code: def resnet_50x16():
      return layers.CLIP(**CONFIGS["resnet_50x16"])
  
imports: import os
  from typing import Any, Mapping, Optional
  from absl import logging
  import flax
  import jax
  import jax.numpy
  import numpy
  from scenic.projects.baselines.clip import layers
  from scenic.projects.baselines.clip import download
  from tensorflow.io import gfile
label_desc: Use image node_id 8 for calling a global function with example usage: resnet_50x16() and returns: layers