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katib/sdk/python/v1beta1/docs/V1beta1ObjectiveSpec.md
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V1beta1ObjectiveSpec

ObjectiveSpec represents Experiment's objective specification.

Properties

Name Type Description Notes
additional_metric_names list[str] AdditionalMetricNames represents metrics that should be collected from Trials. This can be empty if we only care about the objective metric. Note: If we adopt a push instead of pull mechanism, this can be omitted completely. [optional]
goal float Goal is the Experiment's objective goal that should be reached. In case of empty goal, Experiment is running until MaxTrialCount = TrialsSucceeded. [optional]
metric_strategies list[V1beta1MetricStrategy] MetricStrategies defines various rules (min, max or latest) to extract metrics values. This field is allowed to missing, experiment defaulter (webhook) will fill it. [optional]
objective_metric_name str ObjectiveMetricName represents primary Experiment's metric to optimize. [optional]
type str Type for Experiment optimization. [optional]

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