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[Feature] Add Greenmim Inference #677

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Motivation

GreenMIM Support

Modification

  • backbone: add swintransformer with greenmim
  • head and neck: add some features

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.

@wangbo-zhao wangbo-zhao changed the title add greenmim infer [Feature] Add Greenmim Inference Jan 17, 2023
@wangbo-zhao wangbo-zhao self-assigned this Jan 17, 2023
@wangbo-zhao
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Please do not forget to fix the lint.

@wangbo-zhao
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wangbo-zhao commented Feb 19, 2023

Please move mmselfsup/models/losses/greenmim_loss.py to ./project

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codecov bot commented Feb 19, 2023

Codecov Report

Base: 81.84% // Head: 80.36% // Decreases project coverage by -1.48% ⚠️

Coverage data is based on head (db9f4b3) compared to base (a1f1dad).
Patch coverage: 79.56% of modified lines in pull request are covered.

❗ Current head db9f4b3 differs from pull request most recent head aae08f2. Consider uploading reports for the commit aae08f2 to get more accurate results

Additional details and impacted files
@@             Coverage Diff             @@
##           dev-1.x     #677      +/-   ##
===========================================
- Coverage    81.84%   80.36%   -1.48%     
===========================================
  Files          120      142      +22     
  Lines         4176     5140     +964     
  Branches       586      688     +102     
===========================================
+ Hits          3418     4131     +713     
- Misses         645      869     +224     
- Partials       113      140      +27     
Flag Coverage Δ
unittests 80.36% <79.56%> (-1.48%) ⬇️

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

Impacted Files Coverage Δ
mmselfsup/datasets/transforms/__init__.py 100.00% <ø> (ø)
mmselfsup/datasets/transforms/wrappers.py 100.00% <ø> (ø)
mmselfsup/engine/hooks/deepcluster_hook.py 38.88% <0.00%> (-0.55%) ⬇️
mmselfsup/engine/optimizers/lars.py 16.12% <ø> (ø)
mmselfsup/models/algorithms/odc.py 31.70% <ø> (ø)
mmselfsup/models/backbones/mae_vit.py 100.00% <ø> (ø)
mmselfsup/models/backbones/simmim_swin.py 86.95% <ø> (ø)
mmselfsup/models/heads/latent_heads.py 100.00% <ø> (ø)
mmselfsup/models/losses/greenmim_loss.py 0.00% <0.00%> (ø)
mmselfsup/models/losses/swav_loss.py 83.01% <ø> (ø)
... and 77 more

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@wangbo-zhao
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Please add a README in projects/greenmim. You can refer to projects/fgia_accv2022_1st/README.md

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4 participants