Unified Buffer: Compiling Image Processing and Machine Learning Applications to Push-Memory Accelerators

Image processing and machine learning applications benefit tremendously from hardware acceleration. Existing compilers target either FPGAs, which sacrifice power and performance for programmability, or ASICs, which become obsolete as applications change. Programmable domain-specific accelerators, su...

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Veröffentlicht in:	ACM transactions on architecture and code optimization 2023-03, Vol.20 (2), p.1-26, Article 26
Hauptverfasser:	Liu, Qiaoyi, Setter, Jeff, Huff, Dillon, Strange, Maxwell, Feng, Kathleen, Horowitz, Mark, Raina, Priyanka, Kjolstad, Fredrik
Format:	Artikel
Sprache:	eng
Schlagworte:	Compilers Computer systems organization Reconfigurable computing Software and its engineering
Online-Zugang:	Volltext
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