


"""simple docstring"""


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


A	:  str            =     logging.get_logger(__name__)

A	:  Optional[int]            =     {
    "google/vivit-b-16x2-kinetics400": (
        "https://huggingface.co/google/vivit-b-16x2-kinetics400/resolve/main/config.json"
    ),
    # See all Vivit models at https://huggingface.co/models?filter=vivit
}
class     _UpperCamelCase    (  lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       Optional[int]							 ="""vivit"""

							def __init__(	self       ,  __a=2_24       ,  __a=32       ,  __a=[2, 16, 16]       ,  __a=3       ,  __a=7_68       ,  __a=12       ,  __a=12       ,  __a=30_72       ,  __a="gelu_fast"       ,  __a=0.0       ,  __a=0.0       ,  __a=0.0_2       ,  __a=1e-0_6       ,  __a=True       ,  **__a       ,  ):
										__lowerCAmelCase							       =     hidden_size
										__lowerCAmelCase							       =     num_hidden_layers
										__lowerCAmelCase							       =     num_attention_heads
										__lowerCAmelCase							       =     intermediate_size
										__lowerCAmelCase							       =     hidden_act
										__lowerCAmelCase							       =     hidden_dropout_prob
										__lowerCAmelCase							       =     attention_probs_dropout_prob
										__lowerCAmelCase							       =     initializer_range
										__lowerCAmelCase							       =     layer_norm_eps

										__lowerCAmelCase							       =     image_size
										__lowerCAmelCase							       =     num_frames
										__lowerCAmelCase							       =     tubelet_size
										__lowerCAmelCase							       =     num_channels
										__lowerCAmelCase							       =     qkv_bias

										super().__init__(**__a      )








"""simple docstring"""


from ..utils import DummyObject, requires_backends
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       int							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       Union[str, Any]							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       int							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       Optional[int]							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       Optional[Any]							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       List[Any]							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       Optional[Any]							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       str							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       int							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       Optional[int]							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       List[str]							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )


def _lowerCamelCase      (						*_UpperCamelCase       ,					**_UpperCamelCase ):

			'''simple docstring'''




			requires_backends(_UpperCamelCase       ,					["torch"] )


def _lowerCamelCase      (						*_UpperCamelCase       ,					**_UpperCamelCase ):

			'''simple docstring'''




			requires_backends(_UpperCamelCase       ,					["torch"] )


def _lowerCamelCase      (						*_UpperCamelCase       ,					**_UpperCamelCase ):

			'''simple docstring'''




			requires_backends(_UpperCamelCase       ,					["torch"] )


def _lowerCamelCase      (						*_UpperCamelCase       ,					**_UpperCamelCase ):

			'''simple docstring'''




			requires_backends(_UpperCamelCase       ,					["torch"] )


def _lowerCamelCase      (						*_UpperCamelCase       ,					**_UpperCamelCase ):

			'''simple docstring'''




			requires_backends(_UpperCamelCase       ,					["torch"] )


def _lowerCamelCase      (						*_UpperCamelCase       ,					**_UpperCamelCase ):

			'''simple docstring'''




			requires_backends(_UpperCamelCase       ,					["torch"] )


def _lowerCamelCase      (						*_UpperCamelCase       ,					**_UpperCamelCase ):

			'''simple docstring'''




			requires_backends(_UpperCamelCase       ,					["torch"] )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       Union[str, Any]							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       Tuple							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       int							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       Optional[Any]							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       List[str]							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       Any							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       Optional[int]							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       Any							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       Optional[Any]							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       List[Any]							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       Optional[Any]							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       List[str]							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       Dict							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       List[str]							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       List[Any]							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       str							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       List[str]							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       int							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       Tuple							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       Union[str, Any]							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       str							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       List[Any]							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       List[Any]							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       List[str]							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       Tuple							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       int							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       Any							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       Any							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       Optional[int]							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       Tuple							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       List[str]							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       Dict							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       Union[str, Any]							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       str							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       List[str]							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       Union[str, Any]							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       Optional[int]							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       Optional[int]							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )
class     _UpperCamelCase    (  metaclass=lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       Any							 =["""torch"""]

							def __init__(	self       ,  *__a       ,  **__a      ):
										requires_backends(self       ,  ["torch"]      )

							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )



							@classmethod
							def      snake_case							(	cls       ,  *__a       ,  **__a      ):
										requires_backends(cls       ,  ["torch"]      )




