Hotline Profiler: Automatic Annotation and A Multi-Scale Timeline for Visualizing Time-Use in DNN Training

Daniel Snider, Fanny Chevalier, Gennady Pekhimenko. Hotline Profiler: Automatic Annotation and A Multi-Scale Timeline for Visualizing Time-Use in DNN Training. In Dawn Song, Michael Carbin, Tianqi Chen 0001, editors, Proceedings of the Sixth Conference on Machine Learning and Systems, MLSys 2023, Miami, FL, USA, June 4-8, 2023. mlsys.org, 2023. [doi]

Abstract

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