量子化神经网络方法和理论综述

Aug, 2018

A Survey on Methods and Theories of Quantized Neural Networks

Yunhui Guo

TL;DR本次研究对于深度神经网络的量化方法进行综述，重点探讨了量化对于模型大小、能量消耗以及在移动设备上的实际应用等方面的影响。

Abstract

deep neural networks are the state-of-the-art methods for many real-world tasks, such as computer vision, natural language processing and speech recognition. For all its popularity, deep neural networks are also