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 GradientLAMMPS Molecular Dynamics SimulatorGROMACSP.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 Governornpb: BT.Cnpb: EP.Cnpb: EP.Dnpb: FT.Cnpb: LU.Cnpb: SP.Bnpb: SP.Cnpb: IS.Dnpb: MG.Cnpb: CG.Copenfoam: Motorbike 30Mopenfoam: Motorbike 60Mwrf: conus 2.5kmincompact3d: input.i3d 193 Cells Per Directionincompact3d: X3D-benchmarking input.i3darrayfire: BLAS CPUarrayfire: Conjugate Gradient CPUhpcg: lammps: 20k Atomsnamd: ATPase Simulation - 327,506 Atomsgromacs: MPI CPU - water_GMX50_bareonnx: yolov4 - OpenMP CPUonnx: fcn-resnet101-11 - OpenMP CPUonnx: shufflenet-v2-10 - OpenMP CPUonnx: super-resolution-10 - OpenMP CPUonnx: bertsquad-10 - OpenMP CPUqe: AUSURF112daphne: OpenMP - Euclidean Clusterdaphne: OpenMP - NDT Mappingdaphne: OpenMP - Points2Imagerelion: Basic - CPUtensorflow-lite: Mobilenet Quanttensorflow-lite: Inception ResNet V2tensorflow-lite: Inception V4rodinia: OpenMP CFD Solverrodinia: OpenMP LavaMDrodinia: OpenMP Leukocyterodinia: OpenMP Streamclusterrodinia: OpenMP HotSpot3Dsvt-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 4Kcompress-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 Speedospray: Magnetic Reconnection - SciVisospray: XFrog Forest - SciVisospray: XFrog Forest - Path Tracerospray: NASA Streamlines - SciVisospray: NASA Streamlines - Path Tracerospray: San Miguel - SciVisospray: San Miguel - Path Tracerembree: Pathtracer ISPC - Asian Dragonembree: Pathtracer ISPC - Asian Dragon Objembree: Pathtracer ISPC - Crownoidn: RT.hdr_alb_nrm.3840x2160oidn: RT.ldr_alb_nrm.3840x2160oidn: RTLightmap.hdr.4096x4096openvkl: vklBenchmarkopenvkl: vklBenchmarkStructuredVolumeopenvkl: vklBenchmarkUnstructuredVolumeopenvkl: vklBenchmarkVdbVolumekvazaar: Bosphorus 4K - Very Fastkvazaar: Bosphorus 4K - Ultra Fastavifenc: 6, Losslessavifenc: 10avifenc: 10, Losslesspjsip: OPTIONS, Statefulpjsip: OPTIONS, Statelesspjsip: INVITEbuild-godot: Time To Compilebuild-linux-kernel: Time To Compilebuild-mesa: Time To Compilebuild-llvm: Ninjabuild-llvm: Unix Makefilesbuild-nodejs: Time To Compileliquid-dsp: 64 - 256 - 57liquid-dsp: 128 - 256 - 57liquid-dsp: 160 - 256 - 57blender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyblender: Barbershop - CPU-Onlypgbench: 1000 - 100 - Read Writepgbench: 1000 - 100 - Read Write - Average Latencypgbench: 1000 - 100 - Read Onlypgbench: 1000 - 100 - Read Only - Average Latencypgbench: 1000 - 250 - Read Writepgbench: 1000 - 250 - Read Write - Average Latencypgbench: 1000 - 250 - Read Onlypgbench: 1000 - 250 - Read Only - Average Latencystockfish: Total Timenwchem: C240 BuckyballP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance191166.416051.908620.9790989.73174911.02114946.4691313.602999.72116754.1639485.7214.92105.039892.4211.1916566290.4111024538.694.29240.135935.4950.270938.999480196821268985091106.69831.33742.306634.58350.26641126.85720656821534.82739.81569.0497.710104.33930.546168.38258.65206.54210.9223.5917.077.383.94296.082.72563.246.72711.6111.1118.8710.3812527.7890.9110.42106.621987.209266.52512.852.871.386707197443817572692172232613.2623.0337.4695.2058.833376941421254875.61224.88118.983129.272199.398102.19730299000003270133333307393333329.7272.17107.73233834.2833933290.2562341110.7239064340.2771770311221882.3197815.317610.188920.10100543.72187300.47123544.0991817.763014.77120084.2740261.2614.79104.769885.55611.0554509290.1433314539.996.13140.647135.8250.271689.052483194839266264771178.521020.77924.8413527.238996430349.99333656.35721496637074.74639.42346.3587.816104.18556.887305.77576.99453.67460.4461.0648.6219.099.691011.986.72561.849.12677.9114.8118.8710.31142.8627.7810010.45107.630789.089574.05512.932.931.4081110605645818038402999653938.2146.3130.3454.3417.2481036242389539348.15721.48618.497127.321190.68590.85030661333333293000000308510000028.4071.27105.10630491.58812367130.081664933.7749241900.2711771314281888.2191705.026157.588634.3091970.99177878.68115501.4191642.332926.26117869.4939430.6615.07105.109889.90711.2054179290.4166974510.296.45440.065935.7920.272279.042483194833467565041156.49884.75743.017077.76349.43635239.05716326722544.71039.19963.2867.712104.18435.480193.80345.48260.25262.7821.7215.905.864.00311.781.52594.746.12693.4111.1118.8710.3112527.7890.9110.38102.704387.992767.75402.782.881.387187799762817480172359924911.3020.5331.9875.1348.486379741743254053.00122.19018.754127.688191.17391.85730031250003291466667308253333329.2572.24107.39365772.74012285700.081657263.8148853790.2851754461821880197821.887705.448938.09100763.11186973.06123176.7291830.562978.52120124.0540226.0214.49104.279875.26411.0561748289.9755864574.834.00540.831135.8490.270519.102476197838069555031175.691021.62914.7013249.678695875349.02833581.35726796774214.72939.74647.1057.727104.08856.750309.13574.88457.02464.7161.2748.9119.2010.011015.883.12609.748.32713.1112.9618.8710.31142.8627.7810010.42106.173689.490574.24202.932.931.4082110670464118096673001631838.2646.3430.0144.3407.2761040942338541648.65121.41018.517127.332191.80191.08130726000003293400000309670000028.2871.22104.51628261.59412319830.081661863.7918764620.2881786294741882.2OpenBenchmarking.org

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.Cintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance40K80K120K160K200KSE +/- 322.38, N = 4SE +/- 230.36, N = 4SE +/- 416.58, N = 4SE +/- 313.16, N = 4191705.02197821.88191166.41197815.311. (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.Cintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance17003400510068008500SE +/- 121.94, N = 15SE +/- 128.21, N = 15SE +/- 109.82, N = 12SE +/- 165.19, N = 156157.587705.446051.907610.181. (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.Dintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance2K4K6K8K10KSE +/- 22.19, N = 3SE +/- 38.79, N = 4SE +/- 65.72, N = 3SE +/- 60.08, N = 138634.308938.098620.978920.101. (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: FT.Cintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance20K40K60K80K100KSE +/- 807.72, N = 7SE +/- 63.65, N = 7SE +/- 842.11, N = 7SE +/- 83.85, N = 791970.99100763.1190989.73100543.721. (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: LU.Cintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance40K80K120K160K200KSE +/- 196.76, N = 4SE +/- 495.98, N = 4SE +/- 1423.68, N = 4SE +/- 364.13, N = 4177878.68186973.06174911.02187300.471. (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: SP.Bintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance30K60K90K120K150KSE +/- 203.66, N = 8SE +/- 133.35, N = 9SE +/- 480.22, N = 8SE +/- 134.33, N = 9115501.41123176.72114946.46123544.091. (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

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.Cintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance20K40K60K80K100KSE +/- 142.93, N = 3SE +/- 55.17, N = 4SE +/- 139.83, N = 3SE +/- 159.72, N = 491642.3391830.5691313.6091817.761. (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.Dintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance6001200180024003000SE +/- 32.51, N = 4SE +/- 5.86, N = 4SE +/- 29.00, N = 4SE +/- 15.07, N = 42926.262978.522999.723014.771. (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: MG.Cintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance30K60K90K120K150KSE +/- 233.06, N = 10SE +/- 209.39, N = 10SE +/- 333.81, N = 10SE +/- 89.79, N = 10117869.49120124.05116754.16120084.271. (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.Cintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance9K18K27K36K45KSE +/- 42.28, N = 8SE +/- 69.22, N = 8SE +/- 83.38, N = 7SE +/- 113.89, N = 839430.6640226.0239485.7240261.261. (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

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 30Mintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance48121620SE +/- 0.14, N = 7SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.15, N = 1515.0714.4914.9214.791. (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

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 8Input: Motorbike 60Mintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance20406080100SE +/- 0.38, N = 3SE +/- 0.16, N = 3SE +/- 0.19, N = 3SE +/- 0.09, N = 3105.10104.27105.03104.761. (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

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 2.5kmintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance2K4K6K8K10K9889.919875.269892.429885.561. (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

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 Directionintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance3691215SE +/- 0.01, N = 4SE +/- 0.02, N = 4SE +/- 0.03, N = 4SE +/- 0.05, N = 411.2111.0611.1911.061. (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

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: X3D-benchmarking input.i3dintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance60120180240300SE +/- 0.11, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.01, N = 3290.42289.98290.41290.141. (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

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.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient CPUintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance246810SE +/- 0.088, N = 15SE +/- 0.128, N = 15SE +/- 0.067, N = 15SE +/- 0.068, N = 156.4544.0054.2926.1311. (CXX) g++ options: -rdynamic

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

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 Atomsintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance816243240SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 335.7935.8535.5035.831. (CXX) g++ options: -O3 -pthread -lm

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 Atomsintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance0.06130.12260.18390.24520.3065SE +/- 0.00043, N = 3SE +/- 0.00021, N = 3SE +/- 0.00040, N = 3SE +/- 0.00055, N = 30.272270.270510.270930.27168

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_bareintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance3691215SE +/- 0.035, N = 3SE +/- 0.011, N = 3SE +/- 0.038, N = 3SE +/- 0.048, N = 39.0429.1028.9999.0521. (CXX) g++ options: -O3 -pthread

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: 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: 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: 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: bertsquad-10 - Device: OpenMP CPUintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance110220330440550SE +/- 8.53, N = 12SE +/- 6.15, N = 12SE +/- 10.98, N = 9SE +/- 2.17, N = 35045035094771. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

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: AUSURF112intel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance30060090012001500SE +/- 22.92, N = 9SE +/- 17.96, N = 9SE +/- 19.34, N = 9SE +/- 1.74, N = 31156.491175.691106.691178.521. (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

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 Clusterintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance2004006008001000SE +/- 9.84, N = 15SE +/- 1.25, N = 3SE +/- 7.84, N = 15SE +/- 2.39, N = 3884.751021.62831.331020.771. (CXX) g++ options: -O3 -std=c++11 -fopenmp

OpenBenchmarking.orgTest Cases Per Minute, More Is BetterDarmstadt Automotive Parallel Heterogeneous SuiteBackend: OpenMP - Kernel: NDT Mappingintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance2004006008001000SE +/- 19.99, N = 14SE +/- 4.97, N = 3SE +/- 18.61, N = 15SE +/- 4.79, N = 3743.01914.70742.30924.841. (CXX) g++ options: -O3 -std=c++11 -fopenmp

OpenBenchmarking.orgTest Cases Per Minute, More Is BetterDarmstadt Automotive Parallel Heterogeneous SuiteBackend: OpenMP - Kernel: Points2Imageintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance3K6K9K12K15KSE +/- 115.67, N = 12SE +/- 100.42, N = 15SE +/- 86.30, N = 3SE +/- 114.27, N = 157077.7613249.686634.5813527.241. (CXX) g++ options: -O3 -std=c++11 -fopenmp

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: CPUintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance80160240320400SE +/- 1.38, N = 3SE +/- 1.39, N = 3SE +/- 1.16, N = 3SE +/- 1.34, N = 3349.44349.03350.27349.991. (CXX) g++ options: -fopenmp -std=c++0x -O3 -rdynamic -ldl -ltiff -lfftw3f -lfftw3 -lpng -pthread -lmpi_cxx -lmpi

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 Quantintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance9K18K27K36K45KSE +/- 352.77, N = 3SE +/- 61.65, N = 3SE +/- 711.79, N = 12SE +/- 117.93, N = 335239.033581.341126.833656.3

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2intel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance120K240K360K480K600KSE +/- 1875.50, N = 3SE +/- 491.89, N = 3SE +/- 1289.77, N = 3SE +/- 2262.00, N = 3571632572679572065572149

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4intel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance150K300K450K600K750KSE +/- 2013.17, N = 3SE +/- 6399.11, N = 3SE +/- 5220.61, N = 3SE +/- 2267.77, N = 3672254677421682153663707

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 Solverintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance1.08612.17223.25834.34445.4305SE +/- 0.014, N = 8SE +/- 0.019, N = 8SE +/- 0.041, N = 15SE +/- 0.036, N = 84.7104.7294.8274.7461. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LavaMDintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance918273645SE +/- 0.18, N = 3SE +/- 0.47, N = 3SE +/- 0.23, N = 3SE +/- 0.13, N = 339.2039.7539.8239.421. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP Leukocyteintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance1530456075SE +/- 1.35, N = 15SE +/- 0.69, N = 15SE +/- 0.69, N = 6SE +/- 0.64, N = 1263.2947.1169.0546.361. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP Streamclusterintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance246810SE +/- 0.044, N = 6SE +/- 0.076, N = 6SE +/- 0.058, N = 15SE +/- 0.078, N = 157.7127.7277.7107.8161. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP HotSpot3Dintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance20406080100SE +/- 0.27, N = 3SE +/- 0.52, N = 3SE +/- 0.44, N = 3SE +/- 0.01, N = 3104.18104.09104.34104.191. (CXX) g++ options: -O2 -lOpenCL

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

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: 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

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: 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

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 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 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 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

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 schedutilintel_cpufreq performanceP-State powersaveP-State performance2004006008001000SE +/- 2.96, N = 3SE +/- 5.29, N = 3SE +/- 0.62, N = 3SE +/- 4.09, N = 3311.71018.6296.01011.91. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19 - Compression Speedintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance20406080100SE +/- 0.75, N = 15SE +/- 0.32, N = 3SE +/- 0.55, N = 3SE +/- 0.75, N = 1581.583.182.786.71. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19 - Decompression Speedintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance6001200180024003000SE +/- 4.60, N = 15SE +/- 4.37, N = 3SE +/- 16.96, N = 3SE +/- 5.29, N = 152594.72609.72563.22561.81. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19, Long Mode - Compression Speedintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance1122334455SE +/- 0.46, N = 6SE +/- 0.20, N = 3SE +/- 0.32, N = 15SE +/- 0.21, N = 346.148.346.749.11. (CC) gcc options: -O3 -pthread -lz -llzma

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19, Long Mode - Decompression Speedintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance6001200180024003000SE +/- 8.19, N = 6SE +/- 2.06, N = 3SE +/- 4.94, N = 15SE +/- 9.19, N = 32693.42713.12711.62677.91. (CC) gcc options: -O3 -pthread -lz -llzma

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: 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: 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: 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: 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: 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: 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: 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

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 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: 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

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.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: 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

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: vklBenchmarkintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance2004006008001000SE +/- 8.72, N = 3SE +/- 2.40, N = 3SE +/- 2.19, N = 3SE +/- 2.67, N = 3718821670811MIN: 1 / MAX: 3134MIN: 1 / MAX: 3226MIN: 1 / MAX: 2830MIN: 1 / MAX: 3166

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkStructuredVolumeintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance20M40M60M80M100MSE +/- 444572.22, N = 3SE +/- 497134.18, N = 3SE +/- 799905.44, N = 4SE +/- 57856.16, N = 37799762810670464171974438106056458MIN: 1380198 / MAX: 693620172MIN: 1343151 / MAX: 909146052MIN: 1304623 / MAX: 672770484MIN: 1396156 / MAX: 908416224

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkUnstructuredVolumeintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance400K800K1200K1600K2000KSE +/- 4960.83, N = 3SE +/- 4355.52, N = 3SE +/- 19689.28, N = 3SE +/- 8888.13, N = 31748017180966717572691803840MIN: 13879 / MAX: 5825120MIN: 24362 / MAX: 5849692MIN: 18102 / MAX: 5872318MIN: 24013 / MAX: 5810552

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkVdbVolumeintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance6M12M18M24M30MSE +/- 38895.86, N = 3SE +/- 349026.46, N = 15SE +/- 47580.68, N = 3SE +/- 268896.33, N = 1523599249300163182172232629996539MIN: 1060641 / MAX: 156949416MIN: 979586 / MAX: 253907928MIN: 1031810 / MAX: 151043112MIN: 979600 / MAX: 247803840

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: 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

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, Losslessintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance918273645SE +/- 0.41, N = 3SE +/- 0.20, N = 3SE +/- 0.28, N = 15SE +/- 0.22, N = 331.9930.0137.4730.351. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 10intel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance1.17112.34223.51334.68445.8555SE +/- 0.066, N = 15SE +/- 0.013, N = 8SE +/- 0.099, N = 15SE +/- 0.014, N = 85.1344.3405.2054.3411. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.9.0Encoder Speed: 10, Losslessintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance246810SE +/- 0.124, N = 15SE +/- 0.040, N = 6SE +/- 0.141, N = 15SE +/- 0.031, N = 68.4867.2768.8337.2481. (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, Statefulintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance2K4K6K8K10KSE +/- 13.93, N = 3SE +/- 6.00, N = 3SE +/- 31.56, N = 3SE +/- 0.58, N = 33797104093769103621. (CC) gcc options: -lstdc++ -lssl -lcrypto -luuid -lm -lrt -lpthread -lasound -O2

OpenBenchmarking.orgResponses Per Second, More Is BetterPJSIP 2.11Method: OPTIONS, Statelessintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance9K18K27K36K45KSE +/- 380.67, N = 7SE +/- 83.53, N = 3SE +/- 341.07, N = 9SE +/- 274.68, N = 3417434233841421423891. (CC) gcc options: -lstdc++ -lssl -lcrypto -luuid -lm -lrt -lpthread -lasound -O2

OpenBenchmarking.orgResponses Per Second, More Is BetterPJSIP 2.11Method: INVITEintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance12002400360048006000SE +/- 50.72, N = 15SE +/- 15.21, N = 3SE +/- 29.86, N = 15SE +/- 7.17, N = 325405416254853931. (CC) gcc options: -lstdc++ -lssl -lcrypto -luuid -lm -lrt -lpthread -lasound -O2

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 Compileintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance20406080100SE +/- 0.49, N = 3SE +/- 0.28, N = 3SE +/- 0.95, N = 3SE +/- 0.18, N = 353.0048.6575.6148.16

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 Compileintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance612182430SE +/- 0.19, N = 14SE +/- 0.19, N = 7SE +/- 0.38, N = 15SE +/- 0.24, N = 522.1921.4124.8821.49

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 Compileintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance510152025SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 318.7518.5218.9818.50

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: Ninjaintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance306090120150SE +/- 0.14, N = 3SE +/- 0.45, N = 3SE +/- 0.40, N = 3SE +/- 0.50, N = 3127.69127.33129.27127.32

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 12.0Build System: Unix Makefilesintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance4080120160200SE +/- 1.14, N = 3SE +/- 0.59, N = 3SE +/- 1.18, N = 3SE +/- 1.07, N = 3191.17191.80199.40190.69

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 Compileintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance20406080100SE +/- 0.27, N = 3SE +/- 0.49, N = 3SE +/- 0.59, N = 3SE +/- 0.15, N = 391.8691.08102.2090.85

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: 57intel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance700M1400M2100M2800M3500MSE +/- 69564540.69, N = 12SE +/- 8774394.57, N = 3SE +/- 19182283.49, N = 3SE +/- 5500404.03, N = 330031250003072600000302990000030661333331. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 128 - Buffer Length: 256 - Filter Length: 57intel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance700M1400M2100M2800M3500MSE +/- 4817445.15, N = 3SE +/- 5329477.77, N = 3SE +/- 10910901.79, N = 3SE +/- 6806124.69, N = 332914666673293400000327013333332930000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 160 - Buffer Length: 256 - Filter Length: 57intel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance700M1400M2100M2800M3500MSE +/- 1071343.91, N = 3SE +/- 5955109.85, N = 3SE +/- 12922117.13, N = 3SE +/- 2605762.84, N = 330825333333096700000307393333330851000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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-Onlyintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance714212835SE +/- 0.27, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.11, N = 329.2528.2829.7228.40

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: CPU-Onlyintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance1632486480SE +/- 0.13, N = 3SE +/- 0.15, N = 3SE +/- 0.08, N = 3SE +/- 0.04, N = 372.2471.2272.1771.27

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: CPU-Onlyintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance20406080100SE +/- 0.55, N = 3SE +/- 0.20, N = 3SE +/- 0.44, N = 3SE +/- 0.34, N = 3107.39104.51107.73105.10

PostgreSQL pgbench

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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 100 - Mode: Read Writeintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance14K28K42K56K70KSE +/- 464.84, N = 3SE +/- 148.39, N = 3SE +/- 51.95, N = 3SE +/- 272.63, N = 3365776282623383630491. (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 Latencyintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance0.96371.92742.89113.85484.8185SE +/- 0.035, N = 3SE +/- 0.004, N = 3SE +/- 0.009, N = 3SE +/- 0.007, N = 32.7401.5944.2831.5881. (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 Onlyintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance300K600K900K1200K1500KSE +/- 11834.71, N = 3SE +/- 3615.78, N = 3SE +/- 8388.30, N = 15SE +/- 5304.66, N = 31228570123198339332912367131. (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 Only - Average Latencyintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance0.05760.11520.17280.23040.288SE +/- 0.001, N = 3SE +/- 0.000, N = 3SE +/- 0.005, N = 15SE +/- 0.000, N = 30.0810.0810.2560.0811. (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: 250 - Mode: Read Writeintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance14K28K42K56K70KSE +/- 301.39, N = 3SE +/- 405.25, N = 3SE +/- 156.62, N = 3SE +/- 391.43, N = 3657266618623411664931. (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: 250 - Mode: Read Write - Average Latencyintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance3691215SE +/- 0.017, N = 3SE +/- 0.023, N = 3SE +/- 0.071, N = 3SE +/- 0.023, N = 33.8143.79110.7233.7741. (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 Onlyintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance200K400K600K800K1000KSE +/- 15445.86, N = 15SE +/- 16646.22, N = 15SE +/- 7359.52, N = 15SE +/- 9754.80, N = 38853798764629064349241901. (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: 250 - Mode: Read Only - Average Latencyintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance0.06480.12960.19440.25920.324SE +/- 0.005, N = 15SE +/- 0.006, N = 15SE +/- 0.002, N = 15SE +/- 0.003, N = 30.2850.2880.2770.2711. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

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 Timeintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance40M80M120M160M200MSE +/- 1451422.61, N = 15SE +/- 2150017.23, N = 3SE +/- 1103002.46, N = 3SE +/- 1592768.45, N = 31754461821786294741770311221771314281. (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

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 Buckyballintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance4008001200160020001880.01882.21882.31888.21. (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

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

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

103 Results Shown

NAS Parallel Benchmarks:
  BT.C
  EP.C
  EP.D
  FT.C
  LU.C
  SP.B
  SP.C
  IS.D
  MG.C
  CG.C
OpenFOAM:
  Motorbike 30M
  Motorbike 60M
WRF
Xcompact3d Incompact3d:
  input.i3d 193 Cells Per Direction
  X3D-benchmarking input.i3d
ArrayFire:
  BLAS CPU
  Conjugate Gradient CPU
High Performance Conjugate Gradient
LAMMPS Molecular Dynamics Simulator
NAMD
GROMACS
ONNX Runtime:
  yolov4 - OpenMP CPU
  fcn-resnet101-11 - OpenMP CPU
  shufflenet-v2-10 - OpenMP CPU
  super-resolution-10 - OpenMP CPU
  bertsquad-10 - OpenMP CPU
Quantum ESPRESSO
Darmstadt Automotive Parallel Heterogeneous Suite:
  OpenMP - Euclidean Cluster
  OpenMP - NDT Mapping
  OpenMP - Points2Image
RELION
TensorFlow Lite:
  Mobilenet Quant
  Inception ResNet V2
  Inception V4
Rodinia:
  OpenMP CFD Solver
  OpenMP LavaMD
  OpenMP Leukocyte
  OpenMP Streamcluster
  OpenMP HotSpot3D
SVT-AV1
SVT-HEVC:
  7 - Bosphorus 1080p
  10 - Bosphorus 1080p
SVT-VP9:
  PSNR/SSIM Optimized - Bosphorus 1080p
  VMAF Optimized - Bosphorus 1080p
AOM AV1:
  Speed 9 Realtime - Bosphorus 4K
  Speed 8 Realtime - Bosphorus 4K
  Speed 6 Realtime - Bosphorus 4K
  Speed 6 Two-Pass - Bosphorus 4K
Zstd Compression:
  8, Long Mode - Compression Speed
  19 - Compression Speed
  19 - Decompression Speed
  19, Long Mode - Compression Speed
  19, Long Mode - Decompression Speed
OSPray:
  Magnetic Reconnection - SciVis
  XFrog Forest - SciVis
  XFrog Forest - Path Tracer
  NASA Streamlines - SciVis
  NASA Streamlines - Path Tracer
  San Miguel - SciVis
  San Miguel - Path Tracer
Embree:
  Pathtracer ISPC - Asian Dragon
  Pathtracer ISPC - Asian Dragon Obj
  Pathtracer ISPC - Crown
Intel Open Image Denoise:
  RT.hdr_alb_nrm.3840x2160
  RT.ldr_alb_nrm.3840x2160
  RTLightmap.hdr.4096x4096
OpenVKL:
  vklBenchmark
  vklBenchmarkStructuredVolume
  vklBenchmarkUnstructuredVolume
  vklBenchmarkVdbVolume
Kvazaar:
  Bosphorus 4K - Very Fast
  Bosphorus 4K - Ultra Fast
libavif avifenc:
  6, Lossless
  10
  10, Lossless
PJSIP:
  OPTIONS, Stateful
  OPTIONS, Stateless
  INVITE
Timed Godot Game Engine Compilation
Timed Linux Kernel Compilation
Timed Mesa Compilation
Timed LLVM Compilation:
  Ninja
  Unix Makefiles
Timed Node.js Compilation
Liquid-DSP:
  64 - 256 - 57
  128 - 256 - 57
  160 - 256 - 57
Blender:
  BMW27 - CPU-Only
  Classroom - CPU-Only
  Barbershop - CPU-Only
PostgreSQL pgbench:
  1000 - 100 - Read Write
  1000 - 100 - Read Write - Average Latency
  1000 - 100 - Read Only
  1000 - 100 - Read Only - Average Latency
  1000 - 250 - Read Write
  1000 - 250 - Read Write - Average Latency
  1000 - 250 - Read Only
  1000 - 250 - Read Only - Average Latency
Stockfish
NWChem
CPU Peak Freq (Highest CPU Core Frequency) Monitor:
  Phoronix Test Suite System Monitoring:
    Megahertz
    Watts
    Celsius