Google Cloud Ai Platform V1 Client - Class ObservationNoise (1.7.0)
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Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class 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.
Protobuf type google.cloud.aiplatform.v1.StudySpec.ObservationNoise
Namespace
Google \ Cloud \ AIPlatform \ V1 \ StudySpec
Methods
Parameter |
Name |
Description |
value |
mixed
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Parameter |
Name |
Description |
name |
mixed
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Constants
The default noise level chosen by Vertex AI.
Generated from protobuf enum OBSERVATION_NOISE_UNSPECIFIED = 0;
Vertex AI assumes that the objective function is (nearly)
perfectly reproducible, and will never repeat the same Trial
parameters.
Generated from protobuf enum LOW = 1;
Vertex AI will estimate the amount of noise in metric
evaluations, it may repeat the same Trial parameters more than once.
Generated from protobuf enum HIGH = 2;
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Last updated 2024-10-05 UTC.
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{"lastModified": "Last updated 2024-10-05 UTC."}
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