40428c9b05dca1c2a0eb38b5f9159bae5bf98e3b,python/ray/tune/examples/tf_distributed_keras_example.py,,,#,64

Before Change

        num_samples=1,
        config={
            "lr": tune.sample_from(lambda spec: np.random.uniform(0.001, 0.1)),
            "momentum": tune.sample_from(
                lambda spec: np.random.uniform(0.1, 0.9)),
            "hidden": tune.sample_from(
                lambda spec: np.random.randint(32, 512)),
        })
    print("Best hyperparameters found were: ", analysis.best_config)

After Change

            "use_mini": args.smoke_test,
            "lr": tune.uniform(0.001, 0.1),
            "momentum": tune.uniform(0.1, 0.9),
            "hidden": tune.randint(32, 512),
        })
    print("Best hyperparameters found were: ", analysis.best_config)

Instances