An Empirical Study on Low GPU Utilization of Deep Learning Jobs

Yanjie Gao, Yichen He, Xinze Li, Bo Zhao, Haoxiang Lin, Yoyo Liang, Jing Zhong, Hongyu Zhang 0002, Jingzhou Wang, YongHua Zeng, Keli Gui, Jie Tong, Mao Yang. An Empirical Study on Low GPU Utilization of Deep Learning Jobs. In Proceedings of the 46th IEEE/ACM International Conference on Software Engineering, ICSE 2024, Lisbon, Portugal, April 14-20, 2024. ACM, 2024. [doi]

Abstract

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