driver.py 文件源码

def main():
    args = parse_cli()
    config = yread(args.conf)

    # sample parameters
    param_space = get_param_space()
    param_iter = ParameterSampler(param_space, n_iter=config['number_examples'])

    # create MongoDB collection
    jobs = JobsDB(config['project_name'],
                  config['experiment_name'],
                  host=config['MongoDB']['host'],
                  port=config['MongoDB']['port'])
    jobs.create_jobs(None, param_iter)