code: def clip_preproc(preproc_fn, x):
      return preproc_fn(Image.fromarray(x.astype(np.uint8)))
  
imports: from .inception_v3 import InceptionV3
  import blobfile
  import torch
  import torch.distributed
  import torch.nn
  from cm import dist_util
  import numpy
  import warnings
  from scipy import linalg
  from PIL import Image
  from tqdm import tqdm
label_desc: Use image node_id 1 for calling a global function with example usage: clip_preproc(preproc_fn, x) and returns: preproc_fn