2012年
Evaluating Reconfigurable Dataflow Computing Using the Himeno Benchmark
2012 INTERNATIONAL CONFERENCE ON RECONFIGURABLE COMPUTING AND FPGAS (RECONFIG)
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- 開始ページ
- 1
- 終了ページ
- 7
- 記述言語
- 英語
- 掲載種別
- 研究論文(国際会議プロシーディングス)
- DOI
- 10.1109/ReConFig.2012.6416746
- 出版者・発行元
- IEEE
Heterogeneous computing using FPGA accelerators is a promising approach to boost the performance of application programs within given power consumption. This paper focuses on optimizations targeting FPGA-based reconfigurable dataflow computing platform, and shows how they benefit an application. In order to evaluate them, we use the Himeno benchmark, which is a floating point computation kernel known to be bound by memory bandwidth. To understand the performance characteristics of the benchmark, we compare it with the current state-of-the-art implementation on GPUs. From the results, we find that our implementation with specialized dataflow pipelines outperforms the current state-of-the-art GPU implementations by making full use of memory locality.
- リンク情報
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- DOI
- https://doi.org/10.1109/ReConFig.2012.6416746
- Web of Science
- https://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=JSTA_CEL&SrcApp=J_Gate_JST&DestLinkType=FullRecord&KeyUT=WOS:000316576900029&DestApp=WOS_CPL
- URL
- http://dblp.uni-trier.de/db/conf/reconfig/reconfig2012.html#conf/reconfig/SatoILN12
- ID情報
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- DOI : 10.1109/ReConFig.2012.6416746
- ISSN : 2325-6532
- Web of Science ID : WOS:000316576900029