


'''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


__A					:  Optional[int]											=      logging.get_logger(__name__)

__A					:  Optional[int]											=      {
    "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    __snake_case       (   _UpperCAmelCase):







    """simple docstring"""



    lowercase    =					'poolformer'

    def __init__(   self    :  Optional[Any]    ,						lowerCamelCase    :  int=3    ,						lowerCamelCase    :  Union[str, Any]=16    ,						lowerCamelCase    :  Tuple=16    ,						lowerCamelCase    :  List[Any]=3    ,						lowerCamelCase    :  List[str]=4.0    ,						lowerCamelCase    :  Optional[int]=[2, 2, 6, 2]    ,						lowerCamelCase    :  str=[64, 1_28, 3_20, 5_12]    ,						lowerCamelCase    :  int=[7, 3, 3, 3]    ,						lowerCamelCase    :  Optional[int]=[4, 2, 2, 2]    ,						lowerCamelCase    :  Optional[int]=[2, 1, 1, 1]    ,						lowerCamelCase    :  List[Any]=4    ,						lowerCamelCase    :  Any=0.0    ,						lowerCamelCase    :  Dict="gelu"    ,						lowerCamelCase    :  Tuple=True    ,						lowerCamelCase    :  Optional[Any]=1E-5    ,						lowerCamelCase    :  str=0.02    ,						**lowerCamelCase    :  Dict    ,						)   ->  str:
      lowerCAmelCase_			:      Optional[int]			=   num_channels
      lowerCAmelCase_			:      List[str]			=   patch_size
      lowerCAmelCase_			:      List[str]			=   stride
      lowerCAmelCase_			:      Any			=   padding
      lowerCAmelCase_			:      int			=   pool_size
      lowerCAmelCase_			:      Tuple			=   hidden_sizes
      lowerCAmelCase_			:      List[str]			=   mlp_ratio
      lowerCAmelCase_			:      Optional[int]			=   depths
      lowerCAmelCase_			:      List[Any]			=   patch_sizes
      lowerCAmelCase_			:      Any			=   strides
      lowerCAmelCase_			:      str			=   num_encoder_blocks
      lowerCAmelCase_			:      List[str]			=   drop_path_rate
      lowerCAmelCase_			:      Dict			=   hidden_act
      lowerCAmelCase_			:      List[Any]			=   use_layer_scale
      lowerCAmelCase_			:      Optional[int]			=   layer_scale_init_value
      lowerCAmelCase_			:      str			=   initializer_range
      super().__init__(**a__		)







class    __snake_case       (   _UpperCAmelCase):







    """simple docstring"""



    lowercase    =					version.parse('1.11')

    @property
    def __lowercase   (   self    :  Union[str, Any]		)   ->  List[Any]:
      return OrderedDict(
          [
              ("""pixel_values""", {0: """batch""", 1: """num_channels""", 2: """height""", 3: """width"""}),
          ]		)





    @property
    def __lowercase   (   self    :  int		)   ->  Union[str, Any]:
      return 2E-3










import socket






def lowerCamelCase__    (							)      ->				Any:
   __snake_case							       =   socket.socket(socket.AF_INET       ,      socket.SOCK_STREAM       )
   __snake_case							       =   socket.gethostname()
   __snake_case							       =   1_2312

   sock.connect((host, port)       )
   sock.send(B'''Hello server!'''       )

   with open('''Received_file'''       ,      '''wb'''       ) as out_file:
      print('''File opened'''       )
      print('''Receiving data...'''       )
      while True:
         __snake_case							       =   sock.recv(1024       )
         if not data:
            break
         out_file.write(snake_case_       )

   print('''Successfully received the file'''       )
   sock.close()
   print('''Connection closed'''       )


if __name__ == "__main__":
    main()

