Function _get_diff_for_monotonic_comparison

tensorflow/python/ops/check_ops.py:1856–1869

Gets the difference x[1:] - x[:-1].

(x)

# pylint: disable=line-too-long
def _get_diff_for_monotonic_comparison(x):
  """Gets the difference x[1:] - x[:-1]."""
  x = array_ops.reshape(x, [-1])
  if not is_numeric_tensor(x):
    raise TypeError('Expected x to be numeric, instead found: %s' % x)

  # If x has less than 2 elements, there is nothing to compare.  So return [].
  is_shorter_than_two = math_ops.less(array_ops.size(x), 2)
  short_result = lambda: ops.convert_to_tensor([], dtype=x.dtype)

  # With 2 or more elements, return x[1:] - x[:-1]
  s_len = array_ops.shape(x) - 1
  diff = lambda: array_ops.strided_slice(x, [1], [1] + s_len)- array_ops.strided_slice(x, [0], s_len)
  return control_flow_ops.cond(is_shorter_than_two, short_result, diff)


@tf_export(