





'''simple docstring'''






from ...configuration_utils import PretrainedConfig
from ...utils import logging
from ...utils.backbone_utils import BackboneConfigMixin, get_aligned_output_features_output_indices


A_		:  int		 =						logging.get_logger(__name__)

A_		:  Dict		 =						{
    "google/bit-50": "https://huggingface.co/google/bit-50/resolve/main/config.json",
}
class 					__snake_case  (					__SCREAMING_SNAKE_CASE		,				__SCREAMING_SNAKE_CASE							):






   '''simple docstring'''





   lowerCamelCase__    							=      '''bit'''
   lowerCamelCase__    							=      ['''preactivation''', '''bottleneck''']
   lowerCamelCase__    							=      ['''SAME''', '''VALID''']

   def __init__(							self	,		__SCREAMING_SNAKE_CASE=3	,		__SCREAMING_SNAKE_CASE=6_4	,		__SCREAMING_SNAKE_CASE=[2_5_6, 5_1_2, 1_0_2_4, 2_0_4_8]	,		__SCREAMING_SNAKE_CASE=[3, 4, 6, 3]	,		__SCREAMING_SNAKE_CASE="preactivation"	,		__SCREAMING_SNAKE_CASE="relu"	,		__SCREAMING_SNAKE_CASE=None	,		__SCREAMING_SNAKE_CASE=3_2	,		__SCREAMING_SNAKE_CASE=0.0	,		__SCREAMING_SNAKE_CASE=False	,		__SCREAMING_SNAKE_CASE=3_2	,		__SCREAMING_SNAKE_CASE=1	,		__SCREAMING_SNAKE_CASE=None	,		__SCREAMING_SNAKE_CASE=None	,		**__SCREAMING_SNAKE_CASE	,		):
    super().__init__(**__SCREAMING_SNAKE_CASE       )
    if layer_type not in self.layer_types:
     raise ValueError(f"layer_type={layer_type} is not one of {','.join(self.layer_types       )}"       )
    if global_padding is not None:
     if global_padding.upper() in self.supported_padding:
      snake_case__     :					Tuple    =  global_padding.upper()
     else:
      raise ValueError(f"Padding strategy {global_padding} not supported"       )
    snake_case__     :					List[str]    =  num_channels
    snake_case__     :					Tuple    =  embedding_size
    snake_case__     :					str    =  hidden_sizes
    snake_case__     :					Optional[Any]    =  depths
    snake_case__     :					List[Any]    =  layer_type
    snake_case__     :					Dict    =  hidden_act
    snake_case__     :					Union[str, Any]    =  global_padding
    snake_case__     :					List[str]    =  num_groups
    snake_case__     :					str    =  drop_path_rate
    snake_case__     :					List[Any]    =  embedding_dynamic_padding
    snake_case__     :					List[str]    =  output_stride
    snake_case__     :					Dict    =  width_factor

    snake_case__     :					List[str]    =  ["""stem"""] + [f"stage{idx}" for idx in range(1	,		len(__SCREAMING_SNAKE_CASE       ) + 1       )]
    snake_case__  ,							snake_case__     :					Dict    =  get_aligned_output_features_output_indices(
        out_features=__SCREAMING_SNAKE_CASE	,		out_indices=__SCREAMING_SNAKE_CASE	,		stage_names=self.stage_names       )







'''simple docstring'''

SCREAMING_SNAKE_CASE							:				int     	=			8.3_1_4_4_5_9_8




def 							_UpperCamelCase				(   lowerCAmelCase__:					float		,lowerCAmelCase__:					float   )      -> float:
							if temperature < 0:
														raise Exception('Temperature cannot be less than 0 K'   )
							if molar_mass <= 0:
														raise Exception('Molar mass cannot be less than or equal to 0 kg/mol'   )
							else:
														return (3 * UNIVERSAL_GAS_CONSTANT * temperature / molar_mass) ** 0.5


if __name__ == "__main__":
							import doctest

							# run doctest
							doctest.testmod()

							# example
							SCREAMING_SNAKE_CASE							:				List[str]     	=			300
							SCREAMING_SNAKE_CASE							:				List[Any]     	=			28
							SCREAMING_SNAKE_CASE							:				Optional[Any]     	=			rms_speed_of_molecule(temperature, molar_mass)
							print(f"Vrms of Nitrogen gas at 300 K is {vrms} m/s")





