Practice of scalar‐based back propagation (Python)

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Calculate the gradients of f(x) = 1/(2 + sin^2(x_1 * w_1) + cos(x_2 * w_2)) with respect to x_i and w_i.

(a) Use computational graph for calculation

(b) Based on(a), write a program to implement the computational graph

and verify your answer in (a).

You are free to choose the inputs of your computational graph

Python Deep Learning

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