Pytorch中的VGG实现修改最后一层FC

时间:2021-04-02 人气:0

https://discuss.pytorch.org/t/how-to-modify-the-final-fc-layer-based-on-the-torch-model/766/12

That's because vgg19 doesn't have a fc member variable. Instead, it has a

 (classifier): Sequential (
 (0): Dropout (p = 0.5)
 (1): Linear (25088 -> 4096)
 (2): ReLU (inplace)
 (3): Dropout (p = 0.5)
 (4): Linear (4096 -> 4096)
 (5): ReLU (inplace)
 (6): Linear (4096 -> 100)
 )

To replace the last linear layer, a temporary solution would be

vgg19.classifier._modules['6'] = nn.Linear(4096, 8)

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