code: def make_random_standard_normal_tests(options):
      """Make a set of tests to do random_standard_normal."""
  
      test_parameters = [
          {
              "input_shape": [[1]],
              "input_dtype": [tf.int32],
              "shape": [[10]],
              "seed": [None, 0, 1234],
              "seed2": [0, 5678],
              "dtype": [tf.float32],
          },
          {
              "input_shape": [[3]],
              "input_dtype": [tf.int32],
              "shape": [[2, 3, 4]],
              "seed": [0, 1234],
              "seed2": [None, 0, 5678],
              "dtype": [tf.float32],
          },
      ]
  
      def build_graph(parameters):
          """Build the op testing graph."""
          tf.compat.v1.set_random_seed(seed=parameters["seed"])
          input_value = tf.compat.v1.placeholder(
              name="shape",
              shape=parameters["input_shape"],
              dtype=parameters["input_dtype"],
          )
          out = tf.random.normal(
              shape=input_value,
              dtype=parameters["dtype"],
              seed=parameters["seed2"],
          )
          return [input_value], [out]
  
      def build_inputs(parameters, sess, inputs, outputs):
          input_value = create_tensor_data(
              parameters["input_dtype"],
              parameters["input_shape"],
              min_value=1,
              max_value=10,
          )
          return [input_value], sess.run(
              outputs, feed_dict=dict(zip(inputs, [input_value]))
          )
  
      make_zip_of_tests(
          options, test_parameters, build_graph, build_inputs
      )
  
file_path: tensorflow-upstream/tensorflow/lite/testing/op_tests/random_standard_normal.py
imports: from __future__ import absolute_import
  from __future__ import division
  from __future__ import print_function
  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_random_standard_normal_tests(options) and returns: list,  list, list,  sess