Is there a way to use weights without using gpuArray

3 views (last 30 days)
Marina Ghobrial
Marina Ghobrial on 25 Jul 2021
Commented: Marina Ghobrial on 27 Jul 2021
I found this code online and was wondering if there is another way to use it without the gpuArray function. I keep recieving this error when I use it and I am not familiar with gpu:
Error using gpuArray
Failed to load graphics driver. Unable to load library 'nvcuda.dll'. The error was:
The specified module could not be found.
Update or reinstall your graphics driver. For more information on GPU support, see GPU Support by Release.
varSize = 21;
conv1 = convolution2dLayer(5,varSize,'Padding',2,'BiasLearnRateFactor',2);
conv1.Weights = gpuArray(single(randn([5 5 3 varSize])*0.0001));
fc1 = fullyConnectedLayer(64,'BiasLearnRateFactor',2);
fc1.Weights = gpuArray(single(randn([64 576])*0.1));
fc2 = fullyConnectedLayer(4,'BiasLearnRateFactor',2);
fc2.Weights = gpuArray(single(randn([4 64])*0.1));
i want to be able to use convulation neural network and be able to use the weights because I know they help the progrma run faster. so my question is: Is there a way to use weights without using gpuArray?
Thank you

Sign in to comment.

Answers (0)


Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!