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[Feature] Support modulated_deform_conv and deform_conv with cambricon MLU backend #2823

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merged 5 commits into from
Jul 27, 2023

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qipengh
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@qipengh qipengh commented Jun 7, 2023

Thanks for your contribution and we appreciate it a lot. The following instructions would make your pull request more healthy and more easily get feedback. If you do not understand some items, don't worry, just make the pull request and seek help from maintainers.

Motivation

support DCN and modulated_DCN op on device mlu

Modification

    modified:   docs/en/understand_mmcv/ops.md: update doc
    modified:   docs/zh_cn/understand_mmcv/ops.md: update doc
    modified:   mmcv/ops/__init__.py : add class module
    modified:   mmcv/ops/deform_conv.py : add class DeformConv2dPack_MLU
    modified:   mmcv/ops/modulated_deform_conv.py : add class ModulatedDeformConv2dPack_MLU
    modified:   tests/test_ops/test_deform_conv.py : add test to adapt mlu
    modified:   tests/test_ops/test_modulated_deform_conv.py : add test to adapt mlu
    modified:   tests/test_ops/test_masked_conv2d.py: close mlu tf32

BC-breaking (Optional)

Does the modification introduce changes that break the backward-compatibility of the downstream repositories?
If so, please describe how it breaks the compatibility and how the downstream projects should modify their code to keep compatibility with this PR.

Use cases (Optional)

If this PR introduces a new feature, it is better to list some use cases here, and update the documentation.

Checklist

Before PR:

  • I have read and followed the workflow indicated in the CONTRIBUTING.md to create this PR.
  • Pre-commit or linting tools indicated in CONTRIBUTING.md are used to fix the potential lint issues.
  • Bug fixes are covered by unit tests, the case that causes the bug should be added in the unit tests.
  • New functionalities are covered by complete unit tests. If not, please add more unit test to ensure the correctness.
  • The documentation has been modified accordingly, including docstring or example tutorials.

After PR:

  • If the modification has potential influence on downstream or other related projects, this PR should be tested with some of those projects, like MMDet or MMCls.
  • CLA has been signed and all committers have signed the CLA in this PR.

@mengpenghui
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+1

@qipengh qipengh changed the title [Feature] Support modulated_deform_conv and deform_conv with cambricon MLU backend [WIP] Support modulated_deform_conv and deform_conv with cambricon MLU backend Jun 16, 2023
@qipengh qipengh changed the title [WIP] Support modulated_deform_conv and deform_conv with cambricon MLU backend [Feature] Support modulated_deform_conv and deform_conv with cambricon MLU backend Jun 30, 2023
@zhouzaida zhouzaida added the MLU label Jul 3, 2023
@zhouzaida zhouzaida merged commit 86a38aa into open-mmlab:main Jul 27, 2023
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[Feature] mmcv2.0 does not support ops DeformConv2d and ModulatedDeformConv2d for MLU backend
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