




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    :		Optional[Any]			   =       logging.get_logger(__name__)

lowerCamelCase    :		List[Any]			   =       {
    "facebook/deit-base-distilled-patch16-224": (
        "https://huggingface.co/facebook/deit-base-patch16-224/resolve/main/config.json"
    ),
    # See all DeiT models at https://huggingface.co/models?filter=deit
}







class   A(						UpperCamelCase       ):



 '''simple docstring'''


 UpperCamelCase						       =						'''deit'''

 def __init__(    self :  Optional[int]						,							A_ :  str=768						,							A_ :  List[Any]=12						,							A_ :  Union[str, Any]=12						,							A_ :  Union[str, Any]=3072						,							A_ :  Any="gelu"						,							A_ :  Optional[int]=0.0						,							A_ :  str=0.0						,							A_ :  Dict=0.02						,							A_ :  Union[str, Any]=1E-12						,							A_ :  Optional[int]=224						,							A_ :  int=16						,							A_ :  Optional[Any]=3						,							A_ :  Optional[int]=True						,							A_ :  Dict=16						,							**A_ :  str						,							)       ->     Tuple:

       """simple docstring"""






       super().__init__(**A_  )

       lowerCamelCase_							=   hidden_size
       lowerCamelCase_							=   num_hidden_layers
       lowerCamelCase_							=   num_attention_heads
       lowerCamelCase_							=   intermediate_size
       lowerCamelCase_							=   hidden_act
       lowerCamelCase_							=   hidden_dropout_prob
       lowerCamelCase_							=   attention_probs_dropout_prob
       lowerCamelCase_							=   initializer_range
       lowerCamelCase_							=   layer_norm_eps
       lowerCamelCase_							=   image_size
       lowerCamelCase_							=   patch_size
       lowerCamelCase_							=   num_channels
       lowerCamelCase_							=   qkv_bias
       lowerCamelCase_							=   encoder_stride







class   A(						UpperCamelCase       ):



 '''simple docstring'''


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

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

       """simple docstring"""






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





 @property
 def     a__			(    self :  Optional[int]  )       ->     float:

       """simple docstring"""






       return 1E-4









def       _SCREAMING_SNAKE_CASE      (							lowercase     :	Tuple     ,							lowercase     :	Dict     ,							lowercase     :	List[str]     ,							lowercase     :	Dict     ,							lowercase     :	Dict     ,							lowercase     :	List[str]					):


      '''simple docstring'''



      if index == r:
            for j in range(lowercase					):
                  print(data[j]     ,							end=' '					)
            print(' '					)
            return
      #  When no more elements are there to put in data[]
      if i >= n:
            return
      # current is included, put next at next location
      lowerCamelCase_							=   arr[i]
      combination_util(lowercase     ,							lowercase     ,							lowercase     ,							index + 1     ,							lowercase     ,							i + 1					)
      # current is excluded, replace it with
      # next (Note that i+1 is passed, but
      # index is not changed)
      combination_util(lowercase     ,							lowercase     ,							lowercase     ,							lowercase     ,							lowercase     ,							i + 1					)
      # The main function that prints all combinations
      # of size r in arr[] of size n. This function
      # mainly uses combinationUtil()

def       _SCREAMING_SNAKE_CASE      (							lowercase     :	int     ,							lowercase     :	Any     ,							lowercase     :	Tuple					):


      '''simple docstring'''



      lowerCamelCase_							=   [0] * r
      # Print all combination using temporary array 'data[]'
      combination_util(lowercase     ,							lowercase     ,							lowercase     ,							0     ,							lowercase     ,							0					)


if __name__ == "__main__":
 # Driver code to check the function above
 lowerCamelCase    :		int			   =       [10, 20, 30, 40, 50]
 print_combination(arr, len(arr), 3)
 # This code is contributed by Ambuj sahu



