Výsledky vyhledávání - "Modeling Energy Consumption in Deep Learning Architectures Using Power Laws"

Modeling Energy Consumption in Deep Learning Architectures Using Power Laws

Autoři: Zoubeirou a Mayaki, Mansour Charpenay, Victor ZOUBEIROU A MAYAKI, Mansour

Přispěvatelé: Zoubeirou a Mayaki, Mansour Charpenay, Victor ZOUBEIROU A MAYAKI, Mansour

Zdroj: ECAI 2025. 413

Témata: [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI], Scaling Laws, Energy Efficiency, Green AI, Computational Cost, Energy Consumption, [INFO.INFO-LG] Computer Science [cs]/Machine Learning [cs.LG], Modeling Energy Consumption in Deep Learning Architectures Using Power Laws, Sustainable AI

Popis souboru: application/pdf

Přístupová URL adresa: https://hal.science/hal-04977474v2

Dataset, Code and Online Appendix for: Modeling Energy Consumption in Deep Learning Architectures Using Power Laws (ECAI 2025)

Autoři: MAYAKI, Mansour orcid:0000-0002-6910- Charpenay, Victor a další

Přispěvatelé: MAYAKI, Mansour orcid:0000-0002-6910- Charpenay, Victor a další

Témata: Energy Consumption, Computational Cost, Sustainable AI, Green AI

Relation: https://github.com/MansMayaki/MLEnergyConsumption/tree/v1.0.0; https://zenodo.org/records/16920232; oai:zenodo.org:16920232; https://doi.org/10.5281/zenodo.16920232

Dostupnost: https://doi.org/10.5281/zenodo.16920232
https://zenodo.org/records/16920232