Cloud AI Platform v1 API - Enum StudySpec.Types.ObservationNoise (3.0.0)
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public enum StudySpec.Types.ObservationNoise
Reference documentation and code samples for the Cloud AI Platform v1 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.V1
Assembly
Google.Cloud.AIPlatform.V1.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.
|
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Last updated 2024-09-26 UTC.
[{
"type": "thumb-down",
"id": "hardToUnderstand",
"label":"Hard to understand"
},{
"type": "thumb-down",
"id": "incorrectInformationOrSampleCode",
"label":"Incorrect information or sample code"
},{
"type": "thumb-down",
"id": "missingTheInformationSamplesINeed",
"label":"Missing the information/samples I need"
},{
"type": "thumb-down",
"id": "otherDown",
"label":"Other"
}]
[{
"type": "thumb-up",
"id": "easyToUnderstand",
"label":"Easy to understand"
},{
"type": "thumb-up",
"id": "solvedMyProblem",
"label":"Solved my problem"
},{
"type": "thumb-up",
"id": "otherUp",
"label":"Other"
}]
{"lastModified": "Last updated 2024-09-26 UTC."}
[[["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 2024-09-26 UTC."]]