


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


lowerCAmelCase__						=			logging.get_logger(__name__)

lowerCAmelCase__						=			{
    'facebook/regnet-y-040': 'https://huggingface.co/facebook/regnet-y-040/blob/main/config.json',
}







class 					lowerCAmelCase__	(    a):




     '''simple docstring'''
     __SCREAMING_SNAKE_CASE        =			"regnet"
     __SCREAMING_SNAKE_CASE        =			["x", "y"]


     def __init__(						self			,						__lowerCamelCase=3			,						__lowerCamelCase=3_2			,						__lowerCamelCase=[1_2_8, 1_9_2, 5_1_2, 1_0_8_8]			,						__lowerCamelCase=[2, 6, 1_2, 2]			,						__lowerCamelCase=6_4			,						__lowerCamelCase="y"			,						__lowerCamelCase="relu"			,						**__lowerCamelCase			,						)      ->    List[Any]:
            super().__init__(**__A)
            if layer_type not in self.layer_types:
                   raise ValueError(F"layer_type={layer_type} is not one of {','.join(self.layer_types)}")
            _A				:	List[str]       =			num_channels
            _A				:	Optional[Any]       =			embedding_size
            _A				:	Optional[Any]       =			hidden_sizes
            _A				:	List[Any]       =			depths
            _A				:	Optional[Any]       =			groups_width
            _A				:	Optional[Any]       =			layer_type
            _A				:	Optional[Any]       =			hidden_act
            # always downsample in the first stage
            _A				:	Optional[Any]       =			True




def 							_UpperCAmelCase    (UpperCamelCase__					:  str						):
       _A				:	Tuple       =			str(UpperCamelCase__						).strip()
       if not bin_string:
              raise ValueError("Empty string was passed to the function"						)
       _A				:	Dict       =			bin_string[0] == "-"
       if is_negative:
              _A				:	Any       =			bin_string[1:]
       if not all(char in "01" for char in bin_string						):
              raise ValueError("Non-binary value was passed to the function"						)
       _A				:	Union[str, Any]       =			0
       for char in bin_string:
              _A				:	Union[str, Any]       =			2 * decimal_number + int(UpperCamelCase__						)
       return -decimal_number if is_negative else decimal_number


if __name__ == "__main__":
    from doctest import testmod

    testmod()
