Awesome thanks! And good info on .grad_fn. And by the way, I kind of hated the .creator name, and I think .grad_fn is … hmmm… moderately better  . But … grad_fn implies it is the fucntion to clculate the gradient, which I’m not sure is the case? Anyway, off-topic for this thread really…