8b93c479bdd284b6377bea771c0f8d1495a58f42,smac/smbo/smbo.py,SMBO,run,#SMBO#Any#,70

Before Change

        print(self.runhistory.data)

        // Main BO loop
        for i in range(max_iters):

            // TODO: Transform lambda to X

            X, Y = rh2EPM.transform(self.runhistory)

            // TODO: Estimate new configuration
            self.logger.debug("Search for next configuration")
            next_config = self.choose_next(X, Y)

            // TODO: Perform intensification
            //self.incumbent = intensify(self.incumbent, next_config)

            // TODO: Perform target algorithm run

            // TODO: Update run history

            // TODO: Write run history into database

        return self.incumbent

    def choose_next(self, X=None, Y=None, n_iters=10):
        

After Change

            self.logger.debug("Search for next configuration")
            next_config = self.choose_next(X, Y)
            
            self.logger.debug("Intensify")
            //TODO: fix timebound of intensifier
            //TODO: add more than one challenger
            inten = Intensifier(executor=executor, 
                                challengers=[next_config], 

Instances