code: 
  
  
  
  
  
  
  import copy
  
  from transformers.configuration_utils import PretrainedConfig
  from transformers.utils import logging
  
  
  __snake_case							      =						logging.get_logger(__name__)
  
  
  
  
  
  
  
  class     UpperCAmelCase_		(      lowercase				):
  
  
  
        """simple docstring"""
        UpperCamelCase_       :      str     ='hybrid-clip'
        UpperCamelCase_       :      Tuple     =True
        def __init__(       self					,       SCREAMING_SNAKE_CASE_=512					,       **SCREAMING_SNAKE_CASE_				)       ->   Optional[Any]:
            super().__init__(**SCREAMING_SNAKE_CASE_				)
  
            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`.'''				)
  
            UpperCamelCase :int										=     kwargs.pop('''text_config'''				)
            UpperCamelCase :List[Any]										=     kwargs.pop('''vision_config'''				)
  
            UpperCamelCase :Any										=     text_config.pop('''model_type'''				)
            UpperCamelCase :List[Any]										=     vision_config.pop('''model_type'''				)
  
            from transformers import AutoConfig
  
            UpperCamelCase :List[Any]										=     AutoConfig.for_model(SCREAMING_SNAKE_CASE_					,       **SCREAMING_SNAKE_CASE_				)
  
            if vision_model_type == "clip":
                UpperCamelCase :Any										=     AutoConfig.for_model(SCREAMING_SNAKE_CASE_					,       **SCREAMING_SNAKE_CASE_				).vision_config
            elif vision_model_type == "clip_vision_model":
                from transformers import CLIPVisionConfig
  
                UpperCamelCase :str										=     CLIPVisionConfig(**SCREAMING_SNAKE_CASE_				)
            else:
                UpperCamelCase :List[str]										=     AutoConfig.for_model(SCREAMING_SNAKE_CASE_					,       **SCREAMING_SNAKE_CASE_				)
  
            UpperCamelCase :Tuple										=     projection_dim
            UpperCamelCase :Any										=     1.0
        @classmethod
        def 					UpperCAmelCase		(       cls					,       SCREAMING_SNAKE_CASE_					,       SCREAMING_SNAKE_CASE_					,       **SCREAMING_SNAKE_CASE_				)       ->   Dict:
            return cls(text_config=text_config.to_dict()					,       vision_config=vision_config.to_dict()					,       **SCREAMING_SNAKE_CASE_				)
  
  
  
  
        def 					UpperCAmelCase		(       self				)       ->   Any:
            UpperCamelCase :List[str]										=     copy.deepcopy(self.__dict__				)
            UpperCamelCase :List[str]										=     self.text_config.to_dict()
            UpperCamelCase :Optional[int]										=     self.vision_config.to_dict()
            UpperCamelCase :Optional[Any]										=     self.__class__.model_type
            return output
  
  
  
  
  
  
style_context: 
  
  
  
  
  
  
  from __future__ import annotations
  
  
  
  
  
  
  
  class     UpperCAmelCase_		:
  
  
  
        """simple docstring"""
        def __init__(       self					,       SCREAMING_SNAKE_CASE_				)       ->   None:
            UpperCamelCase :Tuple										=     value
            UpperCamelCase :Node | None										=     None
            UpperCamelCase :Node | None										=     None
  
  
  
  
  
  
  
  class     UpperCAmelCase_		:
  
  
  
        """simple docstring"""
        UpperCamelCase_       :      int
        def __init__(       self				)       ->   None:
            UpperCamelCase :List[Any]										=     0
        def 					UpperCAmelCase		(       self					,       SCREAMING_SNAKE_CASE_					,       SCREAMING_SNAKE_CASE_				)       ->   None:
            if node is None:
                return
  
            if path_sum == self.target:
                self.paths += 1
  
            if node.left:
                self.depth_first_search(node.left					,       path_sum + node.left.value				)
            if node.right:
                self.depth_first_search(node.right					,       path_sum + node.right.value				)
  
  
  
  
        def 					UpperCAmelCase		(       self					,       SCREAMING_SNAKE_CASE_					,       SCREAMING_SNAKE_CASE_ = None				)       ->   int:
            if node is None:
                return 0
            if target is not None:
                UpperCamelCase :Tuple										=     target
  
            self.depth_first_search(SCREAMING_SNAKE_CASE_					,       node.value				)
            self.path_sum(node.left				)
            self.path_sum(node.right				)
  
            return self.paths
  
  
  if __name__ == "__main__":
   import doctest
  
   doctest.testmod()
  
  
  
  
  
  