Magneton: Optimizing Energy Efficiency of ML Systems via Differential Energy Debugging

Yi Pan, Wenbo Qian, Dedong Xie +3

The training and deployment of machine learning (ML) models have become extremely energy-intensive. While existing optimization efforts focus primarily on hardware energy efficienc…