On the Training Instability of Shuffling SGD with Batch Normalization

David Xing Wu, Chulhee Yun, Suvrit Sra. On the Training Instability of Shuffling SGD with Batch Normalization. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 37787-37845, PMLR, 2023. [doi]

Abstract

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