SPFQ: A Stochastic Algorithm and Its Error Analysis for Neural Network Quantization

Jinjie Zhang, Rayan Saab

Quantization is a widely used compression method that effectively reduces redundancies in over-parameterized neural networks. However, existing quantization techniques for deep neu…