Search Results for author: Shivani Agrawal

Found 1 papers, 1 papers with code

Pareto-Optimal Quantized ResNet Is Mostly 4-bit

1 code implementation7 May 2021 Amirali Abdolrashidi, Lisa Wang, Shivani Agrawal, Jonathan Malmaud, Oleg Rybakov, Chas Leichner, Lukasz Lew

In this work, we use ResNet as a case study to systematically investigate the effects of quantization on inference compute cost-quality tradeoff curves.

Quantization

Cannot find the paper you are looking for? You can Submit a new open access paper.