MMCV Releases v2.1.0

😀 We are glad to announce that we are providing the mmcv pre-built packages for PyTorch 2.1.0 starting from MMCV v2.1.0.

pip install -U openmim
mim install mmcv

Features

• Add the implementation of dynamic_scatter with mlu-ops by @Danielmic in #2847
• Add the implementation of diff_iou_rotated with mlu-ops by @Danielmic in #2840
• Add the support of points_in_polyogns for Ascend device by @long11111111 in #2848
• Add the support of BoxIouRotated op for ascend device by @MrShadowY in #2842
• Support modulated_deform_conv and deform_conv with cambricon MLU backend by @qipengh in #2823
• Add the support for group_points ops with Ascend by @673958639 in #2935
• Support torch_npu 2.1 by @momo609 in #2909
• Adapt new dipu device by @CokeDong in #2905
• Use PyTorch WARP_SHFL_DOWN macro for half support by @zstreet87 in #2843

Enhancements

• Support dipu_mock_cuda=False in dipu for mmcv ext ops with cpu fallback by @CokeDong in #2839
• Add torch mluops check before calling mluOpsxxx interface by @ClowDragon in #2871
• Change the order of condition to make fx wok by @youkaichao in #2883
• Rename fast_conv_bn_eval to efficient_conv_bn_eval by @youkaichao in #2884
• Replace focal_loss_sigmoid op of MLU backend with mlu-ops by @qirun-uiuc in #2855
• Replace bbox_overlaps op of MLU backend with mlu-ops by @qirun-uiuc in #2879
• Replace roipoint_pool3d op of MLU backend with mlu-ops by @ClowDragon in #2875
• Replace tin_shift op of MLU backend with mlu-ops by @ClowDragon in #2910
• Use unified interface in Ascend kernel by @momo609 in #2945

Bug Fixes

• Fix roi_align npu bug by @momo609 in #2862
• Fix format error in roi_align_rotated by @ClowDragon in #2887
• Fix data race risk of cache_randomness by @HarborYuan in #2927
• Update mlu-ops version by @ClowDragon in #2921
• Fix setup.py for torch_npu v2.1 by @momo609 in #2928
• Fix the support for nms_rotated in Ascend by @momo609 in #2931
• Fix modulated_deform_conv.py for torch_npu v2.1 by @6Vvv in #2941
• Temporarily disable mps ops for torch2.1.0 by @grimoire in #2958
• Update c++17 in setup.py by @grimoire in #2865
• Adapt to rocm by @xiabo123 in #2827

Others

• Install wheel package in CI to support bdist_wheel command by @zhouzaida in #2851
• Add torch2.1.0 checking in CI by @zhouzaida in #2955
• Bump version to 2.1.0 by @zhouzaida in #2959

New Contributors

• @673958639 made their first contribution in #2935
• @6Vvv made their first contribution in #2941

Full Changelog: v2.0.1...v2.1.0