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Class ObservationNoise (1.30.1)
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Version 1.30.1 keyboard_arrow_down
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.
Values:
OBSERVATION_NOISE_UNSPECIFIED (0):
The default noise level chosen by Vertex AI.
LOW (1):
Vertex AI assumes that the objective function
is (nearly) perfectly reproducible, and will
never repeat the same Trial parameters.
HIGH (2):
Vertex AI will estimate the amount of noise
in metric evaluations, it may repeat the same
Trial parameters more than once.
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Last updated 2024-09-25 UTC.
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},{
"type": "thumb-down",
"id": "incorrectInformationOrSampleCode",
"label":"Incorrect information or sample code"
},{
"type": "thumb-down",
"id": "missingTheInformationSamplesINeed",
"label":"Missing the information/samples I need"
},{
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"id": "otherDown",
"label":"Other"
}]
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},{
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}]
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{"lastModified": "Last updated 2024-09-25 UTC."}
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