

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 numpy as np
      import tensorflow as tf

      from transformers import TFCamembertModel






@require_tf
@require_sentencepiece
@require_tokenizers
class 						__magic_name__    (       unittest.TestCase    ):


 @slow
 def _UpperCamelCase	(						self		: List[str]    )    ->      int:
   UpperCAmelCase					      =  TFCamembertModel.from_pretrained("jplu/tf-camembert-base"    )

   UpperCAmelCase					      =  tf.convert_to_tensor(
       [[5, 1_2_1, 1_1, 6_6_0, 1_6, 7_3_0, 2_5_5_4_3, 1_1_0, 8_3, 6]]			,						dtype=tf.intaa			,						)  # J'aime le camembert !"

   UpperCAmelCase					      =  model(lowerCAmelCase__    )["last_hidden_state"]
   UpperCAmelCase					      =  tf.TensorShape((1, 1_0, 7_6_8)    )
   self.assertEqual(output.shape			,						lowerCAmelCase__    )
   # compare the actual values for a slice.
   UpperCAmelCase					      =  tf.convert_to_tensor(
       [[[-0.0_254, 0.0_235, 0.1_027], [0.0_606, -0.1_811, -0.0_418], [-0.1_561, -0.1_127, 0.2_687]]]			,						dtype=tf.floataa			,						)
   # camembert = torch.hub.load('pytorch/fairseq', 'camembert.v0')
   # camembert.eval()
   # expected_slice = roberta.model.forward(input_ids)[0][:, :3, :3].detach()

   self.assertTrue(np.allclose(output[:, :3, :3].numpy()			,						expected_slice.numpy()			,						atol=1e-4    )    )






def      _lowerCAmelCase(	__A			):
  UpperCAmelCase					      =  0
  while num > 0:
    digit_sum += num % 10
    num //= 10
  return digit_sum
def      _lowerCAmelCase(	__A = 100			):
  UpperCAmelCase					      =  1
  UpperCAmelCase					      =  2

  for i in range(2   ,       max_n + 1			):
    UpperCAmelCase					      =  pre_numerator
    UpperCAmelCase					      =  2 * i // 3 if i % 3 == 0 else 1
    UpperCAmelCase					      =  cur_numerator
    UpperCAmelCase					      =  e_cont * pre_numerator + temp

  return sum_digits(__A			)


if __name__ == "__main__":
      print(f"{solution() = }")



