




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"""







class 						_A  :







    """simple docstring"""




    def __init__(					self				:    int				, __UpperCAmelCase				:    int):
      a						:		Tuple      							=			size
      a						:		Dict      							=			[0] * size
      a						:		Optional[int]      							=			[0] * size






    @staticmethod
    def 	__snake_case							(					__UpperCAmelCase				:    int):
      return index | (index + 1)






    @staticmethod
    def 	__snake_case							(					__UpperCAmelCase				:    int):
      return (index & (index + 1)) - 1






    def 	__snake_case							(					self				:    List[str]				, __UpperCAmelCase				:    int				, __UpperCAmelCase				:    int):
      a						:		Union[str, Any]      							=			value
      while index < self.size:
        a						:		Dict      							=			self.get_prev(__UpperCAmelCase) + 1
        if current_left_border == index:
          a						:		Optional[int]      							=			value
        else:
          a						:		Any      							=			max(__UpperCAmelCase				, __UpperCAmelCase				, __UpperCAmelCase)
        a						:		Optional[int]      							=			self.get_next(__UpperCAmelCase)






    def 	__snake_case							(					self				:    Union[str, Any]				, __UpperCAmelCase				:    int				, __UpperCAmelCase				:    int):
      right -= 1  # Because of right is exclusive
      a						:		List[str]      							=			0
      while left <= right:
        a						:		Dict      							=			self.get_prev(__UpperCAmelCase)
        if left <= current_left:
          a						:		Optional[int]      							=			max(__UpperCAmelCase				, self.tree[right])
          a						:		Optional[Any]      							=			current_left
        else:
          a						:		List[str]      							=			max(__UpperCAmelCase				, self.arr[right])
          right -= 1
      return result


if __name__ == "__main__":
 import doctest

 doctest.testmod()






