





'''simple docstring'''

from __future__ import annotations

import unittest

from transformers import is_tf_available
from transformers.testing_utils import require_sentencepiece, require_tf, require_tokenizers, slow


if is_tf_available():
   import tensorflow as tf

   from transformers import AutoTokenizer, TFAutoModelForSeqaSeqLM
@require_tf
@require_sentencepiece
@require_tokenizers
class 							__lowerCAmelCase	(       unittest.TestCase					):






       """simple docstring"""





       @slow
       def snake_case__		(				self  :						List[str]	)       ->	Optional[int]:

            '''simple docstring'''




            _UpperCamelCase							       =			TFAutoModelForSeqaSeqLM.from_pretrained('''google/mt5-small'''	)
            _UpperCamelCase							       =			AutoTokenizer.from_pretrained('''google/mt5-small'''	)

            _UpperCamelCase							       =			tokenizer('''Hello there'''			,					return_tensors='''tf'''	).input_ids
            _UpperCamelCase							       =			tokenizer('''Hi I am'''			,					return_tensors='''tf'''	).input_ids

            _UpperCamelCase							       =			model(lowerCAmelCase__			,					labels=lowerCAmelCase__	).loss
            _UpperCamelCase							       =			-tf.math.reduce_mean(lowerCAmelCase__	).numpy()

            _UpperCamelCase							       =			-21.228168
            self.assertTrue(abs(mtf_score - EXPECTED_SCORE	) < 2e-4	)











def       _SCREAMING_SNAKE_CASE    (			__lowercase :      List[Any]     )    ->   Any:





    """simple docstring"""

    stooge(__lowercase      ,					0      ,					len(__lowercase     ) - 1     )
    return arr



def       _SCREAMING_SNAKE_CASE    (			__lowercase :      str      ,					__lowercase :      Dict      ,					__lowercase :      Dict     )    ->   int:





    """simple docstring"""

    if i >= h:
        return

    # If first element is smaller than the last then swap them
    if arr[i] > arr[h]:
        __A     ,						__A       =						arr[h], arr[i]

    # If there are more than 2 elements in the array
    if h - i + 1 > 2:
        __A       =						(int)((h - i + 1) / 3     )

        # Recursively sort first 2/3 elements
        stooge(__lowercase      ,					__lowercase      ,					(h - t)     )

        # Recursively sort last 2/3 elements
        stooge(__lowercase      ,					i + t      ,					(__lowercase)     )

        # Recursively sort first 2/3 elements
        stooge(__lowercase      ,					__lowercase      ,					(h - t)     )


if __name__ == "__main__":
  __a   :							List[Any]						= input("Enter numbers separated by a comma:\n").strip()
  __a   :							List[str]						= [int(item) for item in user_input.split(",")]
  print(stooge_sort(unsorted))




