






"""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    snake_case						:


   '''simple docstring'''

   def 							_SCREAMING_SNAKE_CASE							(      self					:	Union[str, Any]    ):

     '''simple docstring'''
     __A     ,       __A		     =					self.prepare_init_args_and_inputs_for_common()

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

     __A		     =					model.apply(_lowerCamelCase,			inputs_dict['''sample''']    )

     if isinstance(_lowerCamelCase,			_lowerCamelCase    ):
       __A		     =					output.sample

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


   def 							_SCREAMING_SNAKE_CASE							(      self					:	Dict    ):

     '''simple docstring'''
     __A     ,       __A		     =					self.prepare_init_args_and_inputs_for_common()

     __A		     =					16
     __A		     =					(16, 32)

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

     __A		     =					model.apply(_lowerCamelCase,			inputs_dict['''sample''']    )

     if isinstance(_lowerCamelCase,			_lowerCamelCase    ):
       __A		     =					output.sample

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






   def 							_SCREAMING_SNAKE_CASE							(      self					:	Any    ):

     '''simple docstring'''
     __A		     =					'''kwargs''' in inspect.signature(self.model_class.__init__    ).parameters
     __A		     =					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"""
import os
def   A_    (     ):







						'''simple docstring'''


						snake_case_					:Optional[Any]		=     os.path.dirname(os.path.realpath(_lowercase      )      )
						snake_case_					:int		=     os.path.join(_lowercase,   """triangle.txt"""      )

						with open(_lowercase      ) as in_file:
												snake_case_					:List[Any]		=     [[int(_lowercase      ) for i in line.split()] for line in in_file]

						while len(_lowercase      ) != 1:
												snake_case_					:str		=     triangle.pop()
												snake_case_					:int		=     triangle[-1]
												for j in range(len(_lowercase      ) - 1      ):
																		curr_row[j] += max(last_row[j],   last_row[j + 1]      )
						return triangle[0][0]


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