Loom: Exploiting Weight and Activation Precisions to Accelerate Convolutional Neural Networks

Sayeh Sharify, Alberto Delmas Lascorz, Kevin Siu +2

Loom (LM), a hardware inference accelerator for Convolutional Neural Networks (CNNs) is presented. In LM every bit of data precision that can be saved translates to proportional pe…