Search Results for author: Luoxi Meng

Found 2 papers, 2 papers with code

Perseus: Removing Energy Bloat from Large Model Training

2 code implementations12 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.

Chasing Low-Carbon Electricity for Practical and Sustainable DNN Training

1 code implementation4 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.

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