Next is to define the training options
options = trainingOptions('adam',...
'MaxEpochs',400,...
'MiniBatchSize',32,...
'InitialLearnRate',0.001,...
'Shuffle','every-epoch',...
'Plots','training-progress',...
'Verbose', false);
Stressful, yeah 😀
Now we train the model