'''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_	   =			{
    'andreasmadsen/efficient_mlm_m0.40': (
        'https://huggingface.co/andreasmadsen/efficient_mlm_m0.40/resolve/main/config.json'
    ),
}




class    a (       __lowerCAmelCase				):



  """simple docstring"""
  __lowerCAmelCase				      =					"""roberta-prelayernorm"""







  def __init__(							self   ,    snake_case_=5_0265   ,    snake_case_=768   ,    snake_case_=12   ,    snake_case_=12   ,    snake_case_=3072   ,    snake_case_="gelu"   ,    snake_case_=0.1   ,    snake_case_=0.1   ,    snake_case_=512   ,    snake_case_=2   ,    snake_case_=0.0_2   ,    snake_case_=1e-1_2   ,    snake_case_=1   ,    snake_case_=0   ,    snake_case_=2   ,    snake_case_="absolute"   ,    snake_case_=True   ,    snake_case_=None   ,    **snake_case_   ,    ):

    '''simple docstring'''







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

    __UpperCAmelCase:					Optional[int]		= vocab_size
    __UpperCAmelCase:					Optional[Any]		= hidden_size
    __UpperCAmelCase:					List[Any]		= num_hidden_layers
    __UpperCAmelCase:					Tuple		= num_attention_heads
    __UpperCAmelCase:					str		= hidden_act
    __UpperCAmelCase:					Dict		= intermediate_size
    __UpperCAmelCase:					str		= hidden_dropout_prob
    __UpperCAmelCase:					Optional[Any]		= attention_probs_dropout_prob
    __UpperCAmelCase:					Tuple		= max_position_embeddings
    __UpperCAmelCase:					List[str]		= type_vocab_size
    __UpperCAmelCase:					str		= initializer_range
    __UpperCAmelCase:					Tuple		= layer_norm_eps
    __UpperCAmelCase:					Optional[int]		= position_embedding_type
    __UpperCAmelCase:					Optional[Any]		= use_cache
    __UpperCAmelCase:					List[str]		= classifier_dropout




class    a (       __lowerCAmelCase				):



  """simple docstring"""







  @property
  def    lowercase_  (							self					):

    '''simple docstring'''







    if self.task == "multiple-choice":
      __UpperCAmelCase:					Tuple		= {0: """batch""", 1: """choice""", 2: """sequence"""}
    else:
      __UpperCAmelCase:					Any		= {0: """batch""", 1: """sequence"""}
    return OrderedDict(
        [
            ("""input_ids""", dynamic_axis),
            ("""attention_mask""", dynamic_axis),
        ]					)
'''simple docstring'''






from ....utils import logging


SCREAMING_SNAKE_CASE_	   =			logging.get_logger(__name__)




class    a (       __lowerCAmelCase				):



  """simple docstring"""







  def __init__(							self   ,    snake_case_   ,    snake_case_=None   ,    snake_case_=2048					):

    '''simple docstring'''







    __UpperCAmelCase:					List[str]		= config.__dict__
    __UpperCAmelCase:					str		= modal_hidden_size
    if num_labels:
      __UpperCAmelCase:					int		= num_labels