Python get_search_iteration_manager примеры использования

Пример #1

Файл: test_iteration_managers.py Проект: yu-iskw/polyaxon

    def test_get_search_iteration_manager(self):
        # Grid search
        experiment_group = ExperimentGroupFactory()
        assert isinstance(get_search_iteration_manager(experiment_group), BaseIterationManager)

        # Random search
        experiment_group = ExperimentGroupFactory(
            content=experiment_group_spec_content_early_stopping)
        assert isinstance(get_search_iteration_manager(experiment_group), BaseIterationManager)

        # Hyperband
        experiment_group = ExperimentGroupFactory(
            content=experiment_group_spec_content_hyperband)
        assert isinstance(get_search_iteration_manager(experiment_group), HyperbandIterationManager)

        # BO
        experiment_group = ExperimentGroupFactory(
            content=experiment_group_spec_content_bo)
        assert isinstance(get_search_iteration_manager(experiment_group), BOIterationManager)

Пример #2

Файл: test_iteration_managers.py Проект: ttsvetanov/polyaxon

    def test_get_search_iteration_manager(self):
        # Grid search
        experiment_group = ExperimentGroupFactory()
        assert get_search_iteration_manager(experiment_group) is None

        # Random search
        experiment_group = ExperimentGroupFactory(
            content=experiment_group_spec_content_early_stopping)
        assert get_search_iteration_manager(experiment_group) is None

        # Hyperband
        experiment_group = ExperimentGroupFactory(
            content=experiment_group_spec_content_hyperband)
        assert isinstance(get_search_iteration_manager(experiment_group), HyperbandIterationManager)

        # BO
        experiment_group = ExperimentGroupFactory(
            content=experiment_group_spec_content_bo)
        assert isinstance(get_search_iteration_manager(experiment_group), BOIterationManager)

Пример #3

    def iteration_manager(self):
        from hpsearch.iteration_managers import get_search_iteration_manager

        return get_search_iteration_manager(experiment_group=self)