# Explicit gradient calculation over two models

Hi,

I have one problem for the gradient calculation in pytorch:
I have two models which have following calculate:
y1 = model1(w1,x)
Here y1 is a vector, w1 is a matrix,
y2 = model2(w2,y1)
Here y2 is a scalar
I have obtained the gradient of following in pytorch:
dy2/dy1 which is a vector, and dy1/dw1 which is a matrix,

I must use this two gradients explicitly to complete the chain rule,
how can I calculate the gradient of dy2/dw1 in pytorch?

Thanks