Solved by pfloat in post #2 
              
              
                Hello, 
yes the weights are the same. 
If needed, you can try to look at the weights like this for example: 
my_weights = list(my_inception.Conv2d_1a_3x3.named_children())[0][1].weight
original_weights = list(inception.Conv2d_1a_3x3.named_children())[0][1].weight
same = torch.allclose(my_weights, or…