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MLPerf HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems


Oct 26, 2021
Steven Farrell , Murali Emani , Jacob Balma , Lukas Drescher , Aleksandr Drozd , Andreas Fink , Geoffrey Fox , David Kanter , Thorsten Kurth , Peter Mattson , Dawei Mu , Amit Ruhela , Kento Sato , Koichi Shirahata , Tsuguchika Tabaru , Aristeidis Tsaris , Jan Balewski , Ben Cumming , Takumi Danjo , Jens Domke , Takaaki Fukai , Naoto Fukumoto , Tatsuya Fukushi , Balazs Gerofi , Takumi Honda , Toshiyuki Imamura , Akihiko Kasagi , Kentaro Kawakami , Shuhei Kudo , Akiyoshi Kuroda , Maxime Martinasso , Satoshi Matsuoka , Henrique Mendonça , Kazuki Minami , Prabhat Ram , Takashi Sawada , Mallikarjun Shankar , Tom St. John , Akihiro Tabuchi , Venkatram Vishwanath , Mohamed Wahib , Masafumi Yamazaki , Junqi Yin


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Yet Another Accelerated SGD: ResNet-50 Training on ImageNet in 74.7 seconds


Mar 29, 2019
Masafumi Yamazaki , Akihiko Kasagi , Akihiro Tabuchi , Takumi Honda , Masahiro Miwa , Naoto Fukumoto , Tsuguchika Tabaru , Atsushi Ike , Kohta Nakashima


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