Created by: pkuyym

max_index is invisible for outside, so need set max_index.stop_gradient = True to avoid core dump. https://github.com/PaddlePaddle/Paddle/blob/6f347faafeeaebe237c012f8d4233bda0112c80b/python/paddle/v2/fluid/layers/nn.py#L781