In the official tutorial, I see that the shape of param that was put in backward is the same as input like below
gradients = torch.tensor([0.1, 1.0, 0.0001], dtype=torch.float)
y.backward(gradients)

print(x.grad)

But in another page,
net.zero_grad()
out.backward(torch.randn(1, 10))

The param put in  backward share the shape of output, can anyone give my any help?