Title :
Impact of GPU memory access patterns on FDTD
Author :
Livesey, Matthew ; Stack, James F., Jr. ; Costen, Fumie ; Nanri, Takeshi ; Nakashima, Norimasa ; Fujino, Seiji
Author_Institution :
Accenture, Manchester, UK
Abstract :
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.
Keywords :
finite difference time-domain analysis; graphics processing units; FDTD method; Fermi architecture GPU; GPU memory access patterns; GPU parameters; Tesla architecture GPU; domain decomposition techniques; general purpose computing; graphics processing units; Computer architecture; Finite difference methods; Graphics processing units; Instruction sets; Kernel; Parallel processing; Time domain analysis;
Conference_Titel :
Antennas and Propagation Society International Symposium (APSURSI), 2012 IEEE
Conference_Location :
Chicago, IL
Print_ISBN :
978-1-4673-0461-0
DOI :
10.1109/APS.2012.6348987