Cloud AI Platform v1 API - Class Measurement (2.12.0) 

public sealed class Measurement : IMessage<Measurement>, IEquatable<Measurement>, IDeepCloneable<Measurement>, IBufferMessage, IMessage

Reference documentation and code samples for the Cloud AI Platform v1 API class Measurement.

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

Inheritance

object > Measurement

Namespace

GoogleCloudGoogle.Cloud.AIPlatformV1

Assembly

Google.Cloud.AIPlatform.V1.dll

Constructors

Measurement()

public Measurement()

Measurement(Measurement)

public Measurement(Measurement other)
Parameter
NameDescription
otherMeasurement

Properties

ElapsedDuration

public Duration ElapsedDuration { get; set; }

Output only. Time that the Trial has been running at the point of this Measurement.

Property Value
TypeDescription
Duration

Metrics

public RepeatedField<Measurement.Types.Metric> Metrics { get; }

Output only. A list of metrics got by evaluating the objective functions using suggested Parameter values.

Property Value
TypeDescription
RepeatedFieldMeasurementTypesMetric

StepCount

public long StepCount { get; set; }

Output only. The number of steps the machine learning model has been trained for. Must be non-negative.

Property Value
TypeDescription
long