com.google.cloud.aiplatform.v1beta1

Enum StudySpec.ObservationNoise

java.lang.Object

java.lang.Enum<StudySpec.ObservationNoise>

com.google.cloud.aiplatform.v1beta1.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.v1beta1.StudySpec.ObservationNoise

Enum Constant Summary

Enum Constants

Enum Constant and Description
HIGH Vertex AI will estimate the amount of noise in metric evaluations, it may repeat the same Trial parameters more than once.
LOW Vertex AI assumes that the objective function is (nearly) perfectly reproducible, and will never repeat the same Trial parameters.
OBSERVATION_NOISE_UNSPECIFIED The default noise level chosen by Vertex AI.
UNRECOGNIZED

Field Summary

Fields

Modifier and Type	Field and Description
static int	HIGH_VALUE Vertex AI will estimate the amount of noise in metric evaluations, it may repeat the same Trial parameters more than once.
static int	LOW_VALUE Vertex AI assumes that the objective function is (nearly) perfectly reproducible, and will never repeat the same Trial parameters.
static int	OBSERVATION_NOISE_UNSPECIFIED_VALUE The default noise level chosen by Vertex AI.

Method Summary

Modifier and Type	Method and Description
static StudySpec.ObservationNoise	forNumber(int value)
static com.google.protobuf.Descriptors.EnumDescriptor	getDescriptor()
com.google.protobuf.Descriptors.EnumDescriptor	getDescriptorForType()
int	getNumber()
com.google.protobuf.Descriptors.EnumValueDescriptor	getValueDescriptor()
static com.google.protobuf.Internal.EnumLiteMap<StudySpec.ObservationNoise>	internalGetValueMap()
static StudySpec.ObservationNoise	valueOf(com.google.protobuf.Descriptors.EnumValueDescriptor desc)
static StudySpec.ObservationNoise	valueOf(int value) Deprecated. Use forNumber(int) instead.
static StudySpec.ObservationNoise	valueOf(String name) Returns the enum constant of this type with the specified name.
static StudySpec.ObservationNoise[]	values() Returns an array containing the constants of this enum type, in the order they are declared.

Methods inherited from class java.lang.Enum

clone, compareTo, equals, finalize, getDeclaringClass, hashCode, name, ordinal, toString, valueOf

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Enum Constant Detail

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 Detail

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:

Constant Field Values

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:

Constant Field Values

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:

Constant Field Values

Method Detail

values

public static StudySpec.ObservationNoise[] values()

Returns an array containing the constants of this enum type, in the order they are declared. This method may be used to iterate over the constants as follows:

for (StudySpec.ObservationNoise c : StudySpec.ObservationNoise.values())
    System.out.println(c);

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. Use forNumber(int) instead.

Parameters:

value - The numeric wire value of the corresponding enum entry.

Returns:

The enum associated with the given numeric wire value.

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 final com.google.protobuf.Descriptors.EnumDescriptor getDescriptor()

valueOf

public static StudySpec.ObservationNoise valueOf(com.google.protobuf.Descriptors.EnumValueDescriptor desc)