The Carbon Footprint of Machine Learning Training Will Plateau, Then Shrink-Reference-Cited by-同舟云学术

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The Carbon Footprint of Machine Learning Training Will Plateau, Then Shrink

Published:2022-07 Issue:7 Volume:55 Page:18-28
ISSN:0018-9162
Container-title:Computer
language:
Short-container-title:Computer

Author:

Patterson David¹,Gonzalez Joseph²,Holzle Urs³,Le Quoc³,Liang Chen³,Munguia Lluis-Miquel³,Rothchild Daniel²,So David R.³,Texier Maud³,Dean Jeff³

Affiliation:

1. Google and University of California, Berkeley

2. University of California, Berkeley

3. Google

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Computer Science

Link

http://xplorestaging.ieee.org/ielx7/2/9810025/09810097.pdf?arnumber=9810097

Reference20 articles.

1. Ten lessons from three generations shaped Google’s TPUv4i;jouppi;Proc Int Symp Comput Arch,0

2. Language models are few-shot learners;brown;Proc Conf Neural Inf Process Syst,0

3. GLaM: Efficient scaling of language models with mixture-of-experts;du,2021

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