Critical Parameters for Scalable Distributed Learning with Large Batches and Asynchronous Updates

Sebastian U. Stich, Amirkeivan Mohtashami, Martin Jaggi. Critical Parameters for Scalable Distributed Learning with Large Batches and Asynchronous Updates. In Arindam Banerjee 0001, Kenji Fukumizu, editors, The 24th International Conference on Artificial Intelligence and Statistics, AISTATS 2021, April 13-15, 2021, Virtual Event. Volume 130 of Proceedings of Machine Learning Research, pages 4042-4050, PMLR, 2021. [doi]

Abstract

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