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.v1.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.v1.FeatureNoiseSigma.NoiseSigmaForFeature noise_sigma = 1;
Parameter
Name | Description |
values | Iterable<? extends com.google.cloud.aiplatform.v1.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.v1.FeatureNoiseSigma.NoiseSigmaForFeature noise_sigma = 1;
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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.v1.FeatureNoiseSigma.NoiseSigmaForFeature noise_sigma = 1;
Parameter
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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.v1.FeatureNoiseSigma.NoiseSigmaForFeature noise_sigma = 1;
Parameters
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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.v1.FeatureNoiseSigma.NoiseSigmaForFeature noise_sigma = 1;
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public FeatureNoiseSigma.NoiseSigmaForFeature.Builder addNoiseSigmaBuilder()
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.NoiseSigmaForFeature.Builder addNoiseSigmaBuilder(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;
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public FeatureNoiseSigma.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)
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Overrides
public FeatureNoiseSigma build()
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public FeatureNoiseSigma buildPartial()
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public FeatureNoiseSigma.Builder clear()
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public FeatureNoiseSigma.Builder clearField(Descriptors.FieldDescriptor field)
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Overrides
public FeatureNoiseSigma.Builder clearNoiseSigma()
Noise sigma per feature. No noise is added to features that are not set.
repeated .google.cloud.aiplatform.v1.FeatureNoiseSigma.NoiseSigmaForFeature noise_sigma = 1;
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public FeatureNoiseSigma.Builder clearOneof(Descriptors.OneofDescriptor oneof)
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public FeatureNoiseSigma.Builder clone()
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public FeatureNoiseSigma getDefaultInstanceForType()
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public static final Descriptors.Descriptor getDescriptor()
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public Descriptors.Descriptor getDescriptorForType()
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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.v1.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.v1.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.v1.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.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> | |
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
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public final boolean isInitialized()
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Overrides
public FeatureNoiseSigma.Builder mergeFrom(FeatureNoiseSigma other)
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public FeatureNoiseSigma.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
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Exceptions
public FeatureNoiseSigma.Builder mergeFrom(Message other)
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public final FeatureNoiseSigma.Builder mergeUnknownFields(UnknownFieldSet unknownFields)
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public FeatureNoiseSigma.Builder removeNoiseSigma(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;
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public FeatureNoiseSigma.Builder setField(Descriptors.FieldDescriptor field, Object value)
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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.v1.FeatureNoiseSigma.NoiseSigmaForFeature noise_sigma = 1;
Parameters
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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.v1.FeatureNoiseSigma.NoiseSigmaForFeature noise_sigma = 1;
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public FeatureNoiseSigma.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
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Overrides
public final FeatureNoiseSigma.Builder setUnknownFields(UnknownFieldSet unknownFields)
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