






"""simple docstring"""



def 		_SCREAMING_SNAKE_CASE					(       __snake_case     :    int						,   __snake_case     :    Optional[int]       ):





  '''simple docstring'''





  if not root or root not in binary_tree_mirror_dictionary:
    return
  lowercase				       =			binary_tree_mirror_dictionary[root][:2]
  lowercase				       =			[right_child, left_child]
  binary_tree_mirror_dict(_UpperCAmelCase						,   _UpperCAmelCase       )
  binary_tree_mirror_dict(_UpperCAmelCase						,   _UpperCAmelCase       )
def 		_SCREAMING_SNAKE_CASE					(       __snake_case     :    Dict						,   __snake_case     :    Dict = 1       ):





  '''simple docstring'''





  if not binary_tree:
    raise ValueError('binary tree cannot be empty'       )
  if root not in binary_tree:
    lowercase				       =			f'root {root} is not present in the binary_tree'
    raise ValueError(_UpperCAmelCase       )
  lowercase				       =			dict(_UpperCAmelCase       )
  binary_tree_mirror_dict(_UpperCAmelCase						,   _UpperCAmelCase       )
  return binary_tree_mirror_dictionary


if __name__ == "__main__":
    _UpperCamelCase						:    List[Any]		=						{1: [2, 3], 2: [4, 5], 3: [6, 7], 7: [8, 9]}
    print(F'''Binary tree: {binary_tree}''')
    _UpperCamelCase						:    Dict		=						binary_tree_mirror(binary_tree, 5)
    print(F'''Binary tree mirror: {binary_tree_mirror_dictionary}''')







"""simple docstring"""




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


_UpperCamelCase:					Tuple     				=	logging.get_logger(__name__)

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


class 	a__		(    SCREAMING_SNAKE_CASE__  ):
   _lowerCamelCase       				=					'regnet'
   _lowerCamelCase       				=					['x', 'y']


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