Changelog of v0.x

v0.2.0 (11/10/2022)

New Features & Enhancements

• Add SMDDP backend and support running on AWS by @austinmw in https://github.com/open-mmlab/mmengine/pull/579

• Refactor FileIO but without breaking bc by @zhouzaida in https://github.com/open-mmlab/mmengine/pull/533

• Add test time augmentation base model by @HAOCHENYE in https://github.com/open-mmlab/mmengine/pull/538

• Use torch.lerp\_() to speed up EMA by @RangiLyu in https://github.com/open-mmlab/mmengine/pull/519

• Support converting BN to SyncBN by config by @HAOCHENYE in https://github.com/open-mmlab/mmengine/pull/506

• Support defining metric name in wandb backend by @okotaku in https://github.com/open-mmlab/mmengine/pull/509

• Add dockerfile by @zhouzaida in https://github.com/open-mmlab/mmengine/pull/347

Docs

• Fix API files of English documentation by @zhouzaida in https://github.com/open-mmlab/mmengine/pull/525

• Fix typo in instance_data.py by @Dai-Wenxun in https://github.com/open-mmlab/mmengine/pull/530

• Fix the docstring of the model sub-package by @zhouzaida in https://github.com/open-mmlab/mmengine/pull/573

• Fix a spelling error in docs/zh_cn by @cxiang26 in https://github.com/open-mmlab/mmengine/pull/548

• Fix typo in docstring by @MengzhangLI in https://github.com/open-mmlab/mmengine/pull/527

• Update config.md by @Zhengfei-0311 in https://github.com/open-mmlab/mmengine/pull/562

Bug Fixes

• Fix LogProcessor does not smooth loss if the name of loss doesn’t start with loss by @liuyanyi in https://github.com/open-mmlab/mmengine/pull/539

• Fix failed to enable detect_anomalous_params in MMSeparateDistributedDataParallel by @HAOCHENYE in https://github.com/open-mmlab/mmengine/pull/588

• Fix CheckpointHook behavior unexpected if given filename_tmpl argument by @C1rN09 in https://github.com/open-mmlab/mmengine/pull/518

• Fix error argument sequence in FSDP by @HAOCHENYE in https://github.com/open-mmlab/mmengine/pull/520

• Fix uploading image in wandb backend @okotaku in https://github.com/open-mmlab/mmengine/pull/510

• Fix loading state dictionary in EMAHook by @okotaku in https://github.com/open-mmlab/mmengine/pull/507

• Fix circle import in EMAHook by @HAOCHENYE in https://github.com/open-mmlab/mmengine/pull/523

• Fix unit test could fail caused by MultiProcessTestCase by @HAOCHENYE in https://github.com/open-mmlab/mmengine/pull/535

• Remove unnecessary “if statement” in Registry by @MambaWong in https://github.com/open-mmlab/mmengine/pull/536

• Fix _save_to_state_dict by @HAOCHENYE in https://github.com/open-mmlab/mmengine/pull/542

• Support comparing NumPy array dataset meta in Runner.resume by @HAOCHENYE in https://github.com/open-mmlab/mmengine/pull/511

• Use get instead of pop to dump runner_type in build_runner_from_cfg by @nijkah in https://github.com/open-mmlab/mmengine/pull/549

• Upgrade pre-commit hooks by @zhouzaida in https://github.com/open-mmlab/mmengine/pull/576

• Delete the error comment in registry.md by @vansin in https://github.com/open-mmlab/mmengine/pull/514

• Fix Some out-of-date unit tests by @C1rN09 in https://github.com/open-mmlab/mmengine/pull/586

• Fix typo in MMFullyShardedDataParallel by @yhna940 in https://github.com/open-mmlab/mmengine/pull/569

• Update Github Action CI and CircleCI by @zhouzaida in https://github.com/open-mmlab/mmengine/pull/512

• Fix unit test in windows by @HAOCHENYE in https://github.com/open-mmlab/mmengine/pull/515

• Fix merge ci & multiprocessing unit test by @HAOCHENYE in https://github.com/open-mmlab/mmengine/pull/529

New Contributors

• @okotaku made their first contribution in https://github.com/open-mmlab/mmengine/pull/510

• @MengzhangLI made their first contribution in https://github.com/open-mmlab/mmengine/pull/527

• @MambaWong made their first contribution in https://github.com/open-mmlab/mmengine/pull/536

• @cxiang26 made their first contribution in https://github.com/open-mmlab/mmengine/pull/548

• @nijkah made their first contribution in https://github.com/open-mmlab/mmengine/pull/549

• @Zhengfei-0311 made their first contribution in https://github.com/open-mmlab/mmengine/pull/562

• @austinmw made their first contribution in https://github.com/open-mmlab/mmengine/pull/579

• @yhna940 made their first contribution in https://github.com/open-mmlab/mmengine/pull/569

• @liuyanyi made their first contribution in https://github.com/open-mmlab/mmengine/pull/539