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 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

OpenBenchmarking.orgCelsius, Fewer Is BetterPostgreSQL pgbench 13.0CPU Temperature Monitorintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance1326395265Min: 41 / Avg: 51.26 / Max: 65Min: 49 / Avg: 55.19 / Max: 67Min: 39 / Avg: 50.83 / Max: 66Min: 45 / Avg: 48.52 / Max: 62

OpenBenchmarking.orgWatts, Fewer Is BetterPostgreSQL pgbench 13.0CPU Power Consumption Monitorintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance110220330440550Min: 65.29 / Avg: 245.6 / Max: 612.07Min: 148.8 / Avg: 257.7 / Max: 600.3Min: 55 / Avg: 231.4 / Max: 606.41Min: 161.84 / Avg: 257.1 / Max: 600.03

OpenBenchmarking.orgMegahertz, More Is BetterPostgreSQL pgbench 13.0CPU Peak Freq (Highest CPU Core Frequency) Monitorintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance6001200180024003000Min: 958 / Avg: 3317.09 / Max: 3442Min: 2190 / Avg: 3355.5 / Max: 3436Min: 801 / Avg: 3022.44 / Max: 3437Min: 3000 / Avg: 3365.53 / Max: 3407

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

OpenBenchmarking.orgCelsius, Fewer Is BetterPostgreSQL pgbench 13.0CPU Temperature Monitorintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance1326395265Min: 37 / Avg: 47.11 / Max: 62Min: 50 / Avg: 54 / Max: 67Min: 39 / Avg: 45.32 / Max: 55Min: 45 / Avg: 48.57 / Max: 63

OpenBenchmarking.orgWatts, Fewer Is BetterPostgreSQL pgbench 13.0CPU Power Consumption Monitorintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance110220330440550Min: 68.62 / Avg: 244.41 / Max: 617.1Min: 148.4 / Avg: 260.23 / Max: 604.15Min: 55.17 / Avg: 180.92 / Max: 370.22Min: 150.38 / Avg: 256.11 / Max: 607.4

OpenBenchmarking.orgMegahertz, More Is BetterPostgreSQL pgbench 13.0CPU Peak Freq (Highest CPU Core Frequency) Monitorintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance6001200180024003000Min: 1652 / Avg: 3301.91 / Max: 3405Min: 3000 / Avg: 3361.95 / Max: 3441Min: 801 / Avg: 2821.03 / Max: 3436Min: 3000 / Avg: 3354.76 / Max: 3413

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

OpenBenchmarking.orgCelsius, Fewer Is BetterLiquid-DSP 2021.01.31CPU Temperature Monitorintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance1530456075Min: 45 / Avg: 65.91 / Max: 76Min: 53 / Avg: 64.47 / Max: 75Min: 44 / Avg: 65.94 / Max: 74Min: 53 / Avg: 68.24 / Max: 74

OpenBenchmarking.orgWatts, Fewer Is BetterLiquid-DSP 2021.01.31CPU Power Consumption Monitorintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance100200300400500Min: 75.6 / Avg: 466.58 / Max: 591.16Min: 212.42 / Avg: 477.28 / Max: 581.05Min: 57.22 / Avg: 448.6 / Max: 567.92Min: 178.13 / Avg: 479.63 / Max: 584.33

OpenBenchmarking.orgMegahertz, More Is BetterLiquid-DSP 2021.01.31CPU Peak Freq (Highest CPU Core Frequency) Monitorintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance6001200180024003000Min: 1823 / Avg: 3216.32 / Max: 3407Min: 3100 / Avg: 3242.06 / Max: 3403Min: 801 / Avg: 2843.06 / Max: 3300Min: 3102 / Avg: 3213.59 / Max: 3404

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

OpenBenchmarking.orgCelsius, Fewer Is BetterPJSIP 2.11CPU Temperature Monitorintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance1122334455Min: 32 / Avg: 36.64 / Max: 55Min: 51 / Avg: 53.48 / Max: 57Min: 32 / Avg: 33.74 / Max: 39Min: 44 / Avg: 46.36 / Max: 49

OpenBenchmarking.orgWatts, Fewer Is BetterPJSIP 2.11CPU Power Consumption Monitorintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance50100150200250Min: 60.85 / Avg: 107.56 / Max: 231.74Min: 184.16 / Avg: 235.01 / Max: 256.39Min: 59.12 / Avg: 103.68 / Max: 116.59Min: 166.83 / Avg: 231.78 / Max: 281.1

OpenBenchmarking.orgMegahertz, More Is BetterPJSIP 2.11CPU Peak Freq (Highest CPU Core Frequency) Monitorintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance6001200180024003000Min: 801 / Avg: 1738.34 / Max: 3403Min: 3403 / Avg: 3404.52 / Max: 3414Min: 801 / Avg: 963.23 / Max: 3400Min: 3400 / Avg: 3404.16 / Max: 3409

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

OpenBenchmarking.orgCelsius, Fewer Is Betterlibavif avifenc 0.9.0CPU Temperature Monitorintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance1020304050Min: 38 / Avg: 40.71 / Max: 43Min: 47 / Avg: 49.47 / Max: 52Min: 36 / Avg: 39.11 / Max: 50Min: 44 / Avg: 45.31 / Max: 46

OpenBenchmarking.orgWatts, Fewer Is Betterlibavif avifenc 0.9.0CPU Power Consumption Monitorintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance4080120160200Min: 70.97 / Avg: 148.01 / Max: 226.15Min: 176.23 / Avg: 208.82 / Max: 247.3Min: 61.75 / Avg: 132.41 / Max: 209.55Min: 174.65 / Avg: 208.79 / Max: 243.15

OpenBenchmarking.orgMegahertz, More Is Betterlibavif avifenc 0.9.0CPU Peak Freq (Highest CPU Core Frequency) Monitorintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance6001200180024003000Min: 802 / Avg: 3112.98 / Max: 3405Min: 3403 / Avg: 3404.06 / Max: 3408Min: 801 / Avg: 2544.65 / Max: 3404Min: 3403 / Avg: 3403.25 / Max: 3404

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

OpenBenchmarking.orgCelsius, Fewer Is Betterlibavif avifenc 0.9.0CPU Temperature Monitorintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance1122334455Min: 40 / Avg: 45.42 / Max: 51Min: 52 / Avg: 54.13 / Max: 56Min: 38 / Avg: 41.72 / Max: 46Min: 46 / Avg: 47.67 / Max: 49

OpenBenchmarking.orgWatts, Fewer Is Betterlibavif avifenc 0.9.0CPU Power Consumption Monitorintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance4080120160200Min: 58.18 / Avg: 142.55 / Max: 217.79Min: 149.58 / Avg: 209.44 / Max: 244.26Min: 62.5 / Avg: 127.88 / Max: 203.15Min: 154.93 / Avg: 207.16 / Max: 244.01

OpenBenchmarking.orgMegahertz, More Is Betterlibavif avifenc 0.9.0CPU Peak Freq (Highest CPU Core Frequency) Monitorintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance6001200180024003000Min: 802 / Avg: 2852.45 / Max: 3404Min: 3403 / Avg: 3404.6 / Max: 3410Min: 801 / Avg: 2497.91 / Max: 3404Min: 3403 / Avg: 3404.2 / Max: 3410

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

OpenBenchmarking.orgCelsius, Fewer Is BetterAOM AV1 3.1CPU Temperature Monitorintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance1224364860Min: 34 / Avg: 42.78 / Max: 58Min: 45 / Avg: 47.23 / Max: 53Min: 31 / Avg: 35.47 / Max: 41Min: 45 / Avg: 51.62 / Max: 62

OpenBenchmarking.orgWatts, Fewer Is BetterAOM AV1 3.1CPU Power Consumption Monitorintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance60120180240300Min: 64.3 / Avg: 160.5 / Max: 249.64Min: 188.59 / Avg: 303.12 / Max: 339.22Min: 54.55 / Avg: 125.47 / Max: 223.38Min: 203.67 / Avg: 301.44 / Max: 346.48

OpenBenchmarking.orgMegahertz, More Is BetterAOM AV1 3.1CPU Peak Freq (Highest CPU Core Frequency) Monitorintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance6001200180024003000Min: 908 / Avg: 2962.81 / Max: 3409Min: 3403 / Avg: 3403.73 / Max: 3409Min: 801 / Avg: 2263.2 / Max: 3318Min: 3400 / Avg: 3404.38 / Max: 3434

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

OpenBenchmarking.orgCelsius, Fewer Is BetterRodinia 3.1CPU Temperature Monitorintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance1530456075Min: 46 / Avg: 55.88 / Max: 66Min: 58 / Avg: 70.74 / Max: 77Min: 43 / Avg: 50.54 / Max: 59Min: 57 / Avg: 71.56 / Max: 78

OpenBenchmarking.orgWatts, Fewer Is BetterRodinia 3.1CPU Power Consumption Monitorintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance80160240320400Min: 59.89 / Avg: 223.22 / Max: 369.45Min: 157.21 / Avg: 348.25 / Max: 425.7Min: 71.33 / Avg: 180.52 / Max: 301.33Min: 190.97 / Avg: 348.5 / Max: 420.44

OpenBenchmarking.orgMegahertz, More Is BetterRodinia 3.1CPU Peak Freq (Highest CPU Core Frequency) Monitorintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance6001200180024003000Min: 1444 / Avg: 2684.73 / Max: 3413Min: 3400 / Avg: 3404.31 / Max: 3417Min: 801 / Avg: 2358.38 / Max: 3401Min: 3233 / Avg: 3403.14 / Max: 3414

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

OpenBenchmarking.orgCelsius, Fewer Is BetterDarmstadt Automotive Parallel Heterogeneous SuiteCPU Temperature Monitorintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance1020304050Min: 40 / Avg: 44.28 / Max: 48Min: 47 / Avg: 49.55 / Max: 50Min: 35 / Avg: 38.64 / Max: 41Min: 46 / Avg: 48.15 / Max: 49

OpenBenchmarking.orgWatts, Fewer Is BetterDarmstadt Automotive Parallel Heterogeneous SuiteCPU Power Consumption Monitorintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance50100150200250Min: 72.95 / Avg: 171.91 / Max: 241.75Min: 148.33 / Avg: 233.74 / Max: 287.41Min: 54.57 / Avg: 167.05 / Max: 233.35Min: 148.96 / Avg: 234.25 / Max: 277.2

OpenBenchmarking.orgMegahertz, More Is BetterDarmstadt Automotive Parallel Heterogeneous SuiteCPU Peak Freq (Highest CPU Core Frequency) Monitorintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance6001200180024003000Min: 801 / Avg: 2837.77 / Max: 3406Min: 3403 / Avg: 3403.25 / Max: 3405Min: 801 / Avg: 2819.74 / Max: 3406Min: 3403 / Avg: 3403.75 / Max: 3407

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

OpenBenchmarking.orgCelsius, Fewer Is BetterONNX Runtime 1.6CPU Temperature Monitorintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance1428425670Min: 53 / Avg: 66.62 / Max: 70Min: 53 / Avg: 68.18 / Max: 71Min: 50 / Avg: 64.79 / Max: 70Min: 54 / Avg: 65.08 / Max: 67

OpenBenchmarking.orgWatts, Fewer Is BetterONNX Runtime 1.6CPU Power Consumption Monitorintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance100200300400500Min: 171.12 / Avg: 451.38 / Max: 550.48Min: 182.92 / Avg: 451.81 / Max: 550.15Min: 134.9 / Avg: 446.21 / Max: 551.94Min: 154.61 / Avg: 448.18 / Max: 538.49

OpenBenchmarking.orgMegahertz, More Is BetterONNX Runtime 1.6CPU Peak Freq (Highest CPU Core Frequency) Monitorintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance6001200180024003000Min: 2202 / Avg: 3018.2 / Max: 3403Min: 3000 / Avg: 3028.08 / Max: 3404Min: 801 / Avg: 2966.78 / Max: 3401Min: 3000 / Avg: 3024.65 / Max: 3407

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

OpenBenchmarking.orgCelsius, Fewer Is BetterONNX Runtime 1.6CPU Temperature Monitorintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance1428425670Min: 52 / Avg: 70.57 / Max: 75Min: 50 / Avg: 66.11 / Max: 74Min: 53 / Avg: 67.25 / Max: 72Min: 52 / Avg: 70.54 / Max: 75

OpenBenchmarking.orgWatts, Fewer Is BetterONNX Runtime 1.6CPU Power Consumption Monitorintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance100200300400500Min: 196.63 / Avg: 462.28 / Max: 560.86Min: 175.74 / Avg: 462.81 / Max: 568.1Min: 116.19 / Avg: 460.29 / Max: 567.14Min: 187.38 / Avg: 459.1 / Max: 563.8

OpenBenchmarking.orgMegahertz, More Is BetterONNX Runtime 1.6CPU Peak Freq (Highest CPU Core Frequency) Monitorintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance6001200180024003000Min: 3000 / Avg: 3012.86 / Max: 3405Min: 3000 / Avg: 3023.24 / Max: 3403Min: 801 / Avg: 2986.56 / Max: 3006Min: 3000 / Avg: 3021.87 / Max: 3406

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

OpenBenchmarking.orgCelsius, Fewer Is BetterArrayFire 3.7CPU Temperature Monitorintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance1122334455Min: 42 / Avg: 44.79 / Max: 48Min: 46 / Avg: 46.93 / Max: 49Min: 38 / Avg: 41.55 / Max: 44Min: 46 / Avg: 47.21 / Max: 54

OpenBenchmarking.orgWatts, Fewer Is BetterArrayFire 3.7CPU Power Consumption Monitorintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance60120180240300Min: 136.62 / Avg: 220.97 / Max: 305.86Min: 153.66 / Avg: 242.98 / Max: 320.92Min: 89.33 / Avg: 183.15 / Max: 264.32Min: 160.27 / Avg: 246.19 / Max: 325.31

OpenBenchmarking.orgMegahertz, More Is BetterArrayFire 3.7CPU Peak Freq (Highest CPU Core Frequency) Monitorintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance6001200180024003000Min: 2303 / Avg: 3284.24 / Max: 3405Min: 3403 / Avg: 3403.96 / Max: 3410Min: 801 / Avg: 2569.52 / Max: 3405Min: 3403 / Avg: 3404 / Max: 3408

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

OpenBenchmarking.orgCelsius, Fewer Is BetterNAS Parallel Benchmarks 3.4CPU Temperature Monitorintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance1326395265Min: 41 / Avg: 46.59 / Max: 55Min: 52 / Avg: 54.96 / Max: 67Min: 39 / Avg: 44.96 / Max: 53Min: 53 / Avg: 56.04 / Max: 67

OpenBenchmarking.orgWatts, Fewer Is BetterNAS Parallel Benchmarks 3.4CPU Power Consumption Monitorintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance70140210280350Min: 102.97 / Avg: 198.35 / Max: 382.36Min: 175 / Avg: 266.53 / Max: 346.89Min: 68.72 / Avg: 141.99 / Max: 325.63Min: 166.22 / Avg: 274.74 / Max: 393.59

OpenBenchmarking.orgMegahertz, More Is BetterNAS Parallel Benchmarks 3.4CPU Peak Freq (Highest CPU Core Frequency) Monitorintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance6001200180024003000Min: 1971 / Avg: 2875.93 / Max: 3404Min: 3400 / Avg: 3402.61 / Max: 3409Min: 801 / Avg: 1875.67 / Max: 3000Min: 3110 / Avg: 3381.08 / Max: 3410

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

Geometric Mean Of All Test Results

OpenBenchmarking.orgGeometric Mean, More Is BetterGeometric Mean Of All Test ResultsResult Composite - Xeon Scalable Ice Lake P-State Governorintel_cpufreq schedutilintel_cpufreq performanceP-State powersaveP-State performance50100150200250190.19226.10177.93225.06

150 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
Geometric Mean Of All Test Results