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Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class Measurement.
A message representing a Measurement of a Trial. A Measurement contains the Metrics got by executing a Trial using suggested hyperparameter values.
Generated from protobuf message google.cloud.aiplatform.v1.Measurement
Methods
__construct
Constructor.
data
array
Optional. Data for populating the Message object.
↳ elapsed_duration
Google\Protobuf\Duration
Output only. Time that the Trial has been running at the point of this Measurement.
↳ step_count
int|string
Output only. The number of steps the machine learning model has been trained for. Must be non-negative.
↳ metrics
array< Google\Cloud\AIPlatform\V1\Measurement\Metric
>
Output only. A list of metrics got by evaluating the objective functions using suggested Parameter values.
getElapsedDuration
Output only. Time that the Trial has been running at the point of this Measurement.
Generated from protobuf field .google.protobuf.Duration elapsed_duration = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];
Google\Protobuf\Duration|null
hasElapsedDuration
clearElapsedDuration
setElapsedDuration
Output only. Time that the Trial has been running at the point of this Measurement.
Generated from protobuf field .google.protobuf.Duration elapsed_duration = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];
var
Google\Protobuf\Duration
$this
getStepCount
Output only. The number of steps the machine learning model has been trained for.
Must be non-negative.
Generated from protobuf field int64 step_count = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];
int|string
setStepCount
Output only. The number of steps the machine learning model has been trained for.
Must be non-negative.
Generated from protobuf field int64 step_count = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];
var
int|string
$this
getMetrics
Output only. A list of metrics got by evaluating the objective functions using suggested Parameter values.
Generated from protobuf field repeated .google.cloud.aiplatform.v1.Measurement.Metric metrics = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];
Google\Protobuf\Internal\RepeatedField
setMetrics
Output only. A list of metrics got by evaluating the objective functions using suggested Parameter values.
Generated from protobuf field repeated .google.cloud.aiplatform.v1.Measurement.Metric metrics = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];
$this
