Efficient distributed machine learning for large-scale models by reducing redundant communication

Harumichi Yokoyama, Takuya Araki. Efficient distributed machine learning for large-scale models by reducing redundant communication. In 2017 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computed, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation, SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017, San Francisco, CA, USA, August 4-8, 2017. pages 1-8, IEEE, 2017. [doi]

Abstract

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