






"""simple docstring"""





import copy

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


UpperCamelCase					=     logging.get_logger(__name__)







class 						_a  (		__UpperCamelCase       ):





   '''simple docstring'''






   UpperCamelCase__     	=							"""hybrid-clip"""
   UpperCamelCase__     	=							True





   def __init__(       self					, UpperCAmelCase_=512					, **UpperCAmelCase_)			->   List[Any]:




          '''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__:							List[Any]         =     kwargs.pop("text_config")
          lowercase__:							List[str]         =     kwargs.pop("vision_config")

          lowercase__:							List[Any]         =     text_config.pop("model_type")
          lowercase__:							Dict         =     vision_config.pop("model_type")

          from transformers import AutoConfig

          lowercase__:							str         =     AutoConfig.for_model(__UpperCamelCase					, **__UpperCamelCase)

          if vision_model_type == "clip":
                 lowercase__:							List[str]         =     AutoConfig.for_model(__UpperCamelCase					, **__UpperCamelCase).vision_config
          elif vision_model_type == "clip_vision_model":
                 from transformers import CLIPVisionConfig

                 lowercase__:							int         =     CLIPVisionConfig(**__UpperCamelCase)
          else:
                 lowercase__:							Optional[int]         =     AutoConfig.for_model(__UpperCamelCase					, **__UpperCamelCase)

          lowercase__:							List[str]         =     projection_dim
          lowercase__:							int         =     1.0





   @classmethod
   def __lowercase							(       cls					, UpperCAmelCase_					, UpperCAmelCase_					, **UpperCAmelCase_)			->   Optional[int]:




          '''simple docstring'''




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





   def __lowercase							(       self)			->   Union[str, Any]:




          '''simple docstring'''




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








'''simple docstring'''







def 				_snake_case (		lowercase						)       ->       Tuple:
				__a       :     Union[str, Any]								=	[7_0_1, 3_0_1, 1_3_2, 5_7, 2_3, 1_0, 4, 1]
				for gap in gaps:
								for i in range(lowercase			,    len(lowercase						)						):
												__a       :     Tuple								=	collection[i]
												__a       :     Optional[int]								=	i
												while j >= gap and collection[j - gap] > insert_value:
																__a       :     Tuple								=	collection[j - gap]
																j -= gap
												if j != i:
																__a       :     Dict								=	insert_value
				return collection


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

					testmod()
					__SCREAMING_SNAKE_CASE		:  Any        =      input('Enter numbers separated by a comma:\n').strip()
					__SCREAMING_SNAKE_CASE		:  Optional[int]        =      [int(item) for item in user_input.split(',')]
					print(shell_sort(unsorted))