




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


_UpperCAmelCase		:  List[str]	=   logging.get_logger(__name__)

_UpperCAmelCase		:  List[str]	=   {
    "sayakpaul/vit-msn-base": "https://huggingface.co/sayakpaul/vit-msn-base/resolve/main/config.json",
    # See all ViT MSN models at https://huggingface.co/models?filter=vit_msn
}




class       __lowerCAmelCase				(							lowerCAmelCase):
       _a           =  '''vit_msn'''






       def __init__(      self:    Dict				,    _lowerCAmelCase:    Union[str, Any]=7_68				,    _lowerCAmelCase:    List[Any]=12				,    _lowerCAmelCase:    Optional[Any]=12				,    _lowerCAmelCase:    Union[str, Any]=30_72				,    _lowerCAmelCase:    List[str]="gelu"				,    _lowerCAmelCase:    str=0.0				,    _lowerCAmelCase:    Union[str, Any]=0.0				,    _lowerCAmelCase:    Any=0.02				,    _lowerCAmelCase:    Any=1e-0_6				,    _lowerCAmelCase:    Tuple=2_24				,    _lowerCAmelCase:    Union[str, Any]=16				,    _lowerCAmelCase:    Optional[Any]=3				,    _lowerCAmelCase:    Tuple=True				,    **_lowerCAmelCase:    Tuple				,    ):
         super().__init__(**_lowerCAmelCase )

         lowercase			:List[Any]							=  hidden_size
         lowercase			:int							=  num_hidden_layers
         lowercase			:Union[str, Any]							=  num_attention_heads
         lowercase			:List[Any]							=  intermediate_size
         lowercase			:Optional[int]							=  hidden_act
         lowercase			:List[str]							=  hidden_dropout_prob
         lowercase			:int							=  attention_probs_dropout_prob
         lowercase			:Optional[int]							=  initializer_range
         lowercase			:Union[str, Any]							=  layer_norm_eps
         lowercase			:Dict							=  image_size
         lowercase			:List[str]							=  patch_size
         lowercase			:Any							=  num_channels
         lowercase			:int							=  qkv_bias









def 					UpperCAmelCase__     (   lowerCamelCase,	lowerCamelCase      ):
  lowercase			:List[str]							=  ""
  for word_or_phrase in separated:
    if not isinstance(lowerCamelCase,	lowerCamelCase      ):
      raise Exception("join() accepts only strings to be joined"      )
    joined += word_or_phrase + separator
  return joined.strip(lowerCamelCase      )


if __name__ == "__main__":
     from doctest import testmod

     testmod()



