Class Measurement (1.18.0)

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

A message representing a Measurement of a Trial. A Measurement contains the Metrics got by executing a Trial using suggested hyperparameter values.

Attributes

NameDescription
elapsed_duration google.protobuf.duration_pb2.Duration
Output only. Time that the Trial has been running at the point of this Measurement.
step_count int
Output only. The number of steps the machine learning model has been trained for. Must be non-negative.
metrics Sequence[google.cloud.aiplatform_v1beta1.types.Measurement.Metric]
Output only. A list of metrics got by evaluating the objective functions using suggested Parameter values.

Inheritance

builtins.object > proto.message.Message > Measurement

Classes

Metric

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

A message representing a metric in the measurement.