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vTensor-Based GPU Memory Management for Edge Deep Learning Training

高赫然 罗钓寒 吴悦文 吴恒 张文博

计算机科学技术学报(英文版)2025,Vol.40Issue(6):1608-1625,18.
计算机科学技术学报(英文版)2025,Vol.40Issue(6):1608-1625,18.DOI:10.1007/s11390-025-4788-2

vTensor-Based GPU Memory Management for Edge Deep Learning Training

vTensor-Based GPU Memory Management for Edge Deep Learning Training

高赫然 1罗钓寒 1吴悦文 1吴恒 1张文博1

作者信息

  • 折叠

摘要

关键词

deep learning training/vTensor/memory management/memory swapping/memory layout

Key words

deep learning training/vTensor/memory management/memory swapping/memory layout

引用本文复制引用

高赫然,罗钓寒,吴悦文,吴恒,张文博..vTensor-Based GPU Memory Management for Edge Deep Learning Training[J].计算机科学技术学报(英文版),2025,40(6):1608-1625,18.

基金项目

The work was partially supported by the National Key Research and Development Program of China under Grant No.2023YFB3308702,the National Natural Science Foundation of China under Grant No.62302489,and the Strategy Priority Re-search Program of the Chinese Academy of Sciences under Grant No.XDA0360301. ()

计算机科学技术学报(英文版)

1000-9000

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