MMEngine Release V0.7.4

v0.7.4 (06/03/2023)

Highlights

• Support using ClearML to record experiment data
• Add Sophia optimizers

New Features & Enhancements

• Add visualize backend for clearml by @gachiemchiep in #1091
• Support Sophia optimizers by @zhouzaida in #1170
• Refactor unittest syncbuffer by @HAOCHENYE in #813
• Allow ann_file, data_root is None for BaseDataset by @HAOCHENYE in #850
• Enable full precision training on Ascend NPU by @Ginray in #1109
• Creating a text classification example by @TankNee in #1122
• Add option to log selected config only by @KickCellarDoor in #1159
• Add an option to control whether to show progress bar in BaseInference by @W-ZN in #1135
• Support dipu device by @CokeDong in #1127
• Let unit tests not affect each other by @zhouzaida in #1169
• Add support for full wandb's define_metric arguments by @i-aki-y in #1099

Bug fixes

• Fix the incorrect device of inputs in get_model_complexity_info by @CescMessi in #1130
• Correctly saves _metadata of state_dict when saving checkpoints by @Bomsw in #1131
• Correctly record random seed in log by @Shiyang980713 in #1152
• Close MLflowVisBackend only if active by @zimonitrome in #1151
• Fix ProfileHook cannot profile ddp-training by @HAOCHENYE in #1140
• Handle the case for Multi-Instance GPUs when using cuda_visible_devices by @adrianjoshua-strutt in #1164
• Fix attribute error when parsing CUDA_VISIBLE_DEVICES in logger @Xiangxu-0103 in #1172

Docs

• Translate infer.md by @Hongru-Xiao in #1121
• Fix a missing comma in tutorials/runner.md by @gy-7 in #1146
• Fix typo in comment by @YQisme in #1154
• Translate data_element.md by @xin-li-67 in #1067
• Add the usage of clearml by @zhouzaida in #1180

New Contributors

• @CescMessi made their first contribution in #1130
• @Bomsw made their first contribution in #1131
• @Hongru-Xiao made their first contribution in #1121
• @TankNee made their first contribution in #1122
• @W-ZN made their first contribution in #1135
• @gy-7 made their first contribution in #1146
• @YQisme made their first contribution in #1154
• @Shiyang980713 made their first contribution in #1152
• @KickCellarDoor made their first contribution in #1159
• @CokeDong made their first contribution in #1127
• @zimonitrome made their first contribution in #1151
• @adrianjoshua-strutt made their first contribution in #1164
• @gachiemchiep made their first contribution in #1091
• @i-aki-y made their first contribution in #1099

Full Changelog: v0.7.3...v0.7.4