CHANGELOG.md

Changelog

v0.3.0 (14/10/2020)

Highlight

• Support Mixed Precision Training
• Improvement of GaussianBlur doubles the training speed
• More benchmarking results

Bug Fixes

• Fix bugs in moco v2, now the results are reproducible.
• Fix bugs in byol.

New Features

• Mixed Precision Training
• Improvement of GaussianBlur doubles the training speed of MoCo V2, SimCLR, BYOL
• More benchmarking results, including Places, VOC, COCO

v0.2.0 (26/6/2020)

Highlights

• Support BYOL
• Support semi-supervised benchmarks

Bug Fixes

• Fix hash id in publish_model.py

New Features

• Support BYOL.
• Separate train and test scripts in linear/semi evaluation.
• Support semi-supevised benchmarks: benchmarks/dist_train_semi.sh.
• Move benchmarks related configs into configs/benchmarks/.
• Provide benchmarking results and model download links.
• Support updating network every several interations.
• Support LARS optimizer with nesterov.
• Support excluding specific parameters from LARS adaptation and weight decay required in SimCLR and BYOL.