





"""simple docstring"""





from collections import OrderedDict
from typing import Mapping

from packaging import version

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig
from ...utils import logging


SCREAMING_SNAKE_CASE__   =  logging.get_logger(__name__)

SCREAMING_SNAKE_CASE__   =  {
    "sail/poolformer_s12": "https://huggingface.co/sail/poolformer_s12/resolve/main/config.json",
    # See all PoolFormer models at https://huggingface.co/models?filter=poolformer
}

class 						lowercase   (   lowerCAmelCase_   ):
      _SCREAMING_SNAKE_CASE							      = 'poolformer'





      def __init__(			self ,		lowercase=3 ,		lowercase=16 ,		lowercase=16 ,		lowercase=3 ,		lowercase=4.0 ,		lowercase=[2, 2, 6, 2] ,		lowercase=[64, 128, 320, 512] ,		lowercase=[7, 3, 3, 3] ,		lowercase=[4, 2, 2, 2] ,		lowercase=[2, 1, 1, 1] ,		lowercase=4 ,		lowercase=0.0 ,		lowercase="gelu" ,		lowercase=True ,		lowercase=1e-5 ,		lowercase=0.02 ,		**lowercase ,		)						->	Any:
            lowerCAmelCase    		=			num_channels
            lowerCAmelCase    		=			patch_size
            lowerCAmelCase    		=			stride
            lowerCAmelCase    		=			padding
            lowerCAmelCase    		=			pool_size
            lowerCAmelCase    		=			hidden_sizes
            lowerCAmelCase    		=			mlp_ratio
            lowerCAmelCase    		=			depths
            lowerCAmelCase    		=			patch_sizes
            lowerCAmelCase    		=			strides
            lowerCAmelCase    		=			num_encoder_blocks
            lowerCAmelCase    		=			drop_path_rate
            lowerCAmelCase    		=			hidden_act
            lowerCAmelCase    		=			use_layer_scale
            lowerCAmelCase    		=			layer_scale_init_value
            lowerCAmelCase    		=			initializer_range
            super().__init__(**__lowerCamelCase					)







class 						lowercase   (   lowerCAmelCase_   ):
      _SCREAMING_SNAKE_CASE							      = version.parse('1.11'   )





      @property
      def        _snake_case     (			self					)						->	Optional[int]:
            return OrderedDict(
                [
                    ("""pixel_values""", {0: """batch""", 1: """num_channels""", 2: """height""", 3: """width"""}),
                ]					)





      @property
      def        _snake_case     (			self					)						->	List[str]:
            return 2e-3












'''simple docstring'''






from typing import Any






class        lowercase_      :





     def __init__(     self     :					Dict     ,							__lowerCamelCase     :					Any			):
           snake_case__       :   str	      =    data
           snake_case__       :   Dict	      =    None






class        lowercase_      :





     def __init__(     self     :					int			):
           snake_case__       :   List[Any]	      =    None





     def 			_lowerCAmelCase      (     self     :					str			):
           snake_case__       :   Any	      =    self.head
           while temp is not None:
                 print(temp.data     ,							end=' '			)
                 snake_case__       :   int	      =    temp.next
           print()





     def 			_lowerCAmelCase      (     self     :					Optional[Any]     ,							__lowerCamelCase     :					Any			):
           snake_case__       :   Union[str, Any]	      =    Node(__lowerCamelCase			)
           snake_case__       :   List[str]	      =    self.head
           snake_case__       :   Any	      =    new_node





     def 			_lowerCAmelCase      (     self     :					Dict     ,							__lowerCamelCase     :					int     ,							__lowerCamelCase     :					Tuple			):
           if node_data_a == node_data_a:
                 return
           else:
                 snake_case__       :   List[Any]	      =    self.head
                 while node_a is not None and node_a.data != node_data_a:
                       snake_case__       :   List[str]	      =    node_a.next

                 snake_case__       :   Union[str, Any]	      =    self.head
                 while node_a is not None and node_a.data != node_data_a:
                       snake_case__       :   str	      =    node_a.next

                 if node_a is None or node_a is None:
                       return

                 snake_case__      ,							snake_case__       :   Dict	      =    node_a.data, node_a.data


if __name__ == "__main__":
      A_			      =		LinkedList()
      for i in range(5, 0, -1):
            ll.push(i)

      ll.print_list()

      ll.swap_nodes(1, 4)
      print("After swapping")
      ll.print_list()
