HyperParameterTuningJobSummary ¶

class HyperParameterTuningJobSummary(TypedDict, closed=True):
    hyper_parameter_tuning_job_name: NotRequired[
        "capo_sagemaker.types.hyper_parameter_tuning_job_name.HyperParameterTuningJobName"
    ]
    """<p>The name of the tuning job.</p>"""
    hyper_parameter_tuning_job_arn: NotRequired[
        "capo_sagemaker.types.hyper_parameter_tuning_job_arn.HyperParameterTuningJobArn"
    ]
    """<p>The Amazon Resource Name (ARN) of the tuning job.</p>"""
    hyper_parameter_tuning_job_status: NotRequired[
        "capo_sagemaker.types.hyper_parameter_tuning_job_status.HyperParameterTuningJobStatus"
    ]
    """<p>The status of the tuning job.</p>"""
    strategy: NotRequired[
        "capo_sagemaker.types.hyper_parameter_tuning_job_strategy_type.HyperParameterTuningJobStrategyType"
    ]
    """<p>Specifies the search strategy hyperparameter tuning uses to choose which hyperparameters to evaluate at each iteration.</p>"""
    creation_time: NotRequired["capo_sagemaker.types.timestamp.Timestamp"]
    """<p>The date and time that the tuning job was created.</p>"""
    hyper_parameter_tuning_end_time: NotRequired[
        "capo_sagemaker.types.timestamp.Timestamp"
    ]
    """<p>The date and time that the tuning job ended.</p>"""
    last_modified_time: NotRequired["capo_sagemaker.types.timestamp.Timestamp"]
    """<p>The date and time that the tuning job was modified.</p>"""
    training_job_status_counters: NotRequired[
        "capo_sagemaker.types.training_job_status_counters.TrainingJobStatusCounters"
    ]
    """<p>The <a href="https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_TrainingJobStatusCounters.html">TrainingJobStatusCounters</a> object that specifies the numbers of training jobs, categorized by status, that this tuning job launched.</p>"""
    objective_status_counters: NotRequired[
        "capo_sagemaker.types.objective_status_counters.ObjectiveStatusCounters"
    ]
    """<p>The <a href="https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_ObjectiveStatusCounters.html">ObjectiveStatusCounters</a> object that specifies the numbers of training jobs, categorized by objective metric status, that this tuning job launched.</p>"""
    resource_limits: NotRequired["capo_sagemaker.types.resource_limits.ResourceLimits"]
    """<p>The <a href="https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_ResourceLimits.html">ResourceLimits</a> object that specifies the maximum number of training jobs and parallel training jobs allowed for this tuning job.</p>"""