MegTaiChi: dynamic tensor-based memory management optimization for DNN training

Zhongzhe Hu, Junmin Xiao, Zheye Deng, Mingyi Li, Kewei Zhang, Xiaoyang Zhang, Ke Meng, Ninghui Sun, Guangming Tan. MegTaiChi: dynamic tensor-based memory management optimization for DNN training. In Lawrence Rauchwerger, Kirk W. Cameron, Dimitrios S. Nikolopoulos, Dionisios N. Pnevmatikatos, editors, ICS '22: 2022 International Conference on Supercomputing, Virtual Event, June 28 - 30, 2022. ACM, 2022. [doi]

Abstract

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