
'''simple docstring'''





def 							snake_case				(		UpperCAmelCase   ,	UpperCAmelCase   ,	UpperCAmelCase						)->      None:







      """simple docstring"""
      if right <= left:
            return
      __A													=      __A													=      left
      __A													=      right
      __A													=      sorting[left]
      while i <= b:
            if sorting[i] < pivot:
                  __A						,   __A													=      sorting[i], sorting[a]
                  a += 1
                  i += 1
            elif sorting[i] > pivot:
                  __A						,   __A													=      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						)->      None:







      """simple docstring"""
      if left < right:
            __A													=      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						)->      int:







      """simple docstring"""
      __A													=      sorting[right]
      __A													=      left
      for i in range(UpperCAmelCase   ,	UpperCAmelCase						):
            if sorting[i] < pivot:
                  __A						,   __A													=      sorting[i], sorting[store_index]
                  store_index += 1
      __A						,   __A													=      sorting[store_index], sorting[right]
      return store_index





def 							snake_case				(		UpperCAmelCase						)->      list:







      """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)

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







"""simple docstring"""







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


SCREAMING_SNAKE_CASE						=    logging.get_logger(__name__)

SCREAMING_SNAKE_CASE						=    {
    'facebook/regnet-y-040': 'https://huggingface.co/facebook/regnet-y-040/blob/main/config.json',
}



class 			_lowerCamelCase      (__lowerCamelCase  ):
				_snake_case  =	"regnet"
				_snake_case  =	["x", "y"]







				def __init__(			self     :							Any      ,       lowerCamelCase_     :							Optional[Any]=3      ,       lowerCamelCase_     :							List[str]=3_2      ,       lowerCamelCase_     :							str=[1_2_8, 1_9_2, 5_1_2, 1_0_8_8]      ,       lowerCamelCase_     :							int=[2, 6, 1_2, 2]      ,       lowerCamelCase_     :							Union[str, Any]=6_4      ,       lowerCamelCase_     :							int="y"      ,       lowerCamelCase_     :							Optional[Any]="relu"      ,       **lowerCamelCase_     :							Optional[Any]      ,       ):

					"""simple docstring"""






					super().__init__(**lowerCamelCase_    )
					if layer_type not in self.layer_types:
						raise ValueError(F'''layer_type={layer_type} is not one of {','.join(self.layer_types    )}'''    )
					_lowercase			:     str      					=				num_channels
					_lowercase			:     Optional[Any]      					=				embedding_size
					_lowercase			:     Union[str, Any]      					=				hidden_sizes
					_lowercase			:     Optional[int]      					=				depths
					_lowercase			:     Optional[int]      					=				groups_width
					_lowercase			:     Tuple      					=				layer_type
					_lowercase			:     Union[str, Any]      					=				hidden_act
					# always downsample in the first stage
					_lowercase			:     Optional[int]      					=				True



