I want to transfer learning from vgg16 pretrained layer to a layer in a new model
is it compulsory to use the same stride and padding values like in the original (pretrained) layer?
say I wan to transfer learning from the second conv layer in vgg16 that looks as below:
A)
nn.Conv2D(64, 64, kernel_size=(3,3),padding=(1,1), stride=1)
and my new layer:
B)
nn.Conv2D(64, 64, kernel_size=(3,3),padding=0, stride=1)
can I still transfer learning from A to B?
thx