






'''simple docstring'''





from collections import OrderedDict
from typing import Mapping

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


__A				:				List[str]					=		logging.get_logger(__name__)

__A				:				Dict					=		{
    """google/rembert""": """https://huggingface.co/google/rembert/resolve/main/config.json""",
    # See all RemBERT models at https://huggingface.co/models?filter=rembert
}
class 					lowercase							(				_lowerCamelCase   ):


    '''simple docstring'''

    lowerCAmelCase__   					=				"rembert"

    def __init__(       self  :  Optional[Any]					,  __lowerCamelCase  :  List[str]=250300					,  __lowerCamelCase  :  Optional[int]=1152					,  __lowerCamelCase  :  int=32					,  __lowerCamelCase  :  int=18					,  __lowerCamelCase  :  List[str]=256					,  __lowerCamelCase  :  Dict=1664					,  __lowerCamelCase  :  int=4608					,  __lowerCamelCase  :  Any="gelu"					,  __lowerCamelCase  :  List[str]=0.0					,  __lowerCamelCase  :  Dict=0.0					,  __lowerCamelCase  :  Dict=0.1					,  __lowerCamelCase  :  int=512					,  __lowerCamelCase  :  int=2					,  __lowerCamelCase  :  Union[str, Any]=0.0_2					,  __lowerCamelCase  :  Dict=1E-12					,  __lowerCamelCase  :  Any=True					,  __lowerCamelCase  :  Any=0					,  __lowerCamelCase  :  Any=312					,  __lowerCamelCase  :  Union[str, Any]=313					,  **__lowerCamelCase  :  Dict					,  )				->				int:

     '''simple docstring'''




     super().__init__(pad_token_id=__lowerCamelCase					,  bos_token_id=__lowerCamelCase					,  eos_token_id=__lowerCamelCase					,  **__lowerCamelCase  )

     lowerCamelCase__	=  vocab_size
     lowerCamelCase__	=  input_embedding_size
     lowerCamelCase__	=  output_embedding_size
     lowerCamelCase__	=  max_position_embeddings
     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__	=  classifier_dropout_prob
     lowerCamelCase__	=  initializer_range
     lowerCamelCase__	=  type_vocab_size
     lowerCamelCase__	=  layer_norm_eps
     lowerCamelCase__	=  use_cache
     lowerCamelCase__	=  False
class 					lowercase							(				_lowerCamelCase   ):


    '''simple docstring'''

    @property
    def  a__					(       self  :  Any  )				->				Mapping[str, Mapping[int, str]]:

     '''simple docstring'''




     if self.task == "multiple-choice":
      lowerCamelCase__	=  {0: "batch", 1: "choice", 2: "sequence"}
     else:
      lowerCamelCase__	=  {0: "batch", 1: "sequence"}
     return OrderedDict(
         [
             ("input_ids", dynamic_axis),
             ("attention_mask", dynamic_axis),
             ("token_type_ids", dynamic_axis),
         ]  )




    @property
    def  a__					(       self  :  Dict  )				->				float:

     '''simple docstring'''




     return 1E-4









'''simple docstring'''





def  lowerCamelCase_  (     lowercase__):
 return int(lowercase__) if x - int(lowercase__) <= 0 else int(lowercase__) + 1


if __name__ == "__main__":
 import doctest

 doctest.testmod()

