Climate Impact Of AI

From Climate Change AI Wiki
Revision as of 18:11, 27 March 2021 by LaurenceW (talk | contribs) (Created page with "AI and machine learning has a climate impact from the energy used at all stages from development to deployment, as well as considerations around embodied energy in hardware fr...")
(diff) ← Older revision | Latest revision (diff) | Newer revision → (diff)

AI and machine learning has a climate impact from the energy used at all stages from development to deployment, as well as considerations around embodied energy in hardware from GPUs to data centres. Tools to measure the CO2 impact have been created[1]

Models

Training

Inference

  1. Lacoste, Alexandre; Luccioni, Alexandra; Schmidt, Victor; Dandres, Thomas (2019-10-21). "Quantifying the Carbon Emissions of Machine Learning". arXiv:1910.09700 [cs, stat].