def 			UpperCamelCase__						(    A__      ,			A__      ,			A__   )       -> None:
				if right <= left:
								return
				snake_case__ :     int 							=				left
				snake_case__ :     Optional[Any] 							=				right
				snake_case__ :     Dict 							=				sorting[left]
				while i <= b:
								if sorting[i] < pivot:
												snake_case__							,  snake_case__ :     Tuple 							=				sorting[i], sorting[a]
												a += 1
												i += 1
								elif sorting[i] > pivot:
												snake_case__							,  snake_case__ :     Optional[Any] 							=				sorting[i], sorting[b]
												b -= 1
								else:
												i += 1
				quick_sort_apartition(A__      ,			A__      ,			a - 1   )
				quick_sort_apartition(A__      ,			b + 1      ,			A__   )
def 			UpperCamelCase__						(    A__      ,			A__      ,			A__   )       -> None:
				if left < right:
								snake_case__ :     int 							=				lomuto_partition(A__      ,			A__      ,			A__   )
								quick_sort_lomuto_partition(A__      ,			A__      ,			pivot_index - 1   )
								quick_sort_lomuto_partition(A__      ,			pivot_index + 1      ,			A__   )
def 			UpperCamelCase__						(    A__      ,			A__      ,			A__   )       -> int:
				snake_case__ :     Optional[int] 							=				sorting[right]
				snake_case__ :     Optional[Any] 							=				left
				for i in range(A__      ,			A__   ):
								if sorting[i] < pivot:
												snake_case__							,  snake_case__ :     Union[str, Any] 							=				sorting[i], sorting[store_index]
												store_index += 1
				snake_case__							,  snake_case__ :     List[Any] 							=				sorting[store_index], sorting[right]
				return store_index
def 			UpperCamelCase__						(    A__   )       -> list:
				if len(A__   ) <= 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)

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



import inspect
import os
import unittest

import torch

import accelerate
from accelerate import debug_launcher
from accelerate.test_utils import (
    execute_subprocess_async,
    require_cpu,
    require_multi_gpu,
    require_single_gpu,
    test_sync,
)
from accelerate.utils import patch_environment





class 			__snake_case  (      unittest.TestCase     ):




					def       __a      (       self		)					->  Union[str, Any]:



									'''simple docstring'''







									snake_case__ :     List[Any] 							=				inspect.getfile(accelerate.test_utils		)
									snake_case__ :     Tuple 							=				os.path.sep.join(mod_file.split(os.path.sep		)[:-1] + ['scripts', 'test_sync.py']		)




					@require_cpu
					def       __a      (       self		)					->  int:



									'''simple docstring'''







									debug_launcher(test_sync.main   ,	num_processes=1		)




					@require_cpu
					def       __a      (       self		)					->  Dict:



									'''simple docstring'''







									debug_launcher(test_sync.main		)




					@require_single_gpu
					def       __a      (       self		)					->  int:



									'''simple docstring'''







									test_sync.main()




					@require_multi_gpu
					def       __a      (       self		)					->  str:



									'''simple docstring'''







									print(F"""Found {torch.cuda.device_count()} devices."""		)
									snake_case__ :     Any 							=				['torchrun', F"""--nproc_per_node={torch.cuda.device_count()}""", self.test_file_path]
									with patch_environment(omp_num_threads=1		):
													execute_subprocess_async(__UpperCamelCase   ,	env=os.environ.copy()		)


