Enum StudySpec.ObservationNoise (3.15.0)

Version 3.15.0

• 3.52.0 (latest)
• 3.50.0
• 3.49.0
• 3.48.0
• 3.47.0
• 3.46.0
• 3.45.0
• 3.44.0
• 3.43.0
• 3.42.0
• 3.41.0
• 3.40.0
• 3.38.0
• 3.37.0
• 3.36.0
• 3.35.0
• 3.34.0
• 3.33.0
• 3.32.0
• 3.31.0
• 3.30.0
• 3.29.0
• 3.28.0
• 3.25.0
• 3.24.0
• 3.23.0
• 3.22.0
• 3.21.0
• 3.20.0
• 3.19.0
• 3.18.0
• 3.17.0
• 3.16.0
• 3.15.0
• 3.14.0
• 3.13.0
• 3.12.0
• 3.11.0
• 3.10.0
• 3.9.0
• 3.8.0
• 3.7.0
• 3.6.0
• 3.5.0
• 3.4.2
• 3.3.0
• 3.2.0
• 3.0.0
• 2.9.8
• 2.8.9
• 2.7.4
• 2.5.3
• 2.4.0

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.v1.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()