



"""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 							lowerCamelCase    (     unittest.TestCase							):






					'''simple docstring'''





					@slow
					def   lowerCAmelCase_							(			self:				int		)  ->      int:
											snake_case_					:List[Any]		=     CamembertModel.from_pretrained("""camembert-base"""		)
											model.to(snake_case		)

											snake_case_					:Optional[int]		=     torch.tensor(
											    [[5, 121, 11, 660, 16, 730, 25_543, 110, 83, 6]]		,	device=snake_case		,	dtype=torch.long		,	)  # J'aime le camembert !
											with torch.no_grad():
																	snake_case_					:Any		=     model(snake_case		)["""last_hidden_state"""]
											snake_case_					:Union[str, Any]		=     torch.Size((1, 10, 768)		)
											self.assertEqual(output.shape		,	snake_case		)
											# compare the actual values for a slice.
											snake_case_					:str		=     torch.tensor(
											    [[[-0.0_2_5_4, 0.0_2_3_5, 0.1_0_2_7], [0.0_6_0_6, -0.1_8_1_1, -0.0_4_1_8], [-0.1_5_6_1, -0.1_1_2_7, 0.2_6_8_7]]]		,	device=snake_case		,	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]		,	snake_case		,	atol=1E-4		)		)





'''simple docstring'''



import pytest

from datasets.utils.version import Version


@pytest.mark.parametrize(
    '''other, expected_equality'''   ,				[
        (Version('''1.0.0'''			), True),
        ('''1.0.0''', True),
        (Version('''2.0.0'''			), False),
        ('''2.0.0''', False),
        ('''1''', False),
        ('''a''', False),
        (1, False),
        (None, False),
    ]   ,				)
def 							__UpperCAmelCase				(				UpperCamelCase__				:Optional[int]   ,				UpperCamelCase__				:int			)		->						List[str]:
				snake_case__      :   Optional[int]      =    Version('''1.0.0'''			)
				assert (version == other) is expected_equality
				assert (version != other) is not expected_equality
				assert (hash(UpperCamelCase__			) == hash(UpperCamelCase__			)) is expected_equality




