Mmengine

New Features & Enhancements

- Support custom `artifact_location` in MLflowVisBackend. by [daavoo](https://github.com/daavoo) in https://github.com/open-mmlab/mmengine/pull/1505
- Add the supported pytorch versions in README by [zhouzaida](https://github.com/zhouzaida) in https://github.com/open-mmlab/mmengine/pull/1512
- Perform evaluation upon training completion by [LZHgrla](https://github.com/LZHgrla) in https://github.com/open-mmlab/mmengine/pull/1529
- Enable `exclude_frozen_parameters` for `DeepSpeedEngine._zero3_consolidated_16bit_state_dict` by [LZHgrla](https://github.com/LZHgrla) in https://github.com/open-mmlab/mmengine/pull/1517

Bug Fixes

- Fix warning capture by [fanqiNO1](https://github.com/fanqiNO1) in https://github.com/open-mmlab/mmengine/pull/1494
- Remove codeowners file by [zhouzaida](https://github.com/zhouzaida) in https://github.com/open-mmlab/mmengine/pull/1496
- Fix config of readthedocs by [zhouzaida](https://github.com/zhouzaida) in https://github.com/open-mmlab/mmengine/pull/1511
- Delete frozen parameters when using `paramwise_cfg` by [LZHgrla](https://github.com/LZHgrla) in https://github.com/open-mmlab/mmengine/pull/1441

Docs

- Refine mmengine intro by [zhouzaida](https://github.com/zhouzaida) in https://github.com/open-mmlab/mmengine/pull/1479
- Fix typo by [zhouzaida](https://github.com/zhouzaida) in https://github.com/open-mmlab/mmengine/pull/1481
- Fix typos and remove fullwidth unicode chars by [evdcush](https://github.com/evdcush) in https://github.com/open-mmlab/mmengine/pull/1488
- Fix docstring of Config by [MambaWong](https://github.com/MambaWong) in https://github.com/open-mmlab/mmengine/pull/1506
- Fix typo by [hiramf](https://github.com/hiramf) in https://github.com/open-mmlab/mmengine/pull/1532

New Contributors
* [daavoo](https://github.com/daavoo) made their first contribution in https://github.com/open-mmlab/mmengine/pull/1505
* [hiramf](https://github.com/hiramf) made their first contribution in https://github.com/open-mmlab/mmengine/pull/1532

**Full Changelog**: https://github.com/open-mmlab/mmengine/compare/v0.10.3...v0.10.4

New Features & Enhancements

- Add the support for musa device support by [hanhaowen-mt](https://github.com/hanhaowen-mt) in https://github.com/open-mmlab/mmengine/pull/1453
- Support `save_optimizer=False` for DeepSpeed by [LZHgrla](https://github.com/LZHgrla) in https://github.com/open-mmlab/mmengine/pull/1474
- Update the docstring of visualizer by [Anm-pinellia](https://github.com/Anm-pinellia) in https://github.com/open-mmlab/mmengine/pull/1476

Bug Fixes

- Fix `Config.to_dict` by [HAOCHENYE](https://github.com/HAOCHENYE) in https://github.com/open-mmlab/mmengine/pull/1465
- Fix the resume of iteration by [LZHgrla](https://github.com/LZHgrla) in https://github.com/open-mmlab/mmengine/pull/1471
- Fix `dist.collect_results` to keep all ranks' elements by [LZHgrla](https://github.com/LZHgrla) in https://github.com/open-mmlab/mmengine/pull/1469

Docs

- Add the usage of ProfilerHook by [zhouzaida](https://github.com/zhouzaida) in https://github.com/open-mmlab/mmengine/pull/1466
- Fix the nnodes in the doc of ddp training by [XiwuChen](https://github.com/XiwuChen) in https://github.com/open-mmlab/mmengine/pull/1462

New Contributors
* XiwuChen made their first contribution in https://github.com/open-mmlab/mmengine/pull/1462
* hanhaowen-mt made their first contribution in https://github.com/open-mmlab/mmengine/pull/1453
* Anm-pinellia made their first contribution in https://github.com/open-mmlab/mmengine/pull/1476

**Full Changelog**: https://github.com/open-mmlab/mmengine/compare/v0.10.2...v0.10.3

New Features & Enhancements

- Support multi-node distributed training with NPU backend by [shun001](https://github.com/shun001) in https://github.com/open-mmlab/mmengine/pull/1459
- Use `ImportError` to cover `ModuleNotFoundError` by [del-zhenwu](https://github.com/del-zhenwu) in https://github.com/open-mmlab/mmengine/pull/1438

Bug Fixes

- Fix bug in `load_model_state_dict` of `BaseStrategy` by [SCZwangxiao](https://github.com/SCZwangxiao) in https://github.com/open-mmlab/mmengine/pull/1447
- Fix placement policy in ColossalAIStrategy by [fanqiNO1](https://github.com/fanqiNO1) in https://github.com/open-mmlab/mmengine/pull/1440

New Contributors
* del-zhenwu made their first contribution in https://github.com/open-mmlab/mmengine/pull/1438
* SCZwangxiao made their first contribution in https://github.com/open-mmlab/mmengine/pull/1447
* shun001 made their first contribution in https://github.com/open-mmlab/mmengine/pull/1459

**Full Changelog**: https://github.com/open-mmlab/mmengine/compare/v0.10.1...v0.10.2

Bug Fixes

- Fix collect_env without opencv by [fanqiNO1](https://github.com/fanqiNO1) in https://github.com/open-mmlab/mmengine/pull/1434
- Fix deploy.yml by [fanqiNO1](https://github.com/fanqiNO1) in https://github.com/open-mmlab/mmengine/pull/1431

Docs

- Add build mmengine-lite from source by [fanqiNO1](https://github.com/fanqiNO1) in https://github.com/open-mmlab/mmengine/pull/1435

**Full Changelog**: https://github.com/open-mmlab/mmengine/compare/v0.10.0...v0.10.1

New Features & Enhancements

- Support for installing mmengine without opencv by [fanqiNO1](https://github.com/fanqiNO1) in https://github.com/open-mmlab/mmengine/pull/1429
- Support `exclude_frozen_parameters` for `DeepSpeedStrategy`'s `resume` by [LZHgrla](https://github.com/LZHgrla) in https://github.com/open-mmlab/mmengine/pull/1424

Bug Fixes

- Fix bugs in colo optimwrapper by [HIT-cwh](https://github.com/HIT-cwh) in https://github.com/open-mmlab/mmengine/pull/1426
- Fix `scale_lr` in `SingleDeviceStrategy` by [fanqiNO1](https://github.com/fanqiNO1) in https://github.com/open-mmlab/mmengine/pull/1428
- Fix CI for torch2.1.0 by [fanqiNO1](https://github.com/fanqiNO1) in https://github.com/open-mmlab/mmengine/pull/1418

**Full Changelog**: https://github.com/open-mmlab/mmengine/compare/v0.9.1...v0.10.0

New Features & Enhancements

- Add `exclude_frozen_parameters` for `DeepSpeedStrategy` by [LZHgrla](https://github.com/LZHgrla) in https://github.com/open-mmlab/mmengine/pull/1415
- Enhance inputs_to_half in DeepSpeedStrategy by [fanqiNO1](https://github.com/fanqiNO1) in https://github.com/open-mmlab/mmengine/pull/1400
- Support slurm distributed training for mlu devices by [POI-WX](https://github.com/POI-WX) in https://github.com/open-mmlab/mmengine/pull/1396
- Add torch 2.1.0 checking in CI by [YiyaoYang1](https://github.com/YiyaoYang1) in https://github.com/open-mmlab/mmengine/pull/1389

Bug Fixes

- Fix new config in visualizer by [HAOCHENYE](https://github.com/HAOCHENYE) in https://github.com/open-mmlab/mmengine/pull/1390
- Fix func params using without init in OneCycleLR (1401) by [whlook](https://github.com/whlook) in https://github.com/open-mmlab/mmengine/pull/1403
- Fix a bug when module is missing in low version of bitsandbytes by [Ben-Louis](https://github.com/Ben-Louis) in https://github.com/open-mmlab/mmengine/pull/1388
- Fix ConcatDataset raising error when metainfo is np.array by [jonbakerfish](https://github.com/jonbakerfish) in https://github.com/open-mmlab/mmengine/pull/1407

Docs

- Rename master to main by [zhouzaida](https://github.com/zhouzaida) in https://github.com/open-mmlab/mmengine/pull/1397

New Contributors

- POI-WX made their first contribution in https://github.com/open-mmlab/mmengine/pull/1396
- YiyaoYang1 made their first contribution in https://github.com/open-mmlab/mmengine/pull/1389
- whlook made their first contribution in https://github.com/open-mmlab/mmengine/pull/1403
- Ben-Louis made their first contribution in https://github.com/open-mmlab/mmengine/pull/1388
- jonbakerfish made their first contribution in https://github.com/open-mmlab/mmengine/pull/1407

**Full Changelog**: https://github.com/open-mmlab/mmengine/compare/v0.9.0...v0.9.1