






"""simple docstring"""





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


UpperCamelCase_						:					List[Any]      				=			logging.get_logger(__name__)

UpperCamelCase_						:					str      				=			{
    """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   _lowercase			(  _snake_case    ):
      _a :  Union[str, Any]										= '''yoso'''


      def __init__(     self					:						Any				, a					:						List[Any]=5_0_2_6_5				, a					:						Optional[int]=7_6_8				, a					:						int=1_2				, a					:						Dict=1_2				, a					:						Tuple=3_0_7_2				, a					:						Tuple="gelu"				, a					:						Dict=0.1				, a					:						List[Any]=0.1				, a					:						List[str]=4_0_9_6				, a					:						Tuple=1				, a					:						str=0.0_2				, a					:						int=1e-12				, a					:						int="absolute"				, a					:						str=True				, a					:						Optional[int]=9				, a					:						str=6_4				, a					:						Union[str, Any]=None				, a					:						Dict=True				, a					:						int=True				, a					:						List[str]=1				, a					:						Union[str, Any]=0				, a					:						Tuple=2				, **a					:						Optional[Any]				, ):





            """simple docstring"""







            super().__init__(pad_token_id=lowercase__				, bos_token_id=lowercase__				, eos_token_id=lowercase__				, **lowercase__    )

            __snake_case   :     Dict	      =vocab_size
            __snake_case   :     Dict	      =max_position_embeddings
            __snake_case   :     Optional[Any]	      =hidden_size
            __snake_case   :     Tuple	      =num_hidden_layers
            __snake_case   :     Tuple	      =num_attention_heads
            __snake_case   :     str	      =intermediate_size
            __snake_case   :     Tuple	      =hidden_act
            __snake_case   :     str	      =hidden_dropout_prob
            __snake_case   :     Tuple	      =attention_probs_dropout_prob
            __snake_case   :     Optional[int]	      =initializer_range
            __snake_case   :     Union[str, Any]	      =type_vocab_size
            __snake_case   :     Optional[int]	      =layer_norm_eps
            __snake_case   :     List[Any]	      =position_embedding_type
            __snake_case   :     List[Any]	      =use_expectation
            __snake_case   :     str	      =hash_code_len
            __snake_case   :     List[Any]	      =num_hash
            __snake_case   :     str	      =conv_window
            __snake_case   :     Any	      =use_fast_hash
            __snake_case   :     List[str]	      =lsh_backward







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






					if right <= left:
										return
					lowercase						   =       lowercase						   =       left
					lowercase						   =       right
					lowercase						   =       sorting[left]
					while i <= b:
										if sorting[i] < pivot:
															lowercase   ,      lowercase						   =       sorting[i], sorting[a]
															a += 1
															i += 1
										elif sorting[i] > pivot:
															lowercase   ,      lowercase						   =       sorting[i], sorting[b]
															b -= 1
										else:
															i += 1
					quick_sort_apartition(_UpperCAmelCase       ,			_UpperCAmelCase       ,			a - 1				)
					quick_sort_apartition(_UpperCAmelCase       ,			b + 1       ,			_UpperCAmelCase				)





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






					if left < right:
										lowercase						   =       lomuto_partition(_UpperCAmelCase       ,			_UpperCAmelCase       ,			_UpperCAmelCase				)
										quick_sort_lomuto_partition(_UpperCAmelCase       ,			_UpperCAmelCase       ,			pivot_index - 1				)
										quick_sort_lomuto_partition(_UpperCAmelCase       ,			pivot_index + 1       ,			_UpperCAmelCase				)





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






					lowercase						   =       sorting[right]
					lowercase						   =       left
					for i in range(_UpperCAmelCase       ,			_UpperCAmelCase				):
										if sorting[i] < pivot:
															lowercase   ,      lowercase						   =       sorting[i], sorting[store_index]
															store_index += 1
					lowercase   ,      lowercase						   =       sorting[store_index], sorting[right]
					return store_index





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






					if len(_UpperCAmelCase				) <= 1:
										return sorting
					return (
					    three_way_radix_quicksort([i for i in sorting if i < sorting[0]]				)
					    + [i for i in sorting if i == sorting[0]]
					    + three_way_radix_quicksort([i for i in sorting if i > sorting[0]]				)
					)


if __name__ == "__main__":
		import doctest

		doctest.testmod(verbose=True)

		__magic_name__       =     input('''Enter numbers separated by a comma:\n''').strip()
		__magic_name__       =     [int(item) for item in user_input.split(''',''')]
		quick_sort_apartition(unsorted, 0, len(unsorted) - 1)
		print(unsorted)






