




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


lowerCamelCase    :		int			   =       logging.get_logger(__name__)

lowerCamelCase    :		Any			   =       {
    "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   A(						UpperCamelCase       ):



 '''simple docstring'''


 UpperCamelCase						       =						'''poolformer'''

 def __init__(    self :  str						,							A_ :  List[Any]=3						,							A_ :  Optional[int]=16						,							A_ :  Dict=16						,							A_ :  Union[str, Any]=3						,							A_ :  int=4.0						,							A_ :  Any=[2, 2, 6, 2]						,							A_ :  str=[64, 128, 320, 512]						,							A_ :  List[Any]=[7, 3, 3, 3]						,							A_ :  str=[4, 2, 2, 2]						,							A_ :  Optional[Any]=[2, 1, 1, 1]						,							A_ :  int=4						,							A_ :  Union[str, Any]=0.0						,							A_ :  Dict="gelu"						,							A_ :  Optional[int]=True						,							A_ :  int=1E-5						,							A_ :  Dict=0.02						,							**A_ :  Tuple						,							)       ->     int:

       """simple docstring"""






       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__(**A_  )







class   A(						UpperCamelCase       ):



 '''simple docstring'''


 UpperCamelCase						       =						version.parse('''1.11'''       )

 @property
 def     a__			(    self :  Tuple  )       ->     Mapping[str, Mapping[int, str]]:

       """simple docstring"""






       return OrderedDict(
           [
               ('pixel_values', {0: 'batch', 1: 'num_channels', 2: 'height', 3: 'width'}),
           ]  )





 @property
 def     a__			(    self :  Any  )       ->     float:

       """simple docstring"""






       return 2E-3









import math

def       _SCREAMING_SNAKE_CASE      (							lowercase     :	int					):


      '''simple docstring'''



      lowerCamelCase_							=   0
      lowerCamelCase_							=   0
      while num > 0:
            lowerCamelCase_							=   num % 8
            lowerCamelCase_							=   octal + (remainder * math.floor(math.pow(10     ,							lowercase					)					))
            counter += 1
            lowerCamelCase_							=   math.floor(num / 8					)  # basically /= 8 without remainder if any
            # This formatting removes trailing '.0' from `octal`.
      return f"""0o{int(lowercase					)}"""

def       _SCREAMING_SNAKE_CASE      (							):


      '''simple docstring'''



      print('\n2 in octal is:'					)
      print(decimal_to_octal(2					)					)  # = 2
      print('\n8 in octal is:'					)
      print(decimal_to_octal(8					)					)  # = 10
      print('\n65 in octal is:'					)
      print(decimal_to_octal(65					)					)  # = 101
      print('\n216 in octal is:'					)
      print(decimal_to_octal(2_16					)					)  # = 330
      print('\n512 in octal is:'					)
      print(decimal_to_octal(5_12					)					)  # = 1000
      print('\n'					)


if __name__ == "__main__":
 main()



