@test_util.run_deprecated_v1
  def test_dense(self):
    """Tests only dense inputs."""
    dense_inp_1 = constant_op.constant([['batch1-FC1-F1', 'batch1-FC1-F2'],
                                        ['batch2-FC1-F1', 'batch2-FC1-F2']],