com.google.cloud.aiplatform.v1

Interface FeatureNoiseSigma.NoiseSigmaForFeatureOrBuilder

All Superinterfaces:

com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder

All Known Implementing Classes:

FeatureNoiseSigma.NoiseSigmaForFeature, FeatureNoiseSigma.NoiseSigmaForFeature.Builder

Enclosing class:

FeatureNoiseSigma

public static interface FeatureNoiseSigma.NoiseSigmaForFeatureOrBuilder
extends com.google.protobuf.MessageOrBuilder

Method Summary

Modifier and Type	Method and Description
String	getName() The name of the input feature for which noise sigma is provided.
com.google.protobuf.ByteString	getNameBytes() The name of the input feature for which noise sigma is provided.
float	getSigma() This represents the standard deviation of the Gaussian kernel that will be used to add noise to the feature prior to computing gradients.

Methods inherited from interface com.google.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getDefaultInstanceForType, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

Methods inherited from interface com.google.protobuf.MessageLiteOrBuilder

isInitialized

Method Detail

getName

String getName()

 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].
 

string name = 1;

Returns:

The name.

getNameBytes

com.google.protobuf.ByteString getNameBytes()

 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].
 

string name = 1;

Returns:

The bytes for name.

getSigma

float getSigma()

 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.
 

float sigma = 2;

Returns:

The sigma.