

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


a_    :						Optional[int]    		=      logging.get_logger(__name__)

a_    :						Any    		=      {
    "MIT/ast-finetuned-audioset-10-10-0.4593": (
        "https://huggingface.co/MIT/ast-finetuned-audioset-10-10-0.4593/resolve/main/config.json"
    ),
}




class      UpperCamelCase (     SCREAMING_SNAKE_CASE   ):
    __UpperCamelCase         ="audio-spectrogram-transformer"

    def __init__(			self :      Tuple							,    snake_case__ :      str=7_6_8							,    snake_case__ :      int=1_2							,    snake_case__ :      List[str]=1_2							,    snake_case__ :      Tuple=3_0_7_2							,    snake_case__ :      List[Any]="gelu"							,    snake_case__ :      Any=0.0							,    snake_case__ :      Optional[int]=0.0							,    snake_case__ :      List[str]=0.02							,    snake_case__ :      Optional[Any]=1E-12							,    snake_case__ :      List[Any]=1_6							,    snake_case__ :      Optional[Any]=True							,    snake_case__ :      Tuple=1_0							,    snake_case__ :      Any=1_0							,    snake_case__ :      Optional[int]=1_0_2_4							,    snake_case__ :      Dict=1_2_8							,    **snake_case__ :      str							,    ):

     """simple docstring"""






     super().__init__(**snake_case__    )

     SCREAMING_SNAKE_CASE								=			hidden_size
     SCREAMING_SNAKE_CASE								=			num_hidden_layers
     SCREAMING_SNAKE_CASE								=			num_attention_heads
     SCREAMING_SNAKE_CASE								=			intermediate_size
     SCREAMING_SNAKE_CASE								=			hidden_act
     SCREAMING_SNAKE_CASE								=			hidden_dropout_prob
     SCREAMING_SNAKE_CASE								=			attention_probs_dropout_prob
     SCREAMING_SNAKE_CASE								=			initializer_range
     SCREAMING_SNAKE_CASE								=			layer_norm_eps
     SCREAMING_SNAKE_CASE								=			patch_size
     SCREAMING_SNAKE_CASE								=			qkv_bias
     SCREAMING_SNAKE_CASE								=			frequency_stride
     SCREAMING_SNAKE_CASE								=			time_stride
     SCREAMING_SNAKE_CASE								=			max_length
     SCREAMING_SNAKE_CASE								=			num_mel_bins


def        __lowerCAmelCase    (       _UpperCamelCase		:  int	)		->							int:
 '''simple docstring'''


 SCREAMING_SNAKE_CASE								=			abs(_UpperCamelCase	)
 SCREAMING_SNAKE_CASE								=			0
 while n > 0:
  res += n % 10
  n //= 10
 return res


def        __lowerCAmelCase    (       _UpperCamelCase		:  int	)		->							int:
 '''simple docstring'''


 SCREAMING_SNAKE_CASE								=			abs(_UpperCamelCase	)
 return n if n < 10 else n % 10 + sum_of_digits(n // 10	)


def        __lowerCAmelCase    (       _UpperCamelCase		:  int	)		->							int:
 '''simple docstring'''


 return sum(int(_UpperCamelCase	) for c in str(abs(_UpperCamelCase	)	)	)


def        __lowerCAmelCase    (       )		->							None:
 '''simple docstring'''


 from collections.abc import Callable
 from timeit import timeit

 def benchmark_a_function(_UpperCamelCase		:  Callable		,							_UpperCamelCase		:  int	) -> None:
  SCREAMING_SNAKE_CASE								=			f"""{func.__name__}({value})"""
  SCREAMING_SNAKE_CASE								=			timeit(f"""__main__.{call}"""		,							setup='import __main__'	)
  print(f"""{call:56} = {func(_UpperCamelCase	)} -- {timing:.4f} seconds"""	)

 for value in (26_21_44, 11_25_89_99_06_84_26_24, 1_26_76_50_60_02_28_22_94_01_49_67_03_20_53_76):
  for func in (sum_of_digits, sum_of_digits_recursion, sum_of_digits_compact):
   benchmark_a_function(_UpperCamelCase		,							_UpperCamelCase	)
  print()


if __name__ == "__main__":
      import doctest

      doctest.testmod()
      benchmark()

