Use AI in a more energy-efficient way

Figure is taken from Amodei and Hernandez (2018)

Green AI

The Allen Institute for AI argued the prioritization of Green AI efforts that focus on the energy efficiency of AI systems. The term Green AI refers to AI research that yields novel results while taking into account the computational cost, encouraging a reduction in resources spent. Developers should consider reporting model efficiency and computation ‘price tags’ from training and running models. For example, research papers could be required to plot accuracy as a function of computational cost and training set size, giving a baseline for more data-efficient research in the future. Reporting the computational price tag of finding, training, and running models is a key Green AI practice.

--

--

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store