Module gapi_grpc::google::cloud::aiplatform::v1::study_spec [−][src]
Modules
| metric_spec | |
| parameter_spec |
Structs
| MetricSpec | Represents a metric to optimize. |
| ParameterSpec | Represents a single parameter to optimize. |
Enums
| Algorithm | The available search algorithms for the Study. |
| MeasurementSelectionType | This indicates which measurement to use if/when the service automatically selects the final measurement from previously reported intermediate measurements. Choose this based on two considerations: A) Do you expect your measurements to monotonically improve? If so, choose LAST_MEASUREMENT. On the other hand, if you’re in a situation where your system can “over-train” and you expect the performance to get better for a while but then start declining, choose BEST_MEASUREMENT. B) Are your measurements significantly noisy and/or irreproducible? If so, BEST_MEASUREMENT will tend to be over-optimistic, and it may be better to choose LAST_MEASUREMENT. If both or neither of (A) and (B) apply, it doesn’t matter which selection type is chosen. |
| ObservationNoise | Describes the noise level of the repeated observations. |