WRPN & Apprentice: Methods for Training and Inference using Low-Precision Numerics

Asit Mishra, Debbie Marr

Today's high performance deep learning architectures involve large models with numerous parameters. Low precision numerics has emerged as a popular technique to reduce both the com…