This is the supporting benchmark for the blog post Gathering Intel on Intel AVX-512 Transitions.
This benchmark relies heavily on the perf_events
subsystem and so only runs on Linux.
This project provides a makefile and building should be as simple as:
make
To run these tests you need a /proc/sys/kernel/perf_event_paranoid
setting of 1 or less, or to be running as root. Many modern system are setting this to 3, a very conservative setting. If the value on your system is greater than 1, you can either set it (until reboot) to 1 like so:
echo 1 | sudo tee /proc/sys/kernel/perf_event_paranoid
Or you can run the tests as root (e.g., `sudo ./bench)
The benchmark includes several tests. You can run them all like this (this will crash pretty quickly on platforms without AVX-512):
./bench
You can run a specific test by providing its name:
./bench vporymm
You can list the available tests:
./bench list tests
You can run all the test required for generating the data used in the post using the ./data.sh scripts. First you should set your TSC (time stamp counter as read by rstsc
) frequency as the MHZ
variable in the environment. The benchmark application itself has detection of the TSC frequency, you can check the value on your system by running:
./bench dummy |& grep 'tsc freq'
Set that value as MHZ
in your environment, like so:
export MHZ=3200
Next, choose a prefix for your result files to identify them, this defaults to test
if you don't set any:
export PREFIX=blah
# this second prefix is used specificaly for the voltage related tests
export PREFIXV=blah
Then you can collect most of the data like this:
scripts/data.sh
This generates the results in the ./results
dir by default. This generates all the results except for those related to voltage. To generate those, you need to jump through a few hoops, because voltage readings require MSR access. First, you must have msr-tools
installed, however that works on your platform (e.g., apt install msr-tools
on Ubuntu). Then you can either run data.sh as root, like so:
sudo MHZ=$MHZ DO_VOLTS=1 scripts/data.sh
The DO_VOLTS=1
indicates to the script that it should run only the voltage tests. This causes the files written to ./results
to be owned by root (unless the files already existed with different ownership), so you should chown
them to your current user after. You can also run this as a non-root user but you have to jump though some hoops (this is probably not entirely safe, certainly not on any host with untrusted users or code):
# set the special msr files world readable
sudo chmod a+r /dev/cpu/*/msr
# give the bench binary the caps needed to read the msr files (not needed on all systems)
sudo setcap cap_sys_rawio=ep ./bench
# run the test as non-root
DO_VOLTS=1 scripts/data.sh
Once the results are generated, you can generate the plots with:
scripts/plots.sh
That will show the plots, one by one, in matplotlib's interactive viewer. To write them out to SVG files, just provide the OUTDIR
environment variable:
mkdir plots
OUTDIR=./plots scripts/plots.sh
The script expects all the result files to exist, feel free to comment out some lines if you've just generated partial results. You can also pass the script a regex and it will only generate plots whose title matches the regex. For example, the following generates only the 3 voltage plots:
./scripts/plots.sh Voltage