'''simple docstring'''

from collections import OrderedDict
from typing import Mapping

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


lowerCAmelCase_			:			str    	=   logging.get_logger(__name__)

lowerCAmelCase_			:			Optional[Any]    	=   {
    """google/electra-small-generator""": """https://huggingface.co/google/electra-small-generator/resolve/main/config.json""",
    """google/electra-base-generator""": """https://huggingface.co/google/electra-base-generator/resolve/main/config.json""",
    """google/electra-large-generator""": """https://huggingface.co/google/electra-large-generator/resolve/main/config.json""",
    """google/electra-small-discriminator""": (
        """https://huggingface.co/google/electra-small-discriminator/resolve/main/config.json"""
    ),
    """google/electra-base-discriminator""": (
        """https://huggingface.co/google/electra-base-discriminator/resolve/main/config.json"""
    ),
    """google/electra-large-discriminator""": (
        """https://huggingface.co/google/electra-large-discriminator/resolve/main/config.json"""
    ),
}





class 				lowercase    (    __snake_case			):
   lowerCamelCase_            ='electra'


   def __init__( self					:						List[str] ,		__lowerCAmelCase					:						Optional[Any]=3_0522 ,		__lowerCAmelCase					:						List[str]=128 ,		__lowerCAmelCase					:						List[Any]=256 ,		__lowerCAmelCase					:						List[Any]=12 ,		__lowerCAmelCase					:						Optional[Any]=4 ,		__lowerCAmelCase					:						int=1024 ,		__lowerCAmelCase					:						Union[str, Any]="gelu" ,		__lowerCAmelCase					:						List[Any]=0.1 ,		__lowerCAmelCase					:						Tuple=0.1 ,		__lowerCAmelCase					:						Optional[Any]=512 ,		__lowerCAmelCase					:						Tuple=2 ,		__lowerCAmelCase					:						Any=0.02 ,		__lowerCAmelCase					:						List[str]=1e-12 ,		__lowerCAmelCase					:						str="first" ,		__lowerCAmelCase					:						Union[str, Any]=True ,		__lowerCAmelCase					:						int="gelu" ,		__lowerCAmelCase					:						List[Any]=0.1 ,		__lowerCAmelCase					:						str=0 ,		__lowerCAmelCase					:						Optional[Any]="absolute" ,		__lowerCAmelCase					:						Union[str, Any]=True ,		__lowerCAmelCase					:						int=None ,		**__lowerCAmelCase					:						Union[str, Any] ,		)   ->       Optional[int]:
         super().__init__(pad_token_id=lowerCAmelCase__ ,		**lowerCAmelCase__)

         lowercase_     			=   vocab_size
         lowercase_     			=   embedding_size
         lowercase_     			=   hidden_size
         lowercase_     			=   num_hidden_layers
         lowercase_     			=   num_attention_heads
         lowercase_     			=   intermediate_size
         lowercase_     			=   hidden_act
         lowercase_     			=   hidden_dropout_prob
         lowercase_     			=   attention_probs_dropout_prob
         lowercase_     			=   max_position_embeddings
         lowercase_     			=   type_vocab_size
         lowercase_     			=   initializer_range
         lowercase_     			=   layer_norm_eps

         lowercase_     			=   summary_type
         lowercase_     			=   summary_use_proj
         lowercase_     			=   summary_activation
         lowercase_     			=   summary_last_dropout
         lowercase_     			=   position_embedding_type
         lowercase_     			=   use_cache
         lowercase_     			=   classifier_dropout





class 				lowercase    (    __snake_case			):


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





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







'''simple docstring'''

import numpy as np

_lowerCamelCase :				int														= [
    ["""a""", """b""", """c""", """d""", """e"""],
    ["""f""", """g""", """h""", """i""", """k"""],
    ["""l""", """m""", """n""", """o""", """p"""],
    ["""q""", """r""", """s""", """t""", """u"""],
    ["""v""", """w""", """x""", """y""", """z"""],
]




class    lowerCamelCase__  :



   def __init__(    self     )				->     None:
        """simple docstring"""





        _UpperCamelCase  :Any       =np.array(lowerCAmelCase__     )



   def  _UpperCamelCase		(    self					,      lowerCAmelCase__     )				->     np.ndarray:
        """simple docstring"""





        _UpperCamelCase       ,      _UpperCamelCase  :str       =np.where(letter == self.SQUARE     )
        _UpperCamelCase  :Union[str, Any]       =np.concatenate([indexa + 1, indexa + 1]     )
        return indexes



   def  _UpperCamelCase		(    self					,      lowerCAmelCase__					,      lowerCAmelCase__     )				->     str:
        """simple docstring"""





        return self.SQUARE[indexa - 1, indexa - 1]



   def  _UpperCamelCase		(    self					,      lowerCAmelCase__     )				->     str:
        """simple docstring"""





        _UpperCamelCase  :str       =message.lower()
        _UpperCamelCase  :List[Any]       =message.replace("""j"""					,      """i"""     )

        _UpperCamelCase  :List[str]       =""""""
        for letter_index in range(len(lowerCAmelCase__     )     ):
             if message[letter_index] != " ":
                  _UpperCamelCase  :Dict       =self.letter_to_numbers(message[letter_index]     )
                  _UpperCamelCase  :List[Any]       =encoded_message + str(numbers[0]     ) + str(numbers[1]     )
             elif message[letter_index] == " ":
                  _UpperCamelCase  :List[Any]       =encoded_message + """ """

        return encoded_message




   def  _UpperCamelCase		(    self					,      lowerCAmelCase__     )				->     str:
        """simple docstring"""





        _UpperCamelCase  :List[str]       =message.replace(""" """					,      """  """     )
        _UpperCamelCase  :Dict       =""""""
        for numbers_index in range(int(len(lowerCAmelCase__     ) / 2     )     ):
             if message[numbers_index * 2] != " ":
                  _UpperCamelCase  :Tuple       =message[numbers_index * 2]
                  _UpperCamelCase  :List[str]       =message[numbers_index * 2 + 1]

                  _UpperCamelCase  :Dict       =self.numbers_to_letter(int(lowerCAmelCase__     )					,      int(lowerCAmelCase__     )     )
                  _UpperCamelCase  :Union[str, Any]       =decoded_message + letter
             elif message[numbers_index * 2] == " ":
                  _UpperCamelCase  :Dict       =decoded_message + """ """

        return decoded_message