code: def __init__(self, methodName):  # pylint: disable=invalid-name
      super(TfFunctionTest, self).__init__(methodName)
      self._profile_strategy = "Range"
      self._trt_engine_op_count_offset = 0
      self._test_conversion_params = {
          "_tftrt_convert_function": True,
          "_tftrt_trt_logger_name": "DefaultLogger",
          "_tftrt_max_batch_size": 10,
          "_tftrt_max_workspace_size_bytes": (
              trt_convert.DEFAULT_TRT_MAX_WORKSPACE_SIZE_BYTES
          ),
          "_tftrt_precision_mode": "FP16",
          "_tftrt_minimum_segment_size": 2,
          "_tftrt_is_dyn_op": True,
          "_tftrt_max_cached_engines": 1,
          "_tftrt_use_calibration": False,
          "_tftrt_use_implicit_batch": True,
          "_tftrt_profile_strategy": self._profile_strategy,
          "_tftrt_allow_build_at_runtime": False,
      }
      self._is_v2 = False
  
imports: import itertools
  import os
  from tensorflow.core.framework import attr_value_pb2
  from tensorflow.core.protobuf import saved_model_pb2
  from tensorflow.python.compiler.tensorrt import trt_convert
  from tensorflow.python.compiler.tensorrt.test import tf_trt_integration_test_base
  from tensorflow.python.compiler.tensorrt.test.tf_trt_integration_test_base import GraphState
  from tensorflow.python.compiler.tensorrt.test.tf_trt_integration_test_base import IsQuantizationWithCalibration
  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 tensor_spec
  from tensorflow.python.lib.io import file_io
  from tensorflow.python.ops import array_ops
  from tensorflow.python.ops import nn
  from tensorflow.python.ops import nn_ops
  from tensorflow.python.platform import test
  from tensorflow.python.platform import tf_logging
  from tensorflow.python.saved_model import constants
  from tensorflow.python.saved_model import loader_impl
  from tensorflow.python.util import compat
label_desc: Use image node_id 1 to create a new TfFunctionTest object from inherited base classes: trt_test with example: obj = TfFunctionTest(methodName)