AgEBO-tabular: joint neural architecture and hyperparameter search with autotuned data-parallel training for tabular data

Romain Égelé, Prasanna Balaprakash, Isabelle Guyon, Venkatram Vishwanath, Fangfang Xia, Rick Stevens, Zhengying Liu. AgEBO-tabular: joint neural architecture and hyperparameter search with autotuned data-parallel training for tabular data. In Bronis R. de Supinski, Mary W. Hall, Todd Gamblin, editors, SC '21: The International Conference for High Performance Computing, Networking, Storage and Analysis, St. Louis, Missouri, USA, November 14 - 19, 2021. pages 30, ACM, 2021. [doi]

Abstract

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