I ran into an interesting issue in makemore 4 backpro ninja where the dhpreact was not exactly matching the hpreact.grad. However, this was only in the collab notebook because when I put the same code into a local jupyter notebook it works fine. Not sure why this would be the case but just an odd curiosity.