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public static final class FeatureNoiseSigma.NoiseSigmaForFeature.Builder extends GeneratedMessage.Builder<FeatureNoiseSigma.NoiseSigmaForFeature.Builder> implements FeatureNoiseSigma.NoiseSigmaForFeatureOrBuilderNoise sigma for a single feature.
Protobuf type google.cloud.aiplatform.v1beta1.FeatureNoiseSigma.NoiseSigmaForFeature
Inheritance
java.lang.Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessage.Builder > FeatureNoiseSigma.NoiseSigmaForFeature.BuilderStatic Methods
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()| Returns | |
|---|---|
| Type | Description |
Descriptor |
|
Methods
build()
public FeatureNoiseSigma.NoiseSigmaForFeature build()| Returns | |
|---|---|
| Type | Description |
FeatureNoiseSigma.NoiseSigmaForFeature |
|
buildPartial()
public FeatureNoiseSigma.NoiseSigmaForFeature buildPartial()| Returns | |
|---|---|
| Type | Description |
FeatureNoiseSigma.NoiseSigmaForFeature |
|
clear()
public FeatureNoiseSigma.NoiseSigmaForFeature.Builder clear()| Returns | |
|---|---|
| Type | Description |
FeatureNoiseSigma.NoiseSigmaForFeature.Builder |
|
clearName()
public FeatureNoiseSigma.NoiseSigmaForFeature.Builder clearName()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 |
FeatureNoiseSigma.NoiseSigmaForFeature.Builder |
This builder for chaining. |
clearSigma()
public FeatureNoiseSigma.NoiseSigmaForFeature.Builder clearSigma()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 |
FeatureNoiseSigma.NoiseSigmaForFeature.Builder |
This builder for chaining. |
getDefaultInstanceForType()
public FeatureNoiseSigma.NoiseSigmaForFeature getDefaultInstanceForType()| Returns | |
|---|---|
| Type | Description |
FeatureNoiseSigma.NoiseSigmaForFeature |
|
getDescriptorForType()
public Descriptors.Descriptor getDescriptorForType()| Returns | |
|---|---|
| Type | Description |
Descriptor |
|
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. |
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. |
internalGetFieldAccessorTable()
protected GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()| Returns | |
|---|---|
| Type | Description |
FieldAccessorTable |
|
isInitialized()
public final boolean isInitialized()| Returns | |
|---|---|
| Type | Description |
boolean |
|
mergeFrom(FeatureNoiseSigma.NoiseSigmaForFeature other)
public FeatureNoiseSigma.NoiseSigmaForFeature.Builder mergeFrom(FeatureNoiseSigma.NoiseSigmaForFeature other)| Parameter | |
|---|---|
| Name | Description |
other |
FeatureNoiseSigma.NoiseSigmaForFeature |
| Returns | |
|---|---|
| Type | Description |
FeatureNoiseSigma.NoiseSigmaForFeature.Builder |
|
mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public FeatureNoiseSigma.NoiseSigmaForFeature.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input |
CodedInputStream |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
FeatureNoiseSigma.NoiseSigmaForFeature.Builder |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
mergeFrom(Message other)
public FeatureNoiseSigma.NoiseSigmaForFeature.Builder mergeFrom(Message other)| Parameter | |
|---|---|
| Name | Description |
other |
Message |
| Returns | |
|---|---|
| Type | Description |
FeatureNoiseSigma.NoiseSigmaForFeature.Builder |
|
setName(String value)
public FeatureNoiseSigma.NoiseSigmaForFeature.Builder setName(String value)The name of the input feature for which noise sigma is provided. The features are defined in explanation metadata inputs.
string name = 1;
| Parameter | |
|---|---|
| Name | Description |
value |
StringThe name to set. |
| Returns | |
|---|---|
| Type | Description |
FeatureNoiseSigma.NoiseSigmaForFeature.Builder |
This builder for chaining. |
setNameBytes(ByteString value)
public FeatureNoiseSigma.NoiseSigmaForFeature.Builder setNameBytes(ByteString value)The name of the input feature for which noise sigma is provided. The features are defined in explanation metadata inputs.
string name = 1;
| Parameter | |
|---|---|
| Name | Description |
value |
ByteStringThe bytes for name to set. |
| Returns | |
|---|---|
| Type | Description |
FeatureNoiseSigma.NoiseSigmaForFeature.Builder |
This builder for chaining. |
setSigma(float value)
public FeatureNoiseSigma.NoiseSigmaForFeature.Builder setSigma(float value)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;
| Parameter | |
|---|---|
| Name | Description |
value |
floatThe sigma to set. |
| Returns | |
|---|---|
| Type | Description |
FeatureNoiseSigma.NoiseSigmaForFeature.Builder |
This builder for chaining. |