public final class FeatureNoiseSigma extends 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
Fields
public static final int NOISE_SIGMA_FIELD_NUMBER
Field Value
Methods
public boolean equals(Object obj)
Parameter
Returns
Overrides
public static FeatureNoiseSigma getDefaultInstance()
Returns
public FeatureNoiseSigma getDefaultInstanceForType()
Returns
public static final Descriptors.Descriptor getDescriptor()
Returns
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;
Parameter
Returns
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;
Returns
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;
Returns
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;
Parameter
Returns
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;
Returns
Type | Description |
List<? extends com.google.cloud.aiplatform.v1.FeatureNoiseSigma.NoiseSigmaForFeatureOrBuilder> | |
public Parser<FeatureNoiseSigma> getParserForType()
Returns
Overrides
public int getSerializedSize()
Returns
Overrides
public final UnknownFieldSet getUnknownFields()
Returns
Overrides
Returns
Overrides
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns
Overrides
public final boolean isInitialized()
Returns
Overrides
public static FeatureNoiseSigma.Builder newBuilder()
Returns
public static FeatureNoiseSigma.Builder newBuilder(FeatureNoiseSigma prototype)
Parameter
Returns
public FeatureNoiseSigma.Builder newBuilderForType()
Returns
protected FeatureNoiseSigma.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Parameter
Returns
Overrides
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter
Returns
Overrides
public static FeatureNoiseSigma parseDelimitedFrom(InputStream input)
Parameter
Returns
Exceptions
public static FeatureNoiseSigma parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Returns
Exceptions
public static FeatureNoiseSigma parseFrom(byte[] data)
Parameter
Name | Description |
data | byte[]
|
Returns
Exceptions
public static FeatureNoiseSigma parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Parameters
Returns
Exceptions
public static FeatureNoiseSigma parseFrom(ByteString data)
Parameter
Returns
Exceptions
public static FeatureNoiseSigma parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Parameters
Returns
Exceptions
public static FeatureNoiseSigma parseFrom(CodedInputStream input)
Parameter
Returns
Exceptions
public static FeatureNoiseSigma parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Returns
Exceptions
public static FeatureNoiseSigma parseFrom(InputStream input)
Parameter
Returns
Exceptions
public static FeatureNoiseSigma parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Returns
Exceptions
public static FeatureNoiseSigma parseFrom(ByteBuffer data)
Parameter
Returns
Exceptions
public static FeatureNoiseSigma parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Parameters
Returns
Exceptions
public static Parser<FeatureNoiseSigma> parser()
Returns
public FeatureNoiseSigma.Builder toBuilder()
Returns
public void writeTo(CodedOutputStream output)
Parameter
Overrides
Exceptions