CODEWITHSUNDEEP
optuna
mhdadk
mhdadk

Reputation: 855

How can I choose the right number of epochs per trial in Optuna?

Is there a rule of thumb for how to choose the number of epochs per trial in Optuna?

Upvotes: 0

Views: 989

Answers (1)

Ben Laney
Ben Laney

Reputation: 46

I would imagine epochs are directly correlated with your computational costs, but perhaps that's a parameter worth optimizing. If you aren't sure, start with your best guess and run a few optimization studies with different epoch values. Once you confirm the importance of your epochs, you can conduct separate studies on just the epoch value.

Upvotes: 3

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