






'''simple docstring'''
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


a_					= logging.get_logger(__name__)

a_					= {
    'facebook/data2vec-vision-base-ft': (
        'https://huggingface.co/facebook/data2vec-vision-base-ft/resolve/main/config.json'
    ),
}






class      __SCREAMING_SNAKE_CASE      (			lowerCamelCase				):
 snake_case_  							=							"""data2vec-vision"""




 def __init__(      self	:							Tuple					,      __lowercase	:							str=7_68					,      __lowercase	:							Tuple=12					,      __lowercase	:							Tuple=12					,      __lowercase	:							Optional[int]=30_72					,      __lowercase	:							Any="gelu"					,      __lowercase	:							List[Any]=0.0					,      __lowercase	:							Dict=0.0					,      __lowercase	:							str=0.02					,      __lowercase	:							List[str]=1e-12					,      __lowercase	:							Tuple=2_24					,      __lowercase	:							Dict=16					,      __lowercase	:							int=3					,      __lowercase	:							Dict=False					,      __lowercase	:							Optional[Any]=False					,      __lowercase	:							List[str]=False					,      __lowercase	:							Optional[Any]=False					,      __lowercase	:							Tuple=0.1					,      __lowercase	:							int=0.1					,      __lowercase	:							List[Any]=True					,      __lowercase	:							List[Any]=[3, 5, 7, 11]					,      __lowercase	:							Any=[1, 2, 3, 6]					,      __lowercase	:							Dict=True					,      __lowercase	:							Optional[int]=0.4					,      __lowercase	:							Optional[Any]=2_56					,      __lowercase	:							Tuple=1					,      __lowercase	:							Optional[Any]=False					,      __lowercase	:							int=2_55					,      **__lowercase	:							Any					,      )	->						List[str]:
       super().__init__(**__lowercase      )

       SCREAMING_SNAKE_CASE__     :				Optional[int]									=hidden_size
       SCREAMING_SNAKE_CASE__     :				Optional[int]									=num_hidden_layers
       SCREAMING_SNAKE_CASE__     :				List[str]									=num_attention_heads
       SCREAMING_SNAKE_CASE__     :				Optional[Any]									=intermediate_size
       SCREAMING_SNAKE_CASE__     :				Any									=hidden_act
       SCREAMING_SNAKE_CASE__     :				Optional[int]									=hidden_dropout_prob
       SCREAMING_SNAKE_CASE__     :				str									=attention_probs_dropout_prob
       SCREAMING_SNAKE_CASE__     :				Optional[int]									=initializer_range
       SCREAMING_SNAKE_CASE__     :				int									=layer_norm_eps

       SCREAMING_SNAKE_CASE__     :				Dict									=image_size
       SCREAMING_SNAKE_CASE__     :				List[Any]									=patch_size
       SCREAMING_SNAKE_CASE__     :				List[Any]									=num_channels
       SCREAMING_SNAKE_CASE__     :				List[Any]									=use_mask_token
       SCREAMING_SNAKE_CASE__     :				List[str]									=use_absolute_position_embeddings
       SCREAMING_SNAKE_CASE__     :				Union[str, Any]									=use_relative_position_bias
       SCREAMING_SNAKE_CASE__     :				List[Any]									=use_shared_relative_position_bias
       SCREAMING_SNAKE_CASE__     :				str									=layer_scale_init_value
       SCREAMING_SNAKE_CASE__     :				Optional[int]									=drop_path_rate
       SCREAMING_SNAKE_CASE__     :				Union[str, Any]									=use_mean_pooling
       # decode head attributes (semantic segmentation)
       SCREAMING_SNAKE_CASE__     :				Dict									=out_indices
       SCREAMING_SNAKE_CASE__     :				int									=pool_scales
       # auxiliary head attributes (semantic segmentation)
       SCREAMING_SNAKE_CASE__     :				Union[str, Any]									=use_auxiliary_head
       SCREAMING_SNAKE_CASE__     :				str									=auxiliary_loss_weight
       SCREAMING_SNAKE_CASE__     :				Optional[int]									=auxiliary_channels
       SCREAMING_SNAKE_CASE__     :				Any									=auxiliary_num_convs
       SCREAMING_SNAKE_CASE__     :				List[Any]									=auxiliary_concat_input
       SCREAMING_SNAKE_CASE__     :				List[str]									=semantic_loss_ignore_index






class      __SCREAMING_SNAKE_CASE      (			lowerCamelCase				):
 snake_case_  							=							version.parse("""1.11"""				)




 @property
 def      __magic_name__	(      self	:							Union[str, Any]      )	->						Mapping[str, Mapping[int, str]]:
       return OrderedDict(
           [
               ('''pixel_values''', {0: '''batch''', 1: '''num_channels''', 2: '''height''', 3: '''width'''}),
           ]      )




 @property
 def      __magic_name__	(      self	:							List[str]      )	->						float:
       return 1e-4







'''simple docstring'''
class      __SCREAMING_SNAKE_CASE      :




 def __init__(      self	:							List[Any]					,      __lowercase	:							int      )	->						None:
       SCREAMING_SNAKE_CASE__     :				Union[str, Any]									=size
       SCREAMING_SNAKE_CASE__     :				List[Any]									=[0] * size
       SCREAMING_SNAKE_CASE__     :				str									=[0] * size




 @staticmethod
 def      __magic_name__	(      __lowercase	:							int      )	->						int:
       return index | (index + 1)




 @staticmethod
 def      __magic_name__	(      __lowercase	:							int      )	->						int:
       return (index & (index + 1)) - 1




 def      __magic_name__	(      self	:							Dict					,      __lowercase	:							int					,      __lowercase	:							int      )	->						None:
       SCREAMING_SNAKE_CASE__     :				List[str]									=value
       while index < self.size:
             SCREAMING_SNAKE_CASE__     :				Any									=self.get_prev(__lowercase      ) + 1
             if current_left_border == index:
                   SCREAMING_SNAKE_CASE__     :				List[str]									=value
             else:
                   SCREAMING_SNAKE_CASE__     :				str									=max(__lowercase					,      __lowercase					,      __lowercase      )
             SCREAMING_SNAKE_CASE__     :				Optional[Any]									=self.get_next(__lowercase      )




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


if __name__ == "__main__":
  import doctest

  doctest.testmod()