Package com.google.cloud.aiplatform.v1beta1

Class FeatureNoiseSigma.NoiseSigmaForFeature.Builder

    • Method Detail

      • getDescriptor

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

      • internalGetFieldAccessorTable

        protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
        Specified by:
        internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3.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.GeneratedMessageV3.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

      • isInitialized

        public final boolean isInitialized()
        Specified by:
        isInitialized in interface com.google.protobuf.MessageLiteOrBuilder
        Overrides:
        isInitialized in class com.google.protobuf.GeneratedMessageV3.Builder<FeatureNoiseSigma.NoiseSigmaForFeature.Builder>

      • 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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.SmoothGradConfig.noise_sigma]
 but represents the noise added to the current feature. Defaults to 0.1.
        float sigma = 2;
        Returns:
        This builder for chaining.