MMCV Releases v1.7.0

Highlights

Starting from v1.7.0, we are providing pre-built packages for PyTorch v1.13.0, as well as for the macOS platform. Note that, for the mac M1 chip, only the pre-built packages on PyTorch v1.13.0 are available.

pip install -U openmim
mim install mmcv-full

Features

• Support training on Ascend device (#2262, #2370)
• Add box_iou_quadri & nms_quadri (#2277)
• Add stack ball query and stack group points ops (#2292)
• Support PrRoI op for Parrots (#2280)
• Support Iou3d with cambricon MLU backend (#2339)
• Add getJobLimitCapability interface and use it in nms (#2337)

Improvements

• Support SiLU with torch < 1.7.0 (#2278)
• Update onnx registry (#2294)
• Adapt mlu code to cntoolkit3.0.1 (#2248)
• Refactor the nms3d op to support MLU (#2296)
• Add ability to pass logger instance to frameworks (#2317)
• Add a new argument define_metric in wandb hook (#2237)

Bug fixes

• Fix warning of CUDA ops (#2324)
• Fix the bug of uninitialized prarmeter (#2345)
• Fix three nn op can not accept half tensor (#2348)
• Fix Correlation op (#2274)
• Fix the potential NaN bug in calc_square_dist() (#2356)
• Fix MPS ops for torch1.12+ (#2302)

Documentations

• Refine README and installation documentations (#1977)
• Update README and fix typo in docs (#2358)
• Add steps to install mmcv-full on Ascend machine (#2363)
• Add maintenance plan and print deprecated message (#2357)

Others

• Upgrade pre commit hooks (#2321)
• Build macOS wheel in Github Action (#2311, #2366)

Contributors

A total of 14 developers contributed to this release.
@okotaku @zhouzaida @grimoire @wangjiangben-hw @ckirchhoff2021 @tpoisonooo @defei-coder @budefei @CokeDong @shcheklein @cathyzhang222 @ZCMax @zytx121 @momo609

New Contributors

• @tpoisonooo made their first contribution in #2324
• @shcheklein made their first contribution in #2317
• @cathyzhang222 made their first contribution in #2339
• @momo609 made their first contribution in #2363

Full Changelog: v1.6.2...v1.7.0