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Comment by dmlorenzetti
Probably anybody who actually implements matrix multiplication knows about ATLAS already, but this software does what the article advocates, and then some, tuning to your specific machine cache:
http://en.wikipedia.org/wiki/Automatically_Tuned_Linear_Alge...