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automl = TabularAutoML(task=task, timeout=TIMEOUT, cpu_limit=N_THREADS, reader_params={'n_jobs': N_THREADS, 'cv': N_FOLDS, 'random_state': RANDOM_STATE}, general_params={'use_algos': [['linear_l2', 'cb', 'lgb', 'lgb_tuned']]}, lgb_params={'default_params': lgb_params, 'freeze_defaults': True}, cb_params={'default_params': cb_params, 'freeze_defaults': True}, verbose=2)