



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


__magic_name__       =     logging.get_logger(__name__)

__magic_name__       =     {
    '''uw-madison/yoso-4096''': '''https://huggingface.co/uw-madison/yoso-4096/resolve/main/config.json''',
    # See all YOSO models at https://huggingface.co/models?filter=yoso
}


class 	a__       (       _snake_case       ):


					"""simple docstring"""



					A__  :				Union[str, Any]					 =				'''yoso'''

					def __init__(		self     :Any      ,  lowercase__     :List[Any]=5_0265      ,  lowercase__     :Optional[int]=768      ,  lowercase__     :int=12      ,  lowercase__     :Dict=12      ,  lowercase__     :Tuple=3072      ,  lowercase__     :Tuple="gelu"      ,  lowercase__     :Dict=0.1      ,  lowercase__     :List[Any]=0.1      ,  lowercase__     :List[str]=4096      ,  lowercase__     :Tuple=1      ,  lowercase__     :str=0.02      ,  lowercase__     :int=1E-12      ,  lowercase__     :int="absolute"      ,  lowercase__     :str=True      ,  lowercase__     :Optional[int]=9      ,  lowercase__     :str=64      ,  lowercase__     :Union[str, Any]=None      ,  lowercase__     :Dict=True      ,  lowercase__     :int=True      ,  lowercase__     :List[str]=1      ,  lowercase__     :Union[str, Any]=0      ,  lowercase__     :Tuple=2      ,  **lowercase__     :Optional[Any]      ,  ):
										super().__init__(pad_token_id=lowercase__      ,  bos_token_id=lowercase__      ,  eos_token_id=lowercase__      ,  **lowercase__    )

										lowercase						   =       vocab_size
										lowercase						   =       max_position_embeddings
										lowercase						   =       hidden_size
										lowercase						   =       num_hidden_layers
										lowercase						   =       num_attention_heads
										lowercase						   =       intermediate_size
										lowercase						   =       hidden_act
										lowercase						   =       hidden_dropout_prob
										lowercase						   =       attention_probs_dropout_prob
										lowercase						   =       initializer_range
										lowercase						   =       type_vocab_size
										lowercase						   =       layer_norm_eps
										lowercase						   =       position_embedding_type
										lowercase						   =       use_expectation
										lowercase						   =       hash_code_len
										lowercase						   =       num_hash
										lowercase						   =       conv_window
										lowercase						   =       use_fast_hash
										lowercase						   =       lsh_backward











from collections.abc import Callable

__magic_name__       =     Callable[[float], float]  # type alias for a real -> real function





def 		__snake_case						(    _UpperCAmelCase       ,			_UpperCAmelCase       ,			_UpperCAmelCase       ,			):
					"""simple docstring"""






					lowercase						   =       float(_UpperCAmelCase				)
					while True:
										try:
															lowercase						   =       prev_guess - function(_UpperCAmelCase				) / derivative(_UpperCAmelCase				)
										except ZeroDivisionError:
															raise ZeroDivisionError('Could not find root'				) from None
										if abs(prev_guess - next_guess				) < 10**-5:
															return next_guess
										lowercase						   =       next_guess





def 		__snake_case						(    _UpperCAmelCase				):
					"""simple docstring"""






					return (x**3) - (2 * x) - 5





def 		__snake_case						(    _UpperCAmelCase				):
					"""simple docstring"""






					return 3 * (x**2) - 2


if __name__ == "__main__":
		print(newton(f, fa, 3))






