


'''simple docstring'''

from ..utils import DummyObject, requires_backends
class   __lowerCAmelCase						(metaclass=lowercase_					):





      '''simple docstring'''






      lowerCAmelCase__ :					Any   =							["""torch""", """transformers""", """invisible_watermark"""]



      def __init__(self   :   Union[str, Any]       ,						*UpperCamelCase   :   Tuple       ,						**UpperCamelCase   :   Optional[Any]			):

             '''simple docstring'''







             requires_backends(self       ,						['''torch''', '''transformers''', '''invisible_watermark''']			)



      @classmethod
      def 				UpperCamelCase__		(cls   :   Tuple       ,						*UpperCamelCase   :   int       ,						**UpperCamelCase   :   Optional[int]			):

             '''simple docstring'''







             requires_backends(cls       ,						['''torch''', '''transformers''', '''invisible_watermark''']			)






      @classmethod
      def 				UpperCamelCase__		(cls   :   List[Any]       ,						*UpperCamelCase   :   Union[str, Any]       ,						**UpperCamelCase   :   Tuple			):

             '''simple docstring'''







             requires_backends(cls       ,						['''torch''', '''transformers''', '''invisible_watermark''']			)






class   __lowerCAmelCase						(metaclass=lowercase_					):





      '''simple docstring'''






      lowerCAmelCase__ :					int   =							["""torch""", """transformers""", """invisible_watermark"""]



      def __init__(self   :   Optional[int]       ,						*UpperCamelCase   :   int       ,						**UpperCamelCase   :   Optional[Any]			):

             '''simple docstring'''







             requires_backends(self       ,						['''torch''', '''transformers''', '''invisible_watermark''']			)



      @classmethod
      def 				UpperCamelCase__		(cls   :   int       ,						*UpperCamelCase   :   int       ,						**UpperCamelCase   :   Any			):

             '''simple docstring'''







             requires_backends(cls       ,						['''torch''', '''transformers''', '''invisible_watermark''']			)






      @classmethod
      def 				UpperCamelCase__		(cls   :   Dict       ,						*UpperCamelCase   :   Union[str, Any]       ,						**UpperCamelCase   :   int			):

             '''simple docstring'''







             requires_backends(cls       ,						['''torch''', '''transformers''', '''invisible_watermark''']			)








'''simple docstring'''

def _SCREAMING_SNAKE_CASE				(A	)	->	list:






       """simple docstring"""







       lowercase__				      =			len(A	)

       # Set the gap value to be decreased by a factor of 1.3
       # after each iteration
       lowercase__				      =			1.3

       # Continue sorting until the gap is 1
       while gap > 1:
              # Decrease the gap value
              lowercase__				      =			int(gap / shrink	)

              # Sort the elements using insertion sort
              for i in range(A  ,			len(A	)	):
                     lowercase__				      =			collection[i]
                     lowercase__				      =			i
                     while j >= gap and collection[j - gap] > temp:
                            lowercase__				      =			collection[j - gap]
                            j -= gap
                     lowercase__				      =			temp

       return collection


if __name__ == "__main__":
 import doctest

 doctest.testmod()




