DOE OSTI · 2438304
Low Precision for Lower Energy Consumption: Preprint
Abstract
Low-precision numeric types offer significant efficiency and energy benefits for computing applications. Mixed-precision algorithms, combining low and high precision types, maintain accuracy while improving performance. Despite advantages, there exist challenges on adapting existing mixed-precision algorithms to new technologies, such as new hardware architectures and new low-precision data types. This paper presents current challenges and opportunities to advance science in this domain targetting more energy efficient solutions.
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da Silva Pereira, Weslley, Silva, Joao, Tahmid, Tokey. 2024-08-21. Low Precision for Lower Energy Consumption: Preprint. https://www.osti.gov/biblio/2438304
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