code: def test_impl(self, ad="simple"):
      call_tf = CALL_TF_IMPLEMENTATIONS[ad]
  
      def f_jax(x):
          return jnp.sin(x)
  
      def f_outside(x):
          return call_tf(tf.math.sin, x, result_shape=x)
  
      res = f_outside(3.0)
      self.assertAllClose(f_jax(3.0), res)
      self.assertAllClose(f_jax(3.0), jax.jit(f_outside)(3.0))
  
imports: from typing import Callable
  import unittest
  from absl.testing import absltest
  from absl.testing import parameterized
  import jax
  from jax import config
  from jax import numpy
  from jax._src import test_util
  from jax._src import xla_bridge
  from jax.experimental import host_callback
  import numpy
label_desc: Use image node_id 2 for calling the CallToTFTest obj's underlying member method code with example usage: obj.test_impl(ad) and returns: jnp, call_tf