Why does trainNetwork return an error? - Error using trainNetwork (line 184) Layers argument must be an array of layers or a layer graph.
1 Ansicht (letzte 30 Tage)
Ältere Kommentare anzeigen
Why does trainNetwork not recognise my layers?
I've tried copy-pasting prebuilt layers from a .mlx tutorial but i'm receiving the same error regardless, even when I turn it into an lgraph,
can anyone explain why this error is occuring...here is my full code,
thanks,
%[xTrain, yTrain, xValidation, yValidation, augTrain, augValid] = trainingDataGetter(1);
load("augTrain.mat");
load("augValid.mat");
load("yTrain.mat");
load("yValid.mat");
layers = [...
imageInputLayer([24 24 3])
convolution3dLayer([12 12 3],8,'Padding',1)
fullyConnectedLayer(1)
regressionLayer
]
lgraph = layerGraph(layers);
miniBatchSize = 128;
validationFrequency = floor(numel(augTrain.Files)/miniBatchSize);
options = trainingOptions('sgdm', ...
'MiniBatchSize',miniBatchSize, ...
'MaxEpochs',30, ...
'InitialLearnRate',1e-3, ...
'LearnRateSchedule','piecewise', ...
'LearnRateDropFactor',0.1, ...
'LearnRateDropPeriod',20, ...
'Shuffle','every-epoch', ...
'ValidationData',{augValid,yValidation}, ...
'ValidationFrequency',validationFrequency, ...
'Plots','training-progress', ...
'Verbose',false);
net = trainNetwork(augTrain,yTrain,layers,options);
0 Kommentare
Antworten (0)
Siehe auch
Kategorien
Mehr zu Get Started with Statistics and Machine Learning Toolbox finden Sie in Help Center und File Exchange
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!