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&grw&sor.

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 Scalingdacapobench: H2dacapobench: Jythonstargate: 96000 - 1024stargate: 192000 - 1024astcenc: Thoroughastcenc: Exhaustivexmrig: Monero - 1Mxmrig: Wownero - 1Mgraph500: 26minibude: OpenMP - BM2minibude: OpenMP - BM2nekrs: TurboPipe Periodicopenradioss: Bumper Beamopenradioss: Bird Strike on Windshieldopenradioss: INIVOL and Fluid Structure Interaction Drop Containerrelion: Basic - CPUwrf: conus 2.5kmtensorflow: CPU - 256 - ResNet-50deepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamdeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Streamdeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Streamdeepsparse: CV Detection,YOLOv5s COCO - Asynchronous Multi-Streamdeepsparse: CV Detection,YOLOv5s COCO - Asynchronous Multi-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamonnx: fcn-resnet101-11 - CPU - Standardgromacs: MPI CPU - water_GMX50_barehpcg: npb: CG.Cnpb: IS.Dnpb: LU.Cnpb: MG.Cnpb: SP.Crodinia: OpenMP CFD Solverrodinia: OpenMP Streamclusternamd: 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: Face Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP32 - CPUopenvino: Person Detection FP32 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUmt-dgemm: Sustained Floating-Point Ratenwchem: C240 Buckyballopenfoam: drivaerFastback, Medium Mesh Size - Execution Timeincompact3d: X3D-benchmarking input.i3dgpaw: Carbon Nanotubebuild-gdb: Time To Compilebuild-mplayer: Time To Compilebuild-apache: Time To Compilecompress-7zip: Compression Ratingcompress-7zip: Decompression Ratingbuild-llvm: Ninjabuild-php: Time To Compilebuild-linux-kernel: defconfigbuild-linux-kernel: allmodconfigkvazaar: Bosphorus 4K - Mediumkvazaar: Bosphorus 4K - Very Fastkvazaar: Bosphorus 4K - Ultra Fastsvt-av1: Preset 12 - Bosphorus 4Kblender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyblender: Barbershop - CPU-Onlyavifenc: 0avifenc: 2avifenc: 6avifenc: 6, Losslessavifenc: 10, Losslessbuild-godot: Time To Compileembree: Pathtracer ISPC - Crownembree: Pathtracer ISPC - Asian Dragonoidn: RT.hdr_alb_nrm.3840x2160oidn: RTLightmap.hdr.4096x4096openvkl: vklBenchmark ISPCluxcorerender: Danish Mood - CPUluxcorerender: Orange Juice - CPUospray: 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_timebuild2: Time To Compilebuild-gem5: Time To Compilebuild-mesa: Time To Compilebuild-nodejs: Time To Compileliquid-dsp: 256 - 256 - 57liquid-dsp: 384 - 256 - 57nginx: 500cockroach: 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 - 1024cassandra: Writessimdjson: Kostyasimdjson: TopTweetsimdjson: LargeRandsimdjson: PartialTweetssimdjson: DistinctUserID12c10c8c6c480233804.3458902.829061106.566311.7250104604.6126465.65651520008640.310345.61282146200000079.86216.8881.57128.1014070.19109.1384.35061133.2823761.4853125.7196856.0186111.89091964.273048.76731195.910280.0790615.4474155.479784.24701133.477425418.70686.814380225.018491.01489164.65209846.76260471.506.0506.0010.127833.954711968.702344.292275.860.446930101.74470.9842.981109.4542.951110.687394.656.48191.43250.3411018.374.359867.414.85959.1649.9819171.519.959038.475.30147769.260.55119606.210.9770.4077331537.1109.53721125.52624823.15141.7097.77720.461923176118143575.65544.51925.501147.14762.5673.4477.83251.7698.5820.9281.0363.24734.8482.4595.2874.24134.032182.4498213.75073.521.6513259.6928.8243.706142.7970229.26943.977543.126253.774849.917139.23820.117101.4651034700000010347000000201032.06948.5953.835970.047621.952330.164467.636846.947465.552573.364661.82517934.116.591.255.656.86483233294.3545562.806190106.854211.7637102599.6127226.65740180008666.980346.67978625800000079.70218.2281.15151.3984563.183105.9184.48221133.1821742.7956128.9249844.4268113.40791965.560648.74311201.139179.7139611.2926156.537484.26571135.184525518.67748.294581179.007124.92489995.20177097.42239496.016.0746.2850.127594.009382030.722438.002325.710.463454102.01469.4342.941110.4443.181104.597425.106.45192.30249.1211066.164.339900.474.83934.7151.2919254.089.919063.845.28147717.320.55122938.230.9870.6137751531117.94003146.28983023.37342.4127.75520.480893433117162775.44044.60825.407145.41062.2375.3577.30241.3698.4220.7680.3763.24634.9092.4115.2864.33733.616184.7346214.30933.441.6313179.6228.1943.031642.9999230.28243.996943.328754.408349.800134.37320.205101.9411034000000010352666667198858.66949.6949.535993.149102.751748.860769.735776.848449.051959.562029.82436034.116.491.255.676.84473133694.3514022.811555107.110811.8090101953.5127081.25318540008615.967344.63974024700000079.20219.4581.09221.3366551.876105.0184.21151136.8544705.7116135.6212773.0686123.85761954.122748.99821201.983979.6865614.6105155.819184.15461137.511925718.67845.000579784.156675.71466769.54153458.78208535.235.9706.0180.127683.993051982.152375.452371.780.465796101.26472.8442.591119.7942.221129.017389.006.49192.25249.2611108.164.319931.494.82875.3954.8019278.939.909113.115.26152292.390.55123571.680.9871.0103231519.6166.14971270.09127124.59842.4097.80820.589879430115990175.72544.58325.528147.37761.8173.0476.84227.8988.3420.6880.1862.96134.6872.4205.2704.25233.905185.4907217.40603.471.6413259.5629.0443.970043.8442228.58144.230243.431054.508749.871136.79320.107101.1491033766666710349666667197081.98960.3946.934832.947596.652515.264111.936685.747498.152559.058195.52408544.116.571.255.666.86483033454.3647672.824814106.509511.8207100446.2126057.73924960008651.924346.07765955433333379.62219.1080.81258.5007432.65595.6782.48691148.4964575.7518166.4322635.0246150.91671930.327749.62781190.528680.4399608.5336157.216482.26131148.327825317.94036.541171662.285690.01454360.62117733.57167474.706.1526.4090.128203.964882072.572479.622471.570.465059101.08473.6941.331153.7041.441150.547306.476.56191.29250.4911150.324.309959.384.81817.2758.6719314.049.899081.735.28151213.170.54121027.250.9770.8983121517.9227.89595348.88002526.30843.2457.77320.720824926117748476.74744.69824.747145.76661.4071.4175.86221.1618.3320.7179.9363.80334.8742.4355.3304.25033.671187.6107221.28983.291.5412129.4928.9043.357543.2396230.44044.271643.289954.605450.084134.69520.157102.7761034033333310349000000196805.30954.7952.735742.347428.051275.162666.536329.647593.952626.460137.32468824.116.551.245.696.83OpenBenchmarking.org

DaCapo Benchmark

Java Test: H2

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H28c12c6c10c10002000300040005000SE +/- 40.50, N = 20SE +/- 53.17, N = 20SE +/- 36.16, N = 20SE +/- 39.79, N = 204731480248304832

DaCapo Benchmark

Java Test: Jython

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: Jython10c6c8c12c7001400210028003500SE +/- 18.49, N = 4SE +/- 21.34, N = 4SE +/- 35.24, N = 4SE +/- 29.26, N = 43329334533693380

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: 10246c10c8c12c0.98211.96422.94633.92844.9105SE +/- 0.002133, N = 3SE +/- 0.010431, N = 3SE +/- 0.008144, N = 3SE +/- 0.023689, N = 34.3647674.3545564.3514024.3458901. (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: 102412c6c8c10c0.63651.2731.90952.5463.1825SE +/- 0.001919, N = 3SE +/- 0.004057, N = 3SE +/- 0.019484, N = 3SE +/- 0.017291, N = 32.8290612.8248142.8115552.8061901. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

ASTC Encoder

Preset: Thorough

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: Thorough8c10c12c6c20406080100SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.10, N = 3107.11106.85106.57106.511. (CXX) g++ options: -O3 -flto -pthread

ASTC Encoder

Preset: Exhaustive

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: Exhaustive6c8c10c12c3691215SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 311.8211.8111.7611.731. (CXX) g++ options: -O3 -flto -pthread

Xmrig

Variant: Monero - Hash Count: 1M

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.18.1Variant: Monero - Hash Count: 1M12c10c8c6c20K40K60K80K100KSE +/- 328.13, N = 3SE +/- 152.19, N = 3SE +/- 383.60, N = 3SE +/- 214.10, N = 3104604.6102599.6101953.5100446.21. (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: 1M10c8c12c6c30K60K90K120K150KSE +/- 70.55, N = 3SE +/- 122.05, N = 3SE +/- 849.90, N = 3SE +/- 349.73, N = 3127226.6127081.2126465.6126057.71. (CXX) g++ options: -fexceptions -fno-rtti -maes -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

Graph500

Scale: 26

OpenBenchmarking.orgsssp median_TEPS, More Is BetterGraph500 3.0Scale: 2610c12c8c6c120M240M360M480M600M5740180005651520005318540003924960001. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi

miniBUDE

Implementation: OpenMP - Input Deck: BM2

OpenBenchmarking.orgGFInst/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM210c6c12c8c2K4K6K8K10KSE +/- 31.49, N = 3SE +/- 96.81, N = 3SE +/- 27.15, N = 3SE +/- 63.13, N = 38666.988651.928640.318615.971. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

miniBUDE

Implementation: OpenMP - Input Deck: BM2

OpenBenchmarking.orgBillion Interactions/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM210c6c12c8c80160240320400SE +/- 1.26, N = 3SE +/- 3.87, N = 3SE +/- 1.09, N = 3SE +/- 2.53, N = 3346.68346.08345.61344.641. (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 Periodic12c10c8c6c200000M400000M600000M800000M1000000MSE +/- 9551971733.63, N = 3SE +/- 7825985326.68, N = 3SE +/- 5892587066.25, N = 3SE +/- 1934071468.29, N = 38214620000007862580000007402470000006595543333331. (CXX) g++ options: -fopenmp -O2 -march=native -mtune=native -ftree-vectorize -lmpi_cxx -lmpi

OpenRadioss

Model: Bumper Beam

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: Bumper Beam8c6c10c12c20406080100SE +/- 0.70, N = 3SE +/- 0.71, N = 3SE +/- 0.75, N = 3SE +/- 0.79, N = 379.2079.6279.7079.86

OpenRadioss

Model: Bird Strike on Windshield

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: Bird Strike on Windshield12c10c6c8c50100150200250SE +/- 0.38, N = 3SE +/- 0.54, N = 3SE +/- 0.14, N = 3SE +/- 0.19, N = 3216.88218.22219.10219.45

OpenRadioss

Model: INIVOL and Fluid Structure Interaction Drop Container

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: INIVOL and Fluid Structure Interaction Drop Container6c8c10c12c20406080100SE +/- 0.08, N = 3SE +/- 0.12, N = 3SE +/- 0.08, N = 3SE +/- 0.14, N = 380.8181.0981.1581.57

RELION

Test: Basic - Device: CPU

OpenBenchmarking.orgSeconds, Fewer Is BetterRELION 3.1.1Test: Basic - Device: CPU12c10c8c6c60120180240300SE +/- 1.38, N = 5SE +/- 1.86, N = 4SE +/- 2.88, N = 3SE +/- 2.59, N = 6128.10151.40221.34258.501. (CXX) g++ options: -fopenmp -std=c++0x -O3 -rdynamic -ldl -ltiff -lfftw3f -lfftw3 -lpng -lmpi_cxx -lmpi

WRF

Input: conus 2.5km

OpenBenchmarking.orgSeconds, Fewer Is BetterWRF 4.2.2Input: conus 2.5km12c10c8c6c160032004800640080004070.194563.186551.887432.661. (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

TensorFlow

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

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 256 - Model: ResNet-5012c10c8c6c20406080100SE +/- 0.48, N = 3SE +/- 0.36, N = 3SE +/- 0.48, N = 3SE +/- 0.26, N = 3109.13105.91105.0195.67

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-Stream10c12c8c6c20406080100SE +/- 0.04, N = 3SE +/- 0.18, N = 3SE +/- 0.04, N = 3SE +/- 0.31, N = 384.4884.3584.2182.49

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-Stream10c12c8c6c2004006008001000SE +/- 0.20, N = 3SE +/- 0.82, N = 3SE +/- 0.88, N = 3SE +/- 0.67, N = 31133.181133.281136.851148.50

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-Stream12c10c8c6c160320480640800SE +/- 0.72, N = 3SE +/- 2.41, N = 3SE +/- 2.11, N = 3SE +/- 6.13, N = 15761.49742.80705.71575.75

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-Stream12c10c8c6c4080120160200SE +/- 0.11, N = 3SE +/- 0.43, N = 3SE +/- 0.38, N = 3SE +/- 1.66, N = 15125.72128.92135.62166.43

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-Stream12c10c8c6c2004006008001000SE +/- 0.57, N = 3SE +/- 0.53, N = 3SE +/- 1.22, N = 3SE +/- 6.69, N = 15856.02844.43773.07635.02

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-Stream12c10c8c6c306090120150SE +/- 0.07, N = 3SE +/- 0.08, N = 3SE +/- 0.19, N = 3SE +/- 1.56, N = 15111.89113.41123.86150.92

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-Stream10c12c8c6c400800120016002000SE +/- 1.61, N = 3SE +/- 4.95, N = 3SE +/- 1.56, N = 3SE +/- 8.40, N = 31965.561964.271954.121930.33

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-Stream10c12c8c6c1122334455SE +/- 0.04, N = 3SE +/- 0.12, N = 3SE +/- 0.04, N = 3SE +/- 0.21, N = 348.7448.7749.0049.63

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-Stream8c10c12c6c30060090012001500SE +/- 3.22, N = 3SE +/- 0.69, N = 3SE +/- 4.04, N = 3SE +/- 1.21, N = 31201.981201.141195.911190.53

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-Stream8c10c12c6c20406080100SE +/- 0.20, N = 3SE +/- 0.03, N = 3SE +/- 0.27, N = 3SE +/- 0.07, N = 379.6979.7180.0880.44

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-Stream12c8c10c6c130260390520650SE +/- 1.72, N = 3SE +/- 1.32, N = 3SE +/- 2.48, N = 3SE +/- 2.24, N = 3615.45614.61611.29608.53

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-Stream12c8c10c6c306090120150SE +/- 0.46, N = 3SE +/- 0.27, N = 3SE +/- 0.55, N = 3SE +/- 0.58, N = 3155.48155.82156.54157.22

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-Stream10c12c8c6c20406080100SE +/- 0.03, N = 3SE +/- 0.21, N = 3SE +/- 0.16, N = 3SE +/- 0.25, N = 384.2784.2584.1582.26

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-Stream12c10c8c6c2004006008001000SE +/- 1.25, N = 3SE +/- 1.00, N = 3SE +/- 1.67, N = 3SE +/- 1.05, N = 31133.481135.181137.511148.33

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: Standard8c10c12c6c60120180240300SE +/- 2.84, N = 5SE +/- 3.09, N = 3SE +/- 2.33, N = 7SE +/- 2.17, N = 122572552542531. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto=auto -fno-fat-lto-objects -ldl -lrt

GROMACS

Implementation: MPI CPU - Input: water_GMX50_bare

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2022.1Implementation: MPI CPU - Input: water_GMX50_bare12c8c10c6c510152025SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 318.7118.6818.6817.941. (CXX) g++ options: -O3

High Performance Conjugate Gradient

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.112c10c8c6c20406080100SE +/- 1.12, N = 12SE +/- 3.31, N = 9SE +/- 0.49, N = 9SE +/- 0.99, N = 986.8148.2945.0036.541. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi_cxx -lmpi

NAS Parallel Benchmarks

Test / Class: CG.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: CG.C10c12c8c6c20K40K60K80K100KSE +/- 899.80, N = 15SE +/- 812.04, N = 15SE +/- 907.72, N = 15SE +/- 554.69, N = 381179.0080225.0179784.1571662.281. (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.D12c10c8c6c2K4K6K8K10KSE +/- 84.88, N = 3SE +/- 206.91, N = 12SE +/- 134.50, N = 15SE +/- 158.57, N = 128491.017124.926675.715690.011. (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.C10c12c8c6c100K200K300K400K500KSE +/- 2546.14, N = 3SE +/- 5489.08, N = 4SE +/- 5095.33, N = 5SE +/- 4680.97, N = 5489995.20489164.65466769.54454360.621. (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.C12c10c8c6c40K80K120K160K200KSE +/- 2393.90, N = 3SE +/- 2631.10, N = 15SE +/- 2089.98, N = 15SE +/- 1626.80, N = 15209846.76177097.42153458.78117733.571. (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.C12c10c8c6c60K120K180K240K300KSE +/- 1589.72, N = 3SE +/- 726.36, N = 3SE +/- 1630.30, N = 3SE +/- 1838.44, N = 3260471.50239496.01208535.23167474.701. (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

Rodinia

Test: OpenMP CFD Solver

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP CFD Solver8c12c10c6c246810SE +/- 0.016, N = 3SE +/- 0.031, N = 3SE +/- 0.014, N = 3SE +/- 0.024, N = 35.9706.0506.0746.1521. (CXX) g++ options: -O2 -lOpenCL

Rodinia

Test: OpenMP Streamcluster

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP Streamcluster12c8c10c6c246810SE +/- 0.089, N = 15SE +/- 0.078, N = 15SE +/- 0.079, N = 15SE +/- 0.050, N = 36.0016.0186.2856.4091. (CXX) g++ options: -O2 -lOpenCL

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 Atoms10c8c12c6c0.02880.05760.08640.11520.144SE +/- 0.00007, N = 3SE +/- 0.00046, N = 3SE +/- 0.00009, N = 3SE +/- 0.00009, N = 30.127590.127680.127830.12820

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.0Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPU12c6c8c10c0.90211.80422.70633.60844.5105SE +/- 0.02537, N = 3SE +/- 0.01788, N = 3SE +/- 0.08932, N = 12SE +/- 0.05885, N = 123.954713.964883.993054.00938MIN: 3.05MIN: 2.99MIN: 2.67MIN: 2.961. (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: CPU12c8c10c6c400800120016002000SE +/- 31.84, N = 15SE +/- 28.30, N = 3SE +/- 14.89, N = 3SE +/- 16.27, N = 101968.701982.152030.722072.57MIN: 1632.62MIN: 1911.33MIN: 1981.15MIN: 1942.141. (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: CPU12c8c10c6c5001000150020002500SE +/- 21.01, N = 3SE +/- 21.41, N = 3SE +/- 30.76, N = 3SE +/- 25.74, N = 152344.292375.452438.002479.62MIN: 2288.85MIN: 2319.45MIN: 2353.97MIN: 2293.491. (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: CPU12c10c8c6c5001000150020002500SE +/- 24.22, N = 3SE +/- 25.04, N = 15SE +/- 25.14, N = 15SE +/- 31.16, N = 32275.862325.712371.782471.57MIN: 2213.34MIN: 2171.69MIN: 2234.23MIN: 2410.731. (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: CPU12c10c6c8c0.10480.20960.31440.41920.524SE +/- 0.005042, N = 3SE +/- 0.005241, N = 4SE +/- 0.005815, N = 3SE +/- 0.006374, N = 30.4469300.4634540.4650590.465796MIN: 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.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPU10c12c8c6c20406080100SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3102.01101.74101.26101.081. (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 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16 - Device: CPU10c12c8c6c100200300400500SE +/- 0.10, N = 3SE +/- 0.21, N = 3SE +/- 0.27, N = 3SE +/- 0.14, N = 3469.43470.98472.84473.69MIN: 432.92 / MAX: 555.25MIN: 451.07 / MAX: 556.04MIN: 394.37 / MAX: 553.15MIN: 423.34 / MAX: 579.411. (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: CPU12c10c8c6c1020304050SE +/- 0.13, N = 3SE +/- 0.12, N = 3SE +/- 0.15, N = 3SE +/- 0.17, N = 342.9842.9442.5941.331. (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: CPU12c10c8c6c2004006008001000SE +/- 3.30, N = 3SE +/- 2.71, N = 3SE +/- 3.60, N = 3SE +/- 4.42, N = 31109.451110.441119.791153.70MIN: 810.74 / MAX: 1835.01MIN: 769.04 / MAX: 1860.23MIN: 808.33 / MAX: 1875.91MIN: 853.88 / MAX: 1939.061. (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: CPU10c12c8c6c1020304050SE +/- 0.20, N = 3SE +/- 0.32, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 343.1842.9542.2241.441. (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: CPU10c12c8c6c2004006008001000SE +/- 5.36, N = 3SE +/- 8.73, N = 3SE +/- 0.54, N = 3SE +/- 1.87, N = 31104.591110.681129.011150.54MIN: 807.38 / MAX: 1818.79MIN: 833.53 / MAX: 1865.19MIN: 850.94 / MAX: 1870.94MIN: 870.26 / MAX: 1902.461. (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: CPU10c12c8c6c16003200480064008000SE +/- 13.32, N = 3SE +/- 2.30, N = 3SE +/- 6.27, N = 3SE +/- 4.59, N = 37425.107394.657389.007306.471. (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: CPU10c12c8c6c246810SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 36.456.486.496.56MIN: 4.97 / MAX: 59.86MIN: 5.06 / MAX: 59.88MIN: 4.93 / MAX: 59.51MIN: 4.99 / MAX: 59.461. (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: CPU10c8c12c6c4080120160200SE +/- 0.03, N = 3SE +/- 0.48, N = 3SE +/- 0.21, N = 3SE +/- 0.09, N = 3192.30192.25191.43191.291. (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: Face Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPU10c8c12c6c50100150200250SE +/- 0.03, N = 3SE +/- 0.69, N = 3SE +/- 0.32, N = 3SE +/- 0.13, N = 3249.12249.26250.34250.49MIN: 209.28 / MAX: 311.3MIN: 207.76 / MAX: 340.53MIN: 222.95 / MAX: 301.42MIN: 213.3 / MAX: 307.841. (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: CPU6c8c10c12c2K4K6K8K10KSE +/- 1.79, N = 3SE +/- 1.79, N = 3SE +/- 3.30, N = 3SE +/- 1.42, N = 311150.3211108.1611066.1611018.371. (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: CPU6c8c10c12c0.97881.95762.93643.91524.894SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 34.304.314.334.35MIN: 3.52 / MAX: 43.57MIN: 3.51 / MAX: 43.89MIN: 3.51 / MAX: 41.25MIN: 3.52 / MAX: 41.441. (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: CPU6c8c10c12c2K4K6K8K10KSE +/- 3.42, N = 3SE +/- 7.50, N = 3SE +/- 2.08, N = 3SE +/- 2.57, N = 39959.389931.499900.479867.411. (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: CPU6c8c10c12c1.09132.18263.27394.36525.4565SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 34.814.824.834.85MIN: 4.14 / MAX: 27.29MIN: 3.98 / MAX: 28.83MIN: 4.08 / MAX: 28.68MIN: 4.06 / MAX: 28.621. (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: CPU12c10c8c6c2004006008001000SE +/- 2.32, N = 3SE +/- 1.48, N = 3SE +/- 8.79, N = 6SE +/- 5.14, N = 3959.16934.71875.39817.271. (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: CPU12c10c8c6c1326395265SE +/- 0.12, N = 3SE +/- 0.08, N = 3SE +/- 0.57, N = 6SE +/- 0.37, N = 349.9851.2954.8058.67MIN: 38.24 / MAX: 187.97MIN: 40.28 / MAX: 292.83MIN: 40.7 / MAX: 276.86MIN: 43.56 / MAX: 315.051. (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: CPU6c8c10c12c4K8K12K16K20KSE +/- 33.95, N = 3SE +/- 31.30, N = 3SE +/- 30.88, N = 3SE +/- 12.43, N = 319314.0419278.9319254.0819171.511. (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: CPU6c8c10c12c3691215SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 39.899.909.919.95MIN: 8.35 / MAX: 32.16MIN: 8.39 / MAX: 56.99MIN: 8.4 / MAX: 50.42MIN: 8.42 / MAX: 52.381. (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: Person Vehicle Bike Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPU8c6c10c12c2K4K6K8K10KSE +/- 2.85, N = 3SE +/- 7.67, N = 3SE +/- 5.19, N = 3SE +/- 9.96, N = 39113.119081.739063.849038.471. (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: CPU8c10c6c12c1.19252.3853.57754.775.9625SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 35.265.285.285.30MIN: 4.42 / MAX: 42.93MIN: 4.37 / MAX: 41.23MIN: 4.34 / MAX: 38.93MIN: 4.42 / MAX: 40.661. (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: CPU8c6c12c10c30K60K90K120K150KSE +/- 994.61, N = 3SE +/- 365.43, N = 3SE +/- 745.28, N = 3SE +/- 1134.97, N = 10152292.39151213.17147769.26147717.321. (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: Age Gender Recognition Retail 0013 FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU6c12c10c8c0.12380.24760.37140.49520.619SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 10SE +/- 0.00, N = 30.540.550.550.55MIN: 0.5 / MAX: 34.19MIN: 0.5 / MAX: 34.71MIN: 0.5 / MAX: 41.23MIN: 0.5 / MAX: 30.681. (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

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: CPU8c10c6c12c30K60K90K120K150KSE +/- 1158.58, N = 3SE +/- 815.42, N = 3SE +/- 681.80, N = 3SE +/- 1214.59, N = 3123571.68122938.23121027.25119606.211. (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: CPU12c6c10c8c0.22050.4410.66150.8821.1025SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.970.970.980.98MIN: 0.85 / MAX: 22.9MIN: 0.86 / MAX: 33.82MIN: 0.85 / MAX: 39.82MIN: 0.86 / MAX: 39.581. (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

ACES DGEMM

Sustained Floating-Point Rate

OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point Rate8c6c10c12c1632486480SE +/- 0.05, N = 3SE +/- 0.13, N = 3SE +/- 0.02, N = 3SE +/- 0.33, N = 371.0170.9070.6170.411. (CC) gcc options: -O3 -march=native -fopenmp

NWChem

Input: C240 Buckyball

OpenBenchmarking.orgSeconds, Fewer Is BetterNWChem 7.0.2Input: C240 Buckyball6c8c10c12c300600900120015001517.91519.61531.01537.11. (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

OpenFOAM

Input: drivaerFastback, Medium Mesh Size - Execution Time

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Medium Mesh Size - Execution Time12c10c8c6c50100150200250109.54117.94166.15227.901. (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

Xcompact3d Incompact3d

Input: X3D-benchmarking input.i3d

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: X3D-benchmarking input.i3d12c10c8c6c80160240320400SE +/- 0.14, N = 3SE +/- 0.11, N = 3SE +/- 2.69, N = 9SE +/- 4.79, N = 9125.53146.29270.09348.881. (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

GPAW

Input: Carbon Nanotube

OpenBenchmarking.orgSeconds, Fewer Is BetterGPAW 22.1Input: Carbon Nanotube12c10c8c6c612182430SE +/- 0.23, N = 5SE +/- 0.13, N = 3SE +/- 0.18, N = 3SE +/- 0.20, N = 323.1523.3724.6026.311. (CC) gcc options: -shared -fwrapv -O2 -lxc -lblas -lmpi

Timed GDB GNU Debugger Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GDB GNU Debugger Compilation 10.2Time To Compile12c8c10c6c1020304050SE +/- 0.17, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.12, N = 341.7142.4142.4143.25

Timed MPlayer Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MPlayer Compilation 1.5Time To Compile10c6c12c8c246810SE +/- 0.034, N = 3SE +/- 0.010, N = 3SE +/- 0.033, N = 3SE +/- 0.023, N = 37.7557.7737.7777.808

Timed Apache Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Apache Compilation 2.4.41Time To Compile12c10c8c6c510152025SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 320.4620.4820.5920.72

7-Zip Compression

Test: Compression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression Rating12c10c8c6c200K400K600K800K1000KSE +/- 6636.11, N = 3SE +/- 2580.44, N = 3SE +/- 3797.71, N = 3SE +/- 7292.38, N = 39231768934338794308249261. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

7-Zip Compression

Test: Decompression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression Rating12c6c10c8c300K600K900K1200K1500KSE +/- 3305.67, N = 3SE +/- 2020.82, N = 3SE +/- 5138.86, N = 3SE +/- 9235.88, N = 311814351177484117162711599011. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

Timed LLVM Compilation

Build System: Ninja

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 13.0Build System: Ninja10c12c8c6c20406080100SE +/- 0.21, N = 3SE +/- 0.23, N = 3SE +/- 0.09, N = 3SE +/- 0.06, N = 375.4475.6675.7376.75

Timed PHP Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 8.1.9Time To Compile12c8c10c6c1020304050SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.08, N = 3SE +/- 0.07, N = 344.5244.5844.6144.70

Timed Linux Kernel Compilation

Build: defconfig

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: defconfig6c10c12c8c612182430SE +/- 0.22, N = 7SE +/- 0.21, N = 14SE +/- 0.19, N = 11SE +/- 0.21, N = 924.7525.4125.5025.53

Timed Linux Kernel Compilation

Build: allmodconfig

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: allmodconfig10c6c12c8c306090120150SE +/- 0.72, N = 3SE +/- 0.14, N = 3SE +/- 0.90, N = 3SE +/- 1.03, N = 3145.41145.77147.15147.38

Kvazaar

Video Input: Bosphorus 4K - Video Preset: Medium

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.1Video Input: Bosphorus 4K - Video Preset: Medium12c10c8c6c1428425670SE +/- 0.68, N = 3SE +/- 0.11, N = 3SE +/- 0.73, N = 3SE +/- 0.53, N = 362.5662.2361.8161.401. (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 Fast10c12c8c6c20406080100SE +/- 0.74, N = 3SE +/- 0.58, N = 10SE +/- 1.04, N = 3SE +/- 0.77, N = 375.3573.4473.0471.411. (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 Fast12c10c8c6c20406080100SE +/- 0.66, N = 3SE +/- 1.02, N = 3SE +/- 0.71, N = 3SE +/- 0.63, N = 377.8377.3076.8475.861. (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 4K12c10c8c6c60120180240300SE +/- 7.35, N = 15SE +/- 7.16, N = 15SE +/- 7.53, N = 15SE +/- 9.18, N = 13251.77241.37227.90221.16

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: BMW27 - Compute: CPU-Only6c8c10c12c246810SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 38.338.348.428.58

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Classroom - Compute: CPU-Only8c6c10c12c510152025SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.00, N = 320.6820.7120.7620.92

Blender

Blend File: Barbershop - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Barbershop - Compute: CPU-Only6c8c10c12c20406080100SE +/- 0.31, N = 3SE +/- 0.24, N = 3SE +/- 0.15, N = 3SE +/- 0.21, N = 379.9380.1880.3781.03

libavif avifenc

Encoder Speed: 0

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.11Encoder Speed: 08c10c12c6c1428425670SE +/- 0.03, N = 3SE +/- 0.27, N = 3SE +/- 0.18, N = 3SE +/- 0.47, N = 362.9663.2563.2563.801. (CXX) g++ options: -O3 -fPIC -lm

libavif avifenc

Encoder Speed: 2

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.11Encoder Speed: 28c12c6c10c816243240SE +/- 0.10, N = 3SE +/- 0.14, N = 3SE +/- 0.14, N = 3SE +/- 0.08, N = 334.6934.8534.8734.911. (CXX) g++ options: -O3 -fPIC -lm

libavif avifenc

Encoder Speed: 6

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.11Encoder Speed: 610c8c6c12c0.55331.10661.65992.21322.7665SE +/- 0.003, N = 3SE +/- 0.017, N = 3SE +/- 0.004, N = 3SE +/- 0.016, N = 32.4112.4202.4352.4591. (CXX) g++ options: -O3 -fPIC -lm

libavif avifenc

Encoder Speed: 6, Lossless

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.11Encoder Speed: 6, Lossless8c10c12c6c1.19932.39863.59794.79725.9965SE +/- 0.034, N = 3SE +/- 0.044, N = 3SE +/- 0.076, N = 3SE +/- 0.055, N = 35.2705.2865.2875.3301. (CXX) g++ options: -O3 -fPIC -lm

libavif avifenc

Encoder Speed: 10, Lossless

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.11Encoder Speed: 10, Lossless12c6c8c10c0.97581.95162.92743.90324.879SE +/- 0.024, N = 3SE +/- 0.043, N = 3SE +/- 0.009, N = 3SE +/- 0.055, N = 34.2414.2504.2524.3371. (CXX) g++ options: -O3 -fPIC -lm

Timed Godot Game Engine Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 3.2.3Time To Compile10c6c8c12c816243240SE +/- 0.04, N = 3SE +/- 0.11, N = 3SE +/- 0.19, N = 3SE +/- 0.40, N = 433.6233.6733.9134.03

Embree

Binary: Pathtracer ISPC - Model: Crown

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: Crown6c8c10c12c4080120160200SE +/- 0.33, N = 3SE +/- 0.36, N = 3SE +/- 0.47, N = 3SE +/- 1.01, N = 3187.61185.49184.73182.45MIN: 146.69 / MAX: 208.25MIN: 134.45 / MAX: 211.64MIN: 137.82 / MAX: 210.21MIN: 128.42 / MAX: 209.42

Embree

Binary: Pathtracer ISPC - Model: Asian Dragon

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.13Binary: Pathtracer ISPC - Model: Asian Dragon6c8c10c12c50100150200250SE +/- 0.46, N = 3SE +/- 0.39, N = 3SE +/- 0.47, N = 3SE +/- 0.13, N = 3221.29217.41214.31213.75MIN: 215.19 / MAX: 233.21MIN: 211.73 / MAX: 230.1MIN: 209.11 / MAX: 223.97MIN: 209.16 / MAX: 225.43

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.3840x216012c8c10c6c0.7921.5842.3763.1683.96SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 33.523.473.443.29

Intel Open Image Denoise

Run: RTLightmap.hdr.4096x4096

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RTLightmap.hdr.4096x409612c8c10c6c0.37130.74261.11391.48521.8565SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 31.651.641.631.54

OpenVKL

Benchmark: vklBenchmark ISPC

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 1.3.1Benchmark: vklBenchmark ISPC8c12c10c6c30060090012001500SE +/- 8.82, N = 3SE +/- 6.93, N = 3SE +/- 11.03, N = 9SE +/- 15.59, N = 31325132513171212MIN: 330 / MAX: 5664MIN: 329 / MAX: 4553MIN: 327 / MAX: 5660MIN: 328 / MAX: 4115

LuxCoreRender

Scene: Danish Mood - Acceleration: CPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Danish Mood - Acceleration: CPU12c10c8c6c3691215SE +/- 0.09, N = 15SE +/- 0.17, N = 12SE +/- 0.11, N = 15SE +/- 0.14, N = 129.699.629.569.49MIN: 4 / MAX: 12.39MIN: 3.97 / MAX: 12.9MIN: 3.94 / MAX: 12.41MIN: 3.85 / MAX: 12.15

LuxCoreRender

Scene: Orange Juice - Acceleration: CPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Orange Juice - Acceleration: CPU8c6c12c10c714212835SE +/- 0.72, N = 15SE +/- 0.71, N = 15SE +/- 0.63, N = 15SE +/- 0.29, N = 329.0428.9028.8228.19MIN: 22.62 / MAX: 45.48MIN: 22.4 / MAX: 44.91MIN: 23.01 / MAX: 45.86MIN: 23.3 / MAX: 45.65

OSPRay

Benchmark: particle_volume/ao/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: particle_volume/ao/real_time8c12c6c10c1020304050SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 343.9743.7143.3643.03

OSPRay

Benchmark: particle_volume/scivis/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: particle_volume/scivis/real_time8c6c10c12c1020304050SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 343.8443.2443.0042.80

OSPRay

Benchmark: particle_volume/pathtracer/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.10Benchmark: particle_volume/pathtracer/real_time6c10c12c8c50100150200250SE +/- 0.59, N = 3SE +/- 1.94, N = 3SE +/- 1.54, N = 3SE +/- 1.74, N = 3230.44230.28229.27228.58

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_time6c8c10c12c1020304050SE +/- 0.07, N = 3SE +/- 0.10, N = 3SE +/- 0.04, N = 3SE +/- 0.13, N = 344.2744.2344.0043.98

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_time8c10c6c12c1020304050SE +/- 0.13, N = 3SE +/- 0.12, N = 3SE +/- 0.15, N = 3SE +/- 0.15, N = 343.4343.3343.2943.13

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_time6c8c10c12c1224364860SE +/- 0.04, N = 3SE +/- 0.08, N = 3SE +/- 0.12, N = 3SE +/- 0.50, N = 354.6154.5154.4153.77

Build2

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.13Time To Compile10c8c12c6c1122334455SE +/- 0.02, N = 3SE +/- 0.20, N = 3SE +/- 0.04, N = 3SE +/- 0.28, N = 349.8049.8749.9250.08

Timed Gem5 Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Gem5 Compilation 21.2Time To Compile10c6c8c12c306090120150SE +/- 0.36, N = 3SE +/- 0.57, N = 3SE +/- 0.77, N = 3SE +/- 0.16, N = 3134.37134.70136.79139.24

Timed Mesa Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Mesa Compilation 21.0Time To Compile8c12c6c10c510152025SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 320.1120.1220.1620.21

Timed Node.js Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 18.8Time To Compile8c12c10c6c20406080100SE +/- 0.22, N = 3SE +/- 0.26, N = 3SE +/- 0.29, N = 3SE +/- 0.06, N = 3101.15101.47101.94102.78

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: 5712c6c10c8c2000M4000M6000M8000M10000MSE +/- 4618802.15, N = 3SE +/- 3844187.53, N = 3SE +/- 5196152.42, N = 3SE +/- 4333333.33, N = 3103470000001034033333310340000000103376666671. (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: 5710c8c6c12c2000M4000M6000M8000M10000MSE +/- 4409585.52, N = 3SE +/- 5783117.19, N = 3SE +/- 3214550.25, N = 3SE +/- 4582575.69, N = 3103526666671034966666710349000000103470000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

nginx

Connections: 500

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 50012c10c8c6c40K80K120K160K200KSE +/- 291.63, N = 3SE +/- 335.64, N = 3SE +/- 453.48, N = 3SE +/- 113.87, N = 3201032.06198858.66197081.98196805.301. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

CockroachDB

Workload: MoVR - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 5128c6c10c12c2004006008001000SE +/- 9.03, N = 3SE +/- 4.87, N = 3SE +/- 3.66, N = 3SE +/- 3.38, N = 3960.3954.7949.6948.5

CockroachDB

Workload: MoVR - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 102412c6c10c8c2004006008001000SE +/- 1.42, N = 3SE +/- 1.56, N = 3SE +/- 0.58, N = 3SE +/- 3.18, N = 3953.8952.7949.5946.9

CockroachDB

Workload: KV, 10% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 51210c12c6c8c8K16K24K32K40KSE +/- 270.36, N = 15SE +/- 343.66, N = 15SE +/- 438.30, N = 15SE +/- 351.71, N = 635993.135970.035742.334832.9

CockroachDB

Workload: KV, 50% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 51210c12c8c6c11K22K33K44K55KSE +/- 514.54, N = 3SE +/- 464.03, N = 15SE +/- 454.84, N = 15SE +/- 32.88, N = 349102.747621.947596.647428.0

CockroachDB

Workload: KV, 60% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 5128c12c10c6c11K22K33K44K55KSE +/- 411.73, N = 13SE +/- 268.61, N = 3SE +/- 620.92, N = 15SE +/- 555.56, N = 1552515.252330.151748.851275.1

CockroachDB

Workload: KV, 95% Reads - Concurrency: 512

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 51212c8c6c10c14K28K42K56K70KSE +/- 702.29, N = 3SE +/- 890.57, N = 3SE +/- 813.26, N = 15SE +/- 1044.13, N = 1564467.664111.962666.560769.7

CockroachDB

Workload: KV, 10% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 102412c8c6c10c8K16K24K32K40KSE +/- 155.07, N = 3SE +/- 322.68, N = 3SE +/- 206.35, N = 3SE +/- 346.25, N = 336846.936685.736329.635776.8

CockroachDB

Workload: KV, 50% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 102410c6c8c12c10K20K30K40K50KSE +/- 380.16, N = 3SE +/- 391.13, N = 9SE +/- 468.66, N = 15SE +/- 366.75, N = 1548449.047593.947498.147465.5

CockroachDB

Workload: KV, 60% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 10246c12c8c10c11K22K33K44K55KSE +/- 448.33, N = 3SE +/- 239.52, N = 3SE +/- 447.89, N = 3SE +/- 400.61, N = 1052626.452573.352559.051959.5

CockroachDB

Workload: KV, 95% Reads - Concurrency: 1024

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 102412c10c6c8c14K28K42K56K70KSE +/- 575.30, N = 3SE +/- 1142.40, N = 15SE +/- 1310.27, N = 15SE +/- 1317.65, N = 1564661.862029.860137.358195.5

Apache Cassandra

Test: Writes

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 4.0Test: Writes12c6c10c8c50K100K150K200K250KSE +/- 3742.45, N = 12SE +/- 2957.03, N = 3SE +/- 2429.87, N = 3SE +/- 1899.17, N = 3251793246882243603240854

simdjson

Throughput Test: Kostya

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: Kostya6c8c10c12c0.92481.84962.77443.69924.624SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, 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: TopTweet12c8c6c10c246810SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.07, N = 66.596.576.556.491. (CXX) g++ options: -O3

simdjson

Throughput Test: LargeRandom

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: LargeRandom8c10c12c6c0.28130.56260.84391.12521.4065SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.251.251.251.241. (CXX) g++ options: -O3

simdjson

Throughput Test: PartialTweets

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: PartialTweets6c10c8c12c1.28032.56063.84095.12126.4015SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 35.695.675.665.651. (CXX) g++ options: -O3

simdjson

Throughput Test: DistinctUserID

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 2.0Throughput Test: DistinctUserID8c12c10c6c246810SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 36.866.866.846.831. (CXX) g++ options: -O3

Phoronix Test Suite v10.8.5