Autograd activations - #6
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This introduces automatic computation of the backpropagation through activation functions.
Changes:
There is only one
Nonlinearityclass. Real, complex, and non-holomorphic activations handled exactly the same way.You only need to specify the
forward_pass()method of each nonlinearity. Autograd will take care of the backward pass for you.