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OpenVINO model tools

Performance regression test for CPU plugin

mount IR cache by nfs

sudo apt-get install nfs-common

mkdir nfs
sudo mount -t nfs 10.67.108.173:/home/vsi/nfs_share ./nfs

run tests

run the script inside screen and press ctrl+A D to detach it to prevent early termination due to accidental ssh connection lost.

change some variables inside benchmark_test.sh before run it:

  • setup binA binB to OpenVINO bin folder containing the binary to be validated;
  • setup nfs_models_cache to the path of nfs folder mounted earlier
  • setup ncpus,cpus and node according to the server's lscpu result.
./benchmark_test.sh | tee log.txt

use screen -list to check detached session and screen -r xxxx to re-attach.

visualize results

./benchmark_vis.sh log.txt > vis.txt

detailed comparison between two builds of openvino

./compare_pc.sh xxxx.xml

this generates pcA.txt, pcB.txt, exec_graph_A.xml and exec_graph_B.xml; you can analyze the result with following command:

./compare_vis.py pcA.txt pcB.txt