src.common.tune_hyperparameters

src.common.tune_hyperparameters(config, output, *, force=False, continue_=False, n_trials=50, timeout=6000, optimize_metric='accuracy')

Main hyperparameter tuning function

Parameters:

• config (Dict[str, Any]) – Tuning configuration

• output (str | Path) – Output directory path

• force (bool) – Force restart

• continue – Continue from checkpoint

• continue_ (bool)

• n_trials (int)

• timeout (int)

• optimize_metric (str)

Returns:

Tuning report or None if skipped

Return type:

Dict[str, Any] | None