Created by: lcy-seso

fixes https://github.com/PaddlePaddle/Paddle/issues/4236

• optimize the forward kernel with soft labels
• optimize the backward kernel with soft labels
• Cpu forward kernel by directly calling Eigen.
• Cpu backward kernel by directly calling Eigen.