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

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

15 October 2024

Arun Tejusve Raghunath Rajan

Trevor Cockrell

Anton Lokhmotov

Manu Prasad Manmathan

Vijay Janapa Reddi

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

2 / 2 papers shown

Title
The ML.ENERGY Benchmark: Toward Automated Inference Energy Measurement and Optimization Jae-Won Chung Jiachen Liu Jeff J. Ma Ruofan Wu Oh Jun Kweon Yuxuan Xia Zhiyu Wu Mosharaf Chowdhury 31 0 0 09 May 2025
Sustainable LLM Inference for Edge AI: Evaluating Quantized LLMs for Energy Efficiency, Output Accuracy, and Inference Latency E. J. Husom Arda Goknil Merve Astekin Lwin Khin Shar Andre Kåsen S. Sen Benedikt Andreas Mithassel Ahmet Soylu MQ 46 1 0 04 Apr 2025