9f3e9e7e9fd19fffe5ff647965ace2a0b022f899,python/ray/tune/examples/bohb_example.py,,,#,14

Before Change

parser = argparse.ArgumentParser()
parser.add_argument(
    "--smoke-test", action="store_true", help="Finish quickly for testing")
parser.add_argument(
    "--ray-address",
    help="Address of Ray cluster for seamless distributed execution.")
args, _ = parser.parse_known_args()


class MyTrainableClass(Trainable):

After Change

    config_space.add_hyperparameter(
        CS.UniformFloatHyperparameter("width", lower=0, upper=100))

    experiment_metrics = dict(metric="episode_reward_mean", mode="max")
    bohb_hyperband = HyperBandForBOHB(
        time_attr="training_iteration",
        max_t=100,
        reduction_factor=4,

Instances