



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


A_		:  List[str]										=  logging.get_logger(__name__)

A_		:  int										=  {
    '''microsoft/mpnet-base''': '''https://huggingface.co/microsoft/mpnet-base/resolve/main/config.json''',
}



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

   def __init__(   self      :							List[Any]				, __lowerCAmelCase      :							Optional[Any]=3_0527				, __lowerCAmelCase      :							List[Any]=768				, __lowerCAmelCase      :							int=12				, __lowerCAmelCase      :							int=12				, __lowerCAmelCase      :							Dict=3072				, __lowerCAmelCase      :							Optional[int]="gelu"				, __lowerCAmelCase      :							Any=0.1				, __lowerCAmelCase      :							Dict=0.1				, __lowerCAmelCase      :							int=512				, __lowerCAmelCase      :							List[str]=0.0_2				, __lowerCAmelCase      :							Optional[Any]=1E-12				, __lowerCAmelCase      :							str=32				, __lowerCAmelCase      :							Union[str, Any]=1				, __lowerCAmelCase      :							Optional[int]=0				, __lowerCAmelCase      :							Tuple=2				, **__lowerCAmelCase      :							Union[str, Any]				, )							->					Dict:


    """simple docstring"""






    super().__init__(pad_token_id=__lowerCAmelCase				, bos_token_id=__lowerCAmelCase				, eos_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							=		initializer_range
    a							=		layer_norm_eps
    a							=		relative_attention_num_buckets






from __future__ import annotations


def 						UpperCAmelCase__   (   UpperCAmelCase__			:float | int			,       UpperCAmelCase__			:float | int			,       UpperCAmelCase__			:float | int			,       ):






 '''simple docstring'''

 if not all((nth_term, start_term_a, common_ratio_r)       ):
  return []
 a							=		[]
 a							=		1
 a							=		common_ratio_r
 for _ in range(int(UpperCAmelCase__       )       ):
  if not series:
   series.append(UpperCAmelCase__       )
  else:
   power += 1
   series.append(float(start_term_a * multiple       )       )
   a							=		pow(float(UpperCAmelCase__       )			,       UpperCAmelCase__       )
 return series


if __name__ == "__main__":
     import doctest

     doctest.testmod()

     A_		:  Optional[Any]										=  float(input('''Enter the last number (n term) of the Geometric Series'''))
     A_		:  Optional[Any]										=  float(input('''Enter the starting term (a) of the Geometric Series'''))
     A_		:  Optional[int]										=  float(
         input('''Enter the common ratio between two terms (r) of the Geometric Series''')
     )
     print('''Formula of Geometric Series => a + ar + ar^2 ... +ar^n''')
     print(geometric_series(nth_term, start_term_a, common_ratio_r))

