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Any lessons to be learned from EasyPerf?
https://easyperf.net/blog/2019/08/02/Perf-measurement-environment-on-Linux
You might also want to look at https://github.com/rai-project/tensorflow/blob/master/tensorflow-agent/scripts/benchmarkModeEnable.sh since it has some effects on benchmarking. It's probably more pronounced for one-off testing rather than running the benchmark a few hundred times.