How to delete layer in pretrained model?

6

In this case you could use the following code:

model.classifier = nn.Sequential(*[model.classifier[i] for i in range(4)])
print(model.classifier)

EDIT:
Alternatively, you can also call .children, since the range indexing might be cumbersome for large sequential models.

model.classifier = nn.Sequential(*list(model.classifier.children())[:-3])
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