Class FeatureNoiseSigma.Builder (3.2.0) 

public static final class FeatureNoiseSigma.Builder extends GeneratedMessageV3.Builder<FeatureNoiseSigma.Builder> implements FeatureNoiseSigmaOrBuilder

Noise sigma by features. Noise sigma represents the standard deviation of the gaussian kernel that will be used to add noise to interpolated inputs prior to computing gradients.

Protobuf type google.cloud.aiplatform.v1beta1.FeatureNoiseSigma

Inheritance

Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessageV3.Builder > FeatureNoiseSigma.Builder

Static Methods

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()
Returns
Type Description
Descriptor

Methods

addAllNoiseSigma(Iterable<? extends FeatureNoiseSigma.NoiseSigmaForFeature> values)

public FeatureNoiseSigma.Builder addAllNoiseSigma(Iterable<? extends FeatureNoiseSigma.NoiseSigmaForFeature> values)

Noise sigma per feature. No noise is added to features that are not set.

repeated .google.cloud.aiplatform.v1beta1.FeatureNoiseSigma.NoiseSigmaForFeature noise_sigma = 1;

Parameter
Name Description
values Iterable<? extends com.google.cloud.aiplatform.v1beta1.FeatureNoiseSigma.NoiseSigmaForFeature>
Returns
Type Description
FeatureNoiseSigma.Builder

addNoiseSigma(FeatureNoiseSigma.NoiseSigmaForFeature value)

public FeatureNoiseSigma.Builder addNoiseSigma(FeatureNoiseSigma.NoiseSigmaForFeature value)

Noise sigma per feature. No noise is added to features that are not set.

repeated .google.cloud.aiplatform.v1beta1.FeatureNoiseSigma.NoiseSigmaForFeature noise_sigma = 1;

Parameter
Name Description
value FeatureNoiseSigma.NoiseSigmaForFeature
Returns
Type Description
FeatureNoiseSigma.Builder

addNoiseSigma(FeatureNoiseSigma.NoiseSigmaForFeature.Builder builderForValue)

public FeatureNoiseSigma.Builder addNoiseSigma(FeatureNoiseSigma.NoiseSigmaForFeature.Builder builderForValue)

Noise sigma per feature. No noise is added to features that are not set.

repeated .google.cloud.aiplatform.v1beta1.FeatureNoiseSigma.NoiseSigmaForFeature noise_sigma = 1;

Parameter
Name Description
builderForValue FeatureNoiseSigma.NoiseSigmaForFeature.Builder
Returns
Type Description
FeatureNoiseSigma.Builder

addNoiseSigma(int index, FeatureNoiseSigma.NoiseSigmaForFeature value)

public FeatureNoiseSigma.Builder addNoiseSigma(int index, FeatureNoiseSigma.NoiseSigmaForFeature value)

Noise sigma per feature. No noise is added to features that are not set.

repeated .google.cloud.aiplatform.v1beta1.FeatureNoiseSigma.NoiseSigmaForFeature noise_sigma = 1;

Parameters
Name Description
index int
value FeatureNoiseSigma.NoiseSigmaForFeature
Returns
Type Description
FeatureNoiseSigma.Builder

addNoiseSigma(int index, FeatureNoiseSigma.NoiseSigmaForFeature.Builder builderForValue)

public FeatureNoiseSigma.Builder addNoiseSigma(int index, FeatureNoiseSigma.NoiseSigmaForFeature.Builder builderForValue)

Noise sigma per feature. No noise is added to features that are not set.

repeated .google.cloud.aiplatform.v1beta1.FeatureNoiseSigma.NoiseSigmaForFeature noise_sigma = 1;

Parameters
Name Description
index int
builderForValue FeatureNoiseSigma.NoiseSigmaForFeature.Builder
Returns
Type Description
FeatureNoiseSigma.Builder

addNoiseSigmaBuilder()

public FeatureNoiseSigma.NoiseSigmaForFeature.Builder addNoiseSigmaBuilder()

Noise sigma per feature. No noise is added to features that are not set.

repeated .google.cloud.aiplatform.v1beta1.FeatureNoiseSigma.NoiseSigmaForFeature noise_sigma = 1;

Returns
Type Description
FeatureNoiseSigma.NoiseSigmaForFeature.Builder

addNoiseSigmaBuilder(int index)

public FeatureNoiseSigma.NoiseSigmaForFeature.Builder addNoiseSigmaBuilder(int index)

Noise sigma per feature. No noise is added to features that are not set.

repeated .google.cloud.aiplatform.v1beta1.FeatureNoiseSigma.NoiseSigmaForFeature noise_sigma = 1;

Parameter
Name Description
index int
Returns
Type Description
FeatureNoiseSigma.NoiseSigmaForFeature.Builder

addRepeatedField(Descriptors.FieldDescriptor field, Object value)

public FeatureNoiseSigma.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)
Parameters
Name Description
field FieldDescriptor
value Object
Returns
Type Description
FeatureNoiseSigma.Builder
Overrides

build()

public FeatureNoiseSigma build()
Returns
Type Description
FeatureNoiseSigma

buildPartial()

public FeatureNoiseSigma buildPartial()
Returns
Type Description
FeatureNoiseSigma

clear()

public FeatureNoiseSigma.Builder clear()
Returns
Type Description
FeatureNoiseSigma.Builder
Overrides

clearField(Descriptors.FieldDescriptor field)

public FeatureNoiseSigma.Builder clearField(Descriptors.FieldDescriptor field)
Parameter
Name Description
field FieldDescriptor
Returns
Type Description
FeatureNoiseSigma.Builder
Overrides

clearNoiseSigma()

public FeatureNoiseSigma.Builder clearNoiseSigma()

Noise sigma per feature. No noise is added to features that are not set.

repeated .google.cloud.aiplatform.v1beta1.FeatureNoiseSigma.NoiseSigmaForFeature noise_sigma = 1;

Returns
Type Description
FeatureNoiseSigma.Builder

clearOneof(Descriptors.OneofDescriptor oneof)

public FeatureNoiseSigma.Builder clearOneof(Descriptors.OneofDescriptor oneof)
Parameter
Name Description
oneof OneofDescriptor
Returns
Type Description
FeatureNoiseSigma.Builder
Overrides

clone()

public FeatureNoiseSigma.Builder clone()
Returns
Type Description
FeatureNoiseSigma.Builder
Overrides

getDefaultInstanceForType()

public FeatureNoiseSigma getDefaultInstanceForType()
Returns
Type Description
FeatureNoiseSigma

getDescriptorForType()

public Descriptors.Descriptor getDescriptorForType()
Returns
Type Description
Descriptor
Overrides

getNoiseSigma(int index)

public FeatureNoiseSigma.NoiseSigmaForFeature getNoiseSigma(int index)

Noise sigma per feature. No noise is added to features that are not set.

repeated .google.cloud.aiplatform.v1beta1.FeatureNoiseSigma.NoiseSigmaForFeature noise_sigma = 1;

Parameter
Name Description
index int
Returns
Type Description
FeatureNoiseSigma.NoiseSigmaForFeature

getNoiseSigmaBuilder(int index)

public FeatureNoiseSigma.NoiseSigmaForFeature.Builder getNoiseSigmaBuilder(int index)

Noise sigma per feature. No noise is added to features that are not set.

repeated .google.cloud.aiplatform.v1beta1.FeatureNoiseSigma.NoiseSigmaForFeature noise_sigma = 1;

Parameter
Name Description
index int
Returns
Type Description
FeatureNoiseSigma.NoiseSigmaForFeature.Builder

getNoiseSigmaBuilderList()

public List<FeatureNoiseSigma.NoiseSigmaForFeature.Builder> getNoiseSigmaBuilderList()

Noise sigma per feature. No noise is added to features that are not set.

repeated .google.cloud.aiplatform.v1beta1.FeatureNoiseSigma.NoiseSigmaForFeature noise_sigma = 1;

Returns
Type Description
List<Builder>

getNoiseSigmaCount()

public int getNoiseSigmaCount()

Noise sigma per feature. No noise is added to features that are not set.

repeated .google.cloud.aiplatform.v1beta1.FeatureNoiseSigma.NoiseSigmaForFeature noise_sigma = 1;

Returns
Type Description
int

getNoiseSigmaList()

public List<FeatureNoiseSigma.NoiseSigmaForFeature> getNoiseSigmaList()

Noise sigma per feature. No noise is added to features that are not set.

repeated .google.cloud.aiplatform.v1beta1.FeatureNoiseSigma.NoiseSigmaForFeature noise_sigma = 1;

Returns
Type Description
List<NoiseSigmaForFeature>

getNoiseSigmaOrBuilder(int index)

public FeatureNoiseSigma.NoiseSigmaForFeatureOrBuilder getNoiseSigmaOrBuilder(int index)

Noise sigma per feature. No noise is added to features that are not set.

repeated .google.cloud.aiplatform.v1beta1.FeatureNoiseSigma.NoiseSigmaForFeature noise_sigma = 1;

Parameter
Name Description
index int
Returns
Type Description
FeatureNoiseSigma.NoiseSigmaForFeatureOrBuilder

getNoiseSigmaOrBuilderList()

public List<? extends FeatureNoiseSigma.NoiseSigmaForFeatureOrBuilder> getNoiseSigmaOrBuilderList()

Noise sigma per feature. No noise is added to features that are not set.

repeated .google.cloud.aiplatform.v1beta1.FeatureNoiseSigma.NoiseSigmaForFeature noise_sigma = 1;

Returns
Type Description
List<? extends com.google.cloud.aiplatform.v1beta1.FeatureNoiseSigma.NoiseSigmaForFeatureOrBuilder>

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns
Type Description
FieldAccessorTable
Overrides

isInitialized()

public final boolean isInitialized()
Returns
Type Description
boolean
Overrides

mergeFrom(FeatureNoiseSigma other)

public FeatureNoiseSigma.Builder mergeFrom(FeatureNoiseSigma other)
Parameter
Name Description
other FeatureNoiseSigma
Returns
Type Description
FeatureNoiseSigma.Builder

mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public FeatureNoiseSigma.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
input CodedInputStream
extensionRegistry ExtensionRegistryLite
Returns
Type Description
FeatureNoiseSigma.Builder
Overrides Exceptions
Type Description
IOException

mergeFrom(Message other)

public FeatureNoiseSigma.Builder mergeFrom(Message other)
Parameter
Name Description
other Message
Returns
Type Description
FeatureNoiseSigma.Builder
Overrides

mergeUnknownFields(UnknownFieldSet unknownFields)

public final FeatureNoiseSigma.Builder mergeUnknownFields(UnknownFieldSet unknownFields)
Parameter
Name Description
unknownFields UnknownFieldSet
Returns
Type Description
FeatureNoiseSigma.Builder
Overrides

removeNoiseSigma(int index)

public FeatureNoiseSigma.Builder removeNoiseSigma(int index)

Noise sigma per feature. No noise is added to features that are not set.

repeated .google.cloud.aiplatform.v1beta1.FeatureNoiseSigma.NoiseSigmaForFeature noise_sigma = 1;

Parameter
Name Description
index int
Returns
Type Description
FeatureNoiseSigma.Builder

setField(Descriptors.FieldDescriptor field, Object value)

public FeatureNoiseSigma.Builder setField(Descriptors.FieldDescriptor field, Object value)
Parameters
Name Description
field FieldDescriptor
value Object
Returns
Type Description
FeatureNoiseSigma.Builder
Overrides

setNoiseSigma(int index, FeatureNoiseSigma.NoiseSigmaForFeature value)

public FeatureNoiseSigma.Builder setNoiseSigma(int index, FeatureNoiseSigma.NoiseSigmaForFeature value)

Noise sigma per feature. No noise is added to features that are not set.

repeated .google.cloud.aiplatform.v1beta1.FeatureNoiseSigma.NoiseSigmaForFeature noise_sigma = 1;

Parameters
Name Description
index int
value FeatureNoiseSigma.NoiseSigmaForFeature
Returns
Type Description
FeatureNoiseSigma.Builder

setNoiseSigma(int index, FeatureNoiseSigma.NoiseSigmaForFeature.Builder builderForValue)

public FeatureNoiseSigma.Builder setNoiseSigma(int index, FeatureNoiseSigma.NoiseSigmaForFeature.Builder builderForValue)

Noise sigma per feature. No noise is added to features that are not set.

repeated .google.cloud.aiplatform.v1beta1.FeatureNoiseSigma.NoiseSigmaForFeature noise_sigma = 1;

Parameters
Name Description
index int
builderForValue FeatureNoiseSigma.NoiseSigmaForFeature.Builder
Returns
Type Description
FeatureNoiseSigma.Builder

setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)

public FeatureNoiseSigma.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
Parameters
Name Description
field FieldDescriptor
index int
value Object
Returns
Type Description
FeatureNoiseSigma.Builder
Overrides

setUnknownFields(UnknownFieldSet unknownFields)

public final FeatureNoiseSigma.Builder setUnknownFields(UnknownFieldSet unknownFields)
Parameter
Name Description
unknownFields UnknownFieldSet
Returns
Type Description
FeatureNoiseSigma.Builder
Overrides