
'''simple docstring'''


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


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

__lowercase				: int											=  {'''ctrl''': '''https://huggingface.co/ctrl/resolve/main/config.json'''}

class 						__lowercase					(	__UpperCAmelCase     ):
			lowerCamelCase      :		Optional[int]						   =      '''ctrl'''
			lowerCamelCase      :		Tuple						   =      ['''past_key_values''']
			lowerCamelCase      :		Dict						   =      {
			    '''max_position_embeddings''': '''n_positions''',
			    '''hidden_size''': '''n_embd''',
			    '''num_attention_heads''': '''n_head''',
			    '''num_hidden_layers''': '''n_layer''',
			}

			def __init__(self      , A=2_4_6_5_3_4      , A=2_5_6      , A=1_2_8_0      , A=8_1_9_2      , A=4_8      , A=1_6      , A=0.1      , A=0.1      , A=1E-6      , A=0.02      , A=True      , **A      , ):
								lowerCamelCase_       :   Any  =		vocab_size
								lowerCamelCase_       :   Union[str, Any]  =		n_positions
								lowerCamelCase_       :   Optional[Any]  =		n_embd
								lowerCamelCase_       :   str  =		n_layer
								lowerCamelCase_       :   List[str]  =		n_head
								lowerCamelCase_       :   Union[str, Any]  =		dff
								lowerCamelCase_       :   Optional[int]  =		resid_pdrop
								lowerCamelCase_       :   Any  =		embd_pdrop
								lowerCamelCase_       :   Optional[Any]  =		layer_norm_epsilon
								lowerCamelCase_       :   Any  =		initializer_range

								lowerCamelCase_       :   Union[str, Any]  =		use_cache

								super().__init__(**lowerCamelCase__   )






"""simple docstring"""


import random


def    _lowerCamelCase   (     lowerCamelCase__	:							Tuple       ,		lowerCamelCase__	:							Dict       ,		lowerCamelCase__	:							str  ):
 lowercase__       :       List[Any]				=						a[left_index]
 lowercase__       :       List[Any]				=						left_index + 1
 for j in range(left_index + 1       ,		lowerCamelCase__  ):
  if a[j] < pivot:
   lowercase__	,       lowercase__       :       Dict				=						a[i], a[j]
   i += 1
 lowercase__	,       lowercase__       :       Any				=						a[i - 1], a[left_index]
 return i - 1


def    _lowerCamelCase   (     lowerCamelCase__	:							int       ,		lowerCamelCase__	:							Tuple       ,		lowerCamelCase__	:							Optional[int]  ):
 if left < right:
  lowercase__       :       str				=						random.randint(lowerCamelCase__       ,		right - 1  )
  lowercase__	,       lowercase__       :       Any				=						(
      a[left],
      a[pivot],
  )  # switches the pivot with the left most bound
  lowercase__       :       str				=						partition(lowerCamelCase__       ,		lowerCamelCase__       ,		lowerCamelCase__  )
  quick_sort_random(
      lowerCamelCase__       ,		lowerCamelCase__       ,		lowerCamelCase__  )  # recursive quicksort to the left of the pivot point
  quick_sort_random(
      lowerCamelCase__       ,		pivot_index + 1       ,		lowerCamelCase__  )  # recursive quicksort to the right of the pivot point


def    _lowerCamelCase   (     ):
 lowercase__       :       List[Any]				=						input("""Enter numbers separated by a comma:\n"""  ).strip()
 lowercase__       :       int				=						[int(lowerCamelCase__  ) for item in user_input.split(""","""  )]

 quick_sort_random(lowerCamelCase__       ,		0       ,		len(lowerCamelCase__  )  )

 print(lowerCamelCase__  )


if __name__ == "__main__":
   main()