Benchmarking the Performance of Accelerators on National Cyberinfrastructure Resources for Artificial Intelligence / Machine Learning Workloads

Abhinand Nasari, Hieu Le, Richard Lawrence, Zhenhua He, Xin Yang, Mario Krell, Alex Tsyplikhin, Mahidhar Tatineni, Tim Cockerill, Lisa Perez, Dhruva Chakravorty, Honggao Liu. Benchmarking the Performance of Accelerators on National Cyberinfrastructure Resources for Artificial Intelligence / Machine Learning Workloads. In Julie Wernert, Alan Chalker, Shava Smallen, Tabitha K. Samuel, John-Paul Navarro, editors, PEARC '22: Practice and Experience in Advanced Research Computing, Boston, MA, USA, July 10 - 14, 2022. ACM, 2022. [doi]

Abstract

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