It is a simple binary classifier:
(classifier): SimpleClassifier(
(main): Sequential(
(0): Linear(in_features=1024, out_features=512, bias=True)
(1): ReLU()
(2): Dropout(p=0.5, inplace=True)
(3): Linear(in_features=512, out_features=2, bias=True)
)
)