What does baseline substraction mean in the gradient estimation?

[machanic]

The code starts from https://github.com/Jianbo-Lab/HSJA/blob/master/hsja.py#L182 What does these codes mean? I can understand the above code to estimate gradients, which is mainly RGF method.