


def 		lowercase_(  SCREAMING_SNAKE_CASE_	):


  '''simple docstring'''

  lowerCamelCase :					List[str]    =				len(SCREAMING_SNAKE_CASE_	)
  lowerCamelCase :					Tuple    =				len(matrix[0]	)
  lowerCamelCase :					Union[str, Any]    =				min(SCREAMING_SNAKE_CASE_      ,						SCREAMING_SNAKE_CASE_	)

  for row in range(SCREAMING_SNAKE_CASE_	):
    # Check if diagonal element is not zero
    if matrix[row][row] != 0:
      # Eliminate all the elements below the diagonal
      for col in range(row + 1      ,						SCREAMING_SNAKE_CASE_	):
        lowerCamelCase :					Tuple    =				matrix[col][row] / matrix[row][row]
        for i in range(SCREAMING_SNAKE_CASE_      ,						SCREAMING_SNAKE_CASE_	):
          matrix[col][i] -= multiplier * matrix[row][i]
    else:
      # Find a non-zero diagonal element to swap rows
      lowerCamelCase :					List[Any]    =				True
      for i in range(row + 1      ,						SCREAMING_SNAKE_CASE_	):
        if matrix[i][row] != 0:
          lowerCamelCase    ,	lowerCamelCase :					List[str]    =				matrix[i], matrix[row]
          lowerCamelCase :					Tuple    =				False
          break
      if reduce:
        rank -= 1
        for i in range(SCREAMING_SNAKE_CASE_	):
          lowerCamelCase :					Optional[Any]    =				matrix[i][rank]

            # Reduce the row pointer by one to stay on the same row
      row -= 1

  return rank


if __name__ == "__main__":
   import doctest

   doctest.testmod()







import warnings

from ...utils import logging
from .image_processing_dpt import DPTImageProcessor


_snake_case             =     logging.get_logger(__name__)
class 	UpperCAmelCase_					(					UpperCamelCase    ):

   '''simple docstring'''




   def __init__(		self						,				*__A						,				**__A ):






     """simple docstring"""





     warnings.warn(
         "The class DPTFeatureExtractor is deprecated and will be removed in version 5 of Transformers. Please"
         " use DPTImageProcessor instead."						,				__A						,				)
     super().__init__(*__A						,				**__A )



