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top layer is ML lingo that requires an explanation for newcomers #207

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top layer is ML lingo that requires an explanation for newcomers #207

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2 changes: 2 additions & 0 deletions tutorials/01-basics/pytorch_basics/main.py
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Expand Up @@ -168,6 +168,8 @@ def __len__(self):
param.requires_grad = False

# Replace the top layer for finetuning.
# top layer (or fully connected layer) refers to
# the last layer before the output of the network
resnet.fc = nn.Linear(resnet.fc.in_features, 100) # 100 is an example.

# Forward pass.
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