Cloud AI Platform v1beta1 API - Enum StudySpec.Types.ObservationNoise (1.0.0-beta09) 

public enum StudySpec.Types.ObservationNoise

Reference documentation and code samples for the Cloud AI Platform v1beta1 API enum StudySpec.Types.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.V1Beta1

Assembly

Google.Cloud.AIPlatform.V1Beta1.dll

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.
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.