The ZipML Framework for Training Models with End-to-End Low Precision: The Cans, the Cannots, and a Little Bit of Deep Learning

Hantian Zhang, Jerry Li, Kaan Kara +3

Recently there has been significant interest in training machine-learning models at low precision: by reducing precision, one can reduce computation and communication by one order…