Reproducability¶
The intensifier Intensifier does not ensure reproducability because it is depending on computation time.
The intensification of configurations are depending on the intensifier_percentage and how long the optimization
run took so far. Based on that, a time_bound for the intensification procedure is computed (in base_smbo),
which is further used to determine whether the next iteration should start (intensifier.process_results).
Warning
The intensifier Intensifier (used by HyperparameterOptimizationFacade) is not reproducable!
However, since time_bound is only used in Intensifier, all other intensifiers guarantee reproducability when
using one worker.