principle-explain-the-number

Apply before you trust, report, or act on a number you measured: a speedup, a regression, a throughput, a latency, or an eval result. Find what limits it, state a GPU kernel number as a percent of peak with the peak's source, and rule out that it measured something other than the work you think.