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How Do Simultaneous EnergyPlus Processes Affect Runtime

In some situations, such as a parametric analysis, it is desirable to call multiple EnergyPlus instances at once. Tools such as the OpenStudio Parametric Analysis Tool easily give you this ability. What are the performance consequences/benefits associated with calling multiple instances and is there and optimal hardware setup?