Utilizing GPU Performance Counters to Characterize GPU Kernels via Machine Learning

Bob Zigon, Fengguang Song. Utilizing GPU Performance Counters to Characterize GPU Kernels via Machine Learning. In Valeria V. Krzhizhanovskaya, Gábor Závodszky, Michael Harold Lees, Jack J. Dongarra, Peter M. A. Sloot, Sérgio Brissos, João Teixeira, editors, Computational Science - ICCS 2020 - 20th International Conference, Amsterdam, The Netherlands, June 3-5, 2020, Proceedings, Part I. Volume 12137 of Lecture Notes in Computer Science, pages 88-101, Springer, 2020. [doi]

Abstract

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