

import copy
import re

class        a__    :
			"""simple docstring"""







			__lowerCamelCase										=							"hp"
			__lowerCamelCase										=							{}
			__lowerCamelCase										=							None


			@classmethod
			def   UpperCamelCase		(     cls   ,   lowercase   ,   lowercase							)	->    Tuple:
							'''simple docstring'''






							A__          =      prefix
							A__          =      defaults
							cls.build_naming_info()


			@staticmethod
			def   UpperCamelCase		(     lowercase   ,   lowercase							)	->    List[str]:
							'''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(lowercase							):
															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   UpperCamelCase		(     lowercase   ,   lowercase							)	->    Tuple:
							'''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   UpperCamelCase		(     lowercase   ,   lowercase							)	->    Tuple:
							'''simple docstring'''






							A__          =      TrialShortNamer.shortname_for_key(__lowerCamelCase   ,   __lowerCamelCase							)
							A__          =      short_name
							A__          =      param_name


			@classmethod
			def   UpperCamelCase		(     cls							)	->    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   UpperCamelCase		(     cls   ,   lowercase							)	->    Tuple:
							'''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   UpperCamelCase		(     cls   ,   lowercase							)	->    Tuple:
							'''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







import logging

from transformers.configuration_utils import PretrainedConfig


__magic_name__  :  Tuple					=       logging.getLogger(__name__)





class     SCREAMING_SNAKE_CASE__		(_a			):
     lowercase_ :      Tuple				= "masked_bert"
     def __init__(						self	:		List[Any]       ,						__lowerCamelCase	:		Optional[Any]=3_05_22       ,						__lowerCamelCase	:		Dict=7_68       ,						__lowerCamelCase	:		Tuple=12       ,						__lowerCamelCase	:		int=12       ,						__lowerCamelCase	:		Tuple=30_72       ,						__lowerCamelCase	:		List[Any]="gelu"       ,						__lowerCamelCase	:		Union[str, Any]=0.1       ,						__lowerCamelCase	:		Dict=0.1       ,						__lowerCamelCase	:		Optional[int]=5_12       ,						__lowerCamelCase	:		List[Any]=2       ,						__lowerCamelCase	:		Union[str, Any]=0.02       ,						__lowerCamelCase	:		Optional[int]=1e-12       ,						__lowerCamelCase	:		Optional[int]=0       ,						__lowerCamelCase	:		List[str]="topK"       ,						__lowerCamelCase	:		Union[str, Any]="constant"       ,						__lowerCamelCase	:		Union[str, Any]=0.0       ,						**__lowerCamelCase	:		Tuple       ,						):



       """simple docstring"""
       super().__init__(pad_token_id=__lowerCamelCase       ,						**__lowerCamelCase						)

       lowerCAmelCase__										=      vocab_size
       lowerCAmelCase__										=      hidden_size
       lowerCAmelCase__										=      num_hidden_layers
       lowerCAmelCase__										=      num_attention_heads
       lowerCAmelCase__										=      hidden_act
       lowerCAmelCase__										=      intermediate_size
       lowerCAmelCase__										=      hidden_dropout_prob
       lowerCAmelCase__										=      attention_probs_dropout_prob
       lowerCAmelCase__										=      max_position_embeddings
       lowerCAmelCase__										=      type_vocab_size
       lowerCAmelCase__										=      initializer_range
       lowerCAmelCase__										=      layer_norm_eps
       lowerCAmelCase__										=      pruning_method
       lowerCAmelCase__										=      mask_init
       lowerCAmelCase__										=      mask_scale

