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Is TinyML Sustainable? Assessing the Environmental Impacts of Machine Learning on Microcontrollers
Communications of the ACM (CACM), 2023
27 January 2023
Yasmine Omri
Matthew P. Stewart
Colby R. Banbury
Mark Mazumder
Pete Warden
Brian Plancher
Vijay Janapa Reddi
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"Is TinyML Sustainable? Assessing the Environmental Impacts of Machine Learning on Microcontrollers"
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MLPerf Power: Benchmarking the Energy Efficiency of Machine Learning Systems from Microwatts to Megawatts for Sustainable AI
International Symposium on High-Performance Computer Architecture (HPCA), 2024
Arya Tschand
Arun Tejusve Raghunath Rajan
S. Idgunji
Anirban Ghosh
J. Holleman
...
Rowan Taubitz
Sean Zhan
Scott Wasson
David Kanter
Vijay Janapa Reddi
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15 Oct 2024
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