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Derivate of Neural Network respect to input

I have a neural network like this $x=\text{input}$ $z_1=W_{1x}\cdot x+b_1$ $h_1=\text{relu}(z_1)$ $z_2=W_2\cdot h_1+W_{2x}\cdot x+b_2$ $h_2=\text{relu}(z_2)$ $y=W_3\cdot h_2+W_{3x}\cdot x+b_3$ input ...
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