Characterizing the I/O Pipeline in the Deployment of CNNs on Commercial Accelerators

Jiansong Li, Zihan Jiang, Fangxin Liu, Xiao Dong, Guangli Li, Xueying Wang, Wei Cao, Lei Liu, Yanzhi Wang, Tao Li, Xiaobing Feng 0002. Characterizing the I/O Pipeline in the Deployment of CNNs on Commercial Accelerators. In Jia Hu 0001, Geyong Min, Nektarios Georgalas, Zhiwei Zhao, Fei Hao, Wang Miao, editors, IEEE International Conference on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking, ISPA/BDCloud/SocialCom/SustainCom 2020, Exeter, United Kingdom, December 17-19, 2020. pages 137-144, IEEE, 2020. [doi]

Abstract

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