






"""simple docstring"""





_SCREAMING_SNAKE_CASE :    List[str]    =						[[0, 1, 1], [0, 0, 1], [1, 0, 0]]






class 					a						:






    def __init__(	self					:							List[Any]	,						__SCREAMING_SNAKE_CASE					:							Optional[int] )					->		int:
      lowerCamelCase_   					=						name
      lowerCamelCase_   					=						[]
      lowerCamelCase_   					=						[]






    def        UpperCamelCase	(	self					:							List[str]	,						__SCREAMING_SNAKE_CASE					:							Optional[Any] )					->		Union[str, Any]:
      self.inbound.append(__SCREAMING_SNAKE_CASE )






    def        UpperCamelCase	(	self					:							Tuple	,						__SCREAMING_SNAKE_CASE					:							Optional[Any] )					->		List[Any]:
      self.outbound.append(__SCREAMING_SNAKE_CASE )






    def __repr__(	self					:							Tuple )					->		Optional[Any]:
      return F'''<node={self.name} inbound={self.inbound} outbound={self.outbound}>'''







def 					lowerCamelCase__	(							_lowerCamelCase	:		int		,    _lowerCamelCase	:		Optional[int]=3		,    _lowerCamelCase	:		Any=0.85			)				->    int:
  lowerCamelCase_   					=						{}
  for node in nodes:
    lowerCamelCase_   					=						1

  lowerCamelCase_   					=						{}
  for node in nodes:
    lowerCamelCase_   					=						len(node.outbound			)

  for i in range(_lowerCamelCase			):
    print(F'''======= Iteration {i + 1} ======='''			)
    for _, node in enumerate(_lowerCamelCase			):
      lowerCamelCase_   					=						(1 - d) + d * sum(
          ranks[ib] / outbounds[ib] for ib in node.inbound			)
    print(_lowerCamelCase			)







def 					lowerCamelCase__	(							)				->    str:
  lowerCamelCase_   					=						list(input('Enter Names of the Nodes: '			).split()			)

  lowerCamelCase_   					=						[Node(_lowerCamelCase			) for name in names]

  for ri, row in enumerate(_lowerCamelCase			):
    for ci, col in enumerate(_lowerCamelCase			):
      if col == 1:
        nodes[ci].add_inbound(names[ri]			)
        nodes[ri].add_outbound(names[ci]			)

  print('======= Nodes ======='			)
  for node in nodes:
    print(_lowerCamelCase			)

  page_rank(_lowerCamelCase			)


if __name__ == "__main__":
  main()












"""simple docstring"""





from ...configuration_utils import PretrainedConfig
from ...utils import logging


_SCREAMING_SNAKE_CASE :    List[Any]    =						logging.get_logger(__name__)

_SCREAMING_SNAKE_CASE :    str    =						{
    '''facebook/regnet-y-040''': '''https://huggingface.co/facebook/regnet-y-040/blob/main/config.json''',
}






class 					a						( __snake_case		):
    SCREAMING_SNAKE_CASE						:					str						=			"""regnet"""
    SCREAMING_SNAKE_CASE						:					List[Any]						=			["""x""", """y"""]






    def __init__(	self					:							int	,						__SCREAMING_SNAKE_CASE					:							Any=3	,						__SCREAMING_SNAKE_CASE					:							Any=32	,						__SCREAMING_SNAKE_CASE					:							List[str]=[128, 192, 512, 1088]	,						__SCREAMING_SNAKE_CASE					:							Union[str, Any]=[2, 6, 12, 2]	,						__SCREAMING_SNAKE_CASE					:							str=64	,						__SCREAMING_SNAKE_CASE					:							List[Any]="y"	,						__SCREAMING_SNAKE_CASE					:							Optional[int]="relu"	,						**__SCREAMING_SNAKE_CASE					:							Union[str, Any]	,						)					->		Union[str, Any]:
      super().__init__(**__SCREAMING_SNAKE_CASE )
      if layer_type not in self.layer_types:
        raise ValueError(F'''layer_type={layer_type} is not one of {",".join(self.layer_types )}''' )
      lowerCamelCase_   					=						num_channels
      lowerCamelCase_   					=						embedding_size
      lowerCamelCase_   					=						hidden_sizes
      lowerCamelCase_   					=						depths
      lowerCamelCase_   					=						groups_width
      lowerCamelCase_   					=						layer_type
      lowerCamelCase_   					=						hidden_act
      # always downsample in the first stage
      lowerCamelCase_   					=						True




