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public sealed class Measurement : IMessage<Measurement>, IEquatable<Measurement>, IDeepCloneable<Measurement>, IBufferMessage, IMessage
A message representing a Measurement of a Trial. A Measurement contains the Metrics got by executing a Trial using suggested hyperparameter values.
Implements
IMessage<Measurement>, IEquatable<Measurement>, IDeepCloneable<Measurement>, IBufferMessage, IMessageNamespace
Google.Cloud.AIPlatform.V1Assembly
Google.Cloud.AIPlatform.V1.dll
Constructors
Measurement()
public Measurement()
Measurement(Measurement)
public Measurement(Measurement other)
Parameter | |
---|---|
Name | Description |
other | Measurement |
Properties
ElapsedDuration
public Duration ElapsedDuration { get; set; }
Output only. Time that the Trial has been running at the point of this Measurement.
Property Value | |
---|---|
Type | Description |
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 | |
---|---|
Type | Description |
RepeatedField<Measurement.Types.Metric> |
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 | |
---|---|
Type | Description |
Int64 |