import random





def  _lowerCAmelCase					(   a_				: List[str]						,			a_				: str						,			a_				: str):
			lowerCamelCase						:Dict						  =     a[left_index]
			lowerCamelCase						:Union[str, Any]						  =     left_index + 1
			for j in range(left_index + 1						,			UpperCamelCase__):
						if a[j] < pivot:
									lowerCamelCase  ,    lowerCamelCase						:Optional[int]						  =     a[i], a[j]
									i += 1
			lowerCamelCase  ,    lowerCamelCase						:int						  =     a[i - 1], a[left_index]
			return i - 1





def  _lowerCAmelCase					(   a_				: Optional[int]						,			a_				: List[Any]						,			a_				: str):
			if left < right:
						lowerCamelCase						:Dict						  =     random.randint(UpperCamelCase__						,			right - 1)
						lowerCamelCase  ,    lowerCamelCase						:Union[str, Any]						  =     (
						    a[left],
						    a[pivot],
						)  # switches the pivot with the left most bound
						lowerCamelCase						:Tuple						  =     partition(UpperCamelCase__						,			UpperCamelCase__						,			UpperCamelCase__)
						quick_sort_random(
						    UpperCamelCase__						,			UpperCamelCase__						,			UpperCamelCase__)  # recursive quicksort to the left of the pivot point
						quick_sort_random(
						    UpperCamelCase__						,			pivot_index + 1						,			UpperCamelCase__)  # recursive quicksort to the right of the pivot point





def  _lowerCAmelCase					(   ):
			lowerCamelCase						:Tuple						  =     input('''Enter numbers separated by a comma:\n''').strip()
			lowerCamelCase						:Union[str, Any]						  =     [int(UpperCamelCase__) for item in user_input.split(''',''')]

			quick_sort_random(UpperCamelCase__						,			0						,			len(UpperCamelCase__))

			print(UpperCamelCase__)


if __name__ == "__main__":
			main()




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_huggingface_suite,
    require_multi_gpu,
    require_single_gpu,
)
from accelerate.utils import patch_environment
@require_huggingface_suite
class   _lowerCAmelCase		(     unittest.TestCase				):







							def 				snake_case  (				self     :    Tuple		):
										lowerCamelCase						:List[Any]						  =     inspect.getfile(accelerate.test_utils		)
										lowerCamelCase						:Dict						  =     os.path.sep.join(
										    mod_file.split(os.path.sep		)[:-1] + ['''scripts''', '''external_deps''', '''test_metrics.py''']		)

										from accelerate.test_utils.scripts.external_deps import test_metrics  # noqa: F401

										lowerCamelCase						:Any						  =     test_metrics







							@require_cpu
							def 				snake_case  (				self     :    Dict		):
										debug_launcher(self.test_metrics.main	,					num_processes=1		)







							@require_cpu
							def 				snake_case  (				self     :    int		):
										debug_launcher(self.test_metrics.main		)







							@require_single_gpu
							def 				snake_case  (				self     :    Any		):
										self.test_metrics.main()







							@require_multi_gpu
							def 				snake_case  (				self     :    Optional[int]		):
										print(F"Found {torch.cuda.device_count()} devices."		)
										lowerCamelCase						:Optional[int]						  =     ['''torchrun''', F"--nproc_per_node={torch.cuda.device_count()}", self.test_file_path]
										with patch_environment(omp_num_threads=1		):
													execute_subprocess_async(__snake_case	,					env=os.environ.copy()		)



