Google Cloud Ai Platform V1 Client - Class Algorithm (0.17.0)
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Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class Algorithm.
The available search algorithms for the Study.
Protobuf type google.cloud.aiplatform.v1.StudySpec.Algorithm
Methods
name
| Parameter | |
|---|---|
| Name | Description |
value |
mixed
|
value
| Parameter | |
|---|---|
| Name | Description |
name |
mixed
|
Constants
ALGORITHM_UNSPECIFIED
Value: 0The default algorithm used by Vertex AI for hyperparameter tuning and Vertex AI Vizier.
Generated from protobuf enum ALGORITHM_UNSPECIFIED = 0;
GRID_SEARCH
Value: 2Simple grid search within the feasible space. To use grid search,
all parameters must be INTEGER, CATEGORICAL, or DISCRETE.
Generated from protobuf enum GRID_SEARCH = 2;
RANDOM_SEARCH
Value: 3Simple random search within the feasible space.
Generated from protobuf enum RANDOM_SEARCH = 3;