Enum StudySpec.Types.ObservationNoise (1.5.0) 

public enum ObservationNoise

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.

Namespace

Google.Cloud.AIPlatform.V1

Assembly

Google.Cloud.AIPlatform.V1.dll

Fields

NameDescription
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.

Unspecified

The default noise level chosen by Vertex AI.