Talk Python To Me - Python Conversations For Passionate Developers

#318: Measuring your ML impact with CodeCarbon

Informações:

Synopsis

Machine learning has made huge advancements in the past couple of years. We now have ML models helping doctors catch disease early. Google is using ML to suggest traffic routes in their maps app that will lesson the amount of gasoline used in the trip. And many more examples. But there is a heavy cost for training machine learning models. In this episode, you'll meet Victor Schmidt, Jonathan Wilson, and Boris Feld. They work on the CodeCarbon project together. This project offers a Python package and dashboarding tool to help you understand and minimize your ML model's environmental impact. Links from the show Guests Victor Schmidt: @vict0rsch Jonathan Wilson: haverford.edu Boris Feld: @Lothiraldan CodeCarbon project: codecarbon.io MIT "5 Cars" Article: technologyreview.com Green Future Choice Renewable Power in Portland: portlandgeneral.com YouTube Live Stream: youtube.com Sponsors Square Talk Python Training