xMem: A CPU-Based Approach for Accurate Estimation of GPU Memory in Deep Learning Training Workloads

Jiabo Shi, Dimitrios Pezaros, Yehia Elkhatib. xMem: A CPU-Based Approach for Accurate Estimation of GPU Memory in Deep Learning Training Workloads. In Mohammad Sadoghi, Lydia Y. Chen, editors, Proceedings of the 26th International Middleware Conference, MIDDLEWARE 2025, Vanderbilt University, Nashville, TN, USA, December 15-19, 2025. pages 256-269, ACM, 2025. [doi]

Abstract

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