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Green Machine

Green Machine is a web app that estimates and visualizes the carbon cost of high-performance computations through estimating the carbon cost of your ML models.

Created with 💖 by Dhrumil Patel, Alex Yu, and Andy Vo!

Screenshot of Green Machine home page

The project is built with React, styled-components, and uses data from TOP500, EPA, MLCO2, and OpenGenus IQ.

Features

  • Calculate the carbon emissions from your high performance computing services, get insights on how to reduce your carbon impact, and see the data in interactive visualizations.
  • Compare the energy efficiency of leading supercomputerss MIT's Satori with other systems including your own.
  • ...

Screenshot of Green Machine home page Screenshot of Green Machine home page Screenshot of Green Machine home page

Usage

Run npm install and npm start to launch the app locally. npm run build to build a production ready copy.

Visit https://green-compute-challenge.web.app/compare for a live demo of this project.