incremental training (large data set)
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Is the following approach suitable for NN incremental learning in general?
for bn = 1:num_batches
inputs = <get batch bn inputs>;
targets = <get batch bn targets>;
net = train(net, inputs, targets);
end
Is there any recomanded method how to split large data set on a separate batches and how to perform validation and testing?
I will be happy for any relevant reference and/or matlab examples (tutorial).
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Sai Bhargav Avula
il 26 Mar 2020
Hi,
You can try using tall array. Datastore object can also be used for this purpose. You can split the data using cvpartition for the validation and testing
Hope this helps!
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