public enum StudySpec.ObservationNoise extends Enum<StudySpec.ObservationNoise> implements ProtocolMessageEnumDescribes 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 enum google.cloud.aiplatform.v1beta1.StudySpec.ObservationNoise
Implements
ProtocolMessageEnumStatic 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. |
| HIGH_VALUE | 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. |
| LOW_VALUE | Vertex AI assumes that the objective function is (nearly) perfectly reproducible, and will never repeat the same Trial parameters. |
| OBSERVATION_NOISE_UNSPECIFIED | The default noise level chosen by Vertex AI. |
| OBSERVATION_NOISE_UNSPECIFIED_VALUE | The default noise level chosen by Vertex AI. |
| UNRECOGNIZED |
Static Methods
| Name | Description |
| forNumber(int value) | |
| getDescriptor() | |
| internalGetValueMap() | |
| valueOf(Descriptors.EnumValueDescriptor desc) | |
| valueOf(int value) | Deprecated. Use #forNumber(int) instead. |
| valueOf(String name) | |
| values() |
Methods
| Name | Description |
| getDescriptorForType() | |
| getNumber() | |
| getValueDescriptor() |