Error using parallel.gpu.CUDADevice.hBuild during the training of a Convolutional Neural Network
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Hello! I have this code:
layers = [imageInputLayer([28 28 1])
convolution2dLayer(5,20)
reluLayer
maxPooling2dLayer(2,'Stride',2)
fullyConnectedLayer(10)
softmaxLayer
classificationLayer()]; %define the Convolutional Neural Network (CNN)
options = trainingOptions('sgdm','MaxEpochs',15, 'InitialLearnRate',0.0001); %set the training options
convnet = trainNetwork(trainDigitData,layers,options); %train my CNN
and when I train the network I get all these errors:
- Error using parallel.gpu.CUDADevice.hBuild
- Error in parallel.gpu.GPUDevice.getDevice
- Error in parallel.gpu.GPUDevice.isAvailable
- Error in nnet.internal.cnn.util.isGPUCompatible
- Error in nnet.internal.cnn.util.GPUShouldBeUsed
- Error in trainNetwork>iSetupExecutionEnvironment
- Error in trainNetwork
1 Comment
Joss Knight
on 29 Aug 2017
What is your version of MATLAB and what GPU do you have? Have you installed the latest NVIDIA driver for that device?
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on 29 Aug 2017
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