Studies of Real-time processing and high-speed double-precision computation using Multi-GPU cluster system

• Project/Area Number: 22700060
• Research Category: Grant-in-Aid for Young Scientists (B)
• Allocation Type: Single-year Grants
• Research Field: Computer system/Network
• Research Institution: Shohoku College
• Principal Investigator: TAKADA Naoki 湘北短期大学, 情報メディア学科, 准教授 (50290713)
• Project Period (FY): 2010 – 2011
• Project Status: Completed (Fiscal Year 2011)
• Budget Amount: ¥5,330,000 (Direct Cost: ¥4,100,000、Indirect Cost: ¥1,230,000); Fiscal Year 2011: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000); Fiscal Year 2010: ¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
• Keywords: Graphics Processing Unit / GPU / GPGPU / GPUコンピューティング / マルチGPUクラスタ / 計算機合成ホログラム / CGH / 電磁界シミュレーション / FDTD法 / マルチCPUクラスタ / General Purpose on GPU / High-Performance Computing / 分散並列計算 / 計算機システム

Research Abstract

Multi-GPU cluster system composed of four PCs, each of which is equipped with three GPU boards, has been built. The computations of computer-generated hologram(CGH) and electromagnetic simulation were implemented in the multi-GPU cluster system. CGH is well-known as the technique of ultimate three-dimensional television. Electromagnetic simulation requires high-precision. The electromagnetic simulation using multi-GPU cluster system was performed by double-precision calculation. The result of this study was reported in the invited talk of international conference.

Research Products

• [Journal Article] Computational wave optics library for C++: CWO++library (2012)
  • Author(s): Tomoyoshi Shimobaba, Jiantong Weng, Takahiro Sakurai, Naohisa Okada, Takashi Nishitsuji, Naoki Takada, Atsushi Shiraki, Nobuyuki Masuda and Tomoyoshi Ito
  • Journal Title: Computer Physics Communications Volume: Vol.183 Issue: 5 Pages: 1124-1138
  • DOI: 10.1016/j.cpc.2011.12.027
  • Peer Reviewed
• [Journal Article] マルチLCD用マルチGPUクラスタシステムによる計算機合成ホログラムの計算高速化 (2011)
  • Author(s): 高田直樹,下馬場朋禄,中山弘敬,老川稔,増田信之,伊藤智義
  • Journal Title: 第10回情報科学技術フォーラム(FIT2011)講演論文集 Pages: 117-122
  • Peer Reviewed
• [Journal Article] マルチLCD用マルチGPUクラスタシステムによる計算機合成ホログラムの計算高速化 (2011)
  • Author(s): 高田直樹, 下馬場朋禄, 中山弘敬, 老川稔, 増田信之, 伊藤智義
  • Journal Title: 第10回情報科学技術フォーラム(FIT2011)講演論文集 Volume: 第1分冊 Pages: 117-122
  • Peer Reviewed
• [Journal Article] Improved Performance of FDTD Computation Using a Thread Block Constructed as a Two-Dimensional Array with CUDA (2010)
  • Author(s): Naoki Takada, Tomoyoshi Shimobaba, Nobuyuki Masuda and Tomoyoshi Ito
  • Journal Title: Applied Computational Electromagnetics Society Journal Volume: Vol.25, No.12 Pages: 1061-1069
  • Peer Reviewed
• [Journal Article] Real-time color electroholography using multi graphics processing units and multihigh-definition liquid-crystal display panels (2010)
  • Author(s): Hirotaka Nakayama, Naoki Takada, Yasuyuki Ichihashi, Shin Awazu, Tomoyoshi Shimobaba Nobuyuki Masuda and Tomoyoshi Ito
  • Journal Title: Applied Optics Volume: Vol.49, Issue 31 Issue: 31 Pages: 5993-5996
  • DOI: 10.1364/ao.49.005993
  • Peer Reviewed
• [Journal Article] Real-time color electroholography using multi graphics processing units and multi high-definition liquid-crystal display panels (2010)
  • Author(s): Hirotaka Nakayama, Naoki Takada, Yasuyuki Ichihashi, Shin Awazu, Tomoyoshi Shimobaba, Nobuyuki Masuda, Tomoyoshi Ito
  • Journal Title: Applied Optics Volume: Vol.49 Pages: 5993-5996
  • Peer Reviewed
• [Presentation] Fast calculation of Fresnel diffraction calculation using AMD GPU and OpenCL (2011)
  • Author(s): Takashi Nishitsuji, Tomoyoshi Shimobaba, Takahiro Sakurai, Naoki Takada, Nobuyuki Masuda and Tomoyoshi Ito
  • Organizer: Korea-Japan Workshop for Information Photonics(DHIP2011)
  • Place of Presentation: ソウル国立大学(韓国)
  • Year and Date: 2011-11-10
• [Presentation] Fast calculation of Fresnel diffraction calculation using AMD GPU and OpenCL (2011)
  • Author(s): Takashi Nishitsuji, Tomoyoshi Shimobaba, Takahiro Sakurai, Naoki Takada, Nobuyuki Masuda, Tomoyoshi Ito
  • Organizer: Korea-Japan Workshop for Information Photonics (DHIP2011)
  • Place of Presentation: ソウル国立大学(韓国)
  • Year and Date: 2011-11-10
• [Presentation] Fast Computation of Computer-Generated-Hologram Using Multi-GPU Cluster System (2011)
  • Author(s): Naoki Takada, Tomoyoshi Shimobaba, Hirotaka Nakayama, Minoru Oikawa, Yasuyuki Ichihahi, Nobuyuki Masuda and Tomoyoshi Ito
  • Organizer: International Conference on 3D systems and Applications(3DSA 2011)
  • Place of Presentation: 韓国科学技術会館(韓国)
  • Year and Date: 2011-06-22
• [Presentation] Fast Computation of Computer-Generated-Hologram Using Multi-GPU Cluster System (2011)
  • Author(s): Naoki Takada, Tomoyoshi Shimobaba, Hirotaka Nakayama, Minoru Oikawa, Yasuyuki Ichihahi, Nobuyuki Masuda, Tomoyoshi Ito
  • Organizer: International Conference on 3D systems and Applications (3DSA 2011)
  • Place of Presentation: 韓国科学技術会館(韓国)
  • Year and Date: 2011-06-22
• [Presentation] Fast calculation of Fresnel diffraction calculation using AMD GPU and OpenCL (2011)
  • Author(s): Takashi Nishitsuji, Tomoyoshi Shimobaba, Takahiro Sakurai, Naoki Takada, Nobuyuki Masuda and Tomoyoshi Ito
  • Organizer: Digital Holography and Three-Dimensional Imaging(DH)(DH2011)
  • Place of Presentation: 東京大学(東京都)
  • Year and Date: 2011-05-11
• [Presentation] Fast calculation of Fresnel diffraction calculation using AMD GPU and OpenCL (2011)
  • Author(s): Takashi Nishitsuji, Tomoyoshi Shimobaba, Takahiro Sakurai, Naoki Takada, Nobuyuki Masuda, Tomoyoshi Ito
  • Organizer: Digital Holography and Three-Dimensional Imaging (DH) (DH2011)
  • Place of Presentation: 東京大学(東京)
  • Year and Date: 2011-05-11
• [Presentation] AMD GPUとOpe nCLを用いたフレネル回折計算の高速計算 (2011)
  • Author(s): 西辻崇,下馬場朋禄,増田信之,高田直樹,伊藤智義
  • Organizer: 2011年電子情報通信学会総合大会
  • Place of Presentation: 東京都市大学(東京都)
  • Year and Date: 2011-03-16
• [Presentation] A real-time color electrohorographic reconstruction system using multi graphics processing unit (2010)
  • Author(s): Naoki Takada, Hirotaka Nakayama, Shin Awazu, Yasuyuki Ichihashi, Tomoyoshi Shimobaba, Nobuyuki Masuda and Tomoyoshi Ito
  • Organizer: The 17^<th> International Display Workshops
  • Place of Presentation: 福岡国際会議場(福岡県)
  • Year and Date: 2010-12-02
• [Presentation] 24 mega pixels phase electroholography (2010)
  • Author(s): Tomoyoshi Shimobaba, Hirotaka Nakayama, Nobuyuki Masuda, Naoki Takada and Tomoyoshi Ito
  • Organizer: The 17^<th> International Display Workshops
  • Place of Presentation: 福岡国際会議場(福岡県)
  • Year and Date: 2010-12-02
• [Presentation] シングルCUDA互換GPUを用いたFDTD法の計算高速化 (2010)
  • Author(s): 高田直樹,下馬場朋禄,増田信之,伊藤智義
  • Organizer: 情報科学技術フォーラム(FIT2010)
  • Place of Presentation: 九州大学(福岡県)
  • Year and Date: 2010-09-07
• [Presentation] CUDAとOpenCLを用いたNVIDIA及びAMDGPU上でのホログラム生成の性能比較 (2010)
  • Author(s): 下馬場朋禄,市橋保之,増田信之,高田直樹,伊藤智義
  • Organizer: 3次元画像コンファレンス2010
  • Place of Presentation: 東京大学(東京都)
  • Year and Date: 2010-07-10
• [Presentation] 位相変調型LCDを用いた1800万画素電子ホログラフィシステム (2010)
  • Author(s): 下馬場朋禄,三瓶卓方,市橋保之,増田信之,高田直樹,伊藤智義
  • Organizer: 3次元画像コンファレンス2010
  • Place of Presentation: 東京大学(東京都)
  • Year and Date: 2010-07-10
• [Presentation] CUDAとOpenCLを用いたNVIDIA及びAMD GPU上でのホログラム生成の性能比較 (2010)
  • Author(s): 下馬場朋禄, 市橋保之, 増田信之, 高田直樹, 伊藤智義
  • Organizer: 3次元画像コンファレンス2010
  • Place of Presentation: 東京大学(東京都)
  • Year and Date: 2010-07-10
• [Presentation] Fast calculation of computer-generated-hologram using AMD GPU and OpenCL (2010)
  • Author(s): Tomoyoshi Shimobaba, Tomoyoshi Ito, Nobuyuki Masuda, Yasuyuki Ichihashi and Naoki Takada
  • Organizer: International Conference on 3D Systems and Applications 2010
  • Place of Presentation: 学術総合センター(東京都)
  • Year and Date: 2010-05-21
• [Presentation] The Performance Evaluation of CUDA Implementation for Fast FDTD Computation Using a Single GPU (2010)
  • Author(s): Naoki Takada, Tomoyoshi Shimobaba, Nobuyuki Masuda and Tomoyoshi Ito
  • Organizer: The 26th International Review of Progress in Applied Computational Electromagnetics
  • Place of Presentation: Tampere Hall(Finland)
  • Year and Date: 2010-04-27
• [Presentation] The Performance Evaluation of CUDA Implementation for Fast FDTD Computation Using a Single GPU (2010)
  • Author(s): Naoki Takada, Tomoyoshi Shimobaba, Nobuyuki Masuda, Tomoyoshi Ito
  • Organizer: The 26th International Review of Progress in Applied Computational Electromagnetics
  • Place of Presentation: Tampere Hall (Finland)
  • Year and Date: 2010-04-27
• [Presentation] Fast numerical wave-optics library using graphic processing unit : GWO library, and its applications to holography (2010)
  • Author(s): Tomoyoshi Shimobaba, Naoki Takada, Yasuyuki Ichihashi, Nobuyuki Masuda and Tomoyoshi Ito
  • Organizer: Digital Holography and Three-Dimensional Imaging(DH2010)
  • Place of Presentation: The Deauville Beach Resort Hotel(U. S. A)
  • Year and Date: 2010-04-12
• [Presentation] Fast numerical wave-optics library using graphic processing unit : GWO library, and its applications to holography (2010)
  • Author(s): Tomoyoshi Shimobaba, Naoki Takada, Yasuyuki Ichihashi, Nobuyuki Masuda, Tomoyoshi Ito
  • Organizer: Digital Holography and Three-Dimensional Imaging(DH2010)
  • Place of Presentation: The Deauville Beach Resort Hotel (U.S.A)
  • Year and Date: 2010-04-12