Created by: Meleeri

At present paddle erases lod information of outputs when using nce operator with LodTensors as inputs and labels. This is very annoying since I'm trying to use nce_loss to implement a language model where are inputs are lodtensors, and it would be nice to have nce_loss as a drop-in replacement of softmax_cross_entropy_loss without modifing much code.