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 performance296.013.267.3817.0710.7232341123.5937694.2832338323.03258.65206.54210.926634.5830.546168.3875.612719744382172232637.469831.3367041126.824.881125102.19766.525190989.7390.91114946.46174911.0246.71106.6982.72.8529.72106.6219199.39814.928620.971757269191166.41111.11107.732999.72116754.1668215318.98387.20924.82741421821239485.722.8740.13592563.217703112239.815196129.2724801.3872.174538.697.71011.19165662711.68.99935.495105.033073933333327013333310.3810.420.2709391313.601882.3350.266104.3395720659892.42290.41110227.7818.870.2779064340.256393329302990000025488.8335.2053.9469.049742.3050968984.2926051.901011.938.2119.0948.623.7746649361.06103621.5886304946.31576.99453.67460.4413527.23899643056.887305.7748.1571060564582999653930.3451020.7781133656.321.486142.8690.85074.0551100543.72100123544.09187300.4749.11178.5286.72.9328.40107.6307190.68514.798920.101803840197815.31114.81105.103014.77120084.2766370718.49789.08954.74642389839240261.262.9340.64712561.817713142839.423194127.3214831.4071.274539.997.81611.05545092677.99.05235.825104.763085100000329300000010.3110.450.2716891817.761888.2349.993104.1855721499885.556290.14333127.7818.870.2719241900.0811236713306613333353937.2484.3419.6946.358924.8447766266.1317610.18311.711.305.8615.903.8146572621.7237972.7403657720.53345.48260.25262.787077.7635.480193.8053.001779976282359924931.987884.7571835239.022.19012591.85767.754091970.9990.91115501.41177878.6846.11156.4981.52.7829.25102.7043191.17315.078634.301748017191705.02111.11107.392926.26117869.4967225418.75487.99274.71041743833439430.662.8840.06592594.717544618239.199194127.6884831.3872.244510.297.71211.20541792693.49.04235.792105.103082533333329146666710.3110.380.2722791642.331880349.436104.1845716329889.907290.41669727.7818.870.2858853790.0811228570300312500025408.4865.1344.0063.286743.0150467566.4546157.581018.638.2619.2048.913.7916618661.27104091.5946282646.34574.88457.02464.7113249.67869587556.750309.1348.6511067046413001631830.0141021.6282133581.321.410142.8691.08174.2420100763.11100123176.72186973.0648.31175.6983.12.9328.28106.1736191.80114.498938.091809667197821.88112.96104.512978.52120124.0567742118.51789.49054.72942338838040226.022.9340.83112609.717862947439.746197127.3324761.4071.224574.837.72711.05617482713.19.10235.849104.273096700000329340000010.3110.420.2705191830.561882.2349.028104.0885726799875.264289.97558627.7818.870.2888764620.0811231983307260000054167.2764.34010.0147.105914.7050369554.0057705.44OpenBenchmarking.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 performanceintel_cpufreq schedutilP-State performanceP-State powersave2004006008001000SE +/- 5.29, N = 3SE +/- 2.96, N = 3SE +/- 4.09, N = 3SE +/- 0.62, N = 31018.6311.71011.9296.01. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave918273645SE +/- 0.07, N = 4SE +/- 0.02, N = 3SE +/- 0.07, N = 4SE +/- 0.04, N = 338.2611.3038.2113.261. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave510152025SE +/- 0.23, N = 3SE +/- 0.02, N = 3SE +/- 0.11, N = 3SE +/- 0.07, N = 319.205.8619.097.381. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave1122334455SE +/- 0.52, N = 4SE +/- 0.03, N = 3SE +/- 0.30, N = 4SE +/- 0.02, N = 348.9115.9048.6217.071. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave3691215SE +/- 0.023, N = 3SE +/- 0.017, N = 3SE +/- 0.023, N = 3SE +/- 0.071, N = 33.7913.8143.77410.7231. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave14K28K42K56K70KSE +/- 405.25, N = 3SE +/- 301.39, N = 3SE +/- 391.43, N = 3SE +/- 156.62, N = 3661866572666493234111. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave1428425670SE +/- 0.43, N = 5SE +/- 0.16, N = 15SE +/- 0.27, N = 5SE +/- 0.22, N = 361.2721.7261.0623.591. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave2K4K6K8K10KSE +/- 6.00, N = 3SE +/- 13.93, N = 3SE +/- 0.58, N = 3SE +/- 31.56, N = 31040937971036237691. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave0.96371.92742.89113.85484.8185SE +/- 0.004, N = 3SE +/- 0.035, N = 3SE +/- 0.007, N = 3SE +/- 0.009, N = 31.5942.7401.5884.2831. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave14K28K42K56K70KSE +/- 148.39, N = 3SE +/- 464.84, N = 3SE +/- 272.63, N = 3SE +/- 51.95, N = 3628263657763049233831. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave1122334455SE +/- 0.56, N = 4SE +/- 0.06, N = 3SE +/- 0.31, N = 15SE +/- 0.14, N = 346.3420.5346.3123.031. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave120240360480600SE +/- 1.99, N = 11SE +/- 3.58, N = 15SE +/- 0.97, N = 11SE +/- 1.12, N = 9574.88345.48576.99258.651. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave100200300400500SE +/- 3.11, N = 13SE +/- 2.47, N = 15SE +/- 4.77, N = 15SE +/- 1.53, N = 7457.02260.25453.67206.541. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave100200300400500SE +/- 2.50, N = 10SE +/- 2.52, N = 15SE +/- 2.03, N = 10SE +/- 1.16, N = 7464.71262.78460.44210.921. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave3K6K9K12K15KSE +/- 100.42, N = 15SE +/- 115.67, N = 12SE +/- 114.27, N = 15SE +/- 86.30, N = 313249.687077.7613527.246634.581. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave1326395265SE +/- 0.31, N = 4SE +/- 0.47, N = 3SE +/- 0.24, N = 4SE +/- 0.20, N = 356.7535.4856.8930.551. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave70140210280350SE +/- 1.23, N = 10SE +/- 1.34, N = 15SE +/- 0.58, N = 10SE +/- 1.49, N = 8309.13193.80305.77168.381. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave20406080100SE +/- 0.28, N = 3SE +/- 0.49, N = 3SE +/- 0.18, N = 3SE +/- 0.95, N = 348.6553.0048.1675.61

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 performanceintel_cpufreq schedutilP-State performanceP-State powersave20M40M60M80M100MSE +/- 497134.18, N = 3SE +/- 444572.22, N = 3SE +/- 57856.16, N = 3SE +/- 799905.44, N = 41067046417799762810605645871974438MIN: 1343151 / MAX: 909146052MIN: 1380198 / MAX: 693620172MIN: 1396156 / MAX: 908416224MIN: 1304623 / MAX: 672770484

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkVdbVolumeintel_cpufreq performanceintel_cpufreq schedutilP-State performanceP-State powersave6M12M18M24M30MSE +/- 349026.46, N = 15SE +/- 38895.86, N = 3SE +/- 268896.33, N = 15SE +/- 47580.68, N = 330016318235992492999653921722326MIN: 979586 / MAX: 253907928MIN: 1060641 / MAX: 156949416MIN: 979600 / MAX: 247803840MIN: 1031810 / MAX: 151043112

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 performanceintel_cpufreq schedutilP-State performanceP-State powersave918273645SE +/- 0.20, N = 3SE +/- 0.41, N = 3SE +/- 0.22, N = 3SE +/- 0.28, N = 1530.0131.9930.3537.471. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave2004006008001000SE +/- 1.25, N = 3SE +/- 9.84, N = 15SE +/- 2.39, N = 3SE +/- 7.84, N = 151021.62884.751020.77831.331. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave2004006008001000SE +/- 2.40, N = 3SE +/- 8.72, N = 3SE +/- 2.67, N = 3SE +/- 2.19, N = 3821718811670MIN: 1 / MAX: 3226MIN: 1 / MAX: 3134MIN: 1 / MAX: 3166MIN: 1 / MAX: 2830

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 performanceintel_cpufreq schedutilP-State performanceP-State powersave9K18K27K36K45KSE +/- 61.65, N = 3SE +/- 352.77, N = 3SE +/- 117.93, N = 3SE +/- 711.79, N = 1233581.335239.033656.341126.8

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 performanceintel_cpufreq schedutilP-State performanceP-State powersave612182430SE +/- 0.19, N = 7SE +/- 0.19, N = 14SE +/- 0.24, N = 5SE +/- 0.38, N = 1521.4122.1921.4924.88

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 performanceintel_cpufreq schedutilP-State performanceP-State powersave306090120150SE +/- 0.00, N = 9SE +/- 0.00, N = 9142.86125.00142.86125.00MIN: 31.25MIN: 29.41 / MAX: 142.86MIN: 31.25MIN: 30.3 / MAX: 142.86

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 performanceintel_cpufreq schedutilP-State performanceP-State powersave20406080100SE +/- 0.49, N = 3SE +/- 0.27, N = 3SE +/- 0.15, N = 3SE +/- 0.59, N = 391.0891.8690.85102.20

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 performanceintel_cpufreq schedutilP-State performanceP-State powersave1632486480SE +/- 0.34, N = 5SE +/- 0.18, N = 5SE +/- 0.18, N = 5SE +/- 0.21, N = 574.2467.7574.0666.53MIN: 64.44 / MAX: 93.9MIN: 60.74 / MAX: 88.34MIN: 64.5 / MAX: 94.28MIN: 59.75 / MAX: 87.7

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 performanceintel_cpufreq schedutilP-State performanceP-State powersave20K40K60K80K100KSE +/- 63.65, N = 7SE +/- 807.72, N = 7SE +/- 83.85, N = 7SE +/- 842.11, N = 7100763.1191970.99100543.7290989.731. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave20406080100SE +/- 0.00, N = 3SE +/- 0.00, N = 3100.0090.91100.0090.91MIN: 55.56 / MAX: 111.11MIN: 47.62 / MAX: 100MIN: 62.5 / MAX: 111.11MIN: 58.82 / MAX: 100

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 performanceintel_cpufreq schedutilP-State performanceP-State powersave30K60K90K120K150KSE +/- 133.35, N = 9SE +/- 203.66, N = 8SE +/- 134.33, N = 9SE +/- 480.22, N = 8123176.72115501.41123544.09114946.461. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave40K80K120K160K200KSE +/- 495.98, N = 4SE +/- 196.76, N = 4SE +/- 364.13, N = 4SE +/- 1423.68, N = 4186973.06177878.68187300.47174911.021. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.1.0

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 performanceintel_cpufreq schedutilP-State performanceP-State powersave1122334455SE +/- 0.20, N = 3SE +/- 0.46, N = 6SE +/- 0.21, N = 3SE +/- 0.32, N = 1548.346.149.146.71. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave30060090012001500SE +/- 17.96, N = 9SE +/- 22.92, N = 9SE +/- 1.74, N = 3SE +/- 19.34, N = 91175.691156.491178.521106.691. (F9X) gfortran options: -lopenblas -lFoX_dom -lFoX_sax -lFoX_wxml -lFoX_common -lFoX_utils -lFoX_fsys -lfftw3 -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz

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 performanceintel_cpufreq schedutilP-State performanceP-State powersave20406080100SE +/- 0.32, N = 3SE +/- 0.75, N = 15SE +/- 0.75, N = 15SE +/- 0.55, N = 383.181.586.782.71. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave0.65931.31861.97792.63723.2965SE +/- 0.00, N = 5SE +/- 0.03, N = 15SE +/- 0.01, N = 5SE +/- 0.00, N = 42.932.782.932.85

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 performanceintel_cpufreq schedutilP-State performanceP-State powersave714212835SE +/- 0.15, N = 3SE +/- 0.27, N = 3SE +/- 0.11, N = 3SE +/- 0.03, N = 328.2829.2528.4029.72

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 performanceintel_cpufreq schedutilP-State performanceP-State powersave20406080100SE +/- 0.56, N = 6SE +/- 0.80, N = 6SE +/- 0.42, N = 6SE +/- 0.79, N = 6106.17102.70107.63106.62MIN: 84.09 / MAX: 112.29MIN: 81.43 / MAX: 111.73MIN: 88.63 / MAX: 112.78MIN: 84.26 / MAX: 112.87

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 performanceintel_cpufreq schedutilP-State performanceP-State powersave4080120160200SE +/- 0.59, N = 3SE +/- 1.14, N = 3SE +/- 1.07, N = 3SE +/- 1.18, N = 3191.80191.17190.69199.40

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 performanceintel_cpufreq schedutilP-State performanceP-State powersave48121620SE +/- 0.01, N = 3SE +/- 0.14, N = 7SE +/- 0.15, N = 15SE +/- 0.06, N = 314.4915.0714.7914.921. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave2K4K6K8K10KSE +/- 38.79, N = 4SE +/- 22.19, N = 3SE +/- 60.08, N = 13SE +/- 65.72, N = 38938.098634.308920.108620.971. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave400K800K1200K1600K2000KSE +/- 4355.52, N = 3SE +/- 4960.83, N = 3SE +/- 8888.13, N = 3SE +/- 19689.28, N = 31809667174801718038401757269MIN: 24362 / MAX: 5849692MIN: 13879 / MAX: 5825120MIN: 24013 / MAX: 5810552MIN: 18102 / MAX: 5872318

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 performanceintel_cpufreq schedutilP-State performanceP-State powersave40K80K120K160K200KSE +/- 230.36, N = 4SE +/- 322.38, N = 4SE +/- 313.16, N = 4SE +/- 416.58, N = 4197821.88191705.02197815.31191166.411. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave306090120150SE +/- 1.26, N = 15SE +/- 0.00, N = 8SE +/- 1.64, N = 15SE +/- 0.00, N = 8112.96111.11114.81111.11MIN: 26.32 / MAX: 125MIN: 22.73MIN: 24.39 / MAX: 125MIN: 22.22

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 performanceintel_cpufreq schedutilP-State performanceP-State powersave20406080100SE +/- 0.20, N = 3SE +/- 0.55, N = 3SE +/- 0.34, N = 3SE +/- 0.44, N = 3104.51107.39105.10107.73

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 performanceintel_cpufreq schedutilP-State performanceP-State powersave6001200180024003000SE +/- 5.86, N = 4SE +/- 32.51, N = 4SE +/- 15.07, N = 4SE +/- 29.00, N = 42978.522926.263014.772999.721. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent_core -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.1.0

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.Cintel_cpufreq performanceintel_cpufreq schedutilP-State performanceP-State powersave30K60K90K120K150KSE +/- 209.39, N = 10SE +/- 233.06, N = 10SE +/- 89.79, N = 10SE +/- 333.81, N = 10120124.05117869.49120084.27116754.161. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave150K300K450K600K750KSE +/- 6399.11, N = 3SE +/- 2013.17, N = 3SE +/- 2267.77, N = 3SE +/- 5220.61, N = 3677421672254663707682153

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 performanceintel_cpufreq schedutilP-State performanceP-State powersave510152025SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 318.5218.7518.5018.98

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 performanceintel_cpufreq schedutilP-State performanceP-State powersave20406080100SE +/- 0.14, N = 3SE +/- 0.38, N = 3SE +/- 0.48, N = 3SE +/- 0.41, N = 389.4987.9989.0987.21MIN: 71.05 / MAX: 98.17MIN: 70.3 / MAX: 98.24MIN: 70.73 / MAX: 97.89MIN: 69.09 / MAX: 97.86

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 performanceintel_cpufreq schedutilP-State performanceP-State powersave1.08612.17223.25834.34445.4305SE +/- 0.019, N = 8SE +/- 0.014, N = 8SE +/- 0.036, N = 8SE +/- 0.041, N = 154.7294.7104.7464.8271. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave9K18K27K36K45KSE +/- 83.53, N = 3SE +/- 380.67, N = 7SE +/- 274.68, N = 3SE +/- 341.07, N = 9423384174342389414211. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave2K4K6K8K10KSE +/- 24.06, N = 3SE +/- 65.66, N = 3SE +/- 25.12, N = 3SE +/- 58.56, N = 1283808334839282121. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave9K18K27K36K45KSE +/- 69.22, N = 8SE +/- 42.28, N = 8SE +/- 113.89, N = 8SE +/- 83.38, N = 740226.0239430.6640261.2639485.721. (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

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 performanceintel_cpufreq schedutilP-State performanceP-State powersave0.65931.31861.97792.63723.2965SE +/- 0.01, N = 5SE +/- 0.02, N = 4SE +/- 0.01, N = 5SE +/- 0.01, N = 42.932.882.932.87

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 performanceintel_cpufreq schedutilP-State performanceP-State powersave918273645SE +/- 0.21, N = 3SE +/- 0.12, N = 3SE +/- 0.20, N = 3SE +/- 0.17, N = 340.8340.0740.6540.141. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave6001200180024003000SE +/- 4.37, N = 3SE +/- 4.60, N = 15SE +/- 5.29, N = 15SE +/- 16.96, N = 32609.72594.72561.82563.21. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave40M80M120M160M200MSE +/- 2150017.23, N = 3SE +/- 1451422.61, N = 15SE +/- 1592768.45, N = 3SE +/- 1103002.46, N = 31786294741754461821771314281770311221. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave918273645SE +/- 0.47, N = 3SE +/- 0.18, N = 3SE +/- 0.13, N = 3SE +/- 0.23, N = 339.7539.2039.4239.821. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave4080120160200SE +/- 0.29, N = 3SE +/- 1.89, N = 3SE +/- 0.44, N = 3SE +/- 2.36, N = 31971941941961. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave306090120150SE +/- 0.45, N = 3SE +/- 0.14, N = 3SE +/- 0.50, N = 3SE +/- 0.40, N = 3127.33127.69127.32129.27

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 performanceintel_cpufreq schedutilP-State performanceP-State powersave100200300400500SE +/- 0.73, N = 3SE +/- 5.29, N = 3SE +/- 5.43, N = 3SE +/- 2.02, N = 34764834834801. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave0.3150.630.9451.261.575SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.401.381.401.38

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 performanceintel_cpufreq schedutilP-State performanceP-State powersave1632486480SE +/- 0.15, N = 3SE +/- 0.13, N = 3SE +/- 0.04, N = 3SE +/- 0.08, N = 371.2272.2471.2772.17

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 performanceintel_cpufreq schedutilP-State performanceP-State powersave10002000300040005000SE +/- 11.74, N = 4SE +/- 36.10, N = 4SE +/- 24.52, N = 4SE +/- 10.80, N = 44574.834510.294539.994538.691. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave246810SE +/- 0.076, N = 6SE +/- 0.044, N = 6SE +/- 0.078, N = 15SE +/- 0.058, N = 157.7277.7127.8167.7101. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave3691215SE +/- 0.02, N = 4SE +/- 0.01, N = 4SE +/- 0.05, N = 4SE +/- 0.03, N = 411.0611.2111.0611.191. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave6001200180024003000SE +/- 2.06, N = 3SE +/- 8.19, N = 6SE +/- 9.19, N = 3SE +/- 4.94, N = 152713.12693.42677.92711.61. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave3691215SE +/- 0.011, N = 3SE +/- 0.035, N = 3SE +/- 0.048, N = 3SE +/- 0.038, N = 39.1029.0429.0528.9991. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave816243240SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 335.8535.7935.8335.501. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave20406080100SE +/- 0.16, N = 3SE +/- 0.38, N = 3SE +/- 0.09, N = 3SE +/- 0.19, N = 3104.27105.10104.76105.031. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave700M1400M2100M2800M3500MSE +/- 5955109.85, N = 3SE +/- 1071343.91, N = 3SE +/- 2605762.84, N = 3SE +/- 12922117.13, N = 330967000003082533333308510000030739333331. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave700M1400M2100M2800M3500MSE +/- 5329477.77, N = 3SE +/- 4817445.15, N = 3SE +/- 6806124.69, N = 3SE +/- 10910901.79, N = 332934000003291466667329300000032701333331. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave3691215SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 310.3110.3110.3110.38MIN: 8.26 / MAX: 10.75MIN: 7.75 / MAX: 10.53MIN: 8.33 / MAX: 10.75MIN: 8.06 / MAX: 10.53

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path Tracerintel_cpufreq performanceintel_cpufreq schedutilP-State performanceP-State powersave3691215SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 310.4210.3810.4510.42MIN: 7.14 / MAX: 10.64MIN: 7.69 / MAX: 10.53MIN: 7.94 / MAX: 10.75MIN: 7.69 / MAX: 10.64

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 performanceintel_cpufreq schedutilP-State performanceP-State powersave0.06130.12260.18390.24520.3065SE +/- 0.00021, N = 3SE +/- 0.00043, N = 3SE +/- 0.00055, N = 3SE +/- 0.00040, N = 30.270510.272270.271680.27093

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 performanceintel_cpufreq schedutilP-State performanceP-State powersave20K40K60K80K100KSE +/- 55.17, N = 4SE +/- 142.93, N = 3SE +/- 159.72, N = 4SE +/- 139.83, N = 391830.5691642.3391817.7691313.601. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave4008001200160020001882.21880.01888.21882.31. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave80160240320400SE +/- 1.39, N = 3SE +/- 1.38, N = 3SE +/- 1.34, N = 3SE +/- 1.16, N = 3349.03349.44349.99350.271. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave20406080100SE +/- 0.52, N = 3SE +/- 0.27, N = 3SE +/- 0.01, N = 3SE +/- 0.44, N = 3104.09104.18104.19104.341. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave120K240K360K480K600KSE +/- 491.89, N = 3SE +/- 1875.50, N = 3SE +/- 2262.00, N = 3SE +/- 1289.77, N = 3572679571632572149572065

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 performanceintel_cpufreq schedutilP-State performanceP-State powersave2K4K6K8K10K9875.269889.919885.569892.421. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave60120180240300SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.01, N = 3SE +/- 0.12, N = 3289.98290.42290.14290.411. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave714212835SE +/- 0.00, N = 5SE +/- 0.00, N = 5SE +/- 0.00, N = 5SE +/- 0.00, N = 527.7827.7827.7827.78MIN: 17.54 / MAX: 29.41MIN: 16.95 / MAX: 28.57MIN: 17.54 / MAX: 29.41MIN: 15.87 / MAX: 29.41

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVisintel_cpufreq performanceintel_cpufreq schedutilP-State performanceP-State powersave510152025SE +/- 0.00, N = 4SE +/- 0.00, N = 4SE +/- 0.00, N = 4SE +/- 0.00, N = 418.8718.8718.8718.87MIN: 12.99 / MAX: 19.61MIN: 12.2 / MAX: 19.23MIN: 13.89 / MAX: 19.61MIN: 13.7 / MAX: 19.23

CPU Temperature Monitor

OpenBenchmarking.orgCelsiusCPU Temperature MonitorPhoronix Test Suite System Monitoringintel_cpufreq performanceintel_cpufreq schedutilP-State performanceP-State powersave1530456075Min: 36 / Avg: 63.47 / Max: 78Min: 28 / Avg: 59.65 / Max: 78Min: 36 / Avg: 62.03 / Max: 80Min: 28 / Avg: 58.72 / Max: 79

CPU Power Consumption Monitor

OpenBenchmarking.orgWattsCPU Power Consumption MonitorPhoronix Test Suite System Monitoringintel_cpufreq performanceintel_cpufreq schedutilP-State performanceP-State powersave130260390520650Min: 137.84 / Avg: 417.23 / Max: 641.13Min: 53.9 / Avg: 368.68 / Max: 634.98Min: 70.83 / Avg: 413.76 / Max: 639.8Min: 53.58 / Avg: 371.79 / Max: 722.02

CPU Peak Freq (Highest CPU Core Frequency) Monitor

OpenBenchmarking.orgMegahertzCPU Peak Freq (Highest CPU Core Frequency) MonitorPhoronix Test Suite System Monitoringintel_cpufreq performanceintel_cpufreq schedutilP-State performanceP-State powersave6001200180024003000Min: 2162 / Avg: 3195.19 / Max: 3483Min: 801 / Avg: 3003.21 / Max: 3442Min: 2195 / Avg: 3186.64 / Max: 3518Min: 801 / Avg: 2883.69 / Max: 3537

PostgreSQL pgbench

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

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

MinAvgMaxintel_cpufreq performance219033563436intel_cpufreq schedutil95833173442P-State performance300033663407P-State powersave80130223437OpenBenchmarking.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 performanceintel_cpufreq schedutilP-State performanceP-State powersave0.06480.12960.19440.25920.324SE +/- 0.006, N = 15SE +/- 0.005, N = 15SE +/- 0.003, N = 3SE +/- 0.002, N = 150.2880.2850.2710.2771. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave200K400K600K800K1000KSE +/- 16646.22, N = 15SE +/- 15445.86, N = 15SE +/- 9754.80, N = 3SE +/- 7359.52, N = 158764628853799241909064341. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

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

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

MinAvgMaxintel_cpufreq performance300033623441intel_cpufreq schedutil165233023405P-State performance300033553413P-State powersave80128213436OpenBenchmarking.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 performanceintel_cpufreq schedutilP-State performanceP-State powersave0.05760.11520.17280.23040.288SE +/- 0.000, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 3SE +/- 0.005, N = 150.0810.0810.0810.2561. (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 performanceintel_cpufreq schedutilP-State performanceP-State powersave300K600K900K1200K1500KSE +/- 3615.78, N = 3SE +/- 11834.71, N = 3SE +/- 5304.66, N = 3SE +/- 8388.30, N = 151231983122857012367133933291. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

Liquid-DSP

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

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

MinAvgMaxintel_cpufreq performance310032423403intel_cpufreq schedutil182332163407P-State performance310232143404P-State powersave80128433300OpenBenchmarking.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 performanceintel_cpufreq schedutilP-State performanceP-State powersave1.4M2.8M4.2M5.6M7M6437714.606436493.636392760.376754065.39

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 64 - Buffer Length: 256 - Filter Length: 57intel_cpufreq performanceintel_cpufreq schedutilP-State performanceP-State powersave700M1400M2100M2800M3500MSE +/- 8774394.57, N = 3SE +/- 69564540.69, N = 12SE +/- 5500404.03, N = 3SE +/- 19182283.49, N = 330726000003003125000306613333330299000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

PJSIP

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

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

MinAvgMaxintel_cpufreq performance340334053414intel_cpufreq schedutil80117383403P-State performance340034043409P-State powersave8019633400OpenBenchmarking.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 performanceintel_cpufreq schedutilP-State performanceP-State powersave61218243023.0523.6223.2724.58

OpenBenchmarking.orgResponses Per Second, More Is BetterPJSIP 2.11Method: INVITEintel_cpufreq performanceintel_cpufreq schedutilP-State performanceP-State powersave12002400360048006000SE +/- 15.21, N = 3SE +/- 50.72, N = 15SE +/- 7.17, N = 3SE +/- 29.86, N = 1554162540539325481. (CC) gcc options: -lstdc++ -lssl -lcrypto -luuid -lm -lrt -lpthread -lasound -O2

libavif avifenc

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

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

MinAvgMaxintel_cpufreq performance340334043408intel_cpufreq schedutil80231133405P-State performance340334033404P-State powersave80125453404OpenBenchmarking.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 performanceintel_cpufreq schedutilP-State performanceP-State powersave246810SE +/- 0.040, N = 6SE +/- 0.124, N = 15SE +/- 0.031, N = 6SE +/- 0.141, N = 157.2768.4867.2488.8331. (CXX) g++ options: -O3 -fPIC -lm

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

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

MinAvgMaxintel_cpufreq performance340334053410intel_cpufreq schedutil80228523404P-State performance340334043410P-State powersave80124983404OpenBenchmarking.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 performanceintel_cpufreq schedutilP-State performanceP-State powersave1.17112.34223.51334.68445.8555SE +/- 0.013, N = 8SE +/- 0.066, N = 15SE +/- 0.014, N = 8SE +/- 0.099, N = 154.3405.1344.3415.2051. (CXX) g++ options: -O3 -fPIC -lm

AOM AV1

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

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

MinAvgMaxintel_cpufreq performance340334043409intel_cpufreq schedutil90829633409P-State performance340034043434P-State powersave80122633318OpenBenchmarking.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 performanceintel_cpufreq schedutilP-State performanceP-State powersave0.00740.01480.02220.02960.0370.0330.0250.0320.031

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.1Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 4Kintel_cpufreq performanceintel_cpufreq schedutilP-State performanceP-State powersave3691215SE +/- 0.09, N = 3SE +/- 0.08, N = 12SE +/- 0.03, N = 3SE +/- 0.05, N = 310.014.009.693.941. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

Rodinia

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

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

MinAvgMaxintel_cpufreq performance340034043417intel_cpufreq schedutil144426853413P-State performance323334033414P-State powersave80123583401OpenBenchmarking.orgMegahertz, More Is BetterRodinia 3.1CPU Peak Freq (Highest CPU Core Frequency) Monitor8001600240032004000

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP Leukocyteintel_cpufreq performanceintel_cpufreq schedutilP-State performanceP-State powersave1530456075SE +/- 0.69, N = 15SE +/- 1.35, N = 15SE +/- 0.64, N = 12SE +/- 0.69, N = 647.1163.2946.3669.051. (CXX) g++ options: -O2 -lOpenCL

Darmstadt Automotive Parallel Heterogeneous Suite

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

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

MinAvgMaxintel_cpufreq performance340334033405intel_cpufreq schedutil80128383406P-State performance340334043407P-State powersave80128203406OpenBenchmarking.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 performanceintel_cpufreq schedutilP-State performanceP-State powersave0.99991.99982.99973.99964.99953.9134.3223.9484.444

OpenBenchmarking.orgTest Cases Per Minute, More Is BetterDarmstadt Automotive Parallel Heterogeneous SuiteBackend: OpenMP - Kernel: NDT Mappingintel_cpufreq performanceintel_cpufreq schedutilP-State performanceP-State powersave2004006008001000SE +/- 4.97, N = 3SE +/- 19.99, N = 14SE +/- 4.79, N = 3SE +/- 18.61, N = 15914.70743.01924.84742.301. (CXX) g++ options: -O3 -std=c++11 -fopenmp

ONNX Runtime

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

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

MinAvgMaxintel_cpufreq performance300030283404intel_cpufreq schedutil220230183403P-State performance300030253407P-State powersave80129673401OpenBenchmarking.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 performanceintel_cpufreq schedutilP-State performanceP-State powersave0.25670.51340.77011.02681.28351.1131.1171.0641.141

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: bertsquad-10 - Device: OpenMP CPUintel_cpufreq performanceintel_cpufreq schedutilP-State performanceP-State powersave110220330440550SE +/- 6.15, N = 12SE +/- 8.53, N = 12SE +/- 2.17, N = 3SE +/- 10.98, N = 95035044775091. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

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

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

MinAvgMaxintel_cpufreq performance300030233403intel_cpufreq schedutil300030133405P-State performance300030223406P-State powersave80129873006OpenBenchmarking.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 performanceintel_cpufreq schedutilP-State performanceP-State powersave4812162015.0314.6214.4314.99

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: super-resolution-10 - Device: OpenMP CPUintel_cpufreq performanceintel_cpufreq schedutilP-State performanceP-State powersave15003000450060007500SE +/- 156.45, N = 12SE +/- 210.11, N = 12SE +/- 200.91, N = 12SE +/- 205.17, N = 1269556756662668981. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

ArrayFire

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

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

MinAvgMaxintel_cpufreq performance340334043410intel_cpufreq schedutil230332843405P-State performance340334043408P-State powersave80125703405OpenBenchmarking.orgMegahertz, More Is BetterArrayFire 3.7CPU Peak Freq (Highest CPU Core Frequency) Monitor8001600240032004000

OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient CPUintel_cpufreq performanceintel_cpufreq schedutilP-State performanceP-State powersave246810SE +/- 0.128, N = 15SE +/- 0.088, N = 15SE +/- 0.068, N = 15SE +/- 0.067, N = 154.0056.4546.1314.2921. (CXX) g++ options: -rdynamic

NAS Parallel Benchmarks

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

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

MinAvgMaxintel_cpufreq performance340034033409intel_cpufreq schedutil197128763404P-State performance311033813410P-State powersave80118763000OpenBenchmarking.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 performanceintel_cpufreq schedutilP-State performanceP-State powersave102030405028.9131.0427.7042.62

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.Cintel_cpufreq performanceintel_cpufreq schedutilP-State performanceP-State powersave17003400510068008500SE +/- 128.21, N = 15SE +/- 121.94, N = 15SE +/- 165.19, N = 15SE +/- 109.82, N = 127705.446157.587610.186051.901. (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