Machine Learning, Pytorch.
write cross entropy loss as expectation Having just one random variable and one parameter variable makes it unambiguous to drop variable specs from our definitions of functions, derivatives and expectations. Now differentiate J, apply chain rule, and reuse mean interpretation of A’ for gradient.