MLPerf: An Industry Standard Benchmark Suite for Machine Learning Performance

Peter Mattson, Hanlin Tang, Gu-Yeon Wei, Carole-Jean Wu, Vijay Janapa Reddi, Christine Cheng, Cody Coleman, Greg Diamos, David Kanter, Paulius Micikevicius, David A. Patterson, Guenther Schmuelling. MLPerf: An Industry Standard Benchmark Suite for Machine Learning Performance. IEEE Micro, 40(2):8-16, 2020. [doi]

Authors

Peter Mattson

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Hanlin Tang

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Gu-Yeon Wei

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Carole-Jean Wu

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Vijay Janapa Reddi

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Christine Cheng

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Cody Coleman

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Greg Diamos

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David Kanter

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Paulius Micikevicius

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David A. Patterson

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Guenther Schmuelling

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