"""simple docstring"""



from __future__ import annotations

from random import random






class 				snake_case__     :


 def __init__(				self  ,						lowerCamelCase = None		):
        __a     				=  value
        __a     				=  random()
        __a     				=  None
        __a     				=  None


 def __repr__(				self		):
        from pprint import pformat

        if self.left is None and self.right is None:
               return F"'{self.value}: {self.prior:.5}'"
        else:
               return pformat(
                   {F"{self.value}: {self.prior:.5}": (self.left, self.right)}  ,						indent=1		)






 def __str__(				self		):
        __a     				=  str(self.value		) + " "
        __a     				=  str(self.left or ""		)
        __a     				=  str(self.right or ""		)
        return value + left + right



def 					_lowerCamelCase(					a ,  a							):
       if root is None:  # None tree is split into 2 Nones
              return None, None
       elif root.value is None:
              return None, None
       else:
              if value < root.value:
                     __a				, __a     				=  split(root.left ,  lowercase_							)
                     return left, root
              else:
                     __a				, __a     				=  split(root.right ,  lowercase_							)
                     return root, right



def 					_lowerCamelCase(					a ,  a							):
       if (not left) or (not right):  # If one node is None, return the other
              return left or right
       elif left.prior < right.prior:
              __a     				=  merge(left.right ,  lowercase_							)
              return left
       else:
              __a     				=  merge(lowercase_ ,  right.left							)
              return right



def 					_lowerCamelCase(					a ,  a							):
       __a     				=  Node(lowercase_							)
       __a				, __a     				=  split(lowercase_ ,  lowercase_							)
       return merge(merge(lowercase_ ,  lowercase_							) ,  lowercase_							)



def 					_lowerCamelCase(					a ,  a							):
       __a				, __a     				=  split(lowercase_ ,  value - 1							)
       __a				, __a     				=  split(lowercase_ ,  lowercase_							)
       return merge(lowercase_ ,  lowercase_							)



def 					_lowerCamelCase(					a							):
       if not root:  # None
              return
       else:
              inorder(root.left							)
              print(root.value ,  end=","							)
              inorder(root.right							)



def 					_lowerCamelCase(					a ,  a							):
       for arg in args.split():
              if arg[0] == "+":
                     __a     				=  insert(lowercase_ ,  int(arg[1:]							)							)

              elif arg[0] == "-":
                     __a     				=  erase(lowercase_ ,  int(arg[1:]							)							)

              else:
                     print("Unknown command"							)

       return root



def 					_lowerCamelCase(					):
       __a     				=  None
       print(
           "enter numbers to create a tree, + value to add value into treap, "
           "- value to erase all nodes with value. \'q\' to quit. "							)

       __a     				=  input()
       while args != "q":
              __a     				=  interact_treap(lowercase_ ,  lowercase_							)
              print(lowercase_							)
              __a     				=  input()

       print("good by!"							)


if __name__ == "__main__":
      import doctest

      doctest.testmod()
      main()

"""simple docstring"""



from ...configuration_utils import PretrainedConfig
from ...utils import logging
from ...utils.backbone_utils import BackboneConfigMixin, get_aligned_output_features_output_indices


SCREAMING_SNAKE_CASE__:List[str]			=	logging.get_logger(__name__)

SCREAMING_SNAKE_CASE__:int			=	{
    """microsoft/focalnet-tiny""": """https://huggingface.co/microsoft/focalnet-tiny/resolve/main/config.json""",
}






class 				snake_case__     (   snake_case_,		snake_case_   ):
 _snake_case   :			List[Any]           =		"""focalnet"""


 def __init__(				self  ,						lowerCamelCase=224  ,						lowerCamelCase=4  ,						lowerCamelCase=3  ,						lowerCamelCase=96  ,						lowerCamelCase=False  ,						lowerCamelCase=[192, 384, 768, 768]  ,						lowerCamelCase=[2, 2, 6, 2]  ,						lowerCamelCase=[2, 2, 2, 2]  ,						lowerCamelCase=[3, 3, 3, 3]  ,						lowerCamelCase="gelu"  ,						lowerCamelCase=4.0  ,						lowerCamelCase=0.0  ,						lowerCamelCase=0.1  ,						lowerCamelCase=False  ,						lowerCamelCase=1E-4  ,						lowerCamelCase=False  ,						lowerCamelCase=False  ,						lowerCamelCase=False  ,						lowerCamelCase=0.02  ,						lowerCamelCase=1E-5  ,						lowerCamelCase=32  ,						lowerCamelCase=None  ,						lowerCamelCase=None  ,						**lowerCamelCase  ,						):
        super().__init__(**lowerCamelCase		)

        __a     				=  image_size
        __a     				=  patch_size
        __a     				=  num_channels
        __a     				=  embed_dim
        __a     				=  use_conv_embed
        __a     				=  hidden_sizes
        __a     				=  depths
        __a     				=  focal_levels
        __a     				=  focal_windows
        __a     				=  hidden_act
        __a     				=  mlp_ratio
        __a     				=  hidden_dropout_prob
        __a     				=  drop_path_rate
        __a     				=  use_layerscale
        __a     				=  layerscale_value
        __a     				=  use_post_layernorm
        __a     				=  use_post_layernorm_in_modulation
        __a     				=  normalize_modulator
        __a     				=  initializer_range
        __a     				=  layer_norm_eps
        __a     				=  encoder_stride
        __a     				=  ["stem"] + [F"stage{idx}" for idx in range(1  ,						len(self.depths		) + 1		)]
        __a				, __a     				=  get_aligned_output_features_output_indices(
            out_features=lowerCamelCase  ,						out_indices=lowerCamelCase  ,						stage_names=self.stage_names		)
