openvino-1.4.0-amx

Intel Xeon w9-3495X testing with a ASUS Pro WS W790E-SAGE SE (0705 BIOS) and llvmpipe 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 2311114-NE-2311110NE81
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AVX512_CORE_AMX
November 11 2023
  1 Hour, 45 Minutes
AVX512_CORE
November 12 2023
  1 Hour, 45 Minutes
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openvino-1.4.0-amxOpenBenchmarking.orgPhoronix Test SuiteIntel Xeon w9-3495X @ 4.80GHz (56 Cores / 112 Threads)ASUS Pro WS W790E-SAGE SE (0705 BIOS)Intel Device 7aa78 x 32 GB DDR5-4812MT/s Hynix HMCG88AEBRA115N6401GB Micron_9300_MTFDHAL6T4TDR + 0GB Virtual HDisk06401GB Micron_9300_MTFDHAL6T4TDR + 4097GB Lexar SSD ARES 4TB + 0GB Virtual HDisk0llvmpipe (210/405MHz)Realtek ALC12202 x Intel X710 for 10GBASE-TUbuntu 22.046.3.0-060300-generic (x86_64)GNOME Shell 42.9X Server 1.21.1.4NVIDIA 535.129.034.5 Mesa 23.0.4-0ubuntu1~22.04.1 (LLVM 15.0.7 256 bits)OpenCL 3.0 CUDA 12.2.1471.3.242GCC 11.4.0 + CUDA 12.1ext41920x1200ProcessorMotherboardChipsetMemoryDisksGraphicsAudioNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionOpenvino-1.4.0-amx 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-XeT9lY/gcc-11-11.4.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-XeT9lY/gcc-11-11.4.0/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: performance) - CPU Microcode: 0x2b0004b1 - Python 3.10.12- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + 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 / Automatic IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected

AVX512_CORE_AMX vs. AVX512_CORE ComparisonPhoronix Test SuiteBaseline+160.2%+160.2%+320.4%+320.4%+480.6%+480.6%159.5%111%29.6%11.7%11.5%5.2%4.1%W.P.D.F - CPU640.8%W.P.D.F - CPU639.3%F.D.F - CPU529.2%F.D.F - CPU526.7%V.D.F.I - CPUA.G.R.R.0.F - CPU159.3%A.G.R.R.0.F - CPU152.7%P.V.B.D.F - CPU130.1%P.D.F - CPU120.4%P.D.F - CPU120.3%P.D.F - CPU117.7%P.D.F - CPU117.7%R.S.A.F.I - CPUF.D.R.F - CPU109.6%W.P.D.F.I - CPU106%W.P.D.F.I - CPU105.4%F.D.F.I - CPU92.3%H.E.R.F - CPU89.2%H.E.R.F - CPU89.1%V.D.F - CPU78.6%V.D.F - CPU78.4%R.S.A.F - CPU49.4%R.S.A.F - CPU49.3%H.E.R.F.I - CPU40.4%H.E.R.F.I - CPU40.4%A.G.R.R.0.F.I - CPU31.8%A.G.R.R.0.F.I - CPU30.2%V.D.F.I - CPUP.V.B.D.F - CPU15.1%F.D.R.F.I - CPUF.D.R.F.I - CPUR.S.A.F.I - CPUF.D.R.F - CPU5%F.D.F.I - CPUOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOAVX512_CORE_AMXAVX512_CORE

openvino-1.4.0-amxopenvino: Face Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP32 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Face Detection Retail FP16 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Handwritten English Recognition FP16 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Face Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP32 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Face Detection Retail FP16 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Handwritten English Recognition FP16 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUAVX512_CORE_AMXAVX512_CORE77.14165.6591906.18108977.14289.57289.8917523.909417.383234.971921.783661.126610.9610083.571597.471244.36807.461129.41362.17337.490.540.4496.6296.523.185.9317.2814.5415.278.455.5435.0344.9734.6249.5212.2686.1636370.4683670.38131.41133.148530.811273.784193.971077.281591.033153.6911238.54844.59886.14540.691187.752269.70324.211.40.58212.82210.106.5543.936.6625.9717.588.874.9666.2663.1551.7323.47OpenBenchmarking.org

CPU Temperature Monitor

OpenBenchmarking.orgCelsiusCPU Temperature MonitorPhoronix Test Suite System MonitoringAVX512_CORE_AMXAVX512_CORE1632486480Min: 36 / Avg: 68.03 / Max: 78Min: 36 / Avg: 69.48 / Max: 85

CPU Peak Freq (Highest CPU Core Frequency) Monitor

OpenBenchmarking.orgMegahertzCPU Peak Freq (Highest CPU Core Frequency) MonitorPhoronix Test Suite System MonitoringAVX512_CORE_AMXAVX512_CORE8001600240032004000Min: 1900 / Avg: 2523.31 / Max: 4355Min: 1900 / Avg: 2564.64 / Max: 4586

CPU Power Consumption Monitor

OpenBenchmarking.orgWattsCPU Power Consumption MonitorPhoronix Test Suite System MonitoringAVX512_CORE_AMXAVX512_CORE110220330440550Min: 54.4 / Avg: 407.76 / Max: 507.26Min: 48.23 / Avg: 428.13 / Max: 642.82

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.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection FP16 - Device: CPUAVX512_CORE_AMXAVX512_CORE20406080100SE +/- 0.08, N = 3SE +/- 0.01, N = 377.1412.261. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection FP16 - Device: CPUAVX512_CORE_AMXAVX512_CORE1530456075Min: 76.99 / Avg: 77.14 / Max: 77.27Min: 12.25 / Avg: 12.26 / Max: 12.281. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection FP16-INT8 - Device: CPUAVX512_CORE_AMXAVX512_CORE4080120160200SE +/- 0.07, N = 3SE +/- 0.43, N = 3165.6586.161. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection FP16-INT8 - Device: CPUAVX512_CORE_AMXAVX512_CORE306090120150Min: 165.54 / Avg: 165.65 / Max: 165.78Min: 85.72 / Avg: 86.16 / Max: 87.011. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16 - Device: CPUAVX512_CORE_AMXAVX512_CORE20K40K60K80K100KSE +/- 56.21, N = 3SE +/- 31.52, N = 391906.1836370.461. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16 - Device: CPUAVX512_CORE_AMXAVX512_CORE16K32K48K64K80KMin: 91824.27 / Avg: 91906.18 / Max: 92013.81Min: 36315.23 / Avg: 36370.46 / Max: 36424.381. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUAVX512_CORE_AMXAVX512_CORE20K40K60K80K100KSE +/- 222.39, N = 3SE +/- 99.28, N = 3108977.1483670.381. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUAVX512_CORE_AMXAVX512_CORE20K40K60K80K100KMin: 108645.2 / Avg: 108977.14 / Max: 109399.5Min: 83473.09 / Avg: 83670.38 / Max: 83788.471. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Person Detection FP16 - Device: CPUAVX512_CORE_AMXAVX512_CORE60120180240300SE +/- 0.19, N = 3SE +/- 0.03, N = 3289.57131.411. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Person Detection FP16 - Device: CPUAVX512_CORE_AMXAVX512_CORE50100150200250Min: 289.19 / Avg: 289.57 / Max: 289.83Min: 131.36 / Avg: 131.41 / Max: 131.461. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Person Detection FP32 - Device: CPUAVX512_CORE_AMXAVX512_CORE60120180240300SE +/- 0.35, N = 3SE +/- 1.70, N = 3289.89133.141. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Person Detection FP32 - Device: CPUAVX512_CORE_AMXAVX512_CORE50100150200250Min: 289.39 / Avg: 289.89 / Max: 290.55Min: 131.42 / Avg: 133.14 / Max: 136.551. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Weld Porosity Detection FP16-INT8 - Device: CPUAVX512_CORE_AMXAVX512_CORE4K8K12K16K20KSE +/- 19.41, N = 3SE +/- 120.35, N = 317523.908530.811. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Weld Porosity Detection FP16-INT8 - Device: CPUAVX512_CORE_AMXAVX512_CORE3K6K9K12K15KMin: 17485.88 / Avg: 17523.9 / Max: 17549.69Min: 8341.06 / Avg: 8530.81 / Max: 8753.951. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Weld Porosity Detection FP16 - Device: CPUAVX512_CORE_AMXAVX512_CORE2K4K6K8K10KSE +/- 1.68, N = 3SE +/- 0.25, N = 39417.381273.781. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Weld Porosity Detection FP16 - Device: CPUAVX512_CORE_AMXAVX512_CORE16003200480064008000Min: 9414.69 / Avg: 9417.38 / Max: 9420.48Min: 1273.34 / Avg: 1273.78 / Max: 1274.21. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUAVX512_CORE_AMXAVX512_CORE9001800270036004500SE +/- 4.47, N = 3SE +/- 56.25, N = 33234.974193.971. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUAVX512_CORE_AMXAVX512_CORE7001400210028003500Min: 3226.15 / Avg: 3234.97 / Max: 3240.68Min: 4095.33 / Avg: 4193.97 / Max: 4290.151. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16 - Device: CPUAVX512_CORE_AMXAVX512_CORE400800120016002000SE +/- 0.57, N = 3SE +/- 0.86, N = 31921.781077.281. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16 - Device: CPUAVX512_CORE_AMXAVX512_CORE30060090012001500Min: 1920.66 / Avg: 1921.78 / Max: 1922.55Min: 1075.65 / Avg: 1077.28 / Max: 1078.561. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPUAVX512_CORE_AMXAVX512_CORE8001600240032004000SE +/- 7.35, N = 3SE +/- 0.66, N = 33661.121591.031. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPUAVX512_CORE_AMXAVX512_CORE6001200180024003000Min: 3646.68 / Avg: 3661.12 / Max: 3670.73Min: 1589.78 / Avg: 1591.03 / Max: 1592.051. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

Model: Machine Translation EN To DE FP16 - Device: CPU

AVX512_CORE_AMX: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status.

AVX512_CORE: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status.

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16 - Device: CPUAVX512_CORE_AMXAVX512_CORE14002800420056007000SE +/- 6.91, N = 3SE +/- 3.93, N = 36610.963153.691. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16 - Device: CPUAVX512_CORE_AMXAVX512_CORE11002200330044005500Min: 6602.02 / Avg: 6610.96 / Max: 6624.56Min: 3149.08 / Avg: 3153.69 / Max: 3161.521. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16-INT8 - Device: CPUAVX512_CORE_AMXAVX512_CORE2K4K6K8K10KSE +/- 4.26, N = 3SE +/- 15.03, N = 310083.5711238.541. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16-INT8 - Device: CPUAVX512_CORE_AMXAVX512_CORE2K4K6K8K10KMin: 10079.21 / Avg: 10083.57 / Max: 10092.09Min: 11215.29 / Avg: 11238.54 / Max: 11266.671. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16 - Device: CPUAVX512_CORE_AMXAVX512_CORE30060090012001500SE +/- 2.41, N = 3SE +/- 0.11, N = 31597.47844.591. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16 - Device: CPUAVX512_CORE_AMXAVX512_CORE30060090012001500Min: 1593.42 / Avg: 1597.47 / Max: 1601.75Min: 844.46 / Avg: 844.59 / Max: 844.811. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16-INT8 - Device: CPUAVX512_CORE_AMXAVX512_CORE30060090012001500SE +/- 1.40, N = 3SE +/- 3.11, N = 31244.36886.141. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16-INT8 - Device: CPUAVX512_CORE_AMXAVX512_CORE2004006008001000Min: 1242.17 / Avg: 1244.36 / Max: 1246.98Min: 880 / Avg: 886.14 / Max: 890.011. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Road Segmentation ADAS FP16 - Device: CPUAVX512_CORE_AMXAVX512_CORE2004006008001000SE +/- 0.30, N = 3SE +/- 0.17, N = 3807.46540.691. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Road Segmentation ADAS FP16 - Device: CPUAVX512_CORE_AMXAVX512_CORE140280420560700Min: 807.05 / Avg: 807.46 / Max: 808.05Min: 540.36 / Avg: 540.69 / Max: 540.871. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Road Segmentation ADAS FP16-INT8 - Device: CPUAVX512_CORE_AMXAVX512_CORE30060090012001500SE +/- 1.67, N = 3SE +/- 0.84, N = 31129.411187.751. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Road Segmentation ADAS FP16-INT8 - Device: CPUAVX512_CORE_AMXAVX512_CORE2004006008001000Min: 1126.84 / Avg: 1129.41 / Max: 1132.53Min: 1186.08 / Avg: 1187.75 / Max: 1188.741. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

MinAvgMaxAVX512_CORE_AMX190026794330AVX512_CORE190026614300OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) Monitor11002200330044005500

MinAvgMaxAVX512_CORE_AMX190026684305AVX512_CORE190025734300OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) Monitor11002200330044005500

MinAvgMaxAVX512_CORE_AMX190023914326AVX512_CORE190025374258OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) Monitor11002200330044005500

MinAvgMaxAVX512_CORE_AMX190023754300AVX512_CORE190025694426OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) Monitor11002200330044005500

MinAvgMaxAVX512_CORE_AMX190026914355AVX512_CORE190026644385OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) Monitor11002200330044005500

MinAvgMaxAVX512_CORE_AMX190026824200AVX512_CORE190026504586OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) Monitor12002400360048006000

MinAvgMaxAVX512_CORE_AMX190023014198AVX512_CORE190024903475OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) Monitor11002200330044005500

MinAvgMaxAVX512_CORE_AMX190024054119AVX512_CORE190025204200OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) Monitor11002200330044005500

MinAvgMaxAVX512_CORE_AMX190025014200AVX512_CORE190025552909OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) Monitor11002200330044005500

MinAvgMaxAVX512_CORE_AMX190025433789AVX512_CORE190025624171OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) Monitor11002200330044005500

MinAvgMaxAVX512_CORE_AMX190024604300AVX512_CORE190026004363OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) Monitor11002200330044005500

MinAvgMaxAVX512_CORE_AMX190023973397AVX512_CORE190024882901OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) Monitor8001600240032004000

MinAvgMaxAVX512_CORE_AMX190023763703AVX512_CORE190027544298OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) Monitor11002200330044005500

MinAvgMaxAVX512_CORE_AMX190026104200AVX512_CORE190025223189OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) Monitor11002200330044005500

MinAvgMaxAVX512_CORE_AMX190027433382AVX512_CORE190027452900OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) Monitor8001600240032004000

MinAvgMaxAVX512_CORE_AMX190026944232AVX512_CORE190025694200OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) Monitor11002200330044005500

MinAvgMaxAVX512_CORE_AMX190026704300AVX512_CORE190026384222OpenBenchmarking.orgMegahertz, More Is BetterOpenVINO 2023.2.devCPU Peak Freq (Highest CPU Core Frequency) Monitor11002200330044005500

MinAvgMaxAVX512_CORE_AMX36.065.971.0AVX512_CORE37.065.873.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature Monitor20406080100

MinAvgMaxAVX512_CORE_AMX42.068.874.0AVX512_CORE44.079.284.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature Monitor20406080100

MinAvgMaxAVX512_CORE_AMX44.067.570.0AVX512_CORE45.069.474.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature Monitor20406080100

MinAvgMaxAVX512_CORE_AMX41.065.470.0AVX512_CORE44.069.273.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature Monitor20406080100

MinAvgMaxAVX512_CORE_AMX43.069.073.0AVX512_CORE42.067.773.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature Monitor20406080100

MinAvgMaxAVX512_CORE_AMX43.069.975.0AVX512_CORE46.068.872.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature Monitor20406080100

MinAvgMaxAVX512_CORE_AMX44.068.071.0AVX512_CORE44.079.885.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature Monitor20406080100

MinAvgMaxAVX512_CORE_AMX40.067.673.0AVX512_CORE47.071.075.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature Monitor20406080100

MinAvgMaxAVX512_CORE_AMX42.071.776.0AVX512_CORE42.079.284.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature Monitor20406080100

MinAvgMaxAVX512_CORE_AMX41.071.778.0AVX512_CORE48.073.277.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature Monitor20406080100

MinAvgMaxAVX512_CORE_AMX44.070.775.0AVX512_CORE44.066.571.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature Monitor20406080100

MinAvgMaxAVX512_CORE_AMX39.071.478.0AVX512_CORE42.069.373.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature Monitor20406080100

MinAvgMaxAVX512_CORE_AMX44.071.375.0AVX512_CORE42.075.681.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature Monitor20406080100

MinAvgMaxAVX512_CORE_AMX41.069.675.0AVX512_CORE44.068.172.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature Monitor20406080100

MinAvgMaxAVX512_CORE_AMX44.069.974.0AVX512_CORE40.067.673.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature Monitor20406080100

MinAvgMaxAVX512_CORE_AMX41.072.178.0AVX512_CORE42.068.973.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature Monitor20406080100

MinAvgMaxAVX512_CORE_AMX45.071.175.0AVX512_CORE39.067.671.0OpenBenchmarking.orgCelsius, Fewer Is BetterOpenVINO 2023.2.devCPU Temperature Monitor20406080100

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection FP16 - Device: CPUAVX512_CORE_AMXAVX512_CORE5001000150020002500SE +/- 0.35, N = 3SE +/- 0.78, N = 3362.172269.70MIN: 125.7 / MAX: 443.52MIN: 1653.74 / MAX: 2733.951. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection FP16 - Device: CPUAVX512_CORE_AMXAVX512_CORE400800120016002000Min: 361.6 / Avg: 362.17 / Max: 362.81Min: 2268.56 / Avg: 2269.7 / Max: 2271.191. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection FP16-INT8 - Device: CPUAVX512_CORE_AMXAVX512_CORE70140210280350SE +/- 0.16, N = 3SE +/- 1.55, N = 3337.49324.21MIN: 123.15 / MAX: 428.33MIN: 173.46 / MAX: 419.381. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection FP16-INT8 - Device: CPUAVX512_CORE_AMXAVX512_CORE60120180240300Min: 337.19 / Avg: 337.49 / Max: 337.73Min: 321.12 / Avg: 324.21 / Max: 325.811. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16 - Device: CPUAVX512_CORE_AMXAVX512_CORE0.3150.630.9451.261.575SE +/- 0.00, N = 3SE +/- 0.00, N = 30.541.40MIN: 0.24 / MAX: 55.37MIN: 0.74 / MAX: 52.711. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16 - Device: CPUAVX512_CORE_AMXAVX512_CORE246810Min: 0.54 / Avg: 0.54 / Max: 0.54Min: 1.4 / Avg: 1.4 / Max: 1.41. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUAVX512_CORE_AMXAVX512_CORE0.13050.2610.39150.5220.6525SE +/- 0.00, N = 3SE +/- 0.00, N = 30.440.58MIN: 0.22 / MAX: 54.33MIN: 0.31 / MAX: 50.671. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUAVX512_CORE_AMXAVX512_CORE246810Min: 0.43 / Avg: 0.44 / Max: 0.44Min: 0.58 / Avg: 0.58 / Max: 0.581. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Person Detection FP16 - Device: CPUAVX512_CORE_AMXAVX512_CORE50100150200250SE +/- 0.07, N = 3SE +/- 0.06, N = 396.62212.82MIN: 31.84 / MAX: 190MIN: 114.27 / MAX: 308.211. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Person Detection FP16 - Device: CPUAVX512_CORE_AMXAVX512_CORE4080120160200Min: 96.53 / Avg: 96.62 / Max: 96.75Min: 212.74 / Avg: 212.82 / Max: 212.931. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Person Detection FP32 - Device: CPUAVX512_CORE_AMXAVX512_CORE50100150200250SE +/- 0.11, N = 3SE +/- 2.67, N = 396.52210.10MIN: 34.11 / MAX: 190.76MIN: 115.17 / MAX: 637.541. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Person Detection FP32 - Device: CPUAVX512_CORE_AMXAVX512_CORE4080120160200Min: 96.3 / Avg: 96.52 / Max: 96.68Min: 204.77 / Avg: 210.1 / Max: 212.791. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Weld Porosity Detection FP16-INT8 - Device: CPUAVX512_CORE_AMXAVX512_CORE246810SE +/- 0.00, N = 3SE +/- 0.09, N = 33.186.55MIN: 1.4 / MAX: 68.79MIN: 3.46 / MAX: 460.841. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Weld Porosity Detection FP16-INT8 - Device: CPUAVX512_CORE_AMXAVX512_CORE3691215Min: 3.17 / Avg: 3.18 / Max: 3.18Min: 6.38 / Avg: 6.55 / Max: 6.691. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Weld Porosity Detection FP16 - Device: CPUAVX512_CORE_AMXAVX512_CORE1020304050SE +/- 0.00, N = 3SE +/- 0.01, N = 35.9343.93MIN: 2.16 / MAX: 72.84MIN: 22.22 / MAX: 112.861. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Weld Porosity Detection FP16 - Device: CPUAVX512_CORE_AMXAVX512_CORE918273645Min: 5.93 / Avg: 5.93 / Max: 5.93Min: 43.92 / Avg: 43.93 / Max: 43.951. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUAVX512_CORE_AMXAVX512_CORE48121620SE +/- 0.02, N = 3SE +/- 0.09, N = 317.286.66MIN: 8.29 / MAX: 106.97MIN: 3.76 / MAX: 73.821. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUAVX512_CORE_AMXAVX512_CORE48121620Min: 17.25 / Avg: 17.28 / Max: 17.33Min: 6.51 / Avg: 6.66 / Max: 6.821. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16 - Device: CPUAVX512_CORE_AMXAVX512_CORE612182430SE +/- 0.01, N = 3SE +/- 0.02, N = 314.5425.97MIN: 6.89 / MAX: 93.43MIN: 14.87 / MAX: 84.671. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16 - Device: CPUAVX512_CORE_AMXAVX512_CORE612182430Min: 14.53 / Avg: 14.54 / Max: 14.55Min: 25.94 / Avg: 25.97 / Max: 26.011. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPUAVX512_CORE_AMXAVX512_CORE48121620SE +/- 0.03, N = 3SE +/- 0.01, N = 315.2717.58MIN: 8.47 / MAX: 83.39MIN: 11.53 / MAX: 73.391. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPUAVX512_CORE_AMXAVX512_CORE48121620Min: 15.23 / Avg: 15.27 / Max: 15.33Min: 17.57 / Avg: 17.58 / Max: 17.61. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16 - Device: CPUAVX512_CORE_AMXAVX512_CORE246810SE +/- 0.01, N = 3SE +/- 0.01, N = 38.458.87MIN: 4.69 / MAX: 315.08MIN: 4.92 / MAX: 63.241. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16 - Device: CPUAVX512_CORE_AMXAVX512_CORE3691215Min: 8.43 / Avg: 8.45 / Max: 8.46Min: 8.85 / Avg: 8.87 / Max: 8.881. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16-INT8 - Device: CPUAVX512_CORE_AMXAVX512_CORE1.24652.4933.73954.9866.2325SE +/- 0.00, N = 3SE +/- 0.01, N = 35.544.96MIN: 3.48 / MAX: 64.43MIN: 2.8 / MAX: 86.651. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16-INT8 - Device: CPUAVX512_CORE_AMXAVX512_CORE246810Min: 5.54 / Avg: 5.54 / Max: 5.54Min: 4.95 / Avg: 4.96 / Max: 4.971. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16 - Device: CPUAVX512_CORE_AMXAVX512_CORE1530456075SE +/- 0.05, N = 3SE +/- 0.01, N = 335.0366.26MIN: 20.47 / MAX: 91.06MIN: 40.67 / MAX: 120.741. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16 - Device: CPUAVX512_CORE_AMXAVX512_CORE1326395265Min: 34.94 / Avg: 35.03 / Max: 35.12Min: 66.24 / Avg: 66.26 / Max: 66.271. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16-INT8 - Device: CPUAVX512_CORE_AMXAVX512_CORE1428425670SE +/- 0.05, N = 3SE +/- 0.22, N = 344.9763.15MIN: 27.58 / MAX: 116.58MIN: 48.78 / MAX: 123.421. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16-INT8 - Device: CPUAVX512_CORE_AMXAVX512_CORE1224364860Min: 44.87 / Avg: 44.97 / Max: 45.05Min: 62.88 / Avg: 63.15 / Max: 63.591. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Road Segmentation ADAS FP16 - Device: CPUAVX512_CORE_AMXAVX512_CORE1224364860SE +/- 0.01, N = 3SE +/- 0.02, N = 334.6251.73MIN: 18.6 / MAX: 100.86MIN: 27.75 / MAX: 106.931. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Road Segmentation ADAS FP16 - Device: CPUAVX512_CORE_AMXAVX512_CORE1020304050Min: 34.59 / Avg: 34.62 / Max: 34.63Min: 51.71 / Avg: 51.73 / Max: 51.761. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Road Segmentation ADAS FP16-INT8 - Device: CPUAVX512_CORE_AMXAVX512_CORE1122334455SE +/- 0.07, N = 3SE +/- 0.01, N = 349.5223.47MIN: 25.16 / MAX: 117.59MIN: 13.03 / MAX: 80.041. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Road Segmentation ADAS FP16-INT8 - Device: CPUAVX512_CORE_AMXAVX512_CORE1020304050Min: 49.39 / Avg: 49.52 / Max: 49.63Min: 23.46 / Avg: 23.47 / Max: 23.51. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie

71 Results Shown

CPU Temperature Monitor:
  Phoronix Test Suite System Monitoring:
    Celsius
    Megahertz
    Watts
OpenVINO:
  Face Detection FP16 - CPU
  Face Detection FP16-INT8 - CPU
  Age Gender Recognition Retail 0013 FP16 - CPU
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU
  Person Detection FP16 - CPU
  Person Detection FP32 - CPU
  Weld Porosity Detection FP16-INT8 - CPU
  Weld Porosity Detection FP16 - CPU
  Vehicle Detection FP16-INT8 - CPU
  Vehicle Detection FP16 - CPU
  Person Vehicle Bike Detection FP16 - CPU
  Face Detection Retail FP16 - CPU
  Face Detection Retail FP16-INT8 - CPU
  Handwritten English Recognition FP16 - CPU
  Handwritten English Recognition FP16-INT8 - CPU
  Road Segmentation ADAS FP16 - CPU
  Road Segmentation ADAS FP16-INT8 - CPU
OpenVINO:
  CPU Peak Freq (Highest CPU Core Frequency) Monitor:
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
    Megahertz
  CPU Temp Monitor:
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
    Celsius
OpenVINO:
  Face Detection FP16 - CPU
  Face Detection FP16-INT8 - CPU
  Age Gender Recognition Retail 0013 FP16 - CPU
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU
  Person Detection FP16 - CPU
  Person Detection FP32 - CPU
  Weld Porosity Detection FP16-INT8 - CPU
  Weld Porosity Detection FP16 - CPU
  Vehicle Detection FP16-INT8 - CPU
  Vehicle Detection FP16 - CPU
  Person Vehicle Bike Detection FP16 - CPU
  Face Detection Retail FP16 - CPU
  Face Detection Retail FP16-INT8 - CPU
  Handwritten English Recognition FP16 - CPU
  Handwritten English Recognition FP16-INT8 - CPU
  Road Segmentation ADAS FP16 - CPU
  Road Segmentation ADAS FP16-INT8 - CPU