Package com.google.cloud.aiplatform.v1

Class FeatureNoiseSigma.NoiseSigmaForFeature.Builder

java.lang.Object
com.google.protobuf.AbstractMessageLite.Builder
com.google.protobuf.AbstractMessage.Builder<BuilderT>
com.google.protobuf.GeneratedMessage.Builder<FeatureNoiseSigma.NoiseSigmaForFeature.Builder>
com.google.cloud.aiplatform.v1.FeatureNoiseSigma.NoiseSigmaForFeature.Builder
All Implemented Interfaces:
FeatureNoiseSigma.NoiseSigmaForFeatureOrBuilder, com.google.protobuf.Message.Builder, com.google.protobuf.MessageLite.Builder, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Cloneable
Enclosing class:
FeatureNoiseSigma.NoiseSigmaForFeature
public static final class FeatureNoiseSigma.NoiseSigmaForFeature.Builder extends com.google.protobuf.GeneratedMessage.Builder<FeatureNoiseSigma.NoiseSigmaForFeature.Builder> implements FeatureNoiseSigma.NoiseSigmaForFeatureOrBuilder
 Noise sigma for a single feature.
Protobuf type google.cloud.aiplatform.v1.FeatureNoiseSigma.NoiseSigmaForFeature

  • Method Details

    • getDescriptor

      public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

    • internalGetFieldAccessorTable

      protected com.google.protobuf.GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()
      Specified by:
      internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessage.Builder<FeatureNoiseSigma.NoiseSigmaForFeature.Builder>

    • clear

      public FeatureNoiseSigma.NoiseSigmaForFeature.Builder clear()
      Specified by:
      clear in interface com.google.protobuf.Message.Builder
      Specified by:
      clear in interface com.google.protobuf.MessageLite.Builder
      Overrides:
      clear in class com.google.protobuf.GeneratedMessage.Builder<FeatureNoiseSigma.NoiseSigmaForFeature.Builder>

    • getDescriptorForType

      public com.google.protobuf.Descriptors.Descriptor getDescriptorForType()
      Specified by:
      getDescriptorForType in interface com.google.protobuf.Message.Builder
      Specified by:
      getDescriptorForType in interface com.google.protobuf.MessageOrBuilder
      Overrides:
      getDescriptorForType in class com.google.protobuf.GeneratedMessage.Builder<FeatureNoiseSigma.NoiseSigmaForFeature.Builder>

    • getDefaultInstanceForType

      public FeatureNoiseSigma.NoiseSigmaForFeature getDefaultInstanceForType()
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder

    • build

      public FeatureNoiseSigma.NoiseSigmaForFeature build()
      Specified by:
      build in interface com.google.protobuf.Message.Builder
      Specified by:
      build in interface com.google.protobuf.MessageLite.Builder

    • buildPartial

      public FeatureNoiseSigma.NoiseSigmaForFeature buildPartial()
      Specified by:
      buildPartial in interface com.google.protobuf.Message.Builder
      Specified by:
      buildPartial in interface com.google.protobuf.MessageLite.Builder

    • mergeFrom

      public FeatureNoiseSigma.NoiseSigmaForFeature.Builder mergeFrom(com.google.protobuf.Message other)
      Specified by:
      mergeFrom in interface com.google.protobuf.Message.Builder
      Overrides:
      mergeFrom in class com.google.protobuf.AbstractMessage.Builder<FeatureNoiseSigma.NoiseSigmaForFeature.Builder>

    • mergeFrom

      public FeatureNoiseSigma.NoiseSigmaForFeature.Builder mergeFrom(FeatureNoiseSigma.NoiseSigmaForFeature other)

    • isInitialized

      public final boolean isInitialized()
      Specified by:
      isInitialized in interface com.google.protobuf.MessageLiteOrBuilder
      Overrides:
      isInitialized in class com.google.protobuf.GeneratedMessage.Builder<FeatureNoiseSigma.NoiseSigmaForFeature.Builder>

    • mergeFrom

      public FeatureNoiseSigma.NoiseSigmaForFeature.Builder mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Specified by:
      mergeFrom in interface com.google.protobuf.Message.Builder
      Specified by:
      mergeFrom in interface com.google.protobuf.MessageLite.Builder
      Overrides:
      mergeFrom in class com.google.protobuf.AbstractMessage.Builder<FeatureNoiseSigma.NoiseSigmaForFeature.Builder>
      Throws:
      IOException

    • getName

      public String getName()
       The name of the input feature for which noise sigma is provided. The
 features are defined in
 [explanation metadata
 inputs][google.cloud.aiplatform.v1.ExplanationMetadata.inputs].
      string name = 1;
      Specified by:
      getName in interface FeatureNoiseSigma.NoiseSigmaForFeatureOrBuilder
      Returns:
      The name.

    • getNameBytes

      public com.google.protobuf.ByteString getNameBytes()
       The name of the input feature for which noise sigma is provided. The
 features are defined in
 [explanation metadata
 inputs][google.cloud.aiplatform.v1.ExplanationMetadata.inputs].
      string name = 1;
      Specified by:
      getNameBytes in interface FeatureNoiseSigma.NoiseSigmaForFeatureOrBuilder
      Returns:
      The bytes for name.

    • setName

      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][google.cloud.aiplatform.v1.ExplanationMetadata.inputs].
      string name = 1;
      Parameters:
      value - The name to set.
      Returns:
      This builder for chaining.

    • 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][google.cloud.aiplatform.v1.ExplanationMetadata.inputs].
      string name = 1;
      Returns:
      This builder for chaining.

    • setNameBytes

      public FeatureNoiseSigma.NoiseSigmaForFeature.Builder setNameBytes(com.google.protobuf.ByteString value)
       The name of the input feature for which noise sigma is provided. The
 features are defined in
 [explanation metadata
 inputs][google.cloud.aiplatform.v1.ExplanationMetadata.inputs].
      string name = 1;
      Parameters:
      value - The bytes for name to set.
      Returns:
      This builder for chaining.

    • 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][google.cloud.aiplatform.v1.SmoothGradConfig.noise_sigma]
 but represents the noise added to the current feature. Defaults to 0.1.
      float sigma = 2;
      Specified by:
      getSigma in interface FeatureNoiseSigma.NoiseSigmaForFeatureOrBuilder
      Returns:
      The sigma.

    • setSigma

      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][google.cloud.aiplatform.v1.SmoothGradConfig.noise_sigma]
 but represents the noise added to the current feature. Defaults to 0.1.
      float sigma = 2;
      Parameters:
      value - The sigma to set.
      Returns:
      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][google.cloud.aiplatform.v1.SmoothGradConfig.noise_sigma]
 but represents the noise added to the current feature. Defaults to 0.1.
      float sigma = 2;
      Returns:
      This builder for chaining.