com.google.cloud.aiplatform.v1

Class FeatureNoiseSigma

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1.FeatureNoiseSigma

All Implemented Interfaces:

FeatureNoiseSigmaOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable

public final class FeatureNoiseSigma
extends com.google.protobuf.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.v1.FeatureNoiseSigma

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	FeatureNoiseSigma.Builder Noise sigma by features.
static class	FeatureNoiseSigma.NoiseSigmaForFeature Noise sigma for a single feature.
static interface	FeatureNoiseSigma.NoiseSigmaForFeatureOrBuilder

Nested classes/interfaces inherited from class com.google.protobuf.GeneratedMessageV3

com.google.protobuf.GeneratedMessageV3.BuilderParent, com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>,BuilderT extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT,BuilderT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.FieldAccessorTable, com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter

Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessageLite.InternalOneOfEnum

Field Summary

Fields

Modifier and Type	Field and Description
static int	NOISE_SIGMA_FIELD_NUMBER

Fields inherited from class com.google.protobuf.GeneratedMessageV3

alwaysUseFieldBuilders, unknownFields

Fields inherited from class com.google.protobuf.AbstractMessage

memoizedSize

Fields inherited from class com.google.protobuf.AbstractMessageLite

memoizedHashCode

Method Summary

Modifier and Type	Method and Description
boolean	equals(Object obj)
static FeatureNoiseSigma	getDefaultInstance()
FeatureNoiseSigma	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
FeatureNoiseSigma.NoiseSigmaForFeature	getNoiseSigma(int index) Noise sigma per feature.
int	getNoiseSigmaCount() Noise sigma per feature.
List<FeatureNoiseSigma.NoiseSigmaForFeature>	getNoiseSigmaList() Noise sigma per feature.
FeatureNoiseSigma.NoiseSigmaForFeatureOrBuilder	getNoiseSigmaOrBuilder(int index) Noise sigma per feature.
List<? extends FeatureNoiseSigma.NoiseSigmaForFeatureOrBuilder>	getNoiseSigmaOrBuilderList() Noise sigma per feature.
com.google.protobuf.Parser<FeatureNoiseSigma>	getParserForType()
int	getSerializedSize()
int	hashCode()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static FeatureNoiseSigma.Builder	newBuilder()
static FeatureNoiseSigma.Builder	newBuilder(FeatureNoiseSigma prototype)
FeatureNoiseSigma.Builder	newBuilderForType()
protected FeatureNoiseSigma.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static FeatureNoiseSigma	parseDelimitedFrom(InputStream input)
static FeatureNoiseSigma	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static FeatureNoiseSigma	parseFrom(byte[] data)
static FeatureNoiseSigma	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static FeatureNoiseSigma	parseFrom(ByteBuffer data)
static FeatureNoiseSigma	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static FeatureNoiseSigma	parseFrom(com.google.protobuf.ByteString data)
static FeatureNoiseSigma	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static FeatureNoiseSigma	parseFrom(com.google.protobuf.CodedInputStream input)
static FeatureNoiseSigma	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static FeatureNoiseSigma	parseFrom(InputStream input)
static FeatureNoiseSigma	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<FeatureNoiseSigma>	parser()
FeatureNoiseSigma.Builder	toBuilder()
void	writeTo(com.google.protobuf.CodedOutputStream output)

Methods inherited from class com.google.protobuf.GeneratedMessageV3

canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, isStringEmpty, makeExtensionsImmutable, makeMutableCopy, makeMutableCopy, mergeFromAndMakeImmutableInternal, mutableCopy, mutableCopy, mutableCopy, mutableCopy, mutableCopy, newBooleanList, newBuilderForType, newDoubleList, newFloatList, newIntList, newLongList, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTag

Methods inherited from class com.google.protobuf.AbstractMessage

findInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite

addAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface com.google.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

Methods inherited from interface com.google.protobuf.MessageLite

toByteArray, toByteString, writeDelimitedTo, writeTo

Field Detail

NOISE_SIGMA_FIELD_NUMBER

public static final int NOISE_SIGMA_FIELD_NUMBER

See Also:

Constant Field Values

Method Detail

newInstance

protected Object newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)

Overrides:

newInstance in class com.google.protobuf.GeneratedMessageV3

getDescriptor

public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

internalGetFieldAccessorTable

protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3

getNoiseSigmaList

public List<FeatureNoiseSigma.NoiseSigmaForFeature> getNoiseSigmaList()

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

repeated .google.cloud.aiplatform.v1.FeatureNoiseSigma.NoiseSigmaForFeature noise_sigma = 1;

Specified by:

getNoiseSigmaList in interface FeatureNoiseSigmaOrBuilder

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.v1.FeatureNoiseSigma.NoiseSigmaForFeature noise_sigma = 1;

Specified by:

getNoiseSigmaOrBuilderList in interface FeatureNoiseSigmaOrBuilder

getNoiseSigmaCount

public int getNoiseSigmaCount()

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

repeated .google.cloud.aiplatform.v1.FeatureNoiseSigma.NoiseSigmaForFeature noise_sigma = 1;

Specified by:

getNoiseSigmaCount in interface FeatureNoiseSigmaOrBuilder

getNoiseSigma

public FeatureNoiseSigma.NoiseSigmaForFeature getNoiseSigma(int index)

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

repeated .google.cloud.aiplatform.v1.FeatureNoiseSigma.NoiseSigmaForFeature noise_sigma = 1;

Specified by:

getNoiseSigma in interface FeatureNoiseSigmaOrBuilder

getNoiseSigmaOrBuilder

public FeatureNoiseSigma.NoiseSigmaForFeatureOrBuilder getNoiseSigmaOrBuilder(int index)

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

repeated .google.cloud.aiplatform.v1.FeatureNoiseSigma.NoiseSigmaForFeature noise_sigma = 1;

Specified by:

getNoiseSigmaOrBuilder in interface FeatureNoiseSigmaOrBuilder

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessageV3

writeTo

public void writeTo(com.google.protobuf.CodedOutputStream output)
             throws IOException

Specified by:

writeTo in interface com.google.protobuf.MessageLite

Overrides:

writeTo in class com.google.protobuf.GeneratedMessageV3

Throws:

IOException

getSerializedSize

public int getSerializedSize()

Specified by:

getSerializedSize in interface com.google.protobuf.MessageLite

Overrides:

getSerializedSize in class com.google.protobuf.GeneratedMessageV3

equals

public boolean equals(Object obj)

Specified by:

equals in interface com.google.protobuf.Message

Overrides:

equals in class com.google.protobuf.AbstractMessage

hashCode

public int hashCode()

Specified by:

hashCode in interface com.google.protobuf.Message

Overrides:

hashCode in class com.google.protobuf.AbstractMessage

parseFrom

public static FeatureNoiseSigma parseFrom(ByteBuffer data)
                                   throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static FeatureNoiseSigma parseFrom(ByteBuffer data,
                                          com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                   throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static FeatureNoiseSigma parseFrom(com.google.protobuf.ByteString data)
                                   throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static FeatureNoiseSigma parseFrom(com.google.protobuf.ByteString data,
                                          com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                   throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static FeatureNoiseSigma parseFrom(byte[] data)
                                   throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static FeatureNoiseSigma parseFrom(byte[] data,
                                          com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                   throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static FeatureNoiseSigma parseFrom(InputStream input)
                                   throws IOException

Throws:

IOException

parseFrom

public static FeatureNoiseSigma parseFrom(InputStream input,
                                          com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                   throws IOException

Throws:

IOException

parseDelimitedFrom

public static FeatureNoiseSigma parseDelimitedFrom(InputStream input)
                                            throws IOException

Throws:

IOException

parseDelimitedFrom

public static FeatureNoiseSigma parseDelimitedFrom(InputStream input,
                                                   com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                            throws IOException

Throws:

IOException

parseFrom

public static FeatureNoiseSigma parseFrom(com.google.protobuf.CodedInputStream input)
                                   throws IOException

Throws:

IOException

parseFrom

public static FeatureNoiseSigma parseFrom(com.google.protobuf.CodedInputStream input,
                                          com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                   throws IOException

Throws:

IOException

newBuilderForType

public FeatureNoiseSigma.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static FeatureNoiseSigma.Builder newBuilder()

newBuilder

public static FeatureNoiseSigma.Builder newBuilder(FeatureNoiseSigma prototype)

toBuilder

public FeatureNoiseSigma.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

protected FeatureNoiseSigma.Builder newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static FeatureNoiseSigma getDefaultInstance()

parser

public static com.google.protobuf.Parser<FeatureNoiseSigma> parser()

getParserForType

public com.google.protobuf.Parser<FeatureNoiseSigma> getParserForType()

Specified by:

getParserForType in interface com.google.protobuf.Message

Specified by:

getParserForType in interface com.google.protobuf.MessageLite

Overrides:

getParserForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstanceForType

public FeatureNoiseSigma getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder