Class FeatureNoiseSigma.NoiseSigmaForFeature (1.13.0) 

public static final class FeatureNoiseSigma.NoiseSigmaForFeature extends GeneratedMessageV3 implements FeatureNoiseSigma.NoiseSigmaForFeatureOrBuilder

Noise sigma for a single feature.

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

Inheritance

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

Static Fields

NAME_FIELD_NUMBER

public static final int NAME_FIELD_NUMBER
Field Value
Type Description
int

SIGMA_FIELD_NUMBER

public static final int SIGMA_FIELD_NUMBER
Field Value
Type Description
int

Static Methods

getDefaultInstance()

public static FeatureNoiseSigma.NoiseSigmaForFeature getDefaultInstance()
Returns
Type Description
FeatureNoiseSigma.NoiseSigmaForFeature

getDescriptor()

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

newBuilder()

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

newBuilder(FeatureNoiseSigma.NoiseSigmaForFeature prototype)

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

parseDelimitedFrom(InputStream input)

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

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

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

parseFrom(byte[] data)

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

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

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

parseFrom(ByteString data)

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

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

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

parseFrom(CodedInputStream input)

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

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

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

parseFrom(InputStream input)

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

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

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

parseFrom(ByteBuffer data)

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

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

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

parser()

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

Methods

equals(Object obj)

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

getDefaultInstanceForType()

public FeatureNoiseSigma.NoiseSigmaForFeature getDefaultInstanceForType()
Returns
Type Description
FeatureNoiseSigma.NoiseSigmaForFeature

getName()

public String getName()

The name of the input feature for which noise sigma is provided. The features are defined in explanation metadata inputs.

string name = 1;

Returns
Type Description
String

The name.

getNameBytes()

public ByteString getNameBytes()

The name of the input feature for which noise sigma is provided. The features are defined in explanation metadata inputs.

string name = 1;

Returns
Type Description
ByteString

The bytes for name.

getParserForType()

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

getSerializedSize()

public int getSerializedSize()
Returns
Type Description
int
Overrides

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 but represents the noise added to the current feature. Defaults to 0.1.

float sigma = 2;

Returns
Type Description
float

The sigma.

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

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

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

writeTo(CodedOutputStream output)

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