Computation times

07:04.974 total execution time for 13 files from tutorial/20_recipes:

Example

Time

Mem (MB)

Early-stopping independent evaluations by Wilcoxon pruner (013_wilcoxon_pruner.py)

04:31.234

0.0

Multi-objective Optimization with Optuna (002_multi_objective.py)

01:54.487

0.0

Optuna Artifacts Tutorial (012_artifact_tutorial.py)

00:27.225

0.0

Specify Hyperparameters Manually (008_specify_params.py)

00:09.352

0.0

Saving/Resuming Study with RDB Backend (001_rdb.py)

00:01.011

0.0

User-Defined Pruner (006_user_defined_pruner.py)

00:00.670

0.0

Command-Line Interface (004_cli.py)

00:00.340

0.0

User-Defined Sampler (005_user_defined_sampler.py)

00:00.279

0.0

User Attributes (003_attributes.py)

00:00.209

0.0

Ask-and-Tell Interface (009_ask_and_tell.py)

00:00.104

0.0

Re-use the best trial (010_reuse_best_trial.py)

00:00.047

0.0

(File-based) Journal Storage (011_journal_storage.py)

00:00.011

0.0

Callback for Study.optimize (007_optuna_callback.py)

00:00.005

0.0