
'''simple docstring'''
from ...configuration_utils import PretrainedConfig
from ...utils import logging


a_					= logging.get_logger(__name__)

a_					= {
    'microsoft/biogpt': 'https://huggingface.co/microsoft/biogpt/resolve/main/config.json',
    # See all BioGPT models at https://huggingface.co/models?filter=biogpt
}






class      __SCREAMING_SNAKE_CASE      (			lowerCamelCase				):
 snake_case_  							=							"""biogpt"""




 def __init__(      self	:							Optional[int]					,      __lowercase	:							Any=4_23_84					,      __lowercase	:							Optional[int]=10_24					,      __lowercase	:							Tuple=24					,      __lowercase	:							Any=16					,      __lowercase	:							List[str]=40_96					,      __lowercase	:							Optional[int]="gelu"					,      __lowercase	:							Optional[int]=0.1					,      __lowercase	:							Any=0.1					,      __lowercase	:							Dict=10_24					,      __lowercase	:							Union[str, Any]=0.02					,      __lowercase	:							List[str]=1e-12					,      __lowercase	:							Tuple=True					,      __lowercase	:							List[str]=True					,      __lowercase	:							str=0.0					,      __lowercase	:							Optional[Any]=0.0					,      __lowercase	:							Optional[int]=1					,      __lowercase	:							int=0					,      __lowercase	:							Any=2					,      **__lowercase	:							str					,      )	->						List[str]:
       SCREAMING_SNAKE_CASE__     :				Any									=vocab_size
       SCREAMING_SNAKE_CASE__     :				Union[str, Any]									=max_position_embeddings
       SCREAMING_SNAKE_CASE__     :				Optional[Any]									=hidden_size
       SCREAMING_SNAKE_CASE__     :				Optional[Any]									=num_hidden_layers
       SCREAMING_SNAKE_CASE__     :				Any									=num_attention_heads
       SCREAMING_SNAKE_CASE__     :				int									=intermediate_size
       SCREAMING_SNAKE_CASE__     :				List[str]									=hidden_act
       SCREAMING_SNAKE_CASE__     :				List[str]									=hidden_dropout_prob
       SCREAMING_SNAKE_CASE__     :				Tuple									=attention_probs_dropout_prob
       SCREAMING_SNAKE_CASE__     :				Union[str, Any]									=initializer_range
       SCREAMING_SNAKE_CASE__     :				str									=layer_norm_eps
       SCREAMING_SNAKE_CASE__     :				Dict									=scale_embedding
       SCREAMING_SNAKE_CASE__     :				Dict									=use_cache
       SCREAMING_SNAKE_CASE__     :				str									=layerdrop
       SCREAMING_SNAKE_CASE__     :				Any									=activation_dropout
       super().__init__(pad_token_id=__lowercase					,      bos_token_id=__lowercase					,      eos_token_id=__lowercase					,      **__lowercase      )







'''simple docstring'''
def  _a(  UpperCamelCase__				:						str,	UpperCamelCase__				:						str							):




      '''simple docstring'''






      SCREAMING_SNAKE_CASE__     :				Optional[int]									=len(UpperCamelCase__							)
      SCREAMING_SNAKE_CASE__     :				Optional[Any]									=len(UpperCamelCase__							)
      SCREAMING_SNAKE_CASE__     :				Tuple									=[[False for _ in range(m + 1							)] for _ in range(n + 1							)]
      SCREAMING_SNAKE_CASE__     :				List[Any]									=True
      for i in range(UpperCamelCase__							):
            for j in range(m + 1							):
                  if dp[i][j]:
                        if j < m and a[i].upper() == b[j]:
                              SCREAMING_SNAKE_CASE__     :				Optional[int]									=True
                        if a[i].islower():
                              SCREAMING_SNAKE_CASE__     :				List[Any]									=True
      return dp[n][m]


if __name__ == "__main__":
  import doctest

  doctest.testmod()