






"""simple docstring"""



from transformers import HfArgumentParser, PyTorchBenchmark, PyTorchBenchmarkArguments




def       snake_case__		(   )    ->Dict:
 UpperCAmelCase__ 						=				HfArgumentParser(lowerCamelCase__			)
 try:
  UpperCAmelCase__ 						=				parser.parse_args_into_dataclasses()[0]
 except ValueError as e:
  UpperCAmelCase__ 						=				'''Arg --no_{0} is no longer used, please use --no-{0} instead.'''
  UpperCAmelCase__ 						=				''' '''.join(str(lowerCamelCase__			).split(""" """			)[:-1]			)
  UpperCAmelCase__ 						=				''''''
  UpperCAmelCase__ 						=				eval(str(lowerCamelCase__			).split(""" """			)[-1]			)
  UpperCAmelCase__ 						=				[]
  for arg in depreciated_args:
   # arg[2:] removes '--'
   if arg[2:] in PyTorchBenchmarkArguments.deprecated_args:
    # arg[5:] removes '--no_'
    full_error_msg += arg_error_msg.format(arg[5:]			)
   else:
    wrong_args.append(lowerCamelCase__			)
  if len(lowerCamelCase__			) > 0:
   UpperCAmelCase__ 						=				full_error_msg + begin_error_msg + str(lowerCamelCase__			)
  raise ValueError(lowerCamelCase__			)

 UpperCAmelCase__ 						=				PyTorchBenchmark(args=lowerCamelCase__			)
 benchmark.run()


if __name__ == "__main__":
 main()









'''simple docstring'''




import abc
import copy
import dataclasses
from dataclasses import dataclass
from typing import ClassVar, Dict, Type, TypeVar

from ..features import Features


snake_case__ 							=    TypeVar("""T""", bound="""TaskTemplate""")






@dataclass(frozen=a__  )
class      UpperCamelCase_  (abc.ABC  ):







						"""simple docstring"""


						_lowerCAmelCase         =       42
						_lowerCAmelCase         =       42
						_lowerCAmelCase         =       42







						def    _a     (  self   :							T				,			_lowerCamelCase   :							Features     ):





											"""simple docstring"""







											return copy.deepcopy(self     )







						@property
						def    _a     (  self   :							List[str]     ):





											"""simple docstring"""







											return Features(**self.input_schema				,			**self.label_schema     )







						@property
						@abc.abstractmethod
						def    _a     (  self   :							int     ):





											"""simple docstring"""







											raise NotImplementedError







						@classmethod
						def    _a     (  cls   :							Type[T]				,			_lowerCamelCase   :							dict     ):





											"""simple docstring"""







											A_			:  Dict			=				{f.name for f in dataclasses.fields(cls     )}
											return cls(**{k: v for k, v in template_dict.items() if k in field_names}     )



