



"""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 			__A			(      unittest.TestCase       ):







		'''simple docstring'''





		@slow
		def    UpperCAmelCase       (      self		:    str		)   ->						int:






				"""simple docstring"""



				lowercase__  :       Tuple												=     TFAutoModelForSeqaSeqLM.from_pretrained('''google/mt5-small'''		)
				lowercase__  :       List[Any]												=     AutoTokenizer.from_pretrained('''google/mt5-small'''		)

				lowercase__  :       Union[str, Any]												=     tokenizer('''Hello there'''     ,return_tensors='''tf'''		).input_ids
				lowercase__  :       Dict												=     tokenizer('''Hi I am'''     ,return_tensors='''tf'''		).input_ids

				lowercase__  :       int												=     model(snake_case__     ,labels=snake_case__		).loss
				lowercase__  :       Any												=     -tf.math.reduce_mean(snake_case__		).numpy()

				lowercase__  :       Optional[Any]												=     -21.22_8168
				self.assertTrue(abs(mtf_score - EXPECTED_SCORE		) < 2e-4		)







UpperCAmelCase_							=				8.31_44_62  # Unit - J mol-1 K-1





def  __magic_name__  (				lowercase				,       lowercase				,       lowercase				)				-> float:

							"""simple docstring"""



							if moles < 0 or kelvin < 0 or volume < 0:
														raise ValueError("""Invalid inputs. Enter positive value."""				)
							return moles * kelvin * UNIVERSAL_GAS_CONSTANT / volume





def  __magic_name__  (				lowercase				,       lowercase				,       lowercase				)				-> float:

							"""simple docstring"""



							if moles < 0 or kelvin < 0 or pressure < 0:
														raise ValueError("""Invalid inputs. Enter positive value."""				)
							return moles * kelvin * UNIVERSAL_GAS_CONSTANT / pressure


if __name__ == "__main__":
							from doctest import testmod

							testmod()