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will torch.matmul regards as zero_ops ? #213

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DavideHe opened this issue Sep 9, 2023 · 0 comments
Open

will torch.matmul regards as zero_ops ? #213

DavideHe opened this issue Sep 9, 2023 · 0 comments

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@DavideHe
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DavideHe commented Sep 9, 2023

when I get the macs with thop ,I find the op's macs of torch.matmul will is 0, but it is very heavy macs in self attention of transformer

class M(nn.Module):
    def __init__(self):
        super().__init__()
      
    def forward(self,x):
        out = torch.matmul(x,x.transpose(-1, -2))
        print(out.shape)
        return out
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