code: def auto_shard_model_creator(config):
      model = create_auto_shard_model(config)
      model.compile(**create_auto_shard_compile_args(config))
      return model
  
imports: import math
  import os
  import shutil
  import tempfile
  import pytest
  from unittest import TestCase
  import tensorflow
  import numpy
  from bigdl.orca.data.pandas import read_csv
  from bigdl.orca.data import SparkXShards, XShards
  from bigdl.orca.data.tf.data import Dataset
  from bigdl.orca.learn.tf2 import Estimator
  from bigdl.orca.ray import OrcaRayContext
  from bigdl.orca import OrcaContext
label_desc: Use image node_id 11 for calling a global function with example usage: auto_shard_model_creator(config) and returns: model