



"""simple docstring"""
import inspect

from diffusers.utils import is_flax_available
from diffusers.utils.testing_utils import require_flax


if is_flax_available():
						import jax
@require_flax
class 							lowerCamelCase    :






					'''simple docstring'''





					def   lowerCAmelCase_							(			self:				Optional[Any]		)  ->      Optional[Any]:
											snake_case_,			snake_case_					:Dict		=     self.prepare_init_args_and_inputs_for_common()

											snake_case_					:int		=     self.model_class(**snake_case		)
											snake_case_					:str		=     model.init(inputs_dict["""prng_key"""]		,	inputs_dict["""sample"""]		)
											jax.lax.stop_gradient(snake_case		)

											snake_case_					:List[Any]		=     model.apply(snake_case		,	inputs_dict["""sample"""]		)

											if isinstance(snake_case		,	snake_case		):
																	snake_case_					:Optional[Any]		=     output.sample

											self.assertIsNotNone(snake_case		)
											snake_case_					:List[Any]		=     inputs_dict["""sample"""].shape
											self.assertEqual(output.shape		,	snake_case		,	"""Input and output shapes do not match"""		)






					def   lowerCAmelCase_							(			self:				List[Any]		)  ->      str:
											snake_case_,			snake_case_					:Tuple		=     self.prepare_init_args_and_inputs_for_common()

											snake_case_					:Tuple		=     16
											snake_case_					:Optional[int]		=     (16, 32)

											snake_case_					:Any		=     self.model_class(**snake_case		)
											snake_case_					:Optional[int]		=     model.init(inputs_dict["""prng_key"""]		,	inputs_dict["""sample"""]		)
											jax.lax.stop_gradient(snake_case		)

											snake_case_					:List[str]		=     model.apply(snake_case		,	inputs_dict["""sample"""]		)

											if isinstance(snake_case		,	snake_case		):
																	snake_case_					:Optional[Any]		=     output.sample

											self.assertIsNotNone(snake_case		)
											snake_case_					:List[str]		=     inputs_dict["""sample"""].shape
											self.assertEqual(output.shape		,	snake_case		,	"""Input and output shapes do not match"""		)






					def   lowerCAmelCase_							(			self:				Optional[Any]		)  ->      Optional[int]:
											snake_case_					:Dict		=     """kwargs""" in inspect.signature(self.model_class.__init__		).parameters
											snake_case_					:Optional[Any]		=     len(self.model_class._deprecated_kwargs		) > 0

											if has_kwarg_in_model_class and not has_deprecated_kwarg:
																	raise ValueError(
																	    f"""{self.model_class} has `**kwargs` in its __init__ method but has not defined any deprecated kwargs"""
																	    """ under the `_deprecated_kwargs` class attribute. Make sure to either remove `**kwargs` if there are"""
																	    """ no deprecated arguments or add the deprecated argument with `_deprecated_kwargs ="""
																	    """ [<deprecated_argument>]`"""		)

											if not has_kwarg_in_model_class and has_deprecated_kwarg:
																	raise ValueError(
																	    f"""{self.model_class} doesn't have `**kwargs` in its __init__ method but has defined deprecated kwargs"""
																	    """ under the `_deprecated_kwargs` class attribute. Make sure to either add the `**kwargs` argument to"""
																	    f""" {self.model_class}.__init__ if there are deprecated arguments or remove the deprecated argument"""
																	    """ from `_deprecated_kwargs = [<deprecated_argument>]`"""		)





"""simple docstring"""
from transformers.models.cpm.tokenization_cpm import CpmTokenizer
from transformers.testing_utils import custom_tokenizers

from ..xlnet.test_modeling_xlnet import XLNetModelTest
@custom_tokenizers
class 							lowerCamelCase    (     _lowerCAmelCase							):






					'''simple docstring'''





					def   lowerCAmelCase_							(			self:				Optional[int]		,	snake_case:				Optional[Any]		,	snake_case:				Optional[Any]		,	snake_case:				Tuple		,	snake_case:				int		,	snake_case:				Optional[Any]		)  ->      int:
											return True






					def   lowerCAmelCase_							(			self:				Tuple		)  ->      Optional[int]:
											snake_case_					:Dict		=     CpmTokenizer.from_pretrained("""TsinghuaAI/CPM-Generate"""		)
											snake_case_					:Any		=     """Hugging Face大法好，谁用谁知道。"""
											snake_case_					:Union[str, Any]		=     """Hugging Face大法好,谁用谁知道。<unk>"""
											snake_case_					:Dict		=     """▁Hu gg ing ▁ ▂ ▁F ace ▁大法 ▁好 ▁ , ▁谁 ▁用 ▁谁 ▁知 道 ▁ 。""".split()

											snake_case_					:str		=     tokenizer.tokenize(snake_case		)
											self.assertListEqual(snake_case		,	snake_case		)

											snake_case_					:List[Any]		=     tokens + [tokenizer.unk_token]

											snake_case_					:Optional[Any]		=     [13_789, 13_283, 1_421, 8, 10, 1_164, 13_608, 16_528, 63, 8, 9, 440, 108, 440, 121, 90, 8, 12, 0]
											self.assertListEqual(tokenizer.convert_tokens_to_ids(snake_case		)		,	snake_case		)

											snake_case_					:int		=     tokenizer.decode(snake_case		)
											self.assertEqual(snake_case		,	snake_case		)
