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When I worked at Facebook we would measure performance gains (or losses) in terms of metric tons of computers saved (or lost).

http://carlos.bueno.org/optimization

There was also a rule about always showing your work. ;) The details of the actual optimization are less important than the means by which one measured where the CPU time was going, and how the expected result was confirmed.




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