RuntimeError: Error(s) in loading state_dict for DenseNet:

RuntimeError: Error(s) in loading state_dict for DenseNet:
size mismatch for classifier.weight: copying a param with shape torch.Size([1000, 2208]) from checkpoint, the shape in current model is torch.Size([102, 2208]).
size mismatch for classifier.bias: copying a param with shape torch.Size([1000]) from checkpoint, the shape in current model is torch.Size([102]).

The classifier layer was apparently changed before loading the state_dict.
If you want to fine tune the model, load the state_dict before changing the classifier.