Pareto-Optimal Quantized ResNet Is Mostly 4-bit

AmirAli Abdolrashidi, Lisa Wang, Shivani Agrawal +4

Quantization has become a popular technique to compress neural networks and reduce compute cost, but most prior work focuses on studying quantization without changing the network s…