Google Cloud Ai Platform V1 Client - Class Algorithm (1.13.1)

Version latest

• 1.13.1 (latest)
• 1.13.0
• 1.12.0
• 1.11.0
• 1.10.0
• 1.9.0
• 1.8.0
• 1.7.0
• 1.6.0
• 1.5.0
• 1.4.0
• 1.3.0
• 1.2.0
• 1.1.0
• 1.0.0
• 0.39.0
• 0.38.0
• 0.37.1
• 0.32.0
• 0.31.0
• 0.30.0
• 0.29.0
• 0.28.0
• 0.27.0
• 0.26.2
• 0.25.0
• 0.24.0
• 0.23.0
• 0.22.0
• 0.21.0
• 0.20.0
• 0.19.0
• 0.18.0
• 0.17.0
• 0.16.0
• 0.15.0
• 0.13.0
• 0.12.0
• 0.11.1
• 0.10.0

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
Name	Description
value	mixed

static::value

Parameter
Name	Description
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;