Hi @ptrblck
I see how the loss behavior can change depending on the target range. However, I now realize the reason why my loss does not converge is caused by some unusual behavior of my network. It is always learning the mean of my targets but not learning the variance. Please see my new post here: CNN only learning the mean of targets. Thank you so much for helping!