code: def auto_augment_policy_v0r(hparams):
      # ImageNet v0 policy from TPU EfficientNet impl, with variation of Posterize used
      # in Google research implementation (number of bits discarded increases with magnitude)
      policy = [
          [("Equalize", 0.8, 1), ("ShearY", 0.8, 4)],
          [("Color", 0.4, 9), ("Equalize", 0.6, 3)],
          [("Color", 0.4, 1), ("Rotate", 0.6, 8)],
          [("Solarize", 0.8, 3), ("Equalize", 0.4, 7)],
          [("Solarize", 0.4, 2), ("Solarize", 0.6, 2)],
          [("Color", 0.2, 0), ("Equalize", 0.8, 8)],
          [("Equalize", 0.4, 8), ("SolarizeAdd", 0.8, 3)],
          [("ShearX", 0.2, 9), ("Rotate", 0.6, 8)],
          [("Color", 0.6, 1), ("Equalize", 1.0, 2)],
          [("Invert", 0.4, 9), ("Rotate", 0.6, 0)],
          [("Equalize", 1.0, 9), ("ShearY", 0.6, 3)],
          [("Color", 0.4, 7), ("Equalize", 0.6, 0)],
          [("PosterizeIncreasing", 0.4, 6), ("AutoContrast", 0.4, 7)],
          [("Solarize", 0.6, 8), ("Color", 0.6, 9)],
          [("Solarize", 0.2, 4), ("Rotate", 0.8, 9)],
          [("Rotate", 1.0, 7), ("TranslateYRel", 0.8, 9)],
          [("ShearX", 0.0, 0), ("Solarize", 0.8, 4)],
          [("ShearY", 0.8, 0), ("Color", 0.6, 4)],
          [("Color", 1.0, 0), ("Rotate", 0.6, 2)],
          [("Equalize", 0.8, 4), ("Equalize", 0.0, 8)],
          [("Equalize", 1.0, 4), ("AutoContrast", 0.6, 2)],
          [("ShearY", 0.4, 7), ("SolarizeAdd", 0.6, 7)],
          [("PosterizeIncreasing", 0.8, 2), ("Solarize", 0.6, 10)],
          [("Solarize", 0.6, 8), ("Equalize", 0.6, 1)],
          [("Color", 0.8, 6), ("Rotate", 0.4, 5)],
      ]
      pc = [
          [AugmentOp(*a, hparams=hparams) for a in sp] for sp in policy
      ]
      return pc
  
imports: import math
  import random
  import re
  import numpy
  import PIL
  from classy_vision.dataset.transforms import register_transform
  from classy_vision.dataset.transforms.classy_transform import ClassyTransform
  from PIL import Image, ImageEnhance, ImageOps
label_desc: Use image node_id 34 for calling a global function with example usage: auto_augment_policy_v0r(hparams) and returns: pc