GPU vs CPU speed test of finite difference equation

GPU vs CPU speed test of finite difference equation

version 1.6.0.0 (5.73 KB) by Mark Ward

Compares the speed of the parallel computing toolbox functions vs CPU for finite difference

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Updated 10 Jul 2014

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Simulates the heat equation, with constant heat capacity and thermal conductivity, using GPU (parallel computing toolbox) or CPU (matrix calculations). Includes results from Nvidia titan and i5-2500k @ 4.2 GHz. Any suggestions welcome on speeding up either.

Cite As

Mark Ward (2022). GPU vs CPU speed test of finite difference equation (https://www.mathworks.com/matlabcentral/fileexchange/42779-gpu-vs-cpu-speed-test-of-finite-difference-equation), MATLAB Central File Exchange. Retrieved January 26, 2022.

MATLAB Release Compatibility

Created with R2014a

Compatible with any release

Platform Compatibility

Windows macOS Linux

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test_gpu_array7

Download	10 Jul 2014	1.6.0.0	more minor fixes
Download	10 Jul 2014	1.5.0.0	few more minor corrections. All the big calculations are set as single precision currently.
Download	10 Jul 2014	1.4.0.0	I temporarily uploaded a version which used massive arrays. This one is back to normal.
Download	10 Jul 2014	1.3.0.0	This version is faster and uses less memory. It uses the 'stencil' approach: see the comments for details.
Download	29 Jul 2013	1.2.0.0	Was advised by Mathworks that one of the submitted files was not a .m file, so I've re-submitted the zip archive.
Download	22 Jul 2013	1.0.0.0