




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


snake_case_ : Dict    		=       logging.get_logger(__name__)

snake_case_ : int    		=       {
    "google/vit-base-patch16-224": "https://huggingface.co/vit-base-patch16-224/resolve/main/config.json",
    # See all ViT models at https://huggingface.co/models?filter=vit
}







class __snake_case			(			a		):
   UpperCAmelCase__  :    Dict          =  '''vit'''







   def __init__(      self		:						Any					,						_snake_case		:						List[Any]=768					,						_snake_case		:						Any=12					,						_snake_case		:						List[Any]=12					,						_snake_case		:						Union[str, Any]=3072					,						_snake_case		:						Dict="gelu"					,						_snake_case		:						List[str]=0.0					,						_snake_case		:						List[Any]=0.0					,						_snake_case		:						Optional[Any]=0.0_2					,						_snake_case		:						Tuple=1e-12					,						_snake_case		:						Dict=224					,						_snake_case		:						Tuple=16					,						_snake_case		:						int=3					,						_snake_case		:						List[str]=True					,						_snake_case		:						Optional[int]=16					,						**_snake_case		:						Tuple					,						):

        """simple docstring"""


        super().__init__(**_snake_case)

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







class __snake_case			(			a		):
   UpperCAmelCase__  :    Optional[Any]          =  version.parse('''1.11'''		)







   @property
   def lowerCamelCase						(      self		:						Optional[int]):

        """simple docstring"""


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







   @property
   def lowerCamelCase						(      self		:						Union[str, Any]):

        """simple docstring"""


        return 1e-4














"""simple docstring"""


from __future__ import annotations


class 					snake_case		:


   '''simple docstring'''

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

     '''simple docstring'''
     __A									= data
     __A									= None






   def __repr__(	self :     Union[str, Any]  ):

     '''simple docstring'''
     __A									= []
     __A									= self
     while temp:
       string_rep.append(f'{temp.data}'  )
       __A									= temp.next
     return "->".join(_lowerCamelCase  )





def 					lowerCAmelCase				(    __UpperCamelCase ):




  """simple docstring"""







  if not elements_list:
    raise Exception('''The Elements List is empty''' )

  __A									= __A									= Node(elements_list[0] )
  for i in range(1		,       len(__UpperCamelCase ) ):
    __A									= Node(elements_list[i] )
    __A									= current.next
  return head



def 					lowerCAmelCase				(    __UpperCamelCase ):




  """simple docstring"""







  if head_node is not None and isinstance(__UpperCamelCase		,       __UpperCamelCase ):
    print_reverse(head_node.next )
    print(head_node.data )



def 					lowerCAmelCase				(    ):




  """simple docstring"""







  from doctest import testmod

  testmod()

  __A									= make_linked_list([1_4, 5_2, 1_4, 1_2, 4_3] )
  print('''Linked List:''' )
  print(__UpperCamelCase )
  print('''Elements in Reverse:''' )
  print_reverse(__UpperCamelCase )


if __name__ == "__main__":
       main()




