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Update resnet_finetune.py
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yayoimizuha 2023-04-17 18:00:23 +09:00 committed by GitHub
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resnet_finetune.py
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@ -56,10 +56,10 @@ for name, layer in model.named_parameters():
tune = True tune = True
layer.requires_grad = tune layer.requires_grad = tune
print(model) # print(model)
model.fc = Linear(in_features=2048, out_features=image_folder['train'].classes.__len__(), bias=True) model.fc = Linear(in_features=2048, out_features=image_folder['train'].classes.__len__(), bias=True)
summary(model=model, input_size=(3, 224, 224), device='cpu') # summary(model=model, input_size=(3, 224, 224), device='cpu')
model_gpu = model.to(device=device) model_gpu = model.to(device=device)
criterion = CrossEntropyLoss() criterion = CrossEntropyLoss()