Class Measurement (1.0.1)

Version 1.0.1

• 1.47.0 (latest)
• 1.46.0
• 1.45.0
• 1.44.0
• 1.43.0
• 1.39.0
• 1.38.1
• 1.37.0
• 1.36.4
• 1.35.0
• 1.34.0
• 1.33.1
• 1.32.0
• 1.31.1
• 1.30.1
• 1.29.0
• 1.28.1
• 1.27.1
• 1.26.1
• 1.25.0
• 1.24.1
• 1.23.0
• 1.22.1
• 1.21.0
• 1.20.0
• 1.19.1
• 1.18.3
• 1.17.1
• 1.16.1
• 1.15.1
• 1.14.0
• 1.13.1
• 1.12.1
• 1.11.0
• 1.10.0
• 1.9.0
• 1.8.1
• 1.7.1
• 1.6.2
• 1.5.0
• 1.4.3
• 1.3.0
• 1.2.0
• 1.1.1
• 1.0.1
• 0.9.0
• 0.8.0
• 0.7.1
• 0.6.0
• 0.5.1
• 0.4.0
• 0.3.1

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

Name	Description
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. .. attribute:: metric_id

Output only. The ID of the Metric. The Metric should be defined in [StudySpec's Metrics][google.cloud.aiplatform.v1beta1.StudySpec.metrics].

:type: str