TSPLIT: Fine-grained GPU Memory Management for Efficient DNN Training via Tensor Splitting

Xiaonan Nie, Xupeng Miao, Zhi Yang 0001, Bin Cui 0001. TSPLIT: Fine-grained GPU Memory Management for Efficient DNN Training via Tensor Splitting. In 38th IEEE International Conference on Data Engineering, ICDE 2022, Kuala Lumpur, Malaysia, May 9-12, 2022. pages 2615-2628, IEEE, 2022. [doi]

Abstract

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