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[Refactor] Refactor BEiT backbone and support v1/v2 inference#1144

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mzr1996 merged 22 commits intoopen-mmlab:dev-1.xfrom
fangyixiao18:vit-beit
Nov 29, 2022
Merged

[Refactor] Refactor BEiT backbone and support v1/v2 inference#1144
mzr1996 merged 22 commits intoopen-mmlab:dev-1.xfrom
fangyixiao18:vit-beit

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@fangyixiao18
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@fangyixiao18 fangyixiao18 commented Oct 27, 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

Related issue: #1097

Modification

BEiT v1

Official repo results
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My results
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BEiT v2

Official repo results
image
My results
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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:

  • Pre-commit or other linting tools are used to fix the potential lint issues.
  • Bug fixes are fully covered by unit tests, the case that causes the bug should be added in the unit tests.
  • The modification is covered by complete unit tests. If not, please add more unit test to ensure the correctness.
  • The documentation has been modified accordingly, like docstring or example tutorials.

After PR:

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

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codecov bot commented Oct 27, 2022

Codecov Report

Base: 0.02% // Head: 89.08% // Increases project coverage by +89.06% 🎉

Coverage data is based on head (aa504d5) compared to base (b8b31e9).
Patch has no changes to coverable lines.

Additional details and impacted files
@@             Coverage Diff              @@
##           dev-1.x    #1144       +/-   ##
============================================
+ Coverage     0.02%   89.08%   +89.06%     
============================================
  Files          121      148       +27     
  Lines         8217    11384     +3167     
  Branches      1368     1812      +444     
============================================
+ Hits             2    10142    +10140     
+ Misses        8215      977     -7238     
- Partials         0      265      +265     
Flag Coverage Δ
unittests 89.08% <ø> (+89.06%) ⬆️

Flags with carried forward coverage won't be shown. Click here to find out more.

Impacted Files Coverage Δ
mmcls/apis/inference.py 0.00% <0.00%> (ø)
mmcls/datasets/transforms/compose.py
mmcls/models/backbones/mobileone.py 94.47% <0.00%> (ø)
mmcls/models/backbones/beit.py 57.67% <0.00%> (ø)
mmcls/models/backbones/mvit.py 92.46% <0.00%> (ø)
mmcls/structures/utils.py 77.77% <0.00%> (ø)
mmcls/models/heads/margin_head.py 90.00% <0.00%> (ø)
mmcls/models/classifiers/hugging_face.py 25.33% <0.00%> (ø)
mmcls/evaluation/metrics/voc_multi_label.py 100.00% <0.00%> (ø)
mmcls/engine/hooks/margin_head_hooks.py 92.59% <0.00%> (ø)
... and 138 more

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@fangyixiao18 fangyixiao18 marked this pull request as ready for review October 28, 2022 07:51
@fangyixiao18 fangyixiao18 changed the title [Refactor] Refactor BEiT backbone [Refactor] Refactor BEiT backbone and support inference Oct 28, 2022
@tonysy tonysy mentioned this pull request Oct 28, 2022
6 tasks
@tonysy tonysy requested a review from mzr1996 November 4, 2022 01:55
@fangyixiao18 fangyixiao18 changed the title [Refactor] Refactor BEiT backbone and support inference [Refactor] Refactor BEiT backbone and support v1/v2 inference Nov 8, 2022
@fangyixiao18 fangyixiao18 requested a review from mzr1996 November 14, 2022 11:36
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@Ezra-Yu Ezra-Yu left a comment

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  1. please update API docs

@fangyixiao18 fangyixiao18 requested a review from Ezra-Yu November 29, 2022 02:45
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LGTM.

@mzr1996 mzr1996 merged commit d80ec5a into open-mmlab:dev-1.x Nov 29, 2022
@fangyixiao18 fangyixiao18 deleted the vit-beit branch February 23, 2023 08:28
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3 participants