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


__lowerCAmelCase    :  Dict										= logging.get_logger(__name__)

__lowerCAmelCase    :  List[Any]										= {
    'bert-base-uncased': 'https://huggingface.co/bert-base-uncased/resolve/main/config.json',
    # QDQBERT models can be loaded from any BERT checkpoint, available at https://huggingface.co/models?filter=bert
}
class 				lowerCamelCase			(							__snake_case					):
      __lowerCamelCase							=					'qdqbert'






      def __init__(      self  ,		__lowerCamelCase=3_05_22  ,		__lowerCamelCase=7_68  ,		__lowerCamelCase=12  ,		__lowerCamelCase=12  ,		__lowerCamelCase=30_72  ,		__lowerCamelCase="gelu"  ,		__lowerCamelCase=0.1  ,		__lowerCamelCase=0.1  ,		__lowerCamelCase=5_12  ,		__lowerCamelCase=2  ,		__lowerCamelCase=0.02  ,		__lowerCamelCase=1e-12  ,		__lowerCamelCase=True  ,		__lowerCamelCase=1  ,		__lowerCamelCase=0  ,		__lowerCamelCase=2  ,		**__lowerCamelCase  ,		)     ->				str:


          '''simple docstring'''







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

          snake_case:						int         =   vocab_size
          snake_case:						Dict         =   max_position_embeddings
          snake_case:						str         =   hidden_size
          snake_case:						Any         =   num_hidden_layers
          snake_case:						Optional[Any]         =   num_attention_heads
          snake_case:						Any         =   intermediate_size
          snake_case:						Optional[Any]         =   hidden_act
          snake_case:						List[str]         =   hidden_dropout_prob
          snake_case:						Tuple         =   attention_probs_dropout_prob
          snake_case:						Optional[int]         =   initializer_range
          snake_case:						int         =   type_vocab_size
          snake_case:						Dict         =   layer_norm_eps
          snake_case:						int         =   use_cache






from __future__ import annotations
def 							UpperCAmelCase_   (				__snake_case		)	->     list[int]:







 """simple docstring"""


 if not list_of_ints:
  return []

 if min(__snake_case		) < 0:
  raise ValueError('''All numbers must be positive'''		)

 _lowercase				 =max(len(bin(__snake_case		)[2:]		) for x in list_of_ints		)
 return _msd_radix_sort(__snake_case	,		__snake_case		)
def 							UpperCAmelCase_   (				__snake_case	,		__snake_case		)	->     list[int]:







 """simple docstring"""


 if bit_position == 0 or len(__snake_case		) in [0, 1]:
  return list_of_ints

 _lowercase				 =[]
 _lowercase				 =[]
 # Split numbers based on bit at bit_position from the right
 for number in list_of_ints:
  if (number >> (bit_position - 1)) & 1:
   # number has a one at bit bit_position
   ones.append(__snake_case		)
  else:
   # number has a zero at bit bit_position
   zeros.append(__snake_case		)

    # recursively split both lists further
 _lowercase				 =_msd_radix_sort(__snake_case	,		bit_position - 1		)
 _lowercase				 =_msd_radix_sort(__snake_case	,		bit_position - 1		)

 # recombine lists
 _lowercase				 =zeros
 res.extend(__snake_case		)

 return res
def 							UpperCAmelCase_   (				__snake_case		)	->     List[str]:







 """simple docstring"""


 _lowercase				 =len(__snake_case		)
 if not list_of_ints or length == 1:
  return

 if min(__snake_case		) < 0:
  raise ValueError('''All numbers must be positive'''		)

 _lowercase				 =max(len(bin(__snake_case		)[2:]		) for x in list_of_ints		)
 _msd_radix_sort_inplace(__snake_case	,		__snake_case	,		0	,		__snake_case		)
def 							UpperCAmelCase_   (				__snake_case	,		__snake_case	,		__snake_case	,		__snake_case		)	->     Any:







 """simple docstring"""


 if bit_position == 0 or end_index - begin_index <= 1:
  return

 bit_position -= 1

 _lowercase				 =begin_index
 _lowercase				 =end_index - 1
 while i <= j:
  _lowercase				 =False
  if not (list_of_ints[i] >> bit_position) & 1:
   # found zero at the beginning
   i += 1
   _lowercase				 =True
  if (list_of_ints[j] >> bit_position) & 1:
   # found one at the end
   j -= 1
   _lowercase				 =True

  if changed:
   continue

  _lowercase ,       _lowercase				 =list_of_ints[j], list_of_ints[i]
  j -= 1
  if j != i:
   i += 1

 _msd_radix_sort_inplace(__snake_case	,		__snake_case	,		__snake_case	,		__snake_case		)
 _msd_radix_sort_inplace(__snake_case	,		__snake_case	,		__snake_case	,		__snake_case		)


if __name__ == "__main__":
  import doctest

  doctest.testmod()

