Package com.google.cloud.aiplatform.v1

Interface FeatureNoiseSigma.NoiseSigmaForFeatureOrBuilder

    • Method Summary

      All Methods Instance Methods Abstract Methods 
      Modifier and Type Method Description
      String getName()
      The name of the input feature for which noise sigma is provided.
      com.google.protobuf.ByteString getNameBytes()
      The name of the input feature for which noise sigma is provided.
      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.

      • Methods inherited from interface com.google.protobuf.MessageLiteOrBuilder

        isInitialized

      • Methods inherited from interface com.google.protobuf.MessageOrBuilder

        findInitializationErrors, getAllFields, getDefaultInstanceForType, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

    • Method Detail

      • getName

        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;
        Returns:
        The name.

      • getNameBytes

        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;
        Returns:
        The bytes for name.

      • getSigma

        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;
        Returns:
        The sigma.