"""simple docstring"""


import sys







def 					__a   (		A      ):






     '''simple docstring'''



     lowercase__				 =							len(A      )
     lowercase__				 =							[[0 for x in range(A      )] for x in range(A      )]
     lowercase__				 =							[[0 for x in range(A      )] for x in range(A      )]

     for chain_length in range(2    ,				A      ):
          for a in range(1    ,				n - chain_length + 1      ):
               lowercase__				 =							a + chain_length - 1

               lowercase__				 =							sys.maxsize
               for c in range(A    ,				A      ):
                    lowercase__				 =							(
                        matrix[a][c] + matrix[c + 1][b] + array[a - 1] * array[c] * array[b]
                    )
                    if cost < matrix[a][b]:
                         lowercase__				 =							cost
                         lowercase__				 =							c
     return matrix, sol







def 					__a   (		A    ,				A    ,				A      ):






     '''simple docstring'''



     if i == j:
          print("A" + str(A      )    ,				end=" "      )
     else:
          print("("    ,				end=" "      )
          print_optiomal_solution(A    ,				A    ,				optimal_solution[i][j]      )
          print_optiomal_solution(A    ,				optimal_solution[i][j] + 1    ,				A      )
          print(")"    ,				end=" "      )







def 					__a   (		):






     '''simple docstring'''



     lowercase__				 =							[30, 35, 15, 5, 10, 20, 25]
     lowercase__				 =							len(A      )
     # Size of matrix created from above array will be
     # 30*35 35*15 15*5 5*10 10*20 20*25
     lowercase__ ,						lowercase__				 =							matrix_chain_order(A      )

     print("No. of Operation required: " + str(matrix[1][n - 1]      )      )
     print_optiomal_solution(A    ,				1    ,				n - 1      )


if __name__ == "__main__":
 main()





"""simple docstring"""


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


lowerCAmelCase_:					List[Any]     =					logging.get_logger(__name__)

lowerCAmelCase_:					int     =					{
    "microsoft/markuplm-base": "https://huggingface.co/microsoft/markuplm-base/resolve/main/config.json",
    "microsoft/markuplm-large": "https://huggingface.co/microsoft/markuplm-large/resolve/main/config.json",
}






class    a__    (   _a	):
   snake_case_							=      "markuplm"


   def __init__(     self,				_UpperCAmelCase=3_0522,				_UpperCAmelCase=768,				_UpperCAmelCase=12,				_UpperCAmelCase=12,				_UpperCAmelCase=3072,				_UpperCAmelCase="gelu",				_UpperCAmelCase=0.1,				_UpperCAmelCase=0.1,				_UpperCAmelCase=512,				_UpperCAmelCase=2,				_UpperCAmelCase=0.02,				_UpperCAmelCase=1E-12,				_UpperCAmelCase=0,				_UpperCAmelCase=0,				_UpperCAmelCase=2,				_UpperCAmelCase=256,				_UpperCAmelCase=1024,				_UpperCAmelCase=216,				_UpperCAmelCase=1001,				_UpperCAmelCase=32,				_UpperCAmelCase=50,				_UpperCAmelCase="absolute",				_UpperCAmelCase=True,				_UpperCAmelCase=None,				**_UpperCAmelCase,				):
        '''simple docstring'''



        super().__init__(
            pad_token_id=_UpperCAmelCase,				bos_token_id=_UpperCAmelCase,				eos_token_id=_UpperCAmelCase,				**_UpperCAmelCase,				)
        lowercase__				 =							vocab_size
        lowercase__				 =							hidden_size
        lowercase__				 =							num_hidden_layers
        lowercase__				 =							num_attention_heads
        lowercase__				 =							hidden_act
        lowercase__				 =							intermediate_size
        lowercase__				 =							hidden_dropout_prob
        lowercase__				 =							attention_probs_dropout_prob
        lowercase__				 =							max_position_embeddings
        lowercase__				 =							type_vocab_size
        lowercase__				 =							initializer_range
        lowercase__				 =							layer_norm_eps
        lowercase__				 =							position_embedding_type
        lowercase__				 =							use_cache
        lowercase__				 =							classifier_dropout
        # additional properties
        lowercase__				 =							max_depth
        lowercase__				 =							max_xpath_tag_unit_embeddings
        lowercase__				 =							max_xpath_subs_unit_embeddings
        lowercase__				 =							tag_pad_id
        lowercase__				 =							subs_pad_id
        lowercase__				 =							xpath_unit_hidden_size




