Enum StudySpec.ObservationNoise (3.55.0)

Version 3.55.0

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public enum StudySpec.ObservationNoise extends Enum<StudySpec.ObservationNoise> implements 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

Implements

ProtocolMessageEnum

Inherited Members

Enum.<T>valueOf(Class<T>,String)

Enum.clone()

Enum.compareTo(E)

Enum.equals(Object)

Enum.finalize()

Enum.getDeclaringClass()

Enum.hashCode()

Enum.name()

Enum.ordinal()

Enum.toString()

Object.getClass()

Object.notify()

Object.notifyAll()

Object.wait()

Object.wait(long)

Object.wait(long,int)

Static Fields
Name	Description
HIGH	Vertex AI will estimate the amount of noise in metric evaluations, it may repeat the same Trial parameters more than once. HIGH = 2;
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;
LOW	Vertex AI assumes that the objective function is (nearly) perfectly reproducible, and will never repeat the same Trial parameters. LOW = 1;
LOW_VALUE	Vertex AI assumes that the objective function is (nearly) perfectly reproducible, and will never repeat the same Trial parameters. LOW = 1;
OBSERVATION_NOISE_UNSPECIFIED	The default noise level chosen by Vertex AI. OBSERVATION_NOISE_UNSPECIFIED = 0;
OBSERVATION_NOISE_UNSPECIFIED_VALUE	The default noise level chosen by Vertex AI. OBSERVATION_NOISE_UNSPECIFIED = 0;
UNRECOGNIZED

Static Methods
Name	Description
forNumber(int value)
getDescriptor()
internalGetValueMap()
valueOf(Descriptors.EnumValueDescriptor desc)
valueOf(int value)	Deprecated. Use #forNumber(int) instead.
valueOf(String name)
values()

Methods
Name	Description
getDescriptorForType()
getNumber()
getValueDescriptor()