import tensorflow as tf

  print("Entropy Encode (Hyper)")

  y_strings, y_min_v, y_max_v = conditional_entropy_model.compress(ys, locs, scales)
  y_shape = tf.shape(ys)[:]
  print("Entropy Encode")

