The first step should be to find out if CPU or I/O is the bottleneck.
There's no point in optimizing CPU usage if the program is not blocking on CPU.
You can just look at the CPU usage, and if it's constant 100% during the program run, you know that it's worth improving.
If file I/O is the bottleneck you can try to experiment with different file systems, RAID, different hard discs etc.
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