Loading pretrained model

I have trained a model using CYCLEGAN: I have the model.pth file, now I am trying to load the model and look for the saliency map features and also I want to generate the output on each encoding layer.

I have tried several things but got no luck. Can anyone help?

Maybe this Tutorial about saving and loading models in PyTorch helps you.