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Accelerating lattice QCD computations using general purpose graphic cards

Research Project

Project/Area Number 20740139
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Particle/Nuclear/Cosmic ray/Astro physics
Research InstitutionHiroshima University

Principal Investigator

ISHIKAWA Kenichi  Hiroshima University, 大学院・理学研究科, 准教授 (60334041)

Project Period (FY) 2008 – 2010
Project Status Completed (Fiscal Year 2010)
Budget Amount *help
¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2010: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2009: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Fiscal Year 2008: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Keywords格子QCD / 数値計算 / GPU
Research Abstract

We employ commodity graphic cards produced by Nvidia to accelerate the quark solver for lattice QCD simulations. With a single GPU card we obtain factors of 7-10 speed up for the quark solver compared with a single CPU case. The sample GPU solver program is freely available from the Web page of this project. We have developed the blocked iterative solver in which the independent linear equations are assigned to individual GPUs in a PC box. With this algorithm we can achieve an ideal improvement through the embarrassingly parallel usage of the multiple GPUs. Using the blocked GPU solver, we could estimate the running coupling constant of the 10-flavor SU(3) gauge theory very efficiently. In order to achieve large scale lattice QCD simulations with multiple PCs and GPUs, we have developed the additive Schwarz preconditioner to solve the domain decomposed quark linear equations. We did not observe the efficient improvement with the additive Schwarz preconditioner.

Report

(4 results)
  • 2010 Annual Research Report   Final Research Report ( PDF )
  • 2009 Annual Research Report
  • 2008 Annual Research Report
  • Research Products

    (24 results)

All 2011 2010 2009 2008 Other

All Journal Article (10 results) (of which Peer Reviewed: 9 results) Presentation (12 results) Remarks (2 results)

  • [Journal Article] Running coupling constant often-flavor QCD with the Schrodinger functional method2011

    • Author(s)
      M.Hayakawa, K.-I.Ishikawa, Y.Osaki,S.Takeda, S.Uno, N.Yamada
    • Journal Title

      Physical Review D (掲載決定)

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Running coupling constant of ten-flavor QCD with the Schrodinger functional method2011

    • Author(s)
      M.Hayakawa, et al.
    • Journal Title

      Physical Review D

      Volume: (掲載決定)

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Domain decomposition method on GPUcluster2010

    • Author(s)
      Yusuke Osaki, Ken-Ichi Ishikawa
    • Journal Title

      PoS LATTTICE2010 036

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Improving many flavor QCD simulations using multiple GPUs2010

    • Author(s)
      M.Hayakawa, K.-I.Ishikawa, Y.Osaki,S.Takeda, S.Uno, N.Yamada
    • Journal Title

      PoSLATTICE2010 325

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Domain decomposition method on GPU cluster2010

    • Author(s)
      Yusuke Osaki, Ken-Ichi Ishikawa
    • Journal Title

      Proceedings of Science

      Volume: (PoS LATTICE2010)

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Improving may flavor QCD simulations using multiple GPUs2010

    • Author(s)
      M.Hayakawa, et al.
    • Journal Title

      Proceedings of Science

      Volume: (PoS LATTICE2010)

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Study of the running coupling constant in 10-flavor QCD with Schrodinger functional method2009

    • Author(s)
      N.Yamada, et al.
    • Journal Title

      Proceedings of Science PoS(LAT2009)

      Pages: 0661-7

    • Related Report
      2009 Annual Research Report
  • [Journal Article] SU(2) and SU(3) chiral perturbation theory analysis on baryon masses in 2+1 flavor lattice QCD2009

    • Author(s)
      (PACS-CS Collaboration) K.-I.Ishikawa, et al.
    • Journal Title

      Physical Review D 80

      Pages: 0545021-17

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 2+1 flavor lattice QCD toward the physical point2009

    • Author(s)
      S. Aoki, et.al.
    • Journal Title

      Physical Review D 79

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Two-flavor QCD simulation with exact chiral symmetry2008

    • Author(s)
      S. Aoki, et.al.
    • Journal Title

      Physical Review D 78

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Presentation] Domain decomposition method on GPUcluster for Lattice2010

    • Author(s)
      Yusuke Osaki, Ken-Ichi Ishikawa
    • Organizer
      The XXVIII International Symposium on Lattice Field Theory
    • Place of Presentation
      Villasimius, Cagliari, Italy.
    • Year and Date
      2010-06-18
    • Related Report
      2010 Final Research Report
  • [Presentation] Domain decomposition method on GPU cluster for Lattice2010

    • Author(s)
      Yusuke Osaki
    • Organizer
      The XXVIII International Symposium on Lattice Field Theory (Lattice 2010)
    • Place of Presentation
      イタリア国 カリアリ
    • Year and Date
      2010-06-18
    • Related Report
      2010 Annual Research Report
  • [Presentation] Improving many flavor QCD simulations using multiple GPU's2010

    • Author(s)
      M.Hayakawa, K.-I.Ishikawa, Y.Osaki, S.Takeda, S.Uno, N.Yamada
    • Organizer
      The XXVIII International Symposium on Lattice Field Theory
    • Place of Presentation
      Villasimius, Cagliari, Italy.
    • Year and Date
      2010-06-15
    • Related Report
      2010 Final Research Report
  • [Presentation] Improving many flavor QCD simulations using multiple GPU's2010

    • Author(s)
      Ken-Ichi Ishikawa
    • Organizer
      The XXVIII International Symposium on Lattice Field Theory (Lattice 2010)
    • Place of Presentation
      イタリア国 カリアリ
    • Year and Date
      2010-06-15
    • Related Report
      2010 Annual Research Report
  • [Presentation] Accelerating lattice QCD simulations using multiple GPUs2010

    • Author(s)
      Ken-Ichi Ishikawa
    • Organizer
      Multi-core and GPU computing workshop
    • Place of Presentation
      KIAS, Korea.
    • Year and Date
      2010-05-27
    • Related Report
      2010 Final Research Report
  • [Presentation] Accelerating lattice QCD simulations using multiple GPUs2010

    • Author(s)
      Ken-Ichi Ishikawa
    • Organizer
      Multi-core and GPU computing workshop
    • Place of Presentation
      韓国 Korea Institute for Advanced Study (KIAS)(招待講演)
    • Year and Date
      2010-05-27
    • Related Report
      2010 Annual Research Report
  • [Presentation] 多フレーバー格子ゲージ理論計算におけるシュレーディンガー汎関数法のGPUを用いた加速について2010

    • Author(s)
      石川健一, ほか5名
    • Organizer
      日本物理学会第65回年次大会
    • Place of Presentation
      岡山大学
    • Year and Date
      2010-03-20
    • Related Report
      2010 Final Research Report
  • [Presentation] GPUクラスタによる格子QCD計算2010

    • Author(s)
      尾崎裕介, 石川健一
    • Organizer
      日本物理学会第65回年次大会
    • Place of Presentation
      岡山大学
    • Year and Date
      2010-03-20
    • Related Report
      2010 Final Research Report
  • [Presentation] 多フレーバー格子ゲージ理論計算におけるシュレーディンガー汎関数法のGPUを用いた加速について2010

    • Author(s)
      石川健一
    • Organizer
      日本物理学会第65回年次大会
    • Place of Presentation
      岡山大学津島キャンパス
    • Year and Date
      2010-03-20
    • Related Report
      2009 Annual Research Report
  • [Presentation] GPUクラスタによる格子QCD計算2010

    • Author(s)
      尾崎祐介
    • Organizer
      日本物理学会第65回年次大会
    • Place of Presentation
      岡山大学津島キャンパス
    • Year and Date
      2010-03-20
    • Related Report
      2009 Annual Research Report
  • [Presentation] GPUを用いたlattice計算2009

    • Author(s)
      尾崎裕介
    • Organizer
      日本物理学会第64回年次大会
    • Place of Presentation
      立教大学
    • Year and Date
      2009-03-28
    • Related Report
      2010 Final Research Report
  • [Presentation] Recent algorithm and machine developments for lattice QCD2008

    • Author(s)
      Ken-Ichi Ishikawa(石川健一)
    • Organizer
      Lattice 2008, The XXVI International Symposium on Lattice Field Theory
    • Place of Presentation
      College of William and Mary, Williamsburg, Virginia, USA
    • Year and Date
      2008-07-16
    • Related Report
      2008 Annual Research Report
  • [Remarks] ホームページ等

    • URL

      http://theo.phys.sci.hiroshima-u.ac.jp/~ishikawa/cudaqcd.html

    • Related Report
      2010 Final Research Report
  • [Remarks]

    • URL

      http://theo.phys.sci.hiroshima-u.ac.jp/~ishikawa/cudaqcd.html

    • Related Report
      2010 Annual Research Report

URL: 

Published: 2008-04-01   Modified: 2016-04-21  

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