MMEngine Release V0.6.0

v0.6.0 (02/24/2023)

Highlights

• Support Apex with ApexOptimWrapper
• Support analyzing model complexity.
• Add Lion optimizer.
• Support using environment variable in the config file.

New Features & Enhancements

• Support model complexity computation by @tonysy in #779
• Add Lion optimizer by @zhouzaida in #952
• Support using environment variable in config file. by @jbwang1997 in #744
• Improve registry infer_scope by @zhouzaida in #334
• Support configuring timeout in dist configuration by @apacha in #877
• Beautify the print result of the registry by @Eiuyc in #922
• Refine the style of table by @zhouzaida in #941
• Refine the repr of Registry by @zhouzaida in #942
• Feature NPUProfilerHook by @luomaoling in #925
• Refactor hooks unittest by @HAOCHENYE in #946
• Temporarily fix collect_env raise errors and stops programs by @C1rN09 in #944
• Make sure Tensors to broadcast is contiguous by @XWHtorrentx in #948
• Clean the UT warning caused by pytest by @zhouzaida in #947

Bug fixes

• Backend_args should not be modified by get_file_backend by @zhouzaida in #897
• Support update np.ScalarType data in message_hub by @HAOCHENYE in #898
• Support rendering Chinese character in Visualizer by @KevinNuNu in #887
• Support Apex with ApexOptimWrapper by @xcnick in #742
• Fix the bug of DefaultOptimWrapperConstructor when the shared parameters do not require the grad by @HIT-cwh in #903
• Support model complexity computation by @tonysy in #779

Docs

• Add the document for the transition between IterBasedTraining and EpochBasedTraining by @HAOCHENYE in #926
• Introduce how to set random seed by @zhouzaida in #914
• Count FLOPs and parameters by @zhouzaida in #939
• Enhance README by @Xiangxu-0103 in #835
• Add a document about debug tricks by @zhouzaida in #938
• Refine the format of changelog and visualization document by @zhouzaida in #906
• Move examples to a new directory by @zhouzaida in #911
• Resolve warnings in sphinx build by @C1rN09 in #915
• Fix docstring by @zhouzaida in #913
• How to set the interval parameter by @zhouzaida in #917
• Temporarily skip errors in building pdf docs at readthedocs by @C1rN09 in #928
• Add the links of twitter, discord, medium, and youtube by @vansin in #924
• Fix typo shedule by @Dai-Wenxun in #936
• Fix failed URL by @zhouzaida in #943

New Contributors

• @apacha made their first contribution in #877
• @KevinNuNu made their first contribution in #887
• @xcnick made their first contribution in #742
• @Eiuyc made their first contribution in #922
• @tonysy made their first contribution in #779
• @luomaoling made their first contribution in #925
• @XWHtorrentx made their first contribution in #948

Full Changelog: v0.5.0...v0.6.0