Entropy-Aware I/O Pipelining for Large-Scale Deep Learning on HPC Systems

Yue Zhu, Fahim Chowdhury, Huansong Fu, Adam Moody, Kathryn Mohror, Kento Sato, Weikuan Yu. Entropy-Aware I/O Pipelining for Large-Scale Deep Learning on HPC Systems. In 26th IEEE International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems, MASCOTS 2018, Milwaukee, WI, USA, September 25-28, 2018. pages 145-156, IEEE Computer Society, 2018. [doi]

Abstract

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