Source code for ax.metrics.hartmann6

#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.

# pyre-strict

import numpy.typing as npt
from ax.metrics.noisy_function import NoisyFunctionMetric
from ax.utils.common.typeutils import checked_cast
from ax.utils.measurement.synthetic_functions import aug_hartmann6, hartmann6



[docs]
class Hartmann6Metric(NoisyFunctionMetric):

[docs]
    def f(self, x: npt.NDArray) -> float:
        return checked_cast(float, hartmann6(x))





[docs]
class AugmentedHartmann6Metric(NoisyFunctionMetric):

[docs]
    def f(self, x: npt.NDArray) -> float:
        return checked_cast(float, aug_hartmann6(x))