


import copy
import re







class 		_snake_case  :
 SCREAMING_SNAKE_CASE__				=	'hp'
 SCREAMING_SNAKE_CASE__				=	{}
 SCREAMING_SNAKE_CASE__				=	None




 @classmethod
 def 	SCREAMING_SNAKE_CASE__    (		cls ,  _lowerCamelCase ,  _lowerCamelCase   ):
       a						:Tuple										=	prefix
       a						:int										=	defaults
       cls.build_naming_info()




 @staticmethod
 def 	SCREAMING_SNAKE_CASE__    (		_lowerCamelCase ,  _lowerCamelCase   ):
       if len(__snake_case   ) == 0:
             return ""
       a						:Optional[int]										=	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(__snake_case   ) + 1   ):
             a						:str										=	word[:prefix_len]
             if prefix in info["reverse_short_word"]:
                   continue
             else:
                   a						:str										=	prefix
                   break

       if short_word is None:
             # Paranoid fallback
             def int_to_alphabetic(_lowerCamelCase   ):
                   a						:str										=	''''''
                   while integer != 0:
                         a						:List[str]										=	chr(ord('''A'''   ) + integer % 10   ) + s
                         integer //= 10
                   return s

             a						:int										=	0
             while True:
                   a						:Optional[int]										=	word + '''#''' + int_to_alphabetic(__snake_case   )
                   if sword in info["reverse_short_word"]:
                         continue
                   else:
                         a						:List[Any]										=	sword
                         break

       a						:int										=	short_word
       a						:Dict										=	word
       return short_word




 @staticmethod
 def 	SCREAMING_SNAKE_CASE__    (		_lowerCamelCase ,  _lowerCamelCase   ):
       a						:int										=	param_name.split('''_'''   )

       a						:Any										=	[TrialShortNamer.shortname_for_word(__snake_case ,  __snake_case   ) 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						:List[str]										=	['''''', '''_''']

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

       return param_name




 @staticmethod
 def 	SCREAMING_SNAKE_CASE__    (		_lowerCamelCase ,  _lowerCamelCase   ):
       a						:Optional[int]										=	TrialShortNamer.shortname_for_key(__snake_case ,  __snake_case   )
       a						:List[Any]										=	short_name
       a						:Tuple										=	param_name




 @classmethod
 def 	SCREAMING_SNAKE_CASE__    (		cls   ):
       if cls.NAMING_INFO is not None:
             return

       a						:int										=	{
           '''short_word''': {},
           '''reverse_short_word''': {},
           '''short_param''': {},
           '''reverse_short_param''': {},
       }

       a						:Optional[int]										=	list(cls.DEFAULTS.keys()   )

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

       a						:Dict										=	info




 @classmethod
 def 	SCREAMING_SNAKE_CASE__    (		cls ,  _lowerCamelCase   ):
       cls.build_naming_info()
       assert cls.PREFIX is not None
       a						:Any										=	[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						:List[Any]										=	cls.NAMING_INFO['''short_param'''][k]

             if isinstance(__snake_case ,  __snake_case   ):
                   a						:List[Any]										=	1 if v else 0

             a						:str										=	'''''' if isinstance(__snake_case ,  (int, float)   ) else '''-'''
             a						:Tuple										=	F'''{key}{sep}{v}'''
             name.append(__snake_case   )

       return "_".join(__snake_case   )




 @classmethod
 def 	SCREAMING_SNAKE_CASE__    (		cls ,  _lowerCamelCase   ):
       a						:Union[str, Any]										=	repr[len(cls.PREFIX   ) + 1 :]
       if repr == "":
             a						:Optional[int]										=	[]
       else:
             a						:int										=	repr.split('''_'''   )

       a						:Tuple										=	{}

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

             a						:Union[str, Any]										=	cls.NAMING_INFO['''reverse_short_param'''][p_k]

             a						:int										=	p_v

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

       return parameters









from ...configuration_utils import PretrainedConfig







class 		_snake_case  (				_snake_case							):
 SCREAMING_SNAKE_CASE__				=	'bert-generation'




 def __init__(		self ,  _lowerCamelCase=5_0358 ,  _lowerCamelCase=1024 ,  _lowerCamelCase=24 ,  _lowerCamelCase=16 ,  _lowerCamelCase=4096 ,  _lowerCamelCase="gelu" ,  _lowerCamelCase=0.1 ,  _lowerCamelCase=0.1 ,  _lowerCamelCase=512 ,  _lowerCamelCase=0.02 ,  _lowerCamelCase=1e-12 ,  _lowerCamelCase=0 ,  _lowerCamelCase=2 ,  _lowerCamelCase=1 ,  _lowerCamelCase="absolute" ,  _lowerCamelCase=True ,  **_lowerCamelCase ,  ):
       super().__init__(pad_token_id=_lowerCamelCase ,  bos_token_id=_lowerCamelCase ,  eos_token_id=_lowerCamelCase ,  **_lowerCamelCase   )

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





