




from collections import OrderedDict
from typing import Mapping

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig


lowerCamelCase__			:       str         =							{
    'albert-base-v1': 'https://huggingface.co/albert-base-v1/resolve/main/config.json',
    'albert-large-v1': 'https://huggingface.co/albert-large-v1/resolve/main/config.json',
    'albert-xlarge-v1': 'https://huggingface.co/albert-xlarge-v1/resolve/main/config.json',
    'albert-xxlarge-v1': 'https://huggingface.co/albert-xxlarge-v1/resolve/main/config.json',
    'albert-base-v2': 'https://huggingface.co/albert-base-v2/resolve/main/config.json',
    'albert-large-v2': 'https://huggingface.co/albert-large-v2/resolve/main/config.json',
    'albert-xlarge-v2': 'https://huggingface.co/albert-xlarge-v2/resolve/main/config.json',
    'albert-xxlarge-v2': 'https://huggingface.co/albert-xxlarge-v2/resolve/main/config.json',
}





class 	lowerCamelCase_							(				_SCREAMING_SNAKE_CASE ):


 '''simple docstring'''







 lowercase_       =   "albert"



 def __init__(							self  :		Union[str, Any]    ,    _lowerCAmelCase  :		str=30_000    ,    _lowerCAmelCase  :		Optional[Any]=128    ,    _lowerCAmelCase  :		Any=4_096    ,    _lowerCAmelCase  :		Optional[int]=12    ,    _lowerCAmelCase  :		Tuple=1    ,    _lowerCAmelCase  :		Optional[Any]=64    ,    _lowerCAmelCase  :		Dict=16_384    ,    _lowerCAmelCase  :		Union[str, Any]=1    ,    _lowerCAmelCase  :		Any="gelu_new"    ,    _lowerCAmelCase  :		int=0    ,    _lowerCAmelCase  :		List[Any]=0    ,    _lowerCAmelCase  :		Tuple=512    ,    _lowerCAmelCase  :		int=2    ,    _lowerCAmelCase  :		Dict=0.02    ,    _lowerCAmelCase  :		Union[str, Any]=1E-12    ,    _lowerCAmelCase  :		List[Any]=0.1    ,    _lowerCAmelCase  :		Union[str, Any]="absolute"    ,    _lowerCAmelCase  :		List[Any]=0    ,    _lowerCAmelCase  :		Optional[Any]=2    ,    _lowerCAmelCase  :		Tuple=3    ,    **_lowerCAmelCase  :		Optional[Any]    ,    ):
       super().__init__(pad_token_id=_lowerCAmelCase    ,    bos_token_id=_lowerCAmelCase    ,    eos_token_id=_lowerCAmelCase    ,    **_lowerCAmelCase						)

       SCREAMING_SNAKE_CASE_     						=      vocab_size
       SCREAMING_SNAKE_CASE_     						=      embedding_size
       SCREAMING_SNAKE_CASE_     						=      hidden_size
       SCREAMING_SNAKE_CASE_     						=      num_hidden_layers
       SCREAMING_SNAKE_CASE_     						=      num_hidden_groups
       SCREAMING_SNAKE_CASE_     						=      num_attention_heads
       SCREAMING_SNAKE_CASE_     						=      inner_group_num
       SCREAMING_SNAKE_CASE_     						=      hidden_act
       SCREAMING_SNAKE_CASE_     						=      intermediate_size
       SCREAMING_SNAKE_CASE_     						=      hidden_dropout_prob
       SCREAMING_SNAKE_CASE_     						=      attention_probs_dropout_prob
       SCREAMING_SNAKE_CASE_     						=      max_position_embeddings
       SCREAMING_SNAKE_CASE_     						=      type_vocab_size
       SCREAMING_SNAKE_CASE_     						=      initializer_range
       SCREAMING_SNAKE_CASE_     						=      layer_norm_eps
       SCREAMING_SNAKE_CASE_     						=      classifier_dropout_prob
       SCREAMING_SNAKE_CASE_     						=      position_embedding_type





class 	lowerCamelCase_							(				_SCREAMING_SNAKE_CASE ):


 '''simple docstring'''







 @property
 def 				lowerCAmelCase_  (							self  :		Optional[int]						):
       if self.task == "multiple-choice":
             SCREAMING_SNAKE_CASE_     						=      {0: 'batch', 1: 'choice', 2: 'sequence'}
       else:
             SCREAMING_SNAKE_CASE_     						=      {0: 'batch', 1: 'sequence'}
       return OrderedDict(
           [
               ('input_ids', dynamic_axis),
               ('attention_mask', dynamic_axis),
               ('token_type_ids', dynamic_axis),
           ]						)





from abc import ABC, abstractmethod
from argparse import ArgumentParser





class 	lowerCamelCase_							(				_SCREAMING_SNAKE_CASE ):


 '''simple docstring'''







 @staticmethod
 @abstractmethod
 def 				lowerCAmelCase_  (							_lowerCAmelCase  :		ArgumentParser						):
       raise NotImplementedError()




 @abstractmethod
 def 				lowerCAmelCase_  (							self  :		Dict						):
       raise NotImplementedError()