MMEngine Release V0.7.0

v0.7.0 (03/16/2023)

Highlights

• Support PyTorch 2.0! Accelerate training by compiling models. See the tutorial Model Compilation for details
• Add EarlyStoppingHook to stop training when the metric does not improve

New Features & Enhancements

• Add configurations to support torch.compile in Runner by @C1rN09 in #976
• Support EarlyStoppingHook by @nijkah in #739
• Disable duplicated warning during distributed training by @HAOCHENYE in #961
• Add FUNCTIONS root Registry by @HAOCHENYE in #983
• Save the "memory" field to visualization backends by @enkilee in #974
• Enable bf16 in AmpOptimWrapper by @C1rN09 in #960
• Support writing data to vis_backend with prefix by @HAOCHENYE in #972
• Support exporting logs of different ranks in debug mode by @HAOCHENYE in #968
• Silence error when ManagerMixin built instance with duplicate name. by @HAOCHENYE in #990

Bug fixes

• Fix optim_wrapper unittest for pytorch < 1.10.0 by @C1rN09 in #975
• Support calculating the flops of matmul with single dimension matrix by @HAOCHENYE in #970
• Fix repeated warning by @HAOCHENYE in #992
• Fix lint by @zhouzaida in #993
• Fix AMP in Ascend and support using NPUJITCompile environment by @luomaoling in #994
• Fix inferencer gets wrong configs path by @HAOCHENYE in #996

Docs

• Translate "Debug Tricks" to English by @enkilee in #953
• Translate "Model Analysis" document to English by @enkilee in #956
• Translate "Model Complexity Analysis" to Chinese. by @VoyagerXvoyagerx in #969
• Add a document about setting interval by @YuetianW in #964
• Translate "how to set random seed" by @xin-li-67 in #930
• Fix typo by @zhouzaida in #965
• Fix typo in hook document by @acdart in #980
• Fix changelog date by @HAOCHENYE in #986

New Contributors

• @YuetianW made their first contribution in #964
• @enkilee made their first contribution in #953
• @acdart made their first contribution in #980
• @VoyagerXvoyagerx made their first contribution in #969

Full Changelog: v0.6.0...v0.7.0