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Extend Hyperparameter Run #633

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mo-fu opened this issue Oct 26, 2022 · 1 comment
Open

Extend Hyperparameter Run #633

mo-fu opened this issue Oct 26, 2022 · 1 comment
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enhancement help wanted

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@mo-fu
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mo-fu commented Oct 26, 2022

Hypeparameter optimization may run for a long time. If I optimize an ensemble I first have to optimize the individual parts and then the ensemble afterwards. If I want to get a result quickly I may limit the number of trials.
However, if I have additional compute capacity in the future I may want to run another hyperparameter optimization without discarding the previous run.
Optuna studys should be serializable. So they can be loaded again and extended with additional trials.
@osma
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osma commented Jan 30, 2023

Sounds like a nice feature, PRs welcome!

@osma osma mentioned this issue Apr 17, 2023
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@osma @mo-fu