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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)