




"""simple docstring"""

def 		_snake_case	(   _snake_case				:   Any							,    _snake_case				:   List[Any]							,    _snake_case				:   List[Any]=False				)       ->   List[Any]:






      '''simple docstring'''


      if isinstance(_snake_case							,    _snake_case				) and isinstance(_snake_case							,    _snake_case				):
            _A     =  len(set_a.intersection(_snake_case				)				)

            if alternative_union:
                  _A     =  len(_snake_case				) + len(_snake_case				)
            else:
                  _A     =  len(set_a.union(_snake_case				)				)

            return intersection / union

      if isinstance(_snake_case							,    (list, tuple)				) and isinstance(_snake_case							,    (list, tuple)				):
            _A     =  [element for element in set_a if element in set_b]

            if alternative_union:
                  _A     =  len(_snake_case				) + len(_snake_case				)
                  return len(_snake_case				) / union
            else:
                  _A     =  set_a + [element for element in set_b if element not in set_a]
                  return len(_snake_case				) / len(_snake_case				)

            return len(_snake_case				) / len(_snake_case				)
      return None


if __name__ == "__main__":
       a							      =     {'''a''', '''b''', '''c''', '''d''', '''e'''}
       a							      =     {'''c''', '''d''', '''e''', '''f''', '''h''', '''i'''}
       print(jaccard_similarity(set_a, set_b))







"""simple docstring"""

from ...configuration_utils import PretrainedConfig
from ...utils import logging


a							      =     logging.get_logger(__name__)

a							      =     {
    '''facebook/vit-mae-base''': '''https://huggingface.co/facebook/vit-mae-base/resolve/main/config.json''',
    # See all ViT MAE models at https://huggingface.co/models?filter=vit-mae
}





class 							lowercase_			(	__lowerCAmelCase				):



 '''simple docstring'''
 UpperCAmelCase       :	int     =      '''vit_mae'''

 def __init__(					self			:			Union[str, Any]       ,				_UpperCAmelCase			:			Optional[int]=768       ,				_UpperCAmelCase			:			Tuple=12       ,				_UpperCAmelCase			:			Optional[Any]=12       ,				_UpperCAmelCase			:			Optional[int]=3_072       ,				_UpperCAmelCase			:			Any="gelu"       ,				_UpperCAmelCase			:			Optional[Any]=0.0       ,				_UpperCAmelCase			:			Optional[int]=0.0       ,				_UpperCAmelCase			:			Dict=0.02       ,				_UpperCAmelCase			:			List[Any]=1E-1_2       ,				_UpperCAmelCase			:			Optional[Any]=224       ,				_UpperCAmelCase			:			int=16       ,				_UpperCAmelCase			:			str=3       ,				_UpperCAmelCase			:			Tuple=True       ,				_UpperCAmelCase			:			int=16       ,				_UpperCAmelCase			:			str=512       ,				_UpperCAmelCase			:			int=8       ,				_UpperCAmelCase			:			List[Any]=2_048       ,				_UpperCAmelCase			:			Optional[Any]=0.75       ,				_UpperCAmelCase			:			List[str]=False       ,				**_UpperCAmelCase			:			Union[str, Any]       ,				):
       super().__init__(**_UpperCAmelCase						)

       _A     =  hidden_size
       _A     =  num_hidden_layers
       _A     =  num_attention_heads
       _A     =  intermediate_size
       _A     =  hidden_act
       _A     =  hidden_dropout_prob
       _A     =  attention_probs_dropout_prob
       _A     =  initializer_range
       _A     =  layer_norm_eps
       _A     =  image_size
       _A     =  patch_size
       _A     =  num_channels
       _A     =  qkv_bias
       _A     =  decoder_num_attention_heads
       _A     =  decoder_hidden_size
       _A     =  decoder_num_hidden_layers
       _A     =  decoder_intermediate_size
       _A     =  mask_ratio
       _A     =  norm_pix_loss

