Class FeatureNoiseSigma (3.45.0)

public final class FeatureNoiseSigma extends GeneratedMessageV3 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

Static Fields

NOISE_SIGMA_FIELD_NUMBER

public static final int NOISE_SIGMA_FIELD_NUMBER
Field Value
Type Description
int

Static Methods

getDefaultInstance()

public static FeatureNoiseSigma getDefaultInstance()
Returns
Type Description
FeatureNoiseSigma

getDescriptor()

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

newBuilder()

public static FeatureNoiseSigma.Builder newBuilder()
Returns
Type Description
FeatureNoiseSigma.Builder

newBuilder(FeatureNoiseSigma prototype)

public static FeatureNoiseSigma.Builder newBuilder(FeatureNoiseSigma prototype)
Parameter
Name Description
prototype FeatureNoiseSigma
Returns
Type Description
FeatureNoiseSigma.Builder

parseDelimitedFrom(InputStream input)

public static FeatureNoiseSigma parseDelimitedFrom(InputStream input)
Parameter
Name Description
input InputStream
Returns
Type Description
FeatureNoiseSigma
Exceptions
Type Description
IOException

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static FeatureNoiseSigma parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
input InputStream
extensionRegistry ExtensionRegistryLite
Returns
Type Description
FeatureNoiseSigma
Exceptions
Type Description
IOException

parseFrom(byte[] data)

public static FeatureNoiseSigma parseFrom(byte[] data)
Parameter
Name Description
data byte[]
Returns
Type Description
FeatureNoiseSigma
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

public static FeatureNoiseSigma parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
data byte[]
extensionRegistry ExtensionRegistryLite
Returns
Type Description
FeatureNoiseSigma
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(ByteString data)

public static FeatureNoiseSigma parseFrom(ByteString data)
Parameter
Name Description
data ByteString
Returns
Type Description
FeatureNoiseSigma
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static FeatureNoiseSigma parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
data ByteString
extensionRegistry ExtensionRegistryLite
Returns
Type Description
FeatureNoiseSigma
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(CodedInputStream input)

public static FeatureNoiseSigma parseFrom(CodedInputStream input)
Parameter
Name Description
input CodedInputStream
Returns
Type Description
FeatureNoiseSigma
Exceptions
Type Description
IOException

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static FeatureNoiseSigma parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
input CodedInputStream
extensionRegistry ExtensionRegistryLite
Returns
Type Description
FeatureNoiseSigma
Exceptions
Type Description
IOException

parseFrom(InputStream input)

public static FeatureNoiseSigma parseFrom(InputStream input)
Parameter
Name Description
input InputStream
Returns
Type Description
FeatureNoiseSigma
Exceptions
Type Description
IOException

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static FeatureNoiseSigma parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
input InputStream
extensionRegistry ExtensionRegistryLite
Returns
Type Description
FeatureNoiseSigma
Exceptions
Type Description
IOException

parseFrom(ByteBuffer data)

public static FeatureNoiseSigma parseFrom(ByteBuffer data)
Parameter
Name Description
data ByteBuffer
Returns
Type Description
FeatureNoiseSigma
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static FeatureNoiseSigma parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
data ByteBuffer
extensionRegistry ExtensionRegistryLite
Returns
Type Description
FeatureNoiseSigma
Exceptions
Type Description
InvalidProtocolBufferException

parser()

public static Parser<FeatureNoiseSigma> parser()
Returns
Type Description
Parser<FeatureNoiseSigma>

Methods

equals(Object obj)

public boolean equals(Object obj)
Parameter
Name Description
obj Object
Returns
Type Description
boolean
Overrides

getDefaultInstanceForType()

public FeatureNoiseSigma getDefaultInstanceForType()
Returns
Type Description
FeatureNoiseSigma

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

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>

getParserForType()

public Parser<FeatureNoiseSigma> getParserForType()
Returns
Type Description
Parser<FeatureNoiseSigma>
Overrides

getSerializedSize()

public int getSerializedSize()
Returns
Type Description
int
Overrides

hashCode()

public int hashCode()
Returns
Type Description
int
Overrides

internalGetFieldAccessorTable()

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

isInitialized()

public final boolean isInitialized()
Returns
Type Description
boolean
Overrides

newBuilderForType()

public FeatureNoiseSigma.Builder newBuilderForType()
Returns
Type Description
FeatureNoiseSigma.Builder

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

protected FeatureNoiseSigma.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Parameter
Name Description
parent BuilderParent
Returns
Type Description
FeatureNoiseSigma.Builder
Overrides

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter
Name Description
unused UnusedPrivateParameter
Returns
Type Description
Object
Overrides

toBuilder()

public FeatureNoiseSigma.Builder toBuilder()
Returns
Type Description
FeatureNoiseSigma.Builder

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)
Parameter
Name Description
output CodedOutputStream
Overrides
Exceptions
Type Description
IOException