Superneurons: dynamic GPU memory management for training deep neural networks

Linnan Wang, Jinmian Ye, Yiyang Zhao, Wei Wu, Ang Li, Shuaiwen Leon Song, Zenglin Xu, Tim Kraska. Superneurons: dynamic GPU memory management for training deep neural networks. In Andreas Krall, Thomas R. Gross, editors, Proceedings of the 23rd ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, PPoPP 2018, Vienna, Austria, February 24-28, 2018. pages 41-53, ACM, 2018. [doi]

Abstract

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