code: def setup_gpus():
      for gpu_instance in tf.config.list_physical_devices("GPU"):
          tf.config.experimental.set_memory_growth(gpu_instance, True)
      tf.config.set_soft_device_placement(True)
  
imports: from typing import Text, Tuple, Union
  import tensorflow
  import argparse
  import tensorflow.compat.v1
  from enum import Enum
  from collections import namedtuple
  from tensorflow.python.eager import tape
  from tensorflow.python.tpu import tpu_function
label_desc: Use image node_id 2 for calling a global function with example usage: setup_gpus() without return types