





import logging
from dataclasses import dataclass, field
from typing import Optional

from seqaseq_trainer import arg_to_scheduler

from transformers import TrainingArguments


_a     :    Tuple         =						logging.getLogger(__name__)
@dataclass
class   a_ (			__a      ):
			A__      :			Any       	=  field(
			    default=0.0		,							metadata={'help': 'The label smoothing epsilon to apply (if not zero).'}      )
			A__      :			Tuple       	=  field(default=__a		,							metadata={'help': 'Whether to SortishSamler or not.'}      )
			A__      :			Union[str, Any]       	=  field(
			    default=__a		,							metadata={'help': 'Whether to use generate to calculate generative metrics (ROUGE, BLEU).'}      )
			A__      :			Tuple       	=  field(default=__a		,							metadata={'help': 'whether to use adafactor'}      )
			A__      :			List[str]       	=  field(
			    default=__a		,							metadata={'help': 'Encoder layer dropout probability. Goes into model.config.'}      )
			A__      :			List[Any]       	=  field(
			    default=__a		,							metadata={'help': 'Decoder layer dropout probability. Goes into model.config.'}      )
			A__      :			Optional[int]       	=  field(default=__a		,							metadata={'help': 'Dropout probability. Goes into model.config.'}      )
			A__      :			Any       	=  field(
			    default=__a		,							metadata={'help': 'Attention dropout probability. Goes into model.config.'}      )
			A__      :			int       	=  field(
			    default='linear'		,							metadata={'help': f"Which lr scheduler to use. Selected in {sorted(arg_to_scheduler.keys()      )}"}		,							)


from math import loga






def   lowerCamelCase__							(							__lowerCAmelCase    :    int							):




			"""simple docstring"""


			if a < 0:
						raise ValueError("Input value must be a positive integer"							)
			elif isinstance(__lowerCAmelCase       ,				__lowerCAmelCase							):
						raise TypeError("Input value must be a 'int' type"							)
			return 0 if (a == 0) else int(loga(a & -a							)							)


if __name__ == "__main__":
			import doctest

			doctest.testmod()



