


'''simple docstring'''

from __future__ import annotations

import matplotlib.pyplot as plt  # type: ignore
import numpy

# initial triangle of Koch snowflake
_UpperCAmelCase				: Optional[Any]							    =				numpy.array([0, 0])
_UpperCAmelCase				: Tuple							    =				numpy.array([0.5, 0.8_66_02_54])
_UpperCAmelCase				: str							    =				numpy.array([1, 0])
_UpperCAmelCase				: int							    =				[VECTOR_1, VECTOR_2, VECTOR_3, VECTOR_1]

def 							__magic_name__(						lowerCamelCase,				lowerCamelCase):
						__lowerCAmelCase							       =				initial_vectors
						for _ in range(lowerCamelCase):
												__lowerCAmelCase							       =				iteration_step(lowerCamelCase)
						return vectors

def 							__magic_name__(						lowerCamelCase):
						__lowerCAmelCase							       =				[]
						for i, start_vector in enumerate(vectors[:-1]):
												__lowerCAmelCase							       =				vectors[i + 1]
												new_vectors.append(lowerCamelCase)
												__lowerCAmelCase							       =				end_vector - start_vector
												new_vectors.append(start_vector + difference_vector / 3)
												new_vectors.append(
												    start_vector + difference_vector / 3 + rotate(difference_vector / 3,				6_0))
												new_vectors.append(start_vector + difference_vector * 2 / 3)
						new_vectors.append(vectors[-1])
						return new_vectors

def 							__magic_name__(						lowerCamelCase,				lowerCamelCase):
						__lowerCAmelCase							       =				numpy.radians(lowerCamelCase)
						__lowerCAmelCase       ,					__lowerCAmelCase							       =				numpy.cos(lowerCamelCase), numpy.sin(lowerCamelCase)
						__lowerCAmelCase							       =				numpy.array(((c, -s), (s, c)))
						return numpy.dot(lowerCamelCase,				lowerCamelCase)

def 							__magic_name__(						lowerCamelCase):
						__lowerCAmelCase							       =				plt.gca()
						axes.set_aspect('''equal''')

						# matplotlib.pyplot.plot takes a list of all x-coordinates and a list of all
						# y-coordinates as inputs, which are constructed from the vector-list using
						# zip()
						__lowerCAmelCase       ,					__lowerCAmelCase							       =				zip(*lowerCamelCase)
						plt.plot(lowerCamelCase,				lowerCamelCase)
						plt.show()


if __name__ == "__main__":
	import doctest

	doctest.testmod()

	_UpperCAmelCase				: Dict							    =				iterate(INITIAL_VECTORS, 5)
	plot(processed_vectors)





'''simple docstring'''

from ..utils import DummyObject, requires_backends


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		Optional[int]	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		Dict	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		Any	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		str	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		Tuple	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		Optional[int]	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		List[Any]	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		Optional[int]	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		Optional[int]	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		int	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		int	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)

def 							__magic_name__(						*lowerCamelCase,				**lowerCamelCase):
						requires_backends(lowerCamelCase,				['''torch'''])

def 							__magic_name__(						*lowerCamelCase,				**lowerCamelCase):
						requires_backends(lowerCamelCase,				['''torch'''])

def 							__magic_name__(						*lowerCamelCase,				**lowerCamelCase):
						requires_backends(lowerCamelCase,				['''torch'''])

def 							__magic_name__(						*lowerCamelCase,				**lowerCamelCase):
						requires_backends(lowerCamelCase,				['''torch'''])

def 							__magic_name__(						*lowerCamelCase,				**lowerCamelCase):
						requires_backends(lowerCamelCase,				['''torch'''])

def 							__magic_name__(						*lowerCamelCase,				**lowerCamelCase):
						requires_backends(lowerCamelCase,				['''torch'''])

def 							__magic_name__(						*lowerCamelCase,				**lowerCamelCase):
						requires_backends(lowerCamelCase,				['''torch'''])


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		List[str]	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		List[Any]	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		Dict	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		List[Any]	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		List[str]	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		Dict	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		Union[str, Any]	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		Optional[int]	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		int	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		Optional[Any]	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		List[Any]	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		str	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		int	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		Dict	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		Tuple	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		Dict	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		int	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		Optional[Any]	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		Optional[Any]	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		List[str]	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		List[str]	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		str	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		Tuple	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		Optional[Any]	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		List[Any]	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		Dict	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		Any	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		List[Any]	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		List[str]	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		int	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		Dict	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		List[Any]	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		Dict	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		Any	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		List[str]	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		Optional[int]	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		Union[str, Any]	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		Dict	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)


class       a__				( metaclass=__A      ):







				"""simple docstring"""



				__UpperCamelCase    :		Dict	=	['torch']




				def __init__(self       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(self       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)




				@classmethod
				def 					_snake_case  (cls       ,			*__lowercase       ,			**__lowercase		):
										requires_backends(cls       ,			['''torch''']		)

