Same exact model in keras but i just changed the loss from mse to mae. First one works, but the second just gives nans as predictions. Huber also gives predictions, but mae does not.
Model with mae gives nan predictions but gives reasonable predictions with mse. Why would this be?
Removing clipnorm=1 from compile fixed it for me. Not sure why.