Xeon Scalable Ice Lake P-State Governor

Intel Xeon Platinum 8380 Ice Lake P-State CPU frequency scaling Linux benchmarks by Michael Larabel for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2105267-IB-XEONSCALA38
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  Test
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P-State powersave
May 23 2021
  15 Hours, 42 Minutes
P-State performance
May 24 2021
  11 Hours, 14 Minutes
intel_cpufreq schedutil
May 24 2021
  15 Hours, 54 Minutes
intel_cpufreq performance
May 25 2021
  13 Hours, 43 Minutes
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Xeon Scalable Ice Lake P-State GovernorOpenBenchmarking.orgPhoronix Test Suite2 x Intel Xeon Platinum 8380 @ 3.40GHz (80 Cores / 160 Threads)Intel M50CYP2SB2U (SE5C6200.86B.0022.D08.2103221623 BIOS)Intel Device 099816 x 32 GB DDR4-3200MT/s Hynix HMA84GR7CJR4N-XN800GB INTEL SSDPF21Q800GBASPEED2 x Intel X710 for 10GBASE-T + 2 x Intel E810-C for QSFPUbuntu 21.045.11.0-17-generic (x86_64)GNOME Shell 3.38.4X Server1.0.2GCC 10.3.0ext41024x768ProcessorMotherboardChipsetMemoryDiskGraphicsNetworkOSKernelDesktopDisplay ServerVulkanCompilerFile-SystemScreen ResolutionXeon Scalable Ice Lake P-State Governor BenchmarksSystem Logs- Transparent Huge Pages: madvise- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --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-mutex --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-gcn/usr,hsa --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 - P-State powersave: Scaling Governor: intel_pstate powersave - CPU Microcode: 0xd000270 - P-State performance: Scaling Governor: intel_pstate performance - CPU Microcode: 0xd000270 - intel_cpufreq schedutil: Scaling Governor: intel_cpufreq schedutil - CPU Microcode: 0xd000270 - intel_cpufreq performance: Scaling Governor: intel_cpufreq performance - CPU Microcode: 0xd000270 - Python 3.9.4- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected

P-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performanceResult OverviewPhoronix Test Suite100%148%195%243%290%AOM AV1KvazaarPostgreSQL pgbenchSVT-VP9SVT-HEVCSVT-AV1PJSIPTimed Godot Game Engine CompilationDarmstadt Automotive Parallel Heterogeneous SuiteZstd CompressionArrayFireOpenVKLlibavif avifencTimed Linux Kernel CompilationTimed Node.js CompilationRodiniaTensorFlow LiteNAS Parallel BenchmarksQuantum ESPRESSOEmbreeOSPrayBlenderTimed LLVM CompilationIntel Open Image DenoiseTimed Mesa CompilationOpenFOAMONNX RuntimeHigh Performance Conjugate GradientStockfishGROMACSLAMMPS Molecular Dynamics SimulatorLiquid-DSPXcompact3d Incompact3dRELIONNAMDWRFNWChem

P-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performancePer Watt Result OverviewPhoronix Test Suite100%107%113%120%126%AOM AV1NAS Parallel BenchmarksSVT-HEVCIntel Open Image DenoiseOSPrayZstd CompressionKvazaarOpenVKLSVT-AV1StockfishEmbreeArrayFireDarmstadt Automotive Parallel Heterogeneous SuitePJSIPSVT-VP9ONNX RuntimeLiquid-DSPHigh Performance Conjugate GradientGROMACSLAMMPS Molecular Dynamics SimulatorP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.M

Xeon Scalable Ice Lake P-State Governorospray: Magnetic Reconnection - SciVisospray: XFrog Forest - SciVisospray: XFrog Forest - Path Tracerospray: NASA Streamlines - SciVisospray: San Miguel - SciVisospray: NASA Streamlines - Path Tracerospray: San Miguel - Path Tracersvt-av1: Preset 8 - Bosphorus 4Ksvt-hevc: 7 - Bosphorus 1080psvt-hevc: 10 - Bosphorus 1080psvt-vp9: PSNR/SSIM Optimized - Bosphorus 1080psvt-vp9: VMAF Optimized - Bosphorus 1080paom-av1: Speed 9 Realtime - Bosphorus 4Kaom-av1: Speed 8 Realtime - Bosphorus 4Kaom-av1: Speed 6 Realtime - Bosphorus 4Kaom-av1: Speed 6 Two-Pass - Bosphorus 4Kembree: Pathtracer ISPC - Asian Dragonembree: Pathtracer ISPC - Asian Dragon Objembree: Pathtracer ISPC - Crownkvazaar: Bosphorus 4K - Very Fastkvazaar: Bosphorus 4K - Ultra Fasthpcg: arrayfire: BLAS CPUoidn: RT.hdr_alb_nrm.3840x2160oidn: RT.ldr_alb_nrm.3840x2160oidn: RTLightmap.hdr.4096x4096onnx: yolov4 - OpenMP CPUonnx: fcn-resnet101-11 - OpenMP CPUonnx: shufflenet-v2-10 - OpenMP CPUonnx: super-resolution-10 - OpenMP CPUonnx: bertsquad-10 - OpenMP CPUopenvkl: vklBenchmarkopenvkl: vklBenchmarkStructuredVolumeopenvkl: vklBenchmarkUnstructuredVolumeopenvkl: vklBenchmarkVdbVolumecompress-zstd: 8, Long Mode - Compression Speedcompress-zstd: 19 - Compression Speedcompress-zstd: 19 - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedcompress-zstd: 19, Long Mode - Decompression Speedstockfish: Total Timegromacs: MPI CPU - water_GMX50_barelammps: 20k Atomspjsip: OPTIONS, Statefulpjsip: OPTIONS, Statelesspjsip: INVITEliquid-dsp: 64 - 256 - 57liquid-dsp: 128 - 256 - 57liquid-dsp: 160 - 256 - 57daphne: OpenMP - Euclidean Clusterdaphne: OpenMP - NDT Mappingdaphne: OpenMP - Points2Imagenpb: BT.Cnpb: EP.Cnpb: EP.Dnpb: FT.Cnpb: LU.Cnpb: SP.Bnpb: SP.Cnpb: IS.Dnpb: MG.Cnpb: CG.Cpgbench: 1000 - 100 - Read Writepgbench: 1000 - 100 - Read Onlypgbench: 1000 - 250 - Read Writepgbench: 1000 - 250 - Read Onlynamd: ATPase Simulation - 327,506 Atomstensorflow-lite: Mobilenet Quanttensorflow-lite: Inception ResNet V2tensorflow-lite: Inception V4arrayfire: Conjugate Gradient CPUpgbench: 1000 - 100 - Read Write - Average Latencypgbench: 1000 - 100 - Read Only - Average Latencypgbench: 1000 - 250 - Read Write - Average Latencypgbench: 1000 - 250 - Read Only - Average Latencyopenfoam: Motorbike 30Mopenfoam: Motorbike 60Mwrf: conus 2.5kmincompact3d: input.i3d 193 Cells Per Directionincompact3d: X3D-benchmarking input.i3dqe: AUSURF112relion: Basic - CPUrodinia: OpenMP CFD Solverrodinia: OpenMP LavaMDrodinia: OpenMP Leukocyterodinia: OpenMP Streamclusterrodinia: OpenMP HotSpot3Davifenc: 6, Losslessavifenc: 10avifenc: 10, Losslessbuild-godot: Time To Compilebuild-linux-kernel: Time To Compilebuild-mesa: Time To Compilebuild-llvm: Ninjabuild-llvm: Unix Makefilesbuild-nodejs: Time To Compileblender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyblender: Barbershop - CPU-Onlynwchem: C240 BuckyballP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance111.1118.8710.3812590.9127.7810.4230.546168.38258.65206.54210.9223.5917.077.383.94106.621987.209266.525113.2623.0340.13594538.692.852.871.384801968212689850967071974438175726921722326296.082.72563.246.72711.61770311228.99935.4953769414212548302990000032701333333073933333831.33742.306634.58191166.416051.908620.9790989.73174911.02114946.4691313.602999.72116754.1639485.7223383393329234119064340.2709341126.85720656821534.2924.2830.25610.7230.27714.92105.039892.4211.1916566290.4111021106.69350.2664.82739.81569.0497.710104.33937.4695.2058.83375.61224.88118.983129.272199.398102.19729.7272.17107.731882.3114.8118.8710.31142.8610027.7810.4556.887305.77576.99453.67460.4461.0648.6219.099.69107.630789.089574.055138.2146.3140.64714539.992.932.931.40483194839266264778111060564581803840299965391011.986.72561.849.12677.91771314289.05235.825103624238953933066133333329300000030851000001020.77924.8413527.238996430197815.317610.188920.10100543.72187300.47123544.0991817.763014.77120084.2740261.26630491236713664939241900.2716833656.35721496637076.1311.5880.0813.7740.27114.79104.769885.55611.0554509290.1433311178.52349.9934.74639.42346.3587.816104.18530.3454.3417.24848.15721.48618.497127.321190.68590.85028.4071.27105.101888.2111.1118.8710.3112590.9127.7810.3835.480193.80345.48260.25262.7821.7215.905.864.00102.704387.992767.754011.3020.5340.06594510.292.782.881.384831948334675650471877997628174801723599249311.781.52594.746.12693.41754461829.04235.7923797417432540300312500032914666673082533333884.75743.017077.76191705.026157.588634.3091970.99177878.68115501.4191642.332926.26117869.4939430.66365771228570657268853790.2722735239.05716326722546.4542.7400.0813.8140.28515.07105.109889.90711.2054179290.4166971156.49349.4364.71039.19963.2867.712104.18431.9875.1348.48653.00122.19018.754127.688191.17391.85729.2572.24107.391880112.9618.8710.31142.8610027.7810.4256.750309.13574.88457.02464.7161.2748.9119.2010.01106.173689.490574.242038.2646.3440.83114574.832.932.931.40476197838069555038211067046411809667300163181015.883.12609.748.32713.11786294749.10235.849104094233854163072600000329340000030967000001021.62914.7013249.678695875197821.887705.448938.09100763.11186973.06123176.7291830.562978.52120124.0540226.02628261231983661868764620.2705133581.35726796774214.0051.5940.0813.7910.28814.49104.279875.26411.0561748289.9755861175.69349.0284.72939.74647.1057.727104.08830.0144.3407.27648.65121.41018.517127.332191.80191.08128.2871.22104.511882.2OpenBenchmarking.org

CPU Temperature Monitor

OpenBenchmarking.orgCelsiusCPU Temperature MonitorPhoronix Test Suite System Monitoringintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance1530456075Min: 28 / Avg: 59.65 / Max: 78Min: 36 / Avg: 63.47 / Max: 78Min: 28 / Avg: 58.72 / Max: 79Min: 36 / Avg: 62.03 / Max: 80

CPU Peak Freq (Highest CPU Core Frequency) Monitor

OpenBenchmarking.orgMegahertzCPU Peak Freq (Highest CPU Core Frequency) MonitorPhoronix Test Suite System Monitoringintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance6001200180024003000Min: 801 / Avg: 3003.21 / Max: 3442Min: 2162 / Avg: 3195.19 / Max: 3483Min: 801 / Avg: 2883.69 / Max: 3537Min: 2195 / Avg: 3186.64 / Max: 3518

CPU Power Consumption Monitor

OpenBenchmarking.orgWattsCPU Power Consumption MonitorPhoronix Test Suite System Monitoringintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance130260390520650Min: 53.9 / Avg: 368.68 / Max: 634.98Min: 137.84 / Avg: 417.23 / Max: 641.13Min: 53.58 / Avg: 371.79 / Max: 722.02Min: 70.83 / Avg: 413.76 / Max: 639.8

OSPray

OpenBenchmarking.orgFPS Per Watt, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVisintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance0.12850.2570.38550.5140.64250.5700.3700.5710.365

OpenBenchmarking.orgFPS Per Watt, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVisintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance0.01150.0230.03450.0460.05750.0480.0460.0510.047

OpenBenchmarking.orgFPS Per Watt, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path Tracerintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance0.00540.01080.01620.02160.0270.0230.0230.0240.023

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVisintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance306090120150SE +/- 0.00, N = 8SE +/- 1.26, N = 15SE +/- 0.00, N = 8SE +/- 1.64, N = 15111.11112.96111.11114.81MIN: 22.73MIN: 26.32 / MAX: 125MIN: 22.22MIN: 24.39 / MAX: 125
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVisintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance20406080100Min: 111.11 / Avg: 111.11 / Max: 111.11Min: 111.11 / Avg: 112.96 / Max: 125Min: 111.11 / Avg: 111.11 / Max: 111.11Min: 111.11 / Avg: 114.81 / Max: 125

OpenBenchmarking.orgFPS Per Watt, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVisintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance0.13750.2750.41250.550.68750.5280.5130.6110.520

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVisintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance510152025SE +/- 0.00, N = 4SE +/- 0.00, N = 4SE +/- 0.00, N = 4SE +/- 0.00, N = 418.8718.8718.8718.87MIN: 12.2 / MAX: 19.23MIN: 12.99 / MAX: 19.61MIN: 13.7 / MAX: 19.23MIN: 13.89 / MAX: 19.61
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVisintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance510152025Min: 18.87 / Avg: 18.87 / Max: 18.87Min: 18.87 / Avg: 18.87 / Max: 18.87Min: 18.87 / Avg: 18.87 / Max: 18.87Min: 18.87 / Avg: 18.87 / Max: 18.87

OpenBenchmarking.orgFPS Per Watt, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path Tracerintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance0.01730.03460.05190.06920.08650.0770.0710.0750.072

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path Tracerintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance3691215SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 310.3110.3110.3810.31MIN: 7.75 / MAX: 10.53MIN: 8.26 / MAX: 10.75MIN: 8.06 / MAX: 10.53MIN: 8.33 / MAX: 10.75
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path Tracerintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance3691215Min: 10.31 / Avg: 10.31 / Max: 10.31Min: 10.31 / Avg: 10.31 / Max: 10.31Min: 10.31 / Avg: 10.38 / Max: 10.42Min: 10.31 / Avg: 10.31 / Max: 10.31

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVisintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance306090120150SE +/- 0.00, N = 9SE +/- 0.00, N = 9125.00142.86125.00142.86MIN: 29.41 / MAX: 142.86MIN: 31.25MIN: 30.3 / MAX: 142.86MIN: 31.25
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVisintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance306090120150Min: 142.86 / Avg: 142.86 / Max: 142.86Min: 142.86 / Avg: 142.86 / Max: 142.86

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVisintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance20406080100SE +/- 0.00, N = 3SE +/- 0.00, N = 390.91100.0090.91100.00MIN: 47.62 / MAX: 100MIN: 55.56 / MAX: 111.11MIN: 58.82 / MAX: 100MIN: 62.5 / MAX: 111.11
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVisintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance20406080100Min: 90.91 / Avg: 90.91 / Max: 90.91Min: 90.91 / Avg: 90.91 / Max: 90.91

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path Tracerintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance714212835SE +/- 0.00, N = 5SE +/- 0.00, N = 5SE +/- 0.00, N = 5SE +/- 0.00, N = 527.7827.7827.7827.78MIN: 16.95 / MAX: 28.57MIN: 17.54 / MAX: 29.41MIN: 15.87 / MAX: 29.41MIN: 17.54 / MAX: 29.41
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path Tracerintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance612182430Min: 27.78 / Avg: 27.78 / Max: 27.78Min: 27.78 / Avg: 27.78 / Max: 27.78Min: 27.78 / Avg: 27.78 / Max: 27.78Min: 27.78 / Avg: 27.78 / Max: 27.78

OpenBenchmarking.orgFPS Per Watt, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path Tracerintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance0.00720.01440.02160.02880.0360.0310.0300.0320.031

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path Tracerintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance3691215SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 310.3810.4210.4210.45MIN: 7.69 / MAX: 10.53MIN: 7.14 / MAX: 10.64MIN: 7.69 / MAX: 10.64MIN: 7.94 / MAX: 10.75
OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path Tracerintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance3691215Min: 10.31 / Avg: 10.38 / Max: 10.42Min: 10.42 / Avg: 10.42 / Max: 10.42Min: 10.42 / Avg: 10.42 / Max: 10.42Min: 10.42 / Avg: 10.45 / Max: 10.53

SVT-AV1

This is a benchmark of the SVT-AV1 open-source video encoder/decoder. SVT-AV1 was originally developed by Intel as part of their Open Visual Cloud / Scalable Video Technology (SVT). Development of SVT-AV1 has since moved to the Alliance for Open Media as part of upstream AV1 development. SVT-AV1 is a CPU-based multi-threaded video encoder for the AV1 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8.7Encoder Mode: Preset 8 - Input: Bosphorus 4Kintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance1326395265SE +/- 0.47, N = 3SE +/- 0.31, N = 4SE +/- 0.20, N = 3SE +/- 0.24, N = 435.4856.7530.5556.891. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8.7Encoder Mode: Preset 8 - Input: Bosphorus 4Kintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance1122334455Min: 34.67 / Avg: 35.48 / Max: 36.29Min: 56.15 / Avg: 56.75 / Max: 57.62Min: 30.15 / Avg: 30.55 / Max: 30.76Min: 56.23 / Avg: 56.89 / Max: 57.391. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

SVT-HEVC

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-HEVC CPU-based multi-threaded video encoder for the HEVC / H.265 video format with a sample 1080p YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 1080pintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance70140210280350SE +/- 1.34, N = 15SE +/- 1.23, N = 10SE +/- 1.49, N = 8SE +/- 0.58, N = 10193.80309.13168.38305.771. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 1080pintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance60120180240300Min: 186.68 / Avg: 193.8 / Max: 203.18Min: 301.96 / Avg: 309.13 / Max: 314.47Min: 160.6 / Avg: 168.38 / Max: 173.56Min: 301.05 / Avg: 305.77 / Max: 307.381. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 1080pintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance120240360480600SE +/- 3.58, N = 15SE +/- 1.99, N = 11SE +/- 1.12, N = 9SE +/- 0.97, N = 11345.48574.88258.65576.991. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 1080pintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance100200300400500Min: 319.83 / Avg: 345.48 / Max: 366.75Min: 559.18 / Avg: 574.88 / Max: 581.96Min: 254.45 / Avg: 258.65 / Max: 262.93Min: 572.52 / Avg: 576.99 / Max: 581.961. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

SVT-VP9

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-VP9 CPU-based multi-threaded video encoder for the VP9 video format with a sample YUV input video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080pintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance100200300400500SE +/- 2.47, N = 15SE +/- 3.11, N = 13SE +/- 1.53, N = 7SE +/- 4.77, N = 15260.25457.02206.54453.671. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080pintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance80160240320400Min: 245.36 / Avg: 260.25 / Max: 278.05Min: 425.37 / Avg: 457.02 / Max: 470.89Min: 200.57 / Avg: 206.54 / Max: 211.55Min: 390.58 / Avg: 453.67 / Max: 468.131. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: VMAF Optimized - Input: Bosphorus 1080pintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance100200300400500SE +/- 2.52, N = 15SE +/- 2.50, N = 10SE +/- 1.16, N = 7SE +/- 2.03, N = 10262.78464.71210.92460.441. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: VMAF Optimized - Input: Bosphorus 1080pintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance80160240320400Min: 251.1 / Avg: 262.78 / Max: 280.26Min: 451.72 / Avg: 464.71 / Max: 476.38Min: 207.18 / Avg: 210.92 / Max: 216.06Min: 453.87 / Avg: 460.44 / Max: 471.11. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

AOM AV1

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterAOM AV1 3.1Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4Kintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance0.0560.1120.1680.2240.280.2080.2490.2250.245

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterAOM AV1 3.1Encoder Mode: Speed 6 Realtime - Input: Bosphorus 4Kintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance0.01510.03020.04530.06040.07550.0520.0670.0650.067

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterAOM AV1 3.1Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 4Kintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance0.00740.01480.02220.02960.0370.0250.0330.0310.032

Embree

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: Crownintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance0.04480.08960.13440.17920.2240.1990.1810.1830.185

Kvazaar

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Ultra Fastintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance0.03890.07780.11670.15560.19450.1550.1380.1730.135

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.1Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4Kintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance1428425670SE +/- 0.16, N = 15SE +/- 0.43, N = 5SE +/- 0.22, N = 3SE +/- 0.27, N = 521.7261.2723.5961.061. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.1Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4Kintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance1224364860Min: 20.3 / Avg: 21.72 / Max: 22.82Min: 60.29 / Avg: 61.27 / Max: 62.74Min: 23.35 / Avg: 23.59 / Max: 24.02Min: 60.3 / Avg: 61.06 / Max: 61.761. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

Embree

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: Asian Dragonintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance0.0650.130.1950.260.3250.2740.2640.2890.274

OpenBenchmarking.orgFrames Per Second Per Watt, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: Asian Dragon Objintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance0.06910.13820.20730.27640.34550.3000.2890.3070.291

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.1Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4Kintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance1122334455SE +/- 0.03, N = 3SE +/- 0.52, N = 4SE +/- 0.02, N = 3SE +/- 0.30, N = 415.9048.9117.0748.621. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.1Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4Kintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance1020304050Min: 15.86 / Avg: 15.9 / Max: 15.96Min: 47.43 / Avg: 48.91 / Max: 49.75Min: 17.05 / Avg: 17.07 / Max: 17.11Min: 47.91 / Avg: 48.62 / Max: 49.311. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.1Encoder Mode: Speed 6 Realtime - Input: Bosphorus 4Kintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance510152025SE +/- 0.02, N = 3SE +/- 0.23, N = 3SE +/- 0.07, N = 3SE +/- 0.11, N = 35.8619.207.3819.091. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.1Encoder Mode: Speed 6 Realtime - Input: Bosphorus 4Kintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance510152025Min: 5.84 / Avg: 5.86 / Max: 5.91Min: 18.77 / Avg: 19.2 / Max: 19.55Min: 7.26 / Avg: 7.38 / Max: 7.49Min: 18.93 / Avg: 19.09 / Max: 19.291. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.1Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 4Kintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance3691215SE +/- 0.08, N = 12SE +/- 0.09, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 34.0010.013.949.691. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.1Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 4Kintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance3691215Min: 3.65 / Avg: 4 / Max: 4.57Min: 9.83 / Avg: 10.01 / Max: 10.13Min: 3.88 / Avg: 3.94 / Max: 4.04Min: 9.64 / Avg: 9.69 / Max: 9.751. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs and supporting instruction sets such as SSE, AVX, AVX2, and AVX-512. Embree also supports making use of the Intel SPMD Program Compiler (ISPC). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: Asian Dragonintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance20406080100SE +/- 0.80, N = 6SE +/- 0.56, N = 6SE +/- 0.79, N = 6SE +/- 0.42, N = 6102.70106.17106.62107.63MIN: 81.43 / MAX: 111.73MIN: 84.09 / MAX: 112.29MIN: 84.26 / MAX: 112.87MIN: 88.63 / MAX: 112.78
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: Asian Dragonintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance20406080100Min: 100.92 / Avg: 102.7 / Max: 105.51Min: 104.91 / Avg: 106.17 / Max: 108.11Min: 103.41 / Avg: 106.62 / Max: 108.64Min: 106.18 / Avg: 107.63 / Max: 108.97

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: Asian Dragon Objintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance20406080100SE +/- 0.38, N = 3SE +/- 0.14, N = 3SE +/- 0.41, N = 3SE +/- 0.48, N = 387.9989.4987.2189.09MIN: 70.3 / MAX: 98.24MIN: 71.05 / MAX: 98.17MIN: 69.09 / MAX: 97.86MIN: 70.73 / MAX: 97.89
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: Asian Dragon Objintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance20406080100Min: 87.27 / Avg: 87.99 / Max: 88.53Min: 89.23 / Avg: 89.49 / Max: 89.67Min: 86.76 / Avg: 87.21 / Max: 88.02Min: 88.34 / Avg: 89.09 / Max: 89.97

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: Crownintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance1632486480SE +/- 0.18, N = 5SE +/- 0.34, N = 5SE +/- 0.21, N = 5SE +/- 0.18, N = 567.7574.2466.5374.06MIN: 60.74 / MAX: 88.34MIN: 64.44 / MAX: 93.9MIN: 59.75 / MAX: 87.7MIN: 64.5 / MAX: 94.28
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: Crownintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance1428425670Min: 67.38 / Avg: 67.75 / Max: 68.43Min: 73.64 / Avg: 74.24 / Max: 75.52Min: 65.76 / Avg: 66.53 / Max: 66.96Min: 73.67 / Avg: 74.06 / Max: 74.72

Kvazaar

This is a test of Kvazaar as a CPU-based H.265 video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Very Fastintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance918273645SE +/- 0.02, N = 3SE +/- 0.07, N = 4SE +/- 0.04, N = 3SE +/- 0.07, N = 411.3038.2613.2638.211. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Very Fastintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance816243240Min: 11.28 / Avg: 11.3 / Max: 11.34Min: 38.1 / Avg: 38.26 / Max: 38.41Min: 13.19 / Avg: 13.26 / Max: 13.32Min: 38.06 / Avg: 38.21 / Max: 38.391. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Ultra Fastintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance1122334455SE +/- 0.06, N = 3SE +/- 0.56, N = 4SE +/- 0.14, N = 3SE +/- 0.31, N = 1520.5346.3423.0346.311. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.0Video Input: Bosphorus 4K - Video Preset: Ultra Fastintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance918273645Min: 20.42 / Avg: 20.53 / Max: 20.6Min: 45.34 / Avg: 46.34 / Max: 47.67Min: 22.85 / Avg: 23.03 / Max: 23.3Min: 44.32 / Avg: 46.31 / Max: 48.171. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

High Performance Conjugate Gradient

HPCG is the High Performance Conjugate Gradient and is a new scientific benchmark from Sandia National Lans focused for super-computer testing with modern real-world workloads compared to HPCC. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1intel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance918273645SE +/- 0.12, N = 3SE +/- 0.21, N = 3SE +/- 0.17, N = 3SE +/- 0.20, N = 340.0740.8340.1440.651. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1intel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance816243240Min: 39.92 / Avg: 40.07 / Max: 40.3Min: 40.42 / Avg: 40.83 / Max: 41.04Min: 39.95 / Avg: 40.14 / Max: 40.47Min: 40.35 / Avg: 40.65 / Max: 41.031. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

ArrayFire

ArrayFire is an GPU and CPU numeric processing library, this test uses the built-in CPU and OpenCL ArrayFire benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterArrayFire 3.7Test: BLAS CPUintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance10002000300040005000SE +/- 36.10, N = 4SE +/- 11.74, N = 4SE +/- 10.80, N = 4SE +/- 24.52, N = 44510.294574.834538.694539.991. (CXX) g++ options: -rdynamic
OpenBenchmarking.orgGFLOPS, More Is BetterArrayFire 3.7Test: BLAS CPUintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance8001600240032004000Min: 4426.25 / Avg: 4510.29 / Max: 4580.19Min: 4545.38 / Avg: 4574.83 / Max: 4602.84Min: 4506.93 / Avg: 4538.69 / Max: 4554.9Min: 4478.24 / Avg: 4539.99 / Max: 4597.811. (CXX) g++ options: -rdynamic

Intel Open Image Denoise

Open Image Denoise is a denoising library for ray-tracing and part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RT.hdr_alb_nrm.3840x2160intel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance0.65931.31861.97792.63723.2965SE +/- 0.03, N = 15SE +/- 0.00, N = 5SE +/- 0.00, N = 4SE +/- 0.01, N = 52.782.932.852.93
OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RT.hdr_alb_nrm.3840x2160intel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance246810Min: 2.54 / Avg: 2.78 / Max: 2.87Min: 2.92 / Avg: 2.93 / Max: 2.94Min: 2.85 / Avg: 2.85 / Max: 2.86Min: 2.91 / Avg: 2.93 / Max: 2.94

OpenBenchmarking.orgImages / Sec Per Watt, More Is BetterIntel Open Image Denoise 1.4.0Run: RT.ldr_alb_nrm.3840x2160intel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance0.0020.0040.0060.0080.010.0090.0090.0090.008

OpenBenchmarking.orgImages / Sec Per Watt, More Is BetterIntel Open Image Denoise 1.4.0Run: RTLightmap.hdr.4096x4096intel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance0.00090.00180.00270.00360.00450.0040.0040.0040.004

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RT.ldr_alb_nrm.3840x2160intel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance0.65931.31861.97792.63723.2965SE +/- 0.02, N = 4SE +/- 0.01, N = 5SE +/- 0.01, N = 4SE +/- 0.01, N = 52.882.932.872.93
OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RT.ldr_alb_nrm.3840x2160intel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance246810Min: 2.84 / Avg: 2.88 / Max: 2.93Min: 2.91 / Avg: 2.93 / Max: 2.95Min: 2.84 / Avg: 2.87 / Max: 2.89Min: 2.89 / Avg: 2.93 / Max: 2.95

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RTLightmap.hdr.4096x4096intel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance0.3150.630.9451.261.575SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.381.401.381.40
OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RTLightmap.hdr.4096x4096intel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance246810Min: 1.38 / Avg: 1.38 / Max: 1.39Min: 1.4 / Avg: 1.4 / Max: 1.4Min: 1.38 / Avg: 1.38 / Max: 1.39Min: 1.39 / Avg: 1.4 / Max: 1.41

ONNX Runtime

ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Zoo. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: yolov4 - Device: OpenMP CPUintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance100200300400500SE +/- 5.29, N = 3SE +/- 0.73, N = 3SE +/- 2.02, N = 3SE +/- 5.43, N = 34834764804831. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: yolov4 - Device: OpenMP CPUintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance90180270360450Min: 474.5 / Avg: 482.5 / Max: 492.5Min: 475 / Avg: 476.17 / Max: 477.5Min: 476 / Avg: 480 / Max: 482.5Min: 477 / Avg: 483.17 / Max: 4941. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: fcn-resnet101-11 - Device: OpenMP CPUintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance4080120160200SE +/- 1.89, N = 3SE +/- 0.29, N = 3SE +/- 2.36, N = 3SE +/- 0.44, N = 31941971961941. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: fcn-resnet101-11 - Device: OpenMP CPUintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance4080120160200Min: 191 / Avg: 194 / Max: 197.5Min: 196 / Avg: 196.5 / Max: 197Min: 192 / Avg: 195.5 / Max: 200Min: 193.5 / Avg: 194.17 / Max: 1951. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

OpenBenchmarking.orgInferences Per Minute Per Watt, More Is BetterONNX Runtime 1.6Model: shufflenet-v2-10 - Device: OpenMP CPUintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance51015202519.6719.8719.4319.92

OpenBenchmarking.orgInferences Per Minute Per Watt, More Is BetterONNX Runtime 1.6Model: super-resolution-10 - Device: OpenMP CPUintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance4812162014.6215.0314.9914.43

OpenBenchmarking.orgInferences Per Minute Per Watt, More Is BetterONNX Runtime 1.6Model: bertsquad-10 - Device: OpenMP CPUintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance0.25670.51340.77011.02681.28351.1171.1131.1411.064

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: shufflenet-v2-10 - Device: OpenMP CPUintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance2K4K6K8K10KSE +/- 65.66, N = 3SE +/- 24.06, N = 3SE +/- 58.56, N = 12SE +/- 25.12, N = 383348380821283921. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: shufflenet-v2-10 - Device: OpenMP CPUintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance15003000450060007500Min: 8208.5 / Avg: 8334.17 / Max: 8430Min: 8348.5 / Avg: 8380.33 / Max: 8427.5Min: 7618 / Avg: 8212.08 / Max: 8342Min: 8348.5 / Avg: 8392.33 / Max: 8435.51. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: super-resolution-10 - Device: OpenMP CPUintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance15003000450060007500SE +/- 210.11, N = 12SE +/- 156.45, N = 12SE +/- 205.17, N = 12SE +/- 200.91, N = 1267566955689866261. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: super-resolution-10 - Device: OpenMP CPUintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance12002400360048006000Min: 5207 / Avg: 6755.5 / Max: 7271Min: 5786 / Avg: 6955 / Max: 7263Min: 5184 / Avg: 6897.71 / Max: 7233Min: 5152 / Avg: 6625.63 / Max: 7219.51. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: bertsquad-10 - Device: OpenMP CPU