openvino nvidia grace

ARMv8 Neoverse-V2 testing with a Pegatron JIMBO P4352 (00022432 BIOS) and ASPEED on Ubuntu 24.04 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 2411240-NE-OPENVINON15
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November 24
  3 Hours, 33 Minutes
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November 24
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openvino nvidia graceOpenBenchmarking.orgPhoronix Test SuiteARMv8 Neoverse-V2 @ 3.47GHz (72 Cores)Pegatron JIMBO P4352 (00022432 BIOS)1 x 480GB LPDDR5-6400MT/s NVIDIA 699-2G530-0236-RC11000GB CT1000T700SSD3ASPEED2 x Intel X550Ubuntu 24.046.8.0-49-generic-64k (aarch64)GCC 13.2.0 + Clang 18.1.3 + CUDA 11.8ext41920x1200ProcessorMotherboardMemoryDiskGraphicsNetworkOSKernelCompilerFile-SystemScreen ResolutionOpenvino Nvidia Grace BenchmarksSystem Logs- Transparent Huge Pages: madvise- --build=aarch64-linux-gnu --disable-libquadmath --disable-libquadmath-support --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-fix-cortex-a53-843419 --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-backtrace --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-dIwDw0/gcc-13-13.2.0/debian/tmp-nvptx/usr --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-linux-gnu --program-prefix=aarch64-linux-gnu- --target=aarch64-linux-gnu --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-target-system-zlib=auto --without-cuda-driver -v - Scaling Governor: cppc_cpufreq ondemand (Boost: Disabled)- Python 3.12.6- gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Not affected + srbds: Not affected + tsx_async_abort: Not affected

abcdResult OverviewPhoronix Test Suite100%109%117%126%135%OpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINO GenAIOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINO GenAIOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINO GenAIOpenVINOOpenVINOOpenVINO GenAIOpenVINOOpenVINOOpenVINOOpenVINO GenAIOpenVINO GenAIOpenVINO GenAIOpenVINO GenAIOpenVINO GenAIOpenVINO GenAIOpenVINO GenAIOpenVINO GenAIM.T.E.T.D.F - CPUM.T.E.T.D.F - CPUV.D.F - CPUV.D.F - CPUH.E.R.F - CPUH.E.R.F - CPUF.D.R.F.I - CPUF.D.R.F.I - CPUTinyLlama-1.1B-Chat-v1.0 - CPUN.S.P.L.F - CPUN.S.P.L.F - CPUR.S.A.F - CPUR.S.A.F - CPUW.P.D.F.I - CPUW.P.D.F.I - CPUP.D.F - CPUF.D.F - CPUP.D.F - CPUV.D.F.I - CPUA.G.R.R.0.F.I - CPUA.G.R.R.0.F.I - CPUF.D.F - CPUV.D.F.I - CPUH.E.R.F.I - CPUGemma-7b-int4-ov - CPUP.R.I.R.F - CPUP.R.I.R.F - CPUH.E.R.F.I - CPUP.D.F - CPUW.P.D.F - CPUP.D.F - CPUW.P.D.F - CPUF.D.F.I - CPUR.S.A.F.I - CPUF.D.R.F - CPUF.D.F.I - CPUF.D.R.F - CPUFalcon-7b-instruct-int4-ov - CPUA.G.R.R.0.F - CPUA.G.R.R.0.F - CPUPhi-3-mini-128k-instruct-int4-ov - CPUR.S.A.F.I - CPUP.V.B.D.F - CPUP.V.B.D.F - CPUGemma-7b-int4-ov - CPU - T.P.O.TGemma-7b-int4-ov - CPU - T.T.F.TFalcon-7b-instruct-int4-ov - CPU - T.P.O.TFalcon-7b-instruct-int4-ov - CPU - T.T.F.TPhi-3-mini-128k-instruct-int4-ov - CPU - T.P.O.TPhi-3-mini-128k-instruct-int4-ov - CPU - T.T.F.TTinyLlama-1.1B-Chat-v1.0 - CPU - T.P.O.TTinyLlama-1.1B-Chat-v1.0 - CPU - T.T.F.T

openvino nvidia graceopenvino-genai: Gemma-7b-int4-ov - CPU - Time Per Output Tokenopenvino-genai: Gemma-7b-int4-ov - CPU - Time To First Tokenopenvino-genai: Gemma-7b-int4-ov - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino-genai: Falcon-7b-instruct-int4-ov - CPU - Time Per Output Tokenopenvino-genai: Falcon-7b-instruct-int4-ov - CPU - Time To First Tokenopenvino-genai: Falcon-7b-instruct-int4-ov - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16 - CPUopenvino: Face Detection FP16 - CPUopenvino-genai: Phi-3-mini-128k-instruct-int4-ov - CPU - Time Per Output Tokenopenvino-genai: Phi-3-mini-128k-instruct-int4-ov - CPU - Time To First Tokenopenvino-genai: Phi-3-mini-128k-instruct-int4-ov - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Handwritten English Recognition FP16 - CPUopenvino: Handwritten English Recognition FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP32 - CPUopenvino: Person Detection FP32 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Noise Suppression Poconet-Like FP16 - CPUopenvino: Noise Suppression Poconet-Like FP16 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Road Segmentation ADAS FP16 - CPUopenvino: Road Segmentation ADAS FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Person Re-Identification Retail FP16 - CPUopenvino: Person Re-Identification Retail FP16 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Face Detection Retail FP16 - CPUopenvino: Face Detection Retail FP16 - 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 - CPUopenvino-genai: TinyLlama-1.1B-Chat-v1.0 - CPU - Time Per Output Tokenopenvino-genai: TinyLlama-1.1B-Chat-v1.0 - CPU - Time To First Tokenopenvino-genai: TinyLlama-1.1B-Chat-v1.0 - CPUabcd82.7695.0312.09319.4656.5760.2971.8816.5912201.721.4311430.971.5246.4059.8121.5573.79243.74302.9459.292411.487.412395.807.451390.9712.8161.68291.6069.04260.47373.2248.08146.01123.10758.8023.67241.6874.32220.2881.55286.0762.80243.9973.61121.10148.4148.75368.6349.14365.7318.1927.9054.9983.8395.9511.93347.4751.7160.3672.1716.5712086.331.4411436.51.5246.5959.5121.4672.71247.34308.9658.092437.97.342378.337.51396.3812.8183.15216.2871.18252.67371.0448.33146.14122.96765.1423.46241.4374.42219.2481.93286.8862.64244.9973.3121.73147.6549.06366.3649.15365.718.228.0354.9383.6395.8411.96306.8958.5560.5572.416.5212178.491.4411238.091.5546.4159.5921.5576.62234.69312.4357.52385.097.482391.027.461394.9512.7761.84290.5770.37255.62377.9647.52146.21122.93753.9323.81240.7474.63219.6881.75285.4662.93246.9272.75121.41148.0248.18372.9948.86367.7818.4628.1754.1683.7195.6811.95347.451.7360.6771.8916.4812191.221.4311360.461.5346.3659.621.5773.31245.24280.2164.042410.597.42406.827.411385.2212.8365.67273.7770.34255.69375.4447.81145.61123.43774.0823.18235.8476.19217.5582.5728363.41244.3873.48120.88148.6648.9367.5549.03366.5118.7927.9653.22OpenBenchmarking.org

OpenVINO GenAI

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO GenAI 2024.5Model: Gemma-7b-int4-ov - Device: CPU - Time Per Output Tokenacdb20406080100SE +/- 0.90, N = 382.7683.6383.7183.83

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO GenAI 2024.5Model: Gemma-7b-int4-ov - Device: CPU - Time To First Tokenadcb20406080100SE +/- 0.71, N = 395.0395.6895.8495.95

OpenBenchmarking.orgtokens/s, More Is BetterOpenVINO GenAI 2024.5Model: Gemma-7b-int4-ov - Device: CPUacdb3691215SE +/- 0.13, N = 312.0911.9611.9511.93

OpenVINO

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.5Model: Vehicle Detection FP16 - Device: CPUcadb80160240320400SE +/- 7.20, N = 12306.89319.46347.40347.47MIN: 27.01 / MAX: 564.14MIN: 12.87 / MAX: 660.92MIN: 55.22 / MAX: 587.24MIN: 9.85 / MAX: 544.661. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.5Model: Vehicle Detection FP16 - Device: CPUcadb1326395265SE +/- 1.32, N = 1258.5556.5751.7351.711. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenVINO GenAI

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO GenAI 2024.5Model: Falcon-7b-instruct-int4-ov - Device: CPU - Time Per Output Tokenabcd1428425670SE +/- 0.08, N = 360.2960.3660.5560.67

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO GenAI 2024.5Model: Falcon-7b-instruct-int4-ov - Device: CPU - Time To First Tokenadbc1632486480SE +/- 0.12, N = 371.8871.8972.1772.40

OpenBenchmarking.orgtokens/s, More Is BetterOpenVINO GenAI 2024.5Model: Falcon-7b-instruct-int4-ov - Device: CPUabcd48121620SE +/- 0.02, N = 316.5916.5716.5216.48

OpenVINO

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.5Model: Face Detection FP16-INT8 - Device: CPUbcda3K6K9K12K15KSE +/- 27.56, N = 312086.3312178.4912191.2212201.72MIN: 6158.01 / MAX: 21075.66MIN: 5513.62 / MAX: 21855.35MIN: 5960.92 / MAX: 21866.14MIN: 5788.57 / MAX: 22002.021. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.5Model: Face Detection FP16-INT8 - Device: CPUcbda0.3240.6480.9721.2961.62SE +/- 0.00, N = 31.441.441.431.431. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.5Model: Face Detection FP16 - Device: CPUcdab2K4K6K8K10KSE +/- 39.37, N = 311238.0911360.4611430.9711436.50MIN: 5742.34 / MAX: 19334.45MIN: 6102.91 / MAX: 19090.48MIN: 3209.44 / MAX: 19663.24MIN: 3430.48 / MAX: 20189.781. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.5Model: Face Detection FP16 - Device: CPUcdba0.34880.69761.04641.39521.744SE +/- 0.01, N = 31.551.531.521.521. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenVINO GenAI

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO GenAI 2024.5Model: Phi-3-mini-128k-instruct-int4-ov - Device: CPU - Time Per Output Tokendacb1122334455SE +/- 0.09, N = 346.3646.4046.4146.59

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO GenAI 2024.5Model: Phi-3-mini-128k-instruct-int4-ov - Device: CPU - Time To First Tokenbcda1326395265SE +/- 0.15, N = 359.5159.5959.6059.81

OpenBenchmarking.orgtokens/s, More Is BetterOpenVINO GenAI 2024.5Model: Phi-3-mini-128k-instruct-int4-ov - Device: CPUdcab510152025SE +/- 0.04, N = 321.5721.5521.5521.46

OpenVINO

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.5Model: Face Detection Retail FP16-INT8 - Device: CPUbdac20406080100SE +/- 0.89, N = 472.7173.3173.7976.62MIN: 45.7 / MAX: 196.72MIN: 46.02 / MAX: 195.64MIN: 44.4 / MAX: 244.01MIN: 45.48 / MAX: 203.391. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.5Model: Face Detection Retail FP16-INT8 - Device: CPUbdac50100150200250SE +/- 2.87, N = 4247.34245.24243.74234.691. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.5Model: Handwritten English Recognition FP16 - Device: CPUdabc70140210280350SE +/- 3.32, N = 4280.21302.94308.96312.43MIN: 120.84 / MAX: 568.86MIN: 125.62 / MAX: 561.81MIN: 128.04 / MAX: 564.2MIN: 125.63 / MAX: 595.881. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.5Model: Handwritten English Recognition FP16 - Device: CPUdabc1428425670SE +/- 0.65, N = 464.0459.2958.0957.501. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.5Model: Person Detection FP16 - Device: CPUcdab5001000150020002500SE +/- 5.77, N = 32385.092410.592411.482437.90MIN: 815.84 / MAX: 3303.13MIN: 1535.46 / MAX: 3065.84MIN: 763.2 / MAX: 3338.48MIN: 587.9 / MAX: 3435.181. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.5Model: Person Detection FP16 - Device: CPUcadb246810SE +/- 0.02, N = 37.487.417.407.341. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.5Model: Person Detection FP32 - Device: CPUbcad5001000150020002500SE +/- 15.17, N = 32378.332391.022395.802406.82MIN: 553.69 / MAX: 3334.97MIN: 1068.09 / MAX: 3172.91MIN: 514.36 / MAX: 3227.94MIN: 1255.43 / MAX: 3054.491. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.5Model: Person Detection FP32 - Device: CPUbcad246810SE +/- 0.04, N = 37.507.467.457.411. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.5Model: Road Segmentation ADAS FP16-INT8 - Device: CPUdacb30060090012001500SE +/- 3.45, N = 31385.221390.971394.951396.38MIN: 1052.83 / MAX: 2150.8MIN: 1063.67 / MAX: 2197.21MIN: 1054.18 / MAX: 2367.21MIN: 1109.87 / MAX: 2180.031. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.5Model: Road Segmentation ADAS FP16-INT8 - Device: CPUdbac3691215SE +/- 0.04, N = 312.8312.8112.8112.771. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.5Model: Machine Translation EN To DE FP16 - Device: CPUacdb20406080100SE +/- 0.11, N = 361.6861.8465.6783.15MIN: 51.21 / MAX: 547.97MIN: 51.77 / MAX: 255.72MIN: 51.78 / MAX: 491.38MIN: 51.94 / MAX: 546.991. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.5Model: Machine Translation EN To DE FP16 - Device: CPUacdb60120180240300SE +/- 0.56, N = 3291.60290.57273.77216.281. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.5Model: Noise Suppression Poconet-Like FP16 - Device: CPUadcb1632486480SE +/- 0.09, N = 369.0470.3470.3771.18MIN: 47.41 / MAX: 489.69MIN: 49.66 / MAX: 429.38MIN: 61.14 / MAX: 440.12MIN: 49.75 / MAX: 457.81. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.5Model: Noise Suppression Poconet-Like FP16 - Device: CPUadcb60120180240300SE +/- 0.34, N = 3260.47255.69255.62252.671. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.5Model: Vehicle Detection FP16-INT8 - Device: CPUbadc80160240320400SE +/- 0.53, N = 3371.04373.22375.44377.96MIN: 243.96 / MAX: 665.67MIN: 220.53 / MAX: 676.17MIN: 217.44 / MAX: 655.75MIN: 221.69 / MAX: 694.211. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.5Model: Vehicle Detection FP16-INT8 - Device: CPUbadc1122334455SE +/- 0.07, N = 348.3348.0847.8147.521. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.5Model: Person Vehicle Bike Detection FP16 - Device: CPUdabc306090120150SE +/- 0.21, N = 3145.61146.01146.14146.21MIN: 19.49 / MAX: 286MIN: 19.5 / MAX: 360.82MIN: 21.38 / MAX: 302.73MIN: 19.85 / MAX: 278.011. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.5Model: Person Vehicle Bike Detection FP16 - Device: CPUdabc306090120150SE +/- 0.18, N = 3123.43123.10122.96122.931. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.5Model: Road Segmentation ADAS FP16 - Device: CPUcabd170340510680850SE +/- 10.24, N = 3753.93758.80765.14774.08MIN: 204.49 / MAX: 1033.25MIN: 66.48 / MAX: 1151.73MIN: 182.49 / MAX: 1221.24MIN: 188.37 / MAX: 1012.241. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.5Model: Road Segmentation ADAS FP16 - Device: CPUcabd612182430SE +/- 0.32, N = 323.8123.6723.4623.181. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.5Model: Weld Porosity Detection FP16-INT8 - Device: CPUdcba50100150200250SE +/- 0.72, N = 3235.84240.74241.43241.68MIN: 20.26 / MAX: 1010.02MIN: 22.5 / MAX: 1191.14MIN: 20.7 / MAX: 1204.39MIN: 19.65 / MAX: 1162.431. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.5Model: Weld Porosity Detection FP16-INT8 - Device: CPUdcba20406080100SE +/- 0.22, N = 376.1974.6374.4274.321. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.5Model: Person Re-Identification Retail FP16 - Device: CPUdbca50100150200250SE +/- 0.26, N = 3217.55219.24219.68220.28MIN: 7.61 / MAX: 439.28MIN: 7.81 / MAX: 428.59MIN: 7.81 / MAX: 495.32MIN: 7.32 / MAX: 545.951. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.5Model: Person Re-Identification Retail FP16 - Device: CPUdbca20406080100SE +/- 0.09, N = 382.5781.9381.7581.551. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.5Model: Handwritten English Recognition FP16-INT8 - Device: CPUdcab60120180240300SE +/- 1.74, N = 3283.00285.46286.07286.88MIN: 146.7 / MAX: 520.89MIN: 156.24 / MAX: 611.64MIN: 149.3 / MAX: 594.08MIN: 148.33 / MAX: 535.791. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.5Model: Handwritten English Recognition FP16-INT8 - Device: CPUdcab1428425670SE +/- 0.38, N = 363.4162.9362.8062.641. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.5Model: Weld Porosity Detection FP16 - Device: CPUadbc50100150200250SE +/- 1.14, N = 3243.99244.38244.99246.92MIN: 5.42 / MAX: 1283.25MIN: 5.51 / MAX: 1241.97MIN: 5.59 / MAX: 1049.25MIN: 5.21 / MAX: 971.951. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.5Model: Weld Porosity Detection FP16 - Device: CPUadbc1632486480SE +/- 0.36, N = 373.6173.4873.3072.751. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.5Model: Face Detection Retail FP16 - Device: CPUdacb306090120150SE +/- 0.07, N = 3120.88121.10121.41121.73MIN: 4.17 / MAX: 314.74MIN: 3.57 / MAX: 304.56MIN: 3.77 / MAX: 313.66MIN: 4.35 / MAX: 307.931. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.5Model: Face Detection Retail FP16 - Device: CPUdacb306090120150SE +/- 0.09, N = 3148.66148.41148.02147.651. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.5Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUcadb1122334455SE +/- 0.08, N = 348.1848.7548.9049.06MIN: 0.97 / MAX: 515.24MIN: 0.9 / MAX: 633.89MIN: 0.95 / MAX: 611.44MIN: 0.94 / MAX: 610.851. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.5Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUcadb80160240320400SE +/- 0.64, N = 3372.99368.63367.55366.361. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2024.5Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUcdab1122334455SE +/- 0.11, N = 348.8649.0349.1449.15MIN: 0.55 / MAX: 310.19MIN: 0.62 / MAX: 319.49MIN: 0.58 / MAX: 577.11MIN: 0.54 / MAX: 489.681. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2024.5Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUcdab80160240320400SE +/- 0.84, N = 3367.78366.51365.73365.701. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl -lstdc++fs

OpenVINO GenAI

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO GenAI 2024.5Model: TinyLlama-1.1B-Chat-v1.0 - Device: CPU - Time Per Output Tokenabcd510152025SE +/- 0.11, N = 318.1918.2018.4618.79

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO GenAI 2024.5Model: TinyLlama-1.1B-Chat-v1.0 - Device: CPU - Time To First Tokenadbc714212835SE +/- 0.05, N = 327.9027.9628.0328.17

OpenBenchmarking.orgtokens/s, More Is BetterOpenVINO GenAI 2024.5Model: TinyLlama-1.1B-Chat-v1.0 - Device: CPUabcd1224364860SE +/- 0.33, N = 354.9954.9354.1653.22

52 Results Shown

OpenVINO GenAI:
  Gemma-7b-int4-ov - CPU - Time Per Output Token
  Gemma-7b-int4-ov - CPU - Time To First Token
  Gemma-7b-int4-ov - CPU
OpenVINO:
  Vehicle Detection FP16 - CPU:
    ms
    FPS
OpenVINO GenAI:
  Falcon-7b-instruct-int4-ov - CPU - Time Per Output Token
  Falcon-7b-instruct-int4-ov - CPU - Time To First Token
  Falcon-7b-instruct-int4-ov - CPU
OpenVINO:
  Face Detection FP16-INT8 - CPU:
    ms
    FPS
  Face Detection FP16 - CPU:
    ms
    FPS
OpenVINO GenAI:
  Phi-3-mini-128k-instruct-int4-ov - CPU - Time Per Output Token
  Phi-3-mini-128k-instruct-int4-ov - CPU - Time To First Token
  Phi-3-mini-128k-instruct-int4-ov - CPU
OpenVINO:
  Face Detection Retail FP16-INT8 - CPU:
    ms
    FPS
  Handwritten English Recognition FP16 - CPU:
    ms
    FPS
  Person Detection FP16 - CPU:
    ms
    FPS
  Person Detection FP32 - CPU:
    ms
    FPS
  Road Segmentation ADAS FP16-INT8 - CPU:
    ms
    FPS
  Machine Translation EN To DE FP16 - CPU:
    ms
    FPS
  Noise Suppression Poconet-Like FP16 - CPU:
    ms
    FPS
  Vehicle Detection FP16-INT8 - CPU:
    ms
    FPS
  Person Vehicle Bike Detection FP16 - CPU:
    ms
    FPS
  Road Segmentation ADAS FP16 - CPU:
    ms
    FPS
  Weld Porosity Detection FP16-INT8 - CPU:
    ms
    FPS
  Person Re-Identification Retail FP16 - CPU:
    ms
    FPS
  Handwritten English Recognition FP16-INT8 - CPU:
    ms
    FPS
  Weld Porosity Detection FP16 - CPU:
    ms
    FPS
  Face Detection Retail FP16 - CPU:
    ms
    FPS
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU:
    ms
    FPS
  Age Gender Recognition Retail 0013 FP16 - CPU:
    ms
    FPS
OpenVINO GenAI:
  TinyLlama-1.1B-Chat-v1.0 - CPU - Time Per Output Token
  TinyLlama-1.1B-Chat-v1.0 - CPU - Time To First Token
  TinyLlama-1.1B-Chat-v1.0 - CPU