




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


SCREAMING_SNAKE_CASE		:Union[str, Any]				  =    logging.get_logger(__name__)

SCREAMING_SNAKE_CASE		:Dict				  =    {
    "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 	__magic_name__				(       SCREAMING_SNAKE_CASE__							):
     UpperCamelCase_  :List[str]								=			"""yoso"""






     def __init__(							self		,	_lowercase=50_265		,	_lowercase=768		,	_lowercase=12		,	_lowercase=12		,	_lowercase=3_072		,	_lowercase="gelu"		,	_lowercase=0.1		,	_lowercase=0.1		,	_lowercase=4_096		,	_lowercase=1		,	_lowercase=0.02		,	_lowercase=1e-1_2		,	_lowercase="absolute"		,	_lowercase=True		,	_lowercase=9		,	_lowercase=64		,	_lowercase=None		,	_lowercase=True		,	_lowercase=True		,	_lowercase=1		,	_lowercase=0		,	_lowercase=2		,	**_lowercase		,	)->    int:
         super().__init__(pad_token_id=_lowercase		,	bos_token_id=_lowercase		,	eos_token_id=_lowercase		,	**_lowercase  )

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



def  lowerCAmelCase(			SCREAMING_SNAKE_CASE_ )->	float:



    """simple docstring"""






    return -num if num < 0 else num




def  lowerCAmelCase(			SCREAMING_SNAKE_CASE_ )->	int:



    """simple docstring"""






    if len(SCREAMING_SNAKE_CASE_ ) == 0:
        raise ValueError("abs_min() arg is an empty sequence" )
    UpperCamelCase_      =	x[0]
    for i in x:
        if abs_val(SCREAMING_SNAKE_CASE_ ) < abs_val(SCREAMING_SNAKE_CASE_ ):
            UpperCamelCase_      =	i
    return j




def  lowerCAmelCase(			SCREAMING_SNAKE_CASE_ )->	int:



    """simple docstring"""






    if len(SCREAMING_SNAKE_CASE_ ) == 0:
        raise ValueError("abs_max() arg is an empty sequence" )
    UpperCamelCase_      =	x[0]
    for i in x:
        if abs(SCREAMING_SNAKE_CASE_ ) > abs(SCREAMING_SNAKE_CASE_ ):
            UpperCamelCase_      =	i
    return j




def  lowerCAmelCase(			SCREAMING_SNAKE_CASE_ )->	int:



    """simple docstring"""






    if len(SCREAMING_SNAKE_CASE_ ) == 0:
        raise ValueError("abs_max_sort() arg is an empty sequence" )
    return sorted(SCREAMING_SNAKE_CASE_ ,	key=SCREAMING_SNAKE_CASE_ )[-1]




def  lowerCAmelCase(			)->	Any:



    """simple docstring"""






    assert abs_val(0 ) == 0
    assert abs_val(3_4 ) == 3_4
    assert abs_val(-1_0_0_0_0_0_0_0_0_0_0_0 ) == 1_0_0_0_0_0_0_0_0_0_0_0

    UpperCamelCase_      =	[-3, -1, 2, -1_1]
    assert abs_max(SCREAMING_SNAKE_CASE_ ) == -1_1
    assert abs_max_sort(SCREAMING_SNAKE_CASE_ ) == -1_1
    assert abs_min(SCREAMING_SNAKE_CASE_ ) == -1


if __name__ == "__main__":
 import doctest

 doctest.testmod()

 test_abs_val()
 print(abs_val(-34))  # --> 34
