def METHOD_NAME(samples):
  scale = math_ops.exp(affine_bijector.forward(samples))
  return independent_lib.Independent(
      normal_lib.Normal(loc=0., scale=scale, validate_args=True),
      reinterpreted_batch_ndims=1)