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How can I compile a pre-trained neural network into a standalone
How can I compile a pre-trained neural network into a standalone application using the MATLAB Compiler 4.10 (R2009a)?
The MATLAB Compiler 4.10 (R2009a) support for MATLAB and Toolboxes at the following web-link suggests that I can compile a pre-trained neural network:
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The following script sets up the creation of a pre-trained network and stores it in a MAT-file (‘pre_trained_net.mat’).
clcclear allclose allP = [1 2 3 4 5];T = [1 2 3 4 3];net = newff(P,T,5);net.trainParam.epochs = 50;net = train(net,P,T);save pre_trained_net net
The following function utilizing the pre-trained network can be compiled into a stand-alone application:
function compiled_network(input)% Include Neural Network Toolbox dependencies.% web([docroot '/toolbox/compiler/function.html'])%#function network% Load data.load pre_trained_netif ischar(input) input=str2num(input);endoutput = sim(net,input)plot(input,output,'o')
The following command may be used to compile the above function into a stand-alone application:
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