Reporting electricity consumption is essential for sustainable AI

Green AI

Roy Schwartz, Jesse Dodge, Noah A. Smith et al. · Communications of the ACM · 2020 · 1.3K citations · Full text

Computing, Computer Science, Artificial Intelligence +6

Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism

Mohammad Shoeybi, Mostofa Patwary, Raul Puri et al. · arXiv (Cornell University) · 2019 · 826 citations · Full text

Computing, Computer Science, High-performance Computing +16

The carbon impact of artificial intelligence

Payal Dhar · Nature Machine Intelligence · 2020 · 492 citations · Full text

Computing, Computer Science, Artificial Intelligence +10

Aligning artificial intelligence with climate change mitigation

Lynn H. Kaack, Priya L. Donti, Emma Strubell et al. · Nature Climate Change · 2022 · 461 citations · Full text

Computing, Computer Science, Artificial Intelligence +13

A Transprecision Floating-Point Architecture for Energy-Efficient Embedded Computing

Stefan Mach, Davide Rossi, Giuseppe Tagliavini et al. · 2018 · 39 citations · Full text

Engineering, Computer Engineering, Computer Science +14