RuntimeError: a leaf Variable that requires grad has been used in an in-place operation.

	w1 -= learning_rate * w1.grad.data
    w2.data -= learning_rate * w2.grad.data

一般在逻辑合理的情况下就是对数据类型的理解错误，显然下面是合适的。