public static final class FeatureNoiseSigma.NoiseSigmaForFeature extends GeneratedMessageV3 implements FeatureNoiseSigma.NoiseSigmaForFeatureOrBuilder
Noise sigma for a single feature.
Protobuf type google.cloud.aiplatform.v1beta1.FeatureNoiseSigma.NoiseSigmaForFeature
Static Fields
public static final int NAME_FIELD_NUMBER
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public static final int SIGMA_FIELD_NUMBER
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Static Methods
public static FeatureNoiseSigma.NoiseSigmaForFeature getDefaultInstance()
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public static final Descriptors.Descriptor getDescriptor()
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public static FeatureNoiseSigma.NoiseSigmaForFeature.Builder newBuilder()
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public static FeatureNoiseSigma.NoiseSigmaForFeature.Builder newBuilder(FeatureNoiseSigma.NoiseSigmaForFeature prototype)
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public static FeatureNoiseSigma.NoiseSigmaForFeature parseDelimitedFrom(InputStream input)
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public static FeatureNoiseSigma.NoiseSigmaForFeature parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
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public static FeatureNoiseSigma.NoiseSigmaForFeature parseFrom(byte[] data)
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Name | Description |
data | byte[]
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public static FeatureNoiseSigma.NoiseSigmaForFeature parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
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public static FeatureNoiseSigma.NoiseSigmaForFeature parseFrom(ByteString data)
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public static FeatureNoiseSigma.NoiseSigmaForFeature parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
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public static FeatureNoiseSigma.NoiseSigmaForFeature parseFrom(CodedInputStream input)
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public static FeatureNoiseSigma.NoiseSigmaForFeature parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
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public static FeatureNoiseSigma.NoiseSigmaForFeature parseFrom(InputStream input)
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public static FeatureNoiseSigma.NoiseSigmaForFeature parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
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public static FeatureNoiseSigma.NoiseSigmaForFeature parseFrom(ByteBuffer data)
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public static FeatureNoiseSigma.NoiseSigmaForFeature parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
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public static Parser<FeatureNoiseSigma.NoiseSigmaForFeature> parser()
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Methods
public boolean equals(Object obj)
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public FeatureNoiseSigma.NoiseSigmaForFeature getDefaultInstanceForType()
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The name of the input feature for which noise sigma is provided. The
features are defined in
explanation metadata inputs.
string name = 1;
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Type | Description |
String | The name.
|
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;
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public Parser<FeatureNoiseSigma.NoiseSigmaForFeature> getParserForType()
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public int getSerializedSize()
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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;
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Type | Description |
float | The sigma.
|
public final UnknownFieldSet getUnknownFields()
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protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
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public final boolean isInitialized()
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public FeatureNoiseSigma.NoiseSigmaForFeature.Builder newBuilderForType()
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protected FeatureNoiseSigma.NoiseSigmaForFeature.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
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protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
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public FeatureNoiseSigma.NoiseSigmaForFeature.Builder toBuilder()
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public void writeTo(CodedOutputStream output)
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