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HPCSim.2015.7237073.pdf | 436.2 kB | Adobe PDF | 見る/開く |
タイトル: | Twinned buffering: A simple and highly effective scheme for parallelization of Successive Over-Relaxation on GPUs and other accelerators |
著者: | Vanderbauwhede, Wim Takemi, Tetsuya https://orcid.org/0000-0002-7596-2373 (unconfirmed) |
著者名の別形: | 竹見, 哲也 |
キーワード: | General-Purpose computation on Graphics Processing Units (GPGPU) Parallelization of Simulation Large Scale Scientific Computing |
発行日: | 2015 |
出版者: | Institute of Electrical and Electronics Engineers Inc.(IEEE) |
誌名: | 2015 International Conference on High Performance Computing & Simulation (HPCS) |
開始ページ: | 436 |
終了ページ: | 443 |
抄録: | In this paper we present a new scheme for parallelization of the Successive Over-Relaxation method for solving the Poisson equation over a 3-D volume. Our new scheme is both simple and effective, outperforming the conventional Red-Black scheme by a factor of 16 on an NVIDIA GeForce GTX 590 GPU, a factor of 11 on an NVIDIA GeForce TITAN Black GPU and a factor of 5 on an Intel Xeon Phi. The speed-up compared to the fully optimised reference implementation running on an Intel Xeon CPU is 16 times on the GTX 590, 22 times on the TITAN and 5 times on the Xeon Phi. We explain the rationale and the implementation in OpenCL and present the performance evaluation results. |
記述: | Date of Conference: 20-24 July 2015 |
著作権等: | © 20xx IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. This is not the published version. Please cite only the published version. この論文は出版社版でありません。引用の際には出版社版をご確認ご利用ください。 |
URI: | http://hdl.handle.net/2433/217979 |
DOI(出版社版): | 10.1109/HPCSim.2015.7237073 |
出現コレクション: | 学術雑誌掲載論文等 |
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