Index

_

__call__() (lightly.data.ijepa_collate.IJEPAMaskCollator method) (lightly.data.multi_view_collate.MultiViewCollate method) (lightly.transforms.byol_transform.BYOLView1Transform method) (lightly.transforms.byol_transform.BYOLView2Transform method) (lightly.transforms.detcon_transform.DetConSTransform method) (lightly.transforms.detcon_transform.DetConSViewTransform method) (lightly.transforms.dino_transform.DINOViewTransform method) (lightly.transforms.fda_transform.FDAView1Transform method) (lightly.transforms.fda_transform.FDAView2Transform method) (lightly.transforms.gaussian_blur.GaussianBlur method) (lightly.transforms.ibot_transform.IBOTViewTransform method) (lightly.transforms.image_grid_transform.ImageGridTransform method) (lightly.transforms.jigsaw.Jigsaw method) (lightly.transforms.mae_transform.MAETransform method) (lightly.transforms.msn_transform.MSNViewTransform method) (lightly.transforms.multi_view_transform.MultiViewTransform method) (lightly.transforms.multi_view_transform_v2.MultiViewTransformV2 method) (lightly.transforms.rotation.RandomRotate method) (lightly.transforms.rotation.RandomRotateDegrees method) (lightly.transforms.simclr_transform.SimCLRViewTransform method) (lightly.transforms.simsiam_transform.SimSiamViewTransform method) (lightly.transforms.smog_transform.SmoGViewTransform method) (lightly.transforms.solarize.RandomSolarization method) (lightly.transforms.swav_transform.SwaVViewTransform method) (lightly.transforms.vicreg_transform.VICRegViewTransform method) (lightly.transforms.vicregl_transform.VICRegLViewTransform method)

__init__() (lightly.loss.visreg_loss.VISRegLoss method) (lightly.transforms.byol_transform.BYOLTransform method) (lightly.transforms.byol_transform.BYOLView1Transform method) (lightly.transforms.byol_transform.BYOLView2Transform method) (lightly.transforms.detcon_transform.DetConSTransform method) (lightly.transforms.detcon_transform.DetConSViewTransform method) (lightly.transforms.dino_transform.DINOTransform method) (lightly.transforms.dino_transform.DINOViewTransform method) (lightly.transforms.fda_transform.FDATransform method) (lightly.transforms.fda_transform.FDAView1Transform method) (lightly.transforms.fda_transform.FDAView2Transform method) (lightly.transforms.ibot_transform.IBOTTransform method) (lightly.transforms.ibot_transform.IBOTViewTransform method) (lightly.transforms.msn_transform.MSNTransform method) (lightly.transforms.msn_transform.MSNViewTransform method) (lightly.transforms.simclr_transform.SimCLRTransform method) (lightly.transforms.simclr_transform.SimCLRViewTransform method) (lightly.transforms.simsiam_transform.SimSiamTransform method) (lightly.transforms.simsiam_transform.SimSiamViewTransform method) (lightly.transforms.smog_transform.SMoGTransform method) (lightly.transforms.smog_transform.SmoGViewTransform method) (lightly.transforms.swav_transform.SwaVTransform method) (lightly.transforms.swav_transform.SwaVViewTransform method) (lightly.transforms.vicreg_transform.VICRegTransform method) (lightly.transforms.vicreg_transform.VICRegViewTransform method) (lightly.transforms.vicregl_transform.VICRegLTransform method) (lightly.transforms.vicregl_transform.VICRegLViewTransform method)

A

action_dim (lightly.models.modules.world_model.conditioning.ActionEncoder attribute) ActionEncoder (class in lightly.models.modules.world_model.conditioning) activate_requires_grad() (in module lightly.models.utils) AdaLNZero (class in lightly.models.modules.world_model.predictor) add_stochastic_depth_to_blocks() (in module lightly.models.utils) AddGridTransform (class in lightly.transforms.add_grid_transform)

alpha (lightly.loss.regularizer.co2.CO2Regularizer attribute) (lightly.loss.vicregl_loss.VICRegLLoss attribute) angle (lightly.transforms.rotation.RandomRotate attribute) apply_masks() (in module lightly.models.utils) apply_transform_without_normalize() (in module lightly.utils.debug) Args (lightly.loss.tico_loss.TiCoLoss attribute) assign_groups() (lightly.models.modules.heads.SMoGPrototypes method)

B

backward() (lightly.utils.dist.GatherLayer static method) BarlowTwinsLoss (class in lightly.loss.barlow_twins_loss) BarlowTwinsProjectionHead (class in lightly.models.modules.heads) BasicBlock (class in lightly.models.resnet) batch_norm (lightly.models.modules.heads.DINOProjectionHead attribute) batch_shuffle() (in module lightly.models.utils) batch_shuffle_distributed() (in module lightly.models.utils) batch_unshuffle() (in module lightly.models.utils) batch_unshuffle_distributed() (in module lightly.models.utils)

bias (lightly.models.modules.heads.CAPIProjectionHead attribute) block (lightly.models.resnet.ResNet attribute) Bottleneck (class in lightly.models.resnet) bottleneck_dim (lightly.models.modules.heads.DINOProjectionHead attribute) BYOLPredictionHead (class in lightly.models.modules.heads) BYOLProjectionHead (class in lightly.models.modules.heads) BYOLTransform (class in lightly.transforms.byol_transform) BYOLView1Transform (class in lightly.transforms.byol_transform) BYOLView2Transform (class in lightly.transforms.byol_transform)

C

cancel_last_layer_gradients() (lightly.models.modules.heads.DINOProjectionHead method) CAPIProjectionHead (class in lightly.models.modules.heads) causal (lightly.models.modules.world_model.predictor.LatentDynamicsPredictor attribute) center (lightly.loss.dino_loss.DINOLoss attribute) center_mode (lightly.loss.ibot_loss.IBOTPatchLoss attribute) center_momentum (lightly.loss.dino_loss.DINOLoss attribute) (lightly.loss.ibot_loss.IBOTPatchLoss attribute) check_embeddings() (in module lightly.utils.io) checkpoints() (in module lightly.models.zoo) cj_bright (lightly.transforms.densecl_transform.DenseCLTransform attribute) (lightly.transforms.detcon_transform.DetConSTransform attribute) (lightly.transforms.dino_transform.DINOTransform attribute) (lightly.transforms.fast_siam_transform.FastSiamTransform attribute) (lightly.transforms.ibot_transform.IBOTTransform attribute) (lightly.transforms.moco_transform.MoCoV1Transform attribute) (lightly.transforms.moco_transform.MoCoV2Transform attribute) (lightly.transforms.msn_transform.MSNTransform attribute) (lightly.transforms.pirl_transform.PIRLTransform attribute) (lightly.transforms.simsiam_transform.SimSiamTransform attribute) (lightly.transforms.smog_transform.SMoGTransform attribute) (lightly.transforms.swav_transform.SwaVTransform attribute) (lightly.transforms.vicreg_transform.VICRegTransform attribute) (lightly.transforms.vicregl_transform.VICRegLTransform attribute) cj_contrast (lightly.transforms.densecl_transform.DenseCLTransform attribute) (lightly.transforms.detcon_transform.DetConSTransform attribute) (lightly.transforms.dino_transform.DINOTransform attribute) (lightly.transforms.fast_siam_transform.FastSiamTransform attribute) (lightly.transforms.ibot_transform.IBOTTransform attribute) (lightly.transforms.moco_transform.MoCoV1Transform attribute) (lightly.transforms.moco_transform.MoCoV2Transform attribute) (lightly.transforms.msn_transform.MSNTransform attribute) (lightly.transforms.pirl_transform.PIRLTransform attribute) (lightly.transforms.simsiam_transform.SimSiamTransform attribute) (lightly.transforms.smog_transform.SMoGTransform attribute) (lightly.transforms.swav_transform.SwaVTransform attribute) (lightly.transforms.vicreg_transform.VICRegTransform attribute) (lightly.transforms.vicregl_transform.VICRegLTransform attribute) cj_hue (lightly.transforms.densecl_transform.DenseCLTransform attribute) (lightly.transforms.detcon_transform.DetConSTransform attribute) (lightly.transforms.dino_transform.DINOTransform attribute) (lightly.transforms.fast_siam_transform.FastSiamTransform attribute) (lightly.transforms.ibot_transform.IBOTTransform attribute) (lightly.transforms.moco_transform.MoCoV1Transform attribute) (lightly.transforms.moco_transform.MoCoV2Transform attribute) (lightly.transforms.msn_transform.MSNTransform attribute) (lightly.transforms.pirl_transform.PIRLTransform attribute) (lightly.transforms.simsiam_transform.SimSiamTransform attribute) (lightly.transforms.smog_transform.SMoGTransform attribute) (lightly.transforms.swav_transform.SwaVTransform attribute) (lightly.transforms.vicreg_transform.VICRegTransform attribute) (lightly.transforms.vicregl_transform.VICRegLTransform attribute) cj_prob (lightly.transforms.densecl_transform.DenseCLTransform attribute) (lightly.transforms.detcon_transform.DetConSTransform attribute) (lightly.transforms.dino_transform.DINOTransform attribute) (lightly.transforms.fast_siam_transform.FastSiamTransform attribute) (lightly.transforms.ibot_transform.IBOTTransform attribute) (lightly.transforms.moco_transform.MoCoV1Transform attribute) (lightly.transforms.moco_transform.MoCoV2Transform attribute) (lightly.transforms.msn_transform.MSNTransform attribute) (lightly.transforms.pirl_transform.PIRLTransform attribute) (lightly.transforms.simsiam_transform.SimSiamTransform attribute) (lightly.transforms.smog_transform.SMoGTransform attribute) (lightly.transforms.swav_transform.SwaVTransform attribute) (lightly.transforms.vicreg_transform.VICRegTransform attribute) (lightly.transforms.vicregl_transform.VICRegLTransform attribute)

cj_sat (lightly.transforms.densecl_transform.DenseCLTransform attribute) (lightly.transforms.detcon_transform.DetConSTransform attribute) (lightly.transforms.dino_transform.DINOTransform attribute) (lightly.transforms.fast_siam_transform.FastSiamTransform attribute) (lightly.transforms.ibot_transform.IBOTTransform attribute) (lightly.transforms.moco_transform.MoCoV1Transform attribute) (lightly.transforms.moco_transform.MoCoV2Transform attribute) (lightly.transforms.msn_transform.MSNTransform attribute) (lightly.transforms.pirl_transform.PIRLTransform attribute) (lightly.transforms.simsiam_transform.SimSiamTransform attribute) (lightly.transforms.smog_transform.SMoGTransform attribute) (lightly.transforms.swav_transform.SwaVTransform attribute) (lightly.transforms.vicreg_transform.VICRegTransform attribute) (lightly.transforms.vicregl_transform.VICRegLTransform attribute) cj_strength (lightly.transforms.densecl_transform.DenseCLTransform attribute) (lightly.transforms.detcon_transform.DetConSTransform attribute) (lightly.transforms.dino_transform.DINOTransform attribute) (lightly.transforms.fast_siam_transform.FastSiamTransform attribute) (lightly.transforms.ibot_transform.IBOTTransform attribute) (lightly.transforms.moco_transform.MoCoV1Transform attribute) (lightly.transforms.moco_transform.MoCoV2Transform attribute) (lightly.transforms.msn_transform.MSNTransform attribute) (lightly.transforms.pirl_transform.PIRLTransform attribute) (lightly.transforms.simsiam_transform.SimSiamTransform attribute) (lightly.transforms.smog_transform.SMoGTransform attribute) (lightly.transforms.swav_transform.SwaVTransform attribute) (lightly.transforms.vicreg_transform.VICRegTransform attribute) (lightly.transforms.vicregl_transform.VICRegLTransform attribute) CO2Regularizer (class in lightly.loss.regularizer.co2) concat_all_gather() (in module lightly.models.utils) conditional (lightly.models.modules.world_model.predictor.LatentDynamicsPredictor attribute) crop_cli() (in module lightly.cli.crop_cli) crop_counts (lightly.transforms.multi_crop_transform.MultiCropTranform attribute) (lightly.transforms.smog_transform.SMoGTransform attribute) (lightly.transforms.swav_transform.SwaVTransform attribute) crop_max_scales (lightly.transforms.multi_crop_transform.MultiCropTranform attribute) (lightly.transforms.smog_transform.SMoGTransform attribute) (lightly.transforms.swav_transform.SwaVTransform attribute) crop_min_scales (lightly.transforms.multi_crop_transform.MultiCropTranform attribute) (lightly.transforms.smog_transform.SMoGTransform attribute) (lightly.transforms.swav_transform.SwaVTransform attribute) crop_size (lightly.transforms.jigsaw.Jigsaw attribute) crop_sizes (lightly.transforms.multi_crop_transform.MultiCropTranform attribute) (lightly.transforms.smog_transform.SMoGTransform attribute) (lightly.transforms.swav_transform.SwaVTransform attribute)

D

DCLLoss (class in lightly.loss.dcl_loss) DCLWLoss (class in lightly.loss.dcl_loss) deactivate_requires_grad() (in module lightly.models.utils) degrees (lightly.transforms.rotation.RandomRotateDegrees attribute) DenseCLProjectionHead (class in lightly.models.modules.heads) DenseCLTransform (class in lightly.transforms.densecl_transform) DetConBLoss (class in lightly.loss.detcon_loss) DetConSLoss (class in lightly.loss.detcon_loss)

DetConSTransform (class in lightly.transforms.detcon_transform) DetConSViewTransform (class in lightly.transforms.detcon_transform) DINOLoss (class in lightly.loss.dino_loss) DINOProjectionHead (class in lightly.models.modules.heads) DINOTransform (class in lightly.transforms.dino_transform) DINOv2ProjectionHead (class in lightly.models.modules.heads) DINOViewTransform (class in lightly.transforms.dino_transform) DSERegularizer (class in lightly.loss.regularizer.dse) dump() (lightly.data.dataset.LightlyDataset method)

E

embed_cli() (in module lightly.cli.embed_cli) embed_images() (in module lightly.core) eps (lightly.loss.koleo_loss.KoLeoLoss attribute) (lightly.loss.vicreg_loss.VICRegLoss attribute) (lightly.loss.vicregl_loss.VICRegLLoss attribute) (lightly.loss.visreg_loss.VISRegLoss attribute) (lightly.utils.embeddings_2d.PCA attribute)

expand_index_like() (in module lightly.models.utils) eye_rank() (in module lightly.utils.dist)

F

FastSiamTransform (class in lightly.transforms.fast_siam_transform) FDATransform (class in lightly.transforms.fda_transform) FDAView1Transform (class in lightly.transforms.fda_transform) FDAView2Transform (class in lightly.transforms.fda_transform) feature_dim_first (lightly.loss.memory_bank.MemoryBankModule attribute) fit() (lightly.utils.embeddings_2d.PCA method) fit_pca() (in module lightly.utils.embeddings_2d) focal_crop_scale (lightly.transforms.msn_transform.MSNTransform attribute) focal_size (lightly.transforms.msn_transform.MSNTransform attribute) focal_views (lightly.transforms.msn_transform.MSNTransform attribute) forward() (lightly.loss.barlow_twins_loss.BarlowTwinsLoss method) (lightly.loss.dcl_loss.DCLLoss method) (lightly.loss.detcon_loss.DetConBLoss method) (lightly.loss.detcon_loss.DetConSLoss method) (lightly.loss.dino_loss.DINOLoss method) (lightly.loss.frossl_loss.FroSSLLoss method) (lightly.loss.hypersphere_loss.HypersphereLoss method) (lightly.loss.ibot_loss.IBOTPatchLoss method) (lightly.loss.ibot_loss.IBOTPlusPlusPatchLoss method) (lightly.loss.koleo_loss.KoLeoLoss method) (lightly.loss.lejepa_loss.LeJEPALoss method) (lightly.loss.lejepa_loss.SIGReg method) (lightly.loss.lewm_loss.LeWMLoss method) (lightly.loss.memory_bank.MemoryBankModule method) (lightly.loss.mmcr_loss.MMCRLoss method) (lightly.loss.msn_loss.MSNLoss method) (lightly.loss.negative_cosine_similarity.NegativeCosineSimilarity method) (lightly.loss.ntx_ent_loss.NTXentLoss method) (lightly.loss.patch_kernel_alignment_loss.PatchKernelAlignmentLoss method) (lightly.loss.regularizer.co2.CO2Regularizer method) (lightly.loss.regularizer.dse.DSERegularizer method) (lightly.loss.swav_loss.SwaVLoss method) (lightly.loss.tico_loss.TiCoLoss method) (lightly.loss.vicreg_loss.VICRegLoss method) (lightly.loss.vicregl_loss.VICRegLLoss method) (lightly.loss.visreg_loss.VISRegLoss method) (lightly.models.modules.heads.CAPIProjectionHead method) (lightly.models.modules.heads.DINOProjectionHead method) (lightly.models.modules.heads.DINOv2ProjectionHead method) (lightly.models.modules.heads.ProjectionHead method) (lightly.models.modules.heads.SMoGPrototypes method) (lightly.models.modules.heads.SwaVPrototypes method) (lightly.models.modules.nn_memory_bank.NNMemoryBankModule method) (lightly.models.modules.world_model.conditioning.ActionEncoder method) (lightly.models.modules.world_model.predictor.LatentDynamicsPredictor method) (lightly.models.modules.world_model.predictor.PredictorBlock method) (lightly.models.resnet.BasicBlock method) (lightly.models.resnet.Bottleneck method) (lightly.models.resnet.ResNet method) (lightly.transforms.random_crop_and_flip_with_grid.RandomHorizontalFlipWithLocation method) (lightly.transforms.random_crop_and_flip_with_grid.RandomResizedCropAndFlip method) (lightly.transforms.random_crop_and_flip_with_grid.RandomResizedCropWithLocation method) (lightly.transforms.random_crop_and_flip_with_grid.RandomVerticalFlipWithLocation method) (lightly.utils.dist.GatherLayer static method)

forward_components() (lightly.loss.visreg_loss.VISRegLoss method) freeze_last_layer (lightly.models.modules.heads.DINOProjectionHead attribute) from_torch_dataset() (lightly.data.dataset.LightlyDataset class method) FroSSLLoss (class in lightly.loss.frossl_loss)

G

gather() (in module lightly.utils.dist) gather_distributed (lightly.loss.dcl_loss.DCLLoss attribute) (lightly.loss.dcl_loss.DCLWLoss attribute) (lightly.loss.detcon_loss.DetConBLoss attribute) (lightly.loss.detcon_loss.DetConSLoss attribute) (lightly.loss.lejepa_loss.SIGReg attribute) (lightly.loss.memory_bank.MemoryBankModule attribute) (lightly.loss.msn_loss.MSNLoss attribute) (lightly.loss.ntx_ent_loss.NTXentLoss attribute) (lightly.loss.pmsn_loss.PMSNCustomLoss attribute) (lightly.loss.pmsn_loss.PMSNLoss attribute) (lightly.loss.vicreg_loss.VICRegLoss attribute) (lightly.loss.vicregl_loss.VICRegLLoss attribute) (lightly.loss.visreg_loss.VISRegLoss attribute) GatherLayer (class in lightly.utils.dist) gaussian_blur (lightly.transforms.densecl_transform.DenseCLTransform attribute) (lightly.transforms.dino_transform.DINOTransform attribute) (lightly.transforms.fast_siam_transform.FastSiamTransform attribute) (lightly.transforms.ibot_transform.IBOTTransform attribute) (lightly.transforms.moco_transform.MoCoV1Transform attribute) (lightly.transforms.moco_transform.MoCoV2Transform attribute) (lightly.transforms.msn_transform.MSNTransform attribute) (lightly.transforms.simsiam_transform.SimSiamTransform attribute) (lightly.transforms.swav_transform.SwaVTransform attribute) (lightly.transforms.vicreg_transform.VICRegTransform attribute) gaussian_blur_probs (lightly.transforms.smog_transform.SMoGTransform attribute) gaussian_blur_sigmas (lightly.transforms.smog_transform.SMoGTransform attribute)

gaussian_blur_t1 (lightly.transforms.detcon_transform.DetConSTransform attribute) gaussian_blur_t2 (lightly.transforms.detcon_transform.DetConSTransform attribute) GaussianBlur (class in lightly.transforms.gaussian_blur) generate_grid_of_augmented_images() (in module lightly.utils.debug) get_1d_sine_cosine_positional_embedding_from_positions() (in module lightly.models.utils) get_2d_sincos_pos_embed() (in module lightly.models.utils) get_2d_sine_cosine_positional_embedding() (in module lightly.models.utils) get_2d_sine_cosine_positional_embedding_from_grid() (in module lightly.models.utils) get_at_index() (in module lightly.models.utils) get_filenames() (lightly.data.dataset.LightlyDataset method) get_filepath_from_filename() (lightly.data.dataset.LightlyDataset method) get_named_leaf_modules() (in module lightly.models.utils) get_params() (lightly.transforms.random_crop_and_flip_with_grid.RandomResizedCropWithLocation static method) get_updated_group_features() (lightly.models.modules.heads.SMoGPrototypes method) get_weight_decay_parameters() (in module lightly.models.utils) global_clusters (lightly.loss.regularizer.dse.DSERegularizer attribute) global_crop_scale (lightly.transforms.dino_transform.DINOTransform attribute) (lightly.transforms.ibot_transform.IBOTTransform attribute) (lightly.transforms.vicregl_transform.VICRegLTransform attribute) global_crop_size (lightly.transforms.dino_transform.DINOTransform attribute) (lightly.transforms.ibot_transform.IBOTTransform attribute) (lightly.transforms.vicregl_transform.VICRegLTransform attribute) global_gaussian_blur_prob (lightly.transforms.vicregl_transform.VICRegLTransform attribute) global_gaussian_blur_sigmas (lightly.transforms.vicregl_transform.VICRegLTransform attribute) global_grid_size (lightly.transforms.vicregl_transform.VICRegLTransform attribute) global_solarize_prob (lightly.transforms.vicregl_transform.VICRegLTransform attribute) grid_size (lightly.transforms.detcon_transform.DetConSTransform attribute)

H

hf_prob (lightly.transforms.densecl_transform.DenseCLTransform attribute) (lightly.transforms.detcon_transform.DetConSTransform attribute) (lightly.transforms.dino_transform.DINOTransform attribute) (lightly.transforms.fast_siam_transform.FastSiamTransform attribute) (lightly.transforms.ibot_transform.IBOTTransform attribute) (lightly.transforms.moco_transform.MoCoV1Transform attribute) (lightly.transforms.moco_transform.MoCoV2Transform attribute) (lightly.transforms.msn_transform.MSNTransform attribute) (lightly.transforms.pirl_transform.PIRLTransform attribute) (lightly.transforms.simsiam_transform.SimSiamTransform attribute) (lightly.transforms.smog_transform.SMoGTransform attribute) (lightly.transforms.swav_transform.SwaVTransform attribute) (lightly.transforms.vicreg_transform.VICRegTransform attribute) (lightly.transforms.vicregl_transform.VICRegLTransform attribute)

hidden_dim (lightly.models.modules.heads.DINOProjectionHead attribute) (lightly.models.modules.heads.MSNProjectionHead attribute) HypersphereLoss (class in lightly.loss.hypersphere_loss)

I

IBOTPatchLoss (class in lightly.loss.ibot_loss) IBOTPlusPlusPatchLoss (class in lightly.loss.ibot_loss) IBOTTransform (class in lightly.transforms.ibot_transform) IBOTViewTransform (class in lightly.transforms.ibot_transform) IJEPAMaskCollator (class in lightly.data.ijepa_collate) ImageGridTransform (class in lightly.transforms.image_grid_transform) img_size (lightly.transforms.jigsaw.Jigsaw attribute) in_planes (lightly.models.resnet.BasicBlock attribute) (lightly.models.resnet.Bottleneck attribute) initialize_2d_sine_cosine_positional_embedding() (in module lightly.models.utils) initialize_learnable_positional_embedding() (in module lightly.models.utils) initialize_positional_embedding() (in module lightly.models.utils) input_dim (lightly.models.modules.heads.CAPIProjectionHead attribute) (lightly.models.modules.heads.DINOProjectionHead attribute) (lightly.models.modules.heads.MSNProjectionHead attribute) (lightly.models.modules.heads.SwaVPrototypes attribute) (lightly.models.modules.world_model.predictor.LatentDynamicsPredictor attribute)

input_size (lightly.transforms.densecl_transform.DenseCLTransform attribute) (lightly.transforms.detcon_transform.DetConSTransform attribute) (lightly.transforms.fast_siam_transform.FastSiamTransform attribute) (lightly.transforms.mae_transform.MAETransform attribute) (lightly.transforms.moco_transform.MoCoV1Transform attribute) (lightly.transforms.moco_transform.MoCoV2Transform attribute) (lightly.transforms.pirl_transform.PIRLTransform attribute) (lightly.transforms.simsiam_transform.SimSiamTransform attribute) (lightly.transforms.vicreg_transform.VICRegTransform attribute) invariance_weight (lightly.loss.frossl_loss.FroSSLLoss attribute)

J

Jigsaw (class in lightly.transforms.jigsaw)

K

k (lightly.transforms.mmcr_transform.MMCRTransform attribute)

kernel_size (lightly.transforms.detcon_transform.DetConSTransform attribute) KoLeoLoss (class in lightly.loss.koleo_loss)

L

lambda_center (lightly.loss.visreg_loss.VISRegLoss attribute) lambda_param (lightly.loss.lejepa_loss.LeJEPALoss attribute) (lightly.loss.lewm_loss.LeWMLoss attribute) (lightly.loss.vicreg_loss.VICRegLoss attribute) (lightly.loss.vicregl_loss.VICRegLLoss attribute) (lightly.loss.visreg_loss.VISRegLoss attribute) lambda_scale (lightly.loss.visreg_loss.VISRegLoss attribute) lambda_shape (lightly.loss.visreg_loss.VISRegLoss attribute) LatentDynamicsPredictor (class in lightly.models.modules.world_model.predictor) layers (lightly.models.resnet.ResNet attribute) LeJEPALoss (class in lightly.loss.lejepa_loss) LeJEPAProjectionHead (class in lightly.models.modules.heads) LeWMLoss (class in lightly.loss.lewm_loss) LeWMProjectionHead (class in lightly.models.modules.heads) lightly module lightly.cli module lightly.cli.crop_cli module lightly.cli.embed_cli module lightly.cli.lightly_cli module lightly.cli.train_cli module lightly.cli.version_cli module lightly.core module lightly.data module lightly.data.dataset module lightly.loss module lightly.models module lightly.models.modules module lightly.models.modules.heads module lightly.models.modules.nn_memory_bank module lightly.models.modules.world_model module lightly.models.resnet module lightly.models.utils module lightly.models.zoo module lightly.transforms module lightly.transforms.add_grid_transform module lightly.transforms.byol_transform module lightly.transforms.densecl_transform module lightly.transforms.detcon_transform module lightly.transforms.dino_transform module lightly.transforms.fast_siam_transform module lightly.transforms.fda_transform module lightly.transforms.gaussian_blur module lightly.transforms.ibot_transform module

lightly.transforms.image_grid_transform module lightly.transforms.jigsaw module lightly.transforms.mae_transform module lightly.transforms.mmcr_transform module lightly.transforms.moco_transform module lightly.transforms.msn_transform module lightly.transforms.multi_crop_transform module lightly.transforms.multi_view_transform module lightly.transforms.multi_view_transform_v2 module lightly.transforms.pirl_transform module lightly.transforms.random_crop_and_flip_with_grid module lightly.transforms.rotation module lightly.transforms.simclr_transform module lightly.transforms.simsiam_transform module lightly.transforms.smog_transform module lightly.transforms.solarize module lightly.transforms.swav_transform module lightly.transforms.utils module lightly.transforms.vicreg_transform module lightly.transforms.vicregl_transform module lightly.utils module lightly.utils.benchmarking module lightly.utils.debug module lightly.utils.dist module lightly.utils.embeddings_2d module lightly.utils.io module lightly.utils.reordering module lightly.utils.version_compare module lightly_cli() (in module lightly.cli.lightly_cli) LightlyDataset (class in lightly.data.dataset) load_embeddings() (in module lightly.utils.io) load_embeddings_as_dict() (in module lightly.utils.io) local_clusters (lightly.loss.regularizer.dse.DSERegularizer attribute) local_crop_scale (lightly.transforms.dino_transform.DINOTransform attribute) (lightly.transforms.ibot_transform.IBOTTransform attribute) (lightly.transforms.vicregl_transform.VICRegLTransform attribute) local_crop_size (lightly.transforms.dino_transform.DINOTransform attribute) (lightly.transforms.ibot_transform.IBOTTransform attribute) (lightly.transforms.vicregl_transform.VICRegLTransform attribute) local_gaussian_blur_prob (lightly.transforms.vicregl_transform.VICRegLTransform attribute) local_gaussian_blur_sigmas (lightly.transforms.vicregl_transform.VICRegLTransform attribute) local_grid_size (lightly.transforms.vicregl_transform.VICRegLTransform attribute) local_solarize_prob (lightly.transforms.vicregl_transform.VICRegLTransform attribute) Location (class in lightly.transforms.random_crop_and_flip_with_grid) location_to_NxN_grid() (lightly.transforms.random_crop_and_flip_with_grid.RandomResizedCropAndFlip method)

M

MAETransform (class in lightly.transforms.mae_transform) mask_at_index() (in module lightly.models.utils) mask_bool() (in module lightly.models.utils) mask_fn (lightly.transforms.detcon_transform.DetConSTransform attribute) max_kmeans_iters (lightly.loss.regularizer.dse.DSERegularizer attribute) mean (lightly.utils.embeddings_2d.PCA attribute) memory_bank_size (lightly.loss.ntx_ent_loss.NTXentLoss attribute) (lightly.loss.regularizer.co2.CO2Regularizer attribute) MemoryBankModule (class in lightly.loss.memory_bank) min_scale (lightly.transforms.densecl_transform.DenseCLTransform attribute) (lightly.transforms.detcon_transform.DetConSTransform attribute) (lightly.transforms.fast_siam_transform.FastSiamTransform attribute) (lightly.transforms.mae_transform.MAETransform attribute) (lightly.transforms.moco_transform.MoCoV1Transform attribute) (lightly.transforms.moco_transform.MoCoV2Transform attribute) (lightly.transforms.pirl_transform.PIRLTransform attribute) (lightly.transforms.simsiam_transform.SimSiamTransform attribute) (lightly.transforms.vicreg_transform.VICRegTransform attribute) mlp (lightly.models.modules.world_model.conditioning.ActionEncoder attribute) MMCRLoss (class in lightly.loss.mmcr_loss) MMCRProjectionHead (class in lightly.models.modules.heads) MMCRTransform (class in lightly.transforms.mmcr_transform) MoCoProjectionHead (class in lightly.models.modules.heads) MoCoV1Transform (class in lightly.transforms.moco_transform) MoCoV2Transform (class in lightly.transforms.moco_transform) module lightly lightly.cli lightly.cli.crop_cli lightly.cli.embed_cli lightly.cli.lightly_cli lightly.cli.train_cli lightly.cli.version_cli lightly.core lightly.data lightly.data.dataset lightly.loss lightly.models lightly.models.modules lightly.models.modules.heads lightly.models.modules.nn_memory_bank lightly.models.modules.world_model lightly.models.resnet lightly.models.utils lightly.models.zoo lightly.transforms lightly.transforms.add_grid_transform lightly.transforms.byol_transform lightly.transforms.densecl_transform lightly.transforms.detcon_transform lightly.transforms.dino_transform lightly.transforms.fast_siam_transform lightly.transforms.fda_transform lightly.transforms.gaussian_blur lightly.transforms.ibot_transform lightly.transforms.image_grid_transform lightly.transforms.jigsaw lightly.transforms.mae_transform lightly.transforms.mmcr_transform lightly.transforms.moco_transform lightly.transforms.msn_transform lightly.transforms.multi_crop_transform lightly.transforms.multi_view_transform lightly.transforms.multi_view_transform_v2 lightly.transforms.pirl_transform lightly.transforms.random_crop_and_flip_with_grid lightly.transforms.rotation lightly.transforms.simclr_transform lightly.transforms.simsiam_transform lightly.transforms.smog_transform lightly.transforms.solarize lightly.transforms.swav_transform lightly.transforms.utils lightly.transforms.vicreg_transform lightly.transforms.vicregl_transform lightly.utils lightly.utils.benchmarking lightly.utils.debug lightly.utils.dist lightly.utils.embeddings_2d lightly.utils.io lightly.utils.reordering lightly.utils.version_compare

most_similar_index() (in module lightly.models.utils) MSNLoss (class in lightly.loss.msn_loss) MSNProjectionHead (class in lightly.models.modules.heads) MSNTransform (class in lightly.transforms.msn_transform) MSNViewTransform (class in lightly.transforms.msn_transform) mu_param (lightly.loss.vicreg_loss.VICRegLoss attribute) (lightly.loss.vicregl_loss.VICRegLLoss attribute) MultiCropTranform (class in lightly.transforms.multi_crop_transform) MultiViewCollate (class in lightly.data.multi_view_collate) MultiViewTransform (class in lightly.transforms.multi_view_transform) MultiViewTransformV2 (class in lightly.transforms.multi_view_transform_v2)

N

n_components (lightly.utils.embeddings_2d.PCA attribute) n_global_views (lightly.transforms.vicregl_transform.VICRegLTransform attribute) n_grid (lightly.transforms.jigsaw.Jigsaw attribute) (lightly.transforms.pirl_transform.PIRLTransform attribute) n_local_views (lightly.transforms.dino_transform.DINOTransform attribute) (lightly.transforms.ibot_transform.IBOTTransform attribute) (lightly.transforms.vicregl_transform.VICRegLTransform attribute) n_prototypes (lightly.models.modules.heads.SwaVPrototypes attribute) n_steps_frozen_prototypes (lightly.models.modules.heads.SwaVPrototypes attribute) nearest_neighbors() (in module lightly.models.utils) NegativeCosineSimilarity (class in lightly.loss.negative_cosine_similarity) NNCLRPredictionHead (class in lightly.models.modules.heads) NNCLRProjectionHead (class in lightly.models.modules.heads) NNMemoryBankModule (class in lightly.models.modules.nn_memory_bank) norm_last_layer (lightly.models.modules.heads.DINOProjectionHead attribute) normalize (lightly.loss.lewm_loss.LeWMLoss attribute) (lightly.loss.regularizer.dse.DSERegularizer attribute) (lightly.transforms.densecl_transform.DenseCLTransform attribute) (lightly.transforms.detcon_transform.DetConSTransform attribute) (lightly.transforms.dino_transform.DINOTransform attribute) (lightly.transforms.fast_siam_transform.FastSiamTransform attribute) (lightly.transforms.ibot_transform.IBOTTransform attribute) (lightly.transforms.mae_transform.MAETransform attribute) (lightly.transforms.moco_transform.MoCoV1Transform attribute) (lightly.transforms.moco_transform.MoCoV2Transform attribute) (lightly.transforms.msn_transform.MSNTransform attribute) (lightly.transforms.pirl_transform.PIRLTransform attribute) (lightly.transforms.simsiam_transform.SimSiamTransform attribute) (lightly.transforms.smog_transform.SMoGTransform attribute) (lightly.transforms.swav_transform.SwaVTransform attribute) (lightly.transforms.vicreg_transform.VICRegTransform attribute) (lightly.transforms.vicregl_transform.VICRegLTransform attribute)

normalize() (lightly.models.modules.heads.SwaVPrototypes method) normalize_mean_var() (in module lightly.models.utils) normalize_weight() (in module lightly.models.utils) NTXentLoss (class in lightly.loss.ntx_ent_loss) nu_param (lightly.loss.vicreg_loss.VICRegLoss attribute) (lightly.loss.vicregl_loss.VICRegLLoss attribute) num_classes (lightly.models.resnet.ResNet attribute) num_clusters (lightly.models.modules.heads.CAPIProjectionHead attribute) num_cols (lightly.transforms.add_grid_transform.AddGridTransform attribute) num_frames (lightly.models.modules.world_model.predictor.LatentDynamicsPredictor attribute) num_matches (lightly.loss.vicregl_loss.VICRegLLoss attribute) num_rows (lightly.transforms.add_grid_transform.AddGridTransform attribute) num_slices (lightly.loss.visreg_loss.VISRegLoss attribute) num_vectors (lightly.loss.lejepa_loss.SIGReg attribute) num_views (lightly.transforms.fast_siam_transform.FastSiamTransform attribute)

O

output_dim (lightly.loss.dino_loss.DINOLoss attribute) (lightly.loss.ibot_loss.IBOTPatchLoss attribute) (lightly.models.modules.heads.DINOProjectionHead attribute) (lightly.models.modules.heads.MSNProjectionHead attribute) (lightly.models.modules.world_model.conditioning.ActionEncoder attribute) (lightly.models.modules.world_model.predictor.LatentDynamicsPredictor attribute)

P

p (lightly.loss.koleo_loss.KoLeoLoss attribute) patchify() (in module lightly.models.utils) PatchKernelAlignmentLoss (class in lightly.loss.patch_kernel_alignment_loss) PCA (class in lightly.utils.embeddings_2d) phi (lightly.loss.lejepa_loss.SIGReg attribute) PIRLTransform (class in lightly.transforms.pirl_transform) planes (lightly.models.resnet.BasicBlock attribute) (lightly.models.resnet.Bottleneck attribute) plot_augmented_images() (in module lightly.utils.debug) PMSNCustomLoss (class in lightly.loss.pmsn_loss)

PMSNLoss (class in lightly.loss.pmsn_loss) pool_masked() (in module lightly.models.utils) power_law_exponent (lightly.loss.pmsn_loss.PMSNLoss attribute) PredictorBlock (class in lightly.models.modules.world_model.predictor) prepend_class_token() (in module lightly.models.utils) prob (lightly.transforms.gaussian_blur.GaussianBlur attribute) (lightly.transforms.rotation.RandomRotate attribute) (lightly.transforms.rotation.RandomRotateDegrees attribute) probability (lightly.transforms.solarize.RandomSolarization attribute) ProjectionHead (class in lightly.models.modules.heads)

R

random_block_mask() (in module lightly.models.utils) random_block_mask_image() (in module lightly.models.utils) random_crop_scale (lightly.transforms.msn_transform.MSNTransform attribute) random_gray_scale (lightly.transforms.densecl_transform.DenseCLTransform attribute) (lightly.transforms.detcon_transform.DetConSTransform attribute) (lightly.transforms.dino_transform.DINOTransform attribute) (lightly.transforms.fast_siam_transform.FastSiamTransform attribute) (lightly.transforms.ibot_transform.IBOTTransform attribute) (lightly.transforms.moco_transform.MoCoV1Transform attribute) (lightly.transforms.moco_transform.MoCoV2Transform attribute) (lightly.transforms.msn_transform.MSNTransform attribute) (lightly.transforms.pirl_transform.PIRLTransform attribute) (lightly.transforms.simsiam_transform.SimSiamTransform attribute) (lightly.transforms.smog_transform.SMoGTransform attribute) (lightly.transforms.swav_transform.SwaVTransform attribute) (lightly.transforms.vicreg_transform.VICRegTransform attribute) (lightly.transforms.vicregl_transform.VICRegLTransform attribute) random_grid_token_mask() (in module lightly.models.utils) random_inverse_block_mask() (in module lightly.models.utils) random_prefix_mask() (in module lightly.models.utils) random_size (lightly.transforms.msn_transform.MSNTransform attribute) random_token_mask() (in module lightly.models.utils) random_views (lightly.transforms.msn_transform.MSNTransform attribute) RandomHorizontalFlipWithLocation (class in lightly.transforms.random_crop_and_flip_with_grid) RandomResizedCropAndFlip (class in lightly.transforms.random_crop_and_flip_with_grid) RandomResizedCropWithLocation (class in lightly.transforms.random_crop_and_flip_with_grid) RandomRotate (class in lightly.transforms.rotation) RandomRotateDegrees (class in lightly.transforms.rotation) RandomSolarization (class in lightly.transforms.solarize) RandomVerticalFlipWithLocation (class in lightly.transforms.random_crop_and_flip_with_grid)

rank() (in module lightly.utils.dist) rank_zero_only() (in module lightly.utils.dist) regularization_loss() (lightly.loss.msn_loss.MSNLoss method) (lightly.loss.pmsn_loss.PMSNCustomLoss method) (lightly.loss.pmsn_loss.PMSNLoss method) regularization_weight (lightly.loss.msn_loss.MSNLoss attribute) (lightly.loss.pmsn_loss.PMSNCustomLoss attribute) (lightly.loss.pmsn_loss.PMSNLoss attribute) repeat_interleave_batch() (in module lightly.models.utils) repeat_token() (in module lightly.models.utils) ResNet (class in lightly.models.resnet) ResNetGenerator() (in module lightly.models.resnet) rollout() (lightly.models.modules.world_model.predictor.LatentDynamicsPredictor method) rr_degrees (lightly.transforms.densecl_transform.DenseCLTransform attribute) (lightly.transforms.detcon_transform.DetConSTransform attribute) (lightly.transforms.dino_transform.DINOTransform attribute) (lightly.transforms.fast_siam_transform.FastSiamTransform attribute) (lightly.transforms.moco_transform.MoCoV1Transform attribute) (lightly.transforms.moco_transform.MoCoV2Transform attribute) (lightly.transforms.simsiam_transform.SimSiamTransform attribute) (lightly.transforms.swav_transform.SwaVTransform attribute) (lightly.transforms.vicreg_transform.VICRegTransform attribute) rr_prob (lightly.transforms.densecl_transform.DenseCLTransform attribute) (lightly.transforms.detcon_transform.DetConSTransform attribute) (lightly.transforms.dino_transform.DINOTransform attribute) (lightly.transforms.fast_siam_transform.FastSiamTransform attribute) (lightly.transforms.moco_transform.MoCoV1Transform attribute) (lightly.transforms.moco_transform.MoCoV2Transform attribute) (lightly.transforms.simsiam_transform.SimSiamTransform attribute) (lightly.transforms.swav_transform.SwaVTransform attribute) (lightly.transforms.vicreg_transform.VICRegTransform attribute)

S

save_embeddings() (in module lightly.utils.io) save_schema() (in module lightly.utils.io) save_tasks() (in module lightly.utils.io) select_most_similar() (in module lightly.models.utils) set_at_index() (in module lightly.models.utils) set_group_features() (lightly.models.modules.heads.SMoGPrototypes method) sigma (lightly.loss.dcl_loss.DCLWLoss attribute) sigmas (lightly.transforms.densecl_transform.DenseCLTransform attribute) (lightly.transforms.detcon_transform.DetConSTransform attribute) (lightly.transforms.dino_transform.DINOTransform attribute) (lightly.transforms.fast_siam_transform.FastSiamTransform attribute) (lightly.transforms.gaussian_blur.GaussianBlur attribute) (lightly.transforms.ibot_transform.IBOTTransform attribute) (lightly.transforms.moco_transform.MoCoV1Transform attribute) (lightly.transforms.moco_transform.MoCoV2Transform attribute) (lightly.transforms.msn_transform.MSNTransform attribute) (lightly.transforms.simsiam_transform.SimSiamTransform attribute) (lightly.transforms.swav_transform.SwaVTransform attribute) (lightly.transforms.vicreg_transform.VICRegTransform attribute) SIGReg (class in lightly.loss.lejepa_loss) sigreg (lightly.loss.lejepa_loss.LeJEPALoss attribute) (lightly.loss.lewm_loss.LeWMLoss attribute) SimCLRProjectionHead (class in lightly.models.modules.heads) SimCLRTransform (class in lightly.transforms.simclr_transform) SimCLRViewTransform (class in lightly.transforms.simclr_transform) SimSiamPredictionHead (class in lightly.models.modules.heads) SimSiamProjectionHead (class in lightly.models.modules.heads) SimSiamTransform (class in lightly.transforms.simsiam_transform) SimSiamViewTransform (class in lightly.transforms.simsiam_transform)

sinkhorn_epsilon (lightly.loss.swav_loss.SwaVLoss attribute) sinkhorn_gather_distributed (lightly.loss.swav_loss.SwaVLoss attribute) sinkhorn_iterations (lightly.loss.msn_loss.MSNLoss attribute) (lightly.loss.pmsn_loss.PMSNCustomLoss attribute) (lightly.loss.pmsn_loss.PMSNLoss attribute) (lightly.loss.swav_loss.SwaVLoss attribute) size (lightly.loss.memory_bank.MemoryBankModule attribute) (lightly.models.modules.nn_memory_bank.NNMemoryBankModule attribute) SMoGPredictionHead (class in lightly.models.modules.heads) SMoGProjectionHead (class in lightly.models.modules.heads) SMoGPrototypes (class in lightly.models.modules.heads) SMoGTransform (class in lightly.transforms.smog_transform) SmoGViewTransform (class in lightly.transforms.smog_transform) solarization (lightly.transforms.dino_transform.DINOTransform attribute) (lightly.transforms.ibot_transform.IBOTTransform attribute) solarize_prob (lightly.transforms.vicreg_transform.VICRegTransform attribute) solarize_probs (lightly.transforms.smog_transform.SMoGTransform attribute) sort_items_by_keys() (in module lightly.utils.reordering) std_of_l2_normalized() (in module lightly.utils.debug) stride (lightly.models.resnet.BasicBlock attribute) (lightly.models.resnet.Bottleneck attribute) student_temp (lightly.loss.dino_loss.DINOLoss attribute) (lightly.loss.ibot_loss.IBOTPatchLoss attribute) subloss() (lightly.loss.swav_loss.SwaVLoss method) SwaVLoss (class in lightly.loss.swav_loss) SwaVProjectionHead (class in lightly.models.modules.heads) SwaVPrototypes (class in lightly.models.modules.heads) SwaVTransform (class in lightly.transforms.swav_transform) SwaVViewTransform (class in lightly.transforms.swav_transform)

T

t (lightly.loss.lejepa_loss.SIGReg attribute) t_consistency (lightly.loss.regularizer.co2.CO2Regularizer attribute) target_distribution (lightly.loss.pmsn_loss.PMSNCustomLoss attribute) teacher_temp (lightly.loss.dino_loss.DINOLoss attribute) (lightly.loss.ibot_loss.IBOTPatchLoss attribute) teacher_temp_schedule (lightly.loss.dino_loss.DINOLoss attribute) temperature (lightly.loss.dcl_loss.DCLLoss attribute) (lightly.loss.dcl_loss.DCLWLoss attribute) (lightly.loss.detcon_loss.DetConBLoss attribute) (lightly.loss.detcon_loss.DetConSLoss attribute) (lightly.loss.msn_loss.MSNLoss attribute) (lightly.loss.ntx_ent_loss.NTXentLoss attribute) (lightly.loss.pmsn_loss.PMSNCustomLoss attribute) (lightly.loss.pmsn_loss.PMSNLoss attribute) (lightly.loss.swav_loss.SwaVLoss attribute)

threshold (lightly.transforms.solarize.RandomSolarization attribute) TiCoLoss (class in lightly.loss.tico_loss) TiCoProjectionHead (class in lightly.models.modules.heads) tol (lightly.loss.regularizer.dse.DSERegularizer attribute) train_cli() (in module lightly.cli.train_cli) train_embedding_model() (in module lightly.core) train_model_and_embed_images() (in module lightly.core) transform (lightly.data.dataset.LightlyDataset property) (lightly.transforms.jigsaw.Jigsaw attribute) (lightly.transforms.mmcr_transform.MMCRTransform attribute) transform() (lightly.transforms.add_grid_transform.AddGridTransform method) (lightly.utils.embeddings_2d.PCA method) transforms (lightly.transforms.image_grid_transform.ImageGridTransform attribute) (lightly.transforms.multi_crop_transform.MultiCropTranform attribute)

U

unpatchify() (in module lightly.models.utils) update_center() (lightly.loss.dino_loss.DINOLoss method)

update_drop_path_rate() (in module lightly.models.utils) update_momentum() (in module lightly.models.utils)

V

version_compare() (in module lightly.utils.version_compare) vf_prob (lightly.transforms.densecl_transform.DenseCLTransform attribute) (lightly.transforms.detcon_transform.DetConSTransform attribute) (lightly.transforms.dino_transform.DINOTransform attribute) (lightly.transforms.fast_siam_transform.FastSiamTransform attribute) (lightly.transforms.moco_transform.MoCoV1Transform attribute) (lightly.transforms.moco_transform.MoCoV2Transform attribute) (lightly.transforms.msn_transform.MSNTransform attribute) (lightly.transforms.simsiam_transform.SimSiamTransform attribute) (lightly.transforms.swav_transform.SwaVTransform attribute) (lightly.transforms.vicreg_transform.VICRegTransform attribute) VicRegLLocalProjectionHead (class in lightly.models.modules.heads)

VICRegLLoss (class in lightly.loss.vicregl_loss) VICRegLoss (class in lightly.loss.vicreg_loss) VICRegLTransform (class in lightly.transforms.vicregl_transform) VICRegLViewTransform (class in lightly.transforms.vicregl_transform) VICRegProjectionHead (class in lightly.models.modules.heads) VICRegTransform (class in lightly.transforms.vicreg_transform) VICRegViewTransform (class in lightly.transforms.vicreg_transform) view_1_transform (lightly.transforms.byol_transform.BYOLTransform attribute) (lightly.transforms.fda_transform.FDATransform attribute) view_2_transform (lightly.transforms.byol_transform.BYOLTransform attribute) (lightly.transforms.fda_transform.FDATransform attribute) VISRegLoss (class in lightly.loss.visreg_loss)

W

w (lightly.utils.embeddings_2d.PCA attribute) warmup_teacher_temp_epochs (lightly.loss.dino_loss.DINOLoss attribute) weight (lightly.loss.regularizer.dse.DSERegularizer attribute) weight_fn (lightly.loss.dcl_loss.DCLLoss attribute)

weight_norm (lightly.models.modules.heads.CAPIProjectionHead attribute) weights (lightly.loss.lejepa_loss.SIGReg attribute) width (lightly.models.resnet.ResNet attribute) world_size() (in module lightly.utils.dist)