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public sealed class FeatureNoiseSigma.Types.NoiseSigmaForFeature : IMessage<FeatureNoiseSigma.Types.NoiseSigmaForFeature>, IEquatable<FeatureNoiseSigma.Types.NoiseSigmaForFeature>, IDeepCloneable<FeatureNoiseSigma.Types.NoiseSigmaForFeature>, IBufferMessage, IMessage
Reference documentation and code samples for the Cloud AI Platform v1 API class FeatureNoiseSigma.Types.NoiseSigmaForFeature.
Noise sigma for a single feature.
Implements
IMessageFeatureNoiseSigmaTypesNoiseSigmaForFeature, IEquatableFeatureNoiseSigmaTypesNoiseSigmaForFeature, IDeepCloneableFeatureNoiseSigmaTypesNoiseSigmaForFeature, IBufferMessage, IMessageNamespace
Google.Cloud.AIPlatform.V1Assembly
Google.Cloud.AIPlatform.V1.dll
Constructors
NoiseSigmaForFeature()
public NoiseSigmaForFeature()
NoiseSigmaForFeature(NoiseSigmaForFeature)
public NoiseSigmaForFeature(FeatureNoiseSigma.Types.NoiseSigmaForFeature other)
Parameter | |
---|---|
Name | Description |
other | FeatureNoiseSigmaTypesNoiseSigmaForFeature |
Properties
Name
public string Name { get; set; }
The name of the input feature for which noise sigma is provided. The features are defined in [explanation metadata inputs][google.cloud.aiplatform.v1.ExplanationMetadata.inputs].
Property Value | |
---|---|
Type | Description |
string |
Sigma
public float Sigma { get; set; }
This represents the standard deviation of the Gaussian kernel that will be used to add noise to the feature prior to computing gradients. Similar to [noise_sigma][google.cloud.aiplatform.v1.SmoothGradConfig.noise_sigma] but represents the noise added to the current feature. Defaults to 0.1.
Property Value | |
---|---|
Type | Description |
float |