def write_observed_configs(output_dir):
    for upper_tau, cfg in SETTINGS.observed_cfg_iter():
        out_path = os.path.join(output_dir, 
                'observed-{0}.cfg'.format(upper_tau))
        with open(out_path, 'w') as out:
            out.write(cfg)