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Posted to commits@tvm.apache.org by GitBox <gi...@apache.org> on 2021/11/04 14:25:43 UTC

[GitHub] [tvm] alicja-SiMa-ai opened a new pull request #9443: Fix group transpose conv2d

alicja-SiMa-ai opened a new pull request #9443:
URL: https://github.com/apache/tvm/pull/9443


   
   Shape of weights was incorrectly set for grouped transposed conv2D and implementation of the grouped transposed conv2D was missing. As a result, some models were not supported. Please see example of the CenterNet model [here](https://discuss.tvm.apache.org/t/centernet-dlav0-pytorch-to-tvm-is-wrong-who-can-help-me/6532) with error message`in particular dimension 1 conflicts 0 does not match 1; unable to unify: Tensor[(256, 0, 4, 4), float32] and Tensor[(256, 1, 4, 4), float32]`.
   This PR adds missing implementation and required tests.


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[GitHub] [tvm] junrushao1994 commented on pull request #9443: Fix group transpose conv2d

Posted by GitBox <gi...@apache.org>.
junrushao1994 commented on pull request #9443:
URL: https://github.com/apache/tvm/pull/9443#issuecomment-967334251


   Thank you @alicja-SiMa-ai for the huge effort!! This is super helpful!


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[GitHub] [tvm] alicja-SiMa-ai commented on pull request #9443: Fix group transpose conv2d

Posted by GitBox <gi...@apache.org>.
alicja-SiMa-ai commented on pull request #9443:
URL: https://github.com/apache/tvm/pull/9443#issuecomment-962037239


   @AndrewZhaoLuo #9336 changes the layout conversion. This PR addresses a different issue, it adds implementation of group transpose convolution 2D which was missing and fixes weight shape to support groups.
   
   


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[GitHub] [tvm] junrushao1994 commented on pull request #9443: Fix group transpose conv2d

Posted by GitBox <gi...@apache.org>.
junrushao1994 commented on pull request #9443:
URL: https://github.com/apache/tvm/pull/9443#issuecomment-967290911


   @Lyken17 @alicja-SiMa-ai just to double check, is this commit superseded via this commit https://github.com/apache/tvm/commit/3ad7c4a76933dbb47d794f75be7ad4d0c52e1e10? Thanks!


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[GitHub] [tvm] AndrewZhaoLuo commented on pull request #9443: Fix group transpose conv2d

Posted by GitBox <gi...@apache.org>.
AndrewZhaoLuo commented on pull request #9443:
URL: https://github.com/apache/tvm/pull/9443#issuecomment-961625362


   Hmm is this perhaps related to #9336 ?


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[GitHub] [tvm] alicja-SiMa-ai commented on pull request #9443: Fix group transpose conv2d

Posted by GitBox <gi...@apache.org>.
alicja-SiMa-ai commented on pull request #9443:
URL: https://github.com/apache/tvm/pull/9443#issuecomment-967329128


   Yes @junrushao1994, it was integrated into #9465. Closing this one. Thanks everyone!


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[GitHub] [tvm] alicja-SiMa-ai closed pull request #9443: Fix group transpose conv2d

Posted by GitBox <gi...@apache.org>.
alicja-SiMa-ai closed pull request #9443:
URL: https://github.com/apache/tvm/pull/9443


   


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[GitHub] [tvm] AndrewZhaoLuo commented on pull request #9443: Fix group transpose conv2d

Posted by GitBox <gi...@apache.org>.
AndrewZhaoLuo commented on pull request #9443:
URL: https://github.com/apache/tvm/pull/9443#issuecomment-961625362






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[GitHub] [tvm] alicja-SiMa-ai commented on pull request #9443: Fix group transpose conv2d

Posted by GitBox <gi...@apache.org>.
alicja-SiMa-ai commented on pull request #9443:
URL: https://github.com/apache/tvm/pull/9443#issuecomment-962037239






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