Class FeatureNoiseSigma (3.6.0)

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
TypeDescription
int

Static Methods

getDefaultInstance()

public static FeatureNoiseSigma getDefaultInstance()
Returns
TypeDescription
FeatureNoiseSigma

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()
Returns
TypeDescription
Descriptor

newBuilder()

public static FeatureNoiseSigma.Builder newBuilder()
Returns
TypeDescription
FeatureNoiseSigma.Builder

newBuilder(FeatureNoiseSigma prototype)

public static FeatureNoiseSigma.Builder newBuilder(FeatureNoiseSigma prototype)
Parameter
NameDescription
prototypeFeatureNoiseSigma
Returns
TypeDescription
FeatureNoiseSigma.Builder

parseDelimitedFrom(InputStream input)

public static FeatureNoiseSigma parseDelimitedFrom(InputStream input)
Parameter
NameDescription
inputInputStream
Returns
TypeDescription
FeatureNoiseSigma
Exceptions
TypeDescription
IOException

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static FeatureNoiseSigma parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
inputInputStream
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
FeatureNoiseSigma
Exceptions
TypeDescription
IOException

parseFrom(byte[] data)

public static FeatureNoiseSigma parseFrom(byte[] data)
Parameter
NameDescription
databyte[]
Returns
TypeDescription
FeatureNoiseSigma
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

public static FeatureNoiseSigma parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
databyte[]
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
FeatureNoiseSigma
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(ByteString data)

public static FeatureNoiseSigma parseFrom(ByteString data)
Parameter
NameDescription
dataByteString
Returns
TypeDescription
FeatureNoiseSigma
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static FeatureNoiseSigma parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
dataByteString
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
FeatureNoiseSigma
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(CodedInputStream input)

public static FeatureNoiseSigma parseFrom(CodedInputStream input)
Parameter
NameDescription
inputCodedInputStream
Returns
TypeDescription
FeatureNoiseSigma
Exceptions
TypeDescription
IOException

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static FeatureNoiseSigma parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
inputCodedInputStream
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
FeatureNoiseSigma
Exceptions
TypeDescription
IOException

parseFrom(InputStream input)

public static FeatureNoiseSigma parseFrom(InputStream input)
Parameter
NameDescription
inputInputStream
Returns
TypeDescription
FeatureNoiseSigma
Exceptions
TypeDescription
IOException

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static FeatureNoiseSigma parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
inputInputStream
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
FeatureNoiseSigma
Exceptions
TypeDescription
IOException

parseFrom(ByteBuffer data)

public static FeatureNoiseSigma parseFrom(ByteBuffer data)
Parameter
NameDescription
dataByteBuffer
Returns
TypeDescription
FeatureNoiseSigma
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static FeatureNoiseSigma parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
dataByteBuffer
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
FeatureNoiseSigma
Exceptions
TypeDescription
InvalidProtocolBufferException

parser()

public static Parser<FeatureNoiseSigma> parser()
Returns
TypeDescription
Parser<FeatureNoiseSigma>

Methods

equals(Object obj)

public boolean equals(Object obj)
Parameter
NameDescription
objObject
Returns
TypeDescription
boolean
Overrides

getDefaultInstanceForType()

public FeatureNoiseSigma getDefaultInstanceForType()
Returns
TypeDescription
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
NameDescription
indexint
Returns
TypeDescription
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
TypeDescription
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
TypeDescription
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
NameDescription
indexint
Returns
TypeDescription
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
TypeDescription
List<? extends com.google.cloud.aiplatform.v1beta1.FeatureNoiseSigma.NoiseSigmaForFeatureOrBuilder>

getParserForType()

public Parser<FeatureNoiseSigma> getParserForType()
Returns
TypeDescription
Parser<FeatureNoiseSigma>
Overrides

getSerializedSize()

public int getSerializedSize()
Returns
TypeDescription
int
Overrides

getUnknownFields()

public final UnknownFieldSet getUnknownFields()
Returns
TypeDescription
UnknownFieldSet
Overrides

hashCode()

public int hashCode()
Returns
TypeDescription
int
Overrides

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns
TypeDescription
FieldAccessorTable
Overrides

isInitialized()

public final boolean isInitialized()
Returns
TypeDescription
boolean
Overrides

newBuilderForType()

public FeatureNoiseSigma.Builder newBuilderForType()
Returns
TypeDescription
FeatureNoiseSigma.Builder

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

protected FeatureNoiseSigma.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Parameter
NameDescription
parentBuilderParent
Returns
TypeDescription
FeatureNoiseSigma.Builder
Overrides

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter
NameDescription
unusedUnusedPrivateParameter
Returns
TypeDescription
Object
Overrides

toBuilder()

public FeatureNoiseSigma.Builder toBuilder()
Returns
TypeDescription
FeatureNoiseSigma.Builder

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)
Parameter
NameDescription
outputCodedOutputStream
Overrides Exceptions
TypeDescription
IOException