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Time taken for prediction using competlayer Neural network.

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Nachiketa Chauhan
Nachiketa Chauhan 2019-5-17
I have an input of 2000 samples 800predictors, input is 2000x800,
using the following simple code
inputs = input';
net = competlayer(2);
net = train(net,inputs);
view(net)
outputs = net(input','useParallel','yes');
classes = vec2ind(outputs);
tabulate(classes)
calculating outputs is taking 2 seconds for each sample!
Can someone point out anything I am doing wrong. I want to reduce the time it takes to get output.
I know the number of predictors is really high but the etwork is giving good results so I dont want to change that.

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