Parallax: Sparsity-aware Data Parallel Training of Deep Neural Networks

Soojeong Kim, Gyeong-In Yu, Hojin Park, Sungwoo Cho, Eunji Jeong, Hyeonmin Ha, Sanha Lee, Joo Seong Jeong, Byung-Gon Chun. Parallax: Sparsity-aware Data Parallel Training of Deep Neural Networks. In George Candea, Robbert van Renesse, Christof Fetzer, editors, Proceedings of the Fourteenth EuroSys Conference 2019, Dresden, Germany, March 25-28, 2019. ACM, 2019. [doi]

Abstract

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