i didnt get error using pretrained = false and  when i changed no of channels to 4. It took more time for training than pretrained = True but i am confused about the validation accuracies, got almost same 96.3% in both cases pretrained =true and pretrained = false with 4 channels. So does that mean 4th channel not contributing much to the accuracy?