import tensorflow as tf

        end = timer()
        timings.append(end - start)

    tf.logging.set_verbosity(tf.logging.INFO)

    print("Timing total: %f s, average: %f s, minimum: %f s" % (np.sum(timings), np.mean(timings), np.min(timings)))
