Impact of GPU Memory Access Patterns on FDTD

被引:0
|
作者
Livesey, Matthew [1 ]
Stack, James F., Jr. [1 ]
Costen, Fumie [1 ]
Nanri, Takeshi [1 ]
Nakashima, Norimasa [1 ]
Fujino, Seiji [1 ]
机构
[1] Accenture, Manchester M21 9HE, Lancs, England
关键词
GRAPHICS;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The application of General Purpose computing on a GPU is an effective way to accelerate the FDTD method. This work explores the different domain decomposition techniques from the literature and extends the theoretically best approach with additional flexibility. We examine the performance on both Tesla and Fermi architecture GPUs and identify the best way to determine the GPU parameters for the proposed method.
引用
收藏
页数:2
相关论文
共 50 条
  • [1] Detection and GPU Accelerationof 3D FDTD Algorithms Based on Memory Access Patterns
    Shao, Ran
    Linton, David
    Spence, Ivor
    Milligan, Peter
    Zheng, Ning
    PROCEEDINGS 2013 INTERNATIONAL CONFERENCE ON MECHATRONIC SCIENCES, ELECTRIC ENGINEERING AND COMPUTER (MEC), 2013, : 2520 - 2526
  • [2] An Efficient GPU Cache Architecture for Applications with Irregular Memory Access Patterns
    Li, Bingchao
    Wei, Jizeng
    Sun, Jizhou
    Annavaram, Murali
    Kim, Nam Sung
    ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2019, 16 (03) : 1 - 24
  • [3] Memory Access Patterns: The Missing Piece of the Multi-GPU Puzzle
    Ben-Nun, Tal
    Levy, Ely
    Barak, Amnon
    Rubin, Eri
    PROCEEDINGS OF SC15: THE INTERNATIONAL CONFERENCE FOR HIGH PERFORMANCE COMPUTING, NETWORKING, STORAGE AND ANALYSIS, 2015,
  • [4] Understanding the Impact of Memory Access Patterns in Intel Processors
    Monil, Mohammad Alaul Haque
    Lee, Seyong
    Vetter, Jeffrey S.
    Malony, Allen D.
    PROCEEDINGS OF 2020 IEEE/ACM WORKSHOP ON MEMORY CENTRIC HIGH PERFORMANCE COMPUTING (MCHPC 2020), 2020, : 52 - 61
  • [5] Efficient Memory Access Patterns for Solving 3D Laplace Equation on GPU
    Akhtar, Muhammad Naveed
    Durad, Muhammad Hanif
    Usman, Anila
    Mughal, Muhammad Abid
    IRANIAN JOURNAL OF SCIENCE AND TECHNOLOGY TRANSACTION A-SCIENCE, 2018, 42 (A2): : 623 - 633
  • [6] Efficient Memory Access Patterns for Solving 3D Laplace Equation on GPU
    Muhammad Naveed Akhtar
    Muhammad Hanif Durad
    Anila Usman
    Muhammad Abid Mughal
    Iranian Journal of Science and Technology, Transactions A: Science, 2018, 42 : 623 - 633
  • [7] Characterizing Power and Performance Of GPU Memory Access
    Allen, Tyler
    Ge, Rong
    PROCEEDINGS OF 4TH INTERNATIONAL WORKSHOP ON ENERGY EFFICIENT SUPERCOMPUTING (E2SC 2016), 2016, : 46 - 53
  • [8] Compile-Time Type Selection of Optimized Data Layout and Memory Access Patterns for FDTD Calculations
    Infantolino, Jamie
    Richie, David
    2016 IEEE/ACES INTERNATIONAL CONFERENCE ON WIRELESS INFORMATION TECHNOLOGY AND SYSTEMS (ICWITS) AND APPLIED COMPUTATIONAL ELECTROMAGNETICS (ACES), 2016,
  • [9] Collaborative Coalescing of Redundant Memory Access for GPU System
    Jiang, Fan
    Li, Chengeng
    Zhang, Wei
    Xu, Jiang
    29TH ASIA AND SOUTH PACIFIC DESIGN AUTOMATION CONFERENCE, ASP-DAC 2024, 2024, : 195 - 200
  • [10] Aspects of GPU Perfomance in Algorithms with Random Memory Access
    Kashkovsky, Alexander V.
    Shershnev, Anton A.
    Vashchenkov, Pavel V.
    PROCEEDINGS OF THE XXV CONFERENCE ON HIGH-ENERGY PROCESSES IN CONDENSED MATTER (HEPCM 2017), 2017, 1893