"""simple docstring"""







from collections import OrderedDict
from typing import Mapping

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig
from ...utils import logging


__SCREAMING_SNAKE_CASE    	=logging.get_logger(__name__)

__SCREAMING_SNAKE_CASE    	={
    "facebook/xlm-roberta-xl": "https://huggingface.co/facebook/xlm-roberta-xl/resolve/main/config.json",
    "facebook/xlm-roberta-xxl": "https://huggingface.co/facebook/xlm-roberta-xxl/resolve/main/config.json",
    # See all XLM-RoBERTa-XL models at https://huggingface.co/models?filter=xlm-roberta-xl
}







class        UpperCamelCase		(			lowercase_  ):
   lowercase							=  'xlm-roberta-xl'
   def __init__(			self     ,__UpperCamelCase=25_0880     ,__UpperCamelCase=2560     ,__UpperCamelCase=36     ,__UpperCamelCase=32     ,__UpperCamelCase=1_0240     ,__UpperCamelCase="gelu"     ,__UpperCamelCase=0.1     ,__UpperCamelCase=0.1     ,__UpperCamelCase=514     ,__UpperCamelCase=1     ,__UpperCamelCase=0.02     ,__UpperCamelCase=1e-05     ,__UpperCamelCase=1     ,__UpperCamelCase=0     ,__UpperCamelCase=2     ,__UpperCamelCase="absolute"     ,__UpperCamelCase=True     ,__UpperCamelCase=None     ,**__UpperCamelCase     ,)	->      int:


        '''simple docstring'''


        super().__init__(pad_token_id=__UpperCamelCase     ,bos_token_id=__UpperCamelCase     ,eos_token_id=__UpperCamelCase     ,**__UpperCamelCase			)
        lowercase_	:				Optional[Any]													=	vocab_size
        lowercase_	:				List[str]													=	hidden_size
        lowercase_	:				Optional[Any]													=	num_hidden_layers
        lowercase_	:				Any													=	num_attention_heads
        lowercase_	:				Tuple													=	hidden_act
        lowercase_	:				int													=	intermediate_size
        lowercase_	:				Optional[Any]													=	hidden_dropout_prob
        lowercase_	:				Any													=	attention_probs_dropout_prob
        lowercase_	:				Dict													=	max_position_embeddings
        lowercase_	:				Dict													=	type_vocab_size
        lowercase_	:				Optional[Any]													=	initializer_range
        lowercase_	:				str													=	layer_norm_eps
        lowercase_	:				Dict													=	position_embedding_type
        lowercase_	:				str													=	use_cache
        lowercase_	:				Tuple													=	classifier_dropout







class        UpperCamelCase		(			lowercase_  ):
   @property
   def 			_UpperCAmelCase   (			self			)	->      Mapping[str, Mapping[int, str]]:


        '''simple docstring'''


        if self.task == "multiple-choice":
             lowercase_	:				List[Any]													=	{0: 'batch', 1: 'choice', 2: 'sequence'}
        else:
             lowercase_	:				Union[str, Any]													=	{0: 'batch', 1: 'sequence'}
        return OrderedDict(
            [
                ('input_ids', dynamic_axis),
                ('attention_mask', dynamic_axis),
            ]			)


"""simple docstring"""







from argparse import ArgumentParser

from datasets.commands.convert import ConvertCommand
from datasets.commands.dummy_data import DummyDataCommand
from datasets.commands.env import EnvironmentCommand
from datasets.commands.run_beam import RunBeamCommand
from datasets.commands.test import TestCommand
from datasets.utils.logging import set_verbosity_info



def 			lowercase__(       __SCREAMING_SNAKE_CASE							:     Optional[int]      ):
     return {key.lstrip('-'      ): value for key, value in zip(unknown_args[::2]     ,			unknown_args[1::2]      )}



def 			lowercase__(       ):
     lowercase_	:				Any													=	ArgumentParser(
         'HuggingFace Datasets CLI tool'     ,			usage='datasets-cli <command> [<args>]'     ,			allow_abbrev=__SCREAMING_SNAKE_CASE      )
     lowercase_	:				Tuple													=	parser.add_subparsers(help='datasets-cli command helpers'      )
     set_verbosity_info()

     # Register commands
     ConvertCommand.register_subcommand(__SCREAMING_SNAKE_CASE      )
     EnvironmentCommand.register_subcommand(__SCREAMING_SNAKE_CASE      )
     TestCommand.register_subcommand(__SCREAMING_SNAKE_CASE      )
     RunBeamCommand.register_subcommand(__SCREAMING_SNAKE_CASE      )
     DummyDataCommand.register_subcommand(__SCREAMING_SNAKE_CASE      )

     # Parse args
     lowercase_							,  lowercase_	:				Dict													=	parser.parse_known_args()
     if not hasattr(__SCREAMING_SNAKE_CASE     ,			'func'      ):
          parser.print_help()
          exit(1      )
     lowercase_	:				int													=	parse_unknown_args(__SCREAMING_SNAKE_CASE      )

     # Run
     lowercase_	:				List[Any]													=	args.func(__SCREAMING_SNAKE_CASE     ,			**__SCREAMING_SNAKE_CASE      )
     service.run()


if __name__ == "__main__":
       main()

