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
Contributing
Setup
- Install
npm
: Node's package manager - Install
gulp
: a build tool - Install dependencies: from the root of this repo
$ npm install
- Run the local server:
$ gulp watch
- Edit files! Gulp will watch for changes, build the differences and reload the browser
Content
html
files are split by section in the html/
folder, and then built into the index.html
file.
After editing content, if gulp watch
was running, you're good ; otherwise, run gulp build
to apply your changes.
Data
Anything to say or add? See data/
Acknowledgements
Special thanks to