
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 __snake_case	:
    def    _SCREAMING_SNAKE_CASE (						self   ):



           '''simple docstring'''







           lowercase							:  Union[str, Any] 			=   self.prepare_init_args_and_inputs_for_common()

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

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

           if isinstance(snake_case	,snake_case   ):
                  lowercase							:  Union[str, Any] 			=   output.sample

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



           '''simple docstring'''







           lowercase							:  Dict 			=   self.prepare_init_args_and_inputs_for_common()

           lowercase							:  Dict 			=   16
           lowercase							:  List[str] 			=   (16, 32)

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

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

           if isinstance(snake_case	,snake_case   ):
                  lowercase							:  int 			=   output.sample

           self.assertIsNotNone(snake_case   )
           lowercase							:  Tuple 			=   inputs_dict["""sample"""].shape
           self.assertEqual(output.shape	,snake_case	,"""Input and output shapes do not match"""   )
    def    _SCREAMING_SNAKE_CASE (						self   ):



           '''simple docstring'''







           lowercase							:  Union[str, Any] 			=   """kwargs""" in inspect.signature(self.model_class.__init__   ).parameters
           lowercase							:  List[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>]`"""   )




from __future__ import annotations







def 		_snake_case(						SCREAMING_SNAKE_CASE__       )				->					bool:
       lowercase							:  int
       lowercase							:  list[str] 			=   list(SCREAMING_SNAKE_CASE__       )
       lowercase			,    lowercase							:  Union[str, Any] 			=   _vector[:-1], int(_vector[-1]       )
       lowercase							:  list[int] 			=   [int(SCREAMING_SNAKE_CASE__       ) for digit in __vector]

       vector.reverse()
       for i, digit in enumerate(SCREAMING_SNAKE_CASE__       ):
              if i & 1 == 0:
                     lowercase							:  int 			=   digit * 2
                     if doubled > 9:
                            doubled -= 9
                     check_digit += doubled
              else:
                     check_digit += digit

       return check_digit % 10 == 0


if __name__ == "__main__":
  import doctest

  doctest.testmod()
  assert is_luhn("""79927398713""")
  assert not is_luhn("""79927398714""")
