LightlyOne Worker 2.15 Release Notes

Recommended Lightly Python Client version with LightlyOne Worker 2.15.0 is 1.5.19

Click on the title to find detailed release notes!

Improvements

• Further speedups and a 10% reduction of memory usage for image and video datasets.
• Less computationally sensitive and better error message if embeddings are not perfectly normalized.
• We improved the reliability of long running runs which unexpecedly could error out due to connection issues with cloud buckets.
• Report.pdf now shows longer category names.

Potentially Breaking Changes

• pyav as well as cuda, torch and torchvision packages were updated. We consider this a safe change and have not seen any issues arise from this bump.

Deprecations

• ReportV1.json has been dropped in favor of reportv2.json . If you still rely on the reportv1.json artifact of a run, please use LightlyOne worker 2.14.1