Where Is My Training Bottleneck? Hidden Trade-Offs in Deep Learning Preprocessing Pipelines

Alexander Isenko, Ruben Mayer, Jeffrey Jedele, Hans-Arno Jacobsen. Where Is My Training Bottleneck? Hidden Trade-Offs in Deep Learning Preprocessing Pipelines. In Zachary Ives, Angela Bonifati, Amr El Abbadi, editors, SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12 - 17, 2022. pages 1825-1839, ACM, 2022. [doi]

Abstract

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