code: def test_dynamic_model_auto_naming(self):
      print("-" * 20, "test_dynamic_model_auto_naming", "-" * 20)
      test_flag = True
  
      model_basic = basic_dynamic_model()
      model_basic_1 = basic_dynamic_model()
      model_basic_2 = basic_dynamic_model("basic_dynamic_model_2")
      model_basic_3 = basic_dynamic_model()
      model_basic_given_name = basic_dynamic_model("a_dynamic_model")
  
      self.assertEqual(model_basic.name, "basic_dynamic_model")
      self.assertEqual(model_basic.conv1.name, "conv1")
      self.assertEqual(model_basic_1.name, "basic_dynamic_model_1")
      self.assertEqual(model_basic_1.conv1.name, "conv1")
      self.assertEqual(model_basic_2.name, "basic_dynamic_model_2")
      self.assertEqual(model_basic_3.name, "basic_dynamic_model_3")
      self.assertEqual(model_basic_given_name.name, "a_dynamic_model")
  
      try:
          model_basic_given_repeat_name = basic_dynamic_model(
              "basic_dynamic_model_1"
          )
          test_flag = False
      except Exception as e:
          print(e)
      if not test_flag:
          self.fail("Failed to detect repeat user given names")
  
      model_nested = nested_dynamic_model()
      model_nested_1 = nested_dynamic_model(
          inner_model_name_1="a_inner_dynamic_model"
      )
  
      self.assertEqual(model_nested.name, "nested_dynamic_model")
      self.assertEqual(
          model_nested.inner_model_1.name, "basic_dynamic_model_4"
      )
      self.assertEqual(
          model_nested.inner_model_2.name, "basic_dynamic_model_5"
      )
      self.assertEqual(model_nested_1.name, "nested_dynamic_model_1")
      self.assertEqual(
          model_nested_1.inner_model_1.name, "a_inner_dynamic_model"
      )
      self.assertEqual(
          model_nested_1.inner_model_2.name, "basic_dynamic_model_6"
      )
  
      try:
          model_nested_given_repeat_name = nested_dynamic_model(
              inner_model_name_2="basic_dynamic_model_1"
          )
          test_flag = False
      except Exception as e:
          print(e)
      if not test_flag:
          self.fail("Failed to detect nested repeat user given names")
  
      try:
          model_nested_given_repeat_name_1 = nested_dynamic_model(
              name="basic_dynamic_model_5"
          )
          test_flag = False
      except Exception as e:
          print(e)
      if not test_flag:
          self.fail("Failed to detect nested repeat user given names")
  
imports: import os
  import unittest
  import numpy
  import tensorflow
  import tensorlayer
  from tensorlayer.layers import *
  from tensorlayer.models import *
  from tests.utils import CustomTestCase
label_desc: Use image node_id 3 for calling the Auto_Naming_Test obj's underlying member method code with example usage: obj.test_dynamic_model_auto_naming() without return types