To Compress, or Not to Compress: Characterizing Deep Learning Model Compression for Embedded Inference

Qing Qin, Jie Ren, Jialong Yu, Hai Wang, Ling Gao, Jie Zheng 0005, Yansong Feng, Jianbin Fang, Zheng Wang. To Compress, or Not to Compress: Characterizing Deep Learning Model Compression for Embedded Inference. In Jinjun Chen, Laurence T. Yang, editors, IEEE International Conference on Parallel & Distributed Processing with Applications, Ubiquitous Computing & Communications, Big Data & Cloud Computing, Social Computing & Networking, Sustainable Computing & Communications, ISPA/IUCC/BDCloud/SocialCom/SustainCom 2018, Melbourne, Australia, December 11-13, 2018. pages 729-736, IEEE, 2018. [doi]

Abstract

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