MMEngine Release V0.3.0

Highlights

• Support running on Ascend chip.
• Support torch ZeroRedundancyOptimizer.
• Fix error calculation of eta_min in CosineRestartParamScheduler.

New Features & Enhancements

• Support running on Ascend chip by @wangjiangben-hw in #572
• Support torch ZeroRedundancyOptimizer by @nijkah in #551
• Add non-blocking feature to BaseDataPreprocessor by @shenmishajing in #618
• Add documents for clip_grad, and support clip grad by value. by @HAOCHENYE in #513
• Add ROCm info when collecting env by @zhouzaida in #633
• Add a function to mark the deprecated function. by @HAOCHENYE in #609
• Call register_all_modules in Registry.get() by @HAOCHENYE in #541
• Deprecate _save_to_state_dict implemented in mmengine by @HAOCHENYE in #610
• Add ignore_keys in ConcatDataset by @BIGWangYuDong in #556

Docs

• Fix cannot show changelog.md in chinese documents. by @HAOCHENYE in #606
• Fix Chinese docs whitespaces by @C1rN09 in #521
• Translate installation and 15_min by @xin-li-67 in #629
• Refine chinese doc by @Tau-J in #516
• Add MMYOLO link in README by @Xiangxu-0103 in #634
• Add MMEngine logo in docs by @zhouzaida in #641
• Fix docstring of BaseDataset by @HAOCHENYE in #656
• Fix docstring and documentation used for hub.get_model by @zengyh1900 in #659
• Fix typo in docs/zh_cn/advanced_tutorials/visualization.md by @MambaWong in #616
• Fix typo docstring of DefaultOptimWrapperConstructor by @triple-Mu in #644
• Fix typo in advanced tutorial by @cxiang26 in #650
• Fix typo in Config docstring by @sanbuphy in #654
• Fix typo in docs/zh_cn/tutorials/config.md by @Xiangxu-0103 in #596
• Fix typo in docs/zh_cn/tutorials/model.md by @C1rN09 in #598

Bug Fixes

• Fix error calculation of eta_min in CosineRestartParamScheduler by @Z-Fran in #639
• Fix BaseDataPreprocessor.cast_data could not handle string data by @HAOCHENYE in #602
• Make autocast compatible with mps by @HAOCHENYE in #587
• Fix error format of log message by @HAOCHENYE in #508
• Fix error implementation of is_model_wrapper by @HAOCHENYE in #640
• Fix VisBackend.add_config is not called by @shenmishajing in #613
• Change strict_load of EMAHook to False by default by @HAOCHENYE in #642
• Fix open encoding problem of Config in Windows by @sanbuphy in #648
• Fix the total number of iterations in log is a float number. by @jbwang1997 in #604
• Fix pip upgrade CI by @HAOCHENYE in #622

Contributors

A total of 26 developers contributed to this release.
Thanks @okotaku @xin-li-67 @nijkah @shenmishajing @triple-Mu @cxiang26 @Xiangxu-0103 @sanbuphy @austinmw @yhna940 @Zhengfei-0311 @liuyanyi @vansin @MambaWong @wangjiangben-hw @zengyh1900 @Tau-J @BIGWangYuDong @jbwang1997 @C1rN09 @RangiLyu @HAOCHENYE @zhouzaida @Dai-Wenxun @Z-Fran @MengzhangLI

New Contributors

• @shenmishajing made their first contribution in #618
• @Xiangxu-0103 made their first contribution in #596
• @Tau-J made their first contribution in #516
• @wangjiangben-hw made their first contribution in #572
• @triple-Mu made their first contribution in #644
• @sanbuphy made their first contribution in #648
• @Z-Fran made their first contribution in #639
• @BIGWangYuDong made their first contribution in #556
• @zengyh1900 made their first contribution in #659

Full Changelog: v0.2.0...v0.3.0