Google Cloud Ai Platform V1 Client - Class Algorithm (0.19.0)

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

Namespace

Google \ Cloud \ AIPlatform \ V1 \ StudySpec

Methods

static::name

Parameter
NameDescription
value mixed

static::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;