Green AI · HackerPapers discussions

Green AI — HN submission

Mon, 07 Mar 2022 13:08:00 GMT

Ask HN: What is your take on carbon emissions of Machine Learning

At the latest since the widely cited article on Green AI [1], there has been increased discussion about the energy consumption of ML. Whenever I talk to colleagues about this, we always agree that there is a dangerous potential lying dormant here, but somehow it cannot be properly grasped. There is simply a lack of really good data. Calculators for emission like from Victor Schmidt and the whole Yoshua Bengio Team at Mila [2] [3] are very good tools for your own use, but can tell you little about the overall situation. So here are two questions for the Hackernews community: 1) How do you…

11 points; 10 discussion replies on HN. Paper and source history. A submission is not an endorsement.

Green AI — mentioned by seltzered_

Wed, 16 Feb 2022 03:45:55 GMT

See https://computingwithinlimits.org/2021/ , https://arxiv.org/abs/1907.10597

Paper and discussion history. A mention is not an endorsement.

Green AI — HN submission

Fri, 07 Jan 2022 10:54:06 GMT

Ask HN: What is your take on carbon emissions of Machine Learning

2 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

Green AI — mentioned by moandcompany

Tue, 25 Feb 2020 05:46:37 GMT

Related to the topic of marginal benefits of AI models versus their costs: Green AI (Roy Schwartz, Jesse Dodge, Noah A. Smith, Oren Etzioni - 2019) https://arxiv.org/abs/1907.10597

Paper and discussion history. A mention is not an endorsement.

Green AI — HN submission

Fri, 04 Oct 2019 11:00:22 GMT

Green AI

104 points; 60 discussion replies on HN. Paper and source history. A submission is not an endorsement.

Green AI — HN submission

Thu, 25 Jul 2019 13:30:58 GMT

Green AI

1 point; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.