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Posted to commits@tvm.apache.org by GitBox <gi...@apache.org> on 2022/12/16 22:25:04 UTC

[GitHub] [tvm] shingjan opened a new issue, #13636: [Bug] [Frontend] [PyTorch] NotImplementedError: The following operators are not implemented: ['aten::conv2d', 'aten::format', 'aten::__is__', 'aten::dim', 'prim::unchecked_cast']

shingjan opened a new issue, #13636:
URL: https://github.com/apache/tvm/issues/13636

   This is from latest resnet18 on pytorch 
   
   cc: @masahi 
   


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[GitHub] [tvm] masahi commented on issue #13636: [Bug] [Frontend] [PyTorch] NotImplementedError: The following operators are not implemented: ['aten::conv2d', 'aten::format', 'aten::__is__', 'aten::dim', 'prim::unchecked_cast']

Posted by GitBox <gi...@apache.org>.
masahi commented on issue #13636:
URL: https://github.com/apache/tvm/issues/13636#issuecomment-1355729821

   They only appear if you use `jit.script`, which we don't support.


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Re: [I] [Bug] [Frontend] [PyTorch] NotImplementedError: The following operators are not implemented: ['aten::conv2d', 'aten::format', 'aten::__is__', 'aten::dim', 'prim::unchecked_cast'] [tvm]

Posted by "zyc-bit (via GitHub)" <gi...@apache.org>.
zyc-bit commented on issue #13636:
URL: https://github.com/apache/tvm/issues/13636#issuecomment-1793703326

   My recent work involves these aspects, and I'm looking forward to your response.
   So, if the model includes a 'conv2d' operation, does that mean we cannot use a model obtained through 'torch.jit.script' as input for Relay? Instead, we can only use 'torch.jit.trace'? Does this limitation seem too restrictive? What should we do if the model contains control flow that 'trace' cannot handle?
   @shingjan @masahi 


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[GitHub] [tvm] masahi closed issue #13636: [Bug] [Frontend] [PyTorch] NotImplementedError: The following operators are not implemented: ['aten::conv2d', 'aten::format', 'aten::__is__', 'aten::dim', 'prim::unchecked_cast']

Posted by GitBox <gi...@apache.org>.
masahi closed issue #13636: [Bug] [Frontend] [PyTorch] NotImplementedError: The following operators are not implemented: ['aten::conv2d', 'aten::format', 'aten::__is__', 'aten::dim', 'prim::unchecked_cast']
URL: https://github.com/apache/tvm/issues/13636


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Re: [I] [Bug] [Frontend] [PyTorch] NotImplementedError: The following operators are not implemented: ['aten::conv2d', 'aten::format', 'aten::__is__', 'aten::dim', 'prim::unchecked_cast'] [tvm]

Posted by "engineer1109 (via GitHub)" <gi...@apache.org>.
engineer1109 commented on issue #13636:
URL: https://github.com/apache/tvm/issues/13636#issuecomment-1920671654

   Me too.
   So how to get the model?
   torch.jit.trace?


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[GitHub] [tvm] shingjan commented on issue #13636: [Bug] [Frontend] [PyTorch] NotImplementedError: The following operators are not implemented: ['aten::conv2d', 'aten::format', 'aten::__is__', 'aten::dim', 'prim::unchecked_cast']

Posted by GitBox <gi...@apache.org>.
shingjan commented on issue #13636:
URL: https://github.com/apache/tvm/issues/13636#issuecomment-1355747914

   @masahi Thats right. I think the most recent resnet18 in pytorch is failing jit.trace and torchdynamo is falling back to `jit.script` which caused this error.


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