 [00:47<00:21, 122.70it/s]
    Epoch 3:  92%|█████████▏| 31035/33666 [16:21<01:23, 31.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5786/8416 [00:47<00:21, 122.70it/s]
    Epoch 3:  92%|█████████▏| 31036/33666 [16:21<01:23, 31.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5787/8416 [00:47<00:21, 122.70it/s]
    Epoch 3:  92%|█████████▏| 31037/33666 [16:21<01:23, 31.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5788/8416 [00:47<00:21, 122.70it/s]
    Epoch 3:  92%|█████████▏| 31038/33666 [16:21<01:23, 31.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5789/8416 [00:47<00:21, 122.70it/s]
    Epoch 3:  92%|█████████▏| 31039/33666 [16:21<01:23, 31.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5790/8416 [00:47<00:21, 122.70it/s]
    Epoch 3:  92%|█████████▏| 31040/33666 [16:21<01:23, 31.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5791/8416 [00:47<00:21, 122.70it/s]
    Epoch 3:  92%|█████████▏| 31041/33666 [16:21<01:23, 31.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5792/8416 [00:47<00:21, 122.70it/s]
    Epoch 3:  92%|█████████▏| 31042/33666 [16:21<01:22, 31.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5793/8416 [00:47<00:21, 122.71it/s]
    Epoch 3:  92%|█████████▏| 31043/33666 [16:21<01:22, 31.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5794/8416 [00:47<00:21, 122.71it/s]
    Epoch 3:  92%|█████████▏| 31044/33666 [16:21<01:22, 31.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5795/8416 [00:47<00:21, 122.71it/s]
    Epoch 3:  92%|█████████▏| 31045/33666 [16:21<01:22, 31.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5796/8416 [00:47<00:21, 122.69it/s]
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    Validation DataLoader 0:  69%|██████▉   | 5797/8416 [00:47<00:21, 122.70it/s]
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    Validation DataLoader 0:  69%|██████▉   | 5798/8416 [00:47<00:21, 122.70it/s]
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    Validation DataLoader 0:  69%|██████▉   | 5802/8416 [00:47<00:21, 122.70it/s]
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    Validation DataLoader 0:  69%|██████▉   | 5804/8416 [00:47<00:21, 122.70it/s]
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    Validation DataLoader 0:  69%|██████▉   | 5805/8416 [00:47<00:21, 122.70it/s]
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    Validation DataLoader 0:  69%|██████▉   | 5806/8416 [00:47<00:21, 122.70it/s]
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    Validation DataLoader 0:  69%|██████▉   | 5816/8416 [00:47<00:21, 122.71it/s]
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    Validation DataLoader 0:  69%|██████▉   | 5817/8416 [00:47<00:21, 122.71it/s]
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    Epoch 3:  92%|█████████▏| 31071/33666 [16:22<01:22, 31.64it/s, loss=3.31, v_num=0]

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    Validation DataLoader 0:  69%|██████▉   | 5824/8416 [00:47<00:21, 122.71it/s]
    Epoch 3:  92%|█████████▏| 31074/33666 [16:22<01:21, 31.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5825/8416 [00:47<00:21, 122.71it/s]
    Epoch 3:  92%|█████████▏| 31075/33666 [16:22<01:21, 31.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5826/8416 [00:47<00:21, 122.71it/s]
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    Epoch 3:  92%|█████████▏| 31077/33666 [16:22<01:21, 31.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5828/8416 [00:47<00:21, 122.71it/s]
    Epoch 3:  92%|█████████▏| 31078/33666 [16:22<01:21, 31.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5829/8416 [00:47<00:21, 122.71it/s]
    Epoch 3:  92%|█████████▏| 31079/33666 [16:22<01:21, 31.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5830/8416 [00:47<00:21, 122.71it/s]
    Epoch 3:  92%|█████████▏| 31080/33666 [16:22<01:21, 31.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5831/8416 [00:47<00:21, 122.71it/s]
    Epoch 3:  92%|█████████▏| 31081/33666 [16:22<01:21, 31.65it/s, loss=3.31, v_num=0]

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    Epoch 3:  92%|█████████▏| 31082/33666 [16:22<01:21, 31.65it/s, loss=3.31, v_num=0]

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    Epoch 3:  92%|█████████▏| 31083/33666 [16:22<01:21, 31.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5834/8416 [00:47<00:21, 122.72it/s]
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    Epoch 3:  92%|█████████▏| 31085/33666 [16:22<01:21, 31.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5836/8416 [00:47<00:21, 122.72it/s]
    Epoch 3:  92%|█████████▏| 31086/33666 [16:22<01:21, 31.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5837/8416 [00:47<00:21, 122.72it/s]
    Epoch 3:  92%|█████████▏| 31087/33666 [16:22<01:21, 31.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5838/8416 [00:47<00:21, 122.72it/s]
    Epoch 3:  92%|█████████▏| 31088/33666 [16:22<01:21, 31.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5839/8416 [00:47<00:20, 122.72it/s]
    Epoch 3:  92%|█████████▏| 31089/33666 [16:22<01:21, 31.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5840/8416 [00:47<00:20, 122.72it/s]
    Epoch 3:  92%|█████████▏| 31090/33666 [16:22<01:21, 31.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5841/8416 [00:47<00:20, 122.72it/s]
    Epoch 3:  92%|█████████▏| 31091/33666 [16:22<01:21, 31.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5842/8416 [00:47<00:20, 122.72it/s]
    Epoch 3:  92%|█████████▏| 31092/33666 [16:22<01:21, 31.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5843/8416 [00:47<00:20, 122.72it/s]
    Epoch 3:  92%|█████████▏| 31093/33666 [16:22<01:21, 31.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5844/8416 [00:47<00:20, 122.72it/s]
    Epoch 3:  92%|█████████▏| 31094/33666 [16:22<01:21, 31.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5845/8416 [00:47<00:20, 122.72it/s]
    Epoch 3:  92%|█████████▏| 31095/33666 [16:22<01:21, 31.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5846/8416 [00:47<00:20, 122.73it/s]
    Epoch 3:  92%|█████████▏| 31096/33666 [16:22<01:21, 31.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5847/8416 [00:47<00:20, 122.73it/s]
    Epoch 3:  92%|█████████▏| 31097/33666 [16:22<01:21, 31.66it/s, loss=3.31, v_num=0]

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    Epoch 3:  92%|█████████▏| 31098/33666 [16:22<01:21, 31.66it/s, loss=3.31, v_num=0]

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    Epoch 3:  92%|█████████▏| 31099/33666 [16:22<01:21, 31.66it/s, loss=3.31, v_num=0]

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    Epoch 3:  92%|█████████▏| 31100/33666 [16:22<01:21, 31.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5851/8416 [00:47<00:20, 122.73it/s]
    Epoch 3:  92%|█████████▏| 31101/33666 [16:22<01:21, 31.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5852/8416 [00:47<00:20, 122.73it/s]
    Epoch 3:  92%|█████████▏| 31102/33666 [16:22<01:20, 31.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5853/8416 [00:47<00:20, 122.73it/s]
    Epoch 3:  92%|█████████▏| 31103/33666 [16:22<01:20, 31.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5854/8416 [00:47<00:20, 122.73it/s]
    Epoch 3:  92%|█████████▏| 31104/33666 [16:22<01:20, 31.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5855/8416 [00:47<00:20, 122.73it/s]
    Epoch 3:  92%|█████████▏| 31105/33666 [16:22<01:20, 31.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5856/8416 [00:47<00:20, 122.73it/s]
    Epoch 3:  92%|█████████▏| 31106/33666 [16:22<01:20, 31.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5857/8416 [00:47<00:20, 122.73it/s]
    Epoch 3:  92%|█████████▏| 31107/33666 [16:22<01:20, 31.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5858/8416 [00:47<00:20, 122.73it/s]
    Epoch 3:  92%|█████████▏| 31108/33666 [16:22<01:20, 31.67it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5859/8416 [00:47<00:20, 122.73it/s]
    Epoch 3:  92%|█████████▏| 31109/33666 [16:22<01:20, 31.67it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5860/8416 [00:47<00:20, 122.73it/s]
    Epoch 3:  92%|█████████▏| 31110/33666 [16:22<01:20, 31.67it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5861/8416 [00:47<00:20, 122.73it/s]
    Epoch 3:  92%|█████████▏| 31111/33666 [16:22<01:20, 31.67it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5862/8416 [00:47<00:20, 122.74it/s]
    Epoch 3:  92%|█████████▏| 31112/33666 [16:22<01:20, 31.67it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5863/8416 [00:47<00:20, 122.74it/s]
    Epoch 3:  92%|█████████▏| 31113/33666 [16:22<01:20, 31.67it/s, loss=3.31, v_num=0]

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    Epoch 3:  92%|█████████▏| 31115/33666 [16:22<01:20, 31.67it/s, loss=3.31, v_num=0]

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    Epoch 3:  92%|█████████▏| 31117/33666 [16:22<01:20, 31.67it/s, loss=3.31, v_num=0]

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    Epoch 3:  92%|█████████▏| 31121/33666 [16:22<01:20, 31.68it/s, loss=3.31, v_num=0]

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    Epoch 3:  92%|█████████▏| 31127/33666 [16:22<01:20, 31.68it/s, loss=3.31, v_num=0]

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    Epoch 3:  92%|█████████▏| 31128/33666 [16:22<01:20, 31.68it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  70%|██████▉   | 5879/8416 [00:47<00:20, 122.75it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6062/8416 [00:49<00:19, 122.78it/s]
    Epoch 3:  93%|█████████▎| 31312/33666 [16:24<01:13, 31.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6063/8416 [00:49<00:19, 122.78it/s]
    Epoch 3:  93%|█████████▎| 31313/33666 [16:24<01:13, 31.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6064/8416 [00:49<00:19, 122.78it/s]
    Epoch 3:  93%|█████████▎| 31314/33666 [16:24<01:13, 31.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6065/8416 [00:49<00:19, 122.78it/s]
    Epoch 3:  93%|█████████▎| 31315/33666 [16:24<01:13, 31.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6066/8416 [00:49<00:19, 122.79it/s]
    Epoch 3:  93%|█████████▎| 31316/33666 [16:24<01:13, 31.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6067/8416 [00:49<00:19, 122.79it/s]
    Epoch 3:  93%|█████████▎| 31317/33666 [16:24<01:13, 31.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6068/8416 [00:49<00:19, 122.79it/s]
    Epoch 3:  93%|█████████▎| 31318/33666 [16:24<01:13, 31.82it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6069/8416 [00:49<00:19, 122.79it/s]
    Epoch 3:  93%|█████████▎| 31319/33666 [16:24<01:13, 31.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6070/8416 [00:49<00:19, 122.79it/s]
    Epoch 3:  93%|█████████▎| 31320/33666 [16:24<01:13, 31.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6071/8416 [00:49<00:19, 122.79it/s]
    Epoch 3:  93%|█████████▎| 31321/33666 [16:24<01:13, 31.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6072/8416 [00:49<00:19, 122.79it/s]
    Epoch 3:  93%|█████████▎| 31322/33666 [16:24<01:13, 31.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6073/8416 [00:49<00:19, 122.79it/s]
    Epoch 3:  93%|█████████▎| 31323/33666 [16:24<01:13, 31.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6074/8416 [00:49<00:19, 122.79it/s]
    Epoch 3:  93%|█████████▎| 31324/33666 [16:24<01:13, 31.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6075/8416 [00:49<00:19, 122.79it/s]
    Epoch 3:  93%|█████████▎| 31325/33666 [16:24<01:13, 31.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6076/8416 [00:49<00:19, 122.79it/s]
    Epoch 3:  93%|█████████▎| 31326/33666 [16:24<01:13, 31.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6077/8416 [00:49<00:19, 122.79it/s]
    Epoch 3:  93%|█████████▎| 31327/33666 [16:24<01:13, 31.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6078/8416 [00:49<00:19, 122.79it/s]
    Epoch 3:  93%|█████████▎| 31328/33666 [16:24<01:13, 31.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6079/8416 [00:49<00:19, 122.79it/s]
    Epoch 3:  93%|█████████▎| 31329/33666 [16:24<01:13, 31.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6080/8416 [00:49<00:19, 122.79it/s]
    Epoch 3:  93%|█████████▎| 31330/33666 [16:24<01:13, 31.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6081/8416 [00:49<00:19, 122.79it/s]
    Epoch 3:  93%|█████████▎| 31331/33666 [16:24<01:13, 31.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6082/8416 [00:49<00:19, 122.79it/s]
    Epoch 3:  93%|█████████▎| 31332/33666 [16:24<01:13, 31.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6083/8416 [00:49<00:18, 122.79it/s]
    Epoch 3:  93%|█████████▎| 31333/33666 [16:24<01:13, 31.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6084/8416 [00:49<00:18, 122.80it/s]
    Epoch 3:  93%|█████████▎| 31334/33666 [16:24<01:13, 31.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6085/8416 [00:49<00:18, 122.80it/s]
    Epoch 3:  93%|█████████▎| 31335/33666 [16:24<01:13, 31.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6086/8416 [00:49<00:18, 122.80it/s]
    Epoch 3:  93%|█████████▎| 31336/33666 [16:24<01:13, 31.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6087/8416 [00:49<00:18, 122.80it/s]
    Epoch 3:  93%|█████████▎| 31337/33666 [16:24<01:13, 31.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6088/8416 [00:49<00:18, 122.80it/s]
    Epoch 3:  93%|█████████▎| 31338/33666 [16:24<01:13, 31.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6089/8416 [00:49<00:18, 122.80it/s]
    Epoch 3:  93%|█████████▎| 31339/33666 [16:24<01:13, 31.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6090/8416 [00:49<00:18, 122.80it/s]
    Epoch 3:  93%|█████████▎| 31340/33666 [16:24<01:13, 31.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6091/8416 [00:49<00:18, 122.80it/s]
    Epoch 3:  93%|█████████▎| 31341/33666 [16:24<01:13, 31.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6092/8416 [00:49<00:18, 122.80it/s]
    Epoch 3:  93%|█████████▎| 31342/33666 [16:24<01:12, 31.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6093/8416 [00:49<00:18, 122.80it/s]
    Epoch 3:  93%|█████████▎| 31343/33666 [16:24<01:12, 31.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6094/8416 [00:49<00:18, 122.80it/s]
    Epoch 3:  93%|█████████▎| 31344/33666 [16:24<01:12, 31.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6095/8416 [00:49<00:18, 122.80it/s]
    Epoch 3:  93%|█████████▎| 31345/33666 [16:24<01:12, 31.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6096/8416 [00:49<00:18, 122.80it/s]
    Epoch 3:  93%|█████████▎| 31346/33666 [16:24<01:12, 31.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6097/8416 [00:49<00:18, 122.81it/s]
    Epoch 3:  93%|█████████▎| 31347/33666 [16:24<01:12, 31.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6098/8416 [00:49<00:18, 122.81it/s]
    Epoch 3:  93%|█████████▎| 31348/33666 [16:24<01:12, 31.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6099/8416 [00:49<00:18, 122.81it/s]
    Epoch 3:  93%|█████████▎| 31349/33666 [16:24<01:12, 31.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6100/8416 [00:49<00:18, 122.81it/s]
    Epoch 3:  93%|█████████▎| 31350/33666 [16:24<01:12, 31.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  72%|███████▏  | 6101/8416 [00:49<00:18, 122.81it/s]
    Epoch 3:  93%|█████████▎| 31351/33666 [16:24<01:12, 31.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6102/8416 [00:49<00:18, 122.81it/s]
    Epoch 3:  93%|█████████▎| 31352/33666 [16:24<01:12, 31.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6103/8416 [00:49<00:18, 122.81it/s]
    Epoch 3:  93%|█████████▎| 31353/33666 [16:24<01:12, 31.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6104/8416 [00:49<00:18, 122.81it/s]
    Epoch 3:  93%|█████████▎| 31354/33666 [16:24<01:12, 31.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6105/8416 [00:49<00:18, 122.81it/s]
    Epoch 3:  93%|█████████▎| 31355/33666 [16:24<01:12, 31.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6106/8416 [00:49<00:18, 122.81it/s]
    Epoch 3:  93%|█████████▎| 31356/33666 [16:24<01:12, 31.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6107/8416 [00:49<00:18, 122.81it/s]
    Epoch 3:  93%|█████████▎| 31357/33666 [16:24<01:12, 31.85it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6108/8416 [00:49<00:18, 122.81it/s]
    Epoch 3:  93%|█████████▎| 31358/33666 [16:24<01:12, 31.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6109/8416 [00:49<00:18, 122.81it/s]
    Epoch 3:  93%|█████████▎| 31359/33666 [16:24<01:12, 31.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6110/8416 [00:49<00:18, 122.81it/s]
    Epoch 3:  93%|█████████▎| 31360/33666 [16:24<01:12, 31.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6111/8416 [00:49<00:18, 122.82it/s]
    Epoch 3:  93%|█████████▎| 31361/33666 [16:24<01:12, 31.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6112/8416 [00:49<00:18, 122.82it/s]
    Epoch 3:  93%|█████████▎| 31362/33666 [16:24<01:12, 31.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6113/8416 [00:49<00:18, 122.82it/s]
    Epoch 3:  93%|█████████▎| 31363/33666 [16:24<01:12, 31.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6114/8416 [00:49<00:18, 122.82it/s]
    Epoch 3:  93%|█████████▎| 31364/33666 [16:24<01:12, 31.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6115/8416 [00:49<00:18, 122.82it/s]
    Epoch 3:  93%|█████████▎| 31365/33666 [16:24<01:12, 31.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6116/8416 [00:49<00:18, 122.82it/s]
    Epoch 3:  93%|█████████▎| 31366/33666 [16:24<01:12, 31.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6117/8416 [00:49<00:18, 122.82it/s]
    Epoch 3:  93%|█████████▎| 31367/33666 [16:24<01:12, 31.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6118/8416 [00:49<00:18, 122.82it/s]
    Epoch 3:  93%|█████████▎| 31368/33666 [16:24<01:12, 31.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6119/8416 [00:49<00:18, 122.82it/s]
    Epoch 3:  93%|█████████▎| 31369/33666 [16:24<01:12, 31.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6120/8416 [00:49<00:18, 122.82it/s]
    Epoch 3:  93%|█████████▎| 31370/33666 [16:24<01:12, 31.86it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6121/8416 [00:49<00:18, 122.82it/s]
    Epoch 3:  93%|█████████▎| 31371/33666 [16:24<01:12, 31.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6122/8416 [00:49<00:18, 122.82it/s]
    Epoch 3:  93%|█████████▎| 31372/33666 [16:24<01:11, 31.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6123/8416 [00:49<00:18, 122.82it/s]
    Epoch 3:  93%|█████████▎| 31373/33666 [16:24<01:11, 31.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6124/8416 [00:49<00:18, 122.82it/s]
    Epoch 3:  93%|█████████▎| 31374/33666 [16:24<01:11, 31.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6125/8416 [00:49<00:18, 122.82it/s]
    Epoch 3:  93%|█████████▎| 31375/33666 [16:24<01:11, 31.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6126/8416 [00:49<00:18, 122.83it/s]
    Epoch 3:  93%|█████████▎| 31376/33666 [16:24<01:11, 31.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6127/8416 [00:49<00:18, 122.83it/s]
    Epoch 3:  93%|█████████▎| 31377/33666 [16:24<01:11, 31.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6128/8416 [00:49<00:18, 122.83it/s]
    Epoch 3:  93%|█████████▎| 31378/33666 [16:24<01:11, 31.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6129/8416 [00:49<00:18, 122.83it/s]
    Epoch 3:  93%|█████████▎| 31379/33666 [16:24<01:11, 31.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6130/8416 [00:49<00:18, 122.83it/s]
    Epoch 3:  93%|█████████▎| 31380/33666 [16:24<01:11, 31.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6131/8416 [00:49<00:18, 122.83it/s]
    Epoch 3:  93%|█████████▎| 31381/33666 [16:24<01:11, 31.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6132/8416 [00:49<00:18, 122.83it/s]
    Epoch 3:  93%|█████████▎| 31382/33666 [16:24<01:11, 31.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6133/8416 [00:49<00:18, 122.83it/s]
    Epoch 3:  93%|█████████▎| 31383/33666 [16:24<01:11, 31.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6134/8416 [00:49<00:18, 122.83it/s]
    Epoch 3:  93%|█████████▎| 31384/33666 [16:24<01:11, 31.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6135/8416 [00:49<00:18, 122.83it/s]
    Epoch 3:  93%|█████████▎| 31385/33666 [16:24<01:11, 31.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6136/8416 [00:49<00:18, 122.83it/s]
    Epoch 3:  93%|█████████▎| 31386/33666 [16:24<01:11, 31.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6137/8416 [00:49<00:18, 122.83it/s]
    Epoch 3:  93%|█████████▎| 31387/33666 [16:24<01:11, 31.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6138/8416 [00:49<00:18, 122.83it/s]
    Epoch 3:  93%|█████████▎| 31388/33666 [16:24<01:11, 31.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6139/8416 [00:49<00:18, 122.83it/s]
    Epoch 3:  93%|█████████▎| 31389/33666 [16:24<01:11, 31.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6140/8416 [00:49<00:18, 122.83it/s]
    Epoch 3:  93%|█████████▎| 31390/33666 [16:24<01:11, 31.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6141/8416 [00:49<00:18, 122.84it/s]
    Epoch 3:  93%|█████████▎| 31391/33666 [16:24<01:11, 31.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6142/8416 [00:50<00:18, 122.84it/s]
    Epoch 3:  93%|█████████▎| 31392/33666 [16:24<01:11, 31.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6143/8416 [00:50<00:18, 122.84it/s]
    Epoch 3:  93%|█████████▎| 31393/33666 [16:24<01:11, 31.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6144/8416 [00:50<00:18, 122.84it/s]
    Epoch 3:  93%|█████████▎| 31394/33666 [16:24<01:11, 31.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6145/8416 [00:50<00:18, 122.84it/s]
    Epoch 3:  93%|█████████▎| 31395/33666 [16:24<01:11, 31.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6146/8416 [00:50<00:18, 122.84it/s]
    Epoch 3:  93%|█████████▎| 31396/33666 [16:24<01:11, 31.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6147/8416 [00:50<00:18, 122.84it/s]
    Epoch 3:  93%|█████████▎| 31397/33666 [16:24<01:11, 31.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6148/8416 [00:50<00:18, 122.84it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6149/8416 [00:50<00:18, 122.84it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6150/8416 [00:50<00:18, 122.84it/s]
    Epoch 3:  93%|█████████▎| 31400/33666 [16:24<01:11, 31.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6151/8416 [00:50<00:18, 122.84it/s]
    Epoch 3:  93%|█████████▎| 31401/33666 [16:24<01:11, 31.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6152/8416 [00:50<00:18, 122.84it/s]
    Epoch 3:  93%|█████████▎| 31402/33666 [16:24<01:10, 31.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6153/8416 [00:50<00:18, 122.84it/s]
    Epoch 3:  93%|█████████▎| 31403/33666 [16:24<01:10, 31.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6154/8416 [00:50<00:18, 122.84it/s]
    Epoch 3:  93%|█████████▎| 31404/33666 [16:24<01:10, 31.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6155/8416 [00:50<00:18, 122.84it/s]
    Epoch 3:  93%|█████████▎| 31405/33666 [16:24<01:10, 31.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6156/8416 [00:50<00:18, 122.84it/s]
    Epoch 3:  93%|█████████▎| 31406/33666 [16:24<01:10, 31.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6157/8416 [00:50<00:18, 122.85it/s]
    Epoch 3:  93%|█████████▎| 31407/33666 [16:24<01:10, 31.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6158/8416 [00:50<00:18, 122.85it/s]
    Epoch 3:  93%|█████████▎| 31408/33666 [16:24<01:10, 31.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6159/8416 [00:50<00:18, 122.85it/s]
    Epoch 3:  93%|█████████▎| 31409/33666 [16:24<01:10, 31.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6160/8416 [00:50<00:18, 122.85it/s]
    Epoch 3:  93%|█████████▎| 31410/33666 [16:24<01:10, 31.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6161/8416 [00:50<00:18, 122.85it/s]
    Epoch 3:  93%|█████████▎| 31411/33666 [16:24<01:10, 31.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6162/8416 [00:50<00:18, 122.85it/s]
    Epoch 3:  93%|█████████▎| 31412/33666 [16:24<01:10, 31.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6163/8416 [00:50<00:18, 122.85it/s]
    Epoch 3:  93%|█████████▎| 31413/33666 [16:24<01:10, 31.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6164/8416 [00:50<00:18, 122.85it/s]
    Epoch 3:  93%|█████████▎| 31414/33666 [16:24<01:10, 31.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6165/8416 [00:50<00:18, 122.85it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6166/8416 [00:50<00:18, 122.85it/s]
    Epoch 3:  93%|█████████▎| 31416/33666 [16:24<01:10, 31.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6167/8416 [00:50<00:18, 122.85it/s]
    Epoch 3:  93%|█████████▎| 31417/33666 [16:24<01:10, 31.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6168/8416 [00:50<00:18, 122.85it/s]
    Epoch 3:  93%|█████████▎| 31418/33666 [16:24<01:10, 31.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6169/8416 [00:50<00:18, 122.85it/s]
    Epoch 3:  93%|█████████▎| 31419/33666 [16:24<01:10, 31.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6170/8416 [00:50<00:18, 122.86it/s]
    Epoch 3:  93%|█████████▎| 31420/33666 [16:24<01:10, 31.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6171/8416 [00:50<00:18, 122.86it/s]
    Epoch 3:  93%|█████████▎| 31421/33666 [16:24<01:10, 31.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6172/8416 [00:50<00:18, 122.86it/s]
    Epoch 3:  93%|█████████▎| 31422/33666 [16:24<01:10, 31.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6173/8416 [00:50<00:18, 122.86it/s]
    Epoch 3:  93%|█████████▎| 31423/33666 [16:24<01:10, 31.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6174/8416 [00:50<00:18, 122.86it/s]
    Epoch 3:  93%|█████████▎| 31424/33666 [16:24<01:10, 31.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6175/8416 [00:50<00:18, 122.86it/s]
    Epoch 3:  93%|█████████▎| 31425/33666 [16:24<01:10, 31.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6176/8416 [00:50<00:18, 122.86it/s]
    Epoch 3:  93%|█████████▎| 31426/33666 [16:24<01:10, 31.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6177/8416 [00:50<00:18, 122.86it/s]
    Epoch 3:  93%|█████████▎| 31427/33666 [16:24<01:10, 31.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6178/8416 [00:50<00:18, 122.86it/s]
    Epoch 3:  93%|█████████▎| 31428/33666 [16:24<01:10, 31.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6179/8416 [00:50<00:18, 122.86it/s]
    Epoch 3:  93%|█████████▎| 31429/33666 [16:24<01:10, 31.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6180/8416 [00:50<00:18, 122.86it/s]
    Epoch 3:  93%|█████████▎| 31430/33666 [16:24<01:10, 31.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6181/8416 [00:50<00:18, 122.86it/s]
    Epoch 3:  93%|█████████▎| 31431/33666 [16:24<01:10, 31.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6182/8416 [00:50<00:18, 122.86it/s]
    Epoch 3:  93%|█████████▎| 31432/33666 [16:24<01:10, 31.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6183/8416 [00:50<00:18, 122.86it/s]
    Epoch 3:  93%|█████████▎| 31433/33666 [16:24<01:09, 31.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6184/8416 [00:50<00:18, 122.86it/s]
    Epoch 3:  93%|█████████▎| 31434/33666 [16:24<01:09, 31.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6185/8416 [00:50<00:18, 122.87it/s]
    Epoch 3:  93%|█████████▎| 31435/33666 [16:24<01:09, 31.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6186/8416 [00:50<00:18, 122.87it/s]
    Epoch 3:  93%|█████████▎| 31436/33666 [16:25<01:09, 31.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6187/8416 [00:50<00:18, 122.87it/s]
    Epoch 3:  93%|█████████▎| 31437/33666 [16:25<01:09, 31.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6188/8416 [00:50<00:18, 122.87it/s]
    Epoch 3:  93%|█████████▎| 31438/33666 [16:25<01:09, 31.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6189/8416 [00:50<00:18, 122.87it/s]
    Epoch 3:  93%|█████████▎| 31439/33666 [16:25<01:09, 31.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6190/8416 [00:50<00:18, 122.87it/s]
    Epoch 3:  93%|█████████▎| 31440/33666 [16:25<01:09, 31.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6191/8416 [00:50<00:18, 122.87it/s]
    Epoch 3:  93%|█████████▎| 31441/33666 [16:25<01:09, 31.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6192/8416 [00:50<00:18, 122.87it/s]
    Epoch 3:  93%|█████████▎| 31442/33666 [16:25<01:09, 31.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6193/8416 [00:50<00:18, 122.87it/s]
    Epoch 3:  93%|█████████▎| 31443/33666 [16:25<01:09, 31.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6194/8416 [00:50<00:18, 122.87it/s]
    Epoch 3:  93%|█████████▎| 31444/33666 [16:25<01:09, 31.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6195/8416 [00:50<00:18, 122.87it/s]
    Epoch 3:  93%|█████████▎| 31445/33666 [16:25<01:09, 31.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6196/8416 [00:50<00:18, 122.87it/s]
    Epoch 3:  93%|█████████▎| 31446/33666 [16:25<01:09, 31.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6197/8416 [00:50<00:18, 122.87it/s]
    Epoch 3:  93%|█████████▎| 31447/33666 [16:25<01:09, 31.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6198/8416 [00:50<00:18, 122.88it/s]
    Epoch 3:  93%|█████████▎| 31448/33666 [16:25<01:09, 31.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6199/8416 [00:50<00:18, 122.88it/s]
    Epoch 3:  93%|█████████▎| 31449/33666 [16:25<01:09, 31.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6200/8416 [00:50<00:18, 122.88it/s]
    Epoch 3:  93%|█████████▎| 31450/33666 [16:25<01:09, 31.93it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6201/8416 [00:50<00:18, 122.88it/s]
    Epoch 3:  93%|█████████▎| 31451/33666 [16:25<01:09, 31.93it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6202/8416 [00:50<00:18, 122.88it/s]
    Epoch 3:  93%|█████████▎| 31452/33666 [16:25<01:09, 31.93it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6203/8416 [00:50<00:18, 122.88it/s]
    Epoch 3:  93%|█████████▎| 31453/33666 [16:25<01:09, 31.93it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6204/8416 [00:50<00:18, 122.88it/s]
    Epoch 3:  93%|█████████▎| 31454/33666 [16:25<01:09, 31.93it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6205/8416 [00:50<00:17, 122.88it/s]
    Epoch 3:  93%|█████████▎| 31455/33666 [16:25<01:09, 31.93it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6206/8416 [00:50<00:17, 122.88it/s]
    Epoch 3:  93%|█████████▎| 31456/33666 [16:25<01:09, 31.93it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6207/8416 [00:50<00:17, 122.88it/s]
    Epoch 3:  93%|█████████▎| 31457/33666 [16:25<01:09, 31.93it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6208/8416 [00:50<00:17, 122.88it/s]
    Epoch 3:  93%|█████████▎| 31458/33666 [16:25<01:09, 31.93it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6209/8416 [00:50<00:17, 122.88it/s]
    Epoch 3:  93%|█████████▎| 31459/33666 [16:25<01:09, 31.93it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6210/8416 [00:50<00:17, 122.88it/s]
    Epoch 3:  93%|█████████▎| 31460/33666 [16:25<01:09, 31.93it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6211/8416 [00:50<00:17, 122.88it/s]
    Epoch 3:  93%|█████████▎| 31461/33666 [16:25<01:09, 31.93it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6212/8416 [00:50<00:17, 122.88it/s]
    Epoch 3:  93%|█████████▎| 31462/33666 [16:25<01:09, 31.93it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6213/8416 [00:50<00:17, 122.88it/s]
    Epoch 3:  93%|█████████▎| 31463/33666 [16:25<01:08, 31.94it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6214/8416 [00:50<00:17, 122.88it/s]
    Epoch 3:  93%|█████████▎| 31464/33666 [16:25<01:08, 31.94it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6215/8416 [00:50<00:17, 122.89it/s]
    Epoch 3:  93%|█████████▎| 31465/33666 [16:25<01:08, 31.94it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6216/8416 [00:50<00:17, 122.89it/s]
    Epoch 3:  93%|█████████▎| 31466/33666 [16:25<01:08, 31.94it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6217/8416 [00:50<00:17, 122.89it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6218/8416 [00:50<00:17, 122.89it/s]
    Epoch 3:  93%|█████████▎| 31468/33666 [16:25<01:08, 31.94it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6219/8416 [00:50<00:17, 122.89it/s]
    Epoch 3:  93%|█████████▎| 31469/33666 [16:25<01:08, 31.94it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6220/8416 [00:50<00:17, 122.89it/s]
    Epoch 3:  93%|█████████▎| 31470/33666 [16:25<01:08, 31.94it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6221/8416 [00:50<00:17, 122.89it/s]
    Epoch 3:  93%|█████████▎| 31471/33666 [16:25<01:08, 31.94it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6222/8416 [00:50<00:17, 122.89it/s]
    Epoch 3:  93%|█████████▎| 31472/33666 [16:25<01:08, 31.94it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6223/8416 [00:50<00:17, 122.89it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6224/8416 [00:50<00:17, 122.89it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6225/8416 [00:50<00:17, 122.89it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6226/8416 [00:50<00:17, 122.89it/s]
    Epoch 3:  93%|█████████▎| 31476/33666 [16:25<01:08, 31.95it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6227/8416 [00:50<00:17, 122.89it/s]
    Epoch 3:  93%|█████████▎| 31477/33666 [16:25<01:08, 31.95it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6228/8416 [00:50<00:17, 122.90it/s]
    Epoch 3:  94%|█████████▎| 31478/33666 [16:25<01:08, 31.95it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6229/8416 [00:50<00:17, 122.90it/s]
    Epoch 3:  94%|█████████▎| 31479/33666 [16:25<01:08, 31.95it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6230/8416 [00:50<00:17, 122.90it/s]
    Epoch 3:  94%|█████████▎| 31480/33666 [16:25<01:08, 31.95it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6231/8416 [00:50<00:17, 122.90it/s]
    Epoch 3:  94%|█████████▎| 31481/33666 [16:25<01:08, 31.95it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6232/8416 [00:50<00:17, 122.90it/s]
    Epoch 3:  94%|█████████▎| 31482/33666 [16:25<01:08, 31.95it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6233/8416 [00:50<00:17, 122.90it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6234/8416 [00:50<00:17, 122.90it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6235/8416 [00:50<00:17, 122.90it/s]
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    Validation DataLoader 0:  75%|███████▍  | 6281/8416 [00:51<00:17, 122.93it/s]
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    Validation DataLoader 0:  75%|███████▌  | 6324/8416 [00:51<00:17, 122.95it/s]
    Epoch 3:  94%|█████████▍| 31574/33666 [16:26<01:05, 32.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6325/8416 [00:51<00:17, 122.96it/s]
    Epoch 3:  94%|█████████▍| 31575/33666 [16:26<01:05, 32.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6326/8416 [00:51<00:16, 122.96it/s]
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    Validation DataLoader 0:  75%|███████▌  | 6327/8416 [00:51<00:16, 122.96it/s]
    Epoch 3:  94%|█████████▍| 31577/33666 [16:26<01:05, 32.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6328/8416 [00:51<00:16, 122.96it/s]
    Epoch 3:  94%|█████████▍| 31578/33666 [16:26<01:05, 32.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6329/8416 [00:51<00:16, 122.96it/s]
    Epoch 3:  94%|█████████▍| 31579/33666 [16:26<01:05, 32.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6330/8416 [00:51<00:16, 122.96it/s]
    Epoch 3:  94%|█████████▍| 31580/33666 [16:26<01:05, 32.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6331/8416 [00:51<00:16, 122.96it/s]
    Epoch 3:  94%|█████████▍| 31581/33666 [16:26<01:05, 32.02it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6332/8416 [00:51<00:16, 122.96it/s]
    Epoch 3:  94%|█████████▍| 31582/33666 [16:26<01:05, 32.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6333/8416 [00:51<00:16, 122.96it/s]
    Epoch 3:  94%|█████████▍| 31583/33666 [16:26<01:05, 32.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6334/8416 [00:51<00:16, 122.96it/s]
    Epoch 3:  94%|█████████▍| 31584/33666 [16:26<01:05, 32.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6335/8416 [00:51<00:16, 122.96it/s]
    Epoch 3:  94%|█████████▍| 31585/33666 [16:26<01:04, 32.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6336/8416 [00:51<00:16, 122.96it/s]
    Epoch 3:  94%|█████████▍| 31586/33666 [16:26<01:04, 32.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6337/8416 [00:51<00:16, 122.96it/s]
    Epoch 3:  94%|█████████▍| 31587/33666 [16:26<01:04, 32.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6338/8416 [00:51<00:16, 122.96it/s]
    Epoch 3:  94%|█████████▍| 31588/33666 [16:26<01:04, 32.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6339/8416 [00:51<00:16, 122.96it/s]
    Epoch 3:  94%|█████████▍| 31589/33666 [16:26<01:04, 32.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6340/8416 [00:51<00:16, 122.96it/s]
    Epoch 3:  94%|█████████▍| 31590/33666 [16:26<01:04, 32.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6341/8416 [00:51<00:16, 122.96it/s]
    Epoch 3:  94%|█████████▍| 31591/33666 [16:26<01:04, 32.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6342/8416 [00:51<00:16, 122.96it/s]
    Epoch 3:  94%|█████████▍| 31592/33666 [16:26<01:04, 32.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6343/8416 [00:51<00:16, 122.96it/s]
    Epoch 3:  94%|█████████▍| 31593/33666 [16:26<01:04, 32.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6344/8416 [00:51<00:16, 122.97it/s]
    Epoch 3:  94%|█████████▍| 31594/33666 [16:26<01:04, 32.03it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6345/8416 [00:51<00:16, 122.97it/s]
    Epoch 3:  94%|█████████▍| 31595/33666 [16:26<01:04, 32.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6346/8416 [00:51<00:16, 122.97it/s]
    Epoch 3:  94%|█████████▍| 31596/33666 [16:26<01:04, 32.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6347/8416 [00:51<00:16, 122.97it/s]
    Epoch 3:  94%|█████████▍| 31597/33666 [16:26<01:04, 32.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6348/8416 [00:51<00:16, 122.97it/s]
    Epoch 3:  94%|█████████▍| 31598/33666 [16:26<01:04, 32.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6349/8416 [00:51<00:16, 122.96it/s]
    Epoch 3:  94%|█████████▍| 31599/33666 [16:26<01:04, 32.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6350/8416 [00:51<00:16, 122.96it/s]
    Epoch 3:  94%|█████████▍| 31600/33666 [16:26<01:04, 32.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6351/8416 [00:51<00:16, 122.96it/s]
    Epoch 3:  94%|█████████▍| 31601/33666 [16:26<01:04, 32.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6352/8416 [00:51<00:16, 122.96it/s]
    Epoch 3:  94%|█████████▍| 31602/33666 [16:26<01:04, 32.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6353/8416 [00:51<00:16, 122.96it/s]
    Epoch 3:  94%|█████████▍| 31603/33666 [16:26<01:04, 32.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6354/8416 [00:51<00:16, 122.96it/s]
    Epoch 3:  94%|█████████▍| 31604/33666 [16:26<01:04, 32.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6355/8416 [00:51<00:16, 122.96it/s]
    Epoch 3:  94%|█████████▍| 31605/33666 [16:26<01:04, 32.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6356/8416 [00:51<00:16, 122.96it/s]
    Epoch 3:  94%|█████████▍| 31606/33666 [16:26<01:04, 32.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6357/8416 [00:51<00:16, 122.96it/s]
    Epoch 3:  94%|█████████▍| 31607/33666 [16:26<01:04, 32.04it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6358/8416 [00:51<00:16, 122.96it/s]
    Epoch 3:  94%|█████████▍| 31608/33666 [16:26<01:04, 32.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6359/8416 [00:51<00:16, 122.96it/s]
    Epoch 3:  94%|█████████▍| 31609/33666 [16:26<01:04, 32.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6360/8416 [00:51<00:16, 122.96it/s]
    Epoch 3:  94%|█████████▍| 31610/33666 [16:26<01:04, 32.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6361/8416 [00:51<00:16, 122.96it/s]
    Epoch 3:  94%|█████████▍| 31611/33666 [16:26<01:04, 32.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6362/8416 [00:51<00:16, 122.96it/s]
    Epoch 3:  94%|█████████▍| 31612/33666 [16:26<01:04, 32.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6363/8416 [00:51<00:16, 122.96it/s]
    Epoch 3:  94%|█████████▍| 31613/33666 [16:26<01:04, 32.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6364/8416 [00:51<00:16, 122.96it/s]
    Epoch 3:  94%|█████████▍| 31614/33666 [16:26<01:04, 32.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6365/8416 [00:51<00:16, 122.96it/s]
    Epoch 3:  94%|█████████▍| 31615/33666 [16:26<01:03, 32.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6366/8416 [00:51<00:16, 122.96it/s]
    Epoch 3:  94%|█████████▍| 31616/33666 [16:26<01:03, 32.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6367/8416 [00:51<00:16, 122.97it/s]
    Epoch 3:  94%|█████████▍| 31617/33666 [16:26<01:03, 32.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6368/8416 [00:51<00:16, 122.97it/s]
    Epoch 3:  94%|█████████▍| 31618/33666 [16:26<01:03, 32.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6369/8416 [00:51<00:16, 122.97it/s]
    Epoch 3:  94%|█████████▍| 31619/33666 [16:26<01:03, 32.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6370/8416 [00:51<00:16, 122.97it/s]
    Epoch 3:  94%|█████████▍| 31620/33666 [16:26<01:03, 32.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6371/8416 [00:51<00:16, 122.97it/s]
    Epoch 3:  94%|█████████▍| 31621/33666 [16:26<01:03, 32.05it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6372/8416 [00:51<00:16, 122.97it/s]
    Epoch 3:  94%|█████████▍| 31622/33666 [16:26<01:03, 32.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6373/8416 [00:51<00:16, 122.97it/s]
    Epoch 3:  94%|█████████▍| 31623/33666 [16:26<01:03, 32.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6374/8416 [00:51<00:16, 122.97it/s]
    Epoch 3:  94%|█████████▍| 31624/33666 [16:26<01:03, 32.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6375/8416 [00:51<00:16, 122.97it/s]
    Epoch 3:  94%|█████████▍| 31625/33666 [16:26<01:03, 32.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6376/8416 [00:51<00:16, 122.97it/s]
    Epoch 3:  94%|█████████▍| 31626/33666 [16:26<01:03, 32.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6377/8416 [00:51<00:16, 122.97it/s]
    Epoch 3:  94%|█████████▍| 31627/33666 [16:26<01:03, 32.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6378/8416 [00:51<00:16, 122.97it/s]
    Epoch 3:  94%|█████████▍| 31628/33666 [16:26<01:03, 32.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6379/8416 [00:51<00:16, 122.97it/s]
    Epoch 3:  94%|█████████▍| 31629/33666 [16:26<01:03, 32.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6380/8416 [00:51<00:16, 122.97it/s]
    Epoch 3:  94%|█████████▍| 31630/33666 [16:26<01:03, 32.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6381/8416 [00:51<00:16, 122.97it/s]
    Epoch 3:  94%|█████████▍| 31631/33666 [16:26<01:03, 32.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6382/8416 [00:51<00:16, 122.98it/s]
    Epoch 3:  94%|█████████▍| 31632/33666 [16:26<01:03, 32.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6383/8416 [00:51<00:16, 122.98it/s]
    Epoch 3:  94%|█████████▍| 31633/33666 [16:26<01:03, 32.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6384/8416 [00:51<00:16, 122.98it/s]
    Epoch 3:  94%|█████████▍| 31634/33666 [16:26<01:03, 32.06it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6385/8416 [00:51<00:16, 122.98it/s]
    Epoch 3:  94%|█████████▍| 31635/33666 [16:26<01:03, 32.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6386/8416 [00:51<00:16, 122.98it/s]
    Epoch 3:  94%|█████████▍| 31636/33666 [16:26<01:03, 32.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6387/8416 [00:51<00:16, 122.98it/s]
    Epoch 3:  94%|█████████▍| 31637/33666 [16:26<01:03, 32.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6388/8416 [00:51<00:16, 122.98it/s]
    Epoch 3:  94%|█████████▍| 31638/33666 [16:26<01:03, 32.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6389/8416 [00:51<00:16, 122.98it/s]
    Epoch 3:  94%|█████████▍| 31639/33666 [16:26<01:03, 32.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6390/8416 [00:51<00:16, 122.98it/s]
    Epoch 3:  94%|█████████▍| 31640/33666 [16:26<01:03, 32.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6391/8416 [00:51<00:16, 122.98it/s]
    Epoch 3:  94%|█████████▍| 31641/33666 [16:26<01:03, 32.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6392/8416 [00:51<00:16, 122.98it/s]
    Epoch 3:  94%|█████████▍| 31642/33666 [16:26<01:03, 32.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6393/8416 [00:51<00:16, 122.98it/s]
    Epoch 3:  94%|█████████▍| 31643/33666 [16:26<01:03, 32.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6394/8416 [00:51<00:16, 122.98it/s]
    Epoch 3:  94%|█████████▍| 31644/33666 [16:26<01:03, 32.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6395/8416 [00:51<00:16, 122.98it/s]
    Epoch 3:  94%|█████████▍| 31645/33666 [16:26<01:03, 32.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6396/8416 [00:52<00:16, 122.98it/s]
    Epoch 3:  94%|█████████▍| 31646/33666 [16:26<01:02, 32.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6397/8416 [00:52<00:16, 122.98it/s]
    Epoch 3:  94%|█████████▍| 31647/33666 [16:26<01:02, 32.07it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6398/8416 [00:52<00:16, 122.99it/s]
    Epoch 3:  94%|█████████▍| 31648/33666 [16:26<01:02, 32.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6399/8416 [00:52<00:16, 122.99it/s]
    Epoch 3:  94%|█████████▍| 31649/33666 [16:26<01:02, 32.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6400/8416 [00:52<00:16, 122.98it/s]
    Epoch 3:  94%|█████████▍| 31650/33666 [16:26<01:02, 32.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6401/8416 [00:52<00:16, 122.99it/s]
    Epoch 3:  94%|█████████▍| 31651/33666 [16:26<01:02, 32.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6402/8416 [00:52<00:16, 122.99it/s]
    Epoch 3:  94%|█████████▍| 31652/33666 [16:26<01:02, 32.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6403/8416 [00:52<00:16, 122.99it/s]
    Epoch 3:  94%|█████████▍| 31653/33666 [16:26<01:02, 32.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6404/8416 [00:52<00:16, 122.99it/s]
    Epoch 3:  94%|█████████▍| 31654/33666 [16:26<01:02, 32.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6405/8416 [00:52<00:16, 122.99it/s]
    Epoch 3:  94%|█████████▍| 31655/33666 [16:26<01:02, 32.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6406/8416 [00:52<00:16, 122.99it/s]
    Epoch 3:  94%|█████████▍| 31656/33666 [16:26<01:02, 32.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6407/8416 [00:52<00:16, 122.99it/s]
    Epoch 3:  94%|█████████▍| 31657/33666 [16:26<01:02, 32.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6408/8416 [00:52<00:16, 122.99it/s]
    Epoch 3:  94%|█████████▍| 31658/33666 [16:26<01:02, 32.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6409/8416 [00:52<00:16, 122.99it/s]
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    Validation DataLoader 0:  76%|███████▌  | 6410/8416 [00:52<00:16, 122.99it/s]
    Epoch 3:  94%|█████████▍| 31660/33666 [16:26<01:02, 32.08it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6411/8416 [00:52<00:16, 122.99it/s]
    Epoch 3:  94%|█████████▍| 31661/33666 [16:26<01:02, 32.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6412/8416 [00:52<00:16, 122.99it/s]
    Epoch 3:  94%|█████████▍| 31662/33666 [16:26<01:02, 32.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6413/8416 [00:52<00:16, 122.99it/s]
    Epoch 3:  94%|█████████▍| 31663/33666 [16:26<01:02, 32.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6414/8416 [00:52<00:16, 122.99it/s]
    Epoch 3:  94%|█████████▍| 31664/33666 [16:26<01:02, 32.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6415/8416 [00:52<00:16, 122.99it/s]
    Epoch 3:  94%|█████████▍| 31665/33666 [16:26<01:02, 32.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6416/8416 [00:52<00:16, 122.99it/s]
    Epoch 3:  94%|█████████▍| 31666/33666 [16:26<01:02, 32.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6417/8416 [00:52<00:16, 122.99it/s]
    Epoch 3:  94%|█████████▍| 31667/33666 [16:26<01:02, 32.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6418/8416 [00:52<00:16, 122.99it/s]
    Epoch 3:  94%|█████████▍| 31668/33666 [16:26<01:02, 32.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6419/8416 [00:52<00:16, 122.99it/s]
    Epoch 3:  94%|█████████▍| 31669/33666 [16:26<01:02, 32.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6420/8416 [00:52<00:16, 122.99it/s]
    Epoch 3:  94%|█████████▍| 31670/33666 [16:26<01:02, 32.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6421/8416 [00:52<00:16, 122.99it/s]
    Epoch 3:  94%|█████████▍| 31671/33666 [16:26<01:02, 32.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6422/8416 [00:52<00:16, 122.99it/s]
    Epoch 3:  94%|█████████▍| 31672/33666 [16:26<01:02, 32.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6423/8416 [00:52<00:16, 122.99it/s]
    Epoch 3:  94%|█████████▍| 31673/33666 [16:26<01:02, 32.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6424/8416 [00:52<00:16, 122.99it/s]
    Epoch 3:  94%|█████████▍| 31674/33666 [16:26<01:02, 32.09it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6425/8416 [00:52<00:16, 122.99it/s]
    Epoch 3:  94%|█████████▍| 31675/33666 [16:26<01:02, 32.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6426/8416 [00:52<00:16, 123.00it/s]
    Epoch 3:  94%|█████████▍| 31676/33666 [16:26<01:02, 32.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6427/8416 [00:52<00:16, 123.00it/s]
    Epoch 3:  94%|█████████▍| 31677/33666 [16:26<01:01, 32.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6428/8416 [00:52<00:16, 123.00it/s]
    Epoch 3:  94%|█████████▍| 31678/33666 [16:26<01:01, 32.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6429/8416 [00:52<00:16, 123.00it/s]
    Epoch 3:  94%|█████████▍| 31679/33666 [16:26<01:01, 32.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6430/8416 [00:52<00:16, 123.00it/s]
    Epoch 3:  94%|█████████▍| 31680/33666 [16:26<01:01, 32.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6431/8416 [00:52<00:16, 123.00it/s]
    Epoch 3:  94%|█████████▍| 31681/33666 [16:26<01:01, 32.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6432/8416 [00:52<00:16, 123.00it/s]
    Epoch 3:  94%|█████████▍| 31682/33666 [16:26<01:01, 32.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6433/8416 [00:52<00:16, 123.00it/s]
    Epoch 3:  94%|█████████▍| 31683/33666 [16:26<01:01, 32.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6434/8416 [00:52<00:16, 123.00it/s]
    Epoch 3:  94%|█████████▍| 31684/33666 [16:26<01:01, 32.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6435/8416 [00:52<00:16, 123.00it/s]
    Epoch 3:  94%|█████████▍| 31685/33666 [16:26<01:01, 32.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6436/8416 [00:52<00:16, 123.00it/s]
    Epoch 3:  94%|█████████▍| 31686/33666 [16:26<01:01, 32.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6437/8416 [00:52<00:16, 123.00it/s]
    Epoch 3:  94%|█████████▍| 31687/33666 [16:26<01:01, 32.10it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6438/8416 [00:52<00:16, 123.00it/s]
    Epoch 3:  94%|█████████▍| 31688/33666 [16:26<01:01, 32.11it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6439/8416 [00:52<00:16, 123.00it/s]
    Epoch 3:  94%|█████████▍| 31689/33666 [16:27<01:01, 32.11it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6440/8416 [00:52<00:16, 123.00it/s]
    Epoch 3:  94%|█████████▍| 31690/33666 [16:27<01:01, 32.11it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6441/8416 [00:52<00:16, 123.00it/s]
    Epoch 3:  94%|█████████▍| 31691/33666 [16:27<01:01, 32.11it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6442/8416 [00:52<00:16, 123.01it/s]
    Epoch 3:  94%|█████████▍| 31692/33666 [16:27<01:01, 32.11it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6443/8416 [00:52<00:16, 123.01it/s]
    Epoch 3:  94%|█████████▍| 31693/33666 [16:27<01:01, 32.11it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6444/8416 [00:52<00:16, 123.01it/s]
    Epoch 3:  94%|█████████▍| 31694/33666 [16:27<01:01, 32.11it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6445/8416 [00:52<00:16, 123.01it/s]
    Epoch 3:  94%|█████████▍| 31695/33666 [16:27<01:01, 32.11it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6446/8416 [00:52<00:16, 123.01it/s]
    Epoch 3:  94%|█████████▍| 31696/33666 [16:27<01:01, 32.11it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6447/8416 [00:52<00:16, 123.01it/s]
    Epoch 3:  94%|█████████▍| 31697/33666 [16:27<01:01, 32.11it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6448/8416 [00:52<00:15, 123.01it/s]
    Epoch 3:  94%|█████████▍| 31698/33666 [16:27<01:01, 32.11it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6449/8416 [00:52<00:15, 123.01it/s]
    Epoch 3:  94%|█████████▍| 31699/33666 [16:27<01:01, 32.11it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6450/8416 [00:52<00:15, 123.01it/s]
    Epoch 3:  94%|█████████▍| 31700/33666 [16:27<01:01, 32.11it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6451/8416 [00:52<00:15, 123.01it/s]
    Epoch 3:  94%|█████████▍| 31701/33666 [16:27<01:01, 32.12it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6452/8416 [00:52<00:15, 123.01it/s]
    Epoch 3:  94%|█████████▍| 31702/33666 [16:27<01:01, 32.12it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6453/8416 [00:52<00:15, 123.01it/s]
    Epoch 3:  94%|█████████▍| 31703/33666 [16:27<01:01, 32.12it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6454/8416 [00:52<00:15, 123.01it/s]
    Epoch 3:  94%|█████████▍| 31704/33666 [16:27<01:01, 32.12it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6455/8416 [00:52<00:15, 123.01it/s]
    Epoch 3:  94%|█████████▍| 31705/33666 [16:27<01:01, 32.12it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6456/8416 [00:52<00:15, 123.01it/s]
    Epoch 3:  94%|█████████▍| 31706/33666 [16:27<01:01, 32.12it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6457/8416 [00:52<00:15, 123.01it/s]
    Epoch 3:  94%|█████████▍| 31707/33666 [16:27<01:00, 32.12it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6458/8416 [00:52<00:15, 123.02it/s]
    Epoch 3:  94%|█████████▍| 31708/33666 [16:27<01:00, 32.12it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6459/8416 [00:52<00:15, 123.02it/s]
    Epoch 3:  94%|█████████▍| 31709/33666 [16:27<01:00, 32.12it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6460/8416 [00:52<00:15, 123.02it/s]
    Epoch 3:  94%|█████████▍| 31710/33666 [16:27<01:00, 32.12it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6461/8416 [00:52<00:15, 123.02it/s]
    Epoch 3:  94%|█████████▍| 31711/33666 [16:27<01:00, 32.12it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6462/8416 [00:52<00:15, 123.02it/s]
    Epoch 3:  94%|█████████▍| 31712/33666 [16:27<01:00, 32.12it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6463/8416 [00:52<00:15, 123.02it/s]
    Epoch 3:  94%|█████████▍| 31713/33666 [16:27<01:00, 32.12it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6464/8416 [00:52<00:15, 123.02it/s]
    Epoch 3:  94%|█████████▍| 31714/33666 [16:27<01:00, 32.13it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6465/8416 [00:52<00:15, 123.02it/s]
    Epoch 3:  94%|█████████▍| 31715/33666 [16:27<01:00, 32.13it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6466/8416 [00:52<00:15, 123.02it/s]
    Epoch 3:  94%|█████████▍| 31716/33666 [16:27<01:00, 32.13it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6467/8416 [00:52<00:15, 123.02it/s]
    Epoch 3:  94%|█████████▍| 31717/33666 [16:27<01:00, 32.13it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6468/8416 [00:52<00:15, 123.02it/s]
    Epoch 3:  94%|█████████▍| 31718/33666 [16:27<01:00, 32.13it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6469/8416 [00:52<00:15, 123.02it/s]
    Epoch 3:  94%|█████████▍| 31719/33666 [16:27<01:00, 32.13it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6470/8416 [00:52<00:15, 123.02it/s]
    Epoch 3:  94%|█████████▍| 31720/33666 [16:27<01:00, 32.13it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6471/8416 [00:52<00:15, 123.02it/s]
    Epoch 3:  94%|█████████▍| 31721/33666 [16:27<01:00, 32.13it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6472/8416 [00:52<00:15, 123.02it/s]
    Epoch 3:  94%|█████████▍| 31722/33666 [16:27<01:00, 32.13it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6473/8416 [00:52<00:15, 123.02it/s]
    Epoch 3:  94%|█████████▍| 31723/33666 [16:27<01:00, 32.13it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6474/8416 [00:52<00:15, 123.02it/s]
    Epoch 3:  94%|█████████▍| 31724/33666 [16:27<01:00, 32.13it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6475/8416 [00:52<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31725/33666 [16:27<01:00, 32.13it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6476/8416 [00:52<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31726/33666 [16:27<01:00, 32.13it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6477/8416 [00:52<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31727/33666 [16:27<01:00, 32.13it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6478/8416 [00:52<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31728/33666 [16:27<01:00, 32.14it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6479/8416 [00:52<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31729/33666 [16:27<01:00, 32.14it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6480/8416 [00:52<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31730/33666 [16:27<01:00, 32.14it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6481/8416 [00:52<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31731/33666 [16:27<01:00, 32.14it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6482/8416 [00:52<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31732/33666 [16:27<01:00, 32.14it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6483/8416 [00:52<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31733/33666 [16:27<01:00, 32.14it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6484/8416 [00:52<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31734/33666 [16:27<01:00, 32.14it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6485/8416 [00:52<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31735/33666 [16:27<01:00, 32.14it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6486/8416 [00:52<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31736/33666 [16:27<01:00, 32.14it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6487/8416 [00:52<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31737/33666 [16:27<01:00, 32.14it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6488/8416 [00:52<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31738/33666 [16:27<00:59, 32.14it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6489/8416 [00:52<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31739/33666 [16:27<00:59, 32.14it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6490/8416 [00:52<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31740/33666 [16:27<00:59, 32.14it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6491/8416 [00:52<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31741/33666 [16:27<00:59, 32.15it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6492/8416 [00:52<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31742/33666 [16:27<00:59, 32.15it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6493/8416 [00:52<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31743/33666 [16:27<00:59, 32.15it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6494/8416 [00:52<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31744/33666 [16:27<00:59, 32.15it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6495/8416 [00:52<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31745/33666 [16:27<00:59, 32.15it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6496/8416 [00:52<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31746/33666 [16:27<00:59, 32.15it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6497/8416 [00:52<00:15, 123.04it/s]
    Epoch 3:  94%|█████████▍| 31747/33666 [16:27<00:59, 32.15it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6498/8416 [00:52<00:15, 123.04it/s]
    Epoch 3:  94%|█████████▍| 31748/33666 [16:27<00:59, 32.15it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6499/8416 [00:52<00:15, 123.04it/s]
    Epoch 3:  94%|█████████▍| 31749/33666 [16:27<00:59, 32.15it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6500/8416 [00:52<00:15, 123.04it/s]
    Epoch 3:  94%|█████████▍| 31750/33666 [16:27<00:59, 32.15it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6501/8416 [00:52<00:15, 123.04it/s]
    Epoch 3:  94%|█████████▍| 31751/33666 [16:27<00:59, 32.15it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6502/8416 [00:52<00:15, 123.04it/s]
    Epoch 3:  94%|█████████▍| 31752/33666 [16:27<00:59, 32.15it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6503/8416 [00:52<00:15, 123.04it/s]
    Epoch 3:  94%|█████████▍| 31753/33666 [16:27<00:59, 32.15it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6504/8416 [00:52<00:15, 123.04it/s]
    Epoch 3:  94%|█████████▍| 31754/33666 [16:27<00:59, 32.16it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6505/8416 [00:52<00:15, 123.04it/s]
    Epoch 3:  94%|█████████▍| 31755/33666 [16:27<00:59, 32.16it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6506/8416 [00:52<00:15, 123.04it/s]
    Epoch 3:  94%|█████████▍| 31756/33666 [16:27<00:59, 32.16it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6507/8416 [00:52<00:15, 123.04it/s]
    Epoch 3:  94%|█████████▍| 31757/33666 [16:27<00:59, 32.16it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6508/8416 [00:52<00:15, 123.04it/s]
    Epoch 3:  94%|█████████▍| 31758/33666 [16:27<00:59, 32.16it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6509/8416 [00:52<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31759/33666 [16:27<00:59, 32.16it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6510/8416 [00:52<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31760/33666 [16:27<00:59, 32.16it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6511/8416 [00:52<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31761/33666 [16:27<00:59, 32.16it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6512/8416 [00:52<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31762/33666 [16:27<00:59, 32.16it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6513/8416 [00:52<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31763/33666 [16:27<00:59, 32.16it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6514/8416 [00:52<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31764/33666 [16:27<00:59, 32.16it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6515/8416 [00:52<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31765/33666 [16:27<00:59, 32.16it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6516/8416 [00:52<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31766/33666 [16:27<00:59, 32.16it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6517/8416 [00:52<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31767/33666 [16:27<00:59, 32.16it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6518/8416 [00:52<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31768/33666 [16:27<00:59, 32.17it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6519/8416 [00:52<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31769/33666 [16:27<00:58, 32.17it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6520/8416 [00:52<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31770/33666 [16:27<00:58, 32.17it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6521/8416 [00:53<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31771/33666 [16:27<00:58, 32.17it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6522/8416 [00:53<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31772/33666 [16:27<00:58, 32.17it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6523/8416 [00:53<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31773/33666 [16:27<00:58, 32.17it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6524/8416 [00:53<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31774/33666 [16:27<00:58, 32.17it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6525/8416 [00:53<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31775/33666 [16:27<00:58, 32.17it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6526/8416 [00:53<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31776/33666 [16:27<00:58, 32.17it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6527/8416 [00:53<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31777/33666 [16:27<00:58, 32.17it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6528/8416 [00:53<00:15, 123.02it/s]
    Epoch 3:  94%|█████████▍| 31778/33666 [16:27<00:58, 32.17it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6529/8416 [00:53<00:15, 123.02it/s]
    Epoch 3:  94%|█████████▍| 31779/33666 [16:27<00:58, 32.17it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6530/8416 [00:53<00:15, 123.02it/s]
    Epoch 3:  94%|█████████▍| 31780/33666 [16:27<00:58, 32.17it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6531/8416 [00:53<00:15, 123.02it/s]
    Epoch 3:  94%|█████████▍| 31781/33666 [16:27<00:58, 32.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6532/8416 [00:53<00:15, 123.02it/s]
    Epoch 3:  94%|█████████▍| 31782/33666 [16:27<00:58, 32.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6533/8416 [00:53<00:15, 123.02it/s]
    Epoch 3:  94%|█████████▍| 31783/33666 [16:27<00:58, 32.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6534/8416 [00:53<00:15, 123.02it/s]
    Epoch 3:  94%|█████████▍| 31784/33666 [16:27<00:58, 32.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6535/8416 [00:53<00:15, 123.02it/s]
    Epoch 3:  94%|█████████▍| 31785/33666 [16:27<00:58, 32.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6536/8416 [00:53<00:15, 123.02it/s]
    Epoch 3:  94%|█████████▍| 31786/33666 [16:27<00:58, 32.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6537/8416 [00:53<00:15, 123.02it/s]
    Epoch 3:  94%|█████████▍| 31787/33666 [16:27<00:58, 32.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6538/8416 [00:53<00:15, 123.02it/s]
    Epoch 3:  94%|█████████▍| 31788/33666 [16:27<00:58, 32.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6539/8416 [00:53<00:15, 123.02it/s]
    Epoch 3:  94%|█████████▍| 31789/33666 [16:27<00:58, 32.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6540/8416 [00:53<00:15, 123.02it/s]
    Epoch 3:  94%|█████████▍| 31790/33666 [16:27<00:58, 32.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6541/8416 [00:53<00:15, 123.02it/s]
    Epoch 3:  94%|█████████▍| 31791/33666 [16:27<00:58, 32.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6542/8416 [00:53<00:15, 123.02it/s]
    Epoch 3:  94%|█████████▍| 31792/33666 [16:27<00:58, 32.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6543/8416 [00:53<00:15, 123.02it/s]
    Epoch 3:  94%|█████████▍| 31793/33666 [16:27<00:58, 32.18it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6544/8416 [00:53<00:15, 123.02it/s]
    Epoch 3:  94%|█████████▍| 31794/33666 [16:27<00:58, 32.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6545/8416 [00:53<00:15, 123.02it/s]
    Epoch 3:  94%|█████████▍| 31795/33666 [16:27<00:58, 32.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6546/8416 [00:53<00:15, 123.02it/s]
    Epoch 3:  94%|█████████▍| 31796/33666 [16:27<00:58, 32.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6547/8416 [00:53<00:15, 123.02it/s]
    Epoch 3:  94%|█████████▍| 31797/33666 [16:27<00:58, 32.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6548/8416 [00:53<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31798/33666 [16:27<00:58, 32.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6549/8416 [00:53<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31799/33666 [16:27<00:58, 32.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6550/8416 [00:53<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31800/33666 [16:27<00:57, 32.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6551/8416 [00:53<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31801/33666 [16:27<00:57, 32.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6552/8416 [00:53<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31802/33666 [16:27<00:57, 32.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6553/8416 [00:53<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31803/33666 [16:27<00:57, 32.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6554/8416 [00:53<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31804/33666 [16:27<00:57, 32.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6555/8416 [00:53<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31805/33666 [16:27<00:57, 32.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6556/8416 [00:53<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31806/33666 [16:27<00:57, 32.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6557/8416 [00:53<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31807/33666 [16:27<00:57, 32.19it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6558/8416 [00:53<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31808/33666 [16:27<00:57, 32.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6559/8416 [00:53<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31809/33666 [16:27<00:57, 32.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6560/8416 [00:53<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31810/33666 [16:27<00:57, 32.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6561/8416 [00:53<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31811/33666 [16:27<00:57, 32.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6562/8416 [00:53<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31812/33666 [16:27<00:57, 32.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6563/8416 [00:53<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31813/33666 [16:28<00:57, 32.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6564/8416 [00:53<00:15, 123.03it/s]
    Epoch 3:  94%|█████████▍| 31814/33666 [16:28<00:57, 32.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6565/8416 [00:53<00:15, 123.03it/s]
    Epoch 3:  95%|█████████▍| 31815/33666 [16:28<00:57, 32.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6566/8416 [00:53<00:15, 123.03it/s]
    Epoch 3:  95%|█████████▍| 31816/33666 [16:28<00:57, 32.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6567/8416 [00:53<00:15, 123.03it/s]
    Epoch 3:  95%|█████████▍| 31817/33666 [16:28<00:57, 32.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6568/8416 [00:53<00:15, 123.03it/s]
    Epoch 3:  95%|█████████▍| 31818/33666 [16:28<00:57, 32.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6569/8416 [00:53<00:15, 123.03it/s]
    Epoch 3:  95%|█████████▍| 31819/33666 [16:28<00:57, 32.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6570/8416 [00:53<00:15, 123.03it/s]
    Epoch 3:  95%|█████████▍| 31820/33666 [16:28<00:57, 32.20it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6571/8416 [00:53<00:14, 123.03it/s]
    Epoch 3:  95%|█████████▍| 31821/33666 [16:28<00:57, 32.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6572/8416 [00:53<00:14, 123.03it/s]
    Epoch 3:  95%|█████████▍| 31822/33666 [16:28<00:57, 32.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6573/8416 [00:53<00:14, 123.03it/s]
    Epoch 3:  95%|█████████▍| 31823/33666 [16:28<00:57, 32.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6574/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31824/33666 [16:28<00:57, 32.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6575/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31825/33666 [16:28<00:57, 32.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6576/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31826/33666 [16:28<00:57, 32.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6577/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31827/33666 [16:28<00:57, 32.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6578/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31828/33666 [16:28<00:57, 32.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6579/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31829/33666 [16:28<00:57, 32.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6580/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31830/33666 [16:28<00:56, 32.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6581/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31831/33666 [16:28<00:56, 32.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6582/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31832/33666 [16:28<00:56, 32.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6583/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31833/33666 [16:28<00:56, 32.21it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6584/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31834/33666 [16:28<00:56, 32.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6585/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31835/33666 [16:28<00:56, 32.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6586/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31836/33666 [16:28<00:56, 32.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6587/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31837/33666 [16:28<00:56, 32.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6588/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31838/33666 [16:28<00:56, 32.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6589/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31839/33666 [16:28<00:56, 32.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6590/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31840/33666 [16:28<00:56, 32.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6591/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31841/33666 [16:28<00:56, 32.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6592/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31842/33666 [16:28<00:56, 32.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6593/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31843/33666 [16:28<00:56, 32.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6594/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31844/33666 [16:28<00:56, 32.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6595/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31845/33666 [16:28<00:56, 32.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6596/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31846/33666 [16:28<00:56, 32.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6597/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31847/33666 [16:28<00:56, 32.22it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6598/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31848/33666 [16:28<00:56, 32.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6599/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31849/33666 [16:28<00:56, 32.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6600/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31850/33666 [16:28<00:56, 32.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6601/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31851/33666 [16:28<00:56, 32.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6602/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31852/33666 [16:28<00:56, 32.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6603/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31853/33666 [16:28<00:56, 32.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6604/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31854/33666 [16:28<00:56, 32.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6605/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31855/33666 [16:28<00:56, 32.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6606/8416 [00:53<00:14, 123.05it/s]
    Epoch 3:  95%|█████████▍| 31856/33666 [16:28<00:56, 32.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6607/8416 [00:53<00:14, 123.05it/s]
    Epoch 3:  95%|█████████▍| 31857/33666 [16:28<00:56, 32.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6608/8416 [00:53<00:14, 123.05it/s]
    Epoch 3:  95%|█████████▍| 31858/33666 [16:28<00:56, 32.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6609/8416 [00:53<00:14, 123.05it/s]
    Epoch 3:  95%|█████████▍| 31859/33666 [16:28<00:56, 32.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6610/8416 [00:53<00:14, 123.05it/s]
    Epoch 3:  95%|█████████▍| 31860/33666 [16:28<00:56, 32.23it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6611/8416 [00:53<00:14, 123.05it/s]
    Epoch 3:  95%|█████████▍| 31861/33666 [16:28<00:55, 32.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6612/8416 [00:53<00:14, 123.05it/s]
    Epoch 3:  95%|█████████▍| 31862/33666 [16:28<00:55, 32.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6613/8416 [00:53<00:14, 123.05it/s]
    Epoch 3:  95%|█████████▍| 31863/33666 [16:28<00:55, 32.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6614/8416 [00:53<00:14, 123.05it/s]
    Epoch 3:  95%|█████████▍| 31864/33666 [16:28<00:55, 32.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6615/8416 [00:53<00:14, 123.05it/s]
    Epoch 3:  95%|█████████▍| 31865/33666 [16:28<00:55, 32.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6616/8416 [00:53<00:14, 123.05it/s]
    Epoch 3:  95%|█████████▍| 31866/33666 [16:28<00:55, 32.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6617/8416 [00:53<00:14, 123.05it/s]
    Epoch 3:  95%|█████████▍| 31867/33666 [16:28<00:55, 32.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6618/8416 [00:53<00:14, 123.05it/s]
    Epoch 3:  95%|█████████▍| 31868/33666 [16:28<00:55, 32.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6619/8416 [00:53<00:14, 123.05it/s]
    Epoch 3:  95%|█████████▍| 31869/33666 [16:28<00:55, 32.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6620/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31870/33666 [16:28<00:55, 32.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6621/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31871/33666 [16:28<00:55, 32.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6622/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31872/33666 [16:28<00:55, 32.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6623/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31873/33666 [16:28<00:55, 32.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6624/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31874/33666 [16:28<00:55, 32.24it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6625/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31875/33666 [16:28<00:55, 32.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6626/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31876/33666 [16:28<00:55, 32.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6627/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31877/33666 [16:28<00:55, 32.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6628/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31878/33666 [16:28<00:55, 32.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6629/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31879/33666 [16:28<00:55, 32.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6630/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31880/33666 [16:28<00:55, 32.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6631/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31881/33666 [16:28<00:55, 32.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6632/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31882/33666 [16:28<00:55, 32.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6633/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31883/33666 [16:28<00:55, 32.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6634/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31884/33666 [16:28<00:55, 32.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6635/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31885/33666 [16:28<00:55, 32.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6636/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31886/33666 [16:28<00:55, 32.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6637/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31887/33666 [16:28<00:55, 32.25it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6638/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31888/33666 [16:28<00:55, 32.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6639/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31889/33666 [16:28<00:55, 32.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6640/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31890/33666 [16:28<00:55, 32.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6641/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31891/33666 [16:28<00:55, 32.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6642/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31892/33666 [16:28<00:54, 32.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6643/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31893/33666 [16:28<00:54, 32.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6644/8416 [00:53<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31894/33666 [16:28<00:54, 32.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6645/8416 [00:54<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31895/33666 [16:28<00:54, 32.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6646/8416 [00:54<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31896/33666 [16:28<00:54, 32.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6647/8416 [00:54<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31897/33666 [16:28<00:54, 32.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6648/8416 [00:54<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31898/33666 [16:28<00:54, 32.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6649/8416 [00:54<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31899/33666 [16:28<00:54, 32.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6650/8416 [00:54<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31900/33666 [16:28<00:54, 32.26it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6651/8416 [00:54<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31901/33666 [16:28<00:54, 32.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6652/8416 [00:54<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31902/33666 [16:28<00:54, 32.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6653/8416 [00:54<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31903/33666 [16:28<00:54, 32.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6654/8416 [00:54<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31904/33666 [16:28<00:54, 32.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6655/8416 [00:54<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31905/33666 [16:28<00:54, 32.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6656/8416 [00:54<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31906/33666 [16:28<00:54, 32.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6657/8416 [00:54<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31907/33666 [16:28<00:54, 32.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6658/8416 [00:54<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31908/33666 [16:28<00:54, 32.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6659/8416 [00:54<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31909/33666 [16:28<00:54, 32.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6660/8416 [00:54<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31910/33666 [16:28<00:54, 32.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6661/8416 [00:54<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31911/33666 [16:28<00:54, 32.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6662/8416 [00:54<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31912/33666 [16:28<00:54, 32.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6663/8416 [00:54<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31913/33666 [16:28<00:54, 32.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6664/8416 [00:54<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31914/33666 [16:28<00:54, 32.27it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6665/8416 [00:54<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31915/33666 [16:28<00:54, 32.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6666/8416 [00:54<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31916/33666 [16:28<00:54, 32.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6667/8416 [00:54<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31917/33666 [16:28<00:54, 32.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6668/8416 [00:54<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31918/33666 [16:28<00:54, 32.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6669/8416 [00:54<00:14, 123.04it/s]
    Epoch 3:  95%|█████████▍| 31919/33666 [16:28<00:54, 32.28it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6670/8416 [00:54<00:14, 123.04it/s]
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    Validation DataLoader 0:  81%|████████▏ | 6849/8416 [00:55<00:12, 123.06it/s]
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    Validation DataLoader 0:  81%|████████▏ | 6850/8416 [00:55<00:12, 123.06it/s]
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    Validation DataLoader 0:  81%|████████▏ | 6851/8416 [00:55<00:12, 123.07it/s]
    Epoch 3:  95%|█████████▌| 32101/33666 [16:30<00:48, 32.41it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  81%|████████▏ | 6852/8416 [00:55<00:12, 123.07it/s]
    Epoch 3:  95%|█████████▌| 32102/33666 [16:30<00:48, 32.42it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  81%|████████▏ | 6853/8416 [00:55<00:12, 123.07it/s]
    Epoch 3:  95%|█████████▌| 32103/33666 [16:30<00:48, 32.42it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  81%|████████▏ | 6854/8416 [00:55<00:12, 123.07it/s]
    Epoch 3:  95%|█████████▌| 32104/33666 [16:30<00:48, 32.42it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  81%|████████▏ | 6855/8416 [00:55<00:12, 123.07it/s]
    Epoch 3:  95%|█████████▌| 32105/33666 [16:30<00:48, 32.42it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  81%|████████▏ | 6856/8416 [00:55<00:12, 123.07it/s]
    Epoch 3:  95%|█████████▌| 32106/33666 [16:30<00:48, 32.42it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  81%|████████▏ | 6857/8416 [00:55<00:12, 123.07it/s]
    Epoch 3:  95%|█████████▌| 32107/33666 [16:30<00:48, 32.42it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  81%|████████▏ | 6858/8416 [00:55<00:12, 123.07it/s]
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    Validation DataLoader 0:  81%|████████▏ | 6859/8416 [00:55<00:12, 123.07it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6860/8416 [00:55<00:12, 123.07it/s]
    Epoch 3:  95%|█████████▌| 32110/33666 [16:30<00:47, 32.42it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6861/8416 [00:55<00:12, 123.07it/s]
    Epoch 3:  95%|█████████▌| 32111/33666 [16:30<00:47, 32.42it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6862/8416 [00:55<00:12, 123.08it/s]
    Epoch 3:  95%|█████████▌| 32112/33666 [16:30<00:47, 32.42it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6863/8416 [00:55<00:12, 123.08it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6864/8416 [00:55<00:12, 123.08it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6865/8416 [00:55<00:12, 123.08it/s]
    Epoch 3:  95%|█████████▌| 32115/33666 [16:30<00:47, 32.43it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6866/8416 [00:55<00:12, 123.08it/s]
    Epoch 3:  95%|█████████▌| 32116/33666 [16:30<00:47, 32.43it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6867/8416 [00:55<00:12, 123.08it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6868/8416 [00:55<00:12, 123.08it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6869/8416 [00:55<00:12, 123.08it/s]
    Epoch 3:  95%|█████████▌| 32119/33666 [16:30<00:47, 32.43it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6870/8416 [00:55<00:12, 123.08it/s]
    Epoch 3:  95%|█████████▌| 32120/33666 [16:30<00:47, 32.43it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6871/8416 [00:55<00:12, 123.08it/s]
    Epoch 3:  95%|█████████▌| 32121/33666 [16:30<00:47, 32.43it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6872/8416 [00:55<00:12, 123.08it/s]
    Epoch 3:  95%|█████████▌| 32122/33666 [16:30<00:47, 32.43it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6873/8416 [00:55<00:12, 123.09it/s]
    Epoch 3:  95%|█████████▌| 32123/33666 [16:30<00:47, 32.43it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6874/8416 [00:55<00:12, 123.09it/s]
    Epoch 3:  95%|█████████▌| 32124/33666 [16:30<00:47, 32.43it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6875/8416 [00:55<00:12, 123.09it/s]
    Epoch 3:  95%|█████████▌| 32125/33666 [16:30<00:47, 32.43it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6876/8416 [00:55<00:12, 123.09it/s]
    Epoch 3:  95%|█████████▌| 32126/33666 [16:30<00:47, 32.43it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6877/8416 [00:55<00:12, 123.09it/s]
    Epoch 3:  95%|█████████▌| 32127/33666 [16:30<00:47, 32.43it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6878/8416 [00:55<00:12, 123.09it/s]
    Epoch 3:  95%|█████████▌| 32128/33666 [16:30<00:47, 32.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6879/8416 [00:55<00:12, 123.09it/s]
    Epoch 3:  95%|█████████▌| 32129/33666 [16:30<00:47, 32.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6880/8416 [00:55<00:12, 123.09it/s]
    Epoch 3:  95%|█████████▌| 32130/33666 [16:30<00:47, 32.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6881/8416 [00:55<00:12, 123.09it/s]
    Epoch 3:  95%|█████████▌| 32131/33666 [16:30<00:47, 32.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6882/8416 [00:55<00:12, 123.09it/s]
    Epoch 3:  95%|█████████▌| 32132/33666 [16:30<00:47, 32.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6883/8416 [00:55<00:12, 123.09it/s]
    Epoch 3:  95%|█████████▌| 32133/33666 [16:30<00:47, 32.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6884/8416 [00:55<00:12, 123.10it/s]
    Epoch 3:  95%|█████████▌| 32134/33666 [16:30<00:47, 32.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6885/8416 [00:55<00:12, 123.10it/s]
    Epoch 3:  95%|█████████▌| 32135/33666 [16:30<00:47, 32.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6886/8416 [00:55<00:12, 123.10it/s]
    Epoch 3:  95%|█████████▌| 32136/33666 [16:30<00:47, 32.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6887/8416 [00:55<00:12, 123.10it/s]
    Epoch 3:  95%|█████████▌| 32137/33666 [16:30<00:47, 32.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6888/8416 [00:55<00:12, 123.10it/s]
    Epoch 3:  95%|█████████▌| 32138/33666 [16:30<00:47, 32.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6889/8416 [00:55<00:12, 123.10it/s]
    Epoch 3:  95%|█████████▌| 32139/33666 [16:30<00:47, 32.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6890/8416 [00:55<00:12, 123.10it/s]
    Epoch 3:  95%|█████████▌| 32140/33666 [16:30<00:47, 32.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6891/8416 [00:55<00:12, 123.10it/s]
    Epoch 3:  95%|█████████▌| 32141/33666 [16:30<00:47, 32.44it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6892/8416 [00:55<00:12, 123.10it/s]
    Epoch 3:  95%|█████████▌| 32142/33666 [16:30<00:46, 32.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6893/8416 [00:55<00:12, 123.10it/s]
    Epoch 3:  95%|█████████▌| 32143/33666 [16:30<00:46, 32.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6894/8416 [00:56<00:12, 123.10it/s]
    Epoch 3:  95%|█████████▌| 32144/33666 [16:30<00:46, 32.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6895/8416 [00:56<00:12, 123.10it/s]
    Epoch 3:  95%|█████████▌| 32145/33666 [16:30<00:46, 32.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6896/8416 [00:56<00:12, 123.10it/s]
    Epoch 3:  95%|█████████▌| 32146/33666 [16:30<00:46, 32.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6897/8416 [00:56<00:12, 123.10it/s]
    Epoch 3:  95%|█████████▌| 32147/33666 [16:30<00:46, 32.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6898/8416 [00:56<00:12, 123.10it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6899/8416 [00:56<00:12, 123.11it/s]
    Epoch 3:  95%|█████████▌| 32149/33666 [16:30<00:46, 32.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6900/8416 [00:56<00:12, 123.11it/s]
    Epoch 3:  95%|█████████▌| 32150/33666 [16:30<00:46, 32.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6901/8416 [00:56<00:12, 123.11it/s]
    Epoch 3:  95%|█████████▌| 32151/33666 [16:30<00:46, 32.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6902/8416 [00:56<00:12, 123.11it/s]
    Epoch 3:  96%|█████████▌| 32152/33666 [16:30<00:46, 32.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6903/8416 [00:56<00:12, 123.11it/s]
    Epoch 3:  96%|█████████▌| 32153/33666 [16:30<00:46, 32.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6904/8416 [00:56<00:12, 123.11it/s]
    Epoch 3:  96%|█████████▌| 32154/33666 [16:30<00:46, 32.45it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6905/8416 [00:56<00:12, 123.11it/s]
    Epoch 3:  96%|█████████▌| 32155/33666 [16:30<00:46, 32.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6906/8416 [00:56<00:12, 123.11it/s]
    Epoch 3:  96%|█████████▌| 32156/33666 [16:30<00:46, 32.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6907/8416 [00:56<00:12, 123.11it/s]
    Epoch 3:  96%|█████████▌| 32157/33666 [16:30<00:46, 32.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6908/8416 [00:56<00:12, 123.11it/s]
    Epoch 3:  96%|█████████▌| 32158/33666 [16:30<00:46, 32.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6909/8416 [00:56<00:12, 123.11it/s]
    Epoch 3:  96%|█████████▌| 32159/33666 [16:30<00:46, 32.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6910/8416 [00:56<00:12, 123.12it/s]
    Epoch 3:  96%|█████████▌| 32160/33666 [16:30<00:46, 32.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6911/8416 [00:56<00:12, 123.12it/s]
    Epoch 3:  96%|█████████▌| 32161/33666 [16:30<00:46, 32.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6912/8416 [00:56<00:12, 123.12it/s]
    Epoch 3:  96%|█████████▌| 32162/33666 [16:30<00:46, 32.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6913/8416 [00:56<00:12, 123.12it/s]
    Epoch 3:  96%|█████████▌| 32163/33666 [16:30<00:46, 32.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6914/8416 [00:56<00:12, 123.12it/s]
    Epoch 3:  96%|█████████▌| 32164/33666 [16:30<00:46, 32.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6915/8416 [00:56<00:12, 123.12it/s]
    Epoch 3:  96%|█████████▌| 32165/33666 [16:30<00:46, 32.46it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6916/8416 [00:56<00:12, 123.12it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6917/8416 [00:56<00:12, 123.12it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6918/8416 [00:56<00:12, 123.12it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6919/8416 [00:56<00:12, 123.12it/s]
    Epoch 3:  96%|█████████▌| 32169/33666 [16:30<00:46, 32.47it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6920/8416 [00:56<00:12, 123.12it/s]
    Epoch 3:  96%|█████████▌| 32170/33666 [16:30<00:46, 32.47it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6921/8416 [00:56<00:12, 123.12it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6922/8416 [00:56<00:12, 123.12it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6924/8416 [00:56<00:12, 123.12it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6925/8416 [00:56<00:12, 123.12it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6926/8416 [00:56<00:12, 123.12it/s]
    Epoch 3:  96%|█████████▌| 32176/33666 [16:30<00:45, 32.47it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6927/8416 [00:56<00:12, 123.12it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6928/8416 [00:56<00:12, 123.12it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6933/8416 [00:56<00:12, 123.12it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6934/8416 [00:56<00:12, 123.13it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6935/8416 [00:56<00:12, 123.13it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6936/8416 [00:56<00:12, 123.13it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6937/8416 [00:56<00:12, 123.13it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6938/8416 [00:56<00:12, 123.13it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6939/8416 [00:56<00:11, 123.13it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6940/8416 [00:56<00:11, 123.13it/s]
    Epoch 3:  96%|█████████▌| 32190/33666 [16:31<00:45, 32.48it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6941/8416 [00:56<00:11, 123.13it/s]
    Epoch 3:  96%|█████████▌| 32191/33666 [16:31<00:45, 32.48it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6942/8416 [00:56<00:11, 123.13it/s]
    Epoch 3:  96%|█████████▌| 32192/33666 [16:31<00:45, 32.48it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6943/8416 [00:56<00:11, 123.13it/s]
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    Validation DataLoader 0:  83%|████████▎ | 6944/8416 [00:56<00:11, 123.13it/s]
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    Validation DataLoader 0:  83%|████████▎ | 6945/8416 [00:56<00:11, 123.13it/s]
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    Validation DataLoader 0:  83%|████████▎ | 6946/8416 [00:56<00:11, 123.14it/s]
    Epoch 3:  96%|█████████▌| 32196/33666 [16:31<00:45, 32.49it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6947/8416 [00:56<00:11, 123.14it/s]
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    Validation DataLoader 0:  83%|████████▎ | 6949/8416 [00:56<00:11, 123.14it/s]
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    Validation DataLoader 0:  83%|████████▎ | 6950/8416 [00:56<00:11, 123.14it/s]
    Epoch 3:  96%|█████████▌| 32200/33666 [16:31<00:45, 32.49it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6951/8416 [00:56<00:11, 123.14it/s]
    Epoch 3:  96%|█████████▌| 32201/33666 [16:31<00:45, 32.49it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6952/8416 [00:56<00:11, 123.14it/s]
    Epoch 3:  96%|█████████▌| 32202/33666 [16:31<00:45, 32.49it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6953/8416 [00:56<00:11, 123.14it/s]
    Epoch 3:  96%|█████████▌| 32203/33666 [16:31<00:45, 32.49it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6954/8416 [00:56<00:11, 123.14it/s]
    Epoch 3:  96%|█████████▌| 32204/33666 [16:31<00:44, 32.49it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6955/8416 [00:56<00:11, 123.14it/s]
    Epoch 3:  96%|█████████▌| 32205/33666 [16:31<00:44, 32.49it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6956/8416 [00:56<00:11, 123.14it/s]
    Epoch 3:  96%|█████████▌| 32206/33666 [16:31<00:44, 32.49it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6957/8416 [00:56<00:11, 123.15it/s]
    Epoch 3:  96%|█████████▌| 32207/33666 [16:31<00:44, 32.49it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6958/8416 [00:56<00:11, 123.15it/s]
    Epoch 3:  96%|█████████▌| 32208/33666 [16:31<00:44, 32.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6959/8416 [00:56<00:11, 123.15it/s]
    Epoch 3:  96%|█████████▌| 32209/33666 [16:31<00:44, 32.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6960/8416 [00:56<00:11, 123.15it/s]
    Epoch 3:  96%|█████████▌| 32210/33666 [16:31<00:44, 32.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6961/8416 [00:56<00:11, 123.15it/s]
    Epoch 3:  96%|█████████▌| 32211/33666 [16:31<00:44, 32.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6962/8416 [00:56<00:11, 123.15it/s]
    Epoch 3:  96%|█████████▌| 32212/33666 [16:31<00:44, 32.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6963/8416 [00:56<00:11, 123.15it/s]
    Epoch 3:  96%|█████████▌| 32213/33666 [16:31<00:44, 32.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6964/8416 [00:56<00:11, 123.15it/s]
    Epoch 3:  96%|█████████▌| 32214/33666 [16:31<00:44, 32.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6965/8416 [00:56<00:11, 123.15it/s]
    Epoch 3:  96%|█████████▌| 32215/33666 [16:31<00:44, 32.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6966/8416 [00:56<00:11, 123.15it/s]
    Epoch 3:  96%|█████████▌| 32216/33666 [16:31<00:44, 32.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6967/8416 [00:56<00:11, 123.15it/s]
    Epoch 3:  96%|█████████▌| 32217/33666 [16:31<00:44, 32.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6968/8416 [00:56<00:11, 123.15it/s]
    Epoch 3:  96%|█████████▌| 32218/33666 [16:31<00:44, 32.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6969/8416 [00:56<00:11, 123.16it/s]
    Epoch 3:  96%|█████████▌| 32219/33666 [16:31<00:44, 32.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6970/8416 [00:56<00:11, 123.16it/s]
    Epoch 3:  96%|█████████▌| 32220/33666 [16:31<00:44, 32.50it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6971/8416 [00:56<00:11, 123.16it/s]
    Epoch 3:  96%|█████████▌| 32221/33666 [16:31<00:44, 32.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6972/8416 [00:56<00:11, 123.16it/s]
    Epoch 3:  96%|█████████▌| 32222/33666 [16:31<00:44, 32.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6973/8416 [00:56<00:11, 123.16it/s]
    Epoch 3:  96%|█████████▌| 32223/33666 [16:31<00:44, 32.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6974/8416 [00:56<00:11, 123.16it/s]
    Epoch 3:  96%|█████████▌| 32224/33666 [16:31<00:44, 32.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6975/8416 [00:56<00:11, 123.16it/s]
    Epoch 3:  96%|█████████▌| 32225/33666 [16:31<00:44, 32.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6976/8416 [00:56<00:11, 123.16it/s]
    Epoch 3:  96%|█████████▌| 32226/33666 [16:31<00:44, 32.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6977/8416 [00:56<00:11, 123.16it/s]
    Epoch 3:  96%|█████████▌| 32227/33666 [16:31<00:44, 32.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6978/8416 [00:56<00:11, 123.16it/s]
    Epoch 3:  96%|█████████▌| 32228/33666 [16:31<00:44, 32.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6979/8416 [00:56<00:11, 123.16it/s]
    Epoch 3:  96%|█████████▌| 32229/33666 [16:31<00:44, 32.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6980/8416 [00:56<00:11, 123.16it/s]
    Epoch 3:  96%|█████████▌| 32230/33666 [16:31<00:44, 32.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6981/8416 [00:56<00:11, 123.16it/s]
    Epoch 3:  96%|█████████▌| 32231/33666 [16:31<00:44, 32.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6982/8416 [00:56<00:11, 123.16it/s]
    Epoch 3:  96%|█████████▌| 32232/33666 [16:31<00:44, 32.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6983/8416 [00:56<00:11, 123.17it/s]
    Epoch 3:  96%|█████████▌| 32233/33666 [16:31<00:44, 32.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6984/8416 [00:56<00:11, 123.17it/s]
    Epoch 3:  96%|█████████▌| 32234/33666 [16:31<00:44, 32.51it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6985/8416 [00:56<00:11, 123.17it/s]
    Epoch 3:  96%|█████████▌| 32235/33666 [16:31<00:44, 32.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6986/8416 [00:56<00:11, 123.17it/s]
    Epoch 3:  96%|█████████▌| 32236/33666 [16:31<00:43, 32.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6987/8416 [00:56<00:11, 123.17it/s]
    Epoch 3:  96%|█████████▌| 32237/33666 [16:31<00:43, 32.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6988/8416 [00:56<00:11, 123.17it/s]
    Epoch 3:  96%|█████████▌| 32238/33666 [16:31<00:43, 32.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6989/8416 [00:56<00:11, 123.17it/s]
    Epoch 3:  96%|█████████▌| 32239/33666 [16:31<00:43, 32.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6990/8416 [00:56<00:11, 123.17it/s]
    Epoch 3:  96%|█████████▌| 32240/33666 [16:31<00:43, 32.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6991/8416 [00:56<00:11, 123.17it/s]
    Epoch 3:  96%|█████████▌| 32241/33666 [16:31<00:43, 32.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6992/8416 [00:56<00:11, 123.17it/s]
    Epoch 3:  96%|█████████▌| 32242/33666 [16:31<00:43, 32.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6993/8416 [00:56<00:11, 123.17it/s]
    Epoch 3:  96%|█████████▌| 32243/33666 [16:31<00:43, 32.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6994/8416 [00:56<00:11, 123.17it/s]
    Epoch 3:  96%|█████████▌| 32244/33666 [16:31<00:43, 32.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6995/8416 [00:56<00:11, 123.18it/s]
    Epoch 3:  96%|█████████▌| 32245/33666 [16:31<00:43, 32.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6996/8416 [00:56<00:11, 123.18it/s]
    Epoch 3:  96%|█████████▌| 32246/33666 [16:31<00:43, 32.52it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6997/8416 [00:56<00:11, 123.18it/s]
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    Validation DataLoader 0:  83%|████████▎ | 6998/8416 [00:56<00:11, 123.18it/s]
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    Validation DataLoader 0:  83%|████████▎ | 6999/8416 [00:56<00:11, 123.18it/s]
    Epoch 3:  96%|█████████▌| 32249/33666 [16:31<00:43, 32.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7000/8416 [00:56<00:11, 123.18it/s]
    Epoch 3:  96%|█████████▌| 32250/33666 [16:31<00:43, 32.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7001/8416 [00:56<00:11, 123.18it/s]
    Epoch 3:  96%|█████████▌| 32251/33666 [16:31<00:43, 32.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7002/8416 [00:56<00:11, 123.18it/s]
    Epoch 3:  96%|█████████▌| 32252/33666 [16:31<00:43, 32.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7003/8416 [00:56<00:11, 123.18it/s]
    Epoch 3:  96%|█████████▌| 32253/33666 [16:31<00:43, 32.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7004/8416 [00:56<00:11, 123.18it/s]
    Epoch 3:  96%|█████████▌| 32254/33666 [16:31<00:43, 32.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7005/8416 [00:56<00:11, 123.18it/s]
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    Validation DataLoader 0:  83%|████████▎ | 7006/8416 [00:56<00:11, 123.18it/s]
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    Validation DataLoader 0:  83%|████████▎ | 7007/8416 [00:56<00:11, 123.19it/s]
    Epoch 3:  96%|█████████▌| 32257/33666 [16:31<00:43, 32.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7008/8416 [00:56<00:11, 123.19it/s]
    Epoch 3:  96%|█████████▌| 32258/33666 [16:31<00:43, 32.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7009/8416 [00:56<00:11, 123.19it/s]
    Epoch 3:  96%|█████████▌| 32259/33666 [16:31<00:43, 32.53it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7010/8416 [00:56<00:11, 123.19it/s]
    Epoch 3:  96%|█████████▌| 32260/33666 [16:31<00:43, 32.53it/s, loss=3.31, v_num=0]

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    Epoch 3:  96%|█████████▌| 32261/33666 [16:31<00:43, 32.54it/s, loss=3.31, v_num=0]

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    Validation DataLoader 0:  83%|████████▎ | 7015/8416 [00:56<00:11, 123.19it/s]
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    Validation DataLoader 0:  83%|████████▎ | 7016/8416 [00:56<00:11, 123.19it/s]
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    Validation DataLoader 0:  83%|████████▎ | 7021/8416 [00:56<00:11, 123.20it/s]
    Epoch 3:  96%|█████████▌| 32271/33666 [16:31<00:42, 32.54it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7022/8416 [00:56<00:11, 123.20it/s]
    Epoch 3:  96%|█████████▌| 32272/33666 [16:31<00:42, 32.54it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7023/8416 [00:57<00:11, 123.20it/s]
    Epoch 3:  96%|█████████▌| 32273/33666 [16:31<00:42, 32.54it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7024/8416 [00:57<00:11, 123.20it/s]
    Epoch 3:  96%|█████████▌| 32274/33666 [16:31<00:42, 32.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7025/8416 [00:57<00:11, 123.20it/s]
    Epoch 3:  96%|█████████▌| 32275/33666 [16:31<00:42, 32.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7026/8416 [00:57<00:11, 123.20it/s]
    Epoch 3:  96%|█████████▌| 32276/33666 [16:31<00:42, 32.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7027/8416 [00:57<00:11, 123.20it/s]
    Epoch 3:  96%|█████████▌| 32277/33666 [16:31<00:42, 32.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7028/8416 [00:57<00:11, 123.20it/s]
    Epoch 3:  96%|█████████▌| 32278/33666 [16:31<00:42, 32.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7029/8416 [00:57<00:11, 123.20it/s]
    Epoch 3:  96%|█████████▌| 32279/33666 [16:31<00:42, 32.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7030/8416 [00:57<00:11, 123.20it/s]
    Epoch 3:  96%|█████████▌| 32280/33666 [16:31<00:42, 32.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7031/8416 [00:57<00:11, 123.20it/s]
    Epoch 3:  96%|█████████▌| 32281/33666 [16:31<00:42, 32.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7032/8416 [00:57<00:11, 123.20it/s]
    Epoch 3:  96%|█████████▌| 32282/33666 [16:31<00:42, 32.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7033/8416 [00:57<00:11, 123.20it/s]
    Epoch 3:  96%|█████████▌| 32283/33666 [16:31<00:42, 32.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7034/8416 [00:57<00:11, 123.21it/s]
    Epoch 3:  96%|█████████▌| 32284/33666 [16:31<00:42, 32.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7035/8416 [00:57<00:11, 123.21it/s]
    Epoch 3:  96%|█████████▌| 32285/33666 [16:31<00:42, 32.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7036/8416 [00:57<00:11, 123.21it/s]
    Epoch 3:  96%|█████████▌| 32286/33666 [16:31<00:42, 32.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7037/8416 [00:57<00:11, 123.21it/s]
    Epoch 3:  96%|█████████▌| 32287/33666 [16:31<00:42, 32.55it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7038/8416 [00:57<00:11, 123.21it/s]
    Epoch 3:  96%|█████████▌| 32288/33666 [16:31<00:42, 32.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7039/8416 [00:57<00:11, 123.21it/s]
    Epoch 3:  96%|█████████▌| 32289/33666 [16:31<00:42, 32.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7040/8416 [00:57<00:11, 123.21it/s]
    Epoch 3:  96%|█████████▌| 32290/33666 [16:31<00:42, 32.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7041/8416 [00:57<00:11, 123.21it/s]
    Epoch 3:  96%|█████████▌| 32291/33666 [16:31<00:42, 32.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7042/8416 [00:57<00:11, 123.21it/s]
    Epoch 3:  96%|█████████▌| 32292/33666 [16:31<00:42, 32.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7043/8416 [00:57<00:11, 123.21it/s]
    Epoch 3:  96%|█████████▌| 32293/33666 [16:31<00:42, 32.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7044/8416 [00:57<00:11, 123.21it/s]
    Epoch 3:  96%|█████████▌| 32294/33666 [16:31<00:42, 32.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7045/8416 [00:57<00:11, 123.21it/s]
    Epoch 3:  96%|█████████▌| 32295/33666 [16:31<00:42, 32.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7046/8416 [00:57<00:11, 123.21it/s]
    Epoch 3:  96%|█████████▌| 32296/33666 [16:31<00:42, 32.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7047/8416 [00:57<00:11, 123.21it/s]
    Epoch 3:  96%|█████████▌| 32297/33666 [16:31<00:42, 32.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7048/8416 [00:57<00:11, 123.22it/s]
    Epoch 3:  96%|█████████▌| 32298/33666 [16:31<00:42, 32.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7049/8416 [00:57<00:11, 123.22it/s]
    Epoch 3:  96%|█████████▌| 32299/33666 [16:31<00:41, 32.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7050/8416 [00:57<00:11, 123.22it/s]
    Epoch 3:  96%|█████████▌| 32300/33666 [16:31<00:41, 32.56it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7051/8416 [00:57<00:11, 123.22it/s]
    Epoch 3:  96%|█████████▌| 32301/33666 [16:31<00:41, 32.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7052/8416 [00:57<00:11, 123.22it/s]
    Epoch 3:  96%|█████████▌| 32302/33666 [16:31<00:41, 32.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7053/8416 [00:57<00:11, 123.22it/s]
    Epoch 3:  96%|█████████▌| 32303/33666 [16:31<00:41, 32.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7054/8416 [00:57<00:11, 123.22it/s]
    Epoch 3:  96%|█████████▌| 32304/33666 [16:31<00:41, 32.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7055/8416 [00:57<00:11, 123.22it/s]
    Epoch 3:  96%|█████████▌| 32305/33666 [16:31<00:41, 32.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7056/8416 [00:57<00:11, 123.22it/s]
    Epoch 3:  96%|█████████▌| 32306/33666 [16:31<00:41, 32.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7057/8416 [00:57<00:11, 123.22it/s]
    Epoch 3:  96%|█████████▌| 32307/33666 [16:31<00:41, 32.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7058/8416 [00:57<00:11, 123.22it/s]
    Epoch 3:  96%|█████████▌| 32308/33666 [16:31<00:41, 32.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7059/8416 [00:57<00:11, 123.22it/s]
    Epoch 3:  96%|█████████▌| 32309/33666 [16:31<00:41, 32.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7060/8416 [00:57<00:11, 123.22it/s]
    Epoch 3:  96%|█████████▌| 32310/33666 [16:31<00:41, 32.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7061/8416 [00:57<00:10, 123.23it/s]
    Epoch 3:  96%|█████████▌| 32311/33666 [16:31<00:41, 32.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7062/8416 [00:57<00:10, 123.23it/s]
    Epoch 3:  96%|█████████▌| 32312/33666 [16:31<00:41, 32.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7063/8416 [00:57<00:10, 123.23it/s]
    Epoch 3:  96%|█████████▌| 32313/33666 [16:31<00:41, 32.57it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7064/8416 [00:57<00:10, 123.23it/s]
    Epoch 3:  96%|█████████▌| 32314/33666 [16:31<00:41, 32.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7065/8416 [00:57<00:10, 123.23it/s]
    Epoch 3:  96%|█████████▌| 32315/33666 [16:31<00:41, 32.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7066/8416 [00:57<00:10, 123.23it/s]
    Epoch 3:  96%|█████████▌| 32316/33666 [16:31<00:41, 32.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7067/8416 [00:57<00:10, 123.23it/s]
    Epoch 3:  96%|█████████▌| 32317/33666 [16:32<00:41, 32.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7068/8416 [00:57<00:10, 123.23it/s]
    Epoch 3:  96%|█████████▌| 32318/33666 [16:32<00:41, 32.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7069/8416 [00:57<00:10, 123.23it/s]
    Epoch 3:  96%|█████████▌| 32319/33666 [16:32<00:41, 32.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7070/8416 [00:57<00:10, 123.23it/s]
    Epoch 3:  96%|█████████▌| 32320/33666 [16:32<00:41, 32.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7071/8416 [00:57<00:10, 123.23it/s]
    Epoch 3:  96%|█████████▌| 32321/33666 [16:32<00:41, 32.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7072/8416 [00:57<00:10, 123.23it/s]
    Epoch 3:  96%|█████████▌| 32322/33666 [16:32<00:41, 32.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7073/8416 [00:57<00:10, 123.23it/s]
    Epoch 3:  96%|█████████▌| 32323/33666 [16:32<00:41, 32.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7074/8416 [00:57<00:10, 123.24it/s]
    Epoch 3:  96%|█████████▌| 32324/33666 [16:32<00:41, 32.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7075/8416 [00:57<00:10, 123.24it/s]
    Epoch 3:  96%|█████████▌| 32325/33666 [16:32<00:41, 32.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7076/8416 [00:57<00:10, 123.24it/s]
    Epoch 3:  96%|█████████▌| 32326/33666 [16:32<00:41, 32.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7077/8416 [00:57<00:10, 123.24it/s]
    Epoch 3:  96%|█████████▌| 32327/33666 [16:32<00:41, 32.58it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7078/8416 [00:57<00:10, 123.24it/s]
    Epoch 3:  96%|█████████▌| 32328/33666 [16:32<00:41, 32.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7079/8416 [00:57<00:10, 123.24it/s]
    Epoch 3:  96%|█████████▌| 32329/33666 [16:32<00:41, 32.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7080/8416 [00:57<00:10, 123.24it/s]
    Epoch 3:  96%|█████████▌| 32330/33666 [16:32<00:40, 32.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7081/8416 [00:57<00:10, 123.24it/s]
    Epoch 3:  96%|█████████▌| 32331/33666 [16:32<00:40, 32.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7082/8416 [00:57<00:10, 123.24it/s]
    Epoch 3:  96%|█████████▌| 32332/33666 [16:32<00:40, 32.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7083/8416 [00:57<00:10, 123.24it/s]
    Epoch 3:  96%|█████████▌| 32333/33666 [16:32<00:40, 32.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7084/8416 [00:57<00:10, 123.24it/s]
    Epoch 3:  96%|█████████▌| 32334/33666 [16:32<00:40, 32.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7085/8416 [00:57<00:10, 123.24it/s]
    Epoch 3:  96%|█████████▌| 32335/33666 [16:32<00:40, 32.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7086/8416 [00:57<00:10, 123.24it/s]
    Epoch 3:  96%|█████████▌| 32336/33666 [16:32<00:40, 32.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7087/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32337/33666 [16:32<00:40, 32.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7088/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32338/33666 [16:32<00:40, 32.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7089/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32339/33666 [16:32<00:40, 32.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7090/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32340/33666 [16:32<00:40, 32.59it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7091/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32341/33666 [16:32<00:40, 32.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7092/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32342/33666 [16:32<00:40, 32.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7093/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32343/33666 [16:32<00:40, 32.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7094/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32344/33666 [16:32<00:40, 32.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7095/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32345/33666 [16:32<00:40, 32.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7096/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32346/33666 [16:32<00:40, 32.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7097/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32347/33666 [16:32<00:40, 32.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7098/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32348/33666 [16:32<00:40, 32.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7099/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32349/33666 [16:32<00:40, 32.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7100/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32350/33666 [16:32<00:40, 32.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7101/8416 [00:57<00:10, 123.26it/s]
    Epoch 3:  96%|█████████▌| 32351/33666 [16:32<00:40, 32.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7102/8416 [00:57<00:10, 123.26it/s]
    Epoch 3:  96%|█████████▌| 32352/33666 [16:32<00:40, 32.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7103/8416 [00:57<00:10, 123.26it/s]
    Epoch 3:  96%|█████████▌| 32353/33666 [16:32<00:40, 32.60it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7104/8416 [00:57<00:10, 123.26it/s]
    Epoch 3:  96%|█████████▌| 32354/33666 [16:32<00:40, 32.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7105/8416 [00:57<00:10, 123.26it/s]
    Epoch 3:  96%|█████████▌| 32355/33666 [16:32<00:40, 32.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7106/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32356/33666 [16:32<00:40, 32.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7107/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32357/33666 [16:32<00:40, 32.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7108/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32358/33666 [16:32<00:40, 32.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7109/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32359/33666 [16:32<00:40, 32.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7110/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32360/33666 [16:32<00:40, 32.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7111/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32361/33666 [16:32<00:40, 32.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7112/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32362/33666 [16:32<00:39, 32.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7113/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32363/33666 [16:32<00:39, 32.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7114/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32364/33666 [16:32<00:39, 32.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7115/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32365/33666 [16:32<00:39, 32.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7116/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32366/33666 [16:32<00:39, 32.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7117/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32367/33666 [16:32<00:39, 32.61it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7118/8416 [00:57<00:10, 123.25it/s]
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    Validation DataLoader 0:  85%|████████▍ | 7119/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32369/33666 [16:32<00:39, 32.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7120/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32370/33666 [16:32<00:39, 32.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7121/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32371/33666 [16:32<00:39, 32.62it/s, loss=3.31, v_num=0]

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    Epoch 3:  96%|█████████▌| 32372/33666 [16:32<00:39, 32.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7123/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32373/33666 [16:32<00:39, 32.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7124/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32374/33666 [16:32<00:39, 32.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7125/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32375/33666 [16:32<00:39, 32.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7126/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32376/33666 [16:32<00:39, 32.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7127/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32377/33666 [16:32<00:39, 32.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7128/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32378/33666 [16:32<00:39, 32.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7129/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32379/33666 [16:32<00:39, 32.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7130/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32380/33666 [16:32<00:39, 32.62it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7131/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32381/33666 [16:32<00:39, 32.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7132/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32382/33666 [16:32<00:39, 32.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7133/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32383/33666 [16:32<00:39, 32.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7134/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32384/33666 [16:32<00:39, 32.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7135/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32385/33666 [16:32<00:39, 32.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7136/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32386/33666 [16:32<00:39, 32.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7137/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32387/33666 [16:32<00:39, 32.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7138/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32388/33666 [16:32<00:39, 32.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7139/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32389/33666 [16:32<00:39, 32.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7140/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32390/33666 [16:32<00:39, 32.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7141/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32391/33666 [16:32<00:39, 32.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7142/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32392/33666 [16:32<00:39, 32.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7143/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32393/33666 [16:32<00:39, 32.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7144/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32394/33666 [16:32<00:38, 32.63it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7145/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32395/33666 [16:32<00:38, 32.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7146/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32396/33666 [16:32<00:38, 32.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7147/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32397/33666 [16:32<00:38, 32.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7148/8416 [00:57<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32398/33666 [16:32<00:38, 32.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7149/8416 [00:58<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32399/33666 [16:32<00:38, 32.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7150/8416 [00:58<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32400/33666 [16:32<00:38, 32.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7151/8416 [00:58<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32401/33666 [16:32<00:38, 32.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7152/8416 [00:58<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32402/33666 [16:32<00:38, 32.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7153/8416 [00:58<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▌| 32403/33666 [16:32<00:38, 32.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7154/8416 [00:58<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32404/33666 [16:32<00:38, 32.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7155/8416 [00:58<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32405/33666 [16:32<00:38, 32.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7156/8416 [00:58<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32406/33666 [16:32<00:38, 32.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7157/8416 [00:58<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32407/33666 [16:32<00:38, 32.64it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7158/8416 [00:58<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32408/33666 [16:32<00:38, 32.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7159/8416 [00:58<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32409/33666 [16:32<00:38, 32.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7160/8416 [00:58<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32410/33666 [16:32<00:38, 32.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7161/8416 [00:58<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32411/33666 [16:32<00:38, 32.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7162/8416 [00:58<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32412/33666 [16:32<00:38, 32.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7163/8416 [00:58<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32413/33666 [16:32<00:38, 32.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7164/8416 [00:58<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32414/33666 [16:32<00:38, 32.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7165/8416 [00:58<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32415/33666 [16:32<00:38, 32.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7166/8416 [00:58<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32416/33666 [16:32<00:38, 32.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7167/8416 [00:58<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32417/33666 [16:32<00:38, 32.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7168/8416 [00:58<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32418/33666 [16:32<00:38, 32.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7169/8416 [00:58<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32419/33666 [16:32<00:38, 32.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7170/8416 [00:58<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32420/33666 [16:32<00:38, 32.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7171/8416 [00:58<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32421/33666 [16:32<00:38, 32.65it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7172/8416 [00:58<00:10, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32422/33666 [16:32<00:38, 32.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7173/8416 [00:58<00:10, 123.24it/s]
    Epoch 3:  96%|█████████▋| 32423/33666 [16:32<00:38, 32.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7174/8416 [00:58<00:10, 123.24it/s]
    Epoch 3:  96%|█████████▋| 32424/33666 [16:32<00:38, 32.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7175/8416 [00:58<00:10, 123.24it/s]
    Epoch 3:  96%|█████████▋| 32425/33666 [16:32<00:38, 32.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7176/8416 [00:58<00:10, 123.24it/s]
    Epoch 3:  96%|█████████▋| 32426/33666 [16:32<00:37, 32.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7177/8416 [00:58<00:10, 123.24it/s]
    Epoch 3:  96%|█████████▋| 32427/33666 [16:32<00:37, 32.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7178/8416 [00:58<00:10, 123.24it/s]
    Epoch 3:  96%|█████████▋| 32428/33666 [16:32<00:37, 32.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7179/8416 [00:58<00:10, 123.24it/s]
    Epoch 3:  96%|█████████▋| 32429/33666 [16:32<00:37, 32.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7180/8416 [00:58<00:10, 123.24it/s]
    Epoch 3:  96%|█████████▋| 32430/33666 [16:32<00:37, 32.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7181/8416 [00:58<00:10, 123.24it/s]
    Epoch 3:  96%|█████████▋| 32431/33666 [16:32<00:37, 32.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7182/8416 [00:58<00:10, 123.24it/s]
    Epoch 3:  96%|█████████▋| 32432/33666 [16:32<00:37, 32.66it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7183/8416 [00:58<00:10, 123.24it/s]
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    Validation DataLoader 0:  85%|████████▌ | 7184/8416 [00:58<00:09, 123.24it/s]
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    Validation DataLoader 0:  85%|████████▌ | 7185/8416 [00:58<00:09, 123.24it/s]
    Epoch 3:  96%|█████████▋| 32435/33666 [16:32<00:37, 32.67it/s, loss=3.31, v_num=0]

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    Validation DataLoader 0:  85%|████████▌ | 7188/8416 [00:58<00:09, 123.25it/s]
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    Validation DataLoader 0:  85%|████████▌ | 7189/8416 [00:58<00:09, 123.25it/s]
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    Validation DataLoader 0:  85%|████████▌ | 7190/8416 [00:58<00:09, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32440/33666 [16:32<00:37, 32.67it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7191/8416 [00:58<00:09, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32441/33666 [16:33<00:37, 32.67it/s, loss=3.31, v_num=0]

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    Epoch 3:  96%|█████████▋| 32442/33666 [16:33<00:37, 32.67it/s, loss=3.31, v_num=0]

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    Validation DataLoader 0:  86%|████████▌ | 7196/8416 [00:58<00:09, 123.25it/s]
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    Validation DataLoader 0:  86%|████████▌ | 7197/8416 [00:58<00:09, 123.25it/s]
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    Validation DataLoader 0:  86%|████████▌ | 7198/8416 [00:58<00:09, 123.25it/s]
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    Validation DataLoader 0:  86%|████████▌ | 7199/8416 [00:58<00:09, 123.25it/s]
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    Validation DataLoader 0:  86%|████████▌ | 7200/8416 [00:58<00:09, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32450/33666 [16:33<00:37, 32.68it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7201/8416 [00:58<00:09, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32451/33666 [16:33<00:37, 32.68it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7202/8416 [00:58<00:09, 123.24it/s]
    Epoch 3:  96%|█████████▋| 32452/33666 [16:33<00:37, 32.68it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7203/8416 [00:58<00:09, 123.24it/s]
    Epoch 3:  96%|█████████▋| 32453/33666 [16:33<00:37, 32.68it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7204/8416 [00:58<00:09, 123.24it/s]
    Epoch 3:  96%|█████████▋| 32454/33666 [16:33<00:37, 32.68it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7205/8416 [00:58<00:09, 123.24it/s]
    Epoch 3:  96%|█████████▋| 32455/33666 [16:33<00:37, 32.68it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7206/8416 [00:58<00:09, 123.24it/s]
    Epoch 3:  96%|█████████▋| 32456/33666 [16:33<00:37, 32.68it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7207/8416 [00:58<00:09, 123.24it/s]
    Epoch 3:  96%|█████████▋| 32457/33666 [16:33<00:36, 32.68it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7208/8416 [00:58<00:09, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32458/33666 [16:33<00:36, 32.68it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7209/8416 [00:58<00:09, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32459/33666 [16:33<00:36, 32.68it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7210/8416 [00:58<00:09, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32460/33666 [16:33<00:36, 32.68it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7211/8416 [00:58<00:09, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32461/33666 [16:33<00:36, 32.68it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7212/8416 [00:58<00:09, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32462/33666 [16:33<00:36, 32.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7213/8416 [00:58<00:09, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32463/33666 [16:33<00:36, 32.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7214/8416 [00:58<00:09, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32464/33666 [16:33<00:36, 32.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7215/8416 [00:58<00:09, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32465/33666 [16:33<00:36, 32.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7216/8416 [00:58<00:09, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32466/33666 [16:33<00:36, 32.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7217/8416 [00:58<00:09, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32467/33666 [16:33<00:36, 32.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7218/8416 [00:58<00:09, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32468/33666 [16:33<00:36, 32.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7219/8416 [00:58<00:09, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32469/33666 [16:33<00:36, 32.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7220/8416 [00:58<00:09, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32470/33666 [16:33<00:36, 32.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7221/8416 [00:58<00:09, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32471/33666 [16:33<00:36, 32.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7222/8416 [00:58<00:09, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32472/33666 [16:33<00:36, 32.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7223/8416 [00:58<00:09, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32473/33666 [16:33<00:36, 32.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7224/8416 [00:58<00:09, 123.26it/s]
    Epoch 3:  96%|█████████▋| 32474/33666 [16:33<00:36, 32.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7225/8416 [00:58<00:09, 123.26it/s]
    Epoch 3:  96%|█████████▋| 32475/33666 [16:33<00:36, 32.69it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7226/8416 [00:58<00:09, 123.26it/s]
    Epoch 3:  96%|█████████▋| 32476/33666 [16:33<00:36, 32.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7227/8416 [00:58<00:09, 123.26it/s]
    Epoch 3:  96%|█████████▋| 32477/33666 [16:33<00:36, 32.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7228/8416 [00:58<00:09, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32478/33666 [16:33<00:36, 32.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7229/8416 [00:58<00:09, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32479/33666 [16:33<00:36, 32.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7230/8416 [00:58<00:09, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32480/33666 [16:33<00:36, 32.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7231/8416 [00:58<00:09, 123.26it/s]
    Epoch 3:  96%|█████████▋| 32481/33666 [16:33<00:36, 32.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7232/8416 [00:58<00:09, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32482/33666 [16:33<00:36, 32.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7233/8416 [00:58<00:09, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32483/33666 [16:33<00:36, 32.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7234/8416 [00:58<00:09, 123.26it/s]
    Epoch 3:  96%|█████████▋| 32484/33666 [16:33<00:36, 32.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7235/8416 [00:58<00:09, 123.26it/s]
    Epoch 3:  96%|█████████▋| 32485/33666 [16:33<00:36, 32.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7236/8416 [00:58<00:09, 123.26it/s]
    Epoch 3:  96%|█████████▋| 32486/33666 [16:33<00:36, 32.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7237/8416 [00:58<00:09, 123.25it/s]
    Epoch 3:  96%|█████████▋| 32487/33666 [16:33<00:36, 32.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7238/8416 [00:58<00:09, 123.25it/s]
    Epoch 3:  97%|█████████▋| 32488/33666 [16:33<00:36, 32.70it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7239/8416 [00:58<00:09, 123.25it/s]
    Epoch 3:  97%|█████████▋| 32489/33666 [16:33<00:35, 32.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7240/8416 [00:58<00:09, 123.25it/s]
    Epoch 3:  97%|█████████▋| 32490/33666 [16:33<00:35, 32.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7241/8416 [00:58<00:09, 123.25it/s]
    Epoch 3:  97%|█████████▋| 32491/33666 [16:33<00:35, 32.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7242/8416 [00:58<00:09, 123.26it/s]
    Epoch 3:  97%|█████████▋| 32492/33666 [16:33<00:35, 32.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7243/8416 [00:58<00:09, 123.26it/s]
    Epoch 3:  97%|█████████▋| 32493/33666 [16:33<00:35, 32.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7244/8416 [00:58<00:09, 123.24it/s]
    Epoch 3:  97%|█████████▋| 32494/33666 [16:33<00:35, 32.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7245/8416 [00:58<00:09, 123.24it/s]
    Epoch 3:  97%|█████████▋| 32495/33666 [16:33<00:35, 32.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7246/8416 [00:58<00:09, 123.25it/s]
    Epoch 3:  97%|█████████▋| 32496/33666 [16:33<00:35, 32.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7247/8416 [00:58<00:09, 123.25it/s]
    Epoch 3:  97%|█████████▋| 32497/33666 [16:33<00:35, 32.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7248/8416 [00:58<00:09, 123.25it/s]
    Epoch 3:  97%|█████████▋| 32498/33666 [16:33<00:35, 32.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7249/8416 [00:58<00:09, 123.25it/s]
    Epoch 3:  97%|█████████▋| 32499/33666 [16:33<00:35, 32.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7250/8416 [00:58<00:09, 123.25it/s]
    Epoch 3:  97%|█████████▋| 32500/33666 [16:33<00:35, 32.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7251/8416 [00:58<00:09, 123.25it/s]
    Epoch 3:  97%|█████████▋| 32501/33666 [16:33<00:35, 32.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7252/8416 [00:58<00:09, 123.24it/s]
    Epoch 3:  97%|█████████▋| 32502/33666 [16:33<00:35, 32.71it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7253/8416 [00:58<00:09, 123.24it/s]
    Epoch 3:  97%|█████████▋| 32503/33666 [16:33<00:35, 32.72it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7254/8416 [00:58<00:09, 123.24it/s]
    Epoch 3:  97%|█████████▋| 32504/33666 [16:33<00:35, 32.72it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7255/8416 [00:58<00:09, 123.24it/s]
    Epoch 3:  97%|█████████▋| 32505/33666 [16:33<00:35, 32.72it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7256/8416 [00:58<00:09, 123.24it/s]
    Epoch 3:  97%|█████████▋| 32506/33666 [16:33<00:35, 32.72it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7257/8416 [00:58<00:09, 123.24it/s]
    Epoch 3:  97%|█████████▋| 32507/33666 [16:33<00:35, 32.72it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7258/8416 [00:58<00:09, 123.24it/s]
    Epoch 3:  97%|█████████▋| 32508/33666 [16:33<00:35, 32.72it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7259/8416 [00:58<00:09, 123.24it/s]
    Epoch 3:  97%|█████████▋| 32509/33666 [16:33<00:35, 32.72it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7260/8416 [00:58<00:09, 123.24it/s]
    Epoch 3:  97%|█████████▋| 32510/33666 [16:33<00:35, 32.72it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7261/8416 [00:58<00:09, 123.24it/s]
    Epoch 3:  97%|█████████▋| 32511/33666 [16:33<00:35, 32.72it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7262/8416 [00:58<00:09, 123.24it/s]
    Epoch 3:  97%|█████████▋| 32512/33666 [16:33<00:35, 32.72it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7263/8416 [00:58<00:09, 123.24it/s]
    Epoch 3:  97%|█████████▋| 32513/33666 [16:33<00:35, 32.72it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7264/8416 [00:58<00:09, 123.24it/s]
    Epoch 3:  97%|█████████▋| 32514/33666 [16:33<00:35, 32.72it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7265/8416 [00:58<00:09, 123.24it/s]
    Epoch 3:  97%|█████████▋| 32515/33666 [16:33<00:35, 32.72it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7266/8416 [00:58<00:09, 123.24it/s]
    Epoch 3:  97%|█████████▋| 32516/33666 [16:33<00:35, 32.72it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7267/8416 [00:58<00:09, 123.24it/s]
    Epoch 3:  97%|█████████▋| 32517/33666 [16:33<00:35, 32.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7268/8416 [00:58<00:09, 123.24it/s]
    Epoch 3:  97%|█████████▋| 32518/33666 [16:33<00:35, 32.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7269/8416 [00:58<00:09, 123.24it/s]
    Epoch 3:  97%|█████████▋| 32519/33666 [16:33<00:35, 32.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7270/8416 [00:58<00:09, 123.24it/s]
    Epoch 3:  97%|█████████▋| 32520/33666 [16:33<00:35, 32.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7271/8416 [00:58<00:09, 123.24it/s]
    Epoch 3:  97%|█████████▋| 32521/33666 [16:33<00:34, 32.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7272/8416 [00:59<00:09, 123.24it/s]
    Epoch 3:  97%|█████████▋| 32522/33666 [16:33<00:34, 32.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7273/8416 [00:59<00:09, 123.24it/s]
    Epoch 3:  97%|█████████▋| 32523/33666 [16:33<00:34, 32.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7274/8416 [00:59<00:09, 123.24it/s]
    Epoch 3:  97%|█████████▋| 32524/33666 [16:33<00:34, 32.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7275/8416 [00:59<00:09, 123.24it/s]
    Epoch 3:  97%|█████████▋| 32525/33666 [16:33<00:34, 32.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7276/8416 [00:59<00:09, 123.24it/s]
    Epoch 3:  97%|█████████▋| 32526/33666 [16:33<00:34, 32.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7277/8416 [00:59<00:09, 123.24it/s]
    Epoch 3:  97%|█████████▋| 32527/33666 [16:33<00:34, 32.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7278/8416 [00:59<00:09, 123.24it/s]
    Epoch 3:  97%|█████████▋| 32528/33666 [16:33<00:34, 32.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7279/8416 [00:59<00:09, 123.24it/s]
    Epoch 3:  97%|█████████▋| 32529/33666 [16:33<00:34, 32.73it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7280/8416 [00:59<00:09, 123.25it/s]
    Epoch 3:  97%|█████████▋| 32530/33666 [16:33<00:34, 32.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7281/8416 [00:59<00:09, 123.25it/s]
    Epoch 3:  97%|█████████▋| 32531/33666 [16:33<00:34, 32.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7282/8416 [00:59<00:09, 123.25it/s]
    Epoch 3:  97%|█████████▋| 32532/33666 [16:33<00:34, 32.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7283/8416 [00:59<00:09, 123.25it/s]
    Epoch 3:  97%|█████████▋| 32533/33666 [16:33<00:34, 32.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7284/8416 [00:59<00:09, 123.25it/s]
    Epoch 3:  97%|█████████▋| 32534/33666 [16:33<00:34, 32.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7285/8416 [00:59<00:09, 123.25it/s]
    Epoch 3:  97%|█████████▋| 32535/33666 [16:33<00:34, 32.74it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7286/8416 [00:59<00:09, 123.25it/s]
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    Validation DataLoader 0:  87%|████████▋ | 7287/8416 [00:59<00:09, 123.25it/s]
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    Validation DataLoader 0:  87%|████████▋ | 7288/8416 [00:59<00:09, 123.25it/s]
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    Validation DataLoader 0:  87%|████████▋ | 7289/8416 [00:59<00:09, 123.25it/s]
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    Validation DataLoader 0:  87%|████████▋ | 7290/8416 [00:59<00:09, 123.25it/s]
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    Validation DataLoader 0:  87%|████████▋ | 7291/8416 [00:59<00:09, 123.25it/s]
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    Validation DataLoader 0:  87%|████████▋ | 7292/8416 [00:59<00:09, 123.25it/s]
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    Validation DataLoader 0:  87%|████████▋ | 7293/8416 [00:59<00:09, 123.25it/s]
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    Validation DataLoader 0:  87%|████████▋ | 7294/8416 [00:59<00:09, 123.25it/s]
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    Validation DataLoader 0:  87%|████████▋ | 7295/8416 [00:59<00:09, 123.25it/s]
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    Validation DataLoader 0:  87%|████████▋ | 7296/8416 [00:59<00:09, 123.25it/s]
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    Validation DataLoader 0:  87%|████████▋ | 7299/8416 [00:59<00:09, 123.26it/s]
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    Epoch 3:  97%|█████████▋| 32550/33666 [16:33<00:34, 32.75it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7301/8416 [00:59<00:09, 123.26it/s]
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    Validation DataLoader 0:  87%|████████▋ | 7302/8416 [00:59<00:09, 123.26it/s]
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    Validation DataLoader 0:  87%|████████▋ | 7303/8416 [00:59<00:09, 123.26it/s]
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    Validation DataLoader 0:  87%|████████▋ | 7304/8416 [00:59<00:09, 123.26it/s]
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    Validation DataLoader 0:  87%|████████▋ | 7305/8416 [00:59<00:09, 123.26it/s]
    Epoch 3:  97%|█████████▋| 32555/33666 [16:33<00:33, 32.75it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7306/8416 [00:59<00:09, 123.26it/s]
    Epoch 3:  97%|█████████▋| 32556/33666 [16:33<00:33, 32.75it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7307/8416 [00:59<00:08, 123.26it/s]
    Epoch 3:  97%|█████████▋| 32557/33666 [16:33<00:33, 32.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7308/8416 [00:59<00:08, 123.26it/s]
    Epoch 3:  97%|█████████▋| 32558/33666 [16:33<00:33, 32.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7309/8416 [00:59<00:08, 123.26it/s]
    Epoch 3:  97%|█████████▋| 32559/33666 [16:33<00:33, 32.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7310/8416 [00:59<00:08, 123.26it/s]
    Epoch 3:  97%|█████████▋| 32560/33666 [16:33<00:33, 32.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7311/8416 [00:59<00:08, 123.26it/s]
    Epoch 3:  97%|█████████▋| 32561/33666 [16:33<00:33, 32.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7312/8416 [00:59<00:08, 123.26it/s]
    Epoch 3:  97%|█████████▋| 32562/33666 [16:33<00:33, 32.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7313/8416 [00:59<00:08, 123.26it/s]
    Epoch 3:  97%|█████████▋| 32563/33666 [16:33<00:33, 32.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7314/8416 [00:59<00:08, 123.26it/s]
    Epoch 3:  97%|█████████▋| 32564/33666 [16:33<00:33, 32.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7315/8416 [00:59<00:08, 123.26it/s]
    Epoch 3:  97%|█████████▋| 32565/33666 [16:34<00:33, 32.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7316/8416 [00:59<00:08, 123.26it/s]
    Epoch 3:  97%|█████████▋| 32566/33666 [16:34<00:33, 32.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7317/8416 [00:59<00:08, 123.26it/s]
    Epoch 3:  97%|█████████▋| 32567/33666 [16:34<00:33, 32.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7318/8416 [00:59<00:08, 123.26it/s]
    Epoch 3:  97%|█████████▋| 32568/33666 [16:34<00:33, 32.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7319/8416 [00:59<00:08, 123.26it/s]
    Epoch 3:  97%|█████████▋| 32569/33666 [16:34<00:33, 32.76it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7320/8416 [00:59<00:08, 123.26it/s]
    Epoch 3:  97%|█████████▋| 32570/33666 [16:34<00:33, 32.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7321/8416 [00:59<00:08, 123.26it/s]
    Epoch 3:  97%|█████████▋| 32571/33666 [16:34<00:33, 32.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7322/8416 [00:59<00:08, 123.26it/s]
    Epoch 3:  97%|█████████▋| 32572/33666 [16:34<00:33, 32.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7323/8416 [00:59<00:08, 123.26it/s]
    Epoch 3:  97%|█████████▋| 32573/33666 [16:34<00:33, 32.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7324/8416 [00:59<00:08, 123.26it/s]
    Epoch 3:  97%|█████████▋| 32574/33666 [16:34<00:33, 32.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7325/8416 [00:59<00:08, 123.26it/s]
    Epoch 3:  97%|█████████▋| 32575/33666 [16:34<00:33, 32.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7326/8416 [00:59<00:08, 123.26it/s]
    Epoch 3:  97%|█████████▋| 32576/33666 [16:34<00:33, 32.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7327/8416 [00:59<00:08, 123.26it/s]
    Epoch 3:  97%|█████████▋| 32577/33666 [16:34<00:33, 32.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7328/8416 [00:59<00:08, 123.26it/s]
    Epoch 3:  97%|█████████▋| 32578/33666 [16:34<00:33, 32.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7329/8416 [00:59<00:08, 123.26it/s]
    Epoch 3:  97%|█████████▋| 32579/33666 [16:34<00:33, 32.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7330/8416 [00:59<00:08, 123.26it/s]
    Epoch 3:  97%|█████████▋| 32580/33666 [16:34<00:33, 32.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7331/8416 [00:59<00:08, 123.26it/s]
    Epoch 3:  97%|█████████▋| 32581/33666 [16:34<00:33, 32.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7332/8416 [00:59<00:08, 123.26it/s]
    Epoch 3:  97%|█████████▋| 32582/33666 [16:34<00:33, 32.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7333/8416 [00:59<00:08, 123.26it/s]
    Epoch 3:  97%|█████████▋| 32583/33666 [16:34<00:33, 32.77it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7334/8416 [00:59<00:08, 123.26it/s]
    Epoch 3:  97%|█████████▋| 32584/33666 [16:34<00:33, 32.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7335/8416 [00:59<00:08, 123.26it/s]
    Epoch 3:  97%|█████████▋| 32585/33666 [16:34<00:32, 32.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7336/8416 [00:59<00:08, 123.26it/s]
    Epoch 3:  97%|█████████▋| 32586/33666 [16:34<00:32, 32.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7337/8416 [00:59<00:08, 123.26it/s]
    Epoch 3:  97%|█████████▋| 32587/33666 [16:34<00:32, 32.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7338/8416 [00:59<00:08, 123.26it/s]
    Epoch 3:  97%|█████████▋| 32588/33666 [16:34<00:32, 32.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7339/8416 [00:59<00:08, 123.26it/s]
    Epoch 3:  97%|█████████▋| 32589/33666 [16:34<00:32, 32.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7340/8416 [00:59<00:08, 123.26it/s]
    Epoch 3:  97%|█████████▋| 32590/33666 [16:34<00:32, 32.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7341/8416 [00:59<00:08, 123.26it/s]
    Epoch 3:  97%|█████████▋| 32591/33666 [16:34<00:32, 32.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7342/8416 [00:59<00:08, 123.27it/s]
    Epoch 3:  97%|█████████▋| 32592/33666 [16:34<00:32, 32.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7343/8416 [00:59<00:08, 123.27it/s]
    Epoch 3:  97%|█████████▋| 32593/33666 [16:34<00:32, 32.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7344/8416 [00:59<00:08, 123.27it/s]
    Epoch 3:  97%|█████████▋| 32594/33666 [16:34<00:32, 32.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7345/8416 [00:59<00:08, 123.27it/s]
    Epoch 3:  97%|█████████▋| 32595/33666 [16:34<00:32, 32.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7346/8416 [00:59<00:08, 123.27it/s]
    Epoch 3:  97%|█████████▋| 32596/33666 [16:34<00:32, 32.78it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7347/8416 [00:59<00:08, 123.27it/s]
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    Validation DataLoader 0:  87%|████████▋ | 7348/8416 [00:59<00:08, 123.27it/s]
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    Validation DataLoader 0:  87%|████████▋ | 7349/8416 [00:59<00:08, 123.27it/s]
    Epoch 3:  97%|█████████▋| 32599/33666 [16:34<00:32, 32.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7350/8416 [00:59<00:08, 123.27it/s]
    Epoch 3:  97%|█████████▋| 32600/33666 [16:34<00:32, 32.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7351/8416 [00:59<00:08, 123.27it/s]
    Epoch 3:  97%|█████████▋| 32601/33666 [16:34<00:32, 32.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7352/8416 [00:59<00:08, 123.27it/s]
    Epoch 3:  97%|█████████▋| 32602/33666 [16:34<00:32, 32.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7353/8416 [00:59<00:08, 123.27it/s]
    Epoch 3:  97%|█████████▋| 32603/33666 [16:34<00:32, 32.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7354/8416 [00:59<00:08, 123.27it/s]
    Epoch 3:  97%|█████████▋| 32604/33666 [16:34<00:32, 32.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7355/8416 [00:59<00:08, 123.27it/s]
    Epoch 3:  97%|█████████▋| 32605/33666 [16:34<00:32, 32.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7356/8416 [00:59<00:08, 123.27it/s]
    Epoch 3:  97%|█████████▋| 32606/33666 [16:34<00:32, 32.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7357/8416 [00:59<00:08, 123.28it/s]
    Epoch 3:  97%|█████████▋| 32607/33666 [16:34<00:32, 32.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7358/8416 [00:59<00:08, 123.28it/s]
    Epoch 3:  97%|█████████▋| 32608/33666 [16:34<00:32, 32.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7359/8416 [00:59<00:08, 123.28it/s]
    Epoch 3:  97%|█████████▋| 32609/33666 [16:34<00:32, 32.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7360/8416 [00:59<00:08, 123.28it/s]
    Epoch 3:  97%|█████████▋| 32610/33666 [16:34<00:32, 32.79it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7361/8416 [00:59<00:08, 123.28it/s]
    Epoch 3:  97%|█████████▋| 32611/33666 [16:34<00:32, 32.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7362/8416 [00:59<00:08, 123.28it/s]
    Epoch 3:  97%|█████████▋| 32612/33666 [16:34<00:32, 32.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7363/8416 [00:59<00:08, 123.28it/s]
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    Validation DataLoader 0:  88%|████████▊ | 7364/8416 [00:59<00:08, 123.28it/s]
    Epoch 3:  97%|█████████▋| 32614/33666 [16:34<00:32, 32.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7365/8416 [00:59<00:08, 123.28it/s]
    Epoch 3:  97%|█████████▋| 32615/33666 [16:34<00:32, 32.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7366/8416 [00:59<00:08, 123.28it/s]
    Epoch 3:  97%|█████████▋| 32616/33666 [16:34<00:32, 32.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7367/8416 [00:59<00:08, 123.28it/s]
    Epoch 3:  97%|█████████▋| 32617/33666 [16:34<00:31, 32.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7368/8416 [00:59<00:08, 123.28it/s]
    Epoch 3:  97%|█████████▋| 32618/33666 [16:34<00:31, 32.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7369/8416 [00:59<00:08, 123.28it/s]
    Epoch 3:  97%|█████████▋| 32619/33666 [16:34<00:31, 32.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7370/8416 [00:59<00:08, 123.28it/s]
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    Validation DataLoader 0:  88%|████████▊ | 7371/8416 [00:59<00:08, 123.28it/s]
    Epoch 3:  97%|█████████▋| 32621/33666 [16:34<00:31, 32.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7372/8416 [00:59<00:08, 123.28it/s]
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    Validation DataLoader 0:  88%|████████▊ | 7373/8416 [00:59<00:08, 123.28it/s]
    Epoch 3:  97%|█████████▋| 32623/33666 [16:34<00:31, 32.80it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7374/8416 [00:59<00:08, 123.28it/s]
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    Validation DataLoader 0:  88%|████████▊ | 7375/8416 [00:59<00:08, 123.29it/s]
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    Validation DataLoader 0:  88%|████████▊ | 7379/8416 [00:59<00:08, 123.29it/s]
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    Validation DataLoader 0:  88%|████████▊ | 7381/8416 [00:59<00:08, 123.29it/s]
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    Validation DataLoader 0:  88%|████████▊ | 7388/8416 [00:59<00:08, 123.29it/s]
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    Validation DataLoader 0:  88%|████████▊ | 7391/8416 [00:59<00:08, 123.30it/s]
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    Validation DataLoader 0:  88%|████████▊ | 7392/8416 [00:59<00:08, 123.30it/s]
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    Validation DataLoader 0:  88%|████████▊ | 7393/8416 [00:59<00:08, 123.30it/s]
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    Validation DataLoader 0:  88%|████████▊ | 7394/8416 [00:59<00:08, 123.30it/s]
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    Validation DataLoader 0:  88%|████████▊ | 7395/8416 [00:59<00:08, 123.30it/s]
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    Validation DataLoader 0:  88%|████████▊ | 7396/8416 [00:59<00:08, 123.30it/s]
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    Validation DataLoader 0:  88%|████████▊ | 7397/8416 [00:59<00:08, 123.30it/s]
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    Validation DataLoader 0:  88%|████████▊ | 7398/8416 [01:00<00:08, 123.30it/s]
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    Validation DataLoader 0:  88%|████████▊ | 7399/8416 [01:00<00:08, 123.30it/s]
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    Validation DataLoader 0:  88%|████████▊ | 7400/8416 [01:00<00:08, 123.30it/s]
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    Validation DataLoader 0:  88%|████████▊ | 7401/8416 [01:00<00:08, 123.30it/s]
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    Validation DataLoader 0:  88%|████████▊ | 7402/8416 [01:00<00:08, 123.30it/s]
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    Validation DataLoader 0:  88%|████████▊ | 7403/8416 [01:00<00:08, 123.30it/s]
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    Validation DataLoader 0:  88%|████████▊ | 7404/8416 [01:00<00:08, 123.30it/s]
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    Validation DataLoader 0:  88%|████████▊ | 7405/8416 [01:00<00:08, 123.30it/s]
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    Validation DataLoader 0:  88%|████████▊ | 7406/8416 [01:00<00:08, 123.30it/s]
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    Validation DataLoader 0:  88%|████████▊ | 7407/8416 [01:00<00:08, 123.31it/s]
    Epoch 3:  97%|█████████▋| 32657/33666 [16:34<00:30, 32.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7408/8416 [01:00<00:08, 123.31it/s]
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    Validation DataLoader 0:  88%|████████▊ | 7409/8416 [01:00<00:08, 123.31it/s]
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    Validation DataLoader 0:  88%|████████▊ | 7410/8416 [01:00<00:08, 123.31it/s]
    Epoch 3:  97%|█████████▋| 32660/33666 [16:34<00:30, 32.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7411/8416 [01:00<00:08, 123.31it/s]
    Epoch 3:  97%|█████████▋| 32661/33666 [16:34<00:30, 32.83it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7412/8416 [01:00<00:08, 123.31it/s]
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    Validation DataLoader 0:  88%|████████▊ | 7413/8416 [01:00<00:08, 123.31it/s]
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    Validation DataLoader 0:  88%|████████▊ | 7414/8416 [01:00<00:08, 123.31it/s]
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    Validation DataLoader 0:  88%|████████▊ | 7415/8416 [01:00<00:08, 123.31it/s]
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    Validation DataLoader 0:  88%|████████▊ | 7416/8416 [01:00<00:08, 123.31it/s]
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    Validation DataLoader 0:  88%|████████▊ | 7418/8416 [01:00<00:08, 123.31it/s]
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    Validation DataLoader 0:  88%|████████▊ | 7419/8416 [01:00<00:08, 123.31it/s]
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    Validation DataLoader 0:  88%|████████▊ | 7420/8416 [01:00<00:08, 123.31it/s]
    Epoch 3:  97%|█████████▋| 32670/33666 [16:34<00:30, 32.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7421/8416 [01:00<00:08, 123.31it/s]
    Epoch 3:  97%|█████████▋| 32671/33666 [16:34<00:30, 32.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7422/8416 [01:00<00:08, 123.31it/s]
    Epoch 3:  97%|█████████▋| 32672/33666 [16:34<00:30, 32.84it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  88%|████████▊ | 7423/8416 [01:00<00:08, 123.31it/s]
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    Validation DataLoader 0:  88%|████████▊ | 7433/8416 [01:00<00:07, 123.31it/s]
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    Validation DataLoader 0:  88%|████████▊ | 7441/8416 [01:00<00:07, 123.31it/s]
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    Validation DataLoader 0:  89%|████████▊ | 7463/8416 [01:00<00:07, 123.32it/s]
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    Validation DataLoader 0:  89%|████████▊ | 7464/8416 [01:00<00:07, 123.32it/s]
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    Validation DataLoader 0:  89%|████████▊ | 7465/8416 [01:00<00:07, 123.32it/s]
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    Validation DataLoader 0:  89%|████████▊ | 7466/8416 [01:00<00:07, 123.32it/s]
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    Validation DataLoader 0:  89%|████████▊ | 7467/8416 [01:00<00:07, 123.32it/s]
    Epoch 3:  97%|█████████▋| 32717/33666 [16:35<00:28, 32.87it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▊ | 7468/8416 [01:00<00:07, 123.32it/s]
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    Validation DataLoader 0:  89%|████████▊ | 7469/8416 [01:00<00:07, 123.32it/s]
    Epoch 3:  97%|█████████▋| 32719/33666 [16:35<00:28, 32.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7470/8416 [01:00<00:07, 123.32it/s]
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    Validation DataLoader 0:  89%|████████▉ | 7471/8416 [01:00<00:07, 123.32it/s]
    Epoch 3:  97%|█████████▋| 32721/33666 [16:35<00:28, 32.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7472/8416 [01:00<00:07, 123.32it/s]
    Epoch 3:  97%|█████████▋| 32722/33666 [16:35<00:28, 32.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7473/8416 [01:00<00:07, 123.32it/s]
    Epoch 3:  97%|█████████▋| 32723/33666 [16:35<00:28, 32.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7474/8416 [01:00<00:07, 123.32it/s]
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    Validation DataLoader 0:  89%|████████▉ | 7475/8416 [01:00<00:07, 123.32it/s]
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    Validation DataLoader 0:  89%|████████▉ | 7476/8416 [01:00<00:07, 123.32it/s]
    Epoch 3:  97%|█████████▋| 32726/33666 [16:35<00:28, 32.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7477/8416 [01:00<00:07, 123.32it/s]
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    Validation DataLoader 0:  89%|████████▉ | 7478/8416 [01:00<00:07, 123.32it/s]
    Epoch 3:  97%|█████████▋| 32728/33666 [16:35<00:28, 32.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7479/8416 [01:00<00:07, 123.32it/s]
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    Validation DataLoader 0:  89%|████████▉ | 7480/8416 [01:00<00:07, 123.32it/s]
    Epoch 3:  97%|█████████▋| 32730/33666 [16:35<00:28, 32.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7481/8416 [01:00<00:07, 123.33it/s]
    Epoch 3:  97%|█████████▋| 32731/33666 [16:35<00:28, 32.88it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7482/8416 [01:00<00:07, 123.33it/s]
    Epoch 3:  97%|█████████▋| 32732/33666 [16:35<00:28, 32.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7483/8416 [01:00<00:07, 123.33it/s]
    Epoch 3:  97%|█████████▋| 32733/33666 [16:35<00:28, 32.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7484/8416 [01:00<00:07, 123.33it/s]
    Epoch 3:  97%|█████████▋| 32734/33666 [16:35<00:28, 32.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7485/8416 [01:00<00:07, 123.33it/s]
    Epoch 3:  97%|█████████▋| 32735/33666 [16:35<00:28, 32.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7486/8416 [01:00<00:07, 123.33it/s]
    Epoch 3:  97%|█████████▋| 32736/33666 [16:35<00:28, 32.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7487/8416 [01:00<00:07, 123.33it/s]
    Epoch 3:  97%|█████████▋| 32737/33666 [16:35<00:28, 32.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7488/8416 [01:00<00:07, 123.33it/s]
    Epoch 3:  97%|█████████▋| 32738/33666 [16:35<00:28, 32.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7489/8416 [01:00<00:07, 123.33it/s]
    Epoch 3:  97%|█████████▋| 32739/33666 [16:35<00:28, 32.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7490/8416 [01:00<00:07, 123.33it/s]
    Epoch 3:  97%|█████████▋| 32740/33666 [16:35<00:28, 32.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7491/8416 [01:00<00:07, 123.33it/s]
    Epoch 3:  97%|█████████▋| 32741/33666 [16:35<00:28, 32.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7492/8416 [01:00<00:07, 123.33it/s]
    Epoch 3:  97%|█████████▋| 32742/33666 [16:35<00:28, 32.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7493/8416 [01:00<00:07, 123.33it/s]
    Epoch 3:  97%|█████████▋| 32743/33666 [16:35<00:28, 32.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7494/8416 [01:00<00:07, 123.33it/s]
    Epoch 3:  97%|█████████▋| 32744/33666 [16:35<00:28, 32.89it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7495/8416 [01:00<00:07, 123.33it/s]
    Epoch 3:  97%|█████████▋| 32745/33666 [16:35<00:27, 32.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7496/8416 [01:00<00:07, 123.33it/s]
    Epoch 3:  97%|█████████▋| 32746/33666 [16:35<00:27, 32.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7497/8416 [01:00<00:07, 123.33it/s]
    Epoch 3:  97%|█████████▋| 32747/33666 [16:35<00:27, 32.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7498/8416 [01:00<00:07, 123.33it/s]
    Epoch 3:  97%|█████████▋| 32748/33666 [16:35<00:27, 32.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7499/8416 [01:00<00:07, 123.33it/s]
    Epoch 3:  97%|█████████▋| 32749/33666 [16:35<00:27, 32.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7500/8416 [01:00<00:07, 123.33it/s]
    Epoch 3:  97%|█████████▋| 32750/33666 [16:35<00:27, 32.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7501/8416 [01:00<00:07, 123.33it/s]
    Epoch 3:  97%|█████████▋| 32751/33666 [16:35<00:27, 32.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7502/8416 [01:00<00:07, 123.33it/s]
    Epoch 3:  97%|█████████▋| 32752/33666 [16:35<00:27, 32.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7503/8416 [01:00<00:07, 123.33it/s]
    Epoch 3:  97%|█████████▋| 32753/33666 [16:35<00:27, 32.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7504/8416 [01:00<00:07, 123.34it/s]
    Epoch 3:  97%|█████████▋| 32754/33666 [16:35<00:27, 32.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7505/8416 [01:00<00:07, 123.34it/s]
    Epoch 3:  97%|█████████▋| 32755/33666 [16:35<00:27, 32.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7506/8416 [01:00<00:07, 123.34it/s]
    Epoch 3:  97%|█████████▋| 32756/33666 [16:35<00:27, 32.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7507/8416 [01:00<00:07, 123.34it/s]
    Epoch 3:  97%|█████████▋| 32757/33666 [16:35<00:27, 32.90it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7508/8416 [01:00<00:07, 123.34it/s]
    Epoch 3:  97%|█████████▋| 32758/33666 [16:35<00:27, 32.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7509/8416 [01:00<00:07, 123.34it/s]
    Epoch 3:  97%|█████████▋| 32759/33666 [16:35<00:27, 32.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7510/8416 [01:00<00:07, 123.34it/s]
    Epoch 3:  97%|█████████▋| 32760/33666 [16:35<00:27, 32.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7511/8416 [01:00<00:07, 123.34it/s]
    Epoch 3:  97%|█████████▋| 32761/33666 [16:35<00:27, 32.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7512/8416 [01:00<00:07, 123.34it/s]
    Epoch 3:  97%|█████████▋| 32762/33666 [16:35<00:27, 32.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7513/8416 [01:00<00:07, 123.34it/s]
    Epoch 3:  97%|█████████▋| 32763/33666 [16:35<00:27, 32.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7514/8416 [01:00<00:07, 123.34it/s]
    Epoch 3:  97%|█████████▋| 32764/33666 [16:35<00:27, 32.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7515/8416 [01:00<00:07, 123.34it/s]
    Epoch 3:  97%|█████████▋| 32765/33666 [16:35<00:27, 32.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7516/8416 [01:00<00:07, 123.34it/s]
    Epoch 3:  97%|█████████▋| 32766/33666 [16:35<00:27, 32.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7517/8416 [01:00<00:07, 123.34it/s]
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    Validation DataLoader 0:  89%|████████▉ | 7518/8416 [01:00<00:07, 123.34it/s]
    Epoch 3:  97%|█████████▋| 32768/33666 [16:35<00:27, 32.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7519/8416 [01:00<00:07, 123.34it/s]
    Epoch 3:  97%|█████████▋| 32769/33666 [16:35<00:27, 32.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7520/8416 [01:00<00:07, 123.34it/s]
    Epoch 3:  97%|█████████▋| 32770/33666 [16:35<00:27, 32.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7521/8416 [01:00<00:07, 123.34it/s]
    Epoch 3:  97%|█████████▋| 32771/33666 [16:35<00:27, 32.91it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7522/8416 [01:00<00:07, 123.34it/s]
    Epoch 3:  97%|█████████▋| 32772/33666 [16:35<00:27, 32.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7523/8416 [01:00<00:07, 123.34it/s]
    Epoch 3:  97%|█████████▋| 32773/33666 [16:35<00:27, 32.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7524/8416 [01:00<00:07, 123.35it/s]
    Epoch 3:  97%|█████████▋| 32774/33666 [16:35<00:27, 32.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7525/8416 [01:01<00:07, 123.35it/s]
    Epoch 3:  97%|█████████▋| 32775/33666 [16:35<00:27, 32.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7526/8416 [01:01<00:07, 123.35it/s]
    Epoch 3:  97%|█████████▋| 32776/33666 [16:35<00:27, 32.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7527/8416 [01:01<00:07, 123.35it/s]
    Epoch 3:  97%|█████████▋| 32777/33666 [16:35<00:27, 32.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7528/8416 [01:01<00:07, 123.35it/s]
    Epoch 3:  97%|█████████▋| 32778/33666 [16:35<00:26, 32.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7529/8416 [01:01<00:07, 123.35it/s]
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    Validation DataLoader 0:  89%|████████▉ | 7530/8416 [01:01<00:07, 123.35it/s]
    Epoch 3:  97%|█████████▋| 32780/33666 [16:35<00:26, 32.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7531/8416 [01:01<00:07, 123.35it/s]
    Epoch 3:  97%|█████████▋| 32781/33666 [16:35<00:26, 32.92it/s, loss=3.31, v_num=0]

    Validation DataLoader 0:  89%|████████▉ | 7532/8416 [01:01<00:07, 123.35it/s]
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    Validation DataLoader 0:  92%|█████████▏| 7754/8416 [01:02<00:05, 123.38it/s]
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    Validation DataLoader 0:  92%|█████████▏| 7757/8416 [01:02<00:05, 123.38it/s]
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    Validation DataLoader 0:  92%|█████████▏| 7758/8416 [01:02<00:05, 123.38it/s]
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    Validation DataLoader 0:  92%|█████████▏| 7771/8416 [01:02<00:05, 123.38it/s]
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    Validation DataLoader 0:  92%|█████████▏| 7772/8416 [01:02<00:05, 123.38it/s]
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    Validation DataLoader 0:  92%|█████████▏| 7773/8416 [01:02<00:05, 123.38it/s]
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    Validation DataLoader 0:  92%|█████████▏| 7774/8416 [01:03<00:05, 123.38it/s]
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    Validation DataLoader 0:  93%|█████████▎| 7841/8416 [01:03<00:04, 123.39it/s]
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    Validation DataLoader 0:  93%|█████████▎| 7852/8416 [01:03<00:04, 123.39it/s]
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    Validation DataLoader 0:  93%|█████████▎| 7853/8416 [01:03<00:04, 123.39it/s]
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    Validation DataLoader 0:  93%|█████████▎| 7854/8416 [01:03<00:04, 123.39it/s]
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    Validation DataLoader 0:  93%|█████████▎| 7856/8416 [01:03<00:04, 123.39it/s]
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    Validation DataLoader 0:  93%|█████████▎| 7857/8416 [01:03<00:04, 123.39it/s]
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    Validation DataLoader 0:  93%|█████████▎| 7858/8416 [01:03<00:04, 123.39it/s]
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    Validation DataLoader 0:  93%|█████████▎| 7859/8416 [01:03<00:04, 123.39it/s]
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    Validation DataLoader 0:  93%|█████████▎| 7860/8416 [01:03<00:04, 123.39it/s]
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    Validation DataLoader 0:  93%|█████████▎| 7861/8416 [01:03<00:04, 123.39it/s]
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    Validation DataLoader 0:  93%|█████████▎| 7862/8416 [01:03<00:04, 123.39it/s]
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    Validation DataLoader 0:  94%|█████████▎| 7878/8416 [01:03<00:04, 123.38it/s]
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    Epoch 3: 100%|██████████| 33666/33666 [16:42<00:00, 33.57it/s, loss=3.31, v_num=0]
    Epoch 3:   0%|          | 0/33666 [00:00<?, ?it/s, loss=3.31, v_num=0]            
    Epoch 4:   0%|          | 0/33666 [00:00<?, ?it/s, loss=3.31, v_num=0]
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    Epoch 4:   2%|▏         | 566/33666 [00:21<21:01, 26.23it/s, loss=3.08, v_num=0]
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    Epoch 4:   2%|▏         | 567/33666 [00:21<21:01, 26.24it/s, loss=3.09, v_num=0]
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    Epoch 4:   2%|▏         | 569/33666 [00:21<21:01, 26.24it/s, loss=3.11, v_num=0]
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    Epoch 4:   2%|▏         | 571/33666 [00:21<21:00, 26.25it/s, loss=3.04, v_num=0]
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    Epoch 4:   2%|▏         | 572/33666 [00:21<21:01, 26.24it/s, loss=2.95, v_num=0]
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    Epoch 4:   2%|▏         | 578/33666 [00:22<20:59, 26.26it/s, loss=2.96, v_num=0]
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    Epoch 4:   2%|▏         | 579/33666 [00:22<20:59, 26.26it/s, loss=2.94, v_num=0]
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    Epoch 4:   2%|▏         | 581/33666 [00:22<20:59, 26.27it/s, loss=3.21, v_num=0]
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    Epoch 4:   2%|▏         | 582/33666 [00:22<20:59, 26.27it/s, loss=3.25, v_num=0]
    Epoch 4:   2%|▏         | 583/33666 [00:22<20:59, 26.28it/s, loss=3.25, v_num=0]
    Epoch 4:   2%|▏         | 583/33666 [00:22<20:59, 26.28it/s, loss=3.28, v_num=0]
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    Epoch 4:   2%|▏         | 584/33666 [00:22<20:58, 26.28it/s, loss=3.17, v_num=0]
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    Epoch 4:   2%|▏         | 586/33666 [00:22<20:58, 26.28it/s, loss=3.08, v_num=0]
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    Epoch 4:   2%|▏         | 588/33666 [00:22<20:58, 26.29it/s, loss=3.04, v_num=0]
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    Epoch 4:   2%|▏         | 589/33666 [00:22<20:58, 26.29it/s, loss=3.11, v_num=0]
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    Epoch 4:   2%|▏         | 591/33666 [00:22<20:57, 26.30it/s, loss=3.11, v_num=0]
    Epoch 4:   2%|▏         | 592/33666 [00:22<20:57, 26.30it/s, loss=3.11, v_num=0]
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    Epoch 4:   2%|▏         | 596/33666 [00:22<20:56, 26.31it/s, loss=3.22, v_num=0]
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    Epoch 4:   2%|▏         | 597/33666 [00:22<20:56, 26.31it/s, loss=3.19, v_num=0]
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    Epoch 4:   2%|▏         | 651/33666 [00:24<20:51, 26.39it/s, loss=3.48, v_num=0]
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    Epoch 4:   2%|▏         | 654/33666 [00:24<20:51, 26.39it/s, loss=3.32, v_num=0]
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    Epoch 4:   2%|▏         | 656/33666 [00:24<20:50, 26.39it/s, loss=3.15, v_num=0]
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    Epoch 4:   2%|▏         | 657/33666 [00:24<20:50, 26.39it/s, loss=3.08, v_num=0]
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    Epoch 4:   2%|▏         | 664/33666 [00:25<20:50, 26.40it/s, loss=3.16, v_num=0]
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    Epoch 4:   2%|▏         | 665/33666 [00:25<20:50, 26.40it/s, loss=3.2, v_num=0] 
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    Epoch 4:   2%|▏         | 667/33666 [00:25<20:50, 26.39it/s, loss=3.15, v_num=0]
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    Epoch 4:   2%|▏         | 669/33666 [00:25<20:50, 26.39it/s, loss=3.24, v_num=0]
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    Epoch 4:   2%|▏         | 670/33666 [00:25<20:50, 26.39it/s, loss=3.39, v_num=0]
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    Epoch 4:   2%|▏         | 671/33666 [00:25<20:50, 26.39it/s, loss=3.34, v_num=0]
    Epoch 4:   2%|▏         | 672/33666 [00:25<20:50, 26.39it/s, loss=3.34, v_num=0]
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    Epoch 4:   2%|▏         | 674/33666 [00:25<20:50, 26.39it/s, loss=3.3, v_num=0] 
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    Epoch 4:   2%|▏         | 676/33666 [00:25<20:49, 26.40it/s, loss=3.37, v_num=0]
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    Epoch 4:   2%|▏         | 678/33666 [00:25<20:49, 26.40it/s, loss=3.5, v_num=0]
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    Epoch 4:   2%|▏         | 711/33666 [00:26<20:45, 26.45it/s, loss=3.15, v_num=0]
    Epoch 4:   2%|▏         | 712/33666 [00:26<20:45, 26.45it/s, loss=3.15, v_num=0]
    Epoch 4:   2%|▏         | 712/33666 [00:26<20:45, 26.45it/s, loss=3.18, v_num=0]
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    Epoch 4:   2%|▏         | 714/33666 [00:26<20:45, 26.46it/s, loss=3.11, v_num=0]
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    Epoch 4:   2%|▏         | 716/33666 [00:27<20:45, 26.46it/s, loss=3.15, v_num=0]
    Epoch 4:   2%|▏         | 717/33666 [00:27<20:45, 26.46it/s, loss=3.15, v_num=0]
    Epoch 4:   2%|▏         | 717/33666 [00:27<20:45, 26.46it/s, loss=3.18, v_num=0]
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    Epoch 4:   2%|▏         | 718/33666 [00:27<20:44, 26.47it/s, loss=3.21, v_num=0]
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    Epoch 4:   2%|▏         | 719/33666 [00:27<20:45, 26.46it/s, loss=3.19, v_num=0]
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    Epoch 4:   2%|▏         | 720/33666 [00:27<20:45, 26.46it/s, loss=3.18, v_num=0]
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    Epoch 4:   2%|▏         | 721/33666 [00:27<20:44, 26.46it/s, loss=3.19, v_num=0]
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    Epoch 4:   2%|▏         | 723/33666 [00:27<20:44, 26.47it/s, loss=3.14, v_num=0]
    Epoch 4:   2%|▏         | 724/33666 [00:27<20:44, 26.47it/s, loss=3.14, v_num=0]
    Epoch 4:   2%|▏         | 724/33666 [00:27<20:44, 26.47it/s, loss=3.12, v_num=0]
    Epoch 4:   2%|▏         | 725/33666 [00:27<20:44, 26.47it/s, loss=3.12, v_num=0]
    Epoch 4:   2%|▏         | 725/33666 [00:27<20:44, 26.47it/s, loss=3.17, v_num=0]
    Epoch 4:   2%|▏         | 726/33666 [00:27<20:44, 26.47it/s, loss=3.17, v_num=0]
    Epoch 4:   2%|▏         | 726/33666 [00:27<20:44, 26.47it/s, loss=3.16, v_num=0]
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    Epoch 4:   2%|▏         | 727/33666 [00:27<20:44, 26.47it/s, loss=3.07, v_num=0]
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    Epoch 4:   2%|▏         | 728/33666 [00:27<20:44, 26.47it/s, loss=3.14, v_num=0]
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    Epoch 4:   2%|▏         | 729/33666 [00:27<20:44, 26.47it/s, loss=3.15, v_num=0]
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    Epoch 4:   2%|▏         | 730/33666 [00:27<20:44, 26.47it/s, loss=3.17, v_num=0]
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    Epoch 4:   2%|▏         | 731/33666 [00:27<20:43, 26.48it/s, loss=3.18, v_num=0]
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    Epoch 4:   2%|▏         | 732/33666 [00:27<20:43, 26.48it/s, loss=3.14, v_num=0]
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    Epoch 4:   2%|▏         | 734/33666 [00:27<20:43, 26.48it/s, loss=3.14, v_num=0]
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    Epoch 4:   2%|▏         | 735/33666 [00:27<20:43, 26.48it/s, loss=3.07, v_num=0]
    Epoch 4:   2%|▏         | 736/33666 [00:27<20:43, 26.47it/s, loss=3.07, v_num=0]
    Epoch 4:   2%|▏         | 736/33666 [00:27<20:43, 26.47it/s, loss=3.04, v_num=0]
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    Epoch 4:   2%|▏         | 737/33666 [00:27<20:43, 26.47it/s, loss=3.05, v_num=0]
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    Epoch 4:   2%|▏         | 738/33666 [00:27<20:43, 26.48it/s, loss=2.96, v_num=0]
    Epoch 4:   2%|▏         | 739/33666 [00:27<20:43, 26.48it/s, loss=2.96, v_num=0]
    Epoch 4:   2%|▏         | 739/33666 [00:27<20:43, 26.48it/s, loss=2.95, v_num=0]
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    Epoch 4:   2%|▏         | 740/33666 [00:27<20:43, 26.48it/s, loss=2.97, v_num=0]
    Epoch 4:   2%|▏         | 741/33666 [00:27<20:43, 26.48it/s, loss=2.97, v_num=0]
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    Epoch 4:   2%|▏         | 742/33666 [00:28<20:43, 26.48it/s, loss=3.02, v_num=0]
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    Epoch 4:   2%|▏         | 743/33666 [00:28<20:43, 26.48it/s, loss=3.09, v_num=0]
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    Epoch 4:   2%|▏         | 744/33666 [00:28<20:43, 26.48it/s, loss=3.16, v_num=0]
    Epoch 4:   2%|▏         | 745/33666 [00:28<20:43, 26.48it/s, loss=3.16, v_num=0]
    Epoch 4:   2%|▏         | 745/33666 [00:28<20:43, 26.48it/s, loss=3.14, v_num=0]
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    Epoch 4:   2%|▏         | 746/33666 [00:28<20:43, 26.48it/s, loss=3.2, v_num=0] 
    Epoch 4:   2%|▏         | 747/33666 [00:28<20:42, 26.49it/s, loss=3.2, v_num=0]
    Epoch 4:   2%|▏         | 747/33666 [00:28<20:42, 26.49it/s, loss=3.35, v_num=0]
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    Epoch 4:   2%|▏         | 748/33666 [00:28<20:42, 26.49it/s, loss=3.27, v_num=0]
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    Epoch 4:   2%|▏         | 749/33666 [00:28<20:42, 26.49it/s, loss=3.35, v_num=0]
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    Epoch 4:   2%|▏         | 751/33666 [00:28<20:42, 26.49it/s, loss=3.4, v_num=0] 
    Epoch 4:   2%|▏         | 752/33666 [00:28<20:42, 26.49it/s, loss=3.4, v_num=0]
    Epoch 4:   2%|▏         | 752/33666 [00:28<20:42, 26.49it/s, loss=3.45, v_num=0]
    Epoch 4:   2%|▏         | 753/33666 [00:28<20:42, 26.49it/s, loss=3.45, v_num=0]
    Epoch 4:   2%|▏         | 753/33666 [00:28<20:42, 26.49it/s, loss=3.55, v_num=0]
    Epoch 4:   2%|▏         | 754/33666 [00:28<20:42, 26.50it/s, loss=3.55, v_num=0]
    Epoch 4:   2%|▏         | 754/33666 [00:28<20:42, 26.50it/s, loss=3.58, v_num=0]
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    Epoch 4:   2%|▏         | 755/33666 [00:28<20:42, 26.50it/s, loss=3.56, v_num=0]
    Epoch 4:   2%|▏         | 756/33666 [00:28<20:41, 26.50it/s, loss=3.56, v_num=0]
    Epoch 4:   2%|▏         | 756/33666 [00:28<20:41, 26.50it/s, loss=3.53, v_num=0]
    Epoch 4:   2%|▏         | 757/33666 [00:28<20:41, 26.50it/s, loss=3.53, v_num=0]
    Epoch 4:   2%|▏         | 757/33666 [00:28<20:41, 26.50it/s, loss=3.5, v_num=0] 
    Epoch 4:   2%|▏         | 758/33666 [00:28<20:41, 26.50it/s, loss=3.5, v_num=0]
    Epoch 4:   2%|▏         | 758/33666 [00:28<20:41, 26.50it/s, loss=3.53, v_num=0]
    Epoch 4:   2%|▏         | 759/33666 [00:28<20:41, 26.50it/s, loss=3.53, v_num=0]
    Epoch 4:   2%|▏         | 759/33666 [00:28<20:41, 26.50it/s, loss=3.48, v_num=0]
    Epoch 4:   2%|▏         | 760/33666 [00:28<20:41, 26.51it/s, loss=3.48, v_num=0]
    Epoch 4:   2%|▏         | 760/33666 [00:28<20:41, 26.50it/s, loss=3.46, v_num=0]
    Epoch 4:   2%|▏         | 761/33666 [00:28<20:41, 26.51it/s, loss=3.46, v_num=0]
    Epoch 4:   2%|▏         | 761/33666 [00:28<20:41, 26.51it/s, loss=3.42, v_num=0]
    Epoch 4:   2%|▏         | 762/33666 [00:28<20:41, 26.51it/s, loss=3.42, v_num=0]
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    Epoch 4:   2%|▏         | 764/33666 [00:28<20:41, 26.51it/s, loss=3.2, v_num=0] 
    Epoch 4:   2%|▏         | 765/33666 [00:28<20:41, 26.51it/s, loss=3.2, v_num=0]
    Epoch 4:   2%|▏         | 765/33666 [00:28<20:41, 26.51it/s, loss=3.2, v_num=0]
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    Epoch 4:   2%|▏         | 767/33666 [00:28<20:40, 26.51it/s, loss=3.07, v_num=0]
    Epoch 4:   2%|▏         | 768/33666 [00:28<20:40, 26.51it/s, loss=3.07, v_num=0]
    Epoch 4:   2%|▏         | 768/33666 [00:28<20:40, 26.51it/s, loss=3.06, v_num=0]
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    Epoch 4:   2%|▏         | 769/33666 [00:29<20:40, 26.52it/s, loss=2.99, v_num=0]
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    Epoch 4:   2%|▏         | 770/33666 [00:29<20:40, 26.52it/s, loss=2.83, v_num=0]
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    Epoch 4:   2%|▏         | 807/33666 [00:30<20:37, 26.55it/s, loss=3.29, v_num=0]
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    Epoch 4:   2%|▏         | 808/33666 [00:30<20:37, 26.55it/s, loss=3.3, v_num=0] 
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    Epoch 4:   2%|▏         | 809/33666 [00:30<20:37, 26.55it/s, loss=3.22, v_num=0]
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    Epoch 4:   2%|▏         | 810/33666 [00:30<20:37, 26.56it/s, loss=3.19, v_num=0]
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    Epoch 4:   2%|▏         | 812/33666 [00:30<20:37, 26.56it/s, loss=3.1, v_num=0] 
    Epoch 4:   2%|▏         | 813/33666 [00:30<20:36, 26.56it/s, loss=3.1, v_num=0]
    Epoch 4:   2%|▏         | 813/33666 [00:30<20:36, 26.56it/s, loss=3.13, v_num=0]
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    Epoch 4:   2%|▏         | 814/33666 [00:30<20:36, 26.56it/s, loss=3.17, v_num=0]
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    Epoch 4:   2%|▏         | 815/33666 [00:30<20:36, 26.56it/s, loss=3.11, v_num=0]
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    Epoch 4:   2%|▏         | 816/33666 [00:30<20:36, 26.56it/s, loss=3.19, v_num=0]
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    Epoch 4:   2%|▏         | 817/33666 [00:30<20:36, 26.57it/s, loss=3.22, v_num=0]
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    Epoch 4:   2%|▏         | 818/33666 [00:30<20:36, 26.57it/s, loss=3.25, v_num=0]
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    Epoch 4:   2%|▏         | 821/33666 [00:30<20:36, 26.57it/s, loss=3.15, v_num=0]
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    Epoch 4:   2%|▏         | 824/33666 [00:31<20:35, 26.58it/s, loss=3.11, v_num=0]
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    Epoch 4:   2%|▏         | 825/33666 [00:31<20:35, 26.58it/s, loss=3.15, v_num=0]
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    Epoch 4:   2%|▏         | 826/33666 [00:31<20:35, 26.58it/s, loss=3.14, v_num=0]
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    Epoch 4:   2%|▏         | 828/33666 [00:31<20:35, 26.59it/s, loss=3.01, v_num=0]
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    Epoch 4:   2%|▏         | 829/33666 [00:31<20:35, 26.58it/s, loss=3.02, v_num=0]
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    Epoch 4:   2%|▏         | 830/33666 [00:31<20:35, 26.59it/s, loss=2.87, v_num=0]
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    Epoch 4:   2%|▏         | 831/33666 [00:31<20:34, 26.59it/s, loss=2.9, v_num=0] 
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    Epoch 4:   2%|▏         | 832/33666 [00:31<20:34, 26.59it/s, loss=2.86, v_num=0]
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    Epoch 4:   2%|▏         | 833/33666 [00:31<20:34, 26.59it/s, loss=2.8, v_num=0] 
    Epoch 4:   2%|▏         | 834/33666 [00:31<20:34, 26.59it/s, loss=2.8, v_num=0]
    Epoch 4:   2%|▏         | 834/33666 [00:31<20:34, 26.59it/s, loss=2.85, v_num=0]
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    Epoch 4:   2%|▏         | 835/33666 [00:31<20:34, 26.59it/s, loss=2.88, v_num=0]
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    Epoch 4:   2%|▏         | 836/33666 [00:31<20:34, 26.60it/s, loss=2.9, v_num=0] 
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    Epoch 4:   2%|▏         | 837/33666 [00:31<20:34, 26.60it/s, loss=2.85, v_num=0]
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    Epoch 4:   3%|▎         | 842/33666 [00:31<20:33, 26.60it/s, loss=2.69, v_num=0]
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    Epoch 4:   3%|▎         | 857/33666 [00:32<20:32, 26.61it/s, loss=3.3, v_num=0] 
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    Epoch 4:   3%|▎         | 879/33666 [00:33<20:31, 26.62it/s, loss=3.14, v_num=0]
    Epoch 4:   3%|▎         | 880/33666 [00:33<20:31, 26.63it/s, loss=3.14, v_num=0]
    Epoch 4:   3%|▎         | 880/33666 [00:33<20:31, 26.63it/s, loss=3.14, v_num=0]
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    Epoch 4:   3%|▎         | 881/33666 [00:33<20:31, 26.63it/s, loss=3.08, v_num=0]
    Epoch 4:   3%|▎         | 882/33666 [00:33<20:31, 26.63it/s, loss=3.08, v_num=0]
    Epoch 4:   3%|▎         | 882/33666 [00:33<20:31, 26.63it/s, loss=3.07, v_num=0]
    Epoch 4:   3%|▎         | 883/33666 [00:33<20:31, 26.63it/s, loss=3.07, v_num=0]
    Epoch 4:   3%|▎         | 883/33666 [00:33<20:31, 26.63it/s, loss=3.12, v_num=0]
    Epoch 4:   3%|▎         | 884/33666 [00:33<20:31, 26.63it/s, loss=3.12, v_num=0]
    Epoch 4:   3%|▎         | 884/33666 [00:33<20:31, 26.63it/s, loss=3.16, v_num=0]
    Epoch 4:   3%|▎         | 885/33666 [00:33<20:30, 26.63it/s, loss=3.16, v_num=0]
    Epoch 4:   3%|▎         | 885/33666 [00:33<20:30, 26.63it/s, loss=3.17, v_num=0]
    Epoch 4:   3%|▎         | 886/33666 [00:33<20:30, 26.63it/s, loss=3.17, v_num=0]
    Epoch 4:   3%|▎         | 886/33666 [00:33<20:30, 26.63it/s, loss=3.26, v_num=0]
    Epoch 4:   3%|▎         | 887/33666 [00:33<20:30, 26.63it/s, loss=3.26, v_num=0]
    Epoch 4:   3%|▎         | 887/33666 [00:33<20:30, 26.63it/s, loss=3.17, v_num=0]
    Epoch 4:   3%|▎         | 888/33666 [00:33<20:30, 26.63it/s, loss=3.17, v_num=0]
    Epoch 4:   3%|▎         | 888/33666 [00:33<20:30, 26.63it/s, loss=3.16, v_num=0]
    Epoch 4:   3%|▎         | 889/33666 [00:33<20:30, 26.63it/s, loss=3.16, v_num=0]
    Epoch 4:   3%|▎         | 889/33666 [00:33<20:30, 26.63it/s, loss=3.27, v_num=0]
    Epoch 4:   3%|▎         | 890/33666 [00:33<20:30, 26.63it/s, loss=3.27, v_num=0]
    Epoch 4:   3%|▎         | 890/33666 [00:33<20:30, 26.63it/s, loss=3.18, v_num=0]
    Epoch 4:   3%|▎         | 891/33666 [00:33<20:30, 26.63it/s, loss=3.18, v_num=0]
    Epoch 4:   3%|▎         | 891/33666 [00:33<20:30, 26.63it/s, loss=3.22, v_num=0]
    Epoch 4:   3%|▎         | 892/33666 [00:33<20:30, 26.63it/s, loss=3.22, v_num=0]
    Epoch 4:   3%|▎         | 892/33666 [00:33<20:30, 26.63it/s, loss=3.27, v_num=0]
    Epoch 4:   3%|▎         | 893/33666 [00:33<20:30, 26.63it/s, loss=3.27, v_num=0]
    Epoch 4:   3%|▎         | 893/33666 [00:33<20:30, 26.63it/s, loss=3.26, v_num=0]
    Epoch 4:   3%|▎         | 894/33666 [00:33<20:30, 26.63it/s, loss=3.26, v_num=0]
    Epoch 4:   3%|▎         | 894/33666 [00:33<20:30, 26.63it/s, loss=3.32, v_num=0]
    Epoch 4:   3%|▎         | 895/33666 [00:33<20:30, 26.62it/s, loss=3.32, v_num=0]
    Epoch 4:   3%|▎         | 895/33666 [00:33<20:30, 26.62it/s, loss=3.25, v_num=0]
    Epoch 4:   3%|▎         | 896/33666 [00:33<20:30, 26.62it/s, loss=3.25, v_num=0]
    Epoch 4:   3%|▎         | 896/33666 [00:33<20:30, 26.62it/s, loss=3.3, v_num=0] 
    Epoch 4:   3%|▎         | 897/33666 [00:33<20:30, 26.62it/s, loss=3.3, v_num=0]
    Epoch 4:   3%|▎         | 897/33666 [00:33<20:30, 26.62it/s, loss=3.3, v_num=0]
    Epoch 4:   3%|▎         | 898/33666 [00:33<20:30, 26.62it/s, loss=3.3, v_num=0]
    Epoch 4:   3%|▎         | 898/33666 [00:33<20:30, 26.62it/s, loss=3.43, v_num=0]
    Epoch 4:   3%|▎         | 899/33666 [00:33<20:30, 26.62it/s, loss=3.43, v_num=0]
    Epoch 4:   3%|▎         | 899/33666 [00:33<20:30, 26.62it/s, loss=3.53, v_num=0]
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    Epoch 4:   3%|▎         | 900/33666 [00:33<20:30, 26.62it/s, loss=3.48, v_num=0]
    Epoch 4:   3%|▎         | 901/33666 [00:33<20:30, 26.62it/s, loss=3.48, v_num=0]
    Epoch 4:   3%|▎         | 901/33666 [00:33<20:30, 26.62it/s, loss=3.53, v_num=0]
    Epoch 4:   3%|▎         | 902/33666 [00:33<20:30, 26.62it/s, loss=3.53, v_num=0]
    Epoch 4:   3%|▎         | 902/33666 [00:33<20:30, 26.62it/s, loss=3.52, v_num=0]
    Epoch 4:   3%|▎         | 903/33666 [00:33<20:30, 26.62it/s, loss=3.52, v_num=0]
    Epoch 4:   3%|▎         | 903/33666 [00:33<20:30, 26.62it/s, loss=3.52, v_num=0]
    Epoch 4:   3%|▎         | 904/33666 [00:33<20:30, 26.62it/s, loss=3.52, v_num=0]
    Epoch 4:   3%|▎         | 904/33666 [00:33<20:30, 26.62it/s, loss=3.39, v_num=0]
    Epoch 4:   3%|▎         | 905/33666 [00:33<20:30, 26.62it/s, loss=3.39, v_num=0]
    Epoch 4:   3%|▎         | 905/33666 [00:33<20:30, 26.62it/s, loss=3.37, v_num=0]
    Epoch 4:   3%|▎         | 906/33666 [00:34<20:30, 26.62it/s, loss=3.37, v_num=0]
    Epoch 4:   3%|▎         | 906/33666 [00:34<20:30, 26.62it/s, loss=3.34, v_num=0]
    Epoch 4:   3%|▎         | 907/33666 [00:34<20:30, 26.62it/s, loss=3.34, v_num=0]
    Epoch 4:   3%|▎         | 907/33666 [00:34<20:30, 26.62it/s, loss=3.39, v_num=0]
    Epoch 4:   3%|▎         | 908/33666 [00:34<20:30, 26.62it/s, loss=3.39, v_num=0]
    Epoch 4:   3%|▎         | 908/33666 [00:34<20:30, 26.62it/s, loss=3.31, v_num=0]
    Epoch 4:   3%|▎         | 909/33666 [00:34<20:30, 26.62it/s, loss=3.31, v_num=0]
    Epoch 4:   3%|▎         | 909/33666 [00:34<20:30, 26.62it/s, loss=3.2, v_num=0] 
    Epoch 4:   3%|▎         | 910/33666 [00:34<20:30, 26.63it/s, loss=3.2, v_num=0]
    Epoch 4:   3%|▎         | 910/33666 [00:34<20:30, 26.63it/s, loss=3.3, v_num=0]
    Epoch 4:   3%|▎         | 911/33666 [00:34<20:30, 26.63it/s, loss=3.3, v_num=0]
    Epoch 4:   3%|▎         | 911/33666 [00:34<20:30, 26.63it/s, loss=3.23, v_num=0]
    Epoch 4:   3%|▎         | 912/33666 [00:34<20:30, 26.63it/s, loss=3.23, v_num=0]
    Epoch 4:   3%|▎         | 912/33666 [00:34<20:30, 26.63it/s, loss=3.15, v_num=0]
    Epoch 4:   3%|▎         | 913/33666 [00:34<20:29, 26.63it/s, loss=3.15, v_num=0]
    Epoch 4:   3%|▎         | 913/33666 [00:34<20:29, 26.63it/s, loss=3.15, v_num=0]
    Epoch 4:   3%|▎         | 914/33666 [00:34<20:29, 26.63it/s, loss=3.15, v_num=0]
    Epoch 4:   3%|▎         | 914/33666 [00:34<20:29, 26.63it/s, loss=3.14, v_num=0]
    Epoch 4:   3%|▎         | 915/33666 [00:34<20:29, 26.63it/s, loss=3.14, v_num=0]
    Epoch 4:   3%|▎         | 915/33666 [00:34<20:29, 26.63it/s, loss=3.12, v_num=0]
    Epoch 4:   3%|▎         | 916/33666 [00:34<20:29, 26.63it/s, loss=3.12, v_num=0]
    Epoch 4:   3%|▎         | 916/33666 [00:34<20:29, 26.63it/s, loss=3.16, v_num=0]
    Epoch 4:   3%|▎         | 917/33666 [00:34<20:29, 26.63it/s, loss=3.16, v_num=0]
    Epoch 4:   3%|▎         | 917/33666 [00:34<20:29, 26.63it/s, loss=3.17, v_num=0]
    Epoch 4:   3%|▎         | 918/33666 [00:34<20:29, 26.63it/s, loss=3.17, v_num=0]
    Epoch 4:   3%|▎         | 918/33666 [00:34<20:29, 26.63it/s, loss=3.12, v_num=0]
    Epoch 4:   3%|▎         | 919/33666 [00:34<20:29, 26.63it/s, loss=3.12, v_num=0]
    Epoch 4:   3%|▎         | 919/33666 [00:34<20:29, 26.63it/s, loss=3.1, v_num=0] 
    Epoch 4:   3%|▎         | 920/33666 [00:34<20:29, 26.63it/s, loss=3.1, v_num=0]
    Epoch 4:   3%|▎         | 920/33666 [00:34<20:29, 26.63it/s, loss=3.16, v_num=0]
    Epoch 4:   3%|▎         | 921/33666 [00:34<20:29, 26.63it/s, loss=3.16, v_num=0]
    Epoch 4:   3%|▎         | 921/33666 [00:34<20:29, 26.63it/s, loss=3.14, v_num=0]
    Epoch 4:   3%|▎         | 922/33666 [00:34<20:29, 26.64it/s, loss=3.14, v_num=0]
    Epoch 4:   3%|▎         | 922/33666 [00:34<20:29, 26.64it/s, loss=3.21, v_num=0]
    Epoch 4:   3%|▎         | 923/33666 [00:34<20:29, 26.64it/s, loss=3.21, v_num=0]
    Epoch 4:   3%|▎         | 923/33666 [00:34<20:29, 26.64it/s, loss=3.21, v_num=0]
    Epoch 4:   3%|▎         | 924/33666 [00:34<20:29, 26.64it/s, loss=3.21, v_num=0]
    Epoch 4:   3%|▎         | 924/33666 [00:34<20:29, 26.64it/s, loss=3.3, v_num=0] 
    Epoch 4:   3%|▎         | 925/33666 [00:34<20:28, 26.64it/s, loss=3.3, v_num=0]
    Epoch 4:   3%|▎         | 925/33666 [00:34<20:28, 26.64it/s, loss=3.19, v_num=0]
    Epoch 4:   3%|▎         | 926/33666 [00:34<20:28, 26.64it/s, loss=3.19, v_num=0]
    Epoch 4:   3%|▎         | 926/33666 [00:34<20:28, 26.64it/s, loss=3.25, v_num=0]
    Epoch 4:   3%|▎         | 927/33666 [00:34<20:28, 26.64it/s, loss=3.25, v_num=0]
    Epoch 4:   3%|▎         | 927/33666 [00:34<20:28, 26.64it/s, loss=3.16, v_num=0]
    Epoch 4:   3%|▎         | 928/33666 [00:34<20:28, 26.64it/s, loss=3.16, v_num=0]
    Epoch 4:   3%|▎         | 928/33666 [00:34<20:28, 26.64it/s, loss=3.23, v_num=0]
    Epoch 4:   3%|▎         | 929/33666 [00:34<20:28, 26.64it/s, loss=3.23, v_num=0]
    Epoch 4:   3%|▎         | 929/33666 [00:34<20:28, 26.64it/s, loss=3.21, v_num=0]
    Epoch 4:   3%|▎         | 930/33666 [00:34<20:28, 26.64it/s, loss=3.21, v_num=0]
    Epoch 4:   3%|▎         | 930/33666 [00:34<20:28, 26.64it/s, loss=3.13, v_num=0]
    Epoch 4:   3%|▎         | 931/33666 [00:34<20:28, 26.64it/s, loss=3.13, v_num=0]
    Epoch 4:   3%|▎         | 931/33666 [00:34<20:28, 26.64it/s, loss=3.08, v_num=0]
    Epoch 4:   3%|▎         | 932/33666 [00:34<20:28, 26.64it/s, loss=3.08, v_num=0]
    Epoch 4:   3%|▎         | 932/33666 [00:34<20:28, 26.64it/s, loss=3.1, v_num=0] 
    Epoch 4:   3%|▎         | 933/33666 [00:35<20:28, 26.64it/s, loss=3.1, v_num=0]
    Epoch 4:   3%|▎         | 933/33666 [00:35<20:28, 26.64it/s, loss=3.13, v_num=0]
    Epoch 4:   3%|▎         | 934/33666 [00:35<20:28, 26.64it/s, loss=3.13, v_num=0]
    Epoch 4:   3%|▎         | 934/33666 [00:35<20:28, 26.64it/s, loss=3.06, v_num=0]
    Epoch 4:   3%|▎         | 935/33666 [00:35<20:28, 26.64it/s, loss=3.06, v_num=0]
    Epoch 4:   3%|▎         | 935/33666 [00:35<20:28, 26.64it/s, loss=3.09, v_num=0]
    Epoch 4:   3%|▎         | 936/33666 [00:35<20:28, 26.64it/s, loss=3.09, v_num=0]
    Epoch 4:   3%|▎         | 936/33666 [00:35<20:28, 26.64it/s, loss=3.02, v_num=0]
    Epoch 4:   3%|▎         | 937/33666 [00:35<20:28, 26.65it/s, loss=3.02, v_num=0]
    Epoch 4:   3%|▎         | 937/33666 [00:35<20:28, 26.64it/s, loss=3.04, v_num=0]
    Epoch 4:   3%|▎         | 938/33666 [00:35<20:28, 26.64it/s, loss=3.04, v_num=0]
    Epoch 4:   3%|▎         | 938/33666 [00:35<20:28, 26.64it/s, loss=3.02, v_num=0]
    Epoch 4:   3%|▎         | 939/33666 [00:35<20:28, 26.64it/s, loss=3.02, v_num=0]
    Epoch 4:   3%|▎         | 939/33666 [00:35<20:28, 26.64it/s, loss=3, v_num=0]   
    Epoch 4:   3%|▎         | 940/33666 [00:35<20:28, 26.64it/s, loss=3, v_num=0]
    Epoch 4:   3%|▎         | 940/33666 [00:35<20:28, 26.64it/s, loss=2.97, v_num=0]
    Epoch 4:   3%|▎         | 941/33666 [00:35<20:28, 26.64it/s, loss=2.97, v_num=0]
    Epoch 4:   3%|▎         | 941/33666 [00:35<20:28, 26.64it/s, loss=3, v_num=0]   
    Epoch 4:   3%|▎         | 942/33666 [00:35<20:28, 26.65it/s, loss=3, v_num=0]
    Epoch 4:   3%|▎         | 942/33666 [00:35<20:28, 26.65it/s, loss=2.96, v_num=0]
    Epoch 4:   3%|▎         | 943/33666 [00:35<20:27, 26.65it/s, loss=2.96, v_num=0]
    Epoch 4:   3%|▎         | 943/33666 [00:35<20:27, 26.65it/s, loss=3, v_num=0]   
    Epoch 4:   3%|▎         | 944/33666 [00:35<20:28, 26.65it/s, loss=3, v_num=0]
    Epoch 4:   3%|▎         | 944/33666 [00:35<20:28, 26.65it/s, loss=2.98, v_num=0]
    Epoch 4:   3%|▎         | 945/33666 [00:35<20:27, 26.65it/s, loss=2.98, v_num=0]
    Epoch 4:   3%|▎         | 945/33666 [00:35<20:27, 26.65it/s, loss=3, v_num=0]   
    Epoch 4:   3%|▎         | 946/33666 [00:35<20:27, 26.65it/s, loss=3, v_num=0]
    Epoch 4:   3%|▎         | 946/33666 [00:35<20:27, 26.65it/s, loss=2.99, v_num=0]
    Epoch 4:   3%|▎         | 947/33666 [00:35<20:28, 26.64it/s, loss=2.99, v_num=0]
    Epoch 4:   3%|▎         | 947/33666 [00:35<20:28, 26.64it/s, loss=3.04, v_num=0]
    Epoch 4:   3%|▎         | 948/33666 [00:35<20:28, 26.64it/s, loss=3.04, v_num=0]
    Epoch 4:   3%|▎         | 948/33666 [00:35<20:28, 26.64it/s, loss=3.05, v_num=0]
    Epoch 4:   3%|▎         | 949/33666 [00:35<20:27, 26.64it/s, loss=3.05, v_num=0]
    Epoch 4:   3%|▎         | 949/33666 [00:35<20:27, 26.64it/s, loss=3.03, v_num=0]
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    Epoch 4:   3%|▎         | 951/33666 [00:35<20:27, 26.65it/s, loss=3.03, v_num=0]
    Epoch 4:   3%|▎         | 951/33666 [00:35<20:27, 26.65it/s, loss=3.07, v_num=0]
    Epoch 4:   3%|▎         | 952/33666 [00:35<20:27, 26.64it/s, loss=3.07, v_num=0]
    Epoch 4:   3%|▎         | 952/33666 [00:35<20:27, 26.64it/s, loss=3.09, v_num=0]
    Epoch 4:   3%|▎         | 953/33666 [00:35<20:27, 26.64it/s, loss=3.09, v_num=0]
    Epoch 4:   3%|▎         | 953/33666 [00:35<20:27, 26.64it/s, loss=3.15, v_num=0]
    Epoch 4:   3%|▎         | 954/33666 [00:35<20:27, 26.65it/s, loss=3.15, v_num=0]
    Epoch 4:   3%|▎         | 954/33666 [00:35<20:27, 26.65it/s, loss=3.17, v_num=0]
    Epoch 4:   3%|▎         | 955/33666 [00:35<20:27, 26.64it/s, loss=3.17, v_num=0]
    Epoch 4:   3%|▎         | 955/33666 [00:35<20:27, 26.64it/s, loss=3.05, v_num=0]
    Epoch 4:   3%|▎         | 956/33666 [00:35<20:27, 26.64it/s, loss=3.05, v_num=0]
    Epoch 4:   3%|▎         | 956/33666 [00:35<20:27, 26.64it/s, loss=3.02, v_num=0]
    Epoch 4:   3%|▎         | 957/33666 [00:35<20:28, 26.64it/s, loss=3.02, v_num=0]
    Epoch 4:   3%|▎         | 957/33666 [00:35<20:28, 26.64it/s, loss=3.01, v_num=0]
    Epoch 4:   3%|▎         | 958/33666 [00:35<20:28, 26.63it/s, loss=3.01, v_num=0]
    Epoch 4:   3%|▎         | 958/33666 [00:35<20:28, 26.63it/s, loss=3.05, v_num=0]
    Epoch 4:   3%|▎         | 959/33666 [00:36<20:27, 26.63it/s, loss=3.05, v_num=0]
    Epoch 4:   3%|▎         | 959/33666 [00:36<20:27, 26.63it/s, loss=3.04, v_num=0]
    Epoch 4:   3%|▎         | 960/33666 [00:36<20:27, 26.64it/s, loss=3.04, v_num=0]
    Epoch 4:   3%|▎         | 960/33666 [00:36<20:27, 26.64it/s, loss=3.12, v_num=0]
    Epoch 4:   3%|▎         | 961/33666 [00:36<20:27, 26.64it/s, loss=3.12, v_num=0]
    Epoch 4:   3%|▎         | 961/33666 [00:36<20:27, 26.64it/s, loss=3.09, v_num=0]
    Epoch 4:   3%|▎         | 962/33666 [00:36<20:27, 26.64it/s, loss=3.09, v_num=0]
    Epoch 4:   3%|▎         | 962/33666 [00:36<20:27, 26.64it/s, loss=3.06, v_num=0]
    Epoch 4:   3%|▎         | 963/33666 [00:36<20:27, 26.64it/s, loss=3.06, v_num=0]
    Epoch 4:   3%|▎         | 963/33666 [00:36<20:27, 26.64it/s, loss=2.98, v_num=0]
    Epoch 4:   3%|▎         | 964/33666 [00:36<20:27, 26.64it/s, loss=2.98, v_num=0]
    Epoch 4:   3%|▎         | 964/33666 [00:36<20:27, 26.63it/s, loss=2.98, v_num=0]
    Epoch 4:   3%|▎         | 965/33666 [00:36<20:27, 26.63it/s, loss=2.98, v_num=0]
    Epoch 4:   3%|▎         | 965/33666 [00:36<20:27, 26.63it/s, loss=3.05, v_num=0]
    Epoch 4:   3%|▎         | 966/33666 [00:36<20:27, 26.63it/s, loss=3.05, v_num=0]
    Epoch 4:   3%|▎         | 966/33666 [00:36<20:27, 26.63it/s, loss=3.04, v_num=0]
    Epoch 4:   3%|▎         | 967/33666 [00:36<20:27, 26.64it/s, loss=3.04, v_num=0]
    Epoch 4:   3%|▎         | 967/33666 [00:36<20:27, 26.64it/s, loss=3.08, v_num=0]
    Epoch 4:   3%|▎         | 968/33666 [00:36<20:27, 26.63it/s, loss=3.08, v_num=0]
    Epoch 4:   3%|▎         | 968/33666 [00:36<20:27, 26.63it/s, loss=2.97, v_num=0]
    Epoch 4:   3%|▎         | 969/33666 [00:36<20:27, 26.63it/s, loss=2.97, v_num=0]
    Epoch 4:   3%|▎         | 969/33666 [00:36<20:27, 26.63it/s, loss=3.05, v_num=0]
    Epoch 4:   3%|▎         | 970/33666 [00:36<20:27, 26.63it/s, loss=3.05, v_num=0]
    Epoch 4:   3%|▎         | 970/33666 [00:36<20:27, 26.63it/s, loss=3.11, v_num=0]
    Epoch 4:   3%|▎         | 971/33666 [00:36<20:27, 26.64it/s, loss=3.11, v_num=0]
    Epoch 4:   3%|▎         | 971/33666 [00:36<20:27, 26.64it/s, loss=3.03, v_num=0]
    Epoch 4:   3%|▎         | 972/33666 [00:36<20:27, 26.63it/s, loss=3.03, v_num=0]
    Epoch 4:   3%|▎         | 972/33666 [00:36<20:27, 26.63it/s, loss=3.02, v_num=0]
    Epoch 4:   3%|▎         | 973/33666 [00:36<20:27, 26.64it/s, loss=3.02, v_num=0]
    Epoch 4:   3%|▎         | 973/33666 [00:36<20:27, 26.64it/s, loss=2.93, v_num=0]
    Epoch 4:   3%|▎         | 974/33666 [00:36<20:27, 26.64it/s, loss=2.93, v_num=0]
    Epoch 4:   3%|▎         | 974/33666 [00:36<20:27, 26.64it/s, loss=3.01, v_num=0]
    Epoch 4:   3%|▎         | 975/33666 [00:36<20:27, 26.64it/s, loss=3.01, v_num=0]
    Epoch 4:   3%|▎         | 975/33666 [00:36<20:27, 26.64it/s, loss=3.1, v_num=0] 
    Epoch 4:   3%|▎         | 976/33666 [00:36<20:27, 26.64it/s, loss=3.1, v_num=0]
    Epoch 4:   3%|▎         | 976/33666 [00:36<20:27, 26.64it/s, loss=3.08, v_num=0]
    Epoch 4:   3%|▎         | 977/33666 [00:36<20:27, 26.64it/s, loss=3.08, v_num=0]
    Epoch 4:   3%|▎         | 977/33666 [00:36<20:27, 26.64it/s, loss=3.07, v_num=0]
    Epoch 4:   3%|▎         | 978/33666 [00:36<20:27, 26.64it/s, loss=3.07, v_num=0]
    Epoch 4:   3%|▎         | 978/33666 [00:36<20:27, 26.64it/s, loss=3.01, v_num=0]
    Epoch 4:   3%|▎         | 979/33666 [00:36<20:27, 26.64it/s, loss=3.01, v_num=0]
    Epoch 4:   3%|▎         | 979/33666 [00:36<20:27, 26.64it/s, loss=2.99, v_num=0]
    Epoch 4:   3%|▎         | 980/33666 [00:36<20:26, 26.64it/s, loss=2.99, v_num=0]
    Epoch 4:   3%|▎         | 980/33666 [00:36<20:26, 26.64it/s, loss=2.97, v_num=0]
    Epoch 4:   3%|▎         | 981/33666 [00:36<20:26, 26.64it/s, loss=2.97, v_num=0]
    Epoch 4:   3%|▎         | 981/33666 [00:36<20:26, 26.64it/s, loss=3, v_num=0]   
    Epoch 4:   3%|▎         | 982/33666 [00:36<20:26, 26.64it/s, loss=3, v_num=0]
    Epoch 4:   3%|▎         | 982/33666 [00:36<20:26, 26.64it/s, loss=3.02, v_num=0]
    Epoch 4:   3%|▎         | 983/33666 [00:36<20:26, 26.64it/s, loss=3.02, v_num=0]
    Epoch 4:   3%|▎         | 983/33666 [00:36<20:26, 26.64it/s, loss=2.99, v_num=0]
    Epoch 4:   3%|▎         | 984/33666 [00:36<20:26, 26.64it/s, loss=2.99, v_num=0]
    Epoch 4:   3%|▎         | 984/33666 [00:36<20:26, 26.64it/s, loss=2.95, v_num=0]
    Epoch 4:   3%|▎         | 985/33666 [00:36<20:26, 26.64it/s, loss=2.95, v_num=0]
    Epoch 4:   3%|▎         | 985/33666 [00:36<20:26, 26.64it/s, loss=2.96, v_num=0]
    Epoch 4:   3%|▎         | 986/33666 [00:37<20:26, 26.64it/s, loss=2.96, v_num=0]
    Epoch 4:   3%|▎         | 986/33666 [00:37<20:26, 26.64it/s, loss=2.9, v_num=0] 
    Epoch 4:   3%|▎         | 987/33666 [00:37<20:26, 26.64it/s, loss=2.9, v_num=0]
    Epoch 4:   3%|▎         | 987/33666 [00:37<20:26, 26.64it/s, loss=2.89, v_num=0]
    Epoch 4:   3%|▎         | 988/33666 [00:37<20:26, 26.64it/s, loss=2.89, v_num=0]
    Epoch 4:   3%|▎         | 988/33666 [00:37<20:26, 26.64it/s, loss=3.04, v_num=0]
    Epoch 4:   3%|▎         | 989/33666 [00:37<20:26, 26.64it/s, loss=3.04, v_num=0]
    Epoch 4:   3%|▎         | 989/33666 [00:37<20:26, 26.64it/s, loss=2.93, v_num=0]
    Epoch 4:   3%|▎         | 990/33666 [00:37<20:26, 26.64it/s, loss=2.93, v_num=0]
    Epoch 4:   3%|▎         | 990/33666 [00:37<20:26, 26.64it/s, loss=2.96, v_num=0]
    Epoch 4:   3%|▎         | 991/33666 [00:37<20:26, 26.64it/s, loss=2.96, v_num=0]
    Epoch 4:   3%|▎         | 991/33666 [00:37<20:26, 26.64it/s, loss=3.04, v_num=0]
    Epoch 4:   3%|▎         | 992/33666 [00:37<20:26, 26.65it/s, loss=3.04, v_num=0]
    Epoch 4:   3%|▎         | 992/33666 [00:37<20:26, 26.65it/s, loss=3.02, v_num=0]
    Epoch 4:   3%|▎         | 993/33666 [00:37<20:26, 26.64it/s, loss=3.02, v_num=0]
    Epoch 4:   3%|▎         | 993/33666 [00:37<20:26, 26.64it/s, loss=3.02, v_num=0]
    Epoch 4:   3%|▎         | 994/33666 [00:37<20:26, 26.65it/s, loss=3.02, v_num=0]
    Epoch 4:   3%|▎         | 994/33666 [00:37<20:26, 26.65it/s, loss=3.03, v_num=0]
    Epoch 4:   3%|▎         | 995/33666 [00:37<20:26, 26.65it/s, loss=3.03, v_num=0]
    Epoch 4:   3%|▎         | 995/33666 [00:37<20:26, 26.65it/s, loss=3.04, v_num=0]
    Epoch 4:   3%|▎         | 996/33666 [00:37<20:25, 26.65it/s, loss=3.04, v_num=0]
    Epoch 4:   3%|▎         | 996/33666 [00:37<20:25, 26.65it/s, loss=3.12, v_num=0]
    Epoch 4:   3%|▎         | 997/33666 [00:37<20:25, 26.65it/s, loss=3.12, v_num=0]
    Epoch 4:   3%|▎         | 997/33666 [00:37<20:25, 26.65it/s, loss=3.15, v_num=0]
    Epoch 4:   3%|▎         | 998/33666 [00:37<20:25, 26.65it/s, loss=3.15, v_num=0]
    Epoch 4:   3%|▎         | 998/33666 [00:37<20:25, 26.65it/s, loss=3.2, v_num=0] 
    Epoch 4:   3%|▎         | 999/33666 [00:37<20:25, 26.65it/s, loss=3.2, v_num=0]
    Epoch 4:   3%|▎         | 999/33666 [00:37<20:25, 26.65it/s, loss=3.28, v_num=0]
    Epoch 4:   3%|▎         | 1000/33666 [00:37<20:25, 26.65it/s, loss=3.28, v_num=0]
    Epoch 4:   3%|▎         | 1000/33666 [00:37<20:25, 26.65it/s, loss=3.33, v_num=0]
    Epoch 4:   3%|▎         | 1001/33666 [00:37<20:25, 26.65it/s, loss=3.33, v_num=0]
    Epoch 4:   3%|▎         | 1001/33666 [00:37<20:25, 26.65it/s, loss=3.31, v_num=0]
    Epoch 4:   3%|▎         | 1002/33666 [00:37<20:25, 26.65it/s, loss=3.31, v_num=0]
    Epoch 4:   3%|▎         | 1002/33666 [00:37<20:25, 26.65it/s, loss=3.28, v_num=0]
    Epoch 4:   3%|▎         | 1003/33666 [00:37<20:25, 26.65it/s, loss=3.28, v_num=0]
    Epoch 4:   3%|▎         | 1003/33666 [00:37<20:25, 26.65it/s, loss=3.27, v_num=0]
    Epoch 4:   3%|▎         | 1004/33666 [00:37<20:25, 26.66it/s, loss=3.27, v_num=0]
    Epoch 4:   3%|▎         | 1004/33666 [00:37<20:25, 26.66it/s, loss=3.27, v_num=0]
    Epoch 4:   3%|▎         | 1005/33666 [00:37<20:25, 26.66it/s, loss=3.27, v_num=0]
    Epoch 4:   3%|▎         | 1005/33666 [00:37<20:25, 26.66it/s, loss=3.29, v_num=0]
    Epoch 4:   3%|▎         | 1006/33666 [00:37<20:25, 26.65it/s, loss=3.29, v_num=0]
    Epoch 4:   3%|▎         | 1006/33666 [00:37<20:25, 26.65it/s, loss=3.31, v_num=0]
    Epoch 4:   3%|▎         | 1007/33666 [00:37<20:25, 26.66it/s, loss=3.31, v_num=0]
    Epoch 4:   3%|▎         | 1007/33666 [00:37<20:25, 26.66it/s, loss=3.33, v_num=0]
    Epoch 4:   3%|▎         | 1008/33666 [00:37<20:25, 26.66it/s, loss=3.33, v_num=0]
    Epoch 4:   3%|▎         | 1008/33666 [00:37<20:25, 26.66it/s, loss=3.25, v_num=0]
    Epoch 4:   3%|▎         | 1009/33666 [00:37<20:25, 26.66it/s, loss=3.25, v_num=0]
    Epoch 4:   3%|▎         | 1009/33666 [00:37<20:25, 26.66it/s, loss=3.37, v_num=0]
    Epoch 4:   3%|▎         | 1010/33666 [00:37<20:24, 26.66it/s, loss=3.37, v_num=0]
    Epoch 4:   3%|▎         | 1010/33666 [00:37<20:24, 26.66it/s, loss=3.32, v_num=0]
    Epoch 4:   3%|▎         | 1011/33666 [00:37<20:25, 26.65it/s, loss=3.32, v_num=0]
    Epoch 4:   3%|▎         | 1011/33666 [00:37<20:25, 26.65it/s, loss=3.32, v_num=0]
    Epoch 4:   3%|▎         | 1012/33666 [00:37<20:25, 26.65it/s, loss=3.32, v_num=0]
    Epoch 4:   3%|▎         | 1012/33666 [00:37<20:25, 26.65it/s, loss=3.3, v_num=0] 
    Epoch 4:   3%|▎         | 1013/33666 [00:38<20:25, 26.65it/s, loss=3.3, v_num=0]
    Epoch 4:   3%|▎         | 1013/33666 [00:38<20:25, 26.65it/s, loss=3.37, v_num=0]
    Epoch 4:   3%|▎         | 1014/33666 [00:38<20:25, 26.65it/s, loss=3.37, v_num=0]
    Epoch 4:   3%|▎         | 1014/33666 [00:38<20:25, 26.65it/s, loss=3.31, v_num=0]
    Epoch 4:   3%|▎         | 1015/33666 [00:38<20:25, 26.65it/s, loss=3.31, v_num=0]
    Epoch 4:   3%|▎         | 1015/33666 [00:38<20:25, 26.65it/s, loss=3.31, v_num=0]
    Epoch 4:   3%|▎         | 1016/33666 [00:38<20:25, 26.64it/s, loss=3.31, v_num=0]
    Epoch 4:   3%|▎         | 1016/33666 [00:38<20:25, 26.64it/s, loss=3.25, v_num=0]
    Epoch 4:   3%|▎         | 1017/33666 [00:38<20:25, 26.65it/s, loss=3.25, v_num=0]
    Epoch 4:   3%|▎         | 1017/33666 [00:38<20:25, 26.64it/s, loss=3.24, v_num=0]
    Epoch 4:   3%|▎         | 1018/33666 [00:38<20:25, 26.65it/s, loss=3.24, v_num=0]
    Epoch 4:   3%|▎         | 1018/33666 [00:38<20:25, 26.65it/s, loss=3.24, v_num=0]
    Epoch 4:   3%|▎         | 1019/33666 [00:38<20:25, 26.65it/s, loss=3.24, v_num=0]
    Epoch 4:   3%|▎         | 1019/33666 [00:38<20:25, 26.65it/s, loss=3.31, v_num=0]
    Epoch 4:   3%|▎         | 1020/33666 [00:38<20:25, 26.65it/s, loss=3.31, v_num=0]
    Epoch 4:   3%|▎         | 1020/33666 [00:38<20:25, 26.65it/s, loss=3.25, v_num=0]
    Epoch 4:   3%|▎         | 1021/33666 [00:38<20:25, 26.65it/s, loss=3.25, v_num=0]
    Epoch 4:   3%|▎         | 1021/33666 [00:38<20:25, 26.65it/s, loss=3.27, v_num=0]
    Epoch 4:   3%|▎         | 1022/33666 [00:38<20:25, 26.65it/s, loss=3.27, v_num=0]
    Epoch 4:   3%|▎         | 1022/33666 [00:38<20:25, 26.64it/s, loss=3.26, v_num=0]
    Epoch 4:   3%|▎         | 1023/33666 [00:38<20:25, 26.65it/s, loss=3.26, v_num=0]
    Epoch 4:   3%|▎         | 1023/33666 [00:38<20:25, 26.65it/s, loss=3.35, v_num=0]
    Epoch 4:   3%|▎         | 1024/33666 [00:38<20:25, 26.65it/s, loss=3.35, v_num=0]
    Epoch 4:   3%|▎         | 1024/33666 [00:38<20:25, 26.65it/s, loss=3.38, v_num=0]
    Epoch 4:   3%|▎         | 1025/33666 [00:38<20:24, 26.65it/s, loss=3.38, v_num=0]
    Epoch 4:   3%|▎         | 1025/33666 [00:38<20:24, 26.65it/s, loss=3.44, v_num=0]
    Epoch 4:   3%|▎         | 1026/33666 [00:38<20:24, 26.65it/s, loss=3.44, v_num=0]
    Epoch 4:   3%|▎         | 1026/33666 [00:38<20:24, 26.65it/s, loss=3.43, v_num=0]
    Epoch 4:   3%|▎         | 1027/33666 [00:38<20:24, 26.65it/s, loss=3.43, v_num=0]
    Epoch 4:   3%|▎         | 1027/33666 [00:38<20:24, 26.65it/s, loss=3.41, v_num=0]
    Epoch 4:   3%|▎         | 1028/33666 [00:38<20:24, 26.65it/s, loss=3.41, v_num=0]
    Epoch 4:   3%|▎         | 1028/33666 [00:38<20:24, 26.65it/s, loss=3.45, v_num=0]
    Epoch 4:   3%|▎         | 1029/33666 [00:38<20:24, 26.65it/s, loss=3.45, v_num=0]
    Epoch 4:   3%|▎         | 1029/33666 [00:38<20:24, 26.65it/s, loss=3.52, v_num=0]
    Epoch 4:   3%|▎         | 1030/33666 [00:38<20:24, 26.65it/s, loss=3.52, v_num=0]
    Epoch 4:   3%|▎         | 1030/33666 [00:38<20:24, 26.65it/s, loss=3.56, v_num=0]
    Epoch 4:   3%|▎         | 1031/33666 [00:38<20:24, 26.65it/s, loss=3.56, v_num=0]
    Epoch 4:   3%|▎         | 1031/33666 [00:38<20:24, 26.65it/s, loss=3.47, v_num=0]
    Epoch 4:   3%|▎         | 1032/33666 [00:38<20:24, 26.65it/s, loss=3.47, v_num=0]
    Epoch 4:   3%|▎         | 1032/33666 [00:38<20:24, 26.65it/s, loss=3.4, v_num=0] 
    Epoch 4:   3%|▎         | 1033/33666 [00:38<20:24, 26.65it/s, loss=3.4, v_num=0]
    Epoch 4:   3%|▎         | 1033/33666 [00:38<20:24, 26.65it/s, loss=3.34, v_num=0]
    Epoch 4:   3%|▎         | 1034/33666 [00:38<20:24, 26.65it/s, loss=3.34, v_num=0]
    Epoch 4:   3%|▎         | 1034/33666 [00:38<20:24, 26.65it/s, loss=3.37, v_num=0]
    Epoch 4:   3%|▎         | 1035/33666 [00:38<20:24, 26.65it/s, loss=3.37, v_num=0]
    Epoch 4:   3%|▎         | 1035/33666 [00:38<20:24, 26.65it/s, loss=3.4, v_num=0] 
    Epoch 4:   3%|▎         | 1036/33666 [00:38<20:24, 26.65it/s, loss=3.4, v_num=0]
    Epoch 4:   3%|▎         | 1036/33666 [00:38<20:24, 26.65it/s, loss=3.45, v_num=0]
    Epoch 4:   3%|▎         | 1037/33666 [00:38<20:24, 26.65it/s, loss=3.45, v_num=0]
    Epoch 4:   3%|▎         | 1037/33666 [00:38<20:24, 26.65it/s, loss=3.4, v_num=0] 
    Epoch 4:   3%|▎         | 1038/33666 [00:38<20:24, 26.65it/s, loss=3.4, v_num=0]
    Epoch 4:   3%|▎         | 1038/33666 [00:38<20:24, 26.65it/s, loss=3.39, v_num=0]
    Epoch 4:   3%|▎         | 1039/33666 [00:38<20:24, 26.65it/s, loss=3.39, v_num=0]
    Epoch 4:   3%|▎         | 1039/33666 [00:38<20:24, 26.65it/s, loss=3.24, v_num=0]
    Epoch 4:   3%|▎         | 1040/33666 [00:39<20:24, 26.65it/s, loss=3.24, v_num=0]
    Epoch 4:   3%|▎         | 1040/33666 [00:39<20:24, 26.65it/s, loss=3.27, v_num=0]
    Epoch 4:   3%|▎         | 1041/33666 [00:39<20:24, 26.65it/s, loss=3.27, v_num=0]
    Epoch 4:   3%|▎         | 1041/33666 [00:39<20:24, 26.65it/s, loss=3.23, v_num=0]
    Epoch 4:   3%|▎         | 1042/33666 [00:39<20:23, 26.65it/s, loss=3.23, v_num=0]
    Epoch 4:   3%|▎         | 1042/33666 [00:39<20:24, 26.65it/s, loss=3.21, v_num=0]
    Epoch 4:   3%|▎         | 1043/33666 [00:39<20:23, 26.66it/s, loss=3.21, v_num=0]
    Epoch 4:   3%|▎         | 1043/33666 [00:39<20:23, 26.66it/s, loss=3.25, v_num=0]
    Epoch 4:   3%|▎         | 1044/33666 [00:39<20:23, 26.66it/s, loss=3.25, v_num=0]
    Epoch 4:   3%|▎         | 1044/33666 [00:39<20:23, 26.66it/s, loss=3.17, v_num=0]
    Epoch 4:   3%|▎         | 1045/33666 [00:39<20:23, 26.65it/s, loss=3.17, v_num=0]
    Epoch 4:   3%|▎         | 1045/33666 [00:39<20:23, 26.65it/s, loss=3.11, v_num=0]
    Epoch 4:   3%|▎         | 1046/33666 [00:39<20:23, 26.65it/s, loss=3.11, v_num=0]
    Epoch 4:   3%|▎         | 1046/33666 [00:39<20:23, 26.65it/s, loss=3.13, v_num=0]
    Epoch 4:   3%|▎         | 1047/33666 [00:39<20:23, 26.65it/s, loss=3.13, v_num=0]
    Epoch 4:   3%|▎         | 1047/33666 [00:39<20:23, 26.65it/s, loss=3.12, v_num=0]
    Epoch 4:   3%|▎         | 1048/33666 [00:39<20:23, 26.65it/s, loss=3.12, v_num=0]
    Epoch 4:   3%|▎         | 1048/33666 [00:39<20:23, 26.65it/s, loss=3.12, v_num=0]
    Epoch 4:   3%|▎         | 1049/33666 [00:39<20:23, 26.65it/s, loss=3.12, v_num=0]
    Epoch 4:   3%|▎         | 1049/33666 [00:39<20:23, 26.65it/s, loss=3.03, v_num=0]
    Epoch 4:   3%|▎         | 1050/33666 [00:39<20:23, 26.65it/s, loss=3.03, v_num=0]
    Epoch 4:   3%|▎         | 1050/33666 [00:39<20:23, 26.65it/s, loss=3, v_num=0]   
    Epoch 4:   3%|▎         | 1051/33666 [00:39<20:23, 26.65it/s, loss=3, v_num=0]
    Epoch 4:   3%|▎         | 1051/33666 [00:39<20:23, 26.65it/s, loss=3.08, v_num=0]
    Epoch 4:   3%|▎         | 1052/33666 [00:39<20:23, 26.65it/s, loss=3.08, v_num=0]
    Epoch 4:   3%|▎         | 1052/33666 [00:39<20:23, 26.65it/s, loss=3.15, v_num=0]
    Epoch 4:   3%|▎         | 1053/33666 [00:39<20:23, 26.65it/s, loss=3.15, v_num=0]
    Epoch 4:   3%|▎         | 1053/33666 [00:39<20:23, 26.65it/s, loss=3.17, v_num=0]
    Epoch 4:   3%|▎         | 1054/33666 [00:39<20:23, 26.65it/s, loss=3.17, v_num=0]
    Epoch 4:   3%|▎         | 1054/33666 [00:39<20:23, 26.65it/s, loss=3.16, v_num=0]
    Epoch 4:   3%|▎         | 1055/33666 [00:39<20:23, 26.65it/s, loss=3.16, v_num=0]
    Epoch 4:   3%|▎         | 1055/33666 [00:39<20:23, 26.65it/s, loss=3.15, v_num=0]
    Epoch 4:   3%|▎         | 1056/33666 [00:39<20:23, 26.65it/s, loss=3.15, v_num=0]
    Epoch 4:   3%|▎         | 1056/33666 [00:39<20:23, 26.65it/s, loss=3.07, v_num=0]
    Epoch 4:   3%|▎         | 1057/33666 [00:39<20:23, 26.65it/s, loss=3.07, v_num=0]
    Epoch 4:   3%|▎         | 1057/33666 [00:39<20:23, 26.65it/s, loss=3.16, v_num=0]
    Epoch 4:   3%|▎         | 1058/33666 [00:39<20:23, 26.65it/s, loss=3.16, v_num=0]
    Epoch 4:   3%|▎         | 1058/33666 [00:39<20:23, 26.65it/s, loss=3.13, v_num=0]
    Epoch 4:   3%|▎         | 1059/33666 [00:39<20:23, 26.65it/s, loss=3.13, v_num=0]
    Epoch 4:   3%|▎         | 1059/33666 [00:39<20:23, 26.65it/s, loss=3.13, v_num=0]
    Epoch 4:   3%|▎         | 1060/33666 [00:39<20:23, 26.65it/s, loss=3.13, v_num=0]
    Epoch 4:   3%|▎         | 1060/33666 [00:39<20:23, 26.65it/s, loss=3.1, v_num=0] 
    Epoch 4:   3%|▎         | 1061/33666 [00:39<20:23, 26.65it/s, loss=3.1, v_num=0]
    Epoch 4:   3%|▎         | 1061/33666 [00:39<20:23, 26.65it/s, loss=3.11, v_num=0]
    Epoch 4:   3%|▎         | 1062/33666 [00:39<20:23, 26.65it/s, loss=3.11, v_num=0]
    Epoch 4:   3%|▎         | 1062/33666 [00:39<20:23, 26.65it/s, loss=3.21, v_num=0]
    Epoch 4:   3%|▎         | 1063/33666 [00:39<20:23, 26.65it/s, loss=3.21, v_num=0]
    Epoch 4:   3%|▎         | 1063/33666 [00:39<20:23, 26.65it/s, loss=3.19, v_num=0]
    Epoch 4:   3%|▎         | 1064/33666 [00:39<20:23, 26.65it/s, loss=3.19, v_num=0]
    Epoch 4:   3%|▎         | 1064/33666 [00:39<20:23, 26.65it/s, loss=3.22, v_num=0]
    Epoch 4:   3%|▎         | 1065/33666 [00:39<20:23, 26.65it/s, loss=3.22, v_num=0]
    Epoch 4:   3%|▎         | 1065/33666 [00:39<20:23, 26.65it/s, loss=3.27, v_num=0]
    Epoch 4:   3%|▎         | 1066/33666 [00:39<20:23, 26.65it/s, loss=3.27, v_num=0]
    Epoch 4:   3%|▎         | 1066/33666 [00:39<20:23, 26.65it/s, loss=3.24, v_num=0]
    Epoch 4:   3%|▎         | 1067/33666 [00:40<20:23, 26.65it/s, loss=3.24, v_num=0]
    Epoch 4:   3%|▎         | 1067/33666 [00:40<20:23, 26.65it/s, loss=3.15, v_num=0]
    Epoch 4:   3%|▎         | 1068/33666 [00:40<20:23, 26.65it/s, loss=3.15, v_num=0]
    Epoch 4:   3%|▎         | 1068/33666 [00:40<20:23, 26.65it/s, loss=3.17, v_num=0]
    Epoch 4:   3%|▎         | 1069/33666 [00:40<20:23, 26.65it/s, loss=3.17, v_num=0]
    Epoch 4:   3%|▎         | 1069/33666 [00:40<20:23, 26.65it/s, loss=3.12, v_num=0]
    Epoch 4:   3%|▎         | 1070/33666 [00:40<20:23, 26.65it/s, loss=3.12, v_num=0]
    Epoch 4:   3%|▎         | 1070/33666 [00:40<20:23, 26.65it/s, loss=3.17, v_num=0]
    Epoch 4:   3%|▎         | 1071/33666 [00:40<20:23, 26.65it/s, loss=3.17, v_num=0]
    Epoch 4:   3%|▎         | 1071/33666 [00:40<20:23, 26.65it/s, loss=3.17, v_num=0]
    Epoch 4:   3%|▎         | 1072/33666 [00:40<20:23, 26.65it/s, loss=3.17, v_num=0]
    Epoch 4:   3%|▎         | 1072/33666 [00:40<20:23, 26.65it/s, loss=3.25, v_num=0]
    Epoch 4:   3%|▎         | 1073/33666 [00:40<20:22, 26.65it/s, loss=3.25, v_num=0]
    Epoch 4:   3%|▎         | 1073/33666 [00:40<20:22, 26.65it/s, loss=3.24, v_num=0]
    Epoch 4:   3%|▎         | 1074/33666 [00:40<20:22, 26.65it/s, loss=3.24, v_num=0]
    Epoch 4:   3%|▎         | 1074/33666 [00:40<20:22, 26.65it/s, loss=3.27, v_num=0]
    Epoch 4:   3%|▎         | 1075/33666 [00:40<20:23, 26.65it/s, loss=3.27, v_num=0]
    Epoch 4:   3%|▎         | 1075/33666 [00:40<20:23, 26.65it/s, loss=3.3, v_num=0] 
    Epoch 4:   3%|▎         | 1076/33666 [00:40<20:22, 26.65it/s, loss=3.3, v_num=0]
    Epoch 4:   3%|▎         | 1076/33666 [00:40<20:22, 26.65it/s, loss=3.26, v_num=0]
    Epoch 4:   3%|▎         | 1077/33666 [00:40<20:22, 26.65it/s, loss=3.26, v_num=0]
    Epoch 4:   3%|▎         | 1077/33666 [00:40<20:22, 26.65it/s, loss=3.24, v_num=0]
    Epoch 4:   3%|▎         | 1078/33666 [00:40<20:22, 26.65it/s, loss=3.24, v_num=0]
    Epoch 4:   3%|▎         | 1078/33666 [00:40<20:22, 26.65it/s, loss=3.25, v_num=0]
    Epoch 4:   3%|▎         | 1079/33666 [00:40<20:22, 26.65it/s, loss=3.25, v_num=0]
    Epoch 4:   3%|▎         | 1079/33666 [00:40<20:22, 26.65it/s, loss=3.24, v_num=0]
    Epoch 4:   3%|▎         | 1080/33666 [00:40<20:22, 26.65it/s, loss=3.24, v_num=0]
    Epoch 4:   3%|▎         | 1080/33666 [00:40<20:22, 26.65it/s, loss=3.28, v_num=0]
    Epoch 4:   3%|▎         | 1081/33666 [00:40<20:22, 26.65it/s, loss=3.28, v_num=0]
    Epoch 4:   3%|▎         | 1081/33666 [00:40<20:22, 26.65it/s, loss=3.32, v_num=0]
    Epoch 4:   3%|▎         | 1082/33666 [00:40<20:22, 26.65it/s, loss=3.32, v_num=0]
    Epoch 4:   3%|▎         | 1082/33666 [00:40<20:22, 26.65it/s, loss=3.33, v_num=0]
    Epoch 4:   3%|▎         | 1083/33666 [00:40<20:22, 26.65it/s, loss=3.33, v_num=0]
    Epoch 4:   3%|▎         | 1083/33666 [00:40<20:22, 26.65it/s, loss=3.23, v_num=0]
    Epoch 4:   3%|▎         | 1084/33666 [00:40<20:22, 26.64it/s, loss=3.23, v_num=0]
    Epoch 4:   3%|▎         | 1084/33666 [00:40<20:22, 26.64it/s, loss=3.37, v_num=0]
    Epoch 4:   3%|▎         | 1085/33666 [00:40<20:22, 26.64it/s, loss=3.37, v_num=0]
    Epoch 4:   3%|▎         | 1085/33666 [00:40<20:22, 26.64it/s, loss=3.27, v_num=0]
    Epoch 4:   3%|▎         | 1086/33666 [00:40<20:22, 26.64it/s, loss=3.27, v_num=0]
    Epoch 4:   3%|▎         | 1086/33666 [00:40<20:22, 26.64it/s, loss=3.27, v_num=0]
    Epoch 4:   3%|▎         | 1087/33666 [00:40<20:22, 26.64it/s, loss=3.27, v_num=0]
    Epoch 4:   3%|▎         | 1087/33666 [00:40<20:22, 26.64it/s, loss=3.38, v_num=0]
    Epoch 4:   3%|▎         | 1088/33666 [00:40<20:22, 26.64it/s, loss=3.38, v_num=0]
    Epoch 4:   3%|▎         | 1088/33666 [00:40<20:22, 26.64it/s, loss=3.37, v_num=0]
    Epoch 4:   3%|▎         | 1089/33666 [00:40<20:22, 26.64it/s, loss=3.37, v_num=0]
    Epoch 4:   3%|▎         | 1089/33666 [00:40<20:22, 26.64it/s, loss=3.38, v_num=0]
    Epoch 4:   3%|▎         | 1090/33666 [00:40<20:22, 26.65it/s, loss=3.38, v_num=0]
    Epoch 4:   3%|▎         | 1090/33666 [00:40<20:22, 26.64it/s, loss=3.28, v_num=0]
    Epoch 4:   3%|▎         | 1091/33666 [00:40<20:22, 26.64it/s, loss=3.28, v_num=0]
    Epoch 4:   3%|▎         | 1091/33666 [00:40<20:22, 26.64it/s, loss=3.35, v_num=0]
    Epoch 4:   3%|▎         | 1092/33666 [00:40<20:22, 26.64it/s, loss=3.35, v_num=0]
    Epoch 4:   3%|▎         | 1092/33666 [00:40<20:22, 26.64it/s, loss=3.35, v_num=0]
    Epoch 4:   3%|▎         | 1093/33666 [00:41<20:22, 26.65it/s, loss=3.35, v_num=0]
    Epoch 4:   3%|▎         | 1093/33666 [00:41<20:22, 26.65it/s, loss=3.36, v_num=0]
    Epoch 4:   3%|▎         | 1094/33666 [00:41<20:22, 26.64it/s, loss=3.36, v_num=0]
    Epoch 4:   3%|▎         | 1094/33666 [00:41<20:22, 26.64it/s, loss=3.3, v_num=0] 
    Epoch 4:   3%|▎         | 1095/33666 [00:41<20:22, 26.65it/s, loss=3.3, v_num=0]
    Epoch 4:   3%|▎         | 1095/33666 [00:41<20:22, 26.65it/s, loss=3.15, v_num=0]
    Epoch 4:   3%|▎         | 1096/33666 [00:41<20:22, 26.65it/s, loss=3.15, v_num=0]
    Epoch 4:   3%|▎         | 1096/33666 [00:41<20:22, 26.64it/s, loss=3.18, v_num=0]
    Epoch 4:   3%|▎         | 1097/33666 [00:41<20:22, 26.65it/s, loss=3.18, v_num=0]
    Epoch 4:   3%|▎         | 1097/33666 [00:41<20:22, 26.65it/s, loss=3.21, v_num=0]
    Epoch 4:   3%|▎         | 1098/33666 [00:41<20:22, 26.65it/s, loss=3.21, v_num=0]
    Epoch 4:   3%|▎         | 1098/33666 [00:41<20:22, 26.65it/s, loss=3.18, v_num=0]
    Epoch 4:   3%|▎         | 1099/33666 [00:41<20:22, 26.65it/s, loss=3.18, v_num=0]
    Epoch 4:   3%|▎         | 1099/33666 [00:41<20:22, 26.65it/s, loss=3.22, v_num=0]
    Epoch 4:   3%|▎         | 1100/33666 [00:41<20:22, 26.65it/s, loss=3.22, v_num=0]
    Epoch 4:   3%|▎         | 1100/33666 [00:41<20:22, 26.65it/s, loss=3.09, v_num=0]
    Epoch 4:   3%|▎         | 1101/33666 [00:41<20:22, 26.65it/s, loss=3.09, v_num=0]
    Epoch 4:   3%|▎         | 1101/33666 [00:41<20:22, 26.65it/s, loss=3.12, v_num=0]
    Epoch 4:   3%|▎         | 1102/33666 [00:41<20:21, 26.65it/s, loss=3.12, v_num=0]
    Epoch 4:   3%|▎         | 1102/33666 [00:41<20:21, 26.65it/s, loss=3.1, v_num=0] 
    Epoch 4:   3%|▎         | 1103/33666 [00:41<20:21, 26.65it/s, loss=3.1, v_num=0]
    Epoch 4:   3%|▎         | 1103/33666 [00:41<20:21, 26.65it/s, loss=3.24, v_num=0]
    Epoch 4:   3%|▎         | 1104/33666 [00:41<20:21, 26.65it/s, loss=3.24, v_num=0]
    Epoch 4:   3%|▎         | 1104/33666 [00:41<20:21, 26.65it/s, loss=3.2, v_num=0] 
    Epoch 4:   3%|▎         | 1105/33666 [00:41<20:21, 26.65it/s, loss=3.2, v_num=0]
    Epoch 4:   3%|▎         | 1105/33666 [00:41<20:21, 26.65it/s, loss=3.3, v_num=0]
    Epoch 4:   3%|▎         | 1106/33666 [00:41<20:21, 26.65it/s, loss=3.3, v_num=0]
    Epoch 4:   3%|▎         | 1106/33666 [00:41<20:21, 26.65it/s, loss=3.34, v_num=0]
    Epoch 4:   3%|▎         | 1107/33666 [00:41<20:21, 26.65it/s, loss=3.34, v_num=0]
    Epoch 4:   3%|▎         | 1107/33666 [00:41<20:21, 26.65it/s, loss=3.33, v_num=0]
    Epoch 4:   3%|▎         | 1108/33666 [00:41<20:21, 26.65it/s, loss=3.33, v_num=0]
    Epoch 4:   3%|▎         | 1108/33666 [00:41<20:21, 26.65it/s, loss=3.44, v_num=0]
    Epoch 4:   3%|▎         | 1109/33666 [00:41<20:21, 26.65it/s, loss=3.44, v_num=0]
    Epoch 4:   3%|▎         | 1109/33666 [00:41<20:21, 26.65it/s, loss=3.37, v_num=0]
    Epoch 4:   3%|▎         | 1110/33666 [00:41<20:21, 26.65it/s, loss=3.37, v_num=0]
    Epoch 4:   3%|▎         | 1110/33666 [00:41<20:21, 26.65it/s, loss=3.4, v_num=0] 
    Epoch 4:   3%|▎         | 1111/33666 [00:41<20:21, 26.66it/s, loss=3.4, v_num=0]
    Epoch 4:   3%|▎         | 1111/33666 [00:41<20:21, 26.66it/s, loss=3.34, v_num=0]
    Epoch 4:   3%|▎         | 1112/33666 [00:41<20:21, 26.66it/s, loss=3.34, v_num=0]
    Epoch 4:   3%|▎         | 1112/33666 [00:41<20:21, 26.66it/s, loss=3.23, v_num=0]
    Epoch 4:   3%|▎         | 1113/33666 [00:41<20:21, 26.66it/s, loss=3.23, v_num=0]
    Epoch 4:   3%|▎         | 1113/33666 [00:41<20:21, 26.66it/s, loss=3.27, v_num=0]
    Epoch 4:   3%|▎         | 1114/33666 [00:41<20:20, 26.66it/s, loss=3.27, v_num=0]
    Epoch 4:   3%|▎         | 1114/33666 [00:41<20:21, 26.66it/s, loss=3.29, v_num=0]
    Epoch 4:   3%|▎         | 1115/33666 [00:41<20:21, 26.66it/s, loss=3.29, v_num=0]
    Epoch 4:   3%|▎         | 1115/33666 [00:41<20:21, 26.66it/s, loss=3.35, v_num=0]
    Epoch 4:   3%|▎         | 1116/33666 [00:41<20:20, 26.66it/s, loss=3.35, v_num=0]
    Epoch 4:   3%|▎         | 1116/33666 [00:41<20:20, 26.66it/s, loss=3.37, v_num=0]
    Epoch 4:   3%|▎         | 1117/33666 [00:41<20:20, 26.66it/s, loss=3.37, v_num=0]
    Epoch 4:   3%|▎         | 1117/33666 [00:41<20:20, 26.66it/s, loss=3.29, v_num=0]
    Epoch 4:   3%|▎         | 1118/33666 [00:41<20:20, 26.66it/s, loss=3.29, v_num=0]
    Epoch 4:   3%|▎         | 1118/33666 [00:41<20:20, 26.66it/s, loss=3.34, v_num=0]
    Epoch 4:   3%|▎         | 1119/33666 [00:41<20:20, 26.66it/s, loss=3.34, v_num=0]
    Epoch 4:   3%|▎         | 1119/33666 [00:41<20:20, 26.66it/s, loss=3.34, v_num=0]
    Epoch 4:   3%|▎         | 1120/33666 [00:42<20:20, 26.67it/s, loss=3.34, v_num=0]
    Epoch 4:   3%|▎         | 1120/33666 [00:42<20:20, 26.66it/s, loss=3.49, v_num=0]
    Epoch 4:   3%|▎         | 1121/33666 [00:42<20:20, 26.67it/s, loss=3.49, v_num=0]
    Epoch 4:   3%|▎         | 1121/33666 [00:42<20:20, 26.67it/s, loss=3.44, v_num=0]
    Epoch 4:   3%|▎         | 1122/33666 [00:42<20:20, 26.67it/s, loss=3.44, v_num=0]
    Epoch 4:   3%|▎         | 1122/33666 [00:42<20:20, 26.67it/s, loss=3.4, v_num=0] 
    Epoch 4:   3%|▎         | 1123/33666 [00:42<20:20, 26.66it/s, loss=3.4, v_num=0]
    Epoch 4:   3%|▎         | 1123/33666 [00:42<20:20, 26.66it/s, loss=3.3, v_num=0]
    Epoch 4:   3%|▎         | 1124/33666 [00:42<20:20, 26.67it/s, loss=3.3, v_num=0]
    Epoch 4:   3%|▎         | 1124/33666 [00:42<20:20, 26.67it/s, loss=3.27, v_num=0]
    Epoch 4:   3%|▎         | 1125/33666 [00:42<20:20, 26.67it/s, loss=3.27, v_num=0]
    Epoch 4:   3%|▎         | 1125/33666 [00:42<20:20, 26.67it/s, loss=3.24, v_num=0]
    Epoch 4:   3%|▎         | 1126/33666 [00:42<20:20, 26.67it/s, loss=3.24, v_num=0]
    Epoch 4:   3%|▎         | 1126/33666 [00:42<20:20, 26.67it/s, loss=3.18, v_num=0]
    Epoch 4:   3%|▎         | 1127/33666 [00:42<20:20, 26.67it/s, loss=3.18, v_num=0]
    Epoch 4:   3%|▎         | 1127/33666 [00:42<20:20, 26.67it/s, loss=3.18, v_num=0]
    Epoch 4:   3%|▎         | 1128/33666 [00:42<20:20, 26.67it/s, loss=3.18, v_num=0]
    Epoch 4:   3%|▎         | 1128/33666 [00:42<20:20, 26.67it/s, loss=3.15, v_num=0]
    Epoch 4:   3%|▎         | 1129/33666 [00:42<20:19, 26.67it/s, loss=3.15, v_num=0]
    Epoch 4:   3%|▎         | 1129/33666 [00:42<20:19, 26.67it/s, loss=3.18, v_num=0]
    Epoch 4:   3%|▎         | 1130/33666 [00:42<20:19, 26.67it/s, loss=3.18, v_num=0]
    Epoch 4:   3%|▎         | 1130/33666 [00:42<20:19, 26.67it/s, loss=3.1, v_num=0] 
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    Epoch 4:   3%|▎         | 1171/33666 [00:43<20:17, 26.70it/s, loss=3.04, v_num=0]
    Epoch 4:   3%|▎         | 1172/33666 [00:43<20:17, 26.70it/s, loss=3.04, v_num=0]
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    Epoch 4:   4%|▎         | 1179/33666 [00:44<20:16, 26.70it/s, loss=3.3, v_num=0] 
    Epoch 4:   4%|▎         | 1180/33666 [00:44<20:16, 26.70it/s, loss=3.3, v_num=0]
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    Epoch 4:   4%|▎         | 1182/33666 [00:44<20:16, 26.70it/s, loss=3.33, v_num=0]
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    Epoch 4:   4%|▎         | 1187/33666 [00:44<20:16, 26.71it/s, loss=3.23, v_num=0]
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    Epoch 4:   4%|▎         | 1208/33666 [00:45<20:15, 26.70it/s, loss=3.1, v_num=0]
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    Epoch 4:   4%|▎         | 1212/33666 [00:45<20:15, 26.70it/s, loss=3.2, v_num=0]
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    Epoch 4:   4%|▎         | 1216/33666 [00:45<20:14, 26.71it/s, loss=3.1, v_num=0] 
    Epoch 4:   4%|▎         | 1217/33666 [00:45<20:14, 26.71it/s, loss=3.1, v_num=0]
    Epoch 4:   4%|▎         | 1217/33666 [00:45<20:14, 26.71it/s, loss=3.21, v_num=0]
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    Epoch 4:   4%|▎         | 1218/33666 [00:45<20:14, 26.71it/s, loss=3.21, v_num=0]
    Epoch 4:   4%|▎         | 1219/33666 [00:45<20:15, 26.70it/s, loss=3.21, v_num=0]
    Epoch 4:   4%|▎         | 1219/33666 [00:45<20:15, 26.70it/s, loss=3.18, v_num=0]
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    Epoch 4:   4%|▎         | 1220/33666 [00:45<20:14, 26.71it/s, loss=3.09, v_num=0]
    Epoch 4:   4%|▎         | 1221/33666 [00:45<20:14, 26.71it/s, loss=3.09, v_num=0]
    Epoch 4:   4%|▎         | 1221/33666 [00:45<20:14, 26.71it/s, loss=3.1, v_num=0] 
    Epoch 4:   4%|▎         | 1222/33666 [00:45<20:14, 26.71it/s, loss=3.1, v_num=0]
    Epoch 4:   4%|▎         | 1222/33666 [00:45<20:14, 26.71it/s, loss=3.12, v_num=0]
    Epoch 4:   4%|▎         | 1223/33666 [00:45<20:14, 26.71it/s, loss=3.12, v_num=0]
    Epoch 4:   4%|▎         | 1223/33666 [00:45<20:14, 26.71it/s, loss=3.16, v_num=0]
    Epoch 4:   4%|▎         | 1224/33666 [00:45<20:14, 26.71it/s, loss=3.16, v_num=0]
    Epoch 4:   4%|▎         | 1224/33666 [00:45<20:14, 26.71it/s, loss=3.14, v_num=0]
    Epoch 4:   4%|▎         | 1225/33666 [00:45<20:14, 26.71it/s, loss=3.14, v_num=0]
    Epoch 4:   4%|▎         | 1225/33666 [00:45<20:14, 26.71it/s, loss=3.16, v_num=0]
    Epoch 4:   4%|▎         | 1226/33666 [00:45<20:14, 26.71it/s, loss=3.16, v_num=0]
    Epoch 4:   4%|▎         | 1226/33666 [00:45<20:14, 26.71it/s, loss=3.08, v_num=0]
    Epoch 4:   4%|▎         | 1227/33666 [00:45<20:14, 26.71it/s, loss=3.08, v_num=0]
    Epoch 4:   4%|▎         | 1227/33666 [00:45<20:14, 26.71it/s, loss=3.06, v_num=0]
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    Epoch 4:   4%|▎         | 1228/33666 [00:45<20:14, 26.71it/s, loss=3.01, v_num=0]
    Epoch 4:   4%|▎         | 1229/33666 [00:46<20:14, 26.71it/s, loss=3.01, v_num=0]
    Epoch 4:   4%|▎         | 1229/33666 [00:46<20:14, 26.71it/s, loss=3.08, v_num=0]
    Epoch 4:   4%|▎         | 1230/33666 [00:46<20:14, 26.71it/s, loss=3.08, v_num=0]
    Epoch 4:   4%|▎         | 1230/33666 [00:46<20:14, 26.71it/s, loss=3.21, v_num=0]
    Epoch 4:   4%|▎         | 1231/33666 [00:46<20:14, 26.71it/s, loss=3.21, v_num=0]
    Epoch 4:   4%|▎         | 1231/33666 [00:46<20:14, 26.71it/s, loss=3.08, v_num=0]
    Epoch 4:   4%|▎         | 1232/33666 [00:46<20:14, 26.71it/s, loss=3.08, v_num=0]
    Epoch 4:   4%|▎         | 1232/33666 [00:46<20:14, 26.71it/s, loss=2.97, v_num=0]
    Epoch 4:   4%|▎         | 1233/33666 [00:46<20:14, 26.71it/s, loss=2.97, v_num=0]
    Epoch 4:   4%|▎         | 1233/33666 [00:46<20:14, 26.71it/s, loss=2.95, v_num=0]
    Epoch 4:   4%|▎         | 1234/33666 [00:46<20:14, 26.71it/s, loss=2.95, v_num=0]
    Epoch 4:   4%|▎         | 1234/33666 [00:46<20:14, 26.71it/s, loss=3.02, v_num=0]
    Epoch 4:   4%|▎         | 1235/33666 [00:46<20:14, 26.71it/s, loss=3.02, v_num=0]
    Epoch 4:   4%|▎         | 1235/33666 [00:46<20:14, 26.71it/s, loss=3.07, v_num=0]
    Epoch 4:   4%|▎         | 1236/33666 [00:46<20:14, 26.71it/s, loss=3.07, v_num=0]
    Epoch 4:   4%|▎         | 1236/33666 [00:46<20:14, 26.71it/s, loss=3.11, v_num=0]
    Epoch 4:   4%|▎         | 1237/33666 [00:46<20:14, 26.71it/s, loss=3.11, v_num=0]
    Epoch 4:   4%|▎         | 1237/33666 [00:46<20:14, 26.71it/s, loss=2.99, v_num=0]
    Epoch 4:   4%|▎         | 1238/33666 [00:46<20:14, 26.71it/s, loss=2.99, v_num=0]
    Epoch 4:   4%|▎         | 1238/33666 [00:46<20:14, 26.71it/s, loss=2.89, v_num=0]
    Epoch 4:   4%|▎         | 1239/33666 [00:46<20:14, 26.71it/s, loss=2.89, v_num=0]
    Epoch 4:   4%|▎         | 1239/33666 [00:46<20:14, 26.71it/s, loss=2.88, v_num=0]
    Epoch 4:   4%|▎         | 1240/33666 [00:46<20:14, 26.71it/s, loss=2.88, v_num=0]
    Epoch 4:   4%|▎         | 1240/33666 [00:46<20:14, 26.71it/s, loss=2.95, v_num=0]
    Epoch 4:   4%|▎         | 1241/33666 [00:46<20:14, 26.71it/s, loss=2.95, v_num=0]
    Epoch 4:   4%|▎         | 1241/33666 [00:46<20:14, 26.71it/s, loss=2.97, v_num=0]
    Epoch 4:   4%|▎         | 1242/33666 [00:46<20:14, 26.71it/s, loss=2.97, v_num=0]
    Epoch 4:   4%|▎         | 1242/33666 [00:46<20:14, 26.71it/s, loss=2.93, v_num=0]
    Epoch 4:   4%|▎         | 1243/33666 [00:46<20:14, 26.71it/s, loss=2.93, v_num=0]
    Epoch 4:   4%|▎         | 1243/33666 [00:46<20:14, 26.70it/s, loss=2.99, v_num=0]
    Epoch 4:   4%|▎         | 1244/33666 [00:46<20:14, 26.71it/s, loss=2.99, v_num=0]
    Epoch 4:   4%|▎         | 1244/33666 [00:46<20:14, 26.71it/s, loss=3.12, v_num=0]
    Epoch 4:   4%|▎         | 1245/33666 [00:46<20:13, 26.71it/s, loss=3.12, v_num=0]
    Epoch 4:   4%|▎         | 1245/33666 [00:46<20:13, 26.71it/s, loss=3.08, v_num=0]
    Epoch 4:   4%|▎         | 1246/33666 [00:46<20:13, 26.71it/s, loss=3.08, v_num=0]
    Epoch 4:   4%|▎         | 1246/33666 [00:46<20:13, 26.71it/s, loss=3.13, v_num=0]
    Epoch 4:   4%|▎         | 1247/33666 [00:46<20:13, 26.71it/s, loss=3.13, v_num=0]
    Epoch 4:   4%|▎         | 1247/33666 [00:46<20:13, 26.71it/s, loss=3.21, v_num=0]
    Epoch 4:   4%|▎         | 1248/33666 [00:46<20:13, 26.71it/s, loss=3.21, v_num=0]
    Epoch 4:   4%|▎         | 1248/33666 [00:46<20:13, 26.70it/s, loss=3.2, v_num=0] 
    Epoch 4:   4%|▎         | 1249/33666 [00:46<20:13, 26.71it/s, loss=3.2, v_num=0]
    Epoch 4:   4%|▎         | 1249/33666 [00:46<20:13, 26.71it/s, loss=3.13, v_num=0]
    Epoch 4:   4%|▎         | 1250/33666 [00:46<20:13, 26.70it/s, loss=3.13, v_num=0]
    Epoch 4:   4%|▎         | 1250/33666 [00:46<20:13, 26.70it/s, loss=3.01, v_num=0]
    Epoch 4:   4%|▎         | 1251/33666 [00:46<20:13, 26.70it/s, loss=3.01, v_num=0]
    Epoch 4:   4%|▎         | 1251/33666 [00:46<20:14, 26.70it/s, loss=3.05, v_num=0]
    Epoch 4:   4%|▎         | 1252/33666 [00:46<20:13, 26.70it/s, loss=3.05, v_num=0]
    Epoch 4:   4%|▎         | 1252/33666 [00:46<20:13, 26.70it/s, loss=3.2, v_num=0] 
    Epoch 4:   4%|▎         | 1253/33666 [00:46<20:13, 26.70it/s, loss=3.2, v_num=0]
    Epoch 4:   4%|▎         | 1253/33666 [00:46<20:13, 26.70it/s, loss=3.24, v_num=0]
    Epoch 4:   4%|▎         | 1254/33666 [00:46<20:13, 26.71it/s, loss=3.24, v_num=0]
    Epoch 4:   4%|▎         | 1254/33666 [00:46<20:13, 26.71it/s, loss=3.26, v_num=0]
    Epoch 4:   4%|▎         | 1255/33666 [00:46<20:13, 26.71it/s, loss=3.26, v_num=0]
    Epoch 4:   4%|▎         | 1255/33666 [00:46<20:13, 26.71it/s, loss=3.21, v_num=0]
    Epoch 4:   4%|▎         | 1256/33666 [00:47<20:13, 26.71it/s, loss=3.21, v_num=0]
    Epoch 4:   4%|▎         | 1256/33666 [00:47<20:13, 26.71it/s, loss=3.21, v_num=0]
    Epoch 4:   4%|▎         | 1257/33666 [00:47<20:13, 26.71it/s, loss=3.21, v_num=0]
    Epoch 4:   4%|▎         | 1257/33666 [00:47<20:13, 26.71it/s, loss=3.2, v_num=0] 
    Epoch 4:   4%|▎         | 1258/33666 [00:47<20:13, 26.71it/s, loss=3.2, v_num=0]
    Epoch 4:   4%|▎         | 1258/33666 [00:47<20:13, 26.71it/s, loss=3.26, v_num=0]
    Epoch 4:   4%|▎         | 1259/33666 [00:47<20:13, 26.71it/s, loss=3.26, v_num=0]
    Epoch 4:   4%|▎         | 1259/33666 [00:47<20:13, 26.71it/s, loss=3.17, v_num=0]
    Epoch 4:   4%|▎         | 1260/33666 [00:47<20:13, 26.71it/s, loss=3.17, v_num=0]
    Epoch 4:   4%|▎         | 1260/33666 [00:47<20:13, 26.71it/s, loss=3.17, v_num=0]
    Epoch 4:   4%|▎         | 1261/33666 [00:47<20:13, 26.70it/s, loss=3.17, v_num=0]
    Epoch 4:   4%|▎         | 1261/33666 [00:47<20:13, 26.70it/s, loss=3.13, v_num=0]
    Epoch 4:   4%|▎         | 1262/33666 [00:47<20:13, 26.70it/s, loss=3.13, v_num=0]
    Epoch 4:   4%|▎         | 1262/33666 [00:47<20:13, 26.70it/s, loss=3.15, v_num=0]
    Epoch 4:   4%|▍         | 1263/33666 [00:47<20:13, 26.70it/s, loss=3.15, v_num=0]
    Epoch 4:   4%|▍         | 1263/33666 [00:47<20:13, 26.70it/s, loss=3.1, v_num=0] 
    Epoch 4:   4%|▍         | 1264/33666 [00:47<20:13, 26.70it/s, loss=3.1, v_num=0]
    Epoch 4:   4%|▍         | 1264/33666 [00:47<20:13, 26.70it/s, loss=3.05, v_num=0]
    Epoch 4:   4%|▍         | 1265/33666 [00:47<20:13, 26.70it/s, loss=3.05, v_num=0]
    Epoch 4:   4%|▍         | 1265/33666 [00:47<20:13, 26.70it/s, loss=3.03, v_num=0]
    Epoch 4:   4%|▍         | 1266/33666 [00:47<20:13, 26.70it/s, loss=3.03, v_num=0]
    Epoch 4:   4%|▍         | 1266/33666 [00:47<20:13, 26.70it/s, loss=3.02, v_num=0]
    Epoch 4:   4%|▍         | 1267/33666 [00:47<20:13, 26.70it/s, loss=3.02, v_num=0]
    Epoch 4:   4%|▍         | 1267/33666 [00:47<20:13, 26.70it/s, loss=2.94, v_num=0]
    Epoch 4:   4%|▍         | 1268/33666 [00:47<20:13, 26.70it/s, loss=2.94, v_num=0]
    Epoch 4:   4%|▍         | 1268/33666 [00:47<20:13, 26.70it/s, loss=3.09, v_num=0]
    Epoch 4:   4%|▍         | 1269/33666 [00:47<20:13, 26.70it/s, loss=3.09, v_num=0]
    Epoch 4:   4%|▍         | 1269/33666 [00:47<20:13, 26.70it/s, loss=3.15, v_num=0]
    Epoch 4:   4%|▍         | 1270/33666 [00:47<20:13, 26.69it/s, loss=3.15, v_num=0]
    Epoch 4:   4%|▍         | 1270/33666 [00:47<20:13, 26.69it/s, loss=3.17, v_num=0]
    Epoch 4:   4%|▍         | 1271/33666 [00:47<20:13, 26.70it/s, loss=3.17, v_num=0]
    Epoch 4:   4%|▍         | 1271/33666 [00:47<20:13, 26.70it/s, loss=3.36, v_num=0]
    Epoch 4:   4%|▍         | 1272/33666 [00:47<20:13, 26.70it/s, loss=3.36, v_num=0]
    Epoch 4:   4%|▍         | 1272/33666 [00:47<20:13, 26.70it/s, loss=3.39, v_num=0]
    Epoch 4:   4%|▍         | 1273/33666 [00:47<20:13, 26.70it/s, loss=3.39, v_num=0]
    Epoch 4:   4%|▍         | 1273/33666 [00:47<20:13, 26.70it/s, loss=3.41, v_num=0]
    Epoch 4:   4%|▍         | 1274/33666 [00:47<20:13, 26.69it/s, loss=3.41, v_num=0]
    Epoch 4:   4%|▍         | 1274/33666 [00:47<20:13, 26.69it/s, loss=3.41, v_num=0]
    Epoch 4:   4%|▍         | 1275/33666 [00:47<20:13, 26.70it/s, loss=3.41, v_num=0]
    Epoch 4:   4%|▍         | 1275/33666 [00:47<20:13, 26.70it/s, loss=3.45, v_num=0]
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    Epoch 4:   4%|▍         | 1276/33666 [00:47<20:13, 26.70it/s, loss=3.45, v_num=0]
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    Epoch 4:   4%|▍         | 1277/33666 [00:47<20:13, 26.70it/s, loss=3.58, v_num=0]
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    Epoch 4:   4%|▍         | 1278/33666 [00:47<20:13, 26.70it/s, loss=3.62, v_num=0]
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    Epoch 4:   4%|▍         | 1279/33666 [00:47<20:13, 26.70it/s, loss=3.76, v_num=0]
    Epoch 4:   4%|▍         | 1280/33666 [00:47<20:12, 26.70it/s, loss=3.76, v_num=0]
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    Epoch 4:   4%|▍         | 1281/33666 [00:47<20:13, 26.70it/s, loss=3.65, v_num=0]
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    Epoch 4:   4%|▍         | 1293/33666 [00:48<20:12, 26.70it/s, loss=3.28, v_num=0]
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    Epoch 4:   4%|▍         | 1297/33666 [00:48<20:12, 26.71it/s, loss=3.05, v_num=0]
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    Epoch 4:   4%|▍         | 1298/33666 [00:48<20:11, 26.71it/s, loss=3.08, v_num=0]
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    Epoch 4:   4%|▍         | 1329/33666 [00:49<20:08, 26.76it/s, loss=2.78, v_num=0]
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    Epoch 4:   4%|▍         | 1331/33666 [00:49<20:08, 26.77it/s, loss=2.96, v_num=0]
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    Epoch 4:   4%|▍         | 1336/33666 [00:49<20:07, 26.77it/s, loss=3.05, v_num=0]
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    Epoch 4:   4%|▍         | 1339/33666 [00:50<20:07, 26.78it/s, loss=2.98, v_num=0]
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    Epoch 4:   4%|▍         | 1341/33666 [00:50<20:06, 26.79it/s, loss=3.05, v_num=0]
    Epoch 4:   4%|▍         | 1342/33666 [00:50<20:06, 26.79it/s, loss=3.05, v_num=0]
    Epoch 4:   4%|▍         | 1342/33666 [00:50<20:06, 26.79it/s, loss=3.14, v_num=0]
    Epoch 4:   4%|▍         | 1343/33666 [00:50<20:06, 26.79it/s, loss=3.14, v_num=0]
    Epoch 4:   4%|▍         | 1343/33666 [00:50<20:06, 26.79it/s, loss=3.15, v_num=0]
    Epoch 4:   4%|▍         | 1344/33666 [00:50<20:06, 26.79it/s, loss=3.15, v_num=0]
    Epoch 4:   4%|▍         | 1344/33666 [00:50<20:06, 26.79it/s, loss=3.17, v_num=0]
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    Epoch 4:   4%|▍         | 1346/33666 [00:50<20:06, 26.79it/s, loss=3.2, v_num=0] 
    Epoch 4:   4%|▍         | 1347/33666 [00:50<20:06, 26.79it/s, loss=3.2, v_num=0]
    Epoch 4:   4%|▍         | 1347/33666 [00:50<20:06, 26.79it/s, loss=3.21, v_num=0]
    Epoch 4:   4%|▍         | 1348/33666 [00:50<20:06, 26.79it/s, loss=3.21, v_num=0]
    Epoch 4:   4%|▍         | 1348/33666 [00:50<20:06, 26.79it/s, loss=3.15, v_num=0]
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    Epoch 4:   4%|▍         | 1349/33666 [00:50<20:06, 26.79it/s, loss=3.17, v_num=0]
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    Epoch 4:   4%|▍         | 1351/33666 [00:50<20:06, 26.79it/s, loss=2.96, v_num=0]
    Epoch 4:   4%|▍         | 1352/33666 [00:50<20:06, 26.79it/s, loss=2.96, v_num=0]
    Epoch 4:   4%|▍         | 1352/33666 [00:50<20:06, 26.79it/s, loss=3.1, v_num=0] 
    Epoch 4:   4%|▍         | 1353/33666 [00:50<20:06, 26.79it/s, loss=3.1, v_num=0]
    Epoch 4:   4%|▍         | 1353/33666 [00:50<20:06, 26.79it/s, loss=3.12, v_num=0]
    Epoch 4:   4%|▍         | 1354/33666 [00:50<20:06, 26.79it/s, loss=3.12, v_num=0]
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    Epoch 4:   4%|▍         | 1355/33666 [00:50<20:06, 26.79it/s, loss=3.1, v_num=0] 
    Epoch 4:   4%|▍         | 1356/33666 [00:50<20:05, 26.79it/s, loss=3.1, v_num=0]
    Epoch 4:   4%|▍         | 1356/33666 [00:50<20:05, 26.79it/s, loss=3.2, v_num=0]
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    Epoch 4:   4%|▍         | 1428/33666 [00:53<20:05, 26.74it/s, loss=2.83, v_num=0]
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    Epoch 4:   5%|▌         | 1764/33666 [01:05<19:47, 26.86it/s, loss=3.18, v_num=0]
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    Epoch 4:   5%|▌         | 1808/33666 [01:07<19:45, 26.87it/s, loss=3.09, v_num=0]
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    Epoch 4:   5%|▌         | 1811/33666 [01:07<19:45, 26.87it/s, loss=3.21, v_num=0]
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    Epoch 4:   5%|▌         | 1812/33666 [01:07<19:45, 26.87it/s, loss=3.09, v_num=0]
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    Epoch 4:   5%|▌         | 1813/33666 [01:07<19:45, 26.87it/s, loss=3.12, v_num=0]
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    Epoch 4:   5%|▌         | 1816/33666 [01:07<19:45, 26.87it/s, loss=3.14, v_num=0]
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    Epoch 4:   5%|▌         | 1817/33666 [01:07<19:45, 26.87it/s, loss=3.1, v_num=0] 
    Epoch 4:   5%|▌         | 1818/33666 [01:07<19:45, 26.88it/s, loss=3.1, v_num=0]
    Epoch 4:   5%|▌         | 1818/33666 [01:07<19:45, 26.88it/s, loss=2.98, v_num=0]
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    Epoch 4:   5%|▌         | 1820/33666 [01:07<19:44, 26.88it/s, loss=2.92, v_num=0]
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    Epoch 4:   5%|▌         | 1824/33666 [01:07<19:44, 26.88it/s, loss=3.12, v_num=0]
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    Epoch 4:   5%|▌         | 1825/33666 [01:07<19:44, 26.88it/s, loss=3.15, v_num=0]
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    Epoch 4:   5%|▌         | 1826/33666 [01:07<19:44, 26.87it/s, loss=3.13, v_num=0]
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    Epoch 4:   5%|▌         | 1827/33666 [01:07<19:44, 26.87it/s, loss=3.06, v_num=0]
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    Epoch 4:   5%|▌         | 1830/33666 [01:08<19:44, 26.87it/s, loss=2.99, v_num=0]
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    Epoch 4:   5%|▌         | 1831/33666 [01:08<19:44, 26.88it/s, loss=2.92, v_num=0]
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    Epoch 4:   5%|▌         | 1832/33666 [01:08<19:44, 26.88it/s, loss=2.92, v_num=0]
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    Epoch 4:   5%|▌         | 1833/33666 [01:08<19:44, 26.88it/s, loss=2.86, v_num=0]
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    Epoch 4:   5%|▌         | 1834/33666 [01:08<19:44, 26.88it/s, loss=2.91, v_num=0]
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    Epoch 4:   5%|▌         | 1835/33666 [01:08<19:44, 26.88it/s, loss=2.87, v_num=0]
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    Epoch 4:   5%|▌         | 1836/33666 [01:08<19:44, 26.88it/s, loss=2.8, v_num=0] 
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    Epoch 4:   5%|▌         | 1837/33666 [01:08<19:44, 26.88it/s, loss=2.86, v_num=0]
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    Epoch 4:   5%|▌         | 1838/33666 [01:08<19:44, 26.88it/s, loss=2.93, v_num=0]
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    Epoch 4:   5%|▌         | 1839/33666 [01:08<19:44, 26.88it/s, loss=2.97, v_num=0]
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    Epoch 4:   5%|▌         | 1844/33666 [01:08<19:43, 26.88it/s, loss=2.89, v_num=0]
    Epoch 4:   5%|▌         | 1845/33666 [01:08<19:43, 26.88it/s, loss=2.89, v_num=0]
    Epoch 4:   5%|▌         | 1845/33666 [01:08<19:43, 26.88it/s, loss=2.84, v_num=0]
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    Epoch 4:   5%|▌         | 1846/33666 [01:08<19:43, 26.88it/s, loss=2.8, v_num=0] 
    Epoch 4:   5%|▌         | 1847/33666 [01:08<19:43, 26.88it/s, loss=2.8, v_num=0]
    Epoch 4:   5%|▌         | 1847/33666 [01:08<19:43, 26.88it/s, loss=2.89, v_num=0]
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    Epoch 4:   5%|▌         | 1849/33666 [01:08<19:43, 26.88it/s, loss=2.95, v_num=0]
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    Epoch 4:   5%|▌         | 1850/33666 [01:08<19:43, 26.88it/s, loss=3, v_num=0]   
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    Epoch 4:   6%|▌         | 1852/33666 [01:08<19:43, 26.88it/s, loss=3.12, v_num=0]
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    Epoch 4:   6%|▌         | 1854/33666 [01:08<19:43, 26.89it/s, loss=3.18, v_num=0]
    Epoch 4:   6%|▌         | 1854/33666 [01:08<19:43, 26.89it/s, loss=3.06, v_num=0]
    Epoch 4:   6%|▌         | 1855/33666 [01:08<19:43, 26.89it/s, loss=3.06, v_num=0]
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    Epoch 4:   6%|▌         | 1856/33666 [01:09<19:43, 26.89it/s, loss=3.17, v_num=0]
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    Epoch 4:   6%|▌         | 1857/33666 [01:09<19:43, 26.89it/s, loss=3.13, v_num=0]
    Epoch 4:   6%|▌         | 1858/33666 [01:09<19:42, 26.89it/s, loss=3.13, v_num=0]
    Epoch 4:   6%|▌         | 1858/33666 [01:09<19:42, 26.89it/s, loss=3.09, v_num=0]
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    Epoch 4:   6%|▌         | 1859/33666 [01:09<19:42, 26.89it/s, loss=3.17, v_num=0]
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    Epoch 4:   6%|▌         | 1860/33666 [01:09<19:42, 26.89it/s, loss=3.2, v_num=0] 
    Epoch 4:   6%|▌         | 1861/33666 [01:09<19:42, 26.89it/s, loss=3.2, v_num=0]
    Epoch 4:   6%|▌         | 1861/33666 [01:09<19:42, 26.89it/s, loss=3.06, v_num=0]
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    Epoch 4:   6%|▌         | 1864/33666 [01:09<19:42, 26.89it/s, loss=3.28, v_num=0]
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    Epoch 4:   6%|▌         | 1865/33666 [01:09<19:42, 26.89it/s, loss=3.3, v_num=0] 
    Epoch 4:   6%|▌         | 1866/33666 [01:09<19:42, 26.89it/s, loss=3.3, v_num=0]
    Epoch 4:   6%|▌         | 1866/33666 [01:09<19:42, 26.89it/s, loss=3.36, v_num=0]
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    Epoch 4:   6%|▌         | 1888/33666 [01:10<19:39, 26.94it/s, loss=3.12, v_num=0]
    Epoch 4:   6%|▌         | 1889/33666 [01:10<19:39, 26.94it/s, loss=3.12, v_num=0]
    Epoch 4:   6%|▌         | 1889/33666 [01:10<19:39, 26.94it/s, loss=3.02, v_num=0]
    Epoch 4:   6%|▌         | 1890/33666 [01:10<19:39, 26.94it/s, loss=3.02, v_num=0]
    Epoch 4:   6%|▌         | 1890/33666 [01:10<19:39, 26.94it/s, loss=3.04, v_num=0]
    Epoch 4:   6%|▌         | 1891/33666 [01:10<19:39, 26.94it/s, loss=3.04, v_num=0]
    Epoch 4:   6%|▌         | 1891/33666 [01:10<19:39, 26.94it/s, loss=3.04, v_num=0]
    Epoch 4:   6%|▌         | 1892/33666 [01:10<19:39, 26.94it/s, loss=3.04, v_num=0]
    Epoch 4:   6%|▌         | 1892/33666 [01:10<19:39, 26.94it/s, loss=3.08, v_num=0]
    Epoch 4:   6%|▌         | 1893/33666 [01:10<19:39, 26.95it/s, loss=3.08, v_num=0]
    Epoch 4:   6%|▌         | 1893/33666 [01:10<19:39, 26.95it/s, loss=3.04, v_num=0]
    Epoch 4:   6%|▌         | 1894/33666 [01:10<19:39, 26.95it/s, loss=3.04, v_num=0]
    Epoch 4:   6%|▌         | 1894/33666 [01:10<19:39, 26.95it/s, loss=3.03, v_num=0]
    Epoch 4:   6%|▌         | 1895/33666 [01:10<19:38, 26.95it/s, loss=3.03, v_num=0]
    Epoch 4:   6%|▌         | 1895/33666 [01:10<19:38, 26.95it/s, loss=3, v_num=0]   
    Epoch 4:   6%|▌         | 1896/33666 [01:10<19:38, 26.95it/s, loss=3, v_num=0]
    Epoch 4:   6%|▌         | 1896/33666 [01:10<19:38, 26.95it/s, loss=3.08, v_num=0]
    Epoch 4:   6%|▌         | 1897/33666 [01:10<19:38, 26.95it/s, loss=3.08, v_num=0]
    Epoch 4:   6%|▌         | 1897/33666 [01:10<19:38, 26.95it/s, loss=3.09, v_num=0]
    Epoch 4:   6%|▌         | 1898/33666 [01:10<19:38, 26.95it/s, loss=3.09, v_num=0]
    Epoch 4:   6%|▌         | 1898/33666 [01:10<19:38, 26.95it/s, loss=3, v_num=0]   
    Epoch 4:   6%|▌         | 1899/33666 [01:10<19:38, 26.96it/s, loss=3, v_num=0]
    Epoch 4:   6%|▌         | 1899/33666 [01:10<19:38, 26.96it/s, loss=3.03, v_num=0]
    Epoch 4:   6%|▌         | 1900/33666 [01:10<19:38, 26.96it/s, loss=3.03, v_num=0]
    Epoch 4:   6%|▌         | 1900/33666 [01:10<19:38, 26.96it/s, loss=3.05, v_num=0]
    Epoch 4:   6%|▌         | 1901/33666 [01:10<19:38, 26.96it/s, loss=3.05, v_num=0]
    Epoch 4:   6%|▌         | 1901/33666 [01:10<19:38, 26.96it/s, loss=3.07, v_num=0]
    Epoch 4:   6%|▌         | 1902/33666 [01:10<19:38, 26.96it/s, loss=3.07, v_num=0]
    Epoch 4:   6%|▌         | 1902/33666 [01:10<19:38, 26.96it/s, loss=3.06, v_num=0]
    Epoch 4:   6%|▌         | 1903/33666 [01:10<19:37, 26.96it/s, loss=3.06, v_num=0]
    Epoch 4:   6%|▌         | 1903/33666 [01:10<19:37, 26.96it/s, loss=2.97, v_num=0]
    Epoch 4:   6%|▌         | 1904/33666 [01:10<19:37, 26.97it/s, loss=2.97, v_num=0]
    Epoch 4:   6%|▌         | 1904/33666 [01:10<19:37, 26.97it/s, loss=3.04, v_num=0]
    Epoch 4:   6%|▌         | 1905/33666 [01:10<19:37, 26.97it/s, loss=3.04, v_num=0]
    Epoch 4:   6%|▌         | 1905/33666 [01:10<19:37, 26.97it/s, loss=3, v_num=0]   
    Epoch 4:   6%|▌         | 1906/33666 [01:10<19:37, 26.97it/s, loss=3, v_num=0]
    Epoch 4:   6%|▌         | 1906/33666 [01:10<19:37, 26.97it/s, loss=2.99, v_num=0]
    Epoch 4:   6%|▌         | 1907/33666 [01:10<19:37, 26.97it/s, loss=2.99, v_num=0]
    Epoch 4:   6%|▌         | 1907/33666 [01:10<19:37, 26.97it/s, loss=2.9, v_num=0] 
    Epoch 4:   6%|▌         | 1908/33666 [01:10<19:37, 26.97it/s, loss=2.9, v_num=0]
    Epoch 4:   6%|▌         | 1908/33666 [01:10<19:37, 26.97it/s, loss=2.95, v_num=0]
    Epoch 4:   6%|▌         | 1909/33666 [01:10<19:37, 26.97it/s, loss=2.95, v_num=0]
    Epoch 4:   6%|▌         | 1909/33666 [01:10<19:37, 26.97it/s, loss=2.93, v_num=0]
    Epoch 4:   6%|▌         | 1910/33666 [01:10<19:37, 26.97it/s, loss=2.93, v_num=0]
    Epoch 4:   6%|▌         | 1910/33666 [01:10<19:37, 26.97it/s, loss=2.78, v_num=0]
    Epoch 4:   6%|▌         | 1911/33666 [01:10<19:37, 26.97it/s, loss=2.78, v_num=0]
    Epoch 4:   6%|▌         | 1911/33666 [01:10<19:37, 26.97it/s, loss=2.77, v_num=0]
    Epoch 4:   6%|▌         | 1912/33666 [01:10<19:37, 26.97it/s, loss=2.77, v_num=0]
    Epoch 4:   6%|▌         | 1912/33666 [01:10<19:37, 26.97it/s, loss=2.72, v_num=0]
    Epoch 4:   6%|▌         | 1913/33666 [01:10<19:37, 26.97it/s, loss=2.72, v_num=0]
    Epoch 4:   6%|▌         | 1913/33666 [01:10<19:37, 26.97it/s, loss=2.71, v_num=0]
    Epoch 4:   6%|▌         | 1914/33666 [01:10<19:37, 26.97it/s, loss=2.71, v_num=0]
    Epoch 4:   6%|▌         | 1914/33666 [01:10<19:37, 26.97it/s, loss=2.75, v_num=0]
    Epoch 4:   6%|▌         | 1915/33666 [01:11<19:37, 26.97it/s, loss=2.75, v_num=0]
    Epoch 4:   6%|▌         | 1915/33666 [01:11<19:37, 26.97it/s, loss=2.85, v_num=0]
    Epoch 4:   6%|▌         | 1916/33666 [01:11<19:37, 26.97it/s, loss=2.85, v_num=0]
    Epoch 4:   6%|▌         | 1916/33666 [01:11<19:37, 26.97it/s, loss=2.83, v_num=0]
    Epoch 4:   6%|▌         | 1917/33666 [01:11<19:37, 26.97it/s, loss=2.83, v_num=0]
    Epoch 4:   6%|▌         | 1917/33666 [01:11<19:37, 26.97it/s, loss=2.86, v_num=0]
    Epoch 4:   6%|▌         | 1918/33666 [01:11<19:37, 26.97it/s, loss=2.86, v_num=0]
    Epoch 4:   6%|▌         | 1918/33666 [01:11<19:37, 26.97it/s, loss=2.94, v_num=0]
    Epoch 4:   6%|▌         | 1919/33666 [01:11<19:37, 26.97it/s, loss=2.94, v_num=0]
    Epoch 4:   6%|▌         | 1919/33666 [01:11<19:37, 26.97it/s, loss=2.93, v_num=0]
    Epoch 4:   6%|▌         | 1920/33666 [01:11<19:37, 26.97it/s, loss=2.93, v_num=0]
    Epoch 4:   6%|▌         | 1920/33666 [01:11<19:37, 26.97it/s, loss=2.94, v_num=0]
    Epoch 4:   6%|▌         | 1921/33666 [01:11<19:37, 26.97it/s, loss=2.94, v_num=0]
    Epoch 4:   6%|▌         | 1921/33666 [01:11<19:37, 26.97it/s, loss=2.86, v_num=0]
    Epoch 4:   6%|▌         | 1922/33666 [01:11<19:36, 26.97it/s, loss=2.86, v_num=0]
    Epoch 4:   6%|▌         | 1922/33666 [01:11<19:36, 26.97it/s, loss=2.83, v_num=0]
    Epoch 4:   6%|▌         | 1923/33666 [01:11<19:36, 26.97it/s, loss=2.83, v_num=0]
    Epoch 4:   6%|▌         | 1923/33666 [01:11<19:36, 26.97it/s, loss=2.81, v_num=0]
    Epoch 4:   6%|▌         | 1924/33666 [01:11<19:36, 26.97it/s, loss=2.81, v_num=0]
    Epoch 4:   6%|▌         | 1924/33666 [01:11<19:36, 26.97it/s, loss=2.68, v_num=0]
    Epoch 4:   6%|▌         | 1925/33666 [01:11<19:36, 26.98it/s, loss=2.68, v_num=0]
    Epoch 4:   6%|▌         | 1925/33666 [01:11<19:36, 26.98it/s, loss=2.78, v_num=0]
    Epoch 4:   6%|▌         | 1926/33666 [01:11<19:36, 26.98it/s, loss=2.78, v_num=0]
    Epoch 4:   6%|▌         | 1926/33666 [01:11<19:36, 26.98it/s, loss=2.82, v_num=0]
    Epoch 4:   6%|▌         | 1927/33666 [01:11<19:36, 26.98it/s, loss=2.82, v_num=0]
    Epoch 4:   6%|▌         | 1927/33666 [01:11<19:36, 26.98it/s, loss=2.96, v_num=0]
    Epoch 4:   6%|▌         | 1928/33666 [01:11<19:36, 26.98it/s, loss=2.96, v_num=0]
    Epoch 4:   6%|▌         | 1928/33666 [01:11<19:36, 26.98it/s, loss=2.97, v_num=0]
    Epoch 4:   6%|▌         | 1929/33666 [01:11<19:36, 26.98it/s, loss=2.97, v_num=0]
    Epoch 4:   6%|▌         | 1929/33666 [01:11<19:36, 26.98it/s, loss=3.08, v_num=0]
    Epoch 4:   6%|▌         | 1930/33666 [01:11<19:36, 26.97it/s, loss=3.08, v_num=0]
    Epoch 4:   6%|▌         | 1930/33666 [01:11<19:36, 26.97it/s, loss=3.16, v_num=0]
    Epoch 4:   6%|▌         | 1931/33666 [01:11<19:36, 26.97it/s, loss=3.16, v_num=0]
    Epoch 4:   6%|▌         | 1931/33666 [01:11<19:36, 26.97it/s, loss=3.16, v_num=0]
    Epoch 4:   6%|▌         | 1932/33666 [01:11<19:36, 26.98it/s, loss=3.16, v_num=0]
    Epoch 4:   6%|▌         | 1932/33666 [01:11<19:36, 26.97it/s, loss=3.27, v_num=0]
    Epoch 4:   6%|▌         | 1933/33666 [01:11<19:36, 26.98it/s, loss=3.27, v_num=0]
    Epoch 4:   6%|▌         | 1933/33666 [01:11<19:36, 26.98it/s, loss=3.35, v_num=0]
    Epoch 4:   6%|▌         | 1934/33666 [01:11<19:36, 26.98it/s, loss=3.35, v_num=0]
    Epoch 4:   6%|▌         | 1934/33666 [01:11<19:36, 26.98it/s, loss=3.34, v_num=0]
    Epoch 4:   6%|▌         | 1935/33666 [01:11<19:36, 26.98it/s, loss=3.34, v_num=0]
    Epoch 4:   6%|▌         | 1935/33666 [01:11<19:36, 26.98it/s, loss=3.33, v_num=0]
    Epoch 4:   6%|▌         | 1936/33666 [01:11<19:36, 26.98it/s, loss=3.33, v_num=0]
    Epoch 4:   6%|▌         | 1936/33666 [01:11<19:36, 26.98it/s, loss=3.29, v_num=0]
    Epoch 4:   6%|▌         | 1937/33666 [01:11<19:36, 26.98it/s, loss=3.29, v_num=0]
    Epoch 4:   6%|▌         | 1937/33666 [01:11<19:36, 26.98it/s, loss=3.23, v_num=0]
    Epoch 4:   6%|▌         | 1938/33666 [01:11<19:36, 26.98it/s, loss=3.23, v_num=0]
    Epoch 4:   6%|▌         | 1938/33666 [01:11<19:36, 26.98it/s, loss=3.17, v_num=0]
    Epoch 4:   6%|▌         | 1939/33666 [01:11<19:36, 26.98it/s, loss=3.17, v_num=0]
    Epoch 4:   6%|▌         | 1939/33666 [01:11<19:36, 26.98it/s, loss=3.11, v_num=0]
    Epoch 4:   6%|▌         | 1940/33666 [01:11<19:35, 26.98it/s, loss=3.11, v_num=0]
    Epoch 4:   6%|▌         | 1940/33666 [01:11<19:35, 26.98it/s, loss=3.1, v_num=0] 
    Epoch 4:   6%|▌         | 1941/33666 [01:11<19:35, 26.98it/s, loss=3.1, v_num=0]
    Epoch 4:   6%|▌         | 1941/33666 [01:11<19:35, 26.98it/s, loss=3.13, v_num=0]
    Epoch 4:   6%|▌         | 1942/33666 [01:11<19:35, 26.98it/s, loss=3.13, v_num=0]
    Epoch 4:   6%|▌         | 1942/33666 [01:11<19:35, 26.98it/s, loss=3.14, v_num=0]
    Epoch 4:   6%|▌         | 1943/33666 [01:12<19:35, 26.98it/s, loss=3.14, v_num=0]
    Epoch 4:   6%|▌         | 1943/33666 [01:12<19:35, 26.98it/s, loss=3.25, v_num=0]
    Epoch 4:   6%|▌         | 1944/33666 [01:12<19:35, 26.98it/s, loss=3.25, v_num=0]
    Epoch 4:   6%|▌         | 1944/33666 [01:12<19:35, 26.98it/s, loss=3.27, v_num=0]
    Epoch 4:   6%|▌         | 1945/33666 [01:12<19:35, 26.98it/s, loss=3.27, v_num=0]
    Epoch 4:   6%|▌         | 1945/33666 [01:12<19:35, 26.98it/s, loss=3.18, v_num=0]
    Epoch 4:   6%|▌         | 1946/33666 [01:12<19:35, 26.98it/s, loss=3.18, v_num=0]
    Epoch 4:   6%|▌         | 1946/33666 [01:12<19:35, 26.98it/s, loss=3.19, v_num=0]
    Epoch 4:   6%|▌         | 1947/33666 [01:12<19:35, 26.98it/s, loss=3.19, v_num=0]
    Epoch 4:   6%|▌         | 1947/33666 [01:12<19:35, 26.98it/s, loss=3.2, v_num=0] 
    Epoch 4:   6%|▌         | 1948/33666 [01:12<19:35, 26.98it/s, loss=3.2, v_num=0]
    Epoch 4:   6%|▌         | 1948/33666 [01:12<19:35, 26.98it/s, loss=3.2, v_num=0]
    Epoch 4:   6%|▌         | 1949/33666 [01:12<19:35, 26.98it/s, loss=3.2, v_num=0]
    Epoch 4:   6%|▌         | 1949/33666 [01:12<19:35, 26.98it/s, loss=3.13, v_num=0]
    Epoch 4:   6%|▌         | 1950/33666 [01:12<19:35, 26.98it/s, loss=3.13, v_num=0]
    Epoch 4:   6%|▌         | 1950/33666 [01:12<19:35, 26.98it/s, loss=3.16, v_num=0]
    Epoch 4:   6%|▌         | 1951/33666 [01:12<19:35, 26.98it/s, loss=3.16, v_num=0]
    Epoch 4:   6%|▌         | 1951/33666 [01:12<19:35, 26.98it/s, loss=3.2, v_num=0] 
    Epoch 4:   6%|▌         | 1952/33666 [01:12<19:35, 26.98it/s, loss=3.2, v_num=0]
    Epoch 4:   6%|▌         | 1952/33666 [01:12<19:35, 26.98it/s, loss=3.17, v_num=0]
    Epoch 4:   6%|▌         | 1953/33666 [01:12<19:35, 26.98it/s, loss=3.17, v_num=0]
    Epoch 4:   6%|▌         | 1953/33666 [01:12<19:35, 26.98it/s, loss=3.08, v_num=0]
    Epoch 4:   6%|▌         | 1954/33666 [01:12<19:35, 26.98it/s, loss=3.08, v_num=0]
    Epoch 4:   6%|▌         | 1954/33666 [01:12<19:35, 26.98it/s, loss=3.09, v_num=0]
    Epoch 4:   6%|▌         | 1955/33666 [01:12<19:35, 26.98it/s, loss=3.09, v_num=0]
    Epoch 4:   6%|▌         | 1955/33666 [01:12<19:35, 26.98it/s, loss=3.01, v_num=0]
    Epoch 4:   6%|▌         | 1956/33666 [01:12<19:35, 26.98it/s, loss=3.01, v_num=0]
    Epoch 4:   6%|▌         | 1956/33666 [01:12<19:35, 26.98it/s, loss=2.99, v_num=0]
    Epoch 4:   6%|▌         | 1957/33666 [01:12<19:35, 26.98it/s, loss=2.99, v_num=0]
    Epoch 4:   6%|▌         | 1957/33666 [01:12<19:35, 26.98it/s, loss=2.98, v_num=0]
    Epoch 4:   6%|▌         | 1958/33666 [01:12<19:35, 26.98it/s, loss=2.98, v_num=0]
    Epoch 4:   6%|▌         | 1958/33666 [01:12<19:35, 26.98it/s, loss=3.02, v_num=0]
    Epoch 4:   6%|▌         | 1959/33666 [01:12<19:35, 26.98it/s, loss=3.02, v_num=0]
    Epoch 4:   6%|▌         | 1959/33666 [01:12<19:35, 26.98it/s, loss=3.06, v_num=0]
    Epoch 4:   6%|▌         | 1960/33666 [01:12<19:35, 26.98it/s, loss=3.06, v_num=0]
    Epoch 4:   6%|▌         | 1960/33666 [01:12<19:35, 26.98it/s, loss=3.2, v_num=0] 
    Epoch 4:   6%|▌         | 1961/33666 [01:12<19:34, 26.98it/s, loss=3.2, v_num=0]
    Epoch 4:   6%|▌         | 1961/33666 [01:12<19:34, 26.98it/s, loss=3.32, v_num=0]
    Epoch 4:   6%|▌         | 1962/33666 [01:12<19:34, 26.98it/s, loss=3.32, v_num=0]
    Epoch 4:   6%|▌         | 1962/33666 [01:12<19:34, 26.98it/s, loss=3.38, v_num=0]
    Epoch 4:   6%|▌         | 1963/33666 [01:12<19:34, 26.98it/s, loss=3.38, v_num=0]
    Epoch 4:   6%|▌         | 1963/33666 [01:12<19:34, 26.98it/s, loss=3.41, v_num=0]
    Epoch 4:   6%|▌         | 1964/33666 [01:12<19:34, 26.98it/s, loss=3.41, v_num=0]
    Epoch 4:   6%|▌         | 1964/33666 [01:12<19:34, 26.98it/s, loss=3.43, v_num=0]
    Epoch 4:   6%|▌         | 1965/33666 [01:12<19:34, 26.99it/s, loss=3.43, v_num=0]
    Epoch 4:   6%|▌         | 1965/33666 [01:12<19:34, 26.99it/s, loss=3.5, v_num=0] 
    Epoch 4:   6%|▌         | 1966/33666 [01:12<19:34, 26.99it/s, loss=3.5, v_num=0]
    Epoch 4:   6%|▌         | 1966/33666 [01:12<19:34, 26.99it/s, loss=3.53, v_num=0]
    Epoch 4:   6%|▌         | 1967/33666 [01:12<19:34, 26.99it/s, loss=3.53, v_num=0]
    Epoch 4:   6%|▌         | 1967/33666 [01:12<19:34, 26.99it/s, loss=3.48, v_num=0]
    Epoch 4:   6%|▌         | 1968/33666 [01:12<19:34, 26.99it/s, loss=3.48, v_num=0]
    Epoch 4:   6%|▌         | 1968/33666 [01:12<19:34, 26.99it/s, loss=3.46, v_num=0]
    Epoch 4:   6%|▌         | 1969/33666 [01:12<19:34, 26.99it/s, loss=3.46, v_num=0]
    Epoch 4:   6%|▌         | 1969/33666 [01:12<19:34, 26.99it/s, loss=3.49, v_num=0]
    Epoch 4:   6%|▌         | 1970/33666 [01:12<19:34, 26.99it/s, loss=3.49, v_num=0]
    Epoch 4:   6%|▌         | 1970/33666 [01:12<19:34, 26.99it/s, loss=3.48, v_num=0]
    Epoch 4:   6%|▌         | 1971/33666 [01:13<19:34, 26.99it/s, loss=3.48, v_num=0]
    Epoch 4:   6%|▌         | 1971/33666 [01:13<19:34, 26.99it/s, loss=3.38, v_num=0]
    Epoch 4:   6%|▌         | 1972/33666 [01:13<19:34, 26.99it/s, loss=3.38, v_num=0]
    Epoch 4:   6%|▌         | 1972/33666 [01:13<19:34, 26.99it/s, loss=3.45, v_num=0]
    Epoch 4:   6%|▌         | 1973/33666 [01:13<19:34, 26.99it/s, loss=3.45, v_num=0]
    Epoch 4:   6%|▌         | 1973/33666 [01:13<19:34, 26.99it/s, loss=3.41, v_num=0]
    Epoch 4:   6%|▌         | 1974/33666 [01:13<19:34, 26.99it/s, loss=3.41, v_num=0]
    Epoch 4:   6%|▌         | 1974/33666 [01:13<19:34, 26.99it/s, loss=3.42, v_num=0]
    Epoch 4:   6%|▌         | 1975/33666 [01:13<19:34, 26.99it/s, loss=3.42, v_num=0]
    Epoch 4:   6%|▌         | 1975/33666 [01:13<19:34, 26.99it/s, loss=3.47, v_num=0]
    Epoch 4:   6%|▌         | 1976/33666 [01:13<19:34, 26.99it/s, loss=3.47, v_num=0]
    Epoch 4:   6%|▌         | 1976/33666 [01:13<19:34, 26.99it/s, loss=3.52, v_num=0]
    Epoch 4:   6%|▌         | 1977/33666 [01:13<19:34, 26.99it/s, loss=3.52, v_num=0]
    Epoch 4:   6%|▌         | 1977/33666 [01:13<19:34, 26.99it/s, loss=3.56, v_num=0]
    Epoch 4:   6%|▌         | 1978/33666 [01:13<19:34, 26.99it/s, loss=3.56, v_num=0]
    Epoch 4:   6%|▌         | 1978/33666 [01:13<19:34, 26.99it/s, loss=3.51, v_num=0]
    Epoch 4:   6%|▌         | 1979/33666 [01:13<19:34, 26.99it/s, loss=3.51, v_num=0]
    Epoch 4:   6%|▌         | 1979/33666 [01:13<19:34, 26.99it/s, loss=3.53, v_num=0]
    Epoch 4:   6%|▌         | 1980/33666 [01:13<19:34, 26.99it/s, loss=3.53, v_num=0]
    Epoch 4:   6%|▌         | 1980/33666 [01:13<19:34, 26.99it/s, loss=3.3, v_num=0] 
    Epoch 4:   6%|▌         | 1981/33666 [01:13<19:34, 26.99it/s, loss=3.3, v_num=0]
    Epoch 4:   6%|▌         | 1981/33666 [01:13<19:34, 26.99it/s, loss=3.18, v_num=0]
    Epoch 4:   6%|▌         | 1982/33666 [01:13<19:34, 26.99it/s, loss=3.18, v_num=0]
    Epoch 4:   6%|▌         | 1982/33666 [01:13<19:34, 26.99it/s, loss=3.18, v_num=0]
    Epoch 4:   6%|▌         | 1983/33666 [01:13<19:33, 26.99it/s, loss=3.18, v_num=0]
    Epoch 4:   6%|▌         | 1983/33666 [01:13<19:33, 26.99it/s, loss=3.1, v_num=0] 
    Epoch 4:   6%|▌         | 1984/33666 [01:13<19:33, 26.99it/s, loss=3.1, v_num=0]
    Epoch 4:   6%|▌         | 1984/33666 [01:13<19:33, 26.99it/s, loss=3.07, v_num=0]
    Epoch 4:   6%|▌         | 1985/33666 [01:13<19:33, 26.99it/s, loss=3.07, v_num=0]
    Epoch 4:   6%|▌         | 1985/33666 [01:13<19:33, 26.99it/s, loss=2.96, v_num=0]
    Epoch 4:   6%|▌         | 1986/33666 [01:13<19:33, 26.99it/s, loss=2.96, v_num=0]
    Epoch 4:   6%|▌         | 1986/33666 [01:13<19:33, 26.99it/s, loss=2.97, v_num=0]
    Epoch 4:   6%|▌         | 1987/33666 [01:13<19:33, 26.99it/s, loss=2.97, v_num=0]
    Epoch 4:   6%|▌         | 1987/33666 [01:13<19:33, 26.99it/s, loss=2.91, v_num=0]
    Epoch 4:   6%|▌         | 1988/33666 [01:13<19:33, 26.99it/s, loss=2.91, v_num=0]
    Epoch 4:   6%|▌         | 1988/33666 [01:13<19:33, 26.99it/s, loss=2.91, v_num=0]
    Epoch 4:   6%|▌         | 1989/33666 [01:13<19:33, 26.99it/s, loss=2.91, v_num=0]
    Epoch 4:   6%|▌         | 1989/33666 [01:13<19:33, 26.99it/s, loss=2.83, v_num=0]
    Epoch 4:   6%|▌         | 1990/33666 [01:13<19:33, 26.99it/s, loss=2.83, v_num=0]
    Epoch 4:   6%|▌         | 1990/33666 [01:13<19:33, 26.99it/s, loss=2.79, v_num=0]
    Epoch 4:   6%|▌         | 1991/33666 [01:13<19:33, 26.99it/s, loss=2.79, v_num=0]
    Epoch 4:   6%|▌         | 1991/33666 [01:13<19:33, 26.99it/s, loss=2.87, v_num=0]
    Epoch 4:   6%|▌         | 1992/33666 [01:13<19:33, 26.99it/s, loss=2.87, v_num=0]
    Epoch 4:   6%|▌         | 1992/33666 [01:13<19:33, 26.99it/s, loss=2.76, v_num=0]
    Epoch 4:   6%|▌         | 1993/33666 [01:13<19:33, 26.99it/s, loss=2.76, v_num=0]
    Epoch 4:   6%|▌         | 1993/33666 [01:13<19:33, 26.99it/s, loss=2.84, v_num=0]
    Epoch 4:   6%|▌         | 1994/33666 [01:13<19:33, 26.99it/s, loss=2.84, v_num=0]
    Epoch 4:   6%|▌         | 1994/33666 [01:13<19:33, 26.99it/s, loss=2.79, v_num=0]
    Epoch 4:   6%|▌         | 1995/33666 [01:13<19:33, 26.99it/s, loss=2.79, v_num=0]
    Epoch 4:   6%|▌         | 1995/33666 [01:13<19:33, 26.99it/s, loss=2.72, v_num=0]
    Epoch 4:   6%|▌         | 1996/33666 [01:13<19:33, 26.99it/s, loss=2.72, v_num=0]
    Epoch 4:   6%|▌         | 1996/33666 [01:13<19:33, 26.99it/s, loss=2.63, v_num=0]
    Epoch 4:   6%|▌         | 1997/33666 [01:13<19:33, 26.99it/s, loss=2.63, v_num=0]
    Epoch 4:   6%|▌         | 1997/33666 [01:13<19:33, 26.99it/s, loss=2.6, v_num=0] 
    Epoch 4:   6%|▌         | 1998/33666 [01:14<19:33, 26.99it/s, loss=2.6, v_num=0]
    Epoch 4:   6%|▌         | 1998/33666 [01:14<19:33, 26.99it/s, loss=2.67, v_num=0]
    Epoch 4:   6%|▌         | 1999/33666 [01:14<19:33, 26.99it/s, loss=2.67, v_num=0]
    Epoch 4:   6%|▌         | 1999/33666 [01:14<19:33, 26.99it/s, loss=2.7, v_num=0] 
    Epoch 4:   6%|▌         | 2000/33666 [01:14<19:33, 27.00it/s, loss=2.7, v_num=0]
    Epoch 4:   6%|▌         | 2000/33666 [01:14<19:33, 27.00it/s, loss=2.69, v_num=0]
    Epoch 4:   6%|▌         | 2001/33666 [01:14<19:32, 27.00it/s, loss=2.69, v_num=0]
    Epoch 4:   6%|▌         | 2001/33666 [01:14<19:32, 27.00it/s, loss=2.68, v_num=0]
    Epoch 4:   6%|▌         | 2002/33666 [01:14<19:32, 27.00it/s, loss=2.68, v_num=0]
    Epoch 4:   6%|▌         | 2002/33666 [01:14<19:32, 27.00it/s, loss=2.72, v_num=0]
    Epoch 4:   6%|▌         | 2003/33666 [01:14<19:32, 27.00it/s, loss=2.72, v_num=0]
    Epoch 4:   6%|▌         | 2003/33666 [01:14<19:32, 27.00it/s, loss=2.73, v_num=0]
    Epoch 4:   6%|▌         | 2004/33666 [01:14<19:32, 27.00it/s, loss=2.73, v_num=0]
    Epoch 4:   6%|▌         | 2004/33666 [01:14<19:32, 27.00it/s, loss=2.9, v_num=0] 
    Epoch 4:   6%|▌         | 2005/33666 [01:14<19:32, 27.00it/s, loss=2.9, v_num=0]
    Epoch 4:   6%|▌         | 2005/33666 [01:14<19:32, 27.00it/s, loss=2.9, v_num=0]
    Epoch 4:   6%|▌         | 2006/33666 [01:14<19:32, 27.00it/s, loss=2.9, v_num=0]
    Epoch 4:   6%|▌         | 2006/33666 [01:14<19:32, 27.00it/s, loss=2.79, v_num=0]
    Epoch 4:   6%|▌         | 2007/33666 [01:14<19:32, 27.00it/s, loss=2.79, v_num=0]
    Epoch 4:   6%|▌         | 2007/33666 [01:14<19:32, 27.00it/s, loss=2.83, v_num=0]
    Epoch 4:   6%|▌         | 2008/33666 [01:14<19:32, 27.00it/s, loss=2.83, v_num=0]
    Epoch 4:   6%|▌         | 2008/33666 [01:14<19:32, 27.00it/s, loss=2.87, v_num=0]
    Epoch 4:   6%|▌         | 2009/33666 [01:14<19:32, 27.00it/s, loss=2.87, v_num=0]
    Epoch 4:   6%|▌         | 2009/33666 [01:14<19:32, 27.00it/s, loss=2.92, v_num=0]
    Epoch 4:   6%|▌         | 2010/33666 [01:14<19:32, 27.00it/s, loss=2.92, v_num=0]
    Epoch 4:   6%|▌         | 2010/33666 [01:14<19:32, 27.00it/s, loss=2.95, v_num=0]
    Epoch 4:   6%|▌         | 2011/33666 [01:14<19:32, 27.00it/s, loss=2.95, v_num=0]
    Epoch 4:   6%|▌         | 2011/33666 [01:14<19:32, 27.00it/s, loss=2.87, v_num=0]
    Epoch 4:   6%|▌         | 2012/33666 [01:14<19:32, 27.00it/s, loss=2.87, v_num=0]
    Epoch 4:   6%|▌         | 2012/33666 [01:14<19:32, 27.00it/s, loss=2.83, v_num=0]
    Epoch 4:   6%|▌         | 2013/33666 [01:14<19:32, 27.00it/s, loss=2.83, v_num=0]
    Epoch 4:   6%|▌         | 2013/33666 [01:14<19:32, 27.00it/s, loss=2.78, v_num=0]
    Epoch 4:   6%|▌         | 2014/33666 [01:14<19:32, 27.00it/s, loss=2.78, v_num=0]
    Epoch 4:   6%|▌         | 2014/33666 [01:14<19:32, 27.00it/s, loss=2.82, v_num=0]
    Epoch 4:   6%|▌         | 2015/33666 [01:14<19:32, 27.00it/s, loss=2.82, v_num=0]
    Epoch 4:   6%|▌         | 2015/33666 [01:14<19:32, 27.00it/s, loss=2.87, v_num=0]
    Epoch 4:   6%|▌         | 2016/33666 [01:14<19:32, 27.00it/s, loss=2.87, v_num=0]
    Epoch 4:   6%|▌         | 2016/33666 [01:14<19:32, 27.00it/s, loss=2.92, v_num=0]
    Epoch 4:   6%|▌         | 2017/33666 [01:14<19:32, 27.00it/s, loss=2.92, v_num=0]
    Epoch 4:   6%|▌         | 2017/33666 [01:14<19:32, 27.00it/s, loss=3.01, v_num=0]
    Epoch 4:   6%|▌         | 2018/33666 [01:14<19:32, 27.00it/s, loss=3.01, v_num=0]
    Epoch 4:   6%|▌         | 2018/33666 [01:14<19:32, 27.00it/s, loss=2.95, v_num=0]
    Epoch 4:   6%|▌         | 2019/33666 [01:14<19:32, 27.00it/s, loss=2.95, v_num=0]
    Epoch 4:   6%|▌         | 2019/33666 [01:14<19:32, 27.00it/s, loss=2.95, v_num=0]
    Epoch 4:   6%|▌         | 2020/33666 [01:14<19:32, 27.00it/s, loss=2.95, v_num=0]
    Epoch 4:   6%|▌         | 2020/33666 [01:14<19:32, 27.00it/s, loss=3.02, v_num=0]
    Epoch 4:   6%|▌         | 2021/33666 [01:14<19:32, 27.00it/s, loss=3.02, v_num=0]
    Epoch 4:   6%|▌         | 2021/33666 [01:14<19:32, 27.00it/s, loss=3.07, v_num=0]
    Epoch 4:   6%|▌         | 2022/33666 [01:14<19:31, 27.00it/s, loss=3.07, v_num=0]
    Epoch 4:   6%|▌         | 2022/33666 [01:14<19:31, 27.00it/s, loss=3.02, v_num=0]
    Epoch 4:   6%|▌         | 2023/33666 [01:14<19:31, 27.00it/s, loss=3.02, v_num=0]
    Epoch 4:   6%|▌         | 2023/33666 [01:14<19:31, 27.00it/s, loss=3.09, v_num=0]
    Epoch 4:   6%|▌         | 2024/33666 [01:14<19:31, 27.00it/s, loss=3.09, v_num=0]
    Epoch 4:   6%|▌         | 2024/33666 [01:14<19:31, 27.00it/s, loss=3, v_num=0]   
    Epoch 4:   6%|▌         | 2025/33666 [01:14<19:31, 27.00it/s, loss=3, v_num=0]
    Epoch 4:   6%|▌         | 2025/33666 [01:14<19:31, 27.00it/s, loss=3.08, v_num=0]
    Epoch 4:   6%|▌         | 2026/33666 [01:15<19:31, 27.00it/s, loss=3.08, v_num=0]
    Epoch 4:   6%|▌         | 2026/33666 [01:15<19:31, 27.00it/s, loss=3.11, v_num=0]
    Epoch 4:   6%|▌         | 2027/33666 [01:15<19:31, 27.00it/s, loss=3.11, v_num=0]
    Epoch 4:   6%|▌         | 2027/33666 [01:15<19:31, 27.00it/s, loss=3.1, v_num=0] 
    Epoch 4:   6%|▌         | 2028/33666 [01:15<19:31, 27.00it/s, loss=3.1, v_num=0]
    Epoch 4:   6%|▌         | 2028/33666 [01:15<19:31, 27.00it/s, loss=3.13, v_num=0]
    Epoch 4:   6%|▌         | 2029/33666 [01:15<19:31, 27.00it/s, loss=3.13, v_num=0]
    Epoch 4:   6%|▌         | 2029/33666 [01:15<19:31, 27.00it/s, loss=3.21, v_num=0]
    Epoch 4:   6%|▌         | 2030/33666 [01:15<19:31, 27.00it/s, loss=3.21, v_num=0]
    Epoch 4:   6%|▌         | 2030/33666 [01:15<19:31, 27.00it/s, loss=3.13, v_num=0]
    Epoch 4:   6%|▌         | 2031/33666 [01:15<19:31, 27.00it/s, loss=3.13, v_num=0]
    Epoch 4:   6%|▌         | 2031/33666 [01:15<19:31, 27.00it/s, loss=3.24, v_num=0]
    Epoch 4:   6%|▌         | 2032/33666 [01:15<19:31, 27.01it/s, loss=3.24, v_num=0]
    Epoch 4:   6%|▌         | 2032/33666 [01:15<19:31, 27.01it/s, loss=3.31, v_num=0]
    Epoch 4:   6%|▌         | 2033/33666 [01:15<19:31, 27.01it/s, loss=3.31, v_num=0]
    Epoch 4:   6%|▌         | 2033/33666 [01:15<19:31, 27.01it/s, loss=3.38, v_num=0]
    Epoch 4:   6%|▌         | 2034/33666 [01:15<19:31, 27.01it/s, loss=3.38, v_num=0]
    Epoch 4:   6%|▌         | 2034/33666 [01:15<19:31, 27.01it/s, loss=3.34, v_num=0]
    Epoch 4:   6%|▌         | 2035/33666 [01:15<19:31, 27.01it/s, loss=3.34, v_num=0]
    Epoch 4:   6%|▌         | 2035/33666 [01:15<19:31, 27.01it/s, loss=3.51, v_num=0]
    Epoch 4:   6%|▌         | 2036/33666 [01:15<19:31, 27.01it/s, loss=3.51, v_num=0]
    Epoch 4:   6%|▌         | 2036/33666 [01:15<19:31, 27.01it/s, loss=3.45, v_num=0]
    Epoch 4:   6%|▌         | 2037/33666 [01:15<19:31, 27.01it/s, loss=3.45, v_num=0]
    Epoch 4:   6%|▌         | 2037/33666 [01:15<19:31, 27.01it/s, loss=3.4, v_num=0] 
    Epoch 4:   6%|▌         | 2038/33666 [01:15<19:31, 27.01it/s, loss=3.4, v_num=0]
    Epoch 4:   6%|▌         | 2038/33666 [01:15<19:31, 27.01it/s, loss=3.48, v_num=0]
    Epoch 4:   6%|▌         | 2039/33666 [01:15<19:31, 27.01it/s, loss=3.48, v_num=0]
    Epoch 4:   6%|▌         | 2039/33666 [01:15<19:31, 27.01it/s, loss=3.41, v_num=0]
    Epoch 4:   6%|▌         | 2040/33666 [01:15<19:31, 27.01it/s, loss=3.41, v_num=0]
    Epoch 4:   6%|▌         | 2040/33666 [01:15<19:31, 27.01it/s, loss=3.45, v_num=0]
    Epoch 4:   6%|▌         | 2041/33666 [01:15<19:30, 27.01it/s, loss=3.45, v_num=0]
    Epoch 4:   6%|▌         | 2041/33666 [01:15<19:30, 27.01it/s, loss=3.42, v_num=0]
    Epoch 4:   6%|▌         | 2042/33666 [01:15<19:30, 27.01it/s, loss=3.42, v_num=0]
    Epoch 4:   6%|▌         | 2042/33666 [01:15<19:30, 27.01it/s, loss=3.46, v_num=0]
    Epoch 4:   6%|▌         | 2043/33666 [01:15<19:30, 27.01it/s, loss=3.46, v_num=0]
    Epoch 4:   6%|▌         | 2043/33666 [01:15<19:30, 27.01it/s, loss=3.4, v_num=0] 
    Epoch 4:   6%|▌         | 2044/33666 [01:15<19:30, 27.01it/s, loss=3.4, v_num=0]
    Epoch 4:   6%|▌         | 2044/33666 [01:15<19:30, 27.01it/s, loss=3.46, v_num=0]
    Epoch 4:   6%|▌         | 2045/33666 [01:15<19:30, 27.01it/s, loss=3.46, v_num=0]
    Epoch 4:   6%|▌         | 2045/33666 [01:15<19:30, 27.01it/s, loss=3.43, v_num=0]
    Epoch 4:   6%|▌         | 2046/33666 [01:15<19:30, 27.01it/s, loss=3.43, v_num=0]
    Epoch 4:   6%|▌         | 2046/33666 [01:15<19:30, 27.01it/s, loss=3.39, v_num=0]
    Epoch 4:   6%|▌         | 2047/33666 [01:15<19:30, 27.01it/s, loss=3.39, v_num=0]
    Epoch 4:   6%|▌         | 2047/33666 [01:15<19:30, 27.01it/s, loss=3.43, v_num=0]
    Epoch 4:   6%|▌         | 2048/33666 [01:15<19:30, 27.01it/s, loss=3.43, v_num=0]
    Epoch 4:   6%|▌         | 2048/33666 [01:15<19:30, 27.01it/s, loss=3.44, v_num=0]
    Epoch 4:   6%|▌         | 2049/33666 [01:15<19:30, 27.01it/s, loss=3.44, v_num=0]
    Epoch 4:   6%|▌         | 2049/33666 [01:15<19:30, 27.01it/s, loss=3.39, v_num=0]
    Epoch 4:   6%|▌         | 2050/33666 [01:15<19:30, 27.01it/s, loss=3.39, v_num=0]
    Epoch 4:   6%|▌         | 2050/33666 [01:15<19:30, 27.01it/s, loss=3.4, v_num=0] 
    Epoch 4:   6%|▌         | 2051/33666 [01:15<19:30, 27.01it/s, loss=3.4, v_num=0]
    Epoch 4:   6%|▌         | 2051/33666 [01:15<19:30, 27.01it/s, loss=3.39, v_num=0]
    Epoch 4:   6%|▌         | 2052/33666 [01:15<19:30, 27.01it/s, loss=3.39, v_num=0]
    Epoch 4:   6%|▌         | 2052/33666 [01:15<19:30, 27.01it/s, loss=3.39, v_num=0]
    Epoch 4:   6%|▌         | 2053/33666 [01:16<19:30, 27.01it/s, loss=3.39, v_num=0]
    Epoch 4:   6%|▌         | 2053/33666 [01:16<19:30, 27.01it/s, loss=3.36, v_num=0]
    Epoch 4:   6%|▌         | 2054/33666 [01:16<19:30, 27.01it/s, loss=3.36, v_num=0]
    Epoch 4:   6%|▌         | 2054/33666 [01:16<19:30, 27.01it/s, loss=3.38, v_num=0]
    Epoch 4:   6%|▌         | 2055/33666 [01:16<19:30, 27.01it/s, loss=3.38, v_num=0]
    Epoch 4:   6%|▌         | 2055/33666 [01:16<19:30, 27.01it/s, loss=3.2, v_num=0] 
    Epoch 4:   6%|▌         | 2056/33666 [01:16<19:30, 27.01it/s, loss=3.2, v_num=0]
    Epoch 4:   6%|▌         | 2056/33666 [01:16<19:30, 27.01it/s, loss=3.31, v_num=0]
    Epoch 4:   6%|▌         | 2057/33666 [01:16<19:30, 27.01it/s, loss=3.31, v_num=0]
    Epoch 4:   6%|▌         | 2057/33666 [01:16<19:30, 27.01it/s, loss=3.34, v_num=0]
    Epoch 4:   6%|▌         | 2058/33666 [01:16<19:30, 27.01it/s, loss=3.34, v_num=0]
    Epoch 4:   6%|▌         | 2058/33666 [01:16<19:30, 27.01it/s, loss=3.28, v_num=0]
    Epoch 4:   6%|▌         | 2059/33666 [01:16<19:30, 27.01it/s, loss=3.28, v_num=0]
    Epoch 4:   6%|▌         | 2059/33666 [01:16<19:30, 27.01it/s, loss=3.24, v_num=0]
    Epoch 4:   6%|▌         | 2060/33666 [01:16<19:30, 27.01it/s, loss=3.24, v_num=0]
    Epoch 4:   6%|▌         | 2060/33666 [01:16<19:30, 27.01it/s, loss=3.24, v_num=0]
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    Epoch 4:   6%|▌         | 2061/33666 [01:16<19:29, 27.01it/s, loss=3.31, v_num=0]
    Epoch 4:   6%|▌         | 2062/33666 [01:16<19:29, 27.02it/s, loss=3.31, v_num=0]
    Epoch 4:   6%|▌         | 2062/33666 [01:16<19:29, 27.02it/s, loss=3.27, v_num=0]
    Epoch 4:   6%|▌         | 2063/33666 [01:16<19:29, 27.02it/s, loss=3.27, v_num=0]
    Epoch 4:   6%|▌         | 2063/33666 [01:16<19:29, 27.02it/s, loss=3.26, v_num=0]
    Epoch 4:   6%|▌         | 2064/33666 [01:16<19:29, 27.02it/s, loss=3.26, v_num=0]
    Epoch 4:   6%|▌         | 2064/33666 [01:16<19:29, 27.02it/s, loss=3.17, v_num=0]
    Epoch 4:   6%|▌         | 2065/33666 [01:16<19:29, 27.02it/s, loss=3.17, v_num=0]
    Epoch 4:   6%|▌         | 2065/33666 [01:16<19:29, 27.02it/s, loss=3.1, v_num=0] 
    Epoch 4:   6%|▌         | 2066/33666 [01:16<19:29, 27.02it/s, loss=3.1, v_num=0]
    Epoch 4:   6%|▌         | 2066/33666 [01:16<19:29, 27.02it/s, loss=3.11, v_num=0]
    Epoch 4:   6%|▌         | 2067/33666 [01:16<19:29, 27.02it/s, loss=3.11, v_num=0]
    Epoch 4:   6%|▌         | 2067/33666 [01:16<19:29, 27.02it/s, loss=3.16, v_num=0]
    Epoch 4:   6%|▌         | 2068/33666 [01:16<19:29, 27.03it/s, loss=3.16, v_num=0]
    Epoch 4:   6%|▌         | 2068/33666 [01:16<19:29, 27.03it/s, loss=3.09, v_num=0]
    Epoch 4:   6%|▌         | 2069/33666 [01:16<19:29, 27.03it/s, loss=3.09, v_num=0]
    Epoch 4:   6%|▌         | 2069/33666 [01:16<19:29, 27.03it/s, loss=3.12, v_num=0]
    Epoch 4:   6%|▌         | 2070/33666 [01:16<19:28, 27.03it/s, loss=3.12, v_num=0]
    Epoch 4:   6%|▌         | 2070/33666 [01:16<19:28, 27.03it/s, loss=3.19, v_num=0]
    Epoch 4:   6%|▌         | 2071/33666 [01:16<19:28, 27.03it/s, loss=3.19, v_num=0]
    Epoch 4:   6%|▌         | 2071/33666 [01:16<19:28, 27.03it/s, loss=3.15, v_num=0]
    Epoch 4:   6%|▌         | 2072/33666 [01:16<19:28, 27.03it/s, loss=3.15, v_num=0]
    Epoch 4:   6%|▌         | 2072/33666 [01:16<19:28, 27.03it/s, loss=3.14, v_num=0]
    Epoch 4:   6%|▌         | 2073/33666 [01:16<19:28, 27.04it/s, loss=3.14, v_num=0]
    Epoch 4:   6%|▌         | 2073/33666 [01:16<19:28, 27.04it/s, loss=3.1, v_num=0] 
    Epoch 4:   6%|▌         | 2074/33666 [01:16<19:28, 27.04it/s, loss=3.1, v_num=0]
    Epoch 4:   6%|▌         | 2074/33666 [01:16<19:28, 27.04it/s, loss=3.23, v_num=0]
    Epoch 4:   6%|▌         | 2075/33666 [01:16<19:28, 27.04it/s, loss=3.23, v_num=0]
    Epoch 4:   6%|▌         | 2075/33666 [01:16<19:28, 27.04it/s, loss=3.26, v_num=0]
    Epoch 4:   6%|▌         | 2076/33666 [01:16<19:28, 27.04it/s, loss=3.26, v_num=0]
    Epoch 4:   6%|▌         | 2076/33666 [01:16<19:28, 27.04it/s, loss=3.19, v_num=0]
    Epoch 4:   6%|▌         | 2077/33666 [01:16<19:28, 27.04it/s, loss=3.19, v_num=0]
    Epoch 4:   6%|▌         | 2077/33666 [01:16<19:28, 27.04it/s, loss=3.11, v_num=0]
    Epoch 4:   6%|▌         | 2078/33666 [01:16<19:28, 27.04it/s, loss=3.11, v_num=0]
    Epoch 4:   6%|▌         | 2078/33666 [01:16<19:28, 27.04it/s, loss=3.13, v_num=0]
    Epoch 4:   6%|▌         | 2079/33666 [01:16<19:28, 27.04it/s, loss=3.13, v_num=0]
    Epoch 4:   6%|▌         | 2079/33666 [01:16<19:28, 27.04it/s, loss=3.22, v_num=0]
    Epoch 4:   6%|▌         | 2080/33666 [01:16<19:28, 27.04it/s, loss=3.22, v_num=0]
    Epoch 4:   6%|▌         | 2080/33666 [01:16<19:28, 27.04it/s, loss=3.21, v_num=0]
    Epoch 4:   6%|▌         | 2081/33666 [01:16<19:28, 27.04it/s, loss=3.21, v_num=0]
    Epoch 4:   6%|▌         | 2081/33666 [01:16<19:28, 27.04it/s, loss=3.11, v_num=0]
    Epoch 4:   6%|▌         | 2082/33666 [01:17<19:28, 27.04it/s, loss=3.11, v_num=0]
    Epoch 4:   6%|▌         | 2082/33666 [01:17<19:28, 27.04it/s, loss=3.21, v_num=0]
    Epoch 4:   6%|▌         | 2083/33666 [01:17<19:28, 27.04it/s, loss=3.21, v_num=0]
    Epoch 4:   6%|▌         | 2083/33666 [01:17<19:28, 27.04it/s, loss=3.24, v_num=0]
    Epoch 4:   6%|▌         | 2084/33666 [01:17<19:28, 27.04it/s, loss=3.24, v_num=0]
    Epoch 4:   6%|▌         | 2084/33666 [01:17<19:28, 27.04it/s, loss=3.21, v_num=0]
    Epoch 4:   6%|▌         | 2085/33666 [01:17<19:28, 27.04it/s, loss=3.21, v_num=0]
    Epoch 4:   6%|▌         | 2085/33666 [01:17<19:28, 27.04it/s, loss=3.21, v_num=0]
    Epoch 4:   6%|▌         | 2086/33666 [01:17<19:27, 27.04it/s, loss=3.21, v_num=0]
    Epoch 4:   6%|▌         | 2086/33666 [01:17<19:27, 27.04it/s, loss=3.23, v_num=0]
    Epoch 4:   6%|▌         | 2087/33666 [01:17<19:27, 27.04it/s, loss=3.23, v_num=0]
    Epoch 4:   6%|▌         | 2087/33666 [01:17<19:27, 27.04it/s, loss=3.16, v_num=0]
    Epoch 4:   6%|▌         | 2088/33666 [01:17<19:27, 27.04it/s, loss=3.16, v_num=0]
    Epoch 4:   6%|▌         | 2088/33666 [01:17<19:27, 27.04it/s, loss=3.21, v_num=0]
    Epoch 4:   6%|▌         | 2089/33666 [01:17<19:27, 27.04it/s, loss=3.21, v_num=0]
    Epoch 4:   6%|▌         | 2089/33666 [01:17<19:27, 27.04it/s, loss=3.17, v_num=0]
    Epoch 4:   6%|▌         | 2090/33666 [01:17<19:27, 27.04it/s, loss=3.17, v_num=0]
    Epoch 4:   6%|▌         | 2090/33666 [01:17<19:27, 27.04it/s, loss=3.11, v_num=0]
    Epoch 4:   6%|▌         | 2091/33666 [01:17<19:27, 27.04it/s, loss=3.11, v_num=0]
    Epoch 4:   6%|▌         | 2091/33666 [01:17<19:27, 27.04it/s, loss=2.97, v_num=0]
    Epoch 4:   6%|▌         | 2092/33666 [01:17<19:27, 27.04it/s, loss=2.97, v_num=0]
    Epoch 4:   6%|▌         | 2092/33666 [01:17<19:27, 27.04it/s, loss=2.95, v_num=0]
    Epoch 4:   6%|▌         | 2093/33666 [01:17<19:27, 27.04it/s, loss=2.95, v_num=0]
    Epoch 4:   6%|▌         | 2093/33666 [01:17<19:27, 27.04it/s, loss=2.99, v_num=0]
    Epoch 4:   6%|▌         | 2094/33666 [01:17<19:27, 27.04it/s, loss=2.99, v_num=0]
    Epoch 4:   6%|▌         | 2094/33666 [01:17<19:27, 27.04it/s, loss=2.87, v_num=0]
    Epoch 4:   6%|▌         | 2095/33666 [01:17<19:27, 27.04it/s, loss=2.87, v_num=0]
    Epoch 4:   6%|▌         | 2095/33666 [01:17<19:27, 27.04it/s, loss=2.89, v_num=0]
    Epoch 4:   6%|▌         | 2096/33666 [01:17<19:27, 27.04it/s, loss=2.89, v_num=0]
    Epoch 4:   6%|▌         | 2096/33666 [01:17<19:27, 27.04it/s, loss=2.92, v_num=0]
    Epoch 4:   6%|▌         | 2097/33666 [01:17<19:27, 27.04it/s, loss=2.92, v_num=0]
    Epoch 4:   6%|▌         | 2097/33666 [01:17<19:27, 27.04it/s, loss=2.97, v_num=0]
    Epoch 4:   6%|▌         | 2098/33666 [01:17<19:27, 27.04it/s, loss=2.97, v_num=0]
    Epoch 4:   6%|▌         | 2098/33666 [01:17<19:27, 27.04it/s, loss=2.95, v_num=0]
    Epoch 4:   6%|▌         | 2099/33666 [01:17<19:27, 27.04it/s, loss=2.95, v_num=0]
    Epoch 4:   6%|▌         | 2099/33666 [01:17<19:27, 27.04it/s, loss=2.9, v_num=0] 
    Epoch 4:   6%|▌         | 2100/33666 [01:17<19:27, 27.04it/s, loss=2.9, v_num=0]
    Epoch 4:   6%|▌         | 2100/33666 [01:17<19:27, 27.04it/s, loss=3.02, v_num=0]
    Epoch 4:   6%|▌         | 2101/33666 [01:17<19:27, 27.04it/s, loss=3.02, v_num=0]
    Epoch 4:   6%|▌         | 2101/33666 [01:17<19:27, 27.04it/s, loss=3.06, v_num=0]
    Epoch 4:   6%|▌         | 2102/33666 [01:17<19:27, 27.04it/s, loss=3.06, v_num=0]
    Epoch 4:   6%|▌         | 2102/33666 [01:17<19:27, 27.04it/s, loss=3, v_num=0]   
    Epoch 4:   6%|▌         | 2103/33666 [01:17<19:27, 27.04it/s, loss=3, v_num=0]
    Epoch 4:   6%|▌         | 2103/33666 [01:17<19:27, 27.04it/s, loss=3.04, v_num=0]
    Epoch 4:   6%|▌         | 2104/33666 [01:17<19:27, 27.04it/s, loss=3.04, v_num=0]
    Epoch 4:   6%|▌         | 2104/33666 [01:17<19:27, 27.04it/s, loss=3.12, v_num=0]
    Epoch 4:   6%|▋         | 2105/33666 [01:17<19:27, 27.04it/s, loss=3.12, v_num=0]
    Epoch 4:   6%|▋         | 2105/33666 [01:17<19:27, 27.04it/s, loss=3.2, v_num=0] 
    Epoch 4:   6%|▋         | 2106/33666 [01:17<19:27, 27.04it/s, loss=3.2, v_num=0]
    Epoch 4:   6%|▋         | 2106/33666 [01:17<19:27, 27.04it/s, loss=3.26, v_num=0]
    Epoch 4:   6%|▋         | 2107/33666 [01:17<19:27, 27.04it/s, loss=3.26, v_num=0]
    Epoch 4:   6%|▋         | 2107/33666 [01:17<19:27, 27.04it/s, loss=3.26, v_num=0]
    Epoch 4:   6%|▋         | 2108/33666 [01:17<19:27, 27.04it/s, loss=3.26, v_num=0]
    Epoch 4:   6%|▋         | 2108/33666 [01:17<19:27, 27.04it/s, loss=3.25, v_num=0]
    Epoch 4:   6%|▋         | 2109/33666 [01:17<19:26, 27.04it/s, loss=3.25, v_num=0]
    Epoch 4:   6%|▋         | 2109/33666 [01:17<19:26, 27.04it/s, loss=3.32, v_num=0]
    Epoch 4:   6%|▋         | 2110/33666 [01:18<19:26, 27.04it/s, loss=3.32, v_num=0]
    Epoch 4:   6%|▋         | 2110/33666 [01:18<19:26, 27.04it/s, loss=3.37, v_num=0]
    Epoch 4:   6%|▋         | 2111/33666 [01:18<19:26, 27.04it/s, loss=3.37, v_num=0]
    Epoch 4:   6%|▋         | 2111/33666 [01:18<19:26, 27.04it/s, loss=3.5, v_num=0] 
    Epoch 4:   6%|▋         | 2112/33666 [01:18<19:26, 27.04it/s, loss=3.5, v_num=0]
    Epoch 4:   6%|▋         | 2112/33666 [01:18<19:26, 27.04it/s, loss=3.52, v_num=0]
    Epoch 4:   6%|▋         | 2113/33666 [01:18<19:26, 27.04it/s, loss=3.52, v_num=0]
    Epoch 4:   6%|▋         | 2113/33666 [01:18<19:26, 27.04it/s, loss=3.5, v_num=0] 
    Epoch 4:   6%|▋         | 2114/33666 [01:18<19:26, 27.04it/s, loss=3.5, v_num=0]
    Epoch 4:   6%|▋         | 2114/33666 [01:18<19:26, 27.04it/s, loss=3.56, v_num=0]
    Epoch 4:   6%|▋         | 2115/33666 [01:18<19:26, 27.04it/s, loss=3.56, v_num=0]
    Epoch 4:   6%|▋         | 2115/33666 [01:18<19:26, 27.04it/s, loss=3.67, v_num=0]
    Epoch 4:   6%|▋         | 2116/33666 [01:18<19:26, 27.04it/s, loss=3.67, v_num=0]
    Epoch 4:   6%|▋         | 2116/33666 [01:18<19:26, 27.04it/s, loss=3.69, v_num=0]
    Epoch 4:   6%|▋         | 2117/33666 [01:18<19:26, 27.04it/s, loss=3.69, v_num=0]
    Epoch 4:   6%|▋         | 2117/33666 [01:18<19:26, 27.04it/s, loss=3.72, v_num=0]
    Epoch 4:   6%|▋         | 2118/33666 [01:18<19:26, 27.04it/s, loss=3.72, v_num=0]
    Epoch 4:   6%|▋         | 2118/33666 [01:18<19:26, 27.04it/s, loss=3.73, v_num=0]
    Epoch 4:   6%|▋         | 2119/33666 [01:18<19:26, 27.04it/s, loss=3.73, v_num=0]
    Epoch 4:   6%|▋         | 2119/33666 [01:18<19:26, 27.04it/s, loss=3.77, v_num=0]
    Epoch 4:   6%|▋         | 2120/33666 [01:18<19:26, 27.04it/s, loss=3.77, v_num=0]
    Epoch 4:   6%|▋         | 2120/33666 [01:18<19:26, 27.04it/s, loss=3.7, v_num=0] 
    Epoch 4:   6%|▋         | 2121/33666 [01:18<19:26, 27.04it/s, loss=3.7, v_num=0]
    Epoch 4:   6%|▋         | 2121/33666 [01:18<19:26, 27.04it/s, loss=3.68, v_num=0]
    Epoch 4:   6%|▋         | 2122/33666 [01:18<19:26, 27.04it/s, loss=3.68, v_num=0]
    Epoch 4:   6%|▋         | 2122/33666 [01:18<19:26, 27.04it/s, loss=3.64, v_num=0]
    Epoch 4:   6%|▋         | 2123/33666 [01:18<19:26, 27.04it/s, loss=3.64, v_num=0]
    Epoch 4:   6%|▋         | 2123/33666 [01:18<19:26, 27.04it/s, loss=3.59, v_num=0]
    Epoch 4:   6%|▋         | 2124/33666 [01:18<19:26, 27.04it/s, loss=3.59, v_num=0]
    Epoch 4:   6%|▋         | 2124/33666 [01:18<19:26, 27.04it/s, loss=3.56, v_num=0]
    Epoch 4:   6%|▋         | 2125/33666 [01:18<19:26, 27.04it/s, loss=3.56, v_num=0]
    Epoch 4:   6%|▋         | 2125/33666 [01:18<19:26, 27.04it/s, loss=3.54, v_num=0]
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    Epoch 4:   6%|▋         | 2127/33666 [01:18<19:26, 27.04it/s, loss=3.54, v_num=0]
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    Epoch 4:   6%|▋         | 2129/33666 [01:18<19:26, 27.04it/s, loss=3.56, v_num=0]
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    Epoch 4:   6%|▋         | 2131/33666 [01:18<19:26, 27.04it/s, loss=3.63, v_num=0]
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    Epoch 4:   6%|▋         | 2133/33666 [01:18<19:26, 27.04it/s, loss=3.54, v_num=0]
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    Epoch 4:   6%|▋         | 2188/33666 [01:20<19:23, 27.05it/s, loss=3.16, v_num=0]
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    Epoch 4:   7%|▋         | 2195/33666 [01:21<19:23, 27.05it/s, loss=3.1, v_num=0] 
    Epoch 4:   7%|▋         | 2196/33666 [01:21<19:23, 27.05it/s, loss=3.1, v_num=0]
    Epoch 4:   7%|▋         | 2196/33666 [01:21<19:23, 27.05it/s, loss=3.07, v_num=0]
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    Epoch 4:   7%|▋         | 2201/33666 [01:21<19:22, 27.06it/s, loss=2.71, v_num=0]
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    Epoch 4:   7%|▋         | 2205/33666 [01:21<19:22, 27.06it/s, loss=2.74, v_num=0]
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    Epoch 4:   7%|▋         | 2207/33666 [01:21<19:22, 27.06it/s, loss=2.8, v_num=0] 
    Epoch 4:   7%|▋         | 2208/33666 [01:21<19:22, 27.06it/s, loss=2.8, v_num=0]
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    Epoch 4:   7%|▋         | 2210/33666 [01:21<19:22, 27.06it/s, loss=2.92, v_num=0]
    Epoch 4:   7%|▋         | 2210/33666 [01:21<19:22, 27.06it/s, loss=2.99, v_num=0]
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    Epoch 4:   7%|▋         | 2213/33666 [01:21<19:22, 27.06it/s, loss=3.03, v_num=0]
    Epoch 4:   7%|▋         | 2214/33666 [01:21<19:22, 27.06it/s, loss=3.03, v_num=0]
    Epoch 4:   7%|▋         | 2214/33666 [01:21<19:22, 27.06it/s, loss=3.08, v_num=0]
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    Epoch 4:   7%|▋         | 2216/33666 [01:21<19:22, 27.06it/s, loss=3.07, v_num=0]
    Epoch 4:   7%|▋         | 2217/33666 [01:21<19:22, 27.06it/s, loss=3.07, v_num=0]
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    Epoch 4:   7%|▋         | 2218/33666 [01:21<19:22, 27.06it/s, loss=3.2, v_num=0] 
    Epoch 4:   7%|▋         | 2219/33666 [01:21<19:21, 27.06it/s, loss=3.2, v_num=0]
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    Epoch 4:   7%|▋         | 2224/33666 [01:22<19:21, 27.06it/s, loss=3.4, v_num=0]
    Epoch 4:   7%|▋         | 2224/33666 [01:22<19:21, 27.06it/s, loss=3.33, v_num=0]
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    Epoch 4:   7%|▋         | 2241/33666 [01:22<19:20, 27.07it/s, loss=3.28, v_num=0]
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    Epoch 4:   7%|▋         | 2251/33666 [01:23<19:20, 27.07it/s, loss=3.27, v_num=0]
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    Epoch 4:   7%|▋         | 2270/33666 [01:23<19:19, 27.08it/s, loss=3.54, v_num=0]
    Epoch 4:   7%|▋         | 2271/33666 [01:23<19:19, 27.08it/s, loss=3.54, v_num=0]
    Epoch 4:   7%|▋         | 2271/33666 [01:23<19:19, 27.08it/s, loss=3.51, v_num=0]
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    Epoch 4:   7%|▋         | 2281/33666 [01:24<19:18, 27.08it/s, loss=3.37, v_num=0]
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    Epoch 4:   7%|▋         | 2300/33666 [01:24<19:18, 27.08it/s, loss=3.1, v_num=0]
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    Epoch 4:   7%|▋         | 2311/33666 [01:25<19:17, 27.08it/s, loss=3.2, v_num=0]
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    Epoch 4:   7%|▋         | 2312/33666 [01:25<19:17, 27.08it/s, loss=3.26, v_num=0]
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    Epoch 4:   7%|▋         | 2316/33666 [01:25<19:17, 27.08it/s, loss=3.29, v_num=0]
    Epoch 4:   7%|▋         | 2317/33666 [01:25<19:17, 27.08it/s, loss=3.29, v_num=0]
    Epoch 4:   7%|▋         | 2317/33666 [01:25<19:17, 27.08it/s, loss=3.35, v_num=0]
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    Epoch 4:   7%|▋         | 2321/33666 [01:25<19:17, 27.08it/s, loss=3.3, v_num=0] 
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    Epoch 4:   7%|▋         | 2324/33666 [01:25<19:17, 27.08it/s, loss=3.2, v_num=0]
    Epoch 4:   7%|▋         | 2324/33666 [01:25<19:17, 27.08it/s, loss=3.18, v_num=0]
    Epoch 4:   7%|▋         | 2325/33666 [01:25<19:17, 27.08it/s, loss=3.18, v_num=0]
    Epoch 4:   7%|▋         | 2325/33666 [01:25<19:17, 27.08it/s, loss=3.19, v_num=0]
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    Epoch 4:   7%|▋         | 2326/33666 [01:25<19:17, 27.09it/s, loss=3.11, v_num=0]
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    Epoch 4:   7%|▋         | 2328/33666 [01:25<19:17, 27.08it/s, loss=3.09, v_num=0]
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    Epoch 4:   7%|▋         | 2329/33666 [01:25<19:17, 27.08it/s, loss=3.1, v_num=0] 
    Epoch 4:   7%|▋         | 2330/33666 [01:26<19:16, 27.09it/s, loss=3.1, v_num=0]
    Epoch 4:   7%|▋         | 2330/33666 [01:26<19:16, 27.08it/s, loss=3.15, v_num=0]
    Epoch 4:   7%|▋         | 2331/33666 [01:26<19:16, 27.09it/s, loss=3.15, v_num=0]
    Epoch 4:   7%|▋         | 2331/33666 [01:26<19:16, 27.09it/s, loss=2.98, v_num=0]
    Epoch 4:   7%|▋         | 2332/33666 [01:26<19:16, 27.09it/s, loss=2.98, v_num=0]
    Epoch 4:   7%|▋         | 2332/33666 [01:26<19:16, 27.09it/s, loss=3.06, v_num=0]
    Epoch 4:   7%|▋         | 2333/33666 [01:26<19:16, 27.09it/s, loss=3.06, v_num=0]
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    Epoch 4:   7%|▋         | 2334/33666 [01:26<19:16, 27.09it/s, loss=3.02, v_num=0]
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    Epoch 4:   7%|▋         | 2335/33666 [01:26<19:16, 27.09it/s, loss=3, v_num=0]   
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    Epoch 4:   7%|▋         | 2336/33666 [01:26<19:16, 27.09it/s, loss=3.05, v_num=0]
    Epoch 4:   7%|▋         | 2337/33666 [01:26<19:16, 27.09it/s, loss=3.05, v_num=0]
    Epoch 4:   7%|▋         | 2337/33666 [01:26<19:16, 27.09it/s, loss=3.06, v_num=0]
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    Epoch 4:   7%|▋         | 2339/33666 [01:26<19:16, 27.09it/s, loss=3.19, v_num=0]
    Epoch 4:   7%|▋         | 2340/33666 [01:26<19:16, 27.09it/s, loss=3.19, v_num=0]
    Epoch 4:   7%|▋         | 2340/33666 [01:26<19:16, 27.09it/s, loss=3.15, v_num=0]
    Epoch 4:   7%|▋         | 2341/33666 [01:26<19:16, 27.09it/s, loss=3.15, v_num=0]
    Epoch 4:   7%|▋         | 2341/33666 [01:26<19:16, 27.09it/s, loss=3.22, v_num=0]
    Epoch 4:   7%|▋         | 2342/33666 [01:26<19:16, 27.09it/s, loss=3.22, v_num=0]
    Epoch 4:   7%|▋         | 2342/33666 [01:26<19:16, 27.09it/s, loss=3.16, v_num=0]
    Epoch 4:   7%|▋         | 2343/33666 [01:26<19:16, 27.09it/s, loss=3.16, v_num=0]
    Epoch 4:   7%|▋         | 2343/33666 [01:26<19:16, 27.09it/s, loss=3.15, v_num=0]
    Epoch 4:   7%|▋         | 2344/33666 [01:26<19:16, 27.09it/s, loss=3.15, v_num=0]
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    Epoch 4:   7%|▋         | 2345/33666 [01:26<19:16, 27.09it/s, loss=3.26, v_num=0]
    Epoch 4:   7%|▋         | 2346/33666 [01:26<19:16, 27.09it/s, loss=3.26, v_num=0]
    Epoch 4:   7%|▋         | 2346/33666 [01:26<19:16, 27.09it/s, loss=3.24, v_num=0]
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    Epoch 4:   7%|▋         | 2347/33666 [01:26<19:16, 27.09it/s, loss=3.22, v_num=0]
    Epoch 4:   7%|▋         | 2348/33666 [01:26<19:16, 27.09it/s, loss=3.22, v_num=0]
    Epoch 4:   7%|▋         | 2348/33666 [01:26<19:16, 27.09it/s, loss=3.25, v_num=0]
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    Epoch 4:   7%|▋         | 2349/33666 [01:26<19:16, 27.09it/s, loss=3.24, v_num=0]
    Epoch 4:   7%|▋         | 2350/33666 [01:26<19:15, 27.09it/s, loss=3.24, v_num=0]
    Epoch 4:   7%|▋         | 2350/33666 [01:26<19:15, 27.09it/s, loss=3.19, v_num=0]
    Epoch 4:   7%|▋         | 2351/33666 [01:26<19:15, 27.09it/s, loss=3.19, v_num=0]
    Epoch 4:   7%|▋         | 2351/33666 [01:26<19:15, 27.09it/s, loss=3.3, v_num=0] 
    Epoch 4:   7%|▋         | 2352/33666 [01:26<19:15, 27.09it/s, loss=3.3, v_num=0]
    Epoch 4:   7%|▋         | 2352/33666 [01:26<19:15, 27.09it/s, loss=3.31, v_num=0]
    Epoch 4:   7%|▋         | 2353/33666 [01:26<19:15, 27.09it/s, loss=3.31, v_num=0]
    Epoch 4:   7%|▋         | 2353/33666 [01:26<19:15, 27.09it/s, loss=3.32, v_num=0]
    Epoch 4:   7%|▋         | 2354/33666 [01:26<19:15, 27.09it/s, loss=3.32, v_num=0]
    Epoch 4:   7%|▋         | 2354/33666 [01:26<19:15, 27.09it/s, loss=3.35, v_num=0]
    Epoch 4:   7%|▋         | 2355/33666 [01:26<19:15, 27.09it/s, loss=3.35, v_num=0]
    Epoch 4:   7%|▋         | 2355/33666 [01:26<19:15, 27.09it/s, loss=3.34, v_num=0]
    Epoch 4:   7%|▋         | 2356/33666 [01:26<19:15, 27.09it/s, loss=3.34, v_num=0]
    Epoch 4:   7%|▋         | 2356/33666 [01:26<19:15, 27.09it/s, loss=3.26, v_num=0]
    Epoch 4:   7%|▋         | 2357/33666 [01:26<19:15, 27.09it/s, loss=3.26, v_num=0]
    Epoch 4:   7%|▋         | 2357/33666 [01:26<19:15, 27.09it/s, loss=3.15, v_num=0]
    Epoch 4:   7%|▋         | 2358/33666 [01:27<19:15, 27.09it/s, loss=3.15, v_num=0]
    Epoch 4:   7%|▋         | 2358/33666 [01:27<19:15, 27.09it/s, loss=3.09, v_num=0]
    Epoch 4:   7%|▋         | 2359/33666 [01:27<19:15, 27.09it/s, loss=3.09, v_num=0]
    Epoch 4:   7%|▋         | 2359/33666 [01:27<19:15, 27.09it/s, loss=3.13, v_num=0]
    Epoch 4:   7%|▋         | 2360/33666 [01:27<19:15, 27.09it/s, loss=3.13, v_num=0]
    Epoch 4:   7%|▋         | 2360/33666 [01:27<19:15, 27.09it/s, loss=3.14, v_num=0]
    Epoch 4:   7%|▋         | 2361/33666 [01:27<19:15, 27.09it/s, loss=3.14, v_num=0]
    Epoch 4:   7%|▋         | 2361/33666 [01:27<19:15, 27.09it/s, loss=3.19, v_num=0]
    Epoch 4:   7%|▋         | 2362/33666 [01:27<19:15, 27.09it/s, loss=3.19, v_num=0]
    Epoch 4:   7%|▋         | 2362/33666 [01:27<19:15, 27.09it/s, loss=3.32, v_num=0]
    Epoch 4:   7%|▋         | 2363/33666 [01:27<19:15, 27.09it/s, loss=3.32, v_num=0]
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    Epoch 4:   7%|▋         | 2364/33666 [01:27<19:15, 27.10it/s, loss=3.33, v_num=0]
    Epoch 4:   7%|▋         | 2365/33666 [01:27<19:15, 27.10it/s, loss=3.33, v_num=0]
    Epoch 4:   7%|▋         | 2365/33666 [01:27<19:15, 27.10it/s, loss=3.37, v_num=0]
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    Epoch 4:   7%|▋         | 2366/33666 [01:27<19:15, 27.10it/s, loss=3.4, v_num=0] 
    Epoch 4:   7%|▋         | 2367/33666 [01:27<19:15, 27.10it/s, loss=3.4, v_num=0]
    Epoch 4:   7%|▋         | 2367/33666 [01:27<19:15, 27.10it/s, loss=3.47, v_num=0]
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    Epoch 4:   7%|▋         | 2369/33666 [01:27<19:14, 27.10it/s, loss=3.48, v_num=0]
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    Epoch 4:   7%|▋         | 2371/33666 [01:27<19:14, 27.10it/s, loss=3.53, v_num=0]
    Epoch 4:   7%|▋         | 2371/33666 [01:27<19:14, 27.10it/s, loss=3.56, v_num=0]
    Epoch 4:   7%|▋         | 2372/33666 [01:27<19:14, 27.10it/s, loss=3.56, v_num=0]
    Epoch 4:   7%|▋         | 2372/33666 [01:27<19:14, 27.10it/s, loss=3.55, v_num=0]
    Epoch 4:   7%|▋         | 2373/33666 [01:27<19:14, 27.10it/s, loss=3.55, v_num=0]
    Epoch 4:   7%|▋         | 2373/33666 [01:27<19:14, 27.10it/s, loss=3.59, v_num=0]
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    Epoch 4:   7%|▋         | 2381/33666 [01:27<19:14, 27.10it/s, loss=3.57, v_num=0]
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    Epoch 4:   7%|▋         | 2391/33666 [01:28<19:14, 27.10it/s, loss=3.35, v_num=0]
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    Epoch 4:   7%|▋         | 2393/33666 [01:28<19:14, 27.10it/s, loss=3.4, v_num=0] 
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    Epoch 4:   7%|▋         | 2395/33666 [01:28<19:14, 27.09it/s, loss=3.28, v_num=0]
    Epoch 4:   7%|▋         | 2396/33666 [01:28<19:14, 27.10it/s, loss=3.28, v_num=0]
    Epoch 4:   7%|▋         | 2396/33666 [01:28<19:14, 27.09it/s, loss=3.3, v_num=0] 
    Epoch 4:   7%|▋         | 2397/33666 [01:28<19:14, 27.10it/s, loss=3.3, v_num=0]
    Epoch 4:   7%|▋         | 2397/33666 [01:28<19:14, 27.10it/s, loss=3.32, v_num=0]
    Epoch 4:   7%|▋         | 2398/33666 [01:28<19:13, 27.10it/s, loss=3.32, v_num=0]
    Epoch 4:   7%|▋         | 2398/33666 [01:28<19:13, 27.10it/s, loss=3.3, v_num=0] 
    Epoch 4:   7%|▋         | 2399/33666 [01:28<19:13, 27.10it/s, loss=3.3, v_num=0]
    Epoch 4:   7%|▋         | 2399/33666 [01:28<19:13, 27.10it/s, loss=3.33, v_num=0]
    Epoch 4:   7%|▋         | 2400/33666 [01:28<19:13, 27.10it/s, loss=3.33, v_num=0]
    Epoch 4:   7%|▋         | 2400/33666 [01:28<19:13, 27.10it/s, loss=3.23, v_num=0]
    Epoch 4:   7%|▋         | 2401/33666 [01:28<19:13, 27.10it/s, loss=3.23, v_num=0]
    Epoch 4:   7%|▋         | 2401/33666 [01:28<19:13, 27.10it/s, loss=3.32, v_num=0]
    Epoch 4:   7%|▋         | 2402/33666 [01:28<19:13, 27.10it/s, loss=3.32, v_num=0]
    Epoch 4:   7%|▋         | 2402/33666 [01:28<19:13, 27.10it/s, loss=3.39, v_num=0]
    Epoch 4:   7%|▋         | 2403/33666 [01:28<19:13, 27.10it/s, loss=3.39, v_num=0]
    Epoch 4:   7%|▋         | 2403/33666 [01:28<19:13, 27.10it/s, loss=3.25, v_num=0]
    Epoch 4:   7%|▋         | 2404/33666 [01:28<19:13, 27.10it/s, loss=3.25, v_num=0]
    Epoch 4:   7%|▋         | 2404/33666 [01:28<19:13, 27.10it/s, loss=3.27, v_num=0]
    Epoch 4:   7%|▋         | 2405/33666 [01:28<19:13, 27.10it/s, loss=3.27, v_num=0]
    Epoch 4:   7%|▋         | 2405/33666 [01:28<19:13, 27.10it/s, loss=3.18, v_num=0]
    Epoch 4:   7%|▋         | 2406/33666 [01:28<19:13, 27.10it/s, loss=3.18, v_num=0]
    Epoch 4:   7%|▋         | 2406/33666 [01:28<19:13, 27.10it/s, loss=3.18, v_num=0]
    Epoch 4:   7%|▋         | 2407/33666 [01:28<19:13, 27.10it/s, loss=3.18, v_num=0]
    Epoch 4:   7%|▋         | 2407/33666 [01:28<19:13, 27.10it/s, loss=3.25, v_num=0]
    Epoch 4:   7%|▋         | 2408/33666 [01:28<19:13, 27.10it/s, loss=3.25, v_num=0]
    Epoch 4:   7%|▋         | 2408/33666 [01:28<19:13, 27.10it/s, loss=3.23, v_num=0]
    Epoch 4:   7%|▋         | 2409/33666 [01:28<19:13, 27.10it/s, loss=3.23, v_num=0]
    Epoch 4:   7%|▋         | 2409/33666 [01:28<19:13, 27.10it/s, loss=3.18, v_num=0]
    Epoch 4:   7%|▋         | 2410/33666 [01:28<19:13, 27.10it/s, loss=3.18, v_num=0]
    Epoch 4:   7%|▋         | 2410/33666 [01:28<19:13, 27.10it/s, loss=3.26, v_num=0]
    Epoch 4:   7%|▋         | 2411/33666 [01:28<19:13, 27.10it/s, loss=3.26, v_num=0]
    Epoch 4:   7%|▋         | 2411/33666 [01:28<19:13, 27.10it/s, loss=3.33, v_num=0]
    Epoch 4:   7%|▋         | 2412/33666 [01:28<19:13, 27.10it/s, loss=3.33, v_num=0]
    Epoch 4:   7%|▋         | 2412/33666 [01:28<19:13, 27.10it/s, loss=3.29, v_num=0]
    Epoch 4:   7%|▋         | 2413/33666 [01:29<19:13, 27.10it/s, loss=3.29, v_num=0]
    Epoch 4:   7%|▋         | 2413/33666 [01:29<19:13, 27.10it/s, loss=3.28, v_num=0]
    Epoch 4:   7%|▋         | 2414/33666 [01:29<19:13, 27.10it/s, loss=3.28, v_num=0]
    Epoch 4:   7%|▋         | 2414/33666 [01:29<19:13, 27.10it/s, loss=3.26, v_num=0]
    Epoch 4:   7%|▋         | 2415/33666 [01:29<19:13, 27.10it/s, loss=3.26, v_num=0]
    Epoch 4:   7%|▋         | 2415/33666 [01:29<19:13, 27.10it/s, loss=3.26, v_num=0]
    Epoch 4:   7%|▋         | 2416/33666 [01:29<19:13, 27.10it/s, loss=3.26, v_num=0]
    Epoch 4:   7%|▋         | 2416/33666 [01:29<19:13, 27.10it/s, loss=3.27, v_num=0]
    Epoch 4:   7%|▋         | 2417/33666 [01:29<19:13, 27.10it/s, loss=3.27, v_num=0]
    Epoch 4:   7%|▋         | 2417/33666 [01:29<19:13, 27.10it/s, loss=3.38, v_num=0]
    Epoch 4:   7%|▋         | 2418/33666 [01:29<19:12, 27.10it/s, loss=3.38, v_num=0]
    Epoch 4:   7%|▋         | 2418/33666 [01:29<19:12, 27.10it/s, loss=3.33, v_num=0]
    Epoch 4:   7%|▋         | 2419/33666 [01:29<19:12, 27.10it/s, loss=3.33, v_num=0]
    Epoch 4:   7%|▋         | 2419/33666 [01:29<19:12, 27.10it/s, loss=3.25, v_num=0]
    Epoch 4:   7%|▋         | 2420/33666 [01:29<19:12, 27.10it/s, loss=3.25, v_num=0]
    Epoch 4:   7%|▋         | 2420/33666 [01:29<19:12, 27.10it/s, loss=3.33, v_num=0]
    Epoch 4:   7%|▋         | 2421/33666 [01:29<19:12, 27.10it/s, loss=3.33, v_num=0]
    Epoch 4:   7%|▋         | 2421/33666 [01:29<19:12, 27.10it/s, loss=3.3, v_num=0] 
    Epoch 4:   7%|▋         | 2422/33666 [01:29<19:12, 27.10it/s, loss=3.3, v_num=0]
    Epoch 4:   7%|▋         | 2422/33666 [01:29<19:12, 27.10it/s, loss=3.26, v_num=0]
    Epoch 4:   7%|▋         | 2423/33666 [01:29<19:12, 27.10it/s, loss=3.26, v_num=0]
    Epoch 4:   7%|▋         | 2423/33666 [01:29<19:12, 27.10it/s, loss=3.24, v_num=0]
    Epoch 4:   7%|▋         | 2424/33666 [01:29<19:12, 27.10it/s, loss=3.24, v_num=0]
    Epoch 4:   7%|▋         | 2424/33666 [01:29<19:12, 27.10it/s, loss=3.23, v_num=0]
    Epoch 4:   7%|▋         | 2425/33666 [01:29<19:12, 27.10it/s, loss=3.23, v_num=0]
    Epoch 4:   7%|▋         | 2425/33666 [01:29<19:12, 27.10it/s, loss=3.28, v_num=0]
    Epoch 4:   7%|▋         | 2426/33666 [01:29<19:12, 27.10it/s, loss=3.28, v_num=0]
    Epoch 4:   7%|▋         | 2426/33666 [01:29<19:12, 27.10it/s, loss=3.21, v_num=0]
    Epoch 4:   7%|▋         | 2427/33666 [01:29<19:12, 27.10it/s, loss=3.21, v_num=0]
    Epoch 4:   7%|▋         | 2427/33666 [01:29<19:12, 27.10it/s, loss=3.29, v_num=0]
    Epoch 4:   7%|▋         | 2428/33666 [01:29<19:12, 27.10it/s, loss=3.29, v_num=0]
    Epoch 4:   7%|▋         | 2428/33666 [01:29<19:12, 27.10it/s, loss=3.21, v_num=0]
    Epoch 4:   7%|▋         | 2429/33666 [01:29<19:12, 27.10it/s, loss=3.21, v_num=0]
    Epoch 4:   7%|▋         | 2429/33666 [01:29<19:12, 27.10it/s, loss=3.18, v_num=0]
    Epoch 4:   7%|▋         | 2430/33666 [01:29<19:12, 27.10it/s, loss=3.18, v_num=0]
    Epoch 4:   7%|▋         | 2430/33666 [01:29<19:12, 27.10it/s, loss=3.14, v_num=0]
    Epoch 4:   7%|▋         | 2431/33666 [01:29<19:12, 27.10it/s, loss=3.14, v_num=0]
    Epoch 4:   7%|▋         | 2431/33666 [01:29<19:12, 27.10it/s, loss=3.05, v_num=0]
    Epoch 4:   7%|▋         | 2432/33666 [01:29<19:12, 27.10it/s, loss=3.05, v_num=0]
    Epoch 4:   7%|▋         | 2432/33666 [01:29<19:12, 27.10it/s, loss=3.06, v_num=0]
    Epoch 4:   7%|▋         | 2433/33666 [01:29<19:12, 27.10it/s, loss=3.06, v_num=0]
    Epoch 4:   7%|▋         | 2433/33666 [01:29<19:12, 27.10it/s, loss=3.08, v_num=0]
    Epoch 4:   7%|▋         | 2434/33666 [01:29<19:12, 27.10it/s, loss=3.08, v_num=0]
    Epoch 4:   7%|▋         | 2434/33666 [01:29<19:12, 27.10it/s, loss=3.16, v_num=0]
    Epoch 4:   7%|▋         | 2435/33666 [01:29<19:12, 27.10it/s, loss=3.16, v_num=0]
    Epoch 4:   7%|▋         | 2435/33666 [01:29<19:12, 27.10it/s, loss=3.15, v_num=0]
    Epoch 4:   7%|▋         | 2436/33666 [01:29<19:12, 27.10it/s, loss=3.15, v_num=0]
    Epoch 4:   7%|▋         | 2436/33666 [01:29<19:12, 27.10it/s, loss=3.15, v_num=0]
    Epoch 4:   7%|▋         | 2437/33666 [01:29<19:12, 27.10it/s, loss=3.15, v_num=0]
    Epoch 4:   7%|▋         | 2437/33666 [01:29<19:12, 27.10it/s, loss=3.07, v_num=0]
    Epoch 4:   7%|▋         | 2438/33666 [01:29<19:12, 27.10it/s, loss=3.07, v_num=0]
    Epoch 4:   7%|▋         | 2438/33666 [01:29<19:12, 27.10it/s, loss=3.18, v_num=0]
    Epoch 4:   7%|▋         | 2439/33666 [01:30<19:12, 27.10it/s, loss=3.18, v_num=0]
    Epoch 4:   7%|▋         | 2439/33666 [01:30<19:12, 27.10it/s, loss=3.22, v_num=0]
    Epoch 4:   7%|▋         | 2440/33666 [01:30<19:12, 27.10it/s, loss=3.22, v_num=0]
    Epoch 4:   7%|▋         | 2440/33666 [01:30<19:12, 27.10it/s, loss=3.18, v_num=0]
    Epoch 4:   7%|▋         | 2441/33666 [01:30<19:12, 27.10it/s, loss=3.18, v_num=0]
    Epoch 4:   7%|▋         | 2441/33666 [01:30<19:12, 27.09it/s, loss=3.23, v_num=0]
    Epoch 4:   7%|▋         | 2442/33666 [01:30<19:12, 27.10it/s, loss=3.23, v_num=0]
    Epoch 4:   7%|▋         | 2442/33666 [01:30<19:12, 27.09it/s, loss=3.27, v_num=0]
    Epoch 4:   7%|▋         | 2443/33666 [01:30<19:12, 27.10it/s, loss=3.27, v_num=0]
    Epoch 4:   7%|▋         | 2443/33666 [01:30<19:12, 27.10it/s, loss=3.4, v_num=0] 
    Epoch 4:   7%|▋         | 2444/33666 [01:30<19:12, 27.10it/s, loss=3.4, v_num=0]
    Epoch 4:   7%|▋         | 2444/33666 [01:30<19:12, 27.10it/s, loss=3.47, v_num=0]
    Epoch 4:   7%|▋         | 2445/33666 [01:30<19:12, 27.10it/s, loss=3.47, v_num=0]
    Epoch 4:   7%|▋         | 2445/33666 [01:30<19:12, 27.10it/s, loss=3.48, v_num=0]
    Epoch 4:   7%|▋         | 2446/33666 [01:30<19:12, 27.10it/s, loss=3.48, v_num=0]
    Epoch 4:   7%|▋         | 2446/33666 [01:30<19:12, 27.10it/s, loss=3.52, v_num=0]
    Epoch 4:   7%|▋         | 2447/33666 [01:30<19:12, 27.10it/s, loss=3.52, v_num=0]
    Epoch 4:   7%|▋         | 2447/33666 [01:30<19:12, 27.10it/s, loss=3.56, v_num=0]
    Epoch 4:   7%|▋         | 2448/33666 [01:30<19:11, 27.10it/s, loss=3.56, v_num=0]
    Epoch 4:   7%|▋         | 2448/33666 [01:30<19:11, 27.10it/s, loss=3.69, v_num=0]
    Epoch 4:   7%|▋         | 2449/33666 [01:30<19:11, 27.10it/s, loss=3.69, v_num=0]
    Epoch 4:   7%|▋         | 2449/33666 [01:30<19:11, 27.10it/s, loss=3.72, v_num=0]
    Epoch 4:   7%|▋         | 2450/33666 [01:30<19:11, 27.10it/s, loss=3.72, v_num=0]
    Epoch 4:   7%|▋         | 2450/33666 [01:30<19:11, 27.10it/s, loss=3.68, v_num=0]
    Epoch 4:   7%|▋         | 2451/33666 [01:30<19:11, 27.10it/s, loss=3.68, v_num=0]
    Epoch 4:   7%|▋         | 2451/33666 [01:30<19:11, 27.10it/s, loss=3.71, v_num=0]
    Epoch 4:   7%|▋         | 2452/33666 [01:30<19:11, 27.10it/s, loss=3.71, v_num=0]
    Epoch 4:   7%|▋         | 2452/33666 [01:30<19:11, 27.10it/s, loss=3.61, v_num=0]
    Epoch 4:   7%|▋         | 2453/33666 [01:30<19:11, 27.10it/s, loss=3.61, v_num=0]
    Epoch 4:   7%|▋         | 2453/33666 [01:30<19:11, 27.10it/s, loss=3.57, v_num=0]
    Epoch 4:   7%|▋         | 2454/33666 [01:30<19:11, 27.10it/s, loss=3.57, v_num=0]
    Epoch 4:   7%|▋         | 2454/33666 [01:30<19:11, 27.10it/s, loss=3.48, v_num=0]
    Epoch 4:   7%|▋         | 2455/33666 [01:30<19:11, 27.10it/s, loss=3.48, v_num=0]
    Epoch 4:   7%|▋         | 2455/33666 [01:30<19:11, 27.10it/s, loss=3.48, v_num=0]
    Epoch 4:   7%|▋         | 2456/33666 [01:30<19:11, 27.10it/s, loss=3.48, v_num=0]
    Epoch 4:   7%|▋         | 2456/33666 [01:30<19:11, 27.10it/s, loss=3.47, v_num=0]
    Epoch 4:   7%|▋         | 2457/33666 [01:30<19:11, 27.10it/s, loss=3.47, v_num=0]
    Epoch 4:   7%|▋         | 2457/33666 [01:30<19:11, 27.10it/s, loss=3.48, v_num=0]
    Epoch 4:   7%|▋         | 2458/33666 [01:30<19:11, 27.10it/s, loss=3.48, v_num=0]
    Epoch 4:   7%|▋         | 2458/33666 [01:30<19:11, 27.10it/s, loss=3.39, v_num=0]
    Epoch 4:   7%|▋         | 2459/33666 [01:30<19:11, 27.10it/s, loss=3.39, v_num=0]
    Epoch 4:   7%|▋         | 2459/33666 [01:30<19:11, 27.10it/s, loss=3.44, v_num=0]
    Epoch 4:   7%|▋         | 2460/33666 [01:30<19:11, 27.10it/s, loss=3.44, v_num=0]
    Epoch 4:   7%|▋         | 2460/33666 [01:30<19:11, 27.10it/s, loss=3.55, v_num=0]
    Epoch 4:   7%|▋         | 2461/33666 [01:30<19:11, 27.10it/s, loss=3.55, v_num=0]
    Epoch 4:   7%|▋         | 2461/33666 [01:30<19:11, 27.10it/s, loss=3.44, v_num=0]
    Epoch 4:   7%|▋         | 2462/33666 [01:30<19:11, 27.10it/s, loss=3.44, v_num=0]
    Epoch 4:   7%|▋         | 2462/33666 [01:30<19:11, 27.10it/s, loss=3.39, v_num=0]
    Epoch 4:   7%|▋         | 2463/33666 [01:30<19:11, 27.10it/s, loss=3.39, v_num=0]
    Epoch 4:   7%|▋         | 2463/33666 [01:30<19:11, 27.10it/s, loss=3.33, v_num=0]
    Epoch 4:   7%|▋         | 2464/33666 [01:30<19:11, 27.10it/s, loss=3.33, v_num=0]
    Epoch 4:   7%|▋         | 2464/33666 [01:30<19:11, 27.10it/s, loss=3.3, v_num=0] 
    Epoch 4:   7%|▋         | 2465/33666 [01:30<19:11, 27.10it/s, loss=3.3, v_num=0]
    Epoch 4:   7%|▋         | 2465/33666 [01:30<19:11, 27.10it/s, loss=3.28, v_num=0]
    Epoch 4:   7%|▋         | 2466/33666 [01:31<19:11, 27.10it/s, loss=3.28, v_num=0]
    Epoch 4:   7%|▋         | 2466/33666 [01:31<19:11, 27.10it/s, loss=3.29, v_num=0]
    Epoch 4:   7%|▋         | 2467/33666 [01:31<19:11, 27.10it/s, loss=3.29, v_num=0]
    Epoch 4:   7%|▋         | 2467/33666 [01:31<19:11, 27.10it/s, loss=3.29, v_num=0]
    Epoch 4:   7%|▋         | 2468/33666 [01:31<19:11, 27.09it/s, loss=3.29, v_num=0]
    Epoch 4:   7%|▋         | 2468/33666 [01:31<19:11, 27.09it/s, loss=3.25, v_num=0]
    Epoch 4:   7%|▋         | 2469/33666 [01:31<19:11, 27.09it/s, loss=3.25, v_num=0]
    Epoch 4:   7%|▋         | 2469/33666 [01:31<19:11, 27.09it/s, loss=3.25, v_num=0]
    Epoch 4:   7%|▋         | 2470/33666 [01:31<19:11, 27.09it/s, loss=3.25, v_num=0]
    Epoch 4:   7%|▋         | 2470/33666 [01:31<19:11, 27.09it/s, loss=3.32, v_num=0]
    Epoch 4:   7%|▋         | 2471/33666 [01:31<19:11, 27.09it/s, loss=3.32, v_num=0]
    Epoch 4:   7%|▋         | 2471/33666 [01:31<19:11, 27.09it/s, loss=3.36, v_num=0]
    Epoch 4:   7%|▋         | 2472/33666 [01:31<19:11, 27.09it/s, loss=3.36, v_num=0]
    Epoch 4:   7%|▋         | 2472/33666 [01:31<19:11, 27.09it/s, loss=3.43, v_num=0]
    Epoch 4:   7%|▋         | 2473/33666 [01:31<19:11, 27.09it/s, loss=3.43, v_num=0]
    Epoch 4:   7%|▋         | 2473/33666 [01:31<19:11, 27.09it/s, loss=3.51, v_num=0]
    Epoch 4:   7%|▋         | 2474/33666 [01:31<19:11, 27.09it/s, loss=3.51, v_num=0]
    Epoch 4:   7%|▋         | 2474/33666 [01:31<19:11, 27.09it/s, loss=3.57, v_num=0]
    Epoch 4:   7%|▋         | 2475/33666 [01:31<19:11, 27.09it/s, loss=3.57, v_num=0]
    Epoch 4:   7%|▋         | 2475/33666 [01:31<19:11, 27.09it/s, loss=3.55, v_num=0]
    Epoch 4:   7%|▋         | 2476/33666 [01:31<19:11, 27.09it/s, loss=3.55, v_num=0]
    Epoch 4:   7%|▋         | 2476/33666 [01:31<19:11, 27.09it/s, loss=3.64, v_num=0]
    Epoch 4:   7%|▋         | 2477/33666 [01:31<19:11, 27.09it/s, loss=3.64, v_num=0]
    Epoch 4:   7%|▋         | 2477/33666 [01:31<19:11, 27.09it/s, loss=3.65, v_num=0]
    Epoch 4:   7%|▋         | 2478/33666 [01:31<19:11, 27.09it/s, loss=3.65, v_num=0]
    Epoch 4:   7%|▋         | 2478/33666 [01:31<19:11, 27.09it/s, loss=3.6, v_num=0] 
    Epoch 4:   7%|▋         | 2479/33666 [01:31<19:11, 27.09it/s, loss=3.6, v_num=0]
    Epoch 4:   7%|▋         | 2479/33666 [01:31<19:11, 27.09it/s, loss=3.57, v_num=0]
    Epoch 4:   7%|▋         | 2480/33666 [01:31<19:11, 27.09it/s, loss=3.57, v_num=0]
    Epoch 4:   7%|▋         | 2480/33666 [01:31<19:11, 27.09it/s, loss=3.55, v_num=0]
    Epoch 4:   7%|▋         | 2481/33666 [01:31<19:11, 27.09it/s, loss=3.55, v_num=0]
    Epoch 4:   7%|▋         | 2481/33666 [01:31<19:11, 27.09it/s, loss=3.59, v_num=0]
    Epoch 4:   7%|▋         | 2482/33666 [01:31<19:11, 27.09it/s, loss=3.59, v_num=0]
    Epoch 4:   7%|▋         | 2482/33666 [01:31<19:11, 27.09it/s, loss=3.63, v_num=0]
    Epoch 4:   7%|▋         | 2483/33666 [01:31<19:11, 27.09it/s, loss=3.63, v_num=0]
    Epoch 4:   7%|▋         | 2483/33666 [01:31<19:11, 27.09it/s, loss=3.58, v_num=0]
    Epoch 4:   7%|▋         | 2484/33666 [01:31<19:11, 27.09it/s, loss=3.58, v_num=0]
    Epoch 4:   7%|▋         | 2484/33666 [01:31<19:11, 27.09it/s, loss=3.52, v_num=0]
    Epoch 4:   7%|▋         | 2485/33666 [01:31<19:11, 27.09it/s, loss=3.52, v_num=0]
    Epoch 4:   7%|▋         | 2485/33666 [01:31<19:11, 27.09it/s, loss=3.52, v_num=0]
    Epoch 4:   7%|▋         | 2486/33666 [01:31<19:11, 27.09it/s, loss=3.52, v_num=0]
    Epoch 4:   7%|▋         | 2486/33666 [01:31<19:11, 27.09it/s, loss=3.45, v_num=0]
    Epoch 4:   7%|▋         | 2487/33666 [01:31<19:11, 27.09it/s, loss=3.45, v_num=0]
    Epoch 4:   7%|▋         | 2487/33666 [01:31<19:11, 27.09it/s, loss=3.4, v_num=0] 
    Epoch 4:   7%|▋         | 2488/33666 [01:31<19:11, 27.09it/s, loss=3.4, v_num=0]
    Epoch 4:   7%|▋         | 2488/33666 [01:31<19:11, 27.09it/s, loss=3.41, v_num=0]
    Epoch 4:   7%|▋         | 2489/33666 [01:31<19:11, 27.09it/s, loss=3.41, v_num=0]
    Epoch 4:   7%|▋         | 2489/33666 [01:31<19:11, 27.09it/s, loss=3.38, v_num=0]
    Epoch 4:   7%|▋         | 2490/33666 [01:31<19:11, 27.08it/s, loss=3.38, v_num=0]
    Epoch 4:   7%|▋         | 2490/33666 [01:31<19:11, 27.08it/s, loss=3.42, v_num=0]
    Epoch 4:   7%|▋         | 2491/33666 [01:31<19:11, 27.08it/s, loss=3.42, v_num=0]
    Epoch 4:   7%|▋         | 2491/33666 [01:31<19:11, 27.08it/s, loss=3.38, v_num=0]
    Epoch 4:   7%|▋         | 2492/33666 [01:32<19:11, 27.08it/s, loss=3.38, v_num=0]
    Epoch 4:   7%|▋         | 2492/33666 [01:32<19:11, 27.08it/s, loss=3.35, v_num=0]
    Epoch 4:   7%|▋         | 2493/33666 [01:32<19:11, 27.08it/s, loss=3.35, v_num=0]
    Epoch 4:   7%|▋         | 2493/33666 [01:32<19:11, 27.08it/s, loss=3.28, v_num=0]
    Epoch 4:   7%|▋         | 2494/33666 [01:32<19:10, 27.08it/s, loss=3.28, v_num=0]
    Epoch 4:   7%|▋         | 2494/33666 [01:32<19:10, 27.08it/s, loss=3.23, v_num=0]
    Epoch 4:   7%|▋         | 2495/33666 [01:32<19:10, 27.08it/s, loss=3.23, v_num=0]
    Epoch 4:   7%|▋         | 2495/33666 [01:32<19:10, 27.08it/s, loss=3.25, v_num=0]
    Epoch 4:   7%|▋         | 2496/33666 [01:32<19:10, 27.08it/s, loss=3.25, v_num=0]
    Epoch 4:   7%|▋         | 2496/33666 [01:32<19:10, 27.08it/s, loss=3.22, v_num=0]
    Epoch 4:   7%|▋         | 2497/33666 [01:32<19:10, 27.08it/s, loss=3.22, v_num=0]
    Epoch 4:   7%|▋         | 2497/33666 [01:32<19:10, 27.08it/s, loss=3.22, v_num=0]
    Epoch 4:   7%|▋         | 2498/33666 [01:32<19:10, 27.08it/s, loss=3.22, v_num=0]
    Epoch 4:   7%|▋         | 2498/33666 [01:32<19:10, 27.08it/s, loss=3.27, v_num=0]
    Epoch 4:   7%|▋         | 2499/33666 [01:32<19:10, 27.08it/s, loss=3.27, v_num=0]
    Epoch 4:   7%|▋         | 2499/33666 [01:32<19:10, 27.08it/s, loss=3.26, v_num=0]
    Epoch 4:   7%|▋         | 2500/33666 [01:32<19:10, 27.08it/s, loss=3.26, v_num=0]
    Epoch 4:   7%|▋         | 2500/33666 [01:32<19:10, 27.08it/s, loss=3.2, v_num=0] 
    Epoch 4:   7%|▋         | 2501/33666 [01:32<19:10, 27.08it/s, loss=3.2, v_num=0]
    Epoch 4:   7%|▋         | 2501/33666 [01:32<19:10, 27.08it/s, loss=3.15, v_num=0]
    Epoch 4:   7%|▋         | 2502/33666 [01:32<19:10, 27.08it/s, loss=3.15, v_num=0]
    Epoch 4:   7%|▋         | 2502/33666 [01:32<19:10, 27.08it/s, loss=3.06, v_num=0]
    Epoch 4:   7%|▋         | 2503/33666 [01:32<19:10, 27.08it/s, loss=3.06, v_num=0]
    Epoch 4:   7%|▋         | 2503/33666 [01:32<19:10, 27.08it/s, loss=3.13, v_num=0]
    Epoch 4:   7%|▋         | 2504/33666 [01:32<19:10, 27.08it/s, loss=3.13, v_num=0]
    Epoch 4:   7%|▋         | 2504/33666 [01:32<19:10, 27.08it/s, loss=3.2, v_num=0] 
    Epoch 4:   7%|▋         | 2505/33666 [01:32<19:10, 27.08it/s, loss=3.2, v_num=0]
    Epoch 4:   7%|▋         | 2505/33666 [01:32<19:10, 27.08it/s, loss=3.15, v_num=0]
    Epoch 4:   7%|▋         | 2506/33666 [01:32<19:10, 27.08it/s, loss=3.15, v_num=0]
    Epoch 4:   7%|▋         | 2506/33666 [01:32<19:10, 27.08it/s, loss=3.09, v_num=0]
    Epoch 4:   7%|▋         | 2507/33666 [01:32<19:10, 27.08it/s, loss=3.09, v_num=0]
    Epoch 4:   7%|▋         | 2507/33666 [01:32<19:10, 27.08it/s, loss=3.05, v_num=0]
    Epoch 4:   7%|▋         | 2508/33666 [01:32<19:10, 27.08it/s, loss=3.05, v_num=0]
    Epoch 4:   7%|▋         | 2508/33666 [01:32<19:10, 27.08it/s, loss=2.96, v_num=0]
    Epoch 4:   7%|▋         | 2509/33666 [01:32<19:10, 27.08it/s, loss=2.96, v_num=0]
    Epoch 4:   7%|▋         | 2509/33666 [01:32<19:10, 27.08it/s, loss=2.99, v_num=0]
    Epoch 4:   7%|▋         | 2510/33666 [01:32<19:10, 27.08it/s, loss=2.99, v_num=0]
    Epoch 4:   7%|▋         | 2510/33666 [01:32<19:10, 27.08it/s, loss=2.94, v_num=0]
    Epoch 4:   7%|▋         | 2511/33666 [01:32<19:10, 27.08it/s, loss=2.94, v_num=0]
    Epoch 4:   7%|▋         | 2511/33666 [01:32<19:10, 27.08it/s, loss=2.97, v_num=0]
    Epoch 4:   7%|▋         | 2512/33666 [01:32<19:10, 27.08it/s, loss=2.97, v_num=0]
    Epoch 4:   7%|▋         | 2512/33666 [01:32<19:10, 27.08it/s, loss=2.99, v_num=0]
    Epoch 4:   7%|▋         | 2513/33666 [01:32<19:10, 27.08it/s, loss=2.99, v_num=0]
    Epoch 4:   7%|▋         | 2513/33666 [01:32<19:10, 27.08it/s, loss=3, v_num=0]   
    Epoch 4:   7%|▋         | 2514/33666 [01:32<19:10, 27.08it/s, loss=3, v_num=0]
    Epoch 4:   7%|▋         | 2514/33666 [01:32<19:10, 27.08it/s, loss=3.09, v_num=0]
    Epoch 4:   7%|▋         | 2515/33666 [01:32<19:10, 27.08it/s, loss=3.09, v_num=0]
    Epoch 4:   7%|▋         | 2515/33666 [01:32<19:10, 27.08it/s, loss=3.15, v_num=0]
    Epoch 4:   7%|▋         | 2516/33666 [01:32<19:10, 27.08it/s, loss=3.15, v_num=0]
    Epoch 4:   7%|▋         | 2516/33666 [01:32<19:10, 27.08it/s, loss=3.14, v_num=0]
    Epoch 4:   7%|▋         | 2517/33666 [01:32<19:10, 27.08it/s, loss=3.14, v_num=0]
    Epoch 4:   7%|▋         | 2517/33666 [01:32<19:10, 27.08it/s, loss=3.12, v_num=0]
    Epoch 4:   7%|▋         | 2518/33666 [01:32<19:10, 27.08it/s, loss=3.12, v_num=0]
    Epoch 4:   7%|▋         | 2518/33666 [01:32<19:10, 27.08it/s, loss=3.08, v_num=0]
    Epoch 4:   7%|▋         | 2519/33666 [01:33<19:10, 27.08it/s, loss=3.08, v_num=0]
    Epoch 4:   7%|▋         | 2519/33666 [01:33<19:10, 27.08it/s, loss=3.08, v_num=0]
    Epoch 4:   7%|▋         | 2520/33666 [01:33<19:10, 27.08it/s, loss=3.08, v_num=0]
    Epoch 4:   7%|▋         | 2520/33666 [01:33<19:10, 27.08it/s, loss=3.17, v_num=0]
    Epoch 4:   7%|▋         | 2521/33666 [01:33<19:10, 27.08it/s, loss=3.17, v_num=0]
    Epoch 4:   7%|▋         | 2521/33666 [01:33<19:10, 27.08it/s, loss=3.18, v_num=0]
    Epoch 4:   7%|▋         | 2522/33666 [01:33<19:09, 27.08it/s, loss=3.18, v_num=0]
    Epoch 4:   7%|▋         | 2522/33666 [01:33<19:09, 27.08it/s, loss=3.21, v_num=0]
    Epoch 4:   7%|▋         | 2523/33666 [01:33<19:09, 27.08it/s, loss=3.21, v_num=0]
    Epoch 4:   7%|▋         | 2523/33666 [01:33<19:09, 27.08it/s, loss=3.14, v_num=0]
    Epoch 4:   7%|▋         | 2524/33666 [01:33<19:09, 27.08it/s, loss=3.14, v_num=0]
    Epoch 4:   7%|▋         | 2524/33666 [01:33<19:09, 27.08it/s, loss=3.11, v_num=0]
    Epoch 4:   8%|▊         | 2525/33666 [01:33<19:09, 27.08it/s, loss=3.11, v_num=0]
    Epoch 4:   8%|▊         | 2525/33666 [01:33<19:09, 27.08it/s, loss=3.15, v_num=0]
    Epoch 4:   8%|▊         | 2526/33666 [01:33<19:09, 27.08it/s, loss=3.15, v_num=0]
    Epoch 4:   8%|▊         | 2526/33666 [01:33<19:09, 27.08it/s, loss=3.26, v_num=0]
    Epoch 4:   8%|▊         | 2527/33666 [01:33<19:09, 27.08it/s, loss=3.26, v_num=0]
    Epoch 4:   8%|▊         | 2527/33666 [01:33<19:09, 27.08it/s, loss=3.21, v_num=0]
    Epoch 4:   8%|▊         | 2528/33666 [01:33<19:09, 27.08it/s, loss=3.21, v_num=0]
    Epoch 4:   8%|▊         | 2528/33666 [01:33<19:09, 27.08it/s, loss=3.29, v_num=0]
    Epoch 4:   8%|▊         | 2529/33666 [01:33<19:09, 27.08it/s, loss=3.29, v_num=0]
    Epoch 4:   8%|▊         | 2529/33666 [01:33<19:09, 27.08it/s, loss=3.25, v_num=0]
    Epoch 4:   8%|▊         | 2530/33666 [01:33<19:09, 27.08it/s, loss=3.25, v_num=0]
    Epoch 4:   8%|▊         | 2530/33666 [01:33<19:09, 27.08it/s, loss=3.26, v_num=0]
    Epoch 4:   8%|▊         | 2531/33666 [01:33<19:09, 27.08it/s, loss=3.26, v_num=0]
    Epoch 4:   8%|▊         | 2531/33666 [01:33<19:09, 27.08it/s, loss=3.26, v_num=0]
    Epoch 4:   8%|▊         | 2532/33666 [01:33<19:09, 27.08it/s, loss=3.26, v_num=0]
    Epoch 4:   8%|▊         | 2532/33666 [01:33<19:09, 27.08it/s, loss=3.18, v_num=0]
    Epoch 4:   8%|▊         | 2533/33666 [01:33<19:09, 27.08it/s, loss=3.18, v_num=0]
    Epoch 4:   8%|▊         | 2533/33666 [01:33<19:09, 27.08it/s, loss=3.23, v_num=0]
    Epoch 4:   8%|▊         | 2534/33666 [01:33<19:09, 27.08it/s, loss=3.23, v_num=0]
    Epoch 4:   8%|▊         | 2534/33666 [01:33<19:09, 27.08it/s, loss=3.1, v_num=0] 
    Epoch 4:   8%|▊         | 2535/33666 [01:33<19:09, 27.08it/s, loss=3.1, v_num=0]
    Epoch 4:   8%|▊         | 2535/33666 [01:33<19:09, 27.08it/s, loss=3.06, v_num=0]
    Epoch 4:   8%|▊         | 2536/33666 [01:33<19:09, 27.08it/s, loss=3.06, v_num=0]
    Epoch 4:   8%|▊         | 2536/33666 [01:33<19:09, 27.08it/s, loss=2.97, v_num=0]
    Epoch 4:   8%|▊         | 2537/33666 [01:33<19:09, 27.08it/s, loss=2.97, v_num=0]
    Epoch 4:   8%|▊         | 2537/33666 [01:33<19:09, 27.08it/s, loss=2.97, v_num=0]
    Epoch 4:   8%|▊         | 2538/33666 [01:33<19:09, 27.08it/s, loss=2.97, v_num=0]
    Epoch 4:   8%|▊         | 2538/33666 [01:33<19:09, 27.08it/s, loss=2.91, v_num=0]
    Epoch 4:   8%|▊         | 2539/33666 [01:33<19:09, 27.08it/s, loss=2.91, v_num=0]
    Epoch 4:   8%|▊         | 2539/33666 [01:33<19:09, 27.08it/s, loss=2.82, v_num=0]
    Epoch 4:   8%|▊         | 2540/33666 [01:33<19:09, 27.08it/s, loss=2.82, v_num=0]
    Epoch 4:   8%|▊         | 2540/33666 [01:33<19:09, 27.08it/s, loss=2.77, v_num=0]
    Epoch 4:   8%|▊         | 2541/33666 [01:33<19:09, 27.09it/s, loss=2.77, v_num=0]
    Epoch 4:   8%|▊         | 2541/33666 [01:33<19:09, 27.09it/s, loss=2.79, v_num=0]
    Epoch 4:   8%|▊         | 2542/33666 [01:33<19:09, 27.09it/s, loss=2.79, v_num=0]
    Epoch 4:   8%|▊         | 2542/33666 [01:33<19:09, 27.09it/s, loss=2.71, v_num=0]
    Epoch 4:   8%|▊         | 2543/33666 [01:33<19:08, 27.09it/s, loss=2.71, v_num=0]
    Epoch 4:   8%|▊         | 2543/33666 [01:33<19:08, 27.09it/s, loss=2.68, v_num=0]
    Epoch 4:   8%|▊         | 2544/33666 [01:33<19:08, 27.09it/s, loss=2.68, v_num=0]
    Epoch 4:   8%|▊         | 2544/33666 [01:33<19:08, 27.09it/s, loss=2.6, v_num=0] 
    Epoch 4:   8%|▊         | 2545/33666 [01:33<19:08, 27.09it/s, loss=2.6, v_num=0]
    Epoch 4:   8%|▊         | 2545/33666 [01:33<19:08, 27.09it/s, loss=2.61, v_num=0]
    Epoch 4:   8%|▊         | 2546/33666 [01:33<19:08, 27.09it/s, loss=2.61, v_num=0]
    Epoch 4:   8%|▊         | 2546/33666 [01:33<19:08, 27.09it/s, loss=2.64, v_num=0]
    Epoch 4:   8%|▊         | 2547/33666 [01:34<19:08, 27.09it/s, loss=2.64, v_num=0]
    Epoch 4:   8%|▊         | 2547/33666 [01:34<19:08, 27.09it/s, loss=2.69, v_num=0]
    Epoch 4:   8%|▊         | 2548/33666 [01:34<19:08, 27.09it/s, loss=2.69, v_num=0]
    Epoch 4:   8%|▊         | 2548/33666 [01:34<19:08, 27.09it/s, loss=2.59, v_num=0]
    Epoch 4:   8%|▊         | 2549/33666 [01:34<19:08, 27.09it/s, loss=2.59, v_num=0]
    Epoch 4:   8%|▊         | 2549/33666 [01:34<19:08, 27.09it/s, loss=2.55, v_num=0]
    Epoch 4:   8%|▊         | 2550/33666 [01:34<19:08, 27.09it/s, loss=2.55, v_num=0]
    Epoch 4:   8%|▊         | 2550/33666 [01:34<19:08, 27.09it/s, loss=2.45, v_num=0]
    Epoch 4:   8%|▊         | 2551/33666 [01:34<19:08, 27.09it/s, loss=2.45, v_num=0]
    Epoch 4:   8%|▊         | 2551/33666 [01:34<19:08, 27.09it/s, loss=2.52, v_num=0]
    Epoch 4:   8%|▊         | 2552/33666 [01:34<19:08, 27.10it/s, loss=2.52, v_num=0]
    Epoch 4:   8%|▊         | 2552/33666 [01:34<19:08, 27.09it/s, loss=2.62, v_num=0]
    Epoch 4:   8%|▊         | 2553/33666 [01:34<19:08, 27.10it/s, loss=2.62, v_num=0]
    Epoch 4:   8%|▊         | 2553/33666 [01:34<19:08, 27.10it/s, loss=2.65, v_num=0]
    Epoch 4:   8%|▊         | 2554/33666 [01:34<19:08, 27.10it/s, loss=2.65, v_num=0]
    Epoch 4:   8%|▊         | 2554/33666 [01:34<19:08, 27.10it/s, loss=2.73, v_num=0]
    Epoch 4:   8%|▊         | 2555/33666 [01:34<19:08, 27.10it/s, loss=2.73, v_num=0]
    Epoch 4:   8%|▊         | 2555/33666 [01:34<19:08, 27.10it/s, loss=2.72, v_num=0]
    Epoch 4:   8%|▊         | 2556/33666 [01:34<19:08, 27.10it/s, loss=2.72, v_num=0]
    Epoch 4:   8%|▊         | 2556/33666 [01:34<19:08, 27.10it/s, loss=2.76, v_num=0]
    Epoch 4:   8%|▊         | 2557/33666 [01:34<19:08, 27.10it/s, loss=2.76, v_num=0]
    Epoch 4:   8%|▊         | 2557/33666 [01:34<19:08, 27.10it/s, loss=2.7, v_num=0] 
    Epoch 4:   8%|▊         | 2558/33666 [01:34<19:08, 27.10it/s, loss=2.7, v_num=0]
    Epoch 4:   8%|▊         | 2558/33666 [01:34<19:08, 27.10it/s, loss=2.81, v_num=0]
    Epoch 4:   8%|▊         | 2559/33666 [01:34<19:07, 27.10it/s, loss=2.81, v_num=0]
    Epoch 4:   8%|▊         | 2559/33666 [01:34<19:07, 27.10it/s, loss=2.9, v_num=0] 
    Epoch 4:   8%|▊         | 2560/33666 [01:34<19:07, 27.10it/s, loss=2.9, v_num=0]
    Epoch 4:   8%|▊         | 2560/33666 [01:34<19:07, 27.10it/s, loss=2.87, v_num=0]
    Epoch 4:   8%|▊         | 2561/33666 [01:34<19:07, 27.10it/s, loss=2.87, v_num=0]
    Epoch 4:   8%|▊         | 2561/33666 [01:34<19:07, 27.10it/s, loss=2.87, v_num=0]
    Epoch 4:   8%|▊         | 2562/33666 [01:34<19:07, 27.10it/s, loss=2.87, v_num=0]
    Epoch 4:   8%|▊         | 2562/33666 [01:34<19:07, 27.10it/s, loss=3.02, v_num=0]
    Epoch 4:   8%|▊         | 2563/33666 [01:34<19:07, 27.10it/s, loss=3.02, v_num=0]
    Epoch 4:   8%|▊         | 2563/33666 [01:34<19:07, 27.10it/s, loss=3.09, v_num=0]
    Epoch 4:   8%|▊         | 2564/33666 [01:34<19:07, 27.10it/s, loss=3.09, v_num=0]
    Epoch 4:   8%|▊         | 2564/33666 [01:34<19:07, 27.10it/s, loss=3.14, v_num=0]
    Epoch 4:   8%|▊         | 2565/33666 [01:34<19:07, 27.10it/s, loss=3.14, v_num=0]
    Epoch 4:   8%|▊         | 2565/33666 [01:34<19:07, 27.10it/s, loss=3.13, v_num=0]
    Epoch 4:   8%|▊         | 2566/33666 [01:34<19:07, 27.10it/s, loss=3.13, v_num=0]
    Epoch 4:   8%|▊         | 2566/33666 [01:34<19:07, 27.10it/s, loss=3.12, v_num=0]
    Epoch 4:   8%|▊         | 2567/33666 [01:34<19:07, 27.10it/s, loss=3.12, v_num=0]
    Epoch 4:   8%|▊         | 2567/33666 [01:34<19:07, 27.10it/s, loss=3.05, v_num=0]
    Epoch 4:   8%|▊         | 2568/33666 [01:34<19:07, 27.10it/s, loss=3.05, v_num=0]
    Epoch 4:   8%|▊         | 2568/33666 [01:34<19:07, 27.10it/s, loss=3.21, v_num=0]
    Epoch 4:   8%|▊         | 2569/33666 [01:34<19:07, 27.10it/s, loss=3.21, v_num=0]
    Epoch 4:   8%|▊         | 2569/33666 [01:34<19:07, 27.10it/s, loss=3.31, v_num=0]
    Epoch 4:   8%|▊         | 2570/33666 [01:34<19:07, 27.10it/s, loss=3.31, v_num=0]
    Epoch 4:   8%|▊         | 2570/33666 [01:34<19:07, 27.10it/s, loss=3.3, v_num=0] 
    Epoch 4:   8%|▊         | 2571/33666 [01:34<19:07, 27.10it/s, loss=3.3, v_num=0]
    Epoch 4:   8%|▊         | 2571/33666 [01:34<19:07, 27.10it/s, loss=3.24, v_num=0]
    Epoch 4:   8%|▊         | 2572/33666 [01:34<19:07, 27.10it/s, loss=3.24, v_num=0]
    Epoch 4:   8%|▊         | 2572/33666 [01:34<19:07, 27.10it/s, loss=3.24, v_num=0]
    Epoch 4:   8%|▊         | 2573/33666 [01:34<19:07, 27.10it/s, loss=3.24, v_num=0]
    Epoch 4:   8%|▊         | 2573/33666 [01:34<19:07, 27.10it/s, loss=3.09, v_num=0]
    Epoch 4:   8%|▊         | 2574/33666 [01:34<19:07, 27.10it/s, loss=3.09, v_num=0]
    Epoch 4:   8%|▊         | 2574/33666 [01:34<19:07, 27.10it/s, loss=3.04, v_num=0]
    Epoch 4:   8%|▊         | 2575/33666 [01:35<19:07, 27.10it/s, loss=3.04, v_num=0]
    Epoch 4:   8%|▊         | 2575/33666 [01:35<19:07, 27.10it/s, loss=3.01, v_num=0]
    Epoch 4:   8%|▊         | 2576/33666 [01:35<19:07, 27.10it/s, loss=3.01, v_num=0]
    Epoch 4:   8%|▊         | 2576/33666 [01:35<19:07, 27.10it/s, loss=3.1, v_num=0] 
    Epoch 4:   8%|▊         | 2577/33666 [01:35<19:07, 27.10it/s, loss=3.1, v_num=0]
    Epoch 4:   8%|▊         | 2577/33666 [01:35<19:07, 27.10it/s, loss=3.13, v_num=0]
    Epoch 4:   8%|▊         | 2578/33666 [01:35<19:07, 27.10it/s, loss=3.13, v_num=0]
    Epoch 4:   8%|▊         | 2578/33666 [01:35<19:07, 27.10it/s, loss=3.28, v_num=0]
    Epoch 4:   8%|▊         | 2579/33666 [01:35<19:07, 27.10it/s, loss=3.28, v_num=0]
    Epoch 4:   8%|▊         | 2579/33666 [01:35<19:07, 27.10it/s, loss=3.14, v_num=0]
    Epoch 4:   8%|▊         | 2580/33666 [01:35<19:07, 27.10it/s, loss=3.14, v_num=0]
    Epoch 4:   8%|▊         | 2580/33666 [01:35<19:07, 27.10it/s, loss=3.19, v_num=0]
    Epoch 4:   8%|▊         | 2581/33666 [01:35<19:07, 27.10it/s, loss=3.19, v_num=0]
    Epoch 4:   8%|▊         | 2581/33666 [01:35<19:07, 27.10it/s, loss=3.13, v_num=0]
    Epoch 4:   8%|▊         | 2582/33666 [01:35<19:07, 27.10it/s, loss=3.13, v_num=0]
    Epoch 4:   8%|▊         | 2582/33666 [01:35<19:07, 27.10it/s, loss=3.07, v_num=0]
    Epoch 4:   8%|▊         | 2583/33666 [01:35<19:07, 27.10it/s, loss=3.07, v_num=0]
    Epoch 4:   8%|▊         | 2583/33666 [01:35<19:07, 27.10it/s, loss=3.08, v_num=0]
    Epoch 4:   8%|▊         | 2584/33666 [01:35<19:06, 27.10it/s, loss=3.08, v_num=0]
    Epoch 4:   8%|▊         | 2584/33666 [01:35<19:06, 27.10it/s, loss=3.15, v_num=0]
    Epoch 4:   8%|▊         | 2585/33666 [01:35<19:06, 27.10it/s, loss=3.15, v_num=0]
    Epoch 4:   8%|▊         | 2585/33666 [01:35<19:06, 27.10it/s, loss=3.16, v_num=0]
    Epoch 4:   8%|▊         | 2586/33666 [01:35<19:06, 27.10it/s, loss=3.16, v_num=0]
    Epoch 4:   8%|▊         | 2586/33666 [01:35<19:06, 27.10it/s, loss=3.08, v_num=0]
    Epoch 4:   8%|▊         | 2587/33666 [01:35<19:06, 27.10it/s, loss=3.08, v_num=0]
    Epoch 4:   8%|▊         | 2587/33666 [01:35<19:06, 27.10it/s, loss=3.09, v_num=0]
    Epoch 4:   8%|▊         | 2588/33666 [01:35<19:06, 27.10it/s, loss=3.09, v_num=0]
    Epoch 4:   8%|▊         | 2588/33666 [01:35<19:06, 27.10it/s, loss=3.01, v_num=0]
    Epoch 4:   8%|▊         | 2589/33666 [01:35<19:06, 27.10it/s, loss=3.01, v_num=0]
    Epoch 4:   8%|▊         | 2589/33666 [01:35<19:06, 27.10it/s, loss=2.95, v_num=0]
    Epoch 4:   8%|▊         | 2590/33666 [01:35<19:06, 27.10it/s, loss=2.95, v_num=0]
    Epoch 4:   8%|▊         | 2590/33666 [01:35<19:06, 27.10it/s, loss=3.07, v_num=0]
    Epoch 4:   8%|▊         | 2591/33666 [01:35<19:06, 27.10it/s, loss=3.07, v_num=0]
    Epoch 4:   8%|▊         | 2591/33666 [01:35<19:06, 27.10it/s, loss=3.24, v_num=0]
    Epoch 4:   8%|▊         | 2592/33666 [01:35<19:06, 27.10it/s, loss=3.24, v_num=0]
    Epoch 4:   8%|▊         | 2592/33666 [01:35<19:06, 27.10it/s, loss=3.25, v_num=0]
    Epoch 4:   8%|▊         | 2593/33666 [01:35<19:06, 27.10it/s, loss=3.25, v_num=0]
    Epoch 4:   8%|▊         | 2593/33666 [01:35<19:06, 27.10it/s, loss=3.46, v_num=0]
    Epoch 4:   8%|▊         | 2594/33666 [01:35<19:06, 27.10it/s, loss=3.46, v_num=0]
    Epoch 4:   8%|▊         | 2594/33666 [01:35<19:06, 27.10it/s, loss=3.55, v_num=0]
    Epoch 4:   8%|▊         | 2595/33666 [01:35<19:06, 27.10it/s, loss=3.55, v_num=0]
    Epoch 4:   8%|▊         | 2595/33666 [01:35<19:06, 27.10it/s, loss=3.58, v_num=0]
    Epoch 4:   8%|▊         | 2596/33666 [01:35<19:06, 27.10it/s, loss=3.58, v_num=0]
    Epoch 4:   8%|▊         | 2596/33666 [01:35<19:06, 27.10it/s, loss=3.52, v_num=0]
    Epoch 4:   8%|▊         | 2597/33666 [01:35<19:06, 27.10it/s, loss=3.52, v_num=0]
    Epoch 4:   8%|▊         | 2597/33666 [01:35<19:06, 27.10it/s, loss=3.52, v_num=0]
    Epoch 4:   8%|▊         | 2598/33666 [01:35<19:06, 27.10it/s, loss=3.52, v_num=0]
    Epoch 4:   8%|▊         | 2598/33666 [01:35<19:06, 27.10it/s, loss=3.39, v_num=0]
    Epoch 4:   8%|▊         | 2599/33666 [01:35<19:06, 27.10it/s, loss=3.39, v_num=0]
    Epoch 4:   8%|▊         | 2599/33666 [01:35<19:06, 27.10it/s, loss=3.5, v_num=0] 
    Epoch 4:   8%|▊         | 2600/33666 [01:35<19:06, 27.10it/s, loss=3.5, v_num=0]
    Epoch 4:   8%|▊         | 2600/33666 [01:35<19:06, 27.10it/s, loss=3.45, v_num=0]
    Epoch 4:   8%|▊         | 2601/33666 [01:35<19:06, 27.10it/s, loss=3.45, v_num=0]
    Epoch 4:   8%|▊         | 2601/33666 [01:35<19:06, 27.10it/s, loss=3.47, v_num=0]
    Epoch 4:   8%|▊         | 2602/33666 [01:36<19:06, 27.10it/s, loss=3.47, v_num=0]
    Epoch 4:   8%|▊         | 2602/33666 [01:36<19:06, 27.10it/s, loss=3.47, v_num=0]
    Epoch 4:   8%|▊         | 2603/33666 [01:36<19:06, 27.10it/s, loss=3.47, v_num=0]
    Epoch 4:   8%|▊         | 2603/33666 [01:36<19:06, 27.10it/s, loss=3.44, v_num=0]
    Epoch 4:   8%|▊         | 2604/33666 [01:36<19:06, 27.10it/s, loss=3.44, v_num=0]
    Epoch 4:   8%|▊         | 2604/33666 [01:36<19:06, 27.10it/s, loss=3.41, v_num=0]
    Epoch 4:   8%|▊         | 2605/33666 [01:36<19:06, 27.10it/s, loss=3.41, v_num=0]
    Epoch 4:   8%|▊         | 2605/33666 [01:36<19:06, 27.10it/s, loss=3.43, v_num=0]
    Epoch 4:   8%|▊         | 2606/33666 [01:36<19:06, 27.10it/s, loss=3.43, v_num=0]
    Epoch 4:   8%|▊         | 2606/33666 [01:36<19:06, 27.10it/s, loss=3.4, v_num=0] 
    Epoch 4:   8%|▊         | 2607/33666 [01:36<19:06, 27.10it/s, loss=3.4, v_num=0]
    Epoch 4:   8%|▊         | 2607/33666 [01:36<19:06, 27.10it/s, loss=3.41, v_num=0]
    Epoch 4:   8%|▊         | 2608/33666 [01:36<19:06, 27.10it/s, loss=3.41, v_num=0]
    Epoch 4:   8%|▊         | 2608/33666 [01:36<19:06, 27.10it/s, loss=3.53, v_num=0]
    Epoch 4:   8%|▊         | 2609/33666 [01:36<19:06, 27.10it/s, loss=3.53, v_num=0]
    Epoch 4:   8%|▊         | 2609/33666 [01:36<19:06, 27.10it/s, loss=3.6, v_num=0] 
    Epoch 4:   8%|▊         | 2610/33666 [01:36<19:05, 27.10it/s, loss=3.6, v_num=0]
    Epoch 4:   8%|▊         | 2610/33666 [01:36<19:05, 27.10it/s, loss=3.52, v_num=0]
    Epoch 4:   8%|▊         | 2611/33666 [01:36<19:05, 27.10it/s, loss=3.52, v_num=0]
    Epoch 4:   8%|▊         | 2611/33666 [01:36<19:05, 27.10it/s, loss=3.4, v_num=0] 
    Epoch 4:   8%|▊         | 2612/33666 [01:36<19:05, 27.10it/s, loss=3.4, v_num=0]
    Epoch 4:   8%|▊         | 2612/33666 [01:36<19:05, 27.10it/s, loss=3.46, v_num=0]
    Epoch 4:   8%|▊         | 2613/33666 [01:36<19:05, 27.10it/s, loss=3.46, v_num=0]
    Epoch 4:   8%|▊         | 2613/33666 [01:36<19:05, 27.10it/s, loss=3.3, v_num=0] 
    Epoch 4:   8%|▊         | 2614/33666 [01:36<19:05, 27.10it/s, loss=3.3, v_num=0]
    Epoch 4:   8%|▊         | 2614/33666 [01:36<19:05, 27.10it/s, loss=3.21, v_num=0]
    Epoch 4:   8%|▊         | 2615/33666 [01:36<19:05, 27.10it/s, loss=3.21, v_num=0]
    Epoch 4:   8%|▊         | 2615/33666 [01:36<19:05, 27.10it/s, loss=3.21, v_num=0]
    Epoch 4:   8%|▊         | 2616/33666 [01:36<19:05, 27.10it/s, loss=3.21, v_num=0]
    Epoch 4:   8%|▊         | 2616/33666 [01:36<19:05, 27.10it/s, loss=3.2, v_num=0] 
    Epoch 4:   8%|▊         | 2617/33666 [01:36<19:05, 27.10it/s, loss=3.2, v_num=0]
    Epoch 4:   8%|▊         | 2617/33666 [01:36<19:05, 27.10it/s, loss=3.22, v_num=0]
    Epoch 4:   8%|▊         | 2618/33666 [01:36<19:05, 27.10it/s, loss=3.22, v_num=0]
    Epoch 4:   8%|▊         | 2618/33666 [01:36<19:05, 27.10it/s, loss=3.27, v_num=0]
    Epoch 4:   8%|▊         | 2619/33666 [01:36<19:05, 27.10it/s, loss=3.27, v_num=0]
    Epoch 4:   8%|▊         | 2619/33666 [01:36<19:05, 27.10it/s, loss=3.3, v_num=0] 
    Epoch 4:   8%|▊         | 2620/33666 [01:36<19:05, 27.10it/s, loss=3.3, v_num=0]
    Epoch 4:   8%|▊         | 2620/33666 [01:36<19:05, 27.10it/s, loss=3.31, v_num=0]
    Epoch 4:   8%|▊         | 2621/33666 [01:36<19:05, 27.10it/s, loss=3.31, v_num=0]
    Epoch 4:   8%|▊         | 2621/33666 [01:36<19:05, 27.10it/s, loss=3.37, v_num=0]
    Epoch 4:   8%|▊         | 2622/33666 [01:36<19:05, 27.10it/s, loss=3.37, v_num=0]
    Epoch 4:   8%|▊         | 2622/33666 [01:36<19:05, 27.10it/s, loss=3.32, v_num=0]
    Epoch 4:   8%|▊         | 2623/33666 [01:36<19:05, 27.10it/s, loss=3.32, v_num=0]
    Epoch 4:   8%|▊         | 2623/33666 [01:36<19:05, 27.10it/s, loss=3.37, v_num=0]
    Epoch 4:   8%|▊         | 2624/33666 [01:36<19:05, 27.10it/s, loss=3.37, v_num=0]
    Epoch 4:   8%|▊         | 2624/33666 [01:36<19:05, 27.10it/s, loss=3.36, v_num=0]
    Epoch 4:   8%|▊         | 2625/33666 [01:36<19:05, 27.10it/s, loss=3.36, v_num=0]
    Epoch 4:   8%|▊         | 2625/33666 [01:36<19:05, 27.10it/s, loss=3.41, v_num=0]
    Epoch 4:   8%|▊         | 2626/33666 [01:36<19:05, 27.10it/s, loss=3.41, v_num=0]
    Epoch 4:   8%|▊         | 2626/33666 [01:36<19:05, 27.10it/s, loss=3.54, v_num=0]
    Epoch 4:   8%|▊         | 2627/33666 [01:36<19:05, 27.10it/s, loss=3.54, v_num=0]
    Epoch 4:   8%|▊         | 2627/33666 [01:36<19:05, 27.10it/s, loss=3.54, v_num=0]
    Epoch 4:   8%|▊         | 2628/33666 [01:36<19:05, 27.10it/s, loss=3.54, v_num=0]
    Epoch 4:   8%|▊         | 2628/33666 [01:36<19:05, 27.10it/s, loss=3.53, v_num=0]
    Epoch 4:   8%|▊         | 2629/33666 [01:37<19:05, 27.10it/s, loss=3.53, v_num=0]
    Epoch 4:   8%|▊         | 2629/33666 [01:37<19:05, 27.10it/s, loss=3.53, v_num=0]
    Epoch 4:   8%|▊         | 2630/33666 [01:37<19:05, 27.10it/s, loss=3.53, v_num=0]
    Epoch 4:   8%|▊         | 2630/33666 [01:37<19:05, 27.10it/s, loss=3.58, v_num=0]
    Epoch 4:   8%|▊         | 2631/33666 [01:37<19:05, 27.09it/s, loss=3.58, v_num=0]
    Epoch 4:   8%|▊         | 2631/33666 [01:37<19:05, 27.09it/s, loss=3.55, v_num=0]
    Epoch 4:   8%|▊         | 2632/33666 [01:37<19:05, 27.09it/s, loss=3.55, v_num=0]
    Epoch 4:   8%|▊         | 2632/33666 [01:37<19:05, 27.09it/s, loss=3.39, v_num=0]
    Epoch 4:   8%|▊         | 2633/33666 [01:37<19:05, 27.09it/s, loss=3.39, v_num=0]
    Epoch 4:   8%|▊         | 2633/33666 [01:37<19:05, 27.09it/s, loss=3.41, v_num=0]
    Epoch 4:   8%|▊         | 2634/33666 [01:37<19:05, 27.09it/s, loss=3.41, v_num=0]
    Epoch 4:   8%|▊         | 2634/33666 [01:37<19:05, 27.09it/s, loss=3.55, v_num=0]
    Epoch 4:   8%|▊         | 2635/33666 [01:37<19:05, 27.09it/s, loss=3.55, v_num=0]
    Epoch 4:   8%|▊         | 2635/33666 [01:37<19:05, 27.09it/s, loss=3.52, v_num=0]
    Epoch 4:   8%|▊         | 2636/33666 [01:37<19:05, 27.09it/s, loss=3.52, v_num=0]
    Epoch 4:   8%|▊         | 2636/33666 [01:37<19:05, 27.09it/s, loss=3.57, v_num=0]
    Epoch 4:   8%|▊         | 2637/33666 [01:37<19:05, 27.09it/s, loss=3.57, v_num=0]
    Epoch 4:   8%|▊         | 2637/33666 [01:37<19:05, 27.09it/s, loss=3.6, v_num=0] 
    Epoch 4:   8%|▊         | 2638/33666 [01:37<19:05, 27.09it/s, loss=3.6, v_num=0]
    Epoch 4:   8%|▊         | 2638/33666 [01:37<19:05, 27.09it/s, loss=3.56, v_num=0]
    Epoch 4:   8%|▊         | 2639/33666 [01:37<19:05, 27.09it/s, loss=3.56, v_num=0]
    Epoch 4:   8%|▊         | 2639/33666 [01:37<19:05, 27.09it/s, loss=3.5, v_num=0] 
    Epoch 4:   8%|▊         | 2640/33666 [01:37<19:05, 27.09it/s, loss=3.5, v_num=0]
    Epoch 4:   8%|▊         | 2640/33666 [01:37<19:05, 27.09it/s, loss=3.54, v_num=0]
    Epoch 4:   8%|▊         | 2641/33666 [01:37<19:05, 27.09it/s, loss=3.54, v_num=0]
    Epoch 4:   8%|▊         | 2641/33666 [01:37<19:05, 27.09it/s, loss=3.55, v_num=0]
    Epoch 4:   8%|▊         | 2642/33666 [01:37<19:05, 27.09it/s, loss=3.55, v_num=0]
    Epoch 4:   8%|▊         | 2642/33666 [01:37<19:05, 27.09it/s, loss=3.57, v_num=0]
    Epoch 4:   8%|▊         | 2643/33666 [01:37<19:05, 27.08it/s, loss=3.57, v_num=0]
    Epoch 4:   8%|▊         | 2643/33666 [01:37<19:05, 27.08it/s, loss=3.51, v_num=0]
    Epoch 4:   8%|▊         | 2644/33666 [01:37<19:05, 27.09it/s, loss=3.51, v_num=0]
    Epoch 4:   8%|▊         | 2644/33666 [01:37<19:05, 27.08it/s, loss=3.51, v_num=0]
    Epoch 4:   8%|▊         | 2645/33666 [01:37<19:05, 27.09it/s, loss=3.51, v_num=0]
    Epoch 4:   8%|▊         | 2645/33666 [01:37<19:05, 27.09it/s, loss=3.42, v_num=0]
    Epoch 4:   8%|▊         | 2646/33666 [01:37<19:05, 27.09it/s, loss=3.42, v_num=0]
    Epoch 4:   8%|▊         | 2646/33666 [01:37<19:05, 27.09it/s, loss=3.38, v_num=0]
    Epoch 4:   8%|▊         | 2647/33666 [01:37<19:05, 27.08it/s, loss=3.38, v_num=0]
    Epoch 4:   8%|▊         | 2647/33666 [01:37<19:05, 27.08it/s, loss=3.4, v_num=0] 
    Epoch 4:   8%|▊         | 2648/33666 [01:37<19:05, 27.08it/s, loss=3.4, v_num=0]
    Epoch 4:   8%|▊         | 2648/33666 [01:37<19:05, 27.08it/s, loss=3.31, v_num=0]
    Epoch 4:   8%|▊         | 2649/33666 [01:37<19:05, 27.08it/s, loss=3.31, v_num=0]
    Epoch 4:   8%|▊         | 2649/33666 [01:37<19:05, 27.08it/s, loss=3.26, v_num=0]
    Epoch 4:   8%|▊         | 2650/33666 [01:37<19:05, 27.08it/s, loss=3.26, v_num=0]
    Epoch 4:   8%|▊         | 2650/33666 [01:37<19:05, 27.08it/s, loss=3.23, v_num=0]
    Epoch 4:   8%|▊         | 2651/33666 [01:37<19:05, 27.08it/s, loss=3.23, v_num=0]
    Epoch 4:   8%|▊         | 2651/33666 [01:37<19:05, 27.08it/s, loss=3.15, v_num=0]
    Epoch 4:   8%|▊         | 2652/33666 [01:37<19:05, 27.08it/s, loss=3.15, v_num=0]
    Epoch 4:   8%|▊         | 2652/33666 [01:37<19:05, 27.08it/s, loss=3.21, v_num=0]
    Epoch 4:   8%|▊         | 2653/33666 [01:37<19:05, 27.08it/s, loss=3.21, v_num=0]
    Epoch 4:   8%|▊         | 2653/33666 [01:37<19:05, 27.08it/s, loss=3.23, v_num=0]
    Epoch 4:   8%|▊         | 2654/33666 [01:38<19:05, 27.08it/s, loss=3.23, v_num=0]
    Epoch 4:   8%|▊         | 2654/33666 [01:38<19:05, 27.08it/s, loss=3.15, v_num=0]
    Epoch 4:   8%|▊         | 2655/33666 [01:38<19:05, 27.08it/s, loss=3.15, v_num=0]
    Epoch 4:   8%|▊         | 2655/33666 [01:38<19:05, 27.08it/s, loss=3.15, v_num=0]
    Epoch 4:   8%|▊         | 2656/33666 [01:38<19:05, 27.08it/s, loss=3.15, v_num=0]
    Epoch 4:   8%|▊         | 2656/33666 [01:38<19:05, 27.08it/s, loss=3.04, v_num=0]
    Epoch 4:   8%|▊         | 2657/33666 [01:38<19:05, 27.08it/s, loss=3.04, v_num=0]
    Epoch 4:   8%|▊         | 2657/33666 [01:38<19:05, 27.08it/s, loss=3.03, v_num=0]
    Epoch 4:   8%|▊         | 2658/33666 [01:38<19:04, 27.08it/s, loss=3.03, v_num=0]
    Epoch 4:   8%|▊         | 2658/33666 [01:38<19:04, 27.08it/s, loss=3.08, v_num=0]
    Epoch 4:   8%|▊         | 2659/33666 [01:38<19:04, 27.08it/s, loss=3.08, v_num=0]
    Epoch 4:   8%|▊         | 2659/33666 [01:38<19:04, 27.08it/s, loss=3.16, v_num=0]
    Epoch 4:   8%|▊         | 2660/33666 [01:38<19:04, 27.08it/s, loss=3.16, v_num=0]
    Epoch 4:   8%|▊         | 2660/33666 [01:38<19:04, 27.08it/s, loss=3.2, v_num=0] 
    Epoch 4:   8%|▊         | 2661/33666 [01:38<19:04, 27.08it/s, loss=3.2, v_num=0]
    Epoch 4:   8%|▊         | 2661/33666 [01:38<19:04, 27.08it/s, loss=3.16, v_num=0]
    Epoch 4:   8%|▊         | 2662/33666 [01:38<19:04, 27.08it/s, loss=3.16, v_num=0]
    Epoch 4:   8%|▊         | 2662/33666 [01:38<19:04, 27.08it/s, loss=3.14, v_num=0]
    Epoch 4:   8%|▊         | 2663/33666 [01:38<19:04, 27.08it/s, loss=3.14, v_num=0]
    Epoch 4:   8%|▊         | 2663/33666 [01:38<19:04, 27.08it/s, loss=3.3, v_num=0] 
    Epoch 4:   8%|▊         | 2664/33666 [01:38<19:04, 27.08it/s, loss=3.3, v_num=0]
    Epoch 4:   8%|▊         | 2664/33666 [01:38<19:04, 27.08it/s, loss=3.31, v_num=0]
    Epoch 4:   8%|▊         | 2665/33666 [01:38<19:04, 27.08it/s, loss=3.31, v_num=0]
    Epoch 4:   8%|▊         | 2665/33666 [01:38<19:04, 27.08it/s, loss=3.34, v_num=0]
    Epoch 4:   8%|▊         | 2666/33666 [01:38<19:04, 27.08it/s, loss=3.34, v_num=0]
    Epoch 4:   8%|▊         | 2666/33666 [01:38<19:04, 27.08it/s, loss=3.33, v_num=0]
    Epoch 4:   8%|▊         | 2667/33666 [01:38<19:04, 27.08it/s, loss=3.33, v_num=0]
    Epoch 4:   8%|▊         | 2667/33666 [01:38<19:04, 27.08it/s, loss=3.38, v_num=0]
    Epoch 4:   8%|▊         | 2668/33666 [01:38<19:04, 27.08it/s, loss=3.38, v_num=0]
    Epoch 4:   8%|▊         | 2668/33666 [01:38<19:04, 27.08it/s, loss=3.45, v_num=0]
    Epoch 4:   8%|▊         | 2669/33666 [01:38<19:04, 27.08it/s, loss=3.45, v_num=0]
    Epoch 4:   8%|▊         | 2669/33666 [01:38<19:04, 27.08it/s, loss=3.46, v_num=0]
    Epoch 4:   8%|▊         | 2670/33666 [01:38<19:04, 27.08it/s, loss=3.46, v_num=0]
    Epoch 4:   8%|▊         | 2670/33666 [01:38<19:04, 27.08it/s, loss=3.53, v_num=0]
    Epoch 4:   8%|▊         | 2671/33666 [01:38<19:04, 27.07it/s, loss=3.53, v_num=0]
    Epoch 4:   8%|▊         | 2671/33666 [01:38<19:04, 27.07it/s, loss=3.56, v_num=0]
    Epoch 4:   8%|▊         | 2672/33666 [01:38<19:04, 27.07it/s, loss=3.56, v_num=0]
    Epoch 4:   8%|▊         | 2672/33666 [01:38<19:04, 27.07it/s, loss=3.51, v_num=0]
    Epoch 4:   8%|▊         | 2673/33666 [01:38<19:04, 27.07it/s, loss=3.51, v_num=0]
    Epoch 4:   8%|▊         | 2673/33666 [01:38<19:04, 27.07it/s, loss=3.48, v_num=0]
    Epoch 4:   8%|▊         | 2674/33666 [01:38<19:04, 27.07it/s, loss=3.48, v_num=0]
    Epoch 4:   8%|▊         | 2674/33666 [01:38<19:04, 27.07it/s, loss=3.54, v_num=0]
    Epoch 4:   8%|▊         | 2675/33666 [01:38<19:04, 27.07it/s, loss=3.54, v_num=0]
    Epoch 4:   8%|▊         | 2675/33666 [01:38<19:04, 27.07it/s, loss=3.6, v_num=0] 
    Epoch 4:   8%|▊         | 2676/33666 [01:38<19:04, 27.07it/s, loss=3.6, v_num=0]
    Epoch 4:   8%|▊         | 2676/33666 [01:38<19:04, 27.07it/s, loss=3.66, v_num=0]
    Epoch 4:   8%|▊         | 2677/33666 [01:38<19:04, 27.07it/s, loss=3.66, v_num=0]
    Epoch 4:   8%|▊         | 2677/33666 [01:38<19:04, 27.07it/s, loss=3.62, v_num=0]
    Epoch 4:   8%|▊         | 2678/33666 [01:38<19:04, 27.07it/s, loss=3.62, v_num=0]
    Epoch 4:   8%|▊         | 2678/33666 [01:38<19:04, 27.07it/s, loss=3.62, v_num=0]
    Epoch 4:   8%|▊         | 2679/33666 [01:38<19:04, 27.06it/s, loss=3.62, v_num=0]
    Epoch 4:   8%|▊         | 2679/33666 [01:38<19:04, 27.06it/s, loss=3.58, v_num=0]
    Epoch 4:   8%|▊         | 2680/33666 [01:39<19:04, 27.06it/s, loss=3.58, v_num=0]
    Epoch 4:   8%|▊         | 2680/33666 [01:39<19:04, 27.06it/s, loss=3.53, v_num=0]
    Epoch 4:   8%|▊         | 2681/33666 [01:39<19:04, 27.06it/s, loss=3.53, v_num=0]
    Epoch 4:   8%|▊         | 2681/33666 [01:39<19:04, 27.06it/s, loss=3.57, v_num=0]
    Epoch 4:   8%|▊         | 2682/33666 [01:39<19:04, 27.06it/s, loss=3.57, v_num=0]
    Epoch 4:   8%|▊         | 2682/33666 [01:39<19:04, 27.06it/s, loss=3.54, v_num=0]
    Epoch 4:   8%|▊         | 2683/33666 [01:39<19:04, 27.06it/s, loss=3.54, v_num=0]
    Epoch 4:   8%|▊         | 2683/33666 [01:39<19:04, 27.06it/s, loss=3.41, v_num=0]
    Epoch 4:   8%|▊         | 2684/33666 [01:39<19:05, 27.06it/s, loss=3.41, v_num=0]
    Epoch 4:   8%|▊         | 2684/33666 [01:39<19:05, 27.06it/s, loss=3.4, v_num=0] 
    Epoch 4:   8%|▊         | 2685/33666 [01:39<19:04, 27.06it/s, loss=3.4, v_num=0]
    Epoch 4:   8%|▊         | 2685/33666 [01:39<19:04, 27.06it/s, loss=3.45, v_num=0]
    Epoch 4:   8%|▊         | 2686/33666 [01:39<19:04, 27.06it/s, loss=3.45, v_num=0]
    Epoch 4:   8%|▊         | 2686/33666 [01:39<19:04, 27.06it/s, loss=3.42, v_num=0]
    Epoch 4:   8%|▊         | 2687/33666 [01:39<19:04, 27.06it/s, loss=3.42, v_num=0]
    Epoch 4:   8%|▊         | 2687/33666 [01:39<19:04, 27.06it/s, loss=3.3, v_num=0] 
    Epoch 4:   8%|▊         | 2688/33666 [01:39<19:04, 27.06it/s, loss=3.3, v_num=0]
    Epoch 4:   8%|▊         | 2688/33666 [01:39<19:04, 27.06it/s, loss=3.24, v_num=0]
    Epoch 4:   8%|▊         | 2689/33666 [01:39<19:04, 27.06it/s, loss=3.24, v_num=0]
    Epoch 4:   8%|▊         | 2689/33666 [01:39<19:04, 27.06it/s, loss=3.19, v_num=0]
    Epoch 4:   8%|▊         | 2690/33666 [01:39<19:04, 27.06it/s, loss=3.19, v_num=0]
    Epoch 4:   8%|▊         | 2690/33666 [01:39<19:04, 27.06it/s, loss=3.16, v_num=0]
    Epoch 4:   8%|▊         | 2691/33666 [01:39<19:04, 27.06it/s, loss=3.16, v_num=0]
    Epoch 4:   8%|▊         | 2691/33666 [01:39<19:04, 27.06it/s, loss=3.13, v_num=0]
    Epoch 4:   8%|▊         | 2692/33666 [01:39<19:04, 27.06it/s, loss=3.13, v_num=0]
    Epoch 4:   8%|▊         | 2692/33666 [01:39<19:04, 27.06it/s, loss=3.16, v_num=0]
    Epoch 4:   8%|▊         | 2693/33666 [01:39<19:04, 27.06it/s, loss=3.16, v_num=0]
    Epoch 4:   8%|▊         | 2693/33666 [01:39<19:04, 27.06it/s, loss=3.11, v_num=0]
    Epoch 4:   8%|▊         | 2694/33666 [01:39<19:04, 27.06it/s, loss=3.11, v_num=0]
    Epoch 4:   8%|▊         | 2694/33666 [01:39<19:04, 27.06it/s, loss=3.05, v_num=0]
    Epoch 4:   8%|▊         | 2695/33666 [01:39<19:04, 27.06it/s, loss=3.05, v_num=0]
    Epoch 4:   8%|▊         | 2695/33666 [01:39<19:04, 27.06it/s, loss=3.02, v_num=0]
    Epoch 4:   8%|▊         | 2696/33666 [01:39<19:04, 27.06it/s, loss=3.02, v_num=0]
    Epoch 4:   8%|▊         | 2696/33666 [01:39<19:04, 27.06it/s, loss=3.03, v_num=0]
    Epoch 4:   8%|▊         | 2697/33666 [01:39<19:04, 27.06it/s, loss=3.03, v_num=0]
    Epoch 4:   8%|▊         | 2697/33666 [01:39<19:04, 27.06it/s, loss=3.1, v_num=0] 
    Epoch 4:   8%|▊         | 2698/33666 [01:39<19:04, 27.06it/s, loss=3.1, v_num=0]
    Epoch 4:   8%|▊         | 2698/33666 [01:39<19:04, 27.06it/s, loss=3.03, v_num=0]
    Epoch 4:   8%|▊         | 2699/33666 [01:39<19:04, 27.06it/s, loss=3.03, v_num=0]
    Epoch 4:   8%|▊         | 2699/33666 [01:39<19:04, 27.06it/s, loss=2.97, v_num=0]
    Epoch 4:   8%|▊         | 2700/33666 [01:39<19:04, 27.06it/s, loss=2.97, v_num=0]
    Epoch 4:   8%|▊         | 2700/33666 [01:39<19:04, 27.06it/s, loss=2.94, v_num=0]
    Epoch 4:   8%|▊         | 2701/33666 [01:39<19:04, 27.06it/s, loss=2.94, v_num=0]
    Epoch 4:   8%|▊         | 2701/33666 [01:39<19:04, 27.06it/s, loss=2.87, v_num=0]
    Epoch 4:   8%|▊         | 2702/33666 [01:39<19:04, 27.06it/s, loss=2.87, v_num=0]
    Epoch 4:   8%|▊         | 2702/33666 [01:39<19:04, 27.06it/s, loss=2.96, v_num=0]
    Epoch 4:   8%|▊         | 2703/33666 [01:39<19:04, 27.06it/s, loss=2.96, v_num=0]
    Epoch 4:   8%|▊         | 2703/33666 [01:39<19:04, 27.06it/s, loss=2.95, v_num=0]
    Epoch 4:   8%|▊         | 2704/33666 [01:39<19:04, 27.06it/s, loss=2.95, v_num=0]
    Epoch 4:   8%|▊         | 2704/33666 [01:39<19:04, 27.06it/s, loss=3.02, v_num=0]
    Epoch 4:   8%|▊         | 2705/33666 [01:39<19:04, 27.06it/s, loss=3.02, v_num=0]
    Epoch 4:   8%|▊         | 2705/33666 [01:39<19:04, 27.06it/s, loss=3.07, v_num=0]
    Epoch 4:   8%|▊         | 2706/33666 [01:40<19:04, 27.06it/s, loss=3.07, v_num=0]
    Epoch 4:   8%|▊         | 2706/33666 [01:40<19:04, 27.06it/s, loss=3.05, v_num=0]
    Epoch 4:   8%|▊         | 2707/33666 [01:40<19:04, 27.06it/s, loss=3.05, v_num=0]
    Epoch 4:   8%|▊         | 2707/33666 [01:40<19:04, 27.06it/s, loss=3.13, v_num=0]
    Epoch 4:   8%|▊         | 2708/33666 [01:40<19:04, 27.06it/s, loss=3.13, v_num=0]
    Epoch 4:   8%|▊         | 2708/33666 [01:40<19:04, 27.06it/s, loss=3.14, v_num=0]
    Epoch 4:   8%|▊         | 2709/33666 [01:40<19:04, 27.06it/s, loss=3.14, v_num=0]
    Epoch 4:   8%|▊         | 2709/33666 [01:40<19:04, 27.06it/s, loss=3.18, v_num=0]
    Epoch 4:   8%|▊         | 2710/33666 [01:40<19:04, 27.06it/s, loss=3.18, v_num=0]
    Epoch 4:   8%|▊         | 2710/33666 [01:40<19:04, 27.06it/s, loss=3.18, v_num=0]
    Epoch 4:   8%|▊         | 2711/33666 [01:40<19:04, 27.05it/s, loss=3.18, v_num=0]
    Epoch 4:   8%|▊         | 2711/33666 [01:40<19:04, 27.05it/s, loss=3.21, v_num=0]
    Epoch 4:   8%|▊         | 2712/33666 [01:40<19:04, 27.05it/s, loss=3.21, v_num=0]
    Epoch 4:   8%|▊         | 2712/33666 [01:40<19:04, 27.05it/s, loss=3.25, v_num=0]
    Epoch 4:   8%|▊         | 2713/33666 [01:40<19:04, 27.05it/s, loss=3.25, v_num=0]
    Epoch 4:   8%|▊         | 2713/33666 [01:40<19:04, 27.05it/s, loss=3.28, v_num=0]
    Epoch 4:   8%|▊         | 2714/33666 [01:40<19:04, 27.05it/s, loss=3.28, v_num=0]
    Epoch 4:   8%|▊         | 2714/33666 [01:40<19:04, 27.05it/s, loss=3.35, v_num=0]
    Epoch 4:   8%|▊         | 2715/33666 [01:40<19:04, 27.05it/s, loss=3.35, v_num=0]
    Epoch 4:   8%|▊         | 2715/33666 [01:40<19:04, 27.05it/s, loss=3.28, v_num=0]
    Epoch 4:   8%|▊         | 2716/33666 [01:40<19:03, 27.05it/s, loss=3.28, v_num=0]
    Epoch 4:   8%|▊         | 2716/33666 [01:40<19:03, 27.05it/s, loss=3.31, v_num=0]
    Epoch 4:   8%|▊         | 2717/33666 [01:40<19:03, 27.05it/s, loss=3.31, v_num=0]
    Epoch 4:   8%|▊         | 2717/33666 [01:40<19:03, 27.05it/s, loss=3.29, v_num=0]
    Epoch 4:   8%|▊         | 2718/33666 [01:40<19:03, 27.05it/s, loss=3.29, v_num=0]
    Epoch 4:   8%|▊         | 2718/33666 [01:40<19:03, 27.05it/s, loss=3.22, v_num=0]
    Epoch 4:   8%|▊         | 2719/33666 [01:40<19:03, 27.05it/s, loss=3.22, v_num=0]
    Epoch 4:   8%|▊         | 2719/33666 [01:40<19:03, 27.05it/s, loss=3.31, v_num=0]
    Epoch 4:   8%|▊         | 2720/33666 [01:40<19:03, 27.05it/s, loss=3.31, v_num=0]
    Epoch 4:   8%|▊         | 2720/33666 [01:40<19:03, 27.05it/s, loss=3.23, v_num=0]
    Epoch 4:   8%|▊         | 2721/33666 [01:40<19:03, 27.05it/s, loss=3.23, v_num=0]
    Epoch 4:   8%|▊         | 2721/33666 [01:40<19:03, 27.05it/s, loss=3.26, v_num=0]
    Epoch 4:   8%|▊         | 2722/33666 [01:40<19:03, 27.05it/s, loss=3.26, v_num=0]
    Epoch 4:   8%|▊         | 2722/33666 [01:40<19:03, 27.05it/s, loss=3.23, v_num=0]
    Epoch 4:   8%|▊         | 2723/33666 [01:40<19:03, 27.05it/s, loss=3.23, v_num=0]
    Epoch 4:   8%|▊         | 2723/33666 [01:40<19:03, 27.05it/s, loss=3.26, v_num=0]
    Epoch 4:   8%|▊         | 2724/33666 [01:40<19:03, 27.05it/s, loss=3.26, v_num=0]
    Epoch 4:   8%|▊         | 2724/33666 [01:40<19:03, 27.05it/s, loss=3.2, v_num=0] 
    Epoch 4:   8%|▊         | 2725/33666 [01:40<19:03, 27.05it/s, loss=3.2, v_num=0]
    Epoch 4:   8%|▊         | 2725/33666 [01:40<19:03, 27.05it/s, loss=3.09, v_num=0]
    Epoch 4:   8%|▊         | 2726/33666 [01:40<19:03, 27.05it/s, loss=3.09, v_num=0]
    Epoch 4:   8%|▊         | 2726/33666 [01:40<19:03, 27.05it/s, loss=3.1, v_num=0] 
    Epoch 4:   8%|▊         | 2727/33666 [01:40<19:03, 27.05it/s, loss=3.1, v_num=0]
    Epoch 4:   8%|▊         | 2727/33666 [01:40<19:03, 27.05it/s, loss=3.06, v_num=0]
    Epoch 4:   8%|▊         | 2728/33666 [01:40<19:03, 27.05it/s, loss=3.06, v_num=0]
    Epoch 4:   8%|▊         | 2728/33666 [01:40<19:03, 27.05it/s, loss=3, v_num=0]   
    Epoch 4:   8%|▊         | 2729/33666 [01:40<19:03, 27.05it/s, loss=3, v_num=0]
    Epoch 4:   8%|▊         | 2729/33666 [01:40<19:03, 27.05it/s, loss=2.91, v_num=0]
    Epoch 4:   8%|▊         | 2730/33666 [01:40<19:03, 27.05it/s, loss=2.91, v_num=0]
    Epoch 4:   8%|▊         | 2730/33666 [01:40<19:03, 27.05it/s, loss=2.81, v_num=0]
    Epoch 4:   8%|▊         | 2731/33666 [01:40<19:03, 27.05it/s, loss=2.81, v_num=0]
    Epoch 4:   8%|▊         | 2731/33666 [01:40<19:03, 27.05it/s, loss=2.77, v_num=0]
    Epoch 4:   8%|▊         | 2732/33666 [01:40<19:03, 27.05it/s, loss=2.77, v_num=0]
    Epoch 4:   8%|▊         | 2732/33666 [01:40<19:03, 27.05it/s, loss=2.81, v_num=0]
    Epoch 4:   8%|▊         | 2733/33666 [01:41<19:03, 27.05it/s, loss=2.81, v_num=0]
    Epoch 4:   8%|▊         | 2733/33666 [01:41<19:03, 27.05it/s, loss=2.88, v_num=0]
    Epoch 4:   8%|▊         | 2734/33666 [01:41<19:03, 27.05it/s, loss=2.88, v_num=0]
    Epoch 4:   8%|▊         | 2734/33666 [01:41<19:03, 27.05it/s, loss=2.77, v_num=0]
    Epoch 4:   8%|▊         | 2735/33666 [01:41<19:03, 27.05it/s, loss=2.77, v_num=0]
    Epoch 4:   8%|▊         | 2735/33666 [01:41<19:03, 27.05it/s, loss=2.82, v_num=0]
    Epoch 4:   8%|▊         | 2736/33666 [01:41<19:03, 27.05it/s, loss=2.82, v_num=0]
    Epoch 4:   8%|▊         | 2736/33666 [01:41<19:03, 27.05it/s, loss=2.72, v_num=0]
    Epoch 4:   8%|▊         | 2737/33666 [01:41<19:03, 27.05it/s, loss=2.72, v_num=0]
    Epoch 4:   8%|▊         | 2737/33666 [01:41<19:03, 27.05it/s, loss=2.74, v_num=0]
    Epoch 4:   8%|▊         | 2738/33666 [01:41<19:03, 27.05it/s, loss=2.74, v_num=0]
    Epoch 4:   8%|▊         | 2738/33666 [01:41<19:03, 27.05it/s, loss=2.76, v_num=0]
    Epoch 4:   8%|▊         | 2739/33666 [01:41<19:03, 27.05it/s, loss=2.76, v_num=0]
    Epoch 4:   8%|▊         | 2739/33666 [01:41<19:03, 27.05it/s, loss=2.76, v_num=0]
    Epoch 4:   8%|▊         | 2740/33666 [01:41<19:03, 27.05it/s, loss=2.76, v_num=0]
    Epoch 4:   8%|▊         | 2740/33666 [01:41<19:03, 27.05it/s, loss=2.98, v_num=0]
    Epoch 4:   8%|▊         | 2741/33666 [01:41<19:03, 27.05it/s, loss=2.98, v_num=0]
    Epoch 4:   8%|▊         | 2741/33666 [01:41<19:03, 27.05it/s, loss=3.02, v_num=0]
    Epoch 4:   8%|▊         | 2742/33666 [01:41<19:03, 27.05it/s, loss=3.02, v_num=0]
    Epoch 4:   8%|▊         | 2742/33666 [01:41<19:03, 27.05it/s, loss=3.04, v_num=0]
    Epoch 4:   8%|▊         | 2743/33666 [01:41<19:03, 27.05it/s, loss=3.04, v_num=0]
    Epoch 4:   8%|▊         | 2743/33666 [01:41<19:03, 27.05it/s, loss=3.04, v_num=0]
    Epoch 4:   8%|▊         | 2744/33666 [01:41<19:03, 27.05it/s, loss=3.04, v_num=0]
    Epoch 4:   8%|▊         | 2744/33666 [01:41<19:03, 27.05it/s, loss=3.08, v_num=0]
    Epoch 4:   8%|▊         | 2745/33666 [01:41<19:03, 27.05it/s, loss=3.08, v_num=0]
    Epoch 4:   8%|▊         | 2745/33666 [01:41<19:03, 27.05it/s, loss=3.2, v_num=0] 
    Epoch 4:   8%|▊         | 2746/33666 [01:41<19:03, 27.05it/s, loss=3.2, v_num=0]
    Epoch 4:   8%|▊         | 2746/33666 [01:41<19:03, 27.05it/s, loss=3.26, v_num=0]
    Epoch 4:   8%|▊         | 2747/33666 [01:41<19:03, 27.05it/s, loss=3.26, v_num=0]
    Epoch 4:   8%|▊         | 2747/33666 [01:41<19:03, 27.05it/s, loss=3.36, v_num=0]
    Epoch 4:   8%|▊         | 2748/33666 [01:41<19:02, 27.05it/s, loss=3.36, v_num=0]
    Epoch 4:   8%|▊         | 2748/33666 [01:41<19:03, 27.05it/s, loss=3.43, v_num=0]
    Epoch 4:   8%|▊         | 2749/33666 [01:41<19:02, 27.05it/s, loss=3.43, v_num=0]
    Epoch 4:   8%|▊         | 2749/33666 [01:41<19:02, 27.05it/s, loss=3.47, v_num=0]
    Epoch 4:   8%|▊         | 2750/33666 [01:41<19:02, 27.05it/s, loss=3.47, v_num=0]
    Epoch 4:   8%|▊         | 2750/33666 [01:41<19:02, 27.05it/s, loss=3.57, v_num=0]
    Epoch 4:   8%|▊         | 2751/33666 [01:41<19:02, 27.05it/s, loss=3.57, v_num=0]
    Epoch 4:   8%|▊         | 2751/33666 [01:41<19:02, 27.05it/s, loss=3.7, v_num=0] 
    Epoch 4:   8%|▊         | 2752/33666 [01:41<19:02, 27.05it/s, loss=3.7, v_num=0]
    Epoch 4:   8%|▊         | 2752/33666 [01:41<19:02, 27.05it/s, loss=3.63, v_num=0]
    Epoch 4:   8%|▊         | 2753/33666 [01:41<19:02, 27.05it/s, loss=3.63, v_num=0]
    Epoch 4:   8%|▊         | 2753/33666 [01:41<19:02, 27.05it/s, loss=3.56, v_num=0]
    Epoch 4:   8%|▊         | 2754/33666 [01:41<19:02, 27.05it/s, loss=3.56, v_num=0]
    Epoch 4:   8%|▊         | 2754/33666 [01:41<19:02, 27.05it/s, loss=3.56, v_num=0]
    Epoch 4:   8%|▊         | 2755/33666 [01:41<19:02, 27.05it/s, loss=3.56, v_num=0]
    Epoch 4:   8%|▊         | 2755/33666 [01:41<19:02, 27.05it/s, loss=3.56, v_num=0]
    Epoch 4:   8%|▊         | 2756/33666 [01:41<19:02, 27.05it/s, loss=3.56, v_num=0]
    Epoch 4:   8%|▊         | 2756/33666 [01:41<19:02, 27.05it/s, loss=3.7, v_num=0] 
    Epoch 4:   8%|▊         | 2757/33666 [01:41<19:02, 27.05it/s, loss=3.7, v_num=0]
    Epoch 4:   8%|▊         | 2757/33666 [01:41<19:02, 27.05it/s, loss=3.73, v_num=0]
    Epoch 4:   8%|▊         | 2758/33666 [01:41<19:02, 27.05it/s, loss=3.73, v_num=0]
    Epoch 4:   8%|▊         | 2758/33666 [01:41<19:02, 27.05it/s, loss=3.81, v_num=0]
    Epoch 4:   8%|▊         | 2759/33666 [01:41<19:02, 27.05it/s, loss=3.81, v_num=0]
    Epoch 4:   8%|▊         | 2759/33666 [01:41<19:02, 27.05it/s, loss=3.8, v_num=0] 
    Epoch 4:   8%|▊         | 2760/33666 [01:42<19:02, 27.05it/s, loss=3.8, v_num=0]
    Epoch 4:   8%|▊         | 2760/33666 [01:42<19:02, 27.05it/s, loss=3.61, v_num=0]
    Epoch 4:   8%|▊         | 2761/33666 [01:42<19:02, 27.05it/s, loss=3.61, v_num=0]
    Epoch 4:   8%|▊         | 2761/33666 [01:42<19:02, 27.05it/s, loss=3.6, v_num=0] 
    Epoch 4:   8%|▊         | 2762/33666 [01:42<19:02, 27.05it/s, loss=3.6, v_num=0]
    Epoch 4:   8%|▊         | 2762/33666 [01:42<19:02, 27.05it/s, loss=3.57, v_num=0]
    Epoch 4:   8%|▊         | 2763/33666 [01:42<19:02, 27.05it/s, loss=3.57, v_num=0]
    Epoch 4:   8%|▊         | 2763/33666 [01:42<19:02, 27.05it/s, loss=3.58, v_num=0]
    Epoch 4:   8%|▊         | 2764/33666 [01:42<19:02, 27.05it/s, loss=3.58, v_num=0]
    Epoch 4:   8%|▊         | 2764/33666 [01:42<19:02, 27.05it/s, loss=3.54, v_num=0]
    Epoch 4:   8%|▊         | 2765/33666 [01:42<19:02, 27.05it/s, loss=3.54, v_num=0]
    Epoch 4:   8%|▊         | 2765/33666 [01:42<19:02, 27.05it/s, loss=3.4, v_num=0] 
    Epoch 4:   8%|▊         | 2766/33666 [01:42<19:02, 27.05it/s, loss=3.4, v_num=0]
    Epoch 4:   8%|▊         | 2766/33666 [01:42<19:02, 27.05it/s, loss=3.42, v_num=0]
    Epoch 4:   8%|▊         | 2767/33666 [01:42<19:02, 27.05it/s, loss=3.42, v_num=0]
    Epoch 4:   8%|▊         | 2767/33666 [01:42<19:02, 27.05it/s, loss=3.42, v_num=0]
    Epoch 4:   8%|▊         | 2768/33666 [01:42<19:02, 27.05it/s, loss=3.42, v_num=0]
    Epoch 4:   8%|▊         | 2768/33666 [01:42<19:02, 27.05it/s, loss=3.37, v_num=0]
    Epoch 4:   8%|▊         | 2769/33666 [01:42<19:02, 27.05it/s, loss=3.37, v_num=0]
    Epoch 4:   8%|▊         | 2769/33666 [01:42<19:02, 27.05it/s, loss=3.37, v_num=0]
    Epoch 4:   8%|▊         | 2770/33666 [01:42<19:02, 27.05it/s, loss=3.37, v_num=0]
    Epoch 4:   8%|▊         | 2770/33666 [01:42<19:02, 27.05it/s, loss=3.37, v_num=0]
    Epoch 4:   8%|▊         | 2771/33666 [01:42<19:02, 27.05it/s, loss=3.37, v_num=0]
    Epoch 4:   8%|▊         | 2771/33666 [01:42<19:02, 27.05it/s, loss=3.22, v_num=0]
    Epoch 4:   8%|▊         | 2772/33666 [01:42<19:02, 27.05it/s, loss=3.22, v_num=0]
    Epoch 4:   8%|▊         | 2772/33666 [01:42<19:02, 27.05it/s, loss=3.29, v_num=0]
    Epoch 4:   8%|▊         | 2773/33666 [01:42<19:01, 27.05it/s, loss=3.29, v_num=0]
    Epoch 4:   8%|▊         | 2773/33666 [01:42<19:01, 27.05it/s, loss=3.35, v_num=0]
    Epoch 4:   8%|▊         | 2774/33666 [01:42<19:01, 27.05it/s, loss=3.35, v_num=0]
    Epoch 4:   8%|▊         | 2774/33666 [01:42<19:01, 27.05it/s, loss=3.44, v_num=0]
    Epoch 4:   8%|▊         | 2775/33666 [01:42<19:01, 27.05it/s, loss=3.44, v_num=0]
    Epoch 4:   8%|▊         | 2775/33666 [01:42<19:01, 27.05it/s, loss=3.44, v_num=0]
    Epoch 4:   8%|▊         | 2776/33666 [01:42<19:01, 27.05it/s, loss=3.44, v_num=0]
    Epoch 4:   8%|▊         | 2776/33666 [01:42<19:01, 27.05it/s, loss=3.32, v_num=0]
    Epoch 4:   8%|▊         | 2777/33666 [01:42<19:01, 27.05it/s, loss=3.32, v_num=0]
    Epoch 4:   8%|▊         | 2777/33666 [01:42<19:01, 27.05it/s, loss=3.29, v_num=0]
    Epoch 4:   8%|▊         | 2778/33666 [01:42<19:01, 27.05it/s, loss=3.29, v_num=0]
    Epoch 4:   8%|▊         | 2778/33666 [01:42<19:01, 27.05it/s, loss=3.26, v_num=0]
    Epoch 4:   8%|▊         | 2779/33666 [01:42<19:01, 27.05it/s, loss=3.26, v_num=0]
    Epoch 4:   8%|▊         | 2779/33666 [01:42<19:01, 27.05it/s, loss=3.19, v_num=0]
    Epoch 4:   8%|▊         | 2780/33666 [01:42<19:01, 27.05it/s, loss=3.19, v_num=0]
    Epoch 4:   8%|▊         | 2780/33666 [01:42<19:01, 27.05it/s, loss=3.29, v_num=0]
    Epoch 4:   8%|▊         | 2781/33666 [01:42<19:01, 27.05it/s, loss=3.29, v_num=0]
    Epoch 4:   8%|▊         | 2781/33666 [01:42<19:01, 27.05it/s, loss=3.29, v_num=0]
    Epoch 4:   8%|▊         | 2782/33666 [01:42<19:01, 27.05it/s, loss=3.29, v_num=0]
    Epoch 4:   8%|▊         | 2782/33666 [01:42<19:01, 27.05it/s, loss=3.3, v_num=0] 
    Epoch 4:   8%|▊         | 2783/33666 [01:42<19:01, 27.05it/s, loss=3.3, v_num=0]
    Epoch 4:   8%|▊         | 2783/33666 [01:42<19:01, 27.05it/s, loss=3.24, v_num=0]
    Epoch 4:   8%|▊         | 2784/33666 [01:42<19:01, 27.06it/s, loss=3.24, v_num=0]
    Epoch 4:   8%|▊         | 2784/33666 [01:42<19:01, 27.05it/s, loss=3.32, v_num=0]
    Epoch 4:   8%|▊         | 2785/33666 [01:42<19:01, 27.06it/s, loss=3.32, v_num=0]
    Epoch 4:   8%|▊         | 2785/33666 [01:42<19:01, 27.05it/s, loss=3.43, v_num=0]
    Epoch 4:   8%|▊         | 2786/33666 [01:42<19:01, 27.05it/s, loss=3.43, v_num=0]
    Epoch 4:   8%|▊         | 2786/33666 [01:42<19:01, 27.05it/s, loss=3.32, v_num=0]
    Epoch 4:   8%|▊         | 2787/33666 [01:43<19:01, 27.05it/s, loss=3.32, v_num=0]
    Epoch 4:   8%|▊         | 2787/33666 [01:43<19:01, 27.05it/s, loss=3.25, v_num=0]
    Epoch 4:   8%|▊         | 2788/33666 [01:43<19:01, 27.05it/s, loss=3.25, v_num=0]
    Epoch 4:   8%|▊         | 2788/33666 [01:43<19:01, 27.05it/s, loss=3.25, v_num=0]
    Epoch 4:   8%|▊         | 2789/33666 [01:43<19:01, 27.06it/s, loss=3.25, v_num=0]
    Epoch 4:   8%|▊         | 2789/33666 [01:43<19:01, 27.06it/s, loss=3.3, v_num=0] 
    Epoch 4:   8%|▊         | 2790/33666 [01:43<19:01, 27.06it/s, loss=3.3, v_num=0]
    Epoch 4:   8%|▊         | 2790/33666 [01:43<19:01, 27.06it/s, loss=3.26, v_num=0]
    Epoch 4:   8%|▊         | 2791/33666 [01:43<19:01, 27.06it/s, loss=3.26, v_num=0]
    Epoch 4:   8%|▊         | 2791/33666 [01:43<19:01, 27.06it/s, loss=3.47, v_num=0]
    Epoch 4:   8%|▊         | 2792/33666 [01:43<19:01, 27.06it/s, loss=3.47, v_num=0]
    Epoch 4:   8%|▊         | 2792/33666 [01:43<19:01, 27.06it/s, loss=3.35, v_num=0]
    Epoch 4:   8%|▊         | 2793/33666 [01:43<19:01, 27.06it/s, loss=3.35, v_num=0]
    Epoch 4:   8%|▊         | 2793/33666 [01:43<19:01, 27.06it/s, loss=3.37, v_num=0]
    Epoch 4:   8%|▊         | 2794/33666 [01:43<19:00, 27.06it/s, loss=3.37, v_num=0]
    Epoch 4:   8%|▊         | 2794/33666 [01:43<19:00, 27.06it/s, loss=3.33, v_num=0]
    Epoch 4:   8%|▊         | 2795/33666 [01:43<19:00, 27.06it/s, loss=3.33, v_num=0]
    Epoch 4:   8%|▊         | 2795/33666 [01:43<19:00, 27.06it/s, loss=3.3, v_num=0] 
    Epoch 4:   8%|▊         | 2796/33666 [01:43<19:00, 27.06it/s, loss=3.3, v_num=0]
    Epoch 4:   8%|▊         | 2796/33666 [01:43<19:00, 27.06it/s, loss=3.38, v_num=0]
    Epoch 4:   8%|▊         | 2797/33666 [01:43<19:00, 27.06it/s, loss=3.38, v_num=0]
    Epoch 4:   8%|▊         | 2797/33666 [01:43<19:00, 27.06it/s, loss=3.3, v_num=0] 
    Epoch 4:   8%|▊         | 2798/33666 [01:43<19:00, 27.06it/s, loss=3.3, v_num=0]
    Epoch 4:   8%|▊         | 2798/33666 [01:43<19:00, 27.06it/s, loss=3.31, v_num=0]
    Epoch 4:   8%|▊         | 2799/33666 [01:43<19:00, 27.06it/s, loss=3.31, v_num=0]
    Epoch 4:   8%|▊         | 2799/33666 [01:43<19:00, 27.06it/s, loss=3.38, v_num=0]
    Epoch 4:   8%|▊         | 2800/33666 [01:43<19:00, 27.06it/s, loss=3.38, v_num=0]
    Epoch 4:   8%|▊         | 2800/33666 [01:43<19:00, 27.06it/s, loss=3.3, v_num=0] 
    Epoch 4:   8%|▊         | 2801/33666 [01:43<19:00, 27.06it/s, loss=3.3, v_num=0]
    Epoch 4:   8%|▊         | 2801/33666 [01:43<19:00, 27.06it/s, loss=3.29, v_num=0]
    Epoch 4:   8%|▊         | 2802/33666 [01:43<19:00, 27.06it/s, loss=3.29, v_num=0]
    Epoch 4:   8%|▊         | 2802/33666 [01:43<19:00, 27.06it/s, loss=3.27, v_num=0]
    Epoch 4:   8%|▊         | 2803/33666 [01:43<19:00, 27.06it/s, loss=3.27, v_num=0]
    Epoch 4:   8%|▊         | 2803/33666 [01:43<19:00, 27.06it/s, loss=3.32, v_num=0]
    Epoch 4:   8%|▊         | 2804/33666 [01:43<19:00, 27.06it/s, loss=3.32, v_num=0]
    Epoch 4:   8%|▊         | 2804/33666 [01:43<19:00, 27.06it/s, loss=3.17, v_num=0]
    Epoch 4:   8%|▊         | 2805/33666 [01:43<19:00, 27.06it/s, loss=3.17, v_num=0]
    Epoch 4:   8%|▊         | 2805/33666 [01:43<19:00, 27.06it/s, loss=3.15, v_num=0]
    Epoch 4:   8%|▊         | 2806/33666 [01:43<19:00, 27.06it/s, loss=3.15, v_num=0]
    Epoch 4:   8%|▊         | 2806/33666 [01:43<19:00, 27.06it/s, loss=3.19, v_num=0]
    Epoch 4:   8%|▊         | 2807/33666 [01:43<19:00, 27.06it/s, loss=3.19, v_num=0]
    Epoch 4:   8%|▊         | 2807/33666 [01:43<19:00, 27.06it/s, loss=3.24, v_num=0]
    Epoch 4:   8%|▊         | 2808/33666 [01:43<19:00, 27.06it/s, loss=3.24, v_num=0]
    Epoch 4:   8%|▊         | 2808/33666 [01:43<19:00, 27.06it/s, loss=3.3, v_num=0] 
    Epoch 4:   8%|▊         | 2809/33666 [01:43<19:00, 27.06it/s, loss=3.3, v_num=0]
    Epoch 4:   8%|▊         | 2809/33666 [01:43<19:00, 27.06it/s, loss=3.2, v_num=0]
    Epoch 4:   8%|▊         | 2810/33666 [01:43<19:00, 27.06it/s, loss=3.2, v_num=0]
    Epoch 4:   8%|▊         | 2810/33666 [01:43<19:00, 27.06it/s, loss=3.15, v_num=0]
    Epoch 4:   8%|▊         | 2811/33666 [01:43<19:00, 27.06it/s, loss=3.15, v_num=0]
    Epoch 4:   8%|▊         | 2811/33666 [01:43<19:00, 27.06it/s, loss=2.99, v_num=0]
    Epoch 4:   8%|▊         | 2812/33666 [01:43<19:00, 27.06it/s, loss=2.99, v_num=0]
    Epoch 4:   8%|▊         | 2812/33666 [01:43<19:00, 27.06it/s, loss=3.06, v_num=0]
    Epoch 4:   8%|▊         | 2813/33666 [01:43<19:00, 27.06it/s, loss=3.06, v_num=0]
    Epoch 4:   8%|▊         | 2813/33666 [01:43<19:00, 27.06it/s, loss=3.05, v_num=0]
    Epoch 4:   8%|▊         | 2814/33666 [01:44<19:00, 27.06it/s, loss=3.05, v_num=0]
    Epoch 4:   8%|▊         | 2814/33666 [01:44<19:00, 27.06it/s, loss=3.03, v_num=0]
    Epoch 4:   8%|▊         | 2815/33666 [01:44<19:00, 27.06it/s, loss=3.03, v_num=0]
    Epoch 4:   8%|▊         | 2815/33666 [01:44<19:00, 27.06it/s, loss=3, v_num=0]   
    Epoch 4:   8%|▊         | 2816/33666 [01:44<19:00, 27.06it/s, loss=3, v_num=0]
    Epoch 4:   8%|▊         | 2816/33666 [01:44<19:00, 27.06it/s, loss=2.93, v_num=0]
    Epoch 4:   8%|▊         | 2817/33666 [01:44<19:00, 27.06it/s, loss=2.93, v_num=0]
    Epoch 4:   8%|▊         | 2817/33666 [01:44<19:00, 27.06it/s, loss=2.91, v_num=0]
    Epoch 4:   8%|▊         | 2818/33666 [01:44<19:00, 27.06it/s, loss=2.91, v_num=0]
    Epoch 4:   8%|▊         | 2818/33666 [01:44<19:00, 27.06it/s, loss=2.8, v_num=0] 
    Epoch 4:   8%|▊         | 2819/33666 [01:44<19:00, 27.06it/s, loss=2.8, v_num=0]
    Epoch 4:   8%|▊         | 2819/33666 [01:44<19:00, 27.06it/s, loss=2.74, v_num=0]
    Epoch 4:   8%|▊         | 2820/33666 [01:44<19:00, 27.06it/s, loss=2.74, v_num=0]
    Epoch 4:   8%|▊         | 2820/33666 [01:44<19:00, 27.06it/s, loss=2.82, v_num=0]
    Epoch 4:   8%|▊         | 2821/33666 [01:44<18:59, 27.06it/s, loss=2.82, v_num=0]
    Epoch 4:   8%|▊         | 2821/33666 [01:44<18:59, 27.06it/s, loss=2.86, v_num=0]
    Epoch 4:   8%|▊         | 2822/33666 [01:44<18:59, 27.06it/s, loss=2.86, v_num=0]
    Epoch 4:   8%|▊         | 2822/33666 [01:44<18:59, 27.06it/s, loss=2.78, v_num=0]
    Epoch 4:   8%|▊         | 2823/33666 [01:44<18:59, 27.06it/s, loss=2.78, v_num=0]
    Epoch 4:   8%|▊         | 2823/33666 [01:44<18:59, 27.06it/s, loss=2.76, v_num=0]
    Epoch 4:   8%|▊         | 2824/33666 [01:44<18:59, 27.06it/s, loss=2.76, v_num=0]
    Epoch 4:   8%|▊         | 2824/33666 [01:44<18:59, 27.06it/s, loss=2.88, v_num=0]
    Epoch 4:   8%|▊         | 2825/33666 [01:44<18:59, 27.06it/s, loss=2.88, v_num=0]
    Epoch 4:   8%|▊         | 2825/33666 [01:44<18:59, 27.06it/s, loss=2.92, v_num=0]
    Epoch 4:   8%|▊         | 2826/33666 [01:44<18:59, 27.06it/s, loss=2.92, v_num=0]
    Epoch 4:   8%|▊         | 2826/33666 [01:44<18:59, 27.06it/s, loss=2.91, v_num=0]
    Epoch 4:   8%|▊         | 2827/33666 [01:44<18:59, 27.06it/s, loss=2.91, v_num=0]
    Epoch 4:   8%|▊         | 2827/33666 [01:44<18:59, 27.06it/s, loss=2.87, v_num=0]
    Epoch 4:   8%|▊         | 2828/33666 [01:44<18:59, 27.06it/s, loss=2.87, v_num=0]
    Epoch 4:   8%|▊         | 2828/33666 [01:44<18:59, 27.06it/s, loss=2.84, v_num=0]
    Epoch 4:   8%|▊         | 2829/33666 [01:44<18:59, 27.06it/s, loss=2.84, v_num=0]
    Epoch 4:   8%|▊         | 2829/33666 [01:44<18:59, 27.06it/s, loss=2.98, v_num=0]
    Epoch 4:   8%|▊         | 2830/33666 [01:44<18:59, 27.06it/s, loss=2.98, v_num=0]
    Epoch 4:   8%|▊         | 2830/33666 [01:44<18:59, 27.06it/s, loss=3.02, v_num=0]
    Epoch 4:   8%|▊         | 2831/33666 [01:44<18:59, 27.06it/s, loss=3.02, v_num=0]
    Epoch 4:   8%|▊         | 2831/33666 [01:44<18:59, 27.06it/s, loss=3.03, v_num=0]
    Epoch 4:   8%|▊         | 2832/33666 [01:44<18:59, 27.06it/s, loss=3.03, v_num=0]
    Epoch 4:   8%|▊         | 2832/33666 [01:44<18:59, 27.06it/s, loss=3.09, v_num=0]
    Epoch 4:   8%|▊         | 2833/33666 [01:44<18:59, 27.06it/s, loss=3.09, v_num=0]
    Epoch 4:   8%|▊         | 2833/33666 [01:44<18:59, 27.06it/s, loss=3.01, v_num=0]
    Epoch 4:   8%|▊         | 2834/33666 [01:44<18:59, 27.06it/s, loss=3.01, v_num=0]
    Epoch 4:   8%|▊         | 2834/33666 [01:44<18:59, 27.06it/s, loss=3.07, v_num=0]
    Epoch 4:   8%|▊         | 2835/33666 [01:44<18:59, 27.06it/s, loss=3.07, v_num=0]
    Epoch 4:   8%|▊         | 2835/33666 [01:44<18:59, 27.06it/s, loss=3.05, v_num=0]
    Epoch 4:   8%|▊         | 2836/33666 [01:44<18:59, 27.06it/s, loss=3.05, v_num=0]
    Epoch 4:   8%|▊         | 2836/33666 [01:44<18:59, 27.06it/s, loss=3.05, v_num=0]
    Epoch 4:   8%|▊         | 2837/33666 [01:44<18:59, 27.06it/s, loss=3.05, v_num=0]
    Epoch 4:   8%|▊         | 2837/33666 [01:44<18:59, 27.06it/s, loss=3.12, v_num=0]
    Epoch 4:   8%|▊         | 2838/33666 [01:44<18:59, 27.06it/s, loss=3.12, v_num=0]
    Epoch 4:   8%|▊         | 2838/33666 [01:44<18:59, 27.06it/s, loss=3.29, v_num=0]
    Epoch 4:   8%|▊         | 2839/33666 [01:44<18:59, 27.06it/s, loss=3.29, v_num=0]
    Epoch 4:   8%|▊         | 2839/33666 [01:44<18:59, 27.06it/s, loss=3.3, v_num=0] 
    Epoch 4:   8%|▊         | 2840/33666 [01:44<18:59, 27.05it/s, loss=3.3, v_num=0]
    Epoch 4:   8%|▊         | 2840/33666 [01:44<18:59, 27.05it/s, loss=3.23, v_num=0]
    Epoch 4:   8%|▊         | 2841/33666 [01:45<18:59, 27.06it/s, loss=3.23, v_num=0]
    Epoch 4:   8%|▊         | 2841/33666 [01:45<18:59, 27.05it/s, loss=3.2, v_num=0] 
    Epoch 4:   8%|▊         | 2842/33666 [01:45<18:59, 27.05it/s, loss=3.2, v_num=0]
    Epoch 4:   8%|▊         | 2842/33666 [01:45<18:59, 27.05it/s, loss=3.3, v_num=0]
    Epoch 4:   8%|▊         | 2843/33666 [01:45<18:59, 27.05it/s, loss=3.3, v_num=0]
    Epoch 4:   8%|▊         | 2843/33666 [01:45<18:59, 27.05it/s, loss=3.3, v_num=0]
    Epoch 4:   8%|▊         | 2844/33666 [01:45<18:59, 27.05it/s, loss=3.3, v_num=0]
    Epoch 4:   8%|▊         | 2844/33666 [01:45<18:59, 27.05it/s, loss=3.28, v_num=0]
    Epoch 4:   8%|▊         | 2845/33666 [01:45<18:59, 27.05it/s, loss=3.28, v_num=0]
    Epoch 4:   8%|▊         | 2845/33666 [01:45<18:59, 27.05it/s, loss=3.17, v_num=0]
    Epoch 4:   8%|▊         | 2846/33666 [01:45<18:59, 27.05it/s, loss=3.17, v_num=0]
    Epoch 4:   8%|▊         | 2846/33666 [01:45<18:59, 27.05it/s, loss=3.18, v_num=0]
    Epoch 4:   8%|▊         | 2847/33666 [01:45<18:59, 27.05it/s, loss=3.18, v_num=0]
    Epoch 4:   8%|▊         | 2847/33666 [01:45<18:59, 27.05it/s, loss=3.21, v_num=0]
    Epoch 4:   8%|▊         | 2848/33666 [01:45<18:59, 27.05it/s, loss=3.21, v_num=0]
    Epoch 4:   8%|▊         | 2848/33666 [01:45<18:59, 27.05it/s, loss=3.26, v_num=0]
    Epoch 4:   8%|▊         | 2849/33666 [01:45<18:59, 27.05it/s, loss=3.26, v_num=0]
    Epoch 4:   8%|▊         | 2849/33666 [01:45<18:59, 27.05it/s, loss=3.21, v_num=0]
    Epoch 4:   8%|▊         | 2850/33666 [01:45<18:59, 27.05it/s, loss=3.21, v_num=0]
    Epoch 4:   8%|▊         | 2850/33666 [01:45<18:59, 27.05it/s, loss=3.23, v_num=0]
    Epoch 4:   8%|▊         | 2851/33666 [01:45<18:58, 27.05it/s, loss=3.23, v_num=0]
    Epoch 4:   8%|▊         | 2851/33666 [01:45<18:58, 27.05it/s, loss=3.21, v_num=0]
    Epoch 4:   8%|▊         | 2852/33666 [01:45<18:58, 27.05it/s, loss=3.21, v_num=0]
    Epoch 4:   8%|▊         | 2852/33666 [01:45<18:58, 27.05it/s, loss=3.1, v_num=0] 
    Epoch 4:   8%|▊         | 2853/33666 [01:45<18:58, 27.06it/s, loss=3.1, v_num=0]
    Epoch 4:   8%|▊         | 2853/33666 [01:45<18:58, 27.06it/s, loss=3.12, v_num=0]
    Epoch 4:   8%|▊         | 2854/33666 [01:45<18:58, 27.06it/s, loss=3.12, v_num=0]
    Epoch 4:   8%|▊         | 2854/33666 [01:45<18:58, 27.06it/s, loss=2.98, v_num=0]
    Epoch 4:   8%|▊         | 2855/33666 [01:45<18:58, 27.06it/s, loss=2.98, v_num=0]
    Epoch 4:   8%|▊         | 2855/33666 [01:45<18:58, 27.06it/s, loss=3.06, v_num=0]
    Epoch 4:   8%|▊         | 2856/33666 [01:45<18:58, 27.06it/s, loss=3.06, v_num=0]
    Epoch 4:   8%|▊         | 2856/33666 [01:45<18:58, 27.06it/s, loss=3.07, v_num=0]
    Epoch 4:   8%|▊         | 2857/33666 [01:45<18:58, 27.06it/s, loss=3.07, v_num=0]
    Epoch 4:   8%|▊         | 2857/33666 [01:45<18:58, 27.06it/s, loss=3.07, v_num=0]
    Epoch 4:   8%|▊         | 2858/33666 [01:45<18:58, 27.06it/s, loss=3.07, v_num=0]
    Epoch 4:   8%|▊         | 2858/33666 [01:45<18:58, 27.06it/s, loss=3.02, v_num=0]
    Epoch 4:   8%|▊         | 2859/33666 [01:45<18:58, 27.06it/s, loss=3.02, v_num=0]
    Epoch 4:   8%|▊         | 2859/33666 [01:45<18:58, 27.06it/s, loss=3.06, v_num=0]
    Epoch 4:   8%|▊         | 2860/33666 [01:45<18:58, 27.06it/s, loss=3.06, v_num=0]
    Epoch 4:   8%|▊         | 2860/33666 [01:45<18:58, 27.06it/s, loss=3.09, v_num=0]
    Epoch 4:   8%|▊         | 2861/33666 [01:45<18:58, 27.06it/s, loss=3.09, v_num=0]
    Epoch 4:   8%|▊         | 2861/33666 [01:45<18:58, 27.06it/s, loss=3.04, v_num=0]
    Epoch 4:   9%|▊         | 2862/33666 [01:45<18:58, 27.05it/s, loss=3.04, v_num=0]
    Epoch 4:   9%|▊         | 2862/33666 [01:45<18:58, 27.05it/s, loss=3.02, v_num=0]
    Epoch 4:   9%|▊         | 2863/33666 [01:45<18:58, 27.05it/s, loss=3.02, v_num=0]
    Epoch 4:   9%|▊         | 2863/33666 [01:45<18:58, 27.05it/s, loss=3.1, v_num=0] 
    Epoch 4:   9%|▊         | 2864/33666 [01:45<18:58, 27.05it/s, loss=3.1, v_num=0]
    Epoch 4:   9%|▊         | 2864/33666 [01:45<18:58, 27.05it/s, loss=3.09, v_num=0]
    Epoch 4:   9%|▊         | 2865/33666 [01:45<18:58, 27.05it/s, loss=3.09, v_num=0]
    Epoch 4:   9%|▊         | 2865/33666 [01:45<18:58, 27.05it/s, loss=3.06, v_num=0]
    Epoch 4:   9%|▊         | 2866/33666 [01:45<18:58, 27.05it/s, loss=3.06, v_num=0]
    Epoch 4:   9%|▊         | 2866/33666 [01:45<18:58, 27.05it/s, loss=3.06, v_num=0]
    Epoch 4:   9%|▊         | 2867/33666 [01:45<18:58, 27.05it/s, loss=3.06, v_num=0]
    Epoch 4:   9%|▊         | 2867/33666 [01:45<18:58, 27.05it/s, loss=3.05, v_num=0]
    Epoch 4:   9%|▊         | 2868/33666 [01:46<18:58, 27.05it/s, loss=3.05, v_num=0]
    Epoch 4:   9%|▊         | 2868/33666 [01:46<18:58, 27.05it/s, loss=3.05, v_num=0]
    Epoch 4:   9%|▊         | 2869/33666 [01:46<18:58, 27.05it/s, loss=3.05, v_num=0]
    Epoch 4:   9%|▊         | 2869/33666 [01:46<18:58, 27.05it/s, loss=2.97, v_num=0]
    Epoch 4:   9%|▊         | 2870/33666 [01:46<18:58, 27.05it/s, loss=2.97, v_num=0]
    Epoch 4:   9%|▊         | 2870/33666 [01:46<18:58, 27.05it/s, loss=3, v_num=0]   
    Epoch 4:   9%|▊         | 2871/33666 [01:46<18:58, 27.05it/s, loss=3, v_num=0]
    Epoch 4:   9%|▊         | 2871/33666 [01:46<18:58, 27.05it/s, loss=2.99, v_num=0]
    Epoch 4:   9%|▊         | 2872/33666 [01:46<18:58, 27.05it/s, loss=2.99, v_num=0]
    Epoch 4:   9%|▊         | 2872/33666 [01:46<18:58, 27.05it/s, loss=3.13, v_num=0]
    Epoch 4:   9%|▊         | 2873/33666 [01:46<18:58, 27.05it/s, loss=3.13, v_num=0]
    Epoch 4:   9%|▊         | 2873/33666 [01:46<18:58, 27.05it/s, loss=3.15, v_num=0]
    Epoch 4:   9%|▊         | 2874/33666 [01:46<18:58, 27.05it/s, loss=3.15, v_num=0]
    Epoch 4:   9%|▊         | 2874/33666 [01:46<18:58, 27.05it/s, loss=3.17, v_num=0]
    Epoch 4:   9%|▊         | 2875/33666 [01:46<18:58, 27.05it/s, loss=3.17, v_num=0]
    Epoch 4:   9%|▊         | 2875/33666 [01:46<18:58, 27.05it/s, loss=3.24, v_num=0]
    Epoch 4:   9%|▊         | 2876/33666 [01:46<18:58, 27.05it/s, loss=3.24, v_num=0]
    Epoch 4:   9%|▊         | 2876/33666 [01:46<18:58, 27.05it/s, loss=3.25, v_num=0]
    Epoch 4:   9%|▊         | 2877/33666 [01:46<18:58, 27.05it/s, loss=3.25, v_num=0]
    Epoch 4:   9%|▊         | 2877/33666 [01:46<18:58, 27.05it/s, loss=3.22, v_num=0]
    Epoch 4:   9%|▊         | 2878/33666 [01:46<18:58, 27.05it/s, loss=3.22, v_num=0]
    Epoch 4:   9%|▊         | 2878/33666 [01:46<18:58, 27.05it/s, loss=3.25, v_num=0]
    Epoch 4:   9%|▊         | 2879/33666 [01:46<18:58, 27.05it/s, loss=3.25, v_num=0]
    Epoch 4:   9%|▊         | 2879/33666 [01:46<18:58, 27.05it/s, loss=3.14, v_num=0]
    Epoch 4:   9%|▊         | 2880/33666 [01:46<18:58, 27.05it/s, loss=3.14, v_num=0]
    Epoch 4:   9%|▊         | 2880/33666 [01:46<18:58, 27.05it/s, loss=3.12, v_num=0]
    Epoch 4:   9%|▊         | 2881/33666 [01:46<18:58, 27.05it/s, loss=3.12, v_num=0]
    Epoch 4:   9%|▊         | 2881/33666 [01:46<18:58, 27.05it/s, loss=3.17, v_num=0]
    Epoch 4:   9%|▊         | 2882/33666 [01:46<18:57, 27.05it/s, loss=3.17, v_num=0]
    Epoch 4:   9%|▊         | 2882/33666 [01:46<18:57, 27.05it/s, loss=3.17, v_num=0]
    Epoch 4:   9%|▊         | 2883/33666 [01:46<18:57, 27.05it/s, loss=3.17, v_num=0]
    Epoch 4:   9%|▊         | 2883/33666 [01:46<18:57, 27.05it/s, loss=3.09, v_num=0]
    Epoch 4:   9%|▊         | 2884/33666 [01:46<18:57, 27.05it/s, loss=3.09, v_num=0]
    Epoch 4:   9%|▊         | 2884/33666 [01:46<18:57, 27.05it/s, loss=3.1, v_num=0] 
    Epoch 4:   9%|▊         | 2885/33666 [01:46<18:57, 27.05it/s, loss=3.1, v_num=0]
    Epoch 4:   9%|▊         | 2885/33666 [01:46<18:57, 27.05it/s, loss=3.08, v_num=0]
    Epoch 4:   9%|▊         | 2886/33666 [01:46<18:57, 27.05it/s, loss=3.08, v_num=0]
    Epoch 4:   9%|▊         | 2886/33666 [01:46<18:57, 27.05it/s, loss=3.16, v_num=0]
    Epoch 4:   9%|▊         | 2887/33666 [01:46<18:57, 27.05it/s, loss=3.16, v_num=0]
    Epoch 4:   9%|▊         | 2887/33666 [01:46<18:57, 27.05it/s, loss=3.14, v_num=0]
    Epoch 4:   9%|▊         | 2888/33666 [01:46<18:57, 27.05it/s, loss=3.14, v_num=0]
    Epoch 4:   9%|▊         | 2888/33666 [01:46<18:57, 27.05it/s, loss=3.14, v_num=0]
    Epoch 4:   9%|▊         | 2889/33666 [01:46<18:57, 27.05it/s, loss=3.14, v_num=0]
    Epoch 4:   9%|▊         | 2889/33666 [01:46<18:57, 27.05it/s, loss=3.15, v_num=0]
    Epoch 4:   9%|▊         | 2890/33666 [01:46<18:57, 27.05it/s, loss=3.15, v_num=0]
    Epoch 4:   9%|▊         | 2890/33666 [01:46<18:57, 27.05it/s, loss=3.19, v_num=0]
    Epoch 4:   9%|▊         | 2891/33666 [01:46<18:57, 27.05it/s, loss=3.19, v_num=0]
    Epoch 4:   9%|▊         | 2891/33666 [01:46<18:57, 27.05it/s, loss=3.16, v_num=0]
    Epoch 4:   9%|▊         | 2892/33666 [01:46<18:57, 27.05it/s, loss=3.16, v_num=0]
    Epoch 4:   9%|▊         | 2892/33666 [01:46<18:57, 27.05it/s, loss=3.14, v_num=0]
    Epoch 4:   9%|▊         | 2893/33666 [01:46<18:57, 27.05it/s, loss=3.14, v_num=0]
    Epoch 4:   9%|▊         | 2893/33666 [01:46<18:57, 27.05it/s, loss=3.1, v_num=0] 
    Epoch 4:   9%|▊         | 2894/33666 [01:46<18:57, 27.05it/s, loss=3.1, v_num=0]
    Epoch 4:   9%|▊         | 2894/33666 [01:46<18:57, 27.05it/s, loss=3.22, v_num=0]
    Epoch 4:   9%|▊         | 2895/33666 [01:47<18:57, 27.05it/s, loss=3.22, v_num=0]
    Epoch 4:   9%|▊         | 2895/33666 [01:47<18:57, 27.05it/s, loss=3.09, v_num=0]
    Epoch 4:   9%|▊         | 2896/33666 [01:47<18:57, 27.05it/s, loss=3.09, v_num=0]
    Epoch 4:   9%|▊         | 2896/33666 [01:47<18:57, 27.05it/s, loss=3.12, v_num=0]
    Epoch 4:   9%|▊         | 2897/33666 [01:47<18:57, 27.05it/s, loss=3.12, v_num=0]
    Epoch 4:   9%|▊         | 2897/33666 [01:47<18:57, 27.05it/s, loss=3.13, v_num=0]
    Epoch 4:   9%|▊         | 2898/33666 [01:47<18:57, 27.05it/s, loss=3.13, v_num=0]
    Epoch 4:   9%|▊         | 2898/33666 [01:47<18:57, 27.05it/s, loss=3.04, v_num=0]
    Epoch 4:   9%|▊         | 2899/33666 [01:47<18:57, 27.05it/s, loss=3.04, v_num=0]
    Epoch 4:   9%|▊         | 2899/33666 [01:47<18:57, 27.05it/s, loss=3.08, v_num=0]
    Epoch 4:   9%|▊         | 2900/33666 [01:47<18:57, 27.05it/s, loss=3.08, v_num=0]
    Epoch 4:   9%|▊         | 2900/33666 [01:47<18:57, 27.05it/s, loss=3.15, v_num=0]
    Epoch 4:   9%|▊         | 2901/33666 [01:47<18:57, 27.05it/s, loss=3.15, v_num=0]
    Epoch 4:   9%|▊         | 2901/33666 [01:47<18:57, 27.05it/s, loss=3.26, v_num=0]
    Epoch 4:   9%|▊         | 2902/33666 [01:47<18:57, 27.05it/s, loss=3.26, v_num=0]
    Epoch 4:   9%|▊         | 2902/33666 [01:47<18:57, 27.05it/s, loss=3.24, v_num=0]
    Epoch 4:   9%|▊         | 2903/33666 [01:47<18:57, 27.05it/s, loss=3.24, v_num=0]
    Epoch 4:   9%|▊         | 2903/33666 [01:47<18:57, 27.05it/s, loss=3.18, v_num=0]
    Epoch 4:   9%|▊         | 2904/33666 [01:47<18:57, 27.06it/s, loss=3.18, v_num=0]
    Epoch 4:   9%|▊         | 2904/33666 [01:47<18:57, 27.05it/s, loss=3.19, v_num=0]
    Epoch 4:   9%|▊         | 2905/33666 [01:47<18:56, 27.06it/s, loss=3.19, v_num=0]
    Epoch 4:   9%|▊         | 2905/33666 [01:47<18:56, 27.06it/s, loss=3.25, v_num=0]
    Epoch 4:   9%|▊         | 2906/33666 [01:47<18:56, 27.06it/s, loss=3.25, v_num=0]
    Epoch 4:   9%|▊         | 2906/33666 [01:47<18:56, 27.06it/s, loss=3.13, v_num=0]
    Epoch 4:   9%|▊         | 2907/33666 [01:47<18:56, 27.06it/s, loss=3.13, v_num=0]
    Epoch 4:   9%|▊         | 2907/33666 [01:47<18:56, 27.06it/s, loss=3.19, v_num=0]
    Epoch 4:   9%|▊         | 2908/33666 [01:47<18:56, 27.06it/s, loss=3.19, v_num=0]
    Epoch 4:   9%|▊         | 2908/33666 [01:47<18:56, 27.06it/s, loss=3.17, v_num=0]
    Epoch 4:   9%|▊         | 2909/33666 [01:47<18:56, 27.05it/s, loss=3.17, v_num=0]
    Epoch 4:   9%|▊         | 2909/33666 [01:47<18:56, 27.05it/s, loss=3.22, v_num=0]
    Epoch 4:   9%|▊         | 2910/33666 [01:47<18:56, 27.05it/s, loss=3.22, v_num=0]
    Epoch 4:   9%|▊         | 2910/33666 [01:47<18:56, 27.05it/s, loss=3.21, v_num=0]
    Epoch 4:   9%|▊         | 2911/33666 [01:47<18:56, 27.05it/s, loss=3.21, v_num=0]
    Epoch 4:   9%|▊         | 2911/33666 [01:47<18:56, 27.05it/s, loss=3.32, v_num=0]
    Epoch 4:   9%|▊         | 2912/33666 [01:47<18:56, 27.05it/s, loss=3.32, v_num=0]
    Epoch 4:   9%|▊         | 2912/33666 [01:47<18:56, 27.05it/s, loss=3.27, v_num=0]
    Epoch 4:   9%|▊         | 2913/33666 [01:47<18:56, 27.05it/s, loss=3.27, v_num=0]
    Epoch 4:   9%|▊         | 2913/33666 [01:47<18:56, 27.05it/s, loss=3.24, v_num=0]
    Epoch 4:   9%|▊         | 2914/33666 [01:47<18:56, 27.05it/s, loss=3.24, v_num=0]
    Epoch 4:   9%|▊         | 2914/33666 [01:47<18:56, 27.05it/s, loss=3.19, v_num=0]
    Epoch 4:   9%|▊         | 2915/33666 [01:47<18:56, 27.05it/s, loss=3.19, v_num=0]
    Epoch 4:   9%|▊         | 2915/33666 [01:47<18:56, 27.05it/s, loss=3.27, v_num=0]
    Epoch 4:   9%|▊         | 2916/33666 [01:47<18:56, 27.05it/s, loss=3.27, v_num=0]
    Epoch 4:   9%|▊         | 2916/33666 [01:47<18:56, 27.05it/s, loss=3.18, v_num=0]
    Epoch 4:   9%|▊         | 2917/33666 [01:47<18:56, 27.05it/s, loss=3.18, v_num=0]
    Epoch 4:   9%|▊         | 2917/33666 [01:47<18:56, 27.05it/s, loss=3.27, v_num=0]
    Epoch 4:   9%|▊         | 2918/33666 [01:47<18:56, 27.05it/s, loss=3.27, v_num=0]
    Epoch 4:   9%|▊         | 2918/33666 [01:47<18:56, 27.05it/s, loss=3.28, v_num=0]
    Epoch 4:   9%|▊         | 2919/33666 [01:47<18:56, 27.05it/s, loss=3.28, v_num=0]
    Epoch 4:   9%|▊         | 2919/33666 [01:47<18:56, 27.05it/s, loss=3.28, v_num=0]
    Epoch 4:   9%|▊         | 2920/33666 [01:47<18:56, 27.05it/s, loss=3.28, v_num=0]
    Epoch 4:   9%|▊         | 2920/33666 [01:47<18:56, 27.05it/s, loss=3.29, v_num=0]
    Epoch 4:   9%|▊         | 2921/33666 [01:47<18:56, 27.05it/s, loss=3.29, v_num=0]
    Epoch 4:   9%|▊         | 2921/33666 [01:47<18:56, 27.05it/s, loss=3.17, v_num=0]
    Epoch 4:   9%|▊         | 2922/33666 [01:48<18:56, 27.05it/s, loss=3.17, v_num=0]
    Epoch 4:   9%|▊         | 2922/33666 [01:48<18:56, 27.05it/s, loss=3.15, v_num=0]
    Epoch 4:   9%|▊         | 2923/33666 [01:48<18:56, 27.05it/s, loss=3.15, v_num=0]
    Epoch 4:   9%|▊         | 2923/33666 [01:48<18:56, 27.05it/s, loss=3.23, v_num=0]
    Epoch 4:   9%|▊         | 2924/33666 [01:48<18:56, 27.05it/s, loss=3.23, v_num=0]
    Epoch 4:   9%|▊         | 2924/33666 [01:48<18:56, 27.05it/s, loss=3.19, v_num=0]
    Epoch 4:   9%|▊         | 2925/33666 [01:48<18:56, 27.05it/s, loss=3.19, v_num=0]
    Epoch 4:   9%|▊         | 2925/33666 [01:48<18:56, 27.05it/s, loss=3.16, v_num=0]
    Epoch 4:   9%|▊         | 2926/33666 [01:48<18:56, 27.05it/s, loss=3.16, v_num=0]
    Epoch 4:   9%|▊         | 2926/33666 [01:48<18:56, 27.05it/s, loss=3.23, v_num=0]
    Epoch 4:   9%|▊         | 2927/33666 [01:48<18:56, 27.05it/s, loss=3.23, v_num=0]
    Epoch 4:   9%|▊         | 2927/33666 [01:48<18:56, 27.05it/s, loss=3.18, v_num=0]
    Epoch 4:   9%|▊         | 2928/33666 [01:48<18:56, 27.05it/s, loss=3.18, v_num=0]
    Epoch 4:   9%|▊         | 2928/33666 [01:48<18:56, 27.05it/s, loss=3.19, v_num=0]
    Epoch 4:   9%|▊         | 2929/33666 [01:48<18:56, 27.05it/s, loss=3.19, v_num=0]
    Epoch 4:   9%|▊         | 2929/33666 [01:48<18:56, 27.05it/s, loss=3.13, v_num=0]
    Epoch 4:   9%|▊         | 2930/33666 [01:48<18:56, 27.05it/s, loss=3.13, v_num=0]
    Epoch 4:   9%|▊         | 2930/33666 [01:48<18:56, 27.05it/s, loss=3.1, v_num=0] 
    Epoch 4:   9%|▊         | 2931/33666 [01:48<18:56, 27.05it/s, loss=3.1, v_num=0]
    Epoch 4:   9%|▊         | 2931/33666 [01:48<18:56, 27.05it/s, loss=3.1, v_num=0]
    Epoch 4:   9%|▊         | 2932/33666 [01:48<18:56, 27.05it/s, loss=3.1, v_num=0]
    Epoch 4:   9%|▊         | 2932/33666 [01:48<18:56, 27.05it/s, loss=3.12, v_num=0]
    Epoch 4:   9%|▊         | 2933/33666 [01:48<18:56, 27.05it/s, loss=3.12, v_num=0]
    Epoch 4:   9%|▊         | 2933/33666 [01:48<18:56, 27.05it/s, loss=3.22, v_num=0]
    Epoch 4:   9%|▊         | 2934/33666 [01:48<18:56, 27.05it/s, loss=3.22, v_num=0]
    Epoch 4:   9%|▊         | 2934/33666 [01:48<18:56, 27.05it/s, loss=3.25, v_num=0]
    Epoch 4:   9%|▊         | 2935/33666 [01:48<18:56, 27.05it/s, loss=3.25, v_num=0]
    Epoch 4:   9%|▊         | 2935/33666 [01:48<18:56, 27.05it/s, loss=3.22, v_num=0]
    Epoch 4:   9%|▊         | 2936/33666 [01:48<18:56, 27.05it/s, loss=3.22, v_num=0]
    Epoch 4:   9%|▊         | 2936/33666 [01:48<18:56, 27.05it/s, loss=3.27, v_num=0]
    Epoch 4:   9%|▊         | 2937/33666 [01:48<18:56, 27.05it/s, loss=3.27, v_num=0]
    Epoch 4:   9%|▊         | 2937/33666 [01:48<18:56, 27.05it/s, loss=3.14, v_num=0]
    Epoch 4:   9%|▊         | 2938/33666 [01:48<18:56, 27.05it/s, loss=3.14, v_num=0]
    Epoch 4:   9%|▊         | 2938/33666 [01:48<18:56, 27.05it/s, loss=3.2, v_num=0] 
    Epoch 4:   9%|▊         | 2939/33666 [01:48<18:55, 27.05it/s, loss=3.2, v_num=0]
    Epoch 4:   9%|▊         | 2939/33666 [01:48<18:55, 27.05it/s, loss=3.2, v_num=0]
    Epoch 4:   9%|▊         | 2940/33666 [01:48<18:55, 27.05it/s, loss=3.2, v_num=0]
    Epoch 4:   9%|▊         | 2940/33666 [01:48<18:55, 27.05it/s, loss=3.14, v_num=0]
    Epoch 4:   9%|▊         | 2941/33666 [01:48<18:55, 27.05it/s, loss=3.14, v_num=0]
    Epoch 4:   9%|▊         | 2941/33666 [01:48<18:55, 27.05it/s, loss=3.12, v_num=0]
    Epoch 4:   9%|▊         | 2942/33666 [01:48<18:55, 27.05it/s, loss=3.12, v_num=0]
    Epoch 4:   9%|▊         | 2942/33666 [01:48<18:55, 27.05it/s, loss=3.23, v_num=0]
    Epoch 4:   9%|▊         | 2943/33666 [01:48<18:55, 27.05it/s, loss=3.23, v_num=0]
    Epoch 4:   9%|▊         | 2943/33666 [01:48<18:55, 27.05it/s, loss=3.21, v_num=0]
    Epoch 4:   9%|▊         | 2944/33666 [01:48<18:55, 27.05it/s, loss=3.21, v_num=0]
    Epoch 4:   9%|▊         | 2944/33666 [01:48<18:55, 27.05it/s, loss=3.24, v_num=0]
    Epoch 4:   9%|▊         | 2945/33666 [01:48<18:55, 27.05it/s, loss=3.24, v_num=0]
    Epoch 4:   9%|▊         | 2945/33666 [01:48<18:55, 27.05it/s, loss=3.2, v_num=0] 
    Epoch 4:   9%|▉         | 2946/33666 [01:48<18:55, 27.05it/s, loss=3.2, v_num=0]
    Epoch 4:   9%|▉         | 2946/33666 [01:48<18:55, 27.05it/s, loss=3.15, v_num=0]
    Epoch 4:   9%|▉         | 2947/33666 [01:48<18:55, 27.05it/s, loss=3.15, v_num=0]
    Epoch 4:   9%|▉         | 2947/33666 [01:48<18:55, 27.05it/s, loss=3.12, v_num=0]
    Epoch 4:   9%|▉         | 2948/33666 [01:48<18:55, 27.05it/s, loss=3.12, v_num=0]
    Epoch 4:   9%|▉         | 2948/33666 [01:48<18:55, 27.05it/s, loss=3.08, v_num=0]
    Epoch 4:   9%|▉         | 2949/33666 [01:49<18:55, 27.05it/s, loss=3.08, v_num=0]
    Epoch 4:   9%|▉         | 2949/33666 [01:49<18:55, 27.05it/s, loss=3.11, v_num=0]
    Epoch 4:   9%|▉         | 2950/33666 [01:49<18:55, 27.05it/s, loss=3.11, v_num=0]
    Epoch 4:   9%|▉         | 2950/33666 [01:49<18:55, 27.05it/s, loss=3.05, v_num=0]
    Epoch 4:   9%|▉         | 2951/33666 [01:49<18:55, 27.05it/s, loss=3.05, v_num=0]
    Epoch 4:   9%|▉         | 2951/33666 [01:49<18:55, 27.05it/s, loss=2.98, v_num=0]
    Epoch 4:   9%|▉         | 2952/33666 [01:49<18:55, 27.05it/s, loss=2.98, v_num=0]
    Epoch 4:   9%|▉         | 2952/33666 [01:49<18:55, 27.05it/s, loss=2.92, v_num=0]
    Epoch 4:   9%|▉         | 2953/33666 [01:49<18:55, 27.05it/s, loss=2.92, v_num=0]
    Epoch 4:   9%|▉         | 2953/33666 [01:49<18:55, 27.05it/s, loss=2.89, v_num=0]
    Epoch 4:   9%|▉         | 2954/33666 [01:49<18:55, 27.05it/s, loss=2.89, v_num=0]
    Epoch 4:   9%|▉         | 2954/33666 [01:49<18:55, 27.05it/s, loss=2.82, v_num=0]
    Epoch 4:   9%|▉         | 2955/33666 [01:49<18:55, 27.05it/s, loss=2.82, v_num=0]
    Epoch 4:   9%|▉         | 2955/33666 [01:49<18:55, 27.05it/s, loss=2.8, v_num=0] 
    Epoch 4:   9%|▉         | 2956/33666 [01:49<18:55, 27.05it/s, loss=2.8, v_num=0]
    Epoch 4:   9%|▉         | 2956/33666 [01:49<18:55, 27.05it/s, loss=2.84, v_num=0]
    Epoch 4:   9%|▉         | 2957/33666 [01:49<18:55, 27.05it/s, loss=2.84, v_num=0]
    Epoch 4:   9%|▉         | 2957/33666 [01:49<18:55, 27.05it/s, loss=2.9, v_num=0] 
    Epoch 4:   9%|▉         | 2958/33666 [01:49<18:55, 27.05it/s, loss=2.9, v_num=0]
    Epoch 4:   9%|▉         | 2958/33666 [01:49<18:55, 27.05it/s, loss=2.89, v_num=0]
    Epoch 4:   9%|▉         | 2959/33666 [01:49<18:55, 27.05it/s, loss=2.89, v_num=0]
    Epoch 4:   9%|▉         | 2959/33666 [01:49<18:55, 27.05it/s, loss=2.93, v_num=0]
    Epoch 4:   9%|▉         | 2960/33666 [01:49<18:55, 27.05it/s, loss=2.93, v_num=0]
    Epoch 4:   9%|▉         | 2960/33666 [01:49<18:55, 27.05it/s, loss=2.89, v_num=0]
    Epoch 4:   9%|▉         | 2961/33666 [01:49<18:55, 27.05it/s, loss=2.89, v_num=0]
    Epoch 4:   9%|▉         | 2961/33666 [01:49<18:55, 27.05it/s, loss=2.94, v_num=0]
    Epoch 4:   9%|▉         | 2962/33666 [01:49<18:55, 27.05it/s, loss=2.94, v_num=0]
    Epoch 4:   9%|▉         | 2962/33666 [01:49<18:55, 27.05it/s, loss=2.76, v_num=0]
    Epoch 4:   9%|▉         | 2963/33666 [01:49<18:55, 27.05it/s, loss=2.76, v_num=0]
    Epoch 4:   9%|▉         | 2963/33666 [01:49<18:55, 27.05it/s, loss=2.72, v_num=0]
    Epoch 4:   9%|▉         | 2964/33666 [01:49<18:55, 27.05it/s, loss=2.72, v_num=0]
    Epoch 4:   9%|▉         | 2964/33666 [01:49<18:55, 27.05it/s, loss=2.7, v_num=0] 
    Epoch 4:   9%|▉         | 2965/33666 [01:49<18:55, 27.05it/s, loss=2.7, v_num=0]
    Epoch 4:   9%|▉         | 2965/33666 [01:49<18:55, 27.05it/s, loss=2.73, v_num=0]
    Epoch 4:   9%|▉         | 2966/33666 [01:49<18:55, 27.05it/s, loss=2.73, v_num=0]
    Epoch 4:   9%|▉         | 2966/33666 [01:49<18:55, 27.05it/s, loss=2.8, v_num=0] 
    Epoch 4:   9%|▉         | 2967/33666 [01:49<18:55, 27.05it/s, loss=2.8, v_num=0]
    Epoch 4:   9%|▉         | 2967/33666 [01:49<18:55, 27.05it/s, loss=2.89, v_num=0]
    Epoch 4:   9%|▉         | 2968/33666 [01:49<18:55, 27.05it/s, loss=2.89, v_num=0]
    Epoch 4:   9%|▉         | 2968/33666 [01:49<18:55, 27.05it/s, loss=2.92, v_num=0]
    Epoch 4:   9%|▉         | 2969/33666 [01:49<18:55, 27.04it/s, loss=2.92, v_num=0]
    Epoch 4:   9%|▉         | 2969/33666 [01:49<18:55, 27.04it/s, loss=2.97, v_num=0]
    Epoch 4:   9%|▉         | 2970/33666 [01:49<18:55, 27.04it/s, loss=2.97, v_num=0]
    Epoch 4:   9%|▉         | 2970/33666 [01:49<18:55, 27.04it/s, loss=3.01, v_num=0]
    Epoch 4:   9%|▉         | 2971/33666 [01:49<18:55, 27.04it/s, loss=3.01, v_num=0]
    Epoch 4:   9%|▉         | 2971/33666 [01:49<18:55, 27.04it/s, loss=3.03, v_num=0]
    Epoch 4:   9%|▉         | 2972/33666 [01:49<18:54, 27.04it/s, loss=3.03, v_num=0]
    Epoch 4:   9%|▉         | 2972/33666 [01:49<18:55, 27.04it/s, loss=3.12, v_num=0]
    Epoch 4:   9%|▉         | 2973/33666 [01:49<18:54, 27.04it/s, loss=3.12, v_num=0]
    Epoch 4:   9%|▉         | 2973/33666 [01:49<18:54, 27.04it/s, loss=3.12, v_num=0]
    Epoch 4:   9%|▉         | 2974/33666 [01:49<18:54, 27.04it/s, loss=3.12, v_num=0]
    Epoch 4:   9%|▉         | 2974/33666 [01:49<18:54, 27.04it/s, loss=3.17, v_num=0]
    Epoch 4:   9%|▉         | 2975/33666 [01:50<18:54, 27.04it/s, loss=3.17, v_num=0]
    Epoch 4:   9%|▉         | 2975/33666 [01:50<18:54, 27.04it/s, loss=3.18, v_num=0]
    Epoch 4:   9%|▉         | 2976/33666 [01:50<18:54, 27.04it/s, loss=3.18, v_num=0]
    Epoch 4:   9%|▉         | 2976/33666 [01:50<18:54, 27.04it/s, loss=3.15, v_num=0]
    Epoch 4:   9%|▉         | 2977/33666 [01:50<18:54, 27.04it/s, loss=3.15, v_num=0]
    Epoch 4:   9%|▉         | 2977/33666 [01:50<18:54, 27.04it/s, loss=3.11, v_num=0]
    Epoch 4:   9%|▉         | 2978/33666 [01:50<18:54, 27.04it/s, loss=3.11, v_num=0]
    Epoch 4:   9%|▉         | 2978/33666 [01:50<18:54, 27.04it/s, loss=3.03, v_num=0]
    Epoch 4:   9%|▉         | 2979/33666 [01:50<18:54, 27.04it/s, loss=3.03, v_num=0]
    Epoch 4:   9%|▉         | 2979/33666 [01:50<18:54, 27.04it/s, loss=3.06, v_num=0]
    Epoch 4:   9%|▉         | 2980/33666 [01:50<18:54, 27.04it/s, loss=3.06, v_num=0]
    Epoch 4:   9%|▉         | 2980/33666 [01:50<18:54, 27.04it/s, loss=3.2, v_num=0] 
    Epoch 4:   9%|▉         | 2981/33666 [01:50<18:54, 27.04it/s, loss=3.2, v_num=0]
    Epoch 4:   9%|▉         | 2981/33666 [01:50<18:54, 27.04it/s, loss=3.16, v_num=0]
    Epoch 4:   9%|▉         | 2982/33666 [01:50<18:54, 27.04it/s, loss=3.16, v_num=0]
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    Epoch 4:   9%|▉         | 3068/33666 [01:53<18:51, 27.04it/s, loss=2.94, v_num=0]
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    Epoch 4:   9%|▉         | 3073/33666 [01:53<18:51, 27.04it/s, loss=3.12, v_num=0]
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    Epoch 4:   9%|▉         | 3074/33666 [01:53<18:51, 27.04it/s, loss=3.11, v_num=0]
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    Epoch 4:   9%|▉         | 3078/33666 [01:53<18:51, 27.04it/s, loss=3.19, v_num=0]
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    Epoch 4:   9%|▉         | 3080/33666 [01:53<18:51, 27.04it/s, loss=3.39, v_num=0]
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    Epoch 4:   9%|▉         | 3081/33666 [01:53<18:51, 27.04it/s, loss=3.38, v_num=0]
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    Epoch 4:   9%|▉         | 3086/33666 [01:54<18:50, 27.04it/s, loss=3.39, v_num=0]
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    Epoch 4:   9%|▉         | 3087/33666 [01:54<18:50, 27.04it/s, loss=3.38, v_num=0]
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    Epoch 4:   9%|▉         | 3088/33666 [01:54<18:50, 27.04it/s, loss=3.26, v_num=0]
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    Epoch 4:   9%|▉         | 3089/33666 [01:54<18:50, 27.04it/s, loss=3.2, v_num=0] 
    Epoch 4:   9%|▉         | 3090/33666 [01:54<18:50, 27.04it/s, loss=3.2, v_num=0]
    Epoch 4:   9%|▉         | 3090/33666 [01:54<18:50, 27.04it/s, loss=3.3, v_num=0]
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    Epoch 4:   9%|▉         | 3091/33666 [01:54<18:50, 27.04it/s, loss=3.27, v_num=0]
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    Epoch 4:   9%|▉         | 3095/33666 [01:54<18:50, 27.04it/s, loss=3.3, v_num=0] 
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    Epoch 4:   9%|▉         | 3096/33666 [01:54<18:50, 27.04it/s, loss=3.27, v_num=0]
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    Epoch 4:   9%|▉         | 3097/33666 [01:54<18:50, 27.04it/s, loss=3.43, v_num=0]
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    Epoch 4:   9%|▉         | 3099/33666 [01:54<18:50, 27.04it/s, loss=3.3, v_num=0] 
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    Epoch 4:   9%|▉         | 3101/33666 [01:54<18:50, 27.04it/s, loss=3.25, v_num=0]
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    Epoch 4:   9%|▉         | 3105/33666 [01:54<18:50, 27.04it/s, loss=3.27, v_num=0]
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    Epoch 4:   9%|▉         | 3106/33666 [01:54<18:50, 27.04it/s, loss=3.24, v_num=0]
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    Epoch 4:   9%|▉         | 3108/33666 [01:54<18:50, 27.04it/s, loss=3.2, v_num=0] 
    Epoch 4:   9%|▉         | 3109/33666 [01:54<18:50, 27.04it/s, loss=3.2, v_num=0]
    Epoch 4:   9%|▉         | 3109/33666 [01:54<18:50, 27.04it/s, loss=3.31, v_num=0]
    Epoch 4:   9%|▉         | 3110/33666 [01:55<18:49, 27.04it/s, loss=3.31, v_num=0]
    Epoch 4:   9%|▉         | 3110/33666 [01:55<18:49, 27.04it/s, loss=3.27, v_num=0]
    Epoch 4:   9%|▉         | 3111/33666 [01:55<18:49, 27.04it/s, loss=3.27, v_num=0]
    Epoch 4:   9%|▉         | 3111/33666 [01:55<18:49, 27.04it/s, loss=3.25, v_num=0]
    Epoch 4:   9%|▉         | 3112/33666 [01:55<18:49, 27.04it/s, loss=3.25, v_num=0]
    Epoch 4:   9%|▉         | 3112/33666 [01:55<18:49, 27.04it/s, loss=3.24, v_num=0]
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    Epoch 4:   9%|▉         | 3113/33666 [01:55<18:49, 27.04it/s, loss=3.27, v_num=0]
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    Epoch 4:   9%|▉         | 3114/33666 [01:55<18:49, 27.04it/s, loss=3.37, v_num=0]
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    Epoch 4:   9%|▉         | 3115/33666 [01:55<18:49, 27.04it/s, loss=3.24, v_num=0]
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    Epoch 4:   9%|▉         | 3116/33666 [01:55<18:49, 27.04it/s, loss=3.24, v_num=0]
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    Epoch 4:   9%|▉         | 3117/33666 [01:55<18:49, 27.04it/s, loss=3.12, v_num=0]
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    Epoch 4:   9%|▉         | 3119/33666 [01:55<18:49, 27.04it/s, loss=3, v_num=0]   
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    Epoch 4:   9%|▉         | 3120/33666 [01:55<18:49, 27.04it/s, loss=3.08, v_num=0]
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    Epoch 4:   9%|▉         | 3123/33666 [01:55<18:49, 27.04it/s, loss=3.2, v_num=0] 
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    Epoch 4:   9%|▉         | 3185/33666 [01:57<18:46, 27.06it/s, loss=2.94, v_num=0]
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    Epoch 4:   9%|▉         | 3188/33666 [01:57<18:46, 27.06it/s, loss=2.84, v_num=0]
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    Epoch 4:   9%|▉         | 3189/33666 [01:57<18:46, 27.06it/s, loss=2.81, v_num=0]
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    Epoch 4:   9%|▉         | 3195/33666 [01:58<18:46, 27.06it/s, loss=2.84, v_num=0]
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    Epoch 4:  10%|▉         | 3201/33666 [01:58<18:46, 27.05it/s, loss=3, v_num=0]   
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    Epoch 4:  10%|▉         | 3212/33666 [01:58<18:45, 27.05it/s, loss=3.3, v_num=0] 
    Epoch 4:  10%|▉         | 3213/33666 [01:58<18:45, 27.05it/s, loss=3.3, v_num=0]
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    Epoch 4:  10%|▉         | 3214/33666 [01:58<18:45, 27.05it/s, loss=3.3, v_num=0] 
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    Epoch 4:  10%|▉         | 3215/33666 [01:58<18:45, 27.05it/s, loss=3.36, v_num=0]
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    Epoch 4:  10%|▉         | 3216/33666 [01:58<18:45, 27.05it/s, loss=3.31, v_num=0]
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    Epoch 4:  15%|█▌        | 5211/33666 [03:11<17:27, 27.16it/s, loss=3.19, v_num=0]
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    Epoch 4:  15%|█▌        | 5215/33666 [03:12<17:27, 27.16it/s, loss=3.12, v_num=0]
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    Epoch 4:  17%|█▋        | 5771/33666 [03:32<17:06, 27.17it/s, loss=3.17, v_num=0]
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    Epoch 4:  17%|█▋        | 5773/33666 [03:32<17:06, 27.17it/s, loss=3.27, v_num=0]
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    Epoch 4:  17%|█▋        | 5774/33666 [03:32<17:06, 27.17it/s, loss=3.25, v_num=0]
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    Epoch 4:  17%|█▋        | 5775/33666 [03:32<17:06, 27.17it/s, loss=3.29, v_num=0]
    Epoch 4:  17%|█▋        | 5776/33666 [03:32<17:06, 27.17it/s, loss=3.29, v_num=0]
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    Epoch 4:  17%|█▋        | 5781/33666 [03:32<17:06, 27.17it/s, loss=3.19, v_num=0]
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    Epoch 4:  17%|█▋        | 5782/33666 [03:32<17:06, 27.17it/s, loss=3.14, v_num=0]
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    Epoch 4:  17%|█▋        | 5783/33666 [03:32<17:06, 27.17it/s, loss=3.13, v_num=0]
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    Epoch 4:  17%|█▋        | 5785/33666 [03:32<17:06, 27.17it/s, loss=3.23, v_num=0]
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    Epoch 4:  17%|█▋        | 5786/33666 [03:32<17:06, 27.17it/s, loss=3.14, v_num=0]
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    Epoch 4:  17%|█▋        | 5787/33666 [03:32<17:05, 27.17it/s, loss=3.15, v_num=0]
    Epoch 4:  17%|█▋        | 5788/33666 [03:33<17:05, 27.17it/s, loss=3.15, v_num=0]
    Epoch 4:  17%|█▋        | 5788/33666 [03:33<17:05, 27.17it/s, loss=3.32, v_num=0]
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    Epoch 4:  17%|█▋        | 5789/33666 [03:33<17:05, 27.17it/s, loss=3.32, v_num=0]
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    Epoch 4:  17%|█▋        | 5790/33666 [03:33<17:05, 27.17it/s, loss=3.22, v_num=0]
    Epoch 4:  17%|█▋        | 5791/33666 [03:33<17:05, 27.18it/s, loss=3.22, v_num=0]
    Epoch 4:  17%|█▋        | 5791/33666 [03:33<17:05, 27.18it/s, loss=3.28, v_num=0]
    Epoch 4:  17%|█▋        | 5792/33666 [03:33<17:05, 27.18it/s, loss=3.28, v_num=0]
    Epoch 4:  17%|█▋        | 5792/33666 [03:33<17:05, 27.18it/s, loss=3.19, v_num=0]
    Epoch 4:  17%|█▋        | 5793/33666 [03:33<17:05, 27.18it/s, loss=3.19, v_num=0]
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    Epoch 4:  17%|█▋        | 5794/33666 [03:33<17:05, 27.18it/s, loss=3.3, v_num=0] 
    Epoch 4:  17%|█▋        | 5795/33666 [03:33<17:05, 27.18it/s, loss=3.3, v_num=0]
    Epoch 4:  17%|█▋        | 5795/33666 [03:33<17:05, 27.18it/s, loss=3.24, v_num=0]
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    Epoch 4:  17%|█▋        | 5801/33666 [03:33<17:05, 27.17it/s, loss=3.23, v_num=0]
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    Epoch 4:  17%|█▋        | 5807/33666 [03:33<17:05, 27.17it/s, loss=3.09, v_num=0]
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    Epoch 4:  17%|█▋        | 5808/33666 [03:33<17:05, 27.17it/s, loss=2.9, v_num=0] 
    Epoch 4:  17%|█▋        | 5809/33666 [03:33<17:05, 27.17it/s, loss=2.9, v_num=0]
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    Epoch 4:  17%|█▋        | 5810/33666 [03:33<17:05, 27.17it/s, loss=2.96, v_num=0]
    Epoch 4:  17%|█▋        | 5811/33666 [03:33<17:05, 27.18it/s, loss=2.96, v_num=0]
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    Epoch 4:  17%|█▋        | 5834/33666 [03:34<17:04, 27.18it/s, loss=3.46, v_num=0]
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    Epoch 4:  17%|█▋        | 5837/33666 [03:34<17:04, 27.18it/s, loss=3.19, v_num=0]
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    Epoch 4:  17%|█▋        | 5840/33666 [03:34<17:03, 27.18it/s, loss=3.17, v_num=0]
    Epoch 4:  17%|█▋        | 5841/33666 [03:34<17:03, 27.18it/s, loss=3.17, v_num=0]
    Epoch 4:  17%|█▋        | 5841/33666 [03:34<17:03, 27.18it/s, loss=3.11, v_num=0]
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    Epoch 4:  17%|█▋        | 5844/33666 [03:35<17:03, 27.18it/s, loss=3.12, v_num=0]
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    Epoch 4:  17%|█▋        | 5858/33666 [03:35<17:03, 27.17it/s, loss=3.25, v_num=0]
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    Epoch 4:  17%|█▋        | 5864/33666 [03:35<17:03, 27.18it/s, loss=3.38, v_num=0]
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    Epoch 4:  17%|█▋        | 5865/33666 [03:35<17:03, 27.18it/s, loss=3.45, v_num=0]
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    Epoch 4:  17%|█▋        | 5869/33666 [03:35<17:02, 27.17it/s, loss=3.29, v_num=0]
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    Epoch 4:  17%|█▋        | 5871/33666 [03:36<17:02, 27.17it/s, loss=3.2, v_num=0]
    Epoch 4:  17%|█▋        | 5871/33666 [03:36<17:02, 27.17it/s, loss=3.15, v_num=0]
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    Epoch 4:  17%|█▋        | 5873/33666 [03:36<17:02, 27.17it/s, loss=3.1, v_num=0]
    Epoch 4:  17%|█▋        | 5873/33666 [03:36<17:02, 27.17it/s, loss=3.02, v_num=0]
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    Epoch 4:  18%|█▊        | 5895/33666 [03:36<17:02, 27.17it/s, loss=3.37, v_num=0]
    Epoch 4:  18%|█▊        | 5895/33666 [03:36<17:02, 27.17it/s, loss=3.36, v_num=0]
    Epoch 4:  18%|█▊        | 5896/33666 [03:37<17:02, 27.17it/s, loss=3.36, v_num=0]
    Epoch 4:  18%|█▊        | 5896/33666 [03:37<17:02, 27.17it/s, loss=3.29, v_num=0]
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    Epoch 4:  18%|█▊        | 5897/33666 [03:37<17:02, 27.17it/s, loss=3.25, v_num=0]
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    Epoch 4:  18%|█▊        | 5898/33666 [03:37<17:02, 27.17it/s, loss=3.28, v_num=0]
    Epoch 4:  18%|█▊        | 5899/33666 [03:37<17:02, 27.17it/s, loss=3.28, v_num=0]
    Epoch 4:  18%|█▊        | 5899/33666 [03:37<17:02, 27.17it/s, loss=3.39, v_num=0]
    Epoch 4:  18%|█▊        | 5900/33666 [03:37<17:02, 27.17it/s, loss=3.39, v_num=0]
    Epoch 4:  18%|█▊        | 5900/33666 [03:37<17:02, 27.17it/s, loss=3.43, v_num=0]
    Epoch 4:  18%|█▊        | 5901/33666 [03:37<17:02, 27.17it/s, loss=3.43, v_num=0]
    Epoch 4:  18%|█▊        | 5901/33666 [03:37<17:02, 27.17it/s, loss=3.45, v_num=0]
    Epoch 4:  18%|█▊        | 5902/33666 [03:37<17:01, 27.17it/s, loss=3.45, v_num=0]
    Epoch 4:  18%|█▊        | 5902/33666 [03:37<17:01, 27.17it/s, loss=3.37, v_num=0]
    Epoch 4:  18%|█▊        | 5903/33666 [03:37<17:01, 27.17it/s, loss=3.37, v_num=0]
    Epoch 4:  18%|█▊        | 5903/33666 [03:37<17:01, 27.17it/s, loss=3.2, v_num=0] 
    Epoch 4:  18%|█▊        | 5904/33666 [03:37<17:01, 27.17it/s, loss=3.2, v_num=0]
    Epoch 4:  18%|█▊        | 5904/33666 [03:37<17:01, 27.17it/s, loss=3.19, v_num=0]
    Epoch 4:  18%|█▊        | 5905/33666 [03:37<17:01, 27.17it/s, loss=3.19, v_num=0]
    Epoch 4:  18%|█▊        | 5905/33666 [03:37<17:01, 27.17it/s, loss=3.18, v_num=0]
    Epoch 4:  18%|█▊        | 5906/33666 [03:37<17:01, 27.17it/s, loss=3.18, v_num=0]
    Epoch 4:  18%|█▊        | 5906/33666 [03:37<17:01, 27.17it/s, loss=3.24, v_num=0]
    Epoch 4:  18%|█▊        | 5907/33666 [03:37<17:01, 27.16it/s, loss=3.24, v_num=0]
    Epoch 4:  18%|█▊        | 5907/33666 [03:37<17:01, 27.16it/s, loss=3.22, v_num=0]
    Epoch 4:  18%|█▊        | 5908/33666 [03:37<17:01, 27.16it/s, loss=3.22, v_num=0]
    Epoch 4:  18%|█▊        | 5908/33666 [03:37<17:01, 27.16it/s, loss=3.18, v_num=0]
    Epoch 4:  18%|█▊        | 5909/33666 [03:37<17:01, 27.16it/s, loss=3.18, v_num=0]
    Epoch 4:  18%|█▊        | 5909/33666 [03:37<17:01, 27.16it/s, loss=3.33, v_num=0]
    Epoch 4:  18%|█▊        | 5910/33666 [03:37<17:01, 27.16it/s, loss=3.33, v_num=0]
    Epoch 4:  18%|█▊        | 5910/33666 [03:37<17:01, 27.16it/s, loss=3.29, v_num=0]
    Epoch 4:  18%|█▊        | 5911/33666 [03:37<17:01, 27.16it/s, loss=3.29, v_num=0]
    Epoch 4:  18%|█▊        | 5911/33666 [03:37<17:01, 27.16it/s, loss=3.24, v_num=0]
    Epoch 4:  18%|█▊        | 5912/33666 [03:37<17:01, 27.16it/s, loss=3.24, v_num=0]
    Epoch 4:  18%|█▊        | 5912/33666 [03:37<17:01, 27.16it/s, loss=3.25, v_num=0]
    Epoch 4:  18%|█▊        | 5913/33666 [03:37<17:01, 27.16it/s, loss=3.25, v_num=0]
    Epoch 4:  18%|█▊        | 5913/33666 [03:37<17:01, 27.16it/s, loss=3.23, v_num=0]
    Epoch 4:  18%|█▊        | 5914/33666 [03:37<17:01, 27.16it/s, loss=3.23, v_num=0]
    Epoch 4:  18%|█▊        | 5914/33666 [03:37<17:01, 27.16it/s, loss=3.22, v_num=0]
    Epoch 4:  18%|█▊        | 5915/33666 [03:37<17:01, 27.16it/s, loss=3.22, v_num=0]
    Epoch 4:  18%|█▊        | 5915/33666 [03:37<17:01, 27.16it/s, loss=3.3, v_num=0] 
    Epoch 4:  18%|█▊        | 5916/33666 [03:37<17:01, 27.16it/s, loss=3.3, v_num=0]
    Epoch 4:  18%|█▊        | 5916/33666 [03:37<17:01, 27.16it/s, loss=3.33, v_num=0]
    Epoch 4:  18%|█▊        | 5917/33666 [03:37<17:01, 27.17it/s, loss=3.33, v_num=0]
    Epoch 4:  18%|█▊        | 5917/33666 [03:37<17:01, 27.17it/s, loss=3.32, v_num=0]
    Epoch 4:  18%|█▊        | 5918/33666 [03:37<17:01, 27.17it/s, loss=3.32, v_num=0]
    Epoch 4:  18%|█▊        | 5918/33666 [03:37<17:01, 27.17it/s, loss=3.3, v_num=0] 
    Epoch 4:  18%|█▊        | 5919/33666 [03:37<17:01, 27.16it/s, loss=3.3, v_num=0]
    Epoch 4:  18%|█▊        | 5919/33666 [03:37<17:01, 27.16it/s, loss=3.31, v_num=0]
    Epoch 4:  18%|█▊        | 5920/33666 [03:37<17:01, 27.17it/s, loss=3.31, v_num=0]
    Epoch 4:  18%|█▊        | 5920/33666 [03:37<17:01, 27.16it/s, loss=3.29, v_num=0]
    Epoch 4:  18%|█▊        | 5921/33666 [03:37<17:01, 27.17it/s, loss=3.29, v_num=0]
    Epoch 4:  18%|█▊        | 5921/33666 [03:37<17:01, 27.16it/s, loss=3.21, v_num=0]
    Epoch 4:  18%|█▊        | 5922/33666 [03:37<17:01, 27.17it/s, loss=3.21, v_num=0]
    Epoch 4:  18%|█▊        | 5922/33666 [03:37<17:01, 27.17it/s, loss=3.27, v_num=0]
    Epoch 4:  18%|█▊        | 5923/33666 [03:38<17:01, 27.17it/s, loss=3.27, v_num=0]
    Epoch 4:  18%|█▊        | 5923/33666 [03:38<17:01, 27.17it/s, loss=3.38, v_num=0]
    Epoch 4:  18%|█▊        | 5924/33666 [03:38<17:01, 27.17it/s, loss=3.38, v_num=0]
    Epoch 4:  18%|█▊        | 5924/33666 [03:38<17:01, 27.17it/s, loss=3.39, v_num=0]
    Epoch 4:  18%|█▊        | 5925/33666 [03:38<17:01, 27.17it/s, loss=3.39, v_num=0]
    Epoch 4:  18%|█▊        | 5925/33666 [03:38<17:01, 27.17it/s, loss=3.34, v_num=0]
    Epoch 4:  18%|█▊        | 5926/33666 [03:38<17:01, 27.17it/s, loss=3.34, v_num=0]
    Epoch 4:  18%|█▊        | 5926/33666 [03:38<17:01, 27.17it/s, loss=3.3, v_num=0] 
    Epoch 4:  18%|█▊        | 5927/33666 [03:38<17:01, 27.17it/s, loss=3.3, v_num=0]
    Epoch 4:  18%|█▊        | 5927/33666 [03:38<17:01, 27.17it/s, loss=3.29, v_num=0]
    Epoch 4:  18%|█▊        | 5928/33666 [03:38<17:01, 27.17it/s, loss=3.29, v_num=0]
    Epoch 4:  18%|█▊        | 5928/33666 [03:38<17:01, 27.17it/s, loss=3.29, v_num=0]
    Epoch 4:  18%|█▊        | 5929/33666 [03:38<17:01, 27.17it/s, loss=3.29, v_num=0]
    Epoch 4:  18%|█▊        | 5929/33666 [03:38<17:01, 27.17it/s, loss=3.22, v_num=0]
    Epoch 4:  18%|█▊        | 5930/33666 [03:38<17:00, 27.17it/s, loss=3.22, v_num=0]
    Epoch 4:  18%|█▊        | 5930/33666 [03:38<17:00, 27.17it/s, loss=3.2, v_num=0] 
    Epoch 4:  18%|█▊        | 5931/33666 [03:38<17:00, 27.16it/s, loss=3.2, v_num=0]
    Epoch 4:  18%|█▊        | 5931/33666 [03:38<17:00, 27.16it/s, loss=3.26, v_num=0]
    Epoch 4:  18%|█▊        | 5932/33666 [03:38<17:00, 27.16it/s, loss=3.26, v_num=0]
    Epoch 4:  18%|█▊        | 5932/33666 [03:38<17:00, 27.16it/s, loss=3.27, v_num=0]
    Epoch 4:  18%|█▊        | 5933/33666 [03:38<17:00, 27.16it/s, loss=3.27, v_num=0]
    Epoch 4:  18%|█▊        | 5933/33666 [03:38<17:00, 27.16it/s, loss=3.34, v_num=0]
    Epoch 4:  18%|█▊        | 5934/33666 [03:38<17:00, 27.16it/s, loss=3.34, v_num=0]
    Epoch 4:  18%|█▊        | 5934/33666 [03:38<17:00, 27.16it/s, loss=3.34, v_num=0]
    Epoch 4:  18%|█▊        | 5935/33666 [03:38<17:00, 27.16it/s, loss=3.34, v_num=0]
    Epoch 4:  18%|█▊        | 5935/33666 [03:38<17:00, 27.16it/s, loss=3.27, v_num=0]
    Epoch 4:  18%|█▊        | 5936/33666 [03:38<17:00, 27.16it/s, loss=3.27, v_num=0]
    Epoch 4:  18%|█▊        | 5936/33666 [03:38<17:00, 27.16it/s, loss=3.21, v_num=0]
    Epoch 4:  18%|█▊        | 5937/33666 [03:38<17:00, 27.16it/s, loss=3.21, v_num=0]
    Epoch 4:  18%|█▊        | 5937/33666 [03:38<17:00, 27.16it/s, loss=3.31, v_num=0]
    Epoch 4:  18%|█▊        | 5938/33666 [03:38<17:00, 27.16it/s, loss=3.31, v_num=0]
    Epoch 4:  18%|█▊        | 5938/33666 [03:38<17:00, 27.16it/s, loss=3.38, v_num=0]
    Epoch 4:  18%|█▊        | 5939/33666 [03:38<17:00, 27.16it/s, loss=3.38, v_num=0]
    Epoch 4:  18%|█▊        | 5939/33666 [03:38<17:00, 27.16it/s, loss=3.36, v_num=0]
    Epoch 4:  18%|█▊        | 5940/33666 [03:38<17:00, 27.16it/s, loss=3.36, v_num=0]
    Epoch 4:  18%|█▊        | 5940/33666 [03:38<17:00, 27.16it/s, loss=3.4, v_num=0] 
    Epoch 4:  18%|█▊        | 5941/33666 [03:38<17:00, 27.16it/s, loss=3.4, v_num=0]
    Epoch 4:  18%|█▊        | 5941/33666 [03:38<17:00, 27.16it/s, loss=3.35, v_num=0]
    Epoch 4:  18%|█▊        | 5942/33666 [03:38<17:00, 27.16it/s, loss=3.35, v_num=0]
    Epoch 4:  18%|█▊        | 5942/33666 [03:38<17:00, 27.16it/s, loss=3.32, v_num=0]
    Epoch 4:  18%|█▊        | 5943/33666 [03:38<17:00, 27.16it/s, loss=3.32, v_num=0]
    Epoch 4:  18%|█▊        | 5943/33666 [03:38<17:00, 27.16it/s, loss=3.32, v_num=0]
    Epoch 4:  18%|█▊        | 5944/33666 [03:38<17:00, 27.16it/s, loss=3.32, v_num=0]
    Epoch 4:  18%|█▊        | 5944/33666 [03:38<17:00, 27.16it/s, loss=3.33, v_num=0]
    Epoch 4:  18%|█▊        | 5945/33666 [03:38<17:00, 27.16it/s, loss=3.33, v_num=0]
    Epoch 4:  18%|█▊        | 5945/33666 [03:38<17:00, 27.16it/s, loss=3.37, v_num=0]
    Epoch 4:  18%|█▊        | 5946/33666 [03:38<17:00, 27.16it/s, loss=3.37, v_num=0]
    Epoch 4:  18%|█▊        | 5946/33666 [03:38<17:00, 27.16it/s, loss=3.43, v_num=0]
    Epoch 4:  18%|█▊        | 5947/33666 [03:38<17:00, 27.16it/s, loss=3.43, v_num=0]
    Epoch 4:  18%|█▊        | 5947/33666 [03:38<17:00, 27.16it/s, loss=3.42, v_num=0]
    Epoch 4:  18%|█▊        | 5948/33666 [03:38<17:00, 27.16it/s, loss=3.42, v_num=0]
    Epoch 4:  18%|█▊        | 5948/33666 [03:38<17:00, 27.16it/s, loss=3.34, v_num=0]
    Epoch 4:  18%|█▊        | 5949/33666 [03:39<17:00, 27.16it/s, loss=3.34, v_num=0]
    Epoch 4:  18%|█▊        | 5949/33666 [03:39<17:00, 27.16it/s, loss=3.33, v_num=0]
    Epoch 4:  18%|█▊        | 5950/33666 [03:39<17:00, 27.16it/s, loss=3.33, v_num=0]
    Epoch 4:  18%|█▊        | 5950/33666 [03:39<17:00, 27.16it/s, loss=3.29, v_num=0]
    Epoch 4:  18%|█▊        | 5951/33666 [03:39<17:00, 27.17it/s, loss=3.29, v_num=0]
    Epoch 4:  18%|█▊        | 5951/33666 [03:39<17:00, 27.17it/s, loss=3.23, v_num=0]
    Epoch 4:  18%|█▊        | 5952/33666 [03:39<17:00, 27.17it/s, loss=3.23, v_num=0]
    Epoch 4:  18%|█▊        | 5952/33666 [03:39<17:00, 27.17it/s, loss=3.21, v_num=0]
    Epoch 4:  18%|█▊        | 5953/33666 [03:39<17:00, 27.17it/s, loss=3.21, v_num=0]
    Epoch 4:  18%|█▊        | 5953/33666 [03:39<17:00, 27.17it/s, loss=3.23, v_num=0]
    Epoch 4:  18%|█▊        | 5954/33666 [03:39<17:00, 27.17it/s, loss=3.23, v_num=0]
    Epoch 4:  18%|█▊        | 5954/33666 [03:39<17:00, 27.17it/s, loss=3.26, v_num=0]
    Epoch 4:  18%|█▊        | 5955/33666 [03:39<17:00, 27.17it/s, loss=3.26, v_num=0]
    Epoch 4:  18%|█▊        | 5955/33666 [03:39<17:00, 27.17it/s, loss=3.38, v_num=0]
    Epoch 4:  18%|█▊        | 5956/33666 [03:39<17:00, 27.17it/s, loss=3.38, v_num=0]
    Epoch 4:  18%|█▊        | 5956/33666 [03:39<17:00, 27.17it/s, loss=3.49, v_num=0]
    Epoch 4:  18%|█▊        | 5957/33666 [03:39<16:59, 27.17it/s, loss=3.49, v_num=0]
    Epoch 4:  18%|█▊        | 5957/33666 [03:39<16:59, 27.17it/s, loss=3.47, v_num=0]
    Epoch 4:  18%|█▊        | 5958/33666 [03:39<16:59, 27.17it/s, loss=3.47, v_num=0]
    Epoch 4:  18%|█▊        | 5958/33666 [03:39<16:59, 27.17it/s, loss=3.43, v_num=0]
    Epoch 4:  18%|█▊        | 5959/33666 [03:39<16:59, 27.17it/s, loss=3.43, v_num=0]
    Epoch 4:  18%|█▊        | 5959/33666 [03:39<16:59, 27.17it/s, loss=3.56, v_num=0]
    Epoch 4:  18%|█▊        | 5960/33666 [03:39<16:59, 27.17it/s, loss=3.56, v_num=0]
    Epoch 4:  18%|█▊        | 5960/33666 [03:39<16:59, 27.17it/s, loss=3.48, v_num=0]
    Epoch 4:  18%|█▊        | 5961/33666 [03:39<16:59, 27.17it/s, loss=3.48, v_num=0]
    Epoch 4:  18%|█▊        | 5961/33666 [03:39<16:59, 27.17it/s, loss=3.49, v_num=0]
    Epoch 4:  18%|█▊        | 5962/33666 [03:39<16:59, 27.17it/s, loss=3.49, v_num=0]
    Epoch 4:  18%|█▊        | 5962/33666 [03:39<16:59, 27.17it/s, loss=3.45, v_num=0]
    Epoch 4:  18%|█▊        | 5963/33666 [03:39<16:59, 27.17it/s, loss=3.45, v_num=0]
    Epoch 4:  18%|█▊        | 5963/33666 [03:39<16:59, 27.17it/s, loss=3.4, v_num=0] 
    Epoch 4:  18%|█▊        | 5964/33666 [03:39<16:59, 27.17it/s, loss=3.4, v_num=0]
    Epoch 4:  18%|█▊        | 5964/33666 [03:39<16:59, 27.17it/s, loss=3.4, v_num=0]
    Epoch 4:  18%|█▊        | 5965/33666 [03:39<16:59, 27.17it/s, loss=3.4, v_num=0]
    Epoch 4:  18%|█▊        | 5965/33666 [03:39<16:59, 27.17it/s, loss=3.39, v_num=0]
    Epoch 4:  18%|█▊        | 5966/33666 [03:39<16:59, 27.17it/s, loss=3.39, v_num=0]
    Epoch 4:  18%|█▊        | 5966/33666 [03:39<16:59, 27.17it/s, loss=3.36, v_num=0]
    Epoch 4:  18%|█▊        | 5967/33666 [03:39<16:59, 27.17it/s, loss=3.36, v_num=0]
    Epoch 4:  18%|█▊        | 5967/33666 [03:39<16:59, 27.17it/s, loss=3.29, v_num=0]
    Epoch 4:  18%|█▊        | 5968/33666 [03:39<16:59, 27.17it/s, loss=3.29, v_num=0]
    Epoch 4:  18%|█▊        | 5968/33666 [03:39<16:59, 27.17it/s, loss=3.41, v_num=0]
    Epoch 4:  18%|█▊        | 5969/33666 [03:39<16:59, 27.17it/s, loss=3.41, v_num=0]
    Epoch 4:  18%|█▊        | 5969/33666 [03:39<16:59, 27.17it/s, loss=3.41, v_num=0]
    Epoch 4:  18%|█▊        | 5970/33666 [03:39<16:59, 27.17it/s, loss=3.41, v_num=0]
    Epoch 4:  18%|█▊        | 5970/33666 [03:39<16:59, 27.16it/s, loss=3.41, v_num=0]
    Epoch 4:  18%|█▊        | 5971/33666 [03:39<16:59, 27.16it/s, loss=3.41, v_num=0]
    Epoch 4:  18%|█▊        | 5971/33666 [03:39<16:59, 27.16it/s, loss=3.51, v_num=0]
    Epoch 4:  18%|█▊        | 5972/33666 [03:39<16:59, 27.16it/s, loss=3.51, v_num=0]
    Epoch 4:  18%|█▊        | 5972/33666 [03:39<16:59, 27.16it/s, loss=3.44, v_num=0]
    Epoch 4:  18%|█▊        | 5973/33666 [03:39<16:59, 27.16it/s, loss=3.44, v_num=0]
    Epoch 4:  18%|█▊        | 5973/33666 [03:39<16:59, 27.16it/s, loss=3.38, v_num=0]
    Epoch 4:  18%|█▊        | 5974/33666 [03:39<16:59, 27.16it/s, loss=3.38, v_num=0]
    Epoch 4:  18%|█▊        | 5974/33666 [03:39<16:59, 27.16it/s, loss=3.3, v_num=0] 
    Epoch 4:  18%|█▊        | 5975/33666 [03:39<16:59, 27.16it/s, loss=3.3, v_num=0]
    Epoch 4:  18%|█▊        | 5975/33666 [03:39<16:59, 27.16it/s, loss=3.22, v_num=0]
    Epoch 4:  18%|█▊        | 5976/33666 [03:39<16:59, 27.16it/s, loss=3.22, v_num=0]
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    Epoch 4:  18%|█▊        | 6016/33666 [03:41<16:58, 27.16it/s, loss=2.93, v_num=0]
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    Epoch 4:  18%|█▊        | 6017/33666 [03:41<16:58, 27.16it/s, loss=3.02, v_num=0]
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    Epoch 4:  18%|█▊        | 6018/33666 [03:41<16:57, 27.16it/s, loss=3.07, v_num=0]
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    Epoch 4:  18%|█▊        | 6019/33666 [03:41<16:57, 27.16it/s, loss=3.12, v_num=0]
    Epoch 4:  18%|█▊        | 6020/33666 [03:41<16:57, 27.16it/s, loss=3.12, v_num=0]
    Epoch 4:  18%|█▊        | 6020/33666 [03:41<16:57, 27.16it/s, loss=3.11, v_num=0]
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    Epoch 4:  18%|█▊        | 6021/33666 [03:41<16:57, 27.16it/s, loss=3.09, v_num=0]
    Epoch 4:  18%|█▊        | 6022/33666 [03:41<16:57, 27.16it/s, loss=3.09, v_num=0]
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    Epoch 4:  18%|█▊        | 6023/33666 [03:41<16:57, 27.16it/s, loss=3.07, v_num=0]
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    Epoch 4:  18%|█▊        | 6024/33666 [03:41<16:57, 27.16it/s, loss=3.01, v_num=0]
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    Epoch 4:  18%|█▊        | 6026/33666 [03:41<16:57, 27.16it/s, loss=3.22, v_num=0]
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    Epoch 4:  18%|█▊        | 6027/33666 [03:41<16:57, 27.16it/s, loss=3.32, v_num=0]
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    Epoch 4:  18%|█▊        | 6028/33666 [03:41<16:57, 27.16it/s, loss=3.32, v_num=0]
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    Epoch 4:  18%|█▊        | 6029/33666 [03:42<16:57, 27.16it/s, loss=3.29, v_num=0]
    Epoch 4:  18%|█▊        | 6030/33666 [03:42<16:57, 27.16it/s, loss=3.29, v_num=0]
    Epoch 4:  18%|█▊        | 6030/33666 [03:42<16:57, 27.16it/s, loss=3.25, v_num=0]
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    Epoch 4:  18%|█▊        | 6031/33666 [03:42<16:57, 27.16it/s, loss=3.19, v_num=0]
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    Epoch 4:  18%|█▊        | 6032/33666 [03:42<16:57, 27.16it/s, loss=3.16, v_num=0]
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    Epoch 4:  18%|█▊        | 6034/33666 [03:42<16:57, 27.16it/s, loss=3.17, v_num=0]
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    Epoch 4:  18%|█▊        | 6035/33666 [03:42<16:57, 27.16it/s, loss=3.25, v_num=0]
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    Epoch 4:  18%|█▊        | 6036/33666 [03:42<16:57, 27.15it/s, loss=3.18, v_num=0]
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    Epoch 4:  18%|█▊        | 6037/33666 [03:42<16:57, 27.15it/s, loss=3.04, v_num=0]
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    Epoch 4:  18%|█▊        | 6038/33666 [03:42<16:57, 27.15it/s, loss=3.06, v_num=0]
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    Epoch 4:  18%|█▊        | 6039/33666 [03:42<16:57, 27.15it/s, loss=2.98, v_num=0]
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    Epoch 4:  18%|█▊        | 6040/33666 [03:42<16:57, 27.15it/s, loss=2.91, v_num=0]
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    Epoch 4:  18%|█▊        | 6041/33666 [03:42<16:57, 27.15it/s, loss=2.94, v_num=0]
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    Epoch 4:  18%|█▊        | 6046/33666 [03:42<16:57, 27.15it/s, loss=2.92, v_num=0]
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    Epoch 4:  18%|█▊        | 6201/33666 [03:48<16:52, 27.14it/s, loss=3.4, v_num=0] 
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    Epoch 4:  32%|███▏      | 10736/33666 [06:34<14:03, 27.19it/s, loss=3.49, v_num=0]
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    Epoch 4:  34%|███▍      | 11545/33666 [07:04<13:33, 27.21it/s, loss=3.09, v_num=0]
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    Epoch 4:  34%|███▍      | 11547/33666 [07:04<13:33, 27.21it/s, loss=3.05, v_num=0]
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    Epoch 4:  34%|███▍      | 11553/33666 [07:04<13:32, 27.21it/s, loss=3.4, v_num=0] 
    Epoch 4:  34%|███▍      | 11554/33666 [07:04<13:32, 27.21it/s, loss=3.4, v_num=0]
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    Epoch 4:  34%|███▍      | 11561/33666 [07:04<13:32, 27.21it/s, loss=3.39, v_num=0]
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    Epoch 4:  34%|███▍      | 11563/33666 [07:05<13:32, 27.21it/s, loss=3.38, v_num=0]
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    Epoch 4:  34%|███▍      | 11564/33666 [07:05<13:32, 27.21it/s, loss=3.44, v_num=0]
    Epoch 4:  34%|███▍      | 11565/33666 [07:05<13:32, 27.21it/s, loss=3.44, v_num=0]
    Epoch 4:  34%|███▍      | 11565/33666 [07:05<13:32, 27.21it/s, loss=3.46, v_num=0]
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    Epoch 4:  35%|███▍      | 11720/33666 [07:10<13:26, 27.21it/s, loss=3.07, v_num=0]
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    Epoch 4:  35%|███▍      | 11724/33666 [07:10<13:26, 27.21it/s, loss=3.11, v_num=0]
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    Epoch 4:  35%|███▍      | 11731/33666 [07:11<13:26, 27.21it/s, loss=3.03, v_num=0]
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    Epoch 4:  44%|████▍     | 14788/33666 [09:02<11:32, 27.24it/s, loss=3.4, v_num=0]
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    Epoch 4:  52%|█████▏    | 17429/33666 [10:40<09:56, 27.20it/s, loss=3.06, v_num=0]
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    Epoch 4:  52%|█████▏    | 17430/33666 [10:40<09:56, 27.20it/s, loss=3.03, v_num=0]
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    Epoch 4:  52%|█████▏    | 17431/33666 [10:40<09:56, 27.20it/s, loss=2.85, v_num=0]
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    Epoch 4:  58%|█████▊    | 19440/33666 [11:54<08:42, 27.20it/s, loss=2.98, v_num=0]
    Epoch 4:  58%|█████▊    | 19441/33666 [11:54<08:42, 27.20it/s, loss=2.98, v_num=0]
    Epoch 4:  58%|█████▊    | 19441/33666 [11:54<08:42, 27.20it/s, loss=2.94, v_num=0]
    Epoch 4:  58%|█████▊    | 19442/33666 [11:54<08:42, 27.20it/s, loss=2.94, v_num=0]
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    Epoch 4:  58%|█████▊    | 19452/33666 [11:55<08:42, 27.20it/s, loss=3.15, v_num=0]
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    Epoch 4:  58%|█████▊    | 19461/33666 [11:55<08:42, 27.20it/s, loss=3.09, v_num=0]
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    Epoch 4:  58%|█████▊    | 19462/33666 [11:55<08:42, 27.20it/s, loss=3.05, v_num=0]
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    Epoch 4:  58%|█████▊    | 19492/33666 [11:56<08:41, 27.20it/s, loss=3.4, v_num=0]
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    Epoch 4:  58%|█████▊    | 19502/33666 [11:56<08:40, 27.20it/s, loss=3.14, v_num=0]
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    Epoch 4:  58%|█████▊    | 19509/33666 [11:57<08:40, 27.20it/s, loss=3.16, v_num=0]
    Epoch 4:  58%|█████▊    | 19509/33666 [11:57<08:40, 27.20it/s, loss=3.1, v_num=0] 
    Epoch 4:  58%|█████▊    | 19510/33666 [11:57<08:40, 27.20it/s, loss=3.1, v_num=0]
    Epoch 4:  58%|█████▊    | 19510/33666 [11:57<08:40, 27.20it/s, loss=3.07, v_num=0]
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    Epoch 4:  58%|█████▊    | 19512/33666 [11:57<08:40, 27.20it/s, loss=3.1, v_num=0] 
    Epoch 4:  58%|█████▊    | 19513/33666 [11:57<08:40, 27.20it/s, loss=3.1, v_num=0]
    Epoch 4:  58%|█████▊    | 19513/33666 [11:57<08:40, 27.20it/s, loss=3.12, v_num=0]
    Epoch 4:  58%|█████▊    | 19514/33666 [11:57<08:40, 27.20it/s, loss=3.12, v_num=0]
    Epoch 4:  58%|█████▊    | 19514/33666 [11:57<08:40, 27.20it/s, loss=3.14, v_num=0]
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    Epoch 4:  58%|█████▊    | 19516/33666 [11:57<08:40, 27.20it/s, loss=3.04, v_num=0]
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    Epoch 4:  58%|█████▊    | 19519/33666 [11:57<08:40, 27.20it/s, loss=2.98, v_num=0]
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    Epoch 4:  58%|█████▊    | 19524/33666 [11:57<08:39, 27.20it/s, loss=2.89, v_num=0]
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    Epoch 4:  58%|█████▊    | 19526/33666 [11:57<08:39, 27.20it/s, loss=3.03, v_num=0]
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    Epoch 4:  58%|█████▊    | 19527/33666 [11:57<08:39, 27.20it/s, loss=3.02, v_num=0]
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    Epoch 4:  58%|█████▊    | 19531/33666 [11:58<08:39, 27.20it/s, loss=2.97, v_num=0]
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    Epoch 4:  58%|█████▊    | 19652/33666 [12:02<08:35, 27.20it/s, loss=2.93, v_num=0]
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    Epoch 4:  58%|█████▊    | 19661/33666 [12:02<08:34, 27.20it/s, loss=2.91, v_num=0]
    Epoch 4:  58%|█████▊    | 19661/33666 [12:02<08:34, 27.20it/s, loss=2.95, v_num=0]
    Epoch 4:  58%|█████▊    | 19662/33666 [12:02<08:34, 27.20it/s, loss=2.95, v_num=0]
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    Epoch 4:  58%|█████▊    | 19671/33666 [12:03<08:34, 27.20it/s, loss=3.07, v_num=0]
    Epoch 4:  58%|█████▊    | 19672/33666 [12:03<08:34, 27.20it/s, loss=3.07, v_num=0]
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    Epoch 4:  58%|█████▊    | 19682/33666 [12:03<08:34, 27.20it/s, loss=3.11, v_num=0]
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    Epoch 4:  59%|█████▊    | 19742/33666 [12:05<08:31, 27.20it/s, loss=3.1, v_num=0]
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    Epoch 4:  59%|█████▊    | 19751/33666 [12:06<08:31, 27.20it/s, loss=3.38, v_num=0]
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    Epoch 4:  59%|█████▊    | 19752/33666 [12:06<08:31, 27.20it/s, loss=3.36, v_num=0]
    Epoch 4:  59%|█████▊    | 19752/33666 [12:06<08:31, 27.20it/s, loss=3.25, v_num=0]
    Epoch 4:  59%|█████▊    | 19753/33666 [12:06<08:31, 27.20it/s, loss=3.25, v_num=0]
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    Epoch 4:  59%|█████▊    | 19754/33666 [12:06<08:31, 27.20it/s, loss=3.21, v_num=0]
    Epoch 4:  59%|█████▊    | 19754/33666 [12:06<08:31, 27.20it/s, loss=3.12, v_num=0]
    Epoch 4:  59%|█████▊    | 19755/33666 [12:06<08:31, 27.20it/s, loss=3.12, v_num=0]
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    Epoch 4:  59%|█████▊    | 19756/33666 [12:06<08:31, 27.20it/s, loss=3.13, v_num=0]
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    Epoch 4:  59%|█████▊    | 19760/33666 [12:06<08:31, 27.20it/s, loss=2.96, v_num=0]
    Epoch 4:  59%|█████▊    | 19761/33666 [12:06<08:31, 27.20it/s, loss=2.96, v_num=0]
    Epoch 4:  59%|█████▊    | 19761/33666 [12:06<08:31, 27.20it/s, loss=3.02, v_num=0]
    Epoch 4:  59%|█████▊    | 19762/33666 [12:06<08:31, 27.20it/s, loss=3.02, v_num=0]
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    Epoch 4:  59%|█████▊    | 19763/33666 [12:06<08:31, 27.20it/s, loss=2.93, v_num=0]
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    Epoch 4:  59%|█████▊    | 19771/33666 [12:06<08:30, 27.20it/s, loss=2.56, v_num=0]
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    Epoch 4:  59%|█████▊    | 19772/33666 [12:06<08:30, 27.20it/s, loss=2.62, v_num=0]
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    Epoch 4:  59%|█████▉    | 19815/33666 [12:08<08:29, 27.20it/s, loss=3.1, v_num=0]
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    Epoch 4:  59%|█████▉    | 19821/33666 [12:08<08:29, 27.20it/s, loss=3.4, v_num=0]
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    Epoch 4:  59%|█████▉    | 19822/33666 [12:08<08:29, 27.20it/s, loss=3.42, v_num=0]
    Epoch 4:  59%|█████▉    | 19822/33666 [12:08<08:29, 27.20it/s, loss=3.41, v_num=0]
    Epoch 4:  59%|█████▉    | 19823/33666 [12:08<08:28, 27.20it/s, loss=3.41, v_num=0]
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    Epoch 4:  59%|█████▉    | 19824/33666 [12:08<08:28, 27.20it/s, loss=3.52, v_num=0]
    Epoch 4:  59%|█████▉    | 19824/33666 [12:08<08:28, 27.20it/s, loss=3.43, v_num=0]
    Epoch 4:  59%|█████▉    | 19825/33666 [12:08<08:28, 27.20it/s, loss=3.43, v_num=0]
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    Epoch 4:  59%|█████▉    | 19826/33666 [12:08<08:28, 27.20it/s, loss=3.51, v_num=0]
    Epoch 4:  59%|█████▉    | 19826/33666 [12:08<08:28, 27.20it/s, loss=3.5, v_num=0] 
    Epoch 4:  59%|█████▉    | 19827/33666 [12:09<08:28, 27.20it/s, loss=3.5, v_num=0]
    Epoch 4:  59%|█████▉    | 19827/33666 [12:09<08:28, 27.20it/s, loss=3.53, v_num=0]
    Epoch 4:  59%|█████▉    | 19828/33666 [12:09<08:28, 27.20it/s, loss=3.53, v_num=0]
    Epoch 4:  59%|█████▉    | 19828/33666 [12:09<08:28, 27.20it/s, loss=3.57, v_num=0]
    Epoch 4:  59%|█████▉    | 19829/33666 [12:09<08:28, 27.20it/s, loss=3.57, v_num=0]
    Epoch 4:  59%|█████▉    | 19829/33666 [12:09<08:28, 27.20it/s, loss=3.59, v_num=0]
    Epoch 4:  59%|█████▉    | 19830/33666 [12:09<08:28, 27.20it/s, loss=3.59, v_num=0]
    Epoch 4:  59%|█████▉    | 19830/33666 [12:09<08:28, 27.20it/s, loss=3.56, v_num=0]
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    Epoch 4:  59%|█████▉    | 19831/33666 [12:09<08:28, 27.20it/s, loss=3.64, v_num=0]
    Epoch 4:  59%|█████▉    | 19832/33666 [12:09<08:28, 27.20it/s, loss=3.64, v_num=0]
    Epoch 4:  59%|█████▉    | 19832/33666 [12:09<08:28, 27.20it/s, loss=3.78, v_num=0]
    Epoch 4:  59%|█████▉    | 19833/33666 [12:09<08:28, 27.20it/s, loss=3.78, v_num=0]
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    Epoch 4:  59%|█████▉    | 19834/33666 [12:09<08:28, 27.20it/s, loss=3.77, v_num=0]
    Epoch 4:  59%|█████▉    | 19834/33666 [12:09<08:28, 27.20it/s, loss=3.73, v_num=0]
    Epoch 4:  59%|█████▉    | 19835/33666 [12:09<08:28, 27.20it/s, loss=3.73, v_num=0]
    Epoch 4:  59%|█████▉    | 19835/33666 [12:09<08:28, 27.20it/s, loss=3.7, v_num=0] 
    Epoch 4:  59%|█████▉    | 19836/33666 [12:09<08:28, 27.20it/s, loss=3.7, v_num=0]
    Epoch 4:  59%|█████▉    | 19836/33666 [12:09<08:28, 27.20it/s, loss=3.54, v_num=0]
    Epoch 4:  59%|█████▉    | 19837/33666 [12:09<08:28, 27.20it/s, loss=3.54, v_num=0]
    Epoch 4:  59%|█████▉    | 19837/33666 [12:09<08:28, 27.20it/s, loss=3.6, v_num=0] 
    Epoch 4:  59%|█████▉    | 19838/33666 [12:09<08:28, 27.20it/s, loss=3.6, v_num=0]
    Epoch 4:  59%|█████▉    | 19838/33666 [12:09<08:28, 27.20it/s, loss=3.62, v_num=0]
    Epoch 4:  59%|█████▉    | 19839/33666 [12:09<08:28, 27.20it/s, loss=3.62, v_num=0]
    Epoch 4:  59%|█████▉    | 19839/33666 [12:09<08:28, 27.20it/s, loss=3.61, v_num=0]
    Epoch 4:  59%|█████▉    | 19840/33666 [12:09<08:28, 27.20it/s, loss=3.61, v_num=0]
    Epoch 4:  59%|█████▉    | 19840/33666 [12:09<08:28, 27.20it/s, loss=3.54, v_num=0]
    Epoch 4:  59%|█████▉    | 19841/33666 [12:09<08:28, 27.20it/s, loss=3.54, v_num=0]
    Epoch 4:  59%|█████▉    | 19841/33666 [12:09<08:28, 27.20it/s, loss=3.46, v_num=0]
    Epoch 4:  59%|█████▉    | 19842/33666 [12:09<08:28, 27.20it/s, loss=3.46, v_num=0]
    Epoch 4:  59%|█████▉    | 19842/33666 [12:09<08:28, 27.20it/s, loss=3.45, v_num=0]
    Epoch 4:  59%|█████▉    | 19843/33666 [12:09<08:28, 27.20it/s, loss=3.45, v_num=0]
    Epoch 4:  59%|█████▉    | 19843/33666 [12:09<08:28, 27.20it/s, loss=3.46, v_num=0]
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    Epoch 4:  59%|█████▉    | 19845/33666 [12:09<08:28, 27.20it/s, loss=3.5, v_num=0] 
    Epoch 4:  59%|█████▉    | 19846/33666 [12:09<08:28, 27.20it/s, loss=3.5, v_num=0]
    Epoch 4:  59%|█████▉    | 19846/33666 [12:09<08:28, 27.20it/s, loss=3.53, v_num=0]
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    Epoch 4:  59%|█████▉    | 19848/33666 [12:09<08:28, 27.20it/s, loss=3.45, v_num=0]
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    Epoch 4:  59%|█████▉    | 19850/33666 [12:09<08:27, 27.20it/s, loss=3.4, v_num=0]
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    Epoch 4:  59%|█████▉    | 19851/33666 [12:09<08:27, 27.20it/s, loss=3.39, v_num=0]
    Epoch 4:  59%|█████▉    | 19851/33666 [12:09<08:27, 27.20it/s, loss=3.28, v_num=0]
    Epoch 4:  59%|█████▉    | 19852/33666 [12:09<08:27, 27.20it/s, loss=3.28, v_num=0]
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    Epoch 4:  59%|█████▉    | 19853/33666 [12:09<08:27, 27.20it/s, loss=3.21, v_num=0]
    Epoch 4:  59%|█████▉    | 19853/33666 [12:09<08:27, 27.20it/s, loss=3.21, v_num=0]
    Epoch 4:  59%|█████▉    | 19854/33666 [12:09<08:27, 27.20it/s, loss=3.21, v_num=0]
    Epoch 4:  59%|█████▉    | 19854/33666 [12:09<08:27, 27.20it/s, loss=3.2, v_num=0] 
    Epoch 4:  59%|█████▉    | 19855/33666 [12:10<08:27, 27.20it/s, loss=3.2, v_num=0]
    Epoch 4:  59%|█████▉    | 19855/33666 [12:10<08:27, 27.20it/s, loss=3.17, v_num=0]
    Epoch 4:  59%|█████▉    | 19856/33666 [12:10<08:27, 27.20it/s, loss=3.17, v_num=0]
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    Epoch 4:  59%|█████▉    | 19871/33666 [12:10<08:27, 27.20it/s, loss=3.1, v_num=0]
    Epoch 4:  59%|█████▉    | 19871/33666 [12:10<08:27, 27.20it/s, loss=3.26, v_num=0]
    Epoch 4:  59%|█████▉    | 19872/33666 [12:10<08:27, 27.20it/s, loss=3.26, v_num=0]
    Epoch 4:  59%|█████▉    | 19872/33666 [12:10<08:27, 27.20it/s, loss=3.15, v_num=0]
    Epoch 4:  59%|█████▉    | 19873/33666 [12:10<08:27, 27.20it/s, loss=3.15, v_num=0]
    Epoch 4:  59%|█████▉    | 19873/33666 [12:10<08:27, 27.20it/s, loss=3.18, v_num=0]
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    Epoch 4:  59%|█████▉    | 19878/33666 [12:10<08:26, 27.20it/s, loss=3.23, v_num=0]
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    Epoch 4:  59%|█████▉    | 19881/33666 [12:10<08:26, 27.20it/s, loss=3.24, v_num=0]
    Epoch 4:  59%|█████▉    | 19882/33666 [12:11<08:26, 27.20it/s, loss=3.24, v_num=0]
    Epoch 4:  59%|█████▉    | 19882/33666 [12:11<08:26, 27.20it/s, loss=3.34, v_num=0]
    Epoch 4:  59%|█████▉    | 19883/33666 [12:11<08:26, 27.20it/s, loss=3.34, v_num=0]
    Epoch 4:  59%|█████▉    | 19883/33666 [12:11<08:26, 27.20it/s, loss=3.21, v_num=0]
    Epoch 4:  59%|█████▉    | 19884/33666 [12:11<08:26, 27.20it/s, loss=3.21, v_num=0]
    Epoch 4:  59%|█████▉    | 19884/33666 [12:11<08:26, 27.20it/s, loss=3.19, v_num=0]
    Epoch 4:  59%|█████▉    | 19885/33666 [12:11<08:26, 27.20it/s, loss=3.19, v_num=0]
    Epoch 4:  59%|█████▉    | 19885/33666 [12:11<08:26, 27.20it/s, loss=3.22, v_num=0]
    Epoch 4:  59%|█████▉    | 19886/33666 [12:11<08:26, 27.20it/s, loss=3.22, v_num=0]
    Epoch 4:  59%|█████▉    | 19886/33666 [12:11<08:26, 27.20it/s, loss=3.2, v_num=0] 
    Epoch 4:  59%|█████▉    | 19887/33666 [12:11<08:26, 27.20it/s, loss=3.2, v_num=0]
    Epoch 4:  59%|█████▉    | 19887/33666 [12:11<08:26, 27.20it/s, loss=3.17, v_num=0]
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    Epoch 4:  59%|█████▉    | 19888/33666 [12:11<08:26, 27.20it/s, loss=3.25, v_num=0]
    Epoch 4:  59%|█████▉    | 19889/33666 [12:11<08:26, 27.20it/s, loss=3.25, v_num=0]
    Epoch 4:  59%|█████▉    | 19889/33666 [12:11<08:26, 27.20it/s, loss=3.38, v_num=0]
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    Epoch 4:  59%|█████▉    | 19890/33666 [12:11<08:26, 27.20it/s, loss=3.24, v_num=0]
    Epoch 4:  59%|█████▉    | 19891/33666 [12:11<08:26, 27.20it/s, loss=3.24, v_num=0]
    Epoch 4:  59%|█████▉    | 19891/33666 [12:11<08:26, 27.20it/s, loss=3.16, v_num=0]
    Epoch 4:  59%|█████▉    | 19892/33666 [12:11<08:26, 27.20it/s, loss=3.16, v_num=0]
    Epoch 4:  59%|█████▉    | 19892/33666 [12:11<08:26, 27.20it/s, loss=3.23, v_num=0]
    Epoch 4:  59%|█████▉    | 19893/33666 [12:11<08:26, 27.20it/s, loss=3.23, v_num=0]
    Epoch 4:  59%|█████▉    | 19893/33666 [12:11<08:26, 27.20it/s, loss=3.13, v_num=0]
    Epoch 4:  59%|█████▉    | 19894/33666 [12:11<08:26, 27.20it/s, loss=3.13, v_num=0]
    Epoch 4:  59%|█████▉    | 19894/33666 [12:11<08:26, 27.20it/s, loss=3.09, v_num=0]
    Epoch 4:  59%|█████▉    | 19895/33666 [12:11<08:26, 27.20it/s, loss=3.09, v_num=0]
    Epoch 4:  59%|█████▉    | 19895/33666 [12:11<08:26, 27.20it/s, loss=3.04, v_num=0]
    Epoch 4:  59%|█████▉    | 19896/33666 [12:11<08:26, 27.20it/s, loss=3.04, v_num=0]
    Epoch 4:  59%|█████▉    | 19896/33666 [12:11<08:26, 27.20it/s, loss=3.01, v_num=0]
    Epoch 4:  59%|█████▉    | 19897/33666 [12:11<08:26, 27.20it/s, loss=3.01, v_num=0]
    Epoch 4:  59%|█████▉    | 19897/33666 [12:11<08:26, 27.20it/s, loss=3.03, v_num=0]
    Epoch 4:  59%|█████▉    | 19898/33666 [12:11<08:26, 27.20it/s, loss=3.03, v_num=0]
    Epoch 4:  59%|█████▉    | 19898/33666 [12:11<08:26, 27.20it/s, loss=3.01, v_num=0]
    Epoch 4:  59%|█████▉    | 19899/33666 [12:11<08:26, 27.20it/s, loss=3.01, v_num=0]
    Epoch 4:  59%|█████▉    | 19899/33666 [12:11<08:26, 27.20it/s, loss=2.97, v_num=0]
    Epoch 4:  59%|█████▉    | 19900/33666 [12:11<08:26, 27.20it/s, loss=2.97, v_num=0]
    Epoch 4:  59%|█████▉    | 19900/33666 [12:11<08:26, 27.20it/s, loss=2.93, v_num=0]
    Epoch 4:  59%|█████▉    | 19901/33666 [12:11<08:26, 27.20it/s, loss=2.93, v_num=0]
    Epoch 4:  59%|█████▉    | 19901/33666 [12:11<08:26, 27.20it/s, loss=2.89, v_num=0]
    Epoch 4:  59%|█████▉    | 19902/33666 [12:11<08:26, 27.20it/s, loss=2.89, v_num=0]
    Epoch 4:  59%|█████▉    | 19902/33666 [12:11<08:26, 27.20it/s, loss=2.84, v_num=0]
    Epoch 4:  59%|█████▉    | 19903/33666 [12:11<08:26, 27.20it/s, loss=2.84, v_num=0]
    Epoch 4:  59%|█████▉    | 19903/33666 [12:11<08:26, 27.20it/s, loss=2.93, v_num=0]
    Epoch 4:  59%|█████▉    | 19904/33666 [12:11<08:25, 27.20it/s, loss=2.93, v_num=0]
    Epoch 4:  59%|█████▉    | 19904/33666 [12:11<08:25, 27.20it/s, loss=2.91, v_num=0]
    Epoch 4:  59%|█████▉    | 19905/33666 [12:11<08:25, 27.20it/s, loss=2.91, v_num=0]
    Epoch 4:  59%|█████▉    | 19905/33666 [12:11<08:25, 27.20it/s, loss=2.88, v_num=0]
    Epoch 4:  59%|█████▉    | 19906/33666 [12:11<08:25, 27.20it/s, loss=2.88, v_num=0]
    Epoch 4:  59%|█████▉    | 19906/33666 [12:11<08:25, 27.20it/s, loss=2.89, v_num=0]
    Epoch 4:  59%|█████▉    | 19907/33666 [12:11<08:25, 27.20it/s, loss=2.89, v_num=0]
    Epoch 4:  59%|█████▉    | 19907/33666 [12:11<08:25, 27.20it/s, loss=2.93, v_num=0]
    Epoch 4:  59%|█████▉    | 19908/33666 [12:11<08:25, 27.20it/s, loss=2.93, v_num=0]
    Epoch 4:  59%|█████▉    | 19908/33666 [12:11<08:25, 27.20it/s, loss=2.93, v_num=0]
    Epoch 4:  59%|█████▉    | 19909/33666 [12:12<08:25, 27.20it/s, loss=2.93, v_num=0]
    Epoch 4:  59%|█████▉    | 19909/33666 [12:12<08:25, 27.20it/s, loss=2.85, v_num=0]
    Epoch 4:  59%|█████▉    | 19910/33666 [12:12<08:25, 27.20it/s, loss=2.85, v_num=0]
    Epoch 4:  59%|█████▉    | 19910/33666 [12:12<08:25, 27.20it/s, loss=2.87, v_num=0]
    Epoch 4:  59%|█████▉    | 19911/33666 [12:12<08:25, 27.20it/s, loss=2.87, v_num=0]
    Epoch 4:  59%|█████▉    | 19911/33666 [12:12<08:25, 27.20it/s, loss=2.89, v_num=0]
    Epoch 4:  59%|█████▉    | 19912/33666 [12:12<08:25, 27.20it/s, loss=2.89, v_num=0]
    Epoch 4:  59%|█████▉    | 19912/33666 [12:12<08:25, 27.20it/s, loss=2.9, v_num=0] 
    Epoch 4:  59%|█████▉    | 19913/33666 [12:12<08:25, 27.20it/s, loss=2.9, v_num=0]
    Epoch 4:  59%|█████▉    | 19913/33666 [12:12<08:25, 27.20it/s, loss=2.98, v_num=0]
    Epoch 4:  59%|█████▉    | 19914/33666 [12:12<08:25, 27.20it/s, loss=2.98, v_num=0]
    Epoch 4:  59%|█████▉    | 19914/33666 [12:12<08:25, 27.20it/s, loss=2.98, v_num=0]
    Epoch 4:  59%|█████▉    | 19915/33666 [12:12<08:25, 27.20it/s, loss=2.98, v_num=0]
    Epoch 4:  59%|█████▉    | 19915/33666 [12:12<08:25, 27.20it/s, loss=2.97, v_num=0]
    Epoch 4:  59%|█████▉    | 19916/33666 [12:12<08:25, 27.20it/s, loss=2.97, v_num=0]
    Epoch 4:  59%|█████▉    | 19916/33666 [12:12<08:25, 27.20it/s, loss=2.95, v_num=0]
    Epoch 4:  59%|█████▉    | 19917/33666 [12:12<08:25, 27.20it/s, loss=2.95, v_num=0]
    Epoch 4:  59%|█████▉    | 19917/33666 [12:12<08:25, 27.20it/s, loss=2.94, v_num=0]
    Epoch 4:  59%|█████▉    | 19918/33666 [12:12<08:25, 27.20it/s, loss=2.94, v_num=0]
    Epoch 4:  59%|█████▉    | 19918/33666 [12:12<08:25, 27.20it/s, loss=2.96, v_num=0]
    Epoch 4:  59%|█████▉    | 19919/33666 [12:12<08:25, 27.20it/s, loss=2.96, v_num=0]
    Epoch 4:  59%|█████▉    | 19919/33666 [12:12<08:25, 27.20it/s, loss=2.95, v_num=0]
    Epoch 4:  59%|█████▉    | 19920/33666 [12:12<08:25, 27.20it/s, loss=2.95, v_num=0]
    Epoch 4:  59%|█████▉    | 19920/33666 [12:12<08:25, 27.20it/s, loss=2.97, v_num=0]
    Epoch 4:  59%|█████▉    | 19921/33666 [12:12<08:25, 27.20it/s, loss=2.97, v_num=0]
    Epoch 4:  59%|█████▉    | 19921/33666 [12:12<08:25, 27.20it/s, loss=2.98, v_num=0]
    Epoch 4:  59%|█████▉    | 19922/33666 [12:12<08:25, 27.20it/s, loss=2.98, v_num=0]
    Epoch 4:  59%|█████▉    | 19922/33666 [12:12<08:25, 27.20it/s, loss=3.06, v_num=0]
    Epoch 4:  59%|█████▉    | 19923/33666 [12:12<08:25, 27.20it/s, loss=3.06, v_num=0]
    Epoch 4:  59%|█████▉    | 19923/33666 [12:12<08:25, 27.20it/s, loss=3.08, v_num=0]
    Epoch 4:  59%|█████▉    | 19924/33666 [12:12<08:25, 27.20it/s, loss=3.08, v_num=0]
    Epoch 4:  59%|█████▉    | 19924/33666 [12:12<08:25, 27.20it/s, loss=3.12, v_num=0]
    Epoch 4:  59%|█████▉    | 19925/33666 [12:12<08:25, 27.20it/s, loss=3.12, v_num=0]
    Epoch 4:  59%|█████▉    | 19925/33666 [12:12<08:25, 27.20it/s, loss=3.12, v_num=0]
    Epoch 4:  59%|█████▉    | 19926/33666 [12:12<08:25, 27.20it/s, loss=3.12, v_num=0]
    Epoch 4:  59%|█████▉    | 19926/33666 [12:12<08:25, 27.20it/s, loss=3.13, v_num=0]
    Epoch 4:  59%|█████▉    | 19927/33666 [12:12<08:25, 27.20it/s, loss=3.13, v_num=0]
    Epoch 4:  59%|█████▉    | 19927/33666 [12:12<08:25, 27.20it/s, loss=3.15, v_num=0]
    Epoch 4:  59%|█████▉    | 19928/33666 [12:12<08:25, 27.20it/s, loss=3.15, v_num=0]
    Epoch 4:  59%|█████▉    | 19928/33666 [12:12<08:25, 27.20it/s, loss=3.04, v_num=0]
    Epoch 4:  59%|█████▉    | 19929/33666 [12:12<08:25, 27.20it/s, loss=3.04, v_num=0]
    Epoch 4:  59%|█████▉    | 19929/33666 [12:12<08:25, 27.20it/s, loss=3.1, v_num=0] 
    Epoch 4:  59%|█████▉    | 19930/33666 [12:12<08:25, 27.20it/s, loss=3.1, v_num=0]
    Epoch 4:  59%|█████▉    | 19930/33666 [12:12<08:25, 27.20it/s, loss=3.17, v_num=0]
    Epoch 4:  59%|█████▉    | 19931/33666 [12:12<08:24, 27.20it/s, loss=3.17, v_num=0]
    Epoch 4:  59%|█████▉    | 19931/33666 [12:12<08:24, 27.20it/s, loss=3.17, v_num=0]
    Epoch 4:  59%|█████▉    | 19932/33666 [12:12<08:24, 27.20it/s, loss=3.17, v_num=0]
    Epoch 4:  59%|█████▉    | 19932/33666 [12:12<08:24, 27.20it/s, loss=3.1, v_num=0] 
    Epoch 4:  59%|█████▉    | 19933/33666 [12:12<08:24, 27.20it/s, loss=3.1, v_num=0]
    Epoch 4:  59%|█████▉    | 19933/33666 [12:12<08:24, 27.20it/s, loss=3.09, v_num=0]
    Epoch 4:  59%|█████▉    | 19934/33666 [12:12<08:24, 27.20it/s, loss=3.09, v_num=0]
    Epoch 4:  59%|█████▉    | 19934/33666 [12:12<08:24, 27.20it/s, loss=3.07, v_num=0]
    Epoch 4:  59%|█████▉    | 19935/33666 [12:12<08:24, 27.20it/s, loss=3.07, v_num=0]
    Epoch 4:  59%|█████▉    | 19935/33666 [12:12<08:24, 27.20it/s, loss=3.18, v_num=0]
    Epoch 4:  59%|█████▉    | 19936/33666 [12:12<08:24, 27.20it/s, loss=3.18, v_num=0]
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    Epoch 4:  59%|█████▉    | 19991/33666 [12:14<08:22, 27.20it/s, loss=3.26, v_num=0]
    Epoch 4:  59%|█████▉    | 19991/33666 [12:14<08:22, 27.20it/s, loss=3.28, v_num=0]
    Epoch 4:  59%|█████▉    | 19992/33666 [12:15<08:22, 27.20it/s, loss=3.28, v_num=0]
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    Epoch 4:  59%|█████▉    | 19993/33666 [12:15<08:22, 27.20it/s, loss=3.42, v_num=0]
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    Epoch 4:  59%|█████▉    | 19994/33666 [12:15<08:22, 27.20it/s, loss=3.43, v_num=0]
    Epoch 4:  59%|█████▉    | 19994/33666 [12:15<08:22, 27.20it/s, loss=3.48, v_num=0]
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    Epoch 4:  63%|██████▎   | 21357/33666 [13:06<07:33, 27.16it/s, loss=2.78, v_num=0]
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    Epoch 4:  64%|██████▎   | 21395/33666 [13:07<07:31, 27.16it/s, loss=3.02, v_num=0]
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    Epoch 4:  64%|██████▎   | 21396/33666 [13:07<07:31, 27.16it/s, loss=3.06, v_num=0]
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    Epoch 4:  64%|██████▎   | 21398/33666 [13:07<07:31, 27.16it/s, loss=3.22, v_num=0]
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    Epoch 4:  64%|██████▎   | 21401/33666 [13:07<07:31, 27.16it/s, loss=3.2, v_num=0]
    Epoch 4:  64%|██████▎   | 21401/33666 [13:07<07:31, 27.16it/s, loss=3.26, v_num=0]
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    Epoch 4:  64%|██████▎   | 21402/33666 [13:07<07:31, 27.16it/s, loss=3.18, v_num=0]
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    Epoch 4:  64%|██████▎   | 21403/33666 [13:07<07:31, 27.16it/s, loss=3.19, v_num=0]
    Epoch 4:  64%|██████▎   | 21404/33666 [13:07<07:31, 27.16it/s, loss=3.19, v_num=0]
    Epoch 4:  64%|██████▎   | 21404/33666 [13:07<07:31, 27.16it/s, loss=3.16, v_num=0]
    Epoch 4:  64%|██████▎   | 21405/33666 [13:08<07:31, 27.16it/s, loss=3.16, v_num=0]
    Epoch 4:  64%|██████▎   | 21405/33666 [13:08<07:31, 27.16it/s, loss=3.23, v_num=0]
    Epoch 4:  64%|██████▎   | 21406/33666 [13:08<07:31, 27.16it/s, loss=3.23, v_num=0]
    Epoch 4:  64%|██████▎   | 21406/33666 [13:08<07:31, 27.16it/s, loss=3.12, v_num=0]
    Epoch 4:  64%|██████▎   | 21407/33666 [13:08<07:31, 27.16it/s, loss=3.12, v_num=0]
    Epoch 4:  64%|██████▎   | 21407/33666 [13:08<07:31, 27.16it/s, loss=2.95, v_num=0]
    Epoch 4:  64%|██████▎   | 21408/33666 [13:08<07:31, 27.16it/s, loss=2.95, v_num=0]
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    Epoch 4:  64%|██████▎   | 21409/33666 [13:08<07:31, 27.16it/s, loss=3.05, v_num=0]
    Epoch 4:  64%|██████▎   | 21409/33666 [13:08<07:31, 27.16it/s, loss=3.11, v_num=0]
    Epoch 4:  64%|██████▎   | 21410/33666 [13:08<07:31, 27.16it/s, loss=3.11, v_num=0]
    Epoch 4:  64%|██████▎   | 21410/33666 [13:08<07:31, 27.16it/s, loss=3.13, v_num=0]
    Epoch 4:  64%|██████▎   | 21411/33666 [13:08<07:31, 27.16it/s, loss=3.13, v_num=0]
    Epoch 4:  64%|██████▎   | 21411/33666 [13:08<07:31, 27.16it/s, loss=3.32, v_num=0]
    Epoch 4:  64%|██████▎   | 21412/33666 [13:08<07:31, 27.16it/s, loss=3.32, v_num=0]
    Epoch 4:  64%|██████▎   | 21412/33666 [13:08<07:31, 27.16it/s, loss=3.3, v_num=0] 
    Epoch 4:  64%|██████▎   | 21413/33666 [13:08<07:31, 27.16it/s, loss=3.3, v_num=0]
    Epoch 4:  64%|██████▎   | 21413/33666 [13:08<07:31, 27.16it/s, loss=3.29, v_num=0]
    Epoch 4:  64%|██████▎   | 21414/33666 [13:08<07:31, 27.16it/s, loss=3.29, v_num=0]
    Epoch 4:  64%|██████▎   | 21414/33666 [13:08<07:31, 27.16it/s, loss=3.35, v_num=0]
    Epoch 4:  64%|██████▎   | 21415/33666 [13:08<07:31, 27.16it/s, loss=3.35, v_num=0]
    Epoch 4:  64%|██████▎   | 21415/33666 [13:08<07:31, 27.16it/s, loss=3.44, v_num=0]
    Epoch 4:  64%|██████▎   | 21416/33666 [13:08<07:30, 27.16it/s, loss=3.44, v_num=0]
    Epoch 4:  64%|██████▎   | 21416/33666 [13:08<07:30, 27.16it/s, loss=3.35, v_num=0]
    Epoch 4:  64%|██████▎   | 21417/33666 [13:08<07:30, 27.16it/s, loss=3.35, v_num=0]
    Epoch 4:  64%|██████▎   | 21417/33666 [13:08<07:30, 27.16it/s, loss=3.19, v_num=0]
    Epoch 4:  64%|██████▎   | 21418/33666 [13:08<07:30, 27.16it/s, loss=3.19, v_num=0]
    Epoch 4:  64%|██████▎   | 21418/33666 [13:08<07:30, 27.16it/s, loss=3.16, v_num=0]
    Epoch 4:  64%|██████▎   | 21419/33666 [13:08<07:30, 27.16it/s, loss=3.16, v_num=0]
    Epoch 4:  64%|██████▎   | 21419/33666 [13:08<07:30, 27.16it/s, loss=3.14, v_num=0]
    Epoch 4:  64%|██████▎   | 21420/33666 [13:08<07:30, 27.16it/s, loss=3.14, v_num=0]
    Epoch 4:  64%|██████▎   | 21420/33666 [13:08<07:30, 27.16it/s, loss=3.31, v_num=0]
    Epoch 4:  64%|██████▎   | 21421/33666 [13:08<07:30, 27.16it/s, loss=3.31, v_num=0]
    Epoch 4:  64%|██████▎   | 21421/33666 [13:08<07:30, 27.16it/s, loss=3.36, v_num=0]
    Epoch 4:  64%|██████▎   | 21422/33666 [13:08<07:30, 27.16it/s, loss=3.36, v_num=0]
    Epoch 4:  64%|██████▎   | 21422/33666 [13:08<07:30, 27.16it/s, loss=3.39, v_num=0]
    Epoch 4:  64%|██████▎   | 21423/33666 [13:08<07:30, 27.16it/s, loss=3.39, v_num=0]
    Epoch 4:  64%|██████▎   | 21423/33666 [13:08<07:30, 27.16it/s, loss=3.43, v_num=0]
    Epoch 4:  64%|██████▎   | 21424/33666 [13:08<07:30, 27.16it/s, loss=3.43, v_num=0]
    Epoch 4:  64%|██████▎   | 21424/33666 [13:08<07:30, 27.16it/s, loss=3.48, v_num=0]
    Epoch 4:  64%|██████▎   | 21425/33666 [13:08<07:30, 27.16it/s, loss=3.48, v_num=0]
    Epoch 4:  64%|██████▎   | 21425/33666 [13:08<07:30, 27.16it/s, loss=3.41, v_num=0]
    Epoch 4:  64%|██████▎   | 21426/33666 [13:08<07:30, 27.16it/s, loss=3.41, v_num=0]
    Epoch 4:  64%|██████▎   | 21426/33666 [13:08<07:30, 27.16it/s, loss=3.46, v_num=0]
    Epoch 4:  64%|██████▎   | 21427/33666 [13:08<07:30, 27.16it/s, loss=3.46, v_num=0]
    Epoch 4:  64%|██████▎   | 21427/33666 [13:08<07:30, 27.16it/s, loss=3.42, v_num=0]
    Epoch 4:  64%|██████▎   | 21428/33666 [13:08<07:30, 27.16it/s, loss=3.42, v_num=0]
    Epoch 4:  64%|██████▎   | 21428/33666 [13:08<07:30, 27.16it/s, loss=3.31, v_num=0]
    Epoch 4:  64%|██████▎   | 21429/33666 [13:08<07:30, 27.16it/s, loss=3.31, v_num=0]
    Epoch 4:  64%|██████▎   | 21429/33666 [13:08<07:30, 27.16it/s, loss=3.26, v_num=0]
    Epoch 4:  64%|██████▎   | 21430/33666 [13:08<07:30, 27.16it/s, loss=3.26, v_num=0]
    Epoch 4:  64%|██████▎   | 21430/33666 [13:08<07:30, 27.16it/s, loss=3.13, v_num=0]
    Epoch 4:  64%|██████▎   | 21431/33666 [13:08<07:30, 27.16it/s, loss=3.13, v_num=0]
    Epoch 4:  64%|██████▎   | 21431/33666 [13:08<07:30, 27.16it/s, loss=3.03, v_num=0]
    Epoch 4:  64%|██████▎   | 21432/33666 [13:08<07:30, 27.16it/s, loss=3.03, v_num=0]
    Epoch 4:  64%|██████▎   | 21432/33666 [13:08<07:30, 27.16it/s, loss=2.96, v_num=0]
    Epoch 4:  64%|██████▎   | 21433/33666 [13:09<07:30, 27.16it/s, loss=2.96, v_num=0]
    Epoch 4:  64%|██████▎   | 21433/33666 [13:09<07:30, 27.16it/s, loss=2.87, v_num=0]
    Epoch 4:  64%|██████▎   | 21434/33666 [13:09<07:30, 27.16it/s, loss=2.87, v_num=0]
    Epoch 4:  64%|██████▎   | 21434/33666 [13:09<07:30, 27.16it/s, loss=2.74, v_num=0]
    Epoch 4:  64%|██████▎   | 21435/33666 [13:09<07:30, 27.16it/s, loss=2.74, v_num=0]
    Epoch 4:  64%|██████▎   | 21435/33666 [13:09<07:30, 27.16it/s, loss=2.68, v_num=0]
    Epoch 4:  64%|██████▎   | 21436/33666 [13:09<07:30, 27.16it/s, loss=2.68, v_num=0]
    Epoch 4:  64%|██████▎   | 21436/33666 [13:09<07:30, 27.16it/s, loss=2.71, v_num=0]
    Epoch 4:  64%|██████▎   | 21437/33666 [13:09<07:30, 27.16it/s, loss=2.71, v_num=0]
    Epoch 4:  64%|██████▎   | 21437/33666 [13:09<07:30, 27.16it/s, loss=2.72, v_num=0]
    Epoch 4:  64%|██████▎   | 21438/33666 [13:09<07:30, 27.16it/s, loss=2.72, v_num=0]
    Epoch 4:  64%|██████▎   | 21438/33666 [13:09<07:30, 27.16it/s, loss=2.67, v_num=0]
    Epoch 4:  64%|██████▎   | 21439/33666 [13:09<07:30, 27.16it/s, loss=2.67, v_num=0]
    Epoch 4:  64%|██████▎   | 21439/33666 [13:09<07:30, 27.16it/s, loss=2.63, v_num=0]
    Epoch 4:  64%|██████▎   | 21440/33666 [13:09<07:30, 27.16it/s, loss=2.63, v_num=0]
    Epoch 4:  64%|██████▎   | 21440/33666 [13:09<07:30, 27.16it/s, loss=2.59, v_num=0]
    Epoch 4:  64%|██████▎   | 21441/33666 [13:09<07:30, 27.16it/s, loss=2.59, v_num=0]
    Epoch 4:  64%|██████▎   | 21441/33666 [13:09<07:30, 27.16it/s, loss=2.56, v_num=0]
    Epoch 4:  64%|██████▎   | 21442/33666 [13:09<07:29, 27.16it/s, loss=2.56, v_num=0]
    Epoch 4:  64%|██████▎   | 21442/33666 [13:09<07:29, 27.16it/s, loss=2.45, v_num=0]
    Epoch 4:  64%|██████▎   | 21443/33666 [13:09<07:29, 27.17it/s, loss=2.45, v_num=0]
    Epoch 4:  64%|██████▎   | 21443/33666 [13:09<07:29, 27.17it/s, loss=2.56, v_num=0]
    Epoch 4:  64%|██████▎   | 21444/33666 [13:09<07:29, 27.17it/s, loss=2.56, v_num=0]
    Epoch 4:  64%|██████▎   | 21444/33666 [13:09<07:29, 27.17it/s, loss=2.54, v_num=0]
    Epoch 4:  64%|██████▎   | 21445/33666 [13:09<07:29, 27.17it/s, loss=2.54, v_num=0]
    Epoch 4:  64%|██████▎   | 21445/33666 [13:09<07:29, 27.17it/s, loss=2.56, v_num=0]
    Epoch 4:  64%|██████▎   | 21446/33666 [13:09<07:29, 27.17it/s, loss=2.56, v_num=0]
    Epoch 4:  64%|██████▎   | 21446/33666 [13:09<07:29, 27.17it/s, loss=2.5, v_num=0] 
    Epoch 4:  64%|██████▎   | 21447/33666 [13:09<07:29, 27.17it/s, loss=2.5, v_num=0]
    Epoch 4:  64%|██████▎   | 21447/33666 [13:09<07:29, 27.17it/s, loss=2.55, v_num=0]
    Epoch 4:  64%|██████▎   | 21448/33666 [13:09<07:29, 27.17it/s, loss=2.55, v_num=0]
    Epoch 4:  64%|██████▎   | 21448/33666 [13:09<07:29, 27.17it/s, loss=2.58, v_num=0]
    Epoch 4:  64%|██████▎   | 21449/33666 [13:09<07:29, 27.17it/s, loss=2.58, v_num=0]
    Epoch 4:  64%|██████▎   | 21449/33666 [13:09<07:29, 27.17it/s, loss=2.64, v_num=0]
    Epoch 4:  64%|██████▎   | 21450/33666 [13:09<07:29, 27.17it/s, loss=2.64, v_num=0]
    Epoch 4:  64%|██████▎   | 21450/33666 [13:09<07:29, 27.17it/s, loss=2.65, v_num=0]
    Epoch 4:  64%|██████▎   | 21451/33666 [13:09<07:29, 27.17it/s, loss=2.65, v_num=0]
    Epoch 4:  64%|██████▎   | 21451/33666 [13:09<07:29, 27.17it/s, loss=2.62, v_num=0]
    Epoch 4:  64%|██████▎   | 21452/33666 [13:09<07:29, 27.17it/s, loss=2.62, v_num=0]
    Epoch 4:  64%|██████▎   | 21452/33666 [13:09<07:29, 27.17it/s, loss=2.68, v_num=0]
    Epoch 4:  64%|██████▎   | 21453/33666 [13:09<07:29, 27.17it/s, loss=2.68, v_num=0]
    Epoch 4:  64%|██████▎   | 21453/33666 [13:09<07:29, 27.17it/s, loss=2.75, v_num=0]
    Epoch 4:  64%|██████▎   | 21454/33666 [13:09<07:29, 27.17it/s, loss=2.75, v_num=0]
    Epoch 4:  64%|██████▎   | 21454/33666 [13:09<07:29, 27.17it/s, loss=2.82, v_num=0]
    Epoch 4:  64%|██████▎   | 21455/33666 [13:09<07:29, 27.17it/s, loss=2.82, v_num=0]
    Epoch 4:  64%|██████▎   | 21455/33666 [13:09<07:29, 27.17it/s, loss=2.8, v_num=0] 
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    Epoch 4:  64%|██████▍   | 21494/33666 [13:11<07:28, 27.17it/s, loss=2.84, v_num=0]
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    Epoch 4:  64%|██████▍   | 21495/33666 [13:11<07:28, 27.17it/s, loss=2.89, v_num=0]
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    Epoch 4:  64%|██████▍   | 21499/33666 [13:11<07:27, 27.17it/s, loss=2.86, v_num=0]
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    Epoch 4:  64%|██████▍   | 21501/33666 [13:11<07:27, 27.17it/s, loss=2.93, v_num=0]
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    Epoch 4:  64%|██████▍   | 21502/33666 [13:11<07:27, 27.17it/s, loss=2.94, v_num=0]
    Epoch 4:  64%|██████▍   | 21503/33666 [13:11<07:27, 27.17it/s, loss=2.94, v_num=0]
    Epoch 4:  64%|██████▍   | 21503/33666 [13:11<07:27, 27.17it/s, loss=3.04, v_num=0]
    Epoch 4:  64%|██████▍   | 21504/33666 [13:11<07:27, 27.17it/s, loss=3.04, v_num=0]
    Epoch 4:  64%|██████▍   | 21504/33666 [13:11<07:27, 27.17it/s, loss=3.05, v_num=0]
    Epoch 4:  64%|██████▍   | 21505/33666 [13:11<07:27, 27.17it/s, loss=3.05, v_num=0]
    Epoch 4:  64%|██████▍   | 21505/33666 [13:11<07:27, 27.17it/s, loss=3.02, v_num=0]
    Epoch 4:  64%|██████▍   | 21506/33666 [13:11<07:27, 27.17it/s, loss=3.02, v_num=0]
    Epoch 4:  64%|██████▍   | 21506/33666 [13:11<07:27, 27.17it/s, loss=3.1, v_num=0] 
    Epoch 4:  64%|██████▍   | 21507/33666 [13:11<07:27, 27.17it/s, loss=3.1, v_num=0]
    Epoch 4:  64%|██████▍   | 21507/33666 [13:11<07:27, 27.17it/s, loss=3.01, v_num=0]
    Epoch 4:  64%|██████▍   | 21508/33666 [13:11<07:27, 27.17it/s, loss=3.01, v_num=0]
    Epoch 4:  64%|██████▍   | 21508/33666 [13:11<07:27, 27.17it/s, loss=3.16, v_num=0]
    Epoch 4:  64%|██████▍   | 21509/33666 [13:11<07:27, 27.17it/s, loss=3.16, v_num=0]
    Epoch 4:  64%|██████▍   | 21509/33666 [13:11<07:27, 27.17it/s, loss=3.1, v_num=0] 
    Epoch 4:  64%|██████▍   | 21510/33666 [13:11<07:27, 27.17it/s, loss=3.1, v_num=0]
    Epoch 4:  64%|██████▍   | 21510/33666 [13:11<07:27, 27.17it/s, loss=3.04, v_num=0]
    Epoch 4:  64%|██████▍   | 21511/33666 [13:11<07:27, 27.17it/s, loss=3.04, v_num=0]
    Epoch 4:  64%|██████▍   | 21511/33666 [13:11<07:27, 27.17it/s, loss=3.14, v_num=0]
    Epoch 4:  64%|██████▍   | 21512/33666 [13:11<07:27, 27.17it/s, loss=3.14, v_num=0]
    Epoch 4:  64%|██████▍   | 21512/33666 [13:11<07:27, 27.17it/s, loss=3.18, v_num=0]
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    Epoch 4:  64%|██████▍   | 21513/33666 [13:11<07:27, 27.17it/s, loss=3.23, v_num=0]
    Epoch 4:  64%|██████▍   | 21514/33666 [13:11<07:27, 27.17it/s, loss=3.23, v_num=0]
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    Epoch 4:  64%|██████▍   | 21515/33666 [13:11<07:27, 27.17it/s, loss=3.32, v_num=0]
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    Epoch 4:  64%|██████▍   | 21517/33666 [13:12<07:27, 27.17it/s, loss=3.4, v_num=0] 
    Epoch 4:  64%|██████▍   | 21518/33666 [13:12<07:27, 27.17it/s, loss=3.4, v_num=0]
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    Epoch 4:  64%|██████▍   | 21573/33666 [13:14<07:25, 27.17it/s, loss=3.18, v_num=0]
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    Epoch 4:  64%|██████▍   | 21575/33666 [13:14<07:25, 27.17it/s, loss=3.2, v_num=0]
    Epoch 4:  64%|██████▍   | 21575/33666 [13:14<07:25, 27.17it/s, loss=3.16, v_num=0]
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    Epoch 4:  64%|██████▍   | 21582/33666 [13:14<07:24, 27.17it/s, loss=3.13, v_num=0]
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    Epoch 4:  64%|██████▍   | 21583/33666 [13:14<07:24, 27.17it/s, loss=3.22, v_num=0]
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    Epoch 4:  64%|██████▍   | 21586/33666 [13:14<07:24, 27.17it/s, loss=3.32, v_num=0]
    Epoch 4:  64%|██████▍   | 21587/33666 [13:14<07:24, 27.17it/s, loss=3.32, v_num=0]
    Epoch 4:  64%|██████▍   | 21587/33666 [13:14<07:24, 27.17it/s, loss=3.28, v_num=0]
    Epoch 4:  64%|██████▍   | 21588/33666 [13:14<07:24, 27.17it/s, loss=3.28, v_num=0]
    Epoch 4:  64%|██████▍   | 21588/33666 [13:14<07:24, 27.17it/s, loss=3.25, v_num=0]
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    Epoch 4:  64%|██████▍   | 21589/33666 [13:14<07:24, 27.17it/s, loss=3.29, v_num=0]
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    Epoch 4:  64%|██████▍   | 21591/33666 [13:14<07:24, 27.17it/s, loss=3.23, v_num=0]
    Epoch 4:  64%|██████▍   | 21591/33666 [13:14<07:24, 27.17it/s, loss=3.26, v_num=0]
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    Epoch 4:  64%|██████▍   | 21592/33666 [13:14<07:24, 27.17it/s, loss=3.22, v_num=0]
    Epoch 4:  64%|██████▍   | 21593/33666 [13:14<07:24, 27.17it/s, loss=3.22, v_num=0]
    Epoch 4:  64%|██████▍   | 21593/33666 [13:14<07:24, 27.17it/s, loss=3.3, v_num=0] 
    Epoch 4:  64%|██████▍   | 21594/33666 [13:14<07:24, 27.17it/s, loss=3.3, v_num=0]
    Epoch 4:  64%|██████▍   | 21594/33666 [13:14<07:24, 27.17it/s, loss=3.34, v_num=0]
    Epoch 4:  64%|██████▍   | 21595/33666 [13:14<07:24, 27.17it/s, loss=3.34, v_num=0]
    Epoch 4:  64%|██████▍   | 21595/33666 [13:14<07:24, 27.17it/s, loss=3.31, v_num=0]
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    Epoch 4:  64%|██████▍   | 21596/33666 [13:14<07:24, 27.17it/s, loss=3.34, v_num=0]
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    Epoch 4:  64%|██████▍   | 21597/33666 [13:14<07:24, 27.17it/s, loss=3.22, v_num=0]
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    Epoch 4:  64%|██████▍   | 21598/33666 [13:15<07:24, 27.17it/s, loss=3.29, v_num=0]
    Epoch 4:  64%|██████▍   | 21599/33666 [13:15<07:24, 27.17it/s, loss=3.29, v_num=0]
    Epoch 4:  64%|██████▍   | 21599/33666 [13:15<07:24, 27.17it/s, loss=3.23, v_num=0]
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    Epoch 4:  64%|██████▍   | 21600/33666 [13:15<07:24, 27.17it/s, loss=3.28, v_num=0]
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    Epoch 4:  64%|██████▍   | 21601/33666 [13:15<07:24, 27.17it/s, loss=3.27, v_num=0]
    Epoch 4:  64%|██████▍   | 21602/33666 [13:15<07:24, 27.17it/s, loss=3.27, v_num=0]
    Epoch 4:  64%|██████▍   | 21602/33666 [13:15<07:24, 27.17it/s, loss=3.32, v_num=0]
    Epoch 4:  64%|██████▍   | 21603/33666 [13:15<07:24, 27.17it/s, loss=3.32, v_num=0]
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    Epoch 4:  64%|██████▍   | 21605/33666 [13:15<07:23, 27.17it/s, loss=3.41, v_num=0]
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    Epoch 4:  64%|██████▍   | 21609/33666 [13:15<07:23, 27.17it/s, loss=3.45, v_num=0]
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    Epoch 4:  64%|██████▍   | 21610/33666 [13:15<07:23, 27.17it/s, loss=3.3, v_num=0] 
    Epoch 4:  64%|██████▍   | 21611/33666 [13:15<07:23, 27.17it/s, loss=3.3, v_num=0]
    Epoch 4:  64%|██████▍   | 21611/33666 [13:15<07:23, 27.17it/s, loss=3.28, v_num=0]
    Epoch 4:  64%|██████▍   | 21612/33666 [13:15<07:23, 27.17it/s, loss=3.28, v_num=0]
    Epoch 4:  64%|██████▍   | 21612/33666 [13:15<07:23, 27.17it/s, loss=3.29, v_num=0]
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    Epoch 4:  64%|██████▍   | 21649/33666 [13:16<07:22, 27.17it/s, loss=3.3, v_num=0] 
    Epoch 4:  64%|██████▍   | 21650/33666 [13:16<07:22, 27.17it/s, loss=3.3, v_num=0]
    Epoch 4:  64%|██████▍   | 21650/33666 [13:16<07:22, 27.17it/s, loss=3.29, v_num=0]
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    Epoch 4:  64%|██████▍   | 21651/33666 [13:16<07:22, 27.17it/s, loss=3.28, v_num=0]
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    Epoch 4:  64%|██████▍   | 21652/33666 [13:16<07:22, 27.17it/s, loss=3.15, v_num=0]
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    Epoch 4:  64%|██████▍   | 21653/33666 [13:17<07:22, 27.17it/s, loss=3.16, v_num=0]
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    Epoch 4:  64%|██████▍   | 21654/33666 [13:17<07:22, 27.17it/s, loss=3.12, v_num=0]
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    Epoch 4:  64%|██████▍   | 21655/33666 [13:17<07:22, 27.17it/s, loss=3.16, v_num=0]
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    Epoch 4:  64%|██████▍   | 21656/33666 [13:17<07:22, 27.17it/s, loss=3.26, v_num=0]
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    Epoch 4:  64%|██████▍   | 21657/33666 [13:17<07:22, 27.17it/s, loss=3.17, v_num=0]
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    Epoch 4:  64%|██████▍   | 21658/33666 [13:17<07:22, 27.17it/s, loss=3.11, v_num=0]
    Epoch 4:  64%|██████▍   | 21659/33666 [13:17<07:21, 27.17it/s, loss=3.11, v_num=0]
    Epoch 4:  64%|██████▍   | 21659/33666 [13:17<07:21, 27.17it/s, loss=3.16, v_num=0]
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    Epoch 4:  64%|██████▍   | 21660/33666 [13:17<07:21, 27.17it/s, loss=3.23, v_num=0]
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    Epoch 4:  64%|██████▍   | 21661/33666 [13:17<07:21, 27.17it/s, loss=3.22, v_num=0]
    Epoch 4:  64%|██████▍   | 21662/33666 [13:17<07:21, 27.17it/s, loss=3.22, v_num=0]
    Epoch 4:  64%|██████▍   | 21662/33666 [13:17<07:21, 27.17it/s, loss=3.23, v_num=0]
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    Epoch 4:  64%|██████▍   | 21663/33666 [13:17<07:21, 27.17it/s, loss=3.27, v_num=0]
    Epoch 4:  64%|██████▍   | 21664/33666 [13:17<07:21, 27.17it/s, loss=3.27, v_num=0]
    Epoch 4:  64%|██████▍   | 21664/33666 [13:17<07:21, 27.17it/s, loss=3.33, v_num=0]
    Epoch 4:  64%|██████▍   | 21665/33666 [13:17<07:21, 27.17it/s, loss=3.33, v_num=0]
    Epoch 4:  64%|██████▍   | 21665/33666 [13:17<07:21, 27.17it/s, loss=3.27, v_num=0]
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    Epoch 4:  64%|██████▍   | 21666/33666 [13:17<07:21, 27.17it/s, loss=3.14, v_num=0]
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    Epoch 4:  64%|██████▍   | 21667/33666 [13:17<07:21, 27.17it/s, loss=3.16, v_num=0]
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    Epoch 4:  64%|██████▍   | 21668/33666 [13:17<07:21, 27.17it/s, loss=3.07, v_num=0]
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    Epoch 4:  64%|██████▍   | 21669/33666 [13:17<07:21, 27.17it/s, loss=3.03, v_num=0]
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    Epoch 4:  64%|██████▍   | 21670/33666 [13:17<07:21, 27.17it/s, loss=3.08, v_num=0]
    Epoch 4:  64%|██████▍   | 21671/33666 [13:17<07:21, 27.17it/s, loss=3.08, v_num=0]
    Epoch 4:  64%|██████▍   | 21671/33666 [13:17<07:21, 27.17it/s, loss=3.09, v_num=0]
    Epoch 4:  64%|██████▍   | 21672/33666 [13:17<07:21, 27.17it/s, loss=3.09, v_num=0]
    Epoch 4:  64%|██████▍   | 21672/33666 [13:17<07:21, 27.17it/s, loss=3.21, v_num=0]
    Epoch 4:  64%|██████▍   | 21673/33666 [13:17<07:21, 27.17it/s, loss=3.21, v_num=0]
    Epoch 4:  64%|██████▍   | 21673/33666 [13:17<07:21, 27.17it/s, loss=3.21, v_num=0]
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    Epoch 4:  64%|██████▍   | 21674/33666 [13:17<07:21, 27.17it/s, loss=3.27, v_num=0]
    Epoch 4:  64%|██████▍   | 21675/33666 [13:17<07:21, 27.17it/s, loss=3.27, v_num=0]
    Epoch 4:  64%|██████▍   | 21675/33666 [13:17<07:21, 27.17it/s, loss=3.24, v_num=0]
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    Epoch 4:  64%|██████▍   | 21678/33666 [13:17<07:21, 27.17it/s, loss=3.11, v_num=0]
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    Epoch 4:  64%|██████▍   | 21679/33666 [13:17<07:21, 27.17it/s, loss=3.16, v_num=0]
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    Epoch 4:  64%|██████▍   | 21680/33666 [13:18<07:21, 27.17it/s, loss=3.15, v_num=0]
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    Epoch 4:  64%|██████▍   | 21685/33666 [13:18<07:21, 27.17it/s, loss=3.09, v_num=0]
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    Epoch 4:  64%|██████▍   | 21689/33666 [13:18<07:20, 27.17it/s, loss=3.2, v_num=0] 
    Epoch 4:  64%|██████▍   | 21690/33666 [13:18<07:20, 27.17it/s, loss=3.2, v_num=0]
    Epoch 4:  64%|██████▍   | 21690/33666 [13:18<07:20, 27.17it/s, loss=3.17, v_num=0]
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    Epoch 4:  64%|██████▍   | 21691/33666 [13:18<07:20, 27.17it/s, loss=3.12, v_num=0]
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    Epoch 4:  64%|██████▍   | 21692/33666 [13:18<07:20, 27.17it/s, loss=3.11, v_num=0]
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    Epoch 4:  65%|██████▌   | 21928/33666 [13:26<07:11, 27.18it/s, loss=2.9, v_num=0]
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    Epoch 4:  65%|██████▌   | 22015/33666 [13:30<07:08, 27.18it/s, loss=3.31, v_num=0]
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    Epoch 4:  65%|██████▌   | 22017/33666 [13:30<07:08, 27.18it/s, loss=3.35, v_num=0]
    Epoch 4:  65%|██████▌   | 22017/33666 [13:30<07:08, 27.18it/s, loss=3.43, v_num=0]
    Epoch 4:  65%|██████▌   | 22018/33666 [13:30<07:08, 27.18it/s, loss=3.43, v_num=0]
    Epoch 4:  65%|██████▌   | 22018/33666 [13:30<07:08, 27.18it/s, loss=3.37, v_num=0]
    Epoch 4:  65%|██████▌   | 22019/33666 [13:30<07:08, 27.18it/s, loss=3.37, v_num=0]
    Epoch 4:  65%|██████▌   | 22019/33666 [13:30<07:08, 27.18it/s, loss=3.34, v_num=0]
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    Epoch 4:  68%|██████▊   | 22936/33666 [14:03<06:34, 27.18it/s, loss=3.12, v_num=0]
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    Epoch 4:  68%|██████▊   | 22950/33666 [14:04<06:34, 27.18it/s, loss=3.1, v_num=0]
    Epoch 4:  68%|██████▊   | 22950/33666 [14:04<06:34, 27.18it/s, loss=3.2, v_num=0]
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    Epoch 4:  71%|███████   | 23812/33666 [14:36<06:02, 27.18it/s, loss=3.1, v_num=0]
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    Epoch 4:  71%|███████▏  | 24016/33666 [14:43<05:55, 27.17it/s, loss=3.24, v_num=0]
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    Epoch 4:  71%|███████▏  | 24017/33666 [14:43<05:55, 27.17it/s, loss=3.3, v_num=0] 
    Epoch 4:  71%|███████▏  | 24018/33666 [14:43<05:55, 27.17it/s, loss=3.3, v_num=0]
    Epoch 4:  71%|███████▏  | 24018/33666 [14:43<05:55, 27.17it/s, loss=3.24, v_num=0]
    Epoch 4:  71%|███████▏  | 24019/33666 [14:43<05:55, 27.17it/s, loss=3.24, v_num=0]
    Epoch 4:  71%|███████▏  | 24019/33666 [14:43<05:55, 27.17it/s, loss=3.25, v_num=0]
    Epoch 4:  71%|███████▏  | 24020/33666 [14:43<05:54, 27.17it/s, loss=3.25, v_num=0]
    Epoch 4:  71%|███████▏  | 24020/33666 [14:43<05:54, 27.17it/s, loss=3.21, v_num=0]
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    Epoch 4:  71%|███████▏  | 24021/33666 [14:43<05:54, 27.17it/s, loss=3.14, v_num=0]
    Epoch 4:  71%|███████▏  | 24022/33666 [14:44<05:54, 27.17it/s, loss=3.14, v_num=0]
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    Epoch 4:  71%|███████▏  | 24023/33666 [14:44<05:54, 27.17it/s, loss=3.21, v_num=0]
    Epoch 4:  71%|███████▏  | 24024/33666 [14:44<05:54, 27.17it/s, loss=3.21, v_num=0]
    Epoch 4:  71%|███████▏  | 24024/33666 [14:44<05:54, 27.17it/s, loss=3.21, v_num=0]
    Epoch 4:  71%|███████▏  | 24025/33666 [14:44<05:54, 27.17it/s, loss=3.21, v_num=0]
    Epoch 4:  71%|███████▏  | 24025/33666 [14:44<05:54, 27.17it/s, loss=3.2, v_num=0] 
    Epoch 4:  71%|███████▏  | 24026/33666 [14:44<05:54, 27.17it/s, loss=3.2, v_num=0]
    Epoch 4:  71%|███████▏  | 24026/33666 [14:44<05:54, 27.17it/s, loss=3.16, v_num=0]
    Epoch 4:  71%|███████▏  | 24027/33666 [14:44<05:54, 27.17it/s, loss=3.16, v_num=0]
    Epoch 4:  71%|███████▏  | 24027/33666 [14:44<05:54, 27.17it/s, loss=3.17, v_num=0]
    Epoch 4:  71%|███████▏  | 24028/33666 [14:44<05:54, 27.17it/s, loss=3.17, v_num=0]
    Epoch 4:  71%|███████▏  | 24028/33666 [14:44<05:54, 27.17it/s, loss=2.96, v_num=0]
    Epoch 4:  71%|███████▏  | 24029/33666 [14:44<05:54, 27.17it/s, loss=2.96, v_num=0]
    Epoch 4:  71%|███████▏  | 24029/33666 [14:44<05:54, 27.17it/s, loss=2.92, v_num=0]
    Epoch 4:  71%|███████▏  | 24030/33666 [14:44<05:54, 27.17it/s, loss=2.92, v_num=0]
    Epoch 4:  71%|███████▏  | 24030/33666 [14:44<05:54, 27.17it/s, loss=2.97, v_num=0]
    Epoch 4:  71%|███████▏  | 24031/33666 [14:44<05:54, 27.17it/s, loss=2.97, v_num=0]
    Epoch 4:  71%|███████▏  | 24031/33666 [14:44<05:54, 27.17it/s, loss=2.94, v_num=0]
    Epoch 4:  71%|███████▏  | 24032/33666 [14:44<05:54, 27.17it/s, loss=2.94, v_num=0]
    Epoch 4:  71%|███████▏  | 24032/33666 [14:44<05:54, 27.17it/s, loss=2.9, v_num=0] 
    Epoch 4:  71%|███████▏  | 24033/33666 [14:44<05:54, 27.17it/s, loss=2.9, v_num=0]
    Epoch 4:  71%|███████▏  | 24033/33666 [14:44<05:54, 27.17it/s, loss=2.99, v_num=0]
    Epoch 4:  71%|███████▏  | 24034/33666 [14:44<05:54, 27.17it/s, loss=2.99, v_num=0]
    Epoch 4:  71%|███████▏  | 24034/33666 [14:44<05:54, 27.17it/s, loss=3.05, v_num=0]
    Epoch 4:  71%|███████▏  | 24035/33666 [14:44<05:54, 27.17it/s, loss=3.05, v_num=0]
    Epoch 4:  71%|███████▏  | 24035/33666 [14:44<05:54, 27.17it/s, loss=3.11, v_num=0]
    Epoch 4:  71%|███████▏  | 24036/33666 [14:44<05:54, 27.17it/s, loss=3.11, v_num=0]
    Epoch 4:  71%|███████▏  | 24036/33666 [14:44<05:54, 27.17it/s, loss=3.11, v_num=0]
    Epoch 4:  71%|███████▏  | 24037/33666 [14:44<05:54, 27.17it/s, loss=3.11, v_num=0]
    Epoch 4:  71%|███████▏  | 24037/33666 [14:44<05:54, 27.17it/s, loss=3.13, v_num=0]
    Epoch 4:  71%|███████▏  | 24038/33666 [14:44<05:54, 27.17it/s, loss=3.13, v_num=0]
    Epoch 4:  71%|███████▏  | 24038/33666 [14:44<05:54, 27.17it/s, loss=3.14, v_num=0]
    Epoch 4:  71%|███████▏  | 24039/33666 [14:44<05:54, 27.17it/s, loss=3.14, v_num=0]
    Epoch 4:  71%|███████▏  | 24039/33666 [14:44<05:54, 27.17it/s, loss=3.17, v_num=0]
    Epoch 4:  71%|███████▏  | 24040/33666 [14:44<05:54, 27.17it/s, loss=3.17, v_num=0]
    Epoch 4:  71%|███████▏  | 24040/33666 [14:44<05:54, 27.17it/s, loss=3.18, v_num=0]
    Epoch 4:  71%|███████▏  | 24041/33666 [14:44<05:54, 27.17it/s, loss=3.18, v_num=0]
    Epoch 4:  71%|███████▏  | 24041/33666 [14:44<05:54, 27.17it/s, loss=3.25, v_num=0]
    Epoch 4:  71%|███████▏  | 24042/33666 [14:44<05:54, 27.17it/s, loss=3.25, v_num=0]
    Epoch 4:  71%|███████▏  | 24042/33666 [14:44<05:54, 27.17it/s, loss=3.3, v_num=0] 
    Epoch 4:  71%|███████▏  | 24043/33666 [14:44<05:54, 27.17it/s, loss=3.3, v_num=0]
    Epoch 4:  71%|███████▏  | 24043/33666 [14:44<05:54, 27.17it/s, loss=3.2, v_num=0]
    Epoch 4:  71%|███████▏  | 24044/33666 [14:44<05:54, 27.17it/s, loss=3.2, v_num=0]
    Epoch 4:  71%|███████▏  | 24044/33666 [14:44<05:54, 27.17it/s, loss=3.26, v_num=0]
    Epoch 4:  71%|███████▏  | 24045/33666 [14:44<05:54, 27.17it/s, loss=3.26, v_num=0]
    Epoch 4:  71%|███████▏  | 24045/33666 [14:44<05:54, 27.17it/s, loss=3.26, v_num=0]
    Epoch 4:  71%|███████▏  | 24046/33666 [14:44<05:54, 27.17it/s, loss=3.26, v_num=0]
    Epoch 4:  71%|███████▏  | 24046/33666 [14:44<05:54, 27.17it/s, loss=3.28, v_num=0]
    Epoch 4:  71%|███████▏  | 24047/33666 [14:44<05:53, 27.17it/s, loss=3.28, v_num=0]
    Epoch 4:  71%|███████▏  | 24047/33666 [14:44<05:53, 27.17it/s, loss=3.22, v_num=0]
    Epoch 4:  71%|███████▏  | 24048/33666 [14:44<05:53, 27.17it/s, loss=3.22, v_num=0]
    Epoch 4:  71%|███████▏  | 24048/33666 [14:44<05:53, 27.17it/s, loss=3.33, v_num=0]
    Epoch 4:  71%|███████▏  | 24049/33666 [14:44<05:53, 27.17it/s, loss=3.33, v_num=0]
    Epoch 4:  71%|███████▏  | 24049/33666 [14:44<05:53, 27.17it/s, loss=3.43, v_num=0]
    Epoch 4:  71%|███████▏  | 24050/33666 [14:45<05:53, 27.17it/s, loss=3.43, v_num=0]
    Epoch 4:  71%|███████▏  | 24050/33666 [14:45<05:53, 27.17it/s, loss=3.33, v_num=0]
    Epoch 4:  71%|███████▏  | 24051/33666 [14:45<05:53, 27.17it/s, loss=3.33, v_num=0]
    Epoch 4:  71%|███████▏  | 24051/33666 [14:45<05:53, 27.17it/s, loss=3.35, v_num=0]
    Epoch 4:  71%|███████▏  | 24052/33666 [14:45<05:53, 27.17it/s, loss=3.35, v_num=0]
    Epoch 4:  71%|███████▏  | 24052/33666 [14:45<05:53, 27.17it/s, loss=3.41, v_num=0]
    Epoch 4:  71%|███████▏  | 24053/33666 [14:45<05:53, 27.17it/s, loss=3.41, v_num=0]
    Epoch 4:  71%|███████▏  | 24053/33666 [14:45<05:53, 27.17it/s, loss=3.37, v_num=0]
    Epoch 4:  71%|███████▏  | 24054/33666 [14:45<05:53, 27.17it/s, loss=3.37, v_num=0]
    Epoch 4:  71%|███████▏  | 24054/33666 [14:45<05:53, 27.17it/s, loss=3.38, v_num=0]
    Epoch 4:  71%|███████▏  | 24055/33666 [14:45<05:53, 27.17it/s, loss=3.38, v_num=0]
    Epoch 4:  71%|███████▏  | 24055/33666 [14:45<05:53, 27.17it/s, loss=3.31, v_num=0]
    Epoch 4:  71%|███████▏  | 24056/33666 [14:45<05:53, 27.17it/s, loss=3.31, v_num=0]
    Epoch 4:  71%|███████▏  | 24056/33666 [14:45<05:53, 27.17it/s, loss=3.34, v_num=0]
    Epoch 4:  71%|███████▏  | 24057/33666 [14:45<05:53, 27.17it/s, loss=3.34, v_num=0]
    Epoch 4:  71%|███████▏  | 24057/33666 [14:45<05:53, 27.17it/s, loss=3.3, v_num=0] 
    Epoch 4:  71%|███████▏  | 24058/33666 [14:45<05:53, 27.17it/s, loss=3.3, v_num=0]
    Epoch 4:  71%|███████▏  | 24058/33666 [14:45<05:53, 27.17it/s, loss=3.35, v_num=0]
    Epoch 4:  71%|███████▏  | 24059/33666 [14:45<05:53, 27.18it/s, loss=3.35, v_num=0]
    Epoch 4:  71%|███████▏  | 24059/33666 [14:45<05:53, 27.18it/s, loss=3.38, v_num=0]
    Epoch 4:  71%|███████▏  | 24060/33666 [14:45<05:53, 27.18it/s, loss=3.38, v_num=0]
    Epoch 4:  71%|███████▏  | 24060/33666 [14:45<05:53, 27.18it/s, loss=3.41, v_num=0]
    Epoch 4:  71%|███████▏  | 24061/33666 [14:45<05:53, 27.18it/s, loss=3.41, v_num=0]
    Epoch 4:  71%|███████▏  | 24061/33666 [14:45<05:53, 27.17it/s, loss=3.34, v_num=0]
    Epoch 4:  71%|███████▏  | 24062/33666 [14:45<05:53, 27.18it/s, loss=3.34, v_num=0]
    Epoch 4:  71%|███████▏  | 24062/33666 [14:45<05:53, 27.18it/s, loss=3.29, v_num=0]
    Epoch 4:  71%|███████▏  | 24063/33666 [14:45<05:53, 27.18it/s, loss=3.29, v_num=0]
    Epoch 4:  71%|███████▏  | 24063/33666 [14:45<05:53, 27.18it/s, loss=3.4, v_num=0] 
    Epoch 4:  71%|███████▏  | 24064/33666 [14:45<05:53, 27.17it/s, loss=3.4, v_num=0]
    Epoch 4:  71%|███████▏  | 24064/33666 [14:45<05:53, 27.17it/s, loss=3.42, v_num=0]
    Epoch 4:  71%|███████▏  | 24065/33666 [14:45<05:53, 27.17it/s, loss=3.42, v_num=0]
    Epoch 4:  71%|███████▏  | 24065/33666 [14:45<05:53, 27.17it/s, loss=3.48, v_num=0]
    Epoch 4:  71%|███████▏  | 24066/33666 [14:45<05:53, 27.17it/s, loss=3.48, v_num=0]
    Epoch 4:  71%|███████▏  | 24066/33666 [14:45<05:53, 27.17it/s, loss=3.48, v_num=0]
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    Epoch 4:  71%|███████▏  | 24067/33666 [14:45<05:53, 27.18it/s, loss=3.46, v_num=0]
    Epoch 4:  71%|███████▏  | 24068/33666 [14:45<05:53, 27.18it/s, loss=3.46, v_num=0]
    Epoch 4:  71%|███████▏  | 24068/33666 [14:45<05:53, 27.18it/s, loss=3.4, v_num=0] 
    Epoch 4:  71%|███████▏  | 24069/33666 [14:45<05:53, 27.18it/s, loss=3.4, v_num=0]
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    Epoch 4:  72%|███████▏  | 24075/33666 [14:45<05:52, 27.18it/s, loss=3.21, v_num=0]
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    Epoch 4:  72%|███████▏  | 24077/33666 [14:45<05:52, 27.18it/s, loss=3.04, v_num=0]
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    Epoch 4:  72%|███████▏  | 24078/33666 [14:46<05:52, 27.18it/s, loss=3.13, v_num=0]
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    Epoch 4:  72%|███████▏  | 24079/33666 [14:46<05:52, 27.18it/s, loss=3.07, v_num=0]
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    Epoch 4:  72%|███████▏  | 24080/33666 [14:46<05:52, 27.18it/s, loss=3.06, v_num=0]
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    Epoch 4:  72%|███████▏  | 24081/33666 [14:46<05:52, 27.18it/s, loss=3.07, v_num=0]
    Epoch 4:  72%|███████▏  | 24082/33666 [14:46<05:52, 27.18it/s, loss=3.07, v_num=0]
    Epoch 4:  72%|███████▏  | 24082/33666 [14:46<05:52, 27.18it/s, loss=3.03, v_num=0]
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    Epoch 4:  72%|███████▏  | 24083/33666 [14:46<05:52, 27.18it/s, loss=2.98, v_num=0]
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    Epoch 4:  72%|███████▏  | 24084/33666 [14:46<05:52, 27.18it/s, loss=2.86, v_num=0]
    Epoch 4:  72%|███████▏  | 24085/33666 [14:46<05:52, 27.18it/s, loss=2.86, v_num=0]
    Epoch 4:  72%|███████▏  | 24085/33666 [14:46<05:52, 27.18it/s, loss=2.73, v_num=0]
    Epoch 4:  72%|███████▏  | 24086/33666 [14:46<05:52, 27.18it/s, loss=2.73, v_num=0]
    Epoch 4:  72%|███████▏  | 24086/33666 [14:46<05:52, 27.18it/s, loss=2.61, v_num=0]
    Epoch 4:  72%|███████▏  | 24087/33666 [14:46<05:52, 27.18it/s, loss=2.61, v_num=0]
    Epoch 4:  72%|███████▏  | 24087/33666 [14:46<05:52, 27.18it/s, loss=2.62, v_num=0]
    Epoch 4:  72%|███████▏  | 24088/33666 [14:46<05:52, 27.18it/s, loss=2.62, v_num=0]
    Epoch 4:  72%|███████▏  | 24088/33666 [14:46<05:52, 27.18it/s, loss=2.67, v_num=0]
    Epoch 4:  72%|███████▏  | 24089/33666 [14:46<05:52, 27.18it/s, loss=2.67, v_num=0]
    Epoch 4:  72%|███████▏  | 24089/33666 [14:46<05:52, 27.18it/s, loss=2.72, v_num=0]
    Epoch 4:  72%|███████▏  | 24090/33666 [14:46<05:52, 27.18it/s, loss=2.72, v_num=0]
    Epoch 4:  72%|███████▏  | 24090/33666 [14:46<05:52, 27.18it/s, loss=2.71, v_num=0]
    Epoch 4:  72%|███████▏  | 24091/33666 [14:46<05:52, 27.18it/s, loss=2.71, v_num=0]
    Epoch 4:  72%|███████▏  | 24091/33666 [14:46<05:52, 27.18it/s, loss=2.62, v_num=0]
    Epoch 4:  72%|███████▏  | 24092/33666 [14:46<05:52, 27.18it/s, loss=2.62, v_num=0]
    Epoch 4:  72%|███████▏  | 24092/33666 [14:46<05:52, 27.18it/s, loss=2.64, v_num=0]
    Epoch 4:  72%|███████▏  | 24093/33666 [14:46<05:52, 27.18it/s, loss=2.64, v_num=0]
    Epoch 4:  72%|███████▏  | 24093/33666 [14:46<05:52, 27.18it/s, loss=2.6, v_num=0] 
    Epoch 4:  72%|███████▏  | 24094/33666 [14:46<05:52, 27.18it/s, loss=2.6, v_num=0]
    Epoch 4:  72%|███████▏  | 24094/33666 [14:46<05:52, 27.18it/s, loss=2.53, v_num=0]
    Epoch 4:  72%|███████▏  | 24095/33666 [14:46<05:52, 27.18it/s, loss=2.53, v_num=0]
    Epoch 4:  72%|███████▏  | 24095/33666 [14:46<05:52, 27.18it/s, loss=2.54, v_num=0]
    Epoch 4:  72%|███████▏  | 24096/33666 [14:46<05:52, 27.18it/s, loss=2.54, v_num=0]
    Epoch 4:  72%|███████▏  | 24096/33666 [14:46<05:52, 27.18it/s, loss=2.53, v_num=0]
    Epoch 4:  72%|███████▏  | 24097/33666 [14:46<05:52, 27.18it/s, loss=2.53, v_num=0]
    Epoch 4:  72%|███████▏  | 24097/33666 [14:46<05:52, 27.18it/s, loss=2.61, v_num=0]
    Epoch 4:  72%|███████▏  | 24098/33666 [14:46<05:52, 27.18it/s, loss=2.61, v_num=0]
    Epoch 4:  72%|███████▏  | 24098/33666 [14:46<05:52, 27.18it/s, loss=2.45, v_num=0]
    Epoch 4:  72%|███████▏  | 24099/33666 [14:46<05:52, 27.18it/s, loss=2.45, v_num=0]
    Epoch 4:  72%|███████▏  | 24099/33666 [14:46<05:52, 27.18it/s, loss=2.49, v_num=0]
    Epoch 4:  72%|███████▏  | 24100/33666 [14:46<05:52, 27.18it/s, loss=2.49, v_num=0]
    Epoch 4:  72%|███████▏  | 24100/33666 [14:46<05:52, 27.18it/s, loss=2.48, v_num=0]
    Epoch 4:  72%|███████▏  | 24101/33666 [14:46<05:51, 27.18it/s, loss=2.48, v_num=0]
    Epoch 4:  72%|███████▏  | 24101/33666 [14:46<05:51, 27.18it/s, loss=2.41, v_num=0]
    Epoch 4:  72%|███████▏  | 24102/33666 [14:46<05:51, 27.18it/s, loss=2.41, v_num=0]
    Epoch 4:  72%|███████▏  | 24102/33666 [14:46<05:51, 27.18it/s, loss=2.48, v_num=0]
    Epoch 4:  72%|███████▏  | 24103/33666 [14:46<05:51, 27.17it/s, loss=2.48, v_num=0]
    Epoch 4:  72%|███████▏  | 24103/33666 [14:46<05:51, 27.17it/s, loss=2.46, v_num=0]
    Epoch 4:  72%|███████▏  | 24104/33666 [14:46<05:51, 27.17it/s, loss=2.46, v_num=0]
    Epoch 4:  72%|███████▏  | 24104/33666 [14:46<05:51, 27.17it/s, loss=2.47, v_num=0]
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    Epoch 4:  72%|███████▏  | 24105/33666 [14:47<05:51, 27.18it/s, loss=2.55, v_num=0]
    Epoch 4:  72%|███████▏  | 24106/33666 [14:47<05:51, 27.18it/s, loss=2.55, v_num=0]
    Epoch 4:  72%|███████▏  | 24106/33666 [14:47<05:51, 27.18it/s, loss=2.74, v_num=0]
    Epoch 4:  72%|███████▏  | 24107/33666 [14:47<05:51, 27.18it/s, loss=2.74, v_num=0]
    Epoch 4:  72%|███████▏  | 24107/33666 [14:47<05:51, 27.18it/s, loss=2.74, v_num=0]
    Epoch 4:  72%|███████▏  | 24108/33666 [14:47<05:51, 27.18it/s, loss=2.74, v_num=0]
    Epoch 4:  72%|███████▏  | 24108/33666 [14:47<05:51, 27.18it/s, loss=2.75, v_num=0]
    Epoch 4:  72%|███████▏  | 24109/33666 [14:47<05:51, 27.17it/s, loss=2.75, v_num=0]
    Epoch 4:  72%|███████▏  | 24109/33666 [14:47<05:51, 27.17it/s, loss=2.75, v_num=0]
    Epoch 4:  72%|███████▏  | 24110/33666 [14:47<05:51, 27.17it/s, loss=2.75, v_num=0]
    Epoch 4:  72%|███████▏  | 24110/33666 [14:47<05:51, 27.17it/s, loss=2.79, v_num=0]
    Epoch 4:  72%|███████▏  | 24111/33666 [14:47<05:51, 27.17it/s, loss=2.79, v_num=0]
    Epoch 4:  72%|███████▏  | 24111/33666 [14:47<05:51, 27.17it/s, loss=2.79, v_num=0]
    Epoch 4:  72%|███████▏  | 24112/33666 [14:47<05:51, 27.17it/s, loss=2.79, v_num=0]
    Epoch 4:  72%|███████▏  | 24112/33666 [14:47<05:51, 27.17it/s, loss=2.78, v_num=0]
    Epoch 4:  72%|███████▏  | 24113/33666 [14:47<05:51, 27.17it/s, loss=2.78, v_num=0]
    Epoch 4:  72%|███████▏  | 24113/33666 [14:47<05:51, 27.17it/s, loss=2.83, v_num=0]
    Epoch 4:  72%|███████▏  | 24114/33666 [14:47<05:51, 27.17it/s, loss=2.83, v_num=0]
    Epoch 4:  72%|███████▏  | 24114/33666 [14:47<05:51, 27.17it/s, loss=2.9, v_num=0] 
    Epoch 4:  72%|███████▏  | 24115/33666 [14:47<05:51, 27.17it/s, loss=2.9, v_num=0]
    Epoch 4:  72%|███████▏  | 24115/33666 [14:47<05:51, 27.17it/s, loss=2.92, v_num=0]
    Epoch 4:  72%|███████▏  | 24116/33666 [14:47<05:51, 27.17it/s, loss=2.92, v_num=0]
    Epoch 4:  72%|███████▏  | 24116/33666 [14:47<05:51, 27.17it/s, loss=3, v_num=0]   
    Epoch 4:  72%|███████▏  | 24117/33666 [14:47<05:51, 27.17it/s, loss=3, v_num=0]
    Epoch 4:  72%|███████▏  | 24117/33666 [14:47<05:51, 27.17it/s, loss=2.97, v_num=0]
    Epoch 4:  72%|███████▏  | 24118/33666 [14:47<05:51, 27.17it/s, loss=2.97, v_num=0]
    Epoch 4:  72%|███████▏  | 24118/33666 [14:47<05:51, 27.17it/s, loss=2.96, v_num=0]
    Epoch 4:  72%|███████▏  | 24119/33666 [14:47<05:51, 27.17it/s, loss=2.96, v_num=0]
    Epoch 4:  72%|███████▏  | 24119/33666 [14:47<05:51, 27.17it/s, loss=2.89, v_num=0]
    Epoch 4:  72%|███████▏  | 24120/33666 [14:47<05:51, 27.17it/s, loss=2.89, v_num=0]
    Epoch 4:  72%|███████▏  | 24120/33666 [14:47<05:51, 27.17it/s, loss=2.97, v_num=0]
    Epoch 4:  72%|███████▏  | 24121/33666 [14:47<05:51, 27.17it/s, loss=2.97, v_num=0]
    Epoch 4:  72%|███████▏  | 24121/33666 [14:47<05:51, 27.17it/s, loss=3.04, v_num=0]
    Epoch 4:  72%|███████▏  | 24122/33666 [14:47<05:51, 27.17it/s, loss=3.04, v_num=0]
    Epoch 4:  72%|███████▏  | 24122/33666 [14:47<05:51, 27.17it/s, loss=3.03, v_num=0]
    Epoch 4:  72%|███████▏  | 24123/33666 [14:47<05:51, 27.17it/s, loss=3.03, v_num=0]
    Epoch 4:  72%|███████▏  | 24123/33666 [14:47<05:51, 27.17it/s, loss=3.03, v_num=0]
    Epoch 4:  72%|███████▏  | 24124/33666 [14:47<05:51, 27.17it/s, loss=3.03, v_num=0]
    Epoch 4:  72%|███████▏  | 24124/33666 [14:47<05:51, 27.17it/s, loss=3.08, v_num=0]
    Epoch 4:  72%|███████▏  | 24125/33666 [14:47<05:51, 27.18it/s, loss=3.08, v_num=0]
    Epoch 4:  72%|███████▏  | 24125/33666 [14:47<05:51, 27.18it/s, loss=3.09, v_num=0]
    Epoch 4:  72%|███████▏  | 24126/33666 [14:47<05:51, 27.18it/s, loss=3.09, v_num=0]
    Epoch 4:  72%|███████▏  | 24126/33666 [14:47<05:51, 27.18it/s, loss=2.98, v_num=0]
    Epoch 4:  72%|███████▏  | 24127/33666 [14:47<05:51, 27.18it/s, loss=2.98, v_num=0]
    Epoch 4:  72%|███████▏  | 24127/33666 [14:47<05:51, 27.18it/s, loss=3.01, v_num=0]
    Epoch 4:  72%|███████▏  | 24128/33666 [14:47<05:50, 27.17it/s, loss=3.01, v_num=0]
    Epoch 4:  72%|███████▏  | 24128/33666 [14:47<05:50, 27.17it/s, loss=2.92, v_num=0]
    Epoch 4:  72%|███████▏  | 24129/33666 [14:47<05:50, 27.18it/s, loss=2.92, v_num=0]
    Epoch 4:  72%|███████▏  | 24129/33666 [14:47<05:50, 27.18it/s, loss=2.87, v_num=0]
    Epoch 4:  72%|███████▏  | 24130/33666 [14:47<05:50, 27.18it/s, loss=2.87, v_num=0]
    Epoch 4:  72%|███████▏  | 24130/33666 [14:47<05:50, 27.18it/s, loss=2.91, v_num=0]
    Epoch 4:  72%|███████▏  | 24131/33666 [14:47<05:50, 27.18it/s, loss=2.91, v_num=0]
    Epoch 4:  72%|███████▏  | 24131/33666 [14:47<05:50, 27.18it/s, loss=2.88, v_num=0]
    Epoch 4:  72%|███████▏  | 24132/33666 [14:48<05:50, 27.18it/s, loss=2.88, v_num=0]
    Epoch 4:  72%|███████▏  | 24132/33666 [14:48<05:50, 27.18it/s, loss=2.92, v_num=0]
    Epoch 4:  72%|███████▏  | 24133/33666 [14:48<05:50, 27.18it/s, loss=2.92, v_num=0]
    Epoch 4:  72%|███████▏  | 24133/33666 [14:48<05:50, 27.18it/s, loss=2.93, v_num=0]
    Epoch 4:  72%|███████▏  | 24134/33666 [14:48<05:50, 27.18it/s, loss=2.93, v_num=0]
    Epoch 4:  72%|███████▏  | 24134/33666 [14:48<05:50, 27.18it/s, loss=2.96, v_num=0]
    Epoch 4:  72%|███████▏  | 24135/33666 [14:48<05:50, 27.18it/s, loss=2.96, v_num=0]
    Epoch 4:  72%|███████▏  | 24135/33666 [14:48<05:50, 27.18it/s, loss=2.93, v_num=0]
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    Epoch 4:  72%|███████▏  | 24136/33666 [14:48<05:50, 27.18it/s, loss=2.96, v_num=0]
    Epoch 4:  72%|███████▏  | 24137/33666 [14:48<05:50, 27.18it/s, loss=2.96, v_num=0]
    Epoch 4:  72%|███████▏  | 24137/33666 [14:48<05:50, 27.18it/s, loss=3.02, v_num=0]
    Epoch 4:  72%|███████▏  | 24138/33666 [14:48<05:50, 27.18it/s, loss=3.02, v_num=0]
    Epoch 4:  72%|███████▏  | 24138/33666 [14:48<05:50, 27.18it/s, loss=3.12, v_num=0]
    Epoch 4:  72%|███████▏  | 24139/33666 [14:48<05:50, 27.18it/s, loss=3.12, v_num=0]
    Epoch 4:  72%|███████▏  | 24139/33666 [14:48<05:50, 27.18it/s, loss=3.26, v_num=0]
    Epoch 4:  72%|███████▏  | 24140/33666 [14:48<05:50, 27.18it/s, loss=3.26, v_num=0]
    Epoch 4:  72%|███████▏  | 24140/33666 [14:48<05:50, 27.18it/s, loss=3.13, v_num=0]
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    Epoch 4:  72%|███████▏  | 24141/33666 [14:48<05:50, 27.18it/s, loss=3.1, v_num=0] 
    Epoch 4:  72%|███████▏  | 24142/33666 [14:48<05:50, 27.18it/s, loss=3.1, v_num=0]
    Epoch 4:  72%|███████▏  | 24142/33666 [14:48<05:50, 27.18it/s, loss=3.07, v_num=0]
    Epoch 4:  72%|███████▏  | 24143/33666 [14:48<05:50, 27.18it/s, loss=3.07, v_num=0]
    Epoch 4:  72%|███████▏  | 24143/33666 [14:48<05:50, 27.18it/s, loss=3.17, v_num=0]
    Epoch 4:  72%|███████▏  | 24144/33666 [14:48<05:50, 27.18it/s, loss=3.17, v_num=0]
    Epoch 4:  72%|███████▏  | 24144/33666 [14:48<05:50, 27.18it/s, loss=3.14, v_num=0]
    Epoch 4:  72%|███████▏  | 24145/33666 [14:48<05:50, 27.18it/s, loss=3.14, v_num=0]
    Epoch 4:  72%|███████▏  | 24145/33666 [14:48<05:50, 27.18it/s, loss=3.08, v_num=0]
    Epoch 4:  72%|███████▏  | 24146/33666 [14:48<05:50, 27.18it/s, loss=3.08, v_num=0]
    Epoch 4:  72%|███████▏  | 24146/33666 [14:48<05:50, 27.18it/s, loss=3.12, v_num=0]
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    Epoch 4:  72%|███████▏  | 24147/33666 [14:48<05:50, 27.18it/s, loss=3.12, v_num=0]
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    Epoch 4:  72%|███████▏  | 24148/33666 [14:48<05:50, 27.18it/s, loss=3.17, v_num=0]
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    Epoch 4:  72%|███████▏  | 24151/33666 [14:48<05:50, 27.18it/s, loss=3.19, v_num=0]
    Epoch 4:  72%|███████▏  | 24152/33666 [14:48<05:50, 27.18it/s, loss=3.19, v_num=0]
    Epoch 4:  72%|███████▏  | 24152/33666 [14:48<05:50, 27.18it/s, loss=3.19, v_num=0]
    Epoch 4:  72%|███████▏  | 24153/33666 [14:48<05:50, 27.18it/s, loss=3.19, v_num=0]
    Epoch 4:  72%|███████▏  | 24153/33666 [14:48<05:50, 27.18it/s, loss=3.15, v_num=0]
    Epoch 4:  72%|███████▏  | 24154/33666 [14:48<05:50, 27.18it/s, loss=3.15, v_num=0]
    Epoch 4:  72%|███████▏  | 24154/33666 [14:48<05:50, 27.18it/s, loss=3.09, v_num=0]
    Epoch 4:  72%|███████▏  | 24155/33666 [14:48<05:49, 27.18it/s, loss=3.09, v_num=0]
    Epoch 4:  72%|███████▏  | 24155/33666 [14:48<05:49, 27.18it/s, loss=3.05, v_num=0]
    Epoch 4:  72%|███████▏  | 24156/33666 [14:48<05:49, 27.18it/s, loss=3.05, v_num=0]
    Epoch 4:  72%|███████▏  | 24156/33666 [14:48<05:49, 27.18it/s, loss=3.14, v_num=0]
    Epoch 4:  72%|███████▏  | 24157/33666 [14:48<05:49, 27.18it/s, loss=3.14, v_num=0]
    Epoch 4:  72%|███████▏  | 24157/33666 [14:48<05:49, 27.18it/s, loss=3.06, v_num=0]
    Epoch 4:  72%|███████▏  | 24158/33666 [14:48<05:49, 27.18it/s, loss=3.06, v_num=0]
    Epoch 4:  72%|███████▏  | 24158/33666 [14:48<05:49, 27.18it/s, loss=3.03, v_num=0]
    Epoch 4:  72%|███████▏  | 24159/33666 [14:48<05:49, 27.18it/s, loss=3.03, v_num=0]
    Epoch 4:  72%|███████▏  | 24159/33666 [14:48<05:49, 27.18it/s, loss=3.03, v_num=0]
    Epoch 4:  72%|███████▏  | 24160/33666 [14:49<05:49, 27.18it/s, loss=3.03, v_num=0]
    Epoch 4:  72%|███████▏  | 24160/33666 [14:49<05:49, 27.18it/s, loss=3.16, v_num=0]
    Epoch 4:  72%|███████▏  | 24161/33666 [14:49<05:49, 27.18it/s, loss=3.16, v_num=0]
    Epoch 4:  72%|███████▏  | 24161/33666 [14:49<05:49, 27.18it/s, loss=3.3, v_num=0] 
    Epoch 4:  72%|███████▏  | 24162/33666 [14:49<05:49, 27.18it/s, loss=3.3, v_num=0]
    Epoch 4:  72%|███████▏  | 24162/33666 [14:49<05:49, 27.18it/s, loss=3.25, v_num=0]
    Epoch 4:  72%|███████▏  | 24163/33666 [14:49<05:49, 27.18it/s, loss=3.25, v_num=0]
    Epoch 4:  72%|███████▏  | 24163/33666 [14:49<05:49, 27.18it/s, loss=3.18, v_num=0]
    Epoch 4:  72%|███████▏  | 24164/33666 [14:49<05:49, 27.18it/s, loss=3.18, v_num=0]
    Epoch 4:  72%|███████▏  | 24164/33666 [14:49<05:49, 27.18it/s, loss=3.19, v_num=0]
    Epoch 4:  72%|███████▏  | 24165/33666 [14:49<05:49, 27.18it/s, loss=3.19, v_num=0]
    Epoch 4:  72%|███████▏  | 24165/33666 [14:49<05:49, 27.18it/s, loss=3.2, v_num=0] 
    Epoch 4:  72%|███████▏  | 24166/33666 [14:49<05:49, 27.18it/s, loss=3.2, v_num=0]
    Epoch 4:  72%|███████▏  | 24166/33666 [14:49<05:49, 27.18it/s, loss=3.24, v_num=0]
    Epoch 4:  72%|███████▏  | 24167/33666 [14:49<05:49, 27.18it/s, loss=3.24, v_num=0]
    Epoch 4:  72%|███████▏  | 24167/33666 [14:49<05:49, 27.18it/s, loss=3.24, v_num=0]
    Epoch 4:  72%|███████▏  | 24168/33666 [14:49<05:49, 27.18it/s, loss=3.24, v_num=0]
    Epoch 4:  72%|███████▏  | 24168/33666 [14:49<05:49, 27.18it/s, loss=3.2, v_num=0] 
    Epoch 4:  72%|███████▏  | 24169/33666 [14:49<05:49, 27.18it/s, loss=3.2, v_num=0]
    Epoch 4:  72%|███████▏  | 24169/33666 [14:49<05:49, 27.18it/s, loss=3.14, v_num=0]
    Epoch 4:  72%|███████▏  | 24170/33666 [14:49<05:49, 27.18it/s, loss=3.14, v_num=0]
    Epoch 4:  72%|███████▏  | 24170/33666 [14:49<05:49, 27.18it/s, loss=3.14, v_num=0]
    Epoch 4:  72%|███████▏  | 24171/33666 [14:49<05:49, 27.18it/s, loss=3.14, v_num=0]
    Epoch 4:  72%|███████▏  | 24171/33666 [14:49<05:49, 27.18it/s, loss=3.22, v_num=0]
    Epoch 4:  72%|███████▏  | 24172/33666 [14:49<05:49, 27.18it/s, loss=3.22, v_num=0]
    Epoch 4:  72%|███████▏  | 24172/33666 [14:49<05:49, 27.18it/s, loss=3.3, v_num=0] 
    Epoch 4:  72%|███████▏  | 24173/33666 [14:49<05:49, 27.18it/s, loss=3.3, v_num=0]
    Epoch 4:  72%|███████▏  | 24173/33666 [14:49<05:49, 27.18it/s, loss=3.28, v_num=0]
    Epoch 4:  72%|███████▏  | 24174/33666 [14:49<05:49, 27.18it/s, loss=3.28, v_num=0]
    Epoch 4:  72%|███████▏  | 24174/33666 [14:49<05:49, 27.18it/s, loss=3.28, v_num=0]
    Epoch 4:  72%|███████▏  | 24175/33666 [14:49<05:49, 27.18it/s, loss=3.28, v_num=0]
    Epoch 4:  72%|███████▏  | 24175/33666 [14:49<05:49, 27.18it/s, loss=3.3, v_num=0] 
    Epoch 4:  72%|███████▏  | 24176/33666 [14:49<05:49, 27.18it/s, loss=3.3, v_num=0]
    Epoch 4:  72%|███████▏  | 24176/33666 [14:49<05:49, 27.18it/s, loss=3.15, v_num=0]
    Epoch 4:  72%|███████▏  | 24177/33666 [14:49<05:49, 27.18it/s, loss=3.15, v_num=0]
    Epoch 4:  72%|███████▏  | 24177/33666 [14:49<05:49, 27.18it/s, loss=3.07, v_num=0]
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    Epoch 4:  72%|███████▏  | 24178/33666 [14:49<05:49, 27.18it/s, loss=3.06, v_num=0]
    Epoch 4:  72%|███████▏  | 24179/33666 [14:49<05:49, 27.18it/s, loss=3.06, v_num=0]
    Epoch 4:  72%|███████▏  | 24179/33666 [14:49<05:49, 27.18it/s, loss=3.01, v_num=0]
    Epoch 4:  72%|███████▏  | 24180/33666 [14:49<05:49, 27.18it/s, loss=3.01, v_num=0]
    Epoch 4:  72%|███████▏  | 24180/33666 [14:49<05:49, 27.18it/s, loss=2.95, v_num=0]
    Epoch 4:  72%|███████▏  | 24181/33666 [14:49<05:48, 27.18it/s, loss=2.95, v_num=0]
    Epoch 4:  72%|███████▏  | 24181/33666 [14:49<05:48, 27.18it/s, loss=2.8, v_num=0] 
    Epoch 4:  72%|███████▏  | 24182/33666 [14:49<05:48, 27.18it/s, loss=2.8, v_num=0]
    Epoch 4:  72%|███████▏  | 24182/33666 [14:49<05:48, 27.18it/s, loss=2.9, v_num=0]
    Epoch 4:  72%|███████▏  | 24183/33666 [14:49<05:48, 27.18it/s, loss=2.9, v_num=0]
    Epoch 4:  72%|███████▏  | 24183/33666 [14:49<05:48, 27.18it/s, loss=2.9, v_num=0]
    Epoch 4:  72%|███████▏  | 24184/33666 [14:49<05:48, 27.18it/s, loss=2.9, v_num=0]
    Epoch 4:  72%|███████▏  | 24184/33666 [14:49<05:48, 27.18it/s, loss=2.89, v_num=0]
    Epoch 4:  72%|███████▏  | 24185/33666 [14:49<05:48, 27.18it/s, loss=2.89, v_num=0]
    Epoch 4:  72%|███████▏  | 24185/33666 [14:49<05:48, 27.18it/s, loss=2.99, v_num=0]
    Epoch 4:  72%|███████▏  | 24186/33666 [14:49<05:48, 27.18it/s, loss=2.99, v_num=0]
    Epoch 4:  72%|███████▏  | 24186/33666 [14:49<05:48, 27.18it/s, loss=2.93, v_num=0]
    Epoch 4:  72%|███████▏  | 24187/33666 [14:49<05:48, 27.18it/s, loss=2.93, v_num=0]
    Epoch 4:  72%|███████▏  | 24187/33666 [14:49<05:48, 27.18it/s, loss=2.97, v_num=0]
    Epoch 4:  72%|███████▏  | 24188/33666 [14:49<05:48, 27.18it/s, loss=2.97, v_num=0]
    Epoch 4:  72%|███████▏  | 24188/33666 [14:49<05:48, 27.18it/s, loss=3.08, v_num=0]
    Epoch 4:  72%|███████▏  | 24189/33666 [14:50<05:48, 27.18it/s, loss=3.08, v_num=0]
    Epoch 4:  72%|███████▏  | 24189/33666 [14:50<05:48, 27.18it/s, loss=3.15, v_num=0]
    Epoch 4:  72%|███████▏  | 24190/33666 [14:50<05:48, 27.18it/s, loss=3.15, v_num=0]
    Epoch 4:  72%|███████▏  | 24190/33666 [14:50<05:48, 27.18it/s, loss=3.21, v_num=0]
    Epoch 4:  72%|███████▏  | 24191/33666 [14:50<05:48, 27.18it/s, loss=3.21, v_num=0]
    Epoch 4:  72%|███████▏  | 24191/33666 [14:50<05:48, 27.18it/s, loss=3.11, v_num=0]
    Epoch 4:  72%|███████▏  | 24192/33666 [14:50<05:48, 27.18it/s, loss=3.11, v_num=0]
    Epoch 4:  72%|███████▏  | 24192/33666 [14:50<05:48, 27.18it/s, loss=3.02, v_num=0]
    Epoch 4:  72%|███████▏  | 24193/33666 [14:50<05:48, 27.18it/s, loss=3.02, v_num=0]
    Epoch 4:  72%|███████▏  | 24193/33666 [14:50<05:48, 27.18it/s, loss=3.04, v_num=0]
    Epoch 4:  72%|███████▏  | 24194/33666 [14:50<05:48, 27.18it/s, loss=3.04, v_num=0]
    Epoch 4:  72%|███████▏  | 24194/33666 [14:50<05:48, 27.18it/s, loss=3, v_num=0]   
    Epoch 4:  72%|███████▏  | 24195/33666 [14:50<05:48, 27.18it/s, loss=3, v_num=0]
    Epoch 4:  72%|███████▏  | 24195/33666 [14:50<05:48, 27.18it/s, loss=3.02, v_num=0]
    Epoch 4:  72%|███████▏  | 24196/33666 [14:50<05:48, 27.18it/s, loss=3.02, v_num=0]
    Epoch 4:  72%|███████▏  | 24196/33666 [14:50<05:48, 27.18it/s, loss=3.11, v_num=0]
    Epoch 4:  72%|███████▏  | 24197/33666 [14:50<05:48, 27.18it/s, loss=3.11, v_num=0]
    Epoch 4:  72%|███████▏  | 24197/33666 [14:50<05:48, 27.18it/s, loss=3.13, v_num=0]
    Epoch 4:  72%|███████▏  | 24198/33666 [14:50<05:48, 27.18it/s, loss=3.13, v_num=0]
    Epoch 4:  72%|███████▏  | 24198/33666 [14:50<05:48, 27.18it/s, loss=3.2, v_num=0] 
    Epoch 4:  72%|███████▏  | 24199/33666 [14:50<05:48, 27.18it/s, loss=3.2, v_num=0]
    Epoch 4:  72%|███████▏  | 24199/33666 [14:50<05:48, 27.18it/s, loss=3.2, v_num=0]
    Epoch 4:  72%|███████▏  | 24200/33666 [14:50<05:48, 27.18it/s, loss=3.2, v_num=0]
    Epoch 4:  72%|███████▏  | 24200/33666 [14:50<05:48, 27.18it/s, loss=3.21, v_num=0]
    Epoch 4:  72%|███████▏  | 24201/33666 [14:50<05:48, 27.18it/s, loss=3.21, v_num=0]
    Epoch 4:  72%|███████▏  | 24201/33666 [14:50<05:48, 27.18it/s, loss=3.18, v_num=0]
    Epoch 4:  72%|███████▏  | 24202/33666 [14:50<05:48, 27.18it/s, loss=3.18, v_num=0]
    Epoch 4:  72%|███████▏  | 24202/33666 [14:50<05:48, 27.18it/s, loss=3.2, v_num=0] 
    Epoch 4:  72%|███████▏  | 24203/33666 [14:50<05:48, 27.18it/s, loss=3.2, v_num=0]
    Epoch 4:  72%|███████▏  | 24203/33666 [14:50<05:48, 27.18it/s, loss=3.23, v_num=0]
    Epoch 4:  72%|███████▏  | 24204/33666 [14:50<05:48, 27.18it/s, loss=3.23, v_num=0]
    Epoch 4:  72%|███████▏  | 24204/33666 [14:50<05:48, 27.18it/s, loss=3.23, v_num=0]
    Epoch 4:  72%|███████▏  | 24205/33666 [14:50<05:48, 27.18it/s, loss=3.23, v_num=0]
    Epoch 4:  72%|███████▏  | 24205/33666 [14:50<05:48, 27.18it/s, loss=3.23, v_num=0]
    Epoch 4:  72%|███████▏  | 24206/33666 [14:50<05:48, 27.18it/s, loss=3.23, v_num=0]
    Epoch 4:  72%|███████▏  | 24206/33666 [14:50<05:48, 27.18it/s, loss=3.25, v_num=0]
    Epoch 4:  72%|███████▏  | 24207/33666 [14:50<05:48, 27.18it/s, loss=3.25, v_num=0]
    Epoch 4:  72%|███████▏  | 24207/33666 [14:50<05:48, 27.18it/s, loss=3.21, v_num=0]
    Epoch 4:  72%|███████▏  | 24208/33666 [14:50<05:47, 27.18it/s, loss=3.21, v_num=0]
    Epoch 4:  72%|███████▏  | 24208/33666 [14:50<05:47, 27.18it/s, loss=3.12, v_num=0]
    Epoch 4:  72%|███████▏  | 24209/33666 [14:50<05:47, 27.18it/s, loss=3.12, v_num=0]
    Epoch 4:  72%|███████▏  | 24209/33666 [14:50<05:47, 27.18it/s, loss=3.1, v_num=0] 
    Epoch 4:  72%|███████▏  | 24210/33666 [14:50<05:47, 27.18it/s, loss=3.1, v_num=0]
    Epoch 4:  72%|███████▏  | 24210/33666 [14:50<05:47, 27.18it/s, loss=3.13, v_num=0]
    Epoch 4:  72%|███████▏  | 24211/33666 [14:50<05:47, 27.18it/s, loss=3.13, v_num=0]
    Epoch 4:  72%|███████▏  | 24211/33666 [14:50<05:47, 27.18it/s, loss=3.13, v_num=0]
    Epoch 4:  72%|███████▏  | 24212/33666 [14:50<05:47, 27.18it/s, loss=3.13, v_num=0]
    Epoch 4:  72%|███████▏  | 24212/33666 [14:50<05:47, 27.18it/s, loss=3.13, v_num=0]
    Epoch 4:  72%|███████▏  | 24213/33666 [14:50<05:47, 27.18it/s, loss=3.13, v_num=0]
    Epoch 4:  72%|███████▏  | 24213/33666 [14:50<05:47, 27.18it/s, loss=3.06, v_num=0]
    Epoch 4:  72%|███████▏  | 24214/33666 [14:50<05:47, 27.18it/s, loss=3.06, v_num=0]
    Epoch 4:  72%|███████▏  | 24214/33666 [14:50<05:47, 27.18it/s, loss=3.13, v_num=0]
    Epoch 4:  72%|███████▏  | 24215/33666 [14:50<05:47, 27.18it/s, loss=3.13, v_num=0]
    Epoch 4:  72%|███████▏  | 24215/33666 [14:50<05:47, 27.18it/s, loss=3.21, v_num=0]
    Epoch 4:  72%|███████▏  | 24216/33666 [14:50<05:47, 27.18it/s, loss=3.21, v_num=0]
    Epoch 4:  72%|███████▏  | 24216/33666 [14:50<05:47, 27.18it/s, loss=3.21, v_num=0]
    Epoch 4:  72%|███████▏  | 24217/33666 [14:51<05:47, 27.18it/s, loss=3.21, v_num=0]
    Epoch 4:  72%|███████▏  | 24217/33666 [14:51<05:47, 27.18it/s, loss=3.33, v_num=0]
    Epoch 4:  72%|███████▏  | 24218/33666 [14:51<05:47, 27.18it/s, loss=3.33, v_num=0]
    Epoch 4:  72%|███████▏  | 24218/33666 [14:51<05:47, 27.18it/s, loss=3.22, v_num=0]
    Epoch 4:  72%|███████▏  | 24219/33666 [14:51<05:47, 27.18it/s, loss=3.22, v_num=0]
    Epoch 4:  72%|███████▏  | 24219/33666 [14:51<05:47, 27.18it/s, loss=3.22, v_num=0]
    Epoch 4:  72%|███████▏  | 24220/33666 [14:51<05:47, 27.18it/s, loss=3.22, v_num=0]
    Epoch 4:  72%|███████▏  | 24220/33666 [14:51<05:47, 27.18it/s, loss=3.24, v_num=0]
    Epoch 4:  72%|███████▏  | 24221/33666 [14:51<05:47, 27.18it/s, loss=3.24, v_num=0]
    Epoch 4:  72%|███████▏  | 24221/33666 [14:51<05:47, 27.18it/s, loss=3.22, v_num=0]
    Epoch 4:  72%|███████▏  | 24222/33666 [14:51<05:47, 27.18it/s, loss=3.22, v_num=0]
    Epoch 4:  72%|███████▏  | 24222/33666 [14:51<05:47, 27.18it/s, loss=3.2, v_num=0] 
    Epoch 4:  72%|███████▏  | 24223/33666 [14:51<05:47, 27.18it/s, loss=3.2, v_num=0]
    Epoch 4:  72%|███████▏  | 24223/33666 [14:51<05:47, 27.18it/s, loss=3.27, v_num=0]
    Epoch 4:  72%|███████▏  | 24224/33666 [14:51<05:47, 27.18it/s, loss=3.27, v_num=0]
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    Epoch 4:  72%|███████▏  | 24225/33666 [14:51<05:47, 27.18it/s, loss=3.2, v_num=0]
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    Epoch 4:  72%|███████▏  | 24226/33666 [14:51<05:47, 27.18it/s, loss=3.11, v_num=0]
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    Epoch 4:  72%|███████▏  | 24228/33666 [14:51<05:47, 27.18it/s, loss=3.1, v_num=0]
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    Epoch 4:  72%|███████▏  | 24229/33666 [14:51<05:47, 27.18it/s, loss=3.11, v_num=0]
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    Epoch 4:  72%|███████▏  | 24230/33666 [14:51<05:47, 27.18it/s, loss=3.16, v_num=0]
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    Epoch 4:  72%|███████▏  | 24231/33666 [14:51<05:47, 27.18it/s, loss=3.2, v_num=0] 
    Epoch 4:  72%|███████▏  | 24232/33666 [14:51<05:47, 27.18it/s, loss=3.2, v_num=0]
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    Epoch 4:  72%|███████▏  | 24234/33666 [14:51<05:47, 27.18it/s, loss=3.42, v_num=0]
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    Epoch 4:  72%|███████▏  | 24235/33666 [14:51<05:46, 27.18it/s, loss=3.33, v_num=0]
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    Epoch 4:  72%|███████▏  | 24236/33666 [14:51<05:46, 27.18it/s, loss=3.24, v_num=0]
    Epoch 4:  72%|███████▏  | 24237/33666 [14:51<05:46, 27.18it/s, loss=3.24, v_num=0]
    Epoch 4:  72%|███████▏  | 24237/33666 [14:51<05:46, 27.18it/s, loss=3.19, v_num=0]
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    Epoch 4:  72%|███████▏  | 24238/33666 [14:51<05:46, 27.18it/s, loss=3.17, v_num=0]
    Epoch 4:  72%|███████▏  | 24239/33666 [14:51<05:46, 27.18it/s, loss=3.17, v_num=0]
    Epoch 4:  72%|███████▏  | 24239/33666 [14:51<05:46, 27.18it/s, loss=3.34, v_num=0]
    Epoch 4:  72%|███████▏  | 24240/33666 [14:51<05:46, 27.18it/s, loss=3.34, v_num=0]
    Epoch 4:  72%|███████▏  | 24240/33666 [14:51<05:46, 27.18it/s, loss=3.3, v_num=0] 
    Epoch 4:  72%|███████▏  | 24241/33666 [14:51<05:46, 27.18it/s, loss=3.3, v_num=0]
    Epoch 4:  72%|███████▏  | 24241/33666 [14:51<05:46, 27.18it/s, loss=3.48, v_num=0]
    Epoch 4:  72%|███████▏  | 24242/33666 [14:51<05:46, 27.18it/s, loss=3.48, v_num=0]
    Epoch 4:  72%|███████▏  | 24242/33666 [14:51<05:46, 27.18it/s, loss=3.38, v_num=0]
    Epoch 4:  72%|███████▏  | 24243/33666 [14:51<05:46, 27.18it/s, loss=3.38, v_num=0]
    Epoch 4:  72%|███████▏  | 24243/33666 [14:51<05:46, 27.18it/s, loss=3.32, v_num=0]
    Epoch 4:  72%|███████▏  | 24244/33666 [14:52<05:46, 27.18it/s, loss=3.32, v_num=0]
    Epoch 4:  72%|███████▏  | 24244/33666 [14:52<05:46, 27.18it/s, loss=3.44, v_num=0]
    Epoch 4:  72%|███████▏  | 24245/33666 [14:52<05:46, 27.18it/s, loss=3.44, v_num=0]
    Epoch 4:  72%|███████▏  | 24245/33666 [14:52<05:46, 27.18it/s, loss=3.43, v_num=0]
    Epoch 4:  72%|███████▏  | 24246/33666 [14:52<05:46, 27.18it/s, loss=3.43, v_num=0]
    Epoch 4:  72%|███████▏  | 24246/33666 [14:52<05:46, 27.18it/s, loss=3.46, v_num=0]
    Epoch 4:  72%|███████▏  | 24247/33666 [14:52<05:46, 27.18it/s, loss=3.46, v_num=0]
    Epoch 4:  72%|███████▏  | 24247/33666 [14:52<05:46, 27.18it/s, loss=3.45, v_num=0]
    Epoch 4:  72%|███████▏  | 24248/33666 [14:52<05:46, 27.18it/s, loss=3.45, v_num=0]
    Epoch 4:  72%|███████▏  | 24248/33666 [14:52<05:46, 27.18it/s, loss=3.48, v_num=0]
    Epoch 4:  72%|███████▏  | 24249/33666 [14:52<05:46, 27.18it/s, loss=3.48, v_num=0]
    Epoch 4:  72%|███████▏  | 24249/33666 [14:52<05:46, 27.18it/s, loss=3.5, v_num=0] 
    Epoch 4:  72%|███████▏  | 24250/33666 [14:52<05:46, 27.18it/s, loss=3.5, v_num=0]
    Epoch 4:  72%|███████▏  | 24250/33666 [14:52<05:46, 27.18it/s, loss=3.38, v_num=0]
    Epoch 4:  72%|███████▏  | 24251/33666 [14:52<05:46, 27.18it/s, loss=3.38, v_num=0]
    Epoch 4:  72%|███████▏  | 24251/33666 [14:52<05:46, 27.18it/s, loss=3.36, v_num=0]
    Epoch 4:  72%|███████▏  | 24252/33666 [14:52<05:46, 27.18it/s, loss=3.36, v_num=0]
    Epoch 4:  72%|███████▏  | 24252/33666 [14:52<05:46, 27.18it/s, loss=3.29, v_num=0]
    Epoch 4:  72%|███████▏  | 24253/33666 [14:52<05:46, 27.18it/s, loss=3.29, v_num=0]
    Epoch 4:  72%|███████▏  | 24253/33666 [14:52<05:46, 27.18it/s, loss=3.28, v_num=0]
    Epoch 4:  72%|███████▏  | 24254/33666 [14:52<05:46, 27.18it/s, loss=3.28, v_num=0]
    Epoch 4:  72%|███████▏  | 24254/33666 [14:52<05:46, 27.18it/s, loss=3.24, v_num=0]
    Epoch 4:  72%|███████▏  | 24255/33666 [14:52<05:46, 27.18it/s, loss=3.24, v_num=0]
    Epoch 4:  72%|███████▏  | 24255/33666 [14:52<05:46, 27.18it/s, loss=3.23, v_num=0]
    Epoch 4:  72%|███████▏  | 24256/33666 [14:52<05:46, 27.18it/s, loss=3.23, v_num=0]
    Epoch 4:  72%|███████▏  | 24256/33666 [14:52<05:46, 27.18it/s, loss=3.39, v_num=0]
    Epoch 4:  72%|███████▏  | 24257/33666 [14:52<05:46, 27.18it/s, loss=3.39, v_num=0]
    Epoch 4:  72%|███████▏  | 24257/33666 [14:52<05:46, 27.18it/s, loss=3.33, v_num=0]
    Epoch 4:  72%|███████▏  | 24258/33666 [14:52<05:46, 27.18it/s, loss=3.33, v_num=0]
    Epoch 4:  72%|███████▏  | 24258/33666 [14:52<05:46, 27.18it/s, loss=3.42, v_num=0]
    Epoch 4:  72%|███████▏  | 24259/33666 [14:52<05:46, 27.18it/s, loss=3.42, v_num=0]
    Epoch 4:  72%|███████▏  | 24259/33666 [14:52<05:46, 27.18it/s, loss=3.15, v_num=0]
    Epoch 4:  72%|███████▏  | 24260/33666 [14:52<05:46, 27.18it/s, loss=3.15, v_num=0]
    Epoch 4:  72%|███████▏  | 24260/33666 [14:52<05:46, 27.18it/s, loss=3.16, v_num=0]
    Epoch 4:  72%|███████▏  | 24261/33666 [14:52<05:46, 27.18it/s, loss=3.16, v_num=0]
    Epoch 4:  72%|███████▏  | 24261/33666 [14:52<05:46, 27.18it/s, loss=3.19, v_num=0]
    Epoch 4:  72%|███████▏  | 24262/33666 [14:52<05:46, 27.18it/s, loss=3.19, v_num=0]
    Epoch 4:  72%|███████▏  | 24262/33666 [14:52<05:46, 27.18it/s, loss=3.21, v_num=0]
    Epoch 4:  72%|███████▏  | 24263/33666 [14:52<05:45, 27.18it/s, loss=3.21, v_num=0]
    Epoch 4:  72%|███████▏  | 24263/33666 [14:52<05:45, 27.18it/s, loss=3.16, v_num=0]
    Epoch 4:  72%|███████▏  | 24264/33666 [14:52<05:45, 27.18it/s, loss=3.16, v_num=0]
    Epoch 4:  72%|███████▏  | 24264/33666 [14:52<05:45, 27.18it/s, loss=3.17, v_num=0]
    Epoch 4:  72%|███████▏  | 24265/33666 [14:52<05:45, 27.18it/s, loss=3.17, v_num=0]
    Epoch 4:  72%|███████▏  | 24265/33666 [14:52<05:45, 27.18it/s, loss=3.14, v_num=0]
    Epoch 4:  72%|███████▏  | 24266/33666 [14:52<05:45, 27.18it/s, loss=3.14, v_num=0]
    Epoch 4:  72%|███████▏  | 24266/33666 [14:52<05:45, 27.18it/s, loss=3.12, v_num=0]
    Epoch 4:  72%|███████▏  | 24267/33666 [14:52<05:45, 27.18it/s, loss=3.12, v_num=0]
    Epoch 4:  72%|███████▏  | 24267/33666 [14:52<05:45, 27.18it/s, loss=3.13, v_num=0]
    Epoch 4:  72%|███████▏  | 24268/33666 [14:52<05:45, 27.18it/s, loss=3.13, v_num=0]
    Epoch 4:  72%|███████▏  | 24268/33666 [14:52<05:45, 27.18it/s, loss=3.13, v_num=0]
    Epoch 4:  72%|███████▏  | 24269/33666 [14:52<05:45, 27.18it/s, loss=3.13, v_num=0]
    Epoch 4:  72%|███████▏  | 24269/33666 [14:52<05:45, 27.18it/s, loss=3.09, v_num=0]
    Epoch 4:  72%|███████▏  | 24270/33666 [14:52<05:45, 27.18it/s, loss=3.09, v_num=0]
    Epoch 4:  72%|███████▏  | 24270/33666 [14:52<05:45, 27.18it/s, loss=3.11, v_num=0]
    Epoch 4:  72%|███████▏  | 24271/33666 [14:53<05:45, 27.18it/s, loss=3.11, v_num=0]
    Epoch 4:  72%|███████▏  | 24271/33666 [14:53<05:45, 27.18it/s, loss=3.09, v_num=0]
    Epoch 4:  72%|███████▏  | 24272/33666 [14:53<05:45, 27.18it/s, loss=3.09, v_num=0]
    Epoch 4:  72%|███████▏  | 24272/33666 [14:53<05:45, 27.18it/s, loss=3.18, v_num=0]
    Epoch 4:  72%|███████▏  | 24273/33666 [14:53<05:45, 27.18it/s, loss=3.18, v_num=0]
    Epoch 4:  72%|███████▏  | 24273/33666 [14:53<05:45, 27.18it/s, loss=3.24, v_num=0]
    Epoch 4:  72%|███████▏  | 24274/33666 [14:53<05:45, 27.18it/s, loss=3.24, v_num=0]
    Epoch 4:  72%|███████▏  | 24274/33666 [14:53<05:45, 27.18it/s, loss=3.32, v_num=0]
    Epoch 4:  72%|███████▏  | 24275/33666 [14:53<05:45, 27.18it/s, loss=3.32, v_num=0]
    Epoch 4:  72%|███████▏  | 24275/33666 [14:53<05:45, 27.18it/s, loss=3.35, v_num=0]
    Epoch 4:  72%|███████▏  | 24276/33666 [14:53<05:45, 27.18it/s, loss=3.35, v_num=0]
    Epoch 4:  72%|███████▏  | 24276/33666 [14:53<05:45, 27.18it/s, loss=3.26, v_num=0]
    Epoch 4:  72%|███████▏  | 24277/33666 [14:53<05:45, 27.18it/s, loss=3.26, v_num=0]
    Epoch 4:  72%|███████▏  | 24277/33666 [14:53<05:45, 27.18it/s, loss=3.21, v_num=0]
    Epoch 4:  72%|███████▏  | 24278/33666 [14:53<05:45, 27.18it/s, loss=3.21, v_num=0]
    Epoch 4:  72%|███████▏  | 24278/33666 [14:53<05:45, 27.18it/s, loss=3.12, v_num=0]
    Epoch 4:  72%|███████▏  | 24279/33666 [14:53<05:45, 27.18it/s, loss=3.12, v_num=0]
    Epoch 4:  72%|███████▏  | 24279/33666 [14:53<05:45, 27.18it/s, loss=3.2, v_num=0] 
    Epoch 4:  72%|███████▏  | 24280/33666 [14:53<05:45, 27.18it/s, loss=3.2, v_num=0]
    Epoch 4:  72%|███████▏  | 24280/33666 [14:53<05:45, 27.18it/s, loss=3.24, v_num=0]
    Epoch 4:  72%|███████▏  | 24281/33666 [14:53<05:45, 27.18it/s, loss=3.24, v_num=0]
    Epoch 4:  72%|███████▏  | 24281/33666 [14:53<05:45, 27.18it/s, loss=3.12, v_num=0]
    Epoch 4:  72%|███████▏  | 24282/33666 [14:53<05:45, 27.18it/s, loss=3.12, v_num=0]
    Epoch 4:  72%|███████▏  | 24282/33666 [14:53<05:45, 27.18it/s, loss=3.25, v_num=0]
    Epoch 4:  72%|███████▏  | 24283/33666 [14:53<05:45, 27.18it/s, loss=3.25, v_num=0]
    Epoch 4:  72%|███████▏  | 24283/33666 [14:53<05:45, 27.18it/s, loss=3.26, v_num=0]
    Epoch 4:  72%|███████▏  | 24284/33666 [14:53<05:45, 27.18it/s, loss=3.26, v_num=0]
    Epoch 4:  72%|███████▏  | 24284/33666 [14:53<05:45, 27.18it/s, loss=3.18, v_num=0]
    Epoch 4:  72%|███████▏  | 24285/33666 [14:53<05:45, 27.18it/s, loss=3.18, v_num=0]
    Epoch 4:  72%|███████▏  | 24285/33666 [14:53<05:45, 27.18it/s, loss=3.23, v_num=0]
    Epoch 4:  72%|███████▏  | 24286/33666 [14:53<05:45, 27.18it/s, loss=3.23, v_num=0]
    Epoch 4:  72%|███████▏  | 24286/33666 [14:53<05:45, 27.18it/s, loss=3.25, v_num=0]
    Epoch 4:  72%|███████▏  | 24287/33666 [14:53<05:45, 27.18it/s, loss=3.25, v_num=0]
    Epoch 4:  72%|███████▏  | 24287/33666 [14:53<05:45, 27.18it/s, loss=3.26, v_num=0]
    Epoch 4:  72%|███████▏  | 24288/33666 [14:53<05:45, 27.18it/s, loss=3.26, v_num=0]
    Epoch 4:  72%|███████▏  | 24288/33666 [14:53<05:45, 27.18it/s, loss=3.21, v_num=0]
    Epoch 4:  72%|███████▏  | 24289/33666 [14:53<05:45, 27.18it/s, loss=3.21, v_num=0]
    Epoch 4:  72%|███████▏  | 24289/33666 [14:53<05:45, 27.18it/s, loss=3.34, v_num=0]
    Epoch 4:  72%|███████▏  | 24290/33666 [14:53<05:44, 27.18it/s, loss=3.34, v_num=0]
    Epoch 4:  72%|███████▏  | 24290/33666 [14:53<05:44, 27.18it/s, loss=3.39, v_num=0]
    Epoch 4:  72%|███████▏  | 24291/33666 [14:53<05:44, 27.18it/s, loss=3.39, v_num=0]
    Epoch 4:  72%|███████▏  | 24291/33666 [14:53<05:44, 27.18it/s, loss=3.45, v_num=0]
    Epoch 4:  72%|███████▏  | 24292/33666 [14:53<05:44, 27.18it/s, loss=3.45, v_num=0]
    Epoch 4:  72%|███████▏  | 24292/33666 [14:53<05:44, 27.18it/s, loss=3.35, v_num=0]
    Epoch 4:  72%|███████▏  | 24293/33666 [14:53<05:44, 27.18it/s, loss=3.35, v_num=0]
    Epoch 4:  72%|███████▏  | 24293/33666 [14:53<05:44, 27.18it/s, loss=3.38, v_num=0]
    Epoch 4:  72%|███████▏  | 24294/33666 [14:53<05:44, 27.18it/s, loss=3.38, v_num=0]
    Epoch 4:  72%|███████▏  | 24294/33666 [14:53<05:44, 27.18it/s, loss=3.35, v_num=0]
    Epoch 4:  72%|███████▏  | 24295/33666 [14:53<05:44, 27.18it/s, loss=3.35, v_num=0]
    Epoch 4:  72%|███████▏  | 24295/33666 [14:53<05:44, 27.18it/s, loss=3.32, v_num=0]
    Epoch 4:  72%|███████▏  | 24296/33666 [14:53<05:44, 27.18it/s, loss=3.32, v_num=0]
    Epoch 4:  72%|███████▏  | 24296/33666 [14:53<05:44, 27.18it/s, loss=3.27, v_num=0]
    Epoch 4:  72%|███████▏  | 24297/33666 [14:53<05:44, 27.18it/s, loss=3.27, v_num=0]
    Epoch 4:  72%|███████▏  | 24297/33666 [14:53<05:44, 27.18it/s, loss=3.39, v_num=0]
    Epoch 4:  72%|███████▏  | 24298/33666 [14:53<05:44, 27.18it/s, loss=3.39, v_num=0]
    Epoch 4:  72%|███████▏  | 24298/33666 [14:53<05:44, 27.18it/s, loss=3.5, v_num=0] 
    Epoch 4:  72%|███████▏  | 24299/33666 [14:54<05:44, 27.18it/s, loss=3.5, v_num=0]
    Epoch 4:  72%|███████▏  | 24299/33666 [14:54<05:44, 27.18it/s, loss=3.46, v_num=0]
    Epoch 4:  72%|███████▏  | 24300/33666 [14:54<05:44, 27.18it/s, loss=3.46, v_num=0]
    Epoch 4:  72%|███████▏  | 24300/33666 [14:54<05:44, 27.18it/s, loss=3.43, v_num=0]
    Epoch 4:  72%|███████▏  | 24301/33666 [14:54<05:44, 27.18it/s, loss=3.43, v_num=0]
    Epoch 4:  72%|███████▏  | 24301/33666 [14:54<05:44, 27.18it/s, loss=3.44, v_num=0]
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    Epoch 4:  72%|███████▏  | 24312/33666 [14:54<05:44, 27.18it/s, loss=3.3, v_num=0] 
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    Epoch 4:  72%|███████▏  | 24325/33666 [14:54<05:43, 27.18it/s, loss=3.07, v_num=0]
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    Epoch 4:  72%|███████▏  | 24327/33666 [14:55<05:43, 27.18it/s, loss=2.95, v_num=0]
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    Epoch 4:  72%|███████▏  | 24328/33666 [14:55<05:43, 27.18it/s, loss=2.93, v_num=0]
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    Epoch 4:  72%|███████▏  | 24330/33666 [14:55<05:43, 27.18it/s, loss=2.97, v_num=0]
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    Epoch 4:  72%|███████▏  | 24331/33666 [14:55<05:43, 27.18it/s, loss=3.04, v_num=0]
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    Epoch 4:  72%|███████▏  | 24336/33666 [14:55<05:43, 27.18it/s, loss=3.1, v_num=0] 
    Epoch 4:  72%|███████▏  | 24337/33666 [14:55<05:43, 27.18it/s, loss=3.1, v_num=0]
    Epoch 4:  72%|███████▏  | 24337/33666 [14:55<05:43, 27.18it/s, loss=3.27, v_num=0]
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    Epoch 4:  72%|███████▏  | 24343/33666 [14:55<05:43, 27.18it/s, loss=3.41, v_num=0]
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    Epoch 4:  72%|███████▏  | 24348/33666 [14:55<05:42, 27.18it/s, loss=3.38, v_num=0]
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    Epoch 4:  72%|███████▏  | 24350/33666 [14:55<05:42, 27.18it/s, loss=3.4, v_num=0] 
    Epoch 4:  72%|███████▏  | 24351/33666 [14:55<05:42, 27.18it/s, loss=3.4, v_num=0]
    Epoch 4:  72%|███████▏  | 24351/33666 [14:55<05:42, 27.18it/s, loss=3.36, v_num=0]
    Epoch 4:  72%|███████▏  | 24352/33666 [14:55<05:42, 27.18it/s, loss=3.36, v_num=0]
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    Epoch 4:  72%|███████▏  | 24353/33666 [14:56<05:42, 27.18it/s, loss=3.37, v_num=0]
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    Epoch 4:  72%|███████▏  | 24354/33666 [14:56<05:42, 27.18it/s, loss=3.32, v_num=0]
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    Epoch 4:  72%|███████▏  | 24355/33666 [14:56<05:42, 27.18it/s, loss=3.27, v_num=0]
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    Epoch 4:  72%|███████▏  | 24356/33666 [14:56<05:42, 27.18it/s, loss=3.3, v_num=0] 
    Epoch 4:  72%|███████▏  | 24357/33666 [14:56<05:42, 27.18it/s, loss=3.3, v_num=0]
    Epoch 4:  72%|███████▏  | 24357/33666 [14:56<05:42, 27.18it/s, loss=3.25, v_num=0]
    Epoch 4:  72%|███████▏  | 24358/33666 [14:56<05:42, 27.18it/s, loss=3.25, v_num=0]
    Epoch 4:  72%|███████▏  | 24358/33666 [14:56<05:42, 27.18it/s, loss=3.23, v_num=0]
    Epoch 4:  72%|███████▏  | 24359/33666 [14:56<05:42, 27.18it/s, loss=3.23, v_num=0]
    Epoch 4:  72%|███████▏  | 24359/33666 [14:56<05:42, 27.18it/s, loss=3.18, v_num=0]
    Epoch 4:  72%|███████▏  | 24360/33666 [14:56<05:42, 27.18it/s, loss=3.18, v_num=0]
    Epoch 4:  72%|███████▏  | 24360/33666 [14:56<05:42, 27.18it/s, loss=3.14, v_num=0]
    Epoch 4:  72%|███████▏  | 24361/33666 [14:56<05:42, 27.18it/s, loss=3.14, v_num=0]
    Epoch 4:  72%|███████▏  | 24361/33666 [14:56<05:42, 27.18it/s, loss=3.08, v_num=0]
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    Epoch 4:  72%|███████▏  | 24363/33666 [14:56<05:42, 27.18it/s, loss=3.08, v_num=0]
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    Epoch 4:  72%|███████▏  | 24364/33666 [14:56<05:42, 27.18it/s, loss=3.16, v_num=0]
    Epoch 4:  72%|███████▏  | 24365/33666 [14:56<05:42, 27.18it/s, loss=3.16, v_num=0]
    Epoch 4:  72%|███████▏  | 24365/33666 [14:56<05:42, 27.18it/s, loss=3.09, v_num=0]
    Epoch 4:  72%|███████▏  | 24366/33666 [14:56<05:42, 27.18it/s, loss=3.09, v_num=0]
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    Epoch 4:  72%|███████▏  | 24367/33666 [14:56<05:42, 27.18it/s, loss=3.21, v_num=0]
    Epoch 4:  72%|███████▏  | 24367/33666 [14:56<05:42, 27.18it/s, loss=3.21, v_num=0]
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    Epoch 4:  72%|███████▏  | 24369/33666 [14:56<05:42, 27.18it/s, loss=3.22, v_num=0]
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    Epoch 4:  72%|███████▏  | 24370/33666 [14:56<05:42, 27.18it/s, loss=3.28, v_num=0]
    Epoch 4:  72%|███████▏  | 24371/33666 [14:56<05:42, 27.18it/s, loss=3.28, v_num=0]
    Epoch 4:  72%|███████▏  | 24371/33666 [14:56<05:42, 27.18it/s, loss=3.23, v_num=0]
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    Epoch 4:  72%|███████▏  | 24374/33666 [14:56<05:41, 27.18it/s, loss=3.35, v_num=0]
    Epoch 4:  72%|███████▏  | 24374/33666 [14:56<05:41, 27.18it/s, loss=3.26, v_num=0]
    Epoch 4:  72%|███████▏  | 24375/33666 [14:56<05:41, 27.18it/s, loss=3.26, v_num=0]
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    Epoch 4:  72%|███████▏  | 24376/33666 [14:56<05:41, 27.18it/s, loss=3.18, v_num=0]
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    Epoch 4:  72%|███████▏  | 24380/33666 [14:57<05:41, 27.18it/s, loss=3.09, v_num=0]
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    Epoch 4:  72%|███████▏  | 24384/33666 [14:57<05:41, 27.18it/s, loss=3.14, v_num=0]
    Epoch 4:  72%|███████▏  | 24384/33666 [14:57<05:41, 27.18it/s, loss=3.16, v_num=0]
    Epoch 4:  72%|███████▏  | 24385/33666 [14:57<05:41, 27.18it/s, loss=3.16, v_num=0]
    Epoch 4:  72%|███████▏  | 24385/33666 [14:57<05:41, 27.18it/s, loss=3.18, v_num=0]
    Epoch 4:  72%|███████▏  | 24386/33666 [14:57<05:41, 27.18it/s, loss=3.18, v_num=0]
    Epoch 4:  72%|███████▏  | 24386/33666 [14:57<05:41, 27.18it/s, loss=3.2, v_num=0] 
    Epoch 4:  72%|███████▏  | 24387/33666 [14:57<05:41, 27.18it/s, loss=3.2, v_num=0]
    Epoch 4:  72%|███████▏  | 24387/33666 [14:57<05:41, 27.18it/s, loss=3.3, v_num=0]
    Epoch 4:  72%|███████▏  | 24388/33666 [14:57<05:41, 27.18it/s, loss=3.3, v_num=0]
    Epoch 4:  72%|███████▏  | 24388/33666 [14:57<05:41, 27.18it/s, loss=3.31, v_num=0]
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    Epoch 4:  72%|███████▏  | 24389/33666 [14:57<05:41, 27.17it/s, loss=3.23, v_num=0]
    Epoch 4:  72%|███████▏  | 24390/33666 [14:57<05:41, 27.17it/s, loss=3.23, v_num=0]
    Epoch 4:  72%|███████▏  | 24390/33666 [14:57<05:41, 27.17it/s, loss=3.19, v_num=0]
    Epoch 4:  72%|███████▏  | 24391/33666 [14:57<05:41, 27.17it/s, loss=3.19, v_num=0]
    Epoch 4:  72%|███████▏  | 24391/33666 [14:57<05:41, 27.17it/s, loss=3.19, v_num=0]
    Epoch 4:  72%|███████▏  | 24392/33666 [14:57<05:41, 27.17it/s, loss=3.19, v_num=0]
    Epoch 4:  72%|███████▏  | 24392/33666 [14:57<05:41, 27.17it/s, loss=3.15, v_num=0]
    Epoch 4:  72%|███████▏  | 24393/33666 [14:57<05:41, 27.17it/s, loss=3.15, v_num=0]
    Epoch 4:  72%|███████▏  | 24393/33666 [14:57<05:41, 27.17it/s, loss=3.25, v_num=0]
    Epoch 4:  72%|███████▏  | 24394/33666 [14:57<05:41, 27.17it/s, loss=3.25, v_num=0]
    Epoch 4:  72%|███████▏  | 24394/33666 [14:57<05:41, 27.17it/s, loss=3.32, v_num=0]
    Epoch 4:  72%|███████▏  | 24395/33666 [14:57<05:41, 27.17it/s, loss=3.32, v_num=0]
    Epoch 4:  72%|███████▏  | 24395/33666 [14:57<05:41, 27.17it/s, loss=3.41, v_num=0]
    Epoch 4:  72%|███████▏  | 24396/33666 [14:57<05:41, 27.17it/s, loss=3.41, v_num=0]
    Epoch 4:  72%|███████▏  | 24396/33666 [14:57<05:41, 27.17it/s, loss=3.5, v_num=0] 
    Epoch 4:  72%|███████▏  | 24397/33666 [14:57<05:41, 27.17it/s, loss=3.5, v_num=0]
    Epoch 4:  72%|███████▏  | 24397/33666 [14:57<05:41, 27.17it/s, loss=3.51, v_num=0]
    Epoch 4:  72%|███████▏  | 24398/33666 [14:57<05:41, 27.17it/s, loss=3.51, v_num=0]
    Epoch 4:  72%|███████▏  | 24398/33666 [14:57<05:41, 27.17it/s, loss=3.48, v_num=0]
    Epoch 4:  72%|███████▏  | 24399/33666 [14:57<05:41, 27.17it/s, loss=3.48, v_num=0]
    Epoch 4:  72%|███████▏  | 24399/33666 [14:57<05:41, 27.17it/s, loss=3.41, v_num=0]
    Epoch 4:  72%|███████▏  | 24400/33666 [14:57<05:40, 27.17it/s, loss=3.41, v_num=0]
    Epoch 4:  72%|███████▏  | 24400/33666 [14:57<05:40, 27.17it/s, loss=3.39, v_num=0]
    Epoch 4:  72%|███████▏  | 24401/33666 [14:57<05:40, 27.17it/s, loss=3.39, v_num=0]
    Epoch 4:  72%|███████▏  | 24401/33666 [14:57<05:40, 27.17it/s, loss=3.31, v_num=0]
    Epoch 4:  72%|███████▏  | 24402/33666 [14:58<05:40, 27.17it/s, loss=3.31, v_num=0]
    Epoch 4:  72%|███████▏  | 24402/33666 [14:58<05:40, 27.17it/s, loss=3.3, v_num=0] 
    Epoch 4:  72%|███████▏  | 24403/33666 [14:58<05:40, 27.17it/s, loss=3.3, v_num=0]
    Epoch 4:  72%|███████▏  | 24403/33666 [14:58<05:40, 27.17it/s, loss=3.34, v_num=0]
    Epoch 4:  72%|███████▏  | 24404/33666 [14:58<05:40, 27.17it/s, loss=3.34, v_num=0]
    Epoch 4:  72%|███████▏  | 24404/33666 [14:58<05:40, 27.17it/s, loss=3.21, v_num=0]
    Epoch 4:  72%|███████▏  | 24405/33666 [14:58<05:40, 27.17it/s, loss=3.21, v_num=0]
    Epoch 4:  72%|███████▏  | 24405/33666 [14:58<05:40, 27.17it/s, loss=3.25, v_num=0]
    Epoch 4:  72%|███████▏  | 24406/33666 [14:58<05:40, 27.17it/s, loss=3.25, v_num=0]
    Epoch 4:  72%|███████▏  | 24406/33666 [14:58<05:40, 27.17it/s, loss=3.24, v_num=0]
    Epoch 4:  72%|███████▏  | 24407/33666 [14:58<05:40, 27.17it/s, loss=3.24, v_num=0]
    Epoch 4:  72%|███████▏  | 24407/33666 [14:58<05:40, 27.17it/s, loss=3.11, v_num=0]
    Epoch 4:  73%|███████▎  | 24408/33666 [14:58<05:40, 27.17it/s, loss=3.11, v_num=0]
    Epoch 4:  73%|███████▎  | 24408/33666 [14:58<05:40, 27.17it/s, loss=3.07, v_num=0]
    Epoch 4:  73%|███████▎  | 24409/33666 [14:58<05:40, 27.17it/s, loss=3.07, v_num=0]
    Epoch 4:  73%|███████▎  | 24409/33666 [14:58<05:40, 27.17it/s, loss=3.1, v_num=0] 
    Epoch 4:  73%|███████▎  | 24410/33666 [14:58<05:40, 27.17it/s, loss=3.1, v_num=0]
    Epoch 4:  73%|███████▎  | 24410/33666 [14:58<05:40, 27.17it/s, loss=3.13, v_num=0]
    Epoch 4:  73%|███████▎  | 24411/33666 [14:58<05:40, 27.17it/s, loss=3.13, v_num=0]
    Epoch 4:  73%|███████▎  | 24411/33666 [14:58<05:40, 27.17it/s, loss=3.26, v_num=0]
    Epoch 4:  73%|███████▎  | 24412/33666 [14:58<05:40, 27.17it/s, loss=3.26, v_num=0]
    Epoch 4:  73%|███████▎  | 24412/33666 [14:58<05:40, 27.17it/s, loss=3.24, v_num=0]
    Epoch 4:  73%|███████▎  | 24413/33666 [14:58<05:40, 27.17it/s, loss=3.24, v_num=0]
    Epoch 4:  73%|███████▎  | 24413/33666 [14:58<05:40, 27.17it/s, loss=3.02, v_num=0]
    Epoch 4:  73%|███████▎  | 24414/33666 [14:58<05:40, 27.17it/s, loss=3.02, v_num=0]
    Epoch 4:  73%|███████▎  | 24414/33666 [14:58<05:40, 27.17it/s, loss=2.98, v_num=0]
    Epoch 4:  73%|███████▎  | 24415/33666 [14:58<05:40, 27.17it/s, loss=2.98, v_num=0]
    Epoch 4:  73%|███████▎  | 24415/33666 [14:58<05:40, 27.17it/s, loss=2.96, v_num=0]
    Epoch 4:  73%|███████▎  | 24416/33666 [14:58<05:40, 27.17it/s, loss=2.96, v_num=0]
    Epoch 4:  73%|███████▎  | 24416/33666 [14:58<05:40, 27.17it/s, loss=2.86, v_num=0]
    Epoch 4:  73%|███████▎  | 24417/33666 [14:58<05:40, 27.17it/s, loss=2.86, v_num=0]
    Epoch 4:  73%|███████▎  | 24417/33666 [14:58<05:40, 27.17it/s, loss=2.95, v_num=0]
    Epoch 4:  73%|███████▎  | 24418/33666 [14:58<05:40, 27.17it/s, loss=2.95, v_num=0]
    Epoch 4:  73%|███████▎  | 24418/33666 [14:58<05:40, 27.17it/s, loss=2.96, v_num=0]
    Epoch 4:  73%|███████▎  | 24419/33666 [14:58<05:40, 27.17it/s, loss=2.96, v_num=0]
    Epoch 4:  73%|███████▎  | 24419/33666 [14:58<05:40, 27.17it/s, loss=2.98, v_num=0]
    Epoch 4:  73%|███████▎  | 24420/33666 [14:58<05:40, 27.17it/s, loss=2.98, v_num=0]
    Epoch 4:  73%|███████▎  | 24420/33666 [14:58<05:40, 27.17it/s, loss=3.05, v_num=0]
    Epoch 4:  73%|███████▎  | 24421/33666 [14:58<05:40, 27.17it/s, loss=3.05, v_num=0]
    Epoch 4:  73%|███████▎  | 24421/33666 [14:58<05:40, 27.17it/s, loss=3.07, v_num=0]
    Epoch 4:  73%|███████▎  | 24422/33666 [14:58<05:40, 27.17it/s, loss=3.07, v_num=0]
    Epoch 4:  73%|███████▎  | 24422/33666 [14:58<05:40, 27.17it/s, loss=3.19, v_num=0]
    Epoch 4:  73%|███████▎  | 24423/33666 [14:58<05:40, 27.17it/s, loss=3.19, v_num=0]
    Epoch 4:  73%|███████▎  | 24423/33666 [14:58<05:40, 27.17it/s, loss=3.12, v_num=0]
    Epoch 4:  73%|███████▎  | 24424/33666 [14:58<05:40, 27.17it/s, loss=3.12, v_num=0]
    Epoch 4:  73%|███████▎  | 24424/33666 [14:58<05:40, 27.17it/s, loss=3.2, v_num=0] 
    Epoch 4:  73%|███████▎  | 24425/33666 [14:58<05:40, 27.17it/s, loss=3.2, v_num=0]
    Epoch 4:  73%|███████▎  | 24425/33666 [14:58<05:40, 27.17it/s, loss=3.17, v_num=0]
    Epoch 4:  73%|███████▎  | 24426/33666 [14:58<05:40, 27.17it/s, loss=3.17, v_num=0]
    Epoch 4:  73%|███████▎  | 24426/33666 [14:58<05:40, 27.17it/s, loss=3.08, v_num=0]
    Epoch 4:  73%|███████▎  | 24427/33666 [14:58<05:40, 27.17it/s, loss=3.08, v_num=0]
    Epoch 4:  73%|███████▎  | 24427/33666 [14:58<05:40, 27.17it/s, loss=3.09, v_num=0]
    Epoch 4:  73%|███████▎  | 24428/33666 [14:58<05:39, 27.17it/s, loss=3.09, v_num=0]
    Epoch 4:  73%|███████▎  | 24428/33666 [14:58<05:39, 27.17it/s, loss=3.13, v_num=0]
    Epoch 4:  73%|███████▎  | 24429/33666 [14:59<05:39, 27.17it/s, loss=3.13, v_num=0]
    Epoch 4:  73%|███████▎  | 24429/33666 [14:59<05:39, 27.17it/s, loss=3.06, v_num=0]
    Epoch 4:  73%|███████▎  | 24430/33666 [14:59<05:39, 27.17it/s, loss=3.06, v_num=0]
    Epoch 4:  73%|███████▎  | 24430/33666 [14:59<05:39, 27.17it/s, loss=3.15, v_num=0]
    Epoch 4:  73%|███████▎  | 24431/33666 [14:59<05:39, 27.17it/s, loss=3.15, v_num=0]
    Epoch 4:  73%|███████▎  | 24431/33666 [14:59<05:39, 27.17it/s, loss=3.03, v_num=0]
    Epoch 4:  73%|███████▎  | 24432/33666 [14:59<05:39, 27.17it/s, loss=3.03, v_num=0]
    Epoch 4:  73%|███████▎  | 24432/33666 [14:59<05:39, 27.17it/s, loss=3.01, v_num=0]
    Epoch 4:  73%|███████▎  | 24433/33666 [14:59<05:39, 27.17it/s, loss=3.01, v_num=0]
    Epoch 4:  73%|███████▎  | 24433/33666 [14:59<05:39, 27.17it/s, loss=3.15, v_num=0]
    Epoch 4:  73%|███████▎  | 24434/33666 [14:59<05:39, 27.17it/s, loss=3.15, v_num=0]
    Epoch 4:  73%|███████▎  | 24434/33666 [14:59<05:39, 27.17it/s, loss=3.15, v_num=0]
    Epoch 4:  73%|███████▎  | 24435/33666 [14:59<05:39, 27.17it/s, loss=3.15, v_num=0]
    Epoch 4:  73%|███████▎  | 24435/33666 [14:59<05:39, 27.17it/s, loss=3.11, v_num=0]
    Epoch 4:  73%|███████▎  | 24436/33666 [14:59<05:39, 27.17it/s, loss=3.11, v_num=0]
    Epoch 4:  73%|███████▎  | 24436/33666 [14:59<05:39, 27.17it/s, loss=3.11, v_num=0]
    Epoch 4:  73%|███████▎  | 24437/33666 [14:59<05:39, 27.17it/s, loss=3.11, v_num=0]
    Epoch 4:  73%|███████▎  | 24437/33666 [14:59<05:39, 27.17it/s, loss=3.07, v_num=0]
    Epoch 4:  73%|███████▎  | 24438/33666 [14:59<05:39, 27.17it/s, loss=3.07, v_num=0]
    Epoch 4:  73%|███████▎  | 24438/33666 [14:59<05:39, 27.17it/s, loss=3.13, v_num=0]
    Epoch 4:  73%|███████▎  | 24439/33666 [14:59<05:39, 27.17it/s, loss=3.13, v_num=0]
    Epoch 4:  73%|███████▎  | 24439/33666 [14:59<05:39, 27.17it/s, loss=3.09, v_num=0]
    Epoch 4:  73%|███████▎  | 24440/33666 [14:59<05:39, 27.17it/s, loss=3.09, v_num=0]
    Epoch 4:  73%|███████▎  | 24440/33666 [14:59<05:39, 27.17it/s, loss=3.06, v_num=0]
    Epoch 4:  73%|███████▎  | 24441/33666 [14:59<05:39, 27.17it/s, loss=3.06, v_num=0]
    Epoch 4:  73%|███████▎  | 24441/33666 [14:59<05:39, 27.17it/s, loss=3.07, v_num=0]
    Epoch 4:  73%|███████▎  | 24442/33666 [14:59<05:39, 27.17it/s, loss=3.07, v_num=0]
    Epoch 4:  73%|███████▎  | 24442/33666 [14:59<05:39, 27.17it/s, loss=2.96, v_num=0]
    Epoch 4:  73%|███████▎  | 24443/33666 [14:59<05:39, 27.17it/s, loss=2.96, v_num=0]
    Epoch 4:  73%|███████▎  | 24443/33666 [14:59<05:39, 27.17it/s, loss=3, v_num=0]   
    Epoch 4:  73%|███████▎  | 24444/33666 [14:59<05:39, 27.17it/s, loss=3, v_num=0]
    Epoch 4:  73%|███████▎  | 24444/33666 [14:59<05:39, 27.17it/s, loss=2.95, v_num=0]
    Epoch 4:  73%|███████▎  | 24445/33666 [14:59<05:39, 27.17it/s, loss=2.95, v_num=0]
    Epoch 4:  73%|███████▎  | 24445/33666 [14:59<05:39, 27.17it/s, loss=2.99, v_num=0]
    Epoch 4:  73%|███████▎  | 24446/33666 [14:59<05:39, 27.17it/s, loss=2.99, v_num=0]
    Epoch 4:  73%|███████▎  | 24446/33666 [14:59<05:39, 27.17it/s, loss=3.08, v_num=0]
    Epoch 4:  73%|███████▎  | 24447/33666 [14:59<05:39, 27.17it/s, loss=3.08, v_num=0]
    Epoch 4:  73%|███████▎  | 24447/33666 [14:59<05:39, 27.17it/s, loss=3.16, v_num=0]
    Epoch 4:  73%|███████▎  | 24448/33666 [14:59<05:39, 27.17it/s, loss=3.16, v_num=0]
    Epoch 4:  73%|███████▎  | 24448/33666 [14:59<05:39, 27.17it/s, loss=3.14, v_num=0]
    Epoch 4:  73%|███████▎  | 24449/33666 [14:59<05:39, 27.17it/s, loss=3.14, v_num=0]
    Epoch 4:  73%|███████▎  | 24449/33666 [14:59<05:39, 27.17it/s, loss=3.18, v_num=0]
    Epoch 4:  73%|███████▎  | 24450/33666 [14:59<05:39, 27.17it/s, loss=3.18, v_num=0]
    Epoch 4:  73%|███████▎  | 24450/33666 [14:59<05:39, 27.17it/s, loss=3.05, v_num=0]
    Epoch 4:  73%|███████▎  | 24451/33666 [14:59<05:39, 27.17it/s, loss=3.05, v_num=0]
    Epoch 4:  73%|███████▎  | 24451/33666 [14:59<05:39, 27.17it/s, loss=3.07, v_num=0]
    Epoch 4:  73%|███████▎  | 24452/33666 [14:59<05:39, 27.17it/s, loss=3.07, v_num=0]
    Epoch 4:  73%|███████▎  | 24452/33666 [14:59<05:39, 27.17it/s, loss=3.09, v_num=0]
    Epoch 4:  73%|███████▎  | 24453/33666 [14:59<05:39, 27.17it/s, loss=3.09, v_num=0]
    Epoch 4:  73%|███████▎  | 24453/33666 [14:59<05:39, 27.17it/s, loss=3.13, v_num=0]
    Epoch 4:  73%|███████▎  | 24454/33666 [14:59<05:39, 27.17it/s, loss=3.13, v_num=0]
    Epoch 4:  73%|███████▎  | 24454/33666 [14:59<05:39, 27.17it/s, loss=3.16, v_num=0]
    Epoch 4:  73%|███████▎  | 24455/33666 [15:00<05:38, 27.17it/s, loss=3.16, v_num=0]
    Epoch 4:  73%|███████▎  | 24455/33666 [15:00<05:38, 27.17it/s, loss=3.27, v_num=0]
    Epoch 4:  73%|███████▎  | 24456/33666 [15:00<05:38, 27.17it/s, loss=3.27, v_num=0]
    Epoch 4:  73%|███████▎  | 24456/33666 [15:00<05:38, 27.17it/s, loss=3.27, v_num=0]
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    Epoch 4:  73%|███████▎  | 24512/33666 [15:02<05:36, 27.17it/s, loss=3.27, v_num=0]
    Epoch 4:  73%|███████▎  | 24512/33666 [15:02<05:36, 27.17it/s, loss=3.24, v_num=0]
    Epoch 4:  73%|███████▎  | 24513/33666 [15:02<05:36, 27.17it/s, loss=3.24, v_num=0]
    Epoch 4:  73%|███████▎  | 24513/33666 [15:02<05:36, 27.17it/s, loss=3.25, v_num=0]
    Epoch 4:  73%|███████▎  | 24514/33666 [15:02<05:36, 27.17it/s, loss=3.25, v_num=0]
    Epoch 4:  73%|███████▎  | 24514/33666 [15:02<05:36, 27.17it/s, loss=3.21, v_num=0]
    Epoch 4:  73%|███████▎  | 24515/33666 [15:02<05:36, 27.17it/s, loss=3.21, v_num=0]
    Epoch 4:  73%|███████▎  | 24515/33666 [15:02<05:36, 27.17it/s, loss=3.19, v_num=0]
    Epoch 4:  73%|███████▎  | 24516/33666 [15:02<05:36, 27.17it/s, loss=3.19, v_num=0]
    Epoch 4:  73%|███████▎  | 24516/33666 [15:02<05:36, 27.17it/s, loss=3.15, v_num=0]
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    Epoch 4:  73%|███████▎  | 24517/33666 [15:02<05:36, 27.17it/s, loss=3.2, v_num=0] 
    Epoch 4:  73%|███████▎  | 24518/33666 [15:02<05:36, 27.17it/s, loss=3.2, v_num=0]
    Epoch 4:  73%|███████▎  | 24518/33666 [15:02<05:36, 27.17it/s, loss=3.23, v_num=0]
    Epoch 4:  73%|███████▎  | 24519/33666 [15:02<05:36, 27.17it/s, loss=3.23, v_num=0]
    Epoch 4:  73%|███████▎  | 24519/33666 [15:02<05:36, 27.17it/s, loss=3.2, v_num=0] 
    Epoch 4:  73%|███████▎  | 24520/33666 [15:02<05:36, 27.17it/s, loss=3.2, v_num=0]
    Epoch 4:  73%|███████▎  | 24520/33666 [15:02<05:36, 27.17it/s, loss=3.26, v_num=0]
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    Epoch 4:  73%|███████▎  | 24521/33666 [15:02<05:36, 27.17it/s, loss=3.25, v_num=0]
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    Epoch 4:  73%|███████▎  | 24524/33666 [15:02<05:36, 27.17it/s, loss=3.2, v_num=0]
    Epoch 4:  73%|███████▎  | 24524/33666 [15:02<05:36, 27.17it/s, loss=3.2, v_num=0]
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    Epoch 4:  73%|███████▎  | 24527/33666 [15:02<05:36, 27.17it/s, loss=3.04, v_num=0]
    Epoch 4:  73%|███████▎  | 24527/33666 [15:02<05:36, 27.17it/s, loss=3.01, v_num=0]
    Epoch 4:  73%|███████▎  | 24528/33666 [15:02<05:36, 27.17it/s, loss=3.01, v_num=0]
    Epoch 4:  73%|███████▎  | 24528/33666 [15:02<05:36, 27.17it/s, loss=2.99, v_num=0]
    Epoch 4:  73%|███████▎  | 24529/33666 [15:02<05:36, 27.17it/s, loss=2.99, v_num=0]
    Epoch 4:  73%|███████▎  | 24529/33666 [15:02<05:36, 27.17it/s, loss=3.03, v_num=0]
    Epoch 4:  73%|███████▎  | 24530/33666 [15:02<05:36, 27.17it/s, loss=3.03, v_num=0]
    Epoch 4:  73%|███████▎  | 24530/33666 [15:02<05:36, 27.17it/s, loss=3.02, v_num=0]
    Epoch 4:  73%|███████▎  | 24531/33666 [15:02<05:36, 27.17it/s, loss=3.02, v_num=0]
    Epoch 4:  73%|███████▎  | 24531/33666 [15:02<05:36, 27.17it/s, loss=3.12, v_num=0]
    Epoch 4:  73%|███████▎  | 24532/33666 [15:03<05:36, 27.17it/s, loss=3.12, v_num=0]
    Epoch 4:  73%|███████▎  | 24532/33666 [15:03<05:36, 27.17it/s, loss=3.21, v_num=0]
    Epoch 4:  73%|███████▎  | 24533/33666 [15:03<05:36, 27.17it/s, loss=3.21, v_num=0]
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    Epoch 4:  73%|███████▎  | 24545/33666 [15:03<05:35, 27.17it/s, loss=3.1, v_num=0]
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    Epoch 4:  73%|███████▎  | 24547/33666 [15:03<05:35, 27.17it/s, loss=3.4, v_num=0]
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    Epoch 4:  73%|███████▎  | 24550/33666 [15:03<05:35, 27.17it/s, loss=3.3, v_num=0]
    Epoch 4:  73%|███████▎  | 24550/33666 [15:03<05:35, 27.17it/s, loss=3.3, v_num=0]
    Epoch 4:  73%|███████▎  | 24551/33666 [15:03<05:35, 27.17it/s, loss=3.3, v_num=0]
    Epoch 4:  73%|███████▎  | 24551/33666 [15:03<05:35, 27.17it/s, loss=3.29, v_num=0]
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    Epoch 4:  73%|███████▎  | 24552/33666 [15:03<05:35, 27.17it/s, loss=3.22, v_num=0]
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    Epoch 4:  73%|███████▎  | 24554/33666 [15:03<05:35, 27.17it/s, loss=3.28, v_num=0]
    Epoch 4:  73%|███████▎  | 24555/33666 [15:03<05:35, 27.17it/s, loss=3.28, v_num=0]
    Epoch 4:  73%|███████▎  | 24555/33666 [15:03<05:35, 27.17it/s, loss=3.28, v_num=0]
    Epoch 4:  73%|███████▎  | 24556/33666 [15:03<05:35, 27.17it/s, loss=3.28, v_num=0]
    Epoch 4:  73%|███████▎  | 24556/33666 [15:03<05:35, 27.17it/s, loss=3.23, v_num=0]
    Epoch 4:  73%|███████▎  | 24557/33666 [15:03<05:35, 27.17it/s, loss=3.23, v_num=0]
    Epoch 4:  73%|███████▎  | 24557/33666 [15:03<05:35, 27.17it/s, loss=3.24, v_num=0]
    Epoch 4:  73%|███████▎  | 24558/33666 [15:03<05:35, 27.17it/s, loss=3.24, v_num=0]
    Epoch 4:  73%|███████▎  | 24558/33666 [15:03<05:35, 27.17it/s, loss=3.19, v_num=0]
    Epoch 4:  73%|███████▎  | 24559/33666 [15:03<05:35, 27.17it/s, loss=3.19, v_num=0]
    Epoch 4:  73%|███████▎  | 24559/33666 [15:03<05:35, 27.17it/s, loss=3.15, v_num=0]
    Epoch 4:  73%|███████▎  | 24560/33666 [15:04<05:35, 27.17it/s, loss=3.15, v_num=0]
    Epoch 4:  73%|███████▎  | 24560/33666 [15:04<05:35, 27.17it/s, loss=3.14, v_num=0]
    Epoch 4:  73%|███████▎  | 24561/33666 [15:04<05:35, 27.17it/s, loss=3.14, v_num=0]
    Epoch 4:  73%|███████▎  | 24561/33666 [15:04<05:35, 27.17it/s, loss=3.19, v_num=0]
    Epoch 4:  73%|███████▎  | 24562/33666 [15:04<05:35, 27.17it/s, loss=3.19, v_num=0]
    Epoch 4:  73%|███████▎  | 24562/33666 [15:04<05:35, 27.17it/s, loss=3.1, v_num=0] 
    Epoch 4:  73%|███████▎  | 24563/33666 [15:04<05:35, 27.17it/s, loss=3.1, v_num=0]
    Epoch 4:  73%|███████▎  | 24563/33666 [15:04<05:35, 27.17it/s, loss=3.04, v_num=0]
    Epoch 4:  73%|███████▎  | 24564/33666 [15:04<05:35, 27.17it/s, loss=3.04, v_num=0]
    Epoch 4:  73%|███████▎  | 24564/33666 [15:04<05:35, 27.17it/s, loss=3.15, v_num=0]
    Epoch 4:  73%|███████▎  | 24565/33666 [15:04<05:35, 27.17it/s, loss=3.15, v_num=0]
    Epoch 4:  73%|███████▎  | 24565/33666 [15:04<05:35, 27.17it/s, loss=3.19, v_num=0]
    Epoch 4:  73%|███████▎  | 24566/33666 [15:04<05:34, 27.17it/s, loss=3.19, v_num=0]
    Epoch 4:  73%|███████▎  | 24566/33666 [15:04<05:34, 27.17it/s, loss=3.11, v_num=0]
    Epoch 4:  73%|███████▎  | 24567/33666 [15:04<05:34, 27.17it/s, loss=3.11, v_num=0]
    Epoch 4:  73%|███████▎  | 24567/33666 [15:04<05:34, 27.17it/s, loss=3.08, v_num=0]
    Epoch 4:  73%|███████▎  | 24568/33666 [15:04<05:34, 27.17it/s, loss=3.08, v_num=0]
    Epoch 4:  73%|███████▎  | 24568/33666 [15:04<05:34, 27.17it/s, loss=3.18, v_num=0]
    Epoch 4:  73%|███████▎  | 24569/33666 [15:04<05:34, 27.17it/s, loss=3.18, v_num=0]
    Epoch 4:  73%|███████▎  | 24569/33666 [15:04<05:34, 27.17it/s, loss=3.09, v_num=0]
    Epoch 4:  73%|███████▎  | 24570/33666 [15:04<05:34, 27.17it/s, loss=3.09, v_num=0]
    Epoch 4:  73%|███████▎  | 24570/33666 [15:04<05:34, 27.17it/s, loss=3.17, v_num=0]
    Epoch 4:  73%|███████▎  | 24571/33666 [15:04<05:34, 27.17it/s, loss=3.17, v_num=0]
    Epoch 4:  73%|███████▎  | 24571/33666 [15:04<05:34, 27.17it/s, loss=3.18, v_num=0]
    Epoch 4:  73%|███████▎  | 24572/33666 [15:04<05:34, 27.17it/s, loss=3.18, v_num=0]
    Epoch 4:  73%|███████▎  | 24572/33666 [15:04<05:34, 27.17it/s, loss=3.21, v_num=0]
    Epoch 4:  73%|███████▎  | 24573/33666 [15:04<05:34, 27.17it/s, loss=3.21, v_num=0]
    Epoch 4:  73%|███████▎  | 24573/33666 [15:04<05:34, 27.17it/s, loss=3.17, v_num=0]
    Epoch 4:  73%|███████▎  | 24574/33666 [15:04<05:34, 27.17it/s, loss=3.17, v_num=0]
    Epoch 4:  73%|███████▎  | 24574/33666 [15:04<05:34, 27.17it/s, loss=3.14, v_num=0]
    Epoch 4:  73%|███████▎  | 24575/33666 [15:04<05:34, 27.17it/s, loss=3.14, v_num=0]
    Epoch 4:  73%|███████▎  | 24575/33666 [15:04<05:34, 27.17it/s, loss=3.11, v_num=0]
    Epoch 4:  73%|███████▎  | 24576/33666 [15:04<05:34, 27.17it/s, loss=3.11, v_num=0]
    Epoch 4:  73%|███████▎  | 24576/33666 [15:04<05:34, 27.17it/s, loss=3.11, v_num=0]
    Epoch 4:  73%|███████▎  | 24577/33666 [15:04<05:34, 27.17it/s, loss=3.11, v_num=0]
    Epoch 4:  73%|███████▎  | 24577/33666 [15:04<05:34, 27.17it/s, loss=3.07, v_num=0]
    Epoch 4:  73%|███████▎  | 24578/33666 [15:04<05:34, 27.17it/s, loss=3.07, v_num=0]
    Epoch 4:  73%|███████▎  | 24578/33666 [15:04<05:34, 27.17it/s, loss=3.14, v_num=0]
    Epoch 4:  73%|███████▎  | 24579/33666 [15:04<05:34, 27.17it/s, loss=3.14, v_num=0]
    Epoch 4:  73%|███████▎  | 24579/33666 [15:04<05:34, 27.17it/s, loss=3.19, v_num=0]
    Epoch 4:  73%|███████▎  | 24580/33666 [15:04<05:34, 27.17it/s, loss=3.19, v_num=0]
    Epoch 4:  73%|███████▎  | 24580/33666 [15:04<05:34, 27.17it/s, loss=3.23, v_num=0]
    Epoch 4:  73%|███████▎  | 24581/33666 [15:04<05:34, 27.17it/s, loss=3.23, v_num=0]
    Epoch 4:  73%|███████▎  | 24581/33666 [15:04<05:34, 27.17it/s, loss=3.23, v_num=0]
    Epoch 4:  73%|███████▎  | 24582/33666 [15:04<05:34, 27.17it/s, loss=3.23, v_num=0]
    Epoch 4:  73%|███████▎  | 24582/33666 [15:04<05:34, 27.17it/s, loss=3.21, v_num=0]
    Epoch 4:  73%|███████▎  | 24583/33666 [15:04<05:34, 27.17it/s, loss=3.21, v_num=0]
    Epoch 4:  73%|███████▎  | 24583/33666 [15:04<05:34, 27.17it/s, loss=3.22, v_num=0]
    Epoch 4:  73%|███████▎  | 24584/33666 [15:04<05:34, 27.17it/s, loss=3.22, v_num=0]
    Epoch 4:  73%|███████▎  | 24584/33666 [15:04<05:34, 27.17it/s, loss=3.3, v_num=0] 
    Epoch 4:  73%|███████▎  | 24585/33666 [15:04<05:34, 27.17it/s, loss=3.3, v_num=0]
    Epoch 4:  73%|███████▎  | 24585/33666 [15:04<05:34, 27.17it/s, loss=3.3, v_num=0]
    Epoch 4:  73%|███████▎  | 24586/33666 [15:05<05:34, 27.17it/s, loss=3.3, v_num=0]
    Epoch 4:  73%|███████▎  | 24586/33666 [15:05<05:34, 27.17it/s, loss=3.26, v_num=0]
    Epoch 4:  73%|███████▎  | 24587/33666 [15:05<05:34, 27.17it/s, loss=3.26, v_num=0]
    Epoch 4:  73%|███████▎  | 24587/33666 [15:05<05:34, 27.17it/s, loss=3.35, v_num=0]
    Epoch 4:  73%|███████▎  | 24588/33666 [15:05<05:34, 27.17it/s, loss=3.35, v_num=0]
    Epoch 4:  73%|███████▎  | 24588/33666 [15:05<05:34, 27.17it/s, loss=3.28, v_num=0]
    Epoch 4:  73%|███████▎  | 24589/33666 [15:05<05:34, 27.17it/s, loss=3.28, v_num=0]
    Epoch 4:  73%|███████▎  | 24589/33666 [15:05<05:34, 27.17it/s, loss=3.35, v_num=0]
    Epoch 4:  73%|███████▎  | 24590/33666 [15:05<05:34, 27.17it/s, loss=3.35, v_num=0]
    Epoch 4:  73%|███████▎  | 24590/33666 [15:05<05:34, 27.17it/s, loss=3.26, v_num=0]
    Epoch 4:  73%|███████▎  | 24591/33666 [15:05<05:34, 27.17it/s, loss=3.26, v_num=0]
    Epoch 4:  73%|███████▎  | 24591/33666 [15:05<05:34, 27.17it/s, loss=3.3, v_num=0] 
    Epoch 4:  73%|███████▎  | 24592/33666 [15:05<05:34, 27.17it/s, loss=3.3, v_num=0]
    Epoch 4:  73%|███████▎  | 24592/33666 [15:05<05:34, 27.17it/s, loss=3.2, v_num=0]
    Epoch 4:  73%|███████▎  | 24593/33666 [15:05<05:33, 27.17it/s, loss=3.2, v_num=0]
    Epoch 4:  73%|███████▎  | 24593/33666 [15:05<05:33, 27.17it/s, loss=3.27, v_num=0]
    Epoch 4:  73%|███████▎  | 24594/33666 [15:05<05:33, 27.17it/s, loss=3.27, v_num=0]
    Epoch 4:  73%|███████▎  | 24594/33666 [15:05<05:33, 27.17it/s, loss=3.24, v_num=0]
    Epoch 4:  73%|███████▎  | 24595/33666 [15:05<05:33, 27.17it/s, loss=3.24, v_num=0]
    Epoch 4:  73%|███████▎  | 24595/33666 [15:05<05:33, 27.17it/s, loss=3.27, v_num=0]
    Epoch 4:  73%|███████▎  | 24596/33666 [15:05<05:33, 27.17it/s, loss=3.27, v_num=0]
    Epoch 4:  73%|███████▎  | 24596/33666 [15:05<05:33, 27.17it/s, loss=3.27, v_num=0]
    Epoch 4:  73%|███████▎  | 24597/33666 [15:05<05:33, 27.17it/s, loss=3.27, v_num=0]
    Epoch 4:  73%|███████▎  | 24597/33666 [15:05<05:33, 27.17it/s, loss=3.22, v_num=0]
    Epoch 4:  73%|███████▎  | 24598/33666 [15:05<05:33, 27.17it/s, loss=3.22, v_num=0]
    Epoch 4:  73%|███████▎  | 24598/33666 [15:05<05:33, 27.17it/s, loss=3.2, v_num=0] 
    Epoch 4:  73%|███████▎  | 24599/33666 [15:05<05:33, 27.17it/s, loss=3.2, v_num=0]
    Epoch 4:  73%|███████▎  | 24599/33666 [15:05<05:33, 27.17it/s, loss=3.15, v_num=0]
    Epoch 4:  73%|███████▎  | 24600/33666 [15:05<05:33, 27.17it/s, loss=3.15, v_num=0]
    Epoch 4:  73%|███████▎  | 24600/33666 [15:05<05:33, 27.17it/s, loss=3.13, v_num=0]
    Epoch 4:  73%|███████▎  | 24601/33666 [15:05<05:33, 27.17it/s, loss=3.13, v_num=0]
    Epoch 4:  73%|███████▎  | 24601/33666 [15:05<05:33, 27.17it/s, loss=3.13, v_num=0]
    Epoch 4:  73%|███████▎  | 24602/33666 [15:05<05:33, 27.17it/s, loss=3.13, v_num=0]
    Epoch 4:  73%|███████▎  | 24602/33666 [15:05<05:33, 27.17it/s, loss=3.16, v_num=0]
    Epoch 4:  73%|███████▎  | 24603/33666 [15:05<05:33, 27.17it/s, loss=3.16, v_num=0]
    Epoch 4:  73%|███████▎  | 24603/33666 [15:05<05:33, 27.17it/s, loss=3.18, v_num=0]
    Epoch 4:  73%|███████▎  | 24604/33666 [15:05<05:33, 27.17it/s, loss=3.18, v_num=0]
    Epoch 4:  73%|███████▎  | 24604/33666 [15:05<05:33, 27.17it/s, loss=3.08, v_num=0]
    Epoch 4:  73%|███████▎  | 24605/33666 [15:05<05:33, 27.17it/s, loss=3.08, v_num=0]
    Epoch 4:  73%|███████▎  | 24605/33666 [15:05<05:33, 27.17it/s, loss=3.03, v_num=0]
    Epoch 4:  73%|███████▎  | 24606/33666 [15:05<05:33, 27.17it/s, loss=3.03, v_num=0]
    Epoch 4:  73%|███████▎  | 24606/33666 [15:05<05:33, 27.17it/s, loss=3.05, v_num=0]
    Epoch 4:  73%|███████▎  | 24607/33666 [15:05<05:33, 27.17it/s, loss=3.05, v_num=0]
    Epoch 4:  73%|███████▎  | 24607/33666 [15:05<05:33, 27.17it/s, loss=3, v_num=0]   
    Epoch 4:  73%|███████▎  | 24608/33666 [15:05<05:33, 27.17it/s, loss=3, v_num=0]
    Epoch 4:  73%|███████▎  | 24608/33666 [15:05<05:33, 27.17it/s, loss=3.03, v_num=0]
    Epoch 4:  73%|███████▎  | 24609/33666 [15:05<05:33, 27.17it/s, loss=3.03, v_num=0]
    Epoch 4:  73%|███████▎  | 24609/33666 [15:05<05:33, 27.17it/s, loss=2.98, v_num=0]
    Epoch 4:  73%|███████▎  | 24610/33666 [15:05<05:33, 27.17it/s, loss=2.98, v_num=0]
    Epoch 4:  73%|███████▎  | 24610/33666 [15:05<05:33, 27.17it/s, loss=3.03, v_num=0]
    Epoch 4:  73%|███████▎  | 24611/33666 [15:05<05:33, 27.17it/s, loss=3.03, v_num=0]
    Epoch 4:  73%|███████▎  | 24611/33666 [15:05<05:33, 27.17it/s, loss=3.06, v_num=0]
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    Epoch 4:  73%|███████▎  | 24612/33666 [15:06<05:33, 27.17it/s, loss=3.11, v_num=0]
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    Epoch 4:  73%|███████▎  | 24631/33666 [15:06<05:32, 27.16it/s, loss=3.12, v_num=0]
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    Epoch 4:  73%|███████▎  | 24634/33666 [15:06<05:32, 27.16it/s, loss=3.13, v_num=0]
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    Epoch 4:  73%|███████▎  | 24636/33666 [15:06<05:32, 27.16it/s, loss=3.1, v_num=0]
    Epoch 4:  73%|███████▎  | 24636/33666 [15:06<05:32, 27.16it/s, loss=3.06, v_num=0]
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    Epoch 4:  73%|███████▎  | 24637/33666 [15:06<05:32, 27.16it/s, loss=2.86, v_num=0]
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    Epoch 4:  73%|███████▎  | 24638/33666 [15:07<05:32, 27.16it/s, loss=2.77, v_num=0]
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    Epoch 4:  73%|███████▎  | 24639/33666 [15:07<05:32, 27.16it/s, loss=2.72, v_num=0]
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    Epoch 4:  73%|███████▎  | 24642/33666 [15:07<05:32, 27.16it/s, loss=2.9, v_num=0]
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    Epoch 4:  73%|███████▎  | 24660/33666 [15:07<05:31, 27.16it/s, loss=3.1, v_num=0]
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    Epoch 4:  73%|███████▎  | 24661/33666 [15:07<05:31, 27.16it/s, loss=3, v_num=0]  
    Epoch 4:  73%|███████▎  | 24662/33666 [15:07<05:31, 27.16it/s, loss=3, v_num=0]
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    Epoch 4:  73%|███████▎  | 24664/33666 [15:08<05:31, 27.16it/s, loss=2.9, v_num=0]
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    Epoch 4:  73%|███████▎  | 24710/33666 [15:09<05:29, 27.16it/s, loss=3.28, v_num=0]
    Epoch 4:  73%|███████▎  | 24711/33666 [15:09<05:29, 27.16it/s, loss=3.28, v_num=0]
    Epoch 4:  73%|███████▎  | 24711/33666 [15:09<05:29, 27.16it/s, loss=3.35, v_num=0]
    Epoch 4:  73%|███████▎  | 24712/33666 [15:09<05:29, 27.16it/s, loss=3.35, v_num=0]
    Epoch 4:  73%|███████▎  | 24712/33666 [15:09<05:29, 27.16it/s, loss=3.23, v_num=0]
    Epoch 4:  73%|███████▎  | 24713/33666 [15:10<05:29, 27.16it/s, loss=3.23, v_num=0]
    Epoch 4:  73%|███████▎  | 24713/33666 [15:10<05:29, 27.16it/s, loss=3.19, v_num=0]
    Epoch 4:  73%|███████▎  | 24714/33666 [15:10<05:29, 27.16it/s, loss=3.19, v_num=0]
    Epoch 4:  73%|███████▎  | 24714/33666 [15:10<05:29, 27.16it/s, loss=3.07, v_num=0]
    Epoch 4:  73%|███████▎  | 24715/33666 [15:10<05:29, 27.16it/s, loss=3.07, v_num=0]
    Epoch 4:  73%|███████▎  | 24715/33666 [15:10<05:29, 27.16it/s, loss=3.1, v_num=0] 
    Epoch 4:  73%|███████▎  | 24716/33666 [15:10<05:29, 27.16it/s, loss=3.1, v_num=0]
    Epoch 4:  73%|███████▎  | 24716/33666 [15:10<05:29, 27.16it/s, loss=3.18, v_num=0]
    Epoch 4:  73%|███████▎  | 24717/33666 [15:10<05:29, 27.16it/s, loss=3.18, v_num=0]
    Epoch 4:  73%|███████▎  | 24717/33666 [15:10<05:29, 27.16it/s, loss=3.08, v_num=0]
    Epoch 4:  73%|███████▎  | 24718/33666 [15:10<05:29, 27.16it/s, loss=3.08, v_num=0]
    Epoch 4:  73%|███████▎  | 24718/33666 [15:10<05:29, 27.16it/s, loss=3.07, v_num=0]
    Epoch 4:  73%|███████▎  | 24719/33666 [15:10<05:29, 27.16it/s, loss=3.07, v_num=0]
    Epoch 4:  73%|███████▎  | 24719/33666 [15:10<05:29, 27.16it/s, loss=3.07, v_num=0]
    Epoch 4:  73%|███████▎  | 24720/33666 [15:10<05:29, 27.16it/s, loss=3.07, v_num=0]
    Epoch 4:  73%|███████▎  | 24720/33666 [15:10<05:29, 27.16it/s, loss=3.14, v_num=0]
    Epoch 4:  73%|███████▎  | 24721/33666 [15:10<05:29, 27.16it/s, loss=3.14, v_num=0]
    Epoch 4:  73%|███████▎  | 24721/33666 [15:10<05:29, 27.16it/s, loss=3.16, v_num=0]
    Epoch 4:  73%|███████▎  | 24722/33666 [15:10<05:29, 27.16it/s, loss=3.16, v_num=0]
    Epoch 4:  73%|███████▎  | 24722/33666 [15:10<05:29, 27.16it/s, loss=3.18, v_num=0]
    Epoch 4:  73%|███████▎  | 24723/33666 [15:10<05:29, 27.16it/s, loss=3.18, v_num=0]
    Epoch 4:  73%|███████▎  | 24723/33666 [15:10<05:29, 27.16it/s, loss=3.17, v_num=0]
    Epoch 4:  73%|███████▎  | 24724/33666 [15:10<05:29, 27.16it/s, loss=3.17, v_num=0]
    Epoch 4:  73%|███████▎  | 24724/33666 [15:10<05:29, 27.16it/s, loss=3.05, v_num=0]
    Epoch 4:  73%|███████▎  | 24725/33666 [15:10<05:29, 27.16it/s, loss=3.05, v_num=0]
    Epoch 4:  73%|███████▎  | 24725/33666 [15:10<05:29, 27.16it/s, loss=3.03, v_num=0]
    Epoch 4:  73%|███████▎  | 24726/33666 [15:10<05:29, 27.16it/s, loss=3.03, v_num=0]
    Epoch 4:  73%|███████▎  | 24726/33666 [15:10<05:29, 27.16it/s, loss=3.11, v_num=0]
    Epoch 4:  73%|███████▎  | 24727/33666 [15:10<05:29, 27.16it/s, loss=3.11, v_num=0]
    Epoch 4:  73%|███████▎  | 24727/33666 [15:10<05:29, 27.16it/s, loss=3.06, v_num=0]
    Epoch 4:  73%|███████▎  | 24728/33666 [15:10<05:29, 27.16it/s, loss=3.06, v_num=0]
    Epoch 4:  73%|███████▎  | 24728/33666 [15:10<05:29, 27.16it/s, loss=2.99, v_num=0]
    Epoch 4:  73%|███████▎  | 24729/33666 [15:10<05:29, 27.16it/s, loss=2.99, v_num=0]
    Epoch 4:  73%|███████▎  | 24729/33666 [15:10<05:29, 27.16it/s, loss=3.01, v_num=0]
    Epoch 4:  73%|███████▎  | 24730/33666 [15:10<05:29, 27.16it/s, loss=3.01, v_num=0]
    Epoch 4:  73%|███████▎  | 24730/33666 [15:10<05:29, 27.16it/s, loss=3.04, v_num=0]
    Epoch 4:  73%|███████▎  | 24731/33666 [15:10<05:29, 27.16it/s, loss=3.04, v_num=0]
    Epoch 4:  73%|███████▎  | 24731/33666 [15:10<05:29, 27.16it/s, loss=3.01, v_num=0]
    Epoch 4:  73%|███████▎  | 24732/33666 [15:10<05:28, 27.16it/s, loss=3.01, v_num=0]
    Epoch 4:  73%|███████▎  | 24732/33666 [15:10<05:28, 27.16it/s, loss=3.1, v_num=0] 
    Epoch 4:  73%|███████▎  | 24733/33666 [15:10<05:28, 27.16it/s, loss=3.1, v_num=0]
    Epoch 4:  73%|███████▎  | 24733/33666 [15:10<05:28, 27.16it/s, loss=3.13, v_num=0]
    Epoch 4:  73%|███████▎  | 24734/33666 [15:10<05:28, 27.16it/s, loss=3.13, v_num=0]
    Epoch 4:  73%|███████▎  | 24734/33666 [15:10<05:28, 27.16it/s, loss=3.26, v_num=0]
    Epoch 4:  73%|███████▎  | 24735/33666 [15:10<05:28, 27.16it/s, loss=3.26, v_num=0]
    Epoch 4:  73%|███████▎  | 24735/33666 [15:10<05:28, 27.16it/s, loss=3.16, v_num=0]
    Epoch 4:  73%|███████▎  | 24736/33666 [15:10<05:28, 27.16it/s, loss=3.16, v_num=0]
    Epoch 4:  73%|███████▎  | 24736/33666 [15:10<05:28, 27.16it/s, loss=3.03, v_num=0]
    Epoch 4:  73%|███████▎  | 24737/33666 [15:10<05:28, 27.16it/s, loss=3.03, v_num=0]
    Epoch 4:  73%|███████▎  | 24737/33666 [15:10<05:28, 27.16it/s, loss=3.01, v_num=0]
    Epoch 4:  73%|███████▎  | 24738/33666 [15:10<05:28, 27.16it/s, loss=3.01, v_num=0]
    Epoch 4:  73%|███████▎  | 24738/33666 [15:10<05:28, 27.16it/s, loss=3.1, v_num=0] 
    Epoch 4:  73%|███████▎  | 24739/33666 [15:11<05:28, 27.16it/s, loss=3.1, v_num=0]
    Epoch 4:  73%|███████▎  | 24739/33666 [15:11<05:28, 27.16it/s, loss=3.05, v_num=0]
    Epoch 4:  73%|███████▎  | 24740/33666 [15:11<05:28, 27.16it/s, loss=3.05, v_num=0]
    Epoch 4:  73%|███████▎  | 24740/33666 [15:11<05:28, 27.16it/s, loss=3.08, v_num=0]
    Epoch 4:  73%|███████▎  | 24741/33666 [15:11<05:28, 27.16it/s, loss=3.08, v_num=0]
    Epoch 4:  73%|███████▎  | 24741/33666 [15:11<05:28, 27.16it/s, loss=3, v_num=0]   
    Epoch 4:  73%|███████▎  | 24742/33666 [15:11<05:28, 27.16it/s, loss=3, v_num=0]
    Epoch 4:  73%|███████▎  | 24742/33666 [15:11<05:28, 27.16it/s, loss=3.06, v_num=0]
    Epoch 4:  73%|███████▎  | 24743/33666 [15:11<05:28, 27.16it/s, loss=3.06, v_num=0]
    Epoch 4:  73%|███████▎  | 24743/33666 [15:11<05:28, 27.16it/s, loss=3.11, v_num=0]
    Epoch 4:  73%|███████▎  | 24744/33666 [15:11<05:28, 27.16it/s, loss=3.11, v_num=0]
    Epoch 4:  73%|███████▎  | 24744/33666 [15:11<05:28, 27.16it/s, loss=3.15, v_num=0]
    Epoch 4:  74%|███████▎  | 24745/33666 [15:11<05:28, 27.15it/s, loss=3.15, v_num=0]
    Epoch 4:  74%|███████▎  | 24745/33666 [15:11<05:28, 27.15it/s, loss=3.15, v_num=0]
    Epoch 4:  74%|███████▎  | 24746/33666 [15:11<05:28, 27.15it/s, loss=3.15, v_num=0]
    Epoch 4:  74%|███████▎  | 24746/33666 [15:11<05:28, 27.15it/s, loss=3.12, v_num=0]
    Epoch 4:  74%|███████▎  | 24747/33666 [15:11<05:28, 27.15it/s, loss=3.12, v_num=0]
    Epoch 4:  74%|███████▎  | 24747/33666 [15:11<05:28, 27.15it/s, loss=3.07, v_num=0]
    Epoch 4:  74%|███████▎  | 24748/33666 [15:11<05:28, 27.15it/s, loss=3.07, v_num=0]
    Epoch 4:  74%|███████▎  | 24748/33666 [15:11<05:28, 27.15it/s, loss=2.99, v_num=0]
    Epoch 4:  74%|███████▎  | 24749/33666 [15:11<05:28, 27.15it/s, loss=2.99, v_num=0]
    Epoch 4:  74%|███████▎  | 24749/33666 [15:11<05:28, 27.15it/s, loss=2.94, v_num=0]
    Epoch 4:  74%|███████▎  | 24750/33666 [15:11<05:28, 27.15it/s, loss=2.94, v_num=0]
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    Epoch 4:  74%|███████▎  | 24751/33666 [15:11<05:28, 27.16it/s, loss=2.91, v_num=0]
    Epoch 4:  74%|███████▎  | 24751/33666 [15:11<05:28, 27.16it/s, loss=2.95, v_num=0]
    Epoch 4:  74%|███████▎  | 24752/33666 [15:11<05:28, 27.16it/s, loss=2.95, v_num=0]
    Epoch 4:  74%|███████▎  | 24752/33666 [15:11<05:28, 27.16it/s, loss=2.95, v_num=0]
    Epoch 4:  74%|███████▎  | 24753/33666 [15:11<05:28, 27.16it/s, loss=2.95, v_num=0]
    Epoch 4:  74%|███████▎  | 24753/33666 [15:11<05:28, 27.16it/s, loss=3, v_num=0]   
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    Epoch 4:  74%|███████▎  | 24754/33666 [15:11<05:28, 27.16it/s, loss=2.94, v_num=0]
    Epoch 4:  74%|███████▎  | 24755/33666 [15:11<05:28, 27.16it/s, loss=2.94, v_num=0]
    Epoch 4:  74%|███████▎  | 24755/33666 [15:11<05:28, 27.16it/s, loss=2.99, v_num=0]
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    Epoch 4:  74%|███████▎  | 24757/33666 [15:11<05:28, 27.16it/s, loss=3.05, v_num=0]
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    Epoch 4:  74%|███████▎  | 24758/33666 [15:11<05:28, 27.16it/s, loss=2.91, v_num=0]
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    Epoch 4:  74%|███████▎  | 24760/33666 [15:11<05:27, 27.16it/s, loss=2.86, v_num=0]
    Epoch 4:  74%|███████▎  | 24760/33666 [15:11<05:27, 27.16it/s, loss=2.85, v_num=0]
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    Epoch 4:  74%|███████▎  | 24763/33666 [15:11<05:27, 27.16it/s, loss=2.84, v_num=0]
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    Epoch 4:  74%|███████▎  | 24764/33666 [15:11<05:27, 27.16it/s, loss=2.84, v_num=0]
    Epoch 4:  74%|███████▎  | 24765/33666 [15:11<05:27, 27.16it/s, loss=2.84, v_num=0]
    Epoch 4:  74%|███████▎  | 24765/33666 [15:11<05:27, 27.16it/s, loss=2.91, v_num=0]
    Epoch 4:  74%|███████▎  | 24766/33666 [15:12<05:27, 27.16it/s, loss=2.91, v_num=0]
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    Epoch 4:  74%|███████▎  | 24795/33666 [15:13<05:26, 27.15it/s, loss=2.98, v_num=0]
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    Epoch 4:  74%|███████▎  | 24799/33666 [15:13<05:26, 27.15it/s, loss=2.9, v_num=0] 
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    Epoch 4:  74%|███████▎  | 24801/33666 [15:13<05:26, 27.15it/s, loss=2.88, v_num=0]
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    Epoch 4:  74%|███████▎  | 24805/33666 [15:13<05:26, 27.15it/s, loss=2.9, v_num=0]
    Epoch 4:  74%|███████▎  | 24805/33666 [15:13<05:26, 27.15it/s, loss=2.93, v_num=0]
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    Epoch 4:  74%|███████▎  | 24810/33666 [15:13<05:26, 27.15it/s, loss=3.04, v_num=0]
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    Epoch 4:  74%|███████▎  | 24811/33666 [15:13<05:26, 27.15it/s, loss=2.96, v_num=0]
    Epoch 4:  74%|███████▎  | 24812/33666 [15:13<05:26, 27.15it/s, loss=2.96, v_num=0]
    Epoch 4:  74%|███████▎  | 24812/33666 [15:13<05:26, 27.15it/s, loss=2.93, v_num=0]
    Epoch 4:  74%|███████▎  | 24813/33666 [15:13<05:26, 27.15it/s, loss=2.93, v_num=0]
    Epoch 4:  74%|███████▎  | 24813/33666 [15:13<05:26, 27.15it/s, loss=2.98, v_num=0]
    Epoch 4:  74%|███████▎  | 24814/33666 [15:13<05:25, 27.15it/s, loss=2.98, v_num=0]
    Epoch 4:  74%|███████▎  | 24814/33666 [15:13<05:25, 27.15it/s, loss=2.91, v_num=0]
    Epoch 4:  74%|███████▎  | 24815/33666 [15:13<05:25, 27.15it/s, loss=2.91, v_num=0]
    Epoch 4:  74%|███████▎  | 24815/33666 [15:13<05:25, 27.15it/s, loss=2.91, v_num=0]
    Epoch 4:  74%|███████▎  | 24816/33666 [15:13<05:25, 27.15it/s, loss=2.91, v_num=0]
    Epoch 4:  74%|███████▎  | 24816/33666 [15:13<05:25, 27.15it/s, loss=2.91, v_num=0]
    Epoch 4:  74%|███████▎  | 24817/33666 [15:13<05:25, 27.15it/s, loss=2.91, v_num=0]
    Epoch 4:  74%|███████▎  | 24817/33666 [15:13<05:25, 27.15it/s, loss=2.85, v_num=0]
    Epoch 4:  74%|███████▎  | 24818/33666 [15:13<05:25, 27.15it/s, loss=2.85, v_num=0]
    Epoch 4:  74%|███████▎  | 24818/33666 [15:13<05:25, 27.15it/s, loss=2.82, v_num=0]
    Epoch 4:  74%|███████▎  | 24819/33666 [15:13<05:25, 27.15it/s, loss=2.82, v_num=0]
    Epoch 4:  74%|███████▎  | 24819/33666 [15:13<05:25, 27.15it/s, loss=3.01, v_num=0]
    Epoch 4:  74%|███████▎  | 24820/33666 [15:14<05:25, 27.15it/s, loss=3.01, v_num=0]
    Epoch 4:  74%|███████▎  | 24820/33666 [15:14<05:25, 27.15it/s, loss=2.96, v_num=0]
    Epoch 4:  74%|███████▎  | 24821/33666 [15:14<05:25, 27.15it/s, loss=2.96, v_num=0]
    Epoch 4:  74%|███████▎  | 24821/33666 [15:14<05:25, 27.15it/s, loss=2.87, v_num=0]
    Epoch 4:  74%|███████▎  | 24822/33666 [15:14<05:25, 27.15it/s, loss=2.87, v_num=0]
    Epoch 4:  74%|███████▎  | 24822/33666 [15:14<05:25, 27.15it/s, loss=2.81, v_num=0]
    Epoch 4:  74%|███████▎  | 24823/33666 [15:14<05:25, 27.15it/s, loss=2.81, v_num=0]
    Epoch 4:  74%|███████▎  | 24823/33666 [15:14<05:25, 27.15it/s, loss=2.82, v_num=0]
    Epoch 4:  74%|███████▎  | 24824/33666 [15:14<05:25, 27.15it/s, loss=2.82, v_num=0]
    Epoch 4:  74%|███████▎  | 24824/33666 [15:14<05:25, 27.15it/s, loss=2.92, v_num=0]
    Epoch 4:  74%|███████▎  | 24825/33666 [15:14<05:25, 27.15it/s, loss=2.92, v_num=0]
    Epoch 4:  74%|███████▎  | 24825/33666 [15:14<05:25, 27.15it/s, loss=2.94, v_num=0]
    Epoch 4:  74%|███████▎  | 24826/33666 [15:14<05:25, 27.15it/s, loss=2.94, v_num=0]
    Epoch 4:  74%|███████▎  | 24826/33666 [15:14<05:25, 27.15it/s, loss=2.88, v_num=0]
    Epoch 4:  74%|███████▎  | 24827/33666 [15:14<05:25, 27.15it/s, loss=2.88, v_num=0]
    Epoch 4:  74%|███████▎  | 24827/33666 [15:14<05:25, 27.15it/s, loss=2.83, v_num=0]
    Epoch 4:  74%|███████▎  | 24828/33666 [15:14<05:25, 27.15it/s, loss=2.83, v_num=0]
    Epoch 4:  74%|███████▎  | 24828/33666 [15:14<05:25, 27.15it/s, loss=2.82, v_num=0]
    Epoch 4:  74%|███████▍  | 24829/33666 [15:14<05:25, 27.15it/s, loss=2.82, v_num=0]
    Epoch 4:  74%|███████▍  | 24829/33666 [15:14<05:25, 27.15it/s, loss=2.75, v_num=0]
    Epoch 4:  74%|███████▍  | 24830/33666 [15:14<05:25, 27.15it/s, loss=2.75, v_num=0]
    Epoch 4:  74%|███████▍  | 24830/33666 [15:14<05:25, 27.15it/s, loss=2.77, v_num=0]
    Epoch 4:  74%|███████▍  | 24831/33666 [15:14<05:25, 27.15it/s, loss=2.77, v_num=0]
    Epoch 4:  74%|███████▍  | 24831/33666 [15:14<05:25, 27.15it/s, loss=2.86, v_num=0]
    Epoch 4:  74%|███████▍  | 24832/33666 [15:14<05:25, 27.15it/s, loss=2.86, v_num=0]
    Epoch 4:  74%|███████▍  | 24832/33666 [15:14<05:25, 27.15it/s, loss=2.93, v_num=0]
    Epoch 4:  74%|███████▍  | 24833/33666 [15:14<05:25, 27.15it/s, loss=2.93, v_num=0]
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    Epoch 4:  74%|███████▍  | 24834/33666 [15:14<05:25, 27.15it/s, loss=2.96, v_num=0]
    Epoch 4:  74%|███████▍  | 24834/33666 [15:14<05:25, 27.15it/s, loss=2.97, v_num=0]
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    Epoch 4:  74%|███████▍  | 24835/33666 [15:14<05:25, 27.15it/s, loss=2.96, v_num=0]
    Epoch 4:  74%|███████▍  | 24836/33666 [15:14<05:25, 27.15it/s, loss=2.96, v_num=0]
    Epoch 4:  74%|███████▍  | 24836/33666 [15:14<05:25, 27.15it/s, loss=2.93, v_num=0]
    Epoch 4:  74%|███████▍  | 24837/33666 [15:14<05:25, 27.15it/s, loss=2.93, v_num=0]
    Epoch 4:  74%|███████▍  | 24837/33666 [15:14<05:25, 27.15it/s, loss=3.01, v_num=0]
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    Epoch 4:  74%|███████▍  | 24838/33666 [15:14<05:25, 27.15it/s, loss=3.01, v_num=0]
    Epoch 4:  74%|███████▍  | 24839/33666 [15:14<05:25, 27.15it/s, loss=3.01, v_num=0]
    Epoch 4:  74%|███████▍  | 24839/33666 [15:14<05:25, 27.15it/s, loss=2.93, v_num=0]
    Epoch 4:  74%|███████▍  | 24840/33666 [15:14<05:25, 27.15it/s, loss=2.93, v_num=0]
    Epoch 4:  74%|███████▍  | 24840/33666 [15:14<05:25, 27.15it/s, loss=3.1, v_num=0] 
    Epoch 4:  74%|███████▍  | 24841/33666 [15:14<05:24, 27.15it/s, loss=3.1, v_num=0]
    Epoch 4:  74%|███████▍  | 24841/33666 [15:14<05:24, 27.15it/s, loss=3.11, v_num=0]
    Epoch 4:  74%|███████▍  | 24842/33666 [15:14<05:24, 27.15it/s, loss=3.11, v_num=0]
    Epoch 4:  74%|███████▍  | 24842/33666 [15:14<05:24, 27.15it/s, loss=3.24, v_num=0]
    Epoch 4:  74%|███████▍  | 24843/33666 [15:14<05:24, 27.15it/s, loss=3.24, v_num=0]
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    Epoch 4:  74%|███████▍  | 24844/33666 [15:14<05:24, 27.16it/s, loss=3.29, v_num=0]
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    Epoch 4:  74%|███████▍  | 24911/33666 [15:17<05:22, 27.15it/s, loss=3.41, v_num=0]
    Epoch 4:  74%|███████▍  | 24911/33666 [15:17<05:22, 27.15it/s, loss=3.4, v_num=0] 
    Epoch 4:  74%|███████▍  | 24912/33666 [15:17<05:22, 27.15it/s, loss=3.4, v_num=0]
    Epoch 4:  74%|███████▍  | 24912/33666 [15:17<05:22, 27.15it/s, loss=3.35, v_num=0]
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    Epoch 4:  74%|███████▍  | 24913/33666 [15:17<05:22, 27.16it/s, loss=3.28, v_num=0]
    Epoch 4:  74%|███████▍  | 24914/33666 [15:17<05:22, 27.16it/s, loss=3.28, v_num=0]
    Epoch 4:  74%|███████▍  | 24914/33666 [15:17<05:22, 27.16it/s, loss=3.18, v_num=0]
    Epoch 4:  74%|███████▍  | 24915/33666 [15:17<05:22, 27.16it/s, loss=3.18, v_num=0]
    Epoch 4:  74%|███████▍  | 24915/33666 [15:17<05:22, 27.16it/s, loss=3.14, v_num=0]
    Epoch 4:  74%|███████▍  | 24916/33666 [15:17<05:22, 27.15it/s, loss=3.14, v_num=0]
    Epoch 4:  74%|███████▍  | 24916/33666 [15:17<05:22, 27.15it/s, loss=3.11, v_num=0]
    Epoch 4:  74%|███████▍  | 24917/33666 [15:17<05:22, 27.16it/s, loss=3.11, v_num=0]
    Epoch 4:  74%|███████▍  | 24917/33666 [15:17<05:22, 27.16it/s, loss=3.11, v_num=0]
    Epoch 4:  74%|███████▍  | 24918/33666 [15:17<05:22, 27.16it/s, loss=3.11, v_num=0]
    Epoch 4:  74%|███████▍  | 24918/33666 [15:17<05:22, 27.16it/s, loss=3.09, v_num=0]
    Epoch 4:  74%|███████▍  | 24919/33666 [15:17<05:22, 27.15it/s, loss=3.09, v_num=0]
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    Epoch 4:  74%|███████▍  | 24920/33666 [15:17<05:22, 27.15it/s, loss=3.07, v_num=0]
    Epoch 4:  74%|███████▍  | 24920/33666 [15:17<05:22, 27.15it/s, loss=3.07, v_num=0]
    Epoch 4:  74%|███████▍  | 24921/33666 [15:17<05:22, 27.15it/s, loss=3.07, v_num=0]
    Epoch 4:  74%|███████▍  | 24921/33666 [15:17<05:22, 27.15it/s, loss=2.97, v_num=0]
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    Epoch 4:  74%|███████▍  | 24972/33666 [15:19<05:20, 27.15it/s, loss=3.2, v_num=0] 
    Epoch 4:  74%|███████▍  | 24973/33666 [15:19<05:20, 27.15it/s, loss=3.2, v_num=0]
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    Epoch 4:  74%|███████▍  | 24975/33666 [15:19<05:20, 27.15it/s, loss=3.2, v_num=0]
    Epoch 4:  74%|███████▍  | 24975/33666 [15:19<05:20, 27.15it/s, loss=3.35, v_num=0]
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    Epoch 4:  74%|███████▍  | 24976/33666 [15:19<05:20, 27.15it/s, loss=3.39, v_num=0]
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    Epoch 4:  74%|███████▍  | 24978/33666 [15:19<05:19, 27.15it/s, loss=3.39, v_num=0]
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    Epoch 4:  74%|███████▍  | 24986/33666 [15:20<05:19, 27.15it/s, loss=3.39, v_num=0]
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    Epoch 4:  75%|███████▍  | 25245/33666 [15:29<05:10, 27.16it/s, loss=3.16, v_num=0]
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    Epoch 4:  75%|███████▍  | 25247/33666 [15:29<05:09, 27.16it/s, loss=3.13, v_num=0]
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    Epoch 4:  75%|███████▍  | 25249/33666 [15:29<05:09, 27.16it/s, loss=3.17, v_num=0]
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    Epoch 4:  75%|███████▌  | 25250/33666 [15:29<05:09, 27.16it/s, loss=3.08, v_num=0]

    Validation: 0it [00:00, ?it/s]

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    Validation DataLoader 0:   0%|          | 37/8416 [00:00<01:12, 114.83it/s]
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    Validation DataLoader 0:   1%|          | 45/8416 [00:00<01:11, 116.29it/s]
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    Validation DataLoader 0:   1%|          | 46/8416 [00:00<01:11, 116.52it/s]
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    Validation DataLoader 0:   1%|          | 49/8416 [00:00<01:11, 117.02it/s]
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    Validation DataLoader 0:   1%|          | 50/8416 [00:00<01:11, 117.00it/s]
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    Validation DataLoader 0:   1%|          | 51/8416 [00:00<01:11, 117.12it/s]
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    Validation DataLoader 0:   1%|          | 52/8416 [00:00<01:11, 117.31it/s]
    Epoch 4:  75%|███████▌  | 25302/33666 [15:30<05:07, 27.18it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 53/8416 [00:00<01:11, 117.44it/s]
    Epoch 4:  75%|███████▌  | 25303/33666 [15:30<05:07, 27.18it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 54/8416 [00:00<01:11, 117.61it/s]
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    Validation DataLoader 0:   1%|          | 55/8416 [00:00<01:10, 117.78it/s]
    Epoch 4:  75%|███████▌  | 25305/33666 [15:30<05:07, 27.18it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 56/8416 [00:00<01:10, 117.93it/s]
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    Validation DataLoader 0:   1%|          | 57/8416 [00:00<01:10, 118.02it/s]
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    Validation DataLoader 0:   1%|          | 58/8416 [00:00<01:10, 118.01it/s]
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    Validation DataLoader 0:   1%|          | 59/8416 [00:00<01:10, 118.07it/s]
    Epoch 4:  75%|███████▌  | 25309/33666 [15:30<05:07, 27.19it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 60/8416 [00:00<01:10, 118.18it/s]
    Epoch 4:  75%|███████▌  | 25310/33666 [15:30<05:07, 27.19it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 61/8416 [00:00<01:10, 118.27it/s]
    Epoch 4:  75%|███████▌  | 25311/33666 [15:30<05:07, 27.19it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 62/8416 [00:00<01:11, 117.36it/s]
    Epoch 4:  75%|███████▌  | 25312/33666 [15:30<05:07, 27.19it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 63/8416 [00:00<01:11, 116.81it/s]
    Epoch 4:  75%|███████▌  | 25313/33666 [15:31<05:07, 27.19it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 64/8416 [00:00<01:11, 116.89it/s]
    Epoch 4:  75%|███████▌  | 25314/33666 [15:31<05:07, 27.19it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 65/8416 [00:00<01:11, 116.91it/s]
    Epoch 4:  75%|███████▌  | 25315/33666 [15:31<05:07, 27.19it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 66/8416 [00:00<01:11, 116.89it/s]
    Epoch 4:  75%|███████▌  | 25316/33666 [15:31<05:07, 27.19it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 67/8416 [00:00<01:11, 116.95it/s]
    Epoch 4:  75%|███████▌  | 25317/33666 [15:31<05:07, 27.19it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 68/8416 [00:00<01:11, 117.09it/s]
    Epoch 4:  75%|███████▌  | 25318/33666 [15:31<05:06, 27.19it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 69/8416 [00:00<01:11, 117.15it/s]
    Epoch 4:  75%|███████▌  | 25319/33666 [15:31<05:06, 27.19it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 70/8416 [00:00<01:11, 117.23it/s]
    Epoch 4:  75%|███████▌  | 25320/33666 [15:31<05:06, 27.19it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 71/8416 [00:00<01:11, 117.29it/s]
    Epoch 4:  75%|███████▌  | 25321/33666 [15:31<05:06, 27.20it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 72/8416 [00:00<01:11, 117.35it/s]
    Epoch 4:  75%|███████▌  | 25322/33666 [15:31<05:06, 27.20it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 73/8416 [00:00<01:11, 117.36it/s]
    Epoch 4:  75%|███████▌  | 25323/33666 [15:31<05:06, 27.20it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 74/8416 [00:00<01:11, 117.28it/s]
    Epoch 4:  75%|███████▌  | 25324/33666 [15:31<05:06, 27.20it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 75/8416 [00:00<01:11, 117.29it/s]
    Epoch 4:  75%|███████▌  | 25325/33666 [15:31<05:06, 27.20it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 76/8416 [00:00<01:11, 117.37it/s]
    Epoch 4:  75%|███████▌  | 25326/33666 [15:31<05:06, 27.20it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 77/8416 [00:00<01:11, 117.44it/s]
    Epoch 4:  75%|███████▌  | 25327/33666 [15:31<05:06, 27.20it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 78/8416 [00:00<01:10, 117.52it/s]
    Epoch 4:  75%|███████▌  | 25328/33666 [15:31<05:06, 27.20it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 79/8416 [00:00<01:10, 117.64it/s]
    Epoch 4:  75%|███████▌  | 25329/33666 [15:31<05:06, 27.20it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 80/8416 [00:00<01:10, 117.73it/s]
    Epoch 4:  75%|███████▌  | 25330/33666 [15:31<05:06, 27.20it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 81/8416 [00:00<01:10, 117.79it/s]
    Epoch 4:  75%|███████▌  | 25331/33666 [15:31<05:06, 27.20it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 82/8416 [00:00<01:10, 117.75it/s]
    Epoch 4:  75%|███████▌  | 25332/33666 [15:31<05:06, 27.20it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 83/8416 [00:00<01:10, 117.77it/s]
    Epoch 4:  75%|███████▌  | 25333/33666 [15:31<05:06, 27.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 84/8416 [00:00<01:10, 117.86it/s]
    Epoch 4:  75%|███████▌  | 25334/33666 [15:31<05:06, 27.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 85/8416 [00:00<01:10, 117.93it/s]
    Epoch 4:  75%|███████▌  | 25335/33666 [15:31<05:06, 27.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 86/8416 [00:00<01:10, 118.02it/s]
    Epoch 4:  75%|███████▌  | 25336/33666 [15:31<05:06, 27.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 87/8416 [00:00<01:10, 118.11it/s]
    Epoch 4:  75%|███████▌  | 25337/33666 [15:31<05:06, 27.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 88/8416 [00:00<01:10, 118.19it/s]
    Epoch 4:  75%|███████▌  | 25338/33666 [15:31<05:06, 27.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 89/8416 [00:00<01:10, 118.22it/s]
    Epoch 4:  75%|███████▌  | 25339/33666 [15:31<05:06, 27.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 90/8416 [00:00<01:10, 118.18it/s]
    Epoch 4:  75%|███████▌  | 25340/33666 [15:31<05:05, 27.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 91/8416 [00:00<01:10, 118.20it/s]
    Epoch 4:  75%|███████▌  | 25341/33666 [15:31<05:05, 27.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 92/8416 [00:00<01:10, 118.26it/s]
    Epoch 4:  75%|███████▌  | 25342/33666 [15:31<05:05, 27.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 93/8416 [00:00<01:10, 118.33it/s]
    Epoch 4:  75%|███████▌  | 25343/33666 [15:31<05:05, 27.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 94/8416 [00:00<01:10, 118.40it/s]
    Epoch 4:  75%|███████▌  | 25344/33666 [15:31<05:05, 27.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 95/8416 [00:00<01:10, 118.48it/s]
    Epoch 4:  75%|███████▌  | 25345/33666 [15:31<05:05, 27.22it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 96/8416 [00:00<01:10, 118.54it/s]
    Epoch 4:  75%|███████▌  | 25346/33666 [15:31<05:05, 27.22it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 97/8416 [00:00<01:10, 118.58it/s]
    Epoch 4:  75%|███████▌  | 25347/33666 [15:31<05:05, 27.22it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 98/8416 [00:00<01:10, 118.52it/s]
    Epoch 4:  75%|███████▌  | 25348/33666 [15:31<05:05, 27.22it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 99/8416 [00:00<01:10, 118.53it/s]
    Epoch 4:  75%|███████▌  | 25349/33666 [15:31<05:05, 27.22it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 100/8416 [00:00<01:10, 118.60it/s]
    Epoch 4:  75%|███████▌  | 25350/33666 [15:31<05:05, 27.22it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 101/8416 [00:00<01:10, 118.67it/s]
    Epoch 4:  75%|███████▌  | 25351/33666 [15:31<05:05, 27.22it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 102/8416 [00:00<01:10, 118.73it/s]
    Epoch 4:  75%|███████▌  | 25352/33666 [15:31<05:05, 27.22it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 103/8416 [00:00<01:09, 118.79it/s]
    Epoch 4:  75%|███████▌  | 25353/33666 [15:31<05:05, 27.22it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 104/8416 [00:00<01:09, 118.86it/s]
    Epoch 4:  75%|███████▌  | 25354/33666 [15:31<05:05, 27.22it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|          | 105/8416 [00:00<01:09, 118.90it/s]
    Epoch 4:  75%|███████▌  | 25355/33666 [15:31<05:05, 27.22it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|▏         | 106/8416 [00:00<01:09, 118.85it/s]
    Epoch 4:  75%|███████▌  | 25356/33666 [15:31<05:05, 27.22it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|▏         | 107/8416 [00:00<01:09, 118.85it/s]
    Epoch 4:  75%|███████▌  | 25357/33666 [15:31<05:05, 27.23it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|▏         | 108/8416 [00:00<01:09, 118.92it/s]
    Epoch 4:  75%|███████▌  | 25358/33666 [15:31<05:05, 27.23it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|▏         | 109/8416 [00:00<01:09, 118.97it/s]
    Epoch 4:  75%|███████▌  | 25359/33666 [15:31<05:05, 27.23it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|▏         | 110/8416 [00:00<01:09, 119.03it/s]
    Epoch 4:  75%|███████▌  | 25360/33666 [15:31<05:05, 27.23it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|▏         | 111/8416 [00:00<01:09, 119.08it/s]
    Epoch 4:  75%|███████▌  | 25361/33666 [15:31<05:05, 27.23it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|▏         | 112/8416 [00:00<01:09, 119.13it/s]
    Epoch 4:  75%|███████▌  | 25362/33666 [15:31<05:04, 27.23it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|▏         | 113/8416 [00:00<01:09, 119.17it/s]
    Epoch 4:  75%|███████▌  | 25363/33666 [15:31<05:04, 27.23it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|▏         | 114/8416 [00:00<01:09, 119.12it/s]
    Epoch 4:  75%|███████▌  | 25364/33666 [15:31<05:04, 27.23it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|▏         | 115/8416 [00:00<01:09, 119.12it/s]
    Epoch 4:  75%|███████▌  | 25365/33666 [15:31<05:04, 27.23it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|▏         | 116/8416 [00:00<01:09, 119.18it/s]
    Epoch 4:  75%|███████▌  | 25366/33666 [15:31<05:04, 27.23it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|▏         | 117/8416 [00:00<01:09, 119.22it/s]
    Epoch 4:  75%|███████▌  | 25367/33666 [15:31<05:04, 27.23it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|▏         | 118/8416 [00:00<01:09, 119.28it/s]
    Epoch 4:  75%|███████▌  | 25368/33666 [15:31<05:04, 27.23it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|▏         | 119/8416 [00:00<01:09, 119.33it/s]
    Epoch 4:  75%|███████▌  | 25369/33666 [15:31<05:04, 27.24it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|▏         | 120/8416 [00:01<01:09, 119.37it/s]
    Epoch 4:  75%|███████▌  | 25370/33666 [15:31<05:04, 27.24it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|▏         | 121/8416 [00:01<01:09, 119.39it/s]
    Epoch 4:  75%|███████▌  | 25371/33666 [15:31<05:04, 27.24it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|▏         | 122/8416 [00:01<01:09, 119.34it/s]
    Epoch 4:  75%|███████▌  | 25372/33666 [15:31<05:04, 27.24it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|▏         | 123/8416 [00:01<01:09, 119.35it/s]
    Epoch 4:  75%|███████▌  | 25373/33666 [15:31<05:04, 27.24it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|▏         | 124/8416 [00:01<01:09, 119.40it/s]
    Epoch 4:  75%|███████▌  | 25374/33666 [15:31<05:04, 27.24it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|▏         | 125/8416 [00:01<01:09, 119.44it/s]
    Epoch 4:  75%|███████▌  | 25375/33666 [15:31<05:04, 27.24it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   1%|▏         | 126/8416 [00:01<01:09, 119.39it/s]
    Epoch 4:  75%|███████▌  | 25376/33666 [15:31<05:04, 27.24it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 127/8416 [00:01<01:09, 119.44it/s]
    Epoch 4:  75%|███████▌  | 25377/33666 [15:31<05:04, 27.24it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 128/8416 [00:01<01:09, 119.49it/s]
    Epoch 4:  75%|███████▌  | 25378/33666 [15:31<05:04, 27.24it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 129/8416 [00:01<01:09, 119.51it/s]
    Epoch 4:  75%|███████▌  | 25379/33666 [15:31<05:04, 27.24it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 130/8416 [00:01<01:09, 119.53it/s]
    Epoch 4:  75%|███████▌  | 25380/33666 [15:31<05:04, 27.24it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 131/8416 [00:01<01:09, 119.57it/s]
    Epoch 4:  75%|███████▌  | 25381/33666 [15:31<05:04, 27.25it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 132/8416 [00:01<01:09, 119.62it/s]
    Epoch 4:  75%|███████▌  | 25382/33666 [15:31<05:04, 27.25it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 133/8416 [00:01<01:09, 119.65it/s]
    Epoch 4:  75%|███████▌  | 25383/33666 [15:31<05:03, 27.25it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 134/8416 [00:01<01:09, 119.71it/s]
    Epoch 4:  75%|███████▌  | 25384/33666 [15:31<05:03, 27.25it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 135/8416 [00:01<01:09, 119.76it/s]
    Epoch 4:  75%|███████▌  | 25385/33666 [15:31<05:03, 27.25it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 136/8416 [00:01<01:09, 119.81it/s]
    Epoch 4:  75%|███████▌  | 25386/33666 [15:31<05:03, 27.25it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 137/8416 [00:01<01:09, 119.62it/s]
    Epoch 4:  75%|███████▌  | 25387/33666 [15:31<05:03, 27.25it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 138/8416 [00:01<01:09, 119.54it/s]
    Epoch 4:  75%|███████▌  | 25388/33666 [15:31<05:03, 27.25it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 139/8416 [00:01<01:09, 119.54it/s]
    Epoch 4:  75%|███████▌  | 25389/33666 [15:31<05:03, 27.25it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 140/8416 [00:01<01:09, 119.57it/s]
    Epoch 4:  75%|███████▌  | 25390/33666 [15:31<05:03, 27.25it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 141/8416 [00:01<01:09, 119.59it/s]
    Epoch 4:  75%|███████▌  | 25391/33666 [15:31<05:03, 27.25it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 142/8416 [00:01<01:09, 119.63it/s]
    Epoch 4:  75%|███████▌  | 25392/33666 [15:31<05:03, 27.25it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 143/8416 [00:01<01:09, 119.66it/s]
    Epoch 4:  75%|███████▌  | 25393/33666 [15:31<05:03, 27.26it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 144/8416 [00:01<01:09, 119.70it/s]
    Epoch 4:  75%|███████▌  | 25394/33666 [15:31<05:03, 27.26it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 145/8416 [00:01<01:09, 119.51it/s]
    Epoch 4:  75%|███████▌  | 25395/33666 [15:31<05:03, 27.26it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 146/8416 [00:01<01:09, 119.45it/s]
    Epoch 4:  75%|███████▌  | 25396/33666 [15:31<05:03, 27.26it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 147/8416 [00:01<01:09, 119.46it/s]
    Epoch 4:  75%|███████▌  | 25397/33666 [15:31<05:03, 27.26it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 148/8416 [00:01<01:09, 119.49it/s]
    Epoch 4:  75%|███████▌  | 25398/33666 [15:31<05:03, 27.26it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 149/8416 [00:01<01:09, 119.51it/s]
    Epoch 4:  75%|███████▌  | 25399/33666 [15:31<05:03, 27.26it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 150/8416 [00:01<01:09, 119.54it/s]
    Epoch 4:  75%|███████▌  | 25400/33666 [15:31<05:03, 27.26it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 151/8416 [00:01<01:09, 119.57it/s]
    Epoch 4:  75%|███████▌  | 25401/33666 [15:31<05:03, 27.26it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 152/8416 [00:01<01:09, 119.62it/s]
    Epoch 4:  75%|███████▌  | 25402/33666 [15:31<05:03, 27.26it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 153/8416 [00:01<01:09, 119.44it/s]
    Epoch 4:  75%|███████▌  | 25403/33666 [15:31<05:03, 27.26it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 154/8416 [00:01<01:09, 119.39it/s]
    Epoch 4:  75%|███████▌  | 25404/33666 [15:31<05:03, 27.26it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 155/8416 [00:01<01:09, 119.40it/s]
    Epoch 4:  75%|███████▌  | 25405/33666 [15:31<05:02, 27.27it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 156/8416 [00:01<01:09, 119.42it/s]
    Epoch 4:  75%|███████▌  | 25406/33666 [15:31<05:02, 27.27it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 157/8416 [00:01<01:09, 119.44it/s]
    Epoch 4:  75%|███████▌  | 25407/33666 [15:31<05:02, 27.27it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 158/8416 [00:01<01:09, 119.46it/s]
    Epoch 4:  75%|███████▌  | 25408/33666 [15:31<05:02, 27.27it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 159/8416 [00:01<01:09, 119.50it/s]
    Epoch 4:  75%|███████▌  | 25409/33666 [15:31<05:02, 27.27it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 160/8416 [00:01<01:09, 119.53it/s]
    Epoch 4:  75%|███████▌  | 25410/33666 [15:31<05:02, 27.27it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 161/8416 [00:01<01:09, 119.38it/s]
    Epoch 4:  75%|███████▌  | 25411/33666 [15:31<05:02, 27.27it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 162/8416 [00:01<01:09, 119.32it/s]
    Epoch 4:  75%|███████▌  | 25412/33666 [15:31<05:02, 27.27it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 163/8416 [00:01<01:09, 119.34it/s]
    Epoch 4:  75%|███████▌  | 25413/33666 [15:31<05:02, 27.27it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 164/8416 [00:01<01:09, 119.36it/s]
    Epoch 4:  75%|███████▌  | 25414/33666 [15:31<05:02, 27.27it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 165/8416 [00:01<01:09, 119.38it/s]
    Epoch 4:  75%|███████▌  | 25415/33666 [15:31<05:02, 27.27it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 166/8416 [00:01<01:09, 119.42it/s]
    Epoch 4:  75%|███████▌  | 25416/33666 [15:31<05:02, 27.27it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 167/8416 [00:01<01:09, 119.46it/s]
    Epoch 4:  75%|███████▌  | 25417/33666 [15:31<05:02, 27.28it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 168/8416 [00:01<01:09, 119.49it/s]
    Epoch 4:  76%|███████▌  | 25418/33666 [15:31<05:02, 27.28it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 169/8416 [00:01<01:09, 119.33it/s]
    Epoch 4:  76%|███████▌  | 25419/33666 [15:31<05:02, 27.28it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 170/8416 [00:01<01:09, 119.29it/s]
    Epoch 4:  76%|███████▌  | 25420/33666 [15:31<05:02, 27.28it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 171/8416 [00:01<01:09, 119.30it/s]
    Epoch 4:  76%|███████▌  | 25421/33666 [15:31<05:02, 27.28it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 172/8416 [00:01<01:09, 119.32it/s]
    Epoch 4:  76%|███████▌  | 25422/33666 [15:31<05:02, 27.28it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 173/8416 [00:01<01:09, 119.34it/s]
    Epoch 4:  76%|███████▌  | 25423/33666 [15:31<05:02, 27.28it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 174/8416 [00:01<01:09, 119.36it/s]
    Epoch 4:  76%|███████▌  | 25424/33666 [15:31<05:02, 27.28it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 175/8416 [00:01<01:09, 119.39it/s]
    Epoch 4:  76%|███████▌  | 25425/33666 [15:31<05:02, 27.28it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 176/8416 [00:01<01:08, 119.43it/s]
    Epoch 4:  76%|███████▌  | 25426/33666 [15:31<05:02, 27.28it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 177/8416 [00:01<01:08, 119.45it/s]
    Epoch 4:  76%|███████▌  | 25427/33666 [15:31<05:01, 27.28it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 178/8416 [00:01<01:08, 119.43it/s]
    Epoch 4:  76%|███████▌  | 25428/33666 [15:31<05:01, 27.28it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 179/8416 [00:01<01:08, 119.43it/s]
    Epoch 4:  76%|███████▌  | 25429/33666 [15:31<05:01, 27.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 180/8416 [00:01<01:08, 119.47it/s]
    Epoch 4:  76%|███████▌  | 25430/33666 [15:31<05:01, 27.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 181/8416 [00:01<01:08, 119.51it/s]
    Epoch 4:  76%|███████▌  | 25431/33666 [15:31<05:01, 27.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 182/8416 [00:01<01:08, 119.54it/s]
    Epoch 4:  76%|███████▌  | 25432/33666 [15:31<05:01, 27.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 183/8416 [00:01<01:08, 119.58it/s]
    Epoch 4:  76%|███████▌  | 25433/33666 [15:31<05:01, 27.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 184/8416 [00:01<01:08, 119.62it/s]
    Epoch 4:  76%|███████▌  | 25434/33666 [15:32<05:01, 27.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 185/8416 [00:01<01:08, 119.63it/s]
    Epoch 4:  76%|███████▌  | 25435/33666 [15:32<05:01, 27.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 186/8416 [00:01<01:08, 119.62it/s]
    Epoch 4:  76%|███████▌  | 25436/33666 [15:32<05:01, 27.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 187/8416 [00:01<01:08, 119.62it/s]
    Epoch 4:  76%|███████▌  | 25437/33666 [15:32<05:01, 27.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 188/8416 [00:01<01:08, 119.66it/s]
    Epoch 4:  76%|███████▌  | 25438/33666 [15:32<05:01, 27.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 189/8416 [00:01<01:08, 119.69it/s]
    Epoch 4:  76%|███████▌  | 25439/33666 [15:32<05:01, 27.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 190/8416 [00:01<01:08, 119.65it/s]
    Epoch 4:  76%|███████▌  | 25440/33666 [15:32<05:01, 27.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 191/8416 [00:01<01:08, 119.69it/s]
    Epoch 4:  76%|███████▌  | 25441/33666 [15:32<05:01, 27.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 192/8416 [00:01<01:08, 119.72it/s]
    Epoch 4:  76%|███████▌  | 25442/33666 [15:32<05:01, 27.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 193/8416 [00:01<01:08, 119.73it/s]
    Epoch 4:  76%|███████▌  | 25443/33666 [15:32<05:01, 27.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 194/8416 [00:01<01:08, 119.71it/s]
    Epoch 4:  76%|███████▌  | 25444/33666 [15:32<05:01, 27.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 195/8416 [00:01<01:08, 119.71it/s]
    Epoch 4:  76%|███████▌  | 25445/33666 [15:32<05:01, 27.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 196/8416 [00:01<01:08, 119.74it/s]
    Epoch 4:  76%|███████▌  | 25446/33666 [15:32<05:01, 27.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 197/8416 [00:01<01:08, 119.77it/s]
    Epoch 4:  76%|███████▌  | 25447/33666 [15:32<05:01, 27.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 198/8416 [00:01<01:08, 119.81it/s]
    Epoch 4:  76%|███████▌  | 25448/33666 [15:32<05:01, 27.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 199/8416 [00:01<01:08, 119.84it/s]
    Epoch 4:  76%|███████▌  | 25449/33666 [15:32<05:00, 27.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 200/8416 [00:01<01:08, 119.86it/s]
    Epoch 4:  76%|███████▌  | 25450/33666 [15:32<05:00, 27.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 201/8416 [00:01<01:08, 119.86it/s]
    Epoch 4:  76%|███████▌  | 25451/33666 [15:32<05:00, 27.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 202/8416 [00:01<01:08, 119.70it/s]
    Epoch 4:  76%|███████▌  | 25452/33666 [15:32<05:00, 27.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 203/8416 [00:01<01:08, 119.69it/s]
    Epoch 4:  76%|███████▌  | 25453/33666 [15:32<05:00, 27.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 204/8416 [00:01<01:08, 119.70it/s]
    Epoch 4:  76%|███████▌  | 25454/33666 [15:32<05:00, 27.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 205/8416 [00:01<01:08, 119.71it/s]
    Epoch 4:  76%|███████▌  | 25455/33666 [15:32<05:00, 27.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 206/8416 [00:01<01:08, 119.71it/s]
    Epoch 4:  76%|███████▌  | 25456/33666 [15:32<05:00, 27.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 207/8416 [00:01<01:08, 119.72it/s]
    Epoch 4:  76%|███████▌  | 25457/33666 [15:32<05:00, 27.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 208/8416 [00:01<01:08, 119.73it/s]
    Epoch 4:  76%|███████▌  | 25458/33666 [15:32<05:00, 27.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 209/8416 [00:01<01:08, 119.72it/s]
    Epoch 4:  76%|███████▌  | 25459/33666 [15:32<05:00, 27.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   2%|▏         | 210/8416 [00:01<01:08, 119.70it/s]
    Epoch 4:  76%|███████▌  | 25460/33666 [15:32<05:00, 27.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 211/8416 [00:01<01:08, 119.71it/s]
    Epoch 4:  76%|███████▌  | 25461/33666 [15:32<05:00, 27.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 212/8416 [00:01<01:08, 119.74it/s]
    Epoch 4:  76%|███████▌  | 25462/33666 [15:32<05:00, 27.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 213/8416 [00:01<01:08, 119.77it/s]
    Epoch 4:  76%|███████▌  | 25463/33666 [15:32<05:00, 27.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 214/8416 [00:01<01:08, 119.80it/s]
    Epoch 4:  76%|███████▌  | 25464/33666 [15:32<05:00, 27.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 215/8416 [00:01<01:08, 119.83it/s]
    Epoch 4:  76%|███████▌  | 25465/33666 [15:32<05:00, 27.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 216/8416 [00:01<01:08, 119.86it/s]
    Epoch 4:  76%|███████▌  | 25466/33666 [15:32<05:00, 27.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 217/8416 [00:01<01:08, 119.87it/s]
    Epoch 4:  76%|███████▌  | 25467/33666 [15:32<05:00, 27.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 218/8416 [00:01<01:08, 119.86it/s]
    Epoch 4:  76%|███████▌  | 25468/33666 [15:32<05:00, 27.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 219/8416 [00:01<01:08, 119.86it/s]
    Epoch 4:  76%|███████▌  | 25469/33666 [15:32<05:00, 27.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 220/8416 [00:01<01:08, 119.89it/s]
    Epoch 4:  76%|███████▌  | 25470/33666 [15:32<05:00, 27.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 221/8416 [00:01<01:08, 119.92it/s]
    Epoch 4:  76%|███████▌  | 25471/33666 [15:32<04:59, 27.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 222/8416 [00:01<01:08, 119.94it/s]
    Epoch 4:  76%|███████▌  | 25472/33666 [15:32<04:59, 27.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 223/8416 [00:01<01:08, 119.97it/s]
    Epoch 4:  76%|███████▌  | 25473/33666 [15:32<04:59, 27.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 224/8416 [00:01<01:08, 120.00it/s]
    Epoch 4:  76%|███████▌  | 25474/33666 [15:32<04:59, 27.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 225/8416 [00:01<01:08, 120.01it/s]
    Epoch 4:  76%|███████▌  | 25475/33666 [15:32<04:59, 27.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 226/8416 [00:01<01:08, 120.00it/s]
    Epoch 4:  76%|███████▌  | 25476/33666 [15:32<04:59, 27.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 227/8416 [00:01<01:08, 120.00it/s]
    Epoch 4:  76%|███████▌  | 25477/33666 [15:32<04:59, 27.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 228/8416 [00:01<01:08, 120.03it/s]
    Epoch 4:  76%|███████▌  | 25478/33666 [15:32<04:59, 27.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 229/8416 [00:01<01:08, 120.05it/s]
    Epoch 4:  76%|███████▌  | 25479/33666 [15:32<04:59, 27.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 230/8416 [00:01<01:08, 120.08it/s]
    Epoch 4:  76%|███████▌  | 25480/33666 [15:32<04:59, 27.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 231/8416 [00:01<01:08, 120.11it/s]
    Epoch 4:  76%|███████▌  | 25481/33666 [15:32<04:59, 27.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 232/8416 [00:01<01:08, 120.14it/s]
    Epoch 4:  76%|███████▌  | 25482/33666 [15:32<04:59, 27.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 233/8416 [00:01<01:08, 120.15it/s]
    Epoch 4:  76%|███████▌  | 25483/33666 [15:32<04:59, 27.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 234/8416 [00:01<01:08, 120.13it/s]
    Epoch 4:  76%|███████▌  | 25484/33666 [15:32<04:59, 27.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 235/8416 [00:01<01:08, 120.12it/s]
    Epoch 4:  76%|███████▌  | 25485/33666 [15:32<04:59, 27.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 236/8416 [00:01<01:08, 120.13it/s]
    Epoch 4:  76%|███████▌  | 25486/33666 [15:32<04:59, 27.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 237/8416 [00:01<01:08, 120.09it/s]
    Epoch 4:  76%|███████▌  | 25487/33666 [15:32<04:59, 27.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 238/8416 [00:01<01:08, 120.10it/s]
    Epoch 4:  76%|███████▌  | 25488/33666 [15:32<04:59, 27.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 239/8416 [00:01<01:08, 120.12it/s]
    Epoch 4:  76%|███████▌  | 25489/33666 [15:32<04:59, 27.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 240/8416 [00:01<01:08, 120.12it/s]
    Epoch 4:  76%|███████▌  | 25490/33666 [15:32<04:59, 27.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 241/8416 [00:02<01:08, 120.12it/s]
    Epoch 4:  76%|███████▌  | 25491/33666 [15:32<04:59, 27.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 242/8416 [00:02<01:08, 120.09it/s]
    Epoch 4:  76%|███████▌  | 25492/33666 [15:32<04:59, 27.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 243/8416 [00:02<01:08, 120.08it/s]
    Epoch 4:  76%|███████▌  | 25493/33666 [15:32<04:58, 27.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 244/8416 [00:02<01:08, 120.11it/s]
    Epoch 4:  76%|███████▌  | 25494/33666 [15:32<04:58, 27.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 245/8416 [00:02<01:08, 120.13it/s]
    Epoch 4:  76%|███████▌  | 25495/33666 [15:32<04:58, 27.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 246/8416 [00:02<01:07, 120.15it/s]
    Epoch 4:  76%|███████▌  | 25496/33666 [15:32<04:58, 27.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 247/8416 [00:02<01:07, 120.17it/s]
    Epoch 4:  76%|███████▌  | 25497/33666 [15:32<04:58, 27.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 248/8416 [00:02<01:07, 120.19it/s]
    Epoch 4:  76%|███████▌  | 25498/33666 [15:32<04:58, 27.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 249/8416 [00:02<01:07, 120.20it/s]
    Epoch 4:  76%|███████▌  | 25499/33666 [15:32<04:58, 27.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 250/8416 [00:02<01:07, 120.18it/s]
    Epoch 4:  76%|███████▌  | 25500/33666 [15:32<04:58, 27.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 251/8416 [00:02<01:07, 120.17it/s]
    Epoch 4:  76%|███████▌  | 25501/33666 [15:32<04:58, 27.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 252/8416 [00:02<01:07, 120.19it/s]
    Epoch 4:  76%|███████▌  | 25502/33666 [15:32<04:58, 27.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 253/8416 [00:02<01:07, 120.21it/s]
    Epoch 4:  76%|███████▌  | 25503/33666 [15:32<04:58, 27.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 254/8416 [00:02<01:07, 120.18it/s]
    Epoch 4:  76%|███████▌  | 25504/33666 [15:32<04:58, 27.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 255/8416 [00:02<01:07, 120.20it/s]
    Epoch 4:  76%|███████▌  | 25505/33666 [15:32<04:58, 27.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 256/8416 [00:02<01:07, 120.21it/s]
    Epoch 4:  76%|███████▌  | 25506/33666 [15:32<04:58, 27.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 257/8416 [00:02<01:07, 120.20it/s]
    Epoch 4:  76%|███████▌  | 25507/33666 [15:32<04:58, 27.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 258/8416 [00:02<01:07, 120.18it/s]
    Epoch 4:  76%|███████▌  | 25508/33666 [15:32<04:58, 27.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 259/8416 [00:02<01:07, 120.18it/s]
    Epoch 4:  76%|███████▌  | 25509/33666 [15:32<04:58, 27.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 260/8416 [00:02<01:07, 120.20it/s]
    Epoch 4:  76%|███████▌  | 25510/33666 [15:32<04:58, 27.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 261/8416 [00:02<01:07, 120.22it/s]
    Epoch 4:  76%|███████▌  | 25511/33666 [15:32<04:58, 27.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 262/8416 [00:02<01:07, 120.23it/s]
    Epoch 4:  76%|███████▌  | 25512/33666 [15:32<04:58, 27.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 263/8416 [00:02<01:07, 120.26it/s]
    Epoch 4:  76%|███████▌  | 25513/33666 [15:32<04:58, 27.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 264/8416 [00:02<01:07, 120.28it/s]
    Epoch 4:  76%|███████▌  | 25514/33666 [15:32<04:57, 27.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 265/8416 [00:02<01:07, 120.29it/s]
    Epoch 4:  76%|███████▌  | 25515/33666 [15:32<04:57, 27.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 266/8416 [00:02<01:07, 120.27it/s]
    Epoch 4:  76%|███████▌  | 25516/33666 [15:32<04:57, 27.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 267/8416 [00:02<01:07, 120.27it/s]
    Epoch 4:  76%|███████▌  | 25517/33666 [15:32<04:57, 27.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 268/8416 [00:02<01:07, 120.29it/s]
    Epoch 4:  76%|███████▌  | 25518/33666 [15:32<04:57, 27.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 269/8416 [00:02<01:07, 120.31it/s]
    Epoch 4:  76%|███████▌  | 25519/33666 [15:32<04:57, 27.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 270/8416 [00:02<01:07, 120.33it/s]
    Epoch 4:  76%|███████▌  | 25520/33666 [15:32<04:57, 27.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 271/8416 [00:02<01:07, 120.35it/s]
    Epoch 4:  76%|███████▌  | 25521/33666 [15:32<04:57, 27.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 272/8416 [00:02<01:07, 120.37it/s]
    Epoch 4:  76%|███████▌  | 25522/33666 [15:32<04:57, 27.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 273/8416 [00:02<01:07, 120.07it/s]
    Epoch 4:  76%|███████▌  | 25523/33666 [15:32<04:57, 27.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 274/8416 [00:02<01:07, 120.08it/s]
    Epoch 4:  76%|███████▌  | 25524/33666 [15:32<04:57, 27.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 275/8416 [00:02<01:07, 120.10it/s]
    Epoch 4:  76%|███████▌  | 25525/33666 [15:32<04:57, 27.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 276/8416 [00:02<01:07, 120.13it/s]
    Epoch 4:  76%|███████▌  | 25526/33666 [15:32<04:57, 27.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 277/8416 [00:02<01:07, 120.15it/s]
    Epoch 4:  76%|███████▌  | 25527/33666 [15:32<04:57, 27.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 278/8416 [00:02<01:07, 120.18it/s]
    Epoch 4:  76%|███████▌  | 25528/33666 [15:32<04:57, 27.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 279/8416 [00:02<01:07, 120.20it/s]
    Epoch 4:  76%|███████▌  | 25529/33666 [15:32<04:57, 27.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 280/8416 [00:02<01:07, 120.23it/s]
    Epoch 4:  76%|███████▌  | 25530/33666 [15:32<04:57, 27.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 281/8416 [00:02<01:07, 120.24it/s]
    Epoch 4:  76%|███████▌  | 25531/33666 [15:32<04:57, 27.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 282/8416 [00:02<01:07, 120.22it/s]
    Epoch 4:  76%|███████▌  | 25532/33666 [15:32<04:57, 27.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 283/8416 [00:02<01:07, 120.23it/s]
    Epoch 4:  76%|███████▌  | 25533/33666 [15:32<04:57, 27.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 284/8416 [00:02<01:07, 120.25it/s]
    Epoch 4:  76%|███████▌  | 25534/33666 [15:32<04:57, 27.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 285/8416 [00:02<01:07, 120.27it/s]
    Epoch 4:  76%|███████▌  | 25535/33666 [15:32<04:57, 27.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 286/8416 [00:02<01:07, 120.29it/s]
    Epoch 4:  76%|███████▌  | 25536/33666 [15:32<04:56, 27.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 287/8416 [00:02<01:07, 120.31it/s]
    Epoch 4:  76%|███████▌  | 25537/33666 [15:32<04:56, 27.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 288/8416 [00:02<01:07, 120.33it/s]
    Epoch 4:  76%|███████▌  | 25538/33666 [15:32<04:56, 27.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 289/8416 [00:02<01:07, 120.34it/s]
    Epoch 4:  76%|███████▌  | 25539/33666 [15:32<04:56, 27.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 290/8416 [00:02<01:07, 120.32it/s]
    Epoch 4:  76%|███████▌  | 25540/33666 [15:32<04:56, 27.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 291/8416 [00:02<01:07, 120.32it/s]
    Epoch 4:  76%|███████▌  | 25541/33666 [15:32<04:56, 27.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 292/8416 [00:02<01:07, 120.35it/s]
    Epoch 4:  76%|███████▌  | 25542/33666 [15:32<04:56, 27.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 293/8416 [00:02<01:07, 120.37it/s]
    Epoch 4:  76%|███████▌  | 25543/33666 [15:32<04:56, 27.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   3%|▎         | 294/8416 [00:02<01:07, 120.39it/s]
    Epoch 4:  76%|███████▌  | 25544/33666 [15:32<04:56, 27.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▎         | 295/8416 [00:02<01:07, 120.41it/s]
    Epoch 4:  76%|███████▌  | 25545/33666 [15:32<04:56, 27.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▎         | 296/8416 [00:02<01:07, 120.43it/s]
    Epoch 4:  76%|███████▌  | 25546/33666 [15:32<04:56, 27.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▎         | 297/8416 [00:02<01:07, 120.44it/s]
    Epoch 4:  76%|███████▌  | 25547/33666 [15:32<04:56, 27.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▎         | 298/8416 [00:02<01:07, 120.42it/s]
    Epoch 4:  76%|███████▌  | 25548/33666 [15:32<04:56, 27.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▎         | 299/8416 [00:02<01:07, 120.43it/s]
    Epoch 4:  76%|███████▌  | 25549/33666 [15:32<04:56, 27.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▎         | 300/8416 [00:02<01:07, 120.45it/s]
    Epoch 4:  76%|███████▌  | 25550/33666 [15:32<04:56, 27.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▎         | 301/8416 [00:02<01:07, 120.46it/s]
    Epoch 4:  76%|███████▌  | 25551/33666 [15:32<04:56, 27.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▎         | 302/8416 [00:02<01:07, 120.48it/s]
    Epoch 4:  76%|███████▌  | 25552/33666 [15:32<04:56, 27.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▎         | 303/8416 [00:02<01:07, 120.51it/s]
    Epoch 4:  76%|███████▌  | 25553/33666 [15:32<04:56, 27.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▎         | 304/8416 [00:02<01:07, 120.52it/s]
    Epoch 4:  76%|███████▌  | 25554/33666 [15:32<04:56, 27.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▎         | 305/8416 [00:02<01:07, 120.53it/s]
    Epoch 4:  76%|███████▌  | 25555/33666 [15:32<04:56, 27.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▎         | 306/8416 [00:02<01:07, 120.51it/s]
    Epoch 4:  76%|███████▌  | 25556/33666 [15:33<04:56, 27.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▎         | 307/8416 [00:02<01:07, 120.52it/s]
    Epoch 4:  76%|███████▌  | 25557/33666 [15:33<04:56, 27.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▎         | 308/8416 [00:02<01:07, 120.53it/s]
    Epoch 4:  76%|███████▌  | 25558/33666 [15:33<04:55, 27.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▎         | 309/8416 [00:02<01:07, 120.55it/s]
    Epoch 4:  76%|███████▌  | 25559/33666 [15:33<04:55, 27.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▎         | 310/8416 [00:02<01:07, 120.57it/s]
    Epoch 4:  76%|███████▌  | 25560/33666 [15:33<04:55, 27.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▎         | 311/8416 [00:02<01:07, 120.59it/s]
    Epoch 4:  76%|███████▌  | 25561/33666 [15:33<04:55, 27.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▎         | 312/8416 [00:02<01:07, 120.61it/s]
    Epoch 4:  76%|███████▌  | 25562/33666 [15:33<04:55, 27.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▎         | 313/8416 [00:02<01:07, 120.61it/s]
    Epoch 4:  76%|███████▌  | 25563/33666 [15:33<04:55, 27.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▎         | 314/8416 [00:02<01:07, 120.60it/s]
    Epoch 4:  76%|███████▌  | 25564/33666 [15:33<04:55, 27.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▎         | 315/8416 [00:02<01:07, 120.60it/s]
    Epoch 4:  76%|███████▌  | 25565/33666 [15:33<04:55, 27.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 316/8416 [00:02<01:07, 120.62it/s]
    Epoch 4:  76%|███████▌  | 25566/33666 [15:33<04:55, 27.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 317/8416 [00:02<01:07, 120.64it/s]
    Epoch 4:  76%|███████▌  | 25567/33666 [15:33<04:55, 27.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 318/8416 [00:02<01:07, 120.61it/s]
    Epoch 4:  76%|███████▌  | 25568/33666 [15:33<04:55, 27.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 319/8416 [00:02<01:07, 120.63it/s]
    Epoch 4:  76%|███████▌  | 25569/33666 [15:33<04:55, 27.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 320/8416 [00:02<01:07, 120.65it/s]
    Epoch 4:  76%|███████▌  | 25570/33666 [15:33<04:55, 27.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 321/8416 [00:02<01:07, 120.65it/s]
    Epoch 4:  76%|███████▌  | 25571/33666 [15:33<04:55, 27.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 322/8416 [00:02<01:07, 120.64it/s]
    Epoch 4:  76%|███████▌  | 25572/33666 [15:33<04:55, 27.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 323/8416 [00:02<01:07, 120.64it/s]
    Epoch 4:  76%|███████▌  | 25573/33666 [15:33<04:55, 27.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 324/8416 [00:02<01:07, 120.66it/s]
    Epoch 4:  76%|███████▌  | 25574/33666 [15:33<04:55, 27.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 325/8416 [00:02<01:07, 120.68it/s]
    Epoch 4:  76%|███████▌  | 25575/33666 [15:33<04:55, 27.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 326/8416 [00:02<01:07, 120.69it/s]
    Epoch 4:  76%|███████▌  | 25576/33666 [15:33<04:55, 27.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 327/8416 [00:02<01:07, 120.71it/s]
    Epoch 4:  76%|███████▌  | 25577/33666 [15:33<04:55, 27.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 328/8416 [00:02<01:06, 120.72it/s]
    Epoch 4:  76%|███████▌  | 25578/33666 [15:33<04:55, 27.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 329/8416 [00:02<01:06, 120.73it/s]
    Epoch 4:  76%|███████▌  | 25579/33666 [15:33<04:55, 27.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 330/8416 [00:02<01:06, 120.72it/s]
    Epoch 4:  76%|███████▌  | 25580/33666 [15:33<04:54, 27.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 331/8416 [00:02<01:06, 120.72it/s]
    Epoch 4:  76%|███████▌  | 25581/33666 [15:33<04:54, 27.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 332/8416 [00:02<01:06, 120.74it/s]
    Epoch 4:  76%|███████▌  | 25582/33666 [15:33<04:54, 27.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 333/8416 [00:02<01:06, 120.75it/s]
    Epoch 4:  76%|███████▌  | 25583/33666 [15:33<04:54, 27.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 334/8416 [00:02<01:06, 120.77it/s]
    Epoch 4:  76%|███████▌  | 25584/33666 [15:33<04:54, 27.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 335/8416 [00:02<01:06, 120.79it/s]
    Epoch 4:  76%|███████▌  | 25585/33666 [15:33<04:54, 27.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 336/8416 [00:02<01:06, 120.81it/s]
    Epoch 4:  76%|███████▌  | 25586/33666 [15:33<04:54, 27.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 337/8416 [00:02<01:06, 120.82it/s]
    Epoch 4:  76%|███████▌  | 25587/33666 [15:33<04:54, 27.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 338/8416 [00:02<01:06, 120.80it/s]
    Epoch 4:  76%|███████▌  | 25588/33666 [15:33<04:54, 27.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 339/8416 [00:02<01:06, 120.80it/s]
    Epoch 4:  76%|███████▌  | 25589/33666 [15:33<04:54, 27.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 340/8416 [00:02<01:06, 120.82it/s]
    Epoch 4:  76%|███████▌  | 25590/33666 [15:33<04:54, 27.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 341/8416 [00:02<01:06, 120.83it/s]
    Epoch 4:  76%|███████▌  | 25591/33666 [15:33<04:54, 27.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 342/8416 [00:02<01:06, 120.85it/s]
    Epoch 4:  76%|███████▌  | 25592/33666 [15:33<04:54, 27.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 343/8416 [00:02<01:06, 120.87it/s]
    Epoch 4:  76%|███████▌  | 25593/33666 [15:33<04:54, 27.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 344/8416 [00:02<01:06, 120.88it/s]
    Epoch 4:  76%|███████▌  | 25594/33666 [15:33<04:54, 27.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 345/8416 [00:02<01:06, 120.89it/s]
    Epoch 4:  76%|███████▌  | 25595/33666 [15:33<04:54, 27.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 346/8416 [00:02<01:06, 120.87it/s]
    Epoch 4:  76%|███████▌  | 25596/33666 [15:33<04:54, 27.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 347/8416 [00:02<01:06, 120.87it/s]
    Epoch 4:  76%|███████▌  | 25597/33666 [15:33<04:54, 27.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 348/8416 [00:02<01:06, 120.88it/s]
    Epoch 4:  76%|███████▌  | 25598/33666 [15:33<04:54, 27.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 349/8416 [00:02<01:06, 120.90it/s]
    Epoch 4:  76%|███████▌  | 25599/33666 [15:33<04:54, 27.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 350/8416 [00:02<01:06, 120.91it/s]
    Epoch 4:  76%|███████▌  | 25600/33666 [15:33<04:54, 27.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 351/8416 [00:02<01:06, 120.93it/s]
    Epoch 4:  76%|███████▌  | 25601/33666 [15:33<04:54, 27.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 352/8416 [00:02<01:06, 120.95it/s]
    Epoch 4:  76%|███████▌  | 25602/33666 [15:33<04:53, 27.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 353/8416 [00:02<01:06, 120.95it/s]
    Epoch 4:  76%|███████▌  | 25603/33666 [15:33<04:53, 27.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 354/8416 [00:02<01:06, 120.93it/s]
    Epoch 4:  76%|███████▌  | 25604/33666 [15:33<04:53, 27.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 355/8416 [00:02<01:06, 120.93it/s]
    Epoch 4:  76%|███████▌  | 25605/33666 [15:33<04:53, 27.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 356/8416 [00:02<01:06, 120.95it/s]
    Epoch 4:  76%|███████▌  | 25606/33666 [15:33<04:53, 27.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 357/8416 [00:02<01:06, 120.96it/s]
    Epoch 4:  76%|███████▌  | 25607/33666 [15:33<04:53, 27.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 358/8416 [00:02<01:06, 120.98it/s]
    Epoch 4:  76%|███████▌  | 25608/33666 [15:33<04:53, 27.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 359/8416 [00:02<01:06, 120.99it/s]
    Epoch 4:  76%|███████▌  | 25609/33666 [15:33<04:53, 27.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 360/8416 [00:02<01:06, 121.01it/s]
    Epoch 4:  76%|███████▌  | 25610/33666 [15:33<04:53, 27.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 361/8416 [00:02<01:06, 121.02it/s]
    Epoch 4:  76%|███████▌  | 25611/33666 [15:33<04:53, 27.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 362/8416 [00:02<01:06, 121.00it/s]
    Epoch 4:  76%|███████▌  | 25612/33666 [15:33<04:53, 27.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 363/8416 [00:02<01:06, 121.00it/s]
    Epoch 4:  76%|███████▌  | 25613/33666 [15:33<04:53, 27.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 364/8416 [00:03<01:06, 121.01it/s]
    Epoch 4:  76%|███████▌  | 25614/33666 [15:33<04:53, 27.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 365/8416 [00:03<01:06, 121.02it/s]
    Epoch 4:  76%|███████▌  | 25615/33666 [15:33<04:53, 27.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 366/8416 [00:03<01:06, 121.04it/s]
    Epoch 4:  76%|███████▌  | 25616/33666 [15:33<04:53, 27.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 367/8416 [00:03<01:06, 121.06it/s]
    Epoch 4:  76%|███████▌  | 25617/33666 [15:33<04:53, 27.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 368/8416 [00:03<01:06, 121.07it/s]
    Epoch 4:  76%|███████▌  | 25618/33666 [15:33<04:53, 27.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 369/8416 [00:03<01:06, 121.08it/s]
    Epoch 4:  76%|███████▌  | 25619/33666 [15:33<04:53, 27.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 370/8416 [00:03<01:06, 121.06it/s]
    Epoch 4:  76%|███████▌  | 25620/33666 [15:33<04:53, 27.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 371/8416 [00:03<01:06, 121.06it/s]
    Epoch 4:  76%|███████▌  | 25621/33666 [15:33<04:53, 27.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 372/8416 [00:03<01:06, 121.07it/s]
    Epoch 4:  76%|███████▌  | 25622/33666 [15:33<04:53, 27.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 373/8416 [00:03<01:06, 121.08it/s]
    Epoch 4:  76%|███████▌  | 25623/33666 [15:33<04:53, 27.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 374/8416 [00:03<01:06, 121.09it/s]
    Epoch 4:  76%|███████▌  | 25624/33666 [15:33<04:52, 27.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 375/8416 [00:03<01:06, 121.11it/s]
    Epoch 4:  76%|███████▌  | 25625/33666 [15:33<04:52, 27.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 376/8416 [00:03<01:06, 121.13it/s]
    Epoch 4:  76%|███████▌  | 25626/33666 [15:33<04:52, 27.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 377/8416 [00:03<01:06, 121.12it/s]
    Epoch 4:  76%|███████▌  | 25627/33666 [15:33<04:52, 27.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   4%|▍         | 378/8416 [00:03<01:06, 121.11it/s]
    Epoch 4:  76%|███████▌  | 25628/33666 [15:33<04:52, 27.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▍         | 379/8416 [00:03<01:06, 121.10it/s]
    Epoch 4:  76%|███████▌  | 25629/33666 [15:33<04:52, 27.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▍         | 380/8416 [00:03<01:06, 121.12it/s]
    Epoch 4:  76%|███████▌  | 25630/33666 [15:33<04:52, 27.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▍         | 381/8416 [00:03<01:06, 121.13it/s]
    Epoch 4:  76%|███████▌  | 25631/33666 [15:33<04:52, 27.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▍         | 382/8416 [00:03<01:06, 121.11it/s]
    Epoch 4:  76%|███████▌  | 25632/33666 [15:33<04:52, 27.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▍         | 383/8416 [00:03<01:06, 121.13it/s]
    Epoch 4:  76%|███████▌  | 25633/33666 [15:33<04:52, 27.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▍         | 384/8416 [00:03<01:06, 121.14it/s]
    Epoch 4:  76%|███████▌  | 25634/33666 [15:33<04:52, 27.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▍         | 385/8416 [00:03<01:06, 121.15it/s]
    Epoch 4:  76%|███████▌  | 25635/33666 [15:33<04:52, 27.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▍         | 386/8416 [00:03<01:06, 121.13it/s]
    Epoch 4:  76%|███████▌  | 25636/33666 [15:33<04:52, 27.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▍         | 387/8416 [00:03<01:06, 121.13it/s]
    Epoch 4:  76%|███████▌  | 25637/33666 [15:33<04:52, 27.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▍         | 388/8416 [00:03<01:06, 121.14it/s]
    Epoch 4:  76%|███████▌  | 25638/33666 [15:33<04:52, 27.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▍         | 389/8416 [00:03<01:06, 121.15it/s]
    Epoch 4:  76%|███████▌  | 25639/33666 [15:33<04:52, 27.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▍         | 390/8416 [00:03<01:06, 121.17it/s]
    Epoch 4:  76%|███████▌  | 25640/33666 [15:33<04:52, 27.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▍         | 391/8416 [00:03<01:06, 121.19it/s]
    Epoch 4:  76%|███████▌  | 25641/33666 [15:33<04:52, 27.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▍         | 392/8416 [00:03<01:06, 121.20it/s]
    Epoch 4:  76%|███████▌  | 25642/33666 [15:33<04:52, 27.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▍         | 393/8416 [00:03<01:06, 121.20it/s]
    Epoch 4:  76%|███████▌  | 25643/33666 [15:33<04:52, 27.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▍         | 394/8416 [00:03<01:06, 121.18it/s]
    Epoch 4:  76%|███████▌  | 25644/33666 [15:33<04:52, 27.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▍         | 395/8416 [00:03<01:06, 121.19it/s]
    Epoch 4:  76%|███████▌  | 25645/33666 [15:33<04:52, 27.47it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▍         | 396/8416 [00:03<01:06, 121.20it/s]
    Epoch 4:  76%|███████▌  | 25646/33666 [15:33<04:51, 27.47it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▍         | 397/8416 [00:03<01:06, 121.21it/s]
    Epoch 4:  76%|███████▌  | 25647/33666 [15:33<04:51, 27.47it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▍         | 398/8416 [00:03<01:06, 121.23it/s]
    Epoch 4:  76%|███████▌  | 25648/33666 [15:33<04:51, 27.47it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▍         | 399/8416 [00:03<01:06, 121.24it/s]
    Epoch 4:  76%|███████▌  | 25649/33666 [15:33<04:51, 27.47it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▍         | 400/8416 [00:03<01:06, 121.26it/s]
    Epoch 4:  76%|███████▌  | 25650/33666 [15:33<04:51, 27.47it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▍         | 401/8416 [00:03<01:06, 121.26it/s]
    Epoch 4:  76%|███████▌  | 25651/33666 [15:33<04:51, 27.47it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▍         | 402/8416 [00:03<01:06, 121.25it/s]
    Epoch 4:  76%|███████▌  | 25652/33666 [15:33<04:51, 27.47it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▍         | 403/8416 [00:03<01:06, 121.25it/s]
    Epoch 4:  76%|███████▌  | 25653/33666 [15:33<04:51, 27.47it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▍         | 404/8416 [00:03<01:06, 121.26it/s]
    Epoch 4:  76%|███████▌  | 25654/33666 [15:33<04:51, 27.47it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▍         | 405/8416 [00:03<01:06, 121.27it/s]
    Epoch 4:  76%|███████▌  | 25655/33666 [15:33<04:51, 27.47it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▍         | 406/8416 [00:03<01:06, 121.28it/s]
    Epoch 4:  76%|███████▌  | 25656/33666 [15:33<04:51, 27.47it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▍         | 407/8416 [00:03<01:06, 121.30it/s]
    Epoch 4:  76%|███████▌  | 25657/33666 [15:33<04:51, 27.48it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▍         | 408/8416 [00:03<01:06, 121.31it/s]
    Epoch 4:  76%|███████▌  | 25658/33666 [15:33<04:51, 27.48it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▍         | 409/8416 [00:03<01:06, 121.31it/s]
    Epoch 4:  76%|███████▌  | 25659/33666 [15:33<04:51, 27.48it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▍         | 410/8416 [00:03<01:06, 121.30it/s]
    Epoch 4:  76%|███████▌  | 25660/33666 [15:33<04:51, 27.48it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▍         | 411/8416 [00:03<01:05, 121.29it/s]
    Epoch 4:  76%|███████▌  | 25661/33666 [15:33<04:51, 27.48it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▍         | 412/8416 [00:03<01:05, 121.31it/s]
    Epoch 4:  76%|███████▌  | 25662/33666 [15:33<04:51, 27.48it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▍         | 413/8416 [00:03<01:05, 121.32it/s]
    Epoch 4:  76%|███████▌  | 25663/33666 [15:33<04:51, 27.48it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▍         | 414/8416 [00:03<01:05, 121.33it/s]
    Epoch 4:  76%|███████▌  | 25664/33666 [15:33<04:51, 27.48it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▍         | 415/8416 [00:03<01:05, 121.34it/s]
    Epoch 4:  76%|███████▌  | 25665/33666 [15:33<04:51, 27.48it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▍         | 416/8416 [00:03<01:05, 121.35it/s]
    Epoch 4:  76%|███████▌  | 25666/33666 [15:33<04:51, 27.48it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▍         | 417/8416 [00:03<01:05, 121.36it/s]
    Epoch 4:  76%|███████▌  | 25667/33666 [15:33<04:51, 27.48it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▍         | 418/8416 [00:03<01:05, 121.34it/s]
    Epoch 4:  76%|███████▌  | 25668/33666 [15:33<04:51, 27.48it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▍         | 419/8416 [00:03<01:05, 121.33it/s]
    Epoch 4:  76%|███████▌  | 25669/33666 [15:33<04:50, 27.49it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▍         | 420/8416 [00:03<01:05, 121.34it/s]
    Epoch 4:  76%|███████▌  | 25670/33666 [15:33<04:50, 27.49it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▌         | 421/8416 [00:03<01:05, 121.35it/s]
    Epoch 4:  76%|███████▋  | 25671/33666 [15:33<04:50, 27.49it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▌         | 422/8416 [00:03<01:05, 121.36it/s]
    Epoch 4:  76%|███████▋  | 25672/33666 [15:33<04:50, 27.49it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▌         | 423/8416 [00:03<01:05, 121.37it/s]
    Epoch 4:  76%|███████▋  | 25673/33666 [15:33<04:50, 27.49it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▌         | 424/8416 [00:03<01:05, 121.38it/s]
    Epoch 4:  76%|███████▋  | 25674/33666 [15:33<04:50, 27.49it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▌         | 425/8416 [00:03<01:05, 121.38it/s]
    Epoch 4:  76%|███████▋  | 25675/33666 [15:33<04:50, 27.49it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▌         | 426/8416 [00:03<01:05, 121.37it/s]
    Epoch 4:  76%|███████▋  | 25676/33666 [15:33<04:50, 27.49it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▌         | 427/8416 [00:03<01:05, 121.37it/s]
    Epoch 4:  76%|███████▋  | 25677/33666 [15:33<04:50, 27.49it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▌         | 428/8416 [00:03<01:05, 121.38it/s]
    Epoch 4:  76%|███████▋  | 25678/33666 [15:33<04:50, 27.49it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▌         | 429/8416 [00:03<01:05, 121.39it/s]
    Epoch 4:  76%|███████▋  | 25679/33666 [15:34<04:50, 27.49it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▌         | 430/8416 [00:03<01:05, 121.40it/s]
    Epoch 4:  76%|███████▋  | 25680/33666 [15:34<04:50, 27.49it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▌         | 431/8416 [00:03<01:05, 121.42it/s]
    Epoch 4:  76%|███████▋  | 25681/33666 [15:34<04:50, 27.50it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▌         | 432/8416 [00:03<01:05, 121.43it/s]
    Epoch 4:  76%|███████▋  | 25682/33666 [15:34<04:50, 27.50it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▌         | 433/8416 [00:03<01:05, 121.43it/s]
    Epoch 4:  76%|███████▋  | 25683/33666 [15:34<04:50, 27.50it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▌         | 434/8416 [00:03<01:05, 121.41it/s]
    Epoch 4:  76%|███████▋  | 25684/33666 [15:34<04:50, 27.50it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▌         | 435/8416 [00:03<01:05, 121.41it/s]
    Epoch 4:  76%|███████▋  | 25685/33666 [15:34<04:50, 27.50it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▌         | 436/8416 [00:03<01:05, 121.42it/s]
    Epoch 4:  76%|███████▋  | 25686/33666 [15:34<04:50, 27.50it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▌         | 437/8416 [00:03<01:05, 121.43it/s]
    Epoch 4:  76%|███████▋  | 25687/33666 [15:34<04:50, 27.50it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▌         | 438/8416 [00:03<01:05, 121.45it/s]
    Epoch 4:  76%|███████▋  | 25688/33666 [15:34<04:50, 27.50it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▌         | 439/8416 [00:03<01:05, 121.46it/s]
    Epoch 4:  76%|███████▋  | 25689/33666 [15:34<04:50, 27.50it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▌         | 440/8416 [00:03<01:05, 121.47it/s]
    Epoch 4:  76%|███████▋  | 25690/33666 [15:34<04:50, 27.50it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▌         | 441/8416 [00:03<01:05, 121.47it/s]
    Epoch 4:  76%|███████▋  | 25691/33666 [15:34<04:49, 27.50it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▌         | 442/8416 [00:03<01:05, 121.45it/s]
    Epoch 4:  76%|███████▋  | 25692/33666 [15:34<04:49, 27.50it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▌         | 443/8416 [00:03<01:05, 121.45it/s]
    Epoch 4:  76%|███████▋  | 25693/33666 [15:34<04:49, 27.51it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▌         | 444/8416 [00:03<01:05, 121.46it/s]
    Epoch 4:  76%|███████▋  | 25694/33666 [15:34<04:49, 27.51it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▌         | 445/8416 [00:03<01:05, 121.47it/s]
    Epoch 4:  76%|███████▋  | 25695/33666 [15:34<04:49, 27.51it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▌         | 446/8416 [00:03<01:05, 121.45it/s]
    Epoch 4:  76%|███████▋  | 25696/33666 [15:34<04:49, 27.51it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▌         | 447/8416 [00:03<01:05, 121.47it/s]
    Epoch 4:  76%|███████▋  | 25697/33666 [15:34<04:49, 27.51it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▌         | 448/8416 [00:03<01:05, 121.48it/s]
    Epoch 4:  76%|███████▋  | 25698/33666 [15:34<04:49, 27.51it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▌         | 449/8416 [00:03<01:05, 121.48it/s]
    Epoch 4:  76%|███████▋  | 25699/33666 [15:34<04:49, 27.51it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▌         | 450/8416 [00:03<01:05, 121.46it/s]
    Epoch 4:  76%|███████▋  | 25700/33666 [15:34<04:49, 27.51it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▌         | 451/8416 [00:03<01:05, 121.44it/s]
    Epoch 4:  76%|███████▋  | 25701/33666 [15:34<04:49, 27.51it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▌         | 452/8416 [00:03<01:05, 121.45it/s]
    Epoch 4:  76%|███████▋  | 25702/33666 [15:34<04:49, 27.51it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▌         | 453/8416 [00:03<01:05, 121.45it/s]
    Epoch 4:  76%|███████▋  | 25703/33666 [15:34<04:49, 27.51it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▌         | 454/8416 [00:03<01:05, 121.46it/s]
    Epoch 4:  76%|███████▋  | 25704/33666 [15:34<04:49, 27.51it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▌         | 455/8416 [00:03<01:05, 121.46it/s]
    Epoch 4:  76%|███████▋  | 25705/33666 [15:34<04:49, 27.52it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▌         | 456/8416 [00:03<01:05, 121.47it/s]
    Epoch 4:  76%|███████▋  | 25706/33666 [15:34<04:49, 27.52it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▌         | 457/8416 [00:03<01:05, 121.47it/s]
    Epoch 4:  76%|███████▋  | 25707/33666 [15:34<04:49, 27.52it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▌         | 458/8416 [00:03<01:05, 121.45it/s]
    Epoch 4:  76%|███████▋  | 25708/33666 [15:34<04:49, 27.52it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▌         | 459/8416 [00:03<01:05, 121.45it/s]
    Epoch 4:  76%|███████▋  | 25709/33666 [15:34<04:49, 27.52it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▌         | 460/8416 [00:03<01:05, 121.46it/s]
    Epoch 4:  76%|███████▋  | 25710/33666 [15:34<04:49, 27.52it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▌         | 461/8416 [00:03<01:05, 121.47it/s]
    Epoch 4:  76%|███████▋  | 25711/33666 [15:34<04:49, 27.52it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   5%|▌         | 462/8416 [00:03<01:05, 121.48it/s]
    Epoch 4:  76%|███████▋  | 25712/33666 [15:34<04:49, 27.52it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 463/8416 [00:03<01:05, 121.49it/s]
    Epoch 4:  76%|███████▋  | 25713/33666 [15:34<04:48, 27.52it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 464/8416 [00:03<01:05, 121.50it/s]
    Epoch 4:  76%|███████▋  | 25714/33666 [15:34<04:48, 27.52it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 465/8416 [00:03<01:05, 121.51it/s]
    Epoch 4:  76%|███████▋  | 25715/33666 [15:34<04:48, 27.52it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 466/8416 [00:03<01:05, 121.49it/s]
    Epoch 4:  76%|███████▋  | 25716/33666 [15:34<04:48, 27.52it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 467/8416 [00:03<01:05, 121.49it/s]
    Epoch 4:  76%|███████▋  | 25717/33666 [15:34<04:48, 27.53it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 468/8416 [00:03<01:05, 121.49it/s]
    Epoch 4:  76%|███████▋  | 25718/33666 [15:34<04:48, 27.53it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 469/8416 [00:03<01:05, 121.50it/s]
    Epoch 4:  76%|███████▋  | 25719/33666 [15:34<04:48, 27.53it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 470/8416 [00:03<01:05, 121.51it/s]
    Epoch 4:  76%|███████▋  | 25720/33666 [15:34<04:48, 27.53it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 471/8416 [00:03<01:05, 121.52it/s]
    Epoch 4:  76%|███████▋  | 25721/33666 [15:34<04:48, 27.53it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 472/8416 [00:03<01:05, 121.52it/s]
    Epoch 4:  76%|███████▋  | 25722/33666 [15:34<04:48, 27.53it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 473/8416 [00:03<01:05, 121.52it/s]
    Epoch 4:  76%|███████▋  | 25723/33666 [15:34<04:48, 27.53it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 474/8416 [00:03<01:05, 121.47it/s]
    Epoch 4:  76%|███████▋  | 25724/33666 [15:34<04:48, 27.53it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 475/8416 [00:03<01:05, 121.47it/s]
    Epoch 4:  76%|███████▋  | 25725/33666 [15:34<04:48, 27.53it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 476/8416 [00:03<01:05, 121.48it/s]
    Epoch 4:  76%|███████▋  | 25726/33666 [15:34<04:48, 27.53it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 477/8416 [00:03<01:05, 121.36it/s]
    Epoch 4:  76%|███████▋  | 25727/33666 [15:34<04:48, 27.53it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 478/8416 [00:03<01:05, 121.37it/s]
    Epoch 4:  76%|███████▋  | 25728/33666 [15:34<04:48, 27.53it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 479/8416 [00:03<01:05, 121.37it/s]
    Epoch 4:  76%|███████▋  | 25729/33666 [15:34<04:48, 27.53it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 480/8416 [00:03<01:05, 121.38it/s]
    Epoch 4:  76%|███████▋  | 25730/33666 [15:34<04:48, 27.54it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 481/8416 [00:03<01:05, 121.32it/s]
    Epoch 4:  76%|███████▋  | 25731/33666 [15:34<04:48, 27.54it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 482/8416 [00:03<01:05, 121.30it/s]
    Epoch 4:  76%|███████▋  | 25732/33666 [15:34<04:48, 27.54it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 483/8416 [00:03<01:05, 121.30it/s]
    Epoch 4:  76%|███████▋  | 25733/33666 [15:34<04:48, 27.54it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 484/8416 [00:03<01:05, 121.31it/s]
    Epoch 4:  76%|███████▋  | 25734/33666 [15:34<04:48, 27.54it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 485/8416 [00:03<01:05, 121.32it/s]
    Epoch 4:  76%|███████▋  | 25735/33666 [15:34<04:47, 27.54it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 486/8416 [00:04<01:05, 121.33it/s]
    Epoch 4:  76%|███████▋  | 25736/33666 [15:34<04:47, 27.54it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 487/8416 [00:04<01:05, 121.34it/s]
    Epoch 4:  76%|███████▋  | 25737/33666 [15:34<04:47, 27.54it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 488/8416 [00:04<01:05, 121.35it/s]
    Epoch 4:  76%|███████▋  | 25738/33666 [15:34<04:47, 27.54it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 489/8416 [00:04<01:05, 121.29it/s]
    Epoch 4:  76%|███████▋  | 25739/33666 [15:34<04:47, 27.54it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 490/8416 [00:04<01:05, 121.26it/s]
    Epoch 4:  76%|███████▋  | 25740/33666 [15:34<04:47, 27.54it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 491/8416 [00:04<01:05, 121.26it/s]
    Epoch 4:  76%|███████▋  | 25741/33666 [15:34<04:47, 27.54it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 492/8416 [00:04<01:05, 121.27it/s]
    Epoch 4:  76%|███████▋  | 25742/33666 [15:34<04:47, 27.55it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 493/8416 [00:04<01:05, 121.28it/s]
    Epoch 4:  76%|███████▋  | 25743/33666 [15:34<04:47, 27.55it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 494/8416 [00:04<01:05, 121.29it/s]
    Epoch 4:  76%|███████▋  | 25744/33666 [15:34<04:47, 27.55it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 495/8416 [00:04<01:05, 121.30it/s]
    Epoch 4:  76%|███████▋  | 25745/33666 [15:34<04:47, 27.55it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 496/8416 [00:04<01:05, 121.31it/s]
    Epoch 4:  76%|███████▋  | 25746/33666 [15:34<04:47, 27.55it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 497/8416 [00:04<01:05, 121.24it/s]
    Epoch 4:  76%|███████▋  | 25747/33666 [15:34<04:47, 27.55it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 498/8416 [00:04<01:05, 121.22it/s]
    Epoch 4:  76%|███████▋  | 25748/33666 [15:34<04:47, 27.55it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 499/8416 [00:04<01:05, 121.22it/s]
    Epoch 4:  76%|███████▋  | 25749/33666 [15:34<04:47, 27.55it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 500/8416 [00:04<01:05, 121.23it/s]
    Epoch 4:  76%|███████▋  | 25750/33666 [15:34<04:47, 27.55it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 501/8416 [00:04<01:05, 121.23it/s]
    Epoch 4:  76%|███████▋  | 25751/33666 [15:34<04:47, 27.55it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 502/8416 [00:04<01:05, 121.24it/s]
    Epoch 4:  76%|███████▋  | 25752/33666 [15:34<04:47, 27.55it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 503/8416 [00:04<01:05, 121.25it/s]
    Epoch 4:  76%|███████▋  | 25753/33666 [15:34<04:47, 27.55it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 504/8416 [00:04<01:05, 121.26it/s]
    Epoch 4:  76%|███████▋  | 25754/33666 [15:34<04:47, 27.56it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 505/8416 [00:04<01:05, 121.20it/s]
    Epoch 4:  77%|███████▋  | 25755/33666 [15:34<04:47, 27.56it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 506/8416 [00:04<01:05, 121.17it/s]
    Epoch 4:  77%|███████▋  | 25756/33666 [15:34<04:47, 27.56it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 507/8416 [00:04<01:05, 121.17it/s]
    Epoch 4:  77%|███████▋  | 25757/33666 [15:34<04:46, 27.56it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 508/8416 [00:04<01:05, 121.17it/s]
    Epoch 4:  77%|███████▋  | 25758/33666 [15:34<04:46, 27.56it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 509/8416 [00:04<01:05, 121.17it/s]
    Epoch 4:  77%|███████▋  | 25759/33666 [15:34<04:46, 27.56it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 510/8416 [00:04<01:05, 121.15it/s]
    Epoch 4:  77%|███████▋  | 25760/33666 [15:34<04:46, 27.56it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 511/8416 [00:04<01:05, 121.15it/s]
    Epoch 4:  77%|███████▋  | 25761/33666 [15:34<04:46, 27.56it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 512/8416 [00:04<01:05, 121.15it/s]
    Epoch 4:  77%|███████▋  | 25762/33666 [15:34<04:46, 27.56it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 513/8416 [00:04<01:05, 121.15it/s]
    Epoch 4:  77%|███████▋  | 25763/33666 [15:34<04:46, 27.56it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 514/8416 [00:04<01:05, 121.14it/s]
    Epoch 4:  77%|███████▋  | 25764/33666 [15:34<04:46, 27.56it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 515/8416 [00:04<01:05, 121.15it/s]
    Epoch 4:  77%|███████▋  | 25765/33666 [15:34<04:46, 27.56it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 516/8416 [00:04<01:05, 121.16it/s]
    Epoch 4:  77%|███████▋  | 25766/33666 [15:34<04:46, 27.57it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 517/8416 [00:04<01:05, 121.17it/s]
    Epoch 4:  77%|███████▋  | 25767/33666 [15:34<04:46, 27.57it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 518/8416 [00:04<01:05, 121.18it/s]
    Epoch 4:  77%|███████▋  | 25768/33666 [15:34<04:46, 27.57it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 519/8416 [00:04<01:05, 121.10it/s]
    Epoch 4:  77%|███████▋  | 25769/33666 [15:34<04:46, 27.57it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 520/8416 [00:04<01:05, 121.00it/s]
    Epoch 4:  77%|███████▋  | 25770/33666 [15:34<04:46, 27.57it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 521/8416 [00:04<01:05, 121.01it/s]
    Epoch 4:  77%|███████▋  | 25771/33666 [15:34<04:46, 27.57it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 522/8416 [00:04<01:05, 121.02it/s]
    Epoch 4:  77%|███████▋  | 25772/33666 [15:34<04:46, 27.57it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 523/8416 [00:04<01:05, 121.03it/s]
    Epoch 4:  77%|███████▋  | 25773/33666 [15:34<04:46, 27.57it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 524/8416 [00:04<01:05, 121.03it/s]
    Epoch 4:  77%|███████▋  | 25774/33666 [15:34<04:46, 27.57it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▌         | 525/8416 [00:04<01:05, 121.02it/s]
    Epoch 4:  77%|███████▋  | 25775/33666 [15:34<04:46, 27.57it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▋         | 526/8416 [00:04<01:05, 121.02it/s]
    Epoch 4:  77%|███████▋  | 25776/33666 [15:34<04:46, 27.57it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▋         | 527/8416 [00:04<01:05, 121.03it/s]
    Epoch 4:  77%|███████▋  | 25777/33666 [15:34<04:46, 27.57it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▋         | 528/8416 [00:04<01:05, 121.04it/s]
    Epoch 4:  77%|███████▋  | 25778/33666 [15:34<04:46, 27.58it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▋         | 529/8416 [00:04<01:05, 121.06it/s]
    Epoch 4:  77%|███████▋  | 25779/33666 [15:34<04:46, 27.58it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▋         | 530/8416 [00:04<01:05, 121.07it/s]
    Epoch 4:  77%|███████▋  | 25780/33666 [15:34<04:45, 27.58it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▋         | 531/8416 [00:04<01:05, 121.08it/s]
    Epoch 4:  77%|███████▋  | 25781/33666 [15:34<04:45, 27.58it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▋         | 532/8416 [00:04<01:05, 121.08it/s]
    Epoch 4:  77%|███████▋  | 25782/33666 [15:34<04:45, 27.58it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▋         | 533/8416 [00:04<01:05, 121.07it/s]
    Epoch 4:  77%|███████▋  | 25783/33666 [15:34<04:45, 27.58it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▋         | 534/8416 [00:04<01:05, 121.07it/s]
    Epoch 4:  77%|███████▋  | 25784/33666 [15:34<04:45, 27.58it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▋         | 535/8416 [00:04<01:05, 121.09it/s]
    Epoch 4:  77%|███████▋  | 25785/33666 [15:34<04:45, 27.58it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▋         | 536/8416 [00:04<01:05, 121.10it/s]
    Epoch 4:  77%|███████▋  | 25786/33666 [15:34<04:45, 27.58it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▋         | 537/8416 [00:04<01:05, 121.10it/s]
    Epoch 4:  77%|███████▋  | 25787/33666 [15:34<04:45, 27.58it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▋         | 538/8416 [00:04<01:05, 121.12it/s]
    Epoch 4:  77%|███████▋  | 25788/33666 [15:34<04:45, 27.58it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▋         | 539/8416 [00:04<01:05, 121.13it/s]
    Epoch 4:  77%|███████▋  | 25789/33666 [15:34<04:45, 27.58it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▋         | 540/8416 [00:04<01:05, 121.13it/s]
    Epoch 4:  77%|███████▋  | 25790/33666 [15:34<04:45, 27.59it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▋         | 541/8416 [00:04<01:05, 121.12it/s]
    Epoch 4:  77%|███████▋  | 25791/33666 [15:34<04:45, 27.59it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▋         | 542/8416 [00:04<01:05, 121.11it/s]
    Epoch 4:  77%|███████▋  | 25792/33666 [15:34<04:45, 27.59it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▋         | 543/8416 [00:04<01:05, 121.12it/s]
    Epoch 4:  77%|███████▋  | 25793/33666 [15:34<04:45, 27.59it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▋         | 544/8416 [00:04<01:04, 121.12it/s]
    Epoch 4:  77%|███████▋  | 25794/33666 [15:34<04:45, 27.59it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▋         | 545/8416 [00:04<01:04, 121.12it/s]
    Epoch 4:  77%|███████▋  | 25795/33666 [15:34<04:45, 27.59it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▋         | 546/8416 [00:04<01:04, 121.13it/s]
    Epoch 4:  77%|███████▋  | 25796/33666 [15:34<04:45, 27.59it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   6%|▋         | 547/8416 [00:04<01:04, 121.13it/s]
    Epoch 4:  77%|███████▋  | 25797/33666 [15:34<04:45, 27.59it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 548/8416 [00:04<01:04, 121.14it/s]
    Epoch 4:  77%|███████▋  | 25798/33666 [15:34<04:45, 27.59it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 549/8416 [00:04<01:04, 121.12it/s]
    Epoch 4:  77%|███████▋  | 25799/33666 [15:35<04:45, 27.59it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 550/8416 [00:04<01:04, 121.11it/s]
    Epoch 4:  77%|███████▋  | 25800/33666 [15:35<04:45, 27.59it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 551/8416 [00:04<01:04, 121.11it/s]
    Epoch 4:  77%|███████▋  | 25801/33666 [15:35<04:45, 27.59it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 552/8416 [00:04<01:04, 121.11it/s]
    Epoch 4:  77%|███████▋  | 25802/33666 [15:35<04:44, 27.59it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 553/8416 [00:04<01:04, 121.08it/s]
    Epoch 4:  77%|███████▋  | 25803/33666 [15:35<04:44, 27.60it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 554/8416 [00:04<01:04, 121.07it/s]
    Epoch 4:  77%|███████▋  | 25804/33666 [15:35<04:44, 27.60it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 555/8416 [00:04<01:04, 121.07it/s]
    Epoch 4:  77%|███████▋  | 25805/33666 [15:35<04:44, 27.60it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 556/8416 [00:04<01:04, 120.96it/s]
    Epoch 4:  77%|███████▋  | 25806/33666 [15:35<04:44, 27.60it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 557/8416 [00:04<01:04, 120.95it/s]
    Epoch 4:  77%|███████▋  | 25807/33666 [15:35<04:44, 27.60it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 558/8416 [00:04<01:04, 120.96it/s]
    Epoch 4:  77%|███████▋  | 25808/33666 [15:35<04:44, 27.60it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 559/8416 [00:04<01:04, 120.97it/s]
    Epoch 4:  77%|███████▋  | 25809/33666 [15:35<04:44, 27.60it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 560/8416 [00:04<01:04, 120.99it/s]
    Epoch 4:  77%|███████▋  | 25810/33666 [15:35<04:44, 27.60it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 561/8416 [00:04<01:04, 120.99it/s]
    Epoch 4:  77%|███████▋  | 25811/33666 [15:35<04:44, 27.60it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 562/8416 [00:04<01:04, 120.97it/s]
    Epoch 4:  77%|███████▋  | 25812/33666 [15:35<04:44, 27.60it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 563/8416 [00:04<01:04, 120.97it/s]
    Epoch 4:  77%|███████▋  | 25813/33666 [15:35<04:44, 27.60it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 564/8416 [00:04<01:04, 120.98it/s]
    Epoch 4:  77%|███████▋  | 25814/33666 [15:35<04:44, 27.60it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 565/8416 [00:04<01:04, 120.99it/s]
    Epoch 4:  77%|███████▋  | 25815/33666 [15:35<04:44, 27.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 566/8416 [00:04<01:04, 120.99it/s]
    Epoch 4:  77%|███████▋  | 25816/33666 [15:35<04:44, 27.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 567/8416 [00:04<01:04, 121.00it/s]
    Epoch 4:  77%|███████▋  | 25817/33666 [15:35<04:44, 27.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 568/8416 [00:04<01:04, 121.01it/s]
    Epoch 4:  77%|███████▋  | 25818/33666 [15:35<04:44, 27.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 569/8416 [00:04<01:04, 121.01it/s]
    Epoch 4:  77%|███████▋  | 25819/33666 [15:35<04:44, 27.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 570/8416 [00:04<01:04, 120.99it/s]
    Epoch 4:  77%|███████▋  | 25820/33666 [15:35<04:44, 27.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 571/8416 [00:04<01:04, 120.99it/s]
    Epoch 4:  77%|███████▋  | 25821/33666 [15:35<04:44, 27.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 572/8416 [00:04<01:04, 121.00it/s]
    Epoch 4:  77%|███████▋  | 25822/33666 [15:35<04:44, 27.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 573/8416 [00:04<01:04, 121.01it/s]
    Epoch 4:  77%|███████▋  | 25823/33666 [15:35<04:44, 27.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 574/8416 [00:04<01:04, 121.00it/s]
    Epoch 4:  77%|███████▋  | 25824/33666 [15:35<04:43, 27.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 575/8416 [00:04<01:04, 121.01it/s]
    Epoch 4:  77%|███████▋  | 25825/33666 [15:35<04:43, 27.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 576/8416 [00:04<01:04, 121.02it/s]
    Epoch 4:  77%|███████▋  | 25826/33666 [15:35<04:43, 27.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 577/8416 [00:04<01:04, 121.02it/s]
    Epoch 4:  77%|███████▋  | 25827/33666 [15:35<04:43, 27.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 578/8416 [00:04<01:04, 121.01it/s]
    Epoch 4:  77%|███████▋  | 25828/33666 [15:35<04:43, 27.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 579/8416 [00:04<01:04, 121.01it/s]
    Epoch 4:  77%|███████▋  | 25829/33666 [15:35<04:43, 27.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 580/8416 [00:04<01:04, 121.02it/s]
    Epoch 4:  77%|███████▋  | 25830/33666 [15:35<04:43, 27.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 581/8416 [00:04<01:04, 121.02it/s]
    Epoch 4:  77%|███████▋  | 25831/33666 [15:35<04:43, 27.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 582/8416 [00:04<01:04, 121.03it/s]
    Epoch 4:  77%|███████▋  | 25832/33666 [15:35<04:43, 27.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 583/8416 [00:04<01:04, 121.04it/s]
    Epoch 4:  77%|███████▋  | 25833/33666 [15:35<04:43, 27.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 584/8416 [00:04<01:04, 121.05it/s]
    Epoch 4:  77%|███████▋  | 25834/33666 [15:35<04:43, 27.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 585/8416 [00:04<01:04, 121.06it/s]
    Epoch 4:  77%|███████▋  | 25835/33666 [15:35<04:43, 27.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 586/8416 [00:04<01:04, 121.04it/s]
    Epoch 4:  77%|███████▋  | 25836/33666 [15:35<04:43, 27.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 587/8416 [00:04<01:04, 121.04it/s]
    Epoch 4:  77%|███████▋  | 25837/33666 [15:35<04:43, 27.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 588/8416 [00:04<01:04, 121.05it/s]
    Epoch 4:  77%|███████▋  | 25838/33666 [15:35<04:43, 27.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 589/8416 [00:04<01:04, 121.06it/s]
    Epoch 4:  77%|███████▋  | 25839/33666 [15:35<04:43, 27.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 590/8416 [00:04<01:04, 121.07it/s]
    Epoch 4:  77%|███████▋  | 25840/33666 [15:35<04:43, 27.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 591/8416 [00:04<01:04, 121.08it/s]
    Epoch 4:  77%|███████▋  | 25841/33666 [15:35<04:43, 27.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 592/8416 [00:04<01:04, 121.09it/s]
    Epoch 4:  77%|███████▋  | 25842/33666 [15:35<04:43, 27.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 593/8416 [00:04<01:04, 121.09it/s]
    Epoch 4:  77%|███████▋  | 25843/33666 [15:35<04:43, 27.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 594/8416 [00:04<01:04, 121.08it/s]
    Epoch 4:  77%|███████▋  | 25844/33666 [15:35<04:43, 27.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 595/8416 [00:04<01:04, 121.09it/s]
    Epoch 4:  77%|███████▋  | 25845/33666 [15:35<04:43, 27.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 596/8416 [00:04<01:04, 121.09it/s]
    Epoch 4:  77%|███████▋  | 25846/33666 [15:35<04:43, 27.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 597/8416 [00:04<01:04, 121.10it/s]
    Epoch 4:  77%|███████▋  | 25847/33666 [15:35<04:42, 27.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 598/8416 [00:04<01:04, 121.11it/s]
    Epoch 4:  77%|███████▋  | 25848/33666 [15:35<04:42, 27.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 599/8416 [00:04<01:04, 121.12it/s]
    Epoch 4:  77%|███████▋  | 25849/33666 [15:35<04:42, 27.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 600/8416 [00:04<01:04, 121.13it/s]
    Epoch 4:  77%|███████▋  | 25850/33666 [15:35<04:42, 27.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 601/8416 [00:04<01:04, 121.13it/s]
    Epoch 4:  77%|███████▋  | 25851/33666 [15:35<04:42, 27.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 602/8416 [00:04<01:04, 121.11it/s]
    Epoch 4:  77%|███████▋  | 25852/33666 [15:35<04:42, 27.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 603/8416 [00:04<01:04, 121.11it/s]
    Epoch 4:  77%|███████▋  | 25853/33666 [15:35<04:42, 27.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 604/8416 [00:04<01:04, 121.12it/s]
    Epoch 4:  77%|███████▋  | 25854/33666 [15:35<04:42, 27.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 605/8416 [00:04<01:04, 121.13it/s]
    Epoch 4:  77%|███████▋  | 25855/33666 [15:35<04:42, 27.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 606/8416 [00:05<01:04, 121.14it/s]
    Epoch 4:  77%|███████▋  | 25856/33666 [15:35<04:42, 27.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 607/8416 [00:05<01:04, 121.15it/s]
    Epoch 4:  77%|███████▋  | 25857/33666 [15:35<04:42, 27.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 608/8416 [00:05<01:04, 121.16it/s]
    Epoch 4:  77%|███████▋  | 25858/33666 [15:35<04:42, 27.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 609/8416 [00:05<01:04, 121.16it/s]
    Epoch 4:  77%|███████▋  | 25859/33666 [15:35<04:42, 27.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 610/8416 [00:05<01:04, 121.15it/s]
    Epoch 4:  77%|███████▋  | 25860/33666 [15:35<04:42, 27.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 611/8416 [00:05<01:04, 121.14it/s]
    Epoch 4:  77%|███████▋  | 25861/33666 [15:35<04:42, 27.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 612/8416 [00:05<01:04, 121.15it/s]
    Epoch 4:  77%|███████▋  | 25862/33666 [15:35<04:42, 27.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 613/8416 [00:05<01:04, 121.16it/s]
    Epoch 4:  77%|███████▋  | 25863/33666 [15:35<04:42, 27.65it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 614/8416 [00:05<01:04, 121.17it/s]
    Epoch 4:  77%|███████▋  | 25864/33666 [15:35<04:42, 27.65it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 615/8416 [00:05<01:04, 121.18it/s]
    Epoch 4:  77%|███████▋  | 25865/33666 [15:35<04:42, 27.65it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 616/8416 [00:05<01:04, 121.18it/s]
    Epoch 4:  77%|███████▋  | 25866/33666 [15:35<04:42, 27.65it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 617/8416 [00:05<01:04, 121.12it/s]
    Epoch 4:  77%|███████▋  | 25867/33666 [15:35<04:42, 27.65it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 618/8416 [00:05<01:04, 121.10it/s]
    Epoch 4:  77%|███████▋  | 25868/33666 [15:35<04:42, 27.65it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 619/8416 [00:05<01:04, 121.10it/s]
    Epoch 4:  77%|███████▋  | 25869/33666 [15:35<04:41, 27.65it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 620/8416 [00:05<01:04, 121.11it/s]
    Epoch 4:  77%|███████▋  | 25870/33666 [15:35<04:41, 27.65it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 621/8416 [00:05<01:04, 121.12it/s]
    Epoch 4:  77%|███████▋  | 25871/33666 [15:35<04:41, 27.65it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 622/8416 [00:05<01:04, 121.12it/s]
    Epoch 4:  77%|███████▋  | 25872/33666 [15:35<04:41, 27.65it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 623/8416 [00:05<01:04, 120.99it/s]
    Epoch 4:  77%|███████▋  | 25873/33666 [15:35<04:41, 27.65it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 624/8416 [00:05<01:04, 121.01it/s]
    Epoch 4:  77%|███████▋  | 25874/33666 [15:35<04:41, 27.65it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 625/8416 [00:05<01:04, 121.01it/s]
    Epoch 4:  77%|███████▋  | 25875/33666 [15:35<04:41, 27.66it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 626/8416 [00:05<01:04, 121.00it/s]
    Epoch 4:  77%|███████▋  | 25876/33666 [15:35<04:41, 27.66it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 627/8416 [00:05<01:04, 121.00it/s]
    Epoch 4:  77%|███████▋  | 25877/33666 [15:35<04:41, 27.66it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 628/8416 [00:05<01:04, 121.01it/s]
    Epoch 4:  77%|███████▋  | 25878/33666 [15:35<04:41, 27.66it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 629/8416 [00:05<01:04, 121.02it/s]
    Epoch 4:  77%|███████▋  | 25879/33666 [15:35<04:41, 27.66it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 630/8416 [00:05<01:04, 121.03it/s]
    Epoch 4:  77%|███████▋  | 25880/33666 [15:35<04:41, 27.66it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   7%|▋         | 631/8416 [00:05<01:04, 121.03it/s]
    Epoch 4:  77%|███████▋  | 25881/33666 [15:35<04:41, 27.66it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 632/8416 [00:05<01:04, 121.04it/s]
    Epoch 4:  77%|███████▋  | 25882/33666 [15:35<04:41, 27.66it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 633/8416 [00:05<01:04, 121.04it/s]
    Epoch 4:  77%|███████▋  | 25883/33666 [15:35<04:41, 27.66it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 634/8416 [00:05<01:04, 121.04it/s]
    Epoch 4:  77%|███████▋  | 25884/33666 [15:35<04:41, 27.66it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 635/8416 [00:05<01:04, 121.04it/s]
    Epoch 4:  77%|███████▋  | 25885/33666 [15:35<04:41, 27.66it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 636/8416 [00:05<01:04, 121.04it/s]
    Epoch 4:  77%|███████▋  | 25886/33666 [15:35<04:41, 27.66it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 637/8416 [00:05<01:04, 121.05it/s]
    Epoch 4:  77%|███████▋  | 25887/33666 [15:35<04:41, 27.67it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 638/8416 [00:05<01:04, 121.04it/s]
    Epoch 4:  77%|███████▋  | 25888/33666 [15:35<04:41, 27.67it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 639/8416 [00:05<01:04, 121.05it/s]
    Epoch 4:  77%|███████▋  | 25889/33666 [15:35<04:41, 27.67it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 640/8416 [00:05<01:04, 121.06it/s]
    Epoch 4:  77%|███████▋  | 25890/33666 [15:35<04:41, 27.67it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 641/8416 [00:05<01:04, 121.06it/s]
    Epoch 4:  77%|███████▋  | 25891/33666 [15:35<04:41, 27.67it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 642/8416 [00:05<01:04, 121.06it/s]
    Epoch 4:  77%|███████▋  | 25892/33666 [15:35<04:40, 27.67it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 643/8416 [00:05<01:04, 121.06it/s]
    Epoch 4:  77%|███████▋  | 25893/33666 [15:35<04:40, 27.67it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 644/8416 [00:05<01:04, 121.07it/s]
    Epoch 4:  77%|███████▋  | 25894/33666 [15:35<04:40, 27.67it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 645/8416 [00:05<01:04, 121.08it/s]
    Epoch 4:  77%|███████▋  | 25895/33666 [15:35<04:40, 27.67it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 646/8416 [00:05<01:04, 121.09it/s]
    Epoch 4:  77%|███████▋  | 25896/33666 [15:35<04:40, 27.67it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 647/8416 [00:05<01:04, 121.10it/s]
    Epoch 4:  77%|███████▋  | 25897/33666 [15:35<04:40, 27.67it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 648/8416 [00:05<01:04, 121.10it/s]
    Epoch 4:  77%|███████▋  | 25898/33666 [15:35<04:40, 27.67it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 649/8416 [00:05<01:04, 121.11it/s]
    Epoch 4:  77%|███████▋  | 25899/33666 [15:35<04:40, 27.67it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 650/8416 [00:05<01:04, 121.10it/s]
    Epoch 4:  77%|███████▋  | 25900/33666 [15:35<04:40, 27.68it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 651/8416 [00:05<01:04, 121.10it/s]
    Epoch 4:  77%|███████▋  | 25901/33666 [15:35<04:40, 27.68it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 652/8416 [00:05<01:04, 121.11it/s]
    Epoch 4:  77%|███████▋  | 25902/33666 [15:35<04:40, 27.68it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 653/8416 [00:05<01:04, 121.12it/s]
    Epoch 4:  77%|███████▋  | 25903/33666 [15:35<04:40, 27.68it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 654/8416 [00:05<01:04, 121.12it/s]
    Epoch 4:  77%|███████▋  | 25904/33666 [15:35<04:40, 27.68it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 655/8416 [00:05<01:04, 121.13it/s]
    Epoch 4:  77%|███████▋  | 25905/33666 [15:35<04:40, 27.68it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 656/8416 [00:05<01:04, 121.14it/s]
    Epoch 4:  77%|███████▋  | 25906/33666 [15:35<04:40, 27.68it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 657/8416 [00:05<01:04, 121.14it/s]
    Epoch 4:  77%|███████▋  | 25907/33666 [15:35<04:40, 27.68it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 658/8416 [00:05<01:04, 121.13it/s]
    Epoch 4:  77%|███████▋  | 25908/33666 [15:35<04:40, 27.68it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 659/8416 [00:05<01:04, 121.13it/s]
    Epoch 4:  77%|███████▋  | 25909/33666 [15:35<04:40, 27.68it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 660/8416 [00:05<01:04, 121.13it/s]
    Epoch 4:  77%|███████▋  | 25910/33666 [15:35<04:40, 27.68it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 661/8416 [00:05<01:04, 121.12it/s]
    Epoch 4:  77%|███████▋  | 25911/33666 [15:35<04:40, 27.68it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 662/8416 [00:05<01:04, 121.12it/s]
    Epoch 4:  77%|███████▋  | 25912/33666 [15:35<04:40, 27.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 663/8416 [00:05<01:04, 121.12it/s]
    Epoch 4:  77%|███████▋  | 25913/33666 [15:35<04:40, 27.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 664/8416 [00:05<01:03, 121.13it/s]
    Epoch 4:  77%|███████▋  | 25914/33666 [15:35<04:39, 27.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 665/8416 [00:05<01:03, 121.13it/s]
    Epoch 4:  77%|███████▋  | 25915/33666 [15:35<04:39, 27.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 666/8416 [00:05<01:03, 121.12it/s]
    Epoch 4:  77%|███████▋  | 25916/33666 [15:35<04:39, 27.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 667/8416 [00:05<01:03, 121.11it/s]
    Epoch 4:  77%|███████▋  | 25917/33666 [15:35<04:39, 27.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 668/8416 [00:05<01:03, 121.12it/s]
    Epoch 4:  77%|███████▋  | 25918/33666 [15:35<04:39, 27.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 669/8416 [00:05<01:03, 121.12it/s]
    Epoch 4:  77%|███████▋  | 25919/33666 [15:35<04:39, 27.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 670/8416 [00:05<01:03, 121.13it/s]
    Epoch 4:  77%|███████▋  | 25920/33666 [15:35<04:39, 27.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 671/8416 [00:05<01:03, 121.13it/s]
    Epoch 4:  77%|███████▋  | 25921/33666 [15:36<04:39, 27.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 672/8416 [00:05<01:03, 121.14it/s]
    Epoch 4:  77%|███████▋  | 25922/33666 [15:36<04:39, 27.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 673/8416 [00:05<01:03, 121.14it/s]
    Epoch 4:  77%|███████▋  | 25923/33666 [15:36<04:39, 27.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 674/8416 [00:05<01:03, 121.12it/s]
    Epoch 4:  77%|███████▋  | 25924/33666 [15:36<04:39, 27.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 675/8416 [00:05<01:03, 121.11it/s]
    Epoch 4:  77%|███████▋  | 25925/33666 [15:36<04:39, 27.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 676/8416 [00:05<01:03, 121.11it/s]
    Epoch 4:  77%|███████▋  | 25926/33666 [15:36<04:39, 27.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 677/8416 [00:05<01:03, 121.10it/s]
    Epoch 4:  77%|███████▋  | 25927/33666 [15:36<04:39, 27.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 678/8416 [00:05<01:03, 121.11it/s]
    Epoch 4:  77%|███████▋  | 25928/33666 [15:36<04:39, 27.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 679/8416 [00:05<01:03, 121.11it/s]
    Epoch 4:  77%|███████▋  | 25929/33666 [15:36<04:39, 27.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 680/8416 [00:05<01:03, 121.12it/s]
    Epoch 4:  77%|███████▋  | 25930/33666 [15:36<04:39, 27.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 681/8416 [00:05<01:03, 121.03it/s]
    Epoch 4:  77%|███████▋  | 25931/33666 [15:36<04:39, 27.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 682/8416 [00:05<01:03, 121.04it/s]
    Epoch 4:  77%|███████▋  | 25932/33666 [15:36<04:39, 27.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 683/8416 [00:05<01:03, 121.04it/s]
    Epoch 4:  77%|███████▋  | 25933/33666 [15:36<04:39, 27.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 684/8416 [00:05<01:03, 121.04it/s]
    Epoch 4:  77%|███████▋  | 25934/33666 [15:36<04:39, 27.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 685/8416 [00:05<01:03, 121.04it/s]
    Epoch 4:  77%|███████▋  | 25935/33666 [15:36<04:39, 27.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 686/8416 [00:05<01:03, 121.05it/s]
    Epoch 4:  77%|███████▋  | 25936/33666 [15:36<04:39, 27.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 687/8416 [00:05<01:03, 121.05it/s]
    Epoch 4:  77%|███████▋  | 25937/33666 [15:36<04:38, 27.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 688/8416 [00:05<01:03, 121.06it/s]
    Epoch 4:  77%|███████▋  | 25938/33666 [15:36<04:38, 27.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 689/8416 [00:05<01:03, 121.06it/s]
    Epoch 4:  77%|███████▋  | 25939/33666 [15:36<04:38, 27.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 690/8416 [00:05<01:03, 121.02it/s]
    Epoch 4:  77%|███████▋  | 25940/33666 [15:36<04:38, 27.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 691/8416 [00:05<01:03, 121.02it/s]
    Epoch 4:  77%|███████▋  | 25941/33666 [15:36<04:38, 27.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 692/8416 [00:05<01:03, 121.02it/s]
    Epoch 4:  77%|███████▋  | 25942/33666 [15:36<04:38, 27.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 693/8416 [00:05<01:03, 121.02it/s]
    Epoch 4:  77%|███████▋  | 25943/33666 [15:36<04:38, 27.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 694/8416 [00:05<01:03, 121.03it/s]
    Epoch 4:  77%|███████▋  | 25944/33666 [15:36<04:38, 27.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 695/8416 [00:05<01:03, 121.04it/s]
    Epoch 4:  77%|███████▋  | 25945/33666 [15:36<04:38, 27.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 696/8416 [00:05<01:03, 121.04it/s]
    Epoch 4:  77%|███████▋  | 25946/33666 [15:36<04:38, 27.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 697/8416 [00:05<01:03, 121.03it/s]
    Epoch 4:  77%|███████▋  | 25947/33666 [15:36<04:38, 27.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 698/8416 [00:05<01:03, 121.02it/s]
    Epoch 4:  77%|███████▋  | 25948/33666 [15:36<04:38, 27.72it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 699/8416 [00:05<01:03, 121.02it/s]
    Epoch 4:  77%|███████▋  | 25949/33666 [15:36<04:38, 27.72it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 700/8416 [00:05<01:03, 121.03it/s]
    Epoch 4:  77%|███████▋  | 25950/33666 [15:36<04:38, 27.72it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 701/8416 [00:05<01:03, 121.04it/s]
    Epoch 4:  77%|███████▋  | 25951/33666 [15:36<04:38, 27.72it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 702/8416 [00:05<01:03, 121.03it/s]
    Epoch 4:  77%|███████▋  | 25952/33666 [15:36<04:38, 27.72it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 703/8416 [00:05<01:03, 121.04it/s]
    Epoch 4:  77%|███████▋  | 25953/33666 [15:36<04:38, 27.72it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 704/8416 [00:05<01:03, 121.04it/s]
    Epoch 4:  77%|███████▋  | 25954/33666 [15:36<04:38, 27.72it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 705/8416 [00:05<01:03, 121.05it/s]
    Epoch 4:  77%|███████▋  | 25955/33666 [15:36<04:38, 27.72it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 706/8416 [00:05<01:03, 121.05it/s]
    Epoch 4:  77%|███████▋  | 25956/33666 [15:36<04:38, 27.72it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 707/8416 [00:05<01:03, 121.04it/s]
    Epoch 4:  77%|███████▋  | 25957/33666 [15:36<04:38, 27.72it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 708/8416 [00:05<01:03, 121.05it/s]
    Epoch 4:  77%|███████▋  | 25958/33666 [15:36<04:38, 27.72it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 709/8416 [00:05<01:03, 121.06it/s]
    Epoch 4:  77%|███████▋  | 25959/33666 [15:36<04:37, 27.72it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 710/8416 [00:05<01:03, 121.06it/s]
    Epoch 4:  77%|███████▋  | 25960/33666 [15:36<04:37, 27.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 711/8416 [00:05<01:03, 121.07it/s]
    Epoch 4:  77%|███████▋  | 25961/33666 [15:36<04:37, 27.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 712/8416 [00:05<01:03, 121.08it/s]
    Epoch 4:  77%|███████▋  | 25962/33666 [15:36<04:37, 27.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 713/8416 [00:05<01:03, 121.08it/s]
    Epoch 4:  77%|███████▋  | 25963/33666 [15:36<04:37, 27.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 714/8416 [00:05<01:03, 121.08it/s]
    Epoch 4:  77%|███████▋  | 25964/33666 [15:36<04:37, 27.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   8%|▊         | 715/8416 [00:05<01:03, 121.08it/s]
    Epoch 4:  77%|███████▋  | 25965/33666 [15:36<04:37, 27.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▊         | 716/8416 [00:05<01:03, 121.09it/s]
    Epoch 4:  77%|███████▋  | 25966/33666 [15:36<04:37, 27.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▊         | 717/8416 [00:05<01:03, 121.10it/s]
    Epoch 4:  77%|███████▋  | 25967/33666 [15:36<04:37, 27.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▊         | 718/8416 [00:05<01:03, 121.10it/s]
    Epoch 4:  77%|███████▋  | 25968/33666 [15:36<04:37, 27.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▊         | 719/8416 [00:05<01:03, 121.11it/s]
    Epoch 4:  77%|███████▋  | 25969/33666 [15:36<04:37, 27.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▊         | 720/8416 [00:05<01:03, 121.12it/s]
    Epoch 4:  77%|███████▋  | 25970/33666 [15:36<04:37, 27.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▊         | 721/8416 [00:05<01:03, 121.12it/s]
    Epoch 4:  77%|███████▋  | 25971/33666 [15:36<04:37, 27.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▊         | 722/8416 [00:05<01:03, 121.12it/s]
    Epoch 4:  77%|███████▋  | 25972/33666 [15:36<04:37, 27.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▊         | 723/8416 [00:05<01:03, 121.12it/s]
    Epoch 4:  77%|███████▋  | 25973/33666 [15:36<04:37, 27.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▊         | 724/8416 [00:05<01:03, 121.12it/s]
    Epoch 4:  77%|███████▋  | 25974/33666 [15:36<04:37, 27.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▊         | 725/8416 [00:05<01:03, 121.13it/s]
    Epoch 4:  77%|███████▋  | 25975/33666 [15:36<04:37, 27.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▊         | 726/8416 [00:05<01:03, 121.13it/s]
    Epoch 4:  77%|███████▋  | 25976/33666 [15:36<04:37, 27.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▊         | 727/8416 [00:06<01:03, 121.14it/s]
    Epoch 4:  77%|███████▋  | 25977/33666 [15:36<04:37, 27.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▊         | 728/8416 [00:06<01:03, 121.15it/s]
    Epoch 4:  77%|███████▋  | 25978/33666 [15:36<04:37, 27.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▊         | 729/8416 [00:06<01:03, 121.15it/s]
    Epoch 4:  77%|███████▋  | 25979/33666 [15:36<04:37, 27.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▊         | 730/8416 [00:06<01:03, 121.15it/s]
    Epoch 4:  77%|███████▋  | 25980/33666 [15:36<04:37, 27.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▊         | 731/8416 [00:06<01:03, 121.15it/s]
    Epoch 4:  77%|███████▋  | 25981/33666 [15:36<04:37, 27.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▊         | 732/8416 [00:06<01:03, 121.15it/s]
    Epoch 4:  77%|███████▋  | 25982/33666 [15:36<04:36, 27.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▊         | 733/8416 [00:06<01:03, 121.16it/s]
    Epoch 4:  77%|███████▋  | 25983/33666 [15:36<04:36, 27.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▊         | 734/8416 [00:06<01:03, 121.16it/s]
    Epoch 4:  77%|███████▋  | 25984/33666 [15:36<04:36, 27.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▊         | 735/8416 [00:06<01:03, 121.17it/s]
    Epoch 4:  77%|███████▋  | 25985/33666 [15:36<04:36, 27.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▊         | 736/8416 [00:06<01:03, 121.18it/s]
    Epoch 4:  77%|███████▋  | 25986/33666 [15:36<04:36, 27.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 737/8416 [00:06<01:03, 121.18it/s]
    Epoch 4:  77%|███████▋  | 25987/33666 [15:36<04:36, 27.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 738/8416 [00:06<01:03, 121.17it/s]
    Epoch 4:  77%|███████▋  | 25988/33666 [15:36<04:36, 27.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 739/8416 [00:06<01:03, 121.17it/s]
    Epoch 4:  77%|███████▋  | 25989/33666 [15:36<04:36, 27.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 740/8416 [00:06<01:03, 121.18it/s]
    Epoch 4:  77%|███████▋  | 25990/33666 [15:36<04:36, 27.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 741/8416 [00:06<01:03, 121.19it/s]
    Epoch 4:  77%|███████▋  | 25991/33666 [15:36<04:36, 27.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 742/8416 [00:06<01:03, 121.19it/s]
    Epoch 4:  77%|███████▋  | 25992/33666 [15:36<04:36, 27.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 743/8416 [00:06<01:03, 121.20it/s]
    Epoch 4:  77%|███████▋  | 25993/33666 [15:36<04:36, 27.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 744/8416 [00:06<01:03, 121.21it/s]
    Epoch 4:  77%|███████▋  | 25994/33666 [15:36<04:36, 27.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 745/8416 [00:06<01:03, 121.21it/s]
    Epoch 4:  77%|███████▋  | 25995/33666 [15:36<04:36, 27.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 746/8416 [00:06<01:03, 121.20it/s]
    Epoch 4:  77%|███████▋  | 25996/33666 [15:36<04:36, 27.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 747/8416 [00:06<01:03, 121.20it/s]
    Epoch 4:  77%|███████▋  | 25997/33666 [15:36<04:36, 27.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 748/8416 [00:06<01:03, 121.21it/s]
    Epoch 4:  77%|███████▋  | 25998/33666 [15:36<04:36, 27.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 749/8416 [00:06<01:03, 121.21it/s]
    Epoch 4:  77%|███████▋  | 25999/33666 [15:36<04:36, 27.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 750/8416 [00:06<01:03, 121.22it/s]
    Epoch 4:  77%|███████▋  | 26000/33666 [15:36<04:36, 27.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 751/8416 [00:06<01:03, 121.23it/s]
    Epoch 4:  77%|███████▋  | 26001/33666 [15:36<04:36, 27.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 752/8416 [00:06<01:03, 121.12it/s]
    Epoch 4:  77%|███████▋  | 26002/33666 [15:36<04:36, 27.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 753/8416 [00:06<01:03, 121.08it/s]
    Epoch 4:  77%|███████▋  | 26003/33666 [15:36<04:36, 27.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 754/8416 [00:06<01:03, 121.07it/s]
    Epoch 4:  77%|███████▋  | 26004/33666 [15:36<04:35, 27.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 755/8416 [00:06<01:03, 121.07it/s]
    Epoch 4:  77%|███████▋  | 26005/33666 [15:36<04:35, 27.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 756/8416 [00:06<01:03, 121.07it/s]
    Epoch 4:  77%|███████▋  | 26006/33666 [15:36<04:35, 27.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 757/8416 [00:06<01:03, 121.07it/s]
    Epoch 4:  77%|███████▋  | 26007/33666 [15:36<04:35, 27.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 758/8416 [00:06<01:03, 121.07it/s]
    Epoch 4:  77%|███████▋  | 26008/33666 [15:36<04:35, 27.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 759/8416 [00:06<01:03, 121.07it/s]
    Epoch 4:  77%|███████▋  | 26009/33666 [15:36<04:35, 27.77it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 760/8416 [00:06<01:03, 121.07it/s]
    Epoch 4:  77%|███████▋  | 26010/33666 [15:36<04:35, 27.77it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 761/8416 [00:06<01:03, 121.03it/s]
    Epoch 4:  77%|███████▋  | 26011/33666 [15:36<04:35, 27.77it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 762/8416 [00:06<01:03, 121.01it/s]
    Epoch 4:  77%|███████▋  | 26012/33666 [15:36<04:35, 27.77it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 763/8416 [00:06<01:03, 121.01it/s]
    Epoch 4:  77%|███████▋  | 26013/33666 [15:36<04:35, 27.77it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 764/8416 [00:06<01:03, 120.97it/s]
    Epoch 4:  77%|███████▋  | 26014/33666 [15:36<04:35, 27.77it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 765/8416 [00:06<01:03, 120.97it/s]
    Epoch 4:  77%|███████▋  | 26015/33666 [15:36<04:35, 27.77it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 766/8416 [00:06<01:03, 120.95it/s]
    Epoch 4:  77%|███████▋  | 26016/33666 [15:36<04:35, 27.77it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 767/8416 [00:06<01:03, 120.95it/s]
    Epoch 4:  77%|███████▋  | 26017/33666 [15:36<04:35, 27.77it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 768/8416 [00:06<01:03, 120.96it/s]
    Epoch 4:  77%|███████▋  | 26018/33666 [15:36<04:35, 27.77it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 769/8416 [00:06<01:03, 120.96it/s]
    Epoch 4:  77%|███████▋  | 26019/33666 [15:36<04:35, 27.77it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 770/8416 [00:06<01:03, 120.95it/s]
    Epoch 4:  77%|███████▋  | 26020/33666 [15:36<04:35, 27.77it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 771/8416 [00:06<01:03, 120.95it/s]
    Epoch 4:  77%|███████▋  | 26021/33666 [15:36<04:35, 27.78it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 772/8416 [00:06<01:03, 120.95it/s]
    Epoch 4:  77%|███████▋  | 26022/33666 [15:36<04:35, 27.78it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 773/8416 [00:06<01:03, 120.96it/s]
    Epoch 4:  77%|███████▋  | 26023/33666 [15:36<04:35, 27.78it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 774/8416 [00:06<01:03, 120.97it/s]
    Epoch 4:  77%|███████▋  | 26024/33666 [15:36<04:35, 27.78it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 775/8416 [00:06<01:03, 120.97it/s]
    Epoch 4:  77%|███████▋  | 26025/33666 [15:36<04:35, 27.78it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 776/8416 [00:06<01:03, 120.98it/s]
    Epoch 4:  77%|███████▋  | 26026/33666 [15:36<04:35, 27.78it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 777/8416 [00:06<01:03, 120.98it/s]
    Epoch 4:  77%|███████▋  | 26027/33666 [15:36<04:34, 27.78it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 778/8416 [00:06<01:03, 120.97it/s]
    Epoch 4:  77%|███████▋  | 26028/33666 [15:36<04:34, 27.78it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 779/8416 [00:06<01:03, 120.97it/s]
    Epoch 4:  77%|███████▋  | 26029/33666 [15:36<04:34, 27.78it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 780/8416 [00:06<01:03, 120.98it/s]
    Epoch 4:  77%|███████▋  | 26030/33666 [15:36<04:34, 27.78it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 781/8416 [00:06<01:03, 120.98it/s]
    Epoch 4:  77%|███████▋  | 26031/33666 [15:36<04:34, 27.78it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 782/8416 [00:06<01:03, 120.99it/s]
    Epoch 4:  77%|███████▋  | 26032/33666 [15:36<04:34, 27.78it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 783/8416 [00:06<01:03, 121.00it/s]
    Epoch 4:  77%|███████▋  | 26033/33666 [15:36<04:34, 27.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 784/8416 [00:06<01:03, 121.00it/s]
    Epoch 4:  77%|███████▋  | 26034/33666 [15:36<04:34, 27.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 785/8416 [00:06<01:03, 121.01it/s]
    Epoch 4:  77%|███████▋  | 26035/33666 [15:36<04:34, 27.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 786/8416 [00:06<01:03, 121.00it/s]
    Epoch 4:  77%|███████▋  | 26036/33666 [15:36<04:34, 27.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 787/8416 [00:06<01:03, 121.00it/s]
    Epoch 4:  77%|███████▋  | 26037/33666 [15:36<04:34, 27.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 788/8416 [00:06<01:03, 121.00it/s]
    Epoch 4:  77%|███████▋  | 26038/33666 [15:36<04:34, 27.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 789/8416 [00:06<01:03, 121.01it/s]
    Epoch 4:  77%|███████▋  | 26039/33666 [15:36<04:34, 27.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 790/8416 [00:06<01:03, 121.01it/s]
    Epoch 4:  77%|███████▋  | 26040/33666 [15:36<04:34, 27.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 791/8416 [00:06<01:03, 121.02it/s]
    Epoch 4:  77%|███████▋  | 26041/33666 [15:37<04:34, 27.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 792/8416 [00:06<01:02, 121.02it/s]
    Epoch 4:  77%|███████▋  | 26042/33666 [15:37<04:34, 27.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 793/8416 [00:06<01:02, 121.02it/s]
    Epoch 4:  77%|███████▋  | 26043/33666 [15:37<04:34, 27.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 794/8416 [00:06<01:02, 121.02it/s]
    Epoch 4:  77%|███████▋  | 26044/33666 [15:37<04:34, 27.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 795/8416 [00:06<01:02, 121.02it/s]
    Epoch 4:  77%|███████▋  | 26045/33666 [15:37<04:34, 27.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 796/8416 [00:06<01:02, 121.02it/s]
    Epoch 4:  77%|███████▋  | 26046/33666 [15:37<04:34, 27.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 797/8416 [00:06<01:02, 121.03it/s]
    Epoch 4:  77%|███████▋  | 26047/33666 [15:37<04:34, 27.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 798/8416 [00:06<01:02, 121.03it/s]
    Epoch 4:  77%|███████▋  | 26048/33666 [15:37<04:34, 27.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:   9%|▉         | 799/8416 [00:06<01:02, 121.04it/s]
    Epoch 4:  77%|███████▋  | 26049/33666 [15:37<04:34, 27.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|▉         | 800/8416 [00:06<01:02, 121.04it/s]
    Epoch 4:  77%|███████▋  | 26050/33666 [15:37<04:33, 27.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|▉         | 801/8416 [00:06<01:02, 121.04it/s]
    Epoch 4:  77%|███████▋  | 26051/33666 [15:37<04:33, 27.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|▉         | 802/8416 [00:06<01:02, 121.04it/s]
    Epoch 4:  77%|███████▋  | 26052/33666 [15:37<04:33, 27.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|▉         | 803/8416 [00:06<01:02, 121.04it/s]
    Epoch 4:  77%|███████▋  | 26053/33666 [15:37<04:33, 27.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|▉         | 804/8416 [00:06<01:02, 121.04it/s]
    Epoch 4:  77%|███████▋  | 26054/33666 [15:37<04:33, 27.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|▉         | 805/8416 [00:06<01:02, 120.97it/s]
    Epoch 4:  77%|███████▋  | 26055/33666 [15:37<04:33, 27.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|▉         | 806/8416 [00:06<01:02, 120.96it/s]
    Epoch 4:  77%|███████▋  | 26056/33666 [15:37<04:33, 27.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|▉         | 807/8416 [00:06<01:02, 120.96it/s]
    Epoch 4:  77%|███████▋  | 26057/33666 [15:37<04:33, 27.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|▉         | 808/8416 [00:06<01:02, 120.97it/s]
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    Validation DataLoader 0:  10%|▉         | 809/8416 [00:06<01:02, 120.98it/s]
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    Validation DataLoader 0:  10%|▉         | 810/8416 [00:06<01:02, 120.98it/s]
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    Validation DataLoader 0:  10%|▉         | 811/8416 [00:06<01:02, 120.97it/s]
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    Validation DataLoader 0:  10%|▉         | 812/8416 [00:06<01:02, 120.97it/s]
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    Validation DataLoader 0:  10%|▉         | 813/8416 [00:06<01:02, 120.97it/s]
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    Validation DataLoader 0:  10%|▉         | 814/8416 [00:06<01:02, 120.98it/s]
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    Validation DataLoader 0:  10%|▉         | 815/8416 [00:06<01:02, 120.99it/s]
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    Validation DataLoader 0:  10%|▉         | 816/8416 [00:06<01:02, 120.99it/s]
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    Validation DataLoader 0:  10%|▉         | 817/8416 [00:06<01:02, 121.00it/s]
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    Validation DataLoader 0:  10%|▉         | 818/8416 [00:06<01:02, 121.00it/s]
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    Validation DataLoader 0:  10%|▉         | 819/8416 [00:06<01:02, 120.99it/s]
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    Validation DataLoader 0:  10%|▉         | 820/8416 [00:06<01:02, 120.99it/s]
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    Validation DataLoader 0:  10%|▉         | 821/8416 [00:06<01:02, 121.00it/s]
    Epoch 4:  77%|███████▋  | 26071/33666 [15:37<04:33, 27.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|▉         | 822/8416 [00:06<01:02, 121.01it/s]
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    Validation DataLoader 0:  10%|▉         | 823/8416 [00:06<01:02, 121.02it/s]
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    Validation DataLoader 0:  10%|▉         | 824/8416 [00:06<01:02, 121.02it/s]
    Epoch 4:  77%|███████▋  | 26074/33666 [15:37<04:32, 27.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|▉         | 825/8416 [00:06<01:02, 121.03it/s]
    Epoch 4:  77%|███████▋  | 26075/33666 [15:37<04:32, 27.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|▉         | 826/8416 [00:06<01:02, 121.03it/s]
    Epoch 4:  77%|███████▋  | 26076/33666 [15:37<04:32, 27.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|▉         | 827/8416 [00:06<01:02, 121.02it/s]
    Epoch 4:  77%|███████▋  | 26077/33666 [15:37<04:32, 27.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|▉         | 828/8416 [00:06<01:02, 121.02it/s]
    Epoch 4:  77%|███████▋  | 26078/33666 [15:37<04:32, 27.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|▉         | 829/8416 [00:06<01:02, 121.03it/s]
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    Validation DataLoader 0:  10%|▉         | 830/8416 [00:06<01:02, 121.02it/s]
    Epoch 4:  77%|███████▋  | 26080/33666 [15:37<04:32, 27.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|▉         | 831/8416 [00:06<01:02, 121.03it/s]
    Epoch 4:  77%|███████▋  | 26081/33666 [15:37<04:32, 27.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|▉         | 832/8416 [00:06<01:02, 121.03it/s]
    Epoch 4:  77%|███████▋  | 26082/33666 [15:37<04:32, 27.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|▉         | 833/8416 [00:06<01:02, 121.04it/s]
    Epoch 4:  77%|███████▋  | 26083/33666 [15:37<04:32, 27.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|▉         | 834/8416 [00:06<01:02, 121.04it/s]
    Epoch 4:  77%|███████▋  | 26084/33666 [15:37<04:32, 27.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|▉         | 835/8416 [00:06<01:02, 121.03it/s]
    Epoch 4:  77%|███████▋  | 26085/33666 [15:37<04:32, 27.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|▉         | 836/8416 [00:06<01:02, 121.03it/s]
    Epoch 4:  77%|███████▋  | 26086/33666 [15:37<04:32, 27.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|▉         | 837/8416 [00:06<01:02, 121.04it/s]
    Epoch 4:  77%|███████▋  | 26087/33666 [15:37<04:32, 27.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|▉         | 838/8416 [00:06<01:02, 121.05it/s]
    Epoch 4:  77%|███████▋  | 26088/33666 [15:37<04:32, 27.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|▉         | 839/8416 [00:06<01:02, 121.06it/s]
    Epoch 4:  77%|███████▋  | 26089/33666 [15:37<04:32, 27.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|▉         | 840/8416 [00:06<01:02, 121.06it/s]
    Epoch 4:  77%|███████▋  | 26090/33666 [15:37<04:32, 27.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|▉         | 841/8416 [00:06<01:02, 121.07it/s]
    Epoch 4:  77%|███████▋  | 26091/33666 [15:37<04:32, 27.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|█         | 842/8416 [00:06<01:02, 121.07it/s]
    Epoch 4:  78%|███████▊  | 26092/33666 [15:37<04:32, 27.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|█         | 843/8416 [00:06<01:02, 121.06it/s]
    Epoch 4:  78%|███████▊  | 26093/33666 [15:37<04:32, 27.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|█         | 844/8416 [00:06<01:02, 121.06it/s]
    Epoch 4:  78%|███████▊  | 26094/33666 [15:37<04:32, 27.84it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|█         | 845/8416 [00:06<01:02, 121.07it/s]
    Epoch 4:  78%|███████▊  | 26095/33666 [15:37<04:31, 27.84it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|█         | 846/8416 [00:06<01:02, 121.07it/s]
    Epoch 4:  78%|███████▊  | 26096/33666 [15:37<04:31, 27.84it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|█         | 847/8416 [00:06<01:02, 121.08it/s]
    Epoch 4:  78%|███████▊  | 26097/33666 [15:37<04:31, 27.84it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|█         | 848/8416 [00:07<01:02, 121.09it/s]
    Epoch 4:  78%|███████▊  | 26098/33666 [15:37<04:31, 27.84it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|█         | 849/8416 [00:07<01:02, 121.10it/s]
    Epoch 4:  78%|███████▊  | 26099/33666 [15:37<04:31, 27.84it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|█         | 850/8416 [00:07<01:02, 121.10it/s]
    Epoch 4:  78%|███████▊  | 26100/33666 [15:37<04:31, 27.84it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|█         | 851/8416 [00:07<01:02, 121.09it/s]
    Epoch 4:  78%|███████▊  | 26101/33666 [15:37<04:31, 27.84it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|█         | 852/8416 [00:07<01:02, 121.09it/s]
    Epoch 4:  78%|███████▊  | 26102/33666 [15:37<04:31, 27.84it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|█         | 853/8416 [00:07<01:02, 121.09it/s]
    Epoch 4:  78%|███████▊  | 26103/33666 [15:37<04:31, 27.84it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|█         | 854/8416 [00:07<01:02, 121.10it/s]
    Epoch 4:  78%|███████▊  | 26104/33666 [15:37<04:31, 27.84it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|█         | 855/8416 [00:07<01:02, 121.10it/s]
    Epoch 4:  78%|███████▊  | 26105/33666 [15:37<04:31, 27.84it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|█         | 856/8416 [00:07<01:02, 121.11it/s]
    Epoch 4:  78%|███████▊  | 26106/33666 [15:37<04:31, 27.85it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|█         | 857/8416 [00:07<01:02, 121.12it/s]
    Epoch 4:  78%|███████▊  | 26107/33666 [15:37<04:31, 27.85it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|█         | 858/8416 [00:07<01:02, 121.12it/s]
    Epoch 4:  78%|███████▊  | 26108/33666 [15:37<04:31, 27.85it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|█         | 859/8416 [00:07<01:02, 121.11it/s]
    Epoch 4:  78%|███████▊  | 26109/33666 [15:37<04:31, 27.85it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|█         | 860/8416 [00:07<01:02, 121.09it/s]
    Epoch 4:  78%|███████▊  | 26110/33666 [15:37<04:31, 27.85it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|█         | 861/8416 [00:07<01:02, 121.08it/s]
    Epoch 4:  78%|███████▊  | 26111/33666 [15:37<04:31, 27.85it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|█         | 862/8416 [00:07<01:02, 121.09it/s]
    Epoch 4:  78%|███████▊  | 26112/33666 [15:37<04:31, 27.85it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|█         | 863/8416 [00:07<01:02, 121.09it/s]
    Epoch 4:  78%|███████▊  | 26113/33666 [15:37<04:31, 27.85it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|█         | 864/8416 [00:07<01:02, 121.10it/s]
    Epoch 4:  78%|███████▊  | 26114/33666 [15:37<04:31, 27.85it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|█         | 865/8416 [00:07<01:02, 121.10it/s]
    Epoch 4:  78%|███████▊  | 26115/33666 [15:37<04:31, 27.85it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|█         | 866/8416 [00:07<01:02, 121.10it/s]
    Epoch 4:  78%|███████▊  | 26116/33666 [15:37<04:31, 27.85it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|█         | 867/8416 [00:07<01:02, 121.09it/s]
    Epoch 4:  78%|███████▊  | 26117/33666 [15:37<04:31, 27.85it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|█         | 868/8416 [00:07<01:02, 121.09it/s]
    Epoch 4:  78%|███████▊  | 26118/33666 [15:37<04:30, 27.86it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|█         | 869/8416 [00:07<01:02, 121.09it/s]
    Epoch 4:  78%|███████▊  | 26119/33666 [15:37<04:30, 27.86it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|█         | 870/8416 [00:07<01:02, 121.10it/s]
    Epoch 4:  78%|███████▊  | 26120/33666 [15:37<04:30, 27.86it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|█         | 871/8416 [00:07<01:02, 121.10it/s]
    Epoch 4:  78%|███████▊  | 26121/33666 [15:37<04:30, 27.86it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|█         | 872/8416 [00:07<01:02, 121.10it/s]
    Epoch 4:  78%|███████▊  | 26122/33666 [15:37<04:30, 27.86it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|█         | 873/8416 [00:07<01:02, 121.09it/s]
    Epoch 4:  78%|███████▊  | 26123/33666 [15:37<04:30, 27.86it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|█         | 874/8416 [00:07<01:02, 121.09it/s]
    Epoch 4:  78%|███████▊  | 26124/33666 [15:37<04:30, 27.86it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|█         | 875/8416 [00:07<01:02, 121.07it/s]
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    Validation DataLoader 0:  10%|█         | 876/8416 [00:07<01:02, 121.07it/s]
    Epoch 4:  78%|███████▊  | 26126/33666 [15:37<04:30, 27.86it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|█         | 877/8416 [00:07<01:02, 121.08it/s]
    Epoch 4:  78%|███████▊  | 26127/33666 [15:37<04:30, 27.86it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|█         | 878/8416 [00:07<01:02, 121.09it/s]
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    Validation DataLoader 0:  10%|█         | 879/8416 [00:07<01:02, 121.09it/s]
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    Validation DataLoader 0:  10%|█         | 880/8416 [00:07<01:02, 121.10it/s]
    Epoch 4:  78%|███████▊  | 26130/33666 [15:37<04:30, 27.87it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|█         | 881/8416 [00:07<01:02, 121.10it/s]
    Epoch 4:  78%|███████▊  | 26131/33666 [15:37<04:30, 27.87it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|█         | 882/8416 [00:07<01:02, 121.10it/s]
    Epoch 4:  78%|███████▊  | 26132/33666 [15:37<04:30, 27.87it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  10%|█         | 883/8416 [00:07<01:02, 121.10it/s]
    Epoch 4:  78%|███████▊  | 26133/33666 [15:37<04:30, 27.87it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 884/8416 [00:07<01:02, 121.10it/s]
    Epoch 4:  78%|███████▊  | 26134/33666 [15:37<04:30, 27.87it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 885/8416 [00:07<01:02, 121.11it/s]
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    Validation DataLoader 0:  11%|█         | 886/8416 [00:07<01:02, 121.11it/s]
    Epoch 4:  78%|███████▊  | 26136/33666 [15:37<04:30, 27.87it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 887/8416 [00:07<01:02, 121.12it/s]
    Epoch 4:  78%|███████▊  | 26137/33666 [15:37<04:30, 27.87it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 888/8416 [00:07<01:02, 121.12it/s]
    Epoch 4:  78%|███████▊  | 26138/33666 [15:37<04:30, 27.87it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 889/8416 [00:07<01:02, 121.13it/s]
    Epoch 4:  78%|███████▊  | 26139/33666 [15:37<04:30, 27.87it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 890/8416 [00:07<01:02, 121.13it/s]
    Epoch 4:  78%|███████▊  | 26140/33666 [15:37<04:30, 27.87it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 891/8416 [00:07<01:02, 121.12it/s]
    Epoch 4:  78%|███████▊  | 26141/33666 [15:37<04:29, 27.87it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 892/8416 [00:07<01:02, 121.13it/s]
    Epoch 4:  78%|███████▊  | 26142/33666 [15:37<04:29, 27.87it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 893/8416 [00:07<01:02, 121.13it/s]
    Epoch 4:  78%|███████▊  | 26143/33666 [15:37<04:29, 27.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 894/8416 [00:07<01:02, 121.12it/s]
    Epoch 4:  78%|███████▊  | 26144/33666 [15:37<04:29, 27.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 895/8416 [00:07<01:02, 121.13it/s]
    Epoch 4:  78%|███████▊  | 26145/33666 [15:37<04:29, 27.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 896/8416 [00:07<01:02, 121.14it/s]
    Epoch 4:  78%|███████▊  | 26146/33666 [15:37<04:29, 27.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 897/8416 [00:07<01:02, 121.14it/s]
    Epoch 4:  78%|███████▊  | 26147/33666 [15:37<04:29, 27.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 898/8416 [00:07<01:02, 121.15it/s]
    Epoch 4:  78%|███████▊  | 26148/33666 [15:37<04:29, 27.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 899/8416 [00:07<01:02, 121.14it/s]
    Epoch 4:  78%|███████▊  | 26149/33666 [15:37<04:29, 27.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 900/8416 [00:07<01:02, 121.14it/s]
    Epoch 4:  78%|███████▊  | 26150/33666 [15:37<04:29, 27.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 901/8416 [00:07<01:02, 121.15it/s]
    Epoch 4:  78%|███████▊  | 26151/33666 [15:37<04:29, 27.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 902/8416 [00:07<01:02, 121.16it/s]
    Epoch 4:  78%|███████▊  | 26152/33666 [15:37<04:29, 27.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 903/8416 [00:07<01:02, 121.16it/s]
    Epoch 4:  78%|███████▊  | 26153/33666 [15:37<04:29, 27.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 904/8416 [00:07<01:01, 121.17it/s]
    Epoch 4:  78%|███████▊  | 26154/33666 [15:37<04:29, 27.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 905/8416 [00:07<01:01, 121.18it/s]
    Epoch 4:  78%|███████▊  | 26155/33666 [15:37<04:29, 27.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 906/8416 [00:07<01:01, 121.18it/s]
    Epoch 4:  78%|███████▊  | 26156/33666 [15:37<04:29, 27.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 907/8416 [00:07<01:01, 121.17it/s]
    Epoch 4:  78%|███████▊  | 26157/33666 [15:37<04:29, 27.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 908/8416 [00:07<01:01, 121.18it/s]
    Epoch 4:  78%|███████▊  | 26158/33666 [15:37<04:29, 27.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 909/8416 [00:07<01:01, 121.18it/s]
    Epoch 4:  78%|███████▊  | 26159/33666 [15:37<04:29, 27.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 910/8416 [00:07<01:01, 121.19it/s]
    Epoch 4:  78%|███████▊  | 26160/33666 [15:37<04:29, 27.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 911/8416 [00:07<01:01, 121.20it/s]
    Epoch 4:  78%|███████▊  | 26161/33666 [15:37<04:29, 27.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 912/8416 [00:07<01:01, 121.20it/s]
    Epoch 4:  78%|███████▊  | 26162/33666 [15:37<04:29, 27.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 913/8416 [00:07<01:01, 121.21it/s]
    Epoch 4:  78%|███████▊  | 26163/33666 [15:38<04:28, 27.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 914/8416 [00:07<01:01, 121.21it/s]
    Epoch 4:  78%|███████▊  | 26164/33666 [15:38<04:28, 27.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 915/8416 [00:07<01:01, 121.21it/s]
    Epoch 4:  78%|███████▊  | 26165/33666 [15:38<04:28, 27.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 916/8416 [00:07<01:01, 121.21it/s]
    Epoch 4:  78%|███████▊  | 26166/33666 [15:38<04:28, 27.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 917/8416 [00:07<01:01, 121.21it/s]
    Epoch 4:  78%|███████▊  | 26167/33666 [15:38<04:28, 27.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 918/8416 [00:07<01:01, 121.22it/s]
    Epoch 4:  78%|███████▊  | 26168/33666 [15:38<04:28, 27.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 919/8416 [00:07<01:01, 121.22it/s]
    Epoch 4:  78%|███████▊  | 26169/33666 [15:38<04:28, 27.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 920/8416 [00:07<01:01, 121.23it/s]
    Epoch 4:  78%|███████▊  | 26170/33666 [15:38<04:28, 27.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 921/8416 [00:07<01:01, 121.24it/s]
    Epoch 4:  78%|███████▊  | 26171/33666 [15:38<04:28, 27.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 922/8416 [00:07<01:01, 121.24it/s]
    Epoch 4:  78%|███████▊  | 26172/33666 [15:38<04:28, 27.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 923/8416 [00:07<01:01, 121.23it/s]
    Epoch 4:  78%|███████▊  | 26173/33666 [15:38<04:28, 27.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 924/8416 [00:07<01:01, 121.24it/s]
    Epoch 4:  78%|███████▊  | 26174/33666 [15:38<04:28, 27.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 925/8416 [00:07<01:01, 121.24it/s]
    Epoch 4:  78%|███████▊  | 26175/33666 [15:38<04:28, 27.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 926/8416 [00:07<01:01, 121.24it/s]
    Epoch 4:  78%|███████▊  | 26176/33666 [15:38<04:28, 27.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 927/8416 [00:07<01:01, 121.25it/s]
    Epoch 4:  78%|███████▊  | 26177/33666 [15:38<04:28, 27.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 928/8416 [00:07<01:01, 121.26it/s]
    Epoch 4:  78%|███████▊  | 26178/33666 [15:38<04:28, 27.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 929/8416 [00:07<01:01, 121.26it/s]
    Epoch 4:  78%|███████▊  | 26179/33666 [15:38<04:28, 27.91it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 930/8416 [00:07<01:01, 121.26it/s]
    Epoch 4:  78%|███████▊  | 26180/33666 [15:38<04:28, 27.91it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 931/8416 [00:07<01:01, 121.26it/s]
    Epoch 4:  78%|███████▊  | 26181/33666 [15:38<04:28, 27.91it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 932/8416 [00:07<01:01, 121.26it/s]
    Epoch 4:  78%|███████▊  | 26182/33666 [15:38<04:28, 27.91it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 933/8416 [00:07<01:01, 121.26it/s]
    Epoch 4:  78%|███████▊  | 26183/33666 [15:38<04:28, 27.91it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 934/8416 [00:07<01:01, 121.27it/s]
    Epoch 4:  78%|███████▊  | 26184/33666 [15:38<04:28, 27.91it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 935/8416 [00:07<01:01, 121.27it/s]
    Epoch 4:  78%|███████▊  | 26185/33666 [15:38<04:28, 27.91it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 936/8416 [00:07<01:01, 121.28it/s]
    Epoch 4:  78%|███████▊  | 26186/33666 [15:38<04:27, 27.91it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 937/8416 [00:07<01:01, 121.29it/s]
    Epoch 4:  78%|███████▊  | 26187/33666 [15:38<04:27, 27.91it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 938/8416 [00:07<01:01, 121.29it/s]
    Epoch 4:  78%|███████▊  | 26188/33666 [15:38<04:27, 27.91it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 939/8416 [00:07<01:01, 121.28it/s]
    Epoch 4:  78%|███████▊  | 26189/33666 [15:38<04:27, 27.91it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 940/8416 [00:07<01:01, 121.28it/s]
    Epoch 4:  78%|███████▊  | 26190/33666 [15:38<04:27, 27.91it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 941/8416 [00:07<01:01, 121.29it/s]
    Epoch 4:  78%|███████▊  | 26191/33666 [15:38<04:27, 27.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 942/8416 [00:07<01:01, 121.29it/s]
    Epoch 4:  78%|███████▊  | 26192/33666 [15:38<04:27, 27.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 943/8416 [00:07<01:01, 121.30it/s]
    Epoch 4:  78%|███████▊  | 26193/33666 [15:38<04:27, 27.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 944/8416 [00:07<01:01, 121.30it/s]
    Epoch 4:  78%|███████▊  | 26194/33666 [15:38<04:27, 27.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 945/8416 [00:07<01:01, 121.31it/s]
    Epoch 4:  78%|███████▊  | 26195/33666 [15:38<04:27, 27.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█         | 946/8416 [00:07<01:01, 121.31it/s]
    Epoch 4:  78%|███████▊  | 26196/33666 [15:38<04:27, 27.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 947/8416 [00:07<01:01, 121.31it/s]
    Epoch 4:  78%|███████▊  | 26197/33666 [15:38<04:27, 27.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 948/8416 [00:07<01:01, 121.31it/s]
    Epoch 4:  78%|███████▊  | 26198/33666 [15:38<04:27, 27.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 949/8416 [00:07<01:01, 121.31it/s]
    Epoch 4:  78%|███████▊  | 26199/33666 [15:38<04:27, 27.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 950/8416 [00:07<01:01, 121.32it/s]
    Epoch 4:  78%|███████▊  | 26200/33666 [15:38<04:27, 27.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 951/8416 [00:07<01:01, 121.33it/s]
    Epoch 4:  78%|███████▊  | 26201/33666 [15:38<04:27, 27.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 952/8416 [00:07<01:01, 121.33it/s]
    Epoch 4:  78%|███████▊  | 26202/33666 [15:38<04:27, 27.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 953/8416 [00:07<01:01, 121.34it/s]
    Epoch 4:  78%|███████▊  | 26203/33666 [15:38<04:27, 27.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 954/8416 [00:07<01:01, 121.34it/s]
    Epoch 4:  78%|███████▊  | 26204/33666 [15:38<04:27, 27.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 955/8416 [00:07<01:01, 121.33it/s]
    Epoch 4:  78%|███████▊  | 26205/33666 [15:38<04:27, 27.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 956/8416 [00:07<01:01, 121.33it/s]
    Epoch 4:  78%|███████▊  | 26206/33666 [15:38<04:27, 27.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 957/8416 [00:07<01:01, 121.34it/s]
    Epoch 4:  78%|███████▊  | 26207/33666 [15:38<04:27, 27.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 958/8416 [00:07<01:01, 121.33it/s]
    Epoch 4:  78%|███████▊  | 26208/33666 [15:38<04:27, 27.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 959/8416 [00:07<01:01, 121.34it/s]
    Epoch 4:  78%|███████▊  | 26209/33666 [15:38<04:26, 27.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 960/8416 [00:07<01:01, 121.34it/s]
    Epoch 4:  78%|███████▊  | 26210/33666 [15:38<04:26, 27.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 961/8416 [00:07<01:01, 121.35it/s]
    Epoch 4:  78%|███████▊  | 26211/33666 [15:38<04:26, 27.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 962/8416 [00:07<01:01, 121.35it/s]
    Epoch 4:  78%|███████▊  | 26212/33666 [15:38<04:26, 27.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 963/8416 [00:07<01:01, 121.35it/s]
    Epoch 4:  78%|███████▊  | 26213/33666 [15:38<04:26, 27.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 964/8416 [00:07<01:01, 121.35it/s]
    Epoch 4:  78%|███████▊  | 26214/33666 [15:38<04:26, 27.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 965/8416 [00:07<01:01, 121.36it/s]
    Epoch 4:  78%|███████▊  | 26215/33666 [15:38<04:26, 27.94it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 966/8416 [00:07<01:01, 121.36it/s]
    Epoch 4:  78%|███████▊  | 26216/33666 [15:38<04:26, 27.94it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  11%|█▏        | 967/8416 [00:07<01:01, 121.37it/s]
    Epoch 4:  78%|███████▊  | 26217/33666 [15:38<04:26, 27.94it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 968/8416 [00:07<01:01, 121.37it/s]
    Epoch 4:  78%|███████▊  | 26218/33666 [15:38<04:26, 27.94it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 969/8416 [00:07<01:01, 121.38it/s]
    Epoch 4:  78%|███████▊  | 26219/33666 [15:38<04:26, 27.94it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 970/8416 [00:07<01:01, 121.38it/s]
    Epoch 4:  78%|███████▊  | 26220/33666 [15:38<04:26, 27.94it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 971/8416 [00:08<01:01, 121.37it/s]
    Epoch 4:  78%|███████▊  | 26221/33666 [15:38<04:26, 27.94it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 972/8416 [00:08<01:01, 121.37it/s]
    Epoch 4:  78%|███████▊  | 26222/33666 [15:38<04:26, 27.94it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 973/8416 [00:08<01:01, 121.38it/s]
    Epoch 4:  78%|███████▊  | 26223/33666 [15:38<04:26, 27.94it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 974/8416 [00:08<01:01, 121.39it/s]
    Epoch 4:  78%|███████▊  | 26224/33666 [15:38<04:26, 27.94it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 975/8416 [00:08<01:01, 121.39it/s]
    Epoch 4:  78%|███████▊  | 26225/33666 [15:38<04:26, 27.94it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 976/8416 [00:08<01:01, 121.40it/s]
    Epoch 4:  78%|███████▊  | 26226/33666 [15:38<04:26, 27.94it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 977/8416 [00:08<01:01, 121.40it/s]
    Epoch 4:  78%|███████▊  | 26227/33666 [15:38<04:26, 27.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 978/8416 [00:08<01:01, 121.41it/s]
    Epoch 4:  78%|███████▊  | 26228/33666 [15:38<04:26, 27.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 979/8416 [00:08<01:01, 121.40it/s]
    Epoch 4:  78%|███████▊  | 26229/33666 [15:38<04:26, 27.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 980/8416 [00:08<01:01, 121.40it/s]
    Epoch 4:  78%|███████▊  | 26230/33666 [15:38<04:26, 27.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 981/8416 [00:08<01:01, 121.40it/s]
    Epoch 4:  78%|███████▊  | 26231/33666 [15:38<04:26, 27.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 982/8416 [00:08<01:01, 121.39it/s]
    Epoch 4:  78%|███████▊  | 26232/33666 [15:38<04:25, 27.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 983/8416 [00:08<01:01, 121.31it/s]
    Epoch 4:  78%|███████▊  | 26233/33666 [15:38<04:25, 27.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 984/8416 [00:08<01:01, 121.31it/s]
    Epoch 4:  78%|███████▊  | 26234/33666 [15:38<04:25, 27.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 985/8416 [00:08<01:01, 121.32it/s]
    Epoch 4:  78%|███████▊  | 26235/33666 [15:38<04:25, 27.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 986/8416 [00:08<01:01, 121.32it/s]
    Epoch 4:  78%|███████▊  | 26236/33666 [15:38<04:25, 27.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 987/8416 [00:08<01:01, 121.33it/s]
    Epoch 4:  78%|███████▊  | 26237/33666 [15:38<04:25, 27.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  12%|█▏        | 988/8416 [00:08<01:01, 121.33it/s]
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    Validation DataLoader 0:  12%|█▏        | 1017/8416 [00:08<01:01, 121.29it/s]
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    Validation DataLoader 0:  12%|█▏        | 1018/8416 [00:08<01:01, 121.27it/s]
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    Validation DataLoader 0:  12%|█▏        | 1024/8416 [00:08<01:00, 121.24it/s]
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    Validation DataLoader 0:  15%|█▌        | 1271/8416 [00:10<00:58, 121.41it/s]
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    Validation DataLoader 0:  15%|█▌        | 1272/8416 [00:10<00:58, 121.42it/s]
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    Validation DataLoader 0:  15%|█▌        | 1276/8416 [00:10<00:58, 121.43it/s]
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    Validation DataLoader 0:  15%|█▌        | 1277/8416 [00:10<00:58, 121.44it/s]
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    Validation DataLoader 0:  15%|█▌        | 1278/8416 [00:10<00:58, 121.35it/s]
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    Validation DataLoader 0:  15%|█▌        | 1279/8416 [00:10<00:58, 121.35it/s]
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    Validation DataLoader 0:  15%|█▌        | 1280/8416 [00:10<00:58, 121.35it/s]
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    Validation DataLoader 0:  15%|█▌        | 1281/8416 [00:10<00:58, 121.35it/s]
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    Validation DataLoader 0:  15%|█▌        | 1282/8416 [00:10<00:58, 121.36it/s]
    Epoch 4:  79%|███████▉  | 26532/33666 [15:41<04:13, 28.19it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1283/8416 [00:10<00:58, 121.36it/s]
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    Validation DataLoader 0:  15%|█▌        | 1285/8416 [00:10<00:58, 121.36it/s]
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    Validation DataLoader 0:  15%|█▌        | 1286/8416 [00:10<00:58, 121.36it/s]
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    Validation DataLoader 0:  15%|█▌        | 1287/8416 [00:10<00:58, 121.36it/s]
    Epoch 4:  79%|███████▉  | 26537/33666 [15:41<04:12, 28.20it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1288/8416 [00:10<00:58, 121.37it/s]
    Epoch 4:  79%|███████▉  | 26538/33666 [15:41<04:12, 28.20it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1289/8416 [00:10<00:58, 121.37it/s]
    Epoch 4:  79%|███████▉  | 26539/33666 [15:41<04:12, 28.20it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1290/8416 [00:10<00:58, 121.37it/s]
    Epoch 4:  79%|███████▉  | 26540/33666 [15:41<04:12, 28.20it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1291/8416 [00:10<00:58, 121.37it/s]
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    Validation DataLoader 0:  15%|█▌        | 1292/8416 [00:10<00:58, 121.37it/s]
    Epoch 4:  79%|███████▉  | 26542/33666 [15:41<04:12, 28.20it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1293/8416 [00:10<00:58, 121.37it/s]
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    Validation DataLoader 0:  15%|█▌        | 1294/8416 [00:10<00:58, 121.38it/s]
    Epoch 4:  79%|███████▉  | 26544/33666 [15:41<04:12, 28.20it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1295/8416 [00:10<00:58, 121.38it/s]
    Epoch 4:  79%|███████▉  | 26545/33666 [15:41<04:12, 28.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1296/8416 [00:10<00:58, 121.39it/s]
    Epoch 4:  79%|███████▉  | 26546/33666 [15:41<04:12, 28.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1297/8416 [00:10<00:58, 121.39it/s]
    Epoch 4:  79%|███████▉  | 26547/33666 [15:41<04:12, 28.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1298/8416 [00:10<00:58, 121.39it/s]
    Epoch 4:  79%|███████▉  | 26548/33666 [15:41<04:12, 28.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1299/8416 [00:10<00:58, 121.39it/s]
    Epoch 4:  79%|███████▉  | 26549/33666 [15:41<04:12, 28.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1300/8416 [00:10<00:58, 121.39it/s]
    Epoch 4:  79%|███████▉  | 26550/33666 [15:41<04:12, 28.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1301/8416 [00:10<00:58, 121.39it/s]
    Epoch 4:  79%|███████▉  | 26551/33666 [15:41<04:12, 28.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1302/8416 [00:10<00:58, 121.40it/s]
    Epoch 4:  79%|███████▉  | 26552/33666 [15:41<04:12, 28.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1303/8416 [00:10<00:58, 121.40it/s]
    Epoch 4:  79%|███████▉  | 26553/33666 [15:41<04:12, 28.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  15%|█▌        | 1304/8416 [00:10<00:58, 121.41it/s]
    Epoch 4:  79%|███████▉  | 26554/33666 [15:41<04:12, 28.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1305/8416 [00:10<00:58, 121.41it/s]
    Epoch 4:  79%|███████▉  | 26555/33666 [15:41<04:12, 28.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1306/8416 [00:10<00:58, 121.41it/s]
    Epoch 4:  79%|███████▉  | 26556/33666 [15:41<04:11, 28.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1307/8416 [00:10<00:58, 121.42it/s]
    Epoch 4:  79%|███████▉  | 26557/33666 [15:41<04:11, 28.22it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1308/8416 [00:10<00:58, 121.42it/s]
    Epoch 4:  79%|███████▉  | 26558/33666 [15:41<04:11, 28.22it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1309/8416 [00:10<00:58, 121.43it/s]
    Epoch 4:  79%|███████▉  | 26559/33666 [15:41<04:11, 28.22it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1310/8416 [00:10<00:58, 121.43it/s]
    Epoch 4:  79%|███████▉  | 26560/33666 [15:41<04:11, 28.22it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1311/8416 [00:10<00:58, 121.44it/s]
    Epoch 4:  79%|███████▉  | 26561/33666 [15:41<04:11, 28.22it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1312/8416 [00:10<00:58, 121.44it/s]
    Epoch 4:  79%|███████▉  | 26562/33666 [15:41<04:11, 28.22it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1313/8416 [00:10<00:58, 121.45it/s]
    Epoch 4:  79%|███████▉  | 26563/33666 [15:41<04:11, 28.22it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1314/8416 [00:10<00:58, 121.45it/s]
    Epoch 4:  79%|███████▉  | 26564/33666 [15:41<04:11, 28.22it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1315/8416 [00:10<00:58, 121.46it/s]
    Epoch 4:  79%|███████▉  | 26565/33666 [15:41<04:11, 28.22it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1316/8416 [00:10<00:58, 121.46it/s]
    Epoch 4:  79%|███████▉  | 26566/33666 [15:41<04:11, 28.22it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1317/8416 [00:10<00:58, 121.47it/s]
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    Validation DataLoader 0:  16%|█▌        | 1318/8416 [00:10<00:58, 121.47it/s]
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    Validation DataLoader 0:  16%|█▌        | 1319/8416 [00:10<00:58, 121.47it/s]
    Epoch 4:  79%|███████▉  | 26569/33666 [15:41<04:11, 28.23it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1320/8416 [00:10<00:58, 121.48it/s]
    Epoch 4:  79%|███████▉  | 26570/33666 [15:41<04:11, 28.23it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1321/8416 [00:10<00:58, 121.48it/s]
    Epoch 4:  79%|███████▉  | 26571/33666 [15:41<04:11, 28.23it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1322/8416 [00:10<00:58, 121.49it/s]
    Epoch 4:  79%|███████▉  | 26572/33666 [15:41<04:11, 28.23it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1323/8416 [00:10<00:58, 121.49it/s]
    Epoch 4:  79%|███████▉  | 26573/33666 [15:41<04:11, 28.23it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1324/8416 [00:10<00:58, 121.50it/s]
    Epoch 4:  79%|███████▉  | 26574/33666 [15:41<04:11, 28.23it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1325/8416 [00:10<00:58, 121.50it/s]
    Epoch 4:  79%|███████▉  | 26575/33666 [15:41<04:11, 28.23it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1326/8416 [00:10<00:58, 121.51it/s]
    Epoch 4:  79%|███████▉  | 26576/33666 [15:41<04:11, 28.23it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1327/8416 [00:10<00:58, 121.51it/s]
    Epoch 4:  79%|███████▉  | 26577/33666 [15:41<04:11, 28.23it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1328/8416 [00:10<00:58, 121.52it/s]
    Epoch 4:  79%|███████▉  | 26578/33666 [15:41<04:11, 28.23it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1329/8416 [00:10<00:58, 121.52it/s]
    Epoch 4:  79%|███████▉  | 26579/33666 [15:41<04:11, 28.23it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1330/8416 [00:10<00:58, 121.52it/s]
    Epoch 4:  79%|███████▉  | 26580/33666 [15:41<04:10, 28.23it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1331/8416 [00:10<00:58, 121.53it/s]
    Epoch 4:  79%|███████▉  | 26581/33666 [15:41<04:10, 28.24it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1332/8416 [00:10<00:58, 121.53it/s]
    Epoch 4:  79%|███████▉  | 26582/33666 [15:41<04:10, 28.24it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1333/8416 [00:10<00:58, 121.54it/s]
    Epoch 4:  79%|███████▉  | 26583/33666 [15:41<04:10, 28.24it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1334/8416 [00:10<00:58, 121.54it/s]
    Epoch 4:  79%|███████▉  | 26584/33666 [15:41<04:10, 28.24it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1335/8416 [00:10<00:58, 121.55it/s]
    Epoch 4:  79%|███████▉  | 26585/33666 [15:41<04:10, 28.24it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1336/8416 [00:10<00:58, 121.55it/s]
    Epoch 4:  79%|███████▉  | 26586/33666 [15:41<04:10, 28.24it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1337/8416 [00:10<00:58, 121.56it/s]
    Epoch 4:  79%|███████▉  | 26587/33666 [15:41<04:10, 28.24it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1338/8416 [00:11<00:58, 121.56it/s]
    Epoch 4:  79%|███████▉  | 26588/33666 [15:41<04:10, 28.24it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1339/8416 [00:11<00:58, 121.57it/s]
    Epoch 4:  79%|███████▉  | 26589/33666 [15:41<04:10, 28.24it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1340/8416 [00:11<00:58, 121.57it/s]
    Epoch 4:  79%|███████▉  | 26590/33666 [15:41<04:10, 28.24it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1341/8416 [00:11<00:58, 121.57it/s]
    Epoch 4:  79%|███████▉  | 26591/33666 [15:41<04:10, 28.24it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1342/8416 [00:11<00:58, 121.57it/s]
    Epoch 4:  79%|███████▉  | 26592/33666 [15:41<04:10, 28.24it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1343/8416 [00:11<00:58, 121.57it/s]
    Epoch 4:  79%|███████▉  | 26593/33666 [15:41<04:10, 28.24it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1344/8416 [00:11<00:58, 121.58it/s]
    Epoch 4:  79%|███████▉  | 26594/33666 [15:41<04:10, 28.25it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1345/8416 [00:11<00:58, 121.58it/s]
    Epoch 4:  79%|███████▉  | 26595/33666 [15:41<04:10, 28.25it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1346/8416 [00:11<00:58, 121.59it/s]
    Epoch 4:  79%|███████▉  | 26596/33666 [15:41<04:10, 28.25it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  16%|█▌        | 1347/8416 [00:11<00:58, 121.60it/s]
    Epoch 4:  79%|███████▉  | 26597/33666 [15:41<04:10, 28.25it/s, loss=3.08, v_num=0]

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    Validation DataLoader 0:  16%|█▌        | 1353/8416 [00:11<00:58, 121.62it/s]
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    Validation DataLoader 0:  16%|█▌        | 1354/8416 [00:11<00:58, 121.63it/s]
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    Validation DataLoader 0:  16%|█▌        | 1355/8416 [00:11<00:58, 121.63it/s]
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    Validation DataLoader 0:  16%|█▌        | 1356/8416 [00:11<00:58, 121.64it/s]
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    Validation DataLoader 0:  16%|█▌        | 1357/8416 [00:11<00:58, 121.64it/s]
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    Validation DataLoader 0:  16%|█▌        | 1358/8416 [00:11<00:58, 121.65it/s]
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    Validation DataLoader 0:  16%|█▌        | 1359/8416 [00:11<00:58, 121.65it/s]
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    Validation DataLoader 0:  16%|█▌        | 1361/8416 [00:11<00:57, 121.66it/s]
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    Validation DataLoader 0:  16%|█▌        | 1362/8416 [00:11<00:57, 121.67it/s]
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    Validation DataLoader 0:  16%|█▌        | 1363/8416 [00:11<00:57, 121.67it/s]
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    Validation DataLoader 0:  16%|█▌        | 1365/8416 [00:11<00:57, 121.68it/s]
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    Validation DataLoader 0:  16%|█▌        | 1366/8416 [00:11<00:57, 121.68it/s]
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    Validation DataLoader 0:  16%|█▌        | 1367/8416 [00:11<00:57, 121.69it/s]
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    Validation DataLoader 0:  16%|█▋        | 1368/8416 [00:11<00:57, 121.69it/s]
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    Validation DataLoader 0:  16%|█▋        | 1369/8416 [00:11<00:57, 121.70it/s]
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    Validation DataLoader 0:  16%|█▋        | 1370/8416 [00:11<00:57, 121.70it/s]
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    Validation DataLoader 0:  16%|█▋        | 1371/8416 [00:11<00:57, 121.71it/s]
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    Validation DataLoader 0:  16%|█▋        | 1372/8416 [00:11<00:57, 121.71it/s]
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    Validation DataLoader 0:  16%|█▋        | 1373/8416 [00:11<00:57, 121.71it/s]
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    Validation DataLoader 0:  16%|█▋        | 1374/8416 [00:11<00:57, 121.72it/s]
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    Validation DataLoader 0:  16%|█▋        | 1375/8416 [00:11<00:57, 121.72it/s]
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    Validation DataLoader 0:  16%|█▋        | 1376/8416 [00:11<00:57, 121.73it/s]
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    Validation DataLoader 0:  16%|█▋        | 1377/8416 [00:11<00:57, 121.73it/s]
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    Validation DataLoader 0:  16%|█▋        | 1378/8416 [00:11<00:57, 121.74it/s]
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    Validation DataLoader 0:  16%|█▋        | 1379/8416 [00:11<00:57, 121.74it/s]
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    Validation DataLoader 0:  16%|█▋        | 1380/8416 [00:11<00:57, 121.75it/s]
    Epoch 4:  79%|███████▉  | 26630/33666 [15:41<04:08, 28.28it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1381/8416 [00:11<00:57, 121.75it/s]
    Epoch 4:  79%|███████▉  | 26631/33666 [15:41<04:08, 28.28it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  16%|█▋        | 1382/8416 [00:11<00:57, 121.75it/s]
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    Validation DataLoader 0:  16%|█▋        | 1383/8416 [00:11<00:57, 121.76it/s]
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    Validation DataLoader 0:  16%|█▋        | 1384/8416 [00:11<00:57, 121.76it/s]
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    Validation DataLoader 0:  16%|█▋        | 1385/8416 [00:11<00:57, 121.77it/s]
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    Validation DataLoader 0:  16%|█▋        | 1386/8416 [00:11<00:57, 121.77it/s]
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    Validation DataLoader 0:  16%|█▋        | 1387/8416 [00:11<00:57, 121.77it/s]
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    Validation DataLoader 0:  16%|█▋        | 1388/8416 [00:11<00:57, 121.78it/s]
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    Validation DataLoader 0:  17%|█▋        | 1389/8416 [00:11<00:57, 121.78it/s]
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    Validation DataLoader 0:  17%|█▋        | 1390/8416 [00:11<00:57, 121.79it/s]
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    Validation DataLoader 0:  17%|█▋        | 1391/8416 [00:11<00:57, 121.79it/s]
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    Validation DataLoader 0:  17%|█▋        | 1392/8416 [00:11<00:57, 121.80it/s]
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    Validation DataLoader 0:  17%|█▋        | 1393/8416 [00:11<00:57, 121.80it/s]
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    Validation DataLoader 0:  17%|█▋        | 1394/8416 [00:11<00:57, 121.81it/s]
    Epoch 4:  79%|███████▉  | 26644/33666 [15:41<04:08, 28.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1395/8416 [00:11<00:57, 121.81it/s]
    Epoch 4:  79%|███████▉  | 26645/33666 [15:41<04:08, 28.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1396/8416 [00:11<00:57, 121.81it/s]
    Epoch 4:  79%|███████▉  | 26646/33666 [15:41<04:08, 28.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1397/8416 [00:11<00:57, 121.82it/s]
    Epoch 4:  79%|███████▉  | 26647/33666 [15:41<04:08, 28.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1398/8416 [00:11<00:57, 121.82it/s]
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    Validation DataLoader 0:  17%|█▋        | 1399/8416 [00:11<00:57, 121.83it/s]
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    Validation DataLoader 0:  17%|█▋        | 1400/8416 [00:11<00:57, 121.83it/s]
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    Validation DataLoader 0:  17%|█▋        | 1401/8416 [00:11<00:57, 121.83it/s]
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    Validation DataLoader 0:  17%|█▋        | 1402/8416 [00:11<00:57, 121.84it/s]
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    Validation DataLoader 0:  17%|█▋        | 1403/8416 [00:11<00:57, 121.84it/s]
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    Validation DataLoader 0:  17%|█▋        | 1404/8416 [00:11<00:57, 121.85it/s]
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    Validation DataLoader 0:  17%|█▋        | 1405/8416 [00:11<00:57, 121.85it/s]
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    Validation DataLoader 0:  17%|█▋        | 1406/8416 [00:11<00:57, 121.85it/s]
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    Validation DataLoader 0:  17%|█▋        | 1407/8416 [00:11<00:57, 121.85it/s]
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    Validation DataLoader 0:  17%|█▋        | 1408/8416 [00:11<00:57, 121.85it/s]
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    Validation DataLoader 0:  17%|█▋        | 1409/8416 [00:11<00:57, 121.86it/s]
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    Validation DataLoader 0:  17%|█▋        | 1410/8416 [00:11<00:57, 121.86it/s]
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    Validation DataLoader 0:  17%|█▋        | 1417/8416 [00:11<00:57, 121.88it/s]
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    Validation DataLoader 0:  17%|█▋        | 1428/8416 [00:11<00:57, 121.90it/s]
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    Validation DataLoader 0:  17%|█▋        | 1436/8416 [00:11<00:57, 121.91it/s]
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    Validation DataLoader 0:  17%|█▋        | 1438/8416 [00:11<00:57, 121.92it/s]
    Epoch 4:  79%|███████▉  | 26688/33666 [15:42<04:06, 28.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1439/8416 [00:11<00:57, 121.92it/s]
    Epoch 4:  79%|███████▉  | 26689/33666 [15:42<04:06, 28.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1440/8416 [00:11<00:57, 121.92it/s]
    Epoch 4:  79%|███████▉  | 26690/33666 [15:42<04:06, 28.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1441/8416 [00:11<00:57, 121.93it/s]
    Epoch 4:  79%|███████▉  | 26691/33666 [15:42<04:06, 28.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1442/8416 [00:11<00:57, 121.93it/s]
    Epoch 4:  79%|███████▉  | 26692/33666 [15:42<04:06, 28.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1443/8416 [00:11<00:57, 121.94it/s]
    Epoch 4:  79%|███████▉  | 26693/33666 [15:42<04:06, 28.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1444/8416 [00:11<00:57, 121.94it/s]
    Epoch 4:  79%|███████▉  | 26694/33666 [15:42<04:06, 28.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1445/8416 [00:11<00:57, 121.94it/s]
    Epoch 4:  79%|███████▉  | 26695/33666 [15:42<04:06, 28.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1446/8416 [00:11<00:57, 121.95it/s]
    Epoch 4:  79%|███████▉  | 26696/33666 [15:42<04:06, 28.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1447/8416 [00:11<00:57, 121.95it/s]
    Epoch 4:  79%|███████▉  | 26697/33666 [15:42<04:05, 28.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1448/8416 [00:11<00:57, 121.95it/s]
    Epoch 4:  79%|███████▉  | 26698/33666 [15:42<04:05, 28.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1449/8416 [00:11<00:57, 121.96it/s]
    Epoch 4:  79%|███████▉  | 26699/33666 [15:42<04:05, 28.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1450/8416 [00:11<00:57, 121.96it/s]
    Epoch 4:  79%|███████▉  | 26700/33666 [15:42<04:05, 28.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1451/8416 [00:11<00:57, 121.96it/s]
    Epoch 4:  79%|███████▉  | 26701/33666 [15:42<04:05, 28.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1452/8416 [00:11<00:57, 121.97it/s]
    Epoch 4:  79%|███████▉  | 26702/33666 [15:42<04:05, 28.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1453/8416 [00:11<00:57, 121.97it/s]
    Epoch 4:  79%|███████▉  | 26703/33666 [15:42<04:05, 28.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1454/8416 [00:11<00:57, 121.97it/s]
    Epoch 4:  79%|███████▉  | 26704/33666 [15:42<04:05, 28.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1455/8416 [00:11<00:57, 121.98it/s]
    Epoch 4:  79%|███████▉  | 26705/33666 [15:42<04:05, 28.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1456/8416 [00:11<00:57, 121.98it/s]
    Epoch 4:  79%|███████▉  | 26706/33666 [15:42<04:05, 28.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1457/8416 [00:11<00:57, 121.98it/s]
    Epoch 4:  79%|███████▉  | 26707/33666 [15:42<04:05, 28.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1458/8416 [00:11<00:57, 121.99it/s]
    Epoch 4:  79%|███████▉  | 26708/33666 [15:42<04:05, 28.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1459/8416 [00:11<00:57, 121.99it/s]
    Epoch 4:  79%|███████▉  | 26709/33666 [15:42<04:05, 28.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1460/8416 [00:11<00:57, 122.00it/s]
    Epoch 4:  79%|███████▉  | 26710/33666 [15:42<04:05, 28.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1461/8416 [00:11<00:57, 122.00it/s]
    Epoch 4:  79%|███████▉  | 26711/33666 [15:42<04:05, 28.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1462/8416 [00:11<00:57, 122.00it/s]
    Epoch 4:  79%|███████▉  | 26712/33666 [15:42<04:05, 28.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1463/8416 [00:11<00:56, 122.00it/s]
    Epoch 4:  79%|███████▉  | 26713/33666 [15:42<04:05, 28.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1464/8416 [00:11<00:56, 122.00it/s]
    Epoch 4:  79%|███████▉  | 26714/33666 [15:42<04:05, 28.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1465/8416 [00:12<00:56, 122.00it/s]
    Epoch 4:  79%|███████▉  | 26715/33666 [15:42<04:05, 28.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1466/8416 [00:12<00:56, 122.00it/s]
    Epoch 4:  79%|███████▉  | 26716/33666 [15:42<04:05, 28.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1467/8416 [00:12<00:56, 122.01it/s]
    Epoch 4:  79%|███████▉  | 26717/33666 [15:42<04:05, 28.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1468/8416 [00:12<00:56, 122.01it/s]
    Epoch 4:  79%|███████▉  | 26718/33666 [15:42<04:05, 28.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1469/8416 [00:12<00:56, 122.01it/s]
    Epoch 4:  79%|███████▉  | 26719/33666 [15:42<04:05, 28.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1470/8416 [00:12<00:56, 122.01it/s]
    Epoch 4:  79%|███████▉  | 26720/33666 [15:42<04:05, 28.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1471/8416 [00:12<00:56, 122.01it/s]
    Epoch 4:  79%|███████▉  | 26721/33666 [15:42<04:04, 28.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  17%|█▋        | 1472/8416 [00:12<00:56, 122.02it/s]
    Epoch 4:  79%|███████▉  | 26722/33666 [15:42<04:04, 28.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1473/8416 [00:12<00:56, 122.02it/s]
    Epoch 4:  79%|███████▉  | 26723/33666 [15:42<04:04, 28.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1474/8416 [00:12<00:56, 122.03it/s]
    Epoch 4:  79%|███████▉  | 26724/33666 [15:42<04:04, 28.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1475/8416 [00:12<00:56, 122.03it/s]
    Epoch 4:  79%|███████▉  | 26725/33666 [15:42<04:04, 28.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1476/8416 [00:12<00:56, 122.03it/s]
    Epoch 4:  79%|███████▉  | 26726/33666 [15:42<04:04, 28.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1477/8416 [00:12<00:56, 122.04it/s]
    Epoch 4:  79%|███████▉  | 26727/33666 [15:42<04:04, 28.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1478/8416 [00:12<00:56, 122.04it/s]
    Epoch 4:  79%|███████▉  | 26728/33666 [15:42<04:04, 28.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1479/8416 [00:12<00:56, 122.05it/s]
    Epoch 4:  79%|███████▉  | 26729/33666 [15:42<04:04, 28.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1480/8416 [00:12<00:56, 122.05it/s]
    Epoch 4:  79%|███████▉  | 26730/33666 [15:42<04:04, 28.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1481/8416 [00:12<00:56, 122.03it/s]
    Epoch 4:  79%|███████▉  | 26731/33666 [15:42<04:04, 28.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1482/8416 [00:12<00:56, 122.03it/s]
    Epoch 4:  79%|███████▉  | 26732/33666 [15:42<04:04, 28.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1483/8416 [00:12<00:56, 122.03it/s]
    Epoch 4:  79%|███████▉  | 26733/33666 [15:42<04:04, 28.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1484/8416 [00:12<00:56, 122.03it/s]
    Epoch 4:  79%|███████▉  | 26734/33666 [15:42<04:04, 28.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1485/8416 [00:12<00:56, 122.03it/s]
    Epoch 4:  79%|███████▉  | 26735/33666 [15:42<04:04, 28.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1486/8416 [00:12<00:56, 122.03it/s]
    Epoch 4:  79%|███████▉  | 26736/33666 [15:42<04:04, 28.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1487/8416 [00:12<00:56, 122.04it/s]
    Epoch 4:  79%|███████▉  | 26737/33666 [15:42<04:04, 28.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1488/8416 [00:12<00:56, 122.04it/s]
    Epoch 4:  79%|███████▉  | 26738/33666 [15:42<04:04, 28.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1489/8416 [00:12<00:56, 122.04it/s]
    Epoch 4:  79%|███████▉  | 26739/33666 [15:42<04:04, 28.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1490/8416 [00:12<00:56, 122.05it/s]
    Epoch 4:  79%|███████▉  | 26740/33666 [15:42<04:04, 28.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1491/8416 [00:12<00:56, 122.05it/s]
    Epoch 4:  79%|███████▉  | 26741/33666 [15:42<04:04, 28.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1492/8416 [00:12<00:56, 122.06it/s]
    Epoch 4:  79%|███████▉  | 26742/33666 [15:42<04:04, 28.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1493/8416 [00:12<00:56, 122.06it/s]
    Epoch 4:  79%|███████▉  | 26743/33666 [15:42<04:04, 28.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1494/8416 [00:12<00:56, 122.06it/s]
    Epoch 4:  79%|███████▉  | 26744/33666 [15:42<04:03, 28.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1495/8416 [00:12<00:56, 122.07it/s]
    Epoch 4:  79%|███████▉  | 26745/33666 [15:42<04:03, 28.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1496/8416 [00:12<00:56, 122.07it/s]
    Epoch 4:  79%|███████▉  | 26746/33666 [15:42<04:03, 28.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1497/8416 [00:12<00:56, 122.07it/s]
    Epoch 4:  79%|███████▉  | 26747/33666 [15:42<04:03, 28.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1498/8416 [00:12<00:56, 122.08it/s]
    Epoch 4:  79%|███████▉  | 26748/33666 [15:42<04:03, 28.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1499/8416 [00:12<00:56, 122.08it/s]
    Epoch 4:  79%|███████▉  | 26749/33666 [15:42<04:03, 28.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1500/8416 [00:12<00:56, 122.08it/s]
    Epoch 4:  79%|███████▉  | 26750/33666 [15:42<04:03, 28.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1501/8416 [00:12<00:56, 122.09it/s]
    Epoch 4:  79%|███████▉  | 26751/33666 [15:42<04:03, 28.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1502/8416 [00:12<00:56, 122.09it/s]
    Epoch 4:  79%|███████▉  | 26752/33666 [15:42<04:03, 28.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1503/8416 [00:12<00:56, 122.09it/s]
    Epoch 4:  79%|███████▉  | 26753/33666 [15:42<04:03, 28.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1504/8416 [00:12<00:56, 122.10it/s]
    Epoch 4:  79%|███████▉  | 26754/33666 [15:42<04:03, 28.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1505/8416 [00:12<00:56, 122.10it/s]
    Epoch 4:  79%|███████▉  | 26755/33666 [15:42<04:03, 28.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1506/8416 [00:12<00:56, 122.10it/s]
    Epoch 4:  79%|███████▉  | 26756/33666 [15:42<04:03, 28.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1507/8416 [00:12<00:56, 122.11it/s]
    Epoch 4:  79%|███████▉  | 26757/33666 [15:42<04:03, 28.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1508/8416 [00:12<00:56, 122.11it/s]
    Epoch 4:  79%|███████▉  | 26758/33666 [15:42<04:03, 28.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1509/8416 [00:12<00:56, 122.12it/s]
    Epoch 4:  79%|███████▉  | 26759/33666 [15:42<04:03, 28.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1510/8416 [00:12<00:56, 122.12it/s]
    Epoch 4:  79%|███████▉  | 26760/33666 [15:42<04:03, 28.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1511/8416 [00:12<00:56, 122.12it/s]
    Epoch 4:  79%|███████▉  | 26761/33666 [15:42<04:03, 28.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1512/8416 [00:12<00:56, 122.13it/s]
    Epoch 4:  79%|███████▉  | 26762/33666 [15:42<04:03, 28.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1513/8416 [00:12<00:56, 122.13it/s]
    Epoch 4:  79%|███████▉  | 26763/33666 [15:42<04:03, 28.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1514/8416 [00:12<00:56, 122.13it/s]
    Epoch 4:  79%|███████▉  | 26764/33666 [15:42<04:03, 28.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1515/8416 [00:12<00:56, 122.14it/s]
    Epoch 4:  80%|███████▉  | 26765/33666 [15:42<04:03, 28.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1516/8416 [00:12<00:56, 122.14it/s]
    Epoch 4:  80%|███████▉  | 26766/33666 [15:42<04:03, 28.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1517/8416 [00:12<00:56, 122.14it/s]
    Epoch 4:  80%|███████▉  | 26767/33666 [15:42<04:03, 28.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1518/8416 [00:12<00:56, 122.15it/s]
    Epoch 4:  80%|███████▉  | 26768/33666 [15:42<04:02, 28.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1519/8416 [00:12<00:56, 122.15it/s]
    Epoch 4:  80%|███████▉  | 26769/33666 [15:42<04:02, 28.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1520/8416 [00:12<00:56, 122.15it/s]
    Epoch 4:  80%|███████▉  | 26770/33666 [15:42<04:02, 28.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1521/8416 [00:12<00:56, 122.16it/s]
    Epoch 4:  80%|███████▉  | 26771/33666 [15:42<04:02, 28.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1522/8416 [00:12<00:56, 122.16it/s]
    Epoch 4:  80%|███████▉  | 26772/33666 [15:42<04:02, 28.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1523/8416 [00:12<00:56, 122.16it/s]
    Epoch 4:  80%|███████▉  | 26773/33666 [15:42<04:02, 28.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1524/8416 [00:12<00:56, 122.17it/s]
    Epoch 4:  80%|███████▉  | 26774/33666 [15:42<04:02, 28.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1525/8416 [00:12<00:56, 122.17it/s]
    Epoch 4:  80%|███████▉  | 26775/33666 [15:42<04:02, 28.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1526/8416 [00:12<00:56, 122.17it/s]
    Epoch 4:  80%|███████▉  | 26776/33666 [15:42<04:02, 28.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1527/8416 [00:12<00:56, 122.18it/s]
    Epoch 4:  80%|███████▉  | 26777/33666 [15:42<04:02, 28.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1528/8416 [00:12<00:56, 122.18it/s]
    Epoch 4:  80%|███████▉  | 26778/33666 [15:42<04:02, 28.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1529/8416 [00:12<00:56, 122.18it/s]
    Epoch 4:  80%|███████▉  | 26779/33666 [15:42<04:02, 28.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1530/8416 [00:12<00:56, 122.19it/s]
    Epoch 4:  80%|███████▉  | 26780/33666 [15:42<04:02, 28.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1531/8416 [00:12<00:56, 122.19it/s]
    Epoch 4:  80%|███████▉  | 26781/33666 [15:42<04:02, 28.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1532/8416 [00:12<00:56, 122.19it/s]
    Epoch 4:  80%|███████▉  | 26782/33666 [15:43<04:02, 28.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1533/8416 [00:12<00:56, 122.20it/s]
    Epoch 4:  80%|███████▉  | 26783/33666 [15:43<04:02, 28.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1534/8416 [00:12<00:56, 122.19it/s]
    Epoch 4:  80%|███████▉  | 26784/33666 [15:43<04:02, 28.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1535/8416 [00:12<00:56, 122.20it/s]
    Epoch 4:  80%|███████▉  | 26785/33666 [15:43<04:02, 28.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1536/8416 [00:12<00:56, 122.20it/s]
    Epoch 4:  80%|███████▉  | 26786/33666 [15:43<04:02, 28.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1537/8416 [00:12<00:56, 122.20it/s]
    Epoch 4:  80%|███████▉  | 26787/33666 [15:43<04:02, 28.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1538/8416 [00:12<00:56, 122.21it/s]
    Epoch 4:  80%|███████▉  | 26788/33666 [15:43<04:02, 28.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1539/8416 [00:12<00:56, 122.21it/s]
    Epoch 4:  80%|███████▉  | 26789/33666 [15:43<04:02, 28.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1540/8416 [00:12<00:56, 122.21it/s]
    Epoch 4:  80%|███████▉  | 26790/33666 [15:43<04:02, 28.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1541/8416 [00:12<00:56, 122.22it/s]
    Epoch 4:  80%|███████▉  | 26791/33666 [15:43<04:02, 28.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1542/8416 [00:12<00:56, 122.22it/s]
    Epoch 4:  80%|███████▉  | 26792/33666 [15:43<04:01, 28.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1543/8416 [00:12<00:56, 122.23it/s]
    Epoch 4:  80%|███████▉  | 26793/33666 [15:43<04:01, 28.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1544/8416 [00:12<00:56, 122.23it/s]
    Epoch 4:  80%|███████▉  | 26794/33666 [15:43<04:01, 28.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1545/8416 [00:12<00:56, 122.23it/s]
    Epoch 4:  80%|███████▉  | 26795/33666 [15:43<04:01, 28.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1546/8416 [00:12<00:56, 122.24it/s]
    Epoch 4:  80%|███████▉  | 26796/33666 [15:43<04:01, 28.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1547/8416 [00:12<00:56, 122.24it/s]
    Epoch 4:  80%|███████▉  | 26797/33666 [15:43<04:01, 28.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1548/8416 [00:12<00:56, 122.25it/s]
    Epoch 4:  80%|███████▉  | 26798/33666 [15:43<04:01, 28.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1549/8416 [00:12<00:56, 122.25it/s]
    Epoch 4:  80%|███████▉  | 26799/33666 [15:43<04:01, 28.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1550/8416 [00:12<00:56, 122.25it/s]
    Epoch 4:  80%|███████▉  | 26800/33666 [15:43<04:01, 28.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1551/8416 [00:12<00:56, 122.26it/s]
    Epoch 4:  80%|███████▉  | 26801/33666 [15:43<04:01, 28.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1552/8416 [00:12<00:56, 122.26it/s]
    Epoch 4:  80%|███████▉  | 26802/33666 [15:43<04:01, 28.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1553/8416 [00:12<00:56, 122.26it/s]
    Epoch 4:  80%|███████▉  | 26803/33666 [15:43<04:01, 28.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1554/8416 [00:12<00:56, 122.27it/s]
    Epoch 4:  80%|███████▉  | 26804/33666 [15:43<04:01, 28.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1555/8416 [00:12<00:56, 122.26it/s]
    Epoch 4:  80%|███████▉  | 26805/33666 [15:43<04:01, 28.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  18%|█▊        | 1556/8416 [00:12<00:56, 122.25it/s]
    Epoch 4:  80%|███████▉  | 26806/33666 [15:43<04:01, 28.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1557/8416 [00:12<00:56, 122.25it/s]
    Epoch 4:  80%|███████▉  | 26807/33666 [15:43<04:01, 28.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1558/8416 [00:12<00:56, 122.25it/s]
    Epoch 4:  80%|███████▉  | 26808/33666 [15:43<04:01, 28.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1559/8416 [00:12<00:56, 122.25it/s]
    Epoch 4:  80%|███████▉  | 26809/33666 [15:43<04:01, 28.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1560/8416 [00:12<00:56, 122.25it/s]
    Epoch 4:  80%|███████▉  | 26810/33666 [15:43<04:01, 28.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1561/8416 [00:12<00:56, 122.25it/s]
    Epoch 4:  80%|███████▉  | 26811/33666 [15:43<04:01, 28.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1562/8416 [00:12<00:56, 122.25it/s]
    Epoch 4:  80%|███████▉  | 26812/33666 [15:43<04:01, 28.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1563/8416 [00:12<00:56, 122.25it/s]
    Epoch 4:  80%|███████▉  | 26813/33666 [15:43<04:01, 28.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1564/8416 [00:12<00:56, 122.25it/s]
    Epoch 4:  80%|███████▉  | 26814/33666 [15:43<04:01, 28.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1565/8416 [00:12<00:56, 122.25it/s]
    Epoch 4:  80%|███████▉  | 26815/33666 [15:43<04:00, 28.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1566/8416 [00:12<00:56, 122.25it/s]
    Epoch 4:  80%|███████▉  | 26816/33666 [15:43<04:00, 28.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1567/8416 [00:12<00:56, 122.25it/s]
    Epoch 4:  80%|███████▉  | 26817/33666 [15:43<04:00, 28.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1568/8416 [00:12<00:56, 122.25it/s]
    Epoch 4:  80%|███████▉  | 26818/33666 [15:43<04:00, 28.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1569/8416 [00:12<00:56, 122.25it/s]
    Epoch 4:  80%|███████▉  | 26819/33666 [15:43<04:00, 28.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1570/8416 [00:12<00:55, 122.25it/s]
    Epoch 4:  80%|███████▉  | 26820/33666 [15:43<04:00, 28.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1571/8416 [00:12<00:55, 122.25it/s]
    Epoch 4:  80%|███████▉  | 26821/33666 [15:43<04:00, 28.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1572/8416 [00:12<00:55, 122.25it/s]
    Epoch 4:  80%|███████▉  | 26822/33666 [15:43<04:00, 28.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1573/8416 [00:12<00:55, 122.26it/s]
    Epoch 4:  80%|███████▉  | 26823/33666 [15:43<04:00, 28.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1574/8416 [00:12<00:55, 122.26it/s]
    Epoch 4:  80%|███████▉  | 26824/33666 [15:43<04:00, 28.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1575/8416 [00:12<00:55, 122.26it/s]
    Epoch 4:  80%|███████▉  | 26825/33666 [15:43<04:00, 28.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1576/8416 [00:12<00:55, 122.27it/s]
    Epoch 4:  80%|███████▉  | 26826/33666 [15:43<04:00, 28.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▊        | 1577/8416 [00:12<00:55, 122.27it/s]
    Epoch 4:  80%|███████▉  | 26827/33666 [15:43<04:00, 28.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1578/8416 [00:12<00:55, 122.28it/s]
    Epoch 4:  80%|███████▉  | 26828/33666 [15:43<04:00, 28.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1579/8416 [00:12<00:55, 122.28it/s]
    Epoch 4:  80%|███████▉  | 26829/33666 [15:43<04:00, 28.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1580/8416 [00:12<00:55, 122.28it/s]
    Epoch 4:  80%|███████▉  | 26830/33666 [15:43<04:00, 28.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1581/8416 [00:12<00:55, 122.28it/s]
    Epoch 4:  80%|███████▉  | 26831/33666 [15:43<04:00, 28.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1582/8416 [00:12<00:55, 122.29it/s]
    Epoch 4:  80%|███████▉  | 26832/33666 [15:43<04:00, 28.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1583/8416 [00:12<00:55, 122.29it/s]
    Epoch 4:  80%|███████▉  | 26833/33666 [15:43<04:00, 28.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1584/8416 [00:12<00:55, 122.30it/s]
    Epoch 4:  80%|███████▉  | 26834/33666 [15:43<04:00, 28.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1585/8416 [00:12<00:55, 122.30it/s]
    Epoch 4:  80%|███████▉  | 26835/33666 [15:43<04:00, 28.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1586/8416 [00:12<00:55, 122.30it/s]
    Epoch 4:  80%|███████▉  | 26836/33666 [15:43<04:00, 28.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1587/8416 [00:12<00:55, 122.31it/s]
    Epoch 4:  80%|███████▉  | 26837/33666 [15:43<04:00, 28.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1588/8416 [00:12<00:55, 122.31it/s]
    Epoch 4:  80%|███████▉  | 26838/33666 [15:43<04:00, 28.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1589/8416 [00:12<00:55, 122.31it/s]
    Epoch 4:  80%|███████▉  | 26839/33666 [15:43<03:59, 28.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1590/8416 [00:12<00:55, 122.31it/s]
    Epoch 4:  80%|███████▉  | 26840/33666 [15:43<03:59, 28.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1591/8416 [00:13<00:55, 122.26it/s]
    Epoch 4:  80%|███████▉  | 26841/33666 [15:43<03:59, 28.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1592/8416 [00:13<00:55, 122.26it/s]
    Epoch 4:  80%|███████▉  | 26842/33666 [15:43<03:59, 28.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1593/8416 [00:13<00:55, 122.27it/s]
    Epoch 4:  80%|███████▉  | 26843/33666 [15:43<03:59, 28.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1594/8416 [00:13<00:55, 122.26it/s]
    Epoch 4:  80%|███████▉  | 26844/33666 [15:43<03:59, 28.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1595/8416 [00:13<00:55, 122.27it/s]
    Epoch 4:  80%|███████▉  | 26845/33666 [15:43<03:59, 28.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1596/8416 [00:13<00:55, 122.27it/s]
    Epoch 4:  80%|███████▉  | 26846/33666 [15:43<03:59, 28.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1597/8416 [00:13<00:55, 122.27it/s]
    Epoch 4:  80%|███████▉  | 26847/33666 [15:43<03:59, 28.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1598/8416 [00:13<00:55, 122.26it/s]
    Epoch 4:  80%|███████▉  | 26848/33666 [15:43<03:59, 28.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1599/8416 [00:13<00:55, 122.27it/s]
    Epoch 4:  80%|███████▉  | 26849/33666 [15:43<03:59, 28.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1600/8416 [00:13<00:55, 122.27it/s]
    Epoch 4:  80%|███████▉  | 26850/33666 [15:43<03:59, 28.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1601/8416 [00:13<00:55, 122.27it/s]
    Epoch 4:  80%|███████▉  | 26851/33666 [15:43<03:59, 28.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1602/8416 [00:13<00:55, 122.27it/s]
    Epoch 4:  80%|███████▉  | 26852/33666 [15:43<03:59, 28.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1603/8416 [00:13<00:55, 122.27it/s]
    Epoch 4:  80%|███████▉  | 26853/33666 [15:43<03:59, 28.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1604/8416 [00:13<00:55, 122.27it/s]
    Epoch 4:  80%|███████▉  | 26854/33666 [15:43<03:59, 28.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1605/8416 [00:13<00:55, 122.28it/s]
    Epoch 4:  80%|███████▉  | 26855/33666 [15:43<03:59, 28.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1606/8416 [00:13<00:55, 122.28it/s]
    Epoch 4:  80%|███████▉  | 26856/33666 [15:43<03:59, 28.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1607/8416 [00:13<00:55, 122.28it/s]
    Epoch 4:  80%|███████▉  | 26857/33666 [15:43<03:59, 28.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1608/8416 [00:13<00:55, 122.29it/s]
    Epoch 4:  80%|███████▉  | 26858/33666 [15:43<03:59, 28.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1609/8416 [00:13<00:55, 122.29it/s]
    Epoch 4:  80%|███████▉  | 26859/33666 [15:43<03:59, 28.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1610/8416 [00:13<00:55, 122.29it/s]
    Epoch 4:  80%|███████▉  | 26860/33666 [15:43<03:59, 28.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1611/8416 [00:13<00:55, 122.30it/s]
    Epoch 4:  80%|███████▉  | 26861/33666 [15:43<03:59, 28.47it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1612/8416 [00:13<00:55, 122.30it/s]
    Epoch 4:  80%|███████▉  | 26862/33666 [15:43<03:59, 28.47it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1613/8416 [00:13<00:55, 122.30it/s]
    Epoch 4:  80%|███████▉  | 26863/33666 [15:43<03:58, 28.47it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1614/8416 [00:13<00:55, 122.31it/s]
    Epoch 4:  80%|███████▉  | 26864/33666 [15:43<03:58, 28.47it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1615/8416 [00:13<00:55, 122.31it/s]
    Epoch 4:  80%|███████▉  | 26865/33666 [15:43<03:58, 28.47it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1616/8416 [00:13<00:55, 122.31it/s]
    Epoch 4:  80%|███████▉  | 26866/33666 [15:43<03:58, 28.47it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1617/8416 [00:13<00:55, 122.32it/s]
    Epoch 4:  80%|███████▉  | 26867/33666 [15:43<03:58, 28.47it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1618/8416 [00:13<00:55, 122.32it/s]
    Epoch 4:  80%|███████▉  | 26868/33666 [15:43<03:58, 28.47it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  19%|█▉        | 1619/8416 [00:13<00:55, 122.32it/s]
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    Validation DataLoader 0:  19%|█▉        | 1620/8416 [00:13<00:55, 122.33it/s]
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    Validation DataLoader 0:  19%|█▉        | 1621/8416 [00:13<00:55, 122.33it/s]
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    Validation DataLoader 0:  19%|█▉        | 1622/8416 [00:13<00:55, 122.33it/s]
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    Validation DataLoader 0:  19%|█▉        | 1623/8416 [00:13<00:55, 122.34it/s]
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    Validation DataLoader 0:  19%|█▉        | 1624/8416 [00:13<00:55, 122.34it/s]
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    Validation DataLoader 0:  19%|█▉        | 1625/8416 [00:13<00:55, 122.34it/s]
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    Validation DataLoader 0:  19%|█▉        | 1626/8416 [00:13<00:55, 122.35it/s]
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    Validation DataLoader 0:  19%|█▉        | 1627/8416 [00:13<00:55, 122.35it/s]
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    Validation DataLoader 0:  19%|█▉        | 1628/8416 [00:13<00:55, 122.35it/s]
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    Validation DataLoader 0:  19%|█▉        | 1629/8416 [00:13<00:55, 122.36it/s]
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    Validation DataLoader 0:  19%|█▉        | 1630/8416 [00:13<00:55, 122.36it/s]
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    Validation DataLoader 0:  19%|█▉        | 1631/8416 [00:13<00:55, 122.36it/s]
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    Validation DataLoader 0:  19%|█▉        | 1632/8416 [00:13<00:55, 122.36it/s]
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    Validation DataLoader 0:  19%|█▉        | 1633/8416 [00:13<00:55, 122.37it/s]
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    Validation DataLoader 0:  19%|█▉        | 1634/8416 [00:13<00:55, 122.37it/s]
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    Validation DataLoader 0:  19%|█▉        | 1635/8416 [00:13<00:55, 122.37it/s]
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    Validation DataLoader 0:  19%|█▉        | 1636/8416 [00:13<00:55, 122.38it/s]
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    Validation DataLoader 0:  19%|█▉        | 1637/8416 [00:13<00:55, 122.38it/s]
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    Validation DataLoader 0:  19%|█▉        | 1638/8416 [00:13<00:55, 122.38it/s]
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    Validation DataLoader 0:  19%|█▉        | 1639/8416 [00:13<00:55, 122.38it/s]
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    Validation DataLoader 0:  19%|█▉        | 1640/8416 [00:13<00:55, 122.39it/s]
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    Validation DataLoader 0:  19%|█▉        | 1641/8416 [00:13<00:55, 122.39it/s]
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    Validation DataLoader 0:  20%|█▉        | 1642/8416 [00:13<00:55, 122.39it/s]
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    Validation DataLoader 0:  20%|█▉        | 1643/8416 [00:13<00:55, 122.40it/s]
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    Validation DataLoader 0:  20%|█▉        | 1644/8416 [00:13<00:55, 122.40it/s]
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    Validation DataLoader 0:  20%|█▉        | 1645/8416 [00:13<00:55, 122.40it/s]
    Epoch 4:  80%|███████▉  | 26895/33666 [15:43<03:57, 28.49it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1646/8416 [00:13<00:55, 122.41it/s]
    Epoch 4:  80%|███████▉  | 26896/33666 [15:43<03:57, 28.49it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1647/8416 [00:13<00:55, 122.41it/s]
    Epoch 4:  80%|███████▉  | 26897/33666 [15:43<03:57, 28.49it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1648/8416 [00:13<00:55, 122.41it/s]
    Epoch 4:  80%|███████▉  | 26898/33666 [15:43<03:57, 28.50it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1649/8416 [00:13<00:55, 122.42it/s]
    Epoch 4:  80%|███████▉  | 26899/33666 [15:43<03:57, 28.50it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1650/8416 [00:13<00:55, 122.42it/s]
    Epoch 4:  80%|███████▉  | 26900/33666 [15:43<03:57, 28.50it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1651/8416 [00:13<00:55, 122.42it/s]
    Epoch 4:  80%|███████▉  | 26901/33666 [15:43<03:57, 28.50it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1652/8416 [00:13<00:55, 122.43it/s]
    Epoch 4:  80%|███████▉  | 26902/33666 [15:43<03:57, 28.50it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1653/8416 [00:13<00:55, 122.43it/s]
    Epoch 4:  80%|███████▉  | 26903/33666 [15:43<03:57, 28.50it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1654/8416 [00:13<00:55, 122.43it/s]
    Epoch 4:  80%|███████▉  | 26904/33666 [15:43<03:57, 28.50it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1655/8416 [00:13<00:55, 122.44it/s]
    Epoch 4:  80%|███████▉  | 26905/33666 [15:43<03:57, 28.50it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1656/8416 [00:13<00:55, 122.44it/s]
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    Validation DataLoader 0:  20%|█▉        | 1657/8416 [00:13<00:55, 122.44it/s]
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    Validation DataLoader 0:  20%|█▉        | 1658/8416 [00:13<00:55, 122.44it/s]
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    Validation DataLoader 0:  20%|█▉        | 1659/8416 [00:13<00:55, 122.45it/s]
    Epoch 4:  80%|███████▉  | 26909/33666 [15:44<03:57, 28.50it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1660/8416 [00:13<00:55, 122.45it/s]
    Epoch 4:  80%|███████▉  | 26910/33666 [15:44<03:57, 28.51it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1661/8416 [00:13<00:55, 122.45it/s]
    Epoch 4:  80%|███████▉  | 26911/33666 [15:44<03:56, 28.51it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1662/8416 [00:13<00:55, 122.45it/s]
    Epoch 4:  80%|███████▉  | 26912/33666 [15:44<03:56, 28.51it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1663/8416 [00:13<00:55, 122.45it/s]
    Epoch 4:  80%|███████▉  | 26913/33666 [15:44<03:56, 28.51it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1664/8416 [00:13<00:55, 122.46it/s]
    Epoch 4:  80%|███████▉  | 26914/33666 [15:44<03:56, 28.51it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1665/8416 [00:13<00:55, 122.46it/s]
    Epoch 4:  80%|███████▉  | 26915/33666 [15:44<03:56, 28.51it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1666/8416 [00:13<00:55, 122.46it/s]
    Epoch 4:  80%|███████▉  | 26916/33666 [15:44<03:56, 28.51it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1667/8416 [00:13<00:55, 122.46it/s]
    Epoch 4:  80%|███████▉  | 26917/33666 [15:44<03:56, 28.51it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  20%|█▉        | 1668/8416 [00:13<00:55, 122.47it/s]
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    Validation DataLoader 0:  20%|█▉        | 1669/8416 [00:13<00:55, 122.47it/s]
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    Validation DataLoader 0:  20%|█▉        | 1670/8416 [00:13<00:55, 122.47it/s]
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    Validation DataLoader 0:  20%|█▉        | 1671/8416 [00:13<00:55, 122.48it/s]
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    Validation DataLoader 0:  20%|█▉        | 1672/8416 [00:13<00:55, 122.48it/s]
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    Validation DataLoader 0:  20%|█▉        | 1673/8416 [00:13<00:55, 122.48it/s]
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    Validation DataLoader 0:  20%|█▉        | 1674/8416 [00:13<00:55, 122.49it/s]
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    Validation DataLoader 0:  20%|█▉        | 1675/8416 [00:13<00:55, 122.49it/s]
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    Validation DataLoader 0:  20%|█▉        | 1676/8416 [00:13<00:55, 122.49it/s]
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    Validation DataLoader 0:  20%|█▉        | 1677/8416 [00:13<00:55, 122.50it/s]
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    Validation DataLoader 0:  20%|█▉        | 1678/8416 [00:13<00:55, 122.50it/s]
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    Validation DataLoader 0:  20%|█▉        | 1679/8416 [00:13<00:54, 122.50it/s]
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    Validation DataLoader 0:  20%|█▉        | 1680/8416 [00:13<00:54, 122.51it/s]
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    Validation DataLoader 0:  20%|█▉        | 1681/8416 [00:13<00:54, 122.51it/s]
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    Validation DataLoader 0:  20%|█▉        | 1682/8416 [00:13<00:54, 122.51it/s]
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    Validation DataLoader 0:  20%|█▉        | 1683/8416 [00:13<00:54, 122.51it/s]
    Epoch 4:  80%|████████  | 26933/33666 [15:44<03:56, 28.52it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  20%|██        | 1684/8416 [00:13<00:54, 122.52it/s]
    Epoch 4:  80%|████████  | 26934/33666 [15:44<03:56, 28.53it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  20%|██        | 1685/8416 [00:13<00:54, 122.52it/s]
    Epoch 4:  80%|████████  | 26935/33666 [15:44<03:55, 28.53it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  20%|██        | 1686/8416 [00:13<00:54, 122.52it/s]
    Epoch 4:  80%|████████  | 26936/33666 [15:44<03:55, 28.53it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  20%|██        | 1687/8416 [00:13<00:54, 122.53it/s]
    Epoch 4:  80%|████████  | 26937/33666 [15:44<03:55, 28.53it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  20%|██        | 1688/8416 [00:13<00:54, 122.53it/s]
    Epoch 4:  80%|████████  | 26938/33666 [15:44<03:55, 28.53it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  20%|██        | 1689/8416 [00:13<00:54, 122.53it/s]
    Epoch 4:  80%|████████  | 26939/33666 [15:44<03:55, 28.53it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  20%|██        | 1690/8416 [00:13<00:54, 122.53it/s]
    Epoch 4:  80%|████████  | 26940/33666 [15:44<03:55, 28.53it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  20%|██        | 1691/8416 [00:13<00:54, 122.54it/s]
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    Validation DataLoader 0:  20%|██        | 1692/8416 [00:13<00:54, 122.54it/s]
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    Validation DataLoader 0:  20%|██        | 1693/8416 [00:13<00:54, 122.54it/s]
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    Validation DataLoader 0:  20%|██        | 1694/8416 [00:13<00:54, 122.55it/s]
    Epoch 4:  80%|████████  | 26944/33666 [15:44<03:55, 28.53it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  20%|██        | 1695/8416 [00:13<00:54, 122.55it/s]
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    Validation DataLoader 0:  20%|██        | 1698/8416 [00:13<00:54, 122.56it/s]
    Epoch 4:  80%|████████  | 26948/33666 [15:44<03:55, 28.54it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  20%|██        | 1699/8416 [00:13<00:54, 122.56it/s]
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    Epoch 4:  80%|████████  | 26950/33666 [15:44<03:55, 28.54it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  20%|██        | 1701/8416 [00:13<00:54, 122.56it/s]
    Epoch 4:  80%|████████  | 26951/33666 [15:44<03:55, 28.54it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  20%|██        | 1702/8416 [00:13<00:54, 122.57it/s]
    Epoch 4:  80%|████████  | 26952/33666 [15:44<03:55, 28.54it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  20%|██        | 1703/8416 [00:13<00:54, 122.57it/s]
    Epoch 4:  80%|████████  | 26953/33666 [15:44<03:55, 28.54it/s, loss=3.08, v_num=0]

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    Epoch 4:  80%|████████  | 26954/33666 [15:44<03:55, 28.54it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  20%|██        | 1705/8416 [00:13<00:54, 122.57it/s]
    Epoch 4:  80%|████████  | 26955/33666 [15:44<03:55, 28.54it/s, loss=3.08, v_num=0]

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    Epoch 4:  80%|████████  | 26956/33666 [15:44<03:55, 28.54it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  20%|██        | 1707/8416 [00:13<00:54, 122.58it/s]
    Epoch 4:  80%|████████  | 26957/33666 [15:44<03:55, 28.54it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  20%|██        | 1708/8416 [00:13<00:54, 122.58it/s]
    Epoch 4:  80%|████████  | 26958/33666 [15:44<03:54, 28.55it/s, loss=3.08, v_num=0]

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    Validation DataLoader 0:  21%|██        | 1727/8416 [00:14<00:54, 122.63it/s]
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    Validation DataLoader 0:  21%|██        | 1728/8416 [00:14<00:54, 122.63it/s]
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    Validation DataLoader 0:  21%|██        | 1729/8416 [00:14<00:54, 122.63it/s]
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    Validation DataLoader 0:  21%|██        | 1730/8416 [00:14<00:54, 122.64it/s]
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    Validation DataLoader 0:  21%|██        | 1731/8416 [00:14<00:54, 122.64it/s]
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    Validation DataLoader 0:  21%|██        | 1732/8416 [00:14<00:54, 122.64it/s]
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    Validation DataLoader 0:  21%|██        | 1733/8416 [00:14<00:54, 122.65it/s]
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    Validation DataLoader 0:  21%|██        | 1734/8416 [00:14<00:54, 122.65it/s]
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    Validation DataLoader 0:  21%|██        | 1735/8416 [00:14<00:54, 122.65it/s]
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    Validation DataLoader 0:  21%|██        | 1736/8416 [00:14<00:54, 122.66it/s]
    Epoch 4:  80%|████████  | 26986/33666 [15:44<03:53, 28.57it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1737/8416 [00:14<00:54, 122.66it/s]
    Epoch 4:  80%|████████  | 26987/33666 [15:44<03:53, 28.57it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1738/8416 [00:14<00:54, 122.66it/s]
    Epoch 4:  80%|████████  | 26988/33666 [15:44<03:53, 28.57it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1739/8416 [00:14<00:54, 122.66it/s]
    Epoch 4:  80%|████████  | 26989/33666 [15:44<03:53, 28.57it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1740/8416 [00:14<00:54, 122.66it/s]
    Epoch 4:  80%|████████  | 26990/33666 [15:44<03:53, 28.57it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1741/8416 [00:14<00:54, 122.67it/s]
    Epoch 4:  80%|████████  | 26991/33666 [15:44<03:53, 28.57it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1742/8416 [00:14<00:54, 122.67it/s]
    Epoch 4:  80%|████████  | 26992/33666 [15:44<03:53, 28.57it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1743/8416 [00:14<00:54, 122.67it/s]
    Epoch 4:  80%|████████  | 26993/33666 [15:44<03:53, 28.57it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1744/8416 [00:14<00:54, 122.68it/s]
    Epoch 4:  80%|████████  | 26994/33666 [15:44<03:53, 28.57it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1745/8416 [00:14<00:54, 122.68it/s]
    Epoch 4:  80%|████████  | 26995/33666 [15:44<03:53, 28.58it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1746/8416 [00:14<00:54, 122.68it/s]
    Epoch 4:  80%|████████  | 26996/33666 [15:44<03:53, 28.58it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1747/8416 [00:14<00:54, 122.68it/s]
    Epoch 4:  80%|████████  | 26997/33666 [15:44<03:53, 28.58it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1748/8416 [00:14<00:54, 122.69it/s]
    Epoch 4:  80%|████████  | 26998/33666 [15:44<03:53, 28.58it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1749/8416 [00:14<00:54, 122.69it/s]
    Epoch 4:  80%|████████  | 26999/33666 [15:44<03:53, 28.58it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1750/8416 [00:14<00:54, 122.69it/s]
    Epoch 4:  80%|████████  | 27000/33666 [15:44<03:53, 28.58it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1751/8416 [00:14<00:54, 122.64it/s]
    Epoch 4:  80%|████████  | 27001/33666 [15:44<03:53, 28.58it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1752/8416 [00:14<00:54, 122.62it/s]
    Epoch 4:  80%|████████  | 27002/33666 [15:44<03:53, 28.58it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1753/8416 [00:14<00:54, 122.62it/s]
    Epoch 4:  80%|████████  | 27003/33666 [15:44<03:53, 28.58it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1754/8416 [00:14<00:54, 122.62it/s]
    Epoch 4:  80%|████████  | 27004/33666 [15:44<03:53, 28.58it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1755/8416 [00:14<00:54, 122.62it/s]
    Epoch 4:  80%|████████  | 27005/33666 [15:44<03:53, 28.58it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1756/8416 [00:14<00:54, 122.62it/s]
    Epoch 4:  80%|████████  | 27006/33666 [15:44<03:52, 28.58it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1757/8416 [00:14<00:54, 122.62it/s]
    Epoch 4:  80%|████████  | 27007/33666 [15:44<03:52, 28.58it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1758/8416 [00:14<00:54, 122.61it/s]
    Epoch 4:  80%|████████  | 27008/33666 [15:44<03:52, 28.59it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1759/8416 [00:14<00:54, 122.61it/s]
    Epoch 4:  80%|████████  | 27009/33666 [15:44<03:52, 28.59it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1760/8416 [00:14<00:54, 122.62it/s]
    Epoch 4:  80%|████████  | 27010/33666 [15:44<03:52, 28.59it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1761/8416 [00:14<00:54, 122.62it/s]
    Epoch 4:  80%|████████  | 27011/33666 [15:44<03:52, 28.59it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1762/8416 [00:14<00:54, 122.62it/s]
    Epoch 4:  80%|████████  | 27012/33666 [15:44<03:52, 28.59it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1763/8416 [00:14<00:54, 122.62it/s]
    Epoch 4:  80%|████████  | 27013/33666 [15:44<03:52, 28.59it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1764/8416 [00:14<00:54, 122.62it/s]
    Epoch 4:  80%|████████  | 27014/33666 [15:44<03:52, 28.59it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1765/8416 [00:14<00:54, 122.62it/s]
    Epoch 4:  80%|████████  | 27015/33666 [15:44<03:52, 28.59it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1766/8416 [00:14<00:54, 122.62it/s]
    Epoch 4:  80%|████████  | 27016/33666 [15:44<03:52, 28.59it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1767/8416 [00:14<00:54, 122.62it/s]
    Epoch 4:  80%|████████  | 27017/33666 [15:44<03:52, 28.59it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1768/8416 [00:14<00:54, 122.62it/s]
    Epoch 4:  80%|████████  | 27018/33666 [15:44<03:52, 28.59it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1769/8416 [00:14<00:54, 122.62it/s]
    Epoch 4:  80%|████████  | 27019/33666 [15:44<03:52, 28.59it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1770/8416 [00:14<00:54, 122.62it/s]
    Epoch 4:  80%|████████  | 27020/33666 [15:44<03:52, 28.60it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1771/8416 [00:14<00:54, 122.63it/s]
    Epoch 4:  80%|████████  | 27021/33666 [15:44<03:52, 28.60it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1772/8416 [00:14<00:54, 122.63it/s]
    Epoch 4:  80%|████████  | 27022/33666 [15:44<03:52, 28.60it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1773/8416 [00:14<00:54, 122.62it/s]
    Epoch 4:  80%|████████  | 27023/33666 [15:44<03:52, 28.60it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1774/8416 [00:14<00:54, 122.61it/s]
    Epoch 4:  80%|████████  | 27024/33666 [15:44<03:52, 28.60it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1775/8416 [00:14<00:54, 122.61it/s]
    Epoch 4:  80%|████████  | 27025/33666 [15:44<03:52, 28.60it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1776/8416 [00:14<00:54, 122.61it/s]
    Epoch 4:  80%|████████  | 27026/33666 [15:44<03:52, 28.60it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1777/8416 [00:14<00:54, 122.61it/s]
    Epoch 4:  80%|████████  | 27027/33666 [15:44<03:52, 28.60it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1778/8416 [00:14<00:54, 122.61it/s]
    Epoch 4:  80%|████████  | 27028/33666 [15:44<03:52, 28.60it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1779/8416 [00:14<00:54, 122.61it/s]
    Epoch 4:  80%|████████  | 27029/33666 [15:44<03:52, 28.60it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1780/8416 [00:14<00:54, 122.61it/s]
    Epoch 4:  80%|████████  | 27030/33666 [15:44<03:51, 28.60it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1781/8416 [00:14<00:54, 122.60it/s]
    Epoch 4:  80%|████████  | 27031/33666 [15:44<03:51, 28.60it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1782/8416 [00:14<00:54, 122.60it/s]
    Epoch 4:  80%|████████  | 27032/33666 [15:45<03:51, 28.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1783/8416 [00:14<00:54, 122.61it/s]
    Epoch 4:  80%|████████  | 27033/33666 [15:45<03:51, 28.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1784/8416 [00:14<00:54, 122.60it/s]
    Epoch 4:  80%|████████  | 27034/33666 [15:45<03:51, 28.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1785/8416 [00:14<00:54, 122.60it/s]
    Epoch 4:  80%|████████  | 27035/33666 [15:45<03:51, 28.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1786/8416 [00:14<00:54, 122.60it/s]
    Epoch 4:  80%|████████  | 27036/33666 [15:45<03:51, 28.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1787/8416 [00:14<00:54, 122.60it/s]
    Epoch 4:  80%|████████  | 27037/33666 [15:45<03:51, 28.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██        | 1788/8416 [00:14<00:54, 122.60it/s]
    Epoch 4:  80%|████████  | 27038/33666 [15:45<03:51, 28.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1789/8416 [00:14<00:54, 122.59it/s]
    Epoch 4:  80%|████████  | 27039/33666 [15:45<03:51, 28.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1790/8416 [00:14<00:54, 122.58it/s]
    Epoch 4:  80%|████████  | 27040/33666 [15:45<03:51, 28.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1791/8416 [00:14<00:54, 122.58it/s]
    Epoch 4:  80%|████████  | 27041/33666 [15:45<03:51, 28.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1792/8416 [00:14<00:54, 122.59it/s]
    Epoch 4:  80%|████████  | 27042/33666 [15:45<03:51, 28.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1793/8416 [00:14<00:54, 122.59it/s]
    Epoch 4:  80%|████████  | 27043/33666 [15:45<03:51, 28.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1794/8416 [00:14<00:54, 122.59it/s]
    Epoch 4:  80%|████████  | 27044/33666 [15:45<03:51, 28.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1795/8416 [00:14<00:54, 122.59it/s]
    Epoch 4:  80%|████████  | 27045/33666 [15:45<03:51, 28.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1796/8416 [00:14<00:54, 122.59it/s]
    Epoch 4:  80%|████████  | 27046/33666 [15:45<03:51, 28.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1797/8416 [00:14<00:53, 122.58it/s]
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    Validation DataLoader 0:  21%|██▏       | 1798/8416 [00:14<00:53, 122.58it/s]
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    Validation DataLoader 0:  21%|██▏       | 1799/8416 [00:14<00:53, 122.58it/s]
    Epoch 4:  80%|████████  | 27049/33666 [15:45<03:51, 28.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1800/8416 [00:14<00:53, 122.58it/s]
    Epoch 4:  80%|████████  | 27050/33666 [15:45<03:51, 28.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1801/8416 [00:14<00:53, 122.58it/s]
    Epoch 4:  80%|████████  | 27051/33666 [15:45<03:51, 28.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1802/8416 [00:14<00:53, 122.58it/s]
    Epoch 4:  80%|████████  | 27052/33666 [15:45<03:51, 28.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1803/8416 [00:14<00:53, 122.58it/s]
    Epoch 4:  80%|████████  | 27053/33666 [15:45<03:51, 28.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1804/8416 [00:14<00:53, 122.58it/s]
    Epoch 4:  80%|████████  | 27054/33666 [15:45<03:51, 28.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1805/8416 [00:14<00:53, 122.55it/s]
    Epoch 4:  80%|████████  | 27055/33666 [15:45<03:50, 28.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1806/8416 [00:14<00:53, 122.53it/s]
    Epoch 4:  80%|████████  | 27056/33666 [15:45<03:50, 28.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1807/8416 [00:14<00:53, 122.54it/s]
    Epoch 4:  80%|████████  | 27057/33666 [15:45<03:50, 28.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1808/8416 [00:14<00:53, 122.54it/s]
    Epoch 4:  80%|████████  | 27058/33666 [15:45<03:50, 28.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  21%|██▏       | 1809/8416 [00:14<00:53, 122.54it/s]
    Epoch 4:  80%|████████  | 27059/33666 [15:45<03:50, 28.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1810/8416 [00:14<00:53, 122.54it/s]
    Epoch 4:  80%|████████  | 27060/33666 [15:45<03:50, 28.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1811/8416 [00:14<00:53, 122.55it/s]
    Epoch 4:  80%|████████  | 27061/33666 [15:45<03:50, 28.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1812/8416 [00:14<00:53, 122.55it/s]
    Epoch 4:  80%|████████  | 27062/33666 [15:45<03:50, 28.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1813/8416 [00:14<00:53, 122.55it/s]
    Epoch 4:  80%|████████  | 27063/33666 [15:45<03:50, 28.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1814/8416 [00:14<00:53, 122.55it/s]
    Epoch 4:  80%|████████  | 27064/33666 [15:45<03:50, 28.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1815/8416 [00:14<00:53, 122.56it/s]
    Epoch 4:  80%|████████  | 27065/33666 [15:45<03:50, 28.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1816/8416 [00:14<00:53, 122.56it/s]
    Epoch 4:  80%|████████  | 27066/33666 [15:45<03:50, 28.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1817/8416 [00:14<00:53, 122.56it/s]
    Epoch 4:  80%|████████  | 27067/33666 [15:45<03:50, 28.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1818/8416 [00:14<00:53, 122.57it/s]
    Epoch 4:  80%|████████  | 27068/33666 [15:45<03:50, 28.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1819/8416 [00:14<00:53, 122.57it/s]
    Epoch 4:  80%|████████  | 27069/33666 [15:45<03:50, 28.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1820/8416 [00:14<00:53, 122.57it/s]
    Epoch 4:  80%|████████  | 27070/33666 [15:45<03:50, 28.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1821/8416 [00:14<00:53, 122.57it/s]
    Epoch 4:  80%|████████  | 27071/33666 [15:45<03:50, 28.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1822/8416 [00:14<00:53, 122.57it/s]
    Epoch 4:  80%|████████  | 27072/33666 [15:45<03:50, 28.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1823/8416 [00:14<00:53, 122.58it/s]
    Epoch 4:  80%|████████  | 27073/33666 [15:45<03:50, 28.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1824/8416 [00:14<00:53, 122.58it/s]
    Epoch 4:  80%|████████  | 27074/33666 [15:45<03:50, 28.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1825/8416 [00:14<00:53, 122.58it/s]
    Epoch 4:  80%|████████  | 27075/33666 [15:45<03:50, 28.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1826/8416 [00:14<00:53, 122.58it/s]
    Epoch 4:  80%|████████  | 27076/33666 [15:45<03:50, 28.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1827/8416 [00:14<00:53, 122.59it/s]
    Epoch 4:  80%|████████  | 27077/33666 [15:45<03:50, 28.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1828/8416 [00:14<00:53, 122.59it/s]
    Epoch 4:  80%|████████  | 27078/33666 [15:45<03:50, 28.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1829/8416 [00:14<00:53, 122.59it/s]
    Epoch 4:  80%|████████  | 27079/33666 [15:45<03:49, 28.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1830/8416 [00:14<00:53, 122.59it/s]
    Epoch 4:  80%|████████  | 27080/33666 [15:45<03:49, 28.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1831/8416 [00:14<00:53, 122.59it/s]
    Epoch 4:  80%|████████  | 27081/33666 [15:45<03:49, 28.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1832/8416 [00:14<00:53, 122.60it/s]
    Epoch 4:  80%|████████  | 27082/33666 [15:45<03:49, 28.65it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1833/8416 [00:14<00:53, 122.60it/s]
    Epoch 4:  80%|████████  | 27083/33666 [15:45<03:49, 28.65it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1834/8416 [00:14<00:53, 122.60it/s]
    Epoch 4:  80%|████████  | 27084/33666 [15:45<03:49, 28.65it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1835/8416 [00:14<00:53, 122.61it/s]
    Epoch 4:  80%|████████  | 27085/33666 [15:45<03:49, 28.65it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1836/8416 [00:14<00:53, 122.61it/s]
    Epoch 4:  80%|████████  | 27086/33666 [15:45<03:49, 28.65it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1837/8416 [00:14<00:53, 122.61it/s]
    Epoch 4:  80%|████████  | 27087/33666 [15:45<03:49, 28.65it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1838/8416 [00:14<00:53, 122.61it/s]
    Epoch 4:  80%|████████  | 27088/33666 [15:45<03:49, 28.65it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1839/8416 [00:14<00:53, 122.62it/s]
    Epoch 4:  80%|████████  | 27089/33666 [15:45<03:49, 28.65it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1840/8416 [00:15<00:53, 122.62it/s]
    Epoch 4:  80%|████████  | 27090/33666 [15:45<03:49, 28.65it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1841/8416 [00:15<00:53, 122.62it/s]
    Epoch 4:  80%|████████  | 27091/33666 [15:45<03:49, 28.65it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1842/8416 [00:15<00:53, 122.62it/s]
    Epoch 4:  80%|████████  | 27092/33666 [15:45<03:49, 28.65it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1843/8416 [00:15<00:53, 122.63it/s]
    Epoch 4:  80%|████████  | 27093/33666 [15:45<03:49, 28.65it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1844/8416 [00:15<00:53, 122.63it/s]
    Epoch 4:  80%|████████  | 27094/33666 [15:45<03:49, 28.66it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1845/8416 [00:15<00:53, 122.63it/s]
    Epoch 4:  80%|████████  | 27095/33666 [15:45<03:49, 28.66it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1846/8416 [00:15<00:53, 122.64it/s]
    Epoch 4:  80%|████████  | 27096/33666 [15:45<03:49, 28.66it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1847/8416 [00:15<00:53, 122.64it/s]
    Epoch 4:  80%|████████  | 27097/33666 [15:45<03:49, 28.66it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1848/8416 [00:15<00:53, 122.64it/s]
    Epoch 4:  80%|████████  | 27098/33666 [15:45<03:49, 28.66it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1849/8416 [00:15<00:53, 122.65it/s]
    Epoch 4:  80%|████████  | 27099/33666 [15:45<03:49, 28.66it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1850/8416 [00:15<00:53, 122.65it/s]
    Epoch 4:  80%|████████  | 27100/33666 [15:45<03:49, 28.66it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1851/8416 [00:15<00:53, 122.65it/s]
    Epoch 4:  80%|████████  | 27101/33666 [15:45<03:49, 28.66it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1852/8416 [00:15<00:53, 122.65it/s]
    Epoch 4:  81%|████████  | 27102/33666 [15:45<03:49, 28.66it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1853/8416 [00:15<00:53, 122.66it/s]
    Epoch 4:  81%|████████  | 27103/33666 [15:45<03:48, 28.66it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1854/8416 [00:15<00:53, 122.65it/s]
    Epoch 4:  81%|████████  | 27104/33666 [15:45<03:48, 28.66it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1855/8416 [00:15<00:53, 122.66it/s]
    Epoch 4:  81%|████████  | 27105/33666 [15:45<03:48, 28.66it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1856/8416 [00:15<00:53, 122.66it/s]
    Epoch 4:  81%|████████  | 27106/33666 [15:45<03:48, 28.67it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1857/8416 [00:15<00:53, 122.66it/s]
    Epoch 4:  81%|████████  | 27107/33666 [15:45<03:48, 28.67it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1858/8416 [00:15<00:53, 122.67it/s]
    Epoch 4:  81%|████████  | 27108/33666 [15:45<03:48, 28.67it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1859/8416 [00:15<00:53, 122.67it/s]
    Epoch 4:  81%|████████  | 27109/33666 [15:45<03:48, 28.67it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1860/8416 [00:15<00:53, 122.67it/s]
    Epoch 4:  81%|████████  | 27110/33666 [15:45<03:48, 28.67it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1861/8416 [00:15<00:53, 122.67it/s]
    Epoch 4:  81%|████████  | 27111/33666 [15:45<03:48, 28.67it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1862/8416 [00:15<00:53, 122.68it/s]
    Epoch 4:  81%|████████  | 27112/33666 [15:45<03:48, 28.67it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1863/8416 [00:15<00:53, 122.68it/s]
    Epoch 4:  81%|████████  | 27113/33666 [15:45<03:48, 28.67it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1864/8416 [00:15<00:53, 122.68it/s]
    Epoch 4:  81%|████████  | 27114/33666 [15:45<03:48, 28.67it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1865/8416 [00:15<00:53, 122.69it/s]
    Epoch 4:  81%|████████  | 27115/33666 [15:45<03:48, 28.67it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1866/8416 [00:15<00:53, 122.69it/s]
    Epoch 4:  81%|████████  | 27116/33666 [15:45<03:48, 28.67it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1867/8416 [00:15<00:53, 122.69it/s]
    Epoch 4:  81%|████████  | 27117/33666 [15:45<03:48, 28.67it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1868/8416 [00:15<00:53, 122.69it/s]
    Epoch 4:  81%|████████  | 27118/33666 [15:45<03:48, 28.68it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1869/8416 [00:15<00:53, 122.70it/s]
    Epoch 4:  81%|████████  | 27119/33666 [15:45<03:48, 28.68it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1870/8416 [00:15<00:53, 122.70it/s]
    Epoch 4:  81%|████████  | 27120/33666 [15:45<03:48, 28.68it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1871/8416 [00:15<00:53, 122.70it/s]
    Epoch 4:  81%|████████  | 27121/33666 [15:45<03:48, 28.68it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1872/8416 [00:15<00:53, 122.71it/s]
    Epoch 4:  81%|████████  | 27122/33666 [15:45<03:48, 28.68it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1873/8416 [00:15<00:53, 122.71it/s]
    Epoch 4:  81%|████████  | 27123/33666 [15:45<03:48, 28.68it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1874/8416 [00:15<00:53, 122.71it/s]
    Epoch 4:  81%|████████  | 27124/33666 [15:45<03:48, 28.68it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1875/8416 [00:15<00:53, 122.71it/s]
    Epoch 4:  81%|████████  | 27125/33666 [15:45<03:48, 28.68it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1876/8416 [00:15<00:53, 122.72it/s]
    Epoch 4:  81%|████████  | 27126/33666 [15:45<03:48, 28.68it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1877/8416 [00:15<00:53, 122.72it/s]
    Epoch 4:  81%|████████  | 27127/33666 [15:45<03:47, 28.68it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1878/8416 [00:15<00:53, 122.72it/s]
    Epoch 4:  81%|████████  | 27128/33666 [15:45<03:47, 28.68it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1879/8416 [00:15<00:53, 122.72it/s]
    Epoch 4:  81%|████████  | 27129/33666 [15:45<03:47, 28.68it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1880/8416 [00:15<00:53, 122.73it/s]
    Epoch 4:  81%|████████  | 27130/33666 [15:45<03:47, 28.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1881/8416 [00:15<00:53, 122.73it/s]
    Epoch 4:  81%|████████  | 27131/33666 [15:45<03:47, 28.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1882/8416 [00:15<00:53, 122.73it/s]
    Epoch 4:  81%|████████  | 27132/33666 [15:45<03:47, 28.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1883/8416 [00:15<00:53, 122.73it/s]
    Epoch 4:  81%|████████  | 27133/33666 [15:45<03:47, 28.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1884/8416 [00:15<00:53, 122.74it/s]
    Epoch 4:  81%|████████  | 27134/33666 [15:45<03:47, 28.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1885/8416 [00:15<00:53, 122.74it/s]
    Epoch 4:  81%|████████  | 27135/33666 [15:45<03:47, 28.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1886/8416 [00:15<00:53, 122.74it/s]
    Epoch 4:  81%|████████  | 27136/33666 [15:45<03:47, 28.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1887/8416 [00:15<00:53, 122.74it/s]
    Epoch 4:  81%|████████  | 27137/33666 [15:45<03:47, 28.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1888/8416 [00:15<00:53, 122.75it/s]
    Epoch 4:  81%|████████  | 27138/33666 [15:45<03:47, 28.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1889/8416 [00:15<00:53, 122.75it/s]
    Epoch 4:  81%|████████  | 27139/33666 [15:45<03:47, 28.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1890/8416 [00:15<00:53, 122.75it/s]
    Epoch 4:  81%|████████  | 27140/33666 [15:45<03:47, 28.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1891/8416 [00:15<00:53, 122.75it/s]
    Epoch 4:  81%|████████  | 27141/33666 [15:45<03:47, 28.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1892/8416 [00:15<00:53, 122.76it/s]
    Epoch 4:  81%|████████  | 27142/33666 [15:45<03:47, 28.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  22%|██▏       | 1893/8416 [00:15<00:53, 122.76it/s]
    Epoch 4:  81%|████████  | 27143/33666 [15:45<03:47, 28.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1894/8416 [00:15<00:53, 122.76it/s]
    Epoch 4:  81%|████████  | 27144/33666 [15:45<03:47, 28.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1895/8416 [00:15<00:53, 122.76it/s]
    Epoch 4:  81%|████████  | 27145/33666 [15:45<03:47, 28.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1896/8416 [00:15<00:53, 122.76it/s]
    Epoch 4:  81%|████████  | 27146/33666 [15:45<03:47, 28.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1897/8416 [00:15<00:53, 122.77it/s]
    Epoch 4:  81%|████████  | 27147/33666 [15:45<03:47, 28.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1898/8416 [00:15<00:53, 122.77it/s]
    Epoch 4:  81%|████████  | 27148/33666 [15:45<03:47, 28.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1899/8416 [00:15<00:53, 122.77it/s]
    Epoch 4:  81%|████████  | 27149/33666 [15:45<03:47, 28.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1900/8416 [00:15<00:53, 122.77it/s]
    Epoch 4:  81%|████████  | 27150/33666 [15:45<03:47, 28.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1901/8416 [00:15<00:53, 122.78it/s]
    Epoch 4:  81%|████████  | 27151/33666 [15:45<03:46, 28.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1902/8416 [00:15<00:53, 122.78it/s]
    Epoch 4:  81%|████████  | 27152/33666 [15:45<03:46, 28.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1903/8416 [00:15<00:53, 122.78it/s]
    Epoch 4:  81%|████████  | 27153/33666 [15:45<03:46, 28.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1904/8416 [00:15<00:53, 122.78it/s]
    Epoch 4:  81%|████████  | 27154/33666 [15:45<03:46, 28.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1905/8416 [00:15<00:53, 122.79it/s]
    Epoch 4:  81%|████████  | 27155/33666 [15:45<03:46, 28.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1906/8416 [00:15<00:53, 122.79it/s]
    Epoch 4:  81%|████████  | 27156/33666 [15:45<03:46, 28.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1907/8416 [00:15<00:53, 122.79it/s]
    Epoch 4:  81%|████████  | 27157/33666 [15:45<03:46, 28.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1908/8416 [00:15<00:52, 122.79it/s]
    Epoch 4:  81%|████████  | 27158/33666 [15:46<03:46, 28.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1909/8416 [00:15<00:52, 122.80it/s]
    Epoch 4:  81%|████████  | 27159/33666 [15:46<03:46, 28.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1910/8416 [00:15<00:52, 122.80it/s]
    Epoch 4:  81%|████████  | 27160/33666 [15:46<03:46, 28.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1911/8416 [00:15<00:52, 122.80it/s]
    Epoch 4:  81%|████████  | 27161/33666 [15:46<03:46, 28.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1912/8416 [00:15<00:52, 122.80it/s]
    Epoch 4:  81%|████████  | 27162/33666 [15:46<03:46, 28.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1913/8416 [00:15<00:52, 122.81it/s]
    Epoch 4:  81%|████████  | 27163/33666 [15:46<03:46, 28.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1914/8416 [00:15<00:52, 122.81it/s]
    Epoch 4:  81%|████████  | 27164/33666 [15:46<03:46, 28.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1915/8416 [00:15<00:52, 122.81it/s]
    Epoch 4:  81%|████████  | 27165/33666 [15:46<03:46, 28.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1916/8416 [00:15<00:52, 122.81it/s]
    Epoch 4:  81%|████████  | 27166/33666 [15:46<03:46, 28.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1917/8416 [00:15<00:52, 122.82it/s]
    Epoch 4:  81%|████████  | 27167/33666 [15:46<03:46, 28.72it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1918/8416 [00:15<00:52, 122.81it/s]
    Epoch 4:  81%|████████  | 27168/33666 [15:46<03:46, 28.72it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1919/8416 [00:15<00:52, 122.81it/s]
    Epoch 4:  81%|████████  | 27169/33666 [15:46<03:46, 28.72it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1920/8416 [00:15<00:52, 122.82it/s]
    Epoch 4:  81%|████████  | 27170/33666 [15:46<03:46, 28.72it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1921/8416 [00:15<00:52, 122.82it/s]
    Epoch 4:  81%|████████  | 27171/33666 [15:46<03:46, 28.72it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1922/8416 [00:15<00:52, 122.82it/s]
    Epoch 4:  81%|████████  | 27172/33666 [15:46<03:46, 28.72it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1923/8416 [00:15<00:52, 122.82it/s]
    Epoch 4:  81%|████████  | 27173/33666 [15:46<03:46, 28.72it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1924/8416 [00:15<00:52, 122.83it/s]
    Epoch 4:  81%|████████  | 27174/33666 [15:46<03:46, 28.72it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1925/8416 [00:15<00:52, 122.83it/s]
    Epoch 4:  81%|████████  | 27175/33666 [15:46<03:45, 28.72it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1926/8416 [00:15<00:52, 122.83it/s]
    Epoch 4:  81%|████████  | 27176/33666 [15:46<03:45, 28.72it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1927/8416 [00:15<00:52, 122.83it/s]
    Epoch 4:  81%|████████  | 27177/33666 [15:46<03:45, 28.72it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1928/8416 [00:15<00:52, 122.84it/s]
    Epoch 4:  81%|████████  | 27178/33666 [15:46<03:45, 28.72it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1929/8416 [00:15<00:52, 122.84it/s]
    Epoch 4:  81%|████████  | 27179/33666 [15:46<03:45, 28.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1930/8416 [00:15<00:52, 122.84it/s]
    Epoch 4:  81%|████████  | 27180/33666 [15:46<03:45, 28.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1931/8416 [00:15<00:52, 122.85it/s]
    Epoch 4:  81%|████████  | 27181/33666 [15:46<03:45, 28.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1932/8416 [00:15<00:52, 122.85it/s]
    Epoch 4:  81%|████████  | 27182/33666 [15:46<03:45, 28.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1933/8416 [00:15<00:52, 122.85it/s]
    Epoch 4:  81%|████████  | 27183/33666 [15:46<03:45, 28.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1934/8416 [00:15<00:52, 122.85it/s]
    Epoch 4:  81%|████████  | 27184/33666 [15:46<03:45, 28.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1935/8416 [00:15<00:52, 122.84it/s]
    Epoch 4:  81%|████████  | 27185/33666 [15:46<03:45, 28.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1936/8416 [00:15<00:52, 122.84it/s]
    Epoch 4:  81%|████████  | 27186/33666 [15:46<03:45, 28.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1937/8416 [00:15<00:52, 122.84it/s]
    Epoch 4:  81%|████████  | 27187/33666 [15:46<03:45, 28.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1938/8416 [00:15<00:52, 122.84it/s]
    Epoch 4:  81%|████████  | 27188/33666 [15:46<03:45, 28.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1939/8416 [00:15<00:52, 122.84it/s]
    Epoch 4:  81%|████████  | 27189/33666 [15:46<03:45, 28.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1940/8416 [00:15<00:52, 122.84it/s]
    Epoch 4:  81%|████████  | 27190/33666 [15:46<03:45, 28.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1941/8416 [00:15<00:52, 122.84it/s]
    Epoch 4:  81%|████████  | 27191/33666 [15:46<03:45, 28.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1942/8416 [00:15<00:52, 122.84it/s]
    Epoch 4:  81%|████████  | 27192/33666 [15:46<03:45, 28.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1943/8416 [00:15<00:52, 122.84it/s]
    Epoch 4:  81%|████████  | 27193/33666 [15:46<03:45, 28.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1944/8416 [00:15<00:52, 122.84it/s]
    Epoch 4:  81%|████████  | 27194/33666 [15:46<03:45, 28.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1945/8416 [00:15<00:52, 122.84it/s]
    Epoch 4:  81%|████████  | 27195/33666 [15:46<03:45, 28.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1946/8416 [00:15<00:52, 122.84it/s]
    Epoch 4:  81%|████████  | 27196/33666 [15:46<03:45, 28.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1947/8416 [00:15<00:52, 122.84it/s]
    Epoch 4:  81%|████████  | 27197/33666 [15:46<03:45, 28.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1948/8416 [00:15<00:52, 122.84it/s]
    Epoch 4:  81%|████████  | 27198/33666 [15:46<03:45, 28.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1949/8416 [00:15<00:52, 122.84it/s]
    Epoch 4:  81%|████████  | 27199/33666 [15:46<03:45, 28.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1950/8416 [00:15<00:52, 122.81it/s]
    Epoch 4:  81%|████████  | 27200/33666 [15:46<03:44, 28.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1951/8416 [00:15<00:52, 122.81it/s]
    Epoch 4:  81%|████████  | 27201/33666 [15:46<03:44, 28.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1952/8416 [00:15<00:52, 122.81it/s]
    Epoch 4:  81%|████████  | 27202/33666 [15:46<03:44, 28.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1953/8416 [00:15<00:52, 122.81it/s]
    Epoch 4:  81%|████████  | 27203/33666 [15:46<03:44, 28.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1954/8416 [00:15<00:52, 122.82it/s]
    Epoch 4:  81%|████████  | 27204/33666 [15:46<03:44, 28.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1955/8416 [00:15<00:52, 122.82it/s]
    Epoch 4:  81%|████████  | 27205/33666 [15:46<03:44, 28.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1956/8416 [00:15<00:52, 122.82it/s]
    Epoch 4:  81%|████████  | 27206/33666 [15:46<03:44, 28.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1957/8416 [00:15<00:52, 122.82it/s]
    Epoch 4:  81%|████████  | 27207/33666 [15:46<03:44, 28.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1958/8416 [00:15<00:52, 122.82it/s]
    Epoch 4:  81%|████████  | 27208/33666 [15:46<03:44, 28.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1959/8416 [00:15<00:52, 122.83it/s]
    Epoch 4:  81%|████████  | 27209/33666 [15:46<03:44, 28.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1960/8416 [00:15<00:52, 122.83it/s]
    Epoch 4:  81%|████████  | 27210/33666 [15:46<03:44, 28.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1961/8416 [00:15<00:52, 122.83it/s]
    Epoch 4:  81%|████████  | 27211/33666 [15:46<03:44, 28.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1962/8416 [00:15<00:52, 122.83it/s]
    Epoch 4:  81%|████████  | 27212/33666 [15:46<03:44, 28.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1963/8416 [00:15<00:52, 122.84it/s]
    Epoch 4:  81%|████████  | 27213/33666 [15:46<03:44, 28.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1964/8416 [00:15<00:52, 122.84it/s]
    Epoch 4:  81%|████████  | 27214/33666 [15:46<03:44, 28.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1965/8416 [00:15<00:52, 122.84it/s]
    Epoch 4:  81%|████████  | 27215/33666 [15:46<03:44, 28.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1966/8416 [00:16<00:52, 122.84it/s]
    Epoch 4:  81%|████████  | 27216/33666 [15:46<03:44, 28.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1967/8416 [00:16<00:52, 122.85it/s]
    Epoch 4:  81%|████████  | 27217/33666 [15:46<03:44, 28.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1968/8416 [00:16<00:52, 122.85it/s]
    Epoch 4:  81%|████████  | 27218/33666 [15:46<03:44, 28.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1969/8416 [00:16<00:52, 122.85it/s]
    Epoch 4:  81%|████████  | 27219/33666 [15:46<03:44, 28.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1970/8416 [00:16<00:52, 122.85it/s]
    Epoch 4:  81%|████████  | 27220/33666 [15:46<03:44, 28.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1971/8416 [00:16<00:52, 122.85it/s]
    Epoch 4:  81%|████████  | 27221/33666 [15:46<03:44, 28.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1972/8416 [00:16<00:52, 122.86it/s]
    Epoch 4:  81%|████████  | 27222/33666 [15:46<03:44, 28.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1973/8416 [00:16<00:52, 122.86it/s]
    Epoch 4:  81%|████████  | 27223/33666 [15:46<03:44, 28.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1974/8416 [00:16<00:52, 122.86it/s]
    Epoch 4:  81%|████████  | 27224/33666 [15:46<03:43, 28.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1975/8416 [00:16<00:52, 122.86it/s]
    Epoch 4:  81%|████████  | 27225/33666 [15:46<03:43, 28.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1976/8416 [00:16<00:52, 122.87it/s]
    Epoch 4:  81%|████████  | 27226/33666 [15:46<03:43, 28.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  23%|██▎       | 1977/8416 [00:16<00:52, 122.87it/s]
    Epoch 4:  81%|████████  | 27227/33666 [15:46<03:43, 28.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1978/8416 [00:16<00:52, 122.87it/s]
    Epoch 4:  81%|████████  | 27228/33666 [15:46<03:43, 28.77it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1979/8416 [00:16<00:52, 122.87it/s]
    Epoch 4:  81%|████████  | 27229/33666 [15:46<03:43, 28.77it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1980/8416 [00:16<00:52, 122.88it/s]
    Epoch 4:  81%|████████  | 27230/33666 [15:46<03:43, 28.77it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1981/8416 [00:16<00:52, 122.88it/s]
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    Validation DataLoader 0:  24%|██▎       | 1982/8416 [00:16<00:52, 122.87it/s]
    Epoch 4:  81%|████████  | 27232/33666 [15:46<03:43, 28.77it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1983/8416 [00:16<00:52, 122.88it/s]
    Epoch 4:  81%|████████  | 27233/33666 [15:46<03:43, 28.77it/s, loss=3.08, v_num=0]

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    Epoch 4:  81%|████████  | 27234/33666 [15:46<03:43, 28.77it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1985/8416 [00:16<00:52, 122.88it/s]
    Epoch 4:  81%|████████  | 27235/33666 [15:46<03:43, 28.77it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1986/8416 [00:16<00:52, 122.88it/s]
    Epoch 4:  81%|████████  | 27236/33666 [15:46<03:43, 28.77it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1987/8416 [00:16<00:52, 122.89it/s]
    Epoch 4:  81%|████████  | 27237/33666 [15:46<03:43, 28.77it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1988/8416 [00:16<00:52, 122.89it/s]
    Epoch 4:  81%|████████  | 27238/33666 [15:46<03:43, 28.77it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1989/8416 [00:16<00:52, 122.89it/s]
    Epoch 4:  81%|████████  | 27239/33666 [15:46<03:43, 28.77it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1990/8416 [00:16<00:52, 122.87it/s]
    Epoch 4:  81%|████████  | 27240/33666 [15:46<03:43, 28.77it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1991/8416 [00:16<00:52, 122.87it/s]
    Epoch 4:  81%|████████  | 27241/33666 [15:46<03:43, 28.78it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1992/8416 [00:16<00:52, 122.87it/s]
    Epoch 4:  81%|████████  | 27242/33666 [15:46<03:43, 28.78it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1993/8416 [00:16<00:52, 122.87it/s]
    Epoch 4:  81%|████████  | 27243/33666 [15:46<03:43, 28.78it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1994/8416 [00:16<00:52, 122.87it/s]
    Epoch 4:  81%|████████  | 27244/33666 [15:46<03:43, 28.78it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1995/8416 [00:16<00:52, 122.87it/s]
    Epoch 4:  81%|████████  | 27245/33666 [15:46<03:43, 28.78it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1996/8416 [00:16<00:52, 122.87it/s]
    Epoch 4:  81%|████████  | 27246/33666 [15:46<03:43, 28.78it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1997/8416 [00:16<00:52, 122.87it/s]
    Epoch 4:  81%|████████  | 27247/33666 [15:46<03:43, 28.78it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▎       | 1998/8416 [00:16<00:52, 122.87it/s]
    Epoch 4:  81%|████████  | 27248/33666 [15:46<03:42, 28.78it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 1999/8416 [00:16<00:52, 122.87it/s]
    Epoch 4:  81%|████████  | 27249/33666 [15:46<03:42, 28.78it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2000/8416 [00:16<00:52, 122.87it/s]
    Epoch 4:  81%|████████  | 27250/33666 [15:46<03:42, 28.78it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2001/8416 [00:16<00:52, 122.87it/s]
    Epoch 4:  81%|████████  | 27251/33666 [15:46<03:42, 28.78it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2002/8416 [00:16<00:52, 122.87it/s]
    Epoch 4:  81%|████████  | 27252/33666 [15:46<03:42, 28.78it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2003/8416 [00:16<00:52, 122.87it/s]
    Epoch 4:  81%|████████  | 27253/33666 [15:46<03:42, 28.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2004/8416 [00:16<00:52, 122.87it/s]
    Epoch 4:  81%|████████  | 27254/33666 [15:46<03:42, 28.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2005/8416 [00:16<00:52, 122.87it/s]
    Epoch 4:  81%|████████  | 27255/33666 [15:46<03:42, 28.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2006/8416 [00:16<00:52, 122.87it/s]
    Epoch 4:  81%|████████  | 27256/33666 [15:46<03:42, 28.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2007/8416 [00:16<00:52, 122.86it/s]
    Epoch 4:  81%|████████  | 27257/33666 [15:46<03:42, 28.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2008/8416 [00:16<00:52, 122.86it/s]
    Epoch 4:  81%|████████  | 27258/33666 [15:46<03:42, 28.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2009/8416 [00:16<00:52, 122.86it/s]
    Epoch 4:  81%|████████  | 27259/33666 [15:46<03:42, 28.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2010/8416 [00:16<00:52, 122.86it/s]
    Epoch 4:  81%|████████  | 27260/33666 [15:46<03:42, 28.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2011/8416 [00:16<00:52, 122.86it/s]
    Epoch 4:  81%|████████  | 27261/33666 [15:46<03:42, 28.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2012/8416 [00:16<00:52, 122.86it/s]
    Epoch 4:  81%|████████  | 27262/33666 [15:46<03:42, 28.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2013/8416 [00:16<00:52, 122.86it/s]
    Epoch 4:  81%|████████  | 27263/33666 [15:46<03:42, 28.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2014/8416 [00:16<00:52, 122.86it/s]
    Epoch 4:  81%|████████  | 27264/33666 [15:46<03:42, 28.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2015/8416 [00:16<00:52, 122.86it/s]
    Epoch 4:  81%|████████  | 27265/33666 [15:46<03:42, 28.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2016/8416 [00:16<00:52, 122.86it/s]
    Epoch 4:  81%|████████  | 27266/33666 [15:46<03:42, 28.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2017/8416 [00:16<00:52, 122.86it/s]
    Epoch 4:  81%|████████  | 27267/33666 [15:46<03:42, 28.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2018/8416 [00:16<00:52, 122.86it/s]
    Epoch 4:  81%|████████  | 27268/33666 [15:46<03:42, 28.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2019/8416 [00:16<00:52, 122.86it/s]
    Epoch 4:  81%|████████  | 27269/33666 [15:46<03:42, 28.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2020/8416 [00:16<00:52, 122.86it/s]
    Epoch 4:  81%|████████  | 27270/33666 [15:46<03:42, 28.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2021/8416 [00:16<00:52, 122.86it/s]
    Epoch 4:  81%|████████  | 27271/33666 [15:46<03:42, 28.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2022/8416 [00:16<00:52, 122.86it/s]
    Epoch 4:  81%|████████  | 27272/33666 [15:46<03:42, 28.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2023/8416 [00:16<00:52, 122.86it/s]
    Epoch 4:  81%|████████  | 27273/33666 [15:46<03:41, 28.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2024/8416 [00:16<00:52, 122.87it/s]
    Epoch 4:  81%|████████  | 27274/33666 [15:46<03:41, 28.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2025/8416 [00:16<00:52, 122.87it/s]
    Epoch 4:  81%|████████  | 27275/33666 [15:46<03:41, 28.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2026/8416 [00:16<00:52, 122.87it/s]
    Epoch 4:  81%|████████  | 27276/33666 [15:46<03:41, 28.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2027/8416 [00:16<00:51, 122.87it/s]
    Epoch 4:  81%|████████  | 27277/33666 [15:46<03:41, 28.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2028/8416 [00:16<00:51, 122.88it/s]
    Epoch 4:  81%|████████  | 27278/33666 [15:46<03:41, 28.81it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2029/8416 [00:16<00:51, 122.88it/s]
    Epoch 4:  81%|████████  | 27279/33666 [15:46<03:41, 28.81it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2030/8416 [00:16<00:51, 122.88it/s]
    Epoch 4:  81%|████████  | 27280/33666 [15:46<03:41, 28.81it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2031/8416 [00:16<00:51, 122.88it/s]
    Epoch 4:  81%|████████  | 27281/33666 [15:46<03:41, 28.81it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2032/8416 [00:16<00:51, 122.88it/s]
    Epoch 4:  81%|████████  | 27282/33666 [15:47<03:41, 28.81it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2033/8416 [00:16<00:51, 122.89it/s]
    Epoch 4:  81%|████████  | 27283/33666 [15:47<03:41, 28.81it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2034/8416 [00:16<00:51, 122.89it/s]
    Epoch 4:  81%|████████  | 27284/33666 [15:47<03:41, 28.81it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2035/8416 [00:16<00:51, 122.89it/s]
    Epoch 4:  81%|████████  | 27285/33666 [15:47<03:41, 28.81it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2036/8416 [00:16<00:51, 122.89it/s]
    Epoch 4:  81%|████████  | 27286/33666 [15:47<03:41, 28.81it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2037/8416 [00:16<00:51, 122.85it/s]
    Epoch 4:  81%|████████  | 27287/33666 [15:47<03:41, 28.81it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2038/8416 [00:16<00:51, 122.85it/s]
    Epoch 4:  81%|████████  | 27288/33666 [15:47<03:41, 28.81it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2039/8416 [00:16<00:51, 122.85it/s]
    Epoch 4:  81%|████████  | 27289/33666 [15:47<03:41, 28.81it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2040/8416 [00:16<00:51, 122.85it/s]
    Epoch 4:  81%|████████  | 27290/33666 [15:47<03:41, 28.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2041/8416 [00:16<00:51, 122.85it/s]
    Epoch 4:  81%|████████  | 27291/33666 [15:47<03:41, 28.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2042/8416 [00:16<00:51, 122.85it/s]
    Epoch 4:  81%|████████  | 27292/33666 [15:47<03:41, 28.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2043/8416 [00:16<00:51, 122.85it/s]
    Epoch 4:  81%|████████  | 27293/33666 [15:47<03:41, 28.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2044/8416 [00:16<00:51, 122.85it/s]
    Epoch 4:  81%|████████  | 27294/33666 [15:47<03:41, 28.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2045/8416 [00:16<00:51, 122.85it/s]
    Epoch 4:  81%|████████  | 27295/33666 [15:47<03:41, 28.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2046/8416 [00:16<00:51, 122.84it/s]
    Epoch 4:  81%|████████  | 27296/33666 [15:47<03:41, 28.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2047/8416 [00:16<00:51, 122.85it/s]
    Epoch 4:  81%|████████  | 27297/33666 [15:47<03:40, 28.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2048/8416 [00:16<00:51, 122.85it/s]
    Epoch 4:  81%|████████  | 27298/33666 [15:47<03:40, 28.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2049/8416 [00:16<00:51, 122.85it/s]
    Epoch 4:  81%|████████  | 27299/33666 [15:47<03:40, 28.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2050/8416 [00:16<00:51, 122.85it/s]
    Epoch 4:  81%|████████  | 27300/33666 [15:47<03:40, 28.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2051/8416 [00:16<00:51, 122.85it/s]
    Epoch 4:  81%|████████  | 27301/33666 [15:47<03:40, 28.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2052/8416 [00:16<00:51, 122.85it/s]
    Epoch 4:  81%|████████  | 27302/33666 [15:47<03:40, 28.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2053/8416 [00:16<00:51, 122.85it/s]
    Epoch 4:  81%|████████  | 27303/33666 [15:47<03:40, 28.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2054/8416 [00:16<00:51, 122.85it/s]
    Epoch 4:  81%|████████  | 27304/33666 [15:47<03:40, 28.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2055/8416 [00:16<00:51, 122.85it/s]
    Epoch 4:  81%|████████  | 27305/33666 [15:47<03:40, 28.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2056/8416 [00:16<00:51, 122.85it/s]
    Epoch 4:  81%|████████  | 27306/33666 [15:47<03:40, 28.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2057/8416 [00:16<00:51, 122.85it/s]
    Epoch 4:  81%|████████  | 27307/33666 [15:47<03:40, 28.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2058/8416 [00:16<00:51, 122.85it/s]
    Epoch 4:  81%|████████  | 27308/33666 [15:47<03:40, 28.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2059/8416 [00:16<00:51, 122.85it/s]
    Epoch 4:  81%|████████  | 27309/33666 [15:47<03:40, 28.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2060/8416 [00:16<00:51, 122.84it/s]
    Epoch 4:  81%|████████  | 27310/33666 [15:47<03:40, 28.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  24%|██▍       | 2061/8416 [00:16<00:51, 122.84it/s]
    Epoch 4:  81%|████████  | 27311/33666 [15:47<03:40, 28.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2062/8416 [00:16<00:51, 122.84it/s]
    Epoch 4:  81%|████████  | 27312/33666 [15:47<03:40, 28.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2063/8416 [00:16<00:51, 122.84it/s]
    Epoch 4:  81%|████████  | 27313/33666 [15:47<03:40, 28.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2064/8416 [00:16<00:51, 122.84it/s]
    Epoch 4:  81%|████████  | 27314/33666 [15:47<03:40, 28.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2065/8416 [00:16<00:51, 122.84it/s]
    Epoch 4:  81%|████████  | 27315/33666 [15:47<03:40, 28.84it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2066/8416 [00:16<00:51, 122.84it/s]
    Epoch 4:  81%|████████  | 27316/33666 [15:47<03:40, 28.84it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2067/8416 [00:16<00:51, 122.84it/s]
    Epoch 4:  81%|████████  | 27317/33666 [15:47<03:40, 28.84it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2068/8416 [00:16<00:51, 122.84it/s]
    Epoch 4:  81%|████████  | 27318/33666 [15:47<03:40, 28.84it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2069/8416 [00:16<00:51, 122.85it/s]
    Epoch 4:  81%|████████  | 27319/33666 [15:47<03:40, 28.84it/s, loss=3.08, v_num=0]

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    Epoch 4:  81%|████████  | 27320/33666 [15:47<03:40, 28.84it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2071/8416 [00:16<00:51, 122.85it/s]
    Epoch 4:  81%|████████  | 27321/33666 [15:47<03:40, 28.84it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2072/8416 [00:16<00:51, 122.85it/s]
    Epoch 4:  81%|████████  | 27322/33666 [15:47<03:39, 28.84it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2073/8416 [00:16<00:51, 122.86it/s]
    Epoch 4:  81%|████████  | 27323/33666 [15:47<03:39, 28.84it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2074/8416 [00:16<00:51, 122.86it/s]
    Epoch 4:  81%|████████  | 27324/33666 [15:47<03:39, 28.84it/s, loss=3.08, v_num=0]

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    Epoch 4:  81%|████████  | 27325/33666 [15:47<03:39, 28.84it/s, loss=3.08, v_num=0]

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    Epoch 4:  81%|████████  | 27326/33666 [15:47<03:39, 28.84it/s, loss=3.08, v_num=0]

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    Epoch 4:  81%|████████  | 27327/33666 [15:47<03:39, 28.85it/s, loss=3.08, v_num=0]

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    Epoch 4:  81%|████████  | 27328/33666 [15:47<03:39, 28.85it/s, loss=3.08, v_num=0]

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    Epoch 4:  81%|████████  | 27329/33666 [15:47<03:39, 28.85it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2080/8416 [00:16<00:51, 122.86it/s]
    Epoch 4:  81%|████████  | 27330/33666 [15:47<03:39, 28.85it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2081/8416 [00:16<00:51, 122.86it/s]
    Epoch 4:  81%|████████  | 27331/33666 [15:47<03:39, 28.85it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2082/8416 [00:16<00:51, 122.86it/s]
    Epoch 4:  81%|████████  | 27332/33666 [15:47<03:39, 28.85it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2083/8416 [00:16<00:51, 122.86it/s]
    Epoch 4:  81%|████████  | 27333/33666 [15:47<03:39, 28.85it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2084/8416 [00:16<00:51, 122.87it/s]
    Epoch 4:  81%|████████  | 27334/33666 [15:47<03:39, 28.85it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2085/8416 [00:16<00:51, 122.87it/s]
    Epoch 4:  81%|████████  | 27335/33666 [15:47<03:39, 28.85it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2086/8416 [00:16<00:51, 122.87it/s]
    Epoch 4:  81%|████████  | 27336/33666 [15:47<03:39, 28.85it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2087/8416 [00:16<00:51, 122.87it/s]
    Epoch 4:  81%|████████  | 27337/33666 [15:47<03:39, 28.85it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2088/8416 [00:16<00:51, 122.87it/s]
    Epoch 4:  81%|████████  | 27338/33666 [15:47<03:39, 28.85it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2089/8416 [00:17<00:51, 122.88it/s]
    Epoch 4:  81%|████████  | 27339/33666 [15:47<03:39, 28.85it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2090/8416 [00:17<00:51, 122.88it/s]
    Epoch 4:  81%|████████  | 27340/33666 [15:47<03:39, 28.86it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2091/8416 [00:17<00:51, 122.88it/s]
    Epoch 4:  81%|████████  | 27341/33666 [15:47<03:39, 28.86it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2092/8416 [00:17<00:51, 122.88it/s]
    Epoch 4:  81%|████████  | 27342/33666 [15:47<03:39, 28.86it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2093/8416 [00:17<00:51, 122.88it/s]
    Epoch 4:  81%|████████  | 27343/33666 [15:47<03:39, 28.86it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2094/8416 [00:17<00:51, 122.89it/s]
    Epoch 4:  81%|████████  | 27344/33666 [15:47<03:39, 28.86it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2095/8416 [00:17<00:51, 122.89it/s]
    Epoch 4:  81%|████████  | 27345/33666 [15:47<03:39, 28.86it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2096/8416 [00:17<00:51, 122.89it/s]
    Epoch 4:  81%|████████  | 27346/33666 [15:47<03:38, 28.86it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2097/8416 [00:17<00:51, 122.89it/s]
    Epoch 4:  81%|████████  | 27347/33666 [15:47<03:38, 28.86it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2098/8416 [00:17<00:51, 122.90it/s]
    Epoch 4:  81%|████████  | 27348/33666 [15:47<03:38, 28.86it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2099/8416 [00:17<00:51, 122.90it/s]
    Epoch 4:  81%|████████  | 27349/33666 [15:47<03:38, 28.86it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2100/8416 [00:17<00:51, 122.89it/s]
    Epoch 4:  81%|████████  | 27350/33666 [15:47<03:38, 28.86it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2101/8416 [00:17<00:51, 122.88it/s]
    Epoch 4:  81%|████████  | 27351/33666 [15:47<03:38, 28.86it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2102/8416 [00:17<00:51, 122.88it/s]
    Epoch 4:  81%|████████  | 27352/33666 [15:47<03:38, 28.87it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▍       | 2103/8416 [00:17<00:51, 122.88it/s]
    Epoch 4:  81%|████████  | 27353/33666 [15:47<03:38, 28.87it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2104/8416 [00:17<00:51, 122.88it/s]
    Epoch 4:  81%|████████▏ | 27354/33666 [15:47<03:38, 28.87it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2105/8416 [00:17<00:51, 122.88it/s]
    Epoch 4:  81%|████████▏ | 27355/33666 [15:47<03:38, 28.87it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2106/8416 [00:17<00:51, 122.88it/s]
    Epoch 4:  81%|████████▏ | 27356/33666 [15:47<03:38, 28.87it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2107/8416 [00:17<00:51, 122.89it/s]
    Epoch 4:  81%|████████▏ | 27357/33666 [15:47<03:38, 28.87it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2108/8416 [00:17<00:51, 122.89it/s]
    Epoch 4:  81%|████████▏ | 27358/33666 [15:47<03:38, 28.87it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2109/8416 [00:17<00:51, 122.89it/s]
    Epoch 4:  81%|████████▏ | 27359/33666 [15:47<03:38, 28.87it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2110/8416 [00:17<00:51, 122.88it/s]
    Epoch 4:  81%|████████▏ | 27360/33666 [15:47<03:38, 28.87it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2111/8416 [00:17<00:51, 122.87it/s]
    Epoch 4:  81%|████████▏ | 27361/33666 [15:47<03:38, 28.87it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2112/8416 [00:17<00:51, 122.87it/s]
    Epoch 4:  81%|████████▏ | 27362/33666 [15:47<03:38, 28.87it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2113/8416 [00:17<00:51, 122.87it/s]
    Epoch 4:  81%|████████▏ | 27363/33666 [15:47<03:38, 28.87it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2114/8416 [00:17<00:51, 122.87it/s]
    Epoch 4:  81%|████████▏ | 27364/33666 [15:47<03:38, 28.87it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2115/8416 [00:17<00:51, 122.87it/s]
    Epoch 4:  81%|████████▏ | 27365/33666 [15:47<03:38, 28.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2116/8416 [00:17<00:51, 122.87it/s]
    Epoch 4:  81%|████████▏ | 27366/33666 [15:47<03:38, 28.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2117/8416 [00:17<00:51, 122.87it/s]
    Epoch 4:  81%|████████▏ | 27367/33666 [15:47<03:38, 28.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2118/8416 [00:17<00:51, 122.87it/s]
    Epoch 4:  81%|████████▏ | 27368/33666 [15:47<03:38, 28.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2119/8416 [00:17<00:51, 122.87it/s]
    Epoch 4:  81%|████████▏ | 27369/33666 [15:47<03:38, 28.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2120/8416 [00:17<00:51, 122.87it/s]
    Epoch 4:  81%|████████▏ | 27370/33666 [15:47<03:38, 28.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2121/8416 [00:17<00:51, 122.87it/s]
    Epoch 4:  81%|████████▏ | 27371/33666 [15:47<03:37, 28.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2122/8416 [00:17<00:51, 122.87it/s]
    Epoch 4:  81%|████████▏ | 27372/33666 [15:47<03:37, 28.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2123/8416 [00:17<00:51, 122.88it/s]
    Epoch 4:  81%|████████▏ | 27373/33666 [15:47<03:37, 28.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2124/8416 [00:17<00:51, 122.88it/s]
    Epoch 4:  81%|████████▏ | 27374/33666 [15:47<03:37, 28.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2125/8416 [00:17<00:51, 122.88it/s]
    Epoch 4:  81%|████████▏ | 27375/33666 [15:47<03:37, 28.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2126/8416 [00:17<00:51, 122.88it/s]
    Epoch 4:  81%|████████▏ | 27376/33666 [15:47<03:37, 28.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2127/8416 [00:17<00:51, 122.88it/s]
    Epoch 4:  81%|████████▏ | 27377/33666 [15:47<03:37, 28.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2128/8416 [00:17<00:51, 122.87it/s]
    Epoch 4:  81%|████████▏ | 27378/33666 [15:47<03:37, 28.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2129/8416 [00:17<00:51, 122.87it/s]
    Epoch 4:  81%|████████▏ | 27379/33666 [15:47<03:37, 28.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2130/8416 [00:17<00:51, 122.87it/s]
    Epoch 4:  81%|████████▏ | 27380/33666 [15:47<03:37, 28.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2131/8416 [00:17<00:51, 122.87it/s]
    Epoch 4:  81%|████████▏ | 27381/33666 [15:47<03:37, 28.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2132/8416 [00:17<00:51, 122.88it/s]
    Epoch 4:  81%|████████▏ | 27382/33666 [15:47<03:37, 28.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2133/8416 [00:17<00:51, 122.88it/s]
    Epoch 4:  81%|████████▏ | 27383/33666 [15:47<03:37, 28.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2134/8416 [00:17<00:51, 122.88it/s]
    Epoch 4:  81%|████████▏ | 27384/33666 [15:47<03:37, 28.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2135/8416 [00:17<00:51, 122.87it/s]
    Epoch 4:  81%|████████▏ | 27385/33666 [15:47<03:37, 28.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2136/8416 [00:17<00:51, 122.87it/s]
    Epoch 4:  81%|████████▏ | 27386/33666 [15:47<03:37, 28.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2137/8416 [00:17<00:51, 122.87it/s]
    Epoch 4:  81%|████████▏ | 27387/33666 [15:47<03:37, 28.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2138/8416 [00:17<00:51, 122.87it/s]
    Epoch 4:  81%|████████▏ | 27388/33666 [15:47<03:37, 28.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2139/8416 [00:17<00:51, 122.87it/s]
    Epoch 4:  81%|████████▏ | 27389/33666 [15:47<03:37, 28.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2140/8416 [00:17<00:51, 122.87it/s]
    Epoch 4:  81%|████████▏ | 27390/33666 [15:47<03:37, 28.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2141/8416 [00:17<00:51, 122.87it/s]
    Epoch 4:  81%|████████▏ | 27391/33666 [15:47<03:37, 28.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2142/8416 [00:17<00:51, 122.87it/s]
    Epoch 4:  81%|████████▏ | 27392/33666 [15:47<03:37, 28.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2143/8416 [00:17<00:51, 122.87it/s]
    Epoch 4:  81%|████████▏ | 27393/33666 [15:47<03:37, 28.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2144/8416 [00:17<00:51, 122.87it/s]
    Epoch 4:  81%|████████▏ | 27394/33666 [15:47<03:37, 28.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2145/8416 [00:17<00:51, 122.87it/s]
    Epoch 4:  81%|████████▏ | 27395/33666 [15:47<03:36, 28.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  25%|██▌       | 2146/8416 [00:17<00:51, 122.87it/s]
    Epoch 4:  81%|████████▏ | 27396/33666 [15:47<03:36, 28.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2147/8416 [00:17<00:51, 122.87it/s]
    Epoch 4:  81%|████████▏ | 27397/33666 [15:47<03:36, 28.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2148/8416 [00:17<00:51, 122.87it/s]
    Epoch 4:  81%|████████▏ | 27398/33666 [15:47<03:36, 28.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2149/8416 [00:17<00:51, 122.87it/s]
    Epoch 4:  81%|████████▏ | 27399/33666 [15:47<03:36, 28.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2150/8416 [00:17<00:50, 122.87it/s]
    Epoch 4:  81%|████████▏ | 27400/33666 [15:47<03:36, 28.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2151/8416 [00:17<00:50, 122.87it/s]
    Epoch 4:  81%|████████▏ | 27401/33666 [15:47<03:36, 28.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2152/8416 [00:17<00:50, 122.87it/s]
    Epoch 4:  81%|████████▏ | 27402/33666 [15:47<03:36, 28.91it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2153/8416 [00:17<00:50, 122.87it/s]
    Epoch 4:  81%|████████▏ | 27403/33666 [15:47<03:36, 28.91it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2154/8416 [00:17<00:50, 122.86it/s]
    Epoch 4:  81%|████████▏ | 27404/33666 [15:47<03:36, 28.91it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2155/8416 [00:17<00:50, 122.86it/s]
    Epoch 4:  81%|████████▏ | 27405/33666 [15:48<03:36, 28.91it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2156/8416 [00:17<00:50, 122.86it/s]
    Epoch 4:  81%|████████▏ | 27406/33666 [15:48<03:36, 28.91it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2157/8416 [00:17<00:50, 122.86it/s]
    Epoch 4:  81%|████████▏ | 27407/33666 [15:48<03:36, 28.91it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2158/8416 [00:17<00:50, 122.86it/s]
    Epoch 4:  81%|████████▏ | 27408/33666 [15:48<03:36, 28.91it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2159/8416 [00:17<00:50, 122.86it/s]
    Epoch 4:  81%|████████▏ | 27409/33666 [15:48<03:36, 28.91it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2160/8416 [00:17<00:50, 122.86it/s]
    Epoch 4:  81%|████████▏ | 27410/33666 [15:48<03:36, 28.91it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2161/8416 [00:17<00:50, 122.86it/s]
    Epoch 4:  81%|████████▏ | 27411/33666 [15:48<03:36, 28.91it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2162/8416 [00:17<00:50, 122.86it/s]
    Epoch 4:  81%|████████▏ | 27412/33666 [15:48<03:36, 28.91it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2163/8416 [00:17<00:50, 122.86it/s]
    Epoch 4:  81%|████████▏ | 27413/33666 [15:48<03:36, 28.91it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2164/8416 [00:17<00:50, 122.86it/s]
    Epoch 4:  81%|████████▏ | 27414/33666 [15:48<03:36, 28.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2165/8416 [00:17<00:50, 122.86it/s]
    Epoch 4:  81%|████████▏ | 27415/33666 [15:48<03:36, 28.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2166/8416 [00:17<00:50, 122.86it/s]
    Epoch 4:  81%|████████▏ | 27416/33666 [15:48<03:36, 28.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2167/8416 [00:17<00:50, 122.86it/s]
    Epoch 4:  81%|████████▏ | 27417/33666 [15:48<03:36, 28.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2168/8416 [00:17<00:50, 122.86it/s]
    Epoch 4:  81%|████████▏ | 27418/33666 [15:48<03:36, 28.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2169/8416 [00:17<00:50, 122.86it/s]
    Epoch 4:  81%|████████▏ | 27419/33666 [15:48<03:36, 28.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2170/8416 [00:17<00:50, 122.86it/s]
    Epoch 4:  81%|████████▏ | 27420/33666 [15:48<03:35, 28.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2171/8416 [00:17<00:50, 122.87it/s]
    Epoch 4:  81%|████████▏ | 27421/33666 [15:48<03:35, 28.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2172/8416 [00:17<00:50, 122.87it/s]
    Epoch 4:  81%|████████▏ | 27422/33666 [15:48<03:35, 28.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2173/8416 [00:17<00:50, 122.87it/s]
    Epoch 4:  81%|████████▏ | 27423/33666 [15:48<03:35, 28.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2174/8416 [00:17<00:50, 122.87it/s]
    Epoch 4:  81%|████████▏ | 27424/33666 [15:48<03:35, 28.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2175/8416 [00:17<00:50, 122.87it/s]
    Epoch 4:  81%|████████▏ | 27425/33666 [15:48<03:35, 28.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2176/8416 [00:17<00:50, 122.87it/s]
    Epoch 4:  81%|████████▏ | 27426/33666 [15:48<03:35, 28.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2177/8416 [00:17<00:50, 122.87it/s]
    Epoch 4:  81%|████████▏ | 27427/33666 [15:48<03:35, 28.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2178/8416 [00:17<00:50, 122.87it/s]
    Epoch 4:  81%|████████▏ | 27428/33666 [15:48<03:35, 28.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2179/8416 [00:17<00:50, 122.88it/s]
    Epoch 4:  81%|████████▏ | 27429/33666 [15:48<03:35, 28.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2180/8416 [00:17<00:50, 122.88it/s]
    Epoch 4:  81%|████████▏ | 27430/33666 [15:48<03:35, 28.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2181/8416 [00:17<00:50, 122.88it/s]
    Epoch 4:  81%|████████▏ | 27431/33666 [15:48<03:35, 28.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2182/8416 [00:17<00:50, 122.88it/s]
    Epoch 4:  81%|████████▏ | 27432/33666 [15:48<03:35, 28.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2183/8416 [00:17<00:50, 122.89it/s]
    Epoch 4:  81%|████████▏ | 27433/33666 [15:48<03:35, 28.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2184/8416 [00:17<00:50, 122.89it/s]
    Epoch 4:  81%|████████▏ | 27434/33666 [15:48<03:35, 28.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2185/8416 [00:17<00:50, 122.89it/s]
    Epoch 4:  81%|████████▏ | 27435/33666 [15:48<03:35, 28.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2186/8416 [00:17<00:50, 122.89it/s]
    Epoch 4:  81%|████████▏ | 27436/33666 [15:48<03:35, 28.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2187/8416 [00:17<00:50, 122.89it/s]
    Epoch 4:  81%|████████▏ | 27437/33666 [15:48<03:35, 28.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2188/8416 [00:17<00:50, 122.90it/s]
    Epoch 4:  82%|████████▏ | 27438/33666 [15:48<03:35, 28.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2189/8416 [00:17<00:50, 122.90it/s]
    Epoch 4:  82%|████████▏ | 27439/33666 [15:48<03:35, 28.94it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2190/8416 [00:17<00:50, 122.90it/s]
    Epoch 4:  82%|████████▏ | 27440/33666 [15:48<03:35, 28.94it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2191/8416 [00:17<00:50, 122.90it/s]
    Epoch 4:  82%|████████▏ | 27441/33666 [15:48<03:35, 28.94it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2192/8416 [00:17<00:50, 122.91it/s]
    Epoch 4:  82%|████████▏ | 27442/33666 [15:48<03:35, 28.94it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2193/8416 [00:17<00:50, 122.91it/s]
    Epoch 4:  82%|████████▏ | 27443/33666 [15:48<03:35, 28.94it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2194/8416 [00:17<00:50, 122.91it/s]
    Epoch 4:  82%|████████▏ | 27444/33666 [15:48<03:34, 28.94it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2195/8416 [00:17<00:50, 122.91it/s]
    Epoch 4:  82%|████████▏ | 27445/33666 [15:48<03:34, 28.94it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2196/8416 [00:17<00:50, 122.91it/s]
    Epoch 4:  82%|████████▏ | 27446/33666 [15:48<03:34, 28.94it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2197/8416 [00:17<00:50, 122.92it/s]
    Epoch 4:  82%|████████▏ | 27447/33666 [15:48<03:34, 28.94it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2198/8416 [00:17<00:50, 122.92it/s]
    Epoch 4:  82%|████████▏ | 27448/33666 [15:48<03:34, 28.94it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2199/8416 [00:17<00:50, 122.92it/s]
    Epoch 4:  82%|████████▏ | 27449/33666 [15:48<03:34, 28.94it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2200/8416 [00:17<00:50, 122.92it/s]
    Epoch 4:  82%|████████▏ | 27450/33666 [15:48<03:34, 28.94it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2201/8416 [00:17<00:50, 122.93it/s]
    Epoch 4:  82%|████████▏ | 27451/33666 [15:48<03:34, 28.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2202/8416 [00:17<00:50, 122.93it/s]
    Epoch 4:  82%|████████▏ | 27452/33666 [15:48<03:34, 28.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2203/8416 [00:17<00:50, 122.93it/s]
    Epoch 4:  82%|████████▏ | 27453/33666 [15:48<03:34, 28.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2204/8416 [00:17<00:50, 122.93it/s]
    Epoch 4:  82%|████████▏ | 27454/33666 [15:48<03:34, 28.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2205/8416 [00:17<00:50, 122.93it/s]
    Epoch 4:  82%|████████▏ | 27455/33666 [15:48<03:34, 28.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2206/8416 [00:17<00:50, 122.94it/s]
    Epoch 4:  82%|████████▏ | 27456/33666 [15:48<03:34, 28.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2207/8416 [00:17<00:50, 122.94it/s]
    Epoch 4:  82%|████████▏ | 27457/33666 [15:48<03:34, 28.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2208/8416 [00:17<00:50, 122.94it/s]
    Epoch 4:  82%|████████▏ | 27458/33666 [15:48<03:34, 28.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▌       | 2209/8416 [00:17<00:50, 122.94it/s]
    Epoch 4:  82%|████████▏ | 27459/33666 [15:48<03:34, 28.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2210/8416 [00:17<00:50, 122.94it/s]
    Epoch 4:  82%|████████▏ | 27460/33666 [15:48<03:34, 28.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2211/8416 [00:17<00:50, 122.95it/s]
    Epoch 4:  82%|████████▏ | 27461/33666 [15:48<03:34, 28.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2212/8416 [00:17<00:50, 122.95it/s]
    Epoch 4:  82%|████████▏ | 27462/33666 [15:48<03:34, 28.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2213/8416 [00:17<00:50, 122.95it/s]
    Epoch 4:  82%|████████▏ | 27463/33666 [15:48<03:34, 28.96it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2214/8416 [00:18<00:50, 122.95it/s]
    Epoch 4:  82%|████████▏ | 27464/33666 [15:48<03:34, 28.96it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2215/8416 [00:18<00:50, 122.95it/s]
    Epoch 4:  82%|████████▏ | 27465/33666 [15:48<03:34, 28.96it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2216/8416 [00:18<00:50, 122.95it/s]
    Epoch 4:  82%|████████▏ | 27466/33666 [15:48<03:34, 28.96it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2217/8416 [00:18<00:50, 122.96it/s]
    Epoch 4:  82%|████████▏ | 27467/33666 [15:48<03:34, 28.96it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2218/8416 [00:18<00:50, 122.96it/s]
    Epoch 4:  82%|████████▏ | 27468/33666 [15:48<03:34, 28.96it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2219/8416 [00:18<00:50, 122.96it/s]
    Epoch 4:  82%|████████▏ | 27469/33666 [15:48<03:33, 28.96it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2220/8416 [00:18<00:50, 122.96it/s]
    Epoch 4:  82%|████████▏ | 27470/33666 [15:48<03:33, 28.96it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2221/8416 [00:18<00:50, 122.97it/s]
    Epoch 4:  82%|████████▏ | 27471/33666 [15:48<03:33, 28.96it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2222/8416 [00:18<00:50, 122.97it/s]
    Epoch 4:  82%|████████▏ | 27472/33666 [15:48<03:33, 28.96it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2223/8416 [00:18<00:50, 122.97it/s]
    Epoch 4:  82%|████████▏ | 27473/33666 [15:48<03:33, 28.96it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2224/8416 [00:18<00:50, 122.97it/s]
    Epoch 4:  82%|████████▏ | 27474/33666 [15:48<03:33, 28.96it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2225/8416 [00:18<00:50, 122.97it/s]
    Epoch 4:  82%|████████▏ | 27475/33666 [15:48<03:33, 28.96it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2226/8416 [00:18<00:50, 122.97it/s]
    Epoch 4:  82%|████████▏ | 27476/33666 [15:48<03:33, 28.97it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2227/8416 [00:18<00:50, 122.98it/s]
    Epoch 4:  82%|████████▏ | 27477/33666 [15:48<03:33, 28.97it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2228/8416 [00:18<00:50, 122.98it/s]
    Epoch 4:  82%|████████▏ | 27478/33666 [15:48<03:33, 28.97it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2229/8416 [00:18<00:50, 122.98it/s]
    Epoch 4:  82%|████████▏ | 27479/33666 [15:48<03:33, 28.97it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  26%|██▋       | 2230/8416 [00:18<00:50, 122.98it/s]
    Epoch 4:  82%|████████▏ | 27480/33666 [15:48<03:33, 28.97it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2231/8416 [00:18<00:50, 122.98it/s]
    Epoch 4:  82%|████████▏ | 27481/33666 [15:48<03:33, 28.97it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2232/8416 [00:18<00:50, 122.99it/s]
    Epoch 4:  82%|████████▏ | 27482/33666 [15:48<03:33, 28.97it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2233/8416 [00:18<00:50, 122.99it/s]
    Epoch 4:  82%|████████▏ | 27483/33666 [15:48<03:33, 28.97it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2234/8416 [00:18<00:50, 122.99it/s]
    Epoch 4:  82%|████████▏ | 27484/33666 [15:48<03:33, 28.97it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2235/8416 [00:18<00:50, 122.99it/s]
    Epoch 4:  82%|████████▏ | 27485/33666 [15:48<03:33, 28.97it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2236/8416 [00:18<00:50, 122.99it/s]
    Epoch 4:  82%|████████▏ | 27486/33666 [15:48<03:33, 28.97it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2237/8416 [00:18<00:50, 122.99it/s]
    Epoch 4:  82%|████████▏ | 27487/33666 [15:48<03:33, 28.97it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2238/8416 [00:18<00:50, 122.99it/s]
    Epoch 4:  82%|████████▏ | 27488/33666 [15:48<03:33, 28.98it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2239/8416 [00:18<00:50, 122.99it/s]
    Epoch 4:  82%|████████▏ | 27489/33666 [15:48<03:33, 28.98it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2240/8416 [00:18<00:50, 122.99it/s]
    Epoch 4:  82%|████████▏ | 27490/33666 [15:48<03:33, 28.98it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2241/8416 [00:18<00:50, 122.99it/s]
    Epoch 4:  82%|████████▏ | 27491/33666 [15:48<03:33, 28.98it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2242/8416 [00:18<00:50, 122.99it/s]
    Epoch 4:  82%|████████▏ | 27492/33666 [15:48<03:33, 28.98it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2243/8416 [00:18<00:50, 122.99it/s]
    Epoch 4:  82%|████████▏ | 27493/33666 [15:48<03:33, 28.98it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2244/8416 [00:18<00:50, 122.99it/s]
    Epoch 4:  82%|████████▏ | 27494/33666 [15:48<03:32, 28.98it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2245/8416 [00:18<00:50, 122.99it/s]
    Epoch 4:  82%|████████▏ | 27495/33666 [15:48<03:32, 28.98it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2246/8416 [00:18<00:50, 122.99it/s]
    Epoch 4:  82%|████████▏ | 27496/33666 [15:48<03:32, 28.98it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2247/8416 [00:18<00:50, 122.99it/s]
    Epoch 4:  82%|████████▏ | 27497/33666 [15:48<03:32, 28.98it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2248/8416 [00:18<00:50, 122.99it/s]
    Epoch 4:  82%|████████▏ | 27498/33666 [15:48<03:32, 28.98it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2249/8416 [00:18<00:50, 122.99it/s]
    Epoch 4:  82%|████████▏ | 27499/33666 [15:48<03:32, 28.98it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2250/8416 [00:18<00:50, 122.99it/s]
    Epoch 4:  82%|████████▏ | 27500/33666 [15:48<03:32, 28.99it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2251/8416 [00:18<00:50, 123.00it/s]
    Epoch 4:  82%|████████▏ | 27501/33666 [15:48<03:32, 28.99it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2252/8416 [00:18<00:50, 123.00it/s]
    Epoch 4:  82%|████████▏ | 27502/33666 [15:48<03:32, 28.99it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2253/8416 [00:18<00:50, 123.00it/s]
    Epoch 4:  82%|████████▏ | 27503/33666 [15:48<03:32, 28.99it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2254/8416 [00:18<00:50, 123.00it/s]
    Epoch 4:  82%|████████▏ | 27504/33666 [15:48<03:32, 28.99it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2255/8416 [00:18<00:50, 123.00it/s]
    Epoch 4:  82%|████████▏ | 27505/33666 [15:48<03:32, 28.99it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2256/8416 [00:18<00:50, 123.01it/s]
    Epoch 4:  82%|████████▏ | 27506/33666 [15:48<03:32, 28.99it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2257/8416 [00:18<00:50, 123.01it/s]
    Epoch 4:  82%|████████▏ | 27507/33666 [15:48<03:32, 28.99it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2258/8416 [00:18<00:50, 123.01it/s]
    Epoch 4:  82%|████████▏ | 27508/33666 [15:48<03:32, 28.99it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2259/8416 [00:18<00:50, 123.01it/s]
    Epoch 4:  82%|████████▏ | 27509/33666 [15:48<03:32, 28.99it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2260/8416 [00:18<00:50, 123.01it/s]
    Epoch 4:  82%|████████▏ | 27510/33666 [15:48<03:32, 28.99it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2261/8416 [00:18<00:50, 123.01it/s]
    Epoch 4:  82%|████████▏ | 27511/33666 [15:48<03:32, 28.99it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2262/8416 [00:18<00:50, 123.01it/s]
    Epoch 4:  82%|████████▏ | 27512/33666 [15:48<03:32, 28.99it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2263/8416 [00:18<00:50, 123.01it/s]
    Epoch 4:  82%|████████▏ | 27513/33666 [15:48<03:32, 29.00it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2264/8416 [00:18<00:50, 123.01it/s]
    Epoch 4:  82%|████████▏ | 27514/33666 [15:48<03:32, 29.00it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2265/8416 [00:18<00:50, 123.01it/s]
    Epoch 4:  82%|████████▏ | 27515/33666 [15:48<03:32, 29.00it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2266/8416 [00:18<00:49, 123.01it/s]
    Epoch 4:  82%|████████▏ | 27516/33666 [15:48<03:32, 29.00it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2267/8416 [00:18<00:49, 123.01it/s]
    Epoch 4:  82%|████████▏ | 27517/33666 [15:48<03:32, 29.00it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2268/8416 [00:18<00:49, 123.01it/s]
    Epoch 4:  82%|████████▏ | 27518/33666 [15:48<03:32, 29.00it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2269/8416 [00:18<00:49, 123.01it/s]
    Epoch 4:  82%|████████▏ | 27519/33666 [15:48<03:31, 29.00it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2270/8416 [00:18<00:49, 123.01it/s]
    Epoch 4:  82%|████████▏ | 27520/33666 [15:48<03:31, 29.00it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2271/8416 [00:18<00:49, 123.01it/s]
    Epoch 4:  82%|████████▏ | 27521/33666 [15:48<03:31, 29.00it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2272/8416 [00:18<00:49, 123.01it/s]
    Epoch 4:  82%|████████▏ | 27522/33666 [15:48<03:31, 29.00it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2273/8416 [00:18<00:49, 122.99it/s]
    Epoch 4:  82%|████████▏ | 27523/33666 [15:48<03:31, 29.00it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2274/8416 [00:18<00:49, 122.99it/s]
    Epoch 4:  82%|████████▏ | 27524/33666 [15:48<03:31, 29.00it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2275/8416 [00:18<00:49, 122.99it/s]
    Epoch 4:  82%|████████▏ | 27525/33666 [15:48<03:31, 29.01it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2276/8416 [00:18<00:49, 122.99it/s]
    Epoch 4:  82%|████████▏ | 27526/33666 [15:48<03:31, 29.01it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2277/8416 [00:18<00:49, 122.99it/s]
    Epoch 4:  82%|████████▏ | 27527/33666 [15:48<03:31, 29.01it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2278/8416 [00:18<00:49, 122.99it/s]
    Epoch 4:  82%|████████▏ | 27528/33666 [15:48<03:31, 29.01it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2279/8416 [00:18<00:49, 122.99it/s]
    Epoch 4:  82%|████████▏ | 27529/33666 [15:48<03:31, 29.01it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2280/8416 [00:18<00:49, 122.99it/s]
    Epoch 4:  82%|████████▏ | 27530/33666 [15:49<03:31, 29.01it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2281/8416 [00:18<00:49, 123.00it/s]
    Epoch 4:  82%|████████▏ | 27531/33666 [15:49<03:31, 29.01it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2282/8416 [00:18<00:49, 123.00it/s]
    Epoch 4:  82%|████████▏ | 27532/33666 [15:49<03:31, 29.01it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2283/8416 [00:18<00:49, 122.99it/s]
    Epoch 4:  82%|████████▏ | 27533/33666 [15:49<03:31, 29.01it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2284/8416 [00:18<00:49, 122.99it/s]
    Epoch 4:  82%|████████▏ | 27534/33666 [15:49<03:31, 29.01it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2285/8416 [00:18<00:49, 122.99it/s]
    Epoch 4:  82%|████████▏ | 27535/33666 [15:49<03:31, 29.01it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2286/8416 [00:18<00:49, 122.99it/s]
    Epoch 4:  82%|████████▏ | 27536/33666 [15:49<03:31, 29.01it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2287/8416 [00:18<00:49, 122.99it/s]
    Epoch 4:  82%|████████▏ | 27537/33666 [15:49<03:31, 29.01it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2288/8416 [00:18<00:49, 122.99it/s]
    Epoch 4:  82%|████████▏ | 27538/33666 [15:49<03:31, 29.02it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2289/8416 [00:18<00:49, 122.99it/s]
    Epoch 4:  82%|████████▏ | 27539/33666 [15:49<03:31, 29.02it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2290/8416 [00:18<00:49, 123.00it/s]
    Epoch 4:  82%|████████▏ | 27540/33666 [15:49<03:31, 29.02it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2291/8416 [00:18<00:49, 123.00it/s]
    Epoch 4:  82%|████████▏ | 27541/33666 [15:49<03:31, 29.02it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2292/8416 [00:18<00:49, 122.97it/s]
    Epoch 4:  82%|████████▏ | 27542/33666 [15:49<03:31, 29.02it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2293/8416 [00:18<00:49, 122.97it/s]
    Epoch 4:  82%|████████▏ | 27543/33666 [15:49<03:30, 29.02it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2294/8416 [00:18<00:49, 122.97it/s]
    Epoch 4:  82%|████████▏ | 27544/33666 [15:49<03:30, 29.02it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2295/8416 [00:18<00:49, 122.97it/s]
    Epoch 4:  82%|████████▏ | 27545/33666 [15:49<03:30, 29.02it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2296/8416 [00:18<00:49, 122.98it/s]
    Epoch 4:  82%|████████▏ | 27546/33666 [15:49<03:30, 29.02it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2297/8416 [00:18<00:49, 122.98it/s]
    Epoch 4:  82%|████████▏ | 27547/33666 [15:49<03:30, 29.02it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2298/8416 [00:18<00:49, 122.98it/s]
    Epoch 4:  82%|████████▏ | 27548/33666 [15:49<03:30, 29.02it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2299/8416 [00:18<00:49, 122.98it/s]
    Epoch 4:  82%|████████▏ | 27549/33666 [15:49<03:30, 29.02it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2300/8416 [00:18<00:49, 122.98it/s]
    Epoch 4:  82%|████████▏ | 27550/33666 [15:49<03:30, 29.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2301/8416 [00:18<00:49, 122.98it/s]
    Epoch 4:  82%|████████▏ | 27551/33666 [15:49<03:30, 29.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2302/8416 [00:18<00:49, 122.98it/s]
    Epoch 4:  82%|████████▏ | 27552/33666 [15:49<03:30, 29.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2303/8416 [00:18<00:49, 122.97it/s]
    Epoch 4:  82%|████████▏ | 27553/33666 [15:49<03:30, 29.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2304/8416 [00:18<00:49, 122.98it/s]
    Epoch 4:  82%|████████▏ | 27554/33666 [15:49<03:30, 29.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2305/8416 [00:18<00:49, 122.98it/s]
    Epoch 4:  82%|████████▏ | 27555/33666 [15:49<03:30, 29.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2306/8416 [00:18<00:49, 122.98it/s]
    Epoch 4:  82%|████████▏ | 27556/33666 [15:49<03:30, 29.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2307/8416 [00:18<00:49, 122.98it/s]
    Epoch 4:  82%|████████▏ | 27557/33666 [15:49<03:30, 29.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2308/8416 [00:18<00:49, 122.98it/s]
    Epoch 4:  82%|████████▏ | 27558/33666 [15:49<03:30, 29.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2309/8416 [00:18<00:49, 122.98it/s]
    Epoch 4:  82%|████████▏ | 27559/33666 [15:49<03:30, 29.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2310/8416 [00:18<00:49, 122.98it/s]
    Epoch 4:  82%|████████▏ | 27560/33666 [15:49<03:30, 29.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2311/8416 [00:18<00:49, 122.99it/s]
    Epoch 4:  82%|████████▏ | 27561/33666 [15:49<03:30, 29.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2312/8416 [00:18<00:49, 122.99it/s]
    Epoch 4:  82%|████████▏ | 27562/33666 [15:49<03:30, 29.04it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2313/8416 [00:18<00:49, 122.99it/s]
    Epoch 4:  82%|████████▏ | 27563/33666 [15:49<03:30, 29.04it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  27%|██▋       | 2314/8416 [00:18<00:49, 122.99it/s]
    Epoch 4:  82%|████████▏ | 27564/33666 [15:49<03:30, 29.04it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2315/8416 [00:18<00:49, 123.00it/s]
    Epoch 4:  82%|████████▏ | 27565/33666 [15:49<03:30, 29.04it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2316/8416 [00:18<00:49, 123.00it/s]
    Epoch 4:  82%|████████▏ | 27566/33666 [15:49<03:30, 29.04it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2317/8416 [00:18<00:49, 123.00it/s]
    Epoch 4:  82%|████████▏ | 27567/33666 [15:49<03:30, 29.04it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2318/8416 [00:18<00:49, 123.00it/s]
    Epoch 4:  82%|████████▏ | 27568/33666 [15:49<03:29, 29.04it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2319/8416 [00:18<00:49, 123.00it/s]
    Epoch 4:  82%|████████▏ | 27569/33666 [15:49<03:29, 29.04it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2320/8416 [00:18<00:49, 123.00it/s]
    Epoch 4:  82%|████████▏ | 27570/33666 [15:49<03:29, 29.04it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2321/8416 [00:18<00:49, 123.00it/s]
    Epoch 4:  82%|████████▏ | 27571/33666 [15:49<03:29, 29.04it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2322/8416 [00:18<00:49, 123.00it/s]
    Epoch 4:  82%|████████▏ | 27572/33666 [15:49<03:29, 29.04it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2323/8416 [00:18<00:49, 123.00it/s]
    Epoch 4:  82%|████████▏ | 27573/33666 [15:49<03:29, 29.04it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2324/8416 [00:18<00:49, 123.00it/s]
    Epoch 4:  82%|████████▏ | 27574/33666 [15:49<03:29, 29.04it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2325/8416 [00:18<00:49, 123.00it/s]
    Epoch 4:  82%|████████▏ | 27575/33666 [15:49<03:29, 29.05it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2326/8416 [00:18<00:49, 123.00it/s]
    Epoch 4:  82%|████████▏ | 27576/33666 [15:49<03:29, 29.05it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2327/8416 [00:18<00:49, 123.01it/s]
    Epoch 4:  82%|████████▏ | 27577/33666 [15:49<03:29, 29.05it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2328/8416 [00:18<00:49, 123.01it/s]
    Epoch 4:  82%|████████▏ | 27578/33666 [15:49<03:29, 29.05it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2329/8416 [00:18<00:49, 123.01it/s]
    Epoch 4:  82%|████████▏ | 27579/33666 [15:49<03:29, 29.05it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2330/8416 [00:18<00:49, 123.01it/s]
    Epoch 4:  82%|████████▏ | 27580/33666 [15:49<03:29, 29.05it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2331/8416 [00:18<00:49, 123.01it/s]
    Epoch 4:  82%|████████▏ | 27581/33666 [15:49<03:29, 29.05it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2332/8416 [00:18<00:49, 123.02it/s]
    Epoch 4:  82%|████████▏ | 27582/33666 [15:49<03:29, 29.05it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2333/8416 [00:18<00:49, 123.02it/s]
    Epoch 4:  82%|████████▏ | 27583/33666 [15:49<03:29, 29.05it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2334/8416 [00:18<00:49, 123.02it/s]
    Epoch 4:  82%|████████▏ | 27584/33666 [15:49<03:29, 29.05it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2335/8416 [00:18<00:49, 123.02it/s]
    Epoch 4:  82%|████████▏ | 27585/33666 [15:49<03:29, 29.05it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2336/8416 [00:18<00:49, 123.02it/s]
    Epoch 4:  82%|████████▏ | 27586/33666 [15:49<03:29, 29.05it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2337/8416 [00:18<00:49, 123.03it/s]
    Epoch 4:  82%|████████▏ | 27587/33666 [15:49<03:29, 29.06it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2338/8416 [00:19<00:49, 123.02it/s]
    Epoch 4:  82%|████████▏ | 27588/33666 [15:49<03:29, 29.06it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2339/8416 [00:19<00:49, 123.02it/s]
    Epoch 4:  82%|████████▏ | 27589/33666 [15:49<03:29, 29.06it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2340/8416 [00:19<00:49, 123.02it/s]
    Epoch 4:  82%|████████▏ | 27590/33666 [15:49<03:29, 29.06it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2341/8416 [00:19<00:49, 123.02it/s]
    Epoch 4:  82%|████████▏ | 27591/33666 [15:49<03:29, 29.06it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2342/8416 [00:19<00:49, 123.02it/s]
    Epoch 4:  82%|████████▏ | 27592/33666 [15:49<03:29, 29.06it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2343/8416 [00:19<00:49, 123.02it/s]
    Epoch 4:  82%|████████▏ | 27593/33666 [15:49<03:28, 29.06it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2344/8416 [00:19<00:49, 123.02it/s]
    Epoch 4:  82%|████████▏ | 27594/33666 [15:49<03:28, 29.06it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2345/8416 [00:19<00:49, 123.03it/s]
    Epoch 4:  82%|████████▏ | 27595/33666 [15:49<03:28, 29.06it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2346/8416 [00:19<00:49, 123.03it/s]
    Epoch 4:  82%|████████▏ | 27596/33666 [15:49<03:28, 29.06it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2347/8416 [00:19<00:49, 123.03it/s]
    Epoch 4:  82%|████████▏ | 27597/33666 [15:49<03:28, 29.06it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2348/8416 [00:19<00:49, 123.03it/s]
    Epoch 4:  82%|████████▏ | 27598/33666 [15:49<03:28, 29.06it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2349/8416 [00:19<00:49, 123.03it/s]
    Epoch 4:  82%|████████▏ | 27599/33666 [15:49<03:28, 29.07it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2350/8416 [00:19<00:49, 123.03it/s]
    Epoch 4:  82%|████████▏ | 27600/33666 [15:49<03:28, 29.07it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2351/8416 [00:19<00:49, 123.04it/s]
    Epoch 4:  82%|████████▏ | 27601/33666 [15:49<03:28, 29.07it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2352/8416 [00:19<00:49, 123.04it/s]
    Epoch 4:  82%|████████▏ | 27602/33666 [15:49<03:28, 29.07it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2353/8416 [00:19<00:49, 123.04it/s]
    Epoch 4:  82%|████████▏ | 27603/33666 [15:49<03:28, 29.07it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2354/8416 [00:19<00:49, 123.04it/s]
    Epoch 4:  82%|████████▏ | 27604/33666 [15:49<03:28, 29.07it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2355/8416 [00:19<00:49, 123.04it/s]
    Epoch 4:  82%|████████▏ | 27605/33666 [15:49<03:28, 29.07it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2356/8416 [00:19<00:49, 123.04it/s]
    Epoch 4:  82%|████████▏ | 27606/33666 [15:49<03:28, 29.07it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2357/8416 [00:19<00:49, 123.05it/s]
    Epoch 4:  82%|████████▏ | 27607/33666 [15:49<03:28, 29.07it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2358/8416 [00:19<00:49, 123.05it/s]
    Epoch 4:  82%|████████▏ | 27608/33666 [15:49<03:28, 29.07it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2359/8416 [00:19<00:49, 123.05it/s]
    Epoch 4:  82%|████████▏ | 27609/33666 [15:49<03:28, 29.07it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2360/8416 [00:19<00:49, 123.05it/s]
    Epoch 4:  82%|████████▏ | 27610/33666 [15:49<03:28, 29.07it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2361/8416 [00:19<00:49, 123.05it/s]
    Epoch 4:  82%|████████▏ | 27611/33666 [15:49<03:28, 29.07it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2362/8416 [00:19<00:49, 123.05it/s]
    Epoch 4:  82%|████████▏ | 27612/33666 [15:49<03:28, 29.08it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2363/8416 [00:19<00:49, 123.06it/s]
    Epoch 4:  82%|████████▏ | 27613/33666 [15:49<03:28, 29.08it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2364/8416 [00:19<00:49, 123.06it/s]
    Epoch 4:  82%|████████▏ | 27614/33666 [15:49<03:28, 29.08it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2365/8416 [00:19<00:49, 123.06it/s]
    Epoch 4:  82%|████████▏ | 27615/33666 [15:49<03:28, 29.08it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2366/8416 [00:19<00:49, 123.06it/s]
    Epoch 4:  82%|████████▏ | 27616/33666 [15:49<03:28, 29.08it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2367/8416 [00:19<00:49, 123.06it/s]
    Epoch 4:  82%|████████▏ | 27617/33666 [15:49<03:28, 29.08it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2368/8416 [00:19<00:49, 123.06it/s]
    Epoch 4:  82%|████████▏ | 27618/33666 [15:49<03:27, 29.08it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2369/8416 [00:19<00:49, 123.06it/s]
    Epoch 4:  82%|████████▏ | 27619/33666 [15:49<03:27, 29.08it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2370/8416 [00:19<00:49, 123.06it/s]
    Epoch 4:  82%|████████▏ | 27620/33666 [15:49<03:27, 29.08it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2371/8416 [00:19<00:49, 123.06it/s]
    Epoch 4:  82%|████████▏ | 27621/33666 [15:49<03:27, 29.08it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2372/8416 [00:19<00:49, 123.07it/s]
    Epoch 4:  82%|████████▏ | 27622/33666 [15:49<03:27, 29.08it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2373/8416 [00:19<00:49, 123.07it/s]
    Epoch 4:  82%|████████▏ | 27623/33666 [15:49<03:27, 29.08it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2374/8416 [00:19<00:49, 123.07it/s]
    Epoch 4:  82%|████████▏ | 27624/33666 [15:49<03:27, 29.09it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2375/8416 [00:19<00:49, 123.07it/s]
    Epoch 4:  82%|████████▏ | 27625/33666 [15:49<03:27, 29.09it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2376/8416 [00:19<00:49, 123.07it/s]
    Epoch 4:  82%|████████▏ | 27626/33666 [15:49<03:27, 29.09it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2377/8416 [00:19<00:49, 123.08it/s]
    Epoch 4:  82%|████████▏ | 27627/33666 [15:49<03:27, 29.09it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2378/8416 [00:19<00:49, 123.08it/s]
    Epoch 4:  82%|████████▏ | 27628/33666 [15:49<03:27, 29.09it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2379/8416 [00:19<00:49, 123.08it/s]
    Epoch 4:  82%|████████▏ | 27629/33666 [15:49<03:27, 29.09it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2380/8416 [00:19<00:49, 123.08it/s]
    Epoch 4:  82%|████████▏ | 27630/33666 [15:49<03:27, 29.09it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2381/8416 [00:19<00:49, 123.08it/s]
    Epoch 4:  82%|████████▏ | 27631/33666 [15:49<03:27, 29.09it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2382/8416 [00:19<00:49, 123.08it/s]
    Epoch 4:  82%|████████▏ | 27632/33666 [15:49<03:27, 29.09it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2383/8416 [00:19<00:49, 123.08it/s]
    Epoch 4:  82%|████████▏ | 27633/33666 [15:49<03:27, 29.09it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2384/8416 [00:19<00:49, 123.08it/s]
    Epoch 4:  82%|████████▏ | 27634/33666 [15:49<03:27, 29.09it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2385/8416 [00:19<00:49, 123.08it/s]
    Epoch 4:  82%|████████▏ | 27635/33666 [15:49<03:27, 29.09it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2386/8416 [00:19<00:48, 123.08it/s]
    Epoch 4:  82%|████████▏ | 27636/33666 [15:49<03:27, 29.10it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2387/8416 [00:19<00:48, 123.08it/s]
    Epoch 4:  82%|████████▏ | 27637/33666 [15:49<03:27, 29.10it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2388/8416 [00:19<00:48, 123.08it/s]
    Epoch 4:  82%|████████▏ | 27638/33666 [15:49<03:27, 29.10it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2389/8416 [00:19<00:48, 123.08it/s]
    Epoch 4:  82%|████████▏ | 27639/33666 [15:49<03:27, 29.10it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2390/8416 [00:19<00:48, 123.08it/s]
    Epoch 4:  82%|████████▏ | 27640/33666 [15:49<03:27, 29.10it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2391/8416 [00:19<00:48, 123.08it/s]
    Epoch 4:  82%|████████▏ | 27641/33666 [15:49<03:27, 29.10it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2392/8416 [00:19<00:48, 123.08it/s]
    Epoch 4:  82%|████████▏ | 27642/33666 [15:49<03:27, 29.10it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2393/8416 [00:19<00:48, 123.08it/s]
    Epoch 4:  82%|████████▏ | 27643/33666 [15:49<03:26, 29.10it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2394/8416 [00:19<00:48, 123.08it/s]
    Epoch 4:  82%|████████▏ | 27644/33666 [15:49<03:26, 29.10it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2395/8416 [00:19<00:48, 123.08it/s]
    Epoch 4:  82%|████████▏ | 27645/33666 [15:49<03:26, 29.10it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2396/8416 [00:19<00:48, 123.05it/s]
    Epoch 4:  82%|████████▏ | 27646/33666 [15:49<03:26, 29.10it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2397/8416 [00:19<00:48, 123.05it/s]
    Epoch 4:  82%|████████▏ | 27647/33666 [15:49<03:26, 29.10it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  28%|██▊       | 2398/8416 [00:19<00:48, 123.05it/s]
    Epoch 4:  82%|████████▏ | 27648/33666 [15:49<03:26, 29.10it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2399/8416 [00:19<00:48, 123.05it/s]
    Epoch 4:  82%|████████▏ | 27649/33666 [15:49<03:26, 29.11it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2400/8416 [00:19<00:48, 123.05it/s]
    Epoch 4:  82%|████████▏ | 27650/33666 [15:49<03:26, 29.11it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2401/8416 [00:19<00:48, 123.04it/s]
    Epoch 4:  82%|████████▏ | 27651/33666 [15:49<03:26, 29.11it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2402/8416 [00:19<00:48, 123.04it/s]
    Epoch 4:  82%|████████▏ | 27652/33666 [15:49<03:26, 29.11it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2403/8416 [00:19<00:48, 123.04it/s]
    Epoch 4:  82%|████████▏ | 27653/33666 [15:49<03:26, 29.11it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2404/8416 [00:19<00:48, 123.04it/s]
    Epoch 4:  82%|████████▏ | 27654/33666 [15:50<03:26, 29.11it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2405/8416 [00:19<00:48, 123.04it/s]
    Epoch 4:  82%|████████▏ | 27655/33666 [15:50<03:26, 29.11it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2406/8416 [00:19<00:48, 123.04it/s]
    Epoch 4:  82%|████████▏ | 27656/33666 [15:50<03:26, 29.11it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2407/8416 [00:19<00:48, 123.04it/s]
    Epoch 4:  82%|████████▏ | 27657/33666 [15:50<03:26, 29.11it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2408/8416 [00:19<00:48, 123.04it/s]
    Epoch 4:  82%|████████▏ | 27658/33666 [15:50<03:26, 29.11it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2409/8416 [00:19<00:48, 123.04it/s]
    Epoch 4:  82%|████████▏ | 27659/33666 [15:50<03:26, 29.11it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2410/8416 [00:19<00:48, 123.04it/s]
    Epoch 4:  82%|████████▏ | 27660/33666 [15:50<03:26, 29.11it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2411/8416 [00:19<00:48, 123.04it/s]
    Epoch 4:  82%|████████▏ | 27661/33666 [15:50<03:26, 29.11it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2412/8416 [00:19<00:48, 123.04it/s]
    Epoch 4:  82%|████████▏ | 27662/33666 [15:50<03:26, 29.12it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2413/8416 [00:19<00:48, 123.04it/s]
    Epoch 4:  82%|████████▏ | 27663/33666 [15:50<03:26, 29.12it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2414/8416 [00:19<00:48, 123.04it/s]
    Epoch 4:  82%|████████▏ | 27664/33666 [15:50<03:26, 29.12it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2415/8416 [00:19<00:48, 123.04it/s]
    Epoch 4:  82%|████████▏ | 27665/33666 [15:50<03:26, 29.12it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2416/8416 [00:19<00:48, 123.04it/s]
    Epoch 4:  82%|████████▏ | 27666/33666 [15:50<03:26, 29.12it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2417/8416 [00:19<00:48, 123.04it/s]
    Epoch 4:  82%|████████▏ | 27667/33666 [15:50<03:26, 29.12it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2418/8416 [00:19<00:48, 123.04it/s]
    Epoch 4:  82%|████████▏ | 27668/33666 [15:50<03:25, 29.12it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▊       | 2419/8416 [00:19<00:48, 123.04it/s]
    Epoch 4:  82%|████████▏ | 27669/33666 [15:50<03:25, 29.12it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2420/8416 [00:19<00:48, 123.04it/s]
    Epoch 4:  82%|████████▏ | 27670/33666 [15:50<03:25, 29.12it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2421/8416 [00:19<00:48, 123.04it/s]
    Epoch 4:  82%|████████▏ | 27671/33666 [15:50<03:25, 29.12it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2422/8416 [00:19<00:48, 123.04it/s]
    Epoch 4:  82%|████████▏ | 27672/33666 [15:50<03:25, 29.12it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2423/8416 [00:19<00:48, 123.04it/s]
    Epoch 4:  82%|████████▏ | 27673/33666 [15:50<03:25, 29.12it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2424/8416 [00:19<00:48, 123.04it/s]
    Epoch 4:  82%|████████▏ | 27674/33666 [15:50<03:25, 29.13it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2425/8416 [00:19<00:48, 123.03it/s]
    Epoch 4:  82%|████████▏ | 27675/33666 [15:50<03:25, 29.13it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2426/8416 [00:19<00:48, 123.03it/s]
    Epoch 4:  82%|████████▏ | 27676/33666 [15:50<03:25, 29.13it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2427/8416 [00:19<00:48, 123.03it/s]
    Epoch 4:  82%|████████▏ | 27677/33666 [15:50<03:25, 29.13it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2428/8416 [00:19<00:48, 123.03it/s]
    Epoch 4:  82%|████████▏ | 27678/33666 [15:50<03:25, 29.13it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2429/8416 [00:19<00:48, 123.03it/s]
    Epoch 4:  82%|████████▏ | 27679/33666 [15:50<03:25, 29.13it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2430/8416 [00:19<00:48, 123.03it/s]
    Epoch 4:  82%|████████▏ | 27680/33666 [15:50<03:25, 29.13it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2431/8416 [00:19<00:48, 123.03it/s]
    Epoch 4:  82%|████████▏ | 27681/33666 [15:50<03:25, 29.13it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2432/8416 [00:19<00:48, 123.02it/s]
    Epoch 4:  82%|████████▏ | 27682/33666 [15:50<03:25, 29.13it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2433/8416 [00:19<00:48, 123.02it/s]
    Epoch 4:  82%|████████▏ | 27683/33666 [15:50<03:25, 29.13it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2434/8416 [00:19<00:48, 123.02it/s]
    Epoch 4:  82%|████████▏ | 27684/33666 [15:50<03:25, 29.13it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2435/8416 [00:19<00:48, 123.02it/s]
    Epoch 4:  82%|████████▏ | 27685/33666 [15:50<03:25, 29.13it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2436/8416 [00:19<00:48, 123.02it/s]
    Epoch 4:  82%|████████▏ | 27686/33666 [15:50<03:25, 29.13it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2437/8416 [00:19<00:48, 123.02it/s]
    Epoch 4:  82%|████████▏ | 27687/33666 [15:50<03:25, 29.14it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2438/8416 [00:19<00:48, 123.02it/s]
    Epoch 4:  82%|████████▏ | 27688/33666 [15:50<03:25, 29.14it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2439/8416 [00:19<00:48, 123.02it/s]
    Epoch 4:  82%|████████▏ | 27689/33666 [15:50<03:25, 29.14it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2440/8416 [00:19<00:48, 123.02it/s]
    Epoch 4:  82%|████████▏ | 27690/33666 [15:50<03:25, 29.14it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2441/8416 [00:19<00:48, 123.02it/s]
    Epoch 4:  82%|████████▏ | 27691/33666 [15:50<03:25, 29.14it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2442/8416 [00:19<00:48, 123.02it/s]
    Epoch 4:  82%|████████▏ | 27692/33666 [15:50<03:25, 29.14it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2443/8416 [00:19<00:48, 123.02it/s]
    Epoch 4:  82%|████████▏ | 27693/33666 [15:50<03:24, 29.14it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2444/8416 [00:19<00:48, 123.02it/s]
    Epoch 4:  82%|████████▏ | 27694/33666 [15:50<03:24, 29.14it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2445/8416 [00:19<00:48, 123.02it/s]
    Epoch 4:  82%|████████▏ | 27695/33666 [15:50<03:24, 29.14it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2446/8416 [00:19<00:48, 123.02it/s]
    Epoch 4:  82%|████████▏ | 27696/33666 [15:50<03:24, 29.14it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2447/8416 [00:19<00:48, 123.02it/s]
    Epoch 4:  82%|████████▏ | 27697/33666 [15:50<03:24, 29.14it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2448/8416 [00:19<00:48, 123.03it/s]
    Epoch 4:  82%|████████▏ | 27698/33666 [15:50<03:24, 29.14it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2449/8416 [00:19<00:48, 123.03it/s]
    Epoch 4:  82%|████████▏ | 27699/33666 [15:50<03:24, 29.15it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2450/8416 [00:19<00:48, 123.03it/s]
    Epoch 4:  82%|████████▏ | 27700/33666 [15:50<03:24, 29.15it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2451/8416 [00:19<00:48, 123.02it/s]
    Epoch 4:  82%|████████▏ | 27701/33666 [15:50<03:24, 29.15it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2452/8416 [00:19<00:48, 123.02it/s]
    Epoch 4:  82%|████████▏ | 27702/33666 [15:50<03:24, 29.15it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2453/8416 [00:19<00:48, 123.02it/s]
    Epoch 4:  82%|████████▏ | 27703/33666 [15:50<03:24, 29.15it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2454/8416 [00:19<00:48, 123.02it/s]
    Epoch 4:  82%|████████▏ | 27704/33666 [15:50<03:24, 29.15it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2455/8416 [00:19<00:48, 123.02it/s]
    Epoch 4:  82%|████████▏ | 27705/33666 [15:50<03:24, 29.15it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2456/8416 [00:19<00:48, 123.02it/s]
    Epoch 4:  82%|████████▏ | 27706/33666 [15:50<03:24, 29.15it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2457/8416 [00:19<00:48, 123.02it/s]
    Epoch 4:  82%|████████▏ | 27707/33666 [15:50<03:24, 29.15it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2458/8416 [00:19<00:48, 122.99it/s]
    Epoch 4:  82%|████████▏ | 27708/33666 [15:50<03:24, 29.15it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2459/8416 [00:19<00:48, 122.99it/s]
    Epoch 4:  82%|████████▏ | 27709/33666 [15:50<03:24, 29.15it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2460/8416 [00:20<00:48, 122.99it/s]
    Epoch 4:  82%|████████▏ | 27710/33666 [15:50<03:24, 29.15it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2461/8416 [00:20<00:48, 122.99it/s]
    Epoch 4:  82%|████████▏ | 27711/33666 [15:50<03:24, 29.15it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2462/8416 [00:20<00:48, 122.98it/s]
    Epoch 4:  82%|████████▏ | 27712/33666 [15:50<03:24, 29.16it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2463/8416 [00:20<00:48, 122.98it/s]
    Epoch 4:  82%|████████▏ | 27713/33666 [15:50<03:24, 29.16it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2464/8416 [00:20<00:48, 122.98it/s]
    Epoch 4:  82%|████████▏ | 27714/33666 [15:50<03:24, 29.16it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2465/8416 [00:20<00:48, 122.98it/s]
    Epoch 4:  82%|████████▏ | 27715/33666 [15:50<03:24, 29.16it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2466/8416 [00:20<00:48, 122.98it/s]
    Epoch 4:  82%|████████▏ | 27716/33666 [15:50<03:24, 29.16it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2467/8416 [00:20<00:48, 122.98it/s]
    Epoch 4:  82%|████████▏ | 27717/33666 [15:50<03:24, 29.16it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2468/8416 [00:20<00:48, 122.98it/s]
    Epoch 4:  82%|████████▏ | 27718/33666 [15:50<03:23, 29.16it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2469/8416 [00:20<00:48, 122.98it/s]
    Epoch 4:  82%|████████▏ | 27719/33666 [15:50<03:23, 29.16it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2470/8416 [00:20<00:48, 122.98it/s]
    Epoch 4:  82%|████████▏ | 27720/33666 [15:50<03:23, 29.16it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2471/8416 [00:20<00:48, 122.98it/s]
    Epoch 4:  82%|████████▏ | 27721/33666 [15:50<03:23, 29.16it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2472/8416 [00:20<00:48, 122.98it/s]
    Epoch 4:  82%|████████▏ | 27722/33666 [15:50<03:23, 29.16it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2473/8416 [00:20<00:48, 122.98it/s]
    Epoch 4:  82%|████████▏ | 27723/33666 [15:50<03:23, 29.16it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2474/8416 [00:20<00:48, 122.98it/s]
    Epoch 4:  82%|████████▏ | 27724/33666 [15:50<03:23, 29.17it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2475/8416 [00:20<00:48, 122.98it/s]
    Epoch 4:  82%|████████▏ | 27725/33666 [15:50<03:23, 29.17it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2476/8416 [00:20<00:48, 122.98it/s]
    Epoch 4:  82%|████████▏ | 27726/33666 [15:50<03:23, 29.17it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2477/8416 [00:20<00:48, 122.98it/s]
    Epoch 4:  82%|████████▏ | 27727/33666 [15:50<03:23, 29.17it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2478/8416 [00:20<00:48, 122.98it/s]
    Epoch 4:  82%|████████▏ | 27728/33666 [15:50<03:23, 29.17it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2479/8416 [00:20<00:48, 122.97it/s]
    Epoch 4:  82%|████████▏ | 27729/33666 [15:50<03:23, 29.17it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2480/8416 [00:20<00:48, 122.97it/s]
    Epoch 4:  82%|████████▏ | 27730/33666 [15:50<03:23, 29.17it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2481/8416 [00:20<00:48, 122.97it/s]
    Epoch 4:  82%|████████▏ | 27731/33666 [15:50<03:23, 29.17it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  29%|██▉       | 2482/8416 [00:20<00:48, 122.97it/s]
    Epoch 4:  82%|████████▏ | 27732/33666 [15:50<03:23, 29.17it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2483/8416 [00:20<00:48, 122.97it/s]
    Epoch 4:  82%|████████▏ | 27733/33666 [15:50<03:23, 29.17it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2484/8416 [00:20<00:48, 122.97it/s]
    Epoch 4:  82%|████████▏ | 27734/33666 [15:50<03:23, 29.17it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2485/8416 [00:20<00:48, 122.97it/s]
    Epoch 4:  82%|████████▏ | 27735/33666 [15:50<03:23, 29.17it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2486/8416 [00:20<00:48, 122.97it/s]
    Epoch 4:  82%|████████▏ | 27736/33666 [15:50<03:23, 29.17it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2487/8416 [00:20<00:48, 122.97it/s]
    Epoch 4:  82%|████████▏ | 27737/33666 [15:50<03:23, 29.18it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2488/8416 [00:20<00:48, 122.97it/s]
    Epoch 4:  82%|████████▏ | 27738/33666 [15:50<03:23, 29.18it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2489/8416 [00:20<00:48, 122.97it/s]
    Epoch 4:  82%|████████▏ | 27739/33666 [15:50<03:23, 29.18it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2490/8416 [00:20<00:48, 122.96it/s]
    Epoch 4:  82%|████████▏ | 27740/33666 [15:50<03:23, 29.18it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2491/8416 [00:20<00:48, 122.96it/s]
    Epoch 4:  82%|████████▏ | 27741/33666 [15:50<03:23, 29.18it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2492/8416 [00:20<00:48, 122.96it/s]
    Epoch 4:  82%|████████▏ | 27742/33666 [15:50<03:23, 29.18it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2493/8416 [00:20<00:48, 122.96it/s]
    Epoch 4:  82%|████████▏ | 27743/33666 [15:50<03:22, 29.18it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2494/8416 [00:20<00:48, 122.96it/s]
    Epoch 4:  82%|████████▏ | 27744/33666 [15:50<03:22, 29.18it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2495/8416 [00:20<00:48, 122.96it/s]
    Epoch 4:  82%|████████▏ | 27745/33666 [15:50<03:22, 29.18it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2496/8416 [00:20<00:48, 122.96it/s]
    Epoch 4:  82%|████████▏ | 27746/33666 [15:50<03:22, 29.18it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2497/8416 [00:20<00:48, 122.96it/s]
    Epoch 4:  82%|████████▏ | 27747/33666 [15:50<03:22, 29.18it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2498/8416 [00:20<00:48, 122.95it/s]
    Epoch 4:  82%|████████▏ | 27748/33666 [15:50<03:22, 29.18it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2499/8416 [00:20<00:48, 122.95it/s]
    Epoch 4:  82%|████████▏ | 27749/33666 [15:50<03:22, 29.19it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2500/8416 [00:20<00:48, 122.95it/s]
    Epoch 4:  82%|████████▏ | 27750/33666 [15:50<03:22, 29.19it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2501/8416 [00:20<00:48, 122.95it/s]
    Epoch 4:  82%|████████▏ | 27751/33666 [15:50<03:22, 29.19it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2502/8416 [00:20<00:48, 122.95it/s]
    Epoch 4:  82%|████████▏ | 27752/33666 [15:50<03:22, 29.19it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2503/8416 [00:20<00:48, 122.95it/s]
    Epoch 4:  82%|████████▏ | 27753/33666 [15:50<03:22, 29.19it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2504/8416 [00:20<00:48, 122.95it/s]
    Epoch 4:  82%|████████▏ | 27754/33666 [15:50<03:22, 29.19it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2505/8416 [00:20<00:48, 122.95it/s]
    Epoch 4:  82%|████████▏ | 27755/33666 [15:50<03:22, 29.19it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2506/8416 [00:20<00:48, 122.95it/s]
    Epoch 4:  82%|████████▏ | 27756/33666 [15:50<03:22, 29.19it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2507/8416 [00:20<00:48, 122.95it/s]
    Epoch 4:  82%|████████▏ | 27757/33666 [15:50<03:22, 29.19it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2508/8416 [00:20<00:48, 122.95it/s]
    Epoch 4:  82%|████████▏ | 27758/33666 [15:50<03:22, 29.19it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2509/8416 [00:20<00:48, 122.95it/s]
    Epoch 4:  82%|████████▏ | 27759/33666 [15:50<03:22, 29.19it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2510/8416 [00:20<00:48, 122.95it/s]
    Epoch 4:  82%|████████▏ | 27760/33666 [15:50<03:22, 29.19it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2511/8416 [00:20<00:48, 122.95it/s]
    Epoch 4:  82%|████████▏ | 27761/33666 [15:50<03:22, 29.19it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2512/8416 [00:20<00:48, 122.95it/s]
    Epoch 4:  82%|████████▏ | 27762/33666 [15:50<03:22, 29.20it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2513/8416 [00:20<00:48, 122.95it/s]
    Epoch 4:  82%|████████▏ | 27763/33666 [15:50<03:22, 29.20it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2514/8416 [00:20<00:48, 122.95it/s]
    Epoch 4:  82%|████████▏ | 27764/33666 [15:50<03:22, 29.20it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2515/8416 [00:20<00:47, 122.95it/s]
    Epoch 4:  82%|████████▏ | 27765/33666 [15:50<03:22, 29.20it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2516/8416 [00:20<00:47, 122.95it/s]
    Epoch 4:  82%|████████▏ | 27766/33666 [15:50<03:22, 29.20it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2517/8416 [00:20<00:47, 122.93it/s]
    Epoch 4:  82%|████████▏ | 27767/33666 [15:50<03:22, 29.20it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2518/8416 [00:20<00:47, 122.93it/s]
    Epoch 4:  82%|████████▏ | 27768/33666 [15:50<03:21, 29.20it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2519/8416 [00:20<00:47, 122.93it/s]
    Epoch 4:  82%|████████▏ | 27769/33666 [15:50<03:21, 29.20it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2520/8416 [00:20<00:47, 122.93it/s]
    Epoch 4:  82%|████████▏ | 27770/33666 [15:50<03:21, 29.20it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2521/8416 [00:20<00:47, 122.93it/s]
    Epoch 4:  82%|████████▏ | 27771/33666 [15:50<03:21, 29.20it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2522/8416 [00:20<00:47, 122.92it/s]
    Epoch 4:  82%|████████▏ | 27772/33666 [15:50<03:21, 29.20it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2523/8416 [00:20<00:47, 122.92it/s]
    Epoch 4:  82%|████████▏ | 27773/33666 [15:50<03:21, 29.20it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|██▉       | 2524/8416 [00:20<00:47, 122.92it/s]
    Epoch 4:  82%|████████▏ | 27774/33666 [15:51<03:21, 29.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|███       | 2525/8416 [00:20<00:47, 122.92it/s]
    Epoch 4:  83%|████████▎ | 27775/33666 [15:51<03:21, 29.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|███       | 2526/8416 [00:20<00:47, 122.92it/s]
    Epoch 4:  83%|████████▎ | 27776/33666 [15:51<03:21, 29.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|███       | 2527/8416 [00:20<00:47, 122.92it/s]
    Epoch 4:  83%|████████▎ | 27777/33666 [15:51<03:21, 29.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|███       | 2528/8416 [00:20<00:47, 122.92it/s]
    Epoch 4:  83%|████████▎ | 27778/33666 [15:51<03:21, 29.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|███       | 2529/8416 [00:20<00:47, 122.92it/s]
    Epoch 4:  83%|████████▎ | 27779/33666 [15:51<03:21, 29.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|███       | 2530/8416 [00:20<00:47, 122.89it/s]
    Epoch 4:  83%|████████▎ | 27780/33666 [15:51<03:21, 29.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|███       | 2531/8416 [00:20<00:47, 122.89it/s]
    Epoch 4:  83%|████████▎ | 27781/33666 [15:51<03:21, 29.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|███       | 2532/8416 [00:20<00:47, 122.89it/s]
    Epoch 4:  83%|████████▎ | 27782/33666 [15:51<03:21, 29.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|███       | 2533/8416 [00:20<00:47, 122.89it/s]
    Epoch 4:  83%|████████▎ | 27783/33666 [15:51<03:21, 29.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  30%|███       | 2534/8416 [00:20<00:47, 122.89it/s]
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    Validation DataLoader 0:  31%|███       | 2579/8416 [00:20<00:47, 122.86it/s]
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    Validation DataLoader 0:  31%|███       | 2580/8416 [00:20<00:47, 122.86it/s]
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    Validation DataLoader 0:  31%|███       | 2581/8416 [00:21<00:47, 122.86it/s]
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    Validation DataLoader 0:  31%|███       | 2582/8416 [00:21<00:47, 122.86it/s]
    Epoch 4:  83%|████████▎ | 27832/33666 [15:51<03:19, 29.25it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  31%|███       | 2583/8416 [00:21<00:47, 122.86it/s]
    Epoch 4:  83%|████████▎ | 27833/33666 [15:51<03:19, 29.25it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  31%|███       | 2584/8416 [00:21<00:47, 122.86it/s]
    Epoch 4:  83%|████████▎ | 27834/33666 [15:51<03:19, 29.25it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  31%|███       | 2585/8416 [00:21<00:47, 122.86it/s]
    Epoch 4:  83%|████████▎ | 27835/33666 [15:51<03:19, 29.25it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  31%|███       | 2586/8416 [00:21<00:47, 122.86it/s]
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    Validation DataLoader 0:  31%|███       | 2587/8416 [00:21<00:47, 122.85it/s]
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    Validation DataLoader 0:  31%|███       | 2588/8416 [00:21<00:47, 122.85it/s]
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    Validation DataLoader 0:  31%|███       | 2593/8416 [00:21<00:47, 122.85it/s]
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    Validation DataLoader 0:  31%|███       | 2594/8416 [00:21<00:47, 122.85it/s]
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    Validation DataLoader 0:  31%|███       | 2600/8416 [00:21<00:47, 122.85it/s]
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    Validation DataLoader 0:  31%|███       | 2601/8416 [00:21<00:47, 122.85it/s]
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    Validation DataLoader 0:  31%|███       | 2602/8416 [00:21<00:47, 122.84it/s]
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    Validation DataLoader 0:  31%|███       | 2609/8416 [00:21<00:47, 122.84it/s]
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    Validation DataLoader 0:  32%|███▏      | 2653/8416 [00:21<00:46, 122.80it/s]
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    Validation DataLoader 0:  32%|███▏      | 2658/8416 [00:21<00:46, 122.80it/s]
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    Validation DataLoader 0:  32%|███▏      | 2661/8416 [00:21<00:46, 122.79it/s]
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    Validation DataLoader 0:  32%|███▏      | 2671/8416 [00:21<00:46, 122.79it/s]
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    Validation DataLoader 0:  32%|███▏      | 2672/8416 [00:21<00:46, 122.79it/s]
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    Validation DataLoader 0:  32%|███▏      | 2673/8416 [00:21<00:46, 122.79it/s]
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    Validation DataLoader 0:  32%|███▏      | 2674/8416 [00:21<00:46, 122.79it/s]
    Epoch 4:  83%|████████▎ | 27924/33666 [15:52<03:15, 29.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  32%|███▏      | 2675/8416 [00:21<00:46, 122.79it/s]
    Epoch 4:  83%|████████▎ | 27925/33666 [15:52<03:15, 29.33it/s, loss=3.08, v_num=0]

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    Validation DataLoader 0:  32%|███▏      | 2678/8416 [00:21<00:46, 122.79it/s]
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    Validation DataLoader 0:  32%|███▏      | 2681/8416 [00:21<00:46, 122.78it/s]
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    Validation DataLoader 0:  32%|███▏      | 2682/8416 [00:21<00:46, 122.78it/s]
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    Validation DataLoader 0:  33%|███▎      | 2757/8416 [00:22<00:46, 122.75it/s]
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    Validation DataLoader 0:  33%|███▎      | 2758/8416 [00:22<00:46, 122.75it/s]
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    Validation DataLoader 0:  33%|███▎      | 2761/8416 [00:22<00:46, 122.75it/s]
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    Validation DataLoader 0:  33%|███▎      | 2762/8416 [00:22<00:46, 122.75it/s]
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    Epoch 4:  83%|████████▎ | 28013/33666 [15:52<03:12, 29.40it/s, loss=3.08, v_num=0]

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    Validation DataLoader 0:  33%|███▎      | 2781/8416 [00:22<00:45, 122.75it/s]
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    Validation DataLoader 0:  33%|███▎      | 2782/8416 [00:22<00:45, 122.75it/s]
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    Validation DataLoader 0:  33%|███▎      | 2783/8416 [00:22<00:45, 122.72it/s]
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    Validation DataLoader 0:  34%|███▍      | 2851/8416 [00:23<00:45, 122.70it/s]
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    Validation DataLoader 0:  34%|███▍      | 2852/8416 [00:23<00:45, 122.70it/s]
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    Validation DataLoader 0:  34%|███▍      | 2853/8416 [00:23<00:45, 122.70it/s]
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    Validation DataLoader 0:  34%|███▍      | 2856/8416 [00:23<00:45, 122.71it/s]
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    Validation DataLoader 0:  34%|███▍      | 2861/8416 [00:23<00:45, 122.70it/s]
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    Validation DataLoader 0:  39%|███▉      | 3285/8416 [00:26<00:41, 122.68it/s]
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    Validation DataLoader 0:  39%|███▉      | 3286/8416 [00:26<00:41, 122.68it/s]
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    Validation DataLoader 0:  39%|███▉      | 3287/8416 [00:26<00:41, 122.68it/s]
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    Validation DataLoader 0:  39%|███▉      | 3288/8416 [00:26<00:41, 122.68it/s]
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    Validation DataLoader 0:  39%|███▉      | 3289/8416 [00:26<00:41, 122.68it/s]
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    Validation DataLoader 0:  39%|███▉      | 3290/8416 [00:26<00:41, 122.67it/s]
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    Validation DataLoader 0:  39%|███▉      | 3291/8416 [00:26<00:41, 122.67it/s]
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    Validation DataLoader 0:  39%|███▉      | 3292/8416 [00:26<00:41, 122.67it/s]
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    Validation DataLoader 0:  39%|███▉      | 3293/8416 [00:26<00:41, 122.67it/s]
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    Validation DataLoader 0:  39%|███▉      | 3294/8416 [00:26<00:41, 122.67it/s]
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    Validation DataLoader 0:  39%|███▉      | 3295/8416 [00:26<00:41, 122.67it/s]
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    Validation DataLoader 0:  39%|███▉      | 3296/8416 [00:26<00:41, 122.67it/s]
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    Validation DataLoader 0:  39%|███▉      | 3298/8416 [00:26<00:41, 122.67it/s]
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    Validation DataLoader 0:  39%|███▉      | 3302/8416 [00:26<00:41, 122.67it/s]
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    Validation DataLoader 0:  39%|███▉      | 3303/8416 [00:26<00:41, 122.67it/s]
    Epoch 4:  85%|████████▍ | 28553/33666 [15:57<02:51, 29.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3304/8416 [00:26<00:41, 122.67it/s]
    Epoch 4:  85%|████████▍ | 28554/33666 [15:57<02:51, 29.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3305/8416 [00:26<00:41, 122.66it/s]
    Epoch 4:  85%|████████▍ | 28555/33666 [15:57<02:51, 29.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3306/8416 [00:26<00:41, 122.66it/s]
    Epoch 4:  85%|████████▍ | 28556/33666 [15:57<02:51, 29.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  39%|███▉      | 3307/8416 [00:26<00:41, 122.66it/s]
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    Validation DataLoader 0:  39%|███▉      | 3308/8416 [00:26<00:41, 122.66it/s]
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    Validation DataLoader 0:  39%|███▉      | 3309/8416 [00:26<00:41, 122.66it/s]
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    Validation DataLoader 0:  39%|███▉      | 3315/8416 [00:27<00:41, 122.66it/s]
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    Validation DataLoader 0:  39%|███▉      | 3316/8416 [00:27<00:41, 122.66it/s]
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    Validation DataLoader 0:  39%|███▉      | 3317/8416 [00:27<00:41, 122.66it/s]
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    Validation DataLoader 0:  40%|███▉      | 3350/8416 [00:27<00:41, 122.70it/s]
    Epoch 4:  85%|████████▍ | 28600/33666 [15:57<02:49, 29.86it/s, loss=3.08, v_num=0]

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    Validation DataLoader 0:  40%|███▉      | 3353/8416 [00:27<00:41, 122.69it/s]
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    Validation DataLoader 0:  40%|███▉      | 3354/8416 [00:27<00:41, 122.69it/s]
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    Validation DataLoader 0:  40%|███▉      | 3360/8416 [00:27<00:41, 122.69it/s]
    Epoch 4:  85%|████████▍ | 28610/33666 [15:57<02:49, 29.87it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3361/8416 [00:27<00:41, 122.69it/s]
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    Validation DataLoader 0:  40%|███▉      | 3362/8416 [00:27<00:41, 122.69it/s]
    Epoch 4:  85%|████████▍ | 28612/33666 [15:57<02:49, 29.87it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3363/8416 [00:27<00:41, 122.69it/s]
    Epoch 4:  85%|████████▍ | 28613/33666 [15:57<02:49, 29.87it/s, loss=3.08, v_num=0]

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    Epoch 4:  85%|████████▍ | 28614/33666 [15:57<02:49, 29.87it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3365/8416 [00:27<00:41, 122.69it/s]
    Epoch 4:  85%|████████▍ | 28615/33666 [15:57<02:49, 29.87it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|███▉      | 3366/8416 [00:27<00:41, 122.69it/s]
    Epoch 4:  85%|████████▍ | 28616/33666 [15:57<02:49, 29.87it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|████      | 3367/8416 [00:27<00:41, 122.69it/s]
    Epoch 4:  85%|████████▌ | 28617/33666 [15:57<02:49, 29.87it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|████      | 3368/8416 [00:27<00:41, 122.69it/s]
    Epoch 4:  85%|████████▌ | 28618/33666 [15:57<02:48, 29.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|████      | 3369/8416 [00:27<00:41, 122.70it/s]
    Epoch 4:  85%|████████▌ | 28619/33666 [15:57<02:48, 29.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|████      | 3370/8416 [00:27<00:41, 122.70it/s]
    Epoch 4:  85%|████████▌ | 28620/33666 [15:57<02:48, 29.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|████      | 3371/8416 [00:27<00:41, 122.70it/s]
    Epoch 4:  85%|████████▌ | 28621/33666 [15:57<02:48, 29.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|████      | 3372/8416 [00:27<00:41, 122.70it/s]
    Epoch 4:  85%|████████▌ | 28622/33666 [15:57<02:48, 29.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|████      | 3373/8416 [00:27<00:41, 122.70it/s]
    Epoch 4:  85%|████████▌ | 28623/33666 [15:57<02:48, 29.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|████      | 3374/8416 [00:27<00:41, 122.70it/s]
    Epoch 4:  85%|████████▌ | 28624/33666 [15:57<02:48, 29.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|████      | 3375/8416 [00:27<00:41, 122.70it/s]
    Epoch 4:  85%|████████▌ | 28625/33666 [15:57<02:48, 29.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|████      | 3376/8416 [00:27<00:41, 122.70it/s]
    Epoch 4:  85%|████████▌ | 28626/33666 [15:57<02:48, 29.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|████      | 3377/8416 [00:27<00:41, 122.70it/s]
    Epoch 4:  85%|████████▌ | 28627/33666 [15:57<02:48, 29.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|████      | 3378/8416 [00:27<00:41, 122.70it/s]
    Epoch 4:  85%|████████▌ | 28628/33666 [15:57<02:48, 29.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|████      | 3379/8416 [00:27<00:41, 122.70it/s]
    Epoch 4:  85%|████████▌ | 28629/33666 [15:58<02:48, 29.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|████      | 3380/8416 [00:27<00:41, 122.70it/s]
    Epoch 4:  85%|████████▌ | 28630/33666 [15:58<02:48, 29.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|████      | 3381/8416 [00:27<00:41, 122.70it/s]
    Epoch 4:  85%|████████▌ | 28631/33666 [15:58<02:48, 29.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|████      | 3382/8416 [00:27<00:41, 122.70it/s]
    Epoch 4:  85%|████████▌ | 28632/33666 [15:58<02:48, 29.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|████      | 3383/8416 [00:27<00:41, 122.70it/s]
    Epoch 4:  85%|████████▌ | 28633/33666 [15:58<02:48, 29.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|████      | 3384/8416 [00:27<00:41, 122.70it/s]
    Epoch 4:  85%|████████▌ | 28634/33666 [15:58<02:48, 29.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|████      | 3385/8416 [00:27<00:41, 122.70it/s]
    Epoch 4:  85%|████████▌ | 28635/33666 [15:58<02:48, 29.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|████      | 3386/8416 [00:27<00:40, 122.70it/s]
    Epoch 4:  85%|████████▌ | 28636/33666 [15:58<02:48, 29.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|████      | 3387/8416 [00:27<00:40, 122.70it/s]
    Epoch 4:  85%|████████▌ | 28637/33666 [15:58<02:48, 29.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|████      | 3388/8416 [00:27<00:40, 122.70it/s]
    Epoch 4:  85%|████████▌ | 28638/33666 [15:58<02:48, 29.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|████      | 3389/8416 [00:27<00:40, 122.70it/s]
    Epoch 4:  85%|████████▌ | 28639/33666 [15:58<02:48, 29.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|████      | 3390/8416 [00:27<00:40, 122.70it/s]
    Epoch 4:  85%|████████▌ | 28640/33666 [15:58<02:48, 29.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|████      | 3391/8416 [00:27<00:40, 122.70it/s]
    Epoch 4:  85%|████████▌ | 28641/33666 [15:58<02:48, 29.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|████      | 3392/8416 [00:27<00:40, 122.70it/s]
    Epoch 4:  85%|████████▌ | 28642/33666 [15:58<02:48, 29.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|████      | 3393/8416 [00:27<00:40, 122.70it/s]
    Epoch 4:  85%|████████▌ | 28643/33666 [15:58<02:48, 29.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|████      | 3394/8416 [00:27<00:40, 122.70it/s]
    Epoch 4:  85%|████████▌ | 28644/33666 [15:58<02:47, 29.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|████      | 3395/8416 [00:27<00:40, 122.71it/s]
    Epoch 4:  85%|████████▌ | 28645/33666 [15:58<02:47, 29.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|████      | 3396/8416 [00:27<00:40, 122.71it/s]
    Epoch 4:  85%|████████▌ | 28646/33666 [15:58<02:47, 29.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|████      | 3397/8416 [00:27<00:40, 122.71it/s]
    Epoch 4:  85%|████████▌ | 28647/33666 [15:58<02:47, 29.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|████      | 3398/8416 [00:27<00:40, 122.71it/s]
    Epoch 4:  85%|████████▌ | 28648/33666 [15:58<02:47, 29.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|████      | 3399/8416 [00:27<00:40, 122.71it/s]
    Epoch 4:  85%|████████▌ | 28649/33666 [15:58<02:47, 29.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|████      | 3400/8416 [00:27<00:40, 122.71it/s]
    Epoch 4:  85%|████████▌ | 28650/33666 [15:58<02:47, 29.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|████      | 3401/8416 [00:27<00:40, 122.71it/s]
    Epoch 4:  85%|████████▌ | 28651/33666 [15:58<02:47, 29.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|████      | 3402/8416 [00:27<00:40, 122.72it/s]
    Epoch 4:  85%|████████▌ | 28652/33666 [15:58<02:47, 29.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|████      | 3403/8416 [00:27<00:40, 122.72it/s]
    Epoch 4:  85%|████████▌ | 28653/33666 [15:58<02:47, 29.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|████      | 3404/8416 [00:27<00:40, 122.72it/s]
    Epoch 4:  85%|████████▌ | 28654/33666 [15:58<02:47, 29.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|████      | 3405/8416 [00:27<00:40, 122.72it/s]
    Epoch 4:  85%|████████▌ | 28655/33666 [15:58<02:47, 29.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|████      | 3406/8416 [00:27<00:40, 122.72it/s]
    Epoch 4:  85%|████████▌ | 28656/33666 [15:58<02:47, 29.91it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|████      | 3407/8416 [00:27<00:40, 122.72it/s]
    Epoch 4:  85%|████████▌ | 28657/33666 [15:58<02:47, 29.91it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  40%|████      | 3408/8416 [00:27<00:40, 122.72it/s]
    Epoch 4:  85%|████████▌ | 28658/33666 [15:58<02:47, 29.91it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3409/8416 [00:27<00:40, 122.72it/s]
    Epoch 4:  85%|████████▌ | 28659/33666 [15:58<02:47, 29.91it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3410/8416 [00:27<00:40, 122.72it/s]
    Epoch 4:  85%|████████▌ | 28660/33666 [15:58<02:47, 29.91it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3411/8416 [00:27<00:40, 122.72it/s]
    Epoch 4:  85%|████████▌ | 28661/33666 [15:58<02:47, 29.91it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3412/8416 [00:27<00:40, 122.72it/s]
    Epoch 4:  85%|████████▌ | 28662/33666 [15:58<02:47, 29.91it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3413/8416 [00:27<00:40, 122.72it/s]
    Epoch 4:  85%|████████▌ | 28663/33666 [15:58<02:47, 29.91it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3414/8416 [00:27<00:40, 122.72it/s]
    Epoch 4:  85%|████████▌ | 28664/33666 [15:58<02:47, 29.91it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3415/8416 [00:27<00:40, 122.72it/s]
    Epoch 4:  85%|████████▌ | 28665/33666 [15:58<02:47, 29.91it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3416/8416 [00:27<00:40, 122.72it/s]
    Epoch 4:  85%|████████▌ | 28666/33666 [15:58<02:47, 29.91it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3417/8416 [00:27<00:40, 122.72it/s]
    Epoch 4:  85%|████████▌ | 28667/33666 [15:58<02:47, 29.91it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3418/8416 [00:27<00:40, 122.72it/s]
    Epoch 4:  85%|████████▌ | 28668/33666 [15:58<02:47, 29.91it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3419/8416 [00:27<00:40, 122.72it/s]
    Epoch 4:  85%|████████▌ | 28669/33666 [15:58<02:47, 29.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3420/8416 [00:27<00:40, 122.72it/s]
    Epoch 4:  85%|████████▌ | 28670/33666 [15:58<02:46, 29.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3421/8416 [00:27<00:40, 122.72it/s]
    Epoch 4:  85%|████████▌ | 28671/33666 [15:58<02:46, 29.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3422/8416 [00:27<00:40, 122.71it/s]
    Epoch 4:  85%|████████▌ | 28672/33666 [15:58<02:46, 29.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3423/8416 [00:27<00:40, 122.71it/s]
    Epoch 4:  85%|████████▌ | 28673/33666 [15:58<02:46, 29.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3424/8416 [00:27<00:40, 122.71it/s]
    Epoch 4:  85%|████████▌ | 28674/33666 [15:58<02:46, 29.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3425/8416 [00:27<00:40, 122.71it/s]
    Epoch 4:  85%|████████▌ | 28675/33666 [15:58<02:46, 29.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3426/8416 [00:27<00:40, 122.71it/s]
    Epoch 4:  85%|████████▌ | 28676/33666 [15:58<02:46, 29.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3427/8416 [00:27<00:40, 122.72it/s]
    Epoch 4:  85%|████████▌ | 28677/33666 [15:58<02:46, 29.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3428/8416 [00:27<00:40, 122.72it/s]
    Epoch 4:  85%|████████▌ | 28678/33666 [15:58<02:46, 29.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3429/8416 [00:27<00:40, 122.72it/s]
    Epoch 4:  85%|████████▌ | 28679/33666 [15:58<02:46, 29.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3430/8416 [00:27<00:40, 122.72it/s]
    Epoch 4:  85%|████████▌ | 28680/33666 [15:58<02:46, 29.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3431/8416 [00:27<00:40, 122.72it/s]
    Epoch 4:  85%|████████▌ | 28681/33666 [15:58<02:46, 29.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3432/8416 [00:27<00:40, 122.72it/s]
    Epoch 4:  85%|████████▌ | 28682/33666 [15:58<02:46, 29.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3433/8416 [00:27<00:40, 122.72it/s]
    Epoch 4:  85%|████████▌ | 28683/33666 [15:58<02:46, 29.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3434/8416 [00:27<00:40, 122.72it/s]
    Epoch 4:  85%|████████▌ | 28684/33666 [15:58<02:46, 29.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3435/8416 [00:27<00:40, 122.72it/s]
    Epoch 4:  85%|████████▌ | 28685/33666 [15:58<02:46, 29.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3436/8416 [00:27<00:40, 122.71it/s]
    Epoch 4:  85%|████████▌ | 28686/33666 [15:58<02:46, 29.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3437/8416 [00:28<00:40, 122.71it/s]
    Epoch 4:  85%|████████▌ | 28687/33666 [15:58<02:46, 29.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3438/8416 [00:28<00:40, 122.71it/s]
    Epoch 4:  85%|████████▌ | 28688/33666 [15:58<02:46, 29.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3439/8416 [00:28<00:40, 122.71it/s]
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    Validation DataLoader 0:  41%|████      | 3440/8416 [00:28<00:40, 122.71it/s]
    Epoch 4:  85%|████████▌ | 28690/33666 [15:58<02:46, 29.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3441/8416 [00:28<00:40, 122.71it/s]
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    Validation DataLoader 0:  41%|████      | 3442/8416 [00:28<00:40, 122.71it/s]
    Epoch 4:  85%|████████▌ | 28692/33666 [15:58<02:46, 29.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3443/8416 [00:28<00:40, 122.71it/s]
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    Validation DataLoader 0:  41%|████      | 3444/8416 [00:28<00:40, 122.71it/s]
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    Validation DataLoader 0:  41%|████      | 3445/8416 [00:28<00:40, 122.71it/s]
    Epoch 4:  85%|████████▌ | 28695/33666 [15:58<02:46, 29.94it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3446/8416 [00:28<00:40, 122.71it/s]
    Epoch 4:  85%|████████▌ | 28696/33666 [15:58<02:46, 29.94it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3447/8416 [00:28<00:40, 122.71it/s]
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    Validation DataLoader 0:  41%|████      | 3448/8416 [00:28<00:40, 122.72it/s]
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    Validation DataLoader 0:  41%|████      | 3449/8416 [00:28<00:40, 122.72it/s]
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    Validation DataLoader 0:  41%|████      | 3450/8416 [00:28<00:40, 122.72it/s]
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    Validation DataLoader 0:  41%|████      | 3451/8416 [00:28<00:40, 122.72it/s]
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    Validation DataLoader 0:  41%|████      | 3452/8416 [00:28<00:40, 122.72it/s]
    Epoch 4:  85%|████████▌ | 28702/33666 [15:58<02:45, 29.94it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3453/8416 [00:28<00:40, 122.72it/s]
    Epoch 4:  85%|████████▌ | 28703/33666 [15:58<02:45, 29.94it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3454/8416 [00:28<00:40, 122.72it/s]
    Epoch 4:  85%|████████▌ | 28704/33666 [15:58<02:45, 29.94it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3455/8416 [00:28<00:40, 122.72it/s]
    Epoch 4:  85%|████████▌ | 28705/33666 [15:58<02:45, 29.94it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3456/8416 [00:28<00:40, 122.72it/s]
    Epoch 4:  85%|████████▌ | 28706/33666 [15:58<02:45, 29.94it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3457/8416 [00:28<00:40, 122.72it/s]
    Epoch 4:  85%|████████▌ | 28707/33666 [15:58<02:45, 29.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3458/8416 [00:28<00:40, 122.73it/s]
    Epoch 4:  85%|████████▌ | 28708/33666 [15:58<02:45, 29.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3459/8416 [00:28<00:40, 122.73it/s]
    Epoch 4:  85%|████████▌ | 28709/33666 [15:58<02:45, 29.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3460/8416 [00:28<00:40, 122.73it/s]
    Epoch 4:  85%|████████▌ | 28710/33666 [15:58<02:45, 29.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3461/8416 [00:28<00:40, 122.73it/s]
    Epoch 4:  85%|████████▌ | 28711/33666 [15:58<02:45, 29.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3462/8416 [00:28<00:40, 122.73it/s]
    Epoch 4:  85%|████████▌ | 28712/33666 [15:58<02:45, 29.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3463/8416 [00:28<00:40, 122.73it/s]
    Epoch 4:  85%|████████▌ | 28713/33666 [15:58<02:45, 29.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3464/8416 [00:28<00:40, 122.74it/s]
    Epoch 4:  85%|████████▌ | 28714/33666 [15:58<02:45, 29.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3465/8416 [00:28<00:40, 122.74it/s]
    Epoch 4:  85%|████████▌ | 28715/33666 [15:58<02:45, 29.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3466/8416 [00:28<00:40, 122.74it/s]
    Epoch 4:  85%|████████▌ | 28716/33666 [15:58<02:45, 29.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3467/8416 [00:28<00:40, 122.74it/s]
    Epoch 4:  85%|████████▌ | 28717/33666 [15:58<02:45, 29.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3468/8416 [00:28<00:40, 122.74it/s]
    Epoch 4:  85%|████████▌ | 28718/33666 [15:58<02:45, 29.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3469/8416 [00:28<00:40, 122.74it/s]
    Epoch 4:  85%|████████▌ | 28719/33666 [15:58<02:45, 29.96it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3470/8416 [00:28<00:40, 122.74it/s]
    Epoch 4:  85%|████████▌ | 28720/33666 [15:58<02:45, 29.96it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████      | 3471/8416 [00:28<00:40, 122.74it/s]
    Epoch 4:  85%|████████▌ | 28721/33666 [15:58<02:45, 29.96it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3472/8416 [00:28<00:40, 122.74it/s]
    Epoch 4:  85%|████████▌ | 28722/33666 [15:58<02:45, 29.96it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3473/8416 [00:28<00:40, 122.74it/s]
    Epoch 4:  85%|████████▌ | 28723/33666 [15:58<02:44, 29.96it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3474/8416 [00:28<00:40, 122.74it/s]
    Epoch 4:  85%|████████▌ | 28724/33666 [15:58<02:44, 29.96it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3475/8416 [00:28<00:40, 122.74it/s]
    Epoch 4:  85%|████████▌ | 28725/33666 [15:58<02:44, 29.96it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3476/8416 [00:28<00:40, 122.74it/s]
    Epoch 4:  85%|████████▌ | 28726/33666 [15:58<02:44, 29.96it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3477/8416 [00:28<00:40, 122.74it/s]
    Epoch 4:  85%|████████▌ | 28727/33666 [15:58<02:44, 29.96it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3478/8416 [00:28<00:40, 122.74it/s]
    Epoch 4:  85%|████████▌ | 28728/33666 [15:58<02:44, 29.96it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3479/8416 [00:28<00:40, 122.74it/s]
    Epoch 4:  85%|████████▌ | 28729/33666 [15:58<02:44, 29.96it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3480/8416 [00:28<00:40, 122.74it/s]
    Epoch 4:  85%|████████▌ | 28730/33666 [15:58<02:44, 29.96it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3481/8416 [00:28<00:40, 122.74it/s]
    Epoch 4:  85%|████████▌ | 28731/33666 [15:58<02:44, 29.96it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3482/8416 [00:28<00:40, 122.74it/s]
    Epoch 4:  85%|████████▌ | 28732/33666 [15:58<02:44, 29.97it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3483/8416 [00:28<00:40, 122.75it/s]
    Epoch 4:  85%|████████▌ | 28733/33666 [15:58<02:44, 29.97it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3484/8416 [00:28<00:40, 122.75it/s]
    Epoch 4:  85%|████████▌ | 28734/33666 [15:58<02:44, 29.97it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3485/8416 [00:28<00:40, 122.75it/s]
    Epoch 4:  85%|████████▌ | 28735/33666 [15:58<02:44, 29.97it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3486/8416 [00:28<00:40, 122.75it/s]
    Epoch 4:  85%|████████▌ | 28736/33666 [15:58<02:44, 29.97it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3487/8416 [00:28<00:40, 122.75it/s]
    Epoch 4:  85%|████████▌ | 28737/33666 [15:58<02:44, 29.97it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3488/8416 [00:28<00:40, 122.75it/s]
    Epoch 4:  85%|████████▌ | 28738/33666 [15:58<02:44, 29.97it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3489/8416 [00:28<00:40, 122.75it/s]
    Epoch 4:  85%|████████▌ | 28739/33666 [15:58<02:44, 29.97it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3490/8416 [00:28<00:40, 122.76it/s]
    Epoch 4:  85%|████████▌ | 28740/33666 [15:58<02:44, 29.97it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3491/8416 [00:28<00:40, 122.76it/s]
    Epoch 4:  85%|████████▌ | 28741/33666 [15:58<02:44, 29.97it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  41%|████▏     | 3492/8416 [00:28<00:40, 122.76it/s]
    Epoch 4:  85%|████████▌ | 28742/33666 [15:58<02:44, 29.97it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3493/8416 [00:28<00:40, 122.75it/s]
    Epoch 4:  85%|████████▌ | 28743/33666 [15:58<02:44, 29.97it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3494/8416 [00:28<00:40, 122.75it/s]
    Epoch 4:  85%|████████▌ | 28744/33666 [15:58<02:44, 29.98it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3495/8416 [00:28<00:40, 122.75it/s]
    Epoch 4:  85%|████████▌ | 28745/33666 [15:58<02:44, 29.98it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3496/8416 [00:28<00:40, 122.75it/s]
    Epoch 4:  85%|████████▌ | 28746/33666 [15:58<02:44, 29.98it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3497/8416 [00:28<00:40, 122.75it/s]
    Epoch 4:  85%|████████▌ | 28747/33666 [15:58<02:44, 29.98it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3498/8416 [00:28<00:40, 122.75it/s]
    Epoch 4:  85%|████████▌ | 28748/33666 [15:58<02:44, 29.98it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3499/8416 [00:28<00:40, 122.75it/s]
    Epoch 4:  85%|████████▌ | 28749/33666 [15:58<02:44, 29.98it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3500/8416 [00:28<00:40, 122.75it/s]
    Epoch 4:  85%|████████▌ | 28750/33666 [15:58<02:43, 29.98it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3501/8416 [00:28<00:40, 122.75it/s]
    Epoch 4:  85%|████████▌ | 28751/33666 [15:58<02:43, 29.98it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3502/8416 [00:28<00:40, 122.75it/s]
    Epoch 4:  85%|████████▌ | 28752/33666 [15:58<02:43, 29.98it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3503/8416 [00:28<00:40, 122.75it/s]
    Epoch 4:  85%|████████▌ | 28753/33666 [15:59<02:43, 29.98it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3504/8416 [00:28<00:40, 122.75it/s]
    Epoch 4:  85%|████████▌ | 28754/33666 [15:59<02:43, 29.98it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3505/8416 [00:28<00:40, 122.75it/s]
    Epoch 4:  85%|████████▌ | 28755/33666 [15:59<02:43, 29.98it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3506/8416 [00:28<00:40, 122.73it/s]
    Epoch 4:  85%|████████▌ | 28756/33666 [15:59<02:43, 29.98it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3507/8416 [00:28<00:39, 122.73it/s]
    Epoch 4:  85%|████████▌ | 28757/33666 [15:59<02:43, 29.99it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3508/8416 [00:28<00:39, 122.73it/s]
    Epoch 4:  85%|████████▌ | 28758/33666 [15:59<02:43, 29.99it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3509/8416 [00:28<00:39, 122.73it/s]
    Epoch 4:  85%|████████▌ | 28759/33666 [15:59<02:43, 29.99it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3510/8416 [00:28<00:39, 122.73it/s]
    Epoch 4:  85%|████████▌ | 28760/33666 [15:59<02:43, 29.99it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3511/8416 [00:28<00:39, 122.73it/s]
    Epoch 4:  85%|████████▌ | 28761/33666 [15:59<02:43, 29.99it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3512/8416 [00:28<00:39, 122.73it/s]
    Epoch 4:  85%|████████▌ | 28762/33666 [15:59<02:43, 29.99it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3513/8416 [00:28<00:39, 122.73it/s]
    Epoch 4:  85%|████████▌ | 28763/33666 [15:59<02:43, 29.99it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3514/8416 [00:28<00:39, 122.73it/s]
    Epoch 4:  85%|████████▌ | 28764/33666 [15:59<02:43, 29.99it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3515/8416 [00:28<00:39, 122.73it/s]
    Epoch 4:  85%|████████▌ | 28765/33666 [15:59<02:43, 29.99it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3516/8416 [00:28<00:39, 122.73it/s]
    Epoch 4:  85%|████████▌ | 28766/33666 [15:59<02:43, 29.99it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3517/8416 [00:28<00:39, 122.73it/s]
    Epoch 4:  85%|████████▌ | 28767/33666 [15:59<02:43, 29.99it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3518/8416 [00:28<00:39, 122.73it/s]
    Epoch 4:  85%|████████▌ | 28768/33666 [15:59<02:43, 29.99it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3519/8416 [00:28<00:39, 122.73it/s]
    Epoch 4:  85%|████████▌ | 28769/33666 [15:59<02:43, 29.99it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3520/8416 [00:28<00:39, 122.73it/s]
    Epoch 4:  85%|████████▌ | 28770/33666 [15:59<02:43, 30.00it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3521/8416 [00:28<00:39, 122.73it/s]
    Epoch 4:  85%|████████▌ | 28771/33666 [15:59<02:43, 30.00it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3522/8416 [00:28<00:39, 122.73it/s]
    Epoch 4:  85%|████████▌ | 28772/33666 [15:59<02:43, 30.00it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3523/8416 [00:28<00:39, 122.73it/s]
    Epoch 4:  85%|████████▌ | 28773/33666 [15:59<02:43, 30.00it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3524/8416 [00:28<00:39, 122.73it/s]
    Epoch 4:  85%|████████▌ | 28774/33666 [15:59<02:43, 30.00it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3525/8416 [00:28<00:39, 122.73it/s]
    Epoch 4:  85%|████████▌ | 28775/33666 [15:59<02:43, 30.00it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3526/8416 [00:28<00:39, 122.73it/s]
    Epoch 4:  85%|████████▌ | 28776/33666 [15:59<02:42, 30.00it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3527/8416 [00:28<00:39, 122.73it/s]
    Epoch 4:  85%|████████▌ | 28777/33666 [15:59<02:42, 30.00it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3528/8416 [00:28<00:39, 122.73it/s]
    Epoch 4:  85%|████████▌ | 28778/33666 [15:59<02:42, 30.00it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3529/8416 [00:28<00:39, 122.73it/s]
    Epoch 4:  85%|████████▌ | 28779/33666 [15:59<02:42, 30.00it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3530/8416 [00:28<00:39, 122.73it/s]
    Epoch 4:  85%|████████▌ | 28780/33666 [15:59<02:42, 30.00it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3531/8416 [00:28<00:39, 122.73it/s]
    Epoch 4:  85%|████████▌ | 28781/33666 [15:59<02:42, 30.00it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3532/8416 [00:28<00:39, 122.73it/s]
    Epoch 4:  85%|████████▌ | 28782/33666 [15:59<02:42, 30.00it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3533/8416 [00:28<00:39, 122.73it/s]
    Epoch 4:  85%|████████▌ | 28783/33666 [15:59<02:42, 30.01it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3534/8416 [00:28<00:39, 122.73it/s]
    Epoch 4:  85%|████████▌ | 28784/33666 [15:59<02:42, 30.01it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3535/8416 [00:28<00:39, 122.73it/s]
    Epoch 4:  86%|████████▌ | 28785/33666 [15:59<02:42, 30.01it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3536/8416 [00:28<00:39, 122.73it/s]
    Epoch 4:  86%|████████▌ | 28786/33666 [15:59<02:42, 30.01it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3537/8416 [00:28<00:39, 122.73it/s]
    Epoch 4:  86%|████████▌ | 28787/33666 [15:59<02:42, 30.01it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3538/8416 [00:28<00:39, 122.73it/s]
    Epoch 4:  86%|████████▌ | 28788/33666 [15:59<02:42, 30.01it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3539/8416 [00:28<00:39, 122.73it/s]
    Epoch 4:  86%|████████▌ | 28789/33666 [15:59<02:42, 30.01it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3540/8416 [00:28<00:39, 122.73it/s]
    Epoch 4:  86%|████████▌ | 28790/33666 [15:59<02:42, 30.01it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3541/8416 [00:28<00:39, 122.73it/s]
    Epoch 4:  86%|████████▌ | 28791/33666 [15:59<02:42, 30.01it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3542/8416 [00:28<00:39, 122.73it/s]
    Epoch 4:  86%|████████▌ | 28792/33666 [15:59<02:42, 30.01it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3543/8416 [00:28<00:39, 122.73it/s]
    Epoch 4:  86%|████████▌ | 28793/33666 [15:59<02:42, 30.01it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3544/8416 [00:28<00:39, 122.73it/s]
    Epoch 4:  86%|████████▌ | 28794/33666 [15:59<02:42, 30.01it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3545/8416 [00:28<00:39, 122.74it/s]
    Epoch 4:  86%|████████▌ | 28795/33666 [15:59<02:42, 30.02it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3546/8416 [00:28<00:39, 122.74it/s]
    Epoch 4:  86%|████████▌ | 28796/33666 [15:59<02:42, 30.02it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3547/8416 [00:28<00:39, 122.74it/s]
    Epoch 4:  86%|████████▌ | 28797/33666 [15:59<02:42, 30.02it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3548/8416 [00:28<00:39, 122.74it/s]
    Epoch 4:  86%|████████▌ | 28798/33666 [15:59<02:42, 30.02it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3549/8416 [00:28<00:39, 122.74it/s]
    Epoch 4:  86%|████████▌ | 28799/33666 [15:59<02:42, 30.02it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3550/8416 [00:28<00:39, 122.74it/s]
    Epoch 4:  86%|████████▌ | 28800/33666 [15:59<02:42, 30.02it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3551/8416 [00:28<00:39, 122.74it/s]
    Epoch 4:  86%|████████▌ | 28801/33666 [15:59<02:42, 30.02it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3552/8416 [00:28<00:39, 122.74it/s]
    Epoch 4:  86%|████████▌ | 28802/33666 [15:59<02:42, 30.02it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3553/8416 [00:28<00:39, 122.74it/s]
    Epoch 4:  86%|████████▌ | 28803/33666 [15:59<02:41, 30.02it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3554/8416 [00:28<00:39, 122.73it/s]
    Epoch 4:  86%|████████▌ | 28804/33666 [15:59<02:41, 30.02it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3555/8416 [00:28<00:39, 122.73it/s]
    Epoch 4:  86%|████████▌ | 28805/33666 [15:59<02:41, 30.02it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3556/8416 [00:28<00:39, 122.73it/s]
    Epoch 4:  86%|████████▌ | 28806/33666 [15:59<02:41, 30.02it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3557/8416 [00:28<00:39, 122.73it/s]
    Epoch 4:  86%|████████▌ | 28807/33666 [15:59<02:41, 30.02it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3558/8416 [00:28<00:39, 122.74it/s]
    Epoch 4:  86%|████████▌ | 28808/33666 [15:59<02:41, 30.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3559/8416 [00:28<00:39, 122.74it/s]
    Epoch 4:  86%|████████▌ | 28809/33666 [15:59<02:41, 30.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3560/8416 [00:29<00:39, 122.74it/s]
    Epoch 4:  86%|████████▌ | 28810/33666 [15:59<02:41, 30.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3561/8416 [00:29<00:39, 122.74it/s]
    Epoch 4:  86%|████████▌ | 28811/33666 [15:59<02:41, 30.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3562/8416 [00:29<00:39, 122.74it/s]
    Epoch 4:  86%|████████▌ | 28812/33666 [15:59<02:41, 30.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3563/8416 [00:29<00:39, 122.74it/s]
    Epoch 4:  86%|████████▌ | 28813/33666 [15:59<02:41, 30.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3564/8416 [00:29<00:39, 122.74it/s]
    Epoch 4:  86%|████████▌ | 28814/33666 [15:59<02:41, 30.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3565/8416 [00:29<00:39, 122.74it/s]
    Epoch 4:  86%|████████▌ | 28815/33666 [15:59<02:41, 30.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3566/8416 [00:29<00:39, 122.74it/s]
    Epoch 4:  86%|████████▌ | 28816/33666 [15:59<02:41, 30.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3567/8416 [00:29<00:39, 122.74it/s]
    Epoch 4:  86%|████████▌ | 28817/33666 [15:59<02:41, 30.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3568/8416 [00:29<00:39, 122.74it/s]
    Epoch 4:  86%|████████▌ | 28818/33666 [15:59<02:41, 30.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3569/8416 [00:29<00:39, 122.74it/s]
    Epoch 4:  86%|████████▌ | 28819/33666 [15:59<02:41, 30.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3570/8416 [00:29<00:39, 122.74it/s]
    Epoch 4:  86%|████████▌ | 28820/33666 [15:59<02:41, 30.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3571/8416 [00:29<00:39, 122.74it/s]
    Epoch 4:  86%|████████▌ | 28821/33666 [15:59<02:41, 30.04it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3572/8416 [00:29<00:39, 122.74it/s]
    Epoch 4:  86%|████████▌ | 28822/33666 [15:59<02:41, 30.04it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3573/8416 [00:29<00:39, 122.74it/s]
    Epoch 4:  86%|████████▌ | 28823/33666 [15:59<02:41, 30.04it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3574/8416 [00:29<00:39, 122.74it/s]
    Epoch 4:  86%|████████▌ | 28824/33666 [15:59<02:41, 30.04it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3575/8416 [00:29<00:39, 122.74it/s]
    Epoch 4:  86%|████████▌ | 28825/33666 [15:59<02:41, 30.04it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  42%|████▏     | 3576/8416 [00:29<00:39, 122.74it/s]
    Epoch 4:  86%|████████▌ | 28826/33666 [15:59<02:41, 30.04it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3577/8416 [00:29<00:39, 122.74it/s]
    Epoch 4:  86%|████████▌ | 28827/33666 [15:59<02:41, 30.04it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3578/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28828/33666 [15:59<02:41, 30.04it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3579/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28829/33666 [15:59<02:41, 30.04it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3580/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28830/33666 [15:59<02:40, 30.04it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3581/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28831/33666 [15:59<02:40, 30.04it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3582/8416 [00:29<00:39, 122.74it/s]
    Epoch 4:  86%|████████▌ | 28832/33666 [15:59<02:40, 30.04it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3583/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28833/33666 [15:59<02:40, 30.05it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3584/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28834/33666 [15:59<02:40, 30.05it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3585/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28835/33666 [15:59<02:40, 30.05it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3586/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28836/33666 [15:59<02:40, 30.05it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3587/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28837/33666 [15:59<02:40, 30.05it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3588/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28838/33666 [15:59<02:40, 30.05it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3589/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28839/33666 [15:59<02:40, 30.05it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3590/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28840/33666 [15:59<02:40, 30.05it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3591/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28841/33666 [15:59<02:40, 30.05it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3592/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28842/33666 [15:59<02:40, 30.05it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3593/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28843/33666 [15:59<02:40, 30.05it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3594/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28844/33666 [15:59<02:40, 30.05it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3595/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28845/33666 [15:59<02:40, 30.05it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3596/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28846/33666 [15:59<02:40, 30.06it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3597/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28847/33666 [15:59<02:40, 30.06it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3598/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28848/33666 [15:59<02:40, 30.06it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3599/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28849/33666 [15:59<02:40, 30.06it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3600/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28850/33666 [15:59<02:40, 30.06it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3601/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28851/33666 [15:59<02:40, 30.06it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3602/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28852/33666 [15:59<02:40, 30.06it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3603/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28853/33666 [15:59<02:40, 30.06it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3604/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28854/33666 [15:59<02:40, 30.06it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3605/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28855/33666 [15:59<02:40, 30.06it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3606/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28856/33666 [15:59<02:39, 30.06it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3607/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28857/33666 [15:59<02:39, 30.06it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3608/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28858/33666 [15:59<02:39, 30.06it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3609/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28859/33666 [15:59<02:39, 30.07it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3610/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28860/33666 [15:59<02:39, 30.07it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3611/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28861/33666 [15:59<02:39, 30.07it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3612/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28862/33666 [15:59<02:39, 30.07it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3613/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28863/33666 [15:59<02:39, 30.07it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3614/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28864/33666 [15:59<02:39, 30.07it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3615/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28865/33666 [15:59<02:39, 30.07it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3616/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28866/33666 [15:59<02:39, 30.07it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3617/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28867/33666 [15:59<02:39, 30.07it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3618/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28868/33666 [15:59<02:39, 30.07it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3619/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28869/33666 [15:59<02:39, 30.07it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3620/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28870/33666 [15:59<02:39, 30.07it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3621/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28871/33666 [15:59<02:39, 30.08it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3622/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28872/33666 [15:59<02:39, 30.08it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3623/8416 [00:29<00:39, 122.76it/s]
    Epoch 4:  86%|████████▌ | 28873/33666 [15:59<02:39, 30.08it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3624/8416 [00:29<00:39, 122.75it/s]
    Epoch 4:  86%|████████▌ | 28874/33666 [15:59<02:39, 30.08it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3625/8416 [00:29<00:39, 122.76it/s]
    Epoch 4:  86%|████████▌ | 28875/33666 [15:59<02:39, 30.08it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3626/8416 [00:29<00:39, 122.76it/s]
    Epoch 4:  86%|████████▌ | 28876/33666 [16:00<02:39, 30.08it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3627/8416 [00:29<00:39, 122.76it/s]
    Epoch 4:  86%|████████▌ | 28877/33666 [16:00<02:39, 30.08it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3628/8416 [00:29<00:39, 122.76it/s]
    Epoch 4:  86%|████████▌ | 28878/33666 [16:00<02:39, 30.08it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3629/8416 [00:29<00:38, 122.76it/s]
    Epoch 4:  86%|████████▌ | 28879/33666 [16:00<02:39, 30.08it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3630/8416 [00:29<00:38, 122.76it/s]
    Epoch 4:  86%|████████▌ | 28880/33666 [16:00<02:39, 30.08it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3631/8416 [00:29<00:38, 122.76it/s]
    Epoch 4:  86%|████████▌ | 28881/33666 [16:00<02:39, 30.08it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3632/8416 [00:29<00:38, 122.76it/s]
    Epoch 4:  86%|████████▌ | 28882/33666 [16:00<02:39, 30.08it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3633/8416 [00:29<00:38, 122.76it/s]
    Epoch 4:  86%|████████▌ | 28883/33666 [16:00<02:38, 30.08it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3634/8416 [00:29<00:38, 122.76it/s]
    Epoch 4:  86%|████████▌ | 28884/33666 [16:00<02:38, 30.09it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3635/8416 [00:29<00:38, 122.76it/s]
    Epoch 4:  86%|████████▌ | 28885/33666 [16:00<02:38, 30.09it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3636/8416 [00:29<00:38, 122.76it/s]
    Epoch 4:  86%|████████▌ | 28886/33666 [16:00<02:38, 30.09it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3637/8416 [00:29<00:38, 122.76it/s]
    Epoch 4:  86%|████████▌ | 28887/33666 [16:00<02:38, 30.09it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3638/8416 [00:29<00:38, 122.76it/s]
    Epoch 4:  86%|████████▌ | 28888/33666 [16:00<02:38, 30.09it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3639/8416 [00:29<00:38, 122.76it/s]
    Epoch 4:  86%|████████▌ | 28889/33666 [16:00<02:38, 30.09it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3640/8416 [00:29<00:38, 122.77it/s]
    Epoch 4:  86%|████████▌ | 28890/33666 [16:00<02:38, 30.09it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3641/8416 [00:29<00:38, 122.77it/s]
    Epoch 4:  86%|████████▌ | 28891/33666 [16:00<02:38, 30.09it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3642/8416 [00:29<00:38, 122.77it/s]
    Epoch 4:  86%|████████▌ | 28892/33666 [16:00<02:38, 30.09it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3643/8416 [00:29<00:38, 122.77it/s]
    Epoch 4:  86%|████████▌ | 28893/33666 [16:00<02:38, 30.09it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3644/8416 [00:29<00:38, 122.77it/s]
    Epoch 4:  86%|████████▌ | 28894/33666 [16:00<02:38, 30.09it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3645/8416 [00:29<00:38, 122.77it/s]
    Epoch 4:  86%|████████▌ | 28895/33666 [16:00<02:38, 30.09it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3646/8416 [00:29<00:38, 122.77it/s]
    Epoch 4:  86%|████████▌ | 28896/33666 [16:00<02:38, 30.09it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3647/8416 [00:29<00:38, 122.77it/s]
    Epoch 4:  86%|████████▌ | 28897/33666 [16:00<02:38, 30.10it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3648/8416 [00:29<00:38, 122.77it/s]
    Epoch 4:  86%|████████▌ | 28898/33666 [16:00<02:38, 30.10it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3649/8416 [00:29<00:38, 122.77it/s]
    Epoch 4:  86%|████████▌ | 28899/33666 [16:00<02:38, 30.10it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3650/8416 [00:29<00:38, 122.77it/s]
    Epoch 4:  86%|████████▌ | 28900/33666 [16:00<02:38, 30.10it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3651/8416 [00:29<00:38, 122.77it/s]
    Epoch 4:  86%|████████▌ | 28901/33666 [16:00<02:38, 30.10it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3652/8416 [00:29<00:38, 122.77it/s]
    Epoch 4:  86%|████████▌ | 28902/33666 [16:00<02:38, 30.10it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3653/8416 [00:29<00:38, 122.77it/s]
    Epoch 4:  86%|████████▌ | 28903/33666 [16:00<02:38, 30.10it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3654/8416 [00:29<00:38, 122.77it/s]
    Epoch 4:  86%|████████▌ | 28904/33666 [16:00<02:38, 30.10it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3655/8416 [00:29<00:38, 122.77it/s]
    Epoch 4:  86%|████████▌ | 28905/33666 [16:00<02:38, 30.10it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3656/8416 [00:29<00:38, 122.78it/s]
    Epoch 4:  86%|████████▌ | 28906/33666 [16:00<02:38, 30.10it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3657/8416 [00:29<00:38, 122.78it/s]
    Epoch 4:  86%|████████▌ | 28907/33666 [16:00<02:38, 30.10it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3658/8416 [00:29<00:38, 122.78it/s]
    Epoch 4:  86%|████████▌ | 28908/33666 [16:00<02:38, 30.10it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3659/8416 [00:29<00:38, 122.78it/s]
    Epoch 4:  86%|████████▌ | 28909/33666 [16:00<02:38, 30.11it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  43%|████▎     | 3660/8416 [00:29<00:38, 122.78it/s]
    Epoch 4:  86%|████████▌ | 28910/33666 [16:00<02:37, 30.11it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3661/8416 [00:29<00:38, 122.78it/s]
    Epoch 4:  86%|████████▌ | 28911/33666 [16:00<02:37, 30.11it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3662/8416 [00:29<00:38, 122.78it/s]
    Epoch 4:  86%|████████▌ | 28912/33666 [16:00<02:37, 30.11it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3663/8416 [00:29<00:38, 122.78it/s]
    Epoch 4:  86%|████████▌ | 28913/33666 [16:00<02:37, 30.11it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3664/8416 [00:29<00:38, 122.78it/s]
    Epoch 4:  86%|████████▌ | 28914/33666 [16:00<02:37, 30.11it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3665/8416 [00:29<00:38, 122.78it/s]
    Epoch 4:  86%|████████▌ | 28915/33666 [16:00<02:37, 30.11it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3666/8416 [00:29<00:38, 122.78it/s]
    Epoch 4:  86%|████████▌ | 28916/33666 [16:00<02:37, 30.11it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3667/8416 [00:29<00:38, 122.78it/s]
    Epoch 4:  86%|████████▌ | 28917/33666 [16:00<02:37, 30.11it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3668/8416 [00:29<00:38, 122.78it/s]
    Epoch 4:  86%|████████▌ | 28918/33666 [16:00<02:37, 30.11it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3669/8416 [00:29<00:38, 122.78it/s]
    Epoch 4:  86%|████████▌ | 28919/33666 [16:00<02:37, 30.11it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3670/8416 [00:29<00:38, 122.78it/s]
    Epoch 4:  86%|████████▌ | 28920/33666 [16:00<02:37, 30.11it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3671/8416 [00:29<00:38, 122.78it/s]
    Epoch 4:  86%|████████▌ | 28921/33666 [16:00<02:37, 30.11it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3672/8416 [00:29<00:38, 122.78it/s]
    Epoch 4:  86%|████████▌ | 28922/33666 [16:00<02:37, 30.12it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3673/8416 [00:29<00:38, 122.78it/s]
    Epoch 4:  86%|████████▌ | 28923/33666 [16:00<02:37, 30.12it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3674/8416 [00:29<00:38, 122.79it/s]
    Epoch 4:  86%|████████▌ | 28924/33666 [16:00<02:37, 30.12it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3675/8416 [00:29<00:38, 122.79it/s]
    Epoch 4:  86%|████████▌ | 28925/33666 [16:00<02:37, 30.12it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3676/8416 [00:29<00:38, 122.79it/s]
    Epoch 4:  86%|████████▌ | 28926/33666 [16:00<02:37, 30.12it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3677/8416 [00:29<00:38, 122.79it/s]
    Epoch 4:  86%|████████▌ | 28927/33666 [16:00<02:37, 30.12it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3678/8416 [00:29<00:38, 122.79it/s]
    Epoch 4:  86%|████████▌ | 28928/33666 [16:00<02:37, 30.12it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3679/8416 [00:29<00:38, 122.79it/s]
    Epoch 4:  86%|████████▌ | 28929/33666 [16:00<02:37, 30.12it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3680/8416 [00:29<00:38, 122.79it/s]
    Epoch 4:  86%|████████▌ | 28930/33666 [16:00<02:37, 30.12it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▎     | 3681/8416 [00:29<00:38, 122.79it/s]
    Epoch 4:  86%|████████▌ | 28931/33666 [16:00<02:37, 30.12it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3682/8416 [00:29<00:38, 122.79it/s]
    Epoch 4:  86%|████████▌ | 28932/33666 [16:00<02:37, 30.12it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3683/8416 [00:29<00:38, 122.79it/s]
    Epoch 4:  86%|████████▌ | 28933/33666 [16:00<02:37, 30.12it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3684/8416 [00:30<00:38, 122.80it/s]
    Epoch 4:  86%|████████▌ | 28934/33666 [16:00<02:37, 30.12it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3685/8416 [00:30<00:38, 122.80it/s]
    Epoch 4:  86%|████████▌ | 28935/33666 [16:00<02:37, 30.13it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3686/8416 [00:30<00:38, 122.80it/s]
    Epoch 4:  86%|████████▌ | 28936/33666 [16:00<02:37, 30.13it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3687/8416 [00:30<00:38, 122.79it/s]
    Epoch 4:  86%|████████▌ | 28937/33666 [16:00<02:36, 30.13it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3688/8416 [00:30<00:38, 122.79it/s]
    Epoch 4:  86%|████████▌ | 28938/33666 [16:00<02:36, 30.13it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3689/8416 [00:30<00:38, 122.79it/s]
    Epoch 4:  86%|████████▌ | 28939/33666 [16:00<02:36, 30.13it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3690/8416 [00:30<00:38, 122.79it/s]
    Epoch 4:  86%|████████▌ | 28940/33666 [16:00<02:36, 30.13it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3691/8416 [00:30<00:38, 122.79it/s]
    Epoch 4:  86%|████████▌ | 28941/33666 [16:00<02:36, 30.13it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3692/8416 [00:30<00:38, 122.79it/s]
    Epoch 4:  86%|████████▌ | 28942/33666 [16:00<02:36, 30.13it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3693/8416 [00:30<00:38, 122.79it/s]
    Epoch 4:  86%|████████▌ | 28943/33666 [16:00<02:36, 30.13it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3694/8416 [00:30<00:38, 122.79it/s]
    Epoch 4:  86%|████████▌ | 28944/33666 [16:00<02:36, 30.13it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3695/8416 [00:30<00:38, 122.79it/s]
    Epoch 4:  86%|████████▌ | 28945/33666 [16:00<02:36, 30.13it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3696/8416 [00:30<00:38, 122.79it/s]
    Epoch 4:  86%|████████▌ | 28946/33666 [16:00<02:36, 30.13it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3697/8416 [00:30<00:38, 122.79it/s]
    Epoch 4:  86%|████████▌ | 28947/33666 [16:00<02:36, 30.14it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3698/8416 [00:30<00:38, 122.79it/s]
    Epoch 4:  86%|████████▌ | 28948/33666 [16:00<02:36, 30.14it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3699/8416 [00:30<00:38, 122.79it/s]
    Epoch 4:  86%|████████▌ | 28949/33666 [16:00<02:36, 30.14it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3700/8416 [00:30<00:38, 122.79it/s]
    Epoch 4:  86%|████████▌ | 28950/33666 [16:00<02:36, 30.14it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3701/8416 [00:30<00:38, 122.79it/s]
    Epoch 4:  86%|████████▌ | 28951/33666 [16:00<02:36, 30.14it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3702/8416 [00:30<00:38, 122.79it/s]
    Epoch 4:  86%|████████▌ | 28952/33666 [16:00<02:36, 30.14it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3703/8416 [00:30<00:38, 122.79it/s]
    Epoch 4:  86%|████████▌ | 28953/33666 [16:00<02:36, 30.14it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3704/8416 [00:30<00:38, 122.79it/s]
    Epoch 4:  86%|████████▌ | 28954/33666 [16:00<02:36, 30.14it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3705/8416 [00:30<00:38, 122.79it/s]
    Epoch 4:  86%|████████▌ | 28955/33666 [16:00<02:36, 30.14it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3706/8416 [00:30<00:38, 122.79it/s]
    Epoch 4:  86%|████████▌ | 28956/33666 [16:00<02:36, 30.14it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3707/8416 [00:30<00:38, 122.79it/s]
    Epoch 4:  86%|████████▌ | 28957/33666 [16:00<02:36, 30.14it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3708/8416 [00:30<00:38, 122.79it/s]
    Epoch 4:  86%|████████▌ | 28958/33666 [16:00<02:36, 30.14it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3709/8416 [00:30<00:38, 122.79it/s]
    Epoch 4:  86%|████████▌ | 28959/33666 [16:00<02:36, 30.14it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3710/8416 [00:30<00:38, 122.79it/s]
    Epoch 4:  86%|████████▌ | 28960/33666 [16:00<02:36, 30.15it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3711/8416 [00:30<00:38, 122.79it/s]
    Epoch 4:  86%|████████▌ | 28961/33666 [16:00<02:36, 30.15it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3712/8416 [00:30<00:38, 122.79it/s]
    Epoch 4:  86%|████████▌ | 28962/33666 [16:00<02:36, 30.15it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3713/8416 [00:30<00:38, 122.79it/s]
    Epoch 4:  86%|████████▌ | 28963/33666 [16:00<02:35, 30.15it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3714/8416 [00:30<00:38, 122.80it/s]
    Epoch 4:  86%|████████▌ | 28964/33666 [16:00<02:35, 30.15it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3715/8416 [00:30<00:38, 122.80it/s]
    Epoch 4:  86%|████████▌ | 28965/33666 [16:00<02:35, 30.15it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3716/8416 [00:30<00:38, 122.80it/s]
    Epoch 4:  86%|████████▌ | 28966/33666 [16:00<02:35, 30.15it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3717/8416 [00:30<00:38, 122.80it/s]
    Epoch 4:  86%|████████▌ | 28967/33666 [16:00<02:35, 30.15it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3718/8416 [00:30<00:38, 122.80it/s]
    Epoch 4:  86%|████████▌ | 28968/33666 [16:00<02:35, 30.15it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3719/8416 [00:30<00:38, 122.80it/s]
    Epoch 4:  86%|████████▌ | 28969/33666 [16:00<02:35, 30.15it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3720/8416 [00:30<00:38, 122.80it/s]
    Epoch 4:  86%|████████▌ | 28970/33666 [16:00<02:35, 30.15it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3721/8416 [00:30<00:38, 122.80it/s]
    Epoch 4:  86%|████████▌ | 28971/33666 [16:00<02:35, 30.15it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3722/8416 [00:30<00:38, 122.81it/s]
    Epoch 4:  86%|████████▌ | 28972/33666 [16:00<02:35, 30.15it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3723/8416 [00:30<00:38, 122.81it/s]
    Epoch 4:  86%|████████▌ | 28973/33666 [16:00<02:35, 30.16it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3724/8416 [00:30<00:38, 122.81it/s]
    Epoch 4:  86%|████████▌ | 28974/33666 [16:00<02:35, 30.16it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3725/8416 [00:30<00:38, 122.81it/s]
    Epoch 4:  86%|████████▌ | 28975/33666 [16:00<02:35, 30.16it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3726/8416 [00:30<00:38, 122.81it/s]
    Epoch 4:  86%|████████▌ | 28976/33666 [16:00<02:35, 30.16it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3727/8416 [00:30<00:38, 122.81it/s]
    Epoch 4:  86%|████████▌ | 28977/33666 [16:00<02:35, 30.16it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3728/8416 [00:30<00:38, 122.81it/s]
    Epoch 4:  86%|████████▌ | 28978/33666 [16:00<02:35, 30.16it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3729/8416 [00:30<00:38, 122.81it/s]
    Epoch 4:  86%|████████▌ | 28979/33666 [16:00<02:35, 30.16it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3730/8416 [00:30<00:38, 122.82it/s]
    Epoch 4:  86%|████████▌ | 28980/33666 [16:00<02:35, 30.16it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3731/8416 [00:30<00:38, 122.82it/s]
    Epoch 4:  86%|████████▌ | 28981/33666 [16:00<02:35, 30.16it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3732/8416 [00:30<00:38, 122.82it/s]
    Epoch 4:  86%|████████▌ | 28982/33666 [16:00<02:35, 30.16it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3733/8416 [00:30<00:38, 122.82it/s]
    Epoch 4:  86%|████████▌ | 28983/33666 [16:00<02:35, 30.16it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3734/8416 [00:30<00:38, 122.82it/s]
    Epoch 4:  86%|████████▌ | 28984/33666 [16:00<02:35, 30.16it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3735/8416 [00:30<00:38, 122.82it/s]
    Epoch 4:  86%|████████▌ | 28985/33666 [16:00<02:35, 30.17it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3736/8416 [00:30<00:38, 122.82it/s]
    Epoch 4:  86%|████████▌ | 28986/33666 [16:00<02:35, 30.17it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3737/8416 [00:30<00:38, 122.82it/s]
    Epoch 4:  86%|████████▌ | 28987/33666 [16:00<02:35, 30.17it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3738/8416 [00:30<00:38, 122.82it/s]
    Epoch 4:  86%|████████▌ | 28988/33666 [16:00<02:35, 30.17it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3739/8416 [00:30<00:38, 122.83it/s]
    Epoch 4:  86%|████████▌ | 28989/33666 [16:00<02:35, 30.17it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3740/8416 [00:30<00:38, 122.83it/s]
    Epoch 4:  86%|████████▌ | 28990/33666 [16:00<02:34, 30.17it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3741/8416 [00:30<00:38, 122.83it/s]
    Epoch 4:  86%|████████▌ | 28991/33666 [16:00<02:34, 30.17it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3742/8416 [00:30<00:38, 122.83it/s]
    Epoch 4:  86%|████████▌ | 28992/33666 [16:00<02:34, 30.17it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3743/8416 [00:30<00:38, 122.83it/s]
    Epoch 4:  86%|████████▌ | 28993/33666 [16:00<02:34, 30.17it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3744/8416 [00:30<00:38, 122.83it/s]
    Epoch 4:  86%|████████▌ | 28994/33666 [16:00<02:34, 30.17it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  44%|████▍     | 3745/8416 [00:30<00:38, 122.83it/s]
    Epoch 4:  86%|████████▌ | 28995/33666 [16:00<02:34, 30.17it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3746/8416 [00:30<00:38, 122.83it/s]
    Epoch 4:  86%|████████▌ | 28996/33666 [16:00<02:34, 30.17it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3747/8416 [00:30<00:38, 122.83it/s]
    Epoch 4:  86%|████████▌ | 28997/33666 [16:00<02:34, 30.17it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3748/8416 [00:30<00:38, 122.84it/s]
    Epoch 4:  86%|████████▌ | 28998/33666 [16:00<02:34, 30.18it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3749/8416 [00:30<00:37, 122.84it/s]
    Epoch 4:  86%|████████▌ | 28999/33666 [16:00<02:34, 30.18it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3750/8416 [00:30<00:37, 122.84it/s]
    Epoch 4:  86%|████████▌ | 29000/33666 [16:00<02:34, 30.18it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3751/8416 [00:30<00:37, 122.84it/s]
    Epoch 4:  86%|████████▌ | 29001/33666 [16:01<02:34, 30.18it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3752/8416 [00:30<00:37, 122.84it/s]
    Epoch 4:  86%|████████▌ | 29002/33666 [16:01<02:34, 30.18it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3753/8416 [00:30<00:37, 122.84it/s]
    Epoch 4:  86%|████████▌ | 29003/33666 [16:01<02:34, 30.18it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3754/8416 [00:30<00:37, 122.84it/s]
    Epoch 4:  86%|████████▌ | 29004/33666 [16:01<02:34, 30.18it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3755/8416 [00:30<00:37, 122.84it/s]
    Epoch 4:  86%|████████▌ | 29005/33666 [16:01<02:34, 30.18it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3756/8416 [00:30<00:37, 122.84it/s]
    Epoch 4:  86%|████████▌ | 29006/33666 [16:01<02:34, 30.18it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3757/8416 [00:30<00:37, 122.84it/s]
    Epoch 4:  86%|████████▌ | 29007/33666 [16:01<02:34, 30.18it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3758/8416 [00:30<00:37, 122.84it/s]
    Epoch 4:  86%|████████▌ | 29008/33666 [16:01<02:34, 30.18it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3759/8416 [00:30<00:37, 122.84it/s]
    Epoch 4:  86%|████████▌ | 29009/33666 [16:01<02:34, 30.18it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3760/8416 [00:30<00:37, 122.84it/s]
    Epoch 4:  86%|████████▌ | 29010/33666 [16:01<02:34, 30.18it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3761/8416 [00:30<00:37, 122.84it/s]
    Epoch 4:  86%|████████▌ | 29011/33666 [16:01<02:34, 30.19it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3762/8416 [00:30<00:37, 122.84it/s]
    Epoch 4:  86%|████████▌ | 29012/33666 [16:01<02:34, 30.19it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3763/8416 [00:30<00:37, 122.84it/s]
    Epoch 4:  86%|████████▌ | 29013/33666 [16:01<02:34, 30.19it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3764/8416 [00:30<00:37, 122.84it/s]
    Epoch 4:  86%|████████▌ | 29014/33666 [16:01<02:34, 30.19it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3765/8416 [00:30<00:37, 122.84it/s]
    Epoch 4:  86%|████████▌ | 29015/33666 [16:01<02:34, 30.19it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3766/8416 [00:30<00:37, 122.84it/s]
    Epoch 4:  86%|████████▌ | 29016/33666 [16:01<02:34, 30.19it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3767/8416 [00:30<00:37, 122.84it/s]
    Epoch 4:  86%|████████▌ | 29017/33666 [16:01<02:33, 30.19it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3768/8416 [00:30<00:37, 122.84it/s]
    Epoch 4:  86%|████████▌ | 29018/33666 [16:01<02:33, 30.19it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3769/8416 [00:30<00:37, 122.84it/s]
    Epoch 4:  86%|████████▌ | 29019/33666 [16:01<02:33, 30.19it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3770/8416 [00:30<00:37, 122.84it/s]
    Epoch 4:  86%|████████▌ | 29020/33666 [16:01<02:33, 30.19it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3771/8416 [00:30<00:37, 122.84it/s]
    Epoch 4:  86%|████████▌ | 29021/33666 [16:01<02:33, 30.19it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3772/8416 [00:30<00:37, 122.84it/s]
    Epoch 4:  86%|████████▌ | 29022/33666 [16:01<02:33, 30.19it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3773/8416 [00:30<00:37, 122.84it/s]
    Epoch 4:  86%|████████▌ | 29023/33666 [16:01<02:33, 30.20it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3774/8416 [00:30<00:37, 122.83it/s]
    Epoch 4:  86%|████████▌ | 29024/33666 [16:01<02:33, 30.20it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3775/8416 [00:30<00:37, 122.83it/s]
    Epoch 4:  86%|████████▌ | 29025/33666 [16:01<02:33, 30.20it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3776/8416 [00:30<00:37, 122.83it/s]
    Epoch 4:  86%|████████▌ | 29026/33666 [16:01<02:33, 30.20it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3777/8416 [00:30<00:37, 122.83it/s]
    Epoch 4:  86%|████████▌ | 29027/33666 [16:01<02:33, 30.20it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3778/8416 [00:30<00:37, 122.83it/s]
    Epoch 4:  86%|████████▌ | 29028/33666 [16:01<02:33, 30.20it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3779/8416 [00:30<00:37, 122.83it/s]
    Epoch 4:  86%|████████▌ | 29029/33666 [16:01<02:33, 30.20it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3780/8416 [00:30<00:37, 122.83it/s]
    Epoch 4:  86%|████████▌ | 29030/33666 [16:01<02:33, 30.20it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3781/8416 [00:30<00:37, 122.83it/s]
    Epoch 4:  86%|████████▌ | 29031/33666 [16:01<02:33, 30.20it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3782/8416 [00:30<00:37, 122.83it/s]
    Epoch 4:  86%|████████▌ | 29032/33666 [16:01<02:33, 30.20it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3783/8416 [00:30<00:37, 122.83it/s]
    Epoch 4:  86%|████████▌ | 29033/33666 [16:01<02:33, 30.20it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3784/8416 [00:30<00:37, 122.83it/s]
    Epoch 4:  86%|████████▌ | 29034/33666 [16:01<02:33, 30.20it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3785/8416 [00:30<00:37, 122.83it/s]
    Epoch 4:  86%|████████▌ | 29035/33666 [16:01<02:33, 30.20it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3786/8416 [00:30<00:37, 122.83it/s]
    Epoch 4:  86%|████████▌ | 29036/33666 [16:01<02:33, 30.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▍     | 3787/8416 [00:30<00:37, 122.83it/s]
    Epoch 4:  86%|████████▋ | 29037/33666 [16:01<02:33, 30.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3788/8416 [00:30<00:37, 122.83it/s]
    Epoch 4:  86%|████████▋ | 29038/33666 [16:01<02:33, 30.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3789/8416 [00:30<00:37, 122.83it/s]
    Epoch 4:  86%|████████▋ | 29039/33666 [16:01<02:33, 30.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3790/8416 [00:30<00:37, 122.83it/s]
    Epoch 4:  86%|████████▋ | 29040/33666 [16:01<02:33, 30.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3791/8416 [00:30<00:37, 122.83it/s]
    Epoch 4:  86%|████████▋ | 29041/33666 [16:01<02:33, 30.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3792/8416 [00:30<00:37, 122.83it/s]
    Epoch 4:  86%|████████▋ | 29042/33666 [16:01<02:33, 30.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3793/8416 [00:30<00:37, 122.83it/s]
    Epoch 4:  86%|████████▋ | 29043/33666 [16:01<02:33, 30.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3794/8416 [00:30<00:37, 122.83it/s]
    Epoch 4:  86%|████████▋ | 29044/33666 [16:01<02:32, 30.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3795/8416 [00:30<00:37, 122.83it/s]
    Epoch 4:  86%|████████▋ | 29045/33666 [16:01<02:32, 30.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3796/8416 [00:30<00:37, 122.83it/s]
    Epoch 4:  86%|████████▋ | 29046/33666 [16:01<02:32, 30.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3797/8416 [00:30<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29047/33666 [16:01<02:32, 30.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3798/8416 [00:30<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29048/33666 [16:01<02:32, 30.21it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3799/8416 [00:30<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29049/33666 [16:01<02:32, 30.22it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3800/8416 [00:30<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29050/33666 [16:01<02:32, 30.22it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3801/8416 [00:30<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29051/33666 [16:01<02:32, 30.22it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3802/8416 [00:30<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29052/33666 [16:01<02:32, 30.22it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3803/8416 [00:30<00:37, 122.83it/s]
    Epoch 4:  86%|████████▋ | 29053/33666 [16:01<02:32, 30.22it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3804/8416 [00:30<00:37, 122.83it/s]
    Epoch 4:  86%|████████▋ | 29054/33666 [16:01<02:32, 30.22it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3805/8416 [00:30<00:37, 122.83it/s]
    Epoch 4:  86%|████████▋ | 29055/33666 [16:01<02:32, 30.22it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3806/8416 [00:30<00:37, 122.83it/s]
    Epoch 4:  86%|████████▋ | 29056/33666 [16:01<02:32, 30.22it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3807/8416 [00:30<00:37, 122.83it/s]
    Epoch 4:  86%|████████▋ | 29057/33666 [16:01<02:32, 30.22it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3808/8416 [00:31<00:37, 122.83it/s]
    Epoch 4:  86%|████████▋ | 29058/33666 [16:01<02:32, 30.22it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3809/8416 [00:31<00:37, 122.83it/s]
    Epoch 4:  86%|████████▋ | 29059/33666 [16:01<02:32, 30.22it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3810/8416 [00:31<00:37, 122.83it/s]
    Epoch 4:  86%|████████▋ | 29060/33666 [16:01<02:32, 30.22it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3811/8416 [00:31<00:37, 122.83it/s]
    Epoch 4:  86%|████████▋ | 29061/33666 [16:01<02:32, 30.22it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3812/8416 [00:31<00:37, 122.83it/s]
    Epoch 4:  86%|████████▋ | 29062/33666 [16:01<02:32, 30.23it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3813/8416 [00:31<00:37, 122.83it/s]
    Epoch 4:  86%|████████▋ | 29063/33666 [16:01<02:32, 30.23it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3814/8416 [00:31<00:37, 122.83it/s]
    Epoch 4:  86%|████████▋ | 29064/33666 [16:01<02:32, 30.23it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3815/8416 [00:31<00:37, 122.83it/s]
    Epoch 4:  86%|████████▋ | 29065/33666 [16:01<02:32, 30.23it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3816/8416 [00:31<00:37, 122.83it/s]
    Epoch 4:  86%|████████▋ | 29066/33666 [16:01<02:32, 30.23it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3817/8416 [00:31<00:37, 122.83it/s]
    Epoch 4:  86%|████████▋ | 29067/33666 [16:01<02:32, 30.23it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3818/8416 [00:31<00:37, 122.83it/s]
    Epoch 4:  86%|████████▋ | 29068/33666 [16:01<02:32, 30.23it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3819/8416 [00:31<00:37, 122.83it/s]
    Epoch 4:  86%|████████▋ | 29069/33666 [16:01<02:32, 30.23it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3820/8416 [00:31<00:37, 122.84it/s]
    Epoch 4:  86%|████████▋ | 29070/33666 [16:01<02:32, 30.23it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3821/8416 [00:31<00:37, 122.84it/s]
    Epoch 4:  86%|████████▋ | 29071/33666 [16:01<02:31, 30.23it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3822/8416 [00:31<00:37, 122.84it/s]
    Epoch 4:  86%|████████▋ | 29072/33666 [16:01<02:31, 30.23it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3823/8416 [00:31<00:37, 122.84it/s]
    Epoch 4:  86%|████████▋ | 29073/33666 [16:01<02:31, 30.23it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3824/8416 [00:31<00:37, 122.84it/s]
    Epoch 4:  86%|████████▋ | 29074/33666 [16:01<02:31, 30.24it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3825/8416 [00:31<00:37, 122.84it/s]
    Epoch 4:  86%|████████▋ | 29075/33666 [16:01<02:31, 30.24it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3826/8416 [00:31<00:37, 122.84it/s]
    Epoch 4:  86%|████████▋ | 29076/33666 [16:01<02:31, 30.24it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3827/8416 [00:31<00:37, 122.84it/s]
    Epoch 4:  86%|████████▋ | 29077/33666 [16:01<02:31, 30.24it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3828/8416 [00:31<00:37, 122.84it/s]
    Epoch 4:  86%|████████▋ | 29078/33666 [16:01<02:31, 30.24it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  45%|████▌     | 3829/8416 [00:31<00:37, 122.84it/s]
    Epoch 4:  86%|████████▋ | 29079/33666 [16:01<02:31, 30.24it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3830/8416 [00:31<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29080/33666 [16:01<02:31, 30.24it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3831/8416 [00:31<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29081/33666 [16:01<02:31, 30.24it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3832/8416 [00:31<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29082/33666 [16:01<02:31, 30.24it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3833/8416 [00:31<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29083/33666 [16:01<02:31, 30.24it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3834/8416 [00:31<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29084/33666 [16:01<02:31, 30.24it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3835/8416 [00:31<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29085/33666 [16:01<02:31, 30.24it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3836/8416 [00:31<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29086/33666 [16:01<02:31, 30.24it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3837/8416 [00:31<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29087/33666 [16:01<02:31, 30.25it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3838/8416 [00:31<00:37, 122.81it/s]
    Epoch 4:  86%|████████▋ | 29088/33666 [16:01<02:31, 30.25it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3839/8416 [00:31<00:37, 122.81it/s]
    Epoch 4:  86%|████████▋ | 29089/33666 [16:01<02:31, 30.25it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3840/8416 [00:31<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29090/33666 [16:01<02:31, 30.25it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3841/8416 [00:31<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29091/33666 [16:01<02:31, 30.25it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3842/8416 [00:31<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29092/33666 [16:01<02:31, 30.25it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3843/8416 [00:31<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29093/33666 [16:01<02:31, 30.25it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3844/8416 [00:31<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29094/33666 [16:01<02:31, 30.25it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3845/8416 [00:31<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29095/33666 [16:01<02:31, 30.25it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3846/8416 [00:31<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29096/33666 [16:01<02:31, 30.25it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3847/8416 [00:31<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29097/33666 [16:01<02:31, 30.25it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3848/8416 [00:31<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29098/33666 [16:01<02:30, 30.25it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3849/8416 [00:31<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29099/33666 [16:01<02:30, 30.25it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3850/8416 [00:31<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29100/33666 [16:01<02:30, 30.26it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3851/8416 [00:31<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29101/33666 [16:01<02:30, 30.26it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3852/8416 [00:31<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29102/33666 [16:01<02:30, 30.26it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3853/8416 [00:31<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29103/33666 [16:01<02:30, 30.26it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3854/8416 [00:31<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29104/33666 [16:01<02:30, 30.26it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3855/8416 [00:31<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29105/33666 [16:01<02:30, 30.26it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3856/8416 [00:31<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29106/33666 [16:01<02:30, 30.26it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3857/8416 [00:31<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29107/33666 [16:01<02:30, 30.26it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3858/8416 [00:31<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29108/33666 [16:01<02:30, 30.26it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3859/8416 [00:31<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29109/33666 [16:01<02:30, 30.26it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3860/8416 [00:31<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29110/33666 [16:01<02:30, 30.26it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3861/8416 [00:31<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29111/33666 [16:01<02:30, 30.26it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3862/8416 [00:31<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29112/33666 [16:01<02:30, 30.26it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3863/8416 [00:31<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29113/33666 [16:01<02:30, 30.27it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3864/8416 [00:31<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29114/33666 [16:01<02:30, 30.27it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3865/8416 [00:31<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29115/33666 [16:01<02:30, 30.27it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3866/8416 [00:31<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29116/33666 [16:01<02:30, 30.27it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3867/8416 [00:31<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29117/33666 [16:01<02:30, 30.27it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3868/8416 [00:31<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29118/33666 [16:01<02:30, 30.27it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3869/8416 [00:31<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29119/33666 [16:01<02:30, 30.27it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3870/8416 [00:31<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29120/33666 [16:01<02:30, 30.27it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3871/8416 [00:31<00:37, 122.82it/s]
    Epoch 4:  86%|████████▋ | 29121/33666 [16:01<02:30, 30.27it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3872/8416 [00:31<00:36, 122.82it/s]
    Epoch 4:  87%|████████▋ | 29122/33666 [16:01<02:30, 30.27it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3873/8416 [00:31<00:36, 122.82it/s]
    Epoch 4:  87%|████████▋ | 29123/33666 [16:02<02:30, 30.27it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3874/8416 [00:31<00:36, 122.82it/s]
    Epoch 4:  87%|████████▋ | 29124/33666 [16:02<02:30, 30.27it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3875/8416 [00:31<00:36, 122.82it/s]
    Epoch 4:  87%|████████▋ | 29125/33666 [16:02<02:29, 30.27it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3876/8416 [00:31<00:36, 122.82it/s]
    Epoch 4:  87%|████████▋ | 29126/33666 [16:02<02:29, 30.28it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3877/8416 [00:31<00:36, 122.82it/s]
    Epoch 4:  87%|████████▋ | 29127/33666 [16:02<02:29, 30.28it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3878/8416 [00:31<00:36, 122.82it/s]
    Epoch 4:  87%|████████▋ | 29128/33666 [16:02<02:29, 30.28it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3879/8416 [00:31<00:36, 122.82it/s]
    Epoch 4:  87%|████████▋ | 29129/33666 [16:02<02:29, 30.28it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3880/8416 [00:31<00:36, 122.82it/s]
    Epoch 4:  87%|████████▋ | 29130/33666 [16:02<02:29, 30.28it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3881/8416 [00:31<00:36, 122.82it/s]
    Epoch 4:  87%|████████▋ | 29131/33666 [16:02<02:29, 30.28it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3882/8416 [00:31<00:36, 122.82it/s]
    Epoch 4:  87%|████████▋ | 29132/33666 [16:02<02:29, 30.28it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3883/8416 [00:31<00:36, 122.82it/s]
    Epoch 4:  87%|████████▋ | 29133/33666 [16:02<02:29, 30.28it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3884/8416 [00:31<00:36, 122.82it/s]
    Epoch 4:  87%|████████▋ | 29134/33666 [16:02<02:29, 30.28it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3885/8416 [00:31<00:36, 122.82it/s]
    Epoch 4:  87%|████████▋ | 29135/33666 [16:02<02:29, 30.28it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3886/8416 [00:31<00:36, 122.82it/s]
    Epoch 4:  87%|████████▋ | 29136/33666 [16:02<02:29, 30.28it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3887/8416 [00:31<00:36, 122.82it/s]
    Epoch 4:  87%|████████▋ | 29137/33666 [16:02<02:29, 30.28it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3888/8416 [00:31<00:36, 122.82it/s]
    Epoch 4:  87%|████████▋ | 29138/33666 [16:02<02:29, 30.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3889/8416 [00:31<00:36, 122.82it/s]
    Epoch 4:  87%|████████▋ | 29139/33666 [16:02<02:29, 30.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3890/8416 [00:31<00:36, 122.82it/s]
    Epoch 4:  87%|████████▋ | 29140/33666 [16:02<02:29, 30.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3891/8416 [00:31<00:36, 122.82it/s]
    Epoch 4:  87%|████████▋ | 29141/33666 [16:02<02:29, 30.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▌     | 3892/8416 [00:31<00:36, 122.82it/s]
    Epoch 4:  87%|████████▋ | 29142/33666 [16:02<02:29, 30.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3893/8416 [00:31<00:36, 122.82it/s]
    Epoch 4:  87%|████████▋ | 29143/33666 [16:02<02:29, 30.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3894/8416 [00:31<00:36, 122.82it/s]
    Epoch 4:  87%|████████▋ | 29144/33666 [16:02<02:29, 30.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3895/8416 [00:31<00:36, 122.82it/s]
    Epoch 4:  87%|████████▋ | 29145/33666 [16:02<02:29, 30.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3896/8416 [00:31<00:36, 122.82it/s]
    Epoch 4:  87%|████████▋ | 29146/33666 [16:02<02:29, 30.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3897/8416 [00:31<00:36, 122.82it/s]
    Epoch 4:  87%|████████▋ | 29147/33666 [16:02<02:29, 30.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3898/8416 [00:31<00:36, 122.82it/s]
    Epoch 4:  87%|████████▋ | 29148/33666 [16:02<02:29, 30.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3899/8416 [00:31<00:36, 122.82it/s]
    Epoch 4:  87%|████████▋ | 29149/33666 [16:02<02:29, 30.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3900/8416 [00:31<00:36, 122.82it/s]
    Epoch 4:  87%|████████▋ | 29150/33666 [16:02<02:29, 30.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3901/8416 [00:31<00:36, 122.82it/s]
    Epoch 4:  87%|████████▋ | 29151/33666 [16:02<02:29, 30.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3902/8416 [00:31<00:36, 122.82it/s]
    Epoch 4:  87%|████████▋ | 29152/33666 [16:02<02:28, 30.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3903/8416 [00:31<00:36, 122.82it/s]
    Epoch 4:  87%|████████▋ | 29153/33666 [16:02<02:28, 30.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3904/8416 [00:31<00:36, 122.82it/s]
    Epoch 4:  87%|████████▋ | 29154/33666 [16:02<02:28, 30.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3905/8416 [00:31<00:36, 122.82it/s]
    Epoch 4:  87%|████████▋ | 29155/33666 [16:02<02:28, 30.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3906/8416 [00:31<00:36, 122.82it/s]
    Epoch 4:  87%|████████▋ | 29156/33666 [16:02<02:28, 30.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3907/8416 [00:31<00:36, 122.82it/s]
    Epoch 4:  87%|████████▋ | 29157/33666 [16:02<02:28, 30.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3908/8416 [00:31<00:36, 122.83it/s]
    Epoch 4:  87%|████████▋ | 29158/33666 [16:02<02:28, 30.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3909/8416 [00:31<00:36, 122.83it/s]
    Epoch 4:  87%|████████▋ | 29159/33666 [16:02<02:28, 30.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3910/8416 [00:31<00:36, 122.83it/s]
    Epoch 4:  87%|████████▋ | 29160/33666 [16:02<02:28, 30.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3911/8416 [00:31<00:36, 122.83it/s]
    Epoch 4:  87%|████████▋ | 29161/33666 [16:02<02:28, 30.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3912/8416 [00:31<00:36, 122.83it/s]
    Epoch 4:  87%|████████▋ | 29162/33666 [16:02<02:28, 30.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  46%|████▋     | 3913/8416 [00:31<00:36, 122.83it/s]
    Epoch 4:  87%|████████▋ | 29163/33666 [16:02<02:28, 30.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3914/8416 [00:31<00:36, 122.83it/s]
    Epoch 4:  87%|████████▋ | 29164/33666 [16:02<02:28, 30.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3915/8416 [00:31<00:36, 122.83it/s]
    Epoch 4:  87%|████████▋ | 29165/33666 [16:02<02:28, 30.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3916/8416 [00:31<00:36, 122.84it/s]
    Epoch 4:  87%|████████▋ | 29166/33666 [16:02<02:28, 30.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3917/8416 [00:31<00:36, 122.84it/s]
    Epoch 4:  87%|████████▋ | 29167/33666 [16:02<02:28, 30.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3918/8416 [00:31<00:36, 122.84it/s]
    Epoch 4:  87%|████████▋ | 29168/33666 [16:02<02:28, 30.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3919/8416 [00:31<00:36, 122.84it/s]
    Epoch 4:  87%|████████▋ | 29169/33666 [16:02<02:28, 30.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3920/8416 [00:31<00:36, 122.84it/s]
    Epoch 4:  87%|████████▋ | 29170/33666 [16:02<02:28, 30.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3921/8416 [00:31<00:36, 122.84it/s]
    Epoch 4:  87%|████████▋ | 29171/33666 [16:02<02:28, 30.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3922/8416 [00:31<00:36, 122.84it/s]
    Epoch 4:  87%|████████▋ | 29172/33666 [16:02<02:28, 30.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3923/8416 [00:31<00:36, 122.84it/s]
    Epoch 4:  87%|████████▋ | 29173/33666 [16:02<02:28, 30.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3924/8416 [00:31<00:36, 122.85it/s]
    Epoch 4:  87%|████████▋ | 29174/33666 [16:02<02:28, 30.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3925/8416 [00:31<00:36, 122.85it/s]
    Epoch 4:  87%|████████▋ | 29175/33666 [16:02<02:28, 30.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3926/8416 [00:31<00:36, 122.85it/s]
    Epoch 4:  87%|████████▋ | 29176/33666 [16:02<02:28, 30.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3927/8416 [00:31<00:36, 122.85it/s]
    Epoch 4:  87%|████████▋ | 29177/33666 [16:02<02:28, 30.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3928/8416 [00:31<00:36, 122.85it/s]
    Epoch 4:  87%|████████▋ | 29178/33666 [16:02<02:28, 30.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3929/8416 [00:31<00:36, 122.85it/s]
    Epoch 4:  87%|████████▋ | 29179/33666 [16:02<02:28, 30.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3930/8416 [00:31<00:36, 122.85it/s]
    Epoch 4:  87%|████████▋ | 29180/33666 [16:02<02:27, 30.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3931/8416 [00:31<00:36, 122.85it/s]
    Epoch 4:  87%|████████▋ | 29181/33666 [16:02<02:27, 30.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3932/8416 [00:32<00:36, 122.86it/s]
    Epoch 4:  87%|████████▋ | 29182/33666 [16:02<02:27, 30.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3933/8416 [00:32<00:36, 122.86it/s]
    Epoch 4:  87%|████████▋ | 29183/33666 [16:02<02:27, 30.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3934/8416 [00:32<00:36, 122.86it/s]
    Epoch 4:  87%|████████▋ | 29184/33666 [16:02<02:27, 30.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3935/8416 [00:32<00:36, 122.86it/s]
    Epoch 4:  87%|████████▋ | 29185/33666 [16:02<02:27, 30.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3936/8416 [00:32<00:36, 122.86it/s]
    Epoch 4:  87%|████████▋ | 29186/33666 [16:02<02:27, 30.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3937/8416 [00:32<00:36, 122.86it/s]
    Epoch 4:  87%|████████▋ | 29187/33666 [16:02<02:27, 30.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3938/8416 [00:32<00:36, 122.86it/s]
    Epoch 4:  87%|████████▋ | 29188/33666 [16:02<02:27, 30.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3939/8416 [00:32<00:36, 122.86it/s]
    Epoch 4:  87%|████████▋ | 29189/33666 [16:02<02:27, 30.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3940/8416 [00:32<00:36, 122.86it/s]
    Epoch 4:  87%|████████▋ | 29190/33666 [16:02<02:27, 30.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3941/8416 [00:32<00:36, 122.87it/s]
    Epoch 4:  87%|████████▋ | 29191/33666 [16:02<02:27, 30.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3942/8416 [00:32<00:36, 122.87it/s]
    Epoch 4:  87%|████████▋ | 29192/33666 [16:02<02:27, 30.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3943/8416 [00:32<00:36, 122.87it/s]
    Epoch 4:  87%|████████▋ | 29193/33666 [16:02<02:27, 30.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3944/8416 [00:32<00:36, 122.87it/s]
    Epoch 4:  87%|████████▋ | 29194/33666 [16:02<02:27, 30.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3945/8416 [00:32<00:36, 122.87it/s]
    Epoch 4:  87%|████████▋ | 29195/33666 [16:02<02:27, 30.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3946/8416 [00:32<00:36, 122.87it/s]
    Epoch 4:  87%|████████▋ | 29196/33666 [16:02<02:27, 30.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3947/8416 [00:32<00:36, 122.87it/s]
    Epoch 4:  87%|████████▋ | 29197/33666 [16:02<02:27, 30.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3948/8416 [00:32<00:36, 122.87it/s]
    Epoch 4:  87%|████████▋ | 29198/33666 [16:02<02:27, 30.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3949/8416 [00:32<00:36, 122.88it/s]
    Epoch 4:  87%|████████▋ | 29199/33666 [16:02<02:27, 30.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3950/8416 [00:32<00:36, 122.88it/s]
    Epoch 4:  87%|████████▋ | 29200/33666 [16:02<02:27, 30.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3951/8416 [00:32<00:36, 122.88it/s]
    Epoch 4:  87%|████████▋ | 29201/33666 [16:02<02:27, 30.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3952/8416 [00:32<00:36, 122.86it/s]
    Epoch 4:  87%|████████▋ | 29202/33666 [16:02<02:27, 30.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3953/8416 [00:32<00:36, 122.86it/s]
    Epoch 4:  87%|████████▋ | 29203/33666 [16:02<02:27, 30.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3954/8416 [00:32<00:36, 122.86it/s]
    Epoch 4:  87%|████████▋ | 29204/33666 [16:02<02:27, 30.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3955/8416 [00:32<00:36, 122.86it/s]
    Epoch 4:  87%|████████▋ | 29205/33666 [16:02<02:27, 30.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3956/8416 [00:32<00:36, 122.86it/s]
    Epoch 4:  87%|████████▋ | 29206/33666 [16:02<02:27, 30.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3957/8416 [00:32<00:36, 122.86it/s]
    Epoch 4:  87%|████████▋ | 29207/33666 [16:02<02:26, 30.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3958/8416 [00:32<00:36, 122.86it/s]
    Epoch 4:  87%|████████▋ | 29208/33666 [16:02<02:26, 30.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3959/8416 [00:32<00:36, 122.86it/s]
    Epoch 4:  87%|████████▋ | 29209/33666 [16:02<02:26, 30.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3960/8416 [00:32<00:36, 122.86it/s]
    Epoch 4:  87%|████████▋ | 29210/33666 [16:02<02:26, 30.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3961/8416 [00:32<00:36, 122.86it/s]
    Epoch 4:  87%|████████▋ | 29211/33666 [16:02<02:26, 30.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3962/8416 [00:32<00:36, 122.86it/s]
    Epoch 4:  87%|████████▋ | 29212/33666 [16:02<02:26, 30.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3963/8416 [00:32<00:36, 122.86it/s]
    Epoch 4:  87%|████████▋ | 29213/33666 [16:02<02:26, 30.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3964/8416 [00:32<00:36, 122.87it/s]
    Epoch 4:  87%|████████▋ | 29214/33666 [16:02<02:26, 30.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3965/8416 [00:32<00:36, 122.87it/s]
    Epoch 4:  87%|████████▋ | 29215/33666 [16:02<02:26, 30.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3966/8416 [00:32<00:36, 122.84it/s]
    Epoch 4:  87%|████████▋ | 29216/33666 [16:02<02:26, 30.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3967/8416 [00:32<00:36, 122.84it/s]
    Epoch 4:  87%|████████▋ | 29217/33666 [16:02<02:26, 30.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3968/8416 [00:32<00:36, 122.84it/s]
    Epoch 4:  87%|████████▋ | 29218/33666 [16:02<02:26, 30.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3969/8416 [00:32<00:36, 122.84it/s]
    Epoch 4:  87%|████████▋ | 29219/33666 [16:02<02:26, 30.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3970/8416 [00:32<00:36, 122.84it/s]
    Epoch 4:  87%|████████▋ | 29220/33666 [16:02<02:26, 30.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3971/8416 [00:32<00:36, 122.84it/s]
    Epoch 4:  87%|████████▋ | 29221/33666 [16:02<02:26, 30.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3972/8416 [00:32<00:36, 122.84it/s]
    Epoch 4:  87%|████████▋ | 29222/33666 [16:02<02:26, 30.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3973/8416 [00:32<00:36, 122.84it/s]
    Epoch 4:  87%|████████▋ | 29223/33666 [16:02<02:26, 30.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3974/8416 [00:32<00:36, 122.85it/s]
    Epoch 4:  87%|████████▋ | 29224/33666 [16:02<02:26, 30.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3975/8416 [00:32<00:36, 122.85it/s]
    Epoch 4:  87%|████████▋ | 29225/33666 [16:02<02:26, 30.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3976/8416 [00:32<00:36, 122.85it/s]
    Epoch 4:  87%|████████▋ | 29226/33666 [16:02<02:26, 30.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3977/8416 [00:32<00:36, 122.85it/s]
    Epoch 4:  87%|████████▋ | 29227/33666 [16:02<02:26, 30.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3978/8416 [00:32<00:36, 122.85it/s]
    Epoch 4:  87%|████████▋ | 29228/33666 [16:02<02:26, 30.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3979/8416 [00:32<00:36, 122.85it/s]
    Epoch 4:  87%|████████▋ | 29229/33666 [16:02<02:26, 30.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3980/8416 [00:32<00:36, 122.85it/s]
    Epoch 4:  87%|████████▋ | 29230/33666 [16:02<02:26, 30.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3981/8416 [00:32<00:36, 122.86it/s]
    Epoch 4:  87%|████████▋ | 29231/33666 [16:02<02:26, 30.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3982/8416 [00:32<00:36, 122.86it/s]
    Epoch 4:  87%|████████▋ | 29232/33666 [16:02<02:26, 30.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3983/8416 [00:32<00:36, 122.86it/s]
    Epoch 4:  87%|████████▋ | 29233/33666 [16:02<02:26, 30.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3984/8416 [00:32<00:36, 122.86it/s]
    Epoch 4:  87%|████████▋ | 29234/33666 [16:02<02:25, 30.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3985/8416 [00:32<00:36, 122.86it/s]
    Epoch 4:  87%|████████▋ | 29235/33666 [16:02<02:25, 30.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3986/8416 [00:32<00:36, 122.86it/s]
    Epoch 4:  87%|████████▋ | 29236/33666 [16:02<02:25, 30.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3987/8416 [00:32<00:36, 122.86it/s]
    Epoch 4:  87%|████████▋ | 29237/33666 [16:02<02:25, 30.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3988/8416 [00:32<00:36, 122.87it/s]
    Epoch 4:  87%|████████▋ | 29238/33666 [16:02<02:25, 30.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3989/8416 [00:32<00:36, 122.87it/s]
    Epoch 4:  87%|████████▋ | 29239/33666 [16:02<02:25, 30.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3990/8416 [00:32<00:36, 122.87it/s]
    Epoch 4:  87%|████████▋ | 29240/33666 [16:02<02:25, 30.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3991/8416 [00:32<00:36, 122.87it/s]
    Epoch 4:  87%|████████▋ | 29241/33666 [16:02<02:25, 30.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3992/8416 [00:32<00:36, 122.87it/s]
    Epoch 4:  87%|████████▋ | 29242/33666 [16:02<02:25, 30.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3993/8416 [00:32<00:35, 122.87it/s]
    Epoch 4:  87%|████████▋ | 29243/33666 [16:02<02:25, 30.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3994/8416 [00:32<00:35, 122.87it/s]
    Epoch 4:  87%|████████▋ | 29244/33666 [16:02<02:25, 30.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3995/8416 [00:32<00:35, 122.87it/s]
    Epoch 4:  87%|████████▋ | 29245/33666 [16:02<02:25, 30.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3996/8416 [00:32<00:35, 122.88it/s]
    Epoch 4:  87%|████████▋ | 29246/33666 [16:02<02:25, 30.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  47%|████▋     | 3997/8416 [00:32<00:35, 122.88it/s]
    Epoch 4:  87%|████████▋ | 29247/33666 [16:02<02:25, 30.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 3998/8416 [00:32<00:35, 122.88it/s]
    Epoch 4:  87%|████████▋ | 29248/33666 [16:03<02:25, 30.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 3999/8416 [00:32<00:35, 122.88it/s]
    Epoch 4:  87%|████████▋ | 29249/33666 [16:03<02:25, 30.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4000/8416 [00:32<00:35, 122.88it/s]
    Epoch 4:  87%|████████▋ | 29250/33666 [16:03<02:25, 30.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4001/8416 [00:32<00:35, 122.88it/s]
    Epoch 4:  87%|████████▋ | 29251/33666 [16:03<02:25, 30.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4002/8416 [00:32<00:35, 122.88it/s]
    Epoch 4:  87%|████████▋ | 29252/33666 [16:03<02:25, 30.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4003/8416 [00:32<00:35, 122.89it/s]
    Epoch 4:  87%|████████▋ | 29253/33666 [16:03<02:25, 30.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4004/8416 [00:32<00:35, 122.89it/s]
    Epoch 4:  87%|████████▋ | 29254/33666 [16:03<02:25, 30.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4005/8416 [00:32<00:35, 122.89it/s]
    Epoch 4:  87%|████████▋ | 29255/33666 [16:03<02:25, 30.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4006/8416 [00:32<00:35, 122.89it/s]
    Epoch 4:  87%|████████▋ | 29256/33666 [16:03<02:25, 30.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4007/8416 [00:32<00:35, 122.89it/s]
    Epoch 4:  87%|████████▋ | 29257/33666 [16:03<02:25, 30.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4008/8416 [00:32<00:35, 122.89it/s]
    Epoch 4:  87%|████████▋ | 29258/33666 [16:03<02:25, 30.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4009/8416 [00:32<00:35, 122.89it/s]
    Epoch 4:  87%|████████▋ | 29259/33666 [16:03<02:25, 30.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4010/8416 [00:32<00:35, 122.90it/s]
    Epoch 4:  87%|████████▋ | 29260/33666 [16:03<02:25, 30.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4011/8416 [00:32<00:35, 122.90it/s]
    Epoch 4:  87%|████████▋ | 29261/33666 [16:03<02:24, 30.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4012/8416 [00:32<00:35, 122.90it/s]
    Epoch 4:  87%|████████▋ | 29262/33666 [16:03<02:24, 30.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4013/8416 [00:32<00:35, 122.90it/s]
    Epoch 4:  87%|████████▋ | 29263/33666 [16:03<02:24, 30.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4014/8416 [00:32<00:35, 122.90it/s]
    Epoch 4:  87%|████████▋ | 29264/33666 [16:03<02:24, 30.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4015/8416 [00:32<00:35, 122.90it/s]
    Epoch 4:  87%|████████▋ | 29265/33666 [16:03<02:24, 30.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4016/8416 [00:32<00:35, 122.90it/s]
    Epoch 4:  87%|████████▋ | 29266/33666 [16:03<02:24, 30.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4017/8416 [00:32<00:35, 122.90it/s]
    Epoch 4:  87%|████████▋ | 29267/33666 [16:03<02:24, 30.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4018/8416 [00:32<00:35, 122.91it/s]
    Epoch 4:  87%|████████▋ | 29268/33666 [16:03<02:24, 30.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4019/8416 [00:32<00:35, 122.91it/s]
    Epoch 4:  87%|████████▋ | 29269/33666 [16:03<02:24, 30.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4020/8416 [00:32<00:35, 122.91it/s]
    Epoch 4:  87%|████████▋ | 29270/33666 [16:03<02:24, 30.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4021/8416 [00:32<00:35, 122.91it/s]
    Epoch 4:  87%|████████▋ | 29271/33666 [16:03<02:24, 30.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4022/8416 [00:32<00:35, 122.91it/s]
    Epoch 4:  87%|████████▋ | 29272/33666 [16:03<02:24, 30.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4023/8416 [00:32<00:35, 122.91it/s]
    Epoch 4:  87%|████████▋ | 29273/33666 [16:03<02:24, 30.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4024/8416 [00:32<00:35, 122.91it/s]
    Epoch 4:  87%|████████▋ | 29274/33666 [16:03<02:24, 30.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4025/8416 [00:32<00:35, 122.92it/s]
    Epoch 4:  87%|████████▋ | 29275/33666 [16:03<02:24, 30.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4026/8416 [00:32<00:35, 122.92it/s]
    Epoch 4:  87%|████████▋ | 29276/33666 [16:03<02:24, 30.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4027/8416 [00:32<00:35, 122.92it/s]
    Epoch 4:  87%|████████▋ | 29277/33666 [16:03<02:24, 30.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4028/8416 [00:32<00:35, 122.92it/s]
    Epoch 4:  87%|████████▋ | 29278/33666 [16:03<02:24, 30.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4029/8416 [00:32<00:35, 122.92it/s]
    Epoch 4:  87%|████████▋ | 29279/33666 [16:03<02:24, 30.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4030/8416 [00:32<00:35, 122.92it/s]
    Epoch 4:  87%|████████▋ | 29280/33666 [16:03<02:24, 30.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4031/8416 [00:32<00:35, 122.92it/s]
    Epoch 4:  87%|████████▋ | 29281/33666 [16:03<02:24, 30.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4032/8416 [00:32<00:35, 122.92it/s]
    Epoch 4:  87%|████████▋ | 29282/33666 [16:03<02:24, 30.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4033/8416 [00:32<00:35, 122.92it/s]
    Epoch 4:  87%|████████▋ | 29283/33666 [16:03<02:24, 30.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4034/8416 [00:32<00:35, 122.92it/s]
    Epoch 4:  87%|████████▋ | 29284/33666 [16:03<02:24, 30.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4035/8416 [00:32<00:35, 122.93it/s]
    Epoch 4:  87%|████████▋ | 29285/33666 [16:03<02:24, 30.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4036/8416 [00:32<00:35, 122.93it/s]
    Epoch 4:  87%|████████▋ | 29286/33666 [16:03<02:24, 30.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4037/8416 [00:32<00:35, 122.93it/s]
    Epoch 4:  87%|████████▋ | 29287/33666 [16:03<02:24, 30.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4038/8416 [00:32<00:35, 122.93it/s]
    Epoch 4:  87%|████████▋ | 29288/33666 [16:03<02:23, 30.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4039/8416 [00:32<00:35, 122.93it/s]
    Epoch 4:  87%|████████▋ | 29289/33666 [16:03<02:23, 30.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4040/8416 [00:32<00:35, 122.93it/s]
    Epoch 4:  87%|████████▋ | 29290/33666 [16:03<02:23, 30.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4041/8416 [00:32<00:35, 122.93it/s]
    Epoch 4:  87%|████████▋ | 29291/33666 [16:03<02:23, 30.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4042/8416 [00:32<00:35, 122.94it/s]
    Epoch 4:  87%|████████▋ | 29292/33666 [16:03<02:23, 30.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4043/8416 [00:32<00:35, 122.94it/s]
    Epoch 4:  87%|████████▋ | 29293/33666 [16:03<02:23, 30.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4044/8416 [00:32<00:35, 122.94it/s]
    Epoch 4:  87%|████████▋ | 29294/33666 [16:03<02:23, 30.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4045/8416 [00:32<00:35, 122.94it/s]
    Epoch 4:  87%|████████▋ | 29295/33666 [16:03<02:23, 30.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4046/8416 [00:32<00:35, 122.94it/s]
    Epoch 4:  87%|████████▋ | 29296/33666 [16:03<02:23, 30.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4047/8416 [00:32<00:35, 122.94it/s]
    Epoch 4:  87%|████████▋ | 29297/33666 [16:03<02:23, 30.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4048/8416 [00:32<00:35, 122.94it/s]
    Epoch 4:  87%|████████▋ | 29298/33666 [16:03<02:23, 30.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4049/8416 [00:32<00:35, 122.95it/s]
    Epoch 4:  87%|████████▋ | 29299/33666 [16:03<02:23, 30.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4050/8416 [00:32<00:35, 122.95it/s]
    Epoch 4:  87%|████████▋ | 29300/33666 [16:03<02:23, 30.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4051/8416 [00:32<00:35, 122.95it/s]
    Epoch 4:  87%|████████▋ | 29301/33666 [16:03<02:23, 30.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4052/8416 [00:32<00:35, 122.95it/s]
    Epoch 4:  87%|████████▋ | 29302/33666 [16:03<02:23, 30.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4053/8416 [00:32<00:35, 122.95it/s]
    Epoch 4:  87%|████████▋ | 29303/33666 [16:03<02:23, 30.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4054/8416 [00:32<00:35, 122.95it/s]
    Epoch 4:  87%|████████▋ | 29304/33666 [16:03<02:23, 30.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4055/8416 [00:32<00:35, 122.95it/s]
    Epoch 4:  87%|████████▋ | 29305/33666 [16:03<02:23, 30.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4056/8416 [00:32<00:35, 122.96it/s]
    Epoch 4:  87%|████████▋ | 29306/33666 [16:03<02:23, 30.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4057/8416 [00:32<00:35, 122.96it/s]
    Epoch 4:  87%|████████▋ | 29307/33666 [16:03<02:23, 30.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4058/8416 [00:33<00:35, 122.96it/s]
    Epoch 4:  87%|████████▋ | 29308/33666 [16:03<02:23, 30.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4059/8416 [00:33<00:35, 122.96it/s]
    Epoch 4:  87%|████████▋ | 29309/33666 [16:03<02:23, 30.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4060/8416 [00:33<00:35, 122.96it/s]
    Epoch 4:  87%|████████▋ | 29310/33666 [16:03<02:23, 30.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4061/8416 [00:33<00:35, 122.96it/s]
    Epoch 4:  87%|████████▋ | 29311/33666 [16:03<02:23, 30.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4062/8416 [00:33<00:35, 122.96it/s]
    Epoch 4:  87%|████████▋ | 29312/33666 [16:03<02:23, 30.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4063/8416 [00:33<00:35, 122.96it/s]
    Epoch 4:  87%|████████▋ | 29313/33666 [16:03<02:23, 30.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4064/8416 [00:33<00:35, 122.96it/s]
    Epoch 4:  87%|████████▋ | 29314/33666 [16:03<02:23, 30.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4065/8416 [00:33<00:35, 122.97it/s]
    Epoch 4:  87%|████████▋ | 29315/33666 [16:03<02:23, 30.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4066/8416 [00:33<00:35, 122.97it/s]
    Epoch 4:  87%|████████▋ | 29316/33666 [16:03<02:22, 30.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4067/8416 [00:33<00:35, 122.97it/s]
    Epoch 4:  87%|████████▋ | 29317/33666 [16:03<02:22, 30.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4068/8416 [00:33<00:35, 122.97it/s]
    Epoch 4:  87%|████████▋ | 29318/33666 [16:03<02:22, 30.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4069/8416 [00:33<00:35, 122.97it/s]
    Epoch 4:  87%|████████▋ | 29319/33666 [16:03<02:22, 30.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4070/8416 [00:33<00:35, 122.97it/s]
    Epoch 4:  87%|████████▋ | 29320/33666 [16:03<02:22, 30.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4071/8416 [00:33<00:35, 122.97it/s]
    Epoch 4:  87%|████████▋ | 29321/33666 [16:03<02:22, 30.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4072/8416 [00:33<00:35, 122.97it/s]
    Epoch 4:  87%|████████▋ | 29322/33666 [16:03<02:22, 30.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4073/8416 [00:33<00:35, 122.98it/s]
    Epoch 4:  87%|████████▋ | 29323/33666 [16:03<02:22, 30.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4074/8416 [00:33<00:35, 122.98it/s]
    Epoch 4:  87%|████████▋ | 29324/33666 [16:03<02:22, 30.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4075/8416 [00:33<00:35, 122.98it/s]
    Epoch 4:  87%|████████▋ | 29325/33666 [16:03<02:22, 30.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4076/8416 [00:33<00:35, 122.98it/s]
    Epoch 4:  87%|████████▋ | 29326/33666 [16:03<02:22, 30.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4077/8416 [00:33<00:35, 122.98it/s]
    Epoch 4:  87%|████████▋ | 29327/33666 [16:03<02:22, 30.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4078/8416 [00:33<00:35, 122.98it/s]
    Epoch 4:  87%|████████▋ | 29328/33666 [16:03<02:22, 30.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4079/8416 [00:33<00:35, 122.98it/s]
    Epoch 4:  87%|████████▋ | 29329/33666 [16:03<02:22, 30.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4080/8416 [00:33<00:35, 122.98it/s]
    Epoch 4:  87%|████████▋ | 29330/33666 [16:03<02:22, 30.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  48%|████▊     | 4081/8416 [00:33<00:35, 122.98it/s]
    Epoch 4:  87%|████████▋ | 29331/33666 [16:03<02:22, 30.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4082/8416 [00:33<00:35, 122.99it/s]
    Epoch 4:  87%|████████▋ | 29332/33666 [16:03<02:22, 30.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4083/8416 [00:33<00:35, 122.99it/s]
    Epoch 4:  87%|████████▋ | 29333/33666 [16:03<02:22, 30.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4084/8416 [00:33<00:35, 122.99it/s]
    Epoch 4:  87%|████████▋ | 29334/33666 [16:03<02:22, 30.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4085/8416 [00:33<00:35, 122.99it/s]
    Epoch 4:  87%|████████▋ | 29335/33666 [16:03<02:22, 30.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4086/8416 [00:33<00:35, 122.99it/s]
    Epoch 4:  87%|████████▋ | 29336/33666 [16:03<02:22, 30.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4087/8416 [00:33<00:35, 122.99it/s]
    Epoch 4:  87%|████████▋ | 29337/33666 [16:03<02:22, 30.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4088/8416 [00:33<00:35, 122.99it/s]
    Epoch 4:  87%|████████▋ | 29338/33666 [16:03<02:22, 30.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4089/8416 [00:33<00:35, 122.99it/s]
    Epoch 4:  87%|████████▋ | 29339/33666 [16:03<02:22, 30.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4090/8416 [00:33<00:35, 122.99it/s]
    Epoch 4:  87%|████████▋ | 29340/33666 [16:03<02:22, 30.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4091/8416 [00:33<00:35, 123.00it/s]
    Epoch 4:  87%|████████▋ | 29341/33666 [16:03<02:22, 30.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4092/8416 [00:33<00:35, 123.00it/s]
    Epoch 4:  87%|████████▋ | 29342/33666 [16:03<02:22, 30.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4093/8416 [00:33<00:35, 123.00it/s]
    Epoch 4:  87%|████████▋ | 29343/33666 [16:03<02:21, 30.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4094/8416 [00:33<00:35, 123.00it/s]
    Epoch 4:  87%|████████▋ | 29344/33666 [16:03<02:21, 30.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4095/8416 [00:33<00:35, 123.00it/s]
    Epoch 4:  87%|████████▋ | 29345/33666 [16:03<02:21, 30.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4096/8416 [00:33<00:35, 123.00it/s]
    Epoch 4:  87%|████████▋ | 29346/33666 [16:03<02:21, 30.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4097/8416 [00:33<00:35, 123.00it/s]
    Epoch 4:  87%|████████▋ | 29347/33666 [16:03<02:21, 30.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4098/8416 [00:33<00:35, 123.00it/s]
    Epoch 4:  87%|████████▋ | 29348/33666 [16:03<02:21, 30.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4099/8416 [00:33<00:35, 123.00it/s]
    Epoch 4:  87%|████████▋ | 29349/33666 [16:03<02:21, 30.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4100/8416 [00:33<00:35, 123.00it/s]
    Epoch 4:  87%|████████▋ | 29350/33666 [16:03<02:21, 30.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4101/8416 [00:33<00:35, 123.00it/s]
    Epoch 4:  87%|████████▋ | 29351/33666 [16:03<02:21, 30.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▊     | 4102/8416 [00:33<00:35, 123.01it/s]
    Epoch 4:  87%|████████▋ | 29352/33666 [16:03<02:21, 30.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4103/8416 [00:33<00:35, 123.01it/s]
    Epoch 4:  87%|████████▋ | 29353/33666 [16:03<02:21, 30.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4104/8416 [00:33<00:35, 123.01it/s]
    Epoch 4:  87%|████████▋ | 29354/33666 [16:03<02:21, 30.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4105/8416 [00:33<00:35, 123.01it/s]
    Epoch 4:  87%|████████▋ | 29355/33666 [16:03<02:21, 30.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4106/8416 [00:33<00:35, 123.01it/s]
    Epoch 4:  87%|████████▋ | 29356/33666 [16:03<02:21, 30.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4107/8416 [00:33<00:35, 123.01it/s]
    Epoch 4:  87%|████████▋ | 29357/33666 [16:03<02:21, 30.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4108/8416 [00:33<00:35, 123.01it/s]
    Epoch 4:  87%|████████▋ | 29358/33666 [16:03<02:21, 30.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4109/8416 [00:33<00:35, 123.02it/s]
    Epoch 4:  87%|████████▋ | 29359/33666 [16:03<02:21, 30.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4110/8416 [00:33<00:35, 123.02it/s]
    Epoch 4:  87%|████████▋ | 29360/33666 [16:03<02:21, 30.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4111/8416 [00:33<00:34, 123.02it/s]
    Epoch 4:  87%|████████▋ | 29361/33666 [16:03<02:21, 30.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4112/8416 [00:33<00:34, 123.02it/s]
    Epoch 4:  87%|████████▋ | 29362/33666 [16:03<02:21, 30.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4113/8416 [00:33<00:34, 123.02it/s]
    Epoch 4:  87%|████████▋ | 29363/33666 [16:03<02:21, 30.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4114/8416 [00:33<00:34, 123.02it/s]
    Epoch 4:  87%|████████▋ | 29364/33666 [16:03<02:21, 30.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4115/8416 [00:33<00:34, 123.02it/s]
    Epoch 4:  87%|████████▋ | 29365/33666 [16:03<02:21, 30.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4116/8416 [00:33<00:34, 123.02it/s]
    Epoch 4:  87%|████████▋ | 29366/33666 [16:03<02:21, 30.47it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4117/8416 [00:33<00:34, 123.03it/s]
    Epoch 4:  87%|████████▋ | 29367/33666 [16:03<02:21, 30.47it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4118/8416 [00:33<00:34, 123.03it/s]
    Epoch 4:  87%|████████▋ | 29368/33666 [16:03<02:21, 30.47it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4119/8416 [00:33<00:34, 123.03it/s]
    Epoch 4:  87%|████████▋ | 29369/33666 [16:03<02:21, 30.47it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4120/8416 [00:33<00:34, 123.03it/s]
    Epoch 4:  87%|████████▋ | 29370/33666 [16:03<02:20, 30.47it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4121/8416 [00:33<00:34, 123.03it/s]
    Epoch 4:  87%|████████▋ | 29371/33666 [16:03<02:20, 30.47it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4122/8416 [00:33<00:34, 123.03it/s]
    Epoch 4:  87%|████████▋ | 29372/33666 [16:03<02:20, 30.47it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4123/8416 [00:33<00:34, 123.03it/s]
    Epoch 4:  87%|████████▋ | 29373/33666 [16:03<02:20, 30.47it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4124/8416 [00:33<00:34, 123.03it/s]
    Epoch 4:  87%|████████▋ | 29374/33666 [16:03<02:20, 30.47it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4125/8416 [00:33<00:34, 123.03it/s]
    Epoch 4:  87%|████████▋ | 29375/33666 [16:03<02:20, 30.47it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4126/8416 [00:33<00:34, 123.04it/s]
    Epoch 4:  87%|████████▋ | 29376/33666 [16:04<02:20, 30.47it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4127/8416 [00:33<00:34, 123.04it/s]
    Epoch 4:  87%|████████▋ | 29377/33666 [16:04<02:20, 30.47it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4128/8416 [00:33<00:34, 123.04it/s]
    Epoch 4:  87%|████████▋ | 29378/33666 [16:04<02:20, 30.47it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4129/8416 [00:33<00:34, 123.04it/s]
    Epoch 4:  87%|████████▋ | 29379/33666 [16:04<02:20, 30.48it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4130/8416 [00:33<00:34, 123.04it/s]
    Epoch 4:  87%|████████▋ | 29380/33666 [16:04<02:20, 30.48it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4131/8416 [00:33<00:34, 123.04it/s]
    Epoch 4:  87%|████████▋ | 29381/33666 [16:04<02:20, 30.48it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4132/8416 [00:33<00:34, 123.02it/s]
    Epoch 4:  87%|████████▋ | 29382/33666 [16:04<02:20, 30.48it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4133/8416 [00:33<00:34, 123.02it/s]
    Epoch 4:  87%|████████▋ | 29383/33666 [16:04<02:20, 30.48it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4134/8416 [00:33<00:34, 123.02it/s]
    Epoch 4:  87%|████████▋ | 29384/33666 [16:04<02:20, 30.48it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4135/8416 [00:33<00:34, 123.02it/s]
    Epoch 4:  87%|████████▋ | 29385/33666 [16:04<02:20, 30.48it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4136/8416 [00:33<00:34, 123.02it/s]
    Epoch 4:  87%|████████▋ | 29386/33666 [16:04<02:20, 30.48it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4137/8416 [00:33<00:34, 123.02it/s]
    Epoch 4:  87%|████████▋ | 29387/33666 [16:04<02:20, 30.48it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4138/8416 [00:33<00:34, 123.02it/s]
    Epoch 4:  87%|████████▋ | 29388/33666 [16:04<02:20, 30.48it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4139/8416 [00:33<00:34, 123.02it/s]
    Epoch 4:  87%|████████▋ | 29389/33666 [16:04<02:20, 30.48it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4140/8416 [00:33<00:34, 123.02it/s]
    Epoch 4:  87%|████████▋ | 29390/33666 [16:04<02:20, 30.48it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4141/8416 [00:33<00:34, 123.02it/s]
    Epoch 4:  87%|████████▋ | 29391/33666 [16:04<02:20, 30.48it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4142/8416 [00:33<00:34, 123.02it/s]
    Epoch 4:  87%|████████▋ | 29392/33666 [16:04<02:20, 30.49it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4143/8416 [00:33<00:34, 123.02it/s]
    Epoch 4:  87%|████████▋ | 29393/33666 [16:04<02:20, 30.49it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4144/8416 [00:33<00:34, 123.02it/s]
    Epoch 4:  87%|████████▋ | 29394/33666 [16:04<02:20, 30.49it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4145/8416 [00:33<00:34, 123.03it/s]
    Epoch 4:  87%|████████▋ | 29395/33666 [16:04<02:20, 30.49it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4146/8416 [00:33<00:34, 123.03it/s]
    Epoch 4:  87%|████████▋ | 29396/33666 [16:04<02:20, 30.49it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4147/8416 [00:33<00:34, 123.02it/s]
    Epoch 4:  87%|████████▋ | 29397/33666 [16:04<02:20, 30.49it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4148/8416 [00:33<00:34, 123.02it/s]
    Epoch 4:  87%|████████▋ | 29398/33666 [16:04<02:19, 30.49it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4149/8416 [00:33<00:34, 123.02it/s]
    Epoch 4:  87%|████████▋ | 29399/33666 [16:04<02:19, 30.49it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4150/8416 [00:33<00:34, 123.02it/s]
    Epoch 4:  87%|████████▋ | 29400/33666 [16:04<02:19, 30.49it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4151/8416 [00:33<00:34, 123.03it/s]
    Epoch 4:  87%|████████▋ | 29401/33666 [16:04<02:19, 30.49it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4152/8416 [00:33<00:34, 123.03it/s]
    Epoch 4:  87%|████████▋ | 29402/33666 [16:04<02:19, 30.49it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4153/8416 [00:33<00:34, 123.03it/s]
    Epoch 4:  87%|████████▋ | 29403/33666 [16:04<02:19, 30.49it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4154/8416 [00:33<00:34, 123.03it/s]
    Epoch 4:  87%|████████▋ | 29404/33666 [16:04<02:19, 30.49it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4155/8416 [00:33<00:34, 123.03it/s]
    Epoch 4:  87%|████████▋ | 29405/33666 [16:04<02:19, 30.50it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4156/8416 [00:33<00:34, 123.03it/s]
    Epoch 4:  87%|████████▋ | 29406/33666 [16:04<02:19, 30.50it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4157/8416 [00:33<00:34, 123.03it/s]
    Epoch 4:  87%|████████▋ | 29407/33666 [16:04<02:19, 30.50it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4158/8416 [00:33<00:34, 123.02it/s]
    Epoch 4:  87%|████████▋ | 29408/33666 [16:04<02:19, 30.50it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  49%|████▉     | 4159/8416 [00:33<00:34, 123.02it/s]
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    Validation DataLoader 0:  50%|████▉     | 4190/8416 [00:34<00:34, 123.04it/s]
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    Validation DataLoader 0:  50%|████▉     | 4191/8416 [00:34<00:34, 123.04it/s]
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    Epoch 4:  87%|████████▋ | 29456/33666 [16:04<02:17, 30.54it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  50%|████▉     | 4207/8416 [00:34<00:34, 123.02it/s]
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    Validation DataLoader 0:  50%|█████     | 4208/8416 [00:34<00:34, 123.02it/s]
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    Validation DataLoader 0:  50%|█████     | 4217/8416 [00:34<00:34, 123.03it/s]
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    Validation DataLoader 0:  50%|█████     | 4222/8416 [00:34<00:34, 123.03it/s]
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    Validation DataLoader 0:  51%|█████     | 4253/8416 [00:34<00:33, 123.06it/s]
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    Validation DataLoader 0:  51%|█████     | 4267/8416 [00:34<00:33, 123.05it/s]
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    Validation DataLoader 0:  51%|█████     | 4268/8416 [00:34<00:33, 123.05it/s]
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    Validation DataLoader 0:  51%|█████     | 4269/8416 [00:34<00:33, 123.05it/s]
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    Validation DataLoader 0:  51%|█████     | 4270/8416 [00:34<00:33, 123.05it/s]
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    Validation DataLoader 0:  51%|█████     | 4271/8416 [00:34<00:33, 123.05it/s]
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    Validation DataLoader 0:  51%|█████     | 4272/8416 [00:34<00:33, 123.05it/s]
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    Validation DataLoader 0:  51%|█████     | 4273/8416 [00:34<00:33, 123.05it/s]
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    Validation DataLoader 0:  51%|█████     | 4274/8416 [00:34<00:33, 123.05it/s]
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    Validation DataLoader 0:  51%|█████     | 4275/8416 [00:34<00:33, 123.05it/s]
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    Validation DataLoader 0:  51%|█████     | 4276/8416 [00:34<00:33, 123.05it/s]
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    Validation DataLoader 0:  51%|█████     | 4277/8416 [00:34<00:33, 123.05it/s]
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    Validation DataLoader 0:  51%|█████     | 4278/8416 [00:34<00:33, 123.05it/s]
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    Validation DataLoader 0:  51%|█████     | 4279/8416 [00:34<00:33, 123.05it/s]
    Epoch 4:  88%|████████▊ | 29529/33666 [16:05<02:15, 30.59it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4280/8416 [00:34<00:33, 123.05it/s]
    Epoch 4:  88%|████████▊ | 29530/33666 [16:05<02:15, 30.59it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4281/8416 [00:34<00:33, 123.05it/s]
    Epoch 4:  88%|████████▊ | 29531/33666 [16:05<02:15, 30.59it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4282/8416 [00:34<00:33, 123.05it/s]
    Epoch 4:  88%|████████▊ | 29532/33666 [16:05<02:15, 30.59it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4283/8416 [00:34<00:33, 123.06it/s]
    Epoch 4:  88%|████████▊ | 29533/33666 [16:05<02:15, 30.60it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4284/8416 [00:34<00:33, 123.06it/s]
    Epoch 4:  88%|████████▊ | 29534/33666 [16:05<02:15, 30.60it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4285/8416 [00:34<00:33, 123.06it/s]
    Epoch 4:  88%|████████▊ | 29535/33666 [16:05<02:15, 30.60it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4286/8416 [00:34<00:33, 123.05it/s]
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    Validation DataLoader 0:  51%|█████     | 4287/8416 [00:34<00:33, 123.06it/s]
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    Validation DataLoader 0:  51%|█████     | 4288/8416 [00:34<00:33, 123.06it/s]
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    Validation DataLoader 0:  51%|█████     | 4289/8416 [00:34<00:33, 123.06it/s]
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    Validation DataLoader 0:  51%|█████     | 4290/8416 [00:34<00:33, 123.06it/s]
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    Validation DataLoader 0:  51%|█████     | 4291/8416 [00:34<00:33, 123.06it/s]
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    Validation DataLoader 0:  51%|█████     | 4292/8416 [00:34<00:33, 123.06it/s]
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    Validation DataLoader 0:  51%|█████     | 4293/8416 [00:34<00:33, 123.06it/s]
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    Validation DataLoader 0:  51%|█████     | 4294/8416 [00:34<00:33, 123.06it/s]
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    Validation DataLoader 0:  51%|█████     | 4295/8416 [00:34<00:33, 123.06it/s]
    Epoch 4:  88%|████████▊ | 29545/33666 [16:05<02:14, 30.60it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4296/8416 [00:34<00:33, 123.06it/s]
    Epoch 4:  88%|████████▊ | 29546/33666 [16:05<02:14, 30.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4297/8416 [00:34<00:33, 123.07it/s]
    Epoch 4:  88%|████████▊ | 29547/33666 [16:05<02:14, 30.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4298/8416 [00:34<00:33, 123.07it/s]
    Epoch 4:  88%|████████▊ | 29548/33666 [16:05<02:14, 30.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4299/8416 [00:34<00:33, 123.07it/s]
    Epoch 4:  88%|████████▊ | 29549/33666 [16:05<02:14, 30.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4300/8416 [00:34<00:33, 123.07it/s]
    Epoch 4:  88%|████████▊ | 29550/33666 [16:05<02:14, 30.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4301/8416 [00:34<00:33, 123.07it/s]
    Epoch 4:  88%|████████▊ | 29551/33666 [16:05<02:14, 30.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  51%|█████     | 4302/8416 [00:34<00:33, 123.07it/s]
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    Validation DataLoader 0:  51%|█████     | 4303/8416 [00:34<00:33, 123.07it/s]
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    Validation DataLoader 0:  51%|█████     | 4304/8416 [00:34<00:33, 123.07it/s]
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    Validation DataLoader 0:  51%|█████     | 4305/8416 [00:34<00:33, 123.07it/s]
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    Validation DataLoader 0:  51%|█████     | 4306/8416 [00:34<00:33, 123.07it/s]
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    Validation DataLoader 0:  51%|█████     | 4307/8416 [00:34<00:33, 123.07it/s]
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    Validation DataLoader 0:  51%|█████     | 4308/8416 [00:35<00:33, 123.07it/s]
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    Validation DataLoader 0:  51%|█████     | 4309/8416 [00:35<00:33, 123.07it/s]
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    Validation DataLoader 0:  51%|█████     | 4310/8416 [00:35<00:33, 123.07it/s]
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    Validation DataLoader 0:  51%|█████     | 4311/8416 [00:35<00:33, 123.07it/s]
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    Validation DataLoader 0:  51%|█████     | 4312/8416 [00:35<00:33, 123.07it/s]
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    Validation DataLoader 0:  51%|█████▏    | 4316/8416 [00:35<00:33, 123.07it/s]
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    Validation DataLoader 0:  51%|█████▏    | 4317/8416 [00:35<00:33, 123.07it/s]
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    Validation DataLoader 0:  53%|█████▎    | 4443/8416 [00:36<00:32, 123.11it/s]
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    Validation DataLoader 0:  53%|█████▎    | 4444/8416 [00:36<00:32, 123.11it/s]
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    Validation DataLoader 0:  53%|█████▎    | 4446/8416 [00:36<00:32, 123.11it/s]
    Epoch 4:  88%|████████▊ | 29696/33666 [16:06<02:09, 30.72it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4447/8416 [00:36<00:32, 123.11it/s]
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    Validation DataLoader 0:  53%|█████▎    | 4448/8416 [00:36<00:32, 123.11it/s]
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    Validation DataLoader 0:  53%|█████▎    | 4449/8416 [00:36<00:32, 123.11it/s]
    Epoch 4:  88%|████████▊ | 29699/33666 [16:06<02:09, 30.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4450/8416 [00:36<00:32, 123.11it/s]
    Epoch 4:  88%|████████▊ | 29700/33666 [16:06<02:09, 30.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4451/8416 [00:36<00:32, 123.11it/s]
    Epoch 4:  88%|████████▊ | 29701/33666 [16:06<02:09, 30.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4452/8416 [00:36<00:32, 123.11it/s]
    Epoch 4:  88%|████████▊ | 29702/33666 [16:06<02:09, 30.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4453/8416 [00:36<00:32, 123.11it/s]
    Epoch 4:  88%|████████▊ | 29703/33666 [16:06<02:08, 30.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4454/8416 [00:36<00:32, 123.11it/s]
    Epoch 4:  88%|████████▊ | 29704/33666 [16:06<02:08, 30.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4455/8416 [00:36<00:32, 123.11it/s]
    Epoch 4:  88%|████████▊ | 29705/33666 [16:06<02:08, 30.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4456/8416 [00:36<00:32, 123.11it/s]
    Epoch 4:  88%|████████▊ | 29706/33666 [16:06<02:08, 30.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4457/8416 [00:36<00:32, 123.11it/s]
    Epoch 4:  88%|████████▊ | 29707/33666 [16:06<02:08, 30.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4458/8416 [00:36<00:32, 123.12it/s]
    Epoch 4:  88%|████████▊ | 29708/33666 [16:06<02:08, 30.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4459/8416 [00:36<00:32, 123.12it/s]
    Epoch 4:  88%|████████▊ | 29709/33666 [16:06<02:08, 30.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4460/8416 [00:36<00:32, 123.12it/s]
    Epoch 4:  88%|████████▊ | 29710/33666 [16:06<02:08, 30.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4461/8416 [00:36<00:32, 123.12it/s]
    Epoch 4:  88%|████████▊ | 29711/33666 [16:06<02:08, 30.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4462/8416 [00:36<00:32, 123.12it/s]
    Epoch 4:  88%|████████▊ | 29712/33666 [16:06<02:08, 30.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4463/8416 [00:36<00:32, 123.12it/s]
    Epoch 4:  88%|████████▊ | 29713/33666 [16:06<02:08, 30.74it/s, loss=3.08, v_num=0]

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    Epoch 4:  88%|████████▊ | 29714/33666 [16:06<02:08, 30.74it/s, loss=3.08, v_num=0]

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    Epoch 4:  88%|████████▊ | 29715/33666 [16:06<02:08, 30.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4466/8416 [00:36<00:32, 123.12it/s]
    Epoch 4:  88%|████████▊ | 29716/33666 [16:06<02:08, 30.74it/s, loss=3.08, v_num=0]

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    Epoch 4:  88%|████████▊ | 29717/33666 [16:06<02:08, 30.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4468/8416 [00:36<00:32, 123.12it/s]
    Epoch 4:  88%|████████▊ | 29718/33666 [16:06<02:08, 30.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4469/8416 [00:36<00:32, 123.12it/s]
    Epoch 4:  88%|████████▊ | 29719/33666 [16:06<02:08, 30.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4470/8416 [00:36<00:32, 123.13it/s]
    Epoch 4:  88%|████████▊ | 29720/33666 [16:06<02:08, 30.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4471/8416 [00:36<00:32, 123.13it/s]
    Epoch 4:  88%|████████▊ | 29721/33666 [16:06<02:08, 30.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4472/8416 [00:36<00:32, 123.13it/s]
    Epoch 4:  88%|████████▊ | 29722/33666 [16:06<02:08, 30.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4473/8416 [00:36<00:32, 123.13it/s]
    Epoch 4:  88%|████████▊ | 29723/33666 [16:06<02:08, 30.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4474/8416 [00:36<00:32, 123.13it/s]
    Epoch 4:  88%|████████▊ | 29724/33666 [16:06<02:08, 30.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4475/8416 [00:36<00:32, 123.13it/s]
    Epoch 4:  88%|████████▊ | 29725/33666 [16:06<02:08, 30.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4476/8416 [00:36<00:31, 123.13it/s]
    Epoch 4:  88%|████████▊ | 29726/33666 [16:06<02:08, 30.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4477/8416 [00:36<00:31, 123.13it/s]
    Epoch 4:  88%|████████▊ | 29727/33666 [16:06<02:08, 30.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4478/8416 [00:36<00:31, 123.13it/s]
    Epoch 4:  88%|████████▊ | 29728/33666 [16:06<02:08, 30.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4479/8416 [00:36<00:31, 123.13it/s]
    Epoch 4:  88%|████████▊ | 29729/33666 [16:06<02:08, 30.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4480/8416 [00:36<00:31, 123.12it/s]
    Epoch 4:  88%|████████▊ | 29730/33666 [16:06<02:08, 30.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4481/8416 [00:36<00:31, 123.12it/s]
    Epoch 4:  88%|████████▊ | 29731/33666 [16:06<02:07, 30.75it/s, loss=3.08, v_num=0]

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    Epoch 4:  88%|████████▊ | 29732/33666 [16:06<02:07, 30.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4483/8416 [00:36<00:31, 123.12it/s]
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    Validation DataLoader 0:  53%|█████▎    | 4484/8416 [00:36<00:31, 123.12it/s]
    Epoch 4:  88%|████████▊ | 29734/33666 [16:06<02:07, 30.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4485/8416 [00:36<00:31, 123.13it/s]
    Epoch 4:  88%|████████▊ | 29735/33666 [16:06<02:07, 30.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4486/8416 [00:36<00:31, 123.13it/s]
    Epoch 4:  88%|████████▊ | 29736/33666 [16:06<02:07, 30.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4487/8416 [00:36<00:31, 123.13it/s]
    Epoch 4:  88%|████████▊ | 29737/33666 [16:06<02:07, 30.75it/s, loss=3.08, v_num=0]

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    Epoch 4:  88%|████████▊ | 29738/33666 [16:06<02:07, 30.76it/s, loss=3.08, v_num=0]

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    Epoch 4:  88%|████████▊ | 29739/33666 [16:06<02:07, 30.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4490/8416 [00:36<00:31, 123.13it/s]
    Epoch 4:  88%|████████▊ | 29740/33666 [16:06<02:07, 30.76it/s, loss=3.08, v_num=0]

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    Epoch 4:  88%|████████▊ | 29744/33666 [16:06<02:07, 30.76it/s, loss=3.08, v_num=0]

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    Epoch 4:  88%|████████▊ | 29745/33666 [16:06<02:07, 30.76it/s, loss=3.08, v_num=0]

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    Epoch 4:  88%|████████▊ | 29746/33666 [16:06<02:07, 30.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  53%|█████▎    | 4497/8416 [00:36<00:31, 123.13it/s]
    Epoch 4:  88%|████████▊ | 29747/33666 [16:06<02:07, 30.76it/s, loss=3.08, v_num=0]

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    Epoch 4:  88%|████████▊ | 29754/33666 [16:07<02:07, 30.77it/s, loss=3.08, v_num=0]

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    Validation DataLoader 0:  54%|█████▎    | 4508/8416 [00:36<00:31, 123.14it/s]
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    Validation DataLoader 0:  54%|█████▎    | 4509/8416 [00:36<00:31, 123.13it/s]
    Epoch 4:  88%|████████▊ | 29759/33666 [16:07<02:06, 30.77it/s, loss=3.08, v_num=0]

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    Epoch 4:  88%|████████▊ | 29760/33666 [16:07<02:06, 30.77it/s, loss=3.08, v_num=0]

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    Epoch 4:  88%|████████▊ | 29761/33666 [16:07<02:06, 30.77it/s, loss=3.08, v_num=0]

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    Epoch 4:  88%|████████▊ | 29764/33666 [16:07<02:06, 30.78it/s, loss=3.08, v_num=0]

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    Epoch 4:  88%|████████▊ | 29771/33666 [16:07<02:06, 30.78it/s, loss=3.08, v_num=0]

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    Epoch 4:  88%|████████▊ | 29772/33666 [16:07<02:06, 30.78it/s, loss=3.08, v_num=0]

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    Epoch 4:  88%|████████▊ | 29773/33666 [16:07<02:06, 30.78it/s, loss=3.08, v_num=0]

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    Epoch 4:  88%|████████▊ | 29774/33666 [16:07<02:06, 30.78it/s, loss=3.08, v_num=0]

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    Epoch 4:  88%|████████▊ | 29775/33666 [16:07<02:06, 30.78it/s, loss=3.08, v_num=0]

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    Epoch 4:  88%|████████▊ | 29776/33666 [16:07<02:06, 30.78it/s, loss=3.08, v_num=0]

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    Epoch 4:  88%|████████▊ | 29777/33666 [16:07<02:06, 30.79it/s, loss=3.08, v_num=0]

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    Epoch 4:  88%|████████▊ | 29778/33666 [16:07<02:06, 30.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4529/8416 [00:36<00:31, 123.13it/s]
    Epoch 4:  88%|████████▊ | 29779/33666 [16:07<02:06, 30.79it/s, loss=3.08, v_num=0]

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    Epoch 4:  88%|████████▊ | 29780/33666 [16:07<02:06, 30.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4531/8416 [00:36<00:31, 123.13it/s]
    Epoch 4:  88%|████████▊ | 29781/33666 [16:07<02:06, 30.79it/s, loss=3.08, v_num=0]

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    Epoch 4:  88%|████████▊ | 29782/33666 [16:07<02:06, 30.79it/s, loss=3.08, v_num=0]

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    Epoch 4:  88%|████████▊ | 29783/33666 [16:07<02:06, 30.79it/s, loss=3.08, v_num=0]

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    Epoch 4:  88%|████████▊ | 29784/33666 [16:07<02:06, 30.79it/s, loss=3.08, v_num=0]

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    Epoch 4:  88%|████████▊ | 29785/33666 [16:07<02:06, 30.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4536/8416 [00:36<00:31, 123.13it/s]
    Epoch 4:  88%|████████▊ | 29786/33666 [16:07<02:06, 30.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4537/8416 [00:36<00:31, 123.13it/s]
    Epoch 4:  88%|████████▊ | 29787/33666 [16:07<02:05, 30.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4538/8416 [00:36<00:31, 123.13it/s]
    Epoch 4:  88%|████████▊ | 29788/33666 [16:07<02:05, 30.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4539/8416 [00:36<00:31, 123.13it/s]
    Epoch 4:  88%|████████▊ | 29789/33666 [16:07<02:05, 30.80it/s, loss=3.08, v_num=0]

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    Epoch 4:  88%|████████▊ | 29790/33666 [16:07<02:05, 30.80it/s, loss=3.08, v_num=0]

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    Epoch 4:  88%|████████▊ | 29791/33666 [16:07<02:05, 30.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4542/8416 [00:36<00:31, 123.12it/s]
    Epoch 4:  88%|████████▊ | 29792/33666 [16:07<02:05, 30.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4543/8416 [00:36<00:31, 123.12it/s]
    Epoch 4:  88%|████████▊ | 29793/33666 [16:07<02:05, 30.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4544/8416 [00:36<00:31, 123.12it/s]
    Epoch 4:  88%|████████▊ | 29794/33666 [16:07<02:05, 30.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4545/8416 [00:36<00:31, 123.12it/s]
    Epoch 4:  89%|████████▊ | 29795/33666 [16:07<02:05, 30.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4546/8416 [00:36<00:31, 123.12it/s]
    Epoch 4:  89%|████████▊ | 29796/33666 [16:07<02:05, 30.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4547/8416 [00:36<00:31, 123.12it/s]
    Epoch 4:  89%|████████▊ | 29797/33666 [16:07<02:05, 30.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4548/8416 [00:36<00:31, 123.13it/s]
    Epoch 4:  89%|████████▊ | 29798/33666 [16:07<02:05, 30.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4549/8416 [00:36<00:31, 123.13it/s]
    Epoch 4:  89%|████████▊ | 29799/33666 [16:07<02:05, 30.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4550/8416 [00:36<00:31, 123.13it/s]
    Epoch 4:  89%|████████▊ | 29800/33666 [16:07<02:05, 30.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4551/8416 [00:36<00:31, 123.13it/s]
    Epoch 4:  89%|████████▊ | 29801/33666 [16:07<02:05, 30.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4552/8416 [00:36<00:31, 123.13it/s]
    Epoch 4:  89%|████████▊ | 29802/33666 [16:07<02:05, 30.81it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4553/8416 [00:36<00:31, 123.13it/s]
    Epoch 4:  89%|████████▊ | 29803/33666 [16:07<02:05, 30.81it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4554/8416 [00:36<00:31, 123.13it/s]
    Epoch 4:  89%|████████▊ | 29804/33666 [16:07<02:05, 30.81it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4555/8416 [00:36<00:31, 123.13it/s]
    Epoch 4:  89%|████████▊ | 29805/33666 [16:07<02:05, 30.81it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4556/8416 [00:37<00:31, 123.13it/s]
    Epoch 4:  89%|████████▊ | 29806/33666 [16:07<02:05, 30.81it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4557/8416 [00:37<00:31, 123.13it/s]
    Epoch 4:  89%|████████▊ | 29807/33666 [16:07<02:05, 30.81it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4558/8416 [00:37<00:31, 123.14it/s]
    Epoch 4:  89%|████████▊ | 29808/33666 [16:07<02:05, 30.81it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4559/8416 [00:37<00:31, 123.14it/s]
    Epoch 4:  89%|████████▊ | 29809/33666 [16:07<02:05, 30.81it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4560/8416 [00:37<00:31, 123.14it/s]
    Epoch 4:  89%|████████▊ | 29810/33666 [16:07<02:05, 30.81it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4561/8416 [00:37<00:31, 123.14it/s]
    Epoch 4:  89%|████████▊ | 29811/33666 [16:07<02:05, 30.81it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4562/8416 [00:37<00:31, 123.14it/s]
    Epoch 4:  89%|████████▊ | 29812/33666 [16:07<02:05, 30.81it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4563/8416 [00:37<00:31, 123.14it/s]
    Epoch 4:  89%|████████▊ | 29813/33666 [16:07<02:05, 30.81it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4564/8416 [00:37<00:31, 123.14it/s]
    Epoch 4:  89%|████████▊ | 29814/33666 [16:07<02:05, 30.81it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4565/8416 [00:37<00:31, 123.14it/s]
    Epoch 4:  89%|████████▊ | 29815/33666 [16:07<02:04, 30.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4566/8416 [00:37<00:31, 123.14it/s]
    Epoch 4:  89%|████████▊ | 29816/33666 [16:07<02:04, 30.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4567/8416 [00:37<00:31, 123.14it/s]
    Epoch 4:  89%|████████▊ | 29817/33666 [16:07<02:04, 30.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4568/8416 [00:37<00:31, 123.14it/s]
    Epoch 4:  89%|████████▊ | 29818/33666 [16:07<02:04, 30.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4569/8416 [00:37<00:31, 123.15it/s]
    Epoch 4:  89%|████████▊ | 29819/33666 [16:07<02:04, 30.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4570/8416 [00:37<00:31, 123.15it/s]
    Epoch 4:  89%|████████▊ | 29820/33666 [16:07<02:04, 30.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4571/8416 [00:37<00:31, 123.15it/s]
    Epoch 4:  89%|████████▊ | 29821/33666 [16:07<02:04, 30.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4572/8416 [00:37<00:31, 123.15it/s]
    Epoch 4:  89%|████████▊ | 29822/33666 [16:07<02:04, 30.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4573/8416 [00:37<00:31, 123.15it/s]
    Epoch 4:  89%|████████▊ | 29823/33666 [16:07<02:04, 30.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4574/8416 [00:37<00:31, 123.15it/s]
    Epoch 4:  89%|████████▊ | 29824/33666 [16:07<02:04, 30.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4575/8416 [00:37<00:31, 123.15it/s]
    Epoch 4:  89%|████████▊ | 29825/33666 [16:07<02:04, 30.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4576/8416 [00:37<00:31, 123.15it/s]
    Epoch 4:  89%|████████▊ | 29826/33666 [16:07<02:04, 30.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4577/8416 [00:37<00:31, 123.15it/s]
    Epoch 4:  89%|████████▊ | 29827/33666 [16:07<02:04, 30.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4578/8416 [00:37<00:31, 123.15it/s]
    Epoch 4:  89%|████████▊ | 29828/33666 [16:07<02:04, 30.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4579/8416 [00:37<00:31, 123.15it/s]
    Epoch 4:  89%|████████▊ | 29829/33666 [16:07<02:04, 30.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4580/8416 [00:37<00:31, 123.16it/s]
    Epoch 4:  89%|████████▊ | 29830/33666 [16:07<02:04, 30.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4581/8416 [00:37<00:31, 123.16it/s]
    Epoch 4:  89%|████████▊ | 29831/33666 [16:07<02:04, 30.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4582/8416 [00:37<00:31, 123.16it/s]
    Epoch 4:  89%|████████▊ | 29832/33666 [16:07<02:04, 30.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4583/8416 [00:37<00:31, 123.16it/s]
    Epoch 4:  89%|████████▊ | 29833/33666 [16:07<02:04, 30.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  54%|█████▍    | 4584/8416 [00:37<00:31, 123.16it/s]
    Epoch 4:  89%|████████▊ | 29834/33666 [16:07<02:04, 30.83it/s, loss=3.08, v_num=0]

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    Epoch 4:  89%|████████▊ | 29835/33666 [16:07<02:04, 30.83it/s, loss=3.08, v_num=0]

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    Epoch 4:  89%|████████▊ | 29836/33666 [16:07<02:04, 30.83it/s, loss=3.08, v_num=0]

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    Epoch 4:  89%|████████▊ | 29837/33666 [16:07<02:04, 30.83it/s, loss=3.08, v_num=0]

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    Epoch 4:  89%|████████▊ | 29839/33666 [16:07<02:04, 30.83it/s, loss=3.08, v_num=0]

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    Validation DataLoader 0:  55%|█████▍    | 4591/8416 [00:37<00:31, 123.16it/s]
    Epoch 4:  89%|████████▊ | 29841/33666 [16:07<02:04, 30.84it/s, loss=3.08, v_num=0]

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    Epoch 4:  89%|████████▊ | 29843/33666 [16:07<02:03, 30.84it/s, loss=3.08, v_num=0]

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    Epoch 4:  89%|████████▊ | 29844/33666 [16:07<02:03, 30.84it/s, loss=3.08, v_num=0]

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    Epoch 4:  89%|████████▊ | 29845/33666 [16:07<02:03, 30.84it/s, loss=3.08, v_num=0]

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    Epoch 4:  89%|████████▊ | 29847/33666 [16:07<02:03, 30.84it/s, loss=3.08, v_num=0]

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    Epoch 4:  89%|████████▊ | 29849/33666 [16:07<02:03, 30.84it/s, loss=3.08, v_num=0]

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    Epoch 4:  89%|████████▊ | 29851/33666 [16:07<02:03, 30.84it/s, loss=3.08, v_num=0]

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    Epoch 4:  89%|████████▉ | 29902/33666 [16:08<02:01, 30.88it/s, loss=3.08, v_num=0]

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    Epoch 4:  89%|████████▉ | 29903/33666 [16:08<02:01, 30.88it/s, loss=3.08, v_num=0]

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    Epoch 4:  89%|████████▉ | 29904/33666 [16:08<02:01, 30.88it/s, loss=3.08, v_num=0]

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    Epoch 4:  89%|████████▉ | 29945/33666 [16:08<02:00, 30.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4696/8416 [00:38<00:30, 123.17it/s]
    Epoch 4:  89%|████████▉ | 29946/33666 [16:08<02:00, 30.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4697/8416 [00:38<00:30, 123.17it/s]
    Epoch 4:  89%|████████▉ | 29947/33666 [16:08<02:00, 30.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4698/8416 [00:38<00:30, 123.17it/s]
    Epoch 4:  89%|████████▉ | 29948/33666 [16:08<02:00, 30.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4699/8416 [00:38<00:30, 123.17it/s]
    Epoch 4:  89%|████████▉ | 29949/33666 [16:08<02:00, 30.92it/s, loss=3.08, v_num=0]

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    Epoch 4:  89%|████████▉ | 29950/33666 [16:08<02:00, 30.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4701/8416 [00:38<00:30, 123.18it/s]
    Epoch 4:  89%|████████▉ | 29951/33666 [16:08<02:00, 30.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4702/8416 [00:38<00:30, 123.18it/s]
    Epoch 4:  89%|████████▉ | 29952/33666 [16:08<02:00, 30.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4703/8416 [00:38<00:30, 123.18it/s]
    Epoch 4:  89%|████████▉ | 29953/33666 [16:08<02:00, 30.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4704/8416 [00:38<00:30, 123.18it/s]
    Epoch 4:  89%|████████▉ | 29954/33666 [16:08<02:00, 30.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4705/8416 [00:38<00:30, 123.18it/s]
    Epoch 4:  89%|████████▉ | 29955/33666 [16:08<02:00, 30.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4706/8416 [00:38<00:30, 123.18it/s]
    Epoch 4:  89%|████████▉ | 29956/33666 [16:08<01:59, 30.92it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4707/8416 [00:38<00:30, 123.18it/s]
    Epoch 4:  89%|████████▉ | 29957/33666 [16:08<01:59, 30.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4708/8416 [00:38<00:30, 123.18it/s]
    Epoch 4:  89%|████████▉ | 29958/33666 [16:08<01:59, 30.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4709/8416 [00:38<00:30, 123.18it/s]
    Epoch 4:  89%|████████▉ | 29959/33666 [16:08<01:59, 30.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4710/8416 [00:38<00:30, 123.18it/s]
    Epoch 4:  89%|████████▉ | 29960/33666 [16:08<01:59, 30.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4711/8416 [00:38<00:30, 123.18it/s]
    Epoch 4:  89%|████████▉ | 29961/33666 [16:08<01:59, 30.93it/s, loss=3.08, v_num=0]

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    Epoch 4:  89%|████████▉ | 29962/33666 [16:08<01:59, 30.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4713/8416 [00:38<00:30, 123.19it/s]
    Epoch 4:  89%|████████▉ | 29963/33666 [16:08<01:59, 30.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4714/8416 [00:38<00:30, 123.19it/s]
    Epoch 4:  89%|████████▉ | 29964/33666 [16:08<01:59, 30.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4715/8416 [00:38<00:30, 123.19it/s]
    Epoch 4:  89%|████████▉ | 29965/33666 [16:08<01:59, 30.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4716/8416 [00:38<00:30, 123.19it/s]
    Epoch 4:  89%|████████▉ | 29966/33666 [16:08<01:59, 30.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4717/8416 [00:38<00:30, 123.19it/s]
    Epoch 4:  89%|████████▉ | 29967/33666 [16:08<01:59, 30.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4718/8416 [00:38<00:30, 123.19it/s]
    Epoch 4:  89%|████████▉ | 29968/33666 [16:08<01:59, 30.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4719/8416 [00:38<00:30, 123.19it/s]
    Epoch 4:  89%|████████▉ | 29969/33666 [16:08<01:59, 30.93it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4720/8416 [00:38<00:30, 123.19it/s]
    Epoch 4:  89%|████████▉ | 29970/33666 [16:08<01:59, 30.94it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4721/8416 [00:38<00:29, 123.19it/s]
    Epoch 4:  89%|████████▉ | 29971/33666 [16:08<01:59, 30.94it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4722/8416 [00:38<00:29, 123.19it/s]
    Epoch 4:  89%|████████▉ | 29972/33666 [16:08<01:59, 30.94it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4723/8416 [00:38<00:29, 123.19it/s]
    Epoch 4:  89%|████████▉ | 29973/33666 [16:08<01:59, 30.94it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4724/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 29974/33666 [16:08<01:59, 30.94it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4725/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 29975/33666 [16:08<01:59, 30.94it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4726/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 29976/33666 [16:08<01:59, 30.94it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4727/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 29977/33666 [16:08<01:59, 30.94it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4728/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 29978/33666 [16:08<01:59, 30.94it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4729/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 29979/33666 [16:08<01:59, 30.94it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4730/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 29980/33666 [16:08<01:59, 30.94it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4731/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 29981/33666 [16:08<01:59, 30.94it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4732/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 29982/33666 [16:08<01:59, 30.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▌    | 4733/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 29983/33666 [16:08<01:59, 30.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4734/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 29984/33666 [16:08<01:58, 30.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4735/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 29985/33666 [16:08<01:58, 30.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4736/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 29986/33666 [16:08<01:58, 30.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4737/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 29987/33666 [16:08<01:58, 30.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4738/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 29988/33666 [16:08<01:58, 30.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4739/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 29989/33666 [16:08<01:58, 30.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4740/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 29990/33666 [16:08<01:58, 30.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4741/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 29991/33666 [16:08<01:58, 30.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4742/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 29992/33666 [16:08<01:58, 30.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4743/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 29993/33666 [16:08<01:58, 30.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4744/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 29994/33666 [16:08<01:58, 30.95it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4745/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 29995/33666 [16:08<01:58, 30.96it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4746/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 29996/33666 [16:08<01:58, 30.96it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4747/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 29997/33666 [16:08<01:58, 30.96it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4748/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 29998/33666 [16:09<01:58, 30.96it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4749/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 29999/33666 [16:09<01:58, 30.96it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4750/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 30000/33666 [16:09<01:58, 30.96it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4751/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 30001/33666 [16:09<01:58, 30.96it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4752/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 30002/33666 [16:09<01:58, 30.96it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4753/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 30003/33666 [16:09<01:58, 30.96it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4754/8416 [00:38<00:29, 123.21it/s]
    Epoch 4:  89%|████████▉ | 30004/33666 [16:09<01:58, 30.96it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  56%|█████▋    | 4755/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 30005/33666 [16:09<01:58, 30.96it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4756/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 30006/33666 [16:09<01:58, 30.96it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4757/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 30007/33666 [16:09<01:58, 30.96it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4758/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 30008/33666 [16:09<01:58, 30.97it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4759/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 30009/33666 [16:09<01:58, 30.97it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4760/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 30010/33666 [16:09<01:58, 30.97it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4761/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 30011/33666 [16:09<01:58, 30.97it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4762/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 30012/33666 [16:09<01:57, 30.97it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4763/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 30013/33666 [16:09<01:57, 30.97it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4764/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 30014/33666 [16:09<01:57, 30.97it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4765/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 30015/33666 [16:09<01:57, 30.97it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4766/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 30016/33666 [16:09<01:57, 30.97it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4767/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 30017/33666 [16:09<01:57, 30.97it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4768/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 30018/33666 [16:09<01:57, 30.97it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4769/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 30019/33666 [16:09<01:57, 30.97it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4770/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 30020/33666 [16:09<01:57, 30.97it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4771/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 30021/33666 [16:09<01:57, 30.98it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4772/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 30022/33666 [16:09<01:57, 30.98it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4773/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 30023/33666 [16:09<01:57, 30.98it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4774/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 30024/33666 [16:09<01:57, 30.98it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4775/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 30025/33666 [16:09<01:57, 30.98it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4776/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 30026/33666 [16:09<01:57, 30.98it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4777/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 30027/33666 [16:09<01:57, 30.98it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4778/8416 [00:38<00:29, 123.20it/s]
    Epoch 4:  89%|████████▉ | 30028/33666 [16:09<01:57, 30.98it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4779/8416 [00:38<00:29, 123.21it/s]
    Epoch 4:  89%|████████▉ | 30029/33666 [16:09<01:57, 30.98it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4780/8416 [00:38<00:29, 123.21it/s]
    Epoch 4:  89%|████████▉ | 30030/33666 [16:09<01:57, 30.98it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4781/8416 [00:38<00:29, 123.21it/s]
    Epoch 4:  89%|████████▉ | 30031/33666 [16:09<01:57, 30.98it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4782/8416 [00:38<00:29, 123.21it/s]
    Epoch 4:  89%|████████▉ | 30032/33666 [16:09<01:57, 30.98it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4783/8416 [00:38<00:29, 123.21it/s]
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    Validation DataLoader 0:  57%|█████▋    | 4788/8416 [00:38<00:29, 123.21it/s]
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    Validation DataLoader 0:  57%|█████▋    | 4793/8416 [00:38<00:29, 123.21it/s]
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    Epoch 4:  89%|████████▉ | 30044/33666 [16:09<01:56, 30.99it/s, loss=3.08, v_num=0]

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    Epoch 4:  89%|████████▉ | 30045/33666 [16:09<01:56, 30.99it/s, loss=3.08, v_num=0]

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    Epoch 4:  89%|████████▉ | 30047/33666 [16:09<01:56, 31.00it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4798/8416 [00:38<00:29, 123.21it/s]
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    Epoch 4:  89%|████████▉ | 30049/33666 [16:09<01:56, 31.00it/s, loss=3.08, v_num=0]

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    Epoch 4:  89%|████████▉ | 30050/33666 [16:09<01:56, 31.00it/s, loss=3.08, v_num=0]

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    Validation DataLoader 0:  57%|█████▋    | 4802/8416 [00:38<00:29, 123.21it/s]
    Epoch 4:  89%|████████▉ | 30052/33666 [16:09<01:56, 31.00it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4803/8416 [00:38<00:29, 123.21it/s]
    Epoch 4:  89%|████████▉ | 30053/33666 [16:09<01:56, 31.00it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4804/8416 [00:38<00:29, 123.21it/s]
    Epoch 4:  89%|████████▉ | 30054/33666 [16:09<01:56, 31.00it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4805/8416 [00:38<00:29, 123.21it/s]
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    Validation DataLoader 0:  57%|█████▋    | 4806/8416 [00:39<00:29, 123.21it/s]
    Epoch 4:  89%|████████▉ | 30056/33666 [16:09<01:56, 31.00it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4807/8416 [00:39<00:29, 123.21it/s]
    Epoch 4:  89%|████████▉ | 30057/33666 [16:09<01:56, 31.00it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4808/8416 [00:39<00:29, 123.21it/s]
    Epoch 4:  89%|████████▉ | 30058/33666 [16:09<01:56, 31.00it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4809/8416 [00:39<00:29, 123.21it/s]
    Epoch 4:  89%|████████▉ | 30059/33666 [16:09<01:56, 31.00it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4810/8416 [00:39<00:29, 123.21it/s]
    Epoch 4:  89%|████████▉ | 30060/33666 [16:09<01:56, 31.01it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4811/8416 [00:39<00:29, 123.21it/s]
    Epoch 4:  89%|████████▉ | 30061/33666 [16:09<01:56, 31.01it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4812/8416 [00:39<00:29, 123.21it/s]
    Epoch 4:  89%|████████▉ | 30062/33666 [16:09<01:56, 31.01it/s, loss=3.08, v_num=0]

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    Epoch 4:  89%|████████▉ | 30063/33666 [16:09<01:56, 31.01it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4814/8416 [00:39<00:29, 123.21it/s]
    Epoch 4:  89%|████████▉ | 30064/33666 [16:09<01:56, 31.01it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4815/8416 [00:39<00:29, 123.22it/s]
    Epoch 4:  89%|████████▉ | 30065/33666 [16:09<01:56, 31.01it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4816/8416 [00:39<00:29, 123.22it/s]
    Epoch 4:  89%|████████▉ | 30066/33666 [16:09<01:56, 31.01it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4817/8416 [00:39<00:29, 123.22it/s]
    Epoch 4:  89%|████████▉ | 30067/33666 [16:09<01:56, 31.01it/s, loss=3.08, v_num=0]

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    Epoch 4:  89%|████████▉ | 30068/33666 [16:09<01:56, 31.01it/s, loss=3.08, v_num=0]

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    Epoch 4:  89%|████████▉ | 30069/33666 [16:09<01:55, 31.01it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4820/8416 [00:39<00:29, 123.22it/s]
    Epoch 4:  89%|████████▉ | 30070/33666 [16:09<01:55, 31.01it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4821/8416 [00:39<00:29, 123.22it/s]
    Epoch 4:  89%|████████▉ | 30071/33666 [16:09<01:55, 31.01it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4822/8416 [00:39<00:29, 123.22it/s]
    Epoch 4:  89%|████████▉ | 30072/33666 [16:09<01:55, 31.01it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4823/8416 [00:39<00:29, 123.22it/s]
    Epoch 4:  89%|████████▉ | 30073/33666 [16:09<01:55, 31.02it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4824/8416 [00:39<00:29, 123.22it/s]
    Epoch 4:  89%|████████▉ | 30074/33666 [16:09<01:55, 31.02it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4825/8416 [00:39<00:29, 123.22it/s]
    Epoch 4:  89%|████████▉ | 30075/33666 [16:09<01:55, 31.02it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4826/8416 [00:39<00:29, 123.22it/s]
    Epoch 4:  89%|████████▉ | 30076/33666 [16:09<01:55, 31.02it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4827/8416 [00:39<00:29, 123.22it/s]
    Epoch 4:  89%|████████▉ | 30077/33666 [16:09<01:55, 31.02it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4828/8416 [00:39<00:29, 123.22it/s]
    Epoch 4:  89%|████████▉ | 30078/33666 [16:09<01:55, 31.02it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4829/8416 [00:39<00:29, 123.22it/s]
    Epoch 4:  89%|████████▉ | 30079/33666 [16:09<01:55, 31.02it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4830/8416 [00:39<00:29, 123.22it/s]
    Epoch 4:  89%|████████▉ | 30080/33666 [16:09<01:55, 31.02it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4831/8416 [00:39<00:29, 123.22it/s]
    Epoch 4:  89%|████████▉ | 30081/33666 [16:09<01:55, 31.02it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4832/8416 [00:39<00:29, 123.22it/s]
    Epoch 4:  89%|████████▉ | 30082/33666 [16:09<01:55, 31.02it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4833/8416 [00:39<00:29, 123.22it/s]
    Epoch 4:  89%|████████▉ | 30083/33666 [16:09<01:55, 31.02it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4834/8416 [00:39<00:29, 123.22it/s]
    Epoch 4:  89%|████████▉ | 30084/33666 [16:09<01:55, 31.02it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4835/8416 [00:39<00:29, 123.22it/s]
    Epoch 4:  89%|████████▉ | 30085/33666 [16:09<01:55, 31.02it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4836/8416 [00:39<00:29, 123.22it/s]
    Epoch 4:  89%|████████▉ | 30086/33666 [16:09<01:55, 31.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4837/8416 [00:39<00:29, 123.22it/s]
    Epoch 4:  89%|████████▉ | 30087/33666 [16:09<01:55, 31.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4838/8416 [00:39<00:29, 123.22it/s]
    Epoch 4:  89%|████████▉ | 30088/33666 [16:09<01:55, 31.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  57%|█████▋    | 4839/8416 [00:39<00:29, 123.22it/s]
    Epoch 4:  89%|████████▉ | 30089/33666 [16:09<01:55, 31.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4840/8416 [00:39<00:29, 123.22it/s]
    Epoch 4:  89%|████████▉ | 30090/33666 [16:09<01:55, 31.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4841/8416 [00:39<00:29, 123.22it/s]
    Epoch 4:  89%|████████▉ | 30091/33666 [16:09<01:55, 31.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4842/8416 [00:39<00:29, 123.22it/s]
    Epoch 4:  89%|████████▉ | 30092/33666 [16:09<01:55, 31.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4843/8416 [00:39<00:28, 123.22it/s]
    Epoch 4:  89%|████████▉ | 30093/33666 [16:09<01:55, 31.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4844/8416 [00:39<00:28, 123.22it/s]
    Epoch 4:  89%|████████▉ | 30094/33666 [16:09<01:55, 31.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4845/8416 [00:39<00:28, 123.21it/s]
    Epoch 4:  89%|████████▉ | 30095/33666 [16:09<01:55, 31.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4846/8416 [00:39<00:28, 123.21it/s]
    Epoch 4:  89%|████████▉ | 30096/33666 [16:09<01:55, 31.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4847/8416 [00:39<00:28, 123.21it/s]
    Epoch 4:  89%|████████▉ | 30097/33666 [16:09<01:55, 31.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4848/8416 [00:39<00:28, 123.21it/s]
    Epoch 4:  89%|████████▉ | 30098/33666 [16:09<01:54, 31.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4849/8416 [00:39<00:28, 123.21it/s]
    Epoch 4:  89%|████████▉ | 30099/33666 [16:09<01:54, 31.04it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4850/8416 [00:39<00:28, 123.21it/s]
    Epoch 4:  89%|████████▉ | 30100/33666 [16:09<01:54, 31.04it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4851/8416 [00:39<00:28, 123.21it/s]
    Epoch 4:  89%|████████▉ | 30101/33666 [16:09<01:54, 31.04it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4852/8416 [00:39<00:28, 123.22it/s]
    Epoch 4:  89%|████████▉ | 30102/33666 [16:09<01:54, 31.04it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4853/8416 [00:39<00:28, 123.22it/s]
    Epoch 4:  89%|████████▉ | 30103/33666 [16:09<01:54, 31.04it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4854/8416 [00:39<00:28, 123.22it/s]
    Epoch 4:  89%|████████▉ | 30104/33666 [16:09<01:54, 31.04it/s, loss=3.08, v_num=0]

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    Validation DataLoader 0:  58%|█████▊    | 4856/8416 [00:39<00:28, 123.22it/s]
    Epoch 4:  89%|████████▉ | 30106/33666 [16:09<01:54, 31.04it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4857/8416 [00:39<00:28, 123.22it/s]
    Epoch 4:  89%|████████▉ | 30107/33666 [16:09<01:54, 31.04it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4858/8416 [00:39<00:28, 123.22it/s]
    Epoch 4:  89%|████████▉ | 30108/33666 [16:09<01:54, 31.04it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4859/8416 [00:39<00:28, 123.22it/s]
    Epoch 4:  89%|████████▉ | 30109/33666 [16:09<01:54, 31.04it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4860/8416 [00:39<00:28, 123.22it/s]
    Epoch 4:  89%|████████▉ | 30110/33666 [16:09<01:54, 31.04it/s, loss=3.08, v_num=0]

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    Epoch 4:  89%|████████▉ | 30111/33666 [16:09<01:54, 31.04it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  58%|█████▊    | 4862/8416 [00:39<00:28, 123.22it/s]
    Epoch 4:  89%|████████▉ | 30112/33666 [16:09<01:54, 31.05it/s, loss=3.08, v_num=0]

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    Epoch 4:  89%|████████▉ | 30113/33666 [16:09<01:54, 31.05it/s, loss=3.08, v_num=0]

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    Epoch 4:  89%|████████▉ | 30114/33666 [16:09<01:54, 31.05it/s, loss=3.08, v_num=0]

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    Epoch 4:  89%|████████▉ | 30115/33666 [16:09<01:54, 31.05it/s, loss=3.08, v_num=0]

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    Epoch 4:  89%|████████▉ | 30116/33666 [16:09<01:54, 31.05it/s, loss=3.08, v_num=0]

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    Epoch 4:  89%|████████▉ | 30117/33666 [16:09<01:54, 31.05it/s, loss=3.08, v_num=0]

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    Epoch 4:  89%|████████▉ | 30119/33666 [16:09<01:54, 31.05it/s, loss=3.08, v_num=0]

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    Epoch 4:  89%|████████▉ | 30120/33666 [16:09<01:54, 31.05it/s, loss=3.08, v_num=0]

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    Validation DataLoader 0:  58%|█████▊    | 4893/8416 [00:39<00:28, 123.22it/s]
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    Validation DataLoader 0:  58%|█████▊    | 4903/8416 [00:39<00:28, 123.22it/s]
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    Epoch 4:  90%|████████▉ | 30154/33666 [16:10<01:53, 31.08it/s, loss=3.08, v_num=0]

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    Epoch 4:  90%|████████▉ | 30160/33666 [16:10<01:52, 31.08it/s, loss=3.08, v_num=0]

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    Epoch 4:  90%|████████▉ | 30161/33666 [16:10<01:52, 31.08it/s, loss=3.08, v_num=0]

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    Epoch 4:  90%|████████▉ | 30162/33666 [16:10<01:52, 31.08it/s, loss=3.08, v_num=0]

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    Epoch 4:  90%|████████▉ | 30163/33666 [16:10<01:52, 31.09it/s, loss=3.08, v_num=0]

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    Epoch 4:  90%|████████▉ | 30168/33666 [16:10<01:52, 31.09it/s, loss=3.08, v_num=0]

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    Epoch 4:  90%|████████▉ | 30169/33666 [16:10<01:52, 31.09it/s, loss=3.08, v_num=0]

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    Epoch 4:  90%|████████▉ | 30170/33666 [16:10<01:52, 31.09it/s, loss=3.08, v_num=0]

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    Epoch 4:  90%|████████▉ | 30171/33666 [16:10<01:52, 31.09it/s, loss=3.08, v_num=0]

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    Epoch 4:  90%|████████▉ | 30172/33666 [16:10<01:52, 31.09it/s, loss=3.08, v_num=0]

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    Epoch 4:  90%|████████▉ | 30173/33666 [16:10<01:52, 31.09it/s, loss=3.08, v_num=0]

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    Epoch 4:  90%|████████▉ | 30174/33666 [16:10<01:52, 31.09it/s, loss=3.08, v_num=0]

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    Epoch 4:  90%|████████▉ | 30175/33666 [16:10<01:52, 31.09it/s, loss=3.08, v_num=0]

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    Epoch 4:  90%|████████▉ | 30179/33666 [16:10<01:52, 31.10it/s, loss=3.08, v_num=0]

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    Epoch 4:  90%|████████▉ | 30180/33666 [16:10<01:52, 31.10it/s, loss=3.08, v_num=0]

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    Epoch 4:  90%|████████▉ | 30181/33666 [16:10<01:52, 31.10it/s, loss=3.08, v_num=0]

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    Epoch 4:  90%|████████▉ | 30186/33666 [16:10<01:51, 31.10it/s, loss=3.08, v_num=0]

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    Epoch 4:  90%|████████▉ | 30187/33666 [16:10<01:51, 31.10it/s, loss=3.08, v_num=0]

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    Epoch 4:  90%|████████▉ | 30188/33666 [16:10<01:51, 31.10it/s, loss=3.08, v_num=0]

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    Epoch 4:  90%|████████▉ | 30189/33666 [16:10<01:51, 31.11it/s, loss=3.08, v_num=0]

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    Epoch 4:  90%|████████▉ | 30190/33666 [16:10<01:51, 31.11it/s, loss=3.08, v_num=0]

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    Epoch 4:  90%|████████▉ | 30192/33666 [16:10<01:51, 31.11it/s, loss=3.08, v_num=0]

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    Validation DataLoader 0:  59%|█████▉    | 4980/8416 [00:40<00:27, 123.24it/s]
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    Validation DataLoader 0:  59%|█████▉    | 4982/8416 [00:40<00:27, 123.24it/s]
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    Validation DataLoader 0:  59%|█████▉    | 4985/8416 [00:40<00:27, 123.24it/s]
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    Validation DataLoader 0:  59%|█████▉    | 4988/8416 [00:40<00:27, 123.24it/s]
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    Validation DataLoader 0:  59%|█████▉    | 4989/8416 [00:40<00:27, 123.24it/s]
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    Validation DataLoader 0:  59%|█████▉    | 4990/8416 [00:40<00:27, 123.24it/s]
    Epoch 4:  90%|████████▉ | 30240/33666 [16:10<01:50, 31.14it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4991/8416 [00:40<00:27, 123.24it/s]
    Epoch 4:  90%|████████▉ | 30241/33666 [16:10<01:49, 31.15it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4992/8416 [00:40<00:27, 123.24it/s]
    Epoch 4:  90%|████████▉ | 30242/33666 [16:10<01:49, 31.15it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4993/8416 [00:40<00:27, 123.23it/s]
    Epoch 4:  90%|████████▉ | 30243/33666 [16:10<01:49, 31.15it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 4994/8416 [00:40<00:27, 123.23it/s]
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    Validation DataLoader 0:  59%|█████▉    | 4996/8416 [00:40<00:27, 123.24it/s]
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    Validation DataLoader 0:  59%|█████▉    | 4998/8416 [00:40<00:27, 123.23it/s]
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    Validation DataLoader 0:  59%|█████▉    | 5000/8416 [00:40<00:27, 123.23it/s]
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    Validation DataLoader 0:  59%|█████▉    | 5001/8416 [00:40<00:27, 123.23it/s]
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    Epoch 4:  90%|████████▉ | 30252/33666 [16:11<01:49, 31.15it/s, loss=3.08, v_num=0]

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    Epoch 4:  90%|████████▉ | 30254/33666 [16:11<01:49, 31.16it/s, loss=3.08, v_num=0]

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    Epoch 4:  90%|████████▉ | 30255/33666 [16:11<01:49, 31.16it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 5006/8416 [00:40<00:27, 123.24it/s]
    Epoch 4:  90%|████████▉ | 30256/33666 [16:11<01:49, 31.16it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  59%|█████▉    | 5007/8416 [00:40<00:27, 123.24it/s]
    Epoch 4:  90%|████████▉ | 30257/33666 [16:11<01:49, 31.16it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5008/8416 [00:40<00:27, 123.24it/s]
    Epoch 4:  90%|████████▉ | 30258/33666 [16:11<01:49, 31.16it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5009/8416 [00:40<00:27, 123.24it/s]
    Epoch 4:  90%|████████▉ | 30259/33666 [16:11<01:49, 31.16it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5010/8416 [00:40<00:27, 123.24it/s]
    Epoch 4:  90%|████████▉ | 30260/33666 [16:11<01:49, 31.16it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5011/8416 [00:40<00:27, 123.24it/s]
    Epoch 4:  90%|████████▉ | 30261/33666 [16:11<01:49, 31.16it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  60%|█████▉    | 5012/8416 [00:40<00:27, 123.24it/s]
    Epoch 4:  90%|████████▉ | 30262/33666 [16:11<01:49, 31.16it/s, loss=3.08, v_num=0]

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    Epoch 4:  90%|████████▉ | 30263/33666 [16:11<01:49, 31.16it/s, loss=3.08, v_num=0]

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    Epoch 4:  90%|████████▉ | 30264/33666 [16:11<01:49, 31.16it/s, loss=3.08, v_num=0]

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    Epoch 4:  90%|████████▉ | 30265/33666 [16:11<01:49, 31.16it/s, loss=3.08, v_num=0]

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    Epoch 4:  90%|████████▉ | 30269/33666 [16:11<01:48, 31.17it/s, loss=3.08, v_num=0]

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    Validation DataLoader 0:  61%|██████    | 5100/8416 [00:41<00:26, 123.28it/s]
    Epoch 4:  90%|█████████ | 30350/33666 [16:11<01:46, 31.23it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5101/8416 [00:41<00:26, 123.28it/s]
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    Epoch 4:  90%|█████████ | 30394/33666 [16:12<01:44, 31.26it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5145/8416 [00:41<00:26, 123.30it/s]
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    Validation DataLoader 0:  61%|██████    | 5146/8416 [00:41<00:26, 123.30it/s]
    Epoch 4:  90%|█████████ | 30396/33666 [16:12<01:44, 31.27it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5147/8416 [00:41<00:26, 123.30it/s]
    Epoch 4:  90%|█████████ | 30397/33666 [16:12<01:44, 31.27it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5148/8416 [00:41<00:26, 123.30it/s]
    Epoch 4:  90%|█████████ | 30398/33666 [16:12<01:44, 31.27it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5149/8416 [00:41<00:26, 123.30it/s]
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    Validation DataLoader 0:  61%|██████    | 5150/8416 [00:41<00:26, 123.30it/s]
    Epoch 4:  90%|█████████ | 30400/33666 [16:12<01:44, 31.27it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5151/8416 [00:41<00:26, 123.30it/s]
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    Validation DataLoader 0:  61%|██████    | 5152/8416 [00:41<00:26, 123.30it/s]
    Epoch 4:  90%|█████████ | 30402/33666 [16:12<01:44, 31.27it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5153/8416 [00:41<00:26, 123.30it/s]
    Epoch 4:  90%|█████████ | 30403/33666 [16:12<01:44, 31.27it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  61%|██████    | 5154/8416 [00:41<00:26, 123.30it/s]
    Epoch 4:  90%|█████████ | 30404/33666 [16:12<01:44, 31.27it/s, loss=3.08, v_num=0]

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    Epoch 4:  90%|█████████ | 30405/33666 [16:12<01:44, 31.27it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5156/8416 [00:41<00:26, 123.30it/s]
    Epoch 4:  90%|█████████ | 30406/33666 [16:12<01:44, 31.27it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5157/8416 [00:41<00:26, 123.30it/s]
    Epoch 4:  90%|█████████ | 30407/33666 [16:12<01:44, 31.27it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5158/8416 [00:41<00:26, 123.30it/s]
    Epoch 4:  90%|█████████ | 30408/33666 [16:12<01:44, 31.27it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5159/8416 [00:41<00:26, 123.30it/s]
    Epoch 4:  90%|█████████ | 30409/33666 [16:12<01:44, 31.28it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5160/8416 [00:41<00:26, 123.30it/s]
    Epoch 4:  90%|█████████ | 30410/33666 [16:12<01:44, 31.28it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5161/8416 [00:41<00:26, 123.30it/s]
    Epoch 4:  90%|█████████ | 30411/33666 [16:12<01:44, 31.28it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5162/8416 [00:41<00:26, 123.30it/s]
    Epoch 4:  90%|█████████ | 30412/33666 [16:12<01:44, 31.28it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5163/8416 [00:41<00:26, 123.30it/s]
    Epoch 4:  90%|█████████ | 30413/33666 [16:12<01:44, 31.28it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5164/8416 [00:41<00:26, 123.30it/s]
    Epoch 4:  90%|█████████ | 30414/33666 [16:12<01:43, 31.28it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5165/8416 [00:41<00:26, 123.30it/s]
    Epoch 4:  90%|█████████ | 30415/33666 [16:12<01:43, 31.28it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5166/8416 [00:41<00:26, 123.30it/s]
    Epoch 4:  90%|█████████ | 30416/33666 [16:12<01:43, 31.28it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5167/8416 [00:41<00:26, 123.30it/s]
    Epoch 4:  90%|█████████ | 30417/33666 [16:12<01:43, 31.28it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5168/8416 [00:41<00:26, 123.30it/s]
    Epoch 4:  90%|█████████ | 30418/33666 [16:12<01:43, 31.28it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5169/8416 [00:41<00:26, 123.30it/s]
    Epoch 4:  90%|█████████ | 30419/33666 [16:12<01:43, 31.28it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5170/8416 [00:41<00:26, 123.30it/s]
    Epoch 4:  90%|█████████ | 30420/33666 [16:12<01:43, 31.28it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5171/8416 [00:41<00:26, 123.31it/s]
    Epoch 4:  90%|█████████ | 30421/33666 [16:12<01:43, 31.28it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5172/8416 [00:41<00:26, 123.31it/s]
    Epoch 4:  90%|█████████ | 30422/33666 [16:12<01:43, 31.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5173/8416 [00:41<00:26, 123.29it/s]
    Epoch 4:  90%|█████████ | 30423/33666 [16:12<01:43, 31.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5174/8416 [00:41<00:26, 123.29it/s]
    Epoch 4:  90%|█████████ | 30424/33666 [16:12<01:43, 31.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  61%|██████▏   | 5175/8416 [00:41<00:26, 123.29it/s]
    Epoch 4:  90%|█████████ | 30425/33666 [16:12<01:43, 31.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5176/8416 [00:41<00:26, 123.29it/s]
    Epoch 4:  90%|█████████ | 30426/33666 [16:12<01:43, 31.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5177/8416 [00:41<00:26, 123.29it/s]
    Epoch 4:  90%|█████████ | 30427/33666 [16:12<01:43, 31.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5178/8416 [00:41<00:26, 123.29it/s]
    Epoch 4:  90%|█████████ | 30428/33666 [16:12<01:43, 31.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5179/8416 [00:42<00:26, 123.29it/s]
    Epoch 4:  90%|█████████ | 30429/33666 [16:12<01:43, 31.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5180/8416 [00:42<00:26, 123.29it/s]
    Epoch 4:  90%|█████████ | 30430/33666 [16:12<01:43, 31.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5181/8416 [00:42<00:26, 123.29it/s]
    Epoch 4:  90%|█████████ | 30431/33666 [16:12<01:43, 31.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5182/8416 [00:42<00:26, 123.29it/s]
    Epoch 4:  90%|█████████ | 30432/33666 [16:12<01:43, 31.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5183/8416 [00:42<00:26, 123.29it/s]
    Epoch 4:  90%|█████████ | 30433/33666 [16:12<01:43, 31.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5184/8416 [00:42<00:26, 123.29it/s]
    Epoch 4:  90%|█████████ | 30434/33666 [16:12<01:43, 31.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5185/8416 [00:42<00:26, 123.29it/s]
    Epoch 4:  90%|█████████ | 30435/33666 [16:12<01:43, 31.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5186/8416 [00:42<00:26, 123.29it/s]
    Epoch 4:  90%|█████████ | 30436/33666 [16:12<01:43, 31.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5187/8416 [00:42<00:26, 123.29it/s]
    Epoch 4:  90%|█████████ | 30437/33666 [16:12<01:43, 31.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5188/8416 [00:42<00:26, 123.29it/s]
    Epoch 4:  90%|█████████ | 30438/33666 [16:12<01:43, 31.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5189/8416 [00:42<00:26, 123.29it/s]
    Epoch 4:  90%|█████████ | 30439/33666 [16:12<01:43, 31.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5190/8416 [00:42<00:26, 123.29it/s]
    Epoch 4:  90%|█████████ | 30440/33666 [16:12<01:43, 31.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5191/8416 [00:42<00:26, 123.29it/s]
    Epoch 4:  90%|█████████ | 30441/33666 [16:12<01:43, 31.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5192/8416 [00:42<00:26, 123.29it/s]
    Epoch 4:  90%|█████████ | 30442/33666 [16:12<01:43, 31.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5193/8416 [00:42<00:26, 123.29it/s]
    Epoch 4:  90%|█████████ | 30443/33666 [16:12<01:42, 31.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5194/8416 [00:42<00:26, 123.29it/s]
    Epoch 4:  90%|█████████ | 30444/33666 [16:12<01:42, 31.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5195/8416 [00:42<00:26, 123.29it/s]
    Epoch 4:  90%|█████████ | 30445/33666 [16:12<01:42, 31.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5196/8416 [00:42<00:26, 123.29it/s]
    Epoch 4:  90%|█████████ | 30446/33666 [16:12<01:42, 31.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5197/8416 [00:42<00:26, 123.29it/s]
    Epoch 4:  90%|█████████ | 30447/33666 [16:12<01:42, 31.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5198/8416 [00:42<00:26, 123.29it/s]
    Epoch 4:  90%|█████████ | 30448/33666 [16:12<01:42, 31.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5199/8416 [00:42<00:26, 123.29it/s]
    Epoch 4:  90%|█████████ | 30449/33666 [16:12<01:42, 31.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5200/8416 [00:42<00:26, 123.29it/s]
    Epoch 4:  90%|█████████ | 30450/33666 [16:12<01:42, 31.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5201/8416 [00:42<00:26, 123.29it/s]
    Epoch 4:  90%|█████████ | 30451/33666 [16:12<01:42, 31.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5202/8416 [00:42<00:26, 123.29it/s]
    Epoch 4:  90%|█████████ | 30452/33666 [16:12<01:42, 31.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5203/8416 [00:42<00:26, 123.29it/s]
    Epoch 4:  90%|█████████ | 30453/33666 [16:12<01:42, 31.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5204/8416 [00:42<00:26, 123.29it/s]
    Epoch 4:  90%|█████████ | 30454/33666 [16:12<01:42, 31.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5205/8416 [00:42<00:26, 123.29it/s]
    Epoch 4:  90%|█████████ | 30455/33666 [16:12<01:42, 31.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5206/8416 [00:42<00:26, 123.29it/s]
    Epoch 4:  90%|█████████ | 30456/33666 [16:12<01:42, 31.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5207/8416 [00:42<00:26, 123.29it/s]
    Epoch 4:  90%|█████████ | 30457/33666 [16:12<01:42, 31.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5208/8416 [00:42<00:26, 123.29it/s]
    Epoch 4:  90%|█████████ | 30458/33666 [16:12<01:42, 31.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5209/8416 [00:42<00:26, 123.29it/s]
    Epoch 4:  90%|█████████ | 30459/33666 [16:12<01:42, 31.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5210/8416 [00:42<00:26, 123.29it/s]
    Epoch 4:  90%|█████████ | 30460/33666 [16:12<01:42, 31.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5211/8416 [00:42<00:25, 123.29it/s]
    Epoch 4:  90%|█████████ | 30461/33666 [16:12<01:42, 31.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5212/8416 [00:42<00:25, 123.29it/s]
    Epoch 4:  90%|█████████ | 30462/33666 [16:12<01:42, 31.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5213/8416 [00:42<00:25, 123.29it/s]
    Epoch 4:  90%|█████████ | 30463/33666 [16:12<01:42, 31.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5214/8416 [00:42<00:25, 123.29it/s]
    Epoch 4:  90%|█████████ | 30464/33666 [16:12<01:42, 31.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5215/8416 [00:42<00:25, 123.29it/s]
    Epoch 4:  90%|█████████ | 30465/33666 [16:12<01:42, 31.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5216/8416 [00:42<00:25, 123.29it/s]
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    Validation DataLoader 0:  62%|██████▏   | 5217/8416 [00:42<00:25, 123.29it/s]
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    Epoch 4:  91%|█████████ | 30468/33666 [16:12<01:42, 31.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5219/8416 [00:42<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30469/33666 [16:12<01:42, 31.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5220/8416 [00:42<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30470/33666 [16:12<01:42, 31.32it/s, loss=3.08, v_num=0]

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    Epoch 4:  91%|█████████ | 30471/33666 [16:12<01:42, 31.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5222/8416 [00:42<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30472/33666 [16:12<01:41, 31.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5223/8416 [00:42<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30473/33666 [16:12<01:41, 31.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5224/8416 [00:42<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30474/33666 [16:12<01:41, 31.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5225/8416 [00:42<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30475/33666 [16:12<01:41, 31.33it/s, loss=3.08, v_num=0]

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    Epoch 4:  91%|█████████ | 30476/33666 [16:12<01:41, 31.33it/s, loss=3.08, v_num=0]

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    Epoch 4:  91%|█████████ | 30477/33666 [16:12<01:41, 31.33it/s, loss=3.08, v_num=0]

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    Epoch 4:  91%|█████████ | 30478/33666 [16:12<01:41, 31.33it/s, loss=3.08, v_num=0]

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    Epoch 4:  91%|█████████ | 30479/33666 [16:12<01:41, 31.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5230/8416 [00:42<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30480/33666 [16:12<01:41, 31.33it/s, loss=3.08, v_num=0]

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    Epoch 4:  91%|█████████ | 30481/33666 [16:12<01:41, 31.33it/s, loss=3.08, v_num=0]

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    Epoch 4:  91%|█████████ | 30482/33666 [16:12<01:41, 31.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5233/8416 [00:42<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30483/33666 [16:12<01:41, 31.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5234/8416 [00:42<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30484/33666 [16:12<01:41, 31.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5235/8416 [00:42<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30485/33666 [16:12<01:41, 31.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5236/8416 [00:42<00:25, 123.28it/s]
    Epoch 4:  91%|█████████ | 30486/33666 [16:12<01:41, 31.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5237/8416 [00:42<00:25, 123.28it/s]
    Epoch 4:  91%|█████████ | 30487/33666 [16:12<01:41, 31.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5238/8416 [00:42<00:25, 123.28it/s]
    Epoch 4:  91%|█████████ | 30488/33666 [16:12<01:41, 31.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5239/8416 [00:42<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30489/33666 [16:12<01:41, 31.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5240/8416 [00:42<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30490/33666 [16:12<01:41, 31.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5241/8416 [00:42<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30491/33666 [16:12<01:41, 31.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5242/8416 [00:42<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30492/33666 [16:12<01:41, 31.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5243/8416 [00:42<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30493/33666 [16:12<01:41, 31.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5244/8416 [00:42<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30494/33666 [16:13<01:41, 31.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5245/8416 [00:42<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30495/33666 [16:13<01:41, 31.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5246/8416 [00:42<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30496/33666 [16:13<01:41, 31.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5247/8416 [00:42<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30497/33666 [16:13<01:41, 31.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5248/8416 [00:42<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30498/33666 [16:13<01:41, 31.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5249/8416 [00:42<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30499/33666 [16:13<01:41, 31.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5250/8416 [00:42<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30500/33666 [16:13<01:41, 31.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5251/8416 [00:42<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30501/33666 [16:13<01:40, 31.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5252/8416 [00:42<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30502/33666 [16:13<01:40, 31.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5253/8416 [00:42<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30503/33666 [16:13<01:40, 31.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5254/8416 [00:42<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30504/33666 [16:13<01:40, 31.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5255/8416 [00:42<00:25, 123.30it/s]
    Epoch 4:  91%|█████████ | 30505/33666 [16:13<01:40, 31.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5256/8416 [00:42<00:25, 123.30it/s]
    Epoch 4:  91%|█████████ | 30506/33666 [16:13<01:40, 31.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5257/8416 [00:42<00:25, 123.30it/s]
    Epoch 4:  91%|█████████ | 30507/33666 [16:13<01:40, 31.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5258/8416 [00:42<00:25, 123.30it/s]
    Epoch 4:  91%|█████████ | 30508/33666 [16:13<01:40, 31.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▏   | 5259/8416 [00:42<00:25, 123.30it/s]
    Epoch 4:  91%|█████████ | 30509/33666 [16:13<01:40, 31.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  62%|██████▎   | 5260/8416 [00:42<00:25, 123.30it/s]
    Epoch 4:  91%|█████████ | 30510/33666 [16:13<01:40, 31.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5261/8416 [00:42<00:25, 123.30it/s]
    Epoch 4:  91%|█████████ | 30511/33666 [16:13<01:40, 31.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5262/8416 [00:42<00:25, 123.30it/s]
    Epoch 4:  91%|█████████ | 30512/33666 [16:13<01:40, 31.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5263/8416 [00:42<00:25, 123.30it/s]
    Epoch 4:  91%|█████████ | 30513/33666 [16:13<01:40, 31.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5264/8416 [00:42<00:25, 123.30it/s]
    Epoch 4:  91%|█████████ | 30514/33666 [16:13<01:40, 31.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5265/8416 [00:42<00:25, 123.30it/s]
    Epoch 4:  91%|█████████ | 30515/33666 [16:13<01:40, 31.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5266/8416 [00:42<00:25, 123.30it/s]
    Epoch 4:  91%|█████████ | 30516/33666 [16:13<01:40, 31.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5267/8416 [00:42<00:25, 123.31it/s]
    Epoch 4:  91%|█████████ | 30517/33666 [16:13<01:40, 31.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5268/8416 [00:42<00:25, 123.31it/s]
    Epoch 4:  91%|█████████ | 30518/33666 [16:13<01:40, 31.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5269/8416 [00:42<00:25, 123.31it/s]
    Epoch 4:  91%|█████████ | 30519/33666 [16:13<01:40, 31.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5270/8416 [00:42<00:25, 123.31it/s]
    Epoch 4:  91%|█████████ | 30520/33666 [16:13<01:40, 31.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5271/8416 [00:42<00:25, 123.31it/s]
    Epoch 4:  91%|█████████ | 30521/33666 [16:13<01:40, 31.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5272/8416 [00:42<00:25, 123.31it/s]
    Epoch 4:  91%|█████████ | 30522/33666 [16:13<01:40, 31.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5273/8416 [00:42<00:25, 123.31it/s]
    Epoch 4:  91%|█████████ | 30523/33666 [16:13<01:40, 31.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5274/8416 [00:42<00:25, 123.31it/s]
    Epoch 4:  91%|█████████ | 30524/33666 [16:13<01:40, 31.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5275/8416 [00:42<00:25, 123.31it/s]
    Epoch 4:  91%|█████████ | 30525/33666 [16:13<01:40, 31.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5276/8416 [00:42<00:25, 123.31it/s]
    Epoch 4:  91%|█████████ | 30526/33666 [16:13<01:40, 31.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5277/8416 [00:42<00:25, 123.31it/s]
    Epoch 4:  91%|█████████ | 30527/33666 [16:13<01:40, 31.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5278/8416 [00:42<00:25, 123.31it/s]
    Epoch 4:  91%|█████████ | 30528/33666 [16:13<01:40, 31.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5279/8416 [00:42<00:25, 123.31it/s]
    Epoch 4:  91%|█████████ | 30529/33666 [16:13<01:40, 31.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5280/8416 [00:42<00:25, 123.32it/s]
    Epoch 4:  91%|█████████ | 30530/33666 [16:13<01:39, 31.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5281/8416 [00:42<00:25, 123.32it/s]
    Epoch 4:  91%|█████████ | 30531/33666 [16:13<01:39, 31.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5282/8416 [00:42<00:25, 123.32it/s]
    Epoch 4:  91%|█████████ | 30532/33666 [16:13<01:39, 31.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5283/8416 [00:42<00:25, 123.32it/s]
    Epoch 4:  91%|█████████ | 30533/33666 [16:13<01:39, 31.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5284/8416 [00:42<00:25, 123.32it/s]
    Epoch 4:  91%|█████████ | 30534/33666 [16:13<01:39, 31.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5285/8416 [00:42<00:25, 123.32it/s]
    Epoch 4:  91%|█████████ | 30535/33666 [16:13<01:39, 31.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5286/8416 [00:42<00:25, 123.32it/s]
    Epoch 4:  91%|█████████ | 30536/33666 [16:13<01:39, 31.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5287/8416 [00:42<00:25, 123.32it/s]
    Epoch 4:  91%|█████████ | 30537/33666 [16:13<01:39, 31.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5288/8416 [00:42<00:25, 123.32it/s]
    Epoch 4:  91%|█████████ | 30538/33666 [16:13<01:39, 31.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5289/8416 [00:42<00:25, 123.32it/s]
    Epoch 4:  91%|█████████ | 30539/33666 [16:13<01:39, 31.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5290/8416 [00:42<00:25, 123.32it/s]
    Epoch 4:  91%|█████████ | 30540/33666 [16:13<01:39, 31.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5291/8416 [00:42<00:25, 123.32it/s]
    Epoch 4:  91%|█████████ | 30541/33666 [16:13<01:39, 31.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5292/8416 [00:42<00:25, 123.32it/s]
    Epoch 4:  91%|█████████ | 30542/33666 [16:13<01:39, 31.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5293/8416 [00:42<00:25, 123.33it/s]
    Epoch 4:  91%|█████████ | 30543/33666 [16:13<01:39, 31.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5294/8416 [00:42<00:25, 123.31it/s]
    Epoch 4:  91%|█████████ | 30544/33666 [16:13<01:39, 31.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5295/8416 [00:42<00:25, 123.31it/s]
    Epoch 4:  91%|█████████ | 30545/33666 [16:13<01:39, 31.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5296/8416 [00:42<00:25, 123.31it/s]
    Epoch 4:  91%|█████████ | 30546/33666 [16:13<01:39, 31.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5297/8416 [00:42<00:25, 123.31it/s]
    Epoch 4:  91%|█████████ | 30547/33666 [16:13<01:39, 31.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5298/8416 [00:42<00:25, 123.31it/s]
    Epoch 4:  91%|█████████ | 30548/33666 [16:13<01:39, 31.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5299/8416 [00:42<00:25, 123.31it/s]
    Epoch 4:  91%|█████████ | 30549/33666 [16:13<01:39, 31.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5300/8416 [00:42<00:25, 123.31it/s]
    Epoch 4:  91%|█████████ | 30550/33666 [16:13<01:39, 31.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5301/8416 [00:42<00:25, 123.31it/s]
    Epoch 4:  91%|█████████ | 30551/33666 [16:13<01:39, 31.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5302/8416 [00:42<00:25, 123.31it/s]
    Epoch 4:  91%|█████████ | 30552/33666 [16:13<01:39, 31.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5303/8416 [00:43<00:25, 123.31it/s]
    Epoch 4:  91%|█████████ | 30553/33666 [16:13<01:39, 31.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5304/8416 [00:43<00:25, 123.31it/s]
    Epoch 4:  91%|█████████ | 30554/33666 [16:13<01:39, 31.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5305/8416 [00:43<00:25, 123.31it/s]
    Epoch 4:  91%|█████████ | 30555/33666 [16:13<01:39, 31.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5306/8416 [00:43<00:25, 123.31it/s]
    Epoch 4:  91%|█████████ | 30556/33666 [16:13<01:39, 31.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5307/8416 [00:43<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30557/33666 [16:13<01:39, 31.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5308/8416 [00:43<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30558/33666 [16:13<01:39, 31.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5309/8416 [00:43<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30559/33666 [16:13<01:38, 31.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5310/8416 [00:43<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30560/33666 [16:13<01:38, 31.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5311/8416 [00:43<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30561/33666 [16:13<01:38, 31.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5312/8416 [00:43<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30562/33666 [16:13<01:38, 31.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5313/8416 [00:43<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30563/33666 [16:13<01:38, 31.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5314/8416 [00:43<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30564/33666 [16:13<01:38, 31.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5315/8416 [00:43<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30565/33666 [16:13<01:38, 31.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5316/8416 [00:43<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30566/33666 [16:13<01:38, 31.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5317/8416 [00:43<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30567/33666 [16:13<01:38, 31.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5318/8416 [00:43<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30568/33666 [16:13<01:38, 31.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5319/8416 [00:43<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30569/33666 [16:13<01:38, 31.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5320/8416 [00:43<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30570/33666 [16:13<01:38, 31.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5321/8416 [00:43<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30571/33666 [16:13<01:38, 31.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5322/8416 [00:43<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30572/33666 [16:13<01:38, 31.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5323/8416 [00:43<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30573/33666 [16:13<01:38, 31.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5324/8416 [00:43<00:25, 123.29it/s]
    Epoch 4:  91%|█████████ | 30574/33666 [16:13<01:38, 31.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5325/8416 [00:43<00:25, 123.30it/s]
    Epoch 4:  91%|█████████ | 30575/33666 [16:13<01:38, 31.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5326/8416 [00:43<00:25, 123.30it/s]
    Epoch 4:  91%|█████████ | 30576/33666 [16:13<01:38, 31.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5327/8416 [00:43<00:25, 123.30it/s]
    Epoch 4:  91%|█████████ | 30577/33666 [16:13<01:38, 31.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5328/8416 [00:43<00:25, 123.30it/s]
    Epoch 4:  91%|█████████ | 30578/33666 [16:13<01:38, 31.40it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5329/8416 [00:43<00:25, 123.30it/s]
    Epoch 4:  91%|█████████ | 30579/33666 [16:13<01:38, 31.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5330/8416 [00:43<00:25, 123.30it/s]
    Epoch 4:  91%|█████████ | 30580/33666 [16:13<01:38, 31.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5331/8416 [00:43<00:25, 123.30it/s]
    Epoch 4:  91%|█████████ | 30581/33666 [16:13<01:38, 31.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5332/8416 [00:43<00:25, 123.30it/s]
    Epoch 4:  91%|█████████ | 30582/33666 [16:13<01:38, 31.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5333/8416 [00:43<00:25, 123.30it/s]
    Epoch 4:  91%|█████████ | 30583/33666 [16:13<01:38, 31.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5334/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30584/33666 [16:13<01:38, 31.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5335/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30585/33666 [16:13<01:38, 31.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5336/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30586/33666 [16:13<01:38, 31.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5337/8416 [00:43<00:24, 123.31it/s]
    Epoch 4:  91%|█████████ | 30587/33666 [16:13<01:38, 31.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5338/8416 [00:43<00:24, 123.31it/s]
    Epoch 4:  91%|█████████ | 30588/33666 [16:13<01:37, 31.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5339/8416 [00:43<00:24, 123.31it/s]
    Epoch 4:  91%|█████████ | 30589/33666 [16:13<01:37, 31.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5340/8416 [00:43<00:24, 123.31it/s]
    Epoch 4:  91%|█████████ | 30590/33666 [16:13<01:37, 31.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5341/8416 [00:43<00:24, 123.31it/s]
    Epoch 4:  91%|█████████ | 30591/33666 [16:13<01:37, 31.41it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5342/8416 [00:43<00:24, 123.31it/s]
    Epoch 4:  91%|█████████ | 30592/33666 [16:13<01:37, 31.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5343/8416 [00:43<00:24, 123.31it/s]
    Epoch 4:  91%|█████████ | 30593/33666 [16:13<01:37, 31.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  63%|██████▎   | 5344/8416 [00:43<00:24, 123.31it/s]
    Epoch 4:  91%|█████████ | 30594/33666 [16:13<01:37, 31.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5345/8416 [00:43<00:24, 123.31it/s]
    Epoch 4:  91%|█████████ | 30595/33666 [16:13<01:37, 31.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5346/8416 [00:43<00:24, 123.31it/s]
    Epoch 4:  91%|█████████ | 30596/33666 [16:13<01:37, 31.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5347/8416 [00:43<00:24, 123.31it/s]
    Epoch 4:  91%|█████████ | 30597/33666 [16:13<01:37, 31.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5348/8416 [00:43<00:24, 123.31it/s]
    Epoch 4:  91%|█████████ | 30598/33666 [16:13<01:37, 31.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5349/8416 [00:43<00:24, 123.32it/s]
    Epoch 4:  91%|█████████ | 30599/33666 [16:13<01:37, 31.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5350/8416 [00:43<00:24, 123.32it/s]
    Epoch 4:  91%|█████████ | 30600/33666 [16:13<01:37, 31.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5351/8416 [00:43<00:24, 123.32it/s]
    Epoch 4:  91%|█████████ | 30601/33666 [16:13<01:37, 31.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5352/8416 [00:43<00:24, 123.32it/s]
    Epoch 4:  91%|█████████ | 30602/33666 [16:13<01:37, 31.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5353/8416 [00:43<00:24, 123.32it/s]
    Epoch 4:  91%|█████████ | 30603/33666 [16:13<01:37, 31.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5354/8416 [00:43<00:24, 123.32it/s]
    Epoch 4:  91%|█████████ | 30604/33666 [16:13<01:37, 31.42it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5355/8416 [00:43<00:24, 123.32it/s]
    Epoch 4:  91%|█████████ | 30605/33666 [16:13<01:37, 31.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5356/8416 [00:43<00:24, 123.32it/s]
    Epoch 4:  91%|█████████ | 30606/33666 [16:13<01:37, 31.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5357/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30607/33666 [16:13<01:37, 31.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5358/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30608/33666 [16:13<01:37, 31.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5359/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30609/33666 [16:13<01:37, 31.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5360/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30610/33666 [16:13<01:37, 31.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5361/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30611/33666 [16:13<01:37, 31.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5362/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30612/33666 [16:13<01:37, 31.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5363/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30613/33666 [16:13<01:37, 31.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5364/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30614/33666 [16:13<01:37, 31.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▎   | 5365/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30615/33666 [16:13<01:37, 31.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5366/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30616/33666 [16:13<01:37, 31.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5367/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30617/33666 [16:13<01:36, 31.43it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5368/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30618/33666 [16:14<01:36, 31.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5369/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30619/33666 [16:14<01:36, 31.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5370/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30620/33666 [16:14<01:36, 31.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5371/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30621/33666 [16:14<01:36, 31.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5372/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30622/33666 [16:14<01:36, 31.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5373/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30623/33666 [16:14<01:36, 31.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5374/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30624/33666 [16:14<01:36, 31.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5375/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30625/33666 [16:14<01:36, 31.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5376/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30626/33666 [16:14<01:36, 31.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5377/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30627/33666 [16:14<01:36, 31.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5378/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30628/33666 [16:14<01:36, 31.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5379/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30629/33666 [16:14<01:36, 31.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5380/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30630/33666 [16:14<01:36, 31.44it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5381/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30631/33666 [16:14<01:36, 31.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5382/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30632/33666 [16:14<01:36, 31.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5383/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30633/33666 [16:14<01:36, 31.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5384/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30634/33666 [16:14<01:36, 31.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5385/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30635/33666 [16:14<01:36, 31.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5386/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30636/33666 [16:14<01:36, 31.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5387/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30637/33666 [16:14<01:36, 31.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5388/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30638/33666 [16:14<01:36, 31.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5389/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30639/33666 [16:14<01:36, 31.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5390/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30640/33666 [16:14<01:36, 31.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5391/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30641/33666 [16:14<01:36, 31.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5392/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30642/33666 [16:14<01:36, 31.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5393/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30643/33666 [16:14<01:36, 31.45it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5394/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30644/33666 [16:14<01:36, 31.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5395/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30645/33666 [16:14<01:36, 31.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5396/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30646/33666 [16:14<01:36, 31.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5397/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30647/33666 [16:14<01:35, 31.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5398/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30648/33666 [16:14<01:35, 31.46it/s, loss=3.08, v_num=0]

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    Epoch 4:  91%|█████████ | 30649/33666 [16:14<01:35, 31.46it/s, loss=3.08, v_num=0]

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    Epoch 4:  91%|█████████ | 30650/33666 [16:14<01:35, 31.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5401/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30651/33666 [16:14<01:35, 31.46it/s, loss=3.08, v_num=0]

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    Epoch 4:  91%|█████████ | 30652/33666 [16:14<01:35, 31.46it/s, loss=3.08, v_num=0]

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    Epoch 4:  91%|█████████ | 30653/33666 [16:14<01:35, 31.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5404/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30654/33666 [16:14<01:35, 31.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5405/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30655/33666 [16:14<01:35, 31.46it/s, loss=3.08, v_num=0]

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    Epoch 4:  91%|█████████ | 30656/33666 [16:14<01:35, 31.46it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5407/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30657/33666 [16:14<01:35, 31.46it/s, loss=3.08, v_num=0]

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    Epoch 4:  91%|█████████ | 30658/33666 [16:14<01:35, 31.47it/s, loss=3.08, v_num=0]

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    Epoch 4:  91%|█████████ | 30659/33666 [16:14<01:35, 31.47it/s, loss=3.08, v_num=0]

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    Epoch 4:  91%|█████████ | 30660/33666 [16:14<01:35, 31.47it/s, loss=3.08, v_num=0]

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    Epoch 4:  91%|█████████ | 30661/33666 [16:14<01:35, 31.47it/s, loss=3.08, v_num=0]

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    Epoch 4:  91%|█████████ | 30662/33666 [16:14<01:35, 31.47it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5413/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30663/33666 [16:14<01:35, 31.47it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5414/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30664/33666 [16:14<01:35, 31.47it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5415/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30665/33666 [16:14<01:35, 31.47it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5416/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30666/33666 [16:14<01:35, 31.47it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5417/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30667/33666 [16:14<01:35, 31.47it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5418/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30668/33666 [16:14<01:35, 31.47it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5419/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30669/33666 [16:14<01:35, 31.47it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5420/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30670/33666 [16:14<01:35, 31.47it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5421/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30671/33666 [16:14<01:35, 31.48it/s, loss=3.08, v_num=0]

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    Epoch 4:  91%|█████████ | 30672/33666 [16:14<01:35, 31.48it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5423/8416 [00:43<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30673/33666 [16:14<01:35, 31.48it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5424/8416 [00:43<00:24, 123.28it/s]
    Epoch 4:  91%|█████████ | 30674/33666 [16:14<01:35, 31.48it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5425/8416 [00:44<00:24, 123.28it/s]
    Epoch 4:  91%|█████████ | 30675/33666 [16:14<01:35, 31.48it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5426/8416 [00:44<00:24, 123.28it/s]
    Epoch 4:  91%|█████████ | 30676/33666 [16:14<01:34, 31.48it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5427/8416 [00:44<00:24, 123.28it/s]
    Epoch 4:  91%|█████████ | 30677/33666 [16:14<01:34, 31.48it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  64%|██████▍   | 5428/8416 [00:44<00:24, 123.28it/s]
    Epoch 4:  91%|█████████ | 30678/33666 [16:14<01:34, 31.48it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5429/8416 [00:44<00:24, 123.29it/s]
    Epoch 4:  91%|█████████ | 30679/33666 [16:14<01:34, 31.48it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5430/8416 [00:44<00:24, 123.29it/s]
    Epoch 4:  91%|█████████ | 30680/33666 [16:14<01:34, 31.48it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5431/8416 [00:44<00:24, 123.29it/s]
    Epoch 4:  91%|█████████ | 30681/33666 [16:14<01:34, 31.48it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5432/8416 [00:44<00:24, 123.29it/s]
    Epoch 4:  91%|█████████ | 30682/33666 [16:14<01:34, 31.48it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5433/8416 [00:44<00:24, 123.29it/s]
    Epoch 4:  91%|█████████ | 30683/33666 [16:14<01:34, 31.48it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5434/8416 [00:44<00:24, 123.29it/s]
    Epoch 4:  91%|█████████ | 30684/33666 [16:14<01:34, 31.49it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5435/8416 [00:44<00:24, 123.29it/s]
    Epoch 4:  91%|█████████ | 30685/33666 [16:14<01:34, 31.49it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5436/8416 [00:44<00:24, 123.29it/s]
    Epoch 4:  91%|█████████ | 30686/33666 [16:14<01:34, 31.49it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5437/8416 [00:44<00:24, 123.29it/s]
    Epoch 4:  91%|█████████ | 30687/33666 [16:14<01:34, 31.49it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5438/8416 [00:44<00:24, 123.29it/s]
    Epoch 4:  91%|█████████ | 30688/33666 [16:14<01:34, 31.49it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5439/8416 [00:44<00:24, 123.29it/s]
    Epoch 4:  91%|█████████ | 30689/33666 [16:14<01:34, 31.49it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5440/8416 [00:44<00:24, 123.29it/s]
    Epoch 4:  91%|█████████ | 30690/33666 [16:14<01:34, 31.49it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5441/8416 [00:44<00:24, 123.29it/s]
    Epoch 4:  91%|█████████ | 30691/33666 [16:14<01:34, 31.49it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5442/8416 [00:44<00:24, 123.29it/s]
    Epoch 4:  91%|█████████ | 30692/33666 [16:14<01:34, 31.49it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5443/8416 [00:44<00:24, 123.29it/s]
    Epoch 4:  91%|█████████ | 30693/33666 [16:14<01:34, 31.49it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5444/8416 [00:44<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30694/33666 [16:14<01:34, 31.49it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5445/8416 [00:44<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30695/33666 [16:14<01:34, 31.49it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5446/8416 [00:44<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30696/33666 [16:14<01:34, 31.49it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5447/8416 [00:44<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30697/33666 [16:14<01:34, 31.50it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5448/8416 [00:44<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30698/33666 [16:14<01:34, 31.50it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5449/8416 [00:44<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30699/33666 [16:14<01:34, 31.50it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5450/8416 [00:44<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30700/33666 [16:14<01:34, 31.50it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5451/8416 [00:44<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30701/33666 [16:14<01:34, 31.50it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5452/8416 [00:44<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30702/33666 [16:14<01:34, 31.50it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5453/8416 [00:44<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30703/33666 [16:14<01:34, 31.50it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5454/8416 [00:44<00:24, 123.30it/s]
    Epoch 4:  91%|█████████ | 30704/33666 [16:14<01:34, 31.50it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5455/8416 [00:44<00:24, 123.31it/s]
    Epoch 4:  91%|█████████ | 30705/33666 [16:14<01:33, 31.50it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5456/8416 [00:44<00:24, 123.31it/s]
    Epoch 4:  91%|█████████ | 30706/33666 [16:14<01:33, 31.50it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5457/8416 [00:44<00:23, 123.31it/s]
    Epoch 4:  91%|█████████ | 30707/33666 [16:14<01:33, 31.50it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5458/8416 [00:44<00:23, 123.31it/s]
    Epoch 4:  91%|█████████ | 30708/33666 [16:14<01:33, 31.50it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5459/8416 [00:44<00:23, 123.31it/s]
    Epoch 4:  91%|█████████ | 30709/33666 [16:14<01:33, 31.50it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5460/8416 [00:44<00:23, 123.31it/s]
    Epoch 4:  91%|█████████ | 30710/33666 [16:14<01:33, 31.51it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5461/8416 [00:44<00:23, 123.31it/s]
    Epoch 4:  91%|█████████ | 30711/33666 [16:14<01:33, 31.51it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5462/8416 [00:44<00:23, 123.31it/s]
    Epoch 4:  91%|█████████ | 30712/33666 [16:14<01:33, 31.51it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5463/8416 [00:44<00:23, 123.31it/s]
    Epoch 4:  91%|█████████ | 30713/33666 [16:14<01:33, 31.51it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5464/8416 [00:44<00:23, 123.31it/s]
    Epoch 4:  91%|█████████ | 30714/33666 [16:14<01:33, 31.51it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5465/8416 [00:44<00:23, 123.31it/s]
    Epoch 4:  91%|█████████ | 30715/33666 [16:14<01:33, 31.51it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5466/8416 [00:44<00:23, 123.31it/s]
    Epoch 4:  91%|█████████ | 30716/33666 [16:14<01:33, 31.51it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5467/8416 [00:44<00:23, 123.32it/s]
    Epoch 4:  91%|█████████ | 30717/33666 [16:14<01:33, 31.51it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5468/8416 [00:44<00:23, 123.32it/s]
    Epoch 4:  91%|█████████ | 30718/33666 [16:14<01:33, 31.51it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5469/8416 [00:44<00:23, 123.32it/s]
    Epoch 4:  91%|█████████ | 30719/33666 [16:14<01:33, 31.51it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▍   | 5470/8416 [00:44<00:23, 123.32it/s]
    Epoch 4:  91%|█████████ | 30720/33666 [16:14<01:33, 31.51it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5471/8416 [00:44<00:23, 123.32it/s]
    Epoch 4:  91%|█████████▏| 30721/33666 [16:14<01:33, 31.51it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5472/8416 [00:44<00:23, 123.32it/s]
    Epoch 4:  91%|█████████▏| 30722/33666 [16:14<01:33, 31.51it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5473/8416 [00:44<00:23, 123.32it/s]
    Epoch 4:  91%|█████████▏| 30723/33666 [16:14<01:33, 31.52it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5474/8416 [00:44<00:23, 123.32it/s]
    Epoch 4:  91%|█████████▏| 30724/33666 [16:14<01:33, 31.52it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5475/8416 [00:44<00:23, 123.32it/s]
    Epoch 4:  91%|█████████▏| 30725/33666 [16:14<01:33, 31.52it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5476/8416 [00:44<00:23, 123.32it/s]
    Epoch 4:  91%|█████████▏| 30726/33666 [16:14<01:33, 31.52it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5477/8416 [00:44<00:23, 123.32it/s]
    Epoch 4:  91%|█████████▏| 30727/33666 [16:14<01:33, 31.52it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5478/8416 [00:44<00:23, 123.32it/s]
    Epoch 4:  91%|█████████▏| 30728/33666 [16:14<01:33, 31.52it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5479/8416 [00:44<00:23, 123.32it/s]
    Epoch 4:  91%|█████████▏| 30729/33666 [16:14<01:33, 31.52it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5480/8416 [00:44<00:23, 123.33it/s]
    Epoch 4:  91%|█████████▏| 30730/33666 [16:14<01:33, 31.52it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5481/8416 [00:44<00:23, 123.31it/s]
    Epoch 4:  91%|█████████▏| 30731/33666 [16:14<01:33, 31.52it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5482/8416 [00:44<00:23, 123.31it/s]
    Epoch 4:  91%|█████████▏| 30732/33666 [16:14<01:33, 31.52it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5483/8416 [00:44<00:23, 123.31it/s]
    Epoch 4:  91%|█████████▏| 30733/33666 [16:14<01:33, 31.52it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5484/8416 [00:44<00:23, 123.31it/s]
    Epoch 4:  91%|█████████▏| 30734/33666 [16:14<01:33, 31.52it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5485/8416 [00:44<00:23, 123.31it/s]
    Epoch 4:  91%|█████████▏| 30735/33666 [16:14<01:32, 31.52it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5486/8416 [00:44<00:23, 123.31it/s]
    Epoch 4:  91%|█████████▏| 30736/33666 [16:14<01:32, 31.53it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5487/8416 [00:44<00:23, 123.31it/s]
    Epoch 4:  91%|█████████▏| 30737/33666 [16:14<01:32, 31.53it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5488/8416 [00:44<00:23, 123.31it/s]
    Epoch 4:  91%|█████████▏| 30738/33666 [16:14<01:32, 31.53it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5489/8416 [00:44<00:23, 123.31it/s]
    Epoch 4:  91%|█████████▏| 30739/33666 [16:14<01:32, 31.53it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5490/8416 [00:44<00:23, 123.31it/s]
    Epoch 4:  91%|█████████▏| 30740/33666 [16:14<01:32, 31.53it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5491/8416 [00:44<00:23, 123.31it/s]
    Epoch 4:  91%|█████████▏| 30741/33666 [16:14<01:32, 31.53it/s, loss=3.08, v_num=0]

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    Epoch 4:  91%|█████████▏| 30742/33666 [16:15<01:32, 31.53it/s, loss=3.08, v_num=0]

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    Epoch 4:  91%|█████████▏| 30743/33666 [16:15<01:32, 31.53it/s, loss=3.08, v_num=0]

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    Epoch 4:  91%|█████████▏| 30744/33666 [16:15<01:32, 31.53it/s, loss=3.08, v_num=0]

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    Epoch 4:  91%|█████████▏| 30745/33666 [16:15<01:32, 31.53it/s, loss=3.08, v_num=0]

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    Epoch 4:  91%|█████████▏| 30746/33666 [16:15<01:32, 31.53it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5497/8416 [00:44<00:23, 123.31it/s]
    Epoch 4:  91%|█████████▏| 30747/33666 [16:15<01:32, 31.53it/s, loss=3.08, v_num=0]

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    Epoch 4:  91%|█████████▏| 30748/33666 [16:15<01:32, 31.53it/s, loss=3.08, v_num=0]

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    Epoch 4:  91%|█████████▏| 30749/33666 [16:15<01:32, 31.54it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5500/8416 [00:44<00:23, 123.31it/s]
    Epoch 4:  91%|█████████▏| 30750/33666 [16:15<01:32, 31.54it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5501/8416 [00:44<00:23, 123.31it/s]
    Epoch 4:  91%|█████████▏| 30751/33666 [16:15<01:32, 31.54it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5502/8416 [00:44<00:23, 123.30it/s]
    Epoch 4:  91%|█████████▏| 30752/33666 [16:15<01:32, 31.54it/s, loss=3.08, v_num=0]

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    Epoch 4:  91%|█████████▏| 30753/33666 [16:15<01:32, 31.54it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5504/8416 [00:44<00:23, 123.30it/s]
    Epoch 4:  91%|█████████▏| 30754/33666 [16:15<01:32, 31.54it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5505/8416 [00:44<00:23, 123.30it/s]
    Epoch 4:  91%|█████████▏| 30755/33666 [16:15<01:32, 31.54it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5506/8416 [00:44<00:23, 123.30it/s]
    Epoch 4:  91%|█████████▏| 30756/33666 [16:15<01:32, 31.54it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5507/8416 [00:44<00:23, 123.30it/s]
    Epoch 4:  91%|█████████▏| 30757/33666 [16:15<01:32, 31.54it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5508/8416 [00:44<00:23, 123.30it/s]
    Epoch 4:  91%|█████████▏| 30758/33666 [16:15<01:32, 31.54it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5509/8416 [00:44<00:23, 123.30it/s]
    Epoch 4:  91%|█████████▏| 30759/33666 [16:15<01:32, 31.54it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5510/8416 [00:44<00:23, 123.30it/s]
    Epoch 4:  91%|█████████▏| 30760/33666 [16:15<01:32, 31.54it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5511/8416 [00:44<00:23, 123.30it/s]
    Epoch 4:  91%|█████████▏| 30761/33666 [16:15<01:32, 31.54it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  65%|██████▌   | 5512/8416 [00:44<00:23, 123.30it/s]
    Epoch 4:  91%|█████████▏| 30762/33666 [16:15<01:32, 31.55it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5513/8416 [00:44<00:23, 123.30it/s]
    Epoch 4:  91%|█████████▏| 30763/33666 [16:15<01:32, 31.55it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5514/8416 [00:44<00:23, 123.30it/s]
    Epoch 4:  91%|█████████▏| 30764/33666 [16:15<01:31, 31.55it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5515/8416 [00:44<00:23, 123.30it/s]
    Epoch 4:  91%|█████████▏| 30765/33666 [16:15<01:31, 31.55it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5516/8416 [00:44<00:23, 123.30it/s]
    Epoch 4:  91%|█████████▏| 30766/33666 [16:15<01:31, 31.55it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5517/8416 [00:44<00:23, 123.30it/s]
    Epoch 4:  91%|█████████▏| 30767/33666 [16:15<01:31, 31.55it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5518/8416 [00:44<00:23, 123.30it/s]
    Epoch 4:  91%|█████████▏| 30768/33666 [16:15<01:31, 31.55it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5519/8416 [00:44<00:23, 123.30it/s]
    Epoch 4:  91%|█████████▏| 30769/33666 [16:15<01:31, 31.55it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5520/8416 [00:44<00:23, 123.30it/s]
    Epoch 4:  91%|█████████▏| 30770/33666 [16:15<01:31, 31.55it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5521/8416 [00:44<00:23, 123.30it/s]
    Epoch 4:  91%|█████████▏| 30771/33666 [16:15<01:31, 31.55it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5522/8416 [00:44<00:23, 123.30it/s]
    Epoch 4:  91%|█████████▏| 30772/33666 [16:15<01:31, 31.55it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5523/8416 [00:44<00:23, 123.30it/s]
    Epoch 4:  91%|█████████▏| 30773/33666 [16:15<01:31, 31.55it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5524/8416 [00:44<00:23, 123.30it/s]
    Epoch 4:  91%|█████████▏| 30774/33666 [16:15<01:31, 31.55it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5525/8416 [00:44<00:23, 123.30it/s]
    Epoch 4:  91%|█████████▏| 30775/33666 [16:15<01:31, 31.56it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5526/8416 [00:44<00:23, 123.30it/s]
    Epoch 4:  91%|█████████▏| 30776/33666 [16:15<01:31, 31.56it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5527/8416 [00:44<00:23, 123.30it/s]
    Epoch 4:  91%|█████████▏| 30777/33666 [16:15<01:31, 31.56it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5528/8416 [00:44<00:23, 123.30it/s]
    Epoch 4:  91%|█████████▏| 30778/33666 [16:15<01:31, 31.56it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5529/8416 [00:44<00:23, 123.30it/s]
    Epoch 4:  91%|█████████▏| 30779/33666 [16:15<01:31, 31.56it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5530/8416 [00:44<00:23, 123.30it/s]
    Epoch 4:  91%|█████████▏| 30780/33666 [16:15<01:31, 31.56it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5531/8416 [00:44<00:23, 123.30it/s]
    Epoch 4:  91%|█████████▏| 30781/33666 [16:15<01:31, 31.56it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5532/8416 [00:44<00:23, 123.30it/s]
    Epoch 4:  91%|█████████▏| 30782/33666 [16:15<01:31, 31.56it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5533/8416 [00:44<00:23, 123.30it/s]
    Epoch 4:  91%|█████████▏| 30783/33666 [16:15<01:31, 31.56it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5534/8416 [00:44<00:23, 123.30it/s]
    Epoch 4:  91%|█████████▏| 30784/33666 [16:15<01:31, 31.56it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5535/8416 [00:44<00:23, 123.30it/s]
    Epoch 4:  91%|█████████▏| 30785/33666 [16:15<01:31, 31.56it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5536/8416 [00:44<00:23, 123.30it/s]
    Epoch 4:  91%|█████████▏| 30786/33666 [16:15<01:31, 31.56it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5537/8416 [00:44<00:23, 123.30it/s]
    Epoch 4:  91%|█████████▏| 30787/33666 [16:15<01:31, 31.56it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5538/8416 [00:44<00:23, 123.30it/s]
    Epoch 4:  91%|█████████▏| 30788/33666 [16:15<01:31, 31.57it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5539/8416 [00:44<00:23, 123.30it/s]
    Epoch 4:  91%|█████████▏| 30789/33666 [16:15<01:31, 31.57it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5540/8416 [00:44<00:23, 123.30it/s]
    Epoch 4:  91%|█████████▏| 30790/33666 [16:15<01:31, 31.57it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5541/8416 [00:44<00:23, 123.30it/s]
    Epoch 4:  91%|█████████▏| 30791/33666 [16:15<01:31, 31.57it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5542/8416 [00:44<00:23, 123.30it/s]
    Epoch 4:  91%|█████████▏| 30792/33666 [16:15<01:31, 31.57it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5543/8416 [00:44<00:23, 123.30it/s]
    Epoch 4:  91%|█████████▏| 30793/33666 [16:15<01:31, 31.57it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5544/8416 [00:44<00:23, 123.29it/s]
    Epoch 4:  91%|█████████▏| 30794/33666 [16:15<01:30, 31.57it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5545/8416 [00:44<00:23, 123.29it/s]
    Epoch 4:  91%|█████████▏| 30795/33666 [16:15<01:30, 31.57it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5546/8416 [00:44<00:23, 123.29it/s]
    Epoch 4:  91%|█████████▏| 30796/33666 [16:15<01:30, 31.57it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5547/8416 [00:44<00:23, 123.29it/s]
    Epoch 4:  91%|█████████▏| 30797/33666 [16:15<01:30, 31.57it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5548/8416 [00:44<00:23, 123.29it/s]
    Epoch 4:  91%|█████████▏| 30798/33666 [16:15<01:30, 31.57it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5549/8416 [00:45<00:23, 123.29it/s]
    Epoch 4:  91%|█████████▏| 30799/33666 [16:15<01:30, 31.57it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5550/8416 [00:45<00:23, 123.29it/s]
    Epoch 4:  91%|█████████▏| 30800/33666 [16:15<01:30, 31.57it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5551/8416 [00:45<00:23, 123.29it/s]
    Epoch 4:  91%|█████████▏| 30801/33666 [16:15<01:30, 31.57it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5552/8416 [00:45<00:23, 123.29it/s]
    Epoch 4:  91%|█████████▏| 30802/33666 [16:15<01:30, 31.58it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5553/8416 [00:45<00:23, 123.29it/s]
    Epoch 4:  91%|█████████▏| 30803/33666 [16:15<01:30, 31.58it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5554/8416 [00:45<00:23, 123.29it/s]
    Epoch 4:  91%|█████████▏| 30804/33666 [16:15<01:30, 31.58it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5555/8416 [00:45<00:23, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30805/33666 [16:15<01:30, 31.58it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5556/8416 [00:45<00:23, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30806/33666 [16:15<01:30, 31.58it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5557/8416 [00:45<00:23, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30807/33666 [16:15<01:30, 31.58it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5558/8416 [00:45<00:23, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30808/33666 [16:15<01:30, 31.58it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5559/8416 [00:45<00:23, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30809/33666 [16:15<01:30, 31.58it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5560/8416 [00:45<00:23, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30810/33666 [16:15<01:30, 31.58it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5561/8416 [00:45<00:23, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30811/33666 [16:15<01:30, 31.58it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5562/8416 [00:45<00:23, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30812/33666 [16:15<01:30, 31.58it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5563/8416 [00:45<00:23, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30813/33666 [16:15<01:30, 31.58it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5564/8416 [00:45<00:23, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30814/33666 [16:15<01:30, 31.58it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5565/8416 [00:45<00:23, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30815/33666 [16:15<01:30, 31.59it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5566/8416 [00:45<00:23, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30816/33666 [16:15<01:30, 31.59it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5567/8416 [00:45<00:23, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30817/33666 [16:15<01:30, 31.59it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5568/8416 [00:45<00:23, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30818/33666 [16:15<01:30, 31.59it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5569/8416 [00:45<00:23, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30819/33666 [16:15<01:30, 31.59it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5570/8416 [00:45<00:23, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30820/33666 [16:15<01:30, 31.59it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5571/8416 [00:45<00:23, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30821/33666 [16:15<01:30, 31.59it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5572/8416 [00:45<00:23, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30822/33666 [16:15<01:30, 31.59it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5573/8416 [00:45<00:23, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30823/33666 [16:15<01:29, 31.59it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5574/8416 [00:45<00:23, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30824/33666 [16:15<01:29, 31.59it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▌   | 5575/8416 [00:45<00:23, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30825/33666 [16:15<01:29, 31.59it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5576/8416 [00:45<00:23, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30826/33666 [16:15<01:29, 31.59it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5577/8416 [00:45<00:23, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30827/33666 [16:15<01:29, 31.59it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5578/8416 [00:45<00:23, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30828/33666 [16:15<01:29, 31.60it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5579/8416 [00:45<00:23, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30829/33666 [16:15<01:29, 31.60it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5580/8416 [00:45<00:23, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30830/33666 [16:15<01:29, 31.60it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5581/8416 [00:45<00:22, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30831/33666 [16:15<01:29, 31.60it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5582/8416 [00:45<00:22, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30832/33666 [16:15<01:29, 31.60it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5583/8416 [00:45<00:22, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30833/33666 [16:15<01:29, 31.60it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5584/8416 [00:45<00:22, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30834/33666 [16:15<01:29, 31.60it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5585/8416 [00:45<00:22, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30835/33666 [16:15<01:29, 31.60it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5586/8416 [00:45<00:22, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30836/33666 [16:15<01:29, 31.60it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5587/8416 [00:45<00:22, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30837/33666 [16:15<01:29, 31.60it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5588/8416 [00:45<00:22, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30838/33666 [16:15<01:29, 31.60it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5589/8416 [00:45<00:22, 123.29it/s]
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    Validation DataLoader 0:  66%|██████▋   | 5590/8416 [00:45<00:22, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30840/33666 [16:15<01:29, 31.60it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5591/8416 [00:45<00:22, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30841/33666 [16:15<01:29, 31.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5592/8416 [00:45<00:22, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30842/33666 [16:15<01:29, 31.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5593/8416 [00:45<00:22, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30843/33666 [16:15<01:29, 31.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5594/8416 [00:45<00:22, 123.29it/s]
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    Epoch 4:  92%|█████████▏| 30845/33666 [16:15<01:29, 31.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  66%|██████▋   | 5596/8416 [00:45<00:22, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30846/33666 [16:15<01:29, 31.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5597/8416 [00:45<00:22, 123.29it/s]
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    Validation DataLoader 0:  67%|██████▋   | 5598/8416 [00:45<00:22, 123.29it/s]
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    Epoch 4:  92%|█████████▏| 30849/33666 [16:15<01:29, 31.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5600/8416 [00:45<00:22, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30850/33666 [16:15<01:29, 31.61it/s, loss=3.08, v_num=0]

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    Epoch 4:  92%|█████████▏| 30851/33666 [16:15<01:29, 31.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5602/8416 [00:45<00:22, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30852/33666 [16:15<01:29, 31.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5603/8416 [00:45<00:22, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30853/33666 [16:15<01:28, 31.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5604/8416 [00:45<00:22, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30854/33666 [16:15<01:28, 31.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5605/8416 [00:45<00:22, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30855/33666 [16:15<01:28, 31.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5606/8416 [00:45<00:22, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30856/33666 [16:15<01:28, 31.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5607/8416 [00:45<00:22, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30857/33666 [16:15<01:28, 31.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5608/8416 [00:45<00:22, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30858/33666 [16:15<01:28, 31.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5609/8416 [00:45<00:22, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30859/33666 [16:15<01:28, 31.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5610/8416 [00:45<00:22, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30860/33666 [16:15<01:28, 31.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5611/8416 [00:45<00:22, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30861/33666 [16:15<01:28, 31.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5612/8416 [00:45<00:22, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30862/33666 [16:15<01:28, 31.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5613/8416 [00:45<00:22, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30863/33666 [16:15<01:28, 31.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5614/8416 [00:45<00:22, 123.29it/s]
    Epoch 4:  92%|█████████▏| 30864/33666 [16:16<01:28, 31.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5615/8416 [00:45<00:22, 123.28it/s]
    Epoch 4:  92%|█████████▏| 30865/33666 [16:16<01:28, 31.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5616/8416 [00:45<00:22, 123.28it/s]
    Epoch 4:  92%|█████████▏| 30866/33666 [16:16<01:28, 31.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5617/8416 [00:45<00:22, 123.28it/s]
    Epoch 4:  92%|█████████▏| 30867/33666 [16:16<01:28, 31.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5618/8416 [00:45<00:22, 123.28it/s]
    Epoch 4:  92%|█████████▏| 30868/33666 [16:16<01:28, 31.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5619/8416 [00:45<00:22, 123.28it/s]
    Epoch 4:  92%|█████████▏| 30869/33666 [16:16<01:28, 31.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5620/8416 [00:45<00:22, 123.28it/s]
    Epoch 4:  92%|█████████▏| 30870/33666 [16:16<01:28, 31.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5621/8416 [00:45<00:22, 123.28it/s]
    Epoch 4:  92%|█████████▏| 30871/33666 [16:16<01:28, 31.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5622/8416 [00:45<00:22, 123.28it/s]
    Epoch 4:  92%|█████████▏| 30872/33666 [16:16<01:28, 31.63it/s, loss=3.08, v_num=0]

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    Epoch 4:  92%|█████████▏| 30873/33666 [16:16<01:28, 31.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5624/8416 [00:45<00:22, 123.28it/s]
    Epoch 4:  92%|█████████▏| 30874/33666 [16:16<01:28, 31.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5625/8416 [00:45<00:22, 123.28it/s]
    Epoch 4:  92%|█████████▏| 30875/33666 [16:16<01:28, 31.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5626/8416 [00:45<00:22, 123.28it/s]
    Epoch 4:  92%|█████████▏| 30876/33666 [16:16<01:28, 31.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5627/8416 [00:45<00:22, 123.28it/s]
    Epoch 4:  92%|█████████▏| 30877/33666 [16:16<01:28, 31.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5628/8416 [00:45<00:22, 123.28it/s]
    Epoch 4:  92%|█████████▏| 30878/33666 [16:16<01:28, 31.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5629/8416 [00:45<00:22, 123.28it/s]
    Epoch 4:  92%|█████████▏| 30879/33666 [16:16<01:28, 31.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5630/8416 [00:45<00:22, 123.28it/s]
    Epoch 4:  92%|█████████▏| 30880/33666 [16:16<01:28, 31.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5631/8416 [00:45<00:22, 123.28it/s]
    Epoch 4:  92%|█████████▏| 30881/33666 [16:16<01:28, 31.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5632/8416 [00:45<00:22, 123.28it/s]
    Epoch 4:  92%|█████████▏| 30882/33666 [16:16<01:27, 31.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5633/8416 [00:45<00:22, 123.28it/s]
    Epoch 4:  92%|█████████▏| 30883/33666 [16:16<01:27, 31.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5634/8416 [00:45<00:22, 123.28it/s]
    Epoch 4:  92%|█████████▏| 30884/33666 [16:16<01:27, 31.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5635/8416 [00:45<00:22, 123.28it/s]
    Epoch 4:  92%|█████████▏| 30885/33666 [16:16<01:27, 31.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5636/8416 [00:45<00:22, 123.28it/s]
    Epoch 4:  92%|█████████▏| 30886/33666 [16:16<01:27, 31.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5637/8416 [00:45<00:22, 123.28it/s]
    Epoch 4:  92%|█████████▏| 30887/33666 [16:16<01:27, 31.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5638/8416 [00:45<00:22, 123.28it/s]
    Epoch 4:  92%|█████████▏| 30888/33666 [16:16<01:27, 31.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5639/8416 [00:45<00:22, 123.28it/s]
    Epoch 4:  92%|█████████▏| 30889/33666 [16:16<01:27, 31.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5640/8416 [00:45<00:22, 123.28it/s]
    Epoch 4:  92%|█████████▏| 30890/33666 [16:16<01:27, 31.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5641/8416 [00:45<00:22, 123.28it/s]
    Epoch 4:  92%|█████████▏| 30891/33666 [16:16<01:27, 31.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5642/8416 [00:45<00:22, 123.28it/s]
    Epoch 4:  92%|█████████▏| 30892/33666 [16:16<01:27, 31.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5643/8416 [00:45<00:22, 123.28it/s]
    Epoch 4:  92%|█████████▏| 30893/33666 [16:16<01:27, 31.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5644/8416 [00:45<00:22, 123.28it/s]
    Epoch 4:  92%|█████████▏| 30894/33666 [16:16<01:27, 31.65it/s, loss=3.08, v_num=0]

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    Epoch 4:  92%|█████████▏| 30895/33666 [16:16<01:27, 31.65it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5646/8416 [00:45<00:22, 123.28it/s]
    Epoch 4:  92%|█████████▏| 30896/33666 [16:16<01:27, 31.65it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5647/8416 [00:45<00:22, 123.28it/s]
    Epoch 4:  92%|█████████▏| 30897/33666 [16:16<01:27, 31.65it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5648/8416 [00:45<00:22, 123.28it/s]
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    Validation DataLoader 0:  67%|██████▋   | 5649/8416 [00:45<00:22, 123.28it/s]
    Epoch 4:  92%|█████████▏| 30899/33666 [16:16<01:27, 31.65it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5650/8416 [00:45<00:22, 123.28it/s]
    Epoch 4:  92%|█████████▏| 30900/33666 [16:16<01:27, 31.65it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5651/8416 [00:45<00:22, 123.28it/s]
    Epoch 4:  92%|█████████▏| 30901/33666 [16:16<01:27, 31.65it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5652/8416 [00:45<00:22, 123.28it/s]
    Epoch 4:  92%|█████████▏| 30902/33666 [16:16<01:27, 31.65it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5653/8416 [00:45<00:22, 123.28it/s]
    Epoch 4:  92%|█████████▏| 30903/33666 [16:16<01:27, 31.65it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5654/8416 [00:45<00:22, 123.28it/s]
    Epoch 4:  92%|█████████▏| 30904/33666 [16:16<01:27, 31.65it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5655/8416 [00:45<00:22, 123.28it/s]
    Epoch 4:  92%|█████████▏| 30905/33666 [16:16<01:27, 31.65it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5656/8416 [00:45<00:22, 123.28it/s]
    Epoch 4:  92%|█████████▏| 30906/33666 [16:16<01:27, 31.65it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5657/8416 [00:45<00:22, 123.28it/s]
    Epoch 4:  92%|█████████▏| 30907/33666 [16:16<01:27, 31.66it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5658/8416 [00:45<00:22, 123.28it/s]
    Epoch 4:  92%|█████████▏| 30908/33666 [16:16<01:27, 31.66it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5659/8416 [00:45<00:22, 123.28it/s]
    Epoch 4:  92%|█████████▏| 30909/33666 [16:16<01:27, 31.66it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5660/8416 [00:45<00:22, 123.27it/s]
    Epoch 4:  92%|█████████▏| 30910/33666 [16:16<01:27, 31.66it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5661/8416 [00:45<00:22, 123.27it/s]
    Epoch 4:  92%|█████████▏| 30911/33666 [16:16<01:27, 31.66it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5662/8416 [00:45<00:22, 123.27it/s]
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    Validation DataLoader 0:  67%|██████▋   | 5663/8416 [00:45<00:22, 123.27it/s]
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    Validation DataLoader 0:  67%|██████▋   | 5665/8416 [00:45<00:22, 123.27it/s]
    Epoch 4:  92%|█████████▏| 30915/33666 [16:16<01:26, 31.66it/s, loss=3.08, v_num=0]

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    Epoch 4:  92%|█████████▏| 30921/33666 [16:16<01:26, 31.67it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  67%|██████▋   | 5672/8416 [00:46<00:22, 123.27it/s]
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    Validation DataLoader 0:  67%|██████▋   | 5673/8416 [00:46<00:22, 123.27it/s]
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    Validation DataLoader 0:  67%|██████▋   | 5676/8416 [00:46<00:22, 123.27it/s]
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    Validation DataLoader 0:  67%|██████▋   | 5678/8416 [00:46<00:22, 123.27it/s]
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    Epoch 4:  92%|█████████▏| 30929/33666 [16:16<01:26, 31.67it/s, loss=3.08, v_num=0]

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    Epoch 4:  92%|█████████▏| 30930/33666 [16:16<01:26, 31.67it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5681/8416 [00:46<00:22, 123.27it/s]
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    Validation DataLoader 0:  68%|██████▊   | 5692/8416 [00:46<00:22, 123.27it/s]
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    Epoch 4:  92%|█████████▏| 30943/33666 [16:16<01:25, 31.68it/s, loss=3.08, v_num=0]

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    Epoch 4:  92%|█████████▏| 30944/33666 [16:16<01:25, 31.68it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5695/8416 [00:46<00:22, 123.27it/s]
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    Validation DataLoader 0:  68%|██████▊   | 5696/8416 [00:46<00:22, 123.27it/s]
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    Epoch 4:  92%|█████████▏| 30947/33666 [16:16<01:25, 31.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5698/8416 [00:46<00:22, 123.27it/s]
    Epoch 4:  92%|█████████▏| 30948/33666 [16:16<01:25, 31.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5699/8416 [00:46<00:22, 123.27it/s]
    Epoch 4:  92%|█████████▏| 30949/33666 [16:16<01:25, 31.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5700/8416 [00:46<00:22, 123.27it/s]
    Epoch 4:  92%|█████████▏| 30950/33666 [16:16<01:25, 31.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5701/8416 [00:46<00:22, 123.27it/s]
    Epoch 4:  92%|█████████▏| 30951/33666 [16:16<01:25, 31.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5702/8416 [00:46<00:22, 123.27it/s]
    Epoch 4:  92%|█████████▏| 30952/33666 [16:16<01:25, 31.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5703/8416 [00:46<00:22, 123.27it/s]
    Epoch 4:  92%|█████████▏| 30953/33666 [16:16<01:25, 31.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5704/8416 [00:46<00:22, 123.27it/s]
    Epoch 4:  92%|█████████▏| 30954/33666 [16:16<01:25, 31.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5705/8416 [00:46<00:21, 123.27it/s]
    Epoch 4:  92%|█████████▏| 30955/33666 [16:16<01:25, 31.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5706/8416 [00:46<00:21, 123.27it/s]
    Epoch 4:  92%|█████████▏| 30956/33666 [16:16<01:25, 31.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5707/8416 [00:46<00:21, 123.27it/s]
    Epoch 4:  92%|█████████▏| 30957/33666 [16:16<01:25, 31.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5708/8416 [00:46<00:21, 123.26it/s]
    Epoch 4:  92%|█████████▏| 30958/33666 [16:16<01:25, 31.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5709/8416 [00:46<00:21, 123.26it/s]
    Epoch 4:  92%|█████████▏| 30959/33666 [16:16<01:25, 31.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5710/8416 [00:46<00:21, 123.26it/s]
    Epoch 4:  92%|█████████▏| 30960/33666 [16:16<01:25, 31.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5711/8416 [00:46<00:21, 123.26it/s]
    Epoch 4:  92%|█████████▏| 30961/33666 [16:16<01:25, 31.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5712/8416 [00:46<00:21, 123.26it/s]
    Epoch 4:  92%|█████████▏| 30962/33666 [16:16<01:25, 31.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5713/8416 [00:46<00:21, 123.26it/s]
    Epoch 4:  92%|█████████▏| 30963/33666 [16:16<01:25, 31.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5714/8416 [00:46<00:21, 123.26it/s]
    Epoch 4:  92%|█████████▏| 30964/33666 [16:16<01:25, 31.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5715/8416 [00:46<00:21, 123.26it/s]
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    Validation DataLoader 0:  68%|██████▊   | 5716/8416 [00:46<00:21, 123.26it/s]
    Epoch 4:  92%|█████████▏| 30966/33666 [16:16<01:25, 31.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5717/8416 [00:46<00:21, 123.26it/s]
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    Epoch 4:  92%|█████████▏| 30968/33666 [16:16<01:25, 31.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5719/8416 [00:46<00:21, 123.26it/s]
    Epoch 4:  92%|█████████▏| 30969/33666 [16:16<01:25, 31.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5720/8416 [00:46<00:21, 123.26it/s]
    Epoch 4:  92%|█████████▏| 30970/33666 [16:16<01:25, 31.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5721/8416 [00:46<00:21, 123.26it/s]
    Epoch 4:  92%|█████████▏| 30971/33666 [16:16<01:25, 31.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5722/8416 [00:46<00:21, 123.26it/s]
    Epoch 4:  92%|█████████▏| 30972/33666 [16:16<01:24, 31.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5723/8416 [00:46<00:21, 123.26it/s]
    Epoch 4:  92%|█████████▏| 30973/33666 [16:16<01:24, 31.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5724/8416 [00:46<00:21, 123.26it/s]
    Epoch 4:  92%|█████████▏| 30974/33666 [16:16<01:24, 31.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5725/8416 [00:46<00:21, 123.26it/s]
    Epoch 4:  92%|█████████▏| 30975/33666 [16:16<01:24, 31.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5726/8416 [00:46<00:21, 123.26it/s]
    Epoch 4:  92%|█████████▏| 30976/33666 [16:16<01:24, 31.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5727/8416 [00:46<00:21, 123.26it/s]
    Epoch 4:  92%|█████████▏| 30977/33666 [16:16<01:24, 31.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5728/8416 [00:46<00:21, 123.26it/s]
    Epoch 4:  92%|█████████▏| 30978/33666 [16:16<01:24, 31.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5729/8416 [00:46<00:21, 123.26it/s]
    Epoch 4:  92%|█████████▏| 30979/33666 [16:16<01:24, 31.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5730/8416 [00:46<00:21, 123.26it/s]
    Epoch 4:  92%|█████████▏| 30980/33666 [16:16<01:24, 31.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5731/8416 [00:46<00:21, 123.26it/s]
    Epoch 4:  92%|█████████▏| 30981/33666 [16:16<01:24, 31.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5732/8416 [00:46<00:21, 123.26it/s]
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    Validation DataLoader 0:  68%|██████▊   | 5733/8416 [00:46<00:21, 123.26it/s]
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    Validation DataLoader 0:  68%|██████▊   | 5734/8416 [00:46<00:21, 123.26it/s]
    Epoch 4:  92%|█████████▏| 30984/33666 [16:16<01:24, 31.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5735/8416 [00:46<00:21, 123.26it/s]
    Epoch 4:  92%|█████████▏| 30985/33666 [16:16<01:24, 31.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5736/8416 [00:46<00:21, 123.26it/s]
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    Validation DataLoader 0:  68%|██████▊   | 5743/8416 [00:46<00:21, 123.26it/s]
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    Validation DataLoader 0:  68%|██████▊   | 5744/8416 [00:46<00:21, 123.26it/s]
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    Validation DataLoader 0:  68%|██████▊   | 5745/8416 [00:46<00:21, 123.26it/s]
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    Validation DataLoader 0:  68%|██████▊   | 5746/8416 [00:46<00:21, 123.26it/s]
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    Validation DataLoader 0:  68%|██████▊   | 5747/8416 [00:46<00:21, 123.26it/s]
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    Epoch 4:  92%|█████████▏| 30999/33666 [16:17<01:24, 31.73it/s, loss=3.08, v_num=0]

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    Epoch 4:  92%|█████████▏| 31000/33666 [16:17<01:24, 31.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5751/8416 [00:46<00:21, 123.26it/s]
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    Validation DataLoader 0:  68%|██████▊   | 5752/8416 [00:46<00:21, 123.26it/s]
    Epoch 4:  92%|█████████▏| 31002/33666 [16:17<01:23, 31.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5753/8416 [00:46<00:21, 123.26it/s]
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    Epoch 4:  92%|█████████▏| 31005/33666 [16:17<01:23, 31.73it/s, loss=3.08, v_num=0]

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    Validation DataLoader 0:  68%|██████▊   | 5757/8416 [00:46<00:21, 123.26it/s]
    Epoch 4:  92%|█████████▏| 31007/33666 [16:17<01:23, 31.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5758/8416 [00:46<00:21, 123.26it/s]
    Epoch 4:  92%|█████████▏| 31008/33666 [16:17<01:23, 31.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5759/8416 [00:46<00:21, 123.26it/s]
    Epoch 4:  92%|█████████▏| 31009/33666 [16:17<01:23, 31.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5760/8416 [00:46<00:21, 123.26it/s]
    Epoch 4:  92%|█████████▏| 31010/33666 [16:17<01:23, 31.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5761/8416 [00:46<00:21, 123.26it/s]
    Epoch 4:  92%|█████████▏| 31011/33666 [16:17<01:23, 31.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5762/8416 [00:46<00:21, 123.26it/s]
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    Validation DataLoader 0:  68%|██████▊   | 5763/8416 [00:46<00:21, 123.26it/s]
    Epoch 4:  92%|█████████▏| 31013/33666 [16:17<01:23, 31.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  68%|██████▊   | 5764/8416 [00:46<00:21, 123.26it/s]
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    Validation DataLoader 0:  69%|██████▊   | 5766/8416 [00:46<00:21, 123.24it/s]
    Epoch 4:  92%|█████████▏| 31016/33666 [16:17<01:23, 31.74it/s, loss=3.08, v_num=0]

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    Epoch 4:  92%|█████████▏| 31017/33666 [16:17<01:23, 31.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5768/8416 [00:46<00:21, 123.24it/s]
    Epoch 4:  92%|█████████▏| 31018/33666 [16:17<01:23, 31.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5769/8416 [00:46<00:21, 123.24it/s]
    Epoch 4:  92%|█████████▏| 31019/33666 [16:17<01:23, 31.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5770/8416 [00:46<00:21, 123.24it/s]
    Epoch 4:  92%|█████████▏| 31020/33666 [16:17<01:23, 31.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5771/8416 [00:46<00:21, 123.24it/s]
    Epoch 4:  92%|█████████▏| 31021/33666 [16:17<01:23, 31.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5772/8416 [00:46<00:21, 123.24it/s]
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    Validation DataLoader 0:  69%|██████▊   | 5773/8416 [00:46<00:21, 123.24it/s]
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    Validation DataLoader 0:  69%|██████▊   | 5774/8416 [00:46<00:21, 123.24it/s]
    Epoch 4:  92%|█████████▏| 31024/33666 [16:17<01:23, 31.74it/s, loss=3.08, v_num=0]

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    Epoch 4:  92%|█████████▏| 31025/33666 [16:17<01:23, 31.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5776/8416 [00:46<00:21, 123.24it/s]
    Epoch 4:  92%|█████████▏| 31026/33666 [16:17<01:23, 31.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5777/8416 [00:46<00:21, 123.24it/s]
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    Validation DataLoader 0:  69%|██████▊   | 5778/8416 [00:46<00:21, 123.25it/s]
    Epoch 4:  92%|█████████▏| 31028/33666 [16:17<01:23, 31.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5779/8416 [00:46<00:21, 123.25it/s]
    Epoch 4:  92%|█████████▏| 31029/33666 [16:17<01:23, 31.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5780/8416 [00:46<00:21, 123.25it/s]
    Epoch 4:  92%|█████████▏| 31030/33666 [16:17<01:23, 31.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5781/8416 [00:46<00:21, 123.25it/s]
    Epoch 4:  92%|█████████▏| 31031/33666 [16:17<01:22, 31.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5782/8416 [00:46<00:21, 123.25it/s]
    Epoch 4:  92%|█████████▏| 31032/33666 [16:17<01:22, 31.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5783/8416 [00:46<00:21, 123.25it/s]
    Epoch 4:  92%|█████████▏| 31033/33666 [16:17<01:22, 31.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5784/8416 [00:46<00:21, 123.25it/s]
    Epoch 4:  92%|█████████▏| 31034/33666 [16:17<01:22, 31.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▊   | 5785/8416 [00:46<00:21, 123.25it/s]
    Epoch 4:  92%|█████████▏| 31035/33666 [16:17<01:22, 31.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5786/8416 [00:46<00:21, 123.25it/s]
    Epoch 4:  92%|█████████▏| 31036/33666 [16:17<01:22, 31.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5787/8416 [00:46<00:21, 123.25it/s]
    Epoch 4:  92%|█████████▏| 31037/33666 [16:17<01:22, 31.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5788/8416 [00:46<00:21, 123.25it/s]
    Epoch 4:  92%|█████████▏| 31038/33666 [16:17<01:22, 31.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5789/8416 [00:46<00:21, 123.25it/s]
    Epoch 4:  92%|█████████▏| 31039/33666 [16:17<01:22, 31.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5790/8416 [00:46<00:21, 123.25it/s]
    Epoch 4:  92%|█████████▏| 31040/33666 [16:17<01:22, 31.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5791/8416 [00:46<00:21, 123.25it/s]
    Epoch 4:  92%|█████████▏| 31041/33666 [16:17<01:22, 31.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5792/8416 [00:46<00:21, 123.25it/s]
    Epoch 4:  92%|█████████▏| 31042/33666 [16:17<01:22, 31.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5793/8416 [00:47<00:21, 123.25it/s]
    Epoch 4:  92%|█████████▏| 31043/33666 [16:17<01:22, 31.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5794/8416 [00:47<00:21, 123.25it/s]
    Epoch 4:  92%|█████████▏| 31044/33666 [16:17<01:22, 31.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5795/8416 [00:47<00:21, 123.25it/s]
    Epoch 4:  92%|█████████▏| 31045/33666 [16:17<01:22, 31.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5796/8416 [00:47<00:21, 123.25it/s]
    Epoch 4:  92%|█████████▏| 31046/33666 [16:17<01:22, 31.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5797/8416 [00:47<00:21, 123.25it/s]
    Epoch 4:  92%|█████████▏| 31047/33666 [16:17<01:22, 31.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5798/8416 [00:47<00:21, 123.24it/s]
    Epoch 4:  92%|█████████▏| 31048/33666 [16:17<01:22, 31.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5799/8416 [00:47<00:21, 123.23it/s]
    Epoch 4:  92%|█████████▏| 31049/33666 [16:17<01:22, 31.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5800/8416 [00:47<00:21, 123.23it/s]
    Epoch 4:  92%|█████████▏| 31050/33666 [16:17<01:22, 31.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5801/8416 [00:47<00:21, 123.23it/s]
    Epoch 4:  92%|█████████▏| 31051/33666 [16:17<01:22, 31.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5802/8416 [00:47<00:21, 123.23it/s]
    Epoch 4:  92%|█████████▏| 31052/33666 [16:17<01:22, 31.77it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5803/8416 [00:47<00:21, 123.23it/s]
    Epoch 4:  92%|█████████▏| 31053/33666 [16:17<01:22, 31.77it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5804/8416 [00:47<00:21, 123.23it/s]
    Epoch 4:  92%|█████████▏| 31054/33666 [16:17<01:22, 31.77it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5805/8416 [00:47<00:21, 123.23it/s]
    Epoch 4:  92%|█████████▏| 31055/33666 [16:17<01:22, 31.77it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5806/8416 [00:47<00:21, 123.23it/s]
    Epoch 4:  92%|█████████▏| 31056/33666 [16:17<01:22, 31.77it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5807/8416 [00:47<00:21, 123.23it/s]
    Epoch 4:  92%|█████████▏| 31057/33666 [16:17<01:22, 31.77it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5808/8416 [00:47<00:21, 123.23it/s]
    Epoch 4:  92%|█████████▏| 31058/33666 [16:17<01:22, 31.77it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5809/8416 [00:47<00:21, 123.22it/s]
    Epoch 4:  92%|█████████▏| 31059/33666 [16:17<01:22, 31.77it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5810/8416 [00:47<00:21, 123.22it/s]
    Epoch 4:  92%|█████████▏| 31060/33666 [16:17<01:22, 31.77it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5811/8416 [00:47<00:21, 123.22it/s]
    Epoch 4:  92%|█████████▏| 31061/33666 [16:17<01:21, 31.77it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5812/8416 [00:47<00:21, 123.22it/s]
    Epoch 4:  92%|█████████▏| 31062/33666 [16:17<01:21, 31.77it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5813/8416 [00:47<00:21, 123.22it/s]
    Epoch 4:  92%|█████████▏| 31063/33666 [16:17<01:21, 31.77it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5814/8416 [00:47<00:21, 123.22it/s]
    Epoch 4:  92%|█████████▏| 31064/33666 [16:17<01:21, 31.77it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5815/8416 [00:47<00:21, 123.22it/s]
    Epoch 4:  92%|█████████▏| 31065/33666 [16:17<01:21, 31.77it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5816/8416 [00:47<00:21, 123.22it/s]
    Epoch 4:  92%|█████████▏| 31066/33666 [16:17<01:21, 31.78it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5817/8416 [00:47<00:21, 123.22it/s]
    Epoch 4:  92%|█████████▏| 31067/33666 [16:17<01:21, 31.78it/s, loss=3.08, v_num=0]

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    Epoch 4:  92%|█████████▏| 31068/33666 [16:17<01:21, 31.78it/s, loss=3.08, v_num=0]

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    Epoch 4:  92%|█████████▏| 31069/33666 [16:17<01:21, 31.78it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5820/8416 [00:47<00:21, 123.22it/s]
    Epoch 4:  92%|█████████▏| 31070/33666 [16:17<01:21, 31.78it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5821/8416 [00:47<00:21, 123.21it/s]
    Epoch 4:  92%|█████████▏| 31071/33666 [16:17<01:21, 31.78it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5822/8416 [00:47<00:21, 123.21it/s]
    Epoch 4:  92%|█████████▏| 31072/33666 [16:17<01:21, 31.78it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5823/8416 [00:47<00:21, 123.21it/s]
    Epoch 4:  92%|█████████▏| 31073/33666 [16:17<01:21, 31.78it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5824/8416 [00:47<00:21, 123.21it/s]
    Epoch 4:  92%|█████████▏| 31074/33666 [16:17<01:21, 31.78it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5825/8416 [00:47<00:21, 123.21it/s]
    Epoch 4:  92%|█████████▏| 31075/33666 [16:17<01:21, 31.78it/s, loss=3.08, v_num=0]

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    Epoch 4:  92%|█████████▏| 31076/33666 [16:17<01:21, 31.78it/s, loss=3.08, v_num=0]

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    Epoch 4:  92%|█████████▏| 31077/33666 [16:17<01:21, 31.78it/s, loss=3.08, v_num=0]

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    Epoch 4:  92%|█████████▏| 31078/33666 [16:17<01:21, 31.78it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5829/8416 [00:47<00:20, 123.21it/s]
    Epoch 4:  92%|█████████▏| 31079/33666 [16:17<01:21, 31.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5830/8416 [00:47<00:20, 123.21it/s]
    Epoch 4:  92%|█████████▏| 31080/33666 [16:17<01:21, 31.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5831/8416 [00:47<00:20, 123.21it/s]
    Epoch 4:  92%|█████████▏| 31081/33666 [16:17<01:21, 31.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5832/8416 [00:47<00:20, 123.21it/s]
    Epoch 4:  92%|█████████▏| 31082/33666 [16:17<01:21, 31.79it/s, loss=3.08, v_num=0]

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    Epoch 4:  92%|█████████▏| 31083/33666 [16:17<01:21, 31.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  69%|██████▉   | 5834/8416 [00:47<00:20, 123.20it/s]
    Epoch 4:  92%|█████████▏| 31084/33666 [16:17<01:21, 31.79it/s, loss=3.08, v_num=0]

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    Epoch 4:  92%|█████████▏| 31085/33666 [16:17<01:21, 31.79it/s, loss=3.08, v_num=0]

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    Epoch 4:  92%|█████████▏| 31086/33666 [16:17<01:21, 31.79it/s, loss=3.08, v_num=0]

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    Validation DataLoader 0:  69%|██████▉   | 5841/8416 [00:47<00:20, 123.20it/s]
    Epoch 4:  92%|█████████▏| 31091/33666 [16:17<01:20, 31.79it/s, loss=3.08, v_num=0]

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    Epoch 4:  92%|█████████▏| 31101/33666 [16:17<01:20, 31.80it/s, loss=3.08, v_num=0]

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    Epoch 4:  92%|█████████▏| 31102/33666 [16:17<01:20, 31.80it/s, loss=3.08, v_num=0]

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    Validation DataLoader 0:  72%|███████▏  | 6061/8416 [00:49<00:19, 123.19it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6062/8416 [00:49<00:19, 123.19it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6071/8416 [00:49<00:19, 123.20it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6072/8416 [00:49<00:19, 123.20it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6073/8416 [00:49<00:19, 123.20it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6074/8416 [00:49<00:19, 123.20it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6076/8416 [00:49<00:18, 123.20it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6078/8416 [00:49<00:18, 123.20it/s]
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    Validation DataLoader 0:  72%|███████▏  | 6088/8416 [00:49<00:18, 123.21it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6113/8416 [00:49<00:18, 123.23it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6121/8416 [00:49<00:18, 123.23it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6124/8416 [00:49<00:18, 123.24it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6125/8416 [00:49<00:18, 123.24it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6130/8416 [00:49<00:18, 123.24it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6131/8416 [00:49<00:18, 123.24it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6133/8416 [00:49<00:18, 123.24it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6135/8416 [00:49<00:18, 123.24it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6136/8416 [00:49<00:18, 123.24it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6137/8416 [00:49<00:18, 123.24it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6138/8416 [00:49<00:18, 123.24it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6139/8416 [00:49<00:18, 123.25it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6140/8416 [00:49<00:18, 123.25it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6141/8416 [00:49<00:18, 123.25it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6142/8416 [00:49<00:18, 123.25it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6143/8416 [00:49<00:18, 123.25it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6144/8416 [00:49<00:18, 123.25it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6145/8416 [00:49<00:18, 123.25it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6146/8416 [00:49<00:18, 123.25it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6147/8416 [00:49<00:18, 123.25it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6148/8416 [00:49<00:18, 123.25it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6149/8416 [00:49<00:18, 123.25it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6150/8416 [00:49<00:18, 123.25it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6151/8416 [00:49<00:18, 123.25it/s]
    Epoch 4:  93%|█████████▎| 31401/33666 [16:20<01:10, 32.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6152/8416 [00:49<00:18, 123.25it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6153/8416 [00:49<00:18, 123.25it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6154/8416 [00:49<00:18, 123.25it/s]
    Epoch 4:  93%|█████████▎| 31404/33666 [16:20<01:10, 32.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6155/8416 [00:49<00:18, 123.26it/s]
    Epoch 4:  93%|█████████▎| 31405/33666 [16:20<01:10, 32.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6156/8416 [00:49<00:18, 123.26it/s]
    Epoch 4:  93%|█████████▎| 31406/33666 [16:20<01:10, 32.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6157/8416 [00:49<00:18, 123.26it/s]
    Epoch 4:  93%|█████████▎| 31407/33666 [16:20<01:10, 32.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6158/8416 [00:49<00:18, 123.26it/s]
    Epoch 4:  93%|█████████▎| 31408/33666 [16:20<01:10, 32.03it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6159/8416 [00:49<00:18, 123.26it/s]
    Epoch 4:  93%|█████████▎| 31409/33666 [16:20<01:10, 32.04it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6160/8416 [00:49<00:18, 123.26it/s]
    Epoch 4:  93%|█████████▎| 31410/33666 [16:20<01:10, 32.04it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6161/8416 [00:49<00:18, 123.25it/s]
    Epoch 4:  93%|█████████▎| 31411/33666 [16:20<01:10, 32.04it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6162/8416 [00:49<00:18, 123.25it/s]
    Epoch 4:  93%|█████████▎| 31412/33666 [16:20<01:10, 32.04it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6163/8416 [00:50<00:18, 123.25it/s]
    Epoch 4:  93%|█████████▎| 31413/33666 [16:20<01:10, 32.04it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6164/8416 [00:50<00:18, 123.24it/s]
    Epoch 4:  93%|█████████▎| 31414/33666 [16:20<01:10, 32.04it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6165/8416 [00:50<00:18, 123.25it/s]
    Epoch 4:  93%|█████████▎| 31415/33666 [16:20<01:10, 32.04it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6166/8416 [00:50<00:18, 123.25it/s]
    Epoch 4:  93%|█████████▎| 31416/33666 [16:20<01:10, 32.04it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  73%|███████▎  | 6167/8416 [00:50<00:18, 123.25it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6168/8416 [00:50<00:18, 123.25it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6169/8416 [00:50<00:18, 123.25it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6170/8416 [00:50<00:18, 123.25it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6171/8416 [00:50<00:18, 123.25it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6172/8416 [00:50<00:18, 123.25it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6173/8416 [00:50<00:18, 123.25it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6174/8416 [00:50<00:18, 123.25it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6175/8416 [00:50<00:18, 123.25it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6176/8416 [00:50<00:18, 123.25it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6177/8416 [00:50<00:18, 123.25it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6178/8416 [00:50<00:18, 123.25it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6179/8416 [00:50<00:18, 123.25it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6180/8416 [00:50<00:18, 123.25it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6181/8416 [00:50<00:18, 123.25it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6182/8416 [00:50<00:18, 123.25it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6183/8416 [00:50<00:18, 123.25it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6184/8416 [00:50<00:18, 123.25it/s]
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    Validation DataLoader 0:  73%|███████▎  | 6185/8416 [00:50<00:18, 123.25it/s]
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    Validation DataLoader 0:  74%|███████▎  | 6186/8416 [00:50<00:18, 123.25it/s]
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    Validation DataLoader 0:  74%|███████▎  | 6187/8416 [00:50<00:18, 123.25it/s]
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    Validation DataLoader 0:  74%|███████▎  | 6188/8416 [00:50<00:18, 123.25it/s]
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    Validation DataLoader 0:  74%|███████▎  | 6189/8416 [00:50<00:18, 123.25it/s]
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    Validation DataLoader 0:  74%|███████▎  | 6190/8416 [00:50<00:18, 123.25it/s]
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    Validation DataLoader 0:  74%|███████▎  | 6191/8416 [00:50<00:18, 123.25it/s]
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    Validation DataLoader 0:  74%|███████▎  | 6192/8416 [00:50<00:18, 123.25it/s]
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    Validation DataLoader 0:  74%|███████▎  | 6193/8416 [00:50<00:18, 123.25it/s]
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    Validation DataLoader 0:  74%|███████▎  | 6194/8416 [00:50<00:18, 123.25it/s]
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    Validation DataLoader 0:  74%|███████▎  | 6195/8416 [00:50<00:18, 123.25it/s]
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    Validation DataLoader 0:  74%|███████▎  | 6196/8416 [00:50<00:18, 123.24it/s]
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    Validation DataLoader 0:  74%|███████▎  | 6197/8416 [00:50<00:18, 123.24it/s]
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    Validation DataLoader 0:  74%|███████▎  | 6198/8416 [00:50<00:17, 123.24it/s]
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    Validation DataLoader 0:  74%|███████▎  | 6199/8416 [00:50<00:17, 123.24it/s]
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    Validation DataLoader 0:  74%|███████▎  | 6200/8416 [00:50<00:17, 123.24it/s]
    Epoch 4:  93%|█████████▎| 31450/33666 [16:20<01:09, 32.07it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6201/8416 [00:50<00:17, 123.24it/s]
    Epoch 4:  93%|█████████▎| 31451/33666 [16:20<01:09, 32.07it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6202/8416 [00:50<00:17, 123.24it/s]
    Epoch 4:  93%|█████████▎| 31452/33666 [16:20<01:09, 32.07it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  74%|███████▎  | 6203/8416 [00:50<00:17, 123.24it/s]
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    Epoch 4:  93%|█████████▎| 31477/33666 [16:20<01:08, 32.09it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  74%|███████▍  | 6228/8416 [00:50<00:17, 123.24it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6234/8416 [00:50<00:17, 123.24it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6235/8416 [00:50<00:17, 123.24it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6236/8416 [00:50<00:17, 123.24it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6241/8416 [00:50<00:17, 123.24it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6242/8416 [00:50<00:17, 123.24it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6246/8416 [00:50<00:17, 123.24it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6248/8416 [00:50<00:17, 123.25it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6249/8416 [00:50<00:17, 123.25it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6250/8416 [00:50<00:17, 123.25it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6251/8416 [00:50<00:17, 123.25it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6252/8416 [00:50<00:17, 123.25it/s]
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    Validation DataLoader 0:  74%|███████▍  | 6253/8416 [00:50<00:17, 123.25it/s]
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    Validation DataLoader 0:  75%|███████▌  | 6322/8416 [00:51<00:16, 123.30it/s]
    Epoch 4:  94%|█████████▍| 31572/33666 [16:21<01:05, 32.16it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  75%|███████▌  | 6323/8416 [00:51<00:16, 123.30it/s]
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    Validation DataLoader 0:  75%|███████▌  | 6324/8416 [00:51<00:16, 123.28it/s]
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    Validation DataLoader 0:  75%|███████▌  | 6325/8416 [00:51<00:16, 123.28it/s]
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    Validation DataLoader 0:  75%|███████▌  | 6326/8416 [00:51<00:16, 123.28it/s]
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    Validation DataLoader 0:  75%|███████▌  | 6327/8416 [00:51<00:16, 123.28it/s]
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    Validation DataLoader 0:  75%|███████▌  | 6328/8416 [00:51<00:16, 123.28it/s]
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    Validation DataLoader 0:  75%|███████▌  | 6329/8416 [00:51<00:16, 123.29it/s]
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    Validation DataLoader 0:  75%|███████▌  | 6331/8416 [00:51<00:16, 123.27it/s]
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    Validation DataLoader 0:  75%|███████▌  | 6333/8416 [00:51<00:16, 123.27it/s]
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    Validation DataLoader 0:  75%|███████▌  | 6334/8416 [00:51<00:16, 123.27it/s]
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    Validation DataLoader 0:  75%|███████▌  | 6335/8416 [00:51<00:16, 123.27it/s]
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    Validation DataLoader 0:  75%|███████▌  | 6336/8416 [00:51<00:16, 123.27it/s]
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    Validation DataLoader 0:  75%|███████▌  | 6337/8416 [00:51<00:16, 123.28it/s]
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    Validation DataLoader 0:  75%|███████▌  | 6338/8416 [00:51<00:16, 123.28it/s]
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    Validation DataLoader 0:  75%|███████▌  | 6353/8416 [00:51<00:16, 123.28it/s]
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    Validation DataLoader 0:  75%|███████▌  | 6354/8416 [00:51<00:16, 123.28it/s]
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    Validation DataLoader 0:  76%|███████▌  | 6356/8416 [00:51<00:16, 123.28it/s]
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    Validation DataLoader 0:  76%|███████▌  | 6357/8416 [00:51<00:16, 123.28it/s]
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    Validation DataLoader 0:  76%|███████▌  | 6358/8416 [00:51<00:16, 123.28it/s]
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    Validation DataLoader 0:  76%|███████▌  | 6366/8416 [00:51<00:16, 123.28it/s]
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    Validation DataLoader 0:  76%|███████▌  | 6367/8416 [00:51<00:16, 123.28it/s]
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    Validation DataLoader 0:  76%|███████▌  | 6368/8416 [00:51<00:16, 123.28it/s]
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    Validation DataLoader 0:  76%|███████▌  | 6369/8416 [00:51<00:16, 123.28it/s]
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    Validation DataLoader 0:  76%|███████▌  | 6371/8416 [00:51<00:16, 123.28it/s]
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    Validation DataLoader 0:  76%|███████▌  | 6382/8416 [00:51<00:16, 123.29it/s]
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    Validation DataLoader 0:  76%|███████▌  | 6384/8416 [00:51<00:16, 123.29it/s]
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    Validation DataLoader 0:  76%|███████▌  | 6385/8416 [00:51<00:16, 123.29it/s]
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    Validation DataLoader 0:  76%|███████▌  | 6386/8416 [00:51<00:16, 123.29it/s]
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    Validation DataLoader 0:  76%|███████▌  | 6387/8416 [00:51<00:16, 123.29it/s]
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    Validation DataLoader 0:  76%|███████▌  | 6388/8416 [00:51<00:16, 123.30it/s]
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    Validation DataLoader 0:  76%|███████▌  | 6389/8416 [00:51<00:16, 123.30it/s]
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    Validation DataLoader 0:  76%|███████▌  | 6391/8416 [00:51<00:16, 123.30it/s]
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    Validation DataLoader 0:  76%|███████▌  | 6392/8416 [00:51<00:16, 123.30it/s]
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    Validation DataLoader 0:  76%|███████▌  | 6393/8416 [00:51<00:16, 123.30it/s]
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    Validation DataLoader 0:  76%|███████▌  | 6394/8416 [00:51<00:16, 123.30it/s]
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    Validation DataLoader 0:  76%|███████▌  | 6395/8416 [00:51<00:16, 123.30it/s]
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    Validation DataLoader 0:  76%|███████▌  | 6396/8416 [00:51<00:16, 123.30it/s]
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    Validation DataLoader 0:  76%|███████▌  | 6397/8416 [00:51<00:16, 123.30it/s]
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    Validation DataLoader 0:  76%|███████▌  | 6398/8416 [00:51<00:16, 123.30it/s]
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    Validation DataLoader 0:  76%|███████▌  | 6399/8416 [00:51<00:16, 123.30it/s]
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    Validation DataLoader 0:  76%|███████▌  | 6400/8416 [00:51<00:16, 123.30it/s]
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    Validation DataLoader 0:  76%|███████▌  | 6401/8416 [00:51<00:16, 123.30it/s]
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    Validation DataLoader 0:  76%|███████▌  | 6402/8416 [00:51<00:16, 123.30it/s]
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    Validation DataLoader 0:  76%|███████▌  | 6403/8416 [00:51<00:16, 123.30it/s]
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    Validation DataLoader 0:  76%|███████▌  | 6404/8416 [00:51<00:16, 123.30it/s]
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    Validation DataLoader 0:  76%|███████▌  | 6405/8416 [00:51<00:16, 123.31it/s]
    Epoch 4:  94%|█████████▍| 31655/33666 [16:22<01:02, 32.22it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6406/8416 [00:51<00:16, 123.31it/s]
    Epoch 4:  94%|█████████▍| 31656/33666 [16:22<01:02, 32.22it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6407/8416 [00:51<00:16, 123.31it/s]
    Epoch 4:  94%|█████████▍| 31657/33666 [16:22<01:02, 32.22it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  76%|███████▌  | 6408/8416 [00:51<00:16, 123.31it/s]
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    Validation DataLoader 0:  76%|███████▌  | 6409/8416 [00:51<00:16, 123.31it/s]
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    Validation DataLoader 0:  76%|███████▌  | 6410/8416 [00:51<00:16, 123.31it/s]
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    Validation DataLoader 0:  76%|███████▌  | 6411/8416 [00:51<00:16, 123.31it/s]
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    Validation DataLoader 0:  76%|███████▌  | 6412/8416 [00:51<00:16, 123.31it/s]
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    Validation DataLoader 0:  76%|███████▌  | 6413/8416 [00:52<00:16, 123.31it/s]
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    Validation DataLoader 0:  76%|███████▌  | 6414/8416 [00:52<00:16, 123.31it/s]
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    Validation DataLoader 0:  76%|███████▌  | 6415/8416 [00:52<00:16, 123.31it/s]
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    Validation DataLoader 0:  76%|███████▌  | 6416/8416 [00:52<00:16, 123.31it/s]
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    Validation DataLoader 0:  76%|███████▌  | 6417/8416 [00:52<00:16, 123.31it/s]
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    Validation DataLoader 0:  76%|███████▋  | 6418/8416 [00:52<00:16, 123.31it/s]
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    Validation DataLoader 0:  76%|███████▋  | 6419/8416 [00:52<00:16, 123.31it/s]
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    Validation DataLoader 0:  76%|███████▋  | 6420/8416 [00:52<00:16, 123.32it/s]
    Epoch 4:  94%|█████████▍| 31670/33666 [16:22<01:01, 32.23it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6421/8416 [00:52<00:16, 123.32it/s]
    Epoch 4:  94%|█████████▍| 31671/33666 [16:22<01:01, 32.23it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6422/8416 [00:52<00:16, 123.32it/s]
    Epoch 4:  94%|█████████▍| 31672/33666 [16:22<01:01, 32.23it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6423/8416 [00:52<00:16, 123.32it/s]
    Epoch 4:  94%|█████████▍| 31673/33666 [16:22<01:01, 32.24it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6424/8416 [00:52<00:16, 123.32it/s]
    Epoch 4:  94%|█████████▍| 31674/33666 [16:22<01:01, 32.24it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6425/8416 [00:52<00:16, 123.32it/s]
    Epoch 4:  94%|█████████▍| 31675/33666 [16:22<01:01, 32.24it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6426/8416 [00:52<00:16, 123.32it/s]
    Epoch 4:  94%|█████████▍| 31676/33666 [16:22<01:01, 32.24it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  76%|███████▋  | 6427/8416 [00:52<00:16, 123.32it/s]
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    Validation DataLoader 0:  76%|███████▋  | 6428/8416 [00:52<00:16, 123.32it/s]
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    Validation DataLoader 0:  76%|███████▋  | 6429/8416 [00:52<00:16, 123.32it/s]
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    Validation DataLoader 0:  76%|███████▋  | 6430/8416 [00:52<00:16, 123.32it/s]
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    Validation DataLoader 0:  76%|███████▋  | 6431/8416 [00:52<00:16, 123.32it/s]
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    Validation DataLoader 0:  76%|███████▋  | 6432/8416 [00:52<00:16, 123.32it/s]
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    Validation DataLoader 0:  76%|███████▋  | 6433/8416 [00:52<00:16, 123.31it/s]
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    Validation DataLoader 0:  76%|███████▋  | 6434/8416 [00:52<00:16, 123.31it/s]
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    Validation DataLoader 0:  76%|███████▋  | 6435/8416 [00:52<00:16, 123.31it/s]
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    Validation DataLoader 0:  76%|███████▋  | 6436/8416 [00:52<00:16, 123.31it/s]
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    Validation DataLoader 0:  76%|███████▋  | 6437/8416 [00:52<00:16, 123.31it/s]
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    Validation DataLoader 0:  76%|███████▋  | 6438/8416 [00:52<00:16, 123.31it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6439/8416 [00:52<00:16, 123.31it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6440/8416 [00:52<00:16, 123.31it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6441/8416 [00:52<00:16, 123.32it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6442/8416 [00:52<00:16, 123.32it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6443/8416 [00:52<00:15, 123.32it/s]
    Epoch 4:  94%|█████████▍| 31693/33666 [16:22<01:01, 32.25it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6444/8416 [00:52<00:15, 123.32it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6445/8416 [00:52<00:15, 123.32it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6446/8416 [00:52<00:15, 123.32it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6447/8416 [00:52<00:15, 123.32it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6448/8416 [00:52<00:15, 123.32it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6449/8416 [00:52<00:15, 123.32it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6450/8416 [00:52<00:15, 123.32it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6451/8416 [00:52<00:15, 123.32it/s]
    Epoch 4:  94%|█████████▍| 31701/33666 [16:22<01:00, 32.26it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6452/8416 [00:52<00:15, 123.32it/s]
    Epoch 4:  94%|█████████▍| 31702/33666 [16:22<01:00, 32.26it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6453/8416 [00:52<00:15, 123.32it/s]
    Epoch 4:  94%|█████████▍| 31703/33666 [16:22<01:00, 32.26it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6454/8416 [00:52<00:15, 123.32it/s]
    Epoch 4:  94%|█████████▍| 31704/33666 [16:22<01:00, 32.26it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6455/8416 [00:52<00:15, 123.32it/s]
    Epoch 4:  94%|█████████▍| 31705/33666 [16:22<01:00, 32.26it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6456/8416 [00:52<00:15, 123.32it/s]
    Epoch 4:  94%|█████████▍| 31706/33666 [16:22<01:00, 32.26it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6457/8416 [00:52<00:15, 123.33it/s]
    Epoch 4:  94%|█████████▍| 31707/33666 [16:22<01:00, 32.26it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6458/8416 [00:52<00:15, 123.33it/s]
    Epoch 4:  94%|█████████▍| 31708/33666 [16:22<01:00, 32.26it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6459/8416 [00:52<00:15, 123.33it/s]
    Epoch 4:  94%|█████████▍| 31709/33666 [16:22<01:00, 32.26it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6460/8416 [00:52<00:15, 123.33it/s]
    Epoch 4:  94%|█████████▍| 31710/33666 [16:22<01:00, 32.26it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6461/8416 [00:52<00:15, 123.33it/s]
    Epoch 4:  94%|█████████▍| 31711/33666 [16:22<01:00, 32.26it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6462/8416 [00:52<00:15, 123.33it/s]
    Epoch 4:  94%|█████████▍| 31712/33666 [16:22<01:00, 32.26it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6463/8416 [00:52<00:15, 123.33it/s]
    Epoch 4:  94%|█████████▍| 31713/33666 [16:22<01:00, 32.27it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6464/8416 [00:52<00:15, 123.33it/s]
    Epoch 4:  94%|█████████▍| 31714/33666 [16:22<01:00, 32.27it/s, loss=3.08, v_num=0]

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    Validation DataLoader 0:  77%|███████▋  | 6471/8416 [00:52<00:15, 123.33it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6472/8416 [00:52<00:15, 123.33it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6473/8416 [00:52<00:15, 123.33it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6474/8416 [00:52<00:15, 123.34it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6479/8416 [00:52<00:15, 123.34it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6482/8416 [00:52<00:15, 123.34it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6483/8416 [00:52<00:15, 123.34it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6484/8416 [00:52<00:15, 123.34it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6485/8416 [00:52<00:15, 123.33it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6486/8416 [00:52<00:15, 123.33it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6487/8416 [00:52<00:15, 123.33it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6488/8416 [00:52<00:15, 123.33it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6489/8416 [00:52<00:15, 123.33it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6490/8416 [00:52<00:15, 123.33it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6491/8416 [00:52<00:15, 123.34it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6492/8416 [00:52<00:15, 123.34it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6493/8416 [00:52<00:15, 123.34it/s]
    Epoch 4:  94%|█████████▍| 31743/33666 [16:23<00:59, 32.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6494/8416 [00:52<00:15, 123.34it/s]
    Epoch 4:  94%|█████████▍| 31744/33666 [16:23<00:59, 32.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6495/8416 [00:52<00:15, 123.34it/s]
    Epoch 4:  94%|█████████▍| 31745/33666 [16:23<00:59, 32.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6496/8416 [00:52<00:15, 123.34it/s]
    Epoch 4:  94%|█████████▍| 31746/33666 [16:23<00:59, 32.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6497/8416 [00:52<00:15, 123.34it/s]
    Epoch 4:  94%|█████████▍| 31747/33666 [16:23<00:59, 32.29it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6498/8416 [00:52<00:15, 123.34it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6499/8416 [00:52<00:15, 123.34it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6500/8416 [00:52<00:15, 123.34it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6501/8416 [00:52<00:15, 123.34it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6502/8416 [00:52<00:15, 123.34it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6503/8416 [00:52<00:15, 123.34it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6504/8416 [00:52<00:15, 123.34it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6505/8416 [00:52<00:15, 123.34it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6506/8416 [00:52<00:15, 123.34it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6507/8416 [00:52<00:15, 123.35it/s]
    Epoch 4:  94%|█████████▍| 31757/33666 [16:23<00:59, 32.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6508/8416 [00:52<00:15, 123.35it/s]
    Epoch 4:  94%|█████████▍| 31758/33666 [16:23<00:59, 32.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6509/8416 [00:52<00:15, 123.35it/s]
    Epoch 4:  94%|█████████▍| 31759/33666 [16:23<00:59, 32.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6510/8416 [00:52<00:15, 123.34it/s]
    Epoch 4:  94%|█████████▍| 31760/33666 [16:23<00:59, 32.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6511/8416 [00:52<00:15, 123.33it/s]
    Epoch 4:  94%|█████████▍| 31761/33666 [16:23<00:58, 32.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6512/8416 [00:52<00:15, 123.33it/s]
    Epoch 4:  94%|█████████▍| 31762/33666 [16:23<00:58, 32.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6513/8416 [00:52<00:15, 123.33it/s]
    Epoch 4:  94%|█████████▍| 31763/33666 [16:23<00:58, 32.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6514/8416 [00:52<00:15, 123.33it/s]
    Epoch 4:  94%|█████████▍| 31764/33666 [16:23<00:58, 32.30it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6515/8416 [00:52<00:15, 123.33it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6516/8416 [00:52<00:15, 123.33it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6517/8416 [00:52<00:15, 123.33it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6518/8416 [00:52<00:15, 123.33it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6519/8416 [00:52<00:15, 123.33it/s]
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    Validation DataLoader 0:  77%|███████▋  | 6520/8416 [00:52<00:15, 123.33it/s]
    Epoch 4:  94%|█████████▍| 31770/33666 [16:23<00:58, 32.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6521/8416 [00:52<00:15, 123.33it/s]
    Epoch 4:  94%|█████████▍| 31771/33666 [16:23<00:58, 32.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  77%|███████▋  | 6522/8416 [00:52<00:15, 123.33it/s]
    Epoch 4:  94%|█████████▍| 31772/33666 [16:23<00:58, 32.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6523/8416 [00:52<00:15, 123.33it/s]
    Epoch 4:  94%|█████████▍| 31773/33666 [16:23<00:58, 32.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6524/8416 [00:52<00:15, 123.33it/s]
    Epoch 4:  94%|█████████▍| 31774/33666 [16:23<00:58, 32.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6525/8416 [00:52<00:15, 123.33it/s]
    Epoch 4:  94%|█████████▍| 31775/33666 [16:23<00:58, 32.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6526/8416 [00:52<00:15, 123.32it/s]
    Epoch 4:  94%|█████████▍| 31776/33666 [16:23<00:58, 32.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6527/8416 [00:52<00:15, 123.32it/s]
    Epoch 4:  94%|█████████▍| 31777/33666 [16:23<00:58, 32.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6528/8416 [00:52<00:15, 123.32it/s]
    Epoch 4:  94%|█████████▍| 31778/33666 [16:23<00:58, 32.31it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6529/8416 [00:52<00:15, 123.32it/s]
    Epoch 4:  94%|█████████▍| 31779/33666 [16:23<00:58, 32.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6530/8416 [00:52<00:15, 123.32it/s]
    Epoch 4:  94%|█████████▍| 31780/33666 [16:23<00:58, 32.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6531/8416 [00:52<00:15, 123.32it/s]
    Epoch 4:  94%|█████████▍| 31781/33666 [16:23<00:58, 32.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6532/8416 [00:52<00:15, 123.32it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6533/8416 [00:52<00:15, 123.32it/s]
    Epoch 4:  94%|█████████▍| 31783/33666 [16:23<00:58, 32.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6534/8416 [00:52<00:15, 123.32it/s]
    Epoch 4:  94%|█████████▍| 31784/33666 [16:23<00:58, 32.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6535/8416 [00:52<00:15, 123.32it/s]
    Epoch 4:  94%|█████████▍| 31785/33666 [16:23<00:58, 32.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6536/8416 [00:53<00:15, 123.32it/s]
    Epoch 4:  94%|█████████▍| 31786/33666 [16:23<00:58, 32.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6537/8416 [00:53<00:15, 123.31it/s]
    Epoch 4:  94%|█████████▍| 31787/33666 [16:23<00:58, 32.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6538/8416 [00:53<00:15, 123.31it/s]
    Epoch 4:  94%|█████████▍| 31788/33666 [16:23<00:58, 32.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6539/8416 [00:53<00:15, 123.31it/s]
    Epoch 4:  94%|█████████▍| 31789/33666 [16:23<00:58, 32.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6540/8416 [00:53<00:15, 123.31it/s]
    Epoch 4:  94%|█████████▍| 31790/33666 [16:23<00:58, 32.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6541/8416 [00:53<00:15, 123.31it/s]
    Epoch 4:  94%|█████████▍| 31791/33666 [16:23<00:58, 32.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6542/8416 [00:53<00:15, 123.31it/s]
    Epoch 4:  94%|█████████▍| 31792/33666 [16:23<00:57, 32.32it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6543/8416 [00:53<00:15, 123.31it/s]
    Epoch 4:  94%|█████████▍| 31793/33666 [16:23<00:57, 32.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6544/8416 [00:53<00:15, 123.31it/s]
    Epoch 4:  94%|█████████▍| 31794/33666 [16:23<00:57, 32.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6545/8416 [00:53<00:15, 123.31it/s]
    Epoch 4:  94%|█████████▍| 31795/33666 [16:23<00:57, 32.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6546/8416 [00:53<00:15, 123.31it/s]
    Epoch 4:  94%|█████████▍| 31796/33666 [16:23<00:57, 32.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6547/8416 [00:53<00:15, 123.31it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6548/8416 [00:53<00:15, 123.31it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6549/8416 [00:53<00:15, 123.30it/s]
    Epoch 4:  94%|█████████▍| 31799/33666 [16:23<00:57, 32.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6550/8416 [00:53<00:15, 123.30it/s]
    Epoch 4:  94%|█████████▍| 31800/33666 [16:23<00:57, 32.33it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6551/8416 [00:53<00:15, 123.30it/s]
    Epoch 4:  94%|█████████▍| 31801/33666 [16:23<00:57, 32.33it/s, loss=3.08, v_num=0]

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    Epoch 4:  94%|█████████▍| 31802/33666 [16:23<00:57, 32.33it/s, loss=3.08, v_num=0]

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    Validation DataLoader 0:  78%|███████▊  | 6555/8416 [00:53<00:15, 123.31it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6556/8416 [00:53<00:15, 123.31it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6557/8416 [00:53<00:15, 123.30it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6558/8416 [00:53<00:15, 123.30it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6559/8416 [00:53<00:15, 123.30it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6560/8416 [00:53<00:15, 123.30it/s]
    Epoch 4:  94%|█████████▍| 31810/33666 [16:23<00:57, 32.34it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6561/8416 [00:53<00:15, 123.30it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6562/8416 [00:53<00:15, 123.31it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6563/8416 [00:53<00:15, 123.31it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6569/8416 [00:53<00:14, 123.31it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6570/8416 [00:53<00:14, 123.31it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6571/8416 [00:53<00:14, 123.31it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6572/8416 [00:53<00:14, 123.31it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6573/8416 [00:53<00:14, 123.31it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6574/8416 [00:53<00:14, 123.31it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6575/8416 [00:53<00:14, 123.31it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6576/8416 [00:53<00:14, 123.31it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6577/8416 [00:53<00:14, 123.31it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6578/8416 [00:53<00:14, 123.31it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6579/8416 [00:53<00:14, 123.31it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6580/8416 [00:53<00:14, 123.29it/s]
    Epoch 4:  95%|█████████▍| 31830/33666 [16:23<00:56, 32.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6581/8416 [00:53<00:14, 123.29it/s]
    Epoch 4:  95%|█████████▍| 31831/33666 [16:23<00:56, 32.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6582/8416 [00:53<00:14, 123.29it/s]
    Epoch 4:  95%|█████████▍| 31832/33666 [16:23<00:56, 32.35it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6583/8416 [00:53<00:14, 123.29it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6584/8416 [00:53<00:14, 123.29it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6585/8416 [00:53<00:14, 123.29it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6586/8416 [00:53<00:14, 123.29it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6587/8416 [00:53<00:14, 123.30it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6588/8416 [00:53<00:14, 123.30it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6589/8416 [00:53<00:14, 123.30it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6590/8416 [00:53<00:14, 123.29it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6591/8416 [00:53<00:14, 123.29it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6592/8416 [00:53<00:14, 123.29it/s]
    Epoch 4:  95%|█████████▍| 31842/33666 [16:23<00:56, 32.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6593/8416 [00:53<00:14, 123.30it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6594/8416 [00:53<00:14, 123.30it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6595/8416 [00:53<00:14, 123.30it/s]
    Epoch 4:  95%|█████████▍| 31845/33666 [16:23<00:56, 32.36it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6596/8416 [00:53<00:14, 123.30it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6597/8416 [00:53<00:14, 123.30it/s]
    Epoch 4:  95%|█████████▍| 31847/33666 [16:23<00:56, 32.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6598/8416 [00:53<00:14, 123.30it/s]
    Epoch 4:  95%|█████████▍| 31848/33666 [16:23<00:56, 32.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6599/8416 [00:53<00:14, 123.30it/s]
    Epoch 4:  95%|█████████▍| 31849/33666 [16:23<00:56, 32.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6600/8416 [00:53<00:14, 123.30it/s]
    Epoch 4:  95%|█████████▍| 31850/33666 [16:23<00:56, 32.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6601/8416 [00:53<00:14, 123.30it/s]
    Epoch 4:  95%|█████████▍| 31851/33666 [16:24<00:56, 32.37it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  78%|███████▊  | 6602/8416 [00:53<00:14, 123.30it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6603/8416 [00:53<00:14, 123.30it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6604/8416 [00:53<00:14, 123.30it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6605/8416 [00:53<00:14, 123.30it/s]
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    Validation DataLoader 0:  78%|███████▊  | 6606/8416 [00:53<00:14, 123.30it/s]
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    Validation DataLoader 0:  79%|███████▊  | 6607/8416 [00:53<00:14, 123.30it/s]
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    Validation DataLoader 0:  79%|███████▊  | 6608/8416 [00:53<00:14, 123.30it/s]
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    Validation DataLoader 0:  79%|███████▊  | 6609/8416 [00:53<00:14, 123.31it/s]
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    Validation DataLoader 0:  79%|███████▊  | 6610/8416 [00:53<00:14, 123.31it/s]
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    Validation DataLoader 0:  79%|███████▊  | 6611/8416 [00:53<00:14, 123.31it/s]
    Epoch 4:  95%|█████████▍| 31861/33666 [16:24<00:55, 32.38it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  79%|███████▊  | 6612/8416 [00:53<00:14, 123.31it/s]
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    Validation DataLoader 0:  79%|███████▊  | 6613/8416 [00:53<00:14, 123.31it/s]
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    Validation DataLoader 0:  79%|███████▊  | 6614/8416 [00:53<00:14, 123.31it/s]
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    Validation DataLoader 0:  79%|███████▊  | 6615/8416 [00:53<00:14, 123.31it/s]
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    Validation DataLoader 0:  79%|███████▊  | 6616/8416 [00:53<00:14, 123.31it/s]
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    Validation DataLoader 0:  79%|███████▊  | 6617/8416 [00:53<00:14, 123.31it/s]
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    Validation DataLoader 0:  79%|███████▊  | 6619/8416 [00:53<00:14, 123.31it/s]
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    Validation DataLoader 0:  79%|███████▊  | 6620/8416 [00:53<00:14, 123.31it/s]
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    Validation DataLoader 0:  79%|███████▊  | 6621/8416 [00:53<00:14, 123.31it/s]
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    Validation DataLoader 0:  79%|███████▊  | 6624/8416 [00:53<00:14, 123.31it/s]
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    Validation DataLoader 0:  79%|███████▊  | 6626/8416 [00:53<00:14, 123.32it/s]
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    Validation DataLoader 0:  79%|███████▊  | 6627/8416 [00:53<00:14, 123.32it/s]
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    Validation DataLoader 0:  79%|███████▉  | 6628/8416 [00:53<00:14, 123.32it/s]
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    Validation DataLoader 0:  79%|███████▉  | 6629/8416 [00:53<00:14, 123.32it/s]
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    Validation DataLoader 0:  79%|███████▉  | 6630/8416 [00:53<00:14, 123.32it/s]
    Epoch 4:  95%|█████████▍| 31880/33666 [16:24<00:55, 32.39it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  79%|███████▉  | 6631/8416 [00:53<00:14, 123.32it/s]
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    Validation DataLoader 0:  79%|███████▉  | 6632/8416 [00:53<00:14, 123.32it/s]
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    Validation DataLoader 0:  79%|███████▉  | 6633/8416 [00:53<00:14, 123.32it/s]
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    Validation DataLoader 0:  79%|███████▉  | 6634/8416 [00:53<00:14, 123.32it/s]
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    Validation DataLoader 0:  79%|███████▉  | 6635/8416 [00:53<00:14, 123.32it/s]
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    Validation DataLoader 0:  79%|███████▉  | 6636/8416 [00:53<00:14, 123.32it/s]
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    Validation DataLoader 0:  79%|███████▉  | 6637/8416 [00:53<00:14, 123.32it/s]
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    Validation DataLoader 0:  79%|███████▉  | 6638/8416 [00:53<00:14, 123.32it/s]
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    Epoch 4:  96%|█████████▌| 32154/33666 [16:26<00:46, 32.60it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6905/8416 [00:56<00:12, 123.29it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6906/8416 [00:56<00:12, 123.29it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6907/8416 [00:56<00:12, 123.29it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6908/8416 [00:56<00:12, 123.29it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6909/8416 [00:56<00:12, 123.28it/s]
    Epoch 4:  96%|█████████▌| 32159/33666 [16:26<00:46, 32.60it/s, loss=3.08, v_num=0]

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    Validation DataLoader 0:  82%|████████▏ | 6917/8416 [00:56<00:12, 123.28it/s]
    Epoch 4:  96%|█████████▌| 32167/33666 [16:26<00:45, 32.60it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6918/8416 [00:56<00:12, 123.27it/s]
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    Epoch 4:  96%|█████████▌| 32170/33666 [16:26<00:45, 32.61it/s, loss=3.08, v_num=0]

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    Epoch 4:  96%|█████████▌| 32171/33666 [16:26<00:45, 32.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6922/8416 [00:56<00:12, 123.28it/s]
    Epoch 4:  96%|█████████▌| 32172/33666 [16:26<00:45, 32.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6923/8416 [00:56<00:12, 123.28it/s]
    Epoch 4:  96%|█████████▌| 32173/33666 [16:26<00:45, 32.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6924/8416 [00:56<00:12, 123.28it/s]
    Epoch 4:  96%|█████████▌| 32174/33666 [16:26<00:45, 32.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6925/8416 [00:56<00:12, 123.27it/s]
    Epoch 4:  96%|█████████▌| 32175/33666 [16:26<00:45, 32.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6926/8416 [00:56<00:12, 123.27it/s]
    Epoch 4:  96%|█████████▌| 32176/33666 [16:26<00:45, 32.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6927/8416 [00:56<00:12, 123.27it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6928/8416 [00:56<00:12, 123.27it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6929/8416 [00:56<00:12, 123.27it/s]
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    Validation DataLoader 0:  82%|████████▏ | 6930/8416 [00:56<00:12, 123.27it/s]
    Epoch 4:  96%|█████████▌| 32180/33666 [16:26<00:45, 32.61it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6931/8416 [00:56<00:12, 123.27it/s]
    Epoch 4:  96%|█████████▌| 32181/33666 [16:26<00:45, 32.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6932/8416 [00:56<00:12, 123.27it/s]
    Epoch 4:  96%|█████████▌| 32182/33666 [16:26<00:45, 32.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6933/8416 [00:56<00:12, 123.27it/s]
    Epoch 4:  96%|█████████▌| 32183/33666 [16:26<00:45, 32.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6934/8416 [00:56<00:12, 123.27it/s]
    Epoch 4:  96%|█████████▌| 32184/33666 [16:26<00:45, 32.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6935/8416 [00:56<00:12, 123.27it/s]
    Epoch 4:  96%|█████████▌| 32185/33666 [16:26<00:45, 32.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6936/8416 [00:56<00:12, 123.27it/s]
    Epoch 4:  96%|█████████▌| 32186/33666 [16:26<00:45, 32.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6937/8416 [00:56<00:11, 123.27it/s]
    Epoch 4:  96%|█████████▌| 32187/33666 [16:26<00:45, 32.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6938/8416 [00:56<00:11, 123.27it/s]
    Epoch 4:  96%|█████████▌| 32188/33666 [16:26<00:45, 32.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6939/8416 [00:56<00:11, 123.27it/s]
    Epoch 4:  96%|█████████▌| 32189/33666 [16:26<00:45, 32.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6940/8416 [00:56<00:11, 123.27it/s]
    Epoch 4:  96%|█████████▌| 32190/33666 [16:26<00:45, 32.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6941/8416 [00:56<00:11, 123.27it/s]
    Epoch 4:  96%|█████████▌| 32191/33666 [16:26<00:45, 32.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6942/8416 [00:56<00:11, 123.27it/s]
    Epoch 4:  96%|█████████▌| 32192/33666 [16:26<00:45, 32.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  82%|████████▏ | 6943/8416 [00:56<00:11, 123.27it/s]
    Epoch 4:  96%|█████████▌| 32193/33666 [16:26<00:45, 32.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6944/8416 [00:56<00:11, 123.27it/s]
    Epoch 4:  96%|█████████▌| 32194/33666 [16:26<00:45, 32.62it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6945/8416 [00:56<00:11, 123.27it/s]
    Epoch 4:  96%|█████████▌| 32195/33666 [16:26<00:45, 32.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6946/8416 [00:56<00:11, 123.27it/s]
    Epoch 4:  96%|█████████▌| 32196/33666 [16:26<00:45, 32.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6947/8416 [00:56<00:11, 123.27it/s]
    Epoch 4:  96%|█████████▌| 32197/33666 [16:26<00:45, 32.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6948/8416 [00:56<00:11, 123.27it/s]
    Epoch 4:  96%|█████████▌| 32198/33666 [16:26<00:44, 32.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6949/8416 [00:56<00:11, 123.27it/s]
    Epoch 4:  96%|█████████▌| 32199/33666 [16:26<00:44, 32.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6950/8416 [00:56<00:11, 123.27it/s]
    Epoch 4:  96%|█████████▌| 32200/33666 [16:26<00:44, 32.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6951/8416 [00:56<00:11, 123.27it/s]
    Epoch 4:  96%|█████████▌| 32201/33666 [16:26<00:44, 32.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6952/8416 [00:56<00:11, 123.27it/s]
    Epoch 4:  96%|█████████▌| 32202/33666 [16:26<00:44, 32.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6953/8416 [00:56<00:11, 123.27it/s]
    Epoch 4:  96%|█████████▌| 32203/33666 [16:26<00:44, 32.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6954/8416 [00:56<00:11, 123.27it/s]
    Epoch 4:  96%|█████████▌| 32204/33666 [16:26<00:44, 32.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6955/8416 [00:56<00:11, 123.27it/s]
    Epoch 4:  96%|█████████▌| 32205/33666 [16:26<00:44, 32.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6956/8416 [00:56<00:11, 123.27it/s]
    Epoch 4:  96%|█████████▌| 32206/33666 [16:26<00:44, 32.63it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6957/8416 [00:56<00:11, 123.27it/s]
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    Validation DataLoader 0:  83%|████████▎ | 6958/8416 [00:56<00:11, 123.27it/s]
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    Validation DataLoader 0:  83%|████████▎ | 6959/8416 [00:56<00:11, 123.27it/s]
    Epoch 4:  96%|█████████▌| 32209/33666 [16:26<00:44, 32.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6960/8416 [00:56<00:11, 123.26it/s]
    Epoch 4:  96%|█████████▌| 32210/33666 [16:26<00:44, 32.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6961/8416 [00:56<00:11, 123.26it/s]
    Epoch 4:  96%|█████████▌| 32211/33666 [16:26<00:44, 32.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6962/8416 [00:56<00:11, 123.26it/s]
    Epoch 4:  96%|█████████▌| 32212/33666 [16:26<00:44, 32.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6963/8416 [00:56<00:11, 123.26it/s]
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    Validation DataLoader 0:  83%|████████▎ | 6964/8416 [00:56<00:11, 123.26it/s]
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    Validation DataLoader 0:  83%|████████▎ | 6966/8416 [00:56<00:11, 123.26it/s]
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    Validation DataLoader 0:  83%|████████▎ | 6967/8416 [00:56<00:11, 123.26it/s]
    Epoch 4:  96%|█████████▌| 32217/33666 [16:26<00:44, 32.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6968/8416 [00:56<00:11, 123.26it/s]
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    Validation DataLoader 0:  83%|████████▎ | 6969/8416 [00:56<00:11, 123.26it/s]
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    Validation DataLoader 0:  83%|████████▎ | 6970/8416 [00:56<00:11, 123.26it/s]
    Epoch 4:  96%|█████████▌| 32220/33666 [16:27<00:44, 32.64it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6971/8416 [00:56<00:11, 123.26it/s]
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    Validation DataLoader 0:  83%|████████▎ | 6972/8416 [00:56<00:11, 123.26it/s]
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    Validation DataLoader 0:  83%|████████▎ | 6974/8416 [00:56<00:11, 123.25it/s]
    Epoch 4:  96%|█████████▌| 32224/33666 [16:27<00:44, 32.65it/s, loss=3.08, v_num=0]

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    Epoch 4:  96%|█████████▌| 32231/33666 [16:27<00:43, 32.65it/s, loss=3.08, v_num=0]

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    Epoch 4:  96%|█████████▌| 32240/33666 [16:27<00:43, 32.66it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6991/8416 [00:56<00:11, 123.25it/s]
    Epoch 4:  96%|█████████▌| 32241/33666 [16:27<00:43, 32.66it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6992/8416 [00:56<00:11, 123.25it/s]
    Epoch 4:  96%|█████████▌| 32242/33666 [16:27<00:43, 32.66it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6993/8416 [00:56<00:11, 123.24it/s]
    Epoch 4:  96%|█████████▌| 32243/33666 [16:27<00:43, 32.66it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6994/8416 [00:56<00:11, 123.24it/s]
    Epoch 4:  96%|█████████▌| 32244/33666 [16:27<00:43, 32.66it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6995/8416 [00:56<00:11, 123.24it/s]
    Epoch 4:  96%|█████████▌| 32245/33666 [16:27<00:43, 32.66it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6996/8416 [00:56<00:11, 123.23it/s]
    Epoch 4:  96%|█████████▌| 32246/33666 [16:27<00:43, 32.66it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6997/8416 [00:56<00:11, 123.23it/s]
    Epoch 4:  96%|█████████▌| 32247/33666 [16:27<00:43, 32.66it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6998/8416 [00:56<00:11, 123.23it/s]
    Epoch 4:  96%|█████████▌| 32248/33666 [16:27<00:43, 32.66it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 6999/8416 [00:56<00:11, 123.23it/s]
    Epoch 4:  96%|█████████▌| 32249/33666 [16:27<00:43, 32.67it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7000/8416 [00:56<00:11, 123.23it/s]
    Epoch 4:  96%|█████████▌| 32250/33666 [16:27<00:43, 32.67it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7001/8416 [00:56<00:11, 123.23it/s]
    Epoch 4:  96%|█████████▌| 32251/33666 [16:27<00:43, 32.67it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7002/8416 [00:56<00:11, 123.23it/s]
    Epoch 4:  96%|█████████▌| 32252/33666 [16:27<00:43, 32.67it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7003/8416 [00:56<00:11, 123.23it/s]
    Epoch 4:  96%|█████████▌| 32253/33666 [16:27<00:43, 32.67it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7004/8416 [00:56<00:11, 123.23it/s]
    Epoch 4:  96%|█████████▌| 32254/33666 [16:27<00:43, 32.67it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7005/8416 [00:56<00:11, 123.23it/s]
    Epoch 4:  96%|█████████▌| 32255/33666 [16:27<00:43, 32.67it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7006/8416 [00:56<00:11, 123.23it/s]
    Epoch 4:  96%|█████████▌| 32256/33666 [16:27<00:43, 32.67it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7007/8416 [00:56<00:11, 123.23it/s]
    Epoch 4:  96%|█████████▌| 32257/33666 [16:27<00:43, 32.67it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7008/8416 [00:56<00:11, 123.23it/s]
    Epoch 4:  96%|█████████▌| 32258/33666 [16:27<00:43, 32.67it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7009/8416 [00:56<00:11, 123.23it/s]
    Epoch 4:  96%|█████████▌| 32259/33666 [16:27<00:43, 32.67it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7010/8416 [00:56<00:11, 123.23it/s]
    Epoch 4:  96%|█████████▌| 32260/33666 [16:27<00:43, 32.67it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7011/8416 [00:56<00:11, 123.23it/s]
    Epoch 4:  96%|█████████▌| 32261/33666 [16:27<00:43, 32.67it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7012/8416 [00:56<00:11, 123.23it/s]
    Epoch 4:  96%|█████████▌| 32262/33666 [16:27<00:42, 32.67it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7013/8416 [00:56<00:11, 123.22it/s]
    Epoch 4:  96%|█████████▌| 32263/33666 [16:27<00:42, 32.68it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7014/8416 [00:56<00:11, 123.22it/s]
    Epoch 4:  96%|█████████▌| 32264/33666 [16:27<00:42, 32.68it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7015/8416 [00:56<00:11, 123.22it/s]
    Epoch 4:  96%|█████████▌| 32265/33666 [16:27<00:42, 32.68it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7016/8416 [00:56<00:11, 123.22it/s]
    Epoch 4:  96%|█████████▌| 32266/33666 [16:27<00:42, 32.68it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7017/8416 [00:56<00:11, 123.22it/s]
    Epoch 4:  96%|█████████▌| 32267/33666 [16:27<00:42, 32.68it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7018/8416 [00:56<00:11, 123.22it/s]
    Epoch 4:  96%|█████████▌| 32268/33666 [16:27<00:42, 32.68it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7019/8416 [00:56<00:11, 123.22it/s]
    Epoch 4:  96%|█████████▌| 32269/33666 [16:27<00:42, 32.68it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7020/8416 [00:56<00:11, 123.22it/s]
    Epoch 4:  96%|█████████▌| 32270/33666 [16:27<00:42, 32.68it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7021/8416 [00:56<00:11, 123.22it/s]
    Epoch 4:  96%|█████████▌| 32271/33666 [16:27<00:42, 32.68it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7022/8416 [00:56<00:11, 123.22it/s]
    Epoch 4:  96%|█████████▌| 32272/33666 [16:27<00:42, 32.68it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7023/8416 [00:56<00:11, 123.22it/s]
    Epoch 4:  96%|█████████▌| 32273/33666 [16:27<00:42, 32.68it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7024/8416 [00:57<00:11, 123.21it/s]
    Epoch 4:  96%|█████████▌| 32274/33666 [16:27<00:42, 32.68it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7025/8416 [00:57<00:11, 123.21it/s]
    Epoch 4:  96%|█████████▌| 32275/33666 [16:27<00:42, 32.68it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7026/8416 [00:57<00:11, 123.21it/s]
    Epoch 4:  96%|█████████▌| 32276/33666 [16:27<00:42, 32.68it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  83%|████████▎ | 7027/8416 [00:57<00:11, 123.21it/s]
    Epoch 4:  96%|█████████▌| 32277/33666 [16:27<00:42, 32.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7028/8416 [00:57<00:11, 123.21it/s]
    Epoch 4:  96%|█████████▌| 32278/33666 [16:27<00:42, 32.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7029/8416 [00:57<00:11, 123.21it/s]
    Epoch 4:  96%|█████████▌| 32279/33666 [16:27<00:42, 32.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7030/8416 [00:57<00:11, 123.21it/s]
    Epoch 4:  96%|█████████▌| 32280/33666 [16:27<00:42, 32.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7031/8416 [00:57<00:11, 123.21it/s]
    Epoch 4:  96%|█████████▌| 32281/33666 [16:27<00:42, 32.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7032/8416 [00:57<00:11, 123.21it/s]
    Epoch 4:  96%|█████████▌| 32282/33666 [16:27<00:42, 32.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7033/8416 [00:57<00:11, 123.21it/s]
    Epoch 4:  96%|█████████▌| 32283/33666 [16:27<00:42, 32.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7034/8416 [00:57<00:11, 123.21it/s]
    Epoch 4:  96%|█████████▌| 32284/33666 [16:27<00:42, 32.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7035/8416 [00:57<00:11, 123.21it/s]
    Epoch 4:  96%|█████████▌| 32285/33666 [16:27<00:42, 32.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7036/8416 [00:57<00:11, 123.21it/s]
    Epoch 4:  96%|█████████▌| 32286/33666 [16:27<00:42, 32.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7037/8416 [00:57<00:11, 123.21it/s]
    Epoch 4:  96%|█████████▌| 32287/33666 [16:27<00:42, 32.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7038/8416 [00:57<00:11, 123.21it/s]
    Epoch 4:  96%|█████████▌| 32288/33666 [16:27<00:42, 32.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7039/8416 [00:57<00:11, 123.21it/s]
    Epoch 4:  96%|█████████▌| 32289/33666 [16:27<00:42, 32.69it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7040/8416 [00:57<00:11, 123.21it/s]
    Epoch 4:  96%|█████████▌| 32290/33666 [16:27<00:42, 32.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7041/8416 [00:57<00:11, 123.21it/s]
    Epoch 4:  96%|█████████▌| 32291/33666 [16:27<00:42, 32.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7042/8416 [00:57<00:11, 123.21it/s]
    Epoch 4:  96%|█████████▌| 32292/33666 [16:27<00:42, 32.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7043/8416 [00:57<00:11, 123.21it/s]
    Epoch 4:  96%|█████████▌| 32293/33666 [16:27<00:41, 32.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7044/8416 [00:57<00:11, 123.21it/s]
    Epoch 4:  96%|█████████▌| 32294/33666 [16:27<00:41, 32.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7045/8416 [00:57<00:11, 123.21it/s]
    Epoch 4:  96%|█████████▌| 32295/33666 [16:27<00:41, 32.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7046/8416 [00:57<00:11, 123.21it/s]
    Epoch 4:  96%|█████████▌| 32296/33666 [16:27<00:41, 32.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7047/8416 [00:57<00:11, 123.21it/s]
    Epoch 4:  96%|█████████▌| 32297/33666 [16:27<00:41, 32.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▎ | 7048/8416 [00:57<00:11, 123.21it/s]
    Epoch 4:  96%|█████████▌| 32298/33666 [16:27<00:41, 32.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7049/8416 [00:57<00:11, 123.21it/s]
    Epoch 4:  96%|█████████▌| 32299/33666 [16:27<00:41, 32.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7050/8416 [00:57<00:11, 123.21it/s]
    Epoch 4:  96%|█████████▌| 32300/33666 [16:27<00:41, 32.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7051/8416 [00:57<00:11, 123.21it/s]
    Epoch 4:  96%|█████████▌| 32301/33666 [16:27<00:41, 32.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7052/8416 [00:57<00:11, 123.21it/s]
    Epoch 4:  96%|█████████▌| 32302/33666 [16:27<00:41, 32.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7053/8416 [00:57<00:11, 123.21it/s]
    Epoch 4:  96%|█████████▌| 32303/33666 [16:27<00:41, 32.70it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7054/8416 [00:57<00:11, 123.21it/s]
    Epoch 4:  96%|█████████▌| 32304/33666 [16:27<00:41, 32.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7055/8416 [00:57<00:11, 123.21it/s]
    Epoch 4:  96%|█████████▌| 32305/33666 [16:27<00:41, 32.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7056/8416 [00:57<00:11, 123.21it/s]
    Epoch 4:  96%|█████████▌| 32306/33666 [16:27<00:41, 32.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7057/8416 [00:57<00:11, 123.20it/s]
    Epoch 4:  96%|█████████▌| 32307/33666 [16:27<00:41, 32.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7058/8416 [00:57<00:11, 123.19it/s]
    Epoch 4:  96%|█████████▌| 32308/33666 [16:27<00:41, 32.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7059/8416 [00:57<00:11, 123.19it/s]
    Epoch 4:  96%|█████████▌| 32309/33666 [16:27<00:41, 32.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7060/8416 [00:57<00:11, 123.19it/s]
    Epoch 4:  96%|█████████▌| 32310/33666 [16:27<00:41, 32.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7061/8416 [00:57<00:10, 123.19it/s]
    Epoch 4:  96%|█████████▌| 32311/33666 [16:27<00:41, 32.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7062/8416 [00:57<00:10, 123.19it/s]
    Epoch 4:  96%|█████████▌| 32312/33666 [16:27<00:41, 32.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7063/8416 [00:57<00:10, 123.19it/s]
    Epoch 4:  96%|█████████▌| 32313/33666 [16:27<00:41, 32.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7064/8416 [00:57<00:10, 123.19it/s]
    Epoch 4:  96%|█████████▌| 32314/33666 [16:27<00:41, 32.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7065/8416 [00:57<00:10, 123.19it/s]
    Epoch 4:  96%|█████████▌| 32315/33666 [16:27<00:41, 32.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7066/8416 [00:57<00:10, 123.19it/s]
    Epoch 4:  96%|█████████▌| 32316/33666 [16:27<00:41, 32.71it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7067/8416 [00:57<00:10, 123.19it/s]
    Epoch 4:  96%|█████████▌| 32317/33666 [16:27<00:41, 32.72it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7068/8416 [00:57<00:10, 123.19it/s]
    Epoch 4:  96%|█████████▌| 32318/33666 [16:27<00:41, 32.72it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7069/8416 [00:57<00:10, 123.19it/s]
    Epoch 4:  96%|█████████▌| 32319/33666 [16:27<00:41, 32.72it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7070/8416 [00:57<00:10, 123.19it/s]
    Epoch 4:  96%|█████████▌| 32320/33666 [16:27<00:41, 32.72it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7071/8416 [00:57<00:10, 123.19it/s]
    Epoch 4:  96%|█████████▌| 32321/33666 [16:27<00:41, 32.72it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7072/8416 [00:57<00:10, 123.19it/s]
    Epoch 4:  96%|█████████▌| 32322/33666 [16:27<00:41, 32.72it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7073/8416 [00:57<00:10, 123.19it/s]
    Epoch 4:  96%|█████████▌| 32323/33666 [16:27<00:41, 32.72it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7074/8416 [00:57<00:10, 123.19it/s]
    Epoch 4:  96%|█████████▌| 32324/33666 [16:27<00:41, 32.72it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7075/8416 [00:57<00:10, 123.19it/s]
    Epoch 4:  96%|█████████▌| 32325/33666 [16:27<00:40, 32.72it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7076/8416 [00:57<00:10, 123.18it/s]
    Epoch 4:  96%|█████████▌| 32326/33666 [16:27<00:40, 32.72it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7077/8416 [00:57<00:10, 123.18it/s]
    Epoch 4:  96%|█████████▌| 32327/33666 [16:27<00:40, 32.72it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7078/8416 [00:57<00:10, 123.18it/s]
    Epoch 4:  96%|█████████▌| 32328/33666 [16:27<00:40, 32.72it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7079/8416 [00:57<00:10, 123.18it/s]
    Epoch 4:  96%|█████████▌| 32329/33666 [16:27<00:40, 32.72it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7080/8416 [00:57<00:10, 123.19it/s]
    Epoch 4:  96%|█████████▌| 32330/33666 [16:27<00:40, 32.72it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7081/8416 [00:57<00:10, 123.19it/s]
    Epoch 4:  96%|█████████▌| 32331/33666 [16:27<00:40, 32.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7082/8416 [00:57<00:10, 123.19it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7083/8416 [00:57<00:10, 123.19it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7084/8416 [00:57<00:10, 123.19it/s]
    Epoch 4:  96%|█████████▌| 32334/33666 [16:27<00:40, 32.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7085/8416 [00:57<00:10, 123.19it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7086/8416 [00:57<00:10, 123.19it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7087/8416 [00:57<00:10, 123.19it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7088/8416 [00:57<00:10, 123.19it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7089/8416 [00:57<00:10, 123.19it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7090/8416 [00:57<00:10, 123.19it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7091/8416 [00:57<00:10, 123.19it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7092/8416 [00:57<00:10, 123.19it/s]
    Epoch 4:  96%|█████████▌| 32342/33666 [16:28<00:40, 32.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7093/8416 [00:57<00:10, 123.19it/s]
    Epoch 4:  96%|█████████▌| 32343/33666 [16:28<00:40, 32.73it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7094/8416 [00:57<00:10, 123.19it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7095/8416 [00:57<00:10, 123.18it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7096/8416 [00:57<00:10, 123.18it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7097/8416 [00:57<00:10, 123.18it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7098/8416 [00:57<00:10, 123.18it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7099/8416 [00:57<00:10, 123.18it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7100/8416 [00:57<00:10, 123.18it/s]
    Epoch 4:  96%|█████████▌| 32350/33666 [16:28<00:40, 32.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7101/8416 [00:57<00:10, 123.18it/s]
    Epoch 4:  96%|█████████▌| 32351/33666 [16:28<00:40, 32.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7102/8416 [00:57<00:10, 123.18it/s]
    Epoch 4:  96%|█████████▌| 32352/33666 [16:28<00:40, 32.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7103/8416 [00:57<00:10, 123.18it/s]
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    Validation DataLoader 0:  84%|████████▍ | 7104/8416 [00:57<00:10, 123.18it/s]
    Epoch 4:  96%|█████████▌| 32354/33666 [16:28<00:40, 32.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7105/8416 [00:57<00:10, 123.18it/s]
    Epoch 4:  96%|█████████▌| 32355/33666 [16:28<00:40, 32.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7106/8416 [00:57<00:10, 123.18it/s]
    Epoch 4:  96%|█████████▌| 32356/33666 [16:28<00:40, 32.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7107/8416 [00:57<00:10, 123.18it/s]
    Epoch 4:  96%|█████████▌| 32357/33666 [16:28<00:39, 32.74it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7108/8416 [00:57<00:10, 123.18it/s]
    Epoch 4:  96%|█████████▌| 32358/33666 [16:28<00:39, 32.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7109/8416 [00:57<00:10, 123.18it/s]
    Epoch 4:  96%|█████████▌| 32359/33666 [16:28<00:39, 32.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7110/8416 [00:57<00:10, 123.18it/s]
    Epoch 4:  96%|█████████▌| 32360/33666 [16:28<00:39, 32.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  84%|████████▍ | 7111/8416 [00:57<00:10, 123.18it/s]
    Epoch 4:  96%|█████████▌| 32361/33666 [16:28<00:39, 32.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7112/8416 [00:57<00:10, 123.18it/s]
    Epoch 4:  96%|█████████▌| 32362/33666 [16:28<00:39, 32.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7113/8416 [00:57<00:10, 123.18it/s]
    Epoch 4:  96%|█████████▌| 32363/33666 [16:28<00:39, 32.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7114/8416 [00:57<00:10, 123.18it/s]
    Epoch 4:  96%|█████████▌| 32364/33666 [16:28<00:39, 32.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7115/8416 [00:57<00:10, 123.18it/s]
    Epoch 4:  96%|█████████▌| 32365/33666 [16:28<00:39, 32.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7116/8416 [00:57<00:10, 123.18it/s]
    Epoch 4:  96%|█████████▌| 32366/33666 [16:28<00:39, 32.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7117/8416 [00:57<00:10, 123.18it/s]
    Epoch 4:  96%|█████████▌| 32367/33666 [16:28<00:39, 32.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7118/8416 [00:57<00:10, 123.18it/s]
    Epoch 4:  96%|█████████▌| 32368/33666 [16:28<00:39, 32.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7119/8416 [00:57<00:10, 123.18it/s]
    Epoch 4:  96%|█████████▌| 32369/33666 [16:28<00:39, 32.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7120/8416 [00:57<00:10, 123.18it/s]
    Epoch 4:  96%|█████████▌| 32370/33666 [16:28<00:39, 32.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7121/8416 [00:57<00:10, 123.18it/s]
    Epoch 4:  96%|█████████▌| 32371/33666 [16:28<00:39, 32.75it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7122/8416 [00:57<00:10, 123.18it/s]
    Epoch 4:  96%|█████████▌| 32372/33666 [16:28<00:39, 32.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7123/8416 [00:57<00:10, 123.18it/s]
    Epoch 4:  96%|█████████▌| 32373/33666 [16:28<00:39, 32.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7124/8416 [00:57<00:10, 123.18it/s]
    Epoch 4:  96%|█████████▌| 32374/33666 [16:28<00:39, 32.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7125/8416 [00:57<00:10, 123.18it/s]
    Epoch 4:  96%|█████████▌| 32375/33666 [16:28<00:39, 32.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7126/8416 [00:57<00:10, 123.18it/s]
    Epoch 4:  96%|█████████▌| 32376/33666 [16:28<00:39, 32.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7127/8416 [00:57<00:10, 123.18it/s]
    Epoch 4:  96%|█████████▌| 32377/33666 [16:28<00:39, 32.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7128/8416 [00:57<00:10, 123.18it/s]
    Epoch 4:  96%|█████████▌| 32378/33666 [16:28<00:39, 32.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7129/8416 [00:57<00:10, 123.18it/s]
    Epoch 4:  96%|█████████▌| 32379/33666 [16:28<00:39, 32.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7130/8416 [00:57<00:10, 123.18it/s]
    Epoch 4:  96%|█████████▌| 32380/33666 [16:28<00:39, 32.76it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7131/8416 [00:57<00:10, 123.18it/s]
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    Validation DataLoader 0:  85%|████████▍ | 7132/8416 [00:57<00:10, 123.18it/s]
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    Validation DataLoader 0:  85%|████████▍ | 7133/8416 [00:57<00:10, 123.18it/s]
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    Validation DataLoader 0:  85%|████████▍ | 7134/8416 [00:57<00:10, 123.18it/s]
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    Validation DataLoader 0:  85%|████████▍ | 7135/8416 [00:57<00:10, 123.18it/s]
    Epoch 4:  96%|█████████▌| 32385/33666 [16:28<00:39, 32.77it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7136/8416 [00:57<00:10, 123.18it/s]
    Epoch 4:  96%|█████████▌| 32386/33666 [16:28<00:39, 32.77it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7137/8416 [00:57<00:10, 123.18it/s]
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    Validation DataLoader 0:  85%|████████▍ | 7138/8416 [00:57<00:10, 123.18it/s]
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    Validation DataLoader 0:  85%|████████▍ | 7139/8416 [00:57<00:10, 123.18it/s]
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    Validation DataLoader 0:  85%|████████▍ | 7140/8416 [00:57<00:10, 123.18it/s]
    Epoch 4:  96%|█████████▌| 32390/33666 [16:28<00:38, 32.77it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7141/8416 [00:57<00:10, 123.18it/s]
    Epoch 4:  96%|█████████▌| 32391/33666 [16:28<00:38, 32.77it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7142/8416 [00:57<00:10, 123.18it/s]
    Epoch 4:  96%|█████████▌| 32392/33666 [16:28<00:38, 32.77it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7143/8416 [00:57<00:10, 123.18it/s]
    Epoch 4:  96%|█████████▌| 32393/33666 [16:28<00:38, 32.77it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7144/8416 [00:57<00:10, 123.18it/s]
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    Validation DataLoader 0:  85%|████████▍ | 7145/8416 [00:58<00:10, 123.18it/s]
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    Validation DataLoader 0:  85%|████████▍ | 7146/8416 [00:58<00:10, 123.18it/s]
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    Validation DataLoader 0:  85%|████████▍ | 7147/8416 [00:58<00:10, 123.18it/s]
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    Validation DataLoader 0:  85%|████████▍ | 7148/8416 [00:58<00:10, 123.18it/s]
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    Validation DataLoader 0:  85%|████████▍ | 7149/8416 [00:58<00:10, 123.18it/s]
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    Validation DataLoader 0:  85%|████████▍ | 7150/8416 [00:58<00:10, 123.18it/s]
    Epoch 4:  96%|█████████▌| 32400/33666 [16:28<00:38, 32.78it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▍ | 7151/8416 [00:58<00:10, 123.18it/s]
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    Validation DataLoader 0:  85%|████████▍ | 7152/8416 [00:58<00:10, 123.18it/s]
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    Validation DataLoader 0:  85%|████████▌ | 7156/8416 [00:58<00:10, 123.17it/s]
    Epoch 4:  96%|█████████▋| 32406/33666 [16:28<00:38, 32.78it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7157/8416 [00:58<00:10, 123.17it/s]
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    Epoch 4:  96%|█████████▋| 32410/33666 [16:28<00:38, 32.78it/s, loss=3.08, v_num=0]

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    Validation DataLoader 0:  85%|████████▌ | 7167/8416 [00:58<00:10, 123.17it/s]
    Epoch 4:  96%|█████████▋| 32417/33666 [16:28<00:38, 32.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7168/8416 [00:58<00:10, 123.16it/s]
    Epoch 4:  96%|█████████▋| 32418/33666 [16:28<00:38, 32.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7169/8416 [00:58<00:10, 123.16it/s]
    Epoch 4:  96%|█████████▋| 32419/33666 [16:28<00:38, 32.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7170/8416 [00:58<00:10, 123.17it/s]
    Epoch 4:  96%|█████████▋| 32420/33666 [16:28<00:37, 32.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7171/8416 [00:58<00:10, 123.17it/s]
    Epoch 4:  96%|█████████▋| 32421/33666 [16:28<00:37, 32.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7172/8416 [00:58<00:10, 123.16it/s]
    Epoch 4:  96%|█████████▋| 32422/33666 [16:28<00:37, 32.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7173/8416 [00:58<00:10, 123.16it/s]
    Epoch 4:  96%|█████████▋| 32423/33666 [16:28<00:37, 32.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7174/8416 [00:58<00:10, 123.16it/s]
    Epoch 4:  96%|█████████▋| 32424/33666 [16:28<00:37, 32.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7175/8416 [00:58<00:10, 123.16it/s]
    Epoch 4:  96%|█████████▋| 32425/33666 [16:28<00:37, 32.79it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7176/8416 [00:58<00:10, 123.16it/s]
    Epoch 4:  96%|█████████▋| 32426/33666 [16:28<00:37, 32.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7177/8416 [00:58<00:10, 123.16it/s]
    Epoch 4:  96%|█████████▋| 32427/33666 [16:28<00:37, 32.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7178/8416 [00:58<00:10, 123.16it/s]
    Epoch 4:  96%|█████████▋| 32428/33666 [16:28<00:37, 32.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7179/8416 [00:58<00:10, 123.16it/s]
    Epoch 4:  96%|█████████▋| 32429/33666 [16:28<00:37, 32.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7180/8416 [00:58<00:10, 123.16it/s]
    Epoch 4:  96%|█████████▋| 32430/33666 [16:28<00:37, 32.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7181/8416 [00:58<00:10, 123.15it/s]
    Epoch 4:  96%|█████████▋| 32431/33666 [16:28<00:37, 32.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7182/8416 [00:58<00:10, 123.15it/s]
    Epoch 4:  96%|█████████▋| 32432/33666 [16:28<00:37, 32.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7183/8416 [00:58<00:10, 123.15it/s]
    Epoch 4:  96%|█████████▋| 32433/33666 [16:28<00:37, 32.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7184/8416 [00:58<00:10, 123.15it/s]
    Epoch 4:  96%|█████████▋| 32434/33666 [16:28<00:37, 32.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7185/8416 [00:58<00:09, 123.15it/s]
    Epoch 4:  96%|█████████▋| 32435/33666 [16:28<00:37, 32.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7186/8416 [00:58<00:09, 123.15it/s]
    Epoch 4:  96%|█████████▋| 32436/33666 [16:28<00:37, 32.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7187/8416 [00:58<00:09, 123.15it/s]
    Epoch 4:  96%|█████████▋| 32437/33666 [16:28<00:37, 32.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7188/8416 [00:58<00:09, 123.15it/s]
    Epoch 4:  96%|█████████▋| 32438/33666 [16:28<00:37, 32.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7189/8416 [00:58<00:09, 123.15it/s]
    Epoch 4:  96%|█████████▋| 32439/33666 [16:28<00:37, 32.80it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7190/8416 [00:58<00:09, 123.15it/s]
    Epoch 4:  96%|█████████▋| 32440/33666 [16:28<00:37, 32.81it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7191/8416 [00:58<00:09, 123.15it/s]
    Epoch 4:  96%|█████████▋| 32441/33666 [16:28<00:37, 32.81it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7192/8416 [00:58<00:09, 123.15it/s]
    Epoch 4:  96%|█████████▋| 32442/33666 [16:28<00:37, 32.81it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7193/8416 [00:58<00:09, 123.15it/s]
    Epoch 4:  96%|█████████▋| 32443/33666 [16:28<00:37, 32.81it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7194/8416 [00:58<00:09, 123.15it/s]
    Epoch 4:  96%|█████████▋| 32444/33666 [16:28<00:37, 32.81it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  85%|████████▌ | 7195/8416 [00:58<00:09, 123.15it/s]
    Epoch 4:  96%|█████████▋| 32445/33666 [16:28<00:37, 32.81it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7196/8416 [00:58<00:09, 123.14it/s]
    Epoch 4:  96%|█████████▋| 32446/33666 [16:28<00:37, 32.81it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7197/8416 [00:58<00:09, 123.14it/s]
    Epoch 4:  96%|█████████▋| 32447/33666 [16:28<00:37, 32.81it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7198/8416 [00:58<00:09, 123.14it/s]
    Epoch 4:  96%|█████████▋| 32448/33666 [16:28<00:37, 32.81it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7199/8416 [00:58<00:09, 123.14it/s]
    Epoch 4:  96%|█████████▋| 32449/33666 [16:28<00:37, 32.81it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7200/8416 [00:58<00:09, 123.14it/s]
    Epoch 4:  96%|█████████▋| 32450/33666 [16:28<00:37, 32.81it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7201/8416 [00:58<00:09, 123.14it/s]
    Epoch 4:  96%|█████████▋| 32451/33666 [16:28<00:37, 32.81it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7202/8416 [00:58<00:09, 123.14it/s]
    Epoch 4:  96%|█████████▋| 32452/33666 [16:28<00:36, 32.81it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7203/8416 [00:58<00:09, 123.14it/s]
    Epoch 4:  96%|█████████▋| 32453/33666 [16:28<00:36, 32.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7204/8416 [00:58<00:09, 123.14it/s]
    Epoch 4:  96%|█████████▋| 32454/33666 [16:28<00:36, 32.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7205/8416 [00:58<00:09, 123.13it/s]
    Epoch 4:  96%|█████████▋| 32455/33666 [16:28<00:36, 32.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7206/8416 [00:58<00:09, 123.13it/s]
    Epoch 4:  96%|█████████▋| 32456/33666 [16:28<00:36, 32.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7207/8416 [00:58<00:09, 123.13it/s]
    Epoch 4:  96%|█████████▋| 32457/33666 [16:28<00:36, 32.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7208/8416 [00:58<00:09, 123.13it/s]
    Epoch 4:  96%|█████████▋| 32458/33666 [16:29<00:36, 32.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7209/8416 [00:58<00:09, 123.13it/s]
    Epoch 4:  96%|█████████▋| 32459/33666 [16:29<00:36, 32.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7210/8416 [00:58<00:09, 123.13it/s]
    Epoch 4:  96%|█████████▋| 32460/33666 [16:29<00:36, 32.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7211/8416 [00:58<00:09, 123.13it/s]
    Epoch 4:  96%|█████████▋| 32461/33666 [16:29<00:36, 32.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7212/8416 [00:58<00:09, 123.13it/s]
    Epoch 4:  96%|█████████▋| 32462/33666 [16:29<00:36, 32.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7213/8416 [00:58<00:09, 123.13it/s]
    Epoch 4:  96%|█████████▋| 32463/33666 [16:29<00:36, 32.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7214/8416 [00:58<00:09, 123.13it/s]
    Epoch 4:  96%|█████████▋| 32464/33666 [16:29<00:36, 32.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7215/8416 [00:58<00:09, 123.12it/s]
    Epoch 4:  96%|█████████▋| 32465/33666 [16:29<00:36, 32.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7216/8416 [00:58<00:09, 123.12it/s]
    Epoch 4:  96%|█████████▋| 32466/33666 [16:29<00:36, 32.82it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7217/8416 [00:58<00:09, 123.12it/s]
    Epoch 4:  96%|█████████▋| 32467/33666 [16:29<00:36, 32.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7218/8416 [00:58<00:09, 123.12it/s]
    Epoch 4:  96%|█████████▋| 32468/33666 [16:29<00:36, 32.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7219/8416 [00:58<00:09, 123.12it/s]
    Epoch 4:  96%|█████████▋| 32469/33666 [16:29<00:36, 32.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7220/8416 [00:58<00:09, 123.11it/s]
    Epoch 4:  96%|█████████▋| 32470/33666 [16:29<00:36, 32.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7221/8416 [00:58<00:09, 123.11it/s]
    Epoch 4:  96%|█████████▋| 32471/33666 [16:29<00:36, 32.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7222/8416 [00:58<00:09, 123.11it/s]
    Epoch 4:  96%|█████████▋| 32472/33666 [16:29<00:36, 32.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7223/8416 [00:58<00:09, 123.11it/s]
    Epoch 4:  96%|█████████▋| 32473/33666 [16:29<00:36, 32.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7224/8416 [00:58<00:09, 123.11it/s]
    Epoch 4:  96%|█████████▋| 32474/33666 [16:29<00:36, 32.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7225/8416 [00:58<00:09, 123.11it/s]
    Epoch 4:  96%|█████████▋| 32475/33666 [16:29<00:36, 32.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7226/8416 [00:58<00:09, 123.11it/s]
    Epoch 4:  96%|█████████▋| 32476/33666 [16:29<00:36, 32.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7227/8416 [00:58<00:09, 123.11it/s]
    Epoch 4:  96%|█████████▋| 32477/33666 [16:29<00:36, 32.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7228/8416 [00:58<00:09, 123.10it/s]
    Epoch 4:  96%|█████████▋| 32478/33666 [16:29<00:36, 32.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7229/8416 [00:58<00:09, 123.10it/s]
    Epoch 4:  96%|█████████▋| 32479/33666 [16:29<00:36, 32.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7230/8416 [00:58<00:09, 123.10it/s]
    Epoch 4:  96%|█████████▋| 32480/33666 [16:29<00:36, 32.83it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7231/8416 [00:58<00:09, 123.10it/s]
    Epoch 4:  96%|█████████▋| 32481/33666 [16:29<00:36, 32.84it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7232/8416 [00:58<00:09, 123.10it/s]
    Epoch 4:  96%|█████████▋| 32482/33666 [16:29<00:36, 32.84it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7233/8416 [00:58<00:09, 123.10it/s]
    Epoch 4:  96%|█████████▋| 32483/33666 [16:29<00:36, 32.84it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7234/8416 [00:58<00:09, 123.10it/s]
    Epoch 4:  96%|█████████▋| 32484/33666 [16:29<00:35, 32.84it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7235/8416 [00:58<00:09, 123.10it/s]
    Epoch 4:  96%|█████████▋| 32485/33666 [16:29<00:35, 32.84it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7236/8416 [00:58<00:09, 123.10it/s]
    Epoch 4:  96%|█████████▋| 32486/33666 [16:29<00:35, 32.84it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7237/8416 [00:58<00:09, 123.09it/s]
    Epoch 4:  96%|█████████▋| 32487/33666 [16:29<00:35, 32.84it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7238/8416 [00:58<00:09, 123.09it/s]
    Epoch 4:  97%|█████████▋| 32488/33666 [16:29<00:35, 32.84it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7239/8416 [00:58<00:09, 123.09it/s]
    Epoch 4:  97%|█████████▋| 32489/33666 [16:29<00:35, 32.84it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7240/8416 [00:58<00:09, 123.09it/s]
    Epoch 4:  97%|█████████▋| 32490/33666 [16:29<00:35, 32.84it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7241/8416 [00:58<00:09, 123.09it/s]
    Epoch 4:  97%|█████████▋| 32491/33666 [16:29<00:35, 32.84it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7242/8416 [00:58<00:09, 123.09it/s]
    Epoch 4:  97%|█████████▋| 32492/33666 [16:29<00:35, 32.84it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7243/8416 [00:58<00:09, 123.09it/s]
    Epoch 4:  97%|█████████▋| 32493/33666 [16:29<00:35, 32.84it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7244/8416 [00:58<00:09, 123.09it/s]
    Epoch 4:  97%|█████████▋| 32494/33666 [16:29<00:35, 32.84it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7245/8416 [00:58<00:09, 123.09it/s]
    Epoch 4:  97%|█████████▋| 32495/33666 [16:29<00:35, 32.85it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7246/8416 [00:58<00:09, 123.09it/s]
    Epoch 4:  97%|█████████▋| 32496/33666 [16:29<00:35, 32.85it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7247/8416 [00:58<00:09, 123.09it/s]
    Epoch 4:  97%|█████████▋| 32497/33666 [16:29<00:35, 32.85it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7248/8416 [00:58<00:09, 123.09it/s]
    Epoch 4:  97%|█████████▋| 32498/33666 [16:29<00:35, 32.85it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7249/8416 [00:58<00:09, 123.09it/s]
    Epoch 4:  97%|█████████▋| 32499/33666 [16:29<00:35, 32.85it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7250/8416 [00:58<00:09, 123.08it/s]
    Epoch 4:  97%|█████████▋| 32500/33666 [16:29<00:35, 32.85it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7251/8416 [00:58<00:09, 123.09it/s]
    Epoch 4:  97%|█████████▋| 32501/33666 [16:29<00:35, 32.85it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7252/8416 [00:58<00:09, 123.08it/s]
    Epoch 4:  97%|█████████▋| 32502/33666 [16:29<00:35, 32.85it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7253/8416 [00:58<00:09, 123.08it/s]
    Epoch 4:  97%|█████████▋| 32503/33666 [16:29<00:35, 32.85it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7254/8416 [00:58<00:09, 123.08it/s]
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    Validation DataLoader 0:  86%|████████▌ | 7255/8416 [00:58<00:09, 123.08it/s]
    Epoch 4:  97%|█████████▋| 32505/33666 [16:29<00:35, 32.85it/s, loss=3.08, v_num=0]

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    Epoch 4:  97%|█████████▋| 32506/33666 [16:29<00:35, 32.85it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▌ | 7257/8416 [00:58<00:09, 123.08it/s]
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    Validation DataLoader 0:  86%|████████▌ | 7258/8416 [00:58<00:09, 123.08it/s]
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    Epoch 4:  97%|█████████▋| 32509/33666 [16:29<00:35, 32.86it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7260/8416 [00:58<00:09, 123.07it/s]
    Epoch 4:  97%|█████████▋| 32510/33666 [16:29<00:35, 32.86it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7261/8416 [00:58<00:09, 123.07it/s]
    Epoch 4:  97%|█████████▋| 32511/33666 [16:29<00:35, 32.86it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7262/8416 [00:59<00:09, 123.07it/s]
    Epoch 4:  97%|█████████▋| 32512/33666 [16:29<00:35, 32.86it/s, loss=3.08, v_num=0]

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    Epoch 4:  97%|█████████▋| 32514/33666 [16:29<00:35, 32.86it/s, loss=3.08, v_num=0]

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    Epoch 4:  97%|█████████▋| 32515/33666 [16:29<00:35, 32.86it/s, loss=3.08, v_num=0]

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    Epoch 4:  97%|█████████▋| 32516/33666 [16:29<00:34, 32.86it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7267/8416 [00:59<00:09, 123.07it/s]
    Epoch 4:  97%|█████████▋| 32517/33666 [16:29<00:34, 32.86it/s, loss=3.08, v_num=0]

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    Validation DataLoader 0:  86%|████████▋ | 7269/8416 [00:59<00:09, 123.07it/s]
    Epoch 4:  97%|█████████▋| 32519/33666 [16:29<00:34, 32.86it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7270/8416 [00:59<00:09, 123.07it/s]
    Epoch 4:  97%|█████████▋| 32520/33666 [16:29<00:34, 32.86it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7271/8416 [00:59<00:09, 123.07it/s]
    Epoch 4:  97%|█████████▋| 32521/33666 [16:29<00:34, 32.86it/s, loss=3.08, v_num=0]

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    Validation DataLoader 0:  86%|████████▋ | 7273/8416 [00:59<00:09, 123.07it/s]
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    Validation DataLoader 0:  86%|████████▋ | 7274/8416 [00:59<00:09, 123.07it/s]
    Epoch 4:  97%|█████████▋| 32524/33666 [16:29<00:34, 32.87it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7275/8416 [00:59<00:09, 123.07it/s]
    Epoch 4:  97%|█████████▋| 32525/33666 [16:29<00:34, 32.87it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7276/8416 [00:59<00:09, 123.06it/s]
    Epoch 4:  97%|█████████▋| 32526/33666 [16:29<00:34, 32.87it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7277/8416 [00:59<00:09, 123.06it/s]
    Epoch 4:  97%|█████████▋| 32527/33666 [16:29<00:34, 32.87it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7278/8416 [00:59<00:09, 123.06it/s]
    Epoch 4:  97%|█████████▋| 32528/33666 [16:29<00:34, 32.87it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  86%|████████▋ | 7279/8416 [00:59<00:09, 123.06it/s]
    Epoch 4:  97%|█████████▋| 32529/33666 [16:29<00:34, 32.87it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7280/8416 [00:59<00:09, 123.06it/s]
    Epoch 4:  97%|█████████▋| 32530/33666 [16:29<00:34, 32.87it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7281/8416 [00:59<00:09, 123.06it/s]
    Epoch 4:  97%|█████████▋| 32531/33666 [16:29<00:34, 32.87it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7282/8416 [00:59<00:09, 123.06it/s]
    Epoch 4:  97%|█████████▋| 32532/33666 [16:29<00:34, 32.87it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7283/8416 [00:59<00:09, 123.06it/s]
    Epoch 4:  97%|█████████▋| 32533/33666 [16:29<00:34, 32.87it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7284/8416 [00:59<00:09, 123.06it/s]
    Epoch 4:  97%|█████████▋| 32534/33666 [16:29<00:34, 32.87it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7285/8416 [00:59<00:09, 123.06it/s]
    Epoch 4:  97%|█████████▋| 32535/33666 [16:29<00:34, 32.87it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7286/8416 [00:59<00:09, 123.05it/s]
    Epoch 4:  97%|█████████▋| 32536/33666 [16:29<00:34, 32.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7287/8416 [00:59<00:09, 123.05it/s]
    Epoch 4:  97%|█████████▋| 32537/33666 [16:29<00:34, 32.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7288/8416 [00:59<00:09, 123.05it/s]
    Epoch 4:  97%|█████████▋| 32538/33666 [16:29<00:34, 32.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7289/8416 [00:59<00:09, 123.05it/s]
    Epoch 4:  97%|█████████▋| 32539/33666 [16:29<00:34, 32.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7290/8416 [00:59<00:09, 123.05it/s]
    Epoch 4:  97%|█████████▋| 32540/33666 [16:29<00:34, 32.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7291/8416 [00:59<00:09, 123.05it/s]
    Epoch 4:  97%|█████████▋| 32541/33666 [16:29<00:34, 32.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7292/8416 [00:59<00:09, 123.05it/s]
    Epoch 4:  97%|█████████▋| 32542/33666 [16:29<00:34, 32.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7293/8416 [00:59<00:09, 123.05it/s]
    Epoch 4:  97%|█████████▋| 32543/33666 [16:29<00:34, 32.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7294/8416 [00:59<00:09, 123.05it/s]
    Epoch 4:  97%|█████████▋| 32544/33666 [16:29<00:34, 32.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7295/8416 [00:59<00:09, 123.05it/s]
    Epoch 4:  97%|█████████▋| 32545/33666 [16:29<00:34, 32.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7296/8416 [00:59<00:09, 123.05it/s]
    Epoch 4:  97%|█████████▋| 32546/33666 [16:29<00:34, 32.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7297/8416 [00:59<00:09, 123.05it/s]
    Epoch 4:  97%|█████████▋| 32547/33666 [16:29<00:34, 32.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7298/8416 [00:59<00:09, 123.05it/s]
    Epoch 4:  97%|█████████▋| 32548/33666 [16:29<00:33, 32.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7299/8416 [00:59<00:09, 123.05it/s]
    Epoch 4:  97%|█████████▋| 32549/33666 [16:29<00:33, 32.88it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7300/8416 [00:59<00:09, 123.04it/s]
    Epoch 4:  97%|█████████▋| 32550/33666 [16:29<00:33, 32.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7301/8416 [00:59<00:09, 123.04it/s]
    Epoch 4:  97%|█████████▋| 32551/33666 [16:29<00:33, 32.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7302/8416 [00:59<00:09, 123.04it/s]
    Epoch 4:  97%|█████████▋| 32552/33666 [16:29<00:33, 32.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7303/8416 [00:59<00:09, 123.04it/s]
    Epoch 4:  97%|█████████▋| 32553/33666 [16:29<00:33, 32.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7304/8416 [00:59<00:09, 123.04it/s]
    Epoch 4:  97%|█████████▋| 32554/33666 [16:29<00:33, 32.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7305/8416 [00:59<00:09, 123.04it/s]
    Epoch 4:  97%|█████████▋| 32555/33666 [16:29<00:33, 32.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7306/8416 [00:59<00:09, 123.04it/s]
    Epoch 4:  97%|█████████▋| 32556/33666 [16:29<00:33, 32.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7307/8416 [00:59<00:09, 123.04it/s]
    Epoch 4:  97%|█████████▋| 32557/33666 [16:29<00:33, 32.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7308/8416 [00:59<00:09, 123.04it/s]
    Epoch 4:  97%|█████████▋| 32558/33666 [16:29<00:33, 32.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7309/8416 [00:59<00:08, 123.03it/s]
    Epoch 4:  97%|█████████▋| 32559/33666 [16:29<00:33, 32.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7310/8416 [00:59<00:08, 123.03it/s]
    Epoch 4:  97%|█████████▋| 32560/33666 [16:29<00:33, 32.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7311/8416 [00:59<00:08, 123.03it/s]
    Epoch 4:  97%|█████████▋| 32561/33666 [16:29<00:33, 32.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7312/8416 [00:59<00:08, 123.03it/s]
    Epoch 4:  97%|█████████▋| 32562/33666 [16:29<00:33, 32.89it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7313/8416 [00:59<00:08, 123.04it/s]
    Epoch 4:  97%|█████████▋| 32563/33666 [16:29<00:33, 32.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7314/8416 [00:59<00:08, 123.04it/s]
    Epoch 4:  97%|█████████▋| 32564/33666 [16:29<00:33, 32.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7315/8416 [00:59<00:08, 123.04it/s]
    Epoch 4:  97%|█████████▋| 32565/33666 [16:29<00:33, 32.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7316/8416 [00:59<00:08, 123.03it/s]
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    Validation DataLoader 0:  87%|████████▋ | 7317/8416 [00:59<00:08, 123.03it/s]
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    Validation DataLoader 0:  87%|████████▋ | 7318/8416 [00:59<00:08, 123.03it/s]
    Epoch 4:  97%|█████████▋| 32568/33666 [16:29<00:33, 32.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7319/8416 [00:59<00:08, 123.03it/s]
    Epoch 4:  97%|█████████▋| 32569/33666 [16:29<00:33, 32.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7320/8416 [00:59<00:08, 123.03it/s]
    Epoch 4:  97%|█████████▋| 32570/33666 [16:29<00:33, 32.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7321/8416 [00:59<00:08, 123.03it/s]
    Epoch 4:  97%|█████████▋| 32571/33666 [16:29<00:33, 32.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7322/8416 [00:59<00:08, 123.03it/s]
    Epoch 4:  97%|█████████▋| 32572/33666 [16:29<00:33, 32.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7323/8416 [00:59<00:08, 123.03it/s]
    Epoch 4:  97%|█████████▋| 32573/33666 [16:29<00:33, 32.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7324/8416 [00:59<00:08, 123.03it/s]
    Epoch 4:  97%|█████████▋| 32574/33666 [16:30<00:33, 32.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7325/8416 [00:59<00:08, 123.02it/s]
    Epoch 4:  97%|█████████▋| 32575/33666 [16:30<00:33, 32.90it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7326/8416 [00:59<00:08, 123.02it/s]
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    Validation DataLoader 0:  87%|████████▋ | 7327/8416 [00:59<00:08, 123.02it/s]
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    Validation DataLoader 0:  87%|████████▋ | 7328/8416 [00:59<00:08, 123.02it/s]
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    Validation DataLoader 0:  87%|████████▋ | 7329/8416 [00:59<00:08, 123.02it/s]
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    Validation DataLoader 0:  87%|████████▋ | 7330/8416 [00:59<00:08, 123.01it/s]
    Epoch 4:  97%|█████████▋| 32580/33666 [16:30<00:33, 32.91it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7331/8416 [00:59<00:08, 123.00it/s]
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    Validation DataLoader 0:  87%|████████▋ | 7332/8416 [00:59<00:08, 123.00it/s]
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    Validation DataLoader 0:  87%|████████▋ | 7333/8416 [00:59<00:08, 123.00it/s]
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    Validation DataLoader 0:  87%|████████▋ | 7334/8416 [00:59<00:08, 123.00it/s]
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    Validation DataLoader 0:  87%|████████▋ | 7335/8416 [00:59<00:08, 123.00it/s]
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    Validation DataLoader 0:  87%|████████▋ | 7336/8416 [00:59<00:08, 123.00it/s]
    Epoch 4:  97%|█████████▋| 32586/33666 [16:30<00:32, 32.91it/s, loss=3.08, v_num=0]

    Validation DataLoader 0:  87%|████████▋ | 7337/8416 [00:59<00:08, 123.00it/s]
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    Validation DataLoader 0:  87%|████████▋ | 7338/8416 [00:59<00:08, 123.00it/s]
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    Validation DataLoader 0:  87%|████████▋ | 7339/8416 [00:59<00:08, 123.00it/s]
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    Validation DataLoader 0:  87%|████████▋ | 7340/8416 [00:59<00:08, 123.00it/s]
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    Validation DataLoader 0:  87%|████████▋ | 7341/8416 [00:59<00:08, 123.00it/s]
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    Validation DataLoader 0:  87%|████████▋ | 7343/8416 [00:59<00:08, 123.00it/s]
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    Validation DataLoader 0:  88%|████████▊ | 7385/8416 [01:00<00:08, 122.98it/s]
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    Validation DataLoader 0:  88%|████████▊ | 7387/8416 [01:00<00:08, 122.98it/s]
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    Validation DataLoader 0:  88%|████████▊ | 7389/8416 [01:00<00:08, 122.98it/s]
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    Validation DataLoader 0:  93%|█████████▎| 7861/8416 [01:04<00:04, 122.61it/s]
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.. GENERATED FROM PYTHON SOURCE LINES 238-250

Next Steps
------------

Interested in pre-training your own self-supervised models? Check out our other
tutorials:

- :ref:`input-structure-label`
- :ref:`lightly-moco-tutorial-2`
- :ref:`lightly-simsiam-tutorial-4`
- :ref:`lightly-custom-augmentation-5`
- :ref:`lightly-detectron-tutorial-6`



.. rst-class:: sphx-glr-timing

   **Total running time of the script:** (89 minutes 8.137 seconds)


.. _sphx_glr_download_tutorials_package_tutorial_checkpoint_finetuning.py:

.. only:: html

  .. container:: sphx-glr-footer sphx-glr-footer-example

    .. container:: sphx-glr-download sphx-glr-download-jupyter

      :download:`Download Jupyter notebook: tutorial_checkpoint_finetuning.ipynb <tutorial_checkpoint_finetuning.ipynb>`

    .. container:: sphx-glr-download sphx-glr-download-python

      :download:`Download Python source code: tutorial_checkpoint_finetuning.py <tutorial_checkpoint_finetuning.py>`

    .. container:: sphx-glr-download sphx-glr-download-zip

      :download:`Download zipped: tutorial_checkpoint_finetuning.zip <tutorial_checkpoint_finetuning.zip>`


.. only:: html

 .. rst-class:: sphx-glr-signature

    `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_