Solved by ptrblck in post #2 
              
              
                Based on your image, it looks like your model has two different feature extractors, which are concatenated and passed into another module. 
Depending on your model definition, you could just change the forward pass and return the features from the first feature extractor. 
I’ve created a simple exam…