How can I save Neural Network Statsitics?

Hello guys. I am trying to write few lines of a MATLAB script to save my Neural Network (ANN) stasitics. I usually create and train the network like this:

ANN=newff(Input,Output,[100 100 100]);
ANN=train(ANN,Input,Output);
view(ANN)

Where the view(ANN) shows me some nice staisitics in a new window. Now, how can I save this view of the window as an image (or any other format)? I know there are manual options to save this window but I want to do it using a script (code) because I am iteratively doing this training, so it will be inefficient to save it manually for each training.

Answer 1

[Ayush]

Hi @Ali Almakhmari

To programmatically save the statistics of a neural network in MATLAB, you can use the 'save' function to save the relevant variables to a file:

% Train your neural network 
net = trainNetwork(inputData, targetData, layers); 

After training the network using 'trainNetwork', you can access the statistics you are interested in, such as the forward propagation times, by accessing the appropriate properties of the network.

% Obtain the statistics 
stats = net.Layers(end).ForwardPropTimes; 
% Save the statistics to a file 
save('network_stats.mat', 'stats'); 

You may read further on ‘save’ function: https://in.mathworks.com/help/matlab/ref/save.html

Thanks,

Ayush Jaiswal