




'''simple docstring'''







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   _snake_case( unittest.TestCase			):






 @slow
 def 	_UpperCamelCase   (self					:     Union[str, Any]						)					->      Optional[int]:






    """simple docstring"""


    A__         =    CamembertModel.from_pretrained('camembert-base'						)
    model.to(a						)

    A__         =    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():
       A__         =    model(a						)['last_hidden_state']
    A__         =    torch.Size((1, 10, 7_68)						)
    self.assertEqual(output.shape						,		a						)
    # compare the actual values for a slice.
    A__         =    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						)						)








'''simple docstring'''







from __future__ import annotations

from enum import Enum, unique
from typing import TypeVar

# Create a generic variable that can be 'Enum', or any subclass.
lowerCAmelCase_    	=							TypeVar('''T''', bound='''Enum''')

@unique
class   _snake_case( UpperCAmelCase			):
 __snake_case:       List[Any]									=				80
 __snake_case:       Optional[int]									=				70
 __snake_case:       Optional[int]									=				60
 __snake_case:       int									=				50
 __snake_case:       Dict									=				40
 __snake_case:       Dict									=				30
 __snake_case:       str									=				20
 __snake_case:       Optional[int]									=				10




@unique
class   _snake_case( UpperCAmelCase			):
 __snake_case:       List[Any]									=				24
 __snake_case:       Union[str, Any]									=				21
 __snake_case:       Dict									=				18
 __snake_case:       List[str]									=				15
 __snake_case:       Union[str, Any]									=				12
 __snake_case:       Tuple									=				9
 __snake_case:       int									=				6
 __snake_case:       Tuple									=				3
 __snake_case:       List[Any]									=				2
 __snake_case:       int									=				1
 __snake_case:       List[str]									=				-1
 __snake_case:       Union[str, Any]									=				-2
 __snake_case:       List[str]									=				-3
 __snake_case:       Any									=				-6
 __snake_case:       Tuple									=				-9
 __snake_case:       List[str]									=				-12
 __snake_case:       Dict									=				-15
 __snake_case:       Optional[int]									=				-18
 __snake_case:       str									=				-21
 __snake_case:       Any									=				-24






 @classmethod
 def 	_UpperCamelCase   (cls					:     type[T]						)					->      dict:






    """simple docstring"""


    return {unit.name: unit.value for unit in cls if unit.value > 0}






 @classmethod
 def 	_UpperCamelCase   (cls					:     type[T]						)					->      dict:






    """simple docstring"""


    return {unit.name: unit.value for unit in cls if unit.value < 0}







def 	_A			(   UpperCAmelCase	):






   '''simple docstring'''







   A__         =    SIUnit.get_positive() if value > 0 else SIUnit.get_negative()
   for name_prefix, value_prefix in prefixes.items():
      A__         =    value / (10**value_prefix)
      if numerical_part > 1:
         return F"""{numerical_part!s} {name_prefix}"""
   return str(UpperCAmelCase	)







def 	_A			(   UpperCAmelCase	):






   '''simple docstring'''







   for prefix in BinaryUnit:
      A__         =    value / (2**prefix.value)
      if numerical_part > 1:
         return F"""{numerical_part!s} {prefix.name}"""
   return str(UpperCAmelCase	)


if __name__ == "__main__":
    import doctest

    doctest.testmod()


