Abstract
In this work, we address variable precision computation that can be adjusted depending on the characteristics and the specification of the algorithm. We base our method on the Tunable Floating-Point (TFP) format, which allows to change format in floating-point units to tune the precision and the dynamic range to specific parts of the algorithm. We propose an automatic method to change the TFP format during the computation, based on a quality function, which is embedded in the execution of the arithmetic kernel.
Original language | English |
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Title of host publication | Proceedings of the International Conference on Applications in Electronics Pervading Industry, Environment and Society - ApplePies 2024 |
Volume | 1369 |
Publisher | Springer |
Publication date | 2025 |
Pages | 65-73 |
ISBN (Print) | 978-3-031-84099-9 |
ISBN (Electronic) | 978-3-031-84100-2 |
DOIs | |
Publication status | Published - 2025 |
Event | International Conference on Applications in Electronics Pervading Industry, Environment and Society 2024 - Turin, Italy Duration: 19 Sept 2024 → 20 Sept 2024 |
Conference
Conference | International Conference on Applications in Electronics Pervading Industry, Environment and Society 2024 |
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Country/Territory | Italy |
City | Turin |
Period | 19/09/2024 → 20/09/2024 |