Guided Backprop with ResNet18 about pytorch-cnn-visualizations

[MFreidank]

Hi again,

thanks for your comments and explanation. I was able to make the guided_backprop.py code work with resnet18 and up with minor modifications. I decided this is probably not worthy of a pull request, since my changes are local only to guided_backprop.py. Instead I published my changes in a gist for future reference as similar requests seem to have appeared in the past (issue #3).

Thanks a lot again,
MFreidank

[utkuozbulak]

Hello,

No, it won't work like that for ResNet because of residual layers' nested nature. You have to update the line where the code iterates through the layers to cover nested sequential layers.

Have a look at how ResNet architecture is organized in Pytorch and for example, AlexNet and you will understand it better.

You don't need to make HUGE changes, just a couple of lines will be enough.

Hope it helps,
Utku