

'''simple docstring'''
import copy

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


_snake_case     						=						logging.get_logger(__name__)


class      a__						(							lowerCamelCase_						):
   _SCREAMING_SNAKE_CASE					:  int			 =							'hybrid-clip'
   _SCREAMING_SNAKE_CASE					:  List[str]			 =							True


   def __init__(				self    ,       _UpperCamelCase=512    ,       **_UpperCamelCase						):





      """simple docstring"""





      super().__init__(**_UpperCamelCase						)

      if "text_config" not in kwargs:
         raise ValueError("`text_config` can not be `None`."						)

      if "vision_config" not in kwargs:
         raise ValueError("`vision_config` can not be `None`."						)

      _lowercase    :   Tuple      =     kwargs.pop("text_config"						)
      _lowercase    :   Tuple      =     kwargs.pop("vision_config"						)

      _lowercase    :   List[Any]      =     text_config.pop("model_type"						)
      _lowercase    :   Optional[int]      =     vision_config.pop("model_type"						)

      from transformers import AutoConfig

      _lowercase    :   Dict      =     AutoConfig.for_model(_UpperCamelCase    ,       **_UpperCamelCase						)

      if vision_model_type == "clip":
         _lowercase    :   Optional[Any]      =     AutoConfig.for_model(_UpperCamelCase    ,       **_UpperCamelCase						).vision_config
      elif vision_model_type == "clip_vision_model":
         from transformers import CLIPVisionConfig

         _lowercase    :   Optional[Any]      =     CLIPVisionConfig(**_UpperCamelCase						)
      else:
         _lowercase    :   Any      =     AutoConfig.for_model(_UpperCamelCase    ,       **_UpperCamelCase						)

      _lowercase    :   List[str]      =     projection_dim
      _lowercase    :   Tuple      =     1.0


   @classmethod
   def 		_lowerCamelCase     (				cls    ,       _UpperCamelCase    ,       _UpperCamelCase    ,       **_UpperCamelCase						):





      """simple docstring"""





      return cls(text_config=text_config.to_dict()    ,       vision_config=vision_config.to_dict()    ,       **_UpperCamelCase						)






   def 		_lowerCamelCase     (				self						):





      """simple docstring"""





      _lowercase    :   Optional[int]      =     copy.deepcopy(self.__dict__						)
      _lowercase    :   List[str]      =     self.text_config.to_dict()
      _lowercase    :   Any      =     self.vision_config.to_dict()
      _lowercase    :   int      =     self.__class__.model_type
      return output









'''simple docstring'''
def       _A	(			snake_case  )    ->			int:

   # validate:
   if not isinstance(snake_case	,							snake_case  ) or not all(
       isinstance(snake_case	,							snake_case  ) and item >= 0 for item in citations  ):
      raise ValueError("The citations should be a list of non negative integers."  )

   citations.sort()
   _lowercase    :   Tuple      =     len(snake_case  )

   for i in range(snake_case  ):
      if citations[len_citations - 1 - i] <= i:
         return i

   return len_citations


if __name__ == "__main__":
    import doctest

    doctest.testmod()






