code: def _compareCpu(self, x, p, conjugate=False):
      if p is None:
          rank = x.ndim
          perm = (rank - 1) - np.arange(rank)
      else:
          perm = p
      np_ans = self._np_transpose(x, perm)
      if conjugate:
          np_ans = np.conj(np_ans)
      with self.cached_session(use_gpu=False):
          inx = ops.convert_to_tensor(x)
          y = array_ops.transpose(inx, p, conjugate=conjugate)
          tf_ans = self.evaluate(y)
          self.assertShapeEqual(np_ans, y)
          self.assertAllEqual(np_ans, tf_ans)
  
          jacob_t = None
          # Gradient check on CPU.
          if x.dtype in [np.float32, np.complex64]:
              jacob_t, jacob_n = gradient_checker_v2.compute_gradient(
                  lambda x: array_ops.transpose(
                      x, p, conjugate=conjugate
                  ),
                  [inx],
              )
              self.assertAllClose(jacob_t, jacob_n, 1e-3, 1e-3)
          elif x.dtype in [np.float64, np.complex128]:
              jacob_t, jacob_n = gradient_checker_v2.compute_gradient(
                  lambda x: array_ops.transpose(
                      x, p, conjugate=conjugate
                  ),
                  [inx],
              )
              self.assertAllClose(jacob_t, jacob_n, 1e-6, 1e-6)
  
          return tf_ans, jacob_t
  
imports: import itertools
  import numpy
  from tensorflow.python.eager import def_function
  from tensorflow.python.framework import constant_op
  from tensorflow.python.framework import dtypes
  from tensorflow.python.framework import errors
  from tensorflow.python.framework import ops
  from tensorflow.python.framework import tensor_shape
  from tensorflow.python.framework import tensor_spec
  from tensorflow.python.ops import array_ops
  from tensorflow.python.ops import gradient_checker_v2
  from tensorflow.python.platform import test
label_desc: Use image node_id 2 for calling the TransposeTest obj's underlying member method code with example usage: obj._compareCpu(x, p, conjugate) and returns: tf_ans,  jacob_t