OC-DNN: Exploiting Advanced Unified Memory Capabilities in CUDA 9 and Volta GPUs for Out-of-Core DNN Training

Ammar Ahmad Awan, Ching-Hsiang Chu, Hari Subramoni, Xiaoyi Lu, Dhabaleswar K. Panda. OC-DNN: Exploiting Advanced Unified Memory Capabilities in CUDA 9 and Volta GPUs for Out-of-Core DNN Training. In 25th IEEE International Conference on High Performance Computing, HiPC 2018, Bengaluru, India, December 17-20, 2018. pages 143-152, IEEE, 2018. [doi]

Abstract

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