How to estimate carbon footprint when training deep learning models? A guide and review

no code implementations • 14 Jun 2023 • Lucia Bouza Heguerte, Aurélie Bugeau, Loïc Lannelongue

Machine learning and deep learning models have become essential in the recent fast development of artificial intelligence in many sectors of the society.

Green Algorithms: Quantifying the carbon footprint of computation

1 code implementation • 15 Jul 2020 • Loïc Lannelongue, Jason Grealey, Michael Inouye

Climate change is profoundly affecting nearly all aspects of life on earth, including human societies, economies and health.

Computers and Society Distributed, Parallel, and Cluster Computing