@Atcold Yes, an example will help here since I am still traversing unfamiliar territory…  thank you for your help in advanced! Much obliged. If it helps, I am basically trying to initialize my conv and fully connected layers that I have. (I’d like to do Xavier, or fan_in fan_out etc). Thanks!