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public static final class FeatureNoiseSigma.NoiseSigmaForFeature extends GeneratedMessageV3 implements FeatureNoiseSigma.NoiseSigmaForFeatureOrBuilderNoise sigma for a single feature.
Protobuf type google.cloud.aiplatform.v1.FeatureNoiseSigma.NoiseSigmaForFeature
Inheritance
Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > FeatureNoiseSigma.NoiseSigmaForFeatureStatic 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 |
|
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> |
|
getSerializedSize()
public int getSerializedSize()| Returns | |
|---|---|
| Type | Description |
int |
|
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 |
|
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()| Returns | |
|---|---|
| Type | Description |
FieldAccessorTable |
|
isInitialized()
public final boolean isInitialized()| Returns | |
|---|---|
| Type | Description |
boolean |
|
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 |
|
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)| Parameter | |
|---|---|
| Name | Description |
unused |
UnusedPrivateParameter |
| Returns | |
|---|---|
| Type | Description |
Object |
|
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 |
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|