Can Simulink Models Be Ran On A GPU?

Question

Aaron Kurlantzick 2021-3-1

0
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此问题的直接链接

https://ww2.mathworks.cn/matlabcentral/answers/759766-can-simulink-models-be-ran-on-a-gpu

评论： TAHAR NOUAOUI 2024-1-15

采纳的回答： Anshika Chaurasia

I'm part of a group trying to speed up our code. We send out inputs to the simulink model with

simIn(i) = simIn(i).setVariable('Amplitude', pops(i, 1));

simIn(i) = simIn(i).setVariable('Freq', pops(i, 2));

simIn(i) = simIn(i).setVariable('PW', pops(i, 3));

simIn(i) = simIn(i).setVariable('Ramp_Toggle', pops(i, 4));

simIn(i) = simIn(i).setVariable('Ramp_Slope', pops(i, 5));

simIn(i) = simIn(i).setVariable('Ramp_Flat', pops(i, 6));

simIn(i) = simIn(i).setVariable('Intraburst_Toggle', pops(i, 7));

simIn(i) = simIn(i).setVariable('Intraburst_Period', pops(i, 8));

simIn(i) = simIn(i).setVariable('Intraburst_Packet', pops(i, 9));

simIn(i) = simIn(i).setVariable('Phasic', pops(i, 10));

and take back outputs with

simOut = parsim(simIn, 'ShowSimulationManager', 'off');

Using tic toc it seems that the simulink model takes about 90% of our runtime. Is there a way to run this on the GPU or other ways to speed it up? Any help will be greatly appreciated.

Thank you

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Answer 1

Anshika Chaurasia 2021-3-4

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链接

此回答的直接链接

https://ww2.mathworks.cn/matlabcentral/answers/759766-can-simulink-models-be-ran-on-a-gpu#answer_638856

Hi,

You can use GPU Coder to speed up the execution of your Simulink model by using NVIDIA GPUs:

https://www.mathworks.com/help/gpucoder/ug/simulation-acceleration-using-gpu-coder.html

Please note that not all functions are supported by GPU Coder.

It is currently not possible to run a simulation on a GPU. The developers are aware of this enhancement request and might add this feature in a future release.

Hope it helps!