How to re-train a neural network

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Israel Yaish
Israel Yaish 2021-4-29
How to re-train (continue training) a neural network using the following implementaion:
net = trainNetwork(XTrain,YTrain,layers,options);

回答(1 个)

Aditya Patil
Aditya Patil 2021-5-10
Check the documentation on how to resume training from checkpoint.
In short, save the model to a mat file using the CheckpointPath option, and load the mat file later. Then you can resume the training my passing the layers of the checkpoint during training, as follows
trainNetwork(XTrain,YTrain,net.Layers,options)
Note that if you reuse the same options, you might see that the training diverges, as the training might have reduced the learning rate. Hence, use appropriate options as required.

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