This repository is passively maintained: issues will be addressed -- especially if they come with a suggested solution -- but there is no active updates to the data or code. Contributions are welcome.
Machine Learning's CO2 Impact
Checkout the online GPU emissions calculator!
By A. Lacoste, A. Luccioni, V. Schmidt
Read our paper on Quantifying Carbon Emissions of Machine Learning (NeurIPS 2019, Climate Change AI Workshop)
Use our generated latex template which automatically includes the Calculator's output for you to easily report your procedure's CO2 eq. emissions
yarn: Node's package manager
gulp: a build tool
- Install dependencies: from the root of this repo
$ yarn install
- Run the local server:
$ gulp watch
- Edit files! Gulp will watch for changes, build the differences and reload the browser
html files are split by section in the
html/ folder, and then built into the
After editing content, if
gulp watch was running, you're good ; otherwise, run
gulp build to apply your changes.
Anything to say or add? See
Special thanks to