def METHOD_NAME(x, y, stddev):
  """Computes exact RBF kernel given input tensors x and y and stddev."""
  diff = math_ops.subtract(x, y)
  diff_squared_norm = _inner_product(diff, diff)
  return math_ops.exp(-diff_squared_norm / (2 * stddev * stddev))