How to run program on GPU

My program of Semantic segmentation is in Matlab and I want to run it on GPU. Kindly send me the step wise procedure to run my code on GPU

Answer 1

[Andrea Picciau]

Hi Sania,

• If you're training your network, you need to set 'ExecutionEnvironment' to 'gpu' or 'multi-gpu' in trainingOptions. The doc for trainingOptions is here.
• If you have already trained your network and you want to use it, you can either set the option 'Acceleration' to 'MEX' in the function predict or you can use GPU coder as shown in this other doc page.

Note that (as of today) you can't use GPU coder to train your network.

Best,

-- Andrea

[Sania Gul]

Thanks you so much.

[Andrea Picciau]

Happy to help!

Answer 2

[Nicolas B.]

So the first step is to check whether you have the "Parallel Computing Toolbox" with:

ver

if the toolbox isn't in the list, than you need to buy it.

Then, take a look at the documentation from mathwork about computing on GPU.

Hope it help you.

[Sania Gul]

Yes, we have parallel computing toolbox in our MATLAB 2019. And have configyred (cuDNN) library but still GPU button is in active. Kindly help me to solve this problem.