how to save and reuse a trained neural network

Prashant Kumar answered . 2024-12-21 15:14:20

1.At what point in my code will i put save net

 Any time after training it and before deleting it. 
However, give it a unique name so that it is not overwritten 
or used by mistake. 

 gregnet1 = net;
 save gregnet1

 What ever directory you are in when you save it UNLESS you 
specify another directory.

3.How can i load the trained network and supply new data that i want to test it with?

 load gregnet1
 newoutput = gregnet1(newinput);

Please Note: I want to be able to save the trained neural network such that when i run the code over and over again with the training data set,it gives same output. I have discovered that each time i run my code,it gives a different output which i do not want once i have an acceptable result.

 Then initialize the RNG to the same state before training to 
obtain reproducibility. See any of my training example posts.

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