com.google.cloud.aiplatform.v1beta1

Class FeatureNoiseSigma.NoiseSigmaForFeature

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1beta1.FeatureNoiseSigma.NoiseSigmaForFeature

All Implemented Interfaces:

FeatureNoiseSigma.NoiseSigmaForFeatureOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable

Enclosing class:

FeatureNoiseSigma

public static final class FeatureNoiseSigma.NoiseSigmaForFeature
extends com.google.protobuf.GeneratedMessageV3
implements FeatureNoiseSigma.NoiseSigmaForFeatureOrBuilder

 Noise sigma for a single feature.
 

Protobuf type google.cloud.aiplatform.v1beta1.FeatureNoiseSigma.NoiseSigmaForFeature

See Also:

Serialized Form

Nested Class Summary

Nested Classes

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

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	NAME_FIELD_NUMBER
static int	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.NoiseSigmaForFeature	getDefaultInstance()
FeatureNoiseSigma.NoiseSigmaForFeature	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
String	getName() The name of the input feature for which noise sigma is provided.
com.google.protobuf.ByteString	getNameBytes() The name of the input feature for which noise sigma is provided.
com.google.protobuf.Parser<FeatureNoiseSigma.NoiseSigmaForFeature>	getParserForType()
int	getSerializedSize()
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.
int	hashCode()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static FeatureNoiseSigma.NoiseSigmaForFeature.Builder	newBuilder()
static FeatureNoiseSigma.NoiseSigmaForFeature.Builder	newBuilder(FeatureNoiseSigma.NoiseSigmaForFeature prototype)
FeatureNoiseSigma.NoiseSigmaForFeature.Builder	newBuilderForType()
protected FeatureNoiseSigma.NoiseSigmaForFeature.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static FeatureNoiseSigma.NoiseSigmaForFeature	parseDelimitedFrom(InputStream input)
static FeatureNoiseSigma.NoiseSigmaForFeature	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static FeatureNoiseSigma.NoiseSigmaForFeature	parseFrom(byte[] data)
static FeatureNoiseSigma.NoiseSigmaForFeature	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static FeatureNoiseSigma.NoiseSigmaForFeature	parseFrom(ByteBuffer data)
static FeatureNoiseSigma.NoiseSigmaForFeature	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static FeatureNoiseSigma.NoiseSigmaForFeature	parseFrom(com.google.protobuf.ByteString data)
static FeatureNoiseSigma.NoiseSigmaForFeature	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static FeatureNoiseSigma.NoiseSigmaForFeature	parseFrom(com.google.protobuf.CodedInputStream input)
static FeatureNoiseSigma.NoiseSigmaForFeature	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static FeatureNoiseSigma.NoiseSigmaForFeature	parseFrom(InputStream input)
static FeatureNoiseSigma.NoiseSigmaForFeature	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<FeatureNoiseSigma.NoiseSigmaForFeature>	parser()
FeatureNoiseSigma.NoiseSigmaForFeature.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

NAME_FIELD_NUMBER

public static final int NAME_FIELD_NUMBER

See Also:

Constant Field Values

SIGMA_FIELD_NUMBER

public static final int 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

getName

public String getName()

 The name of the input feature for which noise sigma is provided. The
 features are defined in
 [explanation metadata
 inputs][google.cloud.aiplatform.v1beta1.ExplanationMetadata.inputs].
 

string name = 1;

Specified by:

getName in interface FeatureNoiseSigma.NoiseSigmaForFeatureOrBuilder

Returns:

The name.

getNameBytes

public com.google.protobuf.ByteString getNameBytes()

 The name of the input feature for which noise sigma is provided. The
 features are defined in
 [explanation metadata
 inputs][google.cloud.aiplatform.v1beta1.ExplanationMetadata.inputs].
 

string name = 1;

Specified by:

getNameBytes in interface FeatureNoiseSigma.NoiseSigmaForFeatureOrBuilder

Returns:

The bytes for name.

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][google.cloud.aiplatform.v1beta1.SmoothGradConfig.noise_sigma]
 but represents the noise added to the current feature. Defaults to 0.1.
 

float sigma = 2;

Specified by:

getSigma in interface FeatureNoiseSigma.NoiseSigmaForFeatureOrBuilder

Returns:

The sigma.

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.NoiseSigmaForFeature parseFrom(ByteBuffer data)
                                                        throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static FeatureNoiseSigma.NoiseSigmaForFeature parseFrom(InputStream input)
                                                        throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

public static FeatureNoiseSigma.NoiseSigmaForFeature parseDelimitedFrom(InputStream input)
                                                                 throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public FeatureNoiseSigma.NoiseSigmaForFeature.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static FeatureNoiseSigma.NoiseSigmaForFeature.Builder newBuilder()

newBuilder

public static FeatureNoiseSigma.NoiseSigmaForFeature.Builder newBuilder(FeatureNoiseSigma.NoiseSigmaForFeature prototype)

toBuilder

public FeatureNoiseSigma.NoiseSigmaForFeature.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

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

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static FeatureNoiseSigma.NoiseSigmaForFeature getDefaultInstance()

parser

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

getParserForType

public com.google.protobuf.Parser<FeatureNoiseSigma.NoiseSigmaForFeature> 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.NoiseSigmaForFeature getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder