



def 						UpperCamelCase      (  snake_case__			:       list[list[int | float]]      )      ->	int:
   UpperCamelCase       :    Tuple		      =      len(snake_case__      )
   UpperCamelCase       :    Tuple		      =      len(matrix[0]      )
   UpperCamelCase       :    Tuple		      =      min(snake_case__			,	snake_case__      )

   for row in range(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			,	snake_case__      ):
            UpperCamelCase       :    Dict		      =      matrix[col][row] / matrix[row][row]
            for i in range(snake_case__			,	snake_case__      ):
               matrix[col][i] -= multiplier * matrix[row][i]
      else:
         # Find a non-zero diagonal element to swap rows
         UpperCamelCase       :    Optional[int]		      =      True
         for i in range(row + 1			,	snake_case__      ):
            if matrix[i][row] != 0:
               UpperCamelCase      ,	UpperCamelCase       :    Union[str, Any]		      =      matrix[i], matrix[row]
               UpperCamelCase       :    List[str]		      =      False
               break
         if reduce:
            rank -= 1
            for i in range(snake_case__      ):
               UpperCamelCase       :    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_glpn import GLPNImageProcessor


UpperCAmelCase_           =	logging.get_logger(__name__)




class 			__UpperCamelCase    (							A__    ):





     def __init__(     self				,							*_UpperCamelCase				,							**_UpperCamelCase					):
        warnings.warn(
            '''The class GLPNFeatureExtractor is deprecated and will be removed in version 5 of Transformers. Please'''
            ''' use GLPNImageProcessor instead.'''				,							_UpperCamelCase				,							)
        super().__init__(*_UpperCamelCase				,							**_UpperCamelCase					)