Class FeatureNoiseSigma.NoiseSigmaForFeature (1.5.0)

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

Implements

FeatureNoiseSigma.NoiseSigmaForFeatureOrBuilder

Inherited Members

AbstractMessage.equals(Object)

AbstractMessage.findInitializationErrors()

AbstractMessage.getInitializationErrorString()

AbstractMessage.hashBoolean(boolean)

AbstractMessage.hashCode()

AbstractMessage.hashEnum(Internal.EnumLite)

AbstractMessage.hashEnumList(List<? extends Internal.EnumLite>)

AbstractMessage.hashFields(int,Map<Descriptors.FieldDescriptor,Object>)

AbstractMessage.hashLong(long)

AbstractMessage.toString()

AbstractMessageLite.<T>addAll(Iterable<T>,Collection<? super T>)

AbstractMessageLite.<T>addAll(Iterable<T>,List<? super T>)

AbstractMessageLite.checkByteStringIsUtf8(ByteString)

AbstractMessageLite.toByteArray()

AbstractMessageLite.toByteString()

AbstractMessageLite.writeDelimitedTo(OutputStream)

AbstractMessageLite.writeTo(OutputStream)

com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT)

com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT,int)

GeneratedMessageV3.<M>parseDelimitedWithIOException(Parser<M>,InputStream)

GeneratedMessageV3.<M>parseDelimitedWithIOException(Parser<M>,InputStream,ExtensionRegistryLite)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,CodedInputStream)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,CodedInputStream,ExtensionRegistryLite)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,InputStream)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,InputStream,ExtensionRegistryLite)

com.google.protobuf.GeneratedMessageV3.<T>emptyList(java.lang.Class<T>)

GeneratedMessageV3.<V>serializeBooleanMapTo(CodedOutputStream,MapField<Boolean,V>,MapEntry<Boolean,V>,int)

GeneratedMessageV3.<V>serializeIntegerMapTo(CodedOutputStream,MapField<Integer,V>,MapEntry<Integer,V>,int)

GeneratedMessageV3.<V>serializeLongMapTo(CodedOutputStream,MapField<Long,V>,MapEntry<Long,V>,int)

GeneratedMessageV3.<V>serializeStringMapTo(CodedOutputStream,MapField<String,V>,MapEntry<String,V>,int)

GeneratedMessageV3.canUseUnsafe()

GeneratedMessageV3.computeStringSize(int,Object)

GeneratedMessageV3.computeStringSizeNoTag(Object)

GeneratedMessageV3.emptyBooleanList()

GeneratedMessageV3.emptyDoubleList()

GeneratedMessageV3.emptyFloatList()

GeneratedMessageV3.emptyIntList()

GeneratedMessageV3.emptyLongList()

GeneratedMessageV3.getAllFields()

GeneratedMessageV3.getDescriptorForType()

GeneratedMessageV3.getField(Descriptors.FieldDescriptor)

GeneratedMessageV3.getOneofFieldDescriptor(Descriptors.OneofDescriptor)

GeneratedMessageV3.getParserForType()

GeneratedMessageV3.getRepeatedField(Descriptors.FieldDescriptor,int)

GeneratedMessageV3.getRepeatedFieldCount(Descriptors.FieldDescriptor)

GeneratedMessageV3.getSerializedSize()

GeneratedMessageV3.getUnknownFields()

GeneratedMessageV3.hasField(Descriptors.FieldDescriptor)

GeneratedMessageV3.hasOneof(Descriptors.OneofDescriptor)

GeneratedMessageV3.internalGetFieldAccessorTable()

GeneratedMessageV3.internalGetMapField(int)

com.google.protobuf.GeneratedMessageV3.internalGetMapFieldReflection(int)

GeneratedMessageV3.isInitialized()

GeneratedMessageV3.isStringEmpty(Object)

GeneratedMessageV3.makeExtensionsImmutable()

GeneratedMessageV3.mergeFromAndMakeImmutableInternal(CodedInputStream,ExtensionRegistryLite)

GeneratedMessageV3.mutableCopy(Internal.BooleanList)

GeneratedMessageV3.mutableCopy(Internal.DoubleList)

GeneratedMessageV3.mutableCopy(Internal.FloatList)

GeneratedMessageV3.mutableCopy(Internal.IntList)

GeneratedMessageV3.mutableCopy(Internal.LongList)

GeneratedMessageV3.newBooleanList()

GeneratedMessageV3.newBuilderForType(AbstractMessage.BuilderParent)

GeneratedMessageV3.newBuilderForType(GeneratedMessageV3.BuilderParent)

GeneratedMessageV3.newDoubleList()

GeneratedMessageV3.newFloatList()

GeneratedMessageV3.newInstance(GeneratedMessageV3.UnusedPrivateParameter)

GeneratedMessageV3.newIntList()

GeneratedMessageV3.newLongList()

GeneratedMessageV3.parseUnknownField(CodedInputStream,UnknownFieldSet.Builder,ExtensionRegistryLite,int)

GeneratedMessageV3.parseUnknownFieldProto3(CodedInputStream,UnknownFieldSet.Builder,ExtensionRegistryLite,int)

GeneratedMessageV3.writeReplace()

GeneratedMessageV3.writeString(CodedOutputStream,int,Object)

GeneratedMessageV3.writeStringNoTag(CodedOutputStream,Object)

GeneratedMessageV3.writeTo(CodedOutputStream)

Object.clone()

Object.finalize()

Object.getClass()

Object.notify()

Object.notifyAll()

Object.wait()

Object.wait(long)

Object.wait(long,int)

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

AbstractMessage.equals(Object other)

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

GeneratedMessageV3.getParserForType()

getSerializedSize()

public int getSerializedSize()

Returns
Type	Description
int

Overrides

GeneratedMessageV3.getSerializedSize()

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

AbstractMessage.hashCode()

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Returns
Type	Description
FieldAccessorTable

Overrides

GeneratedMessageV3.internalGetFieldAccessorTable()

isInitialized()

public final boolean isInitialized()

Returns
Type	Description
boolean

Overrides

GeneratedMessageV3.isInitialized()

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

GeneratedMessageV3.newBuilderForType(GeneratedMessageV3.BuilderParent parent)

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

Parameter
Name	Description
unused	UnusedPrivateParameter

Returns
Type	Description
Object

Overrides

GeneratedMessageV3.newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

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

GeneratedMessageV3.writeTo(CodedOutputStream output)

Exceptions
Type	Description
IOException