
"""simple docstring"""




from __future__ import annotations



def 							a__ (				lowerCAmelCase	:       list[int]		):






     '''simple docstring'''
     if len(lowerCAmelCase		) == 0:
          return array

     UpperCAmelCase__							: Union[str, Any] 							=						min(lowerCAmelCase		), max(lowerCAmelCase		)

     # Compute the variables
     UpperCAmelCase__							: Tuple 							=						_max - _min + 1
     UpperCAmelCase__							: Dict 							=						[0] * holes_range, [0] * holes_range

     # Make the sorting.
     for i in array:
          UpperCAmelCase__							: List[str] 							=						i - _min
          UpperCAmelCase__							: Union[str, Any] 							=						i
          holes_repeat[index] += 1

     # Makes the array back by replacing the numbers.
     UpperCAmelCase__							: Union[str, Any] 							=						0
     for i in range(lowerCAmelCase		):
          while holes_repeat[i] > 0:
               UpperCAmelCase__							: Optional[int] 							=						holes[i]
               index += 1
               holes_repeat[i] -= 1

    # Returns the sorted array.
     return array


if __name__ == "__main__":
    import doctest

    doctest.testmod()
    A__      :	Any          =    input("""Enter numbers separated by comma:\n""")
    A__      :	str          =    [int(x) for x in user_input.split(""",""")]
    print(pigeon_sort(unsorted))





"""simple docstring"""




from typing import Optional, Union

import torch
from torch import nn

from ...configuration_utils import ConfigMixin, register_to_config
from ...models.modeling_utils import ModelMixin







class   _lowercase						(       lowerCAmelCase_	,   lowerCAmelCase_				):


     '''simple docstring'''





     @register_to_config
     def __init__(      self ,			__UpperCamelCase = 7_68 ,			)->					Union[str, Any]:
          super().__init__()

          UpperCAmelCase__							: str 							=						nn.Parameter(torch.zeros(1 ,			__UpperCamelCase  )  )
          UpperCAmelCase__							: Optional[int] 							=						nn.Parameter(torch.ones(1 ,			__UpperCamelCase  )  )



     def  lowerCAmelCase__       (      self ,			__UpperCamelCase = None ,			__UpperCamelCase = None ,			)->					Any:
          UpperCAmelCase__							: Dict 							=						nn.Parameter(self.mean.to(__UpperCamelCase  ).to(__UpperCamelCase  )  )
          UpperCAmelCase__							: Any 							=						nn.Parameter(self.std.to(__UpperCamelCase  ).to(__UpperCamelCase  )  )
          return self



     def  lowerCAmelCase__       (      self ,			__UpperCamelCase  )->					Union[str, Any]:
          UpperCAmelCase__							: Dict 							=						(embeds - self.mean) * 1.0 / self.std
          return embeds



     def  lowerCAmelCase__       (      self ,			__UpperCamelCase  )->					List[Any]:
          UpperCAmelCase__							: Any 							=						(embeds * self.std) + self.mean
          return embeds



