Title :
Multi-GPU accelerated three-dimensional FDTD method for electromagnetic simulation
Author :
Nagaoka, Tomoaki ; Watanabe, Soichi
Author_Institution :
Electromagnetic Compatibility Laboratory, Applied Electromagnetic Research Institute, National Institute of Information and Communications Technology, Tokyo 184-8795, Japan
fDate :
Aug. 30 2011-Sept. 3 2011
Abstract :
Numerical simulation with a numerical human model using the finite-difference time domain (FDTD) method has recently been performed in a number of fields in biomedical engineering. To improve the method´s calculation speed and realize large-scale computing with the numerical human model, we adapt three-dimensional FDTD code to a multi-GPU environment using Compute Unified Device Architecture (CUDA). In this study, we used NVIDIA Tesla C2070 as GPGPU boards. The performance of multi-GPU is evaluated in comparison with that of a single GPU and vector supercomputer. The calculation speed with four GPUs was approximately 3.5 times faster than with a single GPU, and was slightly (approx. 1.3 times) slower than with the supercomputer. Calculation speed of the three-dimensional FDTD method using GPUs can significantly improve with an expanding number of GPUs.
Keywords :
Biological system modeling; Computational modeling; Finite difference methods; Graphics processing unit; Humans; Supercomputers; Time domain analysis; Computer Graphics; Computer Simulation; Electric Stimulation; Humans; Imaging, Three-Dimensional; Models, Biological; Whole-Body Counting; Whole-Body Irradiation;
Conference_Titel :
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4244-4121-1
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2011.6090128