def create(experiment_group): if SearchAlgorithms.is_grid(experiment_group.search_algorithm): auditor.record(event_type=EXPERIMENT_GROUP_GRID, instance=experiment_group) return grid.create(experiment_group=experiment_group) elif SearchAlgorithms.is_random(experiment_group.search_algorithm): auditor.record(event_type=EXPERIMENT_GROUP_RANDOM, instance=experiment_group) return random.create(experiment_group=experiment_group) elif SearchAlgorithms.is_hyperband(experiment_group.search_algorithm): auditor.record(event_type=EXPERIMENT_GROUP_HYPERBAND, instance=experiment_group) return hyperband.create(experiment_group=experiment_group) elif SearchAlgorithms.is_bo(experiment_group.search_algorithm): auditor.record(event_type=EXPERIMENT_GROUP_BO, instance=experiment_group) return bo.create(experiment_group=experiment_group) return None
def create(experiment_group): if SearchAlgorithms.is_grid(experiment_group.search_algorithm): auditor.record(event_type=EXPERIMENT_GROUP_GRID, instance=experiment_group) return grid.create(experiment_group=experiment_group) elif SearchAlgorithms.is_random(experiment_group.search_algorithm): auditor.record(event_type=EXPERIMENT_GROUP_RANDOM, instance=experiment_group) return random.create(experiment_group=experiment_group) elif SearchAlgorithms.is_hyperband(experiment_group.search_algorithm): auditor.record(event_type=EXPERIMENT_GROUP_HYPERBAND, instance=experiment_group) return hyperband.create(experiment_group=experiment_group) elif SearchAlgorithms.is_bo(experiment_group.search_algorithm): auditor.record(event_type=EXPERIMENT_GROUP_BO, instance=experiment_group) return bo.create(experiment_group=experiment_group) return None