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HPOConfig

Source code in docs_src/capo_personalize/types/hpo_config.py
class HPOConfig(TypedDict, closed=True):
    hpo_objective: NotRequired["capo_personalize.types.hpo_objective.HPOObjective"]
    """<p>The metric to optimize during HPO.</p> <note> <p>Amazon Personalize doesn't support configuring the <code>hpoObjective</code> at this time.</p> </note>"""
    hpo_resource_config: NotRequired[
        "capo_personalize.types.hpo_resource_config.HPOResourceConfig"
    ]
    """<p>Describes the resource configuration for HPO.</p>"""
    algorithm_hyper_parameter_ranges: NotRequired[
        "capo_personalize.types.hyper_parameter_ranges.HyperParameterRanges"
    ]
    """<p>The hyperparameters and their allowable ranges.</p>"""

algorithm_hyper_parameter_ranges instance-attribute

algorithm_hyper_parameter_ranges: NotRequired[HyperParameterRanges]

The hyperparameters and their allowable ranges.

hpo_objective instance-attribute

hpo_objective: NotRequired[HPOObjective]

The metric to optimize during HPO.

Amazon Personalize doesn't support configuring the hpoObjective at this time.

hpo_resource_config instance-attribute

hpo_resource_config: NotRequired[HPOResourceConfig]

Describes the resource configuration for HPO.