content-aware-gan-compression icon indicating copy to clipboard operation
content-aware-gan-compression copied to clipboard

Question about the defintion of Pruning loss

Open tanbuzheng opened this issue 2 years ago • 1 comments

loss = torch.sum(torch.abs(noisy_img - img_tensor)) I hope to know why define pruning loss like above and the reason for minimizing this loss.

tanbuzheng avatar Dec 28 '22 14:12 tanbuzheng

First, it's a back-propagate-able loss. Second, we use it to evaluate channels' sensitivity for the content region noises. Please refer to the paper Sec. 3.1.2 for more details.

lychenyoko avatar Dec 28 '22 22:12 lychenyoko