code: def make_reverse_sequence_tests(options):
      """Make a set of tests to do reverse_sequence."""
  
      test_parameters = [
          {
              "input_dtype": [tf.float32, tf.int32, tf.int64],
              "input_shape": [[8, 4, 5, 5, 6], [4, 4, 3, 5]],
              "seq_lengths": [[2, 2, 2, 2], [2, 1, 1, 0]],
              "seq_axis": [0, 3],
              "batch_axis": [1],
          },
          {
              "input_dtype": [tf.float32],
              "input_shape": [[2, 4, 5, 5, 6]],
              "seq_lengths": [[2, 1]],
              "seq_axis": [2],
              "batch_axis": [0],
          },
          {
              "input_dtype": [tf.float32],
              "input_shape": [[4, 2]],
              "seq_lengths": [[3, 1]],
              "seq_axis": [0],
              "batch_axis": [1],
          },
      ]
  
      def build_graph(parameters):
          """Build the graph for reverse_sequence tests."""
          input_value = tf.compat.v1.placeholder(
              dtype=parameters["input_dtype"],
              name="input",
              shape=parameters["input_shape"],
          )
          outs = tf.reverse_sequence(
              input=input_value,
              seq_lengths=parameters["seq_lengths"],
              batch_axis=parameters["batch_axis"],
              seq_axis=parameters["seq_axis"],
          )
          return [input_value], [outs]
  
      def build_inputs(parameters, sess, inputs, outputs):
          input_value = create_tensor_data(
              parameters["input_dtype"], parameters["input_shape"]
          )
          return [input_value], sess.run(
              outputs, feed_dict=dict(zip(inputs, [input_value]))
          )
  
      make_zip_of_tests(
          options, test_parameters, build_graph, build_inputs
      )
  
imports: import tensorflow
  from tensorflow.lite.testing.zip_test_utils import create_tensor_data
  from tensorflow.lite.testing.zip_test_utils import make_zip_of_tests
  from tensorflow.lite.testing.zip_test_utils import register_make_test_function
label_desc: Use image node_id 1 for calling a global function with example usage: make_reverse_sequence_tests(options) and returns: list,  list, list,  sess