Low-bit Quantization of Recurrent Neural Network Language Models Using Alternating Direction Methods of Multipliers

Junhao Xu, Xie Chen, Shoukang Hu +3

The high memory consumption and computational costs of Recurrent neural network language models (RNNLMs) limit their wider application on resource constrained devices. In recent ye…