code: def set_config_perf(self, i, parameter_id, seq, value):
          
          if parameter_id in self.configs_perf[i]:
              if self.configs_perf[i][parameter_id][0] < seq:
                  self.configs_perf[i][parameter_id] = [seq, value]
          else:
              self.configs_perf[i][parameter_id] = [seq, value]
docs: update trial's latest result with its sequence number, e.g., epoch number or batch number
          
          Parameters
          ----------
          i: int
              the ith round
          parameter_id: int
              the id of the trial/parameter
          seq: int
              sequence number, e.g., epoch number or batch number
          value: int
              latest result with sequence number seq
  
          Returns
          -------
          None