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Histogram of 1000 repetitions of 1000 load size

Histogram of 1000 repetitions of 1000 load size

The timer has a theoretical precision of 1ms. If I time 1000 repetitions of load_size of 1000, I get the following graph. It shows the precision is indeed 1ms and the distribution has a notable right skew.

1 year ago 0 0 1 0
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I'm thinking of the much simpler case, same input, same system. What I observe is pretty far from Gaussian.
(Run the code for yourself: hastebin.skyra.pw/tizivijire.css )

1 year ago 0 0 1 0
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I've been using log-normal because it only has positive support, is right skewed, and has an easily computible ratio distribution (not true of normal!). Often I'm comparing performance of program X in condition Y vs Z, where we don't care about the absolute difference in runtime, only the ratio.

1 year ago 0 0 0 0

What probability distribution best models the running time of computer programs? #CompSky #stats #AcademicSky

1 year ago 2 0 4 0