Google Cloud Ai Platform V1 Client - Class Algorithm (0.16.0)

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
NameDescription
value mixed

value

Parameter
NameDescription
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;