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Cleanup & Speed Improvement #7

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Cleanup & Speed Improvement #7

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12 changes: 5 additions & 7 deletions models_vovnet/vovnet.py
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Original file line number Diff line number Diff line change
Expand Up @@ -73,20 +73,18 @@ def __init__(self,
OrderedDict(conv1x1(in_channel, concat_ch, module_name, 'concat')))

def forward(self, x):
identity_feat = x
output = []
output.append(x)
output = [x]
for layer in self.layers:
x = layer(x)
output.append(x)

x = torch.cat(output, dim=1)
xt = self.concat(x)
x = self.concat(x)

if self.identity:
xt = xt + identity_feat
x = x + output[0]

return xt
return x


class _OSA_stage(nn.Sequential):
Expand Down Expand Up @@ -221,4 +219,4 @@ def vovnet27_slim(pretrained=False, progress=True, **kwargs):
progress (bool): If True, displays a progress bar of the download to stderr
"""
return _vovnet('vovnet27_slim', [64, 80, 96, 112], [128, 256, 384, 512],
[1,1,1,1], 5, pretrained, progress, **kwargs)
[1,1,1,1], 5, pretrained, progress, **kwargs)