Fast, Flexible High-Level Synthesis from OpenCL using Reconfiguration Contexts

High-level synthesis from OpenCL has shown significant potential, but current approaches conflict with mainstream OpenCL design methodologies owing to orders-of-magnitude longer field-programmable gate array compilation times and limited support for changing or adding kernels after system compilatio...

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Veröffentlicht in:IEEE MICRO 2014-01, Vol.34 (1), p.42-53
Hauptverfasser: Coole, James, Stitt, Greg
Format: Artikel
Sprache:eng
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Zusammenfassung:High-level synthesis from OpenCL has shown significant potential, but current approaches conflict with mainstream OpenCL design methodologies owing to orders-of-magnitude longer field-programmable gate array compilation times and limited support for changing or adding kernels after system compilation. In this article, the authors introduce a back-end synthesis approach for potentially any OpenCL tool. This approach uses virtual coarse-grained reconfiguration contexts to speed up compilation by 4,211× at a cost of 1.8× system resource overhead, while also enabling 144× faster reconfiguration to support different kernels and rapid changes to kernels.
ISSN:0272-1732
1937-4143
DOI:10.1109/MM.2013.108