import tensorflow as tf

        td = 0
        with tf.device("/gpu:0"):
            conv = nn_ops.conv3d(d1, d2, strides, padding)
        with tf.Session(config=config) as sess:
            t22 = time.time()
            expected = sess.run(conv)
