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Update metaformers.py

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Fredo Guan 2023-01-18 12:30:37 -08:00
parent 9a415a6041
commit 61b4e716ca
1 changed files with 1 additions and 1 deletions
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timm/models/metaformers.py
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@ -180,7 +180,7 @@ class RandomMixing(nn.Module):
data=torch.softmax(torch.rand(num_tokens, num_tokens), dim=-1), data=torch.softmax(torch.rand(num_tokens, num_tokens), dim=-1),
requires_grad=False) requires_grad=False)
''' '''
self.random_matrix = torch.softmax(torch.rand(num_tokens, num_tokens)) self.random_matrix = torch.softmax(torch.rand(num_tokens, num_tokens), dim=-1)
def forward(self, x): def forward(self, x):
B, H, W, C = x.shape B, H, W, C = x.shape
x = x.reshape(B, H*W, C) x = x.reshape(B, H*W, C)