public static final class FeatureNoiseSigma.Builder extends GeneratedMessageV3.Builder<FeatureNoiseSigma.Builder> 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.v1beta1.FeatureNoiseSigma
Methods
public FeatureNoiseSigma.Builder addAllNoiseSigma(Iterable<? extends FeatureNoiseSigma.NoiseSigmaForFeature> values)
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 |
values | Iterable<? extends com.google.cloud.aiplatform.v1beta1.FeatureNoiseSigma.NoiseSigmaForFeature>
|
Returns
public FeatureNoiseSigma.Builder addNoiseSigma(FeatureNoiseSigma.NoiseSigmaForFeature value)
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
Returns
public FeatureNoiseSigma.Builder addNoiseSigma(FeatureNoiseSigma.NoiseSigmaForFeature.Builder builderForValue)
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
Returns
public FeatureNoiseSigma.Builder addNoiseSigma(int index, FeatureNoiseSigma.NoiseSigmaForFeature value)
Noise sigma per feature. No noise is added to features that are not set.
repeated .google.cloud.aiplatform.v1beta1.FeatureNoiseSigma.NoiseSigmaForFeature noise_sigma = 1;
Parameters
Returns
public FeatureNoiseSigma.Builder addNoiseSigma(int index, FeatureNoiseSigma.NoiseSigmaForFeature.Builder builderForValue)
Noise sigma per feature. No noise is added to features that are not set.
repeated .google.cloud.aiplatform.v1beta1.FeatureNoiseSigma.NoiseSigmaForFeature noise_sigma = 1;
Parameters
Returns
public FeatureNoiseSigma.NoiseSigmaForFeature.Builder addNoiseSigmaBuilder()
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
public FeatureNoiseSigma.NoiseSigmaForFeature.Builder addNoiseSigmaBuilder(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
Returns
public FeatureNoiseSigma.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)
Parameters
Returns
Overrides
public FeatureNoiseSigma build()
Returns
public FeatureNoiseSigma buildPartial()
Returns
public FeatureNoiseSigma.Builder clear()
Returns
Overrides
public FeatureNoiseSigma.Builder clearField(Descriptors.FieldDescriptor field)
Parameter
Returns
Overrides
public FeatureNoiseSigma.Builder clearNoiseSigma()
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
public FeatureNoiseSigma.Builder clearOneof(Descriptors.OneofDescriptor oneof)
Parameter
Returns
Overrides
public FeatureNoiseSigma.Builder clone()
Returns
Overrides
public FeatureNoiseSigma getDefaultInstanceForType()
Returns
public static final Descriptors.Descriptor getDescriptor()
Returns
public Descriptors.Descriptor getDescriptorForType()
Returns
Overrides
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
Returns
public FeatureNoiseSigma.NoiseSigmaForFeature.Builder getNoiseSigmaBuilder(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
Returns
public List<FeatureNoiseSigma.NoiseSigmaForFeature.Builder> getNoiseSigmaBuilderList()
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
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
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
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
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.v1beta1.FeatureNoiseSigma.NoiseSigmaForFeature noise_sigma = 1;
Returns
Type | Description |
List<? extends com.google.cloud.aiplatform.v1beta1.FeatureNoiseSigma.NoiseSigmaForFeatureOrBuilder> | |
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns
Overrides
public final boolean isInitialized()
Returns
Overrides
public FeatureNoiseSigma.Builder mergeFrom(FeatureNoiseSigma other)
Parameter
Returns
public FeatureNoiseSigma.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Returns
Overrides
Exceptions
public FeatureNoiseSigma.Builder mergeFrom(Message other)
Parameter
Returns
Overrides
public final FeatureNoiseSigma.Builder mergeUnknownFields(UnknownFieldSet unknownFields)
Parameter
Returns
Overrides
public FeatureNoiseSigma.Builder removeNoiseSigma(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
Returns
public FeatureNoiseSigma.Builder setField(Descriptors.FieldDescriptor field, Object value)
Parameters
Returns
Overrides
public FeatureNoiseSigma.Builder setNoiseSigma(int index, FeatureNoiseSigma.NoiseSigmaForFeature value)
Noise sigma per feature. No noise is added to features that are not set.
repeated .google.cloud.aiplatform.v1beta1.FeatureNoiseSigma.NoiseSigmaForFeature noise_sigma = 1;
Parameters
Returns
public FeatureNoiseSigma.Builder setNoiseSigma(int index, FeatureNoiseSigma.NoiseSigmaForFeature.Builder builderForValue)
Noise sigma per feature. No noise is added to features that are not set.
repeated .google.cloud.aiplatform.v1beta1.FeatureNoiseSigma.NoiseSigmaForFeature noise_sigma = 1;
Parameters
Returns
public FeatureNoiseSigma.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
Parameters
Returns
Overrides
public final FeatureNoiseSigma.Builder setUnknownFields(UnknownFieldSet unknownFields)
Parameter
Returns
Overrides