MLPerf Power: Benchmarking the Energy Efficiency of Machine Learning Systems from Microwatts to Megawatts for Sustainable AI

Arya Tschand,Arun Tejusve Raghunath Rajan,Sachin Idgunji, Anirban Ghosh,Jeremy Holleman,Csaba Kiraly, Pawan Ambalkar, Ritika Borkar,Ramesh Chukka, Trevor Cockrell, Oliver Curtis,Grigori Fursin,Miro Hodak, Hiwot Kassa,Anton Lokhmotov, Dejan Miskovic,Yuechao Pan, Manu Prasad Manmathan, Liz Raymond,Tom St. John, Arjun Suresh, Rowan Taubitz, Sean Zhan, Scott Wasson,David Kanter,Vijay Janapa Reddi

International Symposium on High-Performance Computer Architecture（2025）

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Key words

mlperf,energy efficiency,sustainable ai,machine learning,computer architecture

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