ray.tune.run_experiments

ray.tune.run_experiments(experiments: Experiment | Mapping | Sequence[Experiment | Mapping], scheduler: TrialScheduler | None = None, verbose: int | AirVerbosity | Verbosity | None = None, progress_reporter: ProgressReporter | None = None, resume: bool | str | None = None, resume_config: ResumeConfig | None = None, reuse_actors: bool = False, raise_on_failed_trial: bool = True, concurrent: bool = True, callbacks: Sequence[Callback] | None = None, _remote: bool | None = None)

Runs and blocks until all trials finish.

Example

>>> from ray.tune.experiment import Experiment
>>> from ray.tune.tune import run_experiments
>>> def my_func(config): return {"score": 0}
>>> experiment_spec = Experiment("experiment", my_func) 
>>> run_experiments(experiments=experiment_spec) 
>>> experiment_spec = {"experiment": {"run": my_func}} 
>>> run_experiments(experiments=experiment_spec) 

Returns:

List of Trial objects, holding data for each executed trial.