AMD EPYC Genoa Memory Scaling

Benchmarks by Michael Larabel for a future article.

HTML result view exported from: https://openbenchmarking.org/result/2212240-NE-AMDEPYCGE62&export=pdf&gru&sor&rro.

AMD EPYC Genoa Memory ScalingProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerVulkanCompilerFile-SystemScreen Resolution12c10c8c6c2 x AMD EPYC 9654 96-Core @ 2.40GHz (192 Cores / 384 Threads)AMD Titanite_4G (RTI1002E BIOS)AMD Device 14a41520GB800GB INTEL SSDPF21Q800GBASPEEDVGA HDMIBroadcom NetXtreme BCM5720 PCIeUbuntu 22.106.1.0-phx (x86_64)GNOME Shell 43.0X Server 1.21.1.41.3.224GCC 12.2.0 + Clang 15.0.2-1ext41920x10801264GB1008GB768GBOpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-gcn/usr --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-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 Processor Details- Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa10110dJava Details- OpenJDK Runtime Environment (build 11.0.17+8-post-Ubuntu-1ubuntu2)Python Details- Python 3.10.7Security Details- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

AMD EPYC Genoa Memory Scalingminibude: OpenMP - BM2nekrs: TurboPipe Periodicopenvino: Face Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP32 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUembree: Pathtracer ISPC - Crownembree: Pathtracer ISPC - Asian Dragonkvazaar: Bosphorus 4K - Mediumkvazaar: Bosphorus 4K - Very Fastkvazaar: Bosphorus 4K - Ultra Fastsvt-av1: Preset 12 - Bosphorus 4Ksimdjson: Kostyasimdjson: TopTweetsimdjson: LargeRandsimdjson: PartialTweetssimdjson: DistinctUserIDminibude: OpenMP - BM2hpcg: mt-dgemm: Sustained Floating-Point Ratexmrig: Monero - 1Mxmrig: Wownero - 1Moidn: RT.hdr_alb_nrm.3840x2160oidn: RTLightmap.hdr.4096x4096tensorflow: CPU - 256 - ResNet-50onnx: fcn-resnet101-11 - CPU - Standardopenvkl: vklBenchmark ISPCospray: particle_volume/ao/real_timeospray: particle_volume/scivis/real_timeospray: particle_volume/pathtracer/real_timeospray: gravity_spheres_volume/dim_512/ao/real_timeospray: gravity_spheres_volume/dim_512/scivis/real_timeospray: gravity_spheres_volume/dim_512/pathtracer/real_timedeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamdeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Streamdeepsparse: CV Detection,YOLOv5s COCO - Asynchronous Multi-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamluxcorerender: Danish Mood - CPUluxcorerender: Orange Juice - CPUcompress-7zip: Compression Ratingcompress-7zip: Decompression Ratingastcenc: Thoroughastcenc: Exhaustivegromacs: MPI CPU - water_GMX50_barecassandra: Writescockroach: MoVR - 512cockroach: MoVR - 1024cockroach: KV, 10% Reads - 512cockroach: KV, 50% Reads - 512cockroach: KV, 60% Reads - 512cockroach: KV, 95% Reads - 512cockroach: KV, 10% Reads - 1024cockroach: KV, 50% Reads - 1024cockroach: KV, 60% Reads - 1024cockroach: KV, 95% Reads - 1024stargate: 96000 - 1024stargate: 192000 - 1024nginx: 500liquid-dsp: 256 - 256 - 57liquid-dsp: 384 - 256 - 57graph500: 26npb: CG.Cnpb: IS.Dnpb: LU.Cnpb: MG.Cnpb: SP.Cnamd: ATPase Simulation - 327,506 Atomsonednn: IP Shapes 3D - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Training - u8s8f32 - CPUonednn: Recurrent Neural Network Inference - u8s8f32 - CPUonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUonednn: Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPUopenvino: Face Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP32 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamdeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Streamdeepsparse: CV Detection,YOLOv5s COCO - Asynchronous Multi-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamdacapobench: H2dacapobench: Jythonrodinia: OpenMP CFD Solverrodinia: OpenMP Streamclusternwchem: C240 Buckyballincompact3d: X3D-benchmarking input.i3dopenfoam: drivaerFastback, Medium Mesh Size - Execution Timeopenradioss: Bumper Beamopenradioss: Bird Strike on Windshieldopenradioss: INIVOL and Fluid Structure Interaction Drop Containerrelion: Basic - CPUavifenc: 0avifenc: 2avifenc: 6avifenc: 6, Losslessavifenc: 10, Losslessbuild-apache: Time To Compilebuild-gdb: Time To Compilebuild-gem5: Time To Compilebuild-godot: Time To Compilebuild-linux-kernel: defconfigbuild-linux-kernel: allmodconfigbuild-llvm: Ninjabuild-mesa: Time To Compilebuild-mplayer: Time To Compilebuild-nodejs: Time To Compilebuild-php: Time To Compilebuild2: Time To Compilewrf: conus 2.5kmgpaw: Carbon Nanotubeblender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyblender: Barbershop - CPU-Only12c10c8c6c345.612821462000000101.7442.9842.957394.65191.4311018.379867.41959.1619171.519038.47147769.26119606.21182.4498213.750762.5673.4477.83251.7694.116.591.255.656.868640.31086.814370.407733104604.6126465.63.521.65109.13254132543.706142.7970229.26943.977543.126253.774884.3506761.4853856.01861964.27301195.9102615.447484.24709.6928.829231761181435106.566311.725018.706251793948.5953.835970.047621.952330.164467.636846.947465.552573.364661.84.3458902.829061201032.06103470000001034700000056515200080225.018491.01489164.65209846.76260471.500.127833.954711968.702344.292275.860.446930470.981109.451110.686.48250.344.354.8549.989.955.300.550.971133.2823125.7196111.890948.767380.0790155.47971133.4774480233806.0506.0011537.1125.526248109.5372179.86216.8881.57128.10163.24734.8482.4595.2874.24120.46141.709139.23834.03225.501147.14775.65520.1177.777101.46544.51949.9174070.1923.1518.5820.9281.03346.679786258000000102.0142.9443.187425.10192.3011066.169900.47934.7119254.089063.84147717.32122938.23184.7346214.309362.2375.3577.30241.3694.116.491.255.676.848666.98048.294570.613775102599.6127226.63.441.63105.91255131743.031642.9999230.28243.996943.328754.408384.4822742.7956844.42681965.56061201.1391611.292684.26579.6228.198934331171627106.854211.763718.677243603949.6949.535993.149102.751748.860769.735776.848449.051959.562029.84.3545562.806190198858.66103400000001035266666757401800081179.007124.92489995.20177097.42239496.010.127594.009382030.722438.002325.710.463454469.431110.441104.596.45249.124.334.8351.299.915.280.550.981133.1821128.9249113.407948.743179.7139156.53741135.1845483233296.0746.2851531146.289830117.9400379.70218.2281.15151.39863.24634.9092.4115.2864.33720.48042.412134.37333.61625.407145.41075.44020.2057.755101.94144.60849.8004563.18323.3738.4220.7680.37344.639740247000000101.2642.5942.227389.00192.2511108.169931.49875.3919278.939113.11152292.39123571.68185.4907217.406061.8173.0476.84227.8984.116.571.255.666.868615.96745.000571.010323101953.5127081.23.471.64105.01257132543.970043.8442228.58144.230243.431054.508784.2115705.7116773.06861954.12271201.9839614.610584.15469.5629.048794301159901107.110811.809018.678240854960.3946.934832.947596.652515.264111.936685.747498.152559.058195.54.3514022.811555197081.98103376666671034966666753185400079784.156675.71466769.54153458.78208535.230.127683.993051982.152375.452371.780.465796472.841119.791129.016.49249.264.314.8254.809.905.260.550.981136.8544135.6212123.857648.998279.6865155.81911137.5119473133695.9706.0181519.6270.091271166.1497179.20219.4581.09221.33662.96134.6872.4205.2704.25220.58942.409136.79333.90525.528147.37775.72520.1077.808101.14944.58349.8716551.87624.5988.3420.6880.18346.077659554333333101.0841.3341.447306.47191.2911150.329959.38817.2719314.049081.73151213.17121027.25187.6107221.289861.4071.4175.86221.1614.116.551.245.696.838651.92436.541170.898312100446.2126057.73.291.5495.67253121243.357543.2396230.44044.271643.289954.605482.4869575.7518635.02461930.32771190.5286608.533682.26139.4928.908249261177484106.509511.820717.940246882954.7952.735742.347428.051275.162666.536329.647593.952626.460137.34.3647672.824814196805.30103403333331034900000039249600071662.285690.01454360.62117733.57167474.700.128203.964882072.572479.622471.570.465059473.691153.701150.546.56250.494.304.8158.679.895.280.540.971148.4964166.4322150.916749.627880.4399157.21641148.3278483033456.1526.4091517.9348.880025227.8959579.62219.1080.81258.50063.80334.8742.4355.3304.25020.72043.245134.69533.67124.747145.76676.74720.1577.773102.77644.69850.0847432.65526.3088.3320.7179.93OpenBenchmarking.org

miniBUDE

Implementation: OpenMP - Input Deck: BM2

OpenBenchmarking.orgBillion Interactions/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM28c12c6c10c80160240320400SE +/- 2.53, N = 3SE +/- 1.09, N = 3SE +/- 3.87, N = 3SE +/- 1.26, N = 3344.64345.61346.08346.681. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

nekRS

Input: TurboPipe Periodic

OpenBenchmarking.orgFLOP/s, More Is BetternekRS 22.0Input: TurboPipe Periodic6c8c10c12c200000M400000M600000M800000M1000000MSE +/- 1934071468.29, N = 3SE +/- 5892587066.25, N = 3SE +/- 7825985326.68, N = 3SE +/- 9551971733.63, N = 36595543333337402470000007862580000008214620000001. (CXX) g++ options: -fopenmp -O2 -march=native -mtune=native -ftree-vectorize -lmpi_cxx -lmpi

OpenVINO

Model: Face Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPU6c8c12c10c20406080100SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 3101.08101.26101.74102.011. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

OpenVINO

Model: Person Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPU6c8c10c12c1020304050SE +/- 0.17, N = 3SE +/- 0.15, N = 3SE +/- 0.12, N = 3SE +/- 0.13, N = 341.3342.5942.9442.981. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

OpenVINO

Model: Person Detection FP32 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPU6c8c12c10c1020304050SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.32, N = 3SE +/- 0.20, N = 341.4442.2242.9543.181. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

OpenVINO

Model: Vehicle Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPU6c8c12c10c16003200480064008000SE +/- 4.59, N = 3SE +/- 6.27, N = 3SE +/- 2.30, N = 3SE +/- 13.32, N = 37306.477389.007394.657425.101. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPU6c12c8c10c4080120160200SE +/- 0.09, N = 3SE +/- 0.21, N = 3SE +/- 0.48, N = 3SE +/- 0.03, N = 3191.29191.43192.25192.301. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

OpenVINO

Model: Vehicle Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPU12c10c8c6c2K4K6K8K10KSE +/- 1.42, N = 3SE +/- 3.30, N = 3SE +/- 1.79, N = 3SE +/- 1.79, N = 311018.3711066.1611108.1611150.321. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

OpenVINO

Model: Weld Porosity Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPU12c10c8c6c2K4K6K8K10KSE +/- 2.57, N = 3SE +/- 2.08, N = 3SE +/- 7.50, N = 3SE +/- 3.42, N = 39867.419900.479931.499959.381. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

OpenVINO

Model: Machine Translation EN To DE FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPU6c8c10c12c2004006008001000SE +/- 5.14, N = 3SE +/- 8.79, N = 6SE +/- 1.48, N = 3SE +/- 2.32, N = 3817.27875.39934.71959.161. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

OpenVINO

Model: Weld Porosity Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPU12c10c8c6c4K8K12K16K20KSE +/- 12.43, N = 3SE +/- 30.88, N = 3SE +/- 31.30, N = 3SE +/- 33.95, N = 319171.5119254.0819278.9319314.041. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

OpenVINO

Model: Person Vehicle Bike Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPU12c10c6c8c2K4K6K8K10KSE +/- 9.96, N = 3SE +/- 5.19, N = 3SE +/- 7.67, N = 3SE +/- 2.85, N = 39038.479063.849081.739113.111. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

OpenVINO

Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU10c12c6c8c30K60K90K120K150KSE +/- 1134.97, N = 10SE +/- 745.28, N = 3SE +/- 365.43, N = 3SE +/- 994.61, N = 3147717.32147769.26151213.17152292.391. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

OpenVINO

Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU12c6c10c8c30K60K90K120K150KSE +/- 1214.59, N = 3SE +/- 681.80, N = 3SE +/- 815.42, N = 3SE +/- 1158.58, N = 3119606.21121027.25122938.23123571.681. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: Crown12c10c8c6c4080120160200SE +/- 1.01, N = 3SE +/- 0.47, N = 3SE +/- 0.36, N = 3SE +/- 0.33, N = 3182.45184.73185.49187.61MIN: 128.42 / MAX: 209.42MIN: 137.82 / MAX: 210.21MIN: 134.45 / MAX: 211.64MIN: 146.69 / MAX: 208.25

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: Asian Dragon12c10c8c6c50100150200250SE +/- 0.13, N = 3SE +/- 0.47, N = 3SE +/- 0.39, N = 3SE +/- 0.46, N = 3213.75214.31217.41221.29MIN: 209.16 / MAX: 225.43MIN: 209.11 / MAX: 223.97MIN: 211.73 / MAX: 230.1MIN: 215.19 / MAX: 233.21

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Medium

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.1Video Input: Bosphorus 4K - Video Preset: Medium6c8c10c12c1428425670SE +/- 0.53, N = 3SE +/- 0.73, N = 3SE +/- 0.11, N = 3SE +/- 0.68, N = 361.4061.8162.2362.561. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Very Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.1Video Input: Bosphorus 4K - Video Preset: Very Fast6c8c12c10c20406080100SE +/- 0.77, N = 3SE +/- 1.04, N = 3SE +/- 0.58, N = 10SE +/- 0.74, N = 371.4173.0473.4475.351. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Ultra Fast

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.1Video Input: Bosphorus 4K - Video Preset: Ultra Fast6c8c10c12c20406080100SE +/- 0.63, N = 3SE +/- 0.71, N = 3SE +/- 1.02, N = 3SE +/- 0.66, N = 375.8676.8477.3077.831. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

SVT-AV1

Encoder Mode: Preset 12 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 12 - Input: Bosphorus 4K6c8c10c12c60120180240300SE +/- 9.18, N = 13SE +/- 7.53, N = 15SE +/- 7.16, N = 15SE +/- 7.35, N = 15221.16227.90241.37251.77

simdjson

Throughput Test: Kostya

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: Kostya12c10c8c6c0.92481.84962.77443.69924.624SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 34.114.114.114.111. (CXX) g++ options: -O3

simdjson

Throughput Test: TopTweet

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: TopTweet10c6c8c12c246810SE +/- 0.07, N = 6SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 36.496.556.576.591. (CXX) g++ options: -O3

simdjson

Throughput Test: LargeRandom

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: LargeRandom6c12c10c8c0.28130.56260.84391.12521.4065SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.241.251.251.251. (CXX) g++ options: -O3

simdjson

Throughput Test: PartialTweets

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: PartialTweets12c8c10c6c1.28032.56063.84095.12126.4015SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 35.655.665.675.691. (CXX) g++ options: -O3

simdjson

Throughput Test: DistinctUserID

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: DistinctUserID6c10c12c8c246810SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 36.836.846.866.861. (CXX) g++ options: -O3

miniBUDE

Implementation: OpenMP - Input Deck: BM2

OpenBenchmarking.orgGFInst/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM28c12c6c10c2K4K6K8K10KSE +/- 63.13, N = 3SE +/- 27.15, N = 3SE +/- 96.81, N = 3SE +/- 31.49, N = 38615.978640.318651.928666.981. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

High Performance Conjugate Gradient

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.16c8c10c12c20406080100SE +/- 0.99, N = 9SE +/- 0.49, N = 9SE +/- 3.31, N = 9SE +/- 1.12, N = 1236.5445.0048.2986.811. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi_cxx -lmpi

ACES DGEMM

Sustained Floating-Point Rate

OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point Rate12c10c6c8c1632486480SE +/- 0.33, N = 3SE +/- 0.02, N = 3SE +/- 0.13, N = 3SE +/- 0.05, N = 370.4170.6170.9071.011. (CC) gcc options: -O3 -march=native -fopenmp

Xmrig

Variant: Monero - Hash Count: 1M

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.18.1Variant: Monero - Hash Count: 1M6c8c10c12c20K40K60K80K100KSE +/- 214.10, N = 3SE +/- 383.60, N = 3SE +/- 152.19, N = 3SE +/- 328.13, N = 3100446.2101953.5102599.6104604.61. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

Xmrig

Variant: Wownero - Hash Count: 1M

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.18.1Variant: Wownero - Hash Count: 1M6c12c8c10c30K60K90K120K150KSE +/- 349.73, N = 3SE +/- 849.90, N = 3SE +/- 122.05, N = 3SE +/- 70.55, N = 3126057.7126465.6127081.2127226.61. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

Intel Open Image Denoise

Run: RT.hdr_alb_nrm.3840x2160

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RT.hdr_alb_nrm.3840x21606c10c8c12c0.7921.5842.3763.1683.96SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 33.293.443.473.52

Intel Open Image Denoise

Run: RTLightmap.hdr.4096x4096

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RTLightmap.hdr.4096x40966c10c8c12c0.37130.74261.11391.48521.8565SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 31.541.631.641.65

TensorFlow

Device: CPU - Batch Size: 256 - Model: ResNet-50

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 256 - Model: ResNet-506c8c10c12c20406080100SE +/- 0.26, N = 3SE +/- 0.48, N = 3SE +/- 0.36, N = 3SE +/- 0.48, N = 395.67105.01105.91109.13

ONNX Runtime

Model: fcn-resnet101-11 - Device: CPU - Executor: Standard

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: fcn-resnet101-11 - Device: CPU - Executor: Standard6c12c10c8c60120180240300SE +/- 2.17, N = 12SE +/- 2.33, N = 7SE +/- 3.09, N = 3SE +/- 2.84, N = 52532542552571. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt

OpenVKL

Benchmark: vklBenchmark ISPC

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 1.3.1Benchmark: vklBenchmark ISPC6c10c12c8c30060090012001500SE +/- 15.59, N = 3SE +/- 11.03, N = 9SE +/- 6.93, N = 3SE +/- 8.82, N = 31212131713251325MIN: 328 / MAX: 4115MIN: 327 / MAX: 5660MIN: 329 / MAX: 4553MIN: 330 / MAX: 5664

OSPRay

Benchmark: particle_volume/ao/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: particle_volume/ao/real_time10c6c12c8c1020304050SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 343.0343.3643.7143.97

OSPRay

Benchmark: particle_volume/scivis/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: particle_volume/scivis/real_time12c10c6c8c1020304050SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 342.8043.0043.2443.84

OSPRay

Benchmark: particle_volume/pathtracer/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: particle_volume/pathtracer/real_time8c12c10c6c50100150200250SE +/- 1.74, N = 3SE +/- 1.54, N = 3SE +/- 1.94, N = 3SE +/- 0.59, N = 3228.58229.27230.28230.44

OSPRay

Benchmark: gravity_spheres_volume/dim_512/ao/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: gravity_spheres_volume/dim_512/ao/real_time12c10c8c6c1020304050SE +/- 0.13, N = 3SE +/- 0.04, N = 3SE +/- 0.10, N = 3SE +/- 0.07, N = 343.9844.0044.2344.27

OSPRay

Benchmark: gravity_spheres_volume/dim_512/scivis/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: gravity_spheres_volume/dim_512/scivis/real_time12c6c10c8c1020304050SE +/- 0.15, N = 3SE +/- 0.15, N = 3SE +/- 0.12, N = 3SE +/- 0.13, N = 343.1343.2943.3343.43

OSPRay

Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time12c10c8c6c1224364860SE +/- 0.50, N = 3SE +/- 0.12, N = 3SE +/- 0.08, N = 3SE +/- 0.04, N = 353.7754.4154.5154.61

Neural Magic DeepSparse

Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream6c8c12c10c20406080100SE +/- 0.31, N = 3SE +/- 0.04, N = 3SE +/- 0.18, N = 3SE +/- 0.04, N = 382.4984.2184.3584.48

Neural Magic DeepSparse

Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream6c8c10c12c160320480640800SE +/- 6.13, N = 15SE +/- 2.11, N = 3SE +/- 2.41, N = 3SE +/- 0.72, N = 3575.75705.71742.80761.49

Neural Magic DeepSparse

Model: CV Detection,YOLOv5s COCO - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: CV Detection,YOLOv5s COCO - Scenario: Asynchronous Multi-Stream6c8c10c12c2004006008001000SE +/- 6.69, N = 15SE +/- 1.22, N = 3SE +/- 0.53, N = 3SE +/- 0.57, N = 3635.02773.07844.43856.02

Neural Magic DeepSparse

Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream6c8c12c10c400800120016002000SE +/- 8.40, N = 3SE +/- 1.56, N = 3SE +/- 4.95, N = 3SE +/- 1.61, N = 31930.331954.121964.271965.56

Neural Magic DeepSparse

Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream6c12c10c8c30060090012001500SE +/- 1.21, N = 3SE +/- 4.04, N = 3SE +/- 0.69, N = 3SE +/- 3.22, N = 31190.531195.911201.141201.98

Neural Magic DeepSparse

Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream6c10c8c12c130260390520650SE +/- 2.24, N = 3SE +/- 2.48, N = 3SE +/- 1.32, N = 3SE +/- 1.72, N = 3608.53611.29614.61615.45

Neural Magic DeepSparse

Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.1Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream6c8c12c10c20406080100SE +/- 0.25, N = 3SE +/- 0.16, N = 3SE +/- 0.21, N = 3SE +/- 0.03, N = 382.2684.1584.2584.27

LuxCoreRender

Scene: Danish Mood - Acceleration: CPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Danish Mood - Acceleration: CPU6c8c10c12c3691215SE +/- 0.14, N = 12SE +/- 0.11, N = 15SE +/- 0.17, N = 12SE +/- 0.09, N = 159.499.569.629.69MIN: 3.85 / MAX: 12.15MIN: 3.94 / MAX: 12.41MIN: 3.97 / MAX: 12.9MIN: 4 / MAX: 12.39

LuxCoreRender

Scene: Orange Juice - Acceleration: CPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Orange Juice - Acceleration: CPU10c12c6c8c714212835SE +/- 0.29, N = 3SE +/- 0.63, N = 15SE +/- 0.71, N = 15SE +/- 0.72, N = 1528.1928.8228.9029.04MIN: 23.3 / MAX: 45.65MIN: 23.01 / MAX: 45.86MIN: 22.4 / MAX: 44.91MIN: 22.62 / MAX: 45.48

7-Zip Compression

Test: Compression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression Rating6c8c10c12c200K400K600K800K1000KSE +/- 7292.38, N = 3SE +/- 3797.71, N = 3SE +/- 2580.44, N = 3SE +/- 6636.11, N = 38249268794308934339231761. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

7-Zip Compression

Test: Decompression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression Rating8c10c6c12c300K600K900K1200K1500KSE +/- 9235.88, N = 3SE +/- 5138.86, N = 3SE +/- 2020.82, N = 3SE +/- 3305.67, N = 311599011171627117748411814351. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

ASTC Encoder

Preset: Thorough

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: Thorough6c12c10c8c20406080100SE +/- 0.10, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3106.51106.57106.85107.111. (CXX) g++ options: -O3 -flto -pthread

ASTC Encoder

Preset: Exhaustive

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: Exhaustive12c10c8c6c3691215SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 311.7311.7611.8111.821. (CXX) g++ options: -O3 -flto -pthread

GROMACS

Implementation: MPI CPU - Input: water_GMX50_bare

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2022.1Implementation: MPI CPU - Input: water_GMX50_bare6c10c8c12c510152025SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 317.9418.6818.6818.711. (CXX) g++ options: -O3

Apache Cassandra

Test: Writes

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: Writes8c10c6c12c50K100K150K200K250KSE +/- 1899.17, N = 3SE +/- 2429.87, N = 3SE +/- 2957.03, N = 3SE +/- 3742.45, N = 12240854243603246882251793

CockroachDB

Workload: MoVR - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 51212c10c6c8c2004006008001000SE +/- 3.38, N = 3SE +/- 3.66, N = 3SE +/- 4.87, N = 3SE +/- 9.03, N = 3948.5949.6954.7960.3

CockroachDB

Workload: MoVR - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 10248c10c6c12c2004006008001000SE +/- 3.18, N = 3SE +/- 0.58, N = 3SE +/- 1.56, N = 3SE +/- 1.42, N = 3946.9949.5952.7953.8

CockroachDB

Workload: KV, 10% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 5128c6c12c10c8K16K24K32K40KSE +/- 351.71, N = 6SE +/- 438.30, N = 15SE +/- 343.66, N = 15SE +/- 270.36, N = 1534832.935742.335970.035993.1

CockroachDB

Workload: KV, 50% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 5126c8c12c10c11K22K33K44K55KSE +/- 32.88, N = 3SE +/- 454.84, N = 15SE +/- 464.03, N = 15SE +/- 514.54, N = 347428.047596.647621.949102.7

CockroachDB

Workload: KV, 60% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 5126c10c12c8c11K22K33K44K55KSE +/- 555.56, N = 15SE +/- 620.92, N = 15SE +/- 268.61, N = 3SE +/- 411.73, N = 1351275.151748.852330.152515.2

CockroachDB

Workload: KV, 95% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 51210c6c8c12c14K28K42K56K70KSE +/- 1044.13, N = 15SE +/- 813.26, N = 15SE +/- 890.57, N = 3SE +/- 702.29, N = 360769.762666.564111.964467.6

CockroachDB

Workload: KV, 10% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 102410c6c8c12c8K16K24K32K40KSE +/- 346.25, N = 3SE +/- 206.35, N = 3SE +/- 322.68, N = 3SE +/- 155.07, N = 335776.836329.636685.736846.9

CockroachDB

Workload: KV, 50% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 102412c8c6c10c10K20K30K40K50KSE +/- 366.75, N = 15SE +/- 468.66, N = 15SE +/- 391.13, N = 9SE +/- 380.16, N = 347465.547498.147593.948449.0

CockroachDB

Workload: KV, 60% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 102410c8c12c6c11K22K33K44K55KSE +/- 400.61, N = 10SE +/- 447.89, N = 3SE +/- 239.52, N = 3SE +/- 448.33, N = 351959.552559.052573.352626.4

CockroachDB

Workload: KV, 95% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 10248c6c10c12c14K28K42K56K70KSE +/- 1317.65, N = 15SE +/- 1310.27, N = 15SE +/- 1142.40, N = 15SE +/- 575.30, N = 358195.560137.362029.864661.8

Stargate Digital Audio Workstation

Sample Rate: 96000 - Buffer Size: 1024

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 96000 - Buffer Size: 102412c8c10c6c0.98211.96422.94633.92844.9105SE +/- 0.023689, N = 3SE +/- 0.008144, N = 3SE +/- 0.010431, N = 3SE +/- 0.002133, N = 34.3458904.3514024.3545564.3647671. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

Stargate Digital Audio Workstation

Sample Rate: 192000 - Buffer Size: 1024

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 192000 - Buffer Size: 102410c8c6c12c0.63651.2731.90952.5463.1825SE +/- 0.017291, N = 3SE +/- 0.019484, N = 3SE +/- 0.004057, N = 3SE +/- 0.001919, N = 32.8061902.8115552.8248142.8290611. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

nginx

Connections: 500

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 5006c8c10c12c40K80K120K160K200KSE +/- 113.87, N = 3SE +/- 453.48, N = 3SE +/- 335.64, N = 3SE +/- 291.63, N = 3196805.30197081.98198858.66201032.061. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

Liquid-DSP

Threads: 256 - Buffer Length: 256 - Filter Length: 57

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 256 - Buffer Length: 256 - Filter Length: 578c10c6c12c2000M4000M6000M8000M10000MSE +/- 4333333.33, N = 3SE +/- 5196152.42, N = 3SE +/- 3844187.53, N = 3SE +/- 4618802.15, N = 3103376666671034000000010340333333103470000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Liquid-DSP

Threads: 384 - Buffer Length: 256 - Filter Length: 57

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 384 - Buffer Length: 256 - Filter Length: 5712c6c8c10c2000M4000M6000M8000M10000MSE +/- 4582575.69, N = 3SE +/- 3214550.25, N = 3SE +/- 5783117.19, N = 3SE +/- 4409585.52, N = 3103470000001034900000010349666667103526666671. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Graph500

Scale: 26

OpenBenchmarking.orgsssp median_TEPS, More Is BetterGraph500 3.0Scale: 266c8c12c10c120M240M360M480M600M3924960005318540005651520005740180001. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi

NAS Parallel Benchmarks

Test / Class: CG.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: CG.C6c8c12c10c20K40K60K80K100KSE +/- 554.69, N = 3SE +/- 907.72, N = 15SE +/- 812.04, N = 15SE +/- 899.80, N = 1571662.2879784.1580225.0181179.001. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.4

NAS Parallel Benchmarks

Test / Class: IS.D

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: IS.D6c8c10c12c2K4K6K8K10KSE +/- 158.57, N = 12SE +/- 134.50, N = 15SE +/- 206.91, N = 12SE +/- 84.88, N = 35690.016675.717124.928491.011. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.4

NAS Parallel Benchmarks

Test / Class: LU.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.C6c8c12c10c100K200K300K400K500KSE +/- 4680.97, N = 5SE +/- 5095.33, N = 5SE +/- 5489.08, N = 4SE +/- 2546.14, N = 3454360.62466769.54489164.65489995.201. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.4

NAS Parallel Benchmarks

Test / Class: MG.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.C6c8c10c12c40K80K120K160K200KSE +/- 1626.80, N = 15SE +/- 2089.98, N = 15SE +/- 2631.10, N = 15SE +/- 2393.90, N = 3117733.57153458.78177097.42209846.761. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.4

NAS Parallel Benchmarks

Test / Class: SP.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.C6c8c10c12c60K120K180K240K300KSE +/- 1838.44, N = 3SE +/- 1630.30, N = 3SE +/- 726.36, N = 3SE +/- 1589.72, N = 3167474.70208535.23239496.01260471.501. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.4

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 Atoms6c12c8c10c0.02880.05760.08640.11520.144SE +/- 0.00009, N = 3SE +/- 0.00009, N = 3SE +/- 0.00046, N = 3SE +/- 0.00007, N = 30.128200.127830.127680.12759

oneDNN

Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPU10c8c6c12c0.90211.80422.70633.60844.5105SE +/- 0.05885, N = 12SE +/- 0.08932, N = 12SE +/- 0.01788, N = 3SE +/- 0.02537, N = 34.009383.993053.964883.95471MIN: 2.96MIN: 2.67MIN: 2.99MIN: 3.051. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

oneDNN

Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU6c10c8c12c400800120016002000SE +/- 16.27, N = 10SE +/- 14.89, N = 3SE +/- 28.30, N = 3SE +/- 31.84, N = 152072.572030.721982.151968.70MIN: 1942.14MIN: 1981.15MIN: 1911.33MIN: 1632.621. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

oneDNN

Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU6c10c8c12c5001000150020002500SE +/- 25.74, N = 15SE +/- 30.76, N = 3SE +/- 21.41, N = 3SE +/- 21.01, N = 32479.622438.002375.452344.29MIN: 2293.49MIN: 2353.97MIN: 2319.45MIN: 2288.851. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

oneDNN

Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU6c8c10c12c5001000150020002500SE +/- 31.16, N = 3SE +/- 25.14, N = 15SE +/- 25.04, N = 15SE +/- 24.22, N = 32471.572371.782325.712275.86MIN: 2410.73MIN: 2234.23MIN: 2171.69MIN: 2213.341. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

oneDNN

Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU8c6c10c12c0.10480.20960.31440.41920.524SE +/- 0.006374, N = 3SE +/- 0.005815, N = 3SE +/- 0.005241, N = 4SE +/- 0.005042, N = 30.4657960.4650590.4634540.446930MIN: 0.38MIN: 0.38MIN: 0.38MIN: 0.381. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl -lpthread

OpenVINO

Model: Face Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPU6c8c12c10c100200300400500SE +/- 0.14, N = 3SE +/- 0.27, N = 3SE +/- 0.21, N = 3SE +/- 0.10, N = 3473.69472.84470.98469.43MIN: 423.34 / MAX: 579.41MIN: 394.37 / MAX: 553.15MIN: 451.07 / MAX: 556.04MIN: 432.92 / MAX: 555.251. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

OpenVINO

Model: Person Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPU6c8c10c12c2004006008001000SE +/- 4.42, N = 3SE +/- 3.60, N = 3SE +/- 2.71, N = 3SE +/- 3.30, N = 31153.701119.791110.441109.45MIN: 853.88 / MAX: 1939.06MIN: 808.33 / MAX: 1875.91MIN: 769.04 / MAX: 1860.23MIN: 810.74 / MAX: 1835.011. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

OpenVINO

Model: Person Detection FP32 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP32 - Device: CPU6c8c12c10c2004006008001000SE +/- 1.87, N = 3SE +/- 0.54, N = 3SE +/- 8.73, N = 3SE +/- 5.36, N = 31150.541129.011110.681104.59MIN: 870.26 / MAX: 1902.46MIN: 850.94 / MAX: 1870.94MIN: 833.53 / MAX: 1865.19MIN: 807.38 / MAX: 1818.791. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

OpenVINO

Model: Vehicle Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPU6c8c12c10c246810SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 36.566.496.486.45MIN: 4.99 / MAX: 59.46MIN: 4.93 / MAX: 59.51MIN: 5.06 / MAX: 59.88MIN: 4.97 / MAX: 59.861. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPU6c12c8c10c50100150200250SE +/- 0.13, N = 3SE +/- 0.32, N = 3SE +/- 0.69, N = 3SE +/- 0.03, N = 3250.49250.34249.26249.12MIN: 213.3 / MAX: 307.84MIN: 222.95 / MAX: 301.42MIN: 207.76 / MAX: 340.53MIN: 209.28 / MAX: 311.31. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

OpenVINO

Model: Vehicle Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPU12c10c8c6c0.97881.95762.93643.91524.894SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 34.354.334.314.30MIN: 3.52 / MAX: 41.44MIN: 3.51 / MAX: 41.25MIN: 3.51 / MAX: 43.89MIN: 3.52 / MAX: 43.571. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

OpenVINO

Model: Weld Porosity Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16 - Device: CPU12c10c8c6c1.09132.18263.27394.36525.4565SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 34.854.834.824.81MIN: 4.06 / MAX: 28.62MIN: 4.08 / MAX: 28.68MIN: 3.98 / MAX: 28.83MIN: 4.14 / MAX: 27.291. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

OpenVINO

Model: Machine Translation EN To DE FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPU6c8c10c12c1326395265SE +/- 0.37, N = 3SE +/- 0.57, N = 6SE +/- 0.08, N = 3SE +/- 0.12, N = 358.6754.8051.2949.98MIN: 43.56 / MAX: 315.05MIN: 40.7 / MAX: 276.86MIN: 40.28 / MAX: 292.83MIN: 38.24 / MAX: 187.971. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

OpenVINO

Model: Weld Porosity Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPU12c10c8c6c3691215SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 39.959.919.909.89MIN: 8.42 / MAX: 52.38MIN: 8.4 / MAX: 50.42MIN: 8.39 / MAX: 56.99MIN: 8.35 / MAX: 32.161. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

OpenVINO

Model: Person Vehicle Bike Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPU12c6c10c8c1.19252.3853.57754.775.9625SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 35.305.285.285.26MIN: 4.42 / MAX: 40.66MIN: 4.34 / MAX: 38.93MIN: 4.37 / MAX: 41.23MIN: 4.42 / MAX: 42.931. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

OpenVINO

Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU8c10c12c6c0.12380.24760.37140.49520.619SE +/- 0.00, N = 3SE +/- 0.00, N = 10SE +/- 0.00, N = 3SE +/- 0.00, N = 30.550.550.550.54MIN: 0.5 / MAX: 30.68MIN: 0.5 / MAX: 41.23MIN: 0.5 / MAX: 34.71MIN: 0.5 / MAX: 34.191. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

OpenVINO

Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU8c10c6c12c0.22050.4410.66150.8821.1025SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.980.980.970.97MIN: 0.86 / MAX: 39.58MIN: 0.85 / MAX: 39.82MIN: 0.86 / MAX: 33.82MIN: 0.85 / MAX: 22.91. (CXX) g++ options: -isystem -fsigned-char -ffunction-sections -fdata-sections -msse4.1 -msse4.2 -O3 -fno-strict-overflow -fwrapv -fPIC -fvisibility=hidden -Os -std=c++11 -MD -MT -MF

Neural Magic DeepSparse

Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream6c8c12c10c2004006008001000SE +/- 0.67, N = 3SE +/- 0.88, N = 3SE +/- 0.82, N = 3SE +/- 0.20, N = 31148.501136.851133.281133.18

Neural Magic DeepSparse

Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream6c8c10c12c4080120160200SE +/- 1.66, N = 15SE +/- 0.38, N = 3SE +/- 0.43, N = 3SE +/- 0.11, N = 3166.43135.62128.92125.72

Neural Magic DeepSparse

Model: CV Detection,YOLOv5s COCO - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: CV Detection,YOLOv5s COCO - Scenario: Asynchronous Multi-Stream6c8c10c12c306090120150SE +/- 1.56, N = 15SE +/- 0.19, N = 3SE +/- 0.08, N = 3SE +/- 0.07, N = 3150.92123.86113.41111.89

Neural Magic DeepSparse

Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream6c8c12c10c1122334455SE +/- 0.21, N = 3SE +/- 0.04, N = 3SE +/- 0.12, N = 3SE +/- 0.04, N = 349.6349.0048.7748.74

Neural Magic DeepSparse

Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream6c12c10c8c20406080100SE +/- 0.07, N = 3SE +/- 0.27, N = 3SE +/- 0.03, N = 3SE +/- 0.20, N = 380.4480.0879.7179.69

Neural Magic DeepSparse

Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream6c10c8c12c306090120150SE +/- 0.58, N = 3SE +/- 0.55, N = 3SE +/- 0.27, N = 3SE +/- 0.46, N = 3157.22156.54155.82155.48

Neural Magic DeepSparse

Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.1Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream6c8c10c12c2004006008001000SE +/- 1.05, N = 3SE +/- 1.67, N = 3SE +/- 1.00, N = 3SE +/- 1.25, N = 31148.331137.511135.181133.48

DaCapo Benchmark

Java Test: H2

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H210c6c12c8c10002000300040005000SE +/- 39.79, N = 20SE +/- 36.16, N = 20SE +/- 53.17, N = 20SE +/- 40.50, N = 204832483048024731

DaCapo Benchmark

Java Test: Jython

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: Jython12c8c6c10c7001400210028003500SE +/- 29.26, N = 4SE +/- 35.24, N = 4SE +/- 21.34, N = 4SE +/- 18.49, N = 43380336933453329

Rodinia

Test: OpenMP CFD Solver

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP CFD Solver6c10c12c8c246810SE +/- 0.024, N = 3SE +/- 0.014, N = 3SE +/- 0.031, N = 3SE +/- 0.016, N = 36.1526.0746.0505.9701. (CXX) g++ options: -O2 -lOpenCL

Rodinia

Test: OpenMP Streamcluster

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP Streamcluster6c10c8c12c246810SE +/- 0.050, N = 3SE +/- 0.079, N = 15SE +/- 0.078, N = 15SE +/- 0.089, N = 156.4096.2856.0186.0011. (CXX) g++ options: -O2 -lOpenCL

NWChem

Input: C240 Buckyball

OpenBenchmarking.orgSeconds, Fewer Is BetterNWChem 7.0.2Input: C240 Buckyball12c10c8c6c300600900120015001537.11531.01519.61517.91. (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 -levent_core -levent_pthreads -lm -lz -lcomex -m64 -ffast-math -std=legacy -fdefault-integer-8 -finline-functions -O2

Xcompact3d Incompact3d

Input: X3D-benchmarking input.i3d

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: X3D-benchmarking input.i3d6c8c10c12c80160240320400SE +/- 4.79, N = 9SE +/- 2.69, N = 9SE +/- 0.11, N = 3SE +/- 0.14, N = 3348.88270.09146.29125.531. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

OpenFOAM

Input: drivaerFastback, Medium Mesh Size - Execution Time

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Medium Mesh Size - Execution Time6c8c10c12c50100150200250227.90166.15117.94109.541. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfiniteVolume -lmeshTools -lparallel -llagrangian -lregionModels -lgenericPatchFields -lOpenFOAM -ldl -lm

OpenRadioss

Model: Bumper Beam

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: Bumper Beam12c10c6c8c20406080100SE +/- 0.79, N = 3SE +/- 0.75, N = 3SE +/- 0.71, N = 3SE +/- 0.70, N = 379.8679.7079.6279.20

OpenRadioss

Model: Bird Strike on Windshield

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: Bird Strike on Windshield8c6c10c12c50100150200250SE +/- 0.19, N = 3SE +/- 0.14, N = 3SE +/- 0.54, N = 3SE +/- 0.38, N = 3219.45219.10218.22216.88

OpenRadioss

Model: INIVOL and Fluid Structure Interaction Drop Container

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: INIVOL and Fluid Structure Interaction Drop Container12c10c8c6c20406080100SE +/- 0.14, N = 3SE +/- 0.08, N = 3SE +/- 0.12, N = 3SE +/- 0.08, N = 381.5781.1581.0980.81

RELION

Test: Basic - Device: CPU

OpenBenchmarking.orgSeconds, Fewer Is BetterRELION 3.1.1Test: Basic - Device: CPU6c8c10c12c60120180240300SE +/- 2.59, N = 6SE +/- 2.88, N = 3SE +/- 1.86, N = 4SE +/- 1.38, N = 5258.50221.34151.40128.101. (CXX) g++ options: -fopenmp -std=c++0x -O3 -rdynamic -ldl -ltiff -lfftw3f -lfftw3 -lpng -lmpi_cxx -lmpi

libavif avifenc

Encoder Speed: 0

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.11Encoder Speed: 06c12c10c8c1428425670SE +/- 0.47, N = 3SE +/- 0.18, N = 3SE +/- 0.27, N = 3SE +/- 0.03, N = 363.8063.2563.2562.961. (CXX) g++ options: -O3 -fPIC -lm

libavif avifenc

Encoder Speed: 2

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.11Encoder Speed: 210c6c12c8c816243240SE +/- 0.08, N = 3SE +/- 0.14, N = 3SE +/- 0.14, N = 3SE +/- 0.10, N = 334.9134.8734.8534.691. (CXX) g++ options: -O3 -fPIC -lm

libavif avifenc

Encoder Speed: 6

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.11Encoder Speed: 612c6c8c10c0.55331.10661.65992.21322.7665SE +/- 0.016, N = 3SE +/- 0.004, N = 3SE +/- 0.017, N = 3SE +/- 0.003, N = 32.4592.4352.4202.4111. (CXX) g++ options: -O3 -fPIC -lm

libavif avifenc

Encoder Speed: 6, Lossless

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.11Encoder Speed: 6, Lossless6c12c10c8c1.19932.39863.59794.79725.9965SE +/- 0.055, N = 3SE +/- 0.076, N = 3SE +/- 0.044, N = 3SE +/- 0.034, N = 35.3305.2875.2865.2701. (CXX) g++ options: -O3 -fPIC -lm

libavif avifenc

Encoder Speed: 10, Lossless

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.11Encoder Speed: 10, Lossless10c8c6c12c0.97581.95162.92743.90324.879SE +/- 0.055, N = 3SE +/- 0.009, N = 3SE +/- 0.043, N = 3SE +/- 0.024, N = 34.3374.2524.2504.2411. (CXX) g++ options: -O3 -fPIC -lm

Timed Apache Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Apache Compilation 2.4.41Time To Compile6c8c10c12c510152025SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 320.7220.5920.4820.46

Timed GDB GNU Debugger Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GDB GNU Debugger Compilation 10.2Time To Compile6c10c8c12c1020304050SE +/- 0.12, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.17, N = 343.2542.4142.4141.71

Timed Gem5 Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Gem5 Compilation 21.2Time To Compile12c8c6c10c306090120150SE +/- 0.16, N = 3SE +/- 0.77, N = 3SE +/- 0.57, N = 3SE +/- 0.36, N = 3139.24136.79134.70134.37

Timed Godot Game Engine Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 3.2.3Time To Compile12c8c6c10c816243240SE +/- 0.40, N = 4SE +/- 0.19, N = 3SE +/- 0.11, N = 3SE +/- 0.04, N = 334.0333.9133.6733.62

Timed Linux Kernel Compilation

Build: defconfig

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: defconfig8c12c10c6c612182430SE +/- 0.21, N = 9SE +/- 0.19, N = 11SE +/- 0.21, N = 14SE +/- 0.22, N = 725.5325.5025.4124.75

Timed Linux Kernel Compilation

Build: allmodconfig

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: allmodconfig8c12c6c10c306090120150SE +/- 1.03, N = 3SE +/- 0.90, N = 3SE +/- 0.14, N = 3SE +/- 0.72, N = 3147.38147.15145.77145.41

Timed LLVM Compilation

Build System: Ninja

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 13.0Build System: Ninja6c8c12c10c20406080100SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.23, N = 3SE +/- 0.21, N = 376.7575.7375.6675.44

Timed Mesa Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Mesa Compilation 21.0Time To Compile10c6c12c8c510152025SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 320.2120.1620.1220.11

Timed MPlayer Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MPlayer Compilation 1.5Time To Compile8c12c6c10c246810SE +/- 0.023, N = 3SE +/- 0.033, N = 3SE +/- 0.010, N = 3SE +/- 0.034, N = 37.8087.7777.7737.755

Timed Node.js Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 18.8Time To Compile6c10c12c8c20406080100SE +/- 0.06, N = 3SE +/- 0.29, N = 3SE +/- 0.26, N = 3SE +/- 0.22, N = 3102.78101.94101.47101.15

Timed PHP Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 8.1.9Time To Compile6c10c8c12c1020304050SE +/- 0.07, N = 3SE +/- 0.08, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 344.7044.6144.5844.52

Build2

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.13Time To Compile6c12c8c10c1122334455SE +/- 0.28, N = 3SE +/- 0.04, N = 3SE +/- 0.20, N = 3SE +/- 0.02, N = 350.0849.9249.8749.80

WRF

Input: conus 2.5km

OpenBenchmarking.orgSeconds, Fewer Is BetterWRF 4.2.2Input: conus 2.5km6c8c10c12c160032004800640080007432.666551.884563.184070.191. (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 -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

GPAW

Input: Carbon Nanotube

OpenBenchmarking.orgSeconds, Fewer Is BetterGPAW 22.1Input: Carbon Nanotube6c8c10c12c612182430SE +/- 0.20, N = 3SE +/- 0.18, N = 3SE +/- 0.13, N = 3SE +/- 0.23, N = 526.3124.6023.3723.151. (CC) gcc options: -shared -fwrapv -O2 -lxc -lblas -lmpi

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: BMW27 - Compute: CPU-Only12c10c8c6c246810SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 38.588.428.348.33

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Classroom - Compute: CPU-Only12c10c6c8c510152025SE +/- 0.00, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 320.9220.7620.7120.68

Blender

Blend File: Barbershop - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Barbershop - Compute: CPU-Only12c10c8c6c20406080100SE +/- 0.21, N = 3SE +/- 0.15, N = 3SE +/- 0.24, N = 3SE +/- 0.31, N = 381.0380.3780.1879.93

Phoronix Test Suite v10.8.5