Update metaformers.py

pull/1647/head
Fredo Guan 2 years ago
parent a51d1073f5
commit 3685404604

@ -179,7 +179,7 @@ class RandomMixing(nn.Module):
data=torch.softmax(torch.rand(num_tokens, num_tokens), dim=-1),
requires_grad=False)
def forward(self, x):
B, H, W, C = x.shape
B, C, H, W = x.shape
x = x.reshape(B, H*W, C)
x = torch.einsum('mn, bnc -> bmc', self.random_matrix, x)
x = x.reshape(B, H, W, C)

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