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[Feature] Support RoiawarePool3d with cambricon MLU backend. #2359

Merged
merged 2 commits into from
Nov 3, 2022
Merged

[Feature] Support RoiawarePool3d with cambricon MLU backend. #2359

merged 2 commits into from
Nov 3, 2022

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ZhangLearning
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@ZhangLearning ZhangLearning commented Oct 28, 2022

Motivation

The motivation of the PR is to support running RoiawarePool3d with Cambricon MLU backend.

It includes three parts:

  1. Add roiaware_pool3d_mlu_kernel.mlu src code as MLU kernel.
  2. Add roiaware_pool3d_mlu.cpp to support launching kernel in PyTorch.
  3. Refactor test_roiaware_pool3d.py to support testing RoiawarePool3d with MLU backend.

Modification

  • MLU src code
    Add MLU src code of RoiawarePool3d in directory mmcv/ops/csrc/common/mlu/roiaware_pool3d_mlu_kernel.mlu.
  • PyTorch adaptation
    Adapt RoiawarePool3d for PyTorch in mmcv/ops/csrc/pytorch/mlu/roiaware_pool3d_mlu.cpp.
  • Unit test
    Support test RoiawarePool3d with various backends in tests/test_ops/test_roiaware_pool3d.py.

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.

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CLAassistant commented Oct 28, 2022

CLA assistant check
All committers have signed the CLA.

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@grimoire grimoire left a comment

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LGTM

@zhouzaida zhouzaida merged commit b622fb2 into open-mmlab:master Nov 3, 2022
zhouzaida pushed a commit to zhouzaida/mmcv that referenced this pull request Nov 22, 2022
…ab#2359)

* [Feature] Support RoiawarePool3d with cambricon MLU backend.

* [Feature] Support RoiawarePool3d with cambricon MLU backend.
zhouzaida pushed a commit that referenced this pull request Nov 23, 2022
* [Feature] Support RoiawarePool3d with cambricon MLU backend.

* [Feature] Support RoiawarePool3d with cambricon MLU backend.
@ZhangLearning ZhangLearning deleted the roiawarepool3d branch January 31, 2023 07:09
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Hi @ZhangLearning !First of all, we want to express our gratitude for your significant PR in the MMCV project. Your contribution is highly appreciated, and we are grateful for your efforts in helping improve this open-source project during your personal time. We believe that many developers will benefit from your PR.

We would also like to invite you to join our Special Interest Group (SIG) private channel on Discord, where you can share your experiences, ideas, and build connections with like-minded peers. To join the SIG channel, simply message moderator— OpenMMLab on Discord or briefly share your open-source contributions in the #introductions channel and we will assist you. Look forward to seeing you there! Join us :https://discord.gg/raweFPmdzG

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Thank you again for your contribution❤

tyomj pushed a commit to tyomj/mmcv that referenced this pull request May 8, 2023
…ab#2359)

* [Feature] Support RoiawarePool3d with cambricon MLU backend.

* [Feature] Support RoiawarePool3d with cambricon MLU backend.
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6 participants