Cloud AI Platform v1 API - Class StudySpec.Types.ParameterSpec (2.15.0)

Version 2.15.0

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public sealed class StudySpec.Types.ParameterSpec : IMessage<StudySpec.Types.ParameterSpec>, IEquatable<StudySpec.Types.ParameterSpec>, IDeepCloneable<StudySpec.Types.ParameterSpec>, IBufferMessage, IMessage

Reference documentation and code samples for the Cloud AI Platform v1 API class StudySpec.Types.ParameterSpec.

Represents a single parameter to optimize.

Inheritance

object > StudySpec.Types.ParameterSpec

Implements

IMessageStudySpecTypesParameterSpec, IEquatableStudySpecTypesParameterSpec, IDeepCloneableStudySpecTypesParameterSpec, IBufferMessage, IMessage

Inherited Members

object.GetHashCode()

object.GetType()

object.ToString()

Namespace

Google.Cloud.AIPlatform.V1

Assembly

Google.Cloud.AIPlatform.V1.dll

Constructors

ParameterSpec()

public ParameterSpec()

ParameterSpec(ParameterSpec)

public ParameterSpec(StudySpec.Types.ParameterSpec other)

Parameter
Name	Description
other	StudySpecTypesParameterSpec

Properties

CategoricalValueSpec

public StudySpec.Types.ParameterSpec.Types.CategoricalValueSpec CategoricalValueSpec { get; set; }

The value spec for a 'CATEGORICAL' parameter.

Property Value
Type	Description
StudySpecTypesParameterSpecTypesCategoricalValueSpec

ConditionalParameterSpecs

public RepeatedField<StudySpec.Types.ParameterSpec.Types.ConditionalParameterSpec> ConditionalParameterSpecs { get; }

A conditional parameter node is active if the parameter's value matches the conditional node's parent_value_condition.

If two items in conditional_parameter_specs have the same name, they must have disjoint parent_value_condition.

Property Value
Type	Description
RepeatedFieldStudySpecTypesParameterSpecTypesConditionalParameterSpec

DiscreteValueSpec

public StudySpec.Types.ParameterSpec.Types.DiscreteValueSpec DiscreteValueSpec { get; set; }

The value spec for a 'DISCRETE' parameter.

Property Value
Type	Description
StudySpecTypesParameterSpecTypesDiscreteValueSpec

DoubleValueSpec

public StudySpec.Types.ParameterSpec.Types.DoubleValueSpec DoubleValueSpec { get; set; }

The value spec for a 'DOUBLE' parameter.

Property Value
Type	Description
StudySpecTypesParameterSpecTypesDoubleValueSpec

IntegerValueSpec

public StudySpec.Types.ParameterSpec.Types.IntegerValueSpec IntegerValueSpec { get; set; }

The value spec for an 'INTEGER' parameter.

Property Value
Type	Description
StudySpecTypesParameterSpecTypesIntegerValueSpec

ParameterId

public string ParameterId { get; set; }

Required. The ID of the parameter. Must not contain whitespaces and must be unique amongst all ParameterSpecs.

Property Value
Type	Description
string

ParameterValueSpecCase

public StudySpec.Types.ParameterSpec.ParameterValueSpecOneofCase ParameterValueSpecCase { get; }

Property Value
Type	Description
StudySpecTypesParameterSpecParameterValueSpecOneofCase

ScaleType

public StudySpec.Types.ParameterSpec.Types.ScaleType ScaleType { get; set; }

How the parameter should be scaled. Leave unset for CATEGORICAL parameters.

Property Value
Type	Description
StudySpecTypesParameterSpecTypesScaleType