A One-Line Bug That Could be Easily Fixed

[Haoxiang-Wang]

Hi,
First, thanks a lot for this library!

Recently I found a bug in this line of your code:

autograd-hacks/autograd_hacks.py

Line 165 in 2c2e494

A = torch.nn.functional.unfold(A, layer.kernel_size)

The bug makes the code not compatible with non-default padding and stride in Conv2d.
Hence, this should be corrected to
A = torch.nn.functional.unfold(A, layer.kernel_size,padding=layer.padding,stride=layer.stride)

Best regards,
Haoxiang

[Haoxiang-Wang]

I found this issue is already posted by another user.
#3