2 code implementations • 12 Dec 2023 • Jae-Won Chung, Yile Gu, Insu Jang, Luoxi Meng, Nikhil Bansal, Mosharaf Chowdhury
Training large AI models on numerous GPUs consumes a massive amount of energy.
1 code implementation • 4 Mar 2023 • Zhenning Yang, Luoxi Meng, Jae-Won Chung, Mosharaf Chowdhury
Specifically, our solution observes real-time carbon intensity shifts during training and controls the energy consumption of GPUs, thereby reducing carbon footprint while maintaining training performance.