Xeon Scalable Ice Lake P-State Governor

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

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2105267-IB-XEONSCALA38
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  Test
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P-State powersave
May 23 2021
  15 Hours, 42 Minutes
P-State performance
May 24 2021
  11 Hours, 14 Minutes
intel_cpufreq schedutil
May 24 2021
  15 Hours, 54 Minutes
intel_cpufreq performance
May 25 2021
  13 Hours, 43 Minutes
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  14 Hours, 8 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 Incompact3dRELIONNAMDNWChemWRF

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 Governorcompress-zstd: 8, Long Mode - Compression Speedkvazaar: Bosphorus 4K - Very Fastaom-av1: Speed 6 Realtime - Bosphorus 4Kaom-av1: Speed 8 Realtime - Bosphorus 4Kpgbench: 1000 - 250 - Read Write - Average Latencypgbench: 1000 - 250 - Read Writeaom-av1: Speed 9 Realtime - Bosphorus 4Kpjsip: OPTIONS, Statefulpgbench: 1000 - 100 - Read Write - Average Latencypgbench: 1000 - 100 - Read Writekvazaar: Bosphorus 4K - Ultra Fastsvt-hevc: 10 - Bosphorus 1080psvt-vp9: PSNR/SSIM Optimized - Bosphorus 1080psvt-vp9: VMAF Optimized - Bosphorus 1080pdaphne: OpenMP - Points2Imagesvt-av1: Preset 8 - Bosphorus 4Ksvt-hevc: 7 - Bosphorus 1080pbuild-godot: Time To Compileopenvkl: vklBenchmarkStructuredVolumeopenvkl: vklBenchmarkVdbVolumeavifenc: 6, Losslessdaphne: OpenMP - Euclidean Clusteropenvkl: vklBenchmarktensorflow-lite: Mobilenet Quantbuild-linux-kernel: Time To Compileospray: NASA Streamlines - SciVisbuild-nodejs: Time To Compileembree: Pathtracer ISPC - Crownnpb: FT.Cospray: San Miguel - SciVisnpb: SP.Bnpb: LU.Ccompress-zstd: 19, Long Mode - Compression Speedqe: AUSURF112compress-zstd: 19 - Compression Speedoidn: RT.hdr_alb_nrm.3840x2160blender: BMW27 - CPU-Onlyembree: Pathtracer ISPC - Asian Dragonbuild-llvm: Unix Makefilesopenfoam: Motorbike 30Mnpb: EP.Dopenvkl: vklBenchmarkUnstructuredVolumenpb: BT.Cospray: Magnetic Reconnection - SciVisblender: Barbershop - CPU-Onlynpb: IS.Dnpb: MG.Ctensorflow-lite: Inception V4build-mesa: Time To Compileembree: Pathtracer ISPC - Asian Dragon Objrodinia: OpenMP CFD Solverpjsip: OPTIONS, Statelessonnx: shufflenet-v2-10 - OpenMP CPUnpb: CG.Coidn: RT.ldr_alb_nrm.3840x2160hpcg: compress-zstd: 19 - Decompression Speedstockfish: Total Timerodinia: OpenMP LavaMDonnx: fcn-resnet101-11 - OpenMP CPUbuild-llvm: Ninjaonnx: yolov4 - OpenMP CPUoidn: RTLightmap.hdr.4096x4096blender: Classroom - CPU-Onlyarrayfire: BLAS CPUrodinia: OpenMP Streamclusterincompact3d: input.i3d 193 Cells Per Directioncompress-zstd: 19, Long Mode - Decompression Speedgromacs: MPI CPU - water_GMX50_barelammps: 20k Atomsopenfoam: Motorbike 60Mliquid-dsp: 160 - 256 - 57liquid-dsp: 128 - 256 - 57ospray: XFrog Forest - Path Tracerospray: San Miguel - Path Tracernamd: ATPase Simulation - 327,506 Atomsnpb: SP.Cnwchem: C240 Buckyballrelion: Basic - CPUrodinia: OpenMP HotSpot3Dtensorflow-lite: Inception ResNet V2wrf: conus 2.5kmincompact3d: X3D-benchmarking input.i3dospray: NASA Streamlines - Path Tracerospray: XFrog Forest - SciVispgbench: 1000 - 250 - Read Only - Average Latencypgbench: 1000 - 250 - Read Onlypgbench: 1000 - 100 - Read Only - Average Latencypgbench: 1000 - 100 - Read Onlyliquid-dsp: 64 - 256 - 57pjsip: INVITEavifenc: 10, Losslessavifenc: 10aom-av1: Speed 6 Two-Pass - Bosphorus 4Krodinia: OpenMP Leukocytedaphne: OpenMP - NDT Mappingonnx: bertsquad-10 - OpenMP CPUonnx: super-resolution-10 - OpenMP CPUarrayfire: Conjugate Gradient CPUnpb: EP.CP-State powersaveP-State performanceintel_cpufreq schedutilintel_cpufreq performance296.013.267.3817.0710.7232341123.5937694.2832338323.03258.65206.54210.926634.5830.546168.3875.612719744382172232637.469831.3367041126.824.881125102.19766.525190989.7390.91114946.46174911.0246.71106.6982.72.8529.72106.6219199.39814.928620.971757269191166.41111.11107.732999.72116754.1668215318.98387.20924.82741421821239485.722.8740.13592563.217703112239.815196129.2724801.3872.174538.697.71011.19165662711.68.99935.495105.033073933333327013333310.3810.420.2709391313.601882.3350.266104.3395720659892.42290.41110227.7818.870.2779064340.256393329302990000025488.8335.2053.9469.049742.3050968984.2926051.901011.938.2119.0948.623.7746649361.06103621.5886304946.31576.99453.67460.4413527.23899643056.887305.7748.1571060564582999653930.3451020.7781133656.321.486142.8690.85074.0551100543.72100123544.09187300.4749.11178.5286.72.9328.40107.6307190.68514.798920.101803840197815.31114.81105.103014.77120084.2766370718.49789.08954.74642389839240261.262.9340.64712561.817713142839.423194127.3214831.4071.274539.997.81611.05545092677.99.05235.825104.763085100000329300000010.3110.450.2716891817.761888.2349.993104.1855721499885.556290.14333127.7818.870.2719241900.0811236713306613333353937.2484.3419.6946.358924.8447766266.1317610.18311.711.305.8615.903.8146572621.7237972.7403657720.53345.48260.25262.787077.7635.480193.8053.001779976282359924931.987884.7571835239.022.19012591.85767.754091970.9990.91115501.41177878.6846.11156.4981.52.7829.25102.7043191.17315.078634.301748017191705.02111.11107.392926.26117869.4967225418.75487.99274.71041743833439430.662.8840.06592594.717544618239.199194127.6884831.3872.244510.297.71211.20541792693.49.04235.792105.103082533333329146666710.3110.380.2722791642.331880349.436104.1845716329889.907290.41669727.7818.870.2858853790.0811228570300312500025408.4865.1344.0063.286743.0150467566.4546157.581015.838.2619.2048.913.7916618661.27104091.5946282646.34574.88457.02464.7113249.67869587556.750309.1348.6511067046413001631830.0141021.6282133581.321.410142.8691.08174.2420100763.11100123176.72186973.0648.31175.6983.12.9328.28106.1736191.80114.498938.091809667197821.88112.96104.512978.52120124.0567742118.51789.49054.72942338838040226.022.9340.83112609.717862947439.746197127.3324761.4071.224574.837.72711.05617482713.19.10235.849104.273096700000329340000010.3110.420.2705191830.561882.2349.028104.0885726799875.264289.97558627.7818.870.2888764620.0811231983307260000054167.2764.34010.0147.105914.7050369554.0057705.44OpenBenchmarking.org

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

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

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 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 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

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 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 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

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

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

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 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 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

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 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

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 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

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: 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

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

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

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: 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: 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

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

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

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

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

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

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: 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

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

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: 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

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.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

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: 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

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.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: 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

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 - 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

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

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 - 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

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

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

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

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 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

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

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.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

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: 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

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

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

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-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

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: 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

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 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

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

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 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

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

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, 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

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 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

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: 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

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.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

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

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 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

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

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 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

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 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

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

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

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.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

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-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

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

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 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

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

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 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

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

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

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 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

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: 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

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

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: 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: 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

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

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.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

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

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

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 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

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 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

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: 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

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 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: 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

CPU Temperature Monitor

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

CPU 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 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

PostgreSQL pgbench

MinAvgMaxintel_cpufreq schedutil41.051.365.0intel_cpufreq performance49.055.267.0P-State powersave39.050.866.0P-State performance45.048.562.0OpenBenchmarking.orgCelsius, Fewer Is BetterPostgreSQL pgbench 13.0CPU Temperature Monitor20406080100

MinAvgMaxintel_cpufreq schedutil65.3245.6612.1intel_cpufreq performance148.8257.7600.3P-State powersave55.0231.4606.4P-State performance161.8257.1600.0OpenBenchmarking.orgWatts, Fewer Is BetterPostgreSQL pgbench 13.0CPU Power Consumption Monitor160320480640800

MinAvgMaxintel_cpufreq schedutil95833173442intel_cpufreq performance219033563436P-State powersave80130223437P-State performance300033663407OpenBenchmarking.orgMegahertz, More Is BetterPostgreSQL pgbench 13.0CPU Peak Freq (Highest CPU Core Frequency) Monitor8001600240032004000

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

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

MinAvgMaxintel_cpufreq schedutil37.047.162.0intel_cpufreq performance50.054.067.0P-State powersave39.045.355.0P-State performance45.048.663.0OpenBenchmarking.orgCelsius, Fewer Is BetterPostgreSQL pgbench 13.0CPU Temperature Monitor20406080100

MinAvgMaxintel_cpufreq schedutil68.6244.4617.1intel_cpufreq performance148.4260.2604.2P-State powersave55.2180.9370.2P-State performance150.4256.1607.4OpenBenchmarking.orgWatts, Fewer Is BetterPostgreSQL pgbench 13.0CPU Power Consumption Monitor160320480640800

MinAvgMaxintel_cpufreq schedutil165233023405intel_cpufreq performance300033623441P-State powersave80128213436P-State performance300033553413OpenBenchmarking.orgMegahertz, More Is BetterPostgreSQL pgbench 13.0CPU Peak Freq (Highest CPU Core Frequency) Monitor8001600240032004000

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: 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

Liquid-DSP

MinAvgMaxintel_cpufreq schedutil45.065.976.0intel_cpufreq performance53.064.575.0P-State powersave44.065.974.0P-State performance53.068.274.0OpenBenchmarking.orgCelsius, Fewer Is BetterLiquid-DSP 2021.01.31CPU Temperature Monitor20406080100

MinAvgMaxintel_cpufreq schedutil75.6466.6591.2intel_cpufreq performance212.4477.3581.1P-State powersave57.2448.6567.9P-State performance178.1479.6584.3OpenBenchmarking.orgWatts, Fewer Is BetterLiquid-DSP 2021.01.31CPU Power Consumption Monitor160320480640800

MinAvgMaxintel_cpufreq schedutil182332163407intel_cpufreq performance310032423403P-State powersave80128433300P-State performance310232143404OpenBenchmarking.orgMegahertz, More Is BetterLiquid-DSP 2021.01.31CPU Peak Freq (Highest CPU Core Frequency) Monitor8001600240032004000

OpenBenchmarking.orgsamples/s Per Watt, More Is BetterLiquid-DSP 2021.01.31Threads: 64 - Buffer Length: 256 - Filter Length: 57intel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance1.4M2.8M4.2M5.6M7M6436493.636437714.606754065.396392760.37

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

PJSIP

MinAvgMaxintel_cpufreq schedutil32.036.655.0intel_cpufreq performance51.053.557.0P-State powersave32.033.739.0P-State performance44.046.449.0OpenBenchmarking.orgCelsius, Fewer Is BetterPJSIP 2.11CPU Temperature Monitor1632486480

MinAvgMaxintel_cpufreq schedutil60.9107.6231.7intel_cpufreq performance184.2235.0256.4P-State powersave59.1103.7116.6P-State performance166.8231.8281.1OpenBenchmarking.orgWatts, Fewer Is BetterPJSIP 2.11CPU Power Consumption Monitor70140210280350

MinAvgMaxintel_cpufreq schedutil80117383403intel_cpufreq performance340334053414P-State powersave8019633400P-State performance340034043409OpenBenchmarking.orgMegahertz, More Is BetterPJSIP 2.11CPU Peak Freq (Highest CPU Core Frequency) Monitor8001600240032004000

OpenBenchmarking.orgResponses Per Second Per Watt, More Is BetterPJSIP 2.11Method: INVITEintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance61218243023.6223.0524.5823.27

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

libavif avifenc

MinAvgMaxintel_cpufreq schedutil38.040.743.0intel_cpufreq performance47.049.552.0P-State powersave36.039.150.0P-State performance44.045.346.0OpenBenchmarking.orgCelsius, Fewer Is Betterlibavif avifenc 0.9.0CPU Temperature Monitor1530456075

MinAvgMaxintel_cpufreq schedutil71.0148.0226.2intel_cpufreq performance176.2208.8247.3P-State powersave61.8132.4209.6P-State performance174.7208.8243.2OpenBenchmarking.orgWatts, Fewer Is Betterlibavif avifenc 0.9.0CPU Power Consumption Monitor60120180240300

MinAvgMaxintel_cpufreq schedutil80231133405intel_cpufreq performance340334043408P-State powersave80125453404P-State performance340334033404OpenBenchmarking.orgMegahertz, More Is Betterlibavif avifenc 0.9.0CPU Peak Freq (Highest CPU Core Frequency) Monitor8001600240032004000

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

MinAvgMaxintel_cpufreq schedutil40.045.451.0intel_cpufreq performance52.054.156.0P-State powersave38.041.746.0P-State performance46.047.749.0OpenBenchmarking.orgCelsius, Fewer Is Betterlibavif avifenc 0.9.0CPU Temperature Monitor1632486480

MinAvgMaxintel_cpufreq schedutil58.2142.6217.8intel_cpufreq performance149.6209.4244.3P-State powersave62.5127.9203.2P-State performance154.9207.2244.0OpenBenchmarking.orgWatts, Fewer Is Betterlibavif avifenc 0.9.0CPU Power Consumption Monitor60120180240300

MinAvgMaxintel_cpufreq schedutil80228523404intel_cpufreq performance340334053410P-State powersave80124983404P-State performance340334043410OpenBenchmarking.orgMegahertz, More Is Betterlibavif avifenc 0.9.0CPU Peak Freq (Highest CPU Core Frequency) Monitor8001600240032004000

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

AOM AV1

MinAvgMaxintel_cpufreq schedutil34.042.858.0intel_cpufreq performance45.047.253.0P-State powersave31.035.541.0P-State performance45.051.662.0OpenBenchmarking.orgCelsius, Fewer Is BetterAOM AV1 3.1CPU Temperature Monitor20406080100

MinAvgMaxintel_cpufreq schedutil64.3160.5249.6intel_cpufreq performance188.6303.1339.2P-State powersave54.6125.5223.4P-State performance203.7301.4346.5OpenBenchmarking.orgWatts, Fewer Is BetterAOM AV1 3.1CPU Power Consumption Monitor100200300400500

MinAvgMaxintel_cpufreq schedutil90829633409intel_cpufreq performance340334043409P-State powersave80122633318P-State performance340034043434OpenBenchmarking.orgMegahertz, More Is BetterAOM AV1 3.1CPU Peak Freq (Highest CPU Core Frequency) Monitor8001600240032004000

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

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

Rodinia

MinAvgMaxintel_cpufreq schedutil46.055.966.0intel_cpufreq performance58.070.777.0P-State powersave43.050.559.0P-State performance57.071.678.0OpenBenchmarking.orgCelsius, Fewer Is BetterRodinia 3.1CPU Temperature Monitor20406080100

MinAvgMaxintel_cpufreq schedutil59.9223.2369.5intel_cpufreq performance157.2348.3425.7P-State powersave71.3180.5301.3P-State performance191.0348.5420.4OpenBenchmarking.orgWatts, Fewer Is BetterRodinia 3.1CPU Power Consumption Monitor110220330440550

MinAvgMaxintel_cpufreq schedutil144426853413intel_cpufreq performance340034043417P-State powersave80123583401P-State performance323334033414OpenBenchmarking.orgMegahertz, More Is BetterRodinia 3.1CPU Peak Freq (Highest CPU Core Frequency) Monitor8001600240032004000

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

Darmstadt Automotive Parallel Heterogeneous Suite

MinAvgMaxintel_cpufreq schedutil40.044.348.0intel_cpufreq performance47.049.650.0P-State powersave35.038.641.0P-State performance46.048.249.0OpenBenchmarking.orgCelsius, Fewer Is BetterDarmstadt Automotive Parallel Heterogeneous SuiteCPU Temperature Monitor1428425670

MinAvgMaxintel_cpufreq schedutil73.0171.9241.8intel_cpufreq performance148.3233.7287.4P-State powersave54.6167.0233.4P-State performance149.0234.2277.2OpenBenchmarking.orgWatts, Fewer Is BetterDarmstadt Automotive Parallel Heterogeneous SuiteCPU Power Consumption Monitor70140210280350

MinAvgMaxintel_cpufreq schedutil80128383406intel_cpufreq performance340334033405P-State powersave80128203406P-State performance340334043407OpenBenchmarking.orgMegahertz, More Is BetterDarmstadt Automotive Parallel Heterogeneous SuiteCPU Peak Freq (Highest CPU Core Frequency) Monitor8001600240032004000

OpenBenchmarking.orgTest Cases Per Minute Per Watt, More Is BetterDarmstadt Automotive Parallel Heterogeneous SuiteBackend: OpenMP - Kernel: NDT Mappingintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance0.99991.99982.99973.99964.99954.3223.9134.4443.948

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

ONNX Runtime

MinAvgMaxintel_cpufreq schedutil53.066.670.0intel_cpufreq performance53.068.271.0P-State powersave50.064.870.0P-State performance54.065.167.0OpenBenchmarking.orgCelsius, Fewer Is BetterONNX Runtime 1.6CPU Temperature Monitor20406080100

MinAvgMaxintel_cpufreq schedutil171.1451.4550.5intel_cpufreq performance182.9451.8550.2P-State powersave134.9446.2551.9P-State performance154.6448.2538.5OpenBenchmarking.orgWatts, Fewer Is BetterONNX Runtime 1.6CPU Power Consumption Monitor140280420560700

MinAvgMaxintel_cpufreq schedutil220230183403intel_cpufreq performance300030283404P-State powersave80129673401P-State performance300030253407OpenBenchmarking.orgMegahertz, More Is BetterONNX Runtime 1.6CPU Peak Freq (Highest CPU Core Frequency) Monitor8001600240032004000

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

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: 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

MinAvgMaxintel_cpufreq schedutil52.070.675.0intel_cpufreq performance50.066.174.0P-State powersave53.067.372.0P-State performance52.070.575.0OpenBenchmarking.orgCelsius, Fewer Is BetterONNX Runtime 1.6CPU Temperature Monitor20406080100

MinAvgMaxintel_cpufreq schedutil196.6462.3560.9intel_cpufreq performance175.7462.8568.1P-State powersave116.2460.3567.1P-State performance187.4459.1563.8OpenBenchmarking.orgWatts, Fewer Is BetterONNX Runtime 1.6CPU Power Consumption Monitor140280420560700

MinAvgMaxintel_cpufreq schedutil300030133405intel_cpufreq performance300030233403P-State powersave80129873006P-State performance300030223406OpenBenchmarking.orgMegahertz, More Is BetterONNX Runtime 1.6CPU Peak Freq (Highest CPU Core Frequency) Monitor8001600240032004000

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

OpenBenchmarking.orgInferences Per Minute, 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

ArrayFire

MinAvgMaxintel_cpufreq schedutil42.044.848.0intel_cpufreq performance46.046.949.0P-State powersave38.041.644.0P-State performance46.047.254.0OpenBenchmarking.orgCelsius, Fewer Is BetterArrayFire 3.7CPU Temperature Monitor1530456075

MinAvgMaxintel_cpufreq schedutil136.6221.0305.9intel_cpufreq performance153.7243.0320.9P-State powersave89.3183.1264.3P-State performance160.3246.2325.3OpenBenchmarking.orgWatts, Fewer Is BetterArrayFire 3.7CPU Power Consumption Monitor80160240320400

MinAvgMaxintel_cpufreq schedutil230332843405intel_cpufreq performance340334043410P-State powersave80125703405P-State performance340334043408OpenBenchmarking.orgMegahertz, More Is BetterArrayFire 3.7CPU Peak Freq (Highest CPU Core Frequency) Monitor8001600240032004000

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

NAS Parallel Benchmarks

MinAvgMaxintel_cpufreq schedutil41.046.655.0intel_cpufreq performance52.055.067.0P-State powersave39.045.053.0P-State performance53.056.067.0OpenBenchmarking.orgCelsius, Fewer Is BetterNAS Parallel Benchmarks 3.4CPU Temperature Monitor20406080100

MinAvgMaxintel_cpufreq schedutil103.0198.4382.4intel_cpufreq performance175.0266.5346.9P-State powersave68.7142.0325.6P-State performance166.2274.7393.6OpenBenchmarking.orgWatts, Fewer Is BetterNAS Parallel Benchmarks 3.4CPU Power Consumption Monitor110220330440550

MinAvgMaxintel_cpufreq schedutil197128763404intel_cpufreq performance340034033409P-State powersave80118763000P-State performance311033813410OpenBenchmarking.orgMegahertz, More Is BetterNAS Parallel Benchmarks 3.4CPU Peak Freq (Highest CPU Core Frequency) Monitor8001600240032004000

OpenBenchmarking.orgTotal Mop/s Per Watt, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.Cintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance102030405031.0428.9142.6227.70

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

149 Results Shown

Zstd Compression
Kvazaar
AOM AV1:
  Speed 6 Realtime - Bosphorus 4K
  Speed 8 Realtime - Bosphorus 4K
PostgreSQL pgbench:
  1000 - 250 - Read Write - Average Latency
  1000 - 250 - Read Write
AOM AV1
PJSIP
PostgreSQL pgbench:
  1000 - 100 - Read Write - Average Latency
  1000 - 100 - Read Write
Kvazaar
SVT-HEVC
SVT-VP9:
  PSNR/SSIM Optimized - Bosphorus 1080p
  VMAF Optimized - Bosphorus 1080p
Darmstadt Automotive Parallel Heterogeneous Suite
SVT-AV1
SVT-HEVC
Timed Godot Game Engine Compilation
OpenVKL:
  vklBenchmarkStructuredVolume
  vklBenchmarkVdbVolume
libavif avifenc
Darmstadt Automotive Parallel Heterogeneous Suite
OpenVKL
TensorFlow Lite
Timed Linux Kernel Compilation
OSPray
Timed Node.js Compilation
Embree
NAS Parallel Benchmarks
OSPray
NAS Parallel Benchmarks:
  SP.B
  LU.C
Zstd Compression
Quantum ESPRESSO
Zstd Compression
Intel Open Image Denoise
Blender
Embree
Timed LLVM Compilation
OpenFOAM
NAS Parallel Benchmarks
OpenVKL
NAS Parallel Benchmarks
OSPray
Blender
NAS Parallel Benchmarks:
  IS.D
  MG.C
TensorFlow Lite
Timed Mesa Compilation
Embree
Rodinia
PJSIP
ONNX Runtime
NAS Parallel Benchmarks
Intel Open Image Denoise
High Performance Conjugate Gradient
Zstd Compression
Stockfish
Rodinia
ONNX Runtime
Timed LLVM Compilation
ONNX Runtime
Intel Open Image Denoise
Blender
ArrayFire
Rodinia
Xcompact3d Incompact3d
Zstd Compression
GROMACS
LAMMPS Molecular Dynamics Simulator
OpenFOAM
Liquid-DSP:
  160 - 256 - 57
  128 - 256 - 57
OSPray:
  XFrog Forest - Path Tracer
  San Miguel - Path Tracer
NAMD
NAS Parallel Benchmarks
NWChem
RELION
Rodinia
TensorFlow Lite
WRF
Xcompact3d Incompact3d
OSPray:
  NASA Streamlines - Path Tracer
  XFrog Forest - SciVis
CPU Temperature Monitor:
  Phoronix Test Suite System Monitoring:
    Celsius
    Watts
    Megahertz
  CPU Temp Monitor:
    Celsius
  CPU Power Consumption Monitor:
    Watts
  CPU Peak Freq (Highest CPU Core Frequency) Monitor:
    Megahertz
PostgreSQL pgbench:
  1000 - 250 - Read Only - Average Latency
  1000 - 250 - Read Only
PostgreSQL pgbench:
  CPU Temp Monitor
  CPU Power Consumption Monitor
  CPU Peak Freq (Highest CPU Core Frequency) Monitor
PostgreSQL pgbench:
  1000 - 100 - Read Only - Average Latency
  1000 - 100 - Read Only
Liquid-DSP:
  CPU Temp Monitor
  CPU Power Consumption Monitor
  CPU Peak Freq (Highest CPU Core Frequency) Monitor
  64 - 256 - 57
Liquid-DSP
PJSIP:
  CPU Temp Monitor
  CPU Power Consumption Monitor
  CPU Peak Freq (Highest CPU Core Frequency) Monitor
  INVITE
PJSIP
libavif avifenc:
  CPU Temp Monitor
  CPU Power Consumption Monitor
  CPU Peak Freq (Highest CPU Core Frequency) Monitor
libavif avifenc
libavif avifenc:
  CPU Temp Monitor
  CPU Power Consumption Monitor
  CPU Peak Freq (Highest CPU Core Frequency) Monitor
libavif avifenc
AOM AV1:
  CPU Temp Monitor
  CPU Power Consumption Monitor
  CPU Peak Freq (Highest CPU Core Frequency) Monitor
  Speed 6 Two-Pass - Bosphorus 4K
AOM AV1
Rodinia:
  CPU Temp Monitor
  CPU Power Consumption Monitor
  CPU Peak Freq (Highest CPU Core Frequency) Monitor
Rodinia
Darmstadt Automotive Parallel Heterogeneous Suite:
  CPU Temp Monitor
  CPU Power Consumption Monitor
  CPU Peak Freq (Highest CPU Core Frequency) Monitor
  OpenMP - NDT Mapping
Darmstadt Automotive Parallel Heterogeneous Suite
ONNX Runtime:
  CPU Temp Monitor
  CPU Power Consumption Monitor
  CPU Peak Freq (Highest CPU Core Frequency) Monitor
  bertsquad-10 - OpenMP CPU
ONNX Runtime
ONNX Runtime:
  CPU Temp Monitor
  CPU Power Consumption Monitor
  CPU Peak Freq (Highest CPU Core Frequency) Monitor
  super-resolution-10 - OpenMP CPU
ONNX Runtime
ArrayFire:
  CPU Temp Monitor
  CPU Power Consumption Monitor
  CPU Peak Freq (Highest CPU Core Frequency) Monitor
ArrayFire
NAS Parallel Benchmarks:
  CPU Temp Monitor
  CPU Power Consumption Monitor
  CPU Peak Freq (Highest CPU Core Frequency) Monitor
  EP.C
NAS Parallel Benchmarks