Solved by Nikronic in post #2 
              
              
                Hi, 
If you are using this page, note that the main purpose is to demonstrate the convention of PyTorch and its similarities and differences with numpy, etc. So, they are not really focusing on teaching deep learning stuff. 
On the other hand, bias is not mandatory in learning models and can be omit…