MMEngine Release V0.4.0

Highlights

• Registry supports importing modules automatically
• Upgrade the documentation and provide the English documentation
• Provide ProfileHook to profile the running process

New Features & Enhancements

• Add conf_path in PetrelBackend by @sunyc11 in #774
• Support multiple --cfg-options. by @mzr1996 in #759
• Support passing arguments to OptimWrapper.update_params by @twmht in #796
• Make get_torchvision_model compatible with torch 1.13 by @HAOCHENYE in #793
• Support flat_decay_mult and fix bias_decay_mult of depth-wise-conv in DefaultOptimWrapperConstructor by @RangiLyu in #771
• Registry supports importing modules automatically. by @RangiLyu in #643
• Add profiler hook functionality by @BayMaxBHL in #768
• Make TTAModel compatible with FSDP. by @HAOCHENYE in #611

Bug Fixes

• hub.get_model fails on some MMCls models by @C1rN09 in #784
• Fix BaseModel.to and BaseDataPreprocessor.to to make them consistent with torch.nn.Module by @C1rN09 in #783
• Fix creating a new logger at PretrainedInit by @xiexinch in #791
• Fix ZeroRedundancyOptimizer ambiguous error with param groups when PyTorch < 1.12.0 by @C1rN09 in #818
• Fix MessageHub set resumed key repeatedly by @HAOCHENYE in #839
• Add progress argument to load_from_http by @austinmw in #770
• Ensure metrics is not empty when saving best checkpoint by @zhouzaida in #849

Docs

• Add contributing.md by @HAOCHENYE in #754
• Add gif to 15 min tutorial by @HAOCHENYE in #748
• Refactor documentations and translate them to English by @zhouzaida in #786
• Fix document link by @MambaWong in #775
• Fix typos in EN contributing.md by @RangeKing in #792
• Translate data transform docs. by @mzr1996 in #737
• Replace markdown table with html table by @HAOCHENYE in #800
• Fix wrong example in Visualizer.draw_polygons by @lyviva in #798
• Fix docstring format and rescale the images by @zhouzaida in #802
• Fix failed link in registry by @zhouzaida in #811
• Fix typos by @shanmo in #814
• Fix wrong links and typos in docs by @shanmo in #815
• Translate save_gpu_memory.md by @xin-li-67 in #803
• Translate the documentation of hook design by @zhouzaida in #780
• Fix docstring format by @zhouzaida in #816
• Translate registry.md by @xin-li-67 in #817
• Update docstring of BaseDataElement by @Xiangxu-0103 in #836
• Fix typo by @Xiangxu-0103 in #841
• Update docstring of structures by @Xiangxu-0103 in #840
• Translate optim_wrapper.md by @xin-li-67 in #833
• Fix link error in initialize tutorial. by @HAOCHENYE in #843
• Fix table in initialized.md by @HAOCHENYE in #844

Contributors

A total of 16 developers contributed to this release. Thanks @BayMaxBHL, @RangeKing, @Xiangxu-0103, @xin-li-67, @twmht, @shanmo, @sunyc11, @lyviva, @austinmw, @xiexinch, @mzr1996, @RangiLyu, @MambaWong, @C1rN09, @zhouzaida, @HAOCHENYE

New Contributors

• @sunyc11 made their first contribution in #774
• @RangeKing made their first contribution in #792
• @lyviva made their first contribution in #798
• @twmht made their first contribution in #796
• @shanmo made their first contribution in #814
• @xiexinch made their first contribution in #791

Full Changelog: v0.3.2...v0.4.0