




'''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						:	List[str]		):
       SCREAMING_SNAKE_CASE_		,				SCREAMING_SNAKE_CASE_					=    self.prepare_init_args_and_inputs_for_common()

       SCREAMING_SNAKE_CASE_					=    self.model_class(**_lowerCAmelCase		)
       SCREAMING_SNAKE_CASE_					=    model.init(inputs_dict['prng_key']       ,       inputs_dict['sample']		)
       jax.lax.stop_gradient(_lowerCAmelCase		)

       SCREAMING_SNAKE_CASE_					=    model.apply(_lowerCAmelCase       ,       inputs_dict['sample']		)

       if isinstance(_lowerCAmelCase       ,       _lowerCAmelCase		):
             SCREAMING_SNAKE_CASE_					=    output.sample

       self.assertIsNotNone(_lowerCAmelCase		)
       SCREAMING_SNAKE_CASE_					=    inputs_dict['sample'].shape
       self.assertEqual(output.shape       ,       _lowerCAmelCase       ,       'Input and output shapes do not match'		)



 def    lowerCAmelCase_						(							self						:	Optional[Any]		):
       SCREAMING_SNAKE_CASE_		,				SCREAMING_SNAKE_CASE_					=    self.prepare_init_args_and_inputs_for_common()

       SCREAMING_SNAKE_CASE_					=    16
       SCREAMING_SNAKE_CASE_					=    (16, 32)

       SCREAMING_SNAKE_CASE_					=    self.model_class(**_lowerCAmelCase		)
       SCREAMING_SNAKE_CASE_					=    model.init(inputs_dict['prng_key']       ,       inputs_dict['sample']		)
       jax.lax.stop_gradient(_lowerCAmelCase		)

       SCREAMING_SNAKE_CASE_					=    model.apply(_lowerCAmelCase       ,       inputs_dict['sample']		)

       if isinstance(_lowerCAmelCase       ,       _lowerCAmelCase		):
             SCREAMING_SNAKE_CASE_					=    output.sample

       self.assertIsNotNone(_lowerCAmelCase		)
       SCREAMING_SNAKE_CASE_					=    inputs_dict['sample'].shape
       self.assertEqual(output.shape       ,       _lowerCAmelCase       ,       'Input and output shapes do not match'		)




 def    lowerCAmelCase_						(							self						:	Union[str, Any]		):
       SCREAMING_SNAKE_CASE_					=    'kwargs' in inspect.signature(self.model_class.__init__		).parameters
       SCREAMING_SNAKE_CASE_					=    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>]`'		)





def       UpperCAmelCase_							(   __UpperCAmelCase		:			float    ,    __UpperCAmelCase		:			int = 2							)      ->				float:
      return round((float(__UpperCAmelCase							) * 9 / 5) + 32    ,    __UpperCAmelCase							)

def       UpperCAmelCase_							(   __UpperCAmelCase		:			float    ,    __UpperCAmelCase		:			int = 2							)      ->				float:
      return round(float(__UpperCAmelCase							) + 2_7_3.1_5    ,    __UpperCAmelCase							)

def       UpperCAmelCase_							(   __UpperCAmelCase		:			float    ,    __UpperCAmelCase		:			int = 2							)      ->				float:
      return round((float(__UpperCAmelCase							) * 9 / 5) + 4_9_1.6_7    ,    __UpperCAmelCase							)

def       UpperCAmelCase_							(   __UpperCAmelCase		:			float    ,    __UpperCAmelCase		:			int = 2							)      ->				float:
      return round((float(__UpperCAmelCase							) - 32) * 5 / 9    ,    __UpperCAmelCase							)

def       UpperCAmelCase_							(   __UpperCAmelCase		:			float    ,    __UpperCAmelCase		:			int = 2							)      ->				float:
      return round(((float(__UpperCAmelCase							) - 32) * 5 / 9) + 2_7_3.1_5    ,    __UpperCAmelCase							)

def       UpperCAmelCase_							(   __UpperCAmelCase		:			float    ,    __UpperCAmelCase		:			int = 2							)      ->				float:
      return round(float(__UpperCAmelCase							) + 4_5_9.6_7    ,    __UpperCAmelCase							)

def       UpperCAmelCase_							(   __UpperCAmelCase		:			float    ,    __UpperCAmelCase		:			int = 2							)      ->				float:
      return round(float(__UpperCAmelCase							) - 2_7_3.1_5    ,    __UpperCAmelCase							)

def       UpperCAmelCase_							(   __UpperCAmelCase		:			float    ,    __UpperCAmelCase		:			int = 2							)      ->				float:
      return round(((float(__UpperCAmelCase							) - 2_7_3.1_5) * 9 / 5) + 32    ,    __UpperCAmelCase							)

def       UpperCAmelCase_							(   __UpperCAmelCase		:			float    ,    __UpperCAmelCase		:			int = 2							)      ->				float:
      return round((float(__UpperCAmelCase							) * 9 / 5)    ,    __UpperCAmelCase							)

def       UpperCAmelCase_							(   __UpperCAmelCase		:			float    ,    __UpperCAmelCase		:			int = 2							)      ->				float:
      return round((float(__UpperCAmelCase							) - 4_9_1.6_7) * 5 / 9    ,    __UpperCAmelCase							)

def       UpperCAmelCase_							(   __UpperCAmelCase		:			float    ,    __UpperCAmelCase		:			int = 2							)      ->				float:
      return round(float(__UpperCAmelCase							) - 4_5_9.6_7    ,    __UpperCAmelCase							)

def       UpperCAmelCase_							(   __UpperCAmelCase		:			float    ,    __UpperCAmelCase		:			int = 2							)      ->				float:
      return round((float(__UpperCAmelCase							) * 5 / 9)    ,    __UpperCAmelCase							)

def       UpperCAmelCase_							(   __UpperCAmelCase		:			float    ,    __UpperCAmelCase		:			int = 2							)      ->				float:
      return round((float(__UpperCAmelCase							) * 1.2_5 + 2_7_3.1_5)    ,    __UpperCAmelCase							)

def       UpperCAmelCase_							(   __UpperCAmelCase		:			float    ,    __UpperCAmelCase		:			int = 2							)      ->				float:
      return round((float(__UpperCAmelCase							) * 2.2_5 + 32)    ,    __UpperCAmelCase							)

def       UpperCAmelCase_							(   __UpperCAmelCase		:			float    ,    __UpperCAmelCase		:			int = 2							)      ->				float:
      return round((float(__UpperCAmelCase							) * 1.2_5)    ,    __UpperCAmelCase							)

def       UpperCAmelCase_							(   __UpperCAmelCase		:			float    ,    __UpperCAmelCase		:			int = 2							)      ->				float:
      return round((float(__UpperCAmelCase							) * 2.2_5 + 32 + 4_5_9.6_7)    ,    __UpperCAmelCase							)


if __name__ == "__main__":
   import doctest

   doctest.testmod()