
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 		__magic_name__				( unittest.TestCase					):


  """simple docstring"""





  @slow
  def     _UpperCAmelCase  (					self		):
    _lowerCamelCase      =						CamembertModel.from_pretrained('''camembert-base'''		)
    model.to(a__		)

    _lowerCamelCase      =						torch.tensor(
        [[5, 1_21, 11, 6_60, 16, 7_30, 2_55_43, 1_10, 83, 6]]	,		device=a__	,		dtype=torch.long	,		)  # J'aime le camembert !
    with torch.no_grad():
      _lowerCamelCase      =						model(a__		)['''last_hidden_state''']
    _lowerCamelCase      =						torch.Size((1, 10, 7_68)		)
    self.assertEqual(output.shape	,		a__		)
    # compare the actual values for a slice.
    _lowerCamelCase      =						torch.tensor(
        [[[-0.0254, 0.0235, 0.1027], [0.0606, -0.1811, -0.0418], [-0.1561, -0.1127, 0.2687]]]	,		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		)		)









from ..utils import DummyObject, requires_backends
class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     List[str]									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Dict									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Union[str, Any]									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Any									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Dict									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Dict									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     str									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Any									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Any									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Dict									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     List[str]									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Union[str, Any]									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     str									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     List[str]									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     List[str]									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Union[str, Any]									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Union[str, Any]									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Optional[int]									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Union[str, Any]									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     List[Any]									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Dict									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     List[str]									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Union[str, Any]									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     List[Any]									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     int									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     str									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Dict									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     str									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Optional[Any]									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     List[Any]									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Optional[int]									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Optional[int]									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Tuple									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Dict									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     int									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Dict									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Any									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Optional[int]									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     List[str]									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Any									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Optional[Any]									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Optional[int]									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     List[Any]									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Dict									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Optional[Any]									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Any									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Optional[int]									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     int									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     List[str]									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Union[str, Any]									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Tuple									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Union[str, Any]									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     str									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     List[str]									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Any									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     List[Any]									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     int									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Optional[Any]									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Optional[int]									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Union[str, Any]									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     List[str]									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Tuple									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Tuple									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Tuple									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     List[Any]									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     List[str]									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Tuple									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     str									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     int									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Any									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     int									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     str									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Any									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )


class lowerCAmelCase_       (   metaclass=A_			):







	'''simple docstring'''




	A_       :     Dict									=		['vision']

	def __init__(	self   ,       *lowerCamelCase   ,       **lowerCamelCase       ):



				'''simple docstring'''


				requires_backends(self   ,       ["""vision"""]       )

