




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    snake_case						(  self       :			Optional[Any]					):
          __UpperCamelCase		,   __UpperCamelCase			=    self.prepare_init_args_and_inputs_for_common()

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

          __UpperCamelCase			=    model.apply(snake_case			,							inputs_dict['''sample''']					)

          if isinstance(snake_case			,							snake_case					):
              __UpperCamelCase			=    output.sample

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







      def    snake_case						(  self       :			Optional[int]					):
          __UpperCamelCase		,   __UpperCamelCase			=    self.prepare_init_args_and_inputs_for_common()

          __UpperCamelCase			=    16
          __UpperCamelCase			=    (16, 32)

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

          __UpperCamelCase			=    model.apply(snake_case			,							inputs_dict['''sample''']					)

          if isinstance(snake_case			,							snake_case					):
              __UpperCamelCase			=    output.sample

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







      def    snake_case						(  self       :			int					):
          __UpperCamelCase			=    '''kwargs''' in inspect.signature(self.model_class.__init__					).parameters
          __UpperCamelCase			=    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"""

UpperCamelCase      :							int          =					1_0**8






def 				A		(							snake_case :int						) ->      bool:
 if n % 1_0 == 0:
  return False
 __UpperCamelCase							    =			str(snake_case						)
 return s == s[::-1]






def 				A		(							) ->      int:
 __UpperCamelCase							    =			set()
 __UpperCamelCase							    =			1
 __UpperCamelCase							    =			5
 while sum_squares < LIMIT:
  __UpperCamelCase							    =			first_square + 1
  while sum_squares < LIMIT:
   if is_palindrome(snake_case						):
    answer.add(snake_case						)
   last_square += 1
   sum_squares += last_square**2
  first_square += 1
  __UpperCamelCase							    =			first_square**2 + (first_square + 1) ** 2

 return sum(snake_case						)


if __name__ == "__main__":
      print(solution())



