IrEne: Interpretable Energy Prediction for Transformers

2 June 2021

Papers citing "IrEne: Interpretable Energy Prediction for Transformers"

7 / 7 papers shown

Title
Greening AI-enabled Systems with Software Engineering: A Research Agenda for Environmentally Sustainable AI Practices Luís Cruz J. Fernandes Maja H. Kirkeby Silverio Martínez-Fernández June Sallou ... Federica Sarro Raghavendra Selvan Karthik Vaidhyanathan Roberto Verdecchia Ivan P. Yamshchikov 60 0 0 02 Jun 2025
A Synthesis of Green Architectural Tactics for ML-Enabled Systems Heli Järvenpää Patricia Lago Justus Bogner Grace A. Lewis H. Muccini Ipek Ozkaya 80 24 0 15 Dec 2023
Energy and Carbon Considerations of Fine-Tuning BERT Xiaorong Wang Clara Na Emma Strubell Sorelle A. Friedler Sasha Luccioni 84 13 0 17 Nov 2023
Efficiency Pentathlon: A Standardized Arena for Efficiency Evaluation Hao Peng Qingqing Cao Jesse Dodge Matthew E. Peters Jared Fernandez ... Darrell Plessas Iz Beltagy Evan Pete Walsh Noah A. Smith Hannaneh Hajishirzi 81 7 0 19 Jul 2023
A Systematic Review of Green AI Roberto Verdecchia June Sallou Luís Cruz 104 166 0 26 Jan 2023
Efficient Methods for Natural Language Processing: A Survey Marcos Vinícius Treviso Ji-Ung Lee Tianchu Ji Betty van Aken Qingqing Cao ... Emma Strubell Niranjan Balasubramanian Leon Derczynski Iryna Gurevych Roy Schwartz 156 114 0 31 Aug 2022
Towards Green Automated Machine Learning: Status Quo and Future Directions Tanja Tornede Alexander Tornede Jonas Hanselle Marcel Wever F. Mohr Eyke Hüllermeier 124 38 0 10 Nov 2021