openvino icelake

Intel Core i7-1065G7 testing with a Dell 06CDVY (1.0.9 BIOS) and Intel Iris Plus ICL GT2 16GB on Ubuntu 22.04 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2212220-NE-OPENVINOI21
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  Duration
a
December 21 2022
  1 Hour, 47 Minutes
b
December 22 2022
  26 Minutes
c
December 22 2022
  26 Minutes
d
December 22 2022
  26 Minutes
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openvino icelakeOpenBenchmarking.orgPhoronix Test SuiteIntel Core i7-1065G7 @ 3.90GHz (4 Cores / 8 Threads)Dell 06CDVY (1.0.9 BIOS)Intel Ice Lake-LP DRAM16GBToshiba KBG40ZPZ512G NVMe 512GBIntel Iris Plus ICL GT2 16GB (1100MHz)Realtek ALC289Intel Ice Lake-LP PCH CNVi WiFiUbuntu 22.045.18.8-051808-generic (x86_64)GNOME Shell 42.2X Server + Wayland4.6 Mesa 22.0.1OpenCL 3.01.3.204GCC 11.3.0ext41920x1200ProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionOpenvino Icelake BenchmarksSystem Logs- Transparent Huge Pages: madvise- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-xKiWfi/gcc-11-11.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-xKiWfi/gcc-11-11.3.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0xb2 - Thermald 2.4.9 - Python 3.10.6- itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Mitigation of Clear buffers; SMT vulnerable + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Mitigation of Microcode + tsx_async_abort: Not affected

abcdResult OverviewPhoronix Test Suite100%109%119%128%138%OpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOF.D.F - CPUF.D.F - CPUP.D.F - CPUV.D.F.I - CPUV.D.F.I - CPUF.D.F.I - CPUF.D.F.I - CPUM.T.E.T.D.F - CPUP.D.F - CPUM.T.E.T.D.F - CPUP.D.F - CPUP.D.F - CPUW.P.D.F - CPUW.P.D.F - CPUA.G.R.R.0.F - CPUW.P.D.F.I - CPUW.P.D.F.I - CPUA.G.R.R.0.F - CPUP.V.B.D.F - CPUP.V.B.D.F - CPUV.D.F - CPUV.D.F - CPUA.G.R.R.0.F.I - CPUA.G.R.R.0.F.I - CPU

openvino icelakeopenvino: Face Detection FP16 - CPUopenvino: Face Detection FP16 - CPUopenvino: Person Detection FP32 - CPUopenvino: Person Detection FP32 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUabcd5806.750.699764.710.419580.500.411571.532.54435.099.1839.36101.5726.92148.5170.6756.5758.5568.2915.70254.451.862134.622.051933.434253.080.947263.330.557130.460.561165.213.42323.4212.3429.69134.6319.93200.5354.2773.6743.8191.2611.823381.512626.651.542567.64249.920.948259.70.487177.420.561321.883.02372.6510.7234.7115.1923.34171.2559.8566.7948.682.2512.96308.141.62477.581.772231.664223.670.958851.450.457194.420.551409.282.83385.1810.3636.22110.3522.86174.8764.496253.6274.5614.36278.231.742278.791.922059.97OpenBenchmarking.org

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPUdcba12002400360048006000SE +/- 115.84, N = 154223.674249.924253.085806.75MIN: 3557.61 / MAX: 4732.79MIN: 3595.64 / MAX: 4700.43MIN: 3901.61 / MAX: 4685.41MIN: 3488.66 / MAX: 6176.941. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPUdcba0.21380.42760.64140.85521.069SE +/- 0.02, N = 150.950.940.940.691. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPUbcda2K4K6K8K10KSE +/- 64.37, N = 37263.338259.708851.459764.71MIN: 6051.03 / MAX: 7654.36MIN: 5950.48 / MAX: 9922.82MIN: 6388.53 / MAX: 9910.16MIN: 7944.04 / MAX: 10109.771. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPUbcda0.12380.24760.37140.49520.619SE +/- 0.00, N = 30.550.480.450.411. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPUbcda2K4K6K8K10KSE +/- 62.31, N = 37130.467177.427194.429580.50MIN: 6063.54 / MAX: 7503.59MIN: 5777.19 / MAX: 7665.16MIN: 5748.88 / MAX: 7989.9MIN: 7602.28 / MAX: 9860.521. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPUcbda0.1260.2520.3780.5040.63SE +/- 0.00, N = 30.560.560.550.411. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPUbcda30060090012001500SE +/- 5.75, N = 31165.211321.881409.281571.53MIN: 846.59 / MAX: 1271.7MIN: 881.09 / MAX: 1638.78MIN: 939.33 / MAX: 1638.45MIN: 941.82 / MAX: 1747.051. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPUbcda0.76951.5392.30853.0783.8475SE +/- 0.01, N = 33.423.022.832.541. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPUbcda90180270360450SE +/- 3.32, N = 3323.42372.65385.18435.09MIN: 260.46 / MAX: 358.87MIN: 196.58 / MAX: 483.63MIN: 246.89 / MAX: 497.57MIN: 244.24 / MAX: 482.121. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPUbcda3691215SE +/- 0.07, N = 312.3410.7210.369.181. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPUbcda918273645SE +/- 0.23, N = 329.6934.7036.2239.36MIN: 17.54 / MAX: 47.4MIN: 16.91 / MAX: 61.57MIN: 18.14 / MAX: 57.22MIN: 20.8 / MAX: 59.811. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPUbcda306090120150SE +/- 0.60, N = 3134.63115.19110.35101.571. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPUbdca612182430SE +/- 0.21, N = 319.9322.8623.3426.92MIN: 11.95 / MAX: 36.98MIN: 11.01 / MAX: 47.6MIN: 10.34 / MAX: 47.86MIN: 11.16 / MAX: 47.581. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPUbdca4080120160200SE +/- 1.16, N = 3200.53174.87171.25148.511. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPUbcda1632486480SE +/- 0.66, N = 354.2759.8564.4970.67MIN: 41.5 / MAX: 76.91MIN: 38.72 / MAX: 88.18MIN: 38.54 / MAX: 95.62MIN: 37.93 / MAX: 98.931. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPUbcda1632486480SE +/- 0.53, N = 373.6766.7962.0056.571. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPUbcda1326395265SE +/- 0.49, N = 343.8148.6053.6258.55MIN: 25.09 / MAX: 61.32MIN: 26.94 / MAX: 78.16MIN: 28.05 / MAX: 81.46MIN: 27.79 / MAX: 82.121. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPUbcda20406080100SE +/- 0.57, N = 391.2682.2574.5668.291. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPUbcda48121620SE +/- 0.12, N = 311.8212.9614.3615.70MIN: 5.82 / MAX: 24.22MIN: 5.81 / MAX: 33.57MIN: 6.26 / MAX: 34.47MIN: 5.43 / MAX: 35.471. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPUbcda70140210280350SE +/- 2.00, N = 3338.00308.14278.23254.451. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUbcda0.41850.8371.25551.6742.0925SE +/- 0.01, N = 31.511.601.741.86MIN: 0.71 / MAX: 21.3MIN: 0.7 / MAX: 20.69MIN: 0.69 / MAX: 20.5MIN: 0.69 / MAX: 23.441. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUbcda6001200180024003000SE +/- 15.37, N = 32626.652477.582278.792134.621. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUbcda0.46130.92261.38391.84522.3065SE +/- 0.02, N = 31.541.771.922.05MIN: 0.8 / MAX: 16.82MIN: 0.79 / MAX: 22.32MIN: 0.78 / MAX: 20.31MIN: 0.77 / MAX: 22.181. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUbcda6001200180024003000SE +/- 15.95, N = 32567.602231.662059.971933.431. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

24 Results Shown

OpenVINO:
  Face Detection FP16 - CPU:
    ms
    FPS
  Person Detection FP32 - CPU:
    ms
    FPS
  Person Detection FP16 - CPU:
    ms
    FPS
  Face Detection FP16-INT8 - CPU:
    ms
    FPS
  Machine Translation EN To DE FP16 - CPU:
    ms
    FPS
  Person Vehicle Bike Detection FP16 - CPU:
    ms
    FPS
  Vehicle Detection FP16-INT8 - CPU:
    ms
    FPS
  Vehicle Detection FP16 - CPU:
    ms
    FPS
  Weld Porosity Detection FP16 - CPU:
    ms
    FPS
  Weld Porosity Detection FP16-INT8 - CPU:
    ms
    FPS
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU:
    ms
    FPS
  Age Gender Recognition Retail 0013 FP16 - CPU:
    ms
    FPS