



import copy
import re



class 		_lowercase		:
   _UpperCAmelCase     	=			'''hp'''
   _UpperCAmelCase     	=			{}
   _UpperCAmelCase     	=			None

   @classmethod
   def 		A							(      cls			:       Optional[Any]							,   __lowerCAmelCase			:       Union[str, Any]							,   __lowerCAmelCase			:       int							)       ->				Dict:


    """simple docstring"""






    a						=		prefix
    a						=		defaults
    cls.build_naming_info()

   @staticmethod
   def 		A							(      __lowerCAmelCase			:       Optional[int]							,   __lowerCAmelCase			:       Tuple							)       ->				List[Any]:


    """simple docstring"""






    if len(__lowerCAmelCase							) == 0:
     return ""
    a						=		None
    if any(char.isdigit() for char in word							):
     raise Exception(f"""Parameters should not contain numbers: '{word}' contains a number"""							)
    if word in info["short_word"]:
     return info["short_word"][word]
    for prefix_len in range(1							,   len(__lowerCAmelCase							) + 1							):
     a						=		word[:prefix_len]
     if prefix in info["reverse_short_word"]:
      continue
     else:
      a						=		prefix
      break

    if short_word is None:
     # Paranoid fallback
     def int_to_alphabetic(__lowerCAmelCase			:       Union[str, Any]							):
      a						=		""
      while integer != 0:
       a						=		chr(ord("A"							) + integer % 10							) + s
       integer //= 10
      return s

     a						=		0
     while True:
      a						=		word + "#" + int_to_alphabetic(__lowerCAmelCase							)
      if sword in info["reverse_short_word"]:
       continue
      else:
       a						=		sword
       break

    a						=		short_word
    a						=		word
    return short_word

   @staticmethod
   def 		A							(      __lowerCAmelCase			:       Optional[Any]							,   __lowerCAmelCase			:       Any							)       ->				str:


    """simple docstring"""






    a						=		param_name.split("_"							)

    a						=		[TrialShortNamer.shortname_for_word(__lowerCAmelCase							,   __lowerCAmelCase							) for word in words]

    # We try to create a separatorless short name, but if there is a collision we have to fallback
    # to a separated short name
    a						=		["", "_"]

    for separator in separators:
     a						=		separator.join(__lowerCAmelCase							)
     if shortname not in info["reverse_short_param"]:
      a						=		shortname
      a						=		param_name
      return shortname

    return param_name

   @staticmethod
   def 		A							(      __lowerCAmelCase			:       List[Any]							,   __lowerCAmelCase			:       Any							)       ->				Any:


    """simple docstring"""






    a						=		TrialShortNamer.shortname_for_key(__lowerCAmelCase							,   __lowerCAmelCase							)
    a						=		short_name
    a						=		param_name

   @classmethod
   def 		A							(      cls			:       Tuple							)       ->				List[Any]:


    """simple docstring"""






    if cls.NAMING_INFO is not None:
     return

    a						=		{
        "short_word": {},
        "reverse_short_word": {},
        "short_param": {},
        "reverse_short_param": {},
    }

    a						=		list(cls.DEFAULTS.keys()							)

    for k in field_keys:
     cls.add_new_param_name(__lowerCAmelCase							,   __lowerCAmelCase							)

    a						=		info

   @classmethod
   def 		A							(      cls			:       int							,   __lowerCAmelCase			:       Any							)       ->				Dict:


    """simple docstring"""






    cls.build_naming_info()
    assert cls.PREFIX is not None
    a						=		[copy.copy(cls.PREFIX							)]

    for k, v in params.items():
     if k not in cls.DEFAULTS:
      raise Exception(f"""You should provide a default value for the param name {k} with value {v}"""							)
     if v == cls.DEFAULTS[k]:
      # The default value is not added to the name
      continue

     a						=		cls.NAMING_INFO["short_param"][k]

     if isinstance(__lowerCAmelCase							,   __lowerCAmelCase							):
      a						=		1 if v else 0

     a						=		"" if isinstance(__lowerCAmelCase							,   (int, float)							) else "-"
     a						=		f"""{key}{sep}{v}"""
     name.append(__lowerCAmelCase							)

    return "_".join(__lowerCAmelCase							)




   @classmethod
   def 		A							(      cls			:       List[Any]							,   __lowerCAmelCase			:       Tuple							)       ->				List[Any]:


    """simple docstring"""






    a						=		repr[len(cls.PREFIX							) + 1 :]
    if repr == "":
     a						=		[]
    else:
     a						=		repr.split("_"							)

    a						=		{}

    for value in values:
     if "-" in value:
      a		,  a						=		value.split("-"							)
     else:
      a						=		re.sub("[0-9.]"							,   ""							,   __lowerCAmelCase							)
      a						=		float(re.sub("[^0-9.]"							,   ""							,   __lowerCAmelCase							)							)

     a						=		cls.NAMING_INFO["reverse_short_param"][p_k]

     a						=		p_v

    for k in cls.DEFAULTS:
     if k not in parameters:
      a						=		cls.DEFAULTS[k]

    return parameters






from ...configuration_utils import PretrainedConfig
from ...utils import logging


A_		:     Any        =     logging.get_logger(__name__)

A_		:     Optional[int]        =     {
    '''SCUT-DLVCLab/lilt-roberta-en-base''': (
        '''https://huggingface.co/SCUT-DLVCLab/lilt-roberta-en-base/resolve/main/config.json'''
    ),
}



class 		_lowercase		(       UpperCAmelCase__	):
   _UpperCAmelCase     	=			'''lilt'''

   def __init__(      self			:       Union[str, Any]							,   __lowerCAmelCase			:       Optional[Any]=3_0522							,   __lowerCAmelCase			:       str=768							,   __lowerCAmelCase			:       Any=12							,   __lowerCAmelCase			:       Optional[Any]=12							,   __lowerCAmelCase			:       List[Any]=3072							,   __lowerCAmelCase			:       Dict="gelu"							,   __lowerCAmelCase			:       int=0.1							,   __lowerCAmelCase			:       Union[str, Any]=0.1							,   __lowerCAmelCase			:       List[str]=512							,   __lowerCAmelCase			:       Optional[int]=2							,   __lowerCAmelCase			:       int=0.0_2							,   __lowerCAmelCase			:       Union[str, Any]=1E-12							,   __lowerCAmelCase			:       Tuple=0							,   __lowerCAmelCase			:       List[Any]="absolute"							,   __lowerCAmelCase			:       int=None							,   __lowerCAmelCase			:       Dict=4							,   __lowerCAmelCase			:       Dict=1024							,   **__lowerCAmelCase			:       Dict							,   )       ->				int:


    """simple docstring"""






    super().__init__(pad_token_id=__lowerCAmelCase							,   **__lowerCAmelCase							)

    a						=		vocab_size
    a						=		hidden_size
    a						=		num_hidden_layers
    a						=		num_attention_heads
    a						=		hidden_act
    a						=		intermediate_size
    a						=		hidden_dropout_prob
    a						=		attention_probs_dropout_prob
    a						=		max_position_embeddings
    a						=		type_vocab_size
    a						=		initializer_range
    a						=		layer_norm_eps
    a						=		position_embedding_type
    a						=		classifier_dropout
    a						=		channel_shrink_ratio
    a						=		max_ad_position_embeddings

