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hyperparameter tuning depends on NUM_TRIALS From the official documentation: “To use hyperparameter tuning, set the [`NUM_TRIALS` option](#num_trials) to the number of trials that you want to run.”
NUM_TRIALS is part of CREATE MODEL statement From the official documentation: “For these types of models, hyperparameter tuning is enabled when you specify a value for the [`NUM_TRIALS` option](/bigquery/docs/reference/standard-sql/bigqueryml-syntax-create#num_trials) in the [`CREATE MODEL`…”