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authorDimitry Andric <dim@FreeBSD.org>2017-05-29 16:25:25 +0000
committerDimitry Andric <dim@FreeBSD.org>2017-05-29 16:25:25 +0000
commitab44ce3d598882e51a25eb82eb7ae6308de85ae6 (patch)
tree568d786a59d49bef961dcb9bd09d422701b9da5b /docs/Benchmarking.rst
parentb5630dbadf9a2a06754194387d6b0fd9962a67f1 (diff)
Vendor import of llvm trunk r304149:vendor/llvm/llvm-trunk-r304149
Notes
Notes: svn path=/vendor/llvm/dist/; revision=319140 svn path=/vendor/llvm/llvm-trunk-r304149/; revision=319141; tag=vendor/llvm/llvm-trunk-r304149
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+==================================
+Benchmarking tips
+==================================
+
+
+Introduction
+============
+
+For benchmarking a patch we want to reduce all possible sources of
+noise as much as possible. How to do that is very OS dependent.
+
+Note that low noise is required, but not sufficient. It does not
+exclude measurement bias. See
+https://www.cis.upenn.edu/~cis501/papers/producing-wrong-data.pdf for
+example.
+
+General
+================================
+
+* Use a high resolution timer, e.g. perf under linux.
+
+* Run the benchmark multiple times to be able to recognize noise.
+
+* Disable as many processes or services as possible on the target system.
+
+* Disable frequency scaling, turbo boost and address space
+ randomization (see OS specific section).
+
+* Static link if the OS supports it. That avoids any variation that
+ might be introduced by loading dynamic libraries. This can be done
+ by passing ``-DLLVM_BUILD_STATIC=ON`` to cmake.
+
+* Try to avoid storage. On some systems you can use tmpfs. Putting the
+ program, inputs and outputs on tmpfs avoids touching a real storage
+ system, which can have a pretty big variability.
+
+ To mount it (on linux and freebsd at least)::
+
+ mount -t tmpfs -o size=<XX>g none dir_to_mount
+
+Linux
+=====
+
+* Disable address space randomization::
+
+ echo 0 > /proc/sys/kernel/randomize_va_space
+
+* Set scaling_governor to performance::
+
+ for i in /sys/devices/system/cpu/cpu*/cpufreq/scaling_governor
+ do
+ echo performance > /sys/devices/system/cpu/cpu*/cpufreq/scaling_governor
+ done
+
+* Use https://github.com/lpechacek/cpuset to reserve cpus for just the
+ program you are benchmarking. If using perf, leave at least 2 cores
+ so that perf runs in one and your program in another::
+
+ cset shield -c N1,N2 -k on
+
+ This will move all threads out of N1 and N2. The ``-k on`` means
+ that even kernel threads are moved out.
+
+* Disable the SMT pair of the cpus you will use for the benchmark. The
+ pair of cpu N can be found in
+ ``/sys/devices/system/cpu/cpuN/topology/thread_siblings_list`` and
+ disabled with::
+
+ echo 0 > /sys/devices/system/cpu/cpuX/online
+
+
+* Run the program with::
+
+ cset shield --exec -- perf stat -r 10 <cmd>
+
+ This will run the command after ``--`` in the isolated cpus. The
+ particular perf command runs the ``<cmd>`` 10 times and reports
+ statistics.
+
+With these in place you can expect perf variations of less than 0.1%.
+
+Linux Intel
+-----------
+
+* Disable turbo mode::
+
+ echo 1 > /sys/devices/system/cpu/intel_pstate/no_turbo