Solved by ptrblck in post #2 
              
              
                Printing the model via print(model) shows only all created modules, not the forward implementation and thus neither how the modules are used. 
Also all functional calls are missing from the output, which could be used in the forward. 
You could either compare the source codes directly (your vs. torc…