com.google.cloud.aiplatform.v1

Class FeatureNoiseSigma.NoiseSigmaForFeature.Builder

java.lang.Object

com.google.protobuf.AbstractMessageLite.Builder

com.google.protobuf.AbstractMessage.Builder<BuilderT>

com.google.protobuf.GeneratedMessage.Builder<FeatureNoiseSigma.NoiseSigmaForFeature.Builder>

com.google.cloud.aiplatform.v1.FeatureNoiseSigma.NoiseSigmaForFeature.Builder

All Implemented Interfaces:

FeatureNoiseSigma.NoiseSigmaForFeatureOrBuilder, com.google.protobuf.Message.Builder, com.google.protobuf.MessageLite.Builder, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Cloneable

Enclosing class:

FeatureNoiseSigma.NoiseSigmaForFeature

public static final class FeatureNoiseSigma.NoiseSigmaForFeature.Builder
extends com.google.protobuf.GeneratedMessage.Builder<FeatureNoiseSigma.NoiseSigmaForFeature.Builder>
implements FeatureNoiseSigma.NoiseSigmaForFeatureOrBuilder

 Noise sigma for a single feature.
 

Protobuf type google.cloud.aiplatform.v1.FeatureNoiseSigma.NoiseSigmaForFeature

Method Summary

Modifier and Type	Method and Description
FeatureNoiseSigma.NoiseSigmaForFeature	build()
FeatureNoiseSigma.NoiseSigmaForFeature	buildPartial()
FeatureNoiseSigma.NoiseSigmaForFeature.Builder	clear()
FeatureNoiseSigma.NoiseSigmaForFeature.Builder	clearName() The name of the input feature for which noise sigma is provided.
FeatureNoiseSigma.NoiseSigmaForFeature.Builder	clearSigma() This represents the standard deviation of the Gaussian kernel that will be used to add noise to the feature prior to computing gradients.
FeatureNoiseSigma.NoiseSigmaForFeature	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
com.google.protobuf.Descriptors.Descriptor	getDescriptorForType()
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.
protected com.google.protobuf.GeneratedMessage.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
FeatureNoiseSigma.NoiseSigmaForFeature.Builder	mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
FeatureNoiseSigma.NoiseSigmaForFeature.Builder	mergeFrom(FeatureNoiseSigma.NoiseSigmaForFeature other)
FeatureNoiseSigma.NoiseSigmaForFeature.Builder	mergeFrom(com.google.protobuf.Message other)
FeatureNoiseSigma.NoiseSigmaForFeature.Builder	setName(String value) The name of the input feature for which noise sigma is provided.
FeatureNoiseSigma.NoiseSigmaForFeature.Builder	setNameBytes(com.google.protobuf.ByteString value) The name of the input feature for which noise sigma is provided.
FeatureNoiseSigma.NoiseSigmaForFeature.Builder	setSigma(float value) 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 class com.google.protobuf.GeneratedMessage.Builder

addRepeatedField, clearField, clearOneof, clone, getAllFields, getField, getFieldBuilder, getOneofFieldDescriptor, getParentForChildren, getRepeatedField, getRepeatedFieldBuilder, getRepeatedFieldCount, getUnknownFields, getUnknownFieldSetBuilder, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, internalGetMutableMapField, internalGetMutableMapFieldReflection, isClean, markClean, mergeUnknownFields, mergeUnknownLengthDelimitedField, mergeUnknownVarintField, newBuilderForField, onBuilt, onChanged, parseUnknownField, setField, setRepeatedField, setUnknownFields, setUnknownFieldSetBuilder, setUnknownFieldsProto3

Methods inherited from class com.google.protobuf.AbstractMessage.Builder

findInitializationErrors, getInitializationErrorString, internalMergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, newUninitializedMessageException, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite.Builder

addAll, addAll, mergeDelimitedFrom, mergeDelimitedFrom, mergeFrom, newUninitializedMessageException

Methods inherited from class java.lang.Object

equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Methods inherited from interface com.google.protobuf.MessageOrBuilder

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

Methods inherited from interface com.google.protobuf.Message.Builder

mergeDelimitedFrom, mergeDelimitedFrom

Methods inherited from interface com.google.protobuf.MessageLite.Builder

mergeFrom

Method Detail

getDescriptor

public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

internalGetFieldAccessorTable

protected com.google.protobuf.GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessage.Builder<FeatureNoiseSigma.NoiseSigmaForFeature.Builder>

clear

public FeatureNoiseSigma.NoiseSigmaForFeature.Builder clear()

Specified by:

clear in interface com.google.protobuf.Message.Builder

Specified by:

clear in interface com.google.protobuf.MessageLite.Builder

Overrides:

clear in class com.google.protobuf.GeneratedMessage.Builder<FeatureNoiseSigma.NoiseSigmaForFeature.Builder>

getDescriptorForType

public com.google.protobuf.Descriptors.Descriptor getDescriptorForType()

Specified by:

getDescriptorForType in interface com.google.protobuf.Message.Builder

Specified by:

getDescriptorForType in interface com.google.protobuf.MessageOrBuilder

Overrides:

getDescriptorForType in class com.google.protobuf.GeneratedMessage.Builder<FeatureNoiseSigma.NoiseSigmaForFeature.Builder>

getDefaultInstanceForType

public FeatureNoiseSigma.NoiseSigmaForFeature getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder

build

public FeatureNoiseSigma.NoiseSigmaForFeature build()

Specified by:

build in interface com.google.protobuf.Message.Builder

Specified by:

build in interface com.google.protobuf.MessageLite.Builder

buildPartial

public FeatureNoiseSigma.NoiseSigmaForFeature buildPartial()

Specified by:

buildPartial in interface com.google.protobuf.Message.Builder

Specified by:

buildPartial in interface com.google.protobuf.MessageLite.Builder

mergeFrom

public FeatureNoiseSigma.NoiseSigmaForFeature.Builder mergeFrom(com.google.protobuf.Message other)

Specified by:

mergeFrom in interface com.google.protobuf.Message.Builder

Overrides:

mergeFrom in class com.google.protobuf.AbstractMessage.Builder<FeatureNoiseSigma.NoiseSigmaForFeature.Builder>

mergeFrom

public FeatureNoiseSigma.NoiseSigmaForFeature.Builder mergeFrom(FeatureNoiseSigma.NoiseSigmaForFeature other)

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessage.Builder<FeatureNoiseSigma.NoiseSigmaForFeature.Builder>

mergeFrom

public FeatureNoiseSigma.NoiseSigmaForFeature.Builder mergeFrom(com.google.protobuf.CodedInputStream input,
                                                                com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                         throws IOException

Specified by:

mergeFrom in interface com.google.protobuf.Message.Builder

Specified by:

mergeFrom in interface com.google.protobuf.MessageLite.Builder

Overrides:

mergeFrom in class com.google.protobuf.AbstractMessage.Builder<FeatureNoiseSigma.NoiseSigmaForFeature.Builder>

Throws:

IOException

getName

public 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;

Specified by:

getName in interface FeatureNoiseSigma.NoiseSigmaForFeatureOrBuilder

Returns:

The name.

getNameBytes

public 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;

Specified by:

getNameBytes in interface FeatureNoiseSigma.NoiseSigmaForFeatureOrBuilder

Returns:

The bytes for name.

setName

public FeatureNoiseSigma.NoiseSigmaForFeature.Builder setName(String value)

 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;

Parameters:

value - The name to set.

Returns:

This builder for chaining.

clearName

public FeatureNoiseSigma.NoiseSigmaForFeature.Builder clearName()

 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:

This builder for chaining.

setNameBytes

public FeatureNoiseSigma.NoiseSigmaForFeature.Builder setNameBytes(com.google.protobuf.ByteString value)

 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;

Parameters:

value - The bytes for name to set.

Returns:

This builder for chaining.

getSigma

public 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;

Specified by:

getSigma in interface FeatureNoiseSigma.NoiseSigmaForFeatureOrBuilder

Returns:

The sigma.

setSigma

public FeatureNoiseSigma.NoiseSigmaForFeature.Builder setSigma(float value)

 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;

Parameters:

value - The sigma to set.

Returns:

This builder for chaining.

clearSigma

public FeatureNoiseSigma.NoiseSigmaForFeature.Builder clearSigma()

 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:

This builder for chaining.