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Use validation set to decide on best epoch and save that model #29

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barapa opened this issue Apr 27, 2013 · 0 comments
Open

Use validation set to decide on best epoch and save that model #29

barapa opened this issue Apr 27, 2013 · 0 comments

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@barapa
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barapa commented Apr 27, 2013

At least for Hessian Free, it would be very useful to automatically save the best performing epoch on a validation set as the network to use. Currently, we are watching the actual test set, so it would be cheating to use it to determine when to stop. Additionally, we need a way to save the whole model each time as the 'final' model, when the error on validation is lowest. This would require bringing the save functionality inside the Hessian Training function.

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