Solved by KFrank in post #2 
              
              
                Hi Nikolas! 

Without knowing the values in your out tensor, it’s hard to know what 
the loss should be. 
However, please note that the input passed into CrossEntropyLoss 
(your out – the predictions made by your model) are expected to be 
logits – that is raw-score predictions that run from -inf to…