« Back to top page

Hyperband Pruner

Pruner using Hyperband.

Class or Function Names

  • HyperbandPruner

Example

study = optuna.create_study(
    direction="maximize",
    pruner=optuna.pruners.HyperbandPruner(
        min_resource=1, max_resource=n_train_iter, reduction_factor=3
    ),
)
study.optimize(objective, n_trials=20)

See example.py for a full example.

Others

See the documentation for more details.

Package
pruners/hyperband
Author
Optuna team
License
MIT License
Verified Optuna version
  • 3.6.1
Last update
2024-07-22