Enum StudySpec.Algorithm (3.73.0) 

public enum StudySpec.Algorithm extends Enum<StudySpec.Algorithm> implements ProtocolMessageEnum

The available search algorithms for the Study.

Protobuf enum google.cloud.aiplatform.v1.StudySpec.Algorithm

Implements

ProtocolMessageEnum

Static Fields

Name Description
ALGORITHM_UNSPECIFIED

The default algorithm used by Vertex AI for hyperparameter tuning and Vertex AI Vizier.

ALGORITHM_UNSPECIFIED = 0;
ALGORITHM_UNSPECIFIED_VALUE

The default algorithm used by Vertex AI for hyperparameter tuning and Vertex AI Vizier.

ALGORITHM_UNSPECIFIED = 0;

Simple grid search within the feasible space. To use grid search, all parameters must be INTEGER, CATEGORICAL, or DISCRETE.

GRID_SEARCH = 2;
GRID_SEARCH_VALUE

Simple grid search within the feasible space. To use grid search, all parameters must be INTEGER, CATEGORICAL, or DISCRETE.

GRID_SEARCH = 2;

Simple random search within the feasible space.

RANDOM_SEARCH = 3;
RANDOM_SEARCH_VALUE

Simple random search within the feasible space.

RANDOM_SEARCH = 3;
UNRECOGNIZED

Static Methods

Name Description
forNumber(int value)
getDescriptor()
internalGetValueMap()
valueOf(Descriptors.EnumValueDescriptor desc)
valueOf(int value)

Deprecated. Use #forNumber(int) instead.
valueOf(String name)
values()

Methods

Name Description
getDescriptorForType()
getNumber()
getValueDescriptor()