PipeDream: generalized pipeline parallelism for DNN training

Deepak Narayanan, Aaron Harlap, Amar Phanishayee, Vivek Seshadri, Nikhil R. Devanur, Gregory R. Ganger, Phillip B. Gibbons, Matei Zaharia. PipeDream: generalized pipeline parallelism for DNN training. In Tim Brecht, Carey Williamson, editors, Proceedings of the 27th ACM Symposium on Operating Systems Principles, SOSP 2019, Huntsville,, ON, Canada, October 27-30, 2019. pages 1-15, ACM, 2019. [doi]

Abstract

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