
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


lowercase__				:				Tuple						=      logging.get_logger(__name__)

lowercase__				:				int						=      {
    "MBZUAI/swiftformer-xs": "https://huggingface.co/MBZUAI/swiftformer-xs/resolve/main/config.json",
}






class 							SCREAMING_SNAKE_CASE__     (				SCREAMING_SNAKE_CASE_     ):

							"""simple docstring"""






							_snake_case  		=	'swiftformer'



							def __init__(	self  ,						SCREAMING_SNAKE_CASE_=3  ,						SCREAMING_SNAKE_CASE_=[3, 3, 6, 4]  ,						SCREAMING_SNAKE_CASE_=[48, 56, 112, 220]  ,						SCREAMING_SNAKE_CASE_=4  ,						SCREAMING_SNAKE_CASE_=[True, True, True, True]  ,						SCREAMING_SNAKE_CASE_="gelu"  ,						SCREAMING_SNAKE_CASE_=3  ,						SCREAMING_SNAKE_CASE_=2  ,						SCREAMING_SNAKE_CASE_=1  ,						SCREAMING_SNAKE_CASE_=0.0  ,						SCREAMING_SNAKE_CASE_=True  ,						SCREAMING_SNAKE_CASE_=1E-5  ,						SCREAMING_SNAKE_CASE_=1E-5  ,						**SCREAMING_SNAKE_CASE_  ,						)-> Any:





													'''simple docstring'''






													super().__init__(**SCREAMING_SNAKE_CASE_      )
													__UpperCamelCase  	=      num_channels
													__UpperCamelCase  	=      depths
													__UpperCamelCase  	=      embed_dims
													__UpperCamelCase  	=      mlp_ratio
													__UpperCamelCase  	=      downsamples
													__UpperCamelCase  	=      hidden_act
													__UpperCamelCase  	=      down_patch_size
													__UpperCamelCase  	=      down_stride
													__UpperCamelCase  	=      down_pad
													__UpperCamelCase  	=      drop_path_rate
													__UpperCamelCase  	=      use_layer_scale
													__UpperCamelCase  	=      layer_scale_init_value
													__UpperCamelCase  	=      batch_norm_eps






class 							SCREAMING_SNAKE_CASE__     (				SCREAMING_SNAKE_CASE_     ):

							"""simple docstring"""






							_snake_case  		=	version.parse('1.11'     )



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





													'''simple docstring'''






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



							@property
							def      A__		(	self      )-> float:





													'''simple docstring'''






													return 1E-4






"""simple docstring"""







def       __UpperCAmelCase		(		a_      :		list[int]					)  ->							int:

   # validate:
   if not isinstance(a_     ,	a_					) or not all(
       isinstance(a_     ,	a_					) and item >= 0 for item in citations					):
      raise ValueError("The citations should be a list of non negative integers."					)

   citations.sort()
   _UpperCAmelCase 						=       len(a_					)

   for i in range(a_					):
      if citations[len_citations - 1 - i] <= i:
         return i

   return len_citations


if __name__ == "__main__":
  import doctest

  doctest.testmod()

