Solved by albanD in post #3 
              
              
                Ho sorry, I missed this. 

Is this the intended behaviour? 

It is expected yes that they are different python objects. That being said, they are exactly the same Tensor (same content). 
So they do have different “id” but you can use one or the other as they contain the exact same thing