




'''simple docstring'''



import copy
import re







class 		lowercase_   :


   """simple docstring"""

   lowerCamelCase_      =						'''hp'''
   lowerCamelCase_      =						{}
   lowerCamelCase_      =						None



   @classmethod
   def 							lowerCAmelCase_      (   cls :     Optional[Any]  ,				__lowerCamelCase :     Optional[Any]  ,				__lowerCamelCase :     List[str]   ):

      """simple docstring"""
      _SCREAMING_SNAKE_CASE	=				prefix
      _SCREAMING_SNAKE_CASE	=				defaults
      cls.build_naming_info()



   @staticmethod
   def 							lowerCAmelCase_      (   __lowerCamelCase :     Dict  ,				__lowerCamelCase :     Any   ):

      """simple docstring"""
      if len(__lowerCamelCase   ) == 0:
         return ""
      _SCREAMING_SNAKE_CASE	=				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   ):
         _SCREAMING_SNAKE_CASE	=				word[:prefix_len]
         if prefix in info["reverse_short_word"]:
            continue
         else:
            _SCREAMING_SNAKE_CASE	=				prefix
            break

      if short_word is None:
         # Paranoid fallback
         def int_to_alphabetic(__lowerCamelCase :     Dict   ):
            _SCREAMING_SNAKE_CASE	=				""
            while integer != 0:
               _SCREAMING_SNAKE_CASE	=				chr(ord("A"   ) + integer % 1_0   ) + s
               integer //= 1_0
            return s

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

      _SCREAMING_SNAKE_CASE	=				short_word
      _SCREAMING_SNAKE_CASE	=				word
      return short_word



   @staticmethod
   def 							lowerCAmelCase_      (   __lowerCamelCase :     Dict  ,				__lowerCamelCase :     List[str]   ):

      """simple docstring"""
      _SCREAMING_SNAKE_CASE	=				param_name.split("_"   )

      _SCREAMING_SNAKE_CASE	=				[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
      _SCREAMING_SNAKE_CASE	=				["", "_"]

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

      return param_name



   @staticmethod
   def 							lowerCAmelCase_      (   __lowerCamelCase :     int  ,				__lowerCamelCase :     Any   ):

      """simple docstring"""
      _SCREAMING_SNAKE_CASE	=				TrialShortNamer.shortname_for_key(__lowerCamelCase  ,				__lowerCamelCase   )
      _SCREAMING_SNAKE_CASE	=				short_name
      _SCREAMING_SNAKE_CASE	=				param_name



   @classmethod
   def 							lowerCAmelCase_      (   cls :     Union[str, Any]   ):

      """simple docstring"""
      if cls.NAMING_INFO is not None:
         return

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

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

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

      _SCREAMING_SNAKE_CASE	=				info



   @classmethod
   def 							lowerCAmelCase_      (   cls :     str  ,				__lowerCamelCase :     List[str]   ):

      """simple docstring"""
      cls.build_naming_info()
      assert cls.PREFIX is not None
      _SCREAMING_SNAKE_CASE	=				[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

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

         if isinstance(__lowerCamelCase  ,				__lowerCamelCase   ):
            _SCREAMING_SNAKE_CASE	=				1 if v else 0

         _SCREAMING_SNAKE_CASE	=				"" if isinstance(__lowerCamelCase  ,				(int, float)   ) else "-"
         _SCREAMING_SNAKE_CASE	=				F"""{key}{sep}{v}"""
         name.append(__lowerCamelCase   )

      return "_".join(__lowerCamelCase   )



   @classmethod
   def 							lowerCAmelCase_      (   cls :     Optional[Any]  ,				__lowerCamelCase :     Any   ):

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

      _SCREAMING_SNAKE_CASE	=				{}

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

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

         _SCREAMING_SNAKE_CASE	=				p_v

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

      return parameters







'''simple docstring'''



from ...configuration_utils import PretrainedConfig







class 		lowercase_   (			A       ):


   """simple docstring"""

   lowerCamelCase_      =						'''bert-generation'''



   def __init__(   self :     int  ,				__lowerCamelCase :     int=5_0_3_5_8  ,				__lowerCamelCase :     Union[str, Any]=1_0_2_4  ,				__lowerCamelCase :     str=2_4  ,				__lowerCamelCase :     int=1_6  ,				__lowerCamelCase :     Union[str, Any]=4_0_9_6  ,				__lowerCamelCase :     Optional[Any]="gelu"  ,				__lowerCamelCase :     Tuple=0.1  ,				__lowerCamelCase :     str=0.1  ,				__lowerCamelCase :     Optional[Any]=5_1_2  ,				__lowerCamelCase :     List[Any]=0.0_2  ,				__lowerCamelCase :     Union[str, Any]=1e-12  ,				__lowerCamelCase :     List[Any]=0  ,				__lowerCamelCase :     List[Any]=2  ,				__lowerCamelCase :     Dict=1  ,				__lowerCamelCase :     Tuple="absolute"  ,				__lowerCamelCase :     Union[str, Any]=True  ,				**__lowerCamelCase :     Optional[Any]  ,				):

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

      _SCREAMING_SNAKE_CASE	=				vocab_size
      _SCREAMING_SNAKE_CASE	=				hidden_size
      _SCREAMING_SNAKE_CASE	=				num_hidden_layers
      _SCREAMING_SNAKE_CASE	=				num_attention_heads
      _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	=				initializer_range
      _SCREAMING_SNAKE_CASE	=				layer_norm_eps
      _SCREAMING_SNAKE_CASE	=				position_embedding_type
      _SCREAMING_SNAKE_CASE	=				use_cache

