Solved by ptrblck in post #54 
              
              
                You are trying to access an undefined key 'fc[0]' in print(activation['fc[0]']), while you are registering the hook with 'fc'. 
Also, you are registering the hook after the forward pass, so you would have to rerun the forward pass to store the activation or register the hook before the first forward…