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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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 Governorwrf: conus 2.5kmqe: AUSURF112openvkl: vklBenchmarkUnstructuredVolumenwchem: C240 Buckyballopenvkl: vklBenchmarkonnx: super-resolution-10 - OpenMP CPUpgbench: 1000 - 250 - Read Only - Average Latencypgbench: 1000 - 250 - Read Onlydaphne: OpenMP - Points2Imageonnx: bertsquad-10 - OpenMP CPUrelion: Basic - CPUaom-av1: Speed 6 Two-Pass - Bosphorus 4Kincompact3d: X3D-benchmarking input.i3dlammps: 20k Atomsrodinia: OpenMP Leukocyteonnx: shufflenet-v2-10 - OpenMP CPUpgbench: 1000 - 100 - Read Only - Average Latencypgbench: 1000 - 100 - Read Onlyopenvkl: vklBenchmarkVdbVolumepjsip: INVITEbuild-llvm: Unix Makefileshpcg: openfoam: Motorbike 60Mcompress-zstd: 19 - Decompression Speedcompress-zstd: 19 - Compression Speedbuild-llvm: Ninjaonnx: fcn-resnet101-11 - OpenMP CPUonnx: yolov4 - OpenMP CPUblender: Barbershop - CPU-Onlytensorflow-lite: Mobilenet Quantrodinia: OpenMP HotSpot3Dpgbench: 1000 - 250 - Read Write - Average Latencypgbench: 1000 - 250 - Read Writepgbench: 1000 - 100 - Read Write - Average Latencypgbench: 1000 - 100 - Read Writecompress-zstd: 19, Long Mode - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedbuild-nodejs: Time To Compilepjsip: OPTIONS, Statelessdaphne: OpenMP - NDT Mappingbuild-linux-kernel: Time To Compiledaphne: OpenMP - Euclidean Clusterblender: Classroom - CPU-Onlyavifenc: 6, Losslesspjsip: OPTIONS, Statefulaom-av1: Speed 6 Realtime - Bosphorus 4Ktensorflow-lite: Inception ResNet V2tensorflow-lite: Inception V4openfoam: Motorbike 30Mbuild-godot: Time To Compileaom-av1: Speed 9 Realtime - Bosphorus 4Kopenvkl: vklBenchmarkStructuredVolumestockfish: Total Timeospray: San Miguel - Path Tracerrodinia: OpenMP LavaMDcompress-zstd: 8, Long Mode - Compression Speedkvazaar: Bosphorus 4K - Very Fastliquid-dsp: 64 - 256 - 57kvazaar: Bosphorus 4K - Ultra Fastnpb: EP.Dgromacs: MPI CPU - water_GMX50_bareblender: BMW27 - CPU-Onlyavifenc: 10, Losslessaom-av1: Speed 8 Realtime - Bosphorus 4Koidn: RT.hdr_alb_nrm.3840x2160rodinia: OpenMP Streamclusterospray: San Miguel - SciVisospray: XFrog Forest - Path Tracersvt-av1: Preset 8 - Bosphorus 4Knamd: ATPase Simulation - 327,506 Atomsoidn: RTLightmap.hdr.4096x4096embree: Pathtracer ISPC - Asian Dragon Objnpb: BT.Cospray: XFrog Forest - SciVisliquid-dsp: 160 - 256 - 57liquid-dsp: 128 - 256 - 57arrayfire: Conjugate Gradient CPUnpb: SP.Cnpb: IS.Darrayfire: BLAS CPUavifenc: 10build-mesa: Time To Compileoidn: RT.ldr_alb_nrm.3840x2160ospray: NASA Streamlines - Path Tracerembree: Pathtracer ISPC - Crownnpb: LU.Cincompact3d: input.i3d 193 Cells Per Directionrodinia: OpenMP CFD Solversvt-vp9: PSNR/SSIM Optimized - Bosphorus 1080pembree: Pathtracer ISPC - Asian Dragonsvt-vp9: VMAF Optimized - Bosphorus 1080psvt-hevc: 7 - Bosphorus 1080pospray: Magnetic Reconnection - SciVisnpb: FT.Cnpb: CG.Cospray: NASA Streamlines - SciVisnpb: SP.Bnpb: EP.Csvt-hevc: 10 - Bosphorus 1080pnpb: MG.CP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance9892.421106.6917572691882.367068980.2779064346634.58509350.2663.94290.41110235.49569.04982120.256393329217223262548199.39840.1359105.032563.282.7129.272196480107.7341126.8104.33910.723234114.283233832711.646.7102.19741421742.3024.881831.3372.1737.46937697.3857206568215314.9275.61223.597197443817703112210.4239.815296.013.26302990000023.038620.978.99929.728.83317.072.857.71090.9110.3830.5460.270931.3887.2092191166.4118.87307393333332701333334.29291313.602999.724538.695.20518.9832.8727.7866.5251174911.0211.19165664.827206.54106.6219210.92168.38111.1190989.7339485.72125114946.466051.90258.65116754.169885.5561178.5218038401888.281166260.27192419013527.238996430477349.9939.69290.14333135.82546.35883920.0811236713299965395393190.68540.6471104.762561.886.7127.321194483105.1033656.3104.1853.774664931.588630492677.949.190.85042389924.8421.4861020.7771.2730.3451036219.0957214966370714.7948.15761.0610605645817713142810.4539.4231011.938.21306613333346.318920.109.05228.407.24848.622.937.81610010.3156.8870.271681.4089.0895197815.3118.87308510000032930000006.13191817.763014.774539.994.34118.4972.9327.7874.0551187300.4711.05545094.746453.67107.6307460.44305.77114.81100543.7240261.26142.86123544.097610.18576.99120084.279889.9071156.491748017188071867560.2858853797077.76504349.4364.00290.41669735.79263.28683340.0811228570235992492540191.17340.0659105.102594.781.5127.688194483107.3935239.0104.1843.814657262.740365772693.446.191.85741743743.0122.190884.7572.2431.98737975.8657163267225415.0753.00121.727799762817544618210.3839.199311.711.30300312500020.538634.309.04229.258.48615.902.787.71290.9110.3135.4800.272271.3887.9927191705.0218.87308253333332914666676.45491642.332926.264510.295.13418.7542.8827.7867.7540177878.6811.20541794.710260.25102.7043262.78193.80111.1191970.9939430.66125115501.416157.58345.48117869.499875.2641175.6918096671882.282169550.28887646213249.678695875503349.02810.01289.97558635.84947.10583800.0811231983300163185416191.80140.8311104.272609.783.1127.332197476104.5133581.3104.0883.791661861.594628262713.148.391.08142338914.7021.4101021.6271.2230.0141040919.2057267967742114.4948.65161.2710670464117862947410.4239.7461018.638.26307260000046.348938.099.10228.287.27648.912.937.72710010.3156.7500.270511.4089.4905197821.8818.87309670000032934000004.00591830.562978.524574.834.34018.5172.9327.7874.2420186973.0611.05617484.729457.02106.1736464.71309.13112.96100763.1140226.02142.86123176.727705.44574.88120124.05OpenBenchmarking.org

WRF

WRF, the Weather Research and Forecasting Model, is a "next-generation mesoscale numerical weather prediction system designed for both atmospheric research and operational forecasting applications. It features two dynamical cores, a data assimilation system, and a software architecture supporting parallel computation and system extensibility." Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterWRF 4.2.2Input: conus 2.5kmP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance2K4K6K8K10K9892.429885.569889.919875.261. (F9X) gfortran options: -O2 -ftree-vectorize -funroll-loops -ffree-form -fconvert=big-endian -frecord-marker=4 -fallow-invalid-boz -lesmf_time -lwrfio_nf -lnetcdff -lnetcdf -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz

Quantum ESPRESSO

Quantum ESPRESSO is an integrated suite of Open-Source computer codes for electronic-structure calculations and materials modeling at the nanoscale. It is based on density-functional theory, plane waves, and pseudopotentials. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterQuantum ESPRESSO 6.7Input: AUSURF112P-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance30060090012001500SE +/- 19.34, N = 9SE +/- 1.74, N = 3SE +/- 22.92, N = 9SE +/- 17.96, N = 91106.691178.521156.491175.691. (F9X) gfortran options: -lopenblas -lFoX_dom -lFoX_sax -lFoX_wxml -lFoX_common -lFoX_utils -lFoX_fsys -lfftw3 -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz

OpenVKL

OpenVKL is the Intel Open Volume Kernel Library that offers high-performance volume computation kernels and part of the Intel oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkUnstructuredVolumeP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance400K800K1200K1600K2000KSE +/- 19689.28, N = 3SE +/- 8888.13, N = 3SE +/- 4960.83, N = 3SE +/- 4355.52, N = 31757269180384017480171809667MIN: 18102 / MAX: 5872318MIN: 24013 / MAX: 5810552MIN: 13879 / MAX: 5825120MIN: 24362 / MAX: 5849692

NWChem

NWChem is an open-source high performance computational chemistry package. Per NWChem's documentation, "NWChem aims to provide its users with computational chemistry tools that are scalable both in their ability to treat large scientific computational chemistry problems efficiently, and in their use of available parallel computing resources from high-performance parallel supercomputers to conventional workstation clusters." Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNWChem 7.0.2Input: C240 BuckyballP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance4008001200160020001882.31888.21880.01882.21. (F9X) gfortran options: -lnwctask -lccsd -lmcscf -lselci -lmp2 -lmoints -lstepper -ldriver -loptim -lnwdft -lgradients -lcphf -lesp -lddscf -ldangchang -lguess -lhessian -lvib -lnwcutil -lrimp2 -lproperty -lsolvation -lnwints -lprepar -lnwmd -lnwpw -lofpw -lpaw -lpspw -lband -lnwpwlib -lcafe -lspace -lanalyze -lqhop -lpfft -ldplot -ldrdy -lvscf -lqmmm -lqmd -letrans -ltce -lbq -lmm -lcons -lperfm -ldntmc -lccca -ldimqm -lga -larmci -lpeigs -l64to32 -lopenblas -lpthread -lrt -llapack -lnwcblas -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lz -lcomex -m64 -ffast-math -std=legacy -fdefault-integer-8 -finline-functions -O2

OpenVKL

OpenVKL is the Intel Open Volume Kernel Library that offers high-performance volume computation kernels and part of the Intel oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance2004006008001000SE +/- 2.19, N = 3SE +/- 2.67, N = 3SE +/- 8.72, N = 3SE +/- 2.40, N = 3670811718821MIN: 1 / MAX: 2830MIN: 1 / MAX: 3166MIN: 1 / MAX: 3134MIN: 1 / MAX: 3226

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: super-resolution-10 - Device: OpenMP CPUP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance15003000450060007500SE +/- 205.17, N = 12SE +/- 200.91, N = 12SE +/- 210.11, N = 12SE +/- 156.45, N = 1268986626675669551. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 250 - Mode: Read Only - Average LatencyP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance0.06480.12960.19440.25920.324SE +/- 0.002, N = 15SE +/- 0.003, N = 3SE +/- 0.005, N = 15SE +/- 0.006, N = 150.2770.2710.2850.2881. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 250 - Mode: Read OnlyP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance200K400K600K800K1000KSE +/- 7359.52, N = 15SE +/- 9754.80, N = 3SE +/- 15445.86, N = 15SE +/- 16646.22, N = 159064349241908853798764621. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

Darmstadt Automotive Parallel Heterogeneous Suite

DAPHNE is the Darmstadt Automotive Parallel HeterogeNEous Benchmark Suite with OpenCL / CUDA / OpenMP test cases for these automotive benchmarks for evaluating programming models in context to vehicle autonomous driving capabilities. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTest Cases Per Minute, More Is BetterDarmstadt Automotive Parallel Heterogeneous SuiteBackend: OpenMP - Kernel: Points2ImageP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance3K6K9K12K15KSE +/- 86.30, N = 3SE +/- 114.27, N = 15SE +/- 115.67, N = 12SE +/- 100.42, N = 156634.5813527.247077.7613249.681. (CXX) g++ options: -O3 -std=c++11 -fopenmp

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: bertsquad-10 - Device: OpenMP CPUP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance110220330440550SE +/- 10.98, N = 9SE +/- 2.17, N = 3SE +/- 8.53, N = 12SE +/- 6.15, N = 125094775045031. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

RELION

RELION - REgularised LIkelihood OptimisatioN - is a stand-alone computer program for Maximum A Posteriori refinement of (multiple) 3D reconstructions or 2D class averages in cryo-electron microscopy (cryo-EM). It is developed in the research group of Sjors Scheres at the MRC Laboratory of Molecular Biology. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRELION 3.1.1Test: Basic - Device: CPUP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance80160240320400SE +/- 1.16, N = 3SE +/- 1.34, N = 3SE +/- 1.38, N = 3SE +/- 1.39, N = 3350.27349.99349.44349.031. (CXX) g++ options: -fopenmp -std=c++0x -O3 -rdynamic -ldl -ltiff -lfftw3f -lfftw3 -lpng -pthread -lmpi_cxx -lmpi

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 6 Two-Pass - Input: Bosphorus 4KP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance3691215SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 12SE +/- 0.09, N = 33.949.694.0010.011. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

Xcompact3d Incompact3d

Xcompact3d Incompact3d is a Fortran-MPI based, finite difference high-performance code for solving the incompressible Navier-Stokes equation and as many as you need scalar transport equations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: X3D-benchmarking input.i3dP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance60120180240300SE +/- 0.12, N = 3SE +/- 0.01, N = 3SE +/- 0.11, N = 3SE +/- 0.09, N = 3290.41290.14290.42289.981. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz

LAMMPS Molecular Dynamics Simulator

LAMMPS is a classical molecular dynamics code, and an acronym for Large-scale Atomic/Molecular Massively Parallel Simulator. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: 20k AtomsP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance816243240SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 335.5035.8335.7935.851. (CXX) g++ options: -O3 -pthread -lm

Rodinia

Rodinia is a suite focused upon accelerating compute-intensive applications with accelerators. CUDA, OpenMP, and OpenCL parallel models are supported by the included applications. This profile utilizes select OpenCL, NVIDIA CUDA and OpenMP test binaries at the moment. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LeukocyteP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance1530456075SE +/- 0.69, N = 6SE +/- 0.64, N = 12SE +/- 1.35, N = 15SE +/- 0.69, N = 1569.0546.3663.2947.111. (CXX) g++ options: -O2 -lOpenCL

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: shufflenet-v2-10 - Device: OpenMP CPUP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance2K4K6K8K10KSE +/- 58.56, N = 12SE +/- 25.12, N = 3SE +/- 65.66, N = 3SE +/- 24.06, N = 382128392833483801. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 100 - Mode: Read Only - Average LatencyP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance0.05760.11520.17280.23040.288SE +/- 0.005, N = 15SE +/- 0.000, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 30.2560.0810.0810.0811. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 100 - Mode: Read OnlyP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance300K600K900K1200K1500KSE +/- 8388.30, N = 15SE +/- 5304.66, N = 3SE +/- 11834.71, N = 3SE +/- 3615.78, N = 33933291236713122857012319831. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenVKL

OpenVKL is the Intel Open Volume Kernel Library that offers high-performance volume computation kernels and part of the Intel oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkVdbVolumeP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance6M12M18M24M30MSE +/- 47580.68, N = 3SE +/- 268896.33, N = 15SE +/- 38895.86, N = 3SE +/- 349026.46, N = 1521722326299965392359924930016318MIN: 1031810 / MAX: 151043112MIN: 979600 / MAX: 247803840MIN: 1060641 / MAX: 156949416MIN: 979586 / MAX: 253907928

PJSIP

PJSIP is a free and open source multimedia communication library written in C language implementing standard based protocols such as SIP, SDP, RTP, STUN, TURN, and ICE. It combines signaling protocol (SIP) with rich multimedia framework and NAT traversal functionality into high level API that is portable and suitable for almost any type of systems ranging from desktops, embedded systems, to mobile handsets. This test profile is making use of pjsip-perf with both the client/server on teh system. More details on the PJSIP benchmark at https://www.pjsip.org/high-performance-sip.htm Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgResponses Per Second, More Is BetterPJSIP 2.11Method: INVITEP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance12002400360048006000SE +/- 29.86, N = 15SE +/- 7.17, N = 3SE +/- 50.72, N = 15SE +/- 15.21, N = 325485393254054161. (CC) gcc options: -lstdc++ -lssl -lcrypto -luuid -lm -lrt -lpthread -lasound -O2

Timed LLVM Compilation

This test times how long it takes to build the LLVM compiler. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 12.0Build System: Unix MakefilesP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance4080120160200SE +/- 1.18, N = 3SE +/- 1.07, N = 3SE +/- 1.14, N = 3SE +/- 0.59, N = 3199.40190.69191.17191.80

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 3.1P-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance918273645SE +/- 0.17, N = 3SE +/- 0.20, N = 3SE +/- 0.12, N = 3SE +/- 0.21, N = 340.1440.6540.0740.831. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

OpenFOAM

OpenFOAM is the leading free, open source software for computational fluid dynamics (CFD). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 8Input: Motorbike 60MP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance20406080100SE +/- 0.19, N = 3SE +/- 0.09, N = 3SE +/- 0.38, N = 3SE +/- 0.16, N = 3105.03104.76105.10104.271. (CXX) g++ options: -std=c++11 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -ldynamicMesh -ldecompose -lgenericPatchFields -lmetisDecomp -lscotchDecomp -llagrangian -lregionModels -lOpenFOAM -ldl -lm

Zstd Compression

This test measures the time needed to compress/decompress a sample file (a FreeBSD disk image - FreeBSD-12.2-RELEASE-amd64-memstick.img) using Zstd compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19 - Decompression SpeedP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance6001200180024003000SE +/- 16.96, N = 3SE +/- 5.29, N = 15SE +/- 4.60, N = 15SE +/- 4.37, N = 32563.22561.82594.72609.71. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19 - Compression SpeedP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance20406080100SE +/- 0.55, N = 3SE +/- 0.75, N = 15SE +/- 0.75, N = 15SE +/- 0.32, N = 382.786.781.583.11. (CC) gcc options: -O3 -pthread -lz -llzma

Timed LLVM Compilation

This test times how long it takes to build the LLVM compiler. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 12.0Build System: NinjaP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance306090120150SE +/- 0.40, N = 3SE +/- 0.50, N = 3SE +/- 0.14, N = 3SE +/- 0.45, N = 3129.27127.32127.69127.33

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: fcn-resnet101-11 - Device: OpenMP CPUP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance4080120160200SE +/- 2.36, N = 3SE +/- 0.44, N = 3SE +/- 1.89, N = 3SE +/- 0.29, N = 31961941941971. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: yolov4 - Device: OpenMP CPUP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance100200300400500SE +/- 2.02, N = 3SE +/- 5.43, N = 3SE +/- 5.29, N = 3SE +/- 0.73, N = 34804834834761. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via OpenCL, NVIDIA OptiX, and NVIDIA CUDA is supported. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: CPU-OnlyP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance20406080100SE +/- 0.44, N = 3SE +/- 0.34, N = 3SE +/- 0.55, N = 3SE +/- 0.20, N = 3107.73105.10107.39104.51

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation. The current Linux support is limited to running on CPUs. This test profile is measuring the average inference time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet QuantP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance9K18K27K36K45KSE +/- 711.79, N = 12SE +/- 117.93, N = 3SE +/- 352.77, N = 3SE +/- 61.65, N = 341126.833656.335239.033581.3

Rodinia

Rodinia is a suite focused upon accelerating compute-intensive applications with accelerators. CUDA, OpenMP, and OpenCL parallel models are supported by the included applications. This profile utilizes select OpenCL, NVIDIA CUDA and OpenMP test binaries at the moment. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP HotSpot3DP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance20406080100SE +/- 0.44, N = 3SE +/- 0.01, N = 3SE +/- 0.27, N = 3SE +/- 0.52, N = 3104.34104.19104.18104.091. (CXX) g++ options: -O2 -lOpenCL

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 250 - Mode: Read Write - Average LatencyP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance3691215SE +/- 0.071, N = 3SE +/- 0.023, N = 3SE +/- 0.017, N = 3SE +/- 0.023, N = 310.7233.7743.8143.7911. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 250 - Mode: Read WriteP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance14K28K42K56K70KSE +/- 156.62, N = 3SE +/- 391.43, N = 3SE +/- 301.39, N = 3SE +/- 405.25, N = 3234116649365726661861. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 100 - Mode: Read Write - Average LatencyP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance0.96371.92742.89113.85484.8185SE +/- 0.009, N = 3SE +/- 0.007, N = 3SE +/- 0.035, N = 3SE +/- 0.004, N = 34.2831.5882.7401.5941. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 100 - Mode: Read WriteP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance14K28K42K56K70KSE +/- 51.95, N = 3SE +/- 272.63, N = 3SE +/- 464.84, N = 3SE +/- 148.39, N = 3233836304936577628261. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

Zstd Compression

This test measures the time needed to compress/decompress a sample file (a FreeBSD disk image - FreeBSD-12.2-RELEASE-amd64-memstick.img) using Zstd compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19, Long Mode - Decompression SpeedP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance6001200180024003000SE +/- 4.94, N = 15SE +/- 9.19, N = 3SE +/- 8.19, N = 6SE +/- 2.06, N = 32711.62677.92693.42713.11. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19, Long Mode - Compression SpeedP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance1122334455SE +/- 0.32, N = 15SE +/- 0.21, N = 3SE +/- 0.46, N = 6SE +/- 0.20, N = 346.749.146.148.31. (CC) gcc options: -O3 -pthread -lz -llzma

Timed Node.js Compilation

This test profile times how long it takes to build/compile Node.js itself from source. Node.js is a JavaScript run-time built from the Chrome V8 JavaScript engine while itself is written in C/C++. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 15.11Time To CompileP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance20406080100SE +/- 0.59, N = 3SE +/- 0.15, N = 3SE +/- 0.27, N = 3SE +/- 0.49, N = 3102.2090.8591.8691.08

PJSIP

PJSIP is a free and open source multimedia communication library written in C language implementing standard based protocols such as SIP, SDP, RTP, STUN, TURN, and ICE. It combines signaling protocol (SIP) with rich multimedia framework and NAT traversal functionality into high level API that is portable and suitable for almost any type of systems ranging from desktops, embedded systems, to mobile handsets. This test profile is making use of pjsip-perf with both the client/server on teh system. More details on the PJSIP benchmark at https://www.pjsip.org/high-performance-sip.htm Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgResponses Per Second, More Is BetterPJSIP 2.11Method: OPTIONS, StatelessP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance9K18K27K36K45KSE +/- 341.07, N = 9SE +/- 274.68, N = 3SE +/- 380.67, N = 7SE +/- 83.53, N = 3414214238941743423381. (CC) gcc options: -lstdc++ -lssl -lcrypto -luuid -lm -lrt -lpthread -lasound -O2

Darmstadt Automotive Parallel Heterogeneous Suite

DAPHNE is the Darmstadt Automotive Parallel HeterogeNEous Benchmark Suite with OpenCL / CUDA / OpenMP test cases for these automotive benchmarks for evaluating programming models in context to vehicle autonomous driving capabilities. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTest Cases Per Minute, More Is BetterDarmstadt Automotive Parallel Heterogeneous SuiteBackend: OpenMP - Kernel: NDT MappingP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance2004006008001000SE +/- 18.61, N = 15SE +/- 4.79, N = 3SE +/- 19.99, N = 14SE +/- 4.97, N = 3742.30924.84743.01914.701. (CXX) g++ options: -O3 -std=c++11 -fopenmp

Timed Linux Kernel Compilation

This test times how long it takes to build the Linux kernel in a default configuration (defconfig) for the architecture being tested. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.10.20Time To CompileP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance612182430SE +/- 0.38, N = 15SE +/- 0.24, N = 5SE +/- 0.19, N = 14SE +/- 0.19, N = 724.8821.4922.1921.41

Darmstadt Automotive Parallel Heterogeneous Suite

DAPHNE is the Darmstadt Automotive Parallel HeterogeNEous Benchmark Suite with OpenCL / CUDA / OpenMP test cases for these automotive benchmarks for evaluating programming models in context to vehicle autonomous driving capabilities. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTest Cases Per Minute, More Is BetterDarmstadt Automotive Parallel Heterogeneous SuiteBackend: OpenMP - Kernel: Euclidean ClusterP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance2004006008001000SE +/- 7.84, N = 15SE +/- 2.39, N = 3SE +/- 9.84, N = 15SE +/- 1.25, N = 3831.331020.77884.751021.621. (CXX) g++ options: -O3 -std=c++11 -fopenmp

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via OpenCL, NVIDIA OptiX, and NVIDIA CUDA is supported. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: CPU-OnlyP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance1632486480SE +/- 0.08, N = 3SE +/- 0.04, N = 3SE +/- 0.13, N = 3SE +/- 0.15, N = 372.1771.2772.2471.22

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 6, LosslessP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance918273645SE +/- 0.28, N = 15SE +/- 0.22, N = 3SE +/- 0.41, N = 3SE +/- 0.20, N = 337.4730.3531.9930.011. (CXX) g++ options: -O3 -fPIC -lm

PJSIP

PJSIP is a free and open source multimedia communication library written in C language implementing standard based protocols such as SIP, SDP, RTP, STUN, TURN, and ICE. It combines signaling protocol (SIP) with rich multimedia framework and NAT traversal functionality into high level API that is portable and suitable for almost any type of systems ranging from desktops, embedded systems, to mobile handsets. This test profile is making use of pjsip-perf with both the client/server on teh system. More details on the PJSIP benchmark at https://www.pjsip.org/high-performance-sip.htm Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgResponses Per Second, More Is BetterPJSIP 2.11Method: OPTIONS, StatefulP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance2K4K6K8K10KSE +/- 31.56, N = 3SE +/- 0.58, N = 3SE +/- 13.93, N = 3SE +/- 6.00, N = 33769103623797104091. (CC) gcc options: -lstdc++ -lssl -lcrypto -luuid -lm -lrt -lpthread -lasound -O2

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 6 Realtime - Input: Bosphorus 4KP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance510152025SE +/- 0.07, N = 3SE +/- 0.11, N = 3SE +/- 0.02, N = 3SE +/- 0.23, N = 37.3819.095.8619.201. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation. The current Linux support is limited to running on CPUs. This test profile is measuring the average inference time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2P-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance120K240K360K480K600KSE +/- 1289.77, N = 3SE +/- 2262.00, N = 3SE +/- 1875.50, N = 3SE +/- 491.89, N = 3572065572149571632572679

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4P-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance150K300K450K600K750KSE +/- 5220.61, N = 3SE +/- 2267.77, N = 3SE +/- 2013.17, N = 3SE +/- 6399.11, N = 3682153663707672254677421

OpenFOAM

OpenFOAM is the leading free, open source software for computational fluid dynamics (CFD). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 8Input: Motorbike 30MP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance48121620SE +/- 0.06, N = 3SE +/- 0.15, N = 15SE +/- 0.14, N = 7SE +/- 0.01, N = 314.9214.7915.0714.491. (CXX) g++ options: -std=c++11 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -ldynamicMesh -ldecompose -lgenericPatchFields -lmetisDecomp -lscotchDecomp -llagrangian -lregionModels -lOpenFOAM -ldl -lm

Timed Godot Game Engine Compilation

This test times how long it takes to compile the Godot Game Engine. Godot is a popular, open-source, cross-platform 2D/3D game engine and is built using the SCons build system and targeting the X11 platform. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 3.2.3Time To CompileP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance20406080100SE +/- 0.95, N = 3SE +/- 0.18, N = 3SE +/- 0.49, N = 3SE +/- 0.28, N = 375.6148.1653.0048.65

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 4KP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance1428425670SE +/- 0.22, N = 3SE +/- 0.27, N = 5SE +/- 0.16, N = 15SE +/- 0.43, N = 523.5961.0621.7261.271. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

OpenVKL

OpenVKL is the Intel Open Volume Kernel Library that offers high-performance volume computation kernels and part of the Intel oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkStructuredVolumeP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance20M40M60M80M100MSE +/- 799905.44, N = 4SE +/- 57856.16, N = 3SE +/- 444572.22, N = 3SE +/- 497134.18, N = 37197443810605645877997628106704641MIN: 1304623 / MAX: 672770484MIN: 1396156 / MAX: 908416224MIN: 1380198 / MAX: 693620172MIN: 1343151 / MAX: 909146052

Stockfish

This is a test of Stockfish, an advanced open-source C++11 chess benchmark that can scale up to 512 CPU threads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 13Total TimeP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance40M80M120M160M200MSE +/- 1103002.46, N = 3SE +/- 1592768.45, N = 3SE +/- 1451422.61, N = 15SE +/- 2150017.23, N = 31770311221771314281754461821786294741. (CXX) g++ options: -lgcov -m64 -lpthread -fno-exceptions -std=c++17 -fprofile-use -fno-peel-loops -fno-tracer -pedantic -O3 -msse -msse3 -mpopcnt -mavx2 -mavx512f -mavx512bw -mavx512vnni -mavx512dq -mavx512vl -msse4.1 -mssse3 -msse2 -mbmi2 -flto -flto=jobserver

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path TracerP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance3691215SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 310.4210.4510.3810.42MIN: 7.69 / MAX: 10.64MIN: 7.94 / MAX: 10.75MIN: 7.69 / MAX: 10.53MIN: 7.14 / MAX: 10.64

Rodinia

Rodinia is a suite focused upon accelerating compute-intensive applications with accelerators. CUDA, OpenMP, and OpenCL parallel models are supported by the included applications. This profile utilizes select OpenCL, NVIDIA CUDA and OpenMP test binaries at the moment. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LavaMDP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance918273645SE +/- 0.23, N = 3SE +/- 0.13, N = 3SE +/- 0.18, N = 3SE +/- 0.47, N = 339.8239.4239.2039.751. (CXX) g++ options: -O2 -lOpenCL

Zstd Compression

This test measures the time needed to compress/decompress a sample file (a FreeBSD disk image - FreeBSD-12.2-RELEASE-amd64-memstick.img) using Zstd compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 8, Long Mode - Compression Speedintel_cpufreq performanceP-State powersaveP-State performanceintel_cpufreq schedutil2004006008001000SE +/- 2.28, N = 3SE +/- 0.62, N = 3SE +/- 4.09, N = 3SE +/- 2.96, N = 31015.8296.01011.9311.71. (CC) gcc options: -O3 -pthread -lz -llzma

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 FastP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance918273645SE +/- 0.04, N = 3SE +/- 0.07, N = 4SE +/- 0.02, N = 3SE +/- 0.07, N = 413.2638.2111.3038.261. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Liquid-DSP

LiquidSDR's Liquid-DSP is a software-defined radio (SDR) digital signal processing library. This test profile runs a multi-threaded benchmark of this SDR/DSP library focused on embedded platform usage. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 64 - Buffer Length: 256 - Filter Length: 57P-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance700M1400M2100M2800M3500MSE +/- 19182283.49, N = 3SE +/- 5500404.03, N = 3SE +/- 69564540.69, N = 12SE +/- 8774394.57, N = 330299000003066133333300312500030726000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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: Ultra FastP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance1122334455SE +/- 0.14, N = 3SE +/- 0.31, N = 15SE +/- 0.06, N = 3SE +/- 0.56, N = 423.0346.3120.5346.341. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.DP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance2K4K6K8K10KSE +/- 65.72, N = 3SE +/- 60.08, N = 13SE +/- 22.19, N = 3SE +/- 38.79, N = 48620.978920.108634.308938.091. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.1.0

GROMACS

The GROMACS (GROningen MAchine for Chemical Simulations) molecular dynamics package testing with the water_GMX50 data. This test profile allows selecting between CPU and GPU-based GROMACS builds. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2021.2Implementation: MPI CPU - Input: water_GMX50_bareP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance3691215SE +/- 0.038, N = 3SE +/- 0.048, N = 3SE +/- 0.035, N = 3SE +/- 0.011, N = 38.9999.0529.0429.1021. (CXX) g++ options: -O3 -pthread

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via OpenCL, NVIDIA OptiX, and NVIDIA CUDA is supported. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: CPU-OnlyP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance714212835SE +/- 0.03, N = 3SE +/- 0.11, N = 3SE +/- 0.27, N = 3SE +/- 0.15, N = 329.7228.4029.2528.28

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 10, LosslessP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance246810SE +/- 0.141, N = 15SE +/- 0.031, N = 6SE +/- 0.124, N = 15SE +/- 0.040, N = 68.8337.2488.4867.2761. (CXX) g++ options: -O3 -fPIC -lm

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 4KP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance1122334455SE +/- 0.02, N = 3SE +/- 0.30, N = 4SE +/- 0.03, N = 3SE +/- 0.52, N = 417.0748.6215.9048.911. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

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.3840x2160P-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance0.65931.31861.97792.63723.2965SE +/- 0.00, N = 4SE +/- 0.01, N = 5SE +/- 0.03, N = 15SE +/- 0.00, N = 52.852.932.782.93

Rodinia

Rodinia is a suite focused upon accelerating compute-intensive applications with accelerators. CUDA, OpenMP, and OpenCL parallel models are supported by the included applications. This profile utilizes select OpenCL, NVIDIA CUDA and OpenMP test binaries at the moment. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP StreamclusterP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance246810SE +/- 0.058, N = 15SE +/- 0.078, N = 15SE +/- 0.044, N = 6SE +/- 0.076, N = 67.7107.8167.7127.7271. (CXX) g++ options: -O2 -lOpenCL

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVisP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance20406080100SE +/- 0.00, N = 3SE +/- 0.00, N = 390.91100.0090.91100.00MIN: 58.82 / MAX: 100MIN: 62.5 / MAX: 111.11MIN: 47.62 / MAX: 100MIN: 55.56 / MAX: 111.11

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path TracerP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance3691215SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 310.3810.3110.3110.31MIN: 8.06 / MAX: 10.53MIN: 8.33 / MAX: 10.75MIN: 7.75 / MAX: 10.53MIN: 8.26 / MAX: 10.75

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 4KP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance1326395265SE +/- 0.20, N = 3SE +/- 0.24, N = 4SE +/- 0.47, N = 3SE +/- 0.31, N = 430.5556.8935.4856.751. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie

NAMD

NAMD is a parallel molecular dynamics code designed for high-performance simulation of large biomolecular systems. NAMD was developed by the Theoretical and Computational Biophysics Group in the Beckman Institute for Advanced Science and Technology at the University of Illinois at Urbana-Champaign. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance0.06130.12260.18390.24520.3065SE +/- 0.00040, N = 3SE +/- 0.00055, N = 3SE +/- 0.00043, N = 3SE +/- 0.00021, N = 30.270930.271680.272270.27051

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: RTLightmap.hdr.4096x4096P-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq 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

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 Dragon ObjP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance20406080100SE +/- 0.41, N = 3SE +/- 0.48, N = 3SE +/- 0.38, N = 3SE +/- 0.14, N = 387.2189.0987.9989.49MIN: 69.09 / MAX: 97.86MIN: 70.73 / MAX: 97.89MIN: 70.3 / MAX: 98.24MIN: 71.05 / MAX: 98.17

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: BT.CP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance40K80K120K160K200KSE +/- 416.58, N = 4SE +/- 313.16, N = 4SE +/- 322.38, N = 4SE +/- 230.36, N = 4191166.41197815.31191705.02197821.881. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.1.0

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVisP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance510152025SE +/- 0.00, N = 4SE +/- 0.00, N = 4SE +/- 0.00, N = 4SE +/- 0.00, N = 418.8718.8718.8718.87MIN: 13.7 / MAX: 19.23MIN: 13.89 / MAX: 19.61MIN: 12.2 / MAX: 19.23MIN: 12.99 / MAX: 19.61

Liquid-DSP

LiquidSDR's Liquid-DSP is a software-defined radio (SDR) digital signal processing library. This test profile runs a multi-threaded benchmark of this SDR/DSP library focused on embedded platform usage. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 160 - Buffer Length: 256 - Filter Length: 57P-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance700M1400M2100M2800M3500MSE +/- 12922117.13, N = 3SE +/- 2605762.84, N = 3SE +/- 1071343.91, N = 3SE +/- 5955109.85, N = 330739333333085100000308253333330967000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 128 - Buffer Length: 256 - Filter Length: 57P-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance700M1400M2100M2800M3500MSE +/- 10910901.79, N = 3SE +/- 6806124.69, N = 3SE +/- 4817445.15, N = 3SE +/- 5329477.77, N = 332701333333293000000329146666732934000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient CPUP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance246810SE +/- 0.067, N = 15SE +/- 0.068, N = 15SE +/- 0.088, N = 15SE +/- 0.128, N = 154.2926.1316.4544.0051. (CXX) g++ options: -rdynamic

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.CP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance20K40K60K80K100KSE +/- 139.83, N = 3SE +/- 159.72, N = 4SE +/- 142.93, N = 3SE +/- 55.17, N = 491313.6091817.7691642.3391830.561. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.1.0

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: IS.DP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance6001200180024003000SE +/- 29.00, N = 4SE +/- 15.07, N = 4SE +/- 32.51, N = 4SE +/- 5.86, N = 42999.723014.772926.262978.521. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.1.0

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 CPUP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance10002000300040005000SE +/- 10.80, N = 4SE +/- 24.52, N = 4SE +/- 36.10, N = 4SE +/- 11.74, N = 44538.694539.994510.294574.831. (CXX) g++ options: -rdynamic

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 10P-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance1.17112.34223.51334.68445.8555SE +/- 0.099, N = 15SE +/- 0.014, N = 8SE +/- 0.066, N = 15SE +/- 0.013, N = 85.2054.3415.1344.3401. (CXX) g++ options: -O3 -fPIC -lm

Timed Mesa Compilation

This test profile times how long it takes to compile Mesa with Meson/Ninja. For minimizing build dependencies and avoid versioning conflicts, test this is just the core Mesa build without LLVM or the extra Gallium3D/Mesa drivers enabled. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Mesa Compilation 21.0Time To CompileP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance510152025SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 318.9818.5018.7518.52

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.ldr_alb_nrm.3840x2160P-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance0.65931.31861.97792.63723.2965SE +/- 0.01, N = 4SE +/- 0.01, N = 5SE +/- 0.02, N = 4SE +/- 0.01, N = 52.872.932.882.93

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path TracerP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance714212835SE +/- 0.00, N = 5SE +/- 0.00, N = 5SE +/- 0.00, N = 5SE +/- 0.00, N = 527.7827.7827.7827.78MIN: 15.87 / MAX: 29.41MIN: 17.54 / MAX: 29.41MIN: 16.95 / MAX: 28.57MIN: 17.54 / MAX: 29.41

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: CrownP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance1632486480SE +/- 0.21, N = 5SE +/- 0.18, N = 5SE +/- 0.18, N = 5SE +/- 0.34, N = 566.5374.0667.7574.24MIN: 59.75 / MAX: 87.7MIN: 64.5 / MAX: 94.28MIN: 60.74 / MAX: 88.34MIN: 64.44 / MAX: 93.9

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.CP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance40K80K120K160K200KSE +/- 1423.68, N = 4SE +/- 364.13, N = 4SE +/- 196.76, N = 4SE +/- 495.98, N = 4174911.02187300.47177878.68186973.061. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.1.0

Xcompact3d Incompact3d

Xcompact3d Incompact3d is a Fortran-MPI based, finite difference high-performance code for solving the incompressible Navier-Stokes equation and as many as you need scalar transport equations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: input.i3d 193 Cells Per DirectionP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance3691215SE +/- 0.03, N = 4SE +/- 0.05, N = 4SE +/- 0.01, N = 4SE +/- 0.02, N = 411.1911.0611.2111.061. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz

Rodinia

Rodinia is a suite focused upon accelerating compute-intensive applications with accelerators. CUDA, OpenMP, and OpenCL parallel models are supported by the included applications. This profile utilizes select OpenCL, NVIDIA CUDA and OpenMP test binaries at the moment. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP CFD SolverP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance1.08612.17223.25834.34445.4305SE +/- 0.041, N = 15SE +/- 0.036, N = 8SE +/- 0.014, N = 8SE +/- 0.019, N = 84.8274.7464.7104.7291. (CXX) g++ options: -O2 -lOpenCL

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 1080pP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance100200300400500SE +/- 1.53, N = 7SE +/- 4.77, N = 15SE +/- 2.47, N = 15SE +/- 3.11, N = 13206.54453.67260.25457.021. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

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 DragonP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance20406080100SE +/- 0.79, N = 6SE +/- 0.42, N = 6SE +/- 0.80, N = 6SE +/- 0.56, N = 6106.62107.63102.70106.17MIN: 84.26 / MAX: 112.87MIN: 88.63 / MAX: 112.78MIN: 81.43 / MAX: 111.73MIN: 84.09 / MAX: 112.29

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: VMAF Optimized - Input: Bosphorus 1080pP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance100200300400500SE +/- 1.16, N = 7SE +/- 2.03, N = 10SE +/- 2.52, N = 15SE +/- 2.50, N = 10210.92460.44262.78464.711. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

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 1080pP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance70140210280350SE +/- 1.49, N = 8SE +/- 0.58, N = 10SE +/- 1.34, N = 15SE +/- 1.23, N = 10168.38305.77193.80309.131. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVisP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance306090120150SE +/- 0.00, N = 8SE +/- 1.64, N = 15SE +/- 0.00, N = 8SE +/- 1.26, N = 15111.11114.81111.11112.96MIN: 22.22MIN: 24.39 / MAX: 125MIN: 22.73MIN: 26.32 / MAX: 125

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: FT.CP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance20K40K60K80K100KSE +/- 842.11, N = 7SE +/- 83.85, N = 7SE +/- 807.72, N = 7SE +/- 63.65, N = 790989.73100543.7291970.99100763.111. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.1.0

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: CG.CP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance9K18K27K36K45KSE +/- 83.38, N = 7SE +/- 113.89, N = 8SE +/- 42.28, N = 8SE +/- 69.22, N = 839485.7240261.2639430.6640226.021. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.1.0

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

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

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.BP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance30K60K90K120K150KSE +/- 480.22, N = 8SE +/- 134.33, N = 9SE +/- 203.66, N = 8SE +/- 133.35, N = 9114946.46123544.09115501.41123176.721. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.1.0

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.CP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance17003400510068008500SE +/- 109.82, N = 12SE +/- 165.19, N = 15SE +/- 121.94, N = 15SE +/- 128.21, N = 156051.907610.186157.587705.441. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.1.0

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: 10 - Input: Bosphorus 1080pP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance120240360480600SE +/- 1.12, N = 9SE +/- 0.97, N = 11SE +/- 3.58, N = 15SE +/- 1.99, N = 11258.65576.99345.48574.881. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.CP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance30K60K90K120K150KSE +/- 333.81, N = 10SE +/- 89.79, N = 10SE +/- 233.06, N = 10SE +/- 209.39, N = 10116754.16120084.27117869.49120124.051. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.1.0

CPU Temperature Monitor

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

CPU Power Consumption Monitor

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

CPU Peak Freq (Highest CPU Core Frequency) Monitor

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

Geometric Mean Of All Test Results

OpenBenchmarking.orgGeometric Mean, More Is BetterGeometric Mean Of All Test ResultsResult Composite - Xeon Scalable Ice Lake P-State GovernorP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance50100150200250177.93225.06190.19226.10

104 Results Shown

WRF
Quantum ESPRESSO
OpenVKL
NWChem
OpenVKL
ONNX Runtime
PostgreSQL pgbench:
  1000 - 250 - Read Only - Average Latency
  1000 - 250 - Read Only
Darmstadt Automotive Parallel Heterogeneous Suite
ONNX Runtime
RELION
AOM AV1
Xcompact3d Incompact3d
LAMMPS Molecular Dynamics Simulator
Rodinia
ONNX Runtime
PostgreSQL pgbench:
  1000 - 100 - Read Only - Average Latency
  1000 - 100 - Read Only
OpenVKL
PJSIP
Timed LLVM Compilation
High Performance Conjugate Gradient
OpenFOAM
Zstd Compression:
  19 - Decompression Speed
  19 - Compression Speed
Timed LLVM Compilation
ONNX Runtime:
  fcn-resnet101-11 - OpenMP CPU
  yolov4 - OpenMP CPU
Blender
TensorFlow Lite
Rodinia
PostgreSQL pgbench:
  1000 - 250 - Read Write - Average Latency
  1000 - 250 - Read Write
  1000 - 100 - Read Write - Average Latency
  1000 - 100 - Read Write
Zstd Compression:
  19, Long Mode - Decompression Speed
  19, Long Mode - Compression Speed
Timed Node.js Compilation
PJSIP
Darmstadt Automotive Parallel Heterogeneous Suite
Timed Linux Kernel Compilation
Darmstadt Automotive Parallel Heterogeneous Suite
Blender
libavif avifenc
PJSIP
AOM AV1
TensorFlow Lite:
  Inception ResNet V2
  Inception V4
OpenFOAM
Timed Godot Game Engine Compilation
AOM AV1
OpenVKL
Stockfish
OSPray
Rodinia
Zstd Compression
Kvazaar
Liquid-DSP
Kvazaar
NAS Parallel Benchmarks
GROMACS
Blender
libavif avifenc
AOM AV1
Intel Open Image Denoise
Rodinia
OSPray:
  San Miguel - SciVis
  XFrog Forest - Path Tracer
SVT-AV1
NAMD
Intel Open Image Denoise
Embree
NAS Parallel Benchmarks
OSPray
Liquid-DSP:
  160 - 256 - 57
  128 - 256 - 57
ArrayFire
NAS Parallel Benchmarks:
  SP.C
  IS.D
ArrayFire
libavif avifenc
Timed Mesa Compilation
Intel Open Image Denoise
OSPray
Embree
NAS Parallel Benchmarks
Xcompact3d Incompact3d
Rodinia
SVT-VP9
Embree
SVT-VP9
SVT-HEVC
OSPray
NAS Parallel Benchmarks:
  FT.C
  CG.C
OSPray
NAS Parallel Benchmarks:
  SP.B
  EP.C
SVT-HEVC
NAS Parallel Benchmarks
CPU Temperature Monitor:
  Phoronix Test Suite System Monitoring:
    Celsius
    Watts
    Megahertz
  Result Composite - Xeon Scalable Ice Lake P-State Governor:
    Geometric Mean