MLPerf Training Benchmark

Peter Mattson, Christine Cheng, Gregory F. Diamos, Cody Coleman, Paulius Micikevicius, David A. Patterson, Hanlin Tang, Gu-Yeon Wei, Peter Bailis, Victor Bittorf, David Brooks 0001, Dehao Chen, Debo Dutta, Udit Gupta, Kim M. Hazelwood, Andy Hock, Xinyuan Huang, Daniel Kang, David Kanter, Naveen Kumar, Jeffery Liao, Deepak Narayanan, Tayo Oguntebi, Gennady Pekhimenko, Lillian Pentecost, Vijay Janapa Reddi, Taylor Robie, Tom St. John, Carole-Jean Wu, Lingjie Xu, Cliff Young, Matei Zaharia. MLPerf Training Benchmark. In Inderjit S. Dhillon, Dimitris S. Papailiopoulos, Vivienne Sze, editors, Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin, TX, USA, March 2-4, 2020. mlsys.org, 2020. [doi]

Authors

Peter Mattson

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Christine Cheng

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Gregory F. Diamos

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Cody Coleman

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Paulius Micikevicius

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David A. Patterson

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Hanlin Tang

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Gu-Yeon Wei

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Peter Bailis

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Victor Bittorf

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David Brooks 0001

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Dehao Chen

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Debo Dutta

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Udit Gupta

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Kim M. Hazelwood

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Andy Hock

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Xinyuan Huang

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Daniel Kang

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David Kanter

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Naveen Kumar

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Jeffery Liao

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Deepak Narayanan

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Tayo Oguntebi

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Gennady Pekhimenko

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Lillian Pentecost

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Vijay Janapa Reddi

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Taylor Robie

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Tom St. John

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Carole-Jean Wu

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Lingjie Xu

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Cliff Young

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Matei Zaharia

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