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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
value
mixed
value
name
mixed
Constants
ALGORITHM_UNSPECIFIED
Value: 0
The default algorithm used by Vertex AI for hyperparameter tuning and Vertex AI Vizier .
Generated from protobuf enum ALGORITHM_UNSPECIFIED = 0;
GRID_SEARCH
Value: 2
Simple 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: 3
Simple random search within the feasible space.
Generated from protobuf enum RANDOM_SEARCH = 3;