



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      UpperCAmelCase_						:

						'''simple docstring'''




						def  _A			(					self	):







													'''simple docstring'''

													__SCREAMING_SNAKE_CASE							, __SCREAMING_SNAKE_CASE								=      self.prepare_init_args_and_inputs_for_common()

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

													__SCREAMING_SNAKE_CASE								=      model.apply(_A   ,							inputs_dict['sample']	)

													if isinstance(_A   ,							_A	):
																				__SCREAMING_SNAKE_CASE								=      output.sample

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






						def  _A			(					self	):







													'''simple docstring'''

													__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(**_A	)
													__SCREAMING_SNAKE_CASE								=      model.init(inputs_dict['prng_key']   ,							inputs_dict['sample']	)
													jax.lax.stop_gradient(_A	)

													__SCREAMING_SNAKE_CASE								=      model.apply(_A   ,							inputs_dict['sample']	)

													if isinstance(_A   ,							_A	):
																				__SCREAMING_SNAKE_CASE								=      output.sample

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






						def  _A			(					self	):







													'''simple docstring'''

													__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>]`'	)











from itertools import combinations, product






def 			__lowercase     (				a__							,     a__							,     a__							,     a__     )       ->				bool:
							if xa == ya == 0 or xa == ya == 0:
														return False
							__SCREAMING_SNAKE_CASE								=      xa * xa + ya * ya
							__SCREAMING_SNAKE_CASE								=      xa * xa + ya * ya
							__SCREAMING_SNAKE_CASE								=      (xa - xa) * (xa - xa) + (ya - ya) * (ya - ya)
							return (
							    a_square + b_square == c_square
							    or a_square + c_square == b_square
							    or b_square + c_square == a_square
							)






def 			__lowercase     (				a__ = 50     )       ->				int:
							return sum(
							    1
							    for pta, pta in combinations(product(range(limit + 1     )							,     repeat=2     )							,     2     )
							    if is_right(*a__							,     *a__     )     )


if __name__ == "__main__":
			print(F'''{solution() = }''')






