Solved by KFrank in post #2 
              
              
                Hello John! 

I believe that you are correct.  As far as I am aware, all of the 
pre-packaged pytorch cross-entropy loss functions take class 
labels for their targets, rather than probability distributions 
across the classes. 

Looking at your numbers, it appears that both your predictions 
(neura…