A Comprehensive Evaluation of Novel AI Accelerators for Deep Learning Workloads

Murali Emani, Zhen Xie, Siddhisanket Raskar, Varuni Sastry, William Arnold, Bruce Wilson, Rajeev Thakur, Venkatram Vishwanath, Zhengchun Liu, Michael E. Papka, Cindy Orozco Bohorquez, Rick Weisner, Karen Li, Yongning Sheng, Yun Du, Jian Zhang, Alexander Tsyplikhin, Gurdaman Khaira, Jeremy Fowers, Ramakrishnan Sivakumar, Victoria Godsoe, Adrian Macias, Chetan Tekur, Matthew Boyd. A Comprehensive Evaluation of Novel AI Accelerators for Deep Learning Workloads. In IEEE/ACM International Workshop on Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems, PMBS@SC 2022, Dallas, TX, USA, November 13-18, 2022. pages 13-25, IEEE, 2022. [doi]

Abstract

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