code: def policy_v0():
      """Autoaugment policy that was used in AutoAugment Paper."""
      # Each tuple is an augmentation operation of the form
      # (operation, probability, magnitude). Each element in policy is a
      # sub-policy that will be applied sequentially on the image.
      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)],
          [("Posterize", 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), ("TranslateY", 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)],
          [("Posterize", 0.8, 2), ("Solarize", 0.6, 10)],
          [("Solarize", 0.6, 8), ("Equalize", 0.6, 1)],
          [("Color", 0.8, 6), ("Rotate", 0.4, 5)],
      ]
      return policy
  
imports: import dataclasses
  import inspect
  import math
  import tensorflow.compat.v1
  from tensorflow_addons import image
label_desc: Use image node_id 1 for calling a global function with example usage: policy_v0() and returns: policy