Understanding Distributed Deep Learning Performance by Correlating HPC and Machine Learning Measurements

Ana Luisa Veroneze Solórzano, Lucas Mello Schnorr. Understanding Distributed Deep Learning Performance by Correlating HPC and Machine Learning Measurements. In Ana Lucia Varbanescu, Abhinav Bhatele, Piotr Luszczek, Marc Baboulin, editors, High Performance Computing - 37th International Conference, ISC High Performance 2022, Hamburg, Germany, May 29 - June 2, 2022, Proceedings. Volume 13289 of Lecture Notes in Computer Science, pages 275-292, Springer, 2022. [doi]

Abstract

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