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I believe that you can try to use python Symmetric Multiprocessing modules, such as 'processing'. Run your simulation to the time 1 second, save one snapshot. Then you can use 'process' or 'pool' in the 'processing' module to parallel the rest of simulations by creating multiple threads.

check the manual of 'processing' at https://pypi.python.org/pypi/processing