Pytorch中的VGG实现修改最后一层FC

时间:2022-06-28 12:48:34

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

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(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

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

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原文链接:https://blog.csdn.net/zjucor/article/details/83713356