






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


lowerCAmelCase_           = logging.get_logger(__name__)

lowerCAmelCase_           = {
    'microsoft/biogpt': 'https://huggingface.co/microsoft/biogpt/resolve/main/config.json',
    # See all BioGPT models at https://huggingface.co/models?filter=biogpt
}
class      UpperCamelCase (				snake_case__ ):







		"""simple docstring"""



		snake_case    =   "biogpt"
		def __init__(  self		:       Union[str, Any]						,_SCREAMING_SNAKE_CASE		:       List[Any]=4_2_3_8_4						,_SCREAMING_SNAKE_CASE		:       int=1_0_2_4						,_SCREAMING_SNAKE_CASE		:       Optional[int]=2_4						,_SCREAMING_SNAKE_CASE		:       List[str]=1_6						,_SCREAMING_SNAKE_CASE		:       Any=4_0_9_6						,_SCREAMING_SNAKE_CASE		:       Optional[Any]="gelu"						,_SCREAMING_SNAKE_CASE		:       List[str]=0.1						,_SCREAMING_SNAKE_CASE		:       List[Any]=0.1						,_SCREAMING_SNAKE_CASE		:       Dict=1_0_2_4						,_SCREAMING_SNAKE_CASE		:       Optional[int]=0.02						,_SCREAMING_SNAKE_CASE		:       Dict=1E-12						,_SCREAMING_SNAKE_CASE		:       Tuple=True						,_SCREAMING_SNAKE_CASE		:       Any=True						,_SCREAMING_SNAKE_CASE		:       Tuple=0.0						,_SCREAMING_SNAKE_CASE		:       Optional[int]=0.0						,_SCREAMING_SNAKE_CASE		:       Any=1						,_SCREAMING_SNAKE_CASE		:       Optional[Any]=0						,_SCREAMING_SNAKE_CASE		:       str=2						,**_SCREAMING_SNAKE_CASE		:       str						,)    ->   Tuple:


						'''simple docstring'''
						A	 =      vocab_size
						A	 =      max_position_embeddings
						A	 =      hidden_size
						A	 =      num_hidden_layers
						A	 =      num_attention_heads
						A	 =      intermediate_size
						A	 =      hidden_act
						A	 =      hidden_dropout_prob
						A	 =      attention_probs_dropout_prob
						A	 =      initializer_range
						A	 =      layer_norm_eps
						A	 =      scale_embedding
						A	 =      use_cache
						A	 =      layerdrop
						A	 =      activation_dropout
						super().__init__(pad_token_id=_SCREAMING_SNAKE_CASE						,bos_token_id=_SCREAMING_SNAKE_CASE						,eos_token_id=_SCREAMING_SNAKE_CASE						,**_SCREAMING_SNAKE_CASE		)













def      snake_case		(							UpperCAmelCase	:       int   ):
				A	 =      0
				while num > 0:
								digit_sum += num % 10
								num //= 10
				return digit_sum







def      snake_case		(							UpperCAmelCase	:       int = 1_00   ):
				A	 =      1
				A	 =      2

				for i in range(2,						max_n + 1   ):
								A	 =      pre_numerator
								A	 =      2 * i // 3 if i % 3 == 0 else 1
								A	 =      cur_numerator
								A	 =      e_cont * pre_numerator + temp

				return sum_digits(UpperCAmelCase   )


if __name__ == "__main__":
					print(f'''{solution() = }''')





