'''simple docstring'''




import os
import time

import pytest

from datasets.utils.filelock import FileLock, Timeout






def __lowerCAmelCase (							UpperCamelCase__				)	->    List[str]:
    __lowerCamelCase		=  FileLock(str(tmpdir / '''foo.lock'''				)				)
    __lowerCamelCase		=  FileLock(str(tmpdir / '''foo.lock'''				)				)
    __lowerCamelCase		=  0.0_1
    with locka.acquire():
        with pytest.raises(UpperCamelCase__				):
            __lowerCamelCase		=  time.time()
            locka.acquire(UpperCamelCase__				)
            assert time.time() - _start > timeout






def __lowerCAmelCase (							UpperCamelCase__				)	->    Optional[Any]:
    __lowerCamelCase		=  '''a''' * 10_00 + '''.lock'''
    __lowerCamelCase		=  FileLock(str(tmpdir / filename				)				)
    assert locka._lock_file.endswith('''.lock'''				)
    assert not locka._lock_file.endswith(UpperCamelCase__				)
    assert len(os.path.basename(locka._lock_file				)				) <= 2_55
    __lowerCamelCase		=  FileLock(tmpdir / filename				)
    with locka.acquire():
        with pytest.raises(UpperCamelCase__				):
            locka.acquire(0				)



from ..utils import DummyObject, requires_backends







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




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



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    List[str]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Optional[Any]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    int:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	Dict    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    List[str]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    List[str]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Optional[int]:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




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



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Union[str, Any]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Optional[int]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    List[str]:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	Dict    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    List[Any]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Optional[Any]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Union[str, Any]:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	Dict    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    str:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Tuple:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Any:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




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



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    List[Any]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Optional[int]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Any:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	int    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Dict:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    str:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Tuple:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




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



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    int:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    str:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Optional[Any]:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




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



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Tuple:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Optional[int]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Optional[Any]:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




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



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Optional[Any]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Optional[Any]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Union[str, Any]:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




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



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Dict:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Tuple:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    List[Any]:






     """simple docstring"""






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





def 			UpperCAmelCase__				(			*_A      : Optional[Any]	,      **_A      : Optional[Any]							):





  '''simple docstring'''







  requires_backends(_A	,      ['''torch''']							)




def 			UpperCAmelCase__				(			*_A      : Union[str, Any]	,      **_A      : List[Any]							):





  '''simple docstring'''







  requires_backends(_A	,      ['''torch''']							)




def 			UpperCAmelCase__				(			*_A      : Union[str, Any]	,      **_A      : Tuple							):





  '''simple docstring'''







  requires_backends(_A	,      ['''torch''']							)




def 			UpperCAmelCase__				(			*_A      : List[str]	,      **_A      : List[str]							):





  '''simple docstring'''







  requires_backends(_A	,      ['''torch''']							)




def 			UpperCAmelCase__				(			*_A      : Dict	,      **_A      : Dict							):





  '''simple docstring'''







  requires_backends(_A	,      ['''torch''']							)




def 			UpperCAmelCase__				(			*_A      : List[str]	,      **_A      : str							):





  '''simple docstring'''







  requires_backends(_A	,      ['''torch''']							)




def 			UpperCAmelCase__				(			*_A      : Optional[int]	,      **_A      : Dict							):





  '''simple docstring'''







  requires_backends(_A	,      ['''torch''']							)







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




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



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    List[Any]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    List[Any]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    str:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




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



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Any:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    List[Any]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    str:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	str    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    List[str]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Dict:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Tuple:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	Tuple    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    List[str]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Optional[int]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Dict:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	Tuple    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Tuple:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Any:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    str:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	Dict    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Optional[int]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Dict:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    str:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




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



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Any:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    str:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    str:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	Any    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    int:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Union[str, Any]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Optional[Any]:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




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



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Dict:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Dict:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Any:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	str    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Optional[Any]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Optional[Any]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    List[str]:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	int    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    List[str]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    List[str]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    int:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




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



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Union[str, Any]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    int:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    List[Any]:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




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



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Optional[int]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Dict:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Union[str, Any]:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




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



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Dict:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    List[Any]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    str:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	str    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Optional[Any]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Optional[Any]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    List[Any]:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




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



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    List[Any]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Optional[int]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    List[Any]:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	int    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    List[str]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Optional[int]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Union[str, Any]:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	Dict    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Tuple:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Optional[int]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Tuple:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




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



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Any:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    str:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    int:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




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



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Optional[Any]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Tuple:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Dict:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




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



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Dict:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    List[str]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Optional[Any]:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	Tuple    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Tuple:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Tuple:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    int:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	int    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Optional[Any]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    List[str]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    int:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




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



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    List[Any]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Union[str, Any]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Dict:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	Dict    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    int:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Union[str, Any]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    int:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	str    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Optional[Any]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Optional[int]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    List[str]:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




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



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Any:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Optional[int]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    str:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	str    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    List[str]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Any:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    List[Any]:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	Dict    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Optional[Any]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Any:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    int:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




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



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    int:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    str:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Optional[int]:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




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



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    str:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Optional[Any]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Any:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	Dict    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Any:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Tuple:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Dict:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	Any    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    int:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Dict:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    int:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	int    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Union[str, Any]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    int:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    int:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




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



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Optional[int]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Tuple:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Any:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




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



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Tuple:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    List[Any]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    List[Any]:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




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



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Optional[Any]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    List[Any]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    str:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




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



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Optional[int]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    List[Any]:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    str:






     """simple docstring"""






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







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	int    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Tuple:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Tuple:






     """simple docstring"""






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



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    str:






     """simple docstring"""






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