import unittest

from transformers import is_torch_available
from transformers.testing_utils import require_sentencepiece, require_tokenizers, require_torch, slow, torch_device


if is_torch_available():
     import torch

     from transformers import CamembertModel







@require_torch
@require_sentencepiece
@require_tokenizers
class        UpperCAmelCase_					(				unittest.TestCase     ):




    @slow
    def     __lowerCamelCase			(       self	: Union[str, Any] )						->			int:
      a__  		=  CamembertModel.from_pretrained("camembert-base" )
      model.to(_A )

      a__  		=  torch.tensor(
          [[5, 121, 11, 660, 16, 730, 25543, 110, 83, 6]]   ,   device=_A   ,   dtype=torch.long   ,   )  # J'aime le camembert !
      with torch.no_grad():
        a__  		=  model(_A )["last_hidden_state"]
      a__  		=  torch.Size((1, 10, 768) )
      self.assertEqual(output.shape   ,   _A )
      # compare the actual values for a slice.
      a__  		=  torch.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]]]   ,   device=_A   ,   dtype=torch.float   ,   )
      # camembert = torch.hub.load('pytorch/fairseq', 'camembert.v0')
      # camembert.eval()
      # expected_slice = roberta.model.forward(input_ids)[0][:, :3, :3].detach()

      self.assertTrue(torch.allclose(output[:, :3, :3]   ,   _A   ,   atol=1e-4 ) )






def 						snake_case__							(       __lowercase = 1_0_0_0							)		->		int:







						"""simple docstring"""

						A__						:				int         =			0
						A__						:				Optional[int]         =			0
						while 1:
												num += 3
												if num >= n:
																		break
												total += num
												num += 2
												if num >= n:
																		break
												total += num
												num += 1
												if num >= n:
																		break
												total += num
												num += 3
												if num >= n:
																		break
												total += num
												num += 1
												if num >= n:
																		break
												total += num
												num += 2
												if num >= n:
																		break
												total += num
												num += 3
												if num >= n:
																		break
												total += num
						return total


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