no, I never got a run time error  weird. The printed errors is what my code and GPU produced. My version of pytorch are:
torch (0.3.1.post2)
torchvision (0.2.0)

Is the way Im tracking the errors wrong (or perhaps slow). Is this what I’m suppose to be doing or how is it suppose to be done? (which pytorch just had its own built in class for this   [thnx so much for the help and your humor!  ] )