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[Fix] Fix the potential NaN bug in calc_square_dist() #2356

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merged 1 commit into from
Oct 26, 2022

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@ZCMax ZCMax commented Oct 25, 2022

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

The result of calc_square_dist() function could beNaN according to the issue #2178.

Modification

We directly use torch.cdist to calculate the square distance instead.

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.

@ZCMax ZCMax requested a review from zhouzaida October 25, 2022 11:34
@zhouzaida zhouzaida linked an issue Oct 25, 2022 that may be closed by this pull request
@zhouzaida zhouzaida merged commit 3c35bab into open-mmlab:master Oct 26, 2022
@zhouzaida zhouzaida added this to TO PICK in MMCV 2.x Oct 26, 2022
@zhouzaida zhouzaida moved this from TO PICK to PICKED in MMCV 2.x Nov 22, 2022
zhouzaida pushed a commit to zhouzaida/mmcv that referenced this pull request Nov 22, 2022
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Successfully merging this pull request may close these issues.

Potential bug in calc_square_dist()
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