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]

@article{MattsonTWWRCCDK20,
  title = {MLPerf: An Industry Standard Benchmark Suite for Machine Learning Performance},
  author = {Peter Mattson and Hanlin Tang and Gu-Yeon Wei and Carole-Jean Wu and Vijay Janapa Reddi and Christine Cheng and Cody Coleman and Greg Diamos and David Kanter and Paulius Micikevicius and David A. Patterson and Guenther Schmuelling},
  year = {2020},
  doi = {10.1109/MM.2020.2974843},
  url = {https://doi.org/10.1109/MM.2020.2974843},
  researchr = {https://researchr.org/publication/MattsonTWWRCCDK20},
  cites = {0},
  citedby = {0},
  journal = {IEEE Micro},
  volume = {40},
  number = {2},
  pages = {8-16},
}