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.
23.01.2025 22:32
👍 0
🔁 0
💬 1
📌 0
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 )
23.01.2025 22:23
👍 0
🔁 0
💬 1
📌 0
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.
23.01.2025 21:17
👍 0
🔁 0
💬 0
📌 0
What probability distribution best models the running time of computer programs? #CompSky #stats #AcademicSky
23.01.2025 21:14
👍 2
🔁 0
💬 4
📌 0