---
author:
- |
    Maxim Naumov$^*$, John Kim$^\dagger$, Dheevatsa Mudigere$^\ddagger$, Srinivas Sridharan, Xiaodong Wang,\
    Whitney Zhao, Serhat Yilmaz, Changkyu Kim, Hector Yuen, Mustafa Ozdal, Krishnakumar Nair,\
    Isabel Gao, Bor-Yiing Su, Jiyan Yang and Mikhail Smelyanskiy\
    Facebook, 1 Hacker Way, Menlo Park, CA
bibliography:
- 'refs.bib'
title: 'Deep Learning Training in Facebook Data Centers: Design of Scale-up and Scale-out Systems'
---


