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[WIP] Add SwinTransformerV2 (CVPR'22) #2986

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[WIP] Add SwinTransformerV2 (CVPR'22) #2986

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liu-mengyang
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Motivation

Add SwinTransformerV2 to resolve #1778 .

Modification

TBD.

BC-breaking (Optional)

TBD.

Use cases (Optional)

TBD.

Checklist

  • Pre-commit or other linting tools are used to fix the potential lint issues.
  • The modification is covered by complete unit tests. If not, please add more unit test to ensure the correctness.
  • If the modification has potential influence on downstream projects, this PR should be tested with downstream projects, like MMDet or MMDet3D.
  • The documentation has been modified accordingly, like docstring or example tutorials.

Acknowledgement

TBD.

@xiexinch
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Hi @liu-mengyang,
Thanks for your contribution!
Is there any update?

@liu-mengyang
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Hi, too many things these two weeks... Tonight I will push 1 updated version.

@xiexinch
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Hi @liu-mengyang,
Could you provide the converted weights for inference?

@liu-mengyang
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Hi, I am still working on it :)

xiexinch
xiexinch reviewed Jun 16, 2023
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configs/swinv2/README.md Outdated
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We might add more information to README.md.

mmseg/models/backbones/swinv2.py Outdated
float(-100.0)).masked_fill(
attn_mask == 0, float(0.0))
else:
shifted_query = x
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Can't find the definition of x

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I fixed it and I am trying to train the model on my personal server.

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@liu-mengyang @xiexinch @csatsurnh