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Show HN: Code Carbon-Estimate and track carbon emissions from ML models training

4 点作者 gidim超过 4 年前

1 comment

gidim超过 4 年前
Hi HN! Excited to share with you our recent open source project CodeCarbon - a collaboration between Mila, BCG GAMMA, Haverford College, and Comet.ml. CodeCarbon records the amount of power being used by the underlying infrastructure from major cloud providers and privately hosted on-premises data centers. Based on publicly available data sources, it estimates the amount of CO₂ emissions produced by referring to the carbon intensity from the energy mix of the electric grid to which the hardware is connected.<p>Would love to hear your thoughts!<p>Github: <a href="https:&#x2F;&#x2F;github.com&#x2F;mlco2&#x2F;codecarbon" rel="nofollow">https:&#x2F;&#x2F;github.com&#x2F;mlco2&#x2F;codecarbon</a><p>Blog post: <a href="https:&#x2F;&#x2F;www.comet.ml&#x2F;site&#x2F;introducing-codecarbon-an-open-source-tool-to-help-track-the-co2-emissions-of-your-research&#x2F;" rel="nofollow">https:&#x2F;&#x2F;www.comet.ml&#x2F;site&#x2F;introducing-codecarbon-an-open-sou...</a><p>Demo (hosted on Comet.ml): <a href="https:&#x2F;&#x2F;www.comet.ml&#x2F;mlco2&#x2F;codecarbon-test&#x2F;view&#x2F;XFNDEoLvxysp0DlQiOpwNuNte" rel="nofollow">https:&#x2F;&#x2F;www.comet.ml&#x2F;mlco2&#x2F;codecarbon-test&#x2F;view&#x2F;XFNDEoLvxysp...</a>