Package com.google.cloud.aiplatform.v1

Enum StudySpec.ObservationNoise

java.lang.Object
java.lang.Enum<StudySpec.ObservationNoise>
com.google.cloud.aiplatform.v1.StudySpec.ObservationNoise
All Implemented Interfaces:
com.google.protobuf.Internal.EnumLite, com.google.protobuf.ProtocolMessageEnum, Serializable, Comparable<StudySpec.ObservationNoise>
Enclosing class:
StudySpec
public static enum StudySpec.ObservationNoise extends Enum<StudySpec.ObservationNoise> implements com.google.protobuf.ProtocolMessageEnum
 Describes the noise level of the repeated observations.

 "Noisy" means that the repeated observations with the same Trial parameters
 may lead to different metric evaluations.
Protobuf enum google.cloud.aiplatform.v1.StudySpec.ObservationNoise

  • Enum Constant Details

    • OBSERVATION_NOISE_UNSPECIFIED

      public static final StudySpec.ObservationNoise OBSERVATION_NOISE_UNSPECIFIED
       The default noise level chosen by Vertex AI.
      OBSERVATION_NOISE_UNSPECIFIED = 0;

    • LOW

      public static final StudySpec.ObservationNoise LOW
       Vertex AI assumes that the objective function is (nearly)
 perfectly reproducible, and will never repeat the same Trial
 parameters.
      LOW = 1;

    • HIGH

      public static final StudySpec.ObservationNoise HIGH
       Vertex AI will estimate the amount of noise in metric
 evaluations, it may repeat the same Trial parameters more than once.
      HIGH = 2;

    • UNRECOGNIZED

      public static final StudySpec.ObservationNoise UNRECOGNIZED

  • Field Details

    • OBSERVATION_NOISE_UNSPECIFIED_VALUE

      public static final int OBSERVATION_NOISE_UNSPECIFIED_VALUE
       The default noise level chosen by Vertex AI.
      OBSERVATION_NOISE_UNSPECIFIED = 0;
      See Also:

    • LOW_VALUE

      public static final int LOW_VALUE
       Vertex AI assumes that the objective function is (nearly)
 perfectly reproducible, and will never repeat the same Trial
 parameters.
      LOW = 1;
      See Also:

    • HIGH_VALUE

      public static final int HIGH_VALUE
       Vertex AI will estimate the amount of noise in metric
 evaluations, it may repeat the same Trial parameters more than once.
      HIGH = 2;
      See Also:

  • Method Details

    • values

      public static StudySpec.ObservationNoise[] values()
      Returns an array containing the constants of this enum type, in the order they are declared.
      Returns:
      an array containing the constants of this enum type, in the order they are declared

    • valueOf

      public static StudySpec.ObservationNoise valueOf(String name)
      Returns the enum constant of this type with the specified name. The string must match exactly an identifier used to declare an enum constant in this type. (Extraneous whitespace characters are not permitted.)
      Parameters:
      name - the name of the enum constant to be returned.
      Returns:
      the enum constant with the specified name
      Throws:
      IllegalArgumentException - if this enum type has no constant with the specified name
      NullPointerException - if the argument is null

    • getNumber

      public final int getNumber()
      Specified by:
      getNumber in interface com.google.protobuf.Internal.EnumLite
      Specified by:
      getNumber in interface com.google.protobuf.ProtocolMessageEnum

    • valueOf

      @Deprecated public static StudySpec.ObservationNoise valueOf(int value)
      Deprecated.
      Returns the enum constant of this type with the specified name. The string must match exactly an identifier used to declare an enum constant in this type. (Extraneous whitespace characters are not permitted.)
      Parameters:
      value - the name of the enum constant to be returned.
      Returns:
      the enum constant with the specified name
      Throws:
      IllegalArgumentException - if this enum type has no constant with the specified name
      NullPointerException - if the argument is null

    • forNumber

      public static StudySpec.ObservationNoise forNumber(int value)
      Parameters:
      value - The numeric wire value of the corresponding enum entry.
      Returns:
      The enum associated with the given numeric wire value.

    • internalGetValueMap

      public static com.google.protobuf.Internal.EnumLiteMap<StudySpec.ObservationNoise> internalGetValueMap()

    • getValueDescriptor

      public final com.google.protobuf.Descriptors.EnumValueDescriptor getValueDescriptor()
      Specified by:
      getValueDescriptor in interface com.google.protobuf.ProtocolMessageEnum

    • getDescriptorForType

      public final com.google.protobuf.Descriptors.EnumDescriptor getDescriptorForType()
      Specified by:
      getDescriptorForType in interface com.google.protobuf.ProtocolMessageEnum

    • getDescriptor

      public static com.google.protobuf.Descriptors.EnumDescriptor getDescriptor()

    • valueOf

      public static StudySpec.ObservationNoise valueOf(com.google.protobuf.Descriptors.EnumValueDescriptor desc)
      Returns the enum constant of this type with the specified name. The string must match exactly an identifier used to declare an enum constant in this type. (Extraneous whitespace characters are not permitted.)
      Parameters:
      desc - the name of the enum constant to be returned.
      Returns:
      the enum constant with the specified name
      Throws:
      IllegalArgumentException - if this enum type has no constant with the specified name
      NullPointerException - if the argument is null