if not all(tensor_util.is_tf_type(v) for v in all_inputs):
        raise ValueError('Do not pass inputs that mix Numpy arrays and '
                         'TensorFlow tensors. '
                         'You passed: x=' + str(orig_inputs) +
                         '; y=' + str(orig_target))