Class MetricSpec (1.50.0)

Version 1.50.0

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MetricSpec(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Represents a metric to optimize.

Attributes
Name	Description
metric_id	str Required. The ID of the metric. Must not contain whitespaces.
goal	google.cloud.aiplatform_v1.types.NasJobSpec.MultiTrialAlgorithmSpec.MetricSpec.GoalType Required. The optimization goal of the metric.

Classes

GoalType

GoalType(value)

The available types of optimization goals.

Enum values:

GOAL_TYPE_UNSPECIFIED (0):
    Goal Type will default to maximize.
MAXIMIZE (1):
    Maximize the goal metric.
MINIMIZE (2):
    Minimize the goal metric.

Methods

MetricSpec

MetricSpec(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Represents a metric to optimize.