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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
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
MutableSequence[ google.cloud.aiplatform_v1beta1.types.Measurement.Metric
]
Output only. A list of metrics got by evaluating the objective functions using suggested Parameter values.
Classes
Metric
Metric
(
mapping
=
None
,
*
,
ignore_unknown_fields
=
False
,
**
kwargs
)
A message representing a metric in the measurement.
