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public final class FeatureNoiseSigma extends GeneratedMessageV3 implements FeatureNoiseSigmaOrBuilderNoise 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
Inheritance
Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > FeatureNoiseSigmaImplements
FeatureNoiseSigmaOrBuilderStatic Fields
NOISE_SIGMA_FIELD_NUMBER
public static final int NOISE_SIGMA_FIELD_NUMBER| Field Value | |
|---|---|
| Type | Description |
int |
|
Static Methods
getDefaultInstance()
public static FeatureNoiseSigma getDefaultInstance()| Returns | |
|---|---|
| Type | Description |
FeatureNoiseSigma |
|
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()| Returns | |
|---|---|
| Type | Description |
Descriptor |
|
newBuilder()
public static FeatureNoiseSigma.Builder newBuilder()| Returns | |
|---|---|
| Type | Description |
FeatureNoiseSigma.Builder |
|
newBuilder(FeatureNoiseSigma prototype)
public static FeatureNoiseSigma.Builder newBuilder(FeatureNoiseSigma prototype)| Parameter | |
|---|---|
| Name | Description |
prototype |
FeatureNoiseSigma |
| Returns | |
|---|---|
| Type | Description |
FeatureNoiseSigma.Builder |
|
parseDelimitedFrom(InputStream input)
public static FeatureNoiseSigma parseDelimitedFrom(InputStream input)| Parameter | |
|---|---|
| Name | Description |
input |
InputStream |
| Returns | |
|---|---|
| Type | Description |
FeatureNoiseSigma |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static FeatureNoiseSigma parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input |
InputStream |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
FeatureNoiseSigma |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(byte[] data)
public static FeatureNoiseSigma parseFrom(byte[] data)| Parameter | |
|---|---|
| Name | Description |
data |
byte[] |
| Returns | |
|---|---|
| Type | Description |
FeatureNoiseSigma |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static FeatureNoiseSigma parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
data |
byte[] |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
FeatureNoiseSigma |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(ByteString data)
public static FeatureNoiseSigma parseFrom(ByteString data)| Parameter | |
|---|---|
| Name | Description |
data |
ByteString |
| Returns | |
|---|---|
| Type | Description |
FeatureNoiseSigma |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static FeatureNoiseSigma parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
data |
ByteString |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
FeatureNoiseSigma |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(CodedInputStream input)
public static FeatureNoiseSigma parseFrom(CodedInputStream input)| Parameter | |
|---|---|
| Name | Description |
input |
CodedInputStream |
| Returns | |
|---|---|
| Type | Description |
FeatureNoiseSigma |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static FeatureNoiseSigma parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input |
CodedInputStream |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
FeatureNoiseSigma |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(InputStream input)
public static FeatureNoiseSigma parseFrom(InputStream input)| Parameter | |
|---|---|
| Name | Description |
input |
InputStream |
| Returns | |
|---|---|
| Type | Description |
FeatureNoiseSigma |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static FeatureNoiseSigma parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input |
InputStream |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
FeatureNoiseSigma |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(ByteBuffer data)
public static FeatureNoiseSigma parseFrom(ByteBuffer data)| Parameter | |
|---|---|
| Name | Description |
data |
ByteBuffer |
| Returns | |
|---|---|
| Type | Description |
FeatureNoiseSigma |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static FeatureNoiseSigma parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
data |
ByteBuffer |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
FeatureNoiseSigma |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parser()
public static Parser<FeatureNoiseSigma> parser()| Returns | |
|---|---|
| Type | Description |
Parser<FeatureNoiseSigma> |
|
Methods
equals(Object obj)
public boolean equals(Object obj)| Parameter | |
|---|---|
| Name | Description |
obj |
Object |
| Returns | |
|---|---|
| Type | Description |
boolean |
|
getDefaultInstanceForType()
public FeatureNoiseSigma getDefaultInstanceForType()| Returns | |
|---|---|
| Type | Description |
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 | |
|---|---|
| Name | Description |
index |
int |
| Returns | |
|---|---|
| Type | Description |
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 | |
|---|---|
| Type | Description |
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 | |
|---|---|
| Type | Description |
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 | |
|---|---|
| Name | Description |
index |
int |
| Returns | |
|---|---|
| Type | Description |
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 | |
|---|---|
| Type | Description |
List<? extends com.google.cloud.aiplatform.v1beta1.FeatureNoiseSigma.NoiseSigmaForFeatureOrBuilder> |
|
getParserForType()
public Parser<FeatureNoiseSigma> getParserForType()| Returns | |
|---|---|
| Type | Description |
Parser<FeatureNoiseSigma> |
|
getSerializedSize()
public int getSerializedSize()| Returns | |
|---|---|
| Type | Description |
int |
|
hashCode()
public int hashCode()| Returns | |
|---|---|
| Type | Description |
int |
|
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()| Returns | |
|---|---|
| Type | Description |
FieldAccessorTable |
|
isInitialized()
public final boolean isInitialized()| Returns | |
|---|---|
| Type | Description |
boolean |
|
newBuilderForType()
public FeatureNoiseSigma.Builder newBuilderForType()| Returns | |
|---|---|
| Type | Description |
FeatureNoiseSigma.Builder |
|
newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected FeatureNoiseSigma.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)| Parameter | |
|---|---|
| Name | Description |
parent |
BuilderParent |
| Returns | |
|---|---|
| Type | Description |
FeatureNoiseSigma.Builder |
|
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)| Parameter | |
|---|---|
| Name | Description |
unused |
UnusedPrivateParameter |
| Returns | |
|---|---|
| Type | Description |
Object |
|
toBuilder()
public FeatureNoiseSigma.Builder toBuilder()| Returns | |
|---|---|
| Type | Description |
FeatureNoiseSigma.Builder |
|
writeTo(CodedOutputStream output)
public void writeTo(CodedOutputStream output)| Parameter | |
|---|---|
| Name | Description |
output |
CodedOutputStream |
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|