'VGG' has no attribute 'fc' Pytorch

[Ashwin_Raju]

There is no fc in torchvision VGG. You have to use classifier . Check this link for changing the layers.

How to perform finetuning in Pytorch?

This should do it: ignored_params = list(map(id, model.fc.parameters())) base_params = filter(lambda p: id(p) not in ignored_params, model.parameters()) optimizer = torch.optim.SGD([ {'params': base_params}, {'params': model.fc.parameters(), 'lr': opt.lr} ], lr=opt.lr*0.1, momentum=0.9)