Send feedback
Cloud AI Platform v1beta1 API - Enum StudySpec.Types.ObservationNoise (1.0.0-beta10)
Stay organized with collections
Save and categorize content based on your preferences.
Version 1.0.0-beta10 keyboard_arrow_down
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.
Send feedback
Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License , and code samples are licensed under the Apache 2.0 License . For details, see the Google Developers Site Policies . Java is a registered trademark of Oracle and/or its affiliates.
Last updated 2024-12-06 UTC.
Need to tell us more?
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2024-12-06 UTC."],[],[]]