Plasticine: A Reconfigurable Accelerator for Parallel Patterns

Plasticine is a new spatially reconfigurable architecture designed to efficiently execute applications composed of high-level parallel patterns. With an area footprint of 113 mm2 in a 28-nm process and a 1-GHz clock, Plasticine has a peak floating-point performance of 12.3 single-precision Tflops an...

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Veröffentlicht in:IEEE MICRO 2018-05, Vol.38 (3), p.20-31
Hauptverfasser: Prabhakar, Raghu, Zhang, Yaqi, Koeplinger, David, Feldman, Matt, Zhao, Tian, Hadjis, Stefan, Pedram, Ardavan, Kozyrakis, Christos, Olukotun, Kunle
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Sprache:eng
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Zusammenfassung:Plasticine is a new spatially reconfigurable architecture designed to efficiently execute applications composed of high-level parallel patterns. With an area footprint of 113 mm2 in a 28-nm process and a 1-GHz clock, Plasticine has a peak floating-point performance of 12.3 single-precision Tflops and a total on-chip memory capacity of 16 MB, consuming a maximum power of 49 W. Plasticine provides an improvement of up to 76.9X in performance-per-watt over a conventional FPGA over a wide range of dense and sparse applications.
ISSN:0272-1732
1937-4143
DOI:10.1109/MM.2018.032271058