





import unittest

from transformers import AutoTokenizer, is_flax_available
from transformers.testing_utils import require_flax, require_sentencepiece, require_tokenizers, slow


if is_flax_available():
  import jax.numpy as jnp

  from transformers import FlaxXLMRobertaModel





@require_sentencepiece
@require_tokenizers
@require_flax
class  lowerCAmelCase							(       unittest.TestCase ):







  @slow
  def   UpperCAmelCase					(      self  :List[Any] ):






     '''simple docstring'''





     lowercase__			       =  FlaxXLMRobertaModel.from_pretrained("xlm-roberta-base" )
     lowercase__			       =  AutoTokenizer.from_pretrained("xlm-roberta-base" )
     lowercase__			       =  "The dog is cute and lives in the garden house"
     lowercase__			       =  jnp.array([tokenizer.encode(_lowercase )] )

     lowercase__			       =  (1, 12, 7_68)  # batch_size, sequence_length, embedding_vector_dim
     lowercase__			       =  jnp.array(
         [[-0.0101, 0.1218, -0.0803, 0.0801, 0.1327, 0.0776, -0.1215, 0.2383, 0.3338, 0.3106, 0.0300, 0.0252]] )

     lowercase__			       =  model(_lowercase )["last_hidden_state"]
     self.assertEqual(output.shape   ,							_lowercase )
     # compare the actual values for a slice of last dim
     self.assertTrue(jnp.allclose(output[:, :, -1]   ,							_lowercase   ,							atol=1e-3 ) )













def _A       (   __magic_name__	):
   try:
      lowercase__			       =  float(__magic_name__	)
   except ValueError:
      raise ValueError("Please enter a valid number"	)
   lowercase__			       =  decimal - int(__magic_name__	)
   if fractional_part == 0:
      return int(__magic_name__	), 1
   else:
      lowercase__			       =  len(str(__magic_name__	).split("."	)[1]	)
      lowercase__			       =  int(decimal * (10**number_of_frac_digits)	)
      lowercase__			       =  10**number_of_frac_digits
      lowercase__       ,							lowercase__			       =  denominator, numerator
      while True:
         lowercase__			       =  dividend % divisor
         if remainder == 0:
            break
         lowercase__       ,							lowercase__			       =  divisor, remainder
      lowercase__       ,							lowercase__			       =  numerator / divisor, denominator / divisor
      return int(__magic_name__	), int(__magic_name__	)


if __name__ == "__main__":
  print(F"""{decimal_to_fraction(2) = }""")
  print(F"""{decimal_to_fraction(89.0) = }""")
  print(F"""{decimal_to_fraction("67") = }""")
  print(F"""{decimal_to_fraction("45.0") = }""")
  print(F"""{decimal_to_fraction(1.5) = }""")
  print(F"""{decimal_to_fraction("6.25") = }""")
  print(F"""{decimal_to_fraction("78td") = }""")






