One of the most prominent features in DeepForest is parallel execution. Parallel execution can provide speedup effect depending on number of available processors. Of course, regardless of the number of processors, the rate of speedup is limited by the following equation [Geenlaw et al., 1995]:
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(1.11) |
Unlike ordinal procedural languages, however, DeepForest has flexibility in parallel execution. We can easily modify strategy for actual parallel execution without changing algorithm itself. Therefore, it is possible to drastically improve the efficiency in terms of computational time if we give optimized condition in the system. For details, refer to KLIC documents recently publicized on web sites: