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Comprehensive techniques of multi-GPU memory optimization for deep learning acceleration

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0 Published in 2019 at "Cluster Computing"

DOI: 10.1007/s10586-019-02974-6

Abstract: This paper presents a comprehensive suite of techniques for optimized memory management in multi-GPU systems to accelerate deep learning application execution. We employ a hybrid utilization of GPU and CPU memories in a multi-GPU environment… read more here.

Keywords: comprehensive techniques; deep learning; optimization; multi gpu ... See more keywords