Solved by ptrblck in post #2 
              
              
                Wrapping child modules into an nn.Sequential container will only work in simple use cases, where each module is called sequentially and no functional calls are used in the forward method. 
As you can see here, the Inception model uses some functional pooling layers, conditions, dropout, and a flatte…