What's Changed

[Feature] Add the support of BallQuery op for Ascend device by @Ginray in https://github.com/open-mmlab/mmcv/pull/2963
[Feature] Add the support of three_interpolate op for Ascend device by @lihao7212148 in https://github.com/open-mmlab/mmcv/pull/2962
Update version info by @zhouzaida in https://github.com/open-mmlab/mmcv/pull/2966
[Docs] Add api reference table by @fanqiNO1 in https://github.com/open-mmlab/mmcv/pull/2971
[Fix] Fix deformconv.py for torchnpu v2.1 by @shun001 in https://github.com/open-mmlab/mmcv/pull/2967
DIOPI adapt codes for npu device by @CokeDong in https://github.com/open-mmlab/mmcv/pull/2973
[Fix] Fix modulateddeformconv.py for torch_npu v2.1 by @shun001 in https://github.com/open-mmlab/mmcv/pull/2983
[Feature] Add NPU operator RotatedFeatureAlign by @huaweiZJX in https://github.com/open-mmlab/mmcv/pull/2994
torch_npu support aclnn and add op by @momo609 in https://github.com/open-mmlab/mmcv/pull/2998
[Feature] Add the support for stackgrouppoints ops with Ascend by @673958639 in https://github.com/open-mmlab/mmcv/pull/3023
Fix ut of stackgroupingpoints by @673958639 in https://github.com/open-mmlab/mmcv/pull/3026
Add multiscaledeform_attn op adapter for NPU. by @DaGaiBa in https://github.com/open-mmlab/mmcv/pull/3032
add multiscaledeformattngrad op adapter for NPU by @RRaoyzee in https://github.com/open-mmlab/mmcv/pull/3042
Bump version to 2.2.0 by @HAOCHENYE in https://github.com/open-mmlab/mmcv/pull/3087
add multi npu op by @momo609 in https://github.com/open-mmlab/mmcv/pull/3085

New Contributors

@lihao7212148 made their first contribution in https://github.com/open-mmlab/mmcv/pull/2962
@fanqiNO1 made their first contribution in https://github.com/open-mmlab/mmcv/pull/2971
@shun001 made their first contribution in https://github.com/open-mmlab/mmcv/pull/2967
@huaweiZJX made their first contribution in https://github.com/open-mmlab/mmcv/pull/2994

Full Changelog: https://github.com/open-mmlab/mmcv/compare/v2.1.0...v2.2.0

- Python
Published by HAOCHENYE almost 2 years ago

mmcv - MMCV Releases v1.7.2

😀 We are glad to announce that we are providing the mmcv-full pre-built packages for PyTorch 2.1.0 and 2.0.0 starting from MMCV v1.7.2.

bash pip install -U openmim mim install mmcv-full

Features

Support DCNv1 on Ascend device by @MiniTIckW in https://github.com/open-mmlab/mmcv/pull/2480
Support PSAMask op for Ascend device by @DaGaiBa in https://github.com/open-mmlab/mmcv/pull/2487
Support Voxelization with cambricon MLU device by @ZShaopeng in https://github.com/open-mmlab/mmcv/pull/2500
Add Ascend support for RoIPool op by @momo609 in https://github.com/open-mmlab/mmcv/pull/2483
Add MLU support for DCN by @mengpenghui in https://github.com/open-mmlab/mmcv/pull/2540
Add support for Ascend devices with gather_points by @zcc-zjut in https://github.com/open-mmlab/mmcv/pull/2555
Add ops bbox_overlaps by @enemy1205 in https://github.com/open-mmlab/mmcv/pull/2477
Support ball_query with cambricon MLU backend and mlu-ops library. by @DanieeelLiu in https://github.com/open-mmlab/mmcv/pull/2520
Add support for Ascend devices with nms_rotated by @ckirchhoff2021 in https://github.com/open-mmlab/mmcv/pull/2550
Add Ascend support for RoIPoolGrad op by @xinlianglalala in https://github.com/open-mmlab/mmcv/pull/2569
Add bbox_overlaps npu adapter by @dflhw in https://github.com/open-mmlab/mmcv/pull/2580
msdeformattn performance optimization by @Wickyzheng in https://github.com/open-mmlab/mmcv/pull/2616
Add the support of voxelization op for ascend device by @dflhw in https://github.com/open-mmlab/mmcv/pull/2613
Make voxelization operator support the mlu290 platform. by @mahxn0 in https://github.com/open-mmlab/mmcv/pull/2652
Add Ascend support for RoIAlign op by @momo609 in https://github.com/open-mmlab/mmcv/pull/2638
Add MLU support for Sparse Convolution op by @duzekunKTH in https://github.com/open-mmlab/mmcv/pull/2589
Add the support of arf op for ascend device by @dflhw in https://github.com/open-mmlab/mmcv/pull/2789 *Sync replace by @defei-coder in https://github.com/open-mmlab/mmcv/pull/2750
Add the implementation of diffiourotated with mlu-ops by @Danielmic in https://github.com/open-mmlab/mmcv/pull/2852
Add the implementation of dynamic_scatter with mlu-ops (#2847) by @Danielmic in https://github.com/open-mmlab/mmcv/pull/2853
Add support of pointsinpolyogns for Ascend device by @long11111111 in https://github.com/open-mmlab/mmcv/pull/2864
Add the support of BoxIouRotated op for ascend device by @MrShadowY in https://github.com/open-mmlab/mmcv/pull/2854
Replace the implementation of deformroipool with mlu-ops by @defei-coder in https://github.com/open-mmlab/mmcv/pull/2598
Add torch_npu optimizer by @luomaoling in https://github.com/open-mmlab/mmcv/pull/2753
Add missing contiguous calls for nms_rotated by @allanzelener in https://github.com/open-mmlab/mmcv/pull/2547
Support NmsRotated with cambricon MLU backend by @liuyuan1-v in https://github.com/open-mmlab/mmcv/pull/2643
Add the implementation of boxiourotated with mlu-ops. by @ZhangLearning in https://github.com/open-mmlab/mmcv/pull/2703
Modify adaptation of bbox_overlaps op for ascend device by @dflhw in https://github.com/open-mmlab/mmcv/pull/2697
Support torch_npu v2.1 by @momo609 in https://github.com/open-mmlab/mmcv/pull/2943
DvcliveLoggerHook: use by_epoch for determining when to log. by @daavoo in https://github.com/open-mmlab/mmcv/pull/2149
Support MultiScaleDeformableAttention with AMP by @nijkah in **https://github.com/open-mmlab/mmcv/pull/2541

Enhancements

Replace the implementation of three_nn with mlu-ops by @DanieeelLiu in https://github.com/open-mmlab/mmcv/pull/2719
Repalce the implementation of roiaware_pool3d with mlu-ops. by @ZhangLearning in https://github.com/open-mmlab/mmcv/pull/2699
Refactor the issue templates by @zhouzaida in https://github.com/open-mmlab/mmcv/pull/2585
Remove unused files by @zhouzaida in https://github.com/open-mmlab/mmcv/pull/2586
The argument scale of fusedbiasleakyrelu should be greater than 0 by @jayggh in https://github.com/open-mmlab/mmcv/pull/2623
Replace carafe op of MLU backend with mlu-ops by @qipengh in https://github.com/open-mmlab/mmcv/pull/2818
Replace the implementation of psa_mask with mlu-ops. by @DanieeelLiu in https://github.com/open-mmlab/mmcv/pull/2756
Repalce the implementation of rotatedfeaturealign with ml… by @tudejiang79 in https://github.com/open-mmlab/mmcv/pull/2659
Repalce the implementation of roialignrotated with mlu-ops by @tudejiang79 in https://github.com/open-mmlab/mmcv/pull/2657
Simplify the logic of sparse_conv by @duzekunKTH in https://github.com/open-mmlab/mmcv/pull/2683
Replace bbox_overlaps op of MLU backend with mlu-ops by @qirun-uiuc in https://github.com/open-mmlab/mmcv/pull/2880
Replace focallosssigmoid op of MLU backend with mlu-ops by @qirun-uiuc in https://github.com/open-mmlab/mmcv/pull/2877
Replace roipoint_pool3d op of MLU backend with mlu-ops by @ClowDragon in https://github.com/open-mmlab/mmcv/pull/2876
Replace tin_shift op of MLU backend with mlu-ops by @ClowDragon in https://github.com/open-mmlab/mmcv/pull/2911
Add torch mluops check before call mluOpsxxx interface by @ClowDragon in https://github.com/open-mmlab/mmcv/pull/2874
Refine the implementation of NMS op in Ascend device by @momo609 in https://github.com/open-mmlab/mmcv/pull/2658
Optimize the performace of msdeformattn for MLU device by @Wickyzheng in https://github.com/open-mmlab/mmcv/pull/2510
Update parrots image by @CokeDong in https://github.com/open-mmlab/mmcv/pull/2522
Add AMP support for MLU_DCNv2 by @mengpenghui in https://github.com/open-mmlab/mmcv/pull/2548
Use official isort by @triple-Mu in https://github.com/open-mmlab/mmcv/pull/2574
Increase the dtype limit to maintain consistency with the gpu. by @momo609 in https://github.com/open-mmlab/mmcv/pull/2724
Add a comment for the use of masked_conv on Ascend device by @zcc9707 in https://github.com/open-mmlab/mmcv/pull/2689
Ignore mlu-ops files by @defei-coder in https://github.com/open-mmlab/mmcv/pull/2691
Delete yapf verify by @zhouzaida in https://github.com/open-mmlab/mmcv/pull/2944
Add a default value for MMCVMLUARGS by @defei-coder in https://github.com/open-mmlab/mmcv/pull/2688

Bug Fixes

Fix a typo in runner/hooks/evaluation.py by @jamiechoi1995 in https://github.com/open-mmlab/mmcv/pull/2523
Fix c++/cuda lint failed by @HAOCHENYE in https://github.com/open-mmlab/mmcv/pull/2528
Fix CI failed caused by 'Python.h' not found by @ice-tong in https://github.com/open-mmlab/mmcv/pull/2530
Fix a dilation bug of MLU-DCNv2 and add limitation of torchvision by @mengpenghui in https://github.com/open-mmlab/mmcv/pull/2519
Check the version of torchvision in init of DCN by @mengpenghui in https://github.com/open-mmlab/mmcv/pull/2556
Fix typo in docstring by @HAOCHENYE in https://github.com/open-mmlab/mmcv/pull/2549
Fix the parameter error of DeformableRoiPool in Ascend device by @dflhw in https://github.com/open-mmlab/mmcv/pull/2546
Upgrade the version of isort to fix lint error by @zhouzaida in https://github.com/open-mmlab/mmcv/pull/2572
Fix tensor descriptor setting in MLU ball_query. by @DanieeelLiu in https://github.com/open-mmlab/mmcv/pull/2579
Fix a typo in the docstring of MSDeformAttn by @nijkah in https://github.com/open-mmlab/mmcv/pull/2599
Fix the paper link error in the docstring by @BainOuO in https://github.com/open-mmlab/mmcv/pull/2618
Prevent divide-by-zero error on Ascend device for bbox_overlaps by @dflhw in https://github.com/open-mmlab/mmcv/pull/2644
Fix boxes.scalartype in nmsnpu by @momo609 in https://github.com/open-mmlab/mmcv/pull/2731
Fix torch 1.8 adpater npu bug by @momo609 in https://github.com/open-mmlab/mmcv/pull/2970
Fix npu optim by @luomaoling in https://github.com/open-mmlab/mmcv/pull/2766
Keep the shape value of ascend iou op's parameter 2 smaller than parameter 1 by @dflhw in https://github.com/open-mmlab/mmcv/pull/2820
Fix arf op's write conflict when num_orientations is not 1 by @dflhw in https://github.com/open-mmlab/mmcv/pull/2822
Revert "[Fix] Fix arf op's write conflict when num_orientations is not 1" by @dflhw in https://github.com/open-mmlab/mmcv/pull/2826
Fix deform_conv ops on Ascend NPU by @Ginray in https://github.com/open-mmlab/mmcv/pull/2805
fix format error in roialignrotated by @ClowDragon in https://github.com/open-mmlab/mmcv/pull/2886
Update mlu-ops version by @ClowDragon in https://github.com/open-mmlab/mmcv/pull/2922
nmsrotatednpu accept angle parameter by @18251968697 in https://github.com/open-mmlab/mmcv/pull/2670
Move voxel_size to the device where points are by @dflhw in https://github.com/open-mmlab/mmcv/pull/2681
Fix parrots bbox_overlaps by @CokeDong in https://github.com/open-mmlab/mmcv/pull/2684

Others

Refine the docstring of EvalHook by @Yan-Daojiang in https://github.com/open-mmlab/mmcv/pull/2576
Steps to compile mmcv-full on MLU machine by @defei-coder in https://github.com/open-mmlab/mmcv/pull/2571
Remove .owners.yml by @zhouzaida in https://github.com/open-mmlab/mmcv/pull/2712
Build macos wheel for torch2.0.0 by @zhouzaida in https://github.com/open-mmlab/mmcv/pull/3008
Bump version to v1.7.2 by @zhouzaida in https://github.com/open-mmlab/mmcv/pull/3007
Update version info by @zhouzaida in https://github.com/open-mmlab/mmcv/pull/2981
Replace the ubuntu-18.04 with 22.04 in CI by @zhouzaida in https://github.com/open-mmlab/mmcv/pull/2793

New Contributors

@MiniTIckW made their first contribution in https://github.com/open-mmlab/mmcv/pull/2480
@Wickyzheng made their first contribution in https://github.com/open-mmlab/mmcv/pull/2510
@DaGaiBa made their first contribution in https://github.com/open-mmlab/mmcv/pull/2487
@ice-tong made their first contribution in https://github.com/open-mmlab/mmcv/pull/2530
@enemy1205 made their first contribution in https://github.com/open-mmlab/mmcv/pull/2477
@Yan-Daojiang made their first contribution in https://github.com/open-mmlab/mmcv/pull/2576
@allanzelener made their first contribution in https://github.com/open-mmlab/mmcv/pull/2547
@xinlianglalala made their first contribution in https://github.com/open-mmlab/mmcv/pull/2569
@BainOuO made their first contribution in https://github.com/open-mmlab/mmcv/pull/2618
@zcc9707 made their first contribution in https://github.com/open-mmlab/mmcv/pull/2689
@luomaoling made their first contribution in https://github.com/open-mmlab/mmcv/pull/2753

Full Changelog: https://github.com/open-mmlab/mmcv/compare/v1.7.1...v1.7.2

- Python
Published by zhouzaida about 2 years ago

mmcv - 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.

bash pip install -U openmim mim install mmcv

Features

Add the implementation of dynamic_scatter with mlu-ops by @Danielmic in https://github.com/open-mmlab/mmcv/pull/2847
Add the implementation of diffiourotated with mlu-ops by @Danielmic in https://github.com/open-mmlab/mmcv/pull/2840
Add the support of pointsinpolyogns for Ascend device by @long11111111 in https://github.com/open-mmlab/mmcv/pull/2848
Add the support of BoxIouRotated op for ascend device by @MrShadowY in https://github.com/open-mmlab/mmcv/pull/2842
Support modulateddeformconv and deform_conv with cambricon MLU backend by @qipengh in https://github.com/open-mmlab/mmcv/pull/2823
Add the support for group_points ops with Ascend by @673958639 in https://github.com/open-mmlab/mmcv/pull/2935
Support torch_npu 2.1 by @momo609 in https://github.com/open-mmlab/mmcv/pull/2909
Adapt new dipu device by @CokeDong in https://github.com/open-mmlab/mmcv/pull/2905
Use PyTorch WARPSHFLDOWN macro for half support by @zstreet87 in https://github.com/open-mmlab/mmcv/pull/2843

Enhancements

Support dipu_mock_cuda=False in dipu for mmcv ext ops with cpu fallback by @CokeDong in https://github.com/open-mmlab/mmcv/pull/2839
Add torch mluops check before calling mluOpsxxx interface by @ClowDragon in https://github.com/open-mmlab/mmcv/pull/2871
Change the order of condition to make fx wok by @youkaichao in https://github.com/open-mmlab/mmcv/pull/2883
Rename fastconvbneval to efficientconvbneval by @youkaichao in https://github.com/open-mmlab/mmcv/pull/2884
Replace focallosssigmoid op of MLU backend with mlu-ops by @qirun-uiuc in https://github.com/open-mmlab/mmcv/pull/2855
Replace bbox_overlaps op of MLU backend with mlu-ops by @qirun-uiuc in https://github.com/open-mmlab/mmcv/pull/2879
Replace roipoint_pool3d op of MLU backend with mlu-ops by @ClowDragon in https://github.com/open-mmlab/mmcv/pull/2875
Replace tin_shift op of MLU backend with mlu-ops by @ClowDragon in https://github.com/open-mmlab/mmcv/pull/2910
Use unified interface in Ascend kernel by @momo609 in https://github.com/open-mmlab/mmcv/pull/2945

Bug Fixes

Fix roi_align npu bug by @momo609 in https://github.com/open-mmlab/mmcv/pull/2862
Fix format error in roialignrotated by @ClowDragon in https://github.com/open-mmlab/mmcv/pull/2887
Fix data race risk of cache_randomness by @HarborYuan in https://github.com/open-mmlab/mmcv/pull/2927
Update mlu-ops version by @ClowDragon in https://github.com/open-mmlab/mmcv/pull/2921
Fix setup.py for torch_npu v2.1 by @momo609 in https://github.com/open-mmlab/mmcv/pull/2928
Fix the support for nms_rotated in Ascend by @momo609 in https://github.com/open-mmlab/mmcv/pull/2931
Fix modulateddeformconv.py for torch_npu v2.1 by @6Vvv in https://github.com/open-mmlab/mmcv/pull/2941
Temporarily disable mps ops for torch2.1.0 by @grimoire in https://github.com/open-mmlab/mmcv/pull/2958
Update c++17 in setup.py by @grimoire in https://github.com/open-mmlab/mmcv/pull/2865
Adapt to rocm by @xiabo123 in https://github.com/open-mmlab/mmcv/pull/2827

Others

Install wheel package in CI to support bdist_wheel command by @zhouzaida in https://github.com/open-mmlab/mmcv/pull/2851
Add torch2.1.0 checking in CI by @zhouzaida in https://github.com/open-mmlab/mmcv/pull/2955
Bump version to 2.1.0 by @zhouzaida in https://github.com/open-mmlab/mmcv/pull/2959

New Contributors

@673958639 made their first contribution in https://github.com/open-mmlab/mmcv/pull/2935
@6Vvv made their first contribution in https://github.com/open-mmlab/mmcv/pull/2941

Full Changelog: https://github.com/open-mmlab/mmcv/compare/v2.0.1...v2.1.0

- Python
Published by zhouzaida over 2 years ago

Features

Add fastconvbn_eval option in ConvModule for fast validation and training in Eval mode by @youkaichao in https://github.com/open-mmlab/mmcv/pull/2807
Support mmcv ext with DIOPI impl by @CokeDong in https://github.com/open-mmlab/mmcv/pull/2790
Add the support of arf op for ascend device by @dflhw in https://github.com/open-mmlab/mmcv/pull/2792
Add the support for rotatedfeaturealign with MLU by @tudejiang79 in https://github.com/open-mmlab/mmcv/pull/2809
Replace the implementation of roialignrotated with mlu-ops by @tudejiang79 in https://github.com/open-mmlab/mmcv/pull/2808

Enhancements

Refactor the pytorch and cuda combination for testing in CI by @zhouzaida in https://github.com/open-mmlab/mmcv/pull/2693
Remove two outdated files by @zhouzaida in https://github.com/open-mmlab/mmcv/pull/2740
Update the supported torch and cuda versions in README by @zhouzaida in https://github.com/open-mmlab/mmcv/pull/2687
Remove .owners.yml by @zhouzaida in https://github.com/open-mmlab/mmcv/pull/2743
Enhance issue templates by @zhouzaida in https://github.com/open-mmlab/mmcv/pull/2776
Raise an error if fails to read image by @Ezra-Yu in https://github.com/open-mmlab/mmcv/pull/2791
Make build_xxx_layer allow accepting a class type by @HAOCHENYE in https://github.com/open-mmlab/mmcv/pull/2782
Replace carafe op of MLU backend with mlu-ops by @qipengh in https://github.com/open-mmlab/mmcv/pull/2817
Replace the implementation of psa_mask with mlu-ops. by @DanieeelLiu in https://github.com/open-mmlab/mmcv/pull/2810
Simplify the logic of sparse_conv by @duzekunKTH in https://github.com/open-mmlab/mmcv/pull/2802
Drop the outdated torch versions in CI by @zhouzaida in https://github.com/open-mmlab/mmcv/pull/2830
Add ConvModule.turnonfastconvbn_eval to reduce repetitive code and dynamically bind conv during forward by @youkaichao in https://github.com/open-mmlab/mmcv/pull/2835

Bug Fixes

ops can not be built in github action by @zhouzaida in https://github.com/open-mmlab/mmcv/pull/2783
Build CUDA ops in CI by @zhouzaida in https://github.com/open-mmlab/mmcv/pull/2794
Fix type hint in _scale_size and rescale_size by @MambaWong in https://github.com/open-mmlab/mmcv/pull/2799
Fix the support for ROCm by @xiabo123 in https://github.com/open-mmlab/mmcv/pull/2811
Keep the shape value of ascend iou op's parameter 2 smaller than parameter 1 by @dflhw in https://github.com/open-mmlab/mmcv/pull/2821
Fix arf op's write conflict when num_orientations is not 1 by @dflhw in https://github.com/open-mmlab/mmcv/pull/2824
Correct mmengine version requirement by @wateryzephyr in https://github.com/open-mmlab/mmcv/pull/2816
Fix deform_conv ops on Ascend NPU by @Ginray in https://github.com/open-mmlab/mmcv/pull/2832

Documentations

Describe branch changes by @zhouzaida in https://github.com/open-mmlab/mmcv/pull/2741
Add npu build.md and update roipoolnpu adpater by @momo609 in https://github.com/open-mmlab/mmcv/pull/2812
small fix for RandomResize doc by @i-aki-y in https://github.com/open-mmlab/mmcv/pull/2829

New Contributors

@MambaWong made their first contribution in https://github.com/open-mmlab/mmcv/pull/2799
@i-aki-y made their first contribution in https://github.com/open-mmlab/mmcv/pull/2829
@wateryzephyr made their first contribution in https://github.com/open-mmlab/mmcv/pull/2816

Full Changelog: https://github.com/open-mmlab/mmcv/compare/v2.0.0...v2.0.1

- Python
Published by zhouzaida over 2 years ago

Highlights

Introducing mmcv v2.0.0, we have made significant updates to the package. Training process-related modules, such as Runner, Hook, and Parallel, have been removed and are now provided by MMEngine. With this release, we have added numerous data transformations, including CenterCrop. Additionally, starting from mmcv v2.0.0, we are providing pre-built packages for PyTorch v2.0.0.

Features

Introduced a variety of data transformations
Added StyleGAN3 Ops (#2290)
Implemented BezierAlign CUDA op (#2393)
Added boxiouquadri & nms_quadri (#2277)
Introduced stack ball query and stack group points ops (#2292)
Supported LayerScale in FFN (#2451)
Added C++ implementation for bbox_overlaps (#2477)

Enhancements

Adopted the new fileio interface from mmengine (#2468)
Enabled MultiScaleDeformableAttention with AMP (#2541)
Registered Compose to TRANSFORMS (#2600)
Supported valueprojratio in MultiScaleDeformableAttention (#2452)

Backwards Incompatible Changes

Removed mmcv.fileio (#2179). The new fileio interfaces can be found at mmengine.fileio
Removed mmcv.runner, mmcv.parallel, mmcv.engine and mmcv.device (#2216)
Removed all classes in mmcv.utils (eg Config and Registry) and many functions. Only a few functions related to mmcv are reserved (#2217). The new Config and Registry can be found at mmengine.registry and mmengine.config
Removed mmcv.onnex, mmcv.tensorrt modules, and related functions (#2225)
Dropped support for Python versions < 3.7 (#2525)
Dropped support for PyTorch versions < 1.8 and CUDA versions < 10.1
Renamed the package name mmcv to mmcv-lite and mmcv-full to mmcv. Also, changed the default value of the environment variable MMCV_WITH_OPS from 0 to 1 (#2235)

MMCV < 2.0	MMCV >= 2.0
```bash pip install openmim # Contains ops, because the highest version of mmcv-full # is less than 2.0.0, so there is no need to add version # restrictions mim install mmcv-full # do not contain ops mim install "mmcv < 2.0.0" ```	```bash pip install openmim # Contains ops mim install mmcv # Ops are not included, because the starting version of # mmcv-lite is 2.0.0, so there is no need to add version # restrictions mim install mmcv-lite ```

Bug Fixes

Improved compatibility of training stylegan2 (#2694)
Replace torch/extension.h with torch/types.h to fix compilation error on Windows (#2698)
Fixed torch2.0 dcn/mdcn symbolic (#2695)
Skipped fused_lrelu op when gcc is less than 6.0 or CUDA is less than 10.2 (#2671)
Skipped filtered_lrelu ut when CUDA is less than 10.2 (#2677)
Called operator __half explicitly (#2608)
Ensured fileio related interfaces maintain backward compatibility (#2539)
Fixed CI failure due to protobuf version (#2529)
Corrected flipkeypoint result of RandomFlip (#2527)
Fixed Windows OS version to 2019 (#2503)
Resolved optimizer 'ValueError' when using PReLU activation (#2444)
Fixed improper assertion in RandomChoiceResize (#2450)
Fixed Correlation op (#2274)
Fixed roi align symbolic for torch>=1.13 (#2443)
Added swaplabelpairs in RandomFlip (#2332)
Fixed MPS ops for torch1.12+ (#2302)
Corrected calculation error of out_w in MaskedConv2dFunction (#2264)
Cast mask type to enable training with amp (#2220)

Documentations

Fixed torch2.0 dcn/mdcn symbolic (#2695)
Skipped fused_lrelu op when gcc is less than 6.0 or CUDA is less than 10.2 (#2671)
Skipped filtered_lrelu ut when CUDA is less than 10.2 (#2677)
Called operator __half explicitly (#2608)
Used official isort (#2575)
Ensured fileio related interfaces maintain backward compatibility (#2539)
Fixed CI failure due to protobuf version (#2529)
Corrected flipkeypoint result of RandomFlip (#2527)
Fixed Windows OS version to 2019 (#2503)
Resolved optimizer 'ValueError' when using PReLU activation (#2444)
Fixed improper assertion in RandomChoiceResize (#2450)
Fixed Correlation op (#2274)
Fixed roi align symbolic for torch>=1.13 (#2443)
Added swaplabelpairs in RandomFlip (#2332)
Fixed MPS ops for torch1.12+ (#2302)
Corrected calculation error of out_w in MaskedConv2dFunction (#2264)
Cast mask type to enable training with amp (#2220)

Contributors

@HAOCHENYE @grimoire @zhouzaida @nijkah @BainOuO @enemy1205 @C1rN09 @triple-Mu @okotaku @vansinhu @Harold-lkk @KeiChiTse @xiexinch @xin-li-67 @VVsssssk @LYMDLUT @MeowZheng @yxzhao2022 @mzr1996 @ZwwWayne @YuanLiuuuuuu @ly015 @plyfager @GT9505 @zytx121 @hhaAndroid @fangyixiao18 @JingweiZhang12 @xcnick @zengyh1900

- Python
Published by zhouzaida almost 3 years ago

mmcv - MMCV Releases v2.0.0rc4

Features

Support LayerScale in FFN (#2451)
Add BezierAlign CUDA op (#2393)
Pick Ascend ops from the master branch (#2501)

Improvements

Support valueprojratio in MultiScaleDeformableAttention (#2452)
Use the new interface of fileio from mmengine (#2468, #2539)

Bug fixes

Fix optimizer 'ValueError' when using PReLU activation (#2444)
Fix flipkeypoint of RandomFlip returns a wrong result (#2527)

Documentations

Update the supported PyTorch and CUDA versions (#2456)
Add convention for the order of data transforms (#2442)
Update qq group link (#2454)

Others

Fix the version of Windows OS to 2019 in CI (#2503)
Deprecate the support for python3.6 (#2525)
Fix CI failed due to the version of protobuf (#2529)

Contributors

A total of 9 developers contributed to this release. @zhouzaida @KeiChiTse @Harold-lkk @vansin @okotaku @grimoire @HAOCHENYE @CokeDong @ckirchhoff2021

New Contributors

@KeiChiTse made their first contribution in https://github.com/open-mmlab/mmcv/pull/2444

Full Changelog: https://github.com/open-mmlab/mmcv/compare/v2.0.0rc3...v2.0.0rc4

- Python
Published by ice-tong about 3 years ago

mmcv - MMCV Releases v1.7.1

Features

Support RoiawarePool3d, MultiScaleDeformableAttn, ModulatedDeformConv2d and NMS with cambricon MLU backend (#2359, #2396, #2411, #2401)
Add Ascend npu adapter for FusedBiasLeakyRelu, DeformableRoIPool and NMS (#2474, #2481, #2387)
Support receptive field search of CNN models (https://github.com/open-mmlab/mmcv/pull/2056)

Bug fixes

Create Tensor with new_* method to support AMP (https://github.com/open-mmlab/mmcv/pull/2389)
Fix DCN TensorRT plugin (https://github.com/open-mmlab/mmcv/pull/2408)
Fix the bug when the input mask is not '0-1-tensor' in masked_conv (https://github.com/open-mmlab/mmcv/pull/2423)
Fix UT caused by the new version of packaging (https://github.com/open-mmlab/mmcv/pull/2482)
Change the block size to 1024 during compilation (https://github.com/open-mmlab/mmcv/pull/2460)
Fix skip_layer for RF-Next (https://github.com/open-mmlab/mmcv/pull/2489)

Documentations

Update supported pytorch versions (https://github.com/open-mmlab/mmcv/pull/2382)
Add code style guide (https://github.com/open-mmlab/mmcv/pull/2406)
Add currently-npu-supported-ops in ops.md (https://github.com/open-mmlab/mmcv/pull/2420)
Refine contributing.md (https://github.com/open-mmlab/mmcv/pull/1941)
Fix typos in contributing docs (#2462, #2485)
Update qq group link (https://github.com/open-mmlab/mmcv/pull/2453)
Replace NPU with Ascend in installation documentatio (https://github.com/open-mmlab/mmcv/pull/2469)

Others

Add torch1.13 checking in CI (https://github.com/open-mmlab/mmcv/pull/2405)
Update the URL of pyupgrade pre-commit hook (https://github.com/open-mmlab/mmcv/pull/2448)

Contributors

A total of 24 developers contributed to this release. @ZhangLearning @grimoire @zhouzaida @cathyzhang222 @DerryHub @ckirchhoff2021 @wangjiangben-hw @zcc-zjut @momo609 @ZShaopeng @Wickyzheng @HAOCHENYE @gasvn @lzyhha @zytx121 @BayMaxBHL @sunyc11 @mengpenghui @RangeKing @vansin @Taited @jayggh @xiabo123 @CokeDong

New Contributors

@ZhangLearning made their first contribution in https://github.com/open-mmlab/mmcv/pull/2359
@DerryHub made their first contribution in https://github.com/open-mmlab/mmcv/pull/2408
@gasvn made their first contribution in https://github.com/open-mmlab/mmcv/pull/2056
@BayMaxBHL made their first contribution in https://github.com/open-mmlab/mmcv/pull/2448
@sunyc11 made their first contribution in https://github.com/open-mmlab/mmcv/pull/2459
@mengpenghui made their first contribution in https://github.com/open-mmlab/mmcv/pull/2411
@Taited made their first contribution in https://github.com/open-mmlab/mmcv/pull/2485
@jayggh made their first contribution in https://github.com/open-mmlab/mmcv/pull/2474
@xiabo123 made their first contribution in https://github.com/open-mmlab/mmcv/pull/2460
@lzyhha made their first contribution in https://github.com/open-mmlab/mmcv/pull/2489

Full Changelog: https://github.com/open-mmlab/mmcv/compare/v1.7.0...v1.7.1

- Python
Published by ice-tong about 3 years ago

mmcv - MMCV Release V2.0.0rc3

Features

Add stack ball query and stack group points ops (#2292)
Support RoIAwarePool3d, Iou3d and MultiScaleDeformableAttn with MLU backend (#2359, #2339)
Support NMS with MLU590 backend (#2401)

Improvements

Adapt mlu code to cntoolkit3.0.1

Bug fixes

Fix roi align symbolic for torch>=1.13 (#2443)
Create Tensor with new_* method to support AMP (#2389)
Fix three nn op can not accept half tensor (#2348)
Fix the potential NaN bug in calcsquaredist (#2356)
Fix Correlation op (#2274)
Fix a not proper assertion in RandomChoiceResize (#2450)

Documentations

Make installation commands compatible with windows CMD (#2353)
Add macOS building notice (#2364)
Refine contributing.md (#1941)
Add code style guide (#2406)

Others

Add torch1.13 checking in CI (#2441)

Contributors

A total of 13 developers contributed to this release. @LYMDLUT @LYM-fire @zhouzaida @VVsssssk @xin-li-67 @grimoire @ZCMax @ZhangLearning @cathyzhang222 @HAOCHENYE @defei-coder @ZShaopeng @xiexinch

New Contributors

@LYMDLUT made their first contribution in https://github.com/open-mmlab/mmcv/pull/2353
@xiexinch made their first contribution in https://github.com/open-mmlab/mmcv/pull/2450

Full Changelog: https://github.com/open-mmlab/mmcv/compare/v2.0.0rc2...v2.0.0rc3

- Python
Published by ice-tong over 3 years ago

mmcv - 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 (https://github.com/open-mmlab/mmcv/pull/2262, https://github.com/open-mmlab/mmcv/pull/2370)
Add boxiouquadri & nms_quadri (https://github.com/open-mmlab/mmcv/pull/2277)
Add stack ball query and stack group points ops (https://github.com/open-mmlab/mmcv/pull/2292)
Support PrRoI op for Parrots (https://github.com/open-mmlab/mmcv/pull/2280)
Support Iou3d with cambricon MLU backend (https://github.com/open-mmlab/mmcv/pull/2339)
Add getJobLimitCapability interface and use it in nms (https://github.com/open-mmlab/mmcv/pull/2337)

Improvements

Support SiLU with torch < 1.7.0 (https://github.com/open-mmlab/mmcv/pull/2278)
Update onnx registry (https://github.com/open-mmlab/mmcv/pull/2294)
Adapt mlu code to cntoolkit3.0.1 (https://github.com/open-mmlab/mmcv/pull/2248)
Refactor the nms3d op to support MLU (https://github.com/open-mmlab/mmcv/pull/2296)
Add ability to pass logger instance to frameworks (https://github.com/open-mmlab/mmcv/pull/2317)
Add a new argument define_metric in wandb hook (https://github.com/open-mmlab/mmcv/pull/2237)

Bug fixes

Fix warning of CUDA ops (https://github.com/open-mmlab/mmcv/pull/2324)
Fix the bug of uninitialized prarmeter (https://github.com/open-mmlab/mmcv/pull/2345)
Fix three nn op can not accept half tensor (https://github.com/open-mmlab/mmcv/pull/2348)
Fix Correlation op (https://github.com/open-mmlab/mmcv/pull/2274)
Fix the potential NaN bug in calcsquaredist() (https://github.com/open-mmlab/mmcv/pull/2356)
Fix MPS ops for torch1.12+ (https://github.com/open-mmlab/mmcv/pull/2302)

Documentations

Refine README and installation documentations (https://github.com/open-mmlab/mmcv/pull/1977)
Update README and fix typo in docs (https://github.com/open-mmlab/mmcv/pull/2358)
Add steps to install mmcv-full on Ascend machine (https://github.com/open-mmlab/mmcv/pull/2363)
Add maintenance plan and print deprecated message (https://github.com/open-mmlab/mmcv/pull/2357)

Others

Upgrade pre commit hooks (https://github.com/open-mmlab/mmcv/pull/2321)
Build macOS wheel in Github Action (https://github.com/open-mmlab/mmcv/pull/2311, https://github.com/open-mmlab/mmcv/pull/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 https://github.com/open-mmlab/mmcv/pull/2324
@shcheklein made their first contribution in https://github.com/open-mmlab/mmcv/pull/2317
@cathyzhang222 made their first contribution in https://github.com/open-mmlab/mmcv/pull/2339
@momo609 made their first contribution in https://github.com/open-mmlab/mmcv/pull/2363

Full Changelog: https://github.com/open-mmlab/mmcv/compare/v1.6.2...v1.7.0

- Python
Published by ice-tong over 3 years ago

mmcv - MMCV Release V2.0.0rc2

😀 We are glad to announce that we are providing the mmcv pre-built packages for macOS (x86_64 architecture).

bash pip install -U openmim mim install 'mmcv>=2.0.0rc2'

Features

Add TTA transform (#2146)
Add two CUDA ops, boxiouquadri and nms_quadri (#2277)
Add two MLU ops, RoIPointPool3d and Deformable RoIPool (#2247, #2137)
Register a new activation layer SiLU to ACTIVATION_LAYERS (#2256, #2278)

Bug fixes

Fix the calculation error of out_w in MaskedConv2dFunction (#2264)
Fix MPS ops for torch1.12+ (#2302)
Add swap_labe_pairs in RandomFlip (#2332)

Documentations

Fix some mistakes in data_process.md (#2283)
Refactor the API structures of documentation (#2254)
Add a reminder in docs for macOS M1 users (#2268)
Translate data_transform.md to English (#2325)
Refine README and installation documentation (#2340)
Make installation commands compatible with Windows cmd (#2353)

Others

Update configs of CircleCI and GitHub Action (#2255)
Build macOS wheels in Github Action (#2350)
Upgrade the versions of pre-commit hooks (#2328)
Remove onnx-related files (#2295)

New Contributors

@yxzhao2022 made their first contribution in https://github.com/open-mmlab/mmcv/pull/2283
@xin-li-67 made their first contribution in https://github.com/open-mmlab/mmcv/pull/2268
@LYMDLUT made their first contribution in https://github.com/open-mmlab/mmcv/pull/2353

Contributors

@yxzhao2022 @LYMDLUT @grimoire @xin-li-67 @zytx121 @MeowZheng @HAOCHENYE @zhouzaida @ZShaopeng @defei-coder @okotaku

Full Changelog: https://github.com/open-mmlab/mmcv/compare/v2.0.0rc1...v2.0.0rc2

- Python
Published by zhouzaida over 3 years ago

mmcv - MMCV Release V1.6.2

Features

Register a new activation layer SiLU to ACTIVATION_LAYERS (#2256)
Add support of TorchVision's Model Registration API (#2246)
Add five MLU ops, which are CARAFEcarafe, MaskedConv2d, ThreeNN, DeformRoiPool, and RoipointPool3d (#2212, #2202, #2215, #2137,#2247)

Improvements

Add support for logging parameters to MlflowLoggerHook (#2188)
Add a new argument params to MlflowLoggerHook (#2193)
Support different border modes in imrotate (#2141)
Add pillow backend for ColorJitter related functions (#2127)

Bug fixes

Fix unit tests of onnx (#2155)
Fix cumulative gradient optimizer when resuming (#2093)
Path mapping only once in storage backends (#2204)
Fix RoiAlignRotated MLU implementation (#2210)
Fix a potential bug in PrRoIPool op (#2200)
Fix spconv clang-format (#2260)
Remove the restrictions of onnx versions (#2251)
Fix init_weights of MultiScaleDeformableAttention (#2158)
Cast the type of mask in ModulatedDeformConv2dFunction to enable training with AMP (#2220)
Fix the calculation error of out_w in MaskedConv2dFunction (#2264)
Fix ROCm backend support (#1918)

Documentations

Limit sphinxmarkdowntables and markdown versions (#2144)
Add swith_language.md in docs (#2160)
Fix the example error in registry.md (#2243)
Add zhihu articles (#2157)
Fix some mistakes in data_process.md (#2283)

Others

Add type hints for mmcv/image (#2089)

New Contributors

@gfyts0123 made their first contribution in https://github.com/open-mmlab/mmcv/pull/2103
@xcnick made their first contribution in https://github.com/open-mmlab/mmcv/pull/2155
@eivtho made their first contribution in https://github.com/open-mmlab/mmcv/pull/2188
@CokeDong made their first contribution in https://github.com/open-mmlab/mmcv/pull/2189
@tudejiang79 made their first contribution in https://github.com/open-mmlab/mmcv/pull/2210
@DanieeelLiu made their first contribution in https://github.com/open-mmlab/mmcv/pull/2215
@PungTeng made their first contribution in https://github.com/open-mmlab/mmcv/pull/2243
@ZShaopeng made their first contribution in https://github.com/open-mmlab/mmcv/pull/2247
@zstreet87 made their first contribution in https://github.com/open-mmlab/mmcv/pull/1918
@okotaku made their first contribution in https://github.com/open-mmlab/mmcv/pull/2256
@datumbox made their first contribution in https://github.com/open-mmlab/mmcv/pull/2246

Full Changelog: https://github.com/open-mmlab/mmcv/compare/v1.6.1...v1.6.2

- Python
Published by zhouzaida over 3 years ago

mmcv - MMCV Release V2.0.0rc1

Highlights

Starting from mmcv v2.0.0rc1, mmcv removes training process related modules such as Runner, Hook, Parallel, which will be provided by MMEngine. In addition, in v2.0.0rc1, mmcv added many data augmentation methods, such as CenterCrop.

- Python
Published by zhouzaida over 3 years ago

mmcv - MMCV Release V1.6.1

😀 We are glad to announce that we are providing the mmcv-full pre-built packages for PyTorch 1.12.0 starting from v1.6.0.

bash pip install -U openmim mim install mmcv-full

Features

Add bbox overlap MPS op (#2123)
Add PrRoIPool CUDA op (#2113)

Improvements

Improve ProfilerHook behavior when using a relative (or empty) dir_name (#2119)

Documentations

Fix some mistakes of examples (#2120)
Fix typos (#2124)
Fix markdown version (#2121)

Others

Add .pre-commit-config-zh-cn.yaml to speed up pre-commit in some cases

Contributors

A total of 6 developers contributed to this release.

@JingweiZhang12 @grimoire @zhouzaida @GPhilo @0reza @Happylkx

New Contributors

@Happylkx made their first contribution in https://github.com/open-mmlab/mmcv/pull/2120
@0reza made their first contribution in https://github.com/open-mmlab/mmcv/pull/2124
@GPhilo made their first contribution in https://github.com/open-mmlab/mmcv/pull/2119
@JingweiZhang12 made their first contribution in https://github.com/open-mmlab/mmcv/pull/2113

Full Changelog: https://github.com/open-mmlab/mmcv/compare/v1.6.0...v1.6.1

- Python
Published by zhouzaida over 3 years ago

mmcv - MMCV Release V1.6.0

😀 We are glad to announce that we are providing the mmcv-full pre-built packages for PyTorch 1.12.0 starting from v1.6.0.

bash pip install -U openmim mim install mmcv-full

Features

Add support for MPS (#2092)
Support RoiPool with Cambricon MLU backend (#2073)

Improvements

Add torch_meshgrid wrapper due to PyTorch change (#2044)
Add _run_ddp_forward method for MMDistributedDataParallel to be compatible with PyTorch1.12 (#2107)

Bug fixes

Fix name error in trtdeformconv.cpp (#2075)
Add torchvision_0.12.json for testing torchvision0.13 (#2084)
Fix numchannels in testbuildnormlayer which can not be divisible by num_groups (#2085)
Fix index error when using multi-samplers strategy (#2094)
Fix undefined variable error in pixel_group.cpp (#2104)

Type Hints

2031 #1991 #2003 #1995 #1993 #2030 #2002

Documentations

Reformat the op docs (#2052)
Add Dockerfile (#1974)

Contributors

A total of 14 developers contributed to this release.

@imabackstabber @triple-Mu @HAOCHENYE @zhouzaida @ZwwWayne @pallgeuer @triwahyuu @ytzhao @WINDSKY45 @EvelynWang-0423 @grimoire @zcyKTH @zhangtingyu11 @ychfan

- Python
Published by zhouzaida over 3 years ago

mmcv - MMCV Release V1.5.3

Features

Add ChamferDistance CUDA op (#1933)
Add two MLU ops, RoiAlignRotated and PSAMask (#2033 #2024)

Bug fixes

Fix protobuf compatible error (#1992)
Include torchvision_12.json in the sdist package (#2039)
make iou3d.boxes_iou3d actually calculate 3D IoU (#2018)
Fix batched_nms for rotated box and add type hints for nms.py (#2006)

Type Hints

Thanks to contributors for their efforts, mmcv has added type hints, which makes the code more readable. Here are all the pull requests of adding type hints.

1981 #1989 #1998 #1985 #1987 #1983 #2005 #1988 #2013 #2007 #2015 #2017 #2001 #2019 #2021 #2023 #2000 #2026 #1997 #2029 #2016 #2008 #2031 #1982 #1994 #1999 #2020 #2037 #2034 #1996 #2050

Documentations

Update copyright years in docs (#2042)
Fix mdformat version to support python3.6 (#2014)

Contributors

A total of 22 developers contributed to this release.

@RangeKing @gy-7 @triple-Mu @ytzhao @zengxiang68 @yangrisheng @WINDSKY45 @ShawnHXH @vansin @HarborYuan @tcexeexe @luopeichao @zcyKTH @filaPro @nxznm @liuyanyi @grimoire @zhouzaida @HAOCHENYE @ZwwWayne @teamwong111 @imabackstabber

- Python
Published by zhouzaida over 3 years ago

mmcv - MMCV Release V1.5.2

Improvements

Lower the restrictions of _resize method in BaseMergeCell (#1959)
Replace BEV IoU with 3D IoU (#1902)
Hook can get data_batch from Runner (#1940)
Add pyupgrade pre-commit hook (#1937)

Bug fixes

Fix bbox overlap fp16 (#1958)
Skip CPU test in testrotatedfeature_align.py for parrots (#1968)
Fix ismodulewrapper (#1900)
Fix the problem that the instance cannot be reused when overwriting the file client (#1747)

Documentations

Replace markdownlint with mdformat for avoiding installing ruby (#1936)
Fix failed links in docs/zh_cn/faq.md (#1964)
Fix docstrings in EvalHook (#1978)

Notes

Since PyTorch 1.11.0 has been released and we have provided the mmcv-full pre-compiled packages for it, we no longer provide them compiled with PyTorch 1.3 & 1.4 since v1.3.17. You can find previous versions compiled with PyTorch 1.3 & 1.4 here. The compatibility is still ensured in our CI, but we will discard the support of PyTorch 1.3 & 1.4 this year.

Contributors

A total of 14 developers contributed to this release.

@grimoire @teamwong111 @zhouzaida @JarvisKevin @HAOCHENYE @jshilong @filaPro @HIT-cwh @hhaAndroid @ZwwWayne @Tai-Wang @274869388 @wlf-darkmatter @imabackstabber

- Python
Published by imabackstabber almost 4 years ago

mmcv - MMCV Release V1.5.1

Features

Added ClearMLLoggerHook (#1906)
Added rotatedfeaturealign cpu & onnxruntime implementations (#1878)
Supports registering function (#1858)
Added adjust_hue (#1628)
Added a script to visualize lr (#1667)

Improvements

Speeds up bbox_overlaps op (#1718)
Added support for latest Pillow resampling filter naming scheme (#1931)

Bug fixes

Fixed collec_env() encoding error on Windows (#1905)
Fixed dump method of Config (#1837)
Fixed bbox_overlaps unit tests (#1914)
Ensures the type of filename parameter in Config is str (#1725)
Fixed nms rotate illegal memory access (#1891)
Fixed LmdbBackend which could not pickle env obj (#1764)
Fixed type annotations in file_client (#1942)
Fixed bbox overlap fp16 (#1958)

Documentations

Added IPU installation documentation (#1904)
Added type annotations (#1947, #1950, #1946)

Contributors

A total of 18 developers contributed to this release.

@imabackstabber @akravchuk97 @SuTanTank @grimoire @teamwong111 @HuDi2018 @WilliamKyle @luopeichao @274869388 @bryandeng @tehkillerbee @cuhk-hbsun @jmercat @triple-Mu @sundongwei @teamwong111 @ZwwWayne @zhouzaida

- Python
Published by zhouzaida almost 4 years ago

mmcv - MMCV Release V1.5.0

Features

Support training on IPU chip (#1882)
Support training on MLU chip (#1770, #1563,#1884,#1885,#1881)
Support for linearly learning rate decay (#1627)

Improvements

Optimize correlation (#1814)
Speed up Registry initialization (#1844)
NMS with CUDA only (#1824)
Add a differentiable rotated IoU op (#1854)
Support passing None to DictAction (#1834)
Enhance gettorchvisionmodels (#1867)

Bug fixes

Fix Python3.10 CI (#1828)
Fix collect_env() in Windows (#1789, #1887)
Fix sparse_conv unit test by releasing cache on GPU (#1872)
Fix unexpected keyword argument for GELU (#1847)
Fix potential negative padding size (#1792)
Fix version comparison to include prerelease versions (#1877)

Documentations

Fix docstring (#1876, #1880)

Notes

Since PyTorch 1.11.0 has been released and we have provided the mmcv-full pre-compiled packages for it, we no longer provide them compiled with PyTorch 1.3 & 1.4 since v1.3.17. You can find previous versions compiled with PyTorch 1.3 & 1.4 here. The compatibility is still ensured in our CI, but we will discard the support of PyTorch 1.3 & 1.4 this year.

Contributors

A total of 29 developers contributed to this release.

@wulele2 @Sharpiless @RockeyCoss @teamwong111 @SuTanTank @grimoire @MeowZheng @triple-Mu @astahlman @Qiza-lyhm @daydayfun @VVsssssk @Charlyo @filaPro @zytx121 @DCNSW @luopeichao @gaotongxiao @yushinliu @zihanchang11 @raoshenglong @zcyKTH @Mrxiaofei @HuDi2018 @vakker @zhouzaida @ZwwWayne @HAOCHENYE @imabackstabber

- Python
Published by imabackstabber almost 4 years ago

mmcv - MMCV Release V1.4.8

😀 We are glad to announce that we are providing the mmcv-full pre-built packages for torch1.11.0 starting from v1.4.7.

```bash

pip install mmcv-full -f https://download.openmmlab.com/mmcv/dist/{cuversion}/{torchversion}/index.html

pip install mmcv-full -f https://download.openmmlab.com/mmcv/dist/cu115/torch1.11/index.html pip install mmcv-full -f https://download.openmmlab.com/mmcv/dist/cu113/torch1.11/index.html

PyTorch does not provide pre-built packages for cu102 on Windows, so does mmcv-full

pip install mmcv-full -f https://download.openmmlab.com/mmcv/dist/cu102/torch1.11/index.html ```

Features

Config ignores imported modules and functions (#1802)
Implemented corner pool with python for torch<1.5 (#1772)

Improvements

Removed warnings in compilation (#1675)
Updated unit tests of mmdet3d ops (#1811)

Bug fixes

Fix ROCm support (#1704)
Fix MultiScaleDeformableAttention (#1823)
Fix voxelization bug (#1822)
Fix error cased by _sync_params which was renamed in torch1.11.0 (#1816)

Documentations

Add more Windows information in README (#1829)

Notes

Since PyTorch 1.10.0 has been released and we have provided the mmcv-full pre-compiled packages for it, we no longer provide them compiled with PyTorch 1.3 & 1.4 since v1.3.17. You can find previous versions compiled with PyTorch 1.3 & 1.4 here. The compatibility is still ensured in our CI, but we will discard the support of PyTorch 1.3 & 1.4 this year.

Contributors

A total of 12 developers contributed to this release.

@SuTanTank @VVsssssk @wHao-Wu @grimoire @jshilong @zhanggefan @luopeichao @imabackstabber @HAOCHENYE @zhouzaida @ZwwWayne @teamwong111

- Python
Published by teamwong111 almost 4 years ago

mmcv - MMCV Release V1.4.7

😀 We are glad to announce that we are providing the mmcv-full pre-built packages for torch1.11.0 starting from v1.4.7.

```bash

pip install mmcv-full -f https://download.openmmlab.com/mmcv/dist/{cuversion}/{torchversion}/index.html

pip install mmcv-full -f https://download.openmmlab.com/mmcv/dist/cu115/torch1.11/index.html pip install mmcv-full -f https://download.openmmlab.com/mmcv/dist/cu113/torch1.11/index.html

PyTorch does not provide pre-built packages for cu102 on Windows, so does mmcv-full

pip install mmcv-full -f https://download.openmmlab.com/mmcv/dist/cu102/torch1.11/index.html ```

Features

Add SegmindLoggerHook (#1650)
Config supports shallow copy (#1796)
Support fp16 training for gather_points op (#1758)
Add non-deterministic voxelization op from mmdet3d (#1783)
Add worker_init_fn helper function to initialize dataloader workers (#1788)

Bug fixes

Fix deconvflopscounter_hook (#1760)
Fix deform_conv inconsistent pybind (#1781)
Fix ProfilerHook when using IterBasedRunner (#1755)
Include spconv header files in the sdist package (#1766)
Fix bugs in DynamicScatter and Voxelization ops (#1748, #1746)

Documentations

Fix typos in config.md, cnn.md and data_process.md (#1797, #1798, #1799)
Fix a wrong example in DefaultOptimizerConstructor (#1795)

Deprecations

Add deprecated warning of deployment (#1750)

Others

Add copyright pre-commit-hook (#1742)
Reorganize OpenMMLab projects in README.md (#1744)
Fix typo in conv.py (#1759)
Add .owners.yml to dispatch daily issue (#1775)
Add PyTorch1.11.0 CI (#1800)

Notes

Since PyTorch 1.10.0 has been released and we have provided the mmcv-full pre-compiled packages for it, we no longer provide them compiled with PyTorch 1.3 & 1.4 since v1.3.17. You can find previous versions compiled with PyTorch 1.3 & 1.4 here. The compatibility is still ensured in our CI, but we will discard the support of PyTorch 1.3 & 1.4 this year.

Contributors

A total of 15 developers contributed to this release.

@saurbhc @XiwuChen @Xiangxu-0103 @SuTanTank @imflash217 @wangruohui @imabackstabber @del-zhenwu @gaotongxiao @HAOCHENYE @zhouzaida @RunningLeon @ZwwWayne @wHao-Wu @teamwong111

- Python
Published by zhouzaida almost 4 years ago

mmcv - MMCV Release V1.4.6

😀 We are glad to announce that we are providing the mmcv pre-built packages on Windows starting from v1.4.0.

```bash

pip install mmcv-full -f https://download.openmmlab.com/mmcv/dist/{cuversion}/{torchversion}/index.html

pip install mmcv-full -f https://download.openmmlab.com/mmcv/dist/cu102/torch1.10.0/index.html

We can ignore the micro version of PyTorch

pip install mmcv-full -f https://download.openmmlab.com/mmcv/dist/cu102/torch1.10/index.html ```

Features

Add detection3d op spconv (#1581)
Support deepcopy for Config (#1658)

Improvements

Refactor the interface of RoIAlignRotated (#1662)
Replace positional argument with keyword argument in EvalHook when calling save_checkpoint (#1694)

Bug fixes

Remove unused header files (#1653)

Documentations

Fix spelling error in registry.md (#1717)

Notes

Since PyTorch 1.10.0 has been released and we have provided the mmcv-full pre-compiled packages for it, we no longer provide them compiled with PyTorch 1.3 & 1.4 since v1.3.17. You can find previous versions compiled with PyTorch 1.3 & 1.4 here. The compatibility is still ensured in our CI, but we will discard the support of PyTorch 1.3 & 1.4 this year.

Contributors

A total of 12 developers contributed to this release.

@rentainhe @mzr1996 @MeowZheng @wHao-Wu @grimoire @ZwwWayne @AllentDan @teamwong111 @zhouzaida @nijkah @luopeichao @makifozkanoglu

- Python
Published by zhouzaida about 4 years ago

mmcv - MMCV Release V1.4.5

😀 We are glad to announce that we are providing the mmcv pre-built packages on Windows starting from v1.4.0.

```bash

pip install mmcv-full -f https://download.openmmlab.com/mmcv/dist/{cuversion}/{torchversion}/index.html

pip install mmcv-full -f https://download.openmmlab.com/mmcv/dist/cu102/torch1.10.0/index.html

We can ignore the micro version of PyTorch

pip install mmcv-full -f https://download.openmmlab.com/mmcv/dist/cu102/torch1.10/index.html ```

Improvements

Replace HSwish with PyTorch implementation (#1709)

Bug fixes

Fix the undefined name error (#1695)
Fix an incorrect assignment in the BaseTransformerLayer (#1670)
Fix the mismatch torch version of MlflowLoggerHook (#1680)
Fix a bug in min_area_polygons (#1702)
Fix batched nms for nms_rotated (#1688)

Documentations

Add cuDNN installation steps in tensorrt_plugin.md (#1711)

Notes

Since PyTorch 1.10.0 has been released and we have provided the mmcv-full pre-compiled packages for it, we no longer provide them compiled with PyTorch 1.3 & 1.4 since v1.3.17. You can find previous versions compiled with PyTorch 1.3 & 1.4 here. The compatibility is still ensured in our CI, but we will discard the support of PyTorch 1.3 & 1.4 this year.

Contributors

A total of 11 developers contributed to this release.

@nijkah @zytx121 @jamiechoi1995 @jshilong @MeowZheng @RangiLyu @RunningLeon @HAOCHENYE @ZwwWayne @zhouzaida @grimoire

- Python
Published by teamwong111 about 4 years ago

mmcv - MMCV Release V1.4.4

😀 We are glad to announce that we are providing the mmcv pre-built packages on Windows starting from v1.4.0.

```bash

pip install mmcv-full -f https://download.openmmlab.com/mmcv/dist/{cuversion}/{torchversion}/index.html

pip install mmcv-full -f https://download.openmmlab.com/mmcv/dist/cu102/torch1.10.0/index.html

We can ignore the micro version of PyTorch

pip install mmcv-full -f https://download.openmmlab.com/mmcv/dist/cu102/torch1.10/index.html ```

Features

Add 6 rotated detection ops for parrots (#1665)
Gradually reduce the difference between maxlr and baselr of CyclicLrUpdaterHook (#1655)

Improvements

Improve the docstring of LoggerHooks (#1664)

Bug fixes

Fix the unit test of correlation op (#1659)
Fix the invalid CUDA memory access when training s2anet (#1660)
Fix the bug of momentum updater with warmup policy (#1626)
Align HSigmoid with PyTorch official implementation(#1622)
Fix the scatter function when the device type of input is CPU (#1621)
Fix the cast_tensor_type (#1639)

Notes

Since PyTorch 1.10.0 has been released and we have provided the mmcv-full pre-compiled packages for it, we no longer provide them compiled with PyTorch 1.3 & 1.4 since v1.3.17. You can find previous versions compiled with PyTorch 1.3 & 1.4 here. The compatibility is still ensured in our CI, but we will discard the support of PyTorch 1.3 & 1.4 this year.

Contributors

A total of 11 developers contributed to this release.

@hokmund @HAOCHENYE @ZwwWayne @teamwong111 @zhouzaida @luopeichao @Bilibilee @gaotongxiao @imyhxy @zhanggefan @grimoire

- Python
Published by zhouzaida about 4 years ago

mmcv - MMCV Release V1.4.3

😀 We are glad to announce that we are providing the mmcv pre-built packages on Windows starting from v1.4.0.

```bash

pip install mmcv-full -f https://download.openmmlab.com/mmcv/dist/{cuversion}/{torchversion}/index.html

pip install mmcv-full -f https://download.openmmlab.com/mmcv/dist/cu102/torch1.10.0/index.html ```

Features

Add three rotated detection ops, which are ConvexIoU, ActiveRotatedFilter and MinAreaPolygon (#1610, #1598, #1611)
Add artifact logging to wandb hook (#1616)

Improvements

Deprecate the support for "python setup.py test" (#1637)
Add clockwise argument to ops boxiourotated and nms_rotated (#1592)
Replace DIVUP with GET_BLOCKS (#1586)
Refactor requirements (#1536)

Bug fixes

Fix the compilation error on windows (#1657, #1643)
Fix iou3d bug in parrots (#1656)

Documentations

Add the link of mmdeploy (#1638)

Notes

Since PyTorch 1.10.0 has been released and we have provided the mmcv-full pre-compiled packages for it, we no longer provide them compiled with PyTorch 1.3 & 1.4 since v1.3.17. You can find previous versions compiled with PyTorch 1.3 & 1.4 here. The compatibility is still ensured in our CI, but we will discard the support of PyTorch 1.3 & 1.4 next year.

Contributors

A total of 12 developers contributed to this release.

@zytx121 @fcakyon @zhanggefan @LudoBar @zhouzaida @ZwwWayne @grimoire @luopeichao @MeowZheng @AllentDan @Johnson-Wang @teamwong111

- Python
Published by teamwong111 about 4 years ago

mmcv - MMCV Release V1.4.2

😀 We are glad to announce that we are providing the mmcv pre-built packages on Windows starting from v1.4.0.

```bash

pip install mmcv-full -f https://download.openmmlab.com/mmcv/dist/{cuversion}/{torchversion}/index.html

pip install mmcv-full -f https://download.openmmlab.com/mmcv/dist/cu102/torch1.10.0/index.html ```

Features

Add three rotated detection ops, which are RotatedFeatureAlign, RiRoIAlignRotated and PointsInPolygons (#1603, #1599, #1600)
Support device dispatch in parrots (#1588)

Improvements

Fix some warnings in the unit tests (#1522)
Improve the DvcliveLoggerHook (#1208)
tensor2imgs supports converting a tensor to gray image (#1595)

Bug fixes

Compute distance to origin after sort (#1500)
Convert the type of bias to the same as the input in ModulatedDeformConv2dFunction (#1605)

Documentations

Refactor the structure of documentation (#1580)
Fix the typo in runner.md (#1591)

Notes

Since PyTorch 1.10.0 has been released and we have provided the mmcv-full pre-compiled packages for it, we no longer provide them compiled with PyTorch 1.3 & 1.4 since v1.3.17. You can find previous versions compiled with PyTorch 1.3 & 1.4 here. The compatibility is still ensured in our CI, but we will discard the support of PyTorch 1.3 & 1.4 next year.

Contributors

A total of 11 developers contributed to this release.

@teamwong111 @grimoire @uniyushu @daavoo @cuhk-hbsun @zhouzaida @ZwwWayne @gaotongxiao @AceCoooool @zytx121 @luopeichao

- Python
Published by zhouzaida about 4 years ago

mmcv - MMCV Release V1.4.1

😀 We are glad to announce that we are providing the mmcv pre-built packages on Windows starting from v1.4.0.

```bash

pip install mmcv-full -f https://download.openmmlab.com/mmcv/dist/{cuversion}/{torchversion}/index.html

pip install mmcv-full -f https://download.openmmlab.com/mmcv/dist/cu102/torch1.10.0/index.html ```

Features

Add ModuleDict inherited from BaseModule and ModuleDict (#1542)
Add PatchEmbed and PatchMerging modules used by transformer methods (#1305)
Add multiple backends support for imread/imwrite (#1527)

Improvements

Cancel previous CI jobs that are not completed or in the queue (#1537)
Detect anomalous parameters for debugging (#1547)
batched_nms supportd skipping the NMS operation (#1552)

Bug fixes

Fix the TensorRT error with PyTorch 1.8+ (#1464)
Fix _get_checkpoint_loader that can not correctly obtain a loader when the path of ceph contains cluster name (#1577)
Fix load_from_local that can not handle the path starting with ~ (#1549)
Fix the type inconsistency when a config contains the _delete_ key (#1575)

Documentations

Fix the documentation of deployment (#1512)
Fix the format of docstring (#1462, #1573)
Update FAQ (#1481)

Notes

Since PyTorch 1.10.0 has been released and we have provided the mmcv-full pre-compiled packages for it, we no longer provide them compiled with PyTorch 1.3 & 1.4 since v1.3.17. You can find previous versions compiled with PyTorch 1.3 & 1.4 here. The compatibility is still ensured in our CI, but we will discard the support of PyTorch 1.3 & 1.4 next year.

Contributors

A total of 10 developers contributed to this release.

@lvhan027 @RunningLeon @grimoire @zhouzaida @ZwwWayne @LutingWang @MeowZheng @teamwong111 @twmht @274869388

- Python
Published by zhouzaida about 4 years ago

mmcv - MMCV Release V1.4.0

😀 We are glad to announce that we are providing the mmcv pre-built packages on Windows starting from v1.4.0.

```bash

pip install mmcv-full -f https://download.openmmlab.com/mmcv/dist/{cuversion}/{torchversion}/index.html

pip install mmcv-full -f https://download.openmmlab.com/mmcv/dist/cu102/torch1.10.0/index.html ```

Improvements

Replace the third-party markdownlint hook with the official (#1535)
Add the CircleCI to test the unit tests of CUDA (#1540)
Skip CI when some specific files were changed (#1533)

Bug fixes

Fix the python bind of iou3d (#1524)
Fix a compiled error on Windows (#1526, #1543)
Fix a compiled error on Linux with cuda9.0 (#1525)
Fix an undefined symbol error when installing from pip (#1544)

Notes

Since PyTorch 1.10.0 has been released and we have provided the mmcv-full pre-compiled packages for it, we no longer provide them compiled with PyTorch 1.3 & 1.4 since v1.3.17. You can find previous versions compiled with PyTorch 1.3 & 1.4 here. The compatibility is still ensured in our CI, but we will discard the support of PyTorch 1.3 & 1.4 next year.

Contributors

A total of 5 developers contributed to this release.

@grimoire @teamwong111 @zhouzaida @ZwwWayne @wangruohui @del-zhenwu

- Python
Published by zhouzaida about 4 years ago

mmcv - MMCV Release V1.3.18

New features

Add grouppoints, iou3d, roiawarepool3d and voxelize in parrots (#1504)

Improvements

Refactor csrc with device dispatcher (#1463)
Update MMCls models in model_zoo/mmcls.json (#1513)
Improve .gitignore about datasets and logs and checkpoints (#1477)

Bug fixes

Fix compiled error on Windows (#1510)
Fix the unit test of Deform Conv (#1490)
Fix train example (#1502)
Fix ops links in LICENSES (#1517)
Skip the checking of LOCAL_RANK when loading checkpoint from HTTP or HTTPS (#1396)
Add load_url to handle incompatibility of PyTorch versions (#1377)

Docs

Add a script to check the installation of mmcv-full (#1474)
Add the URL of pre-built packages built with CUDA 11.3 (#1489)
Fix grammatical error in Registry docs (#1516)
Add the link and introduction of MMFlow in README (#1506)

Notes

Since PyTorch 1.10.0 has been released and we have provided the mmcv-full pre-compiled packages for it, we no longer provide them compiled with PyTorch 1.3 & 1.4 since v1.3.17. You can find previous versions compiled with PyTorch 1.3 & 1.4 here. The compatibility is still ensured in our CI, but we will discard the support of PyTorch 1.3 & 1.4 next year.

Contributors

A total of 13 developers contributed to this release.

@grimoire @lzhangzz @RunningLeon @zhouzaida @ZwwWayne @teamwong111 @MeowZheng @luopeichao @mzr1996 @vansin @tobiasfshr @innerlee @ly015

- Python
Published by teamwong111 over 4 years ago

mmcv - MMCV Release V1.3.17

Improvements

Improve the log when loading checkpoints (#1446)

Bug fixes

Fix the wrong weight reference in BaseTransformerLayer (#1418)
Sleep 2 seconds to prevent deadlock in IterBasedRunner (#1442)
Fix deform conv by adding an extra argument im2col_step (#1459)
Print a warning log if eval_res is an empty dict (#1398)
Rename the init parameter task to name in PaviLoggerHook (#1438)
Update the test data of test_tin_shift (#1426)

Docs

Add ops definition (#1434)
Fix invalid symbols in docstring (#1466)
Update the table of pre-built packages in README (#1433)

Notes

Since PyTorch 1.10.0 has been released and we have provided the mmcv-full pre-compiled packages for it, we no longer provide them compiled with PyTorch 1.3 & 1.4 since v1.3.17. You can find previous versions compiled with PyTorch 1.3 & 1.4 here. The compatibility is still ensured in our CI, but we will discard the support of PyTorch 1.3 & 1.4 next year.

Contributors

A total of 12 developers contributed to this release.

@grimoire @gaotongxiao @zhouzaida @ZwwWayne @teamwong111 @MeowZheng @ly015 @nbei @RangiLyu @Junjun2016 @hhaAndroid @RunningLeon

- Python
Published by zhouzaida over 4 years ago

mmcv - MMCV Release V1.3.16

New features

Add 4 detection3d related CUDA operators, which are voxel op, roiaware pool3d op, iou3d op and group points op (#1381, #1382, #1356, #1415)
Power FileClient and make it support more file interfaces (#1330)
Support uploading (loading) checkpoints to (from) different backends (#1375)

Improvements

Add CI for PyTorch 1.10 (#1431)
Add case_sensitive argument in scandir (#1389)

Bug fixes

Add DeviceGuard for ms_deform_attn_forward (#1402)
Fix config parsing error caused by non-ascii characters (#1410)
Fix error when building pdf documentaiton (#1414)
Update test data for test_iou3d (#1427)

Docs

Polish the documentation (#1411)

Notes

Since PyTorch 1.10.0 has been released and we have provided the pre-compiled packages for it, we plan to end the support for PyTorch 1.3 and 1.4 in future releases. We will still provide pre-compiled packages of these two versions for three months, but the reliability and technical support are not guaranteed.

Contributors

A total of 11 developers contributed to this release.

@jshilong , @bobo0810 , @ly015 , @zhouzaida , @Ezra-Yu , @DCNSW, @grimoire , @luopeichao , @ZwwWayne , @nbei , @mzr1996

- Python
Published by zhouzaida over 4 years ago

mmcv - MMCV Release V1.3.15

New features

Add seven detection3d related CUDA operators, which are FurthestPointSample, KNN, GatherPoints, ThreeInterpolate, ThreeNN, AssignScoreWithK and RoIPointPool3d (#1337, #1354, #1338, #1355, #1357, #1358, )
Add Deformable Conv CustomOp for onnxruntime (#1343)

Improvements

Switch the CUDA CI to the docker image provided by PyTorch (#1376)
Add code spell hook to pre-commit and fix typos (#1384)
Remove some obsolete code (#1370)

Bug fixes

Fix the weight initialization of deform conv (#1262)
Revise the unit test of correlation (#1368)
Fix the unrecognized symbol in correlation.cpp (#1372)
Fix a potential bug in deprecated_api_warning (#1395)
Add error handler when getting host failed (#1374)
Fix the infernence issue of MultiScaleDeformableAttention on CPU device (#1223)
Add a condition to disable invalid memory write by furthest_sample_point (#1405)
Reduce the test memory usage of ms_deformable_attn (#1407)

Docs

Add the Chinese documentation for CNN, ONNX, TensorRT, Build mmcv-full from source and contributing (#1246, #1331, #1336, #1353, #1351)
Add a note for installing mmcv-full (#1320)

Notes

Since PyTorch 1.9 has been released, we plan to end the support for PyTorch 1.3 and 1.4 in future releases. We will still provide pre-compiled packages of these two versions for three months, but the reliability and technical support are not guaranteed. In addition, starting from this version, we provide pre-compiled packages for Python 3.9.

Contributors

A total of 12 developers contributed to this release.

@bofen97, @grimoire, @zhouzaida, @ZwwWayne, @MeowZheng, @Fu0511, @hhaAndroid, @eugene123tw, @DCNSW, @del-zhenwu, @ZhichengHuang, @jshilong

- Python
Published by zhouzaida over 4 years ago

mmcv - MMCV Release V1.3.14

New features

Add two CUDA OPs BallQuery and Correlation (#1332, #1361 )
Support loading optical flow data from bytes (#1362)
Support empty tensor in MMSyncBN (#1205)

Docs

Replace the default theme of documentation with PyTorch Sphinx Theme (#1321)
Add the Chinese documentation for registry.md, config.md, ops.md and visualization.md (#1204, #1349, #1350)

Notes

Since PyTorch 1.9 has been released, we plan to end the support for PyTorch 1.3 and 1.4 in future releases. We will still provide pre-compiled packages of these two versions for three months, but the reliability and technical support are not guaranteed.

Contributors

A total of 8 developers contributed to this release.

@AluminiumOxide, @MeowZheng, @zhouzaida, @grimoire, @ZwwWayne, @nbei, @DCNSW, @luopeichao

- Python
Published by zhouzaida over 4 years ago

mmcv - MMCV Release V1.3.13

New features

Add the CPU implementation of DCN and Modulated DCN (#1278)
Add the revert_sync_batchnorm function to convert SyncBN in any model to BN (#1253)
Add python3.9 in CI to verify the support for python3.9 (#1291)

Improvements

Reimplement cc_attention using pure PyTorch (#1201)
Enhance the output of exception (#1309)
Restrict the warning message (#1267)

Bug fixes

Fix missing state_dict._metadata when saving and loading checkpoints (#1294)
Fix typo about installation (#1313)
Fix sphinx version (#1301)

Docs

Add the Chinese documentation for faq.md (#1252)

Notes

Since PyTorch 1.9 has been released, we plan to end the support for PyTorch 1.3 and 1.4 in future releases. We will still provide pre-compiled packages of these two versions for three months, but the reliability and technical support are not guaranteed.

Contributors

A total of 13 developers contributed to this release.

@Leojc @eugene123tw @weiji14 @mzr1996 @zhouzaida @yyz561 @gaotongxiao @EricKani @MeowZheng @ZwwWayne @xvjiarui @Junjun2016 @grimoire

- Python
Published by zhouzaida over 4 years ago

mmcv - MMCV Release V1.3.12

New features

Add a GradientCumulativeOptimizerHook for training model with a larger batch size (#1221)
Add a DefaultRunnerConstructor for extending existing Runner(#1296)
Add modulated_deform_conv to support onnxruntime (#1281)

Improvements

Add mmcv namespace for custom onnx ops (#1254)
Compile mmcv with all available CPUs (#1046)
Support deprecation information in Config (#1275)
Add windows CI (#1023)

Bug fixes

Fix the nms implementation of CPU (#1244)
Remove the duplicate files in mmcv/ops/csrc (#1284)
Upgrade the version of ONNX Runtime (#1290)

Docs

Use myst-parser extension for sphinx and make the style more beautiful (#1287)
Add the Chinese documentation for utils.md and runner.md (#1232, #1202)

Notes

Since PyTorch 1.9 has been released, we plan to end the support for PyTorch 1.3 and 1.4 in future releases. We will still provide pre-compiled packages of these two versions for three months, but the reliability and technical support are not guaranteed.

Contributors

A total of 11 developers contributed to this release.

@innerlee, @grimoire, @zhouzaida, @raoshenglong, @jiang1997, @ZhiyuanChen, @mzr1996, @PeiqiWang, @hhaAndroid, @ZwwWayne, @densechen

- Python
Published by zhouzaida over 4 years ago

mmcv - MMCV Release V1.3.11

Improvements

Refactor the directory of csrc (#1206)
Add PR document (#1209)
Speed up mmcv import (#1249)
Do not depend on setuptools>=52 (#1235)

Bug Fixes

Fix the bug that the training log and evaluating log are mixed (#1252)
Fix dcn forward and backward when batch size is larger than im2col_step (#1212)
Fix potential bugs of basemodule when record the initilization information (#1217)

Notes

Since PyTorch 1.9 has been released, we plan to end the support for PyTorch 1.3 and 1.4 in the future releases. We will still provide pre-compiled packages of these two versions for three months, but the reliability and technical support are not guaranteed.

Contributors

A total of 12 developers contributed to this release.

@hellock, @xvjiarui, @jshilong, @ZwwWayne, @MeowZheng, @innerlee, @zhouzaida, @kennymckormick, @grimoire, @nbei, @dreamerlin, @Junjun2016

- Python
Published by zhouzaida over 4 years ago

mmcv - MMCV Release V1.3.10

New Features

Register CrissCrossAttention into plugin layers (#1189)
Support custom hooks in IterBasedRunner (#1193)
Add ONNX export support to torch.roll (#1194)
Add flat cosine lr updater (#1066)
Add logger for initialization of parameters (#1150)

Improvements

Add is_tracing to wrap torch.jit.is_tracing in different versions of pytorch #1187
Revise the interface of upfirdn2d function (#1195)
Improve digit_version (#1185)
Add TERMINOLOGY.md (#895)

Bug Fixes

Fix potential integer overflow in imequalize (#1198)
Fix floor/ceil error in deform_attn for windows (#1037)
Resolves the duplicate logs issue (#1164)
Fix example (#1074)
Prevent kernel_normalizer to change mask dtype (#1210)

Notes

Since PyTorch 1.9 has been released, we plan to end the support for PyTorch 1.3 and 1.4 in the future releases. We will still provide pre-compiled packages of these two versions for three months, but the reliability and technical support are not guaranteed.

Contributors

A total of 19 developers contributed to this release.

@yeliudev, @007gzs, @wangg12, @qizhuli, @ddonatien, @mzr1996, @Junjun2016, @grimoire, @nbei, @dreamerlin, @jshilong, @kennymckormick, @zhouzaida, @ZwwWayne, @hellock, @MeowZheng, @innerlee, @xvjiarui, @RunningLeon

- Python
Published by zhouzaida over 4 years ago

mmcv - MMCV Release V1.3.9

New Features

Support building MMCV with ROCm (#1022)
Support tensorrt custom plugin MMCVCornerPool (#1179)

Improvements

Use LooseVersion for version checking (#1158)
Refactor structure of documentation (#1102)
Build Chinese documentation (#1073)

Bug Fixes

Fix SyncBN in PyTorch 1.9 (#1138)
Fix saconv in PyTorch 1.9 (#1147)
Fix unittest in PyTorch 1.9 (#1146)
Fix missing check of directory in scandir (#1110)
Change dict update order to fix bug of resumed checkpoint (#1108)

- Python
Published by zhouzaida over 4 years ago

mmcv - MMCV Release V1.3.8

New Features

Add TensorRT support to modulated deformable conv ops (#1078)
Support variables in base files for configs (#1083)

Improvements

Delete the warning report of BaseInit (#1126)
Add to_ntuple() helper function (#1125)
Support resize or rescale an image to multiple (#1121)
Refine the EvalHook to meet the demand for the downstream codebases (#1076)
Refine default hooks and custom hooks priority rank (#1120)
Refine the PyTorch CUDA implementation for Criss Cross Attention (#1143)
Support image reading while ignoring EXIF orientation info (#1091)
Support print hooks before running (#1123)

Bug Fixes

Fix the dimension of getOutputDimensions (#1117)
Fix the backward-compatible of empty tensor inference (#1131)
Fix the permission denied error on windows (#1077)

- Python
Published by zhouzaida over 4 years ago

mmcv - MMCV Release V1.3.7

Improvements

Add a return value in TextLoggerHook.log() (#1040)

Bug Fixes

Avoid bc-breaking when importing MultiScaleDeformableAttention (#1100)

- Python
Published by zhouzaida over 4 years ago

mmcv - MMCV Release V1.3.6

New Features

Add DvcliveLoggerHook (#1075)
Enable exporting to ONNX for PointRend (#953)
Support resuming loss scaler for FP16 training (#1013)

Backwards Incompatible Changes

In PR #978, MultiScaleDeformableAttention has been moved to mmcv/ops/multiscaledeformattn.py. So the import source has been changed from mmcv.cnn.bricks.transformer to `mmcv.ops.multiscaledeformattn`. See the example of migration in https://github.com/open-mmlab/mmdetection/pull/5338.

Improvements

Add segmentation keys for greater_keys in EvalHook (#1060)
Improve windows support for list_from_file() (#1043)
Add runner tutorial (#1082)
Refactor the base class related to transformer (#978)
Add support for scorethreshold and maxnum for NMS operation when exporting to ONNX (#957)
Support using the name of the base classes in init_cfg (#1057)

Bug Fixes

Fix link of checkpoints for mmcls (#1067)
Fix the docstring for initializers (#1071)

- Python
Published by zhouzaida over 4 years ago

mmcv - MMCV Release V1.3.5

New Features

Add NeptuneLoggerHook (#1025)
Add truncated normal weight init (#935)
Add cummax/cummin tensorrt plugin (#1031)
Add cuda version BorderAlign module (#1021)
Add TensorRT InstanceNormalization plugin (#1034)

Improvements

Support amp (pytorch >= 1.6.0) on DCN and DCNv2 (#1029)

Bug Fixes

Fix a bug when two or more loggers were set (#1015)
Fix generalized attention fp16 (#1036)

- Python
Published by zhouzaida almost 5 years ago

mmcv - MMCV Release V1.3.4

New Features

Support corner_pool related custom operators for onnxruntime (#997)
Support custom operators cummax and cummin for onnxruntime (#1010)
Add StepMomentumUpdaterHook (#1011)
Add pixel group and contour expand ops (#993)
Add custom hook by config file (#970)

Improvements

Add test util for checking stand-alone python scripts (#1007)
Add triangular policy in CyclicLrUpdaterHook (#1001)
Load hook_msgs when resume checkpoint (#962)
Update weight initialization in cnn.md (#912)

Bug Fixes

Fix DCN fp16 (#1014)
Fix basemodule (#1018)
Fix softnms (#1019)
Fix wrong iter number and progress number in the logging during val/test time #914
Read in rb mode then decode (#983)

- Python
Published by zhouzaida almost 5 years ago

mmcv - MMCV Release V1.3.3

Bug Fixes

Fix pybind exporting bug in fusedbiasleakyrelu and upfirdn2d (#1005)

- Python
Published by zhouzaida almost 5 years ago

mmcv - MMCV Release V1.3.2

New Features

Add Rotated ROI align op for pytorch and onnxruntime (cpu) (#933)
Support Multi-Scale-DeformAttention in deformable-detr (#878)
Support CPU training with MMDataParallel (#972)
Support auto_fp16 using torch.cuda.amp when PyTorch >= 1.6.0 (#951)
Add PyTorch Profiler to analyze training process (#937)

Improvements

Remove redundant self.init_cfg (#959)
Refactor init cfg (#958)
Refactor readme.md (#984)
Use Sequential rather than nn.Sequential in buildmodelfrom_cfg (#992)
Use len(result) as batch size in engine/test.py (#987)
Support clipping min_lr in StepLrUpdaterHook #995

Bug Fixes

Fix compile without cuda (#945)
Rename initweight to initweights (#971)
Incorrect citation in transformer documentation (#974)
Fix data type in fused-bias-leakyrelu for apex fp16 training (#981)
Fix raise error bug in registering multiple names (#949)

- Python
Published by zhouzaida almost 5 years ago

mmcv - MMCV Release V1.3.1

New Features

Add OneCycleLrUpdaterHook (#906)
Add onnxruntime custom op grid_sample (#916)
Add EvalHook which will be used in downstream projects (#739)
Add model registry (#760)

Improvements

Add more detail of warning in basemodule (#899)
Remove deprecated onnx-simplify source code (#927)
Add total_steps attribute for OneCycleLrUpdaterHook (#929)
Add docstring for DeformConv (#921)
Revise init_weight in BaseModule (#905)
Add document for TensorRT and onnxruntime custom ops (#920)
Add init_cfg in transformer base classes (#946)

Bug Fixes

Fix initialization bug of override cfg (#918)
Fix typo in buildconvlayer docstring (#928)
Fix onnx interpolate conversion (#917)
Fix bug of lr updater hook (#907)
Fix wandb logger drop result bug (#913)
Revise override in init_cfg (#930)
Fix cuda compile error on visual studio 16.9 (#891)
Fix DeformConv2d bias error and add tests (#940)
Fix train error in EpochBasedRunner (#942)

- Python
Published by zhouzaida almost 5 years ago

mmcv - MMCV Release V1.3.0

New Features

Add cutout and lighting (#909)
Add transformer base class (#892)
Add Caffe2Xavier Initializer (#902)
Add cuda ops: UpFirDn2d and fusedbiasleakyrelu (#900)
Support to calculate FLOPs of GN, IN, LN (#897)
Add Sequential with init_weight (#884)
Add tifffile backend support for image io (#868)
Add Deformable Conv2d TensorRT Plugin (#858)
Support auto contrast (#881)
Add adjust sharpness (#864)
Add HTTP backend (#860)
Add NonMaxSuppression TensorRT Plugin (#787)
Add GELU activation function (#843)
Add readme of chinese version (#846)

Improvements

Revise function of layers and override keys in init_cfg (#893)
Revise function of is_init flag in BaseModule (#898)
Support revisekeys in loadcheckpoint()(#829)
Support save last checkpoint (#853)
Update video/io.py (#856)
Add docstring for DistSamplerSeedHook (#850)

Bug Fixes

Fix bug of convmodule (#889)
Fix scatter in pytorch18 (#882)
Fix test unit of nms and batched_nms for tensorrt (#872)
Fix bugs in some photometric transforms (#863)
Fix pytorch2onnx failed for interpolate op with PyTorch==1.6.0 (#848)
Fix the iter error when the number of GPUs is different during resume (#844)
Fix typo in README (#852)
Fix document in cnn.md (#841)

- Python
Published by zhouzaida almost 5 years ago

mmcv - MMCV Release V1.2.7

New Features

Add initializers and BaseModule for unified parameter initialization (#780, #825)
Add ort nms op (#803)

Improvements

Add register_itertimer_hook function (#838)
Add more error info in build_from_cfg (#834)
Add map_location parameter for all checkpoint load functions (#826)
Add file mode parameter for logger to support customized mode (#808)
Polish CONTRIBUTING for all OpenMMLab projects (#807)
Add a short document for TensorRT plugins in mmcv (#797)
Refactor _load_checkpoint function (#790)

Bug Fixes

Fix BaseRunner hook registry bug (#840)
Fix no torch.no_grad decorator for val in IterBasedRunner (#835)
Fix weight shape mismatch bug of DCN when batch size larger than 64 (#819)
Fix imshow_bboxes with incontiguous img (#823)
Fix header file for std::iota(#803) in nms op (#820)
Parse scales of list when PyTorch==1.7.0 (#815)
Fix misleading tutorial document in io.md (#813)
Hande exif orientation with pillow backend in imread (#805)

- Python
Published by ycxioooong about 5 years ago

mmcv - MMCV Release V1.2.6

New Features

Add custom operator support for TensorRT. (#786)
Allow register multi-name for a module simultaneously. (#775)
Support load checkpoint from ceph. (#778)
Add common testing functions to OpenMMLab repos. (#743)
Add ScatterND TensorRT Plugin. (#786)

Improvements

Set installation of onnx simplify's related packages to optional. (#799)
Add torch.no_grad() decorator to the whole val workflow. (#777)
Add dataset classes name info to meta when saving checkpoints. (#776)
Support not to register lr scheduler hook. (#774)

Bug Fixes

Fix copy source file path for Windows. (#796)

- Python
Published by ycxioooong about 5 years ago

mmcv - MMCV Release V1.2.5

New Features

Add custom op roialign for onnxruntime. (#724)
Add onnx-simplify. (#751)

Bug Fixes

Fix MMDistributedDataParallel when pytorch>=1.7. (#769)

- Python
Published by ycxioooong about 5 years ago

mmcv - MMCV Release V1.2.4

Improvements

Unify installation instruction. (#765)

Bug Fixes

Remove pytest from the runtime dependencies. (#763)

- Python
Published by ycxioooong about 5 years ago

mmcv - MMCV Release V1.2.3

New Features

Add custom operators support for onnxruntime. (#612)
Support mpi launcher. (#726)

Improvements

Add 'iof' mode and 'aligned' mode for box_iou_rotated. (#726, #753)
Refactor mmcv-full installation to fit pip>=20.3 and follow PEP440. (#748)
Add model links (MobileNet-V3, ResNet18-V1c). (#755, #757)
Allow to replace nested tuple and list via options in Config. (#731)
Support mmcv bricks in flops compuation. (#715)

Bug Fixes

Fix mmcls related models and links. (#741, #745)
Fix grad_output uncontiguous. (#737)
Avoid recursion error when using customized norm layer without _abbr_. (#732)
Minor bug fixes, docs, unit tests related to nms. (#728, #733)
Fix checkpoint key error. (#722)
Fix comments of init_weights in ConvModule (#730)

- Python
Published by ycxioooong about 5 years ago

mmcv - MMCV Release V1.2.2

New Features

Add clamp activation layer. (#685)

Improvements

Refactor flow_warp and remove its C implementation. (#707)
LossScaler: Allow the initial value to be set in dynamic mode. (#692)
Add installation instructions for mmcv-full build on Windows. (#663)
Allow list index keys in Config.merge_from_dict. (#696)

Bug Fixes

Check MASTER_ADDR in the environment variable before assignment. (#705)
Fix mmcv-full installation using pip 20.3. (#703)

- Python
Published by ycxioooong about 5 years ago

mmcv - MMCV Release V1.2.1

New Features

Add box_iou_rotated, ml_nms_rotated and nms_rotated. (#625)
Add wrappers for Conv3d, MaxPool3d and ConvTranspose3d. (#652)
Add onnx support to roi_align and roi_pool. (#593)
Add more transforms: LUT(#646) and CLAHE(#647).

Improvements

Better support of pytorch2onnx for detection models. (#648)
Add documentation for registry. (#656)
Refactor logger. (#659)
Enhance hsigmoid: support more parameters. (#657)

Bug Fixes

Fix rotated NMS. (#668)

- Python
Published by ycxioooong over 5 years ago

mmcv - MMCV Release V1.2.0

New Features

Support PyTorch 1.7. (#631)
Add dynamic scale that manages loss scaling in mixed precision training. (#585)

Improvements

Add hook message for checkpoint hook (#635)

Bug Fixes

Fix bug in logger hooks. (#634, #637)
Update lr_updater to correct period index computation. (#574)
Fix missing arguments when converting DCN to ONNX. (#624)

- Python
Published by ycxioooong over 5 years ago

mmcv - MMCV Release V1.1.6

New Features

New method import_modules_from_strings for import customized modules when loading config from file. (#606)
Add switch for onnx exporter to get different ONNX model according to the backend. (#607)
Add Sync buffer in CheckpointHook. (#588)

Improvements

Refactor logger hooks. (#605)
Skip opencv requirement if it's already installed in the env. (#616)
Serveral updates regarding Windows and unittests. (#586)

Bug Fixes

Fix bug in resuming dict version of optimizers when using epoch based runner. (#610)
Fix iter-time-hook bug when meeting iter-based runner. (#623)

- Python
Published by ycxioooong over 5 years ago

mmcv - MMCV Release V1.1.5

Bug Fixes

Fix wrappers version comparison bug. (#602)
Revert DCN to fix the bug introduced in https://github.com/open-mmlab/mmcv/pull/565. (#597)

- Python
Published by ycxioooong over 5 years ago

mmcv - MMCV Release V1.1.4

New Features

Add a RUNNERS registry and build_runner method. (#570)
Support to specify LR of DCN's conv_offset. (#344)

Improvements

merge the calling of train/valstep and batchprocessor into run_iter (#553)
Add the missing by_epoch arg for MlflowLoggerHook and WandbLoggerHook. (#576)
Add aligned=True for torchvision roi_align. (#581)
Adopt the new URL https://download.openmmlab.com. (#583)
Register deconv in CONV_LAYERS. (#582)
Log grad norm in fp16 optimizer hook. (#584)

Bug Fixes

Fix fp16_optimizer state bug. (#580)
Fix the pytorch version comparison in op wrappers. (#572)

- Python
Published by hellock over 5 years ago

mmcv - MMCV Release V1.1.3

New Features

Implement Conv2dAdaptivePadding, which is the same op as 2D convolution in tensorflow with padding set to "same". (#529)
Support reading video from url (#531)
Add imtranslate, imequalize, adjust_color, adjust_brightness, adjust_contrast augmentation. (#538, #542, #543, #546)

Improvements

Add switch for onnx exporter. (#564)
Allow type to be default_args in build_from_cfg. (#558)
Expose wrap_fp16_model to mmcv.runner. (#555)
Move op wrappers into bricks and use wrappers in registry (#550)
Support multiple interpolation modes for imrotate (#545)

Bug Fixes

Fix the init method of deprecated wrappers. (#567)
Fix DCN bug in parrots. (#562, #563, #565)
Use copy instead of symlink on windows. (#557)
Remove assertion for batch size and samplespergpu. (#549)
Fix compilation bug in windows and add instruction for windows. (#540)
Fix missing padval in impadto_multiple. (#539)

- Python
Published by hellock over 5 years ago

mmcv - MMCV V1.1.2 Release

New Features

Add Swish activation (#522)
Add shear augmentation (#526)
Support loading checkpoints in MMClassification with the scheme mmcls:// (#511)

Improvements

Allow imshow_det_bboxes() to return the image with bboxes. (#527)
Add more default types for json dump (#536)

- Python
Published by hellock over 5 years ago

mmcv - MMCV V1.1.1 Release

New Features

Add collect_env() to collect environment info.
Add import_modules_from_strings() to import modules from a string list.

Improvements

Support splitting in batched_nms when box number is too large.
Support pickling Config.
Add diagonal flip mode.

Bug fixes

Fix regex bugs in windows paths.
Fix windows compilation issue.
Fix inconsistent return types in pybind11 function prototypes.

- Python
Published by hellock over 5 years ago

mmcv - MMCV V1.1.0 Release

New Features

Add ONNX support for adaptive average pooling
Add TINShift op (used in MMAction2)
Add DepthwiseSeparableConvModule
Support PyTorch 1.6

Improvements

Allow log_config to be None when registering logger hooks
Support unserializable values for JsonHandler
Add a trouble shooting page for common issues related to installation and usage
Change the model url from AWS to Aliyun
Close the config file after opening to avoid warnings

Bug fixes

Fix MMDataParallel in CPU mode
Fix the val mode in logging
Fix the API incompatibility of SAConv in PyTorch 1.6
Fix PaviLoggerHook
Fix the local rank when using slurm
Fix the set_epoch() for customized BatchSampler
Fix the parameter order mismatch of SyncBN
Fix the logger config for IterBaseRunner
Fix the typo for yaml file extension check in Config

- Python
Published by hellock over 5 years ago

mmcv - MMCV V1.0.5 Release

New Features

Add EMAHook.
Add get_git_hash() to get the commit id for a git repo.

Bug Fixes

Fix ONNX symbolic for parrots.
Fix SyncBuffersHook on single GPU training.
Import Fp16OptimizerHook to mmcv.Runner.
Fix regex on windows.

- Python
Published by hellock over 5 years ago

Recent Releases of mmcv

mmcv - v2.2.0

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mmcv - MMCV Releases v1.7.2

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mmcv - MMCV Releases v2.1.0

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mmcv - MMCV Releases v2.0.0rc4

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mmcv - MMCV Release V2.0.0rc3

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