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Update metaformers.py

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This commit is contained in:
Fredo Guan 2023-01-07 21:31:01 -08:00
parent ee16588a3a
commit 116345b4d3
1 changed files with 5 additions and 4 deletions
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timm/models/metaformers.py
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@ -627,10 +627,11 @@ class MetaFormer(nn.Module):
return {'norm'} return {'norm'}
def forward_features(self, x): def forward_features(self, x):
for i in range(self.num_stage): x = self.stages(x)
x = self.downsample_layers[i](x) x = x.mean([1,2]) # TODO use adaptive pool instead of mean
x = self.stages[i](x) x = self.norm(x)
return self.norm(x.mean([1, 2])) # (B, H, W, C) -> (B, C) # (B, H, W, C) -> (B, C)
return x
def forward(self, x): def forward(self, x):
x = self.forward_features(x) x = self.forward_features(x)