






"""simple docstring"""





def     __lowercase					(    a :				int       ,		a :				int       ,		a :				list[list[int]] )					->					int:

      def update_area_of_max_square(a :				int       ,		a :				int ) -> int:
            # BASE CASE
            if row >= rows or col >= cols:
                  return 0

            __snake_case      :    Optional[int]  			=update_area_of_max_square(a       ,		col + 1 )
            __snake_case      :    List[str]  			=update_area_of_max_square(row + 1       ,		col + 1 )
            __snake_case      :    Optional[Any]  			=update_area_of_max_square(row + 1       ,		a )

            if mat[row][col]:
                  __snake_case      :    Any  			=1 + min([right, diagonal, down] )
                  __snake_case      :    Union[str, Any]  			=max(largest_square_area[0]       ,		a )
                  return sub_problem_sol
            else:
                  return 0

      __snake_case      :    Optional[int]  			=[0]
      update_area_of_max_square(0       ,		0 )
      return largest_square_area[0]



def     __lowercase					(    a :				int       ,		a :				int       ,		a :				list[list[int]] )					->					int:

      def update_area_of_max_square_using_dp_array(
          a :				int       ,		a :				int       ,		a :				list[list[int]] ) -> int:
            if row >= rows or col >= cols:
                  return 0
            if dp_array[row][col] != -1:
                  return dp_array[row][col]

            __snake_case      :    str  			=update_area_of_max_square_using_dp_array(a       ,		col + 1       ,		a )
            __snake_case      :    List[str]  			=update_area_of_max_square_using_dp_array(row + 1       ,		col + 1       ,		a )
            __snake_case      :    str  			=update_area_of_max_square_using_dp_array(row + 1       ,		a       ,		a )

            if mat[row][col]:
                  __snake_case      :    Dict  			=1 + min([right, diagonal, down] )
                  __snake_case      :    Dict  			=max(largest_square_area[0]       ,		a )
                  __snake_case      :    Optional[Any]  			=sub_problem_sol
                  return sub_problem_sol
            else:
                  return 0

      __snake_case      :    str  			=[0]
      __snake_case      :    str  			=[[-1] * cols for _ in range(a )]
      update_area_of_max_square_using_dp_array(0       ,		0       ,		a )

      return largest_square_area[0]



def     __lowercase					(    a :				int       ,		a :				int       ,		a :				list[list[int]] )					->					int:
      __snake_case      :    int  			=[[0] * (cols + 1) for _ in range(rows + 1 )]
      __snake_case      :    int  			=0
      for row in range(rows - 1       ,		-1       ,		-1 ):
            for col in range(cols - 1       ,		-1       ,		-1 ):
                  __snake_case      :    Any  			=dp_array[row][col + 1]
                  __snake_case      :    Optional[int]  			=dp_array[row + 1][col + 1]
                  __snake_case      :    int  			=dp_array[row + 1][col]

                  if mat[row][col] == 1:
                        __snake_case      :    Union[str, Any]  			=1 + min(a       ,		a       ,		a )
                        __snake_case      :    Dict  			=max(dp_array[row][col]       ,		a )
                  else:
                        __snake_case      :    Union[str, Any]  			=0

      return largest_square_area



def     __lowercase					(    a :				int       ,		a :				int       ,		a :				list[list[int]] )					->					int:
      __snake_case      :    Dict  			=[0] * (cols + 1)
      __snake_case      :    List[Any]  			=[0] * (cols + 1)
      __snake_case      :    Any  			=0
      for row in range(rows - 1       ,		-1       ,		-1 ):
            for col in range(cols - 1       ,		-1       ,		-1 ):
                  __snake_case      :    int  			=current_row[col + 1]
                  __snake_case      :    Optional[Any]  			=next_row[col + 1]
                  __snake_case      :    Union[str, Any]  			=next_row[col]

                  if mat[row][col] == 1:
                        __snake_case      :    Tuple  			=1 + min(a       ,		a       ,		a )
                        __snake_case      :    str  			=max(current_row[col]       ,		a )
                  else:
                        __snake_case      :    Optional[int]  			=0
            __snake_case      :    Optional[Any]  			=current_row

      return largest_square_area


if __name__ == "__main__":
    import doctest

    doctest.testmod()
    print(largest_square_area_in_matrix_bottom_up(2, 2, [[1, 1], [1, 1]]))










"""simple docstring"""





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


UpperCamelCase_	:				Optional[int]										= logging.get_logger(__name__)

UpperCamelCase_	:				Union[str, Any]										= {"""ctrl""": """https://huggingface.co/ctrl/resolve/main/config.json"""}


class      _lowercase (     lowerCAmelCase						):
      _a   :     str								=   '''ctrl'''
      _a   :     Optional[int]								=   ['''past_key_values''']
      _a   :     List[Any]								=   {
          '''max_position_embeddings''': '''n_positions''',
          '''hidden_size''': '''n_embd''',
          '''num_attention_heads''': '''n_head''',
          '''num_hidden_layers''': '''n_layer''',
      }


      def __init__(    self				:	str							,   a				:	Optional[int]=2_4_6_5_3_4							,   a				:	Optional[int]=2_5_6							,   a				:	Optional[int]=1_2_8_0							,   a				:	Any=8_1_9_2							,   a				:	int=4_8							,   a				:	Optional[Any]=1_6							,   a				:	str=0.1							,   a				:	str=0.1							,   a				:	Any=1e-6							,   a				:	Optional[int]=0.0_2							,   a				:	int=True							,   **a				:	str							,   ):





            """simple docstring"""







            __snake_case      :    Tuple  			=vocab_size
            __snake_case      :    Optional[Any]  			=n_positions
            __snake_case      :    List[Any]  			=n_embd
            __snake_case      :    Any  			=n_layer
            __snake_case      :    Any  			=n_head
            __snake_case      :    str  			=dff
            __snake_case      :    List[str]  			=resid_pdrop
            __snake_case      :    str  			=embd_pdrop
            __snake_case      :    Union[str, Any]  			=layer_norm_epsilon
            __snake_case      :    List[Any]  			=initializer_range

            __snake_case      :    Any  			=use_cache

            super().__init__(**a						)


