Is the differentiation correct in pytorch tutorial?

Question

I\'m going through https://pytorch.org/tutorials/beginner/blitz/autograd_tutorial.html#sphx-glr-beginner-blitz-autograd-tutorial-py and noticed an equation I couldn\'t under