Class Algorithm (1.48.0)

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Algorithm(value)

The available search algorithms for the Study.

Values: ALGORITHM_UNSPECIFIED (0): The default algorithm used by Vertex AI for hyperparameter tuning <https://cloud.google.com/vertex-ai/docs/training/hyperparameter-tuning-overview> and Vertex AI Vizier <https://cloud.google.com/vertex-ai/docs/vizier>. GRID_SEARCH (2): Simple grid search within the feasible space. To use grid search, all parameters must be INTEGER, CATEGORICAL, or DISCRETE. RANDOM_SEARCH (3): Simple random search within the feasible space.

Methods

Algorithm

Algorithm(value)

The available search algorithms for the Study.

Values: ALGORITHM_UNSPECIFIED (0): The default algorithm used by Vertex AI for hyperparameter tuning <https://cloud.google.com/vertex-ai/docs/training/hyperparameter-tuning-overview> and Vertex AI Vizier <https://cloud.google.com/vertex-ai/docs/vizier>. GRID_SEARCH (2): Simple grid search within the feasible space. To use grid search, all parameters must be INTEGER, CATEGORICAL, or DISCRETE. RANDOM_SEARCH (3): Simple random search within the feasible space.